warning: commands will be executed using /bin/sh
job 2781 at Mon Jan 13 12:10:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
ElecNo	13
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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 1000570 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 1000570 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 52438 members 
Mstep: Class 3 contains 52676 members 
Mstep: Class 4 contains 52501 members 
Mstep: Class 5 contains 52925 members 
Mstep: Class 6 contains 53129 members 
Mstep: Class 7 contains 52403 members 
Mstep: Class 8 contains 52589 members 
Mstep: Class 9 contains 52523 members 
Mstep: Class 10 contains 52650 members 
Mstep: Class 11 contains 52739 members 
Mstep: Class 12 contains 52352 members 
Mstep: Class 13 contains 52369 members 
Mstep: Class 14 contains 52481 members 
Mstep: Class 15 contains 52762 members 
Mstep: Class 16 contains 52508 members 
Mstep: Class 17 contains 52850 members 
Mstep: Class 18 contains 52812 members 
Mstep: Class 19 contains 52524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123460808.000000 Penalty: 42657.148438
Iteration 0F: 20 clusters Score -1.234608e+08 nChanged 947518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1183 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 12310 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 63055 members 
Mstep: Class 5 contains 101321 members 
Mstep: Class 6 contains 11512 members 
Mstep: Class 7 contains 31706 members 
Mstep: Class 8 contains 25130 members 
Mstep: Class 9 contains 83111 members 
Mstep: Class 10 contains 11946 members 
Mstep: Class 11 contains 89186 members 
Mstep: Class 12 contains 9549 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 56336 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 16 contains 362931 members 
Mstep: Class 17 contains 45546 members 
Mstep: Class 18 contains 39173 members 
Mstep: Class 19 contains 7198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126002888.000000 Penalty: 42657.148438
Iteration 1F: 20 clusters Score -1.260029e+08 nChanged 377741
Entering Unmasked Mstep 
Mstep: Class 0 contains 550 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 8278 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 80371 members 
Mstep: Class 5 contains 120926 members 
Mstep: Class 6 contains 13954 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 15126 members 
Mstep: Class 9 contains 151994 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 111222 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 53199 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 273694 members 
Mstep: Class 17 contains 38709 members 
Mstep: Class 18 contains 31468 members 
Mstep: Class 19 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126600656.000000 Penalty: 42657.148438
Iteration 2F: 20 clusters Score -1.266007e+08 nChanged 281552
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 90839 members 
Mstep: Class 5 contains 132305 members 
Mstep: Class 6 contains 9988 members 
Mstep: Class 7 contains 19463 members 
Mstep: Class 8 contains 12105 members 
Mstep: Class 9 contains 181738 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 142990 members 
Mstep: Class 12 contains 7443 members 
Mstep: Class 13 contains 5270 members 
Mstep: Class 14 contains 46955 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 208426 members 
Mstep: Class 17 contains 26992 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 5084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2231.087646 but Gain 2245.113281
Score: -126717848.000000 Penalty: 40412.035156
Iteration 3F: 19 clusters Score -1.267178e+08 nChanged 230728
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 14867 members 
Mstep: Class 4 contains 133108 members 
Mstep: Class 5 contains 150327 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 15360 members 
Mstep: Class 8 contains 10808 members 
Mstep: Class 9 contains 134618 members 
Mstep: Class 11 contains 187228 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 43036 members 
Mstep: Class 15 contains 4812 members 
Mstep: Class 16 contains 156179 members 
Mstep: Class 17 contains 21133 members 
Mstep: Class 18 contains 33043 members 
Mstep: Class 19 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923784.000000 Penalty: 40412.035156
Iteration 4F: 19 clusters Score -1.269238e+08 nChanged 206024
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 16829 members 
Mstep: Class 4 contains 186313 members 
Mstep: Class 5 contains 131480 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 12517 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 139851 members 
Mstep: Class 11 contains 162047 members 
Mstep: Class 12 contains 9529 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 42323 members 
Mstep: Class 15 contains 4645 members 
Mstep: Class 16 contains 136859 members 
Mstep: Class 17 contains 16584 members 
Mstep: Class 18 contains 39570 members 
Mstep: Class 19 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126986976.000000 Penalty: 40412.035156
Iteration 5F: 19 clusters Score -1.26987e+08 nChanged 178187
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 151139 members 
Mstep: Class 5 contains 144702 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 10730 members 
Mstep: Class 8 contains 10222 members 
Mstep: Class 9 contains 142493 members 
Mstep: Class 11 contains 160915 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 44289 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 150801 members 
Mstep: Class 17 contains 14426 members 
Mstep: Class 18 contains 45328 members 
Mstep: Class 19 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127068864.000000 Penalty: 40412.035156
Iteration 6F: 19 clusters Score -1.270689e+08 nChanged 104883
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 19039 members 
Mstep: Class 4 contains 144513 members 
Mstep: Class 5 contains 148632 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 10416 members 
Mstep: Class 9 contains 146802 members 
Mstep: Class 11 contains 164146 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 46960 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 139736 members 
Mstep: Class 17 contains 12913 members 
Mstep: Class 18 contains 49418 members 
Mstep: Class 19 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127166704.000000 Penalty: 40412.035156
Iteration 7F: 19 clusters Score -1.271667e+08 nChanged 92087
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 19608 members 
Mstep: Class 4 contains 136281 members 
Mstep: Class 5 contains 153065 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 8292 members 
Mstep: Class 8 contains 10888 members 
Mstep: Class 9 contains 139729 members 
Mstep: Class 11 contains 165387 members 
Mstep: Class 12 contains 8663 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 49168 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 144751 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 52536 members 
Mstep: Class 19 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127229344.000000 Penalty: 40412.035156
Iteration 8F: 19 clusters Score -1.272293e+08 nChanged 74487
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 19987 members 
Mstep: Class 4 contains 133965 members 
Mstep: Class 5 contains 156048 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 7313 members 
Mstep: Class 8 contains 11389 members 
Mstep: Class 9 contains 142436 members 
Mstep: Class 11 contains 166554 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 50287 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 137280 members 
Mstep: Class 17 contains 10256 members 
Mstep: Class 18 contains 54773 members 
Mstep: Class 19 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127271816.000000 Penalty: 40412.035156
Iteration 9F: 19 clusters Score -1.272718e+08 nChanged 61710
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 7887 members 
Mstep: Class 3 contains 20275 members 
Mstep: Class 4 contains 133750 members 
Mstep: Class 5 contains 157379 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 11861 members 
Mstep: Class 9 contains 138554 members 
Mstep: Class 11 contains 166682 members 
Mstep: Class 12 contains 8508 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 50702 members 
Mstep: Class 15 contains 4305 members 
Mstep: Class 16 contains 137176 members 
Mstep: Class 17 contains 9174 members 
Mstep: Class 18 contains 56971 members 
Mstep: Class 19 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127299272.000000 Penalty: 40412.035156
Iteration 10F: 19 clusters Score -1.272993e+08 nChanged 51727
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 7560 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 134000 members 
Mstep: Class 5 contains 158336 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 12217 members 
Mstep: Class 9 contains 138303 members 
Mstep: Class 11 contains 165564 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 7565 members 
Mstep: Class 14 contains 50517 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 134795 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127320136.000000 Penalty: 40412.035156
Iteration 11F: 19 clusters Score -1.273201e+08 nChanged 46759
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 20572 members 
Mstep: Class 4 contains 134511 members 
Mstep: Class 5 contains 159177 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 12548 members 
Mstep: Class 9 contains 138274 members 
Mstep: Class 11 contains 162720 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 14 contains 50007 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 133452 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 61824 members 
Mstep: Class 19 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127334840.000000 Penalty: 40412.035156
Iteration 12Q: 19 clusters Score -1.273348e+08 nChanged 43733
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 20686 members 
Mstep: Class 4 contains 135116 members 
Mstep: Class 5 contains 159784 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 4986 members 
Mstep: Class 8 contains 13233 members 
Mstep: Class 9 contains 138329 members 
Mstep: Class 11 contains 158522 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 7915 members 
Mstep: Class 14 contains 49362 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 132867 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 64832 members 
Mstep: Class 19 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127355544.000000 Penalty: 40412.035156
Iteration 13Q: 19 clusters Score -1.273555e+08 nChanged 42476
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 20795 members 
Mstep: Class 4 contains 134975 members 
Mstep: Class 5 contains 160273 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 4782 members 
Mstep: Class 8 contains 14350 members 
Mstep: Class 9 contains 138882 members 
Mstep: Class 11 contains 153835 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 8001 members 
Mstep: Class 14 contains 48658 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 132685 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 68246 members 
Mstep: Class 19 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127373768.000000 Penalty: 40412.035156
Iteration 14Q: 19 clusters Score -1.273738e+08 nChanged 40779
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 20965 members 
Mstep: Class 4 contains 134547 members 
Mstep: Class 5 contains 160164 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 14993 members 
Mstep: Class 9 contains 139631 members 
Mstep: Class 11 contains 148576 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 8102 members 
Mstep: Class 14 contains 47955 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 132855 members 
Mstep: Class 17 contains 6890 members 
Mstep: Class 18 contains 72265 members 
Mstep: Class 19 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127390768.000000 Penalty: 40412.035156
Iteration 15Q: 19 clusters Score -1.273908e+08 nChanged 37794
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 21084 members 
Mstep: Class 4 contains 133944 members 
Mstep: Class 5 contains 159776 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 4668 members 
Mstep: Class 8 contains 15359 members 
Mstep: Class 9 contains 139919 members 
Mstep: Class 11 contains 143361 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 8160 members 
Mstep: Class 14 contains 47136 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 133298 members 
Mstep: Class 17 contains 6996 members 
Mstep: Class 18 contains 76849 members 
Mstep: Class 19 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127404104.000000 Penalty: 40412.035156
Iteration 16Q: 19 clusters Score -1.274041e+08 nChanged 34563
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 21145 members 
Mstep: Class 4 contains 133153 members 
Mstep: Class 5 contains 159229 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 15579 members 
Mstep: Class 9 contains 140172 members 
Mstep: Class 11 contains 138568 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 8201 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 133180 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 82048 members 
Mstep: Class 19 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127417376.000000 Penalty: 40412.035156
Iteration 17Q: 19 clusters Score -1.274174e+08 nChanged 31158
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 132351 members 
Mstep: Class 5 contains 158508 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 4810 members 
Mstep: Class 8 contains 15717 members 
Mstep: Class 9 contains 140237 members 
Mstep: Class 11 contains 133830 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 8226 members 
Mstep: Class 14 contains 45511 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 16 contains 132874 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 87963 members 
Mstep: Class 19 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127430568.000000 Penalty: 40412.035156
Iteration 18Q: 19 clusters Score -1.274306e+08 nChanged 29201
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 6406 members 
Mstep: Class 3 contains 21240 members 
Mstep: Class 4 contains 131280 members 
Mstep: Class 5 contains 157657 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 8 contains 15776 members 
Mstep: Class 9 contains 139977 members 
Mstep: Class 11 contains 129523 members 
Mstep: Class 12 contains 9687 members 
Mstep: Class 13 contains 8235 members 
Mstep: Class 14 contains 44570 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 132058 members 
Mstep: Class 17 contains 7557 members 
Mstep: Class 18 contains 94842 members 
Mstep: Class 19 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127444128.000000 Penalty: 40412.035156
Iteration 19Q: 19 clusters Score -1.274441e+08 nChanged 27962
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 6341 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 129845 members 
Mstep: Class 5 contains 156646 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 15755 members 
Mstep: Class 9 contains 139560 members 
Mstep: Class 11 contains 126165 members 
Mstep: Class 12 contains 9858 members 
Mstep: Class 13 contains 8241 members 
Mstep: Class 14 contains 43564 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 130541 members 
Mstep: Class 17 contains 7749 members 
Mstep: Class 18 contains 102357 members 
Mstep: Class 19 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127461128.000000 Penalty: 40412.035156
Iteration 20F: 19 clusters Score -1.274611e+08 nChanged 28302
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 21358 members 
Mstep: Class 4 contains 127917 members 
Mstep: Class 5 contains 155434 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 139123 members 
Mstep: Class 11 contains 123903 members 
Mstep: Class 12 contains 10002 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 14 contains 42483 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 128331 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 110345 members 
Mstep: Class 19 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127475688.000000 Penalty: 40412.035156
Iteration 21Q: 19 clusters Score -1.274757e+08 nChanged 29515
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 6216 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 125378 members 
Mstep: Class 5 contains 154134 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 138364 members 
Mstep: Class 11 contains 123780 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 8088 members 
Mstep: Class 14 contains 41448 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 125066 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 118332 members 
Mstep: Class 19 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127484896.000000 Penalty: 40412.035156
Iteration 22Q: 19 clusters Score -1.274849e+08 nChanged 31984
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 6168 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 121921 members 
Mstep: Class 5 contains 153000 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 138084 members 
Mstep: Class 11 contains 124560 members 
Mstep: Class 12 contains 10190 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 40550 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 121172 members 
Mstep: Class 17 contains 8269 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127486304.000000 Penalty: 40412.035156
Iteration 23Q: 19 clusters Score -1.274863e+08 nChanged 34033
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 6154 members 
Mstep: Class 3 contains 21893 members 
Mstep: Class 4 contains 117904 members 
Mstep: Class 5 contains 152139 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 9 contains 138737 members 
Mstep: Class 11 contains 124392 members 
Mstep: Class 12 contains 10199 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 39814 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 117020 members 
Mstep: Class 17 contains 8475 members 
Mstep: Class 18 contains 134450 members 
Mstep: Class 19 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127487672.000000 Penalty: 40412.035156
Iteration 24Q: 19 clusters Score -1.274877e+08 nChanged 30883
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 22112 members 
Mstep: Class 4 contains 115550 members 
Mstep: Class 5 contains 151481 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 16618 members 
Mstep: Class 9 contains 138536 members 
Mstep: Class 11 contains 123681 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 7779 members 
Mstep: Class 14 contains 39320 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 113117 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 141518 members 
Mstep: Class 19 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127488088.000000 Penalty: 40412.035156
Iteration 25Q: 19 clusters Score -1.274881e+08 nChanged 29267
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 22372 members 
Mstep: Class 4 contains 113431 members 
Mstep: Class 5 contains 151096 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 16868 members 
Mstep: Class 9 contains 138239 members 
Mstep: Class 11 contains 124057 members 
Mstep: Class 12 contains 10263 members 
Mstep: Class 13 contains 7712 members 
Mstep: Class 14 contains 38940 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 108981 members 
Mstep: Class 17 contains 8926 members 
Mstep: Class 18 contains 146963 members 
Mstep: Class 19 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127487856.000000 Penalty: 40412.035156
Iteration 26Q: 19 clusters Score -1.274879e+08 nChanged 27780
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 6200 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 110860 members 
Mstep: Class 5 contains 150866 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 17241 members 
Mstep: Class 9 contains 137882 members 
Mstep: Class 11 contains 124373 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 38819 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 106440 members 
Mstep: Class 17 contains 9198 members 
Mstep: Class 18 contains 150801 members 
Mstep: Class 19 contains 3845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127486040.000000 Penalty: 40412.035156
Iteration 27Q: 19 clusters Score -1.27486e+08 nChanged 25521
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 3 contains 22864 members 
Mstep: Class 4 contains 108481 members 
Mstep: Class 5 contains 150716 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 17776 members 
Mstep: Class 9 contains 137745 members 
Mstep: Class 11 contains 124822 members 
Mstep: Class 12 contains 10441 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 38923 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 104079 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 153133 members 
Mstep: Class 19 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127484760.000000 Penalty: 40412.035156
Iteration 28Q: 19 clusters Score -1.274848e+08 nChanged 23406
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 107073 members 
Mstep: Class 5 contains 150634 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 8005 members 
Mstep: Class 8 contains 18373 members 
Mstep: Class 9 contains 137541 members 
Mstep: Class 11 contains 125142 members 
Mstep: Class 12 contains 10568 members 
Mstep: Class 13 contains 7422 members 
Mstep: Class 14 contains 39262 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 101656 members 
Mstep: Class 17 contains 10146 members 
Mstep: Class 18 contains 153955 members 
Mstep: Class 19 contains 3992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127484480.000000 Penalty: 40412.035156
Iteration 29Q: 19 clusters Score -1.274845e+08 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 106542 members 
Mstep: Class 5 contains 150615 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 8 contains 18889 members 
Mstep: Class 9 contains 137093 members 
Mstep: Class 11 contains 125420 members 
Mstep: Class 12 contains 10659 members 
Mstep: Class 13 contains 7362 members 
Mstep: Class 14 contains 39714 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 99041 members 
Mstep: Class 17 contains 10793 members 
Mstep: Class 18 contains 153918 members 
Mstep: Class 19 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127484800.000000 Penalty: 40412.035156
Iteration 30Q: 19 clusters Score -1.274848e+08 nChanged 20154
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 23498 members 
Mstep: Class 4 contains 106172 members 
Mstep: Class 5 contains 150481 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 8 contains 19296 members 
Mstep: Class 9 contains 136364 members 
Mstep: Class 11 contains 125729 members 
Mstep: Class 12 contains 10733 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 96623 members 
Mstep: Class 17 contains 11571 members 
Mstep: Class 18 contains 153513 members 
Mstep: Class 19 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127485744.000000 Penalty: 40412.035156
Iteration 31Q: 19 clusters Score -1.274857e+08 nChanged 18910
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 6244 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 105765 members 
Mstep: Class 5 contains 150276 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 11175 members 
Mstep: Class 8 contains 19580 members 
Mstep: Class 9 contains 135815 members 
Mstep: Class 11 contains 126053 members 
Mstep: Class 12 contains 10805 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 94149 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 152827 members 
Mstep: Class 19 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127487776.000000 Penalty: 40412.035156
Iteration 32Q: 19 clusters Score -1.274878e+08 nChanged 18210
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 6254 members 
Mstep: Class 3 contains 23836 members 
Mstep: Class 4 contains 105342 members 
Mstep: Class 5 contains 150109 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 12559 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 135130 members 
Mstep: Class 11 contains 126252 members 
Mstep: Class 12 contains 10868 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 41780 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 91819 members 
Mstep: Class 17 contains 13342 members 
Mstep: Class 18 contains 151951 members 
Mstep: Class 19 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127490816.000000 Penalty: 40412.035156
Iteration 33Q: 19 clusters Score -1.274908e+08 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 23990 members 
Mstep: Class 4 contains 104872 members 
Mstep: Class 5 contains 149939 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 19873 members 
Mstep: Class 9 contains 134478 members 
Mstep: Class 11 contains 126330 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 7096 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 89457 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 150926 members 
Mstep: Class 19 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127494208.000000 Penalty: 40412.035156
Iteration 34Q: 19 clusters Score -1.274942e+08 nChanged 16400
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 24163 members 
Mstep: Class 4 contains 104385 members 
Mstep: Class 5 contains 149735 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 19968 members 
Mstep: Class 9 contains 133579 members 
Mstep: Class 11 contains 126163 members 
Mstep: Class 12 contains 10949 members 
Mstep: Class 13 contains 7037 members 
Mstep: Class 14 contains 43589 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 87175 members 
Mstep: Class 17 contains 15363 members 
Mstep: Class 18 contains 149989 members 
Mstep: Class 19 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127498912.000000 Penalty: 40412.035156
Iteration 35Q: 19 clusters Score -1.274989e+08 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 24358 members 
Mstep: Class 4 contains 103762 members 
Mstep: Class 5 contains 149587 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 17870 members 
Mstep: Class 8 contains 20020 members 
Mstep: Class 9 contains 132709 members 
Mstep: Class 11 contains 125821 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 44692 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 85205 members 
Mstep: Class 17 contains 16311 members 
Mstep: Class 18 contains 148939 members 
Mstep: Class 19 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127503408.000000 Penalty: 40412.035156
Iteration 36Q: 19 clusters Score -1.275034e+08 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 24541 members 
Mstep: Class 4 contains 102863 members 
Mstep: Class 5 contains 149443 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 19874 members 
Mstep: Class 8 contains 20049 members 
Mstep: Class 9 contains 132051 members 
Mstep: Class 11 contains 125441 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 6916 members 
Mstep: Class 14 contains 45855 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 83075 members 
Mstep: Class 17 contains 17260 members 
Mstep: Class 18 contains 148163 members 
Mstep: Class 19 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127507448.000000 Penalty: 40412.035156
Iteration 37Q: 19 clusters Score -1.275074e+08 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 24691 members 
Mstep: Class 4 contains 101806 members 
Mstep: Class 5 contains 149328 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 21983 members 
Mstep: Class 8 contains 20061 members 
Mstep: Class 9 contains 131349 members 
Mstep: Class 11 contains 125133 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 47106 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 80951 members 
Mstep: Class 17 contains 18224 members 
Mstep: Class 18 contains 147406 members 
Mstep: Class 19 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127511648.000000 Penalty: 40412.035156
Iteration 38Q: 19 clusters Score -1.275116e+08 nChanged 14081
Entering ConstructFrom: 
Score: -127511648.000000 Penalty: 40412.035156
Entering ConstructFrom: 
Trying to split cluster 1 (99201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Entering Unmasked Estep 
Score: -12600886.000000 Penalty: 1869.546875
	Iteration 0F: 2 clusters Score -1.260089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -12535350.000000 Penalty: 3739.093750
	Iteration 0F: 3 clusters Score -1.253535e+07 nChanged 47542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -12563736.000000 Penalty: 3739.093750
	Iteration 1F: 3 clusters Score -1.256374e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -12565176.000000 Penalty: 3739.093750
	Iteration 2Q: 3 clusters Score -1.256518e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -12567830.000000 Penalty: 3739.093750
	Iteration 3Q: 3 clusters Score -1.256783e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -12572740.000000 Penalty: 3739.093750
	Iteration 4F: 3 clusters Score -1.257274e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -12580470.000000 Penalty: 3739.093750
	Iteration 5F: 3 clusters Score -1.258047e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -12588484.000000 Penalty: 3739.093750
	Iteration 6F: 3 clusters Score -1.258848e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -12593888.000000 Penalty: 3739.093750
	Iteration 7F: 3 clusters Score -1.259389e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -12597422.000000 Penalty: 3739.093750
	Iteration 8F: 3 clusters Score -1.259742e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -12599807.000000 Penalty: 3739.093750
	Iteration 9Q: 3 clusters Score -1.259981e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -12601621.000000 Penalty: 3739.093750
	Iteration 10Q: 3 clusters Score -1.260162e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -12602808.000000 Penalty: 3739.093750
	Iteration 11Q: 3 clusters Score -1.260281e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -12603764.000000 Penalty: 3739.093750
	Iteration 12Q: 3 clusters Score -1.260376e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -12604594.000000 Penalty: 3739.093750
	Iteration 13Q: 3 clusters Score -1.260459e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -12605240.000000 Penalty: 3739.093750
	Iteration 14Q: 3 clusters Score -1.260524e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -12605781.000000 Penalty: 3739.093750
	Iteration 15Q: 3 clusters Score -1.260578e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -12606225.000000 Penalty: 3739.093750
	Iteration 16Q: 3 clusters Score -1.260622e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -12606500.000000 Penalty: 3739.093750
	Iteration 17Q: 3 clusters Score -1.26065e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -12606743.000000 Penalty: 3739.093750
	Iteration 18Q: 3 clusters Score -1.260674e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -12607034.000000 Penalty: 3739.093750
	Iteration 19Q: 3 clusters Score -1.260703e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -12607253.000000 Penalty: 3739.093750
	Iteration 20F: 3 clusters Score -1.260725e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -12607489.000000 Penalty: 3739.093750
	Iteration 21Q: 3 clusters Score -1.260749e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -12607651.000000 Penalty: 3739.093750
	Iteration 22Q: 3 clusters Score -1.260765e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -12607735.000000 Penalty: 3739.093750
	Iteration 23Q: 3 clusters Score -1.260774e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -12607842.000000 Penalty: 3739.093750
	Iteration 24Q: 3 clusters Score -1.260784e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -12607963.000000 Penalty: 3739.093750
	Iteration 25Q: 3 clusters Score -1.260796e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -12608015.000000 Penalty: 3739.093750
	Iteration 26Q: 3 clusters Score -1.260802e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -12608065.000000 Penalty: 3739.093750
	Iteration 27Q: 3 clusters Score -1.260806e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -12608088.000000 Penalty: 3739.093750
	Iteration 28Q: 3 clusters Score -1.260809e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -12608097.000000 Penalty: 3739.093750
	Iteration 29Q: 3 clusters Score -1.26081e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -12608117.000000 Penalty: 3739.093750
	Iteration 30Q: 3 clusters Score -1.260812e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -12608124.000000 Penalty: 3739.093750
	Iteration 31Q: 3 clusters Score -1.260812e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -12608154.000000 Penalty: 3739.093750
	Iteration 32Q: 3 clusters Score -1.260815e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -12608152.000000 Penalty: 3739.093750
	Iteration 33Q: 3 clusters Score -1.260815e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -12608143.000000 Penalty: 3739.093750
	Iteration 34Q: 3 clusters Score -1.260814e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -12608154.000000 Penalty: 3739.093750
	Iteration 35Q: 3 clusters Score -1.260815e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -12608152.000000 Penalty: 3739.093750
	Iteration 36Q: 3 clusters Score -1.260815e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -12608154.000000 Penalty: 3739.093750
	Iteration 37Q: 3 clusters Score -1.260815e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -12608165.000000 Penalty: 3739.093750
	Iteration 38Q: 3 clusters Score -1.260816e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -12608165.000000 Penalty: 3739.093750
	Iteration 39Q: 3 clusters Score -1.260816e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -12608159.000000 Penalty: 3739.093750
	Iteration 40F: 3 clusters Score -1.260816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -12608162.000000 Penalty: 3739.093750
	Iteration 41Q: 3 clusters Score -1.260816e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -12608168.000000 Penalty: 3739.093750
	Iteration 42Q: 3 clusters Score -1.260817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -12608161.000000 Penalty: 3739.093750
	Iteration 43Q: 3 clusters Score -1.260816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -12608176.000000 Penalty: 3739.093750
	Iteration 44Q: 3 clusters Score -1.260818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -12608149.000000 Penalty: 3739.093750
	Iteration 45Q: 3 clusters Score -1.260815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -12608154.000000 Penalty: 3739.093750
	Iteration 46Q: 3 clusters Score -1.260815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -12608147.000000 Penalty: 3739.093750
	Iteration 47Q: 3 clusters Score -1.260815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -12608150.000000 Penalty: 3739.093750
	Iteration 48Q: 3 clusters Score -1.260815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -12608161.000000 Penalty: 3739.093750
	Iteration 49Q: 3 clusters Score -1.260816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -12608156.000000 Penalty: 3739.093750
	Iteration 50Q: 3 clusters Score -1.260816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -12608151.000000 Penalty: 3739.093750
	Iteration 51Q: 3 clusters Score -1.260815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -12608154.000000 Penalty: 3739.093750
	Iteration 52Q: 3 clusters Score -1.260815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -12608148.000000 Penalty: 3739.093750
	Iteration 53Q: 3 clusters Score -1.260815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -12608148.000000 Penalty: 3739.093750
	Iteration 54F: 3 clusters Score -1.260815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 149183 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 20023 members 
Mstep: Class 9 contains 130666 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 124785 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Entering Unmasked Estep 
Score: -127520272.000000 Penalty: 42657.148438
Splitting cluster 1 changes total score from -127511648.000000 to -127520272.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -799243.312500 Penalty: 1421.393066
	Iteration 0F: 2 clusters Score -799243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -794452.437500 Penalty: 2842.786133
	Iteration 0F: 3 clusters Score -794452.4 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -796225.937500 Penalty: 2842.786133
	Iteration 1F: 3 clusters Score -796225.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -796730.562500 Penalty: 2842.786133
	Iteration 2F: 3 clusters Score -796730.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -797151.312500 Penalty: 2842.786133
	Iteration 3F: 3 clusters Score -797151.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -797557.625000 Penalty: 2842.786133
	Iteration 4F: 3 clusters Score -797557.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -797874.937500 Penalty: 2842.786133
	Iteration 5F: 3 clusters Score -797874.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -798123.812500 Penalty: 2842.786133
	Iteration 6Q: 3 clusters Score -798123.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -798304.750000 Penalty: 2842.786133
	Iteration 7Q: 3 clusters Score -798304.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -798449.062500 Penalty: 2842.786133
	Iteration 8Q: 3 clusters Score -798449.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -798542.312500 Penalty: 2842.786133
	Iteration 9Q: 3 clusters Score -798542.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -798615.812500 Penalty: 2842.786133
	Iteration 10Q: 3 clusters Score -798615.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -798672.625000 Penalty: 2842.786133
	Iteration 11Q: 3 clusters Score -798672.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -798727.500000 Penalty: 2842.786133
	Iteration 12Q: 3 clusters Score -798727.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -798772.312500 Penalty: 2842.786133
	Iteration 13Q: 3 clusters Score -798772.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -798816.062500 Penalty: 2842.786133
	Iteration 14Q: 3 clusters Score -798816.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -798844.937500 Penalty: 2842.786133
	Iteration 15Q: 3 clusters Score -798844.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -798865.500000 Penalty: 2842.786133
	Iteration 16Q: 3 clusters Score -798865.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -798877.812500 Penalty: 2842.786133
	Iteration 17Q: 3 clusters Score -798877.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -798896.187500 Penalty: 2842.786133
	Iteration 18Q: 3 clusters Score -798896.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -798916.250000 Penalty: 2842.786133
	Iteration 19Q: 3 clusters Score -798916.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -798937.375000 Penalty: 2842.786133
	Iteration 20F: 3 clusters Score -798937.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -798950.562500 Penalty: 2842.786133
	Iteration 21Q: 3 clusters Score -798950.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -798964.187500 Penalty: 2842.786133
	Iteration 22Q: 3 clusters Score -798964.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -798969.937500 Penalty: 2842.786133
	Iteration 23Q: 3 clusters Score -798969.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -798976.312500 Penalty: 2842.786133
	Iteration 24Q: 3 clusters Score -798976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -798982.937500 Penalty: 2842.786133
	Iteration 25Q: 3 clusters Score -798982.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -798988.687500 Penalty: 2842.786133
	Iteration 26Q: 3 clusters Score -798988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -798994.625000 Penalty: 2842.786133
	Iteration 27Q: 3 clusters Score -798994.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -798997.812500 Penalty: 2842.786133
	Iteration 28Q: 3 clusters Score -798997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -799001.125000 Penalty: 2842.786133
	Iteration 29Q: 3 clusters Score -799001.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -799004.937500 Penalty: 2842.786133
	Iteration 30Q: 3 clusters Score -799004.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -799011.562500 Penalty: 2842.786133
	Iteration 31Q: 3 clusters Score -799011.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -799019.937500 Penalty: 2842.786133
	Iteration 32Q: 3 clusters Score -799019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -799028.812500 Penalty: 2842.786133
	Iteration 33Q: 3 clusters Score -799028.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -799032.312500 Penalty: 2842.786133
	Iteration 34Q: 3 clusters Score -799032.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -799039.562500 Penalty: 2842.786133
	Iteration 35Q: 3 clusters Score -799039.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -799046.937500 Penalty: 2842.786133
	Iteration 36Q: 3 clusters Score -799046.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -799056.937500 Penalty: 2842.786133
	Iteration 37Q: 3 clusters Score -799056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -799068.187500 Penalty: 2842.786133
	Iteration 38Q: 3 clusters Score -799068.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -799074.937500 Penalty: 2842.786133
	Iteration 39Q: 3 clusters Score -799074.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -799088.187500 Penalty: 2842.786133
	Iteration 40F: 3 clusters Score -799088.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -799102.375000 Penalty: 2842.786133
	Iteration 41Q: 3 clusters Score -799102.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -799114.187500 Penalty: 2842.786133
	Iteration 42Q: 3 clusters Score -799114.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -799118.750000 Penalty: 2842.786133
	Iteration 43Q: 3 clusters Score -799118.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -799121.500000 Penalty: 2842.786133
	Iteration 44Q: 3 clusters Score -799121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -799123.500000 Penalty: 2842.786133
	Iteration 45Q: 3 clusters Score -799123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -799123.812500 Penalty: 2842.786133
	Iteration 46Q: 3 clusters Score -799123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -799125.562500 Penalty: 2842.786133
	Iteration 47Q: 3 clusters Score -799125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -799126.937500 Penalty: 2842.786133
	Iteration 48Q: 3 clusters Score -799126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -799127.250000 Penalty: 2842.786133
	Iteration 49Q: 3 clusters Score -799127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -799127.625000 Penalty: 2842.786133
	Iteration 50Q: 3 clusters Score -799127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -799130.000000 Penalty: 2842.786133
	Iteration 51Q: 3 clusters Score -799130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -799134.250000 Penalty: 2842.786133
	Iteration 52Q: 3 clusters Score -799134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -799136.375000 Penalty: 2842.786133
	Iteration 53Q: 3 clusters Score -799136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -799138.187500 Penalty: 2842.786133
	Iteration 54Q: 3 clusters Score -799138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -799141.062500 Penalty: 2842.786133
	Iteration 55Q: 3 clusters Score -799141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -799141.000000 Penalty: 2842.786133
	Iteration 56Q: 3 clusters Score -799141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -799145.812500 Penalty: 2842.786133
	Iteration 57Q: 3 clusters Score -799145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -799148.062500 Penalty: 2842.786133
	Iteration 58Q: 3 clusters Score -799148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -799152.000000 Penalty: 2842.786133
	Iteration 59Q: 3 clusters Score -799152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -799150.312500 Penalty: 2842.786133
	Iteration 60F: 3 clusters Score -799150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -799150.500000 Penalty: 2842.786133
	Iteration 61Q: 3 clusters Score -799150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -799152.375000 Penalty: 2842.786133
	Iteration 62Q: 3 clusters Score -799152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -799152.250000 Penalty: 2842.786133
	Iteration 63Q: 3 clusters Score -799152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -799152.250000 Penalty: 2842.786133
	Iteration 64F: 3 clusters Score -799152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Entering Unmasked Estep 
Score: -3127494.250000 Penalty: 1644.396729
	Iteration 0F: 2 clusters Score -3127494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3110634.250000 Penalty: 3288.793457
	Iteration 0F: 3 clusters Score -3110634 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3117016.500000 Penalty: 3288.793457
	Iteration 1F: 3 clusters Score -3117016 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3117684.250000 Penalty: 3288.793457
	Iteration 2F: 3 clusters Score -3117684 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3118584.500000 Penalty: 3288.793457
	Iteration 3F: 3 clusters Score -3118584 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3119777.250000 Penalty: 3288.793457
	Iteration 4F: 3 clusters Score -3119777 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3121139.250000 Penalty: 3288.793457
	Iteration 5F: 3 clusters Score -3121139 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3122636.500000 Penalty: 3288.793457
	Iteration 6F: 3 clusters Score -3122636 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3123847.750000 Penalty: 3288.793457
	Iteration 7F: 3 clusters Score -3123848 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3124707.500000 Penalty: 3288.793457
	Iteration 8Q: 3 clusters Score -3124708 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3125335.750000 Penalty: 3288.793457
	Iteration 9Q: 3 clusters Score -3125336 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3125715.000000 Penalty: 3288.793457
	Iteration 10Q: 3 clusters Score -3125715 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3125932.750000 Penalty: 3288.793457
	Iteration 11Q: 3 clusters Score -3125933 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3126052.500000 Penalty: 3288.793457
	Iteration 12Q: 3 clusters Score -3126052 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3126149.500000 Penalty: 3288.793457
	Iteration 13Q: 3 clusters Score -3126150 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3126207.750000 Penalty: 3288.793457
	Iteration 14Q: 3 clusters Score -3126208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3126247.250000 Penalty: 3288.793457
	Iteration 15Q: 3 clusters Score -3126247 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3126281.500000 Penalty: 3288.793457
	Iteration 16Q: 3 clusters Score -3126282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3126298.500000 Penalty: 3288.793457
	Iteration 17Q: 3 clusters Score -3126298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3126314.250000 Penalty: 3288.793457
	Iteration 18Q: 3 clusters Score -3126314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3126317.750000 Penalty: 3288.793457
	Iteration 19Q: 3 clusters Score -3126318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3126332.000000 Penalty: 3288.793457
	Iteration 20F: 3 clusters Score -3126332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3126338.250000 Penalty: 3288.793457
	Iteration 21Q: 3 clusters Score -3126338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3126350.000000 Penalty: 3288.793457
	Iteration 22Q: 3 clusters Score -3126350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3126371.250000 Penalty: 3288.793457
	Iteration 23Q: 3 clusters Score -3126371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3126363.250000 Penalty: 3288.793457
	Iteration 24Q: 3 clusters Score -3126363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3126373.500000 Penalty: 3288.793457
	Iteration 25Q: 3 clusters Score -3126374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3126375.250000 Penalty: 3288.793457
	Iteration 26Q: 3 clusters Score -3126375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3126377.500000 Penalty: 3288.793457
	Iteration 27Q: 3 clusters Score -3126378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3126379.750000 Penalty: 3288.793457
	Iteration 28Q: 3 clusters Score -3126380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3126389.500000 Penalty: 3288.793457
	Iteration 29Q: 3 clusters Score -3126390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3126382.750000 Penalty: 3288.793457
	Iteration 30Q: 3 clusters Score -3126383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3126385.500000 Penalty: 3288.793457
	Iteration 31Q: 3 clusters Score -3126386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3126386.750000 Penalty: 3288.793457
	Iteration 32Q: 3 clusters Score -3126387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3126390.750000 Penalty: 3288.793457
	Iteration 33Q: 3 clusters Score -3126391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3126397.750000 Penalty: 3288.793457
	Iteration 34Q: 3 clusters Score -3126398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3126391.750000 Penalty: 3288.793457
	Iteration 35Q: 3 clusters Score -3126392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3126396.000000 Penalty: 3288.793457
	Iteration 36Q: 3 clusters Score -3126396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3126399.000000 Penalty: 3288.793457
	Iteration 37Q: 3 clusters Score -3126399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3126400.500000 Penalty: 3288.793457
	Iteration 38Q: 3 clusters Score -3126400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3126401.250000 Penalty: 3288.793457
	Iteration 39Q: 3 clusters Score -3126401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3126414.250000 Penalty: 3288.793457
	Iteration 40F: 3 clusters Score -3126414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3126420.500000 Penalty: 3288.793457
	Iteration 41Q: 3 clusters Score -3126420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3126446.250000 Penalty: 3288.793457
	Iteration 42Q: 3 clusters Score -3126446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3126479.000000 Penalty: 3288.793457
	Iteration 43Q: 3 clusters Score -3126479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3126529 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3126576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3126632.750000 Penalty: 3288.793457
	Iteration 46Q: 3 clusters Score -3126633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3126681.000000 Penalty: 3288.793457
	Iteration 47Q: 3 clusters Score -3126681 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3126708.750000 Penalty: 3288.793457
	Iteration 48Q: 3 clusters Score -3126709 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3126762.500000 Penalty: 3288.793457
	Iteration 49Q: 3 clusters Score -3126762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3126804.500000 Penalty: 3288.793457
	Iteration 50Q: 3 clusters Score -3126804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3126852.250000 Penalty: 3288.793457
	Iteration 51Q: 3 clusters Score -3126852 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3126901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3126947 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3126986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3127017.750000 Penalty: 3288.793457
	Iteration 55Q: 3 clusters Score -3127018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3127049.250000 Penalty: 3288.793457
	Iteration 56Q: 3 clusters Score -3127049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3127063.000000 Penalty: 3288.793457
	Iteration 57Q: 3 clusters Score -3127063 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3127067.250000 Penalty: 3288.793457
	Iteration 58Q: 3 clusters Score -3127067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3127069.000000 Penalty: 3288.793457
	Iteration 59Q: 3 clusters Score -3127069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3127096.750000 Penalty: 3288.793457
	Iteration 60F: 3 clusters Score -3127097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3127107.500000 Penalty: 3288.793457
	Iteration 61Q: 3 clusters Score -3127108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3127115.000000 Penalty: 3288.793457
	Iteration 62Q: 3 clusters Score -3127115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3127124.750000 Penalty: 3288.793457
	Iteration 63Q: 3 clusters Score -3127125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3127134.500000 Penalty: 3288.793457
	Iteration 64Q: 3 clusters Score -3127134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3127133.250000 Penalty: 3288.793457
	Iteration 65Q: 3 clusters Score -3127133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3127130.750000 Penalty: 3288.793457
	Iteration 66Q: 3 clusters Score -3127131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3127142.000000 Penalty: 3288.793457
	Iteration 67Q: 3 clusters Score -3127142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3127144.750000 Penalty: 3288.793457
	Iteration 68Q: 3 clusters Score -3127145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3127145.750000 Penalty: 3288.793457
	Iteration 69Q: 3 clusters Score -3127146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3127159.750000 Penalty: 3288.793457
	Iteration 70Q: 3 clusters Score -3127160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3127163.000000 Penalty: 3288.793457
	Iteration 71Q: 3 clusters Score -3127163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3127167.750000 Penalty: 3288.793457
	Iteration 72Q: 3 clusters Score -3127168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3127175.000000 Penalty: 3288.793457
	Iteration 73Q: 3 clusters Score -3127175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3127178.750000 Penalty: 3288.793457
	Iteration 74Q: 3 clusters Score -3127179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3127176.500000 Penalty: 3288.793457
	Iteration 75Q: 3 clusters Score -3127176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3127172.750000 Penalty: 3288.793457
	Iteration 76Q: 3 clusters Score -3127173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3127173.750000 Penalty: 3288.793457
	Iteration 77Q: 3 clusters Score -3127174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3127176.250000 Penalty: 3288.793457
	Iteration 78Q: 3 clusters Score -3127176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3127172.000000 Penalty: 3288.793457
	Iteration 79Q: 3 clusters Score -3127172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3127175.000000 Penalty: 3288.793457
	Iteration 80F: 3 clusters Score -3127175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3127179.250000 Penalty: 3288.793457
	Iteration 81Q: 3 clusters Score -3127179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3127175.500000 Penalty: 3288.793457
	Iteration 82Q: 3 clusters Score -3127176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3127175.000000 Penalty: 3288.793457
	Iteration 83Q: 3 clusters Score -3127175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3127177.500000 Penalty: 3288.793457
	Iteration 84Q: 3 clusters Score -3127178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3127177.500000 Penalty: 3288.793457
	Iteration 85Q: 3 clusters Score -3127178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3127184.250000 Penalty: 3288.793457
	Iteration 86Q: 3 clusters Score -3127184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3127178.500000 Penalty: 3288.793457
	Iteration 87Q: 3 clusters Score -3127178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3127176.750000 Penalty: 3288.793457
	Iteration 88Q: 3 clusters Score -3127177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3127176.500000 Penalty: 3288.793457
	Iteration 89Q: 3 clusters Score -3127176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3127184.000000 Penalty: 3288.793457
	Iteration 90Q: 3 clusters Score -3127184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3127183.000000 Penalty: 3288.793457
	Iteration 91Q: 3 clusters Score -3127183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3127182.250000 Penalty: 3288.793457
	Iteration 92Q: 3 clusters Score -3127182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3127186.250000 Penalty: 3288.793457
	Iteration 93Q: 3 clusters Score -3127186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3127188.500000 Penalty: 3288.793457
	Iteration 94Q: 3 clusters Score -3127188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3127189.000000 Penalty: 3288.793457
	Iteration 95Q: 3 clusters Score -3127189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3127187.750000 Penalty: 3288.793457
	Iteration 96Q: 3 clusters Score -3127188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3127190.250000 Penalty: 3288.793457
	Iteration 97Q: 3 clusters Score -3127190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3127191.500000 Penalty: 3288.793457
	Iteration 98Q: 3 clusters Score -3127192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3127187.750000 Penalty: 3288.793457
	Iteration 99Q: 3 clusters Score -3127188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3127191.250000 Penalty: 3288.793457
	Iteration 100F: 3 clusters Score -3127191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3127191.250000 Penalty: 3288.793457
	Iteration 101Q: 3 clusters Score -3127191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3127190.500000 Penalty: 3288.793457
	Iteration 102Q: 3 clusters Score -3127190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3127193.000000 Penalty: 3288.793457
	Iteration 103Q: 3 clusters Score -3127193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3127193.000000 Penalty: 3288.793457
	Iteration 104Q: 3 clusters Score -3127193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3127190.000000 Penalty: 3288.793457
	Iteration 105Q: 3 clusters Score -3127190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3127189.500000 Penalty: 3288.793457
	Iteration 106Q: 3 clusters Score -3127190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3127193.750000 Penalty: 3288.793457
	Iteration 107Q: 3 clusters Score -3127194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3127196.500000 Penalty: 3288.793457
	Iteration 108Q: 3 clusters Score -3127196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3127192.000000 Penalty: 3288.793457
	Iteration 109Q: 3 clusters Score -3127192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3127191.250000 Penalty: 3288.793457
	Iteration 110Q: 3 clusters Score -3127191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3127191.250000 Penalty: 3288.793457
	Iteration 111F: 3 clusters Score -3127191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (100749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Entering Unmasked Estep 
Score: -13219605.000000 Penalty: 1872.062988
	Iteration 0F: 2 clusters Score -1.32196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -13162376.000000 Penalty: 3744.125977
	Iteration 0F: 3 clusters Score -1.316238e+07 nChanged 48232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -13191149.000000 Penalty: 3744.125977
	Iteration 1F: 3 clusters Score -1.319115e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -13192194.000000 Penalty: 3744.125977
	Iteration 2Q: 3 clusters Score -1.319219e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -13193631.000000 Penalty: 3744.125977
	Iteration 3Q: 3 clusters Score -1.319363e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -13195728.000000 Penalty: 3744.125977
	Iteration 4Q: 3 clusters Score -1.319573e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -13198640.000000 Penalty: 3744.125977
	Iteration 5F: 3 clusters Score -1.319864e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -13202581.000000 Penalty: 3744.125977
	Iteration 6F: 3 clusters Score -1.320258e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -13207404.000000 Penalty: 3744.125977
	Iteration 7F: 3 clusters Score -1.32074e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -13211415.000000 Penalty: 3744.125977
	Iteration 8F: 3 clusters Score -1.321142e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -13213706.000000 Penalty: 3744.125977
	Iteration 9Q: 3 clusters Score -1.321371e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -13214652.000000 Penalty: 3744.125977
	Iteration 10Q: 3 clusters Score -1.321465e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -13215103.000000 Penalty: 3744.125977
	Iteration 11Q: 3 clusters Score -1.32151e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -13215498.000000 Penalty: 3744.125977
	Iteration 12Q: 3 clusters Score -1.32155e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -13215795.000000 Penalty: 3744.125977
	Iteration 13Q: 3 clusters Score -1.32158e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -13216149.000000 Penalty: 3744.125977
	Iteration 14Q: 3 clusters Score -1.321615e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -13216420.000000 Penalty: 3744.125977
	Iteration 15Q: 3 clusters Score -1.321642e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -13216678.000000 Penalty: 3744.125977
	Iteration 16Q: 3 clusters Score -1.321668e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -13216996.000000 Penalty: 3744.125977
	Iteration 17Q: 3 clusters Score -1.3217e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -13217189.000000 Penalty: 3744.125977
	Iteration 18Q: 3 clusters Score -1.321719e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -13217456.000000 Penalty: 3744.125977
	Iteration 19Q: 3 clusters Score -1.321746e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -13217598.000000 Penalty: 3744.125977
	Iteration 20F: 3 clusters Score -1.32176e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -13217963.000000 Penalty: 3744.125977
	Iteration 21Q: 3 clusters Score -1.321796e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -13218196.000000 Penalty: 3744.125977
	Iteration 22Q: 3 clusters Score -1.32182e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -13218465.000000 Penalty: 3744.125977
	Iteration 23Q: 3 clusters Score -1.321846e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -13218576.000000 Penalty: 3744.125977
	Iteration 24Q: 3 clusters Score -1.321858e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -13218733.000000 Penalty: 3744.125977
	Iteration 25Q: 3 clusters Score -1.321873e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -13218883.000000 Penalty: 3744.125977
	Iteration 26Q: 3 clusters Score -1.321888e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -13218988.000000 Penalty: 3744.125977
	Iteration 27Q: 3 clusters Score -1.321899e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -13219111.000000 Penalty: 3744.125977
	Iteration 28Q: 3 clusters Score -1.321911e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -13219116.000000 Penalty: 3744.125977
	Iteration 29Q: 3 clusters Score -1.321912e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -13219010.000000 Penalty: 3744.125977
	Iteration 30Q: 3 clusters Score -1.321901e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -13218923.000000 Penalty: 3744.125977
	Iteration 31Q: 3 clusters Score -1.321892e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -13218927.000000 Penalty: 3744.125977
	Iteration 32Q: 3 clusters Score -1.321893e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -13218864.000000 Penalty: 3744.125977
	Iteration 33Q: 3 clusters Score -1.321886e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -13218839.000000 Penalty: 3744.125977
	Iteration 34Q: 3 clusters Score -1.321884e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -13218865.000000 Penalty: 3744.125977
	Iteration 35Q: 3 clusters Score -1.321886e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -13218885.000000 Penalty: 3744.125977
	Iteration 36Q: 3 clusters Score -1.321888e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -13218970.000000 Penalty: 3744.125977
	Iteration 37Q: 3 clusters Score -1.321897e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -13218920.000000 Penalty: 3744.125977
	Iteration 38Q: 3 clusters Score -1.321892e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -13218905.000000 Penalty: 3744.125977
	Iteration 39Q: 3 clusters Score -1.32189e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -13218968.000000 Penalty: 3744.125977
	Iteration 40F: 3 clusters Score -1.321897e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -13218988.000000 Penalty: 3744.125977
	Iteration 41Q: 3 clusters Score -1.321899e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -13219028.000000 Penalty: 3744.125977
	Iteration 42Q: 3 clusters Score -1.321903e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -13218990.000000 Penalty: 3744.125977
	Iteration 43Q: 3 clusters Score -1.321899e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -13219037.000000 Penalty: 3744.125977
	Iteration 44Q: 3 clusters Score -1.321904e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -13218980.000000 Penalty: 3744.125977
	Iteration 45Q: 3 clusters Score -1.321898e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -13219046.000000 Penalty: 3744.125977
	Iteration 46Q: 3 clusters Score -1.321905e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -13219046.000000 Penalty: 3744.125977
	Iteration 47Q: 3 clusters Score -1.321905e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -13219033.000000 Penalty: 3744.125977
	Iteration 48Q: 3 clusters Score -1.321903e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -13219134.000000 Penalty: 3744.125977
	Iteration 49Q: 3 clusters Score -1.321913e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -13219113.000000 Penalty: 3744.125977
	Iteration 50Q: 3 clusters Score -1.321911e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -13219072.000000 Penalty: 3744.125977
	Iteration 51Q: 3 clusters Score -1.321907e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -13219086.000000 Penalty: 3744.125977
	Iteration 52Q: 3 clusters Score -1.321909e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -13219018.000000 Penalty: 3744.125977
	Iteration 53Q: 3 clusters Score -1.321902e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -13219034.000000 Penalty: 3744.125977
	Iteration 54Q: 3 clusters Score -1.321903e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -13219082.000000 Penalty: 3744.125977
	Iteration 55Q: 3 clusters Score -1.321908e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -13219049.000000 Penalty: 3744.125977
	Iteration 56Q: 3 clusters Score -1.321905e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -13219051.000000 Penalty: 3744.125977
	Iteration 57Q: 3 clusters Score -1.321905e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -13219105.000000 Penalty: 3744.125977
	Iteration 58Q: 3 clusters Score -1.32191e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -13219069.000000 Penalty: 3744.125977
	Iteration 59Q: 3 clusters Score -1.321907e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -13219103.000000 Penalty: 3744.125977
	Iteration 60F: 3 clusters Score -1.32191e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -13219098.000000 Penalty: 3744.125977
	Iteration 61Q: 3 clusters Score -1.32191e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -13219080.000000 Penalty: 3744.125977
	Iteration 62Q: 3 clusters Score -1.321908e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -13219085.000000 Penalty: 3744.125977
	Iteration 63Q: 3 clusters Score -1.321908e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -13219128.000000 Penalty: 3744.125977
	Iteration 64Q: 3 clusters Score -1.321913e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -13219111.000000 Penalty: 3744.125977
	Iteration 65Q: 3 clusters Score -1.321911e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -13219148.000000 Penalty: 3744.125977
	Iteration 66Q: 3 clusters Score -1.321915e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -13219175.000000 Penalty: 3744.125977
	Iteration 67Q: 3 clusters Score -1.321918e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -13219241.000000 Penalty: 3744.125977
	Iteration 68Q: 3 clusters Score -1.321924e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -13219235.000000 Penalty: 3744.125977
	Iteration 69Q: 3 clusters Score -1.321924e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -13219227.000000 Penalty: 3744.125977
	Iteration 70Q: 3 clusters Score -1.321923e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -13219257.000000 Penalty: 3744.125977
	Iteration 71Q: 3 clusters Score -1.321926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -13219282.000000 Penalty: 3744.125977
	Iteration 72Q: 3 clusters Score -1.321928e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -13219310.000000 Penalty: 3744.125977
	Iteration 73Q: 3 clusters Score -1.321931e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -13219311.000000 Penalty: 3744.125977
	Iteration 74Q: 3 clusters Score -1.321931e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -13219302.000000 Penalty: 3744.125977
	Iteration 75Q: 3 clusters Score -1.32193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -13219304.000000 Penalty: 3744.125977
	Iteration 76Q: 3 clusters Score -1.32193e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -13219300.000000 Penalty: 3744.125977
	Iteration 77Q: 3 clusters Score -1.32193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -13219308.000000 Penalty: 3744.125977
	Iteration 78Q: 3 clusters Score -1.321931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -13219314.000000 Penalty: 3744.125977
	Iteration 79Q: 3 clusters Score -1.321931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -13219291.000000 Penalty: 3744.125977
	Iteration 80F: 3 clusters Score -1.321929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -13219299.000000 Penalty: 3744.125977
	Iteration 81Q: 3 clusters Score -1.32193e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -13219293.000000 Penalty: 3744.125977
	Iteration 82Q: 3 clusters Score -1.321929e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -13219281.000000 Penalty: 3744.125977
	Iteration 83Q: 3 clusters Score -1.321928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -13219282.000000 Penalty: 3744.125977
	Iteration 84Q: 3 clusters Score -1.321928e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -13219269.000000 Penalty: 3744.125977
	Iteration 85Q: 3 clusters Score -1.321927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -13219250.000000 Penalty: 3744.125977
	Iteration 86Q: 3 clusters Score -1.321925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -13219242.000000 Penalty: 3744.125977
	Iteration 87Q: 3 clusters Score -1.321924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -13219236.000000 Penalty: 3744.125977
	Iteration 88Q: 3 clusters Score -1.321924e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -13219235.000000 Penalty: 3744.125977
	Iteration 89Q: 3 clusters Score -1.321924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -13219235.000000 Penalty: 3744.125977
	Iteration 90Q: 3 clusters Score -1.321924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -13219218.000000 Penalty: 3744.125977
	Iteration 91Q: 3 clusters Score -1.321922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -13219188.000000 Penalty: 3744.125977
	Iteration 92Q: 3 clusters Score -1.321919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -13219180.000000 Penalty: 3744.125977
	Iteration 93Q: 3 clusters Score -1.321918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -13219190.000000 Penalty: 3744.125977
	Iteration 94Q: 3 clusters Score -1.321919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -13219189.000000 Penalty: 3744.125977
	Iteration 95Q: 3 clusters Score -1.321919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -13219184.000000 Penalty: 3744.125977
	Iteration 96Q: 3 clusters Score -1.321918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -13219171.000000 Penalty: 3744.125977
	Iteration 97Q: 3 clusters Score -1.321917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -13219172.000000 Penalty: 3744.125977
	Iteration 98Q: 3 clusters Score -1.321917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -13219175.000000 Penalty: 3744.125977
	Iteration 99Q: 3 clusters Score -1.321918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -13219162.000000 Penalty: 3744.125977
	Iteration 100F: 3 clusters Score -1.321916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -13219173.000000 Penalty: 3744.125977
	Iteration 101Q: 3 clusters Score -1.321917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -13219175.000000 Penalty: 3744.125977
	Iteration 102Q: 3 clusters Score -1.321918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -13219170.000000 Penalty: 3744.125977
	Iteration 103Q: 3 clusters Score -1.321917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -13219163.000000 Penalty: 3744.125977
	Iteration 104Q: 3 clusters Score -1.321916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -13219161.000000 Penalty: 3744.125977
	Iteration 105Q: 3 clusters Score -1.321916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -13219160.000000 Penalty: 3744.125977
	Iteration 106Q: 3 clusters Score -1.321916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -13219156.000000 Penalty: 3744.125977
	Iteration 107Q: 3 clusters Score -1.321916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -13219165.000000 Penalty: 3744.125977
	Iteration 108Q: 3 clusters Score -1.321916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -13219164.000000 Penalty: 3744.125977
	Iteration 109Q: 3 clusters Score -1.321916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -13219161.000000 Penalty: 3744.125977
	Iteration 110Q: 3 clusters Score -1.321916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -13219167.000000 Penalty: 3744.125977
	Iteration 111Q: 3 clusters Score -1.321917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -13219163.000000 Penalty: 3744.125977
	Iteration 112Q: 3 clusters Score -1.321916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -13219163.000000 Penalty: 3744.125977
	Iteration 113Q: 3 clusters Score -1.321916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -13219148.000000 Penalty: 3744.125977
	Iteration 114Q: 3 clusters Score -1.321915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -13219148.000000 Penalty: 3744.125977
	Iteration 115F: 3 clusters Score -1.321915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Entering Unmasked Estep 
Score: -19631346.000000 Penalty: 1935.850952
	Iteration 0F: 2 clusters Score -1.963135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -19604890.000000 Penalty: 3871.701904
	Iteration 0F: 3 clusters Score -1.960489e+07 nChanged 72026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -19647280.000000 Penalty: 3871.701904
	Iteration 1F: 3 clusters Score -1.964728e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -19648268.000000 Penalty: 3871.701904
	Iteration 2Q: 3 clusters Score -1.964827e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -19650114.000000 Penalty: 3871.701904
	Iteration 3Q: 3 clusters Score -1.965011e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -19653088.000000 Penalty: 3871.701904
	Iteration 4F: 3 clusters Score -1.965309e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -19658542.000000 Penalty: 3871.701904
	Iteration 5F: 3 clusters Score -1.965854e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -19666842.000000 Penalty: 3871.701904
	Iteration 6F: 3 clusters Score -1.966684e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -19674350.000000 Penalty: 3871.701904
	Iteration 7F: 3 clusters Score -1.967435e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -19677180.000000 Penalty: 3871.701904
	Iteration 8F: 3 clusters Score -1.967718e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -19677996.000000 Penalty: 3871.701904
	Iteration 9Q: 3 clusters Score -1.9678e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -19678234.000000 Penalty: 3871.701904
	Iteration 10Q: 3 clusters Score -1.967823e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -19678286.000000 Penalty: 3871.701904
	Iteration 11Q: 3 clusters Score -1.967829e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -19678262.000000 Penalty: 3871.701904
	Iteration 12Q: 3 clusters Score -1.967826e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -19678292.000000 Penalty: 3871.701904
	Iteration 13Q: 3 clusters Score -1.967829e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -19678296.000000 Penalty: 3871.701904
	Iteration 14Q: 3 clusters Score -1.96783e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -19678158.000000 Penalty: 3871.701904
	Iteration 15Q: 3 clusters Score -1.967816e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -19678146.000000 Penalty: 3871.701904
	Iteration 16Q: 3 clusters Score -1.967815e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -19678052.000000 Penalty: 3871.701904
	Iteration 17Q: 3 clusters Score -1.967805e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -19678074.000000 Penalty: 3871.701904
	Iteration 18Q: 3 clusters Score -1.967807e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -19678198.000000 Penalty: 3871.701904
	Iteration 19Q: 3 clusters Score -1.96782e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -19678262.000000 Penalty: 3871.701904
	Iteration 20F: 3 clusters Score -1.967826e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -19678386.000000 Penalty: 3871.701904
	Iteration 21Q: 3 clusters Score -1.967839e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -19678588.000000 Penalty: 3871.701904
	Iteration 22Q: 3 clusters Score -1.967859e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -19678754.000000 Penalty: 3871.701904
	Iteration 23Q: 3 clusters Score -1.967875e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -19678746.000000 Penalty: 3871.701904
	Iteration 24Q: 3 clusters Score -1.967875e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -19678750.000000 Penalty: 3871.701904
	Iteration 25Q: 3 clusters Score -1.967875e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -19678772.000000 Penalty: 3871.701904
	Iteration 26Q: 3 clusters Score -1.967877e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -19678896.000000 Penalty: 3871.701904
	Iteration 27Q: 3 clusters Score -1.96789e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -19678976.000000 Penalty: 3871.701904
	Iteration 28Q: 3 clusters Score -1.967898e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -19679102.000000 Penalty: 3871.701904
	Iteration 29Q: 3 clusters Score -1.96791e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -19679082.000000 Penalty: 3871.701904
	Iteration 30Q: 3 clusters Score -1.967908e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -19679126.000000 Penalty: 3871.701904
	Iteration 31Q: 3 clusters Score -1.967913e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -19679128.000000 Penalty: 3871.701904
	Iteration 32Q: 3 clusters Score -1.967913e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -19679116.000000 Penalty: 3871.701904
	Iteration 33Q: 3 clusters Score -1.967912e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -19679114.000000 Penalty: 3871.701904
	Iteration 34Q: 3 clusters Score -1.967911e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -19679148.000000 Penalty: 3871.701904
	Iteration 35Q: 3 clusters Score -1.967915e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -19679152.000000 Penalty: 3871.701904
	Iteration 36Q: 3 clusters Score -1.967915e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -19679150.000000 Penalty: 3871.701904
	Iteration 37Q: 3 clusters Score -1.967915e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -19679172.000000 Penalty: 3871.701904
	Iteration 38Q: 3 clusters Score -1.967917e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -19679080.000000 Penalty: 3871.701904
	Iteration 39Q: 3 clusters Score -1.967908e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -19679096.000000 Penalty: 3871.701904
	Iteration 40F: 3 clusters Score -1.96791e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -19679116.000000 Penalty: 3871.701904
	Iteration 41Q: 3 clusters Score -1.967912e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -19679174.000000 Penalty: 3871.701904
	Iteration 42Q: 3 clusters Score -1.967917e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -19679182.000000 Penalty: 3871.701904
	Iteration 43Q: 3 clusters Score -1.967918e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -19679102.000000 Penalty: 3871.701904
	Iteration 44Q: 3 clusters Score -1.96791e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -19679122.000000 Penalty: 3871.701904
	Iteration 45Q: 3 clusters Score -1.967912e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -19679172.000000 Penalty: 3871.701904
	Iteration 46Q: 3 clusters Score -1.967917e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -19679126.000000 Penalty: 3871.701904
	Iteration 47Q: 3 clusters Score -1.967913e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -19679078.000000 Penalty: 3871.701904
	Iteration 48Q: 3 clusters Score -1.967908e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -19679028.000000 Penalty: 3871.701904
	Iteration 49Q: 3 clusters Score -1.967903e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -19679010.000000 Penalty: 3871.701904
	Iteration 50Q: 3 clusters Score -1.967901e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -19679032.000000 Penalty: 3871.701904
	Iteration 51Q: 3 clusters Score -1.967903e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -19679052.000000 Penalty: 3871.701904
	Iteration 52Q: 3 clusters Score -1.967905e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -19679024.000000 Penalty: 3871.701904
	Iteration 53Q: 3 clusters Score -1.967902e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -19678994.000000 Penalty: 3871.701904
	Iteration 54Q: 3 clusters Score -1.967899e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -19678944.000000 Penalty: 3871.701904
	Iteration 55Q: 3 clusters Score -1.967894e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -19679006.000000 Penalty: 3871.701904
	Iteration 56Q: 3 clusters Score -1.967901e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -19678974.000000 Penalty: 3871.701904
	Iteration 57Q: 3 clusters Score -1.967897e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -19678968.000000 Penalty: 3871.701904
	Iteration 58Q: 3 clusters Score -1.967897e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -19678948.000000 Penalty: 3871.701904
	Iteration 59Q: 3 clusters Score -1.967895e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -19678974.000000 Penalty: 3871.701904
	Iteration 60F: 3 clusters Score -1.967897e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -19678980.000000 Penalty: 3871.701904
	Iteration 61Q: 3 clusters Score -1.967898e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -19679010.000000 Penalty: 3871.701904
	Iteration 62Q: 3 clusters Score -1.967901e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -19679014.000000 Penalty: 3871.701904
	Iteration 63Q: 3 clusters Score -1.967901e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -19678988.000000 Penalty: 3871.701904
	Iteration 64Q: 3 clusters Score -1.967899e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -19679046.000000 Penalty: 3871.701904
	Iteration 65Q: 3 clusters Score -1.967905e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -19679082.000000 Penalty: 3871.701904
	Iteration 66Q: 3 clusters Score -1.967908e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -19679074.000000 Penalty: 3871.701904
	Iteration 67Q: 3 clusters Score -1.967907e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -19679094.000000 Penalty: 3871.701904
	Iteration 68Q: 3 clusters Score -1.967909e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -19679050.000000 Penalty: 3871.701904
	Iteration 69Q: 3 clusters Score -1.967905e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -19679024.000000 Penalty: 3871.701904
	Iteration 70Q: 3 clusters Score -1.967902e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -19678992.000000 Penalty: 3871.701904
	Iteration 71Q: 3 clusters Score -1.967899e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -19679006.000000 Penalty: 3871.701904
	Iteration 72Q: 3 clusters Score -1.967901e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -19678988.000000 Penalty: 3871.701904
	Iteration 73Q: 3 clusters Score -1.967899e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -19678988.000000 Penalty: 3871.701904
	Iteration 74Q: 3 clusters Score -1.967899e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -19679010.000000 Penalty: 3871.701904
	Iteration 75Q: 3 clusters Score -1.967901e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -19679040.000000 Penalty: 3871.701904
	Iteration 76Q: 3 clusters Score -1.967904e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -19679024.000000 Penalty: 3871.701904
	Iteration 77Q: 3 clusters Score -1.967902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -19679080.000000 Penalty: 3871.701904
	Iteration 78Q: 3 clusters Score -1.967908e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -19679064.000000 Penalty: 3871.701904
	Iteration 79Q: 3 clusters Score -1.967906e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -19679090.000000 Penalty: 3871.701904
	Iteration 80F: 3 clusters Score -1.967909e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -19679088.000000 Penalty: 3871.701904
	Iteration 81Q: 3 clusters Score -1.967909e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -19679056.000000 Penalty: 3871.701904
	Iteration 82Q: 3 clusters Score -1.967906e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -19679006.000000 Penalty: 3871.701904
	Iteration 83Q: 3 clusters Score -1.967901e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -19679010.000000 Penalty: 3871.701904
	Iteration 84Q: 3 clusters Score -1.967901e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -19679038.000000 Penalty: 3871.701904
	Iteration 85Q: 3 clusters Score -1.967904e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -19679040.000000 Penalty: 3871.701904
	Iteration 86Q: 3 clusters Score -1.967904e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -19679104.000000 Penalty: 3871.701904
	Iteration 87Q: 3 clusters Score -1.96791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -19679130.000000 Penalty: 3871.701904
	Iteration 88Q: 3 clusters Score -1.967913e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -19679148.000000 Penalty: 3871.701904
	Iteration 89Q: 3 clusters Score -1.967915e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -19679166.000000 Penalty: 3871.701904
	Iteration 90Q: 3 clusters Score -1.967917e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -19679150.000000 Penalty: 3871.701904
	Iteration 91Q: 3 clusters Score -1.967915e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -19679166.000000 Penalty: 3871.701904
	Iteration 92Q: 3 clusters Score -1.967917e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -19679166.000000 Penalty: 3871.701904
	Iteration 93Q: 3 clusters Score -1.967917e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -19679214.000000 Penalty: 3871.701904
	Iteration 94Q: 3 clusters Score -1.967921e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -19679214.000000 Penalty: 3871.701904
	Iteration 95Q: 3 clusters Score -1.967921e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -19679204.000000 Penalty: 3871.701904
	Iteration 96Q: 3 clusters Score -1.96792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -19679162.000000 Penalty: 3871.701904
	Iteration 97Q: 3 clusters Score -1.967916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -19679182.000000 Penalty: 3871.701904
	Iteration 98Q: 3 clusters Score -1.967918e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -19679194.000000 Penalty: 3871.701904
	Iteration 99Q: 3 clusters Score -1.967919e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -19679186.000000 Penalty: 3871.701904
	Iteration 100F: 3 clusters Score -1.967919e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -19679170.000000 Penalty: 3871.701904
	Iteration 101Q: 3 clusters Score -1.967917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -19679166.000000 Penalty: 3871.701904
	Iteration 102Q: 3 clusters Score -1.967917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -19679152.000000 Penalty: 3871.701904
	Iteration 103Q: 3 clusters Score -1.967915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -19679182.000000 Penalty: 3871.701904
	Iteration 104Q: 3 clusters Score -1.967918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -19679206.000000 Penalty: 3871.701904
	Iteration 105Q: 3 clusters Score -1.967921e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -19679204.000000 Penalty: 3871.701904
	Iteration 106Q: 3 clusters Score -1.96792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -19679180.000000 Penalty: 3871.701904
	Iteration 107Q: 3 clusters Score -1.967918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -19679162.000000 Penalty: 3871.701904
	Iteration 108Q: 3 clusters Score -1.967916e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679168.000000 Penalty: 3871.701904
	Iteration 109Q: 3 clusters Score -1.967917e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -19679166.000000 Penalty: 3871.701904
	Iteration 110Q: 3 clusters Score -1.967917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -19679148.000000 Penalty: 3871.701904
	Iteration 111Q: 3 clusters Score -1.967915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19679148.000000 Penalty: 3871.701904
	Iteration 112Q: 3 clusters Score -1.967915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679134.000000 Penalty: 3871.701904
	Iteration 113Q: 3 clusters Score -1.967913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -19679166.000000 Penalty: 3871.701904
	Iteration 114Q: 3 clusters Score -1.967917e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679176.000000 Penalty: 3871.701904
	Iteration 115Q: 3 clusters Score -1.967918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -19679200.000000 Penalty: 3871.701904
	Iteration 116Q: 3 clusters Score -1.96792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -19679190.000000 Penalty: 3871.701904
	Iteration 117Q: 3 clusters Score -1.967919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -19679194.000000 Penalty: 3871.701904
	Iteration 118Q: 3 clusters Score -1.967919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -19679200.000000 Penalty: 3871.701904
	Iteration 119Q: 3 clusters Score -1.96792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -19679218.000000 Penalty: 3871.701904
	Iteration 120F: 3 clusters Score -1.967922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679242.000000 Penalty: 3871.701904
	Iteration 121Q: 3 clusters Score -1.967924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -19679244.000000 Penalty: 3871.701904
	Iteration 122Q: 3 clusters Score -1.967924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -19679244.000000 Penalty: 3871.701904
	Iteration 123Q: 3 clusters Score -1.967924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -19679242.000000 Penalty: 3871.701904
	Iteration 124Q: 3 clusters Score -1.967924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679264.000000 Penalty: 3871.701904
	Iteration 125Q: 3 clusters Score -1.967926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -19679254.000000 Penalty: 3871.701904
	Iteration 126Q: 3 clusters Score -1.967925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -19679238.000000 Penalty: 3871.701904
	Iteration 127Q: 3 clusters Score -1.967924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -19679222.000000 Penalty: 3871.701904
	Iteration 128Q: 3 clusters Score -1.967922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -19679236.000000 Penalty: 3871.701904
	Iteration 129Q: 3 clusters Score -1.967924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19679248.000000 Penalty: 3871.701904
	Iteration 130Q: 3 clusters Score -1.967925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679244.000000 Penalty: 3871.701904
	Iteration 131Q: 3 clusters Score -1.967924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679246.000000 Penalty: 3871.701904
	Iteration 132Q: 3 clusters Score -1.967925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679232.000000 Penalty: 3871.701904
	Iteration 133Q: 3 clusters Score -1.967923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -19679234.000000 Penalty: 3871.701904
	Iteration 134Q: 3 clusters Score -1.967923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -19679220.000000 Penalty: 3871.701904
	Iteration 135Q: 3 clusters Score -1.967922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -19679214.000000 Penalty: 3871.701904
	Iteration 136Q: 3 clusters Score -1.967921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -19679244.000000 Penalty: 3871.701904
	Iteration 137Q: 3 clusters Score -1.967924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -19679238.000000 Penalty: 3871.701904
	Iteration 138Q: 3 clusters Score -1.967924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -19679234.000000 Penalty: 3871.701904
	Iteration 139Q: 3 clusters Score -1.967923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -19679252.000000 Penalty: 3871.701904
	Iteration 140F: 3 clusters Score -1.967925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -19679238.000000 Penalty: 3871.701904
	Iteration 141Q: 3 clusters Score -1.967924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -19679230.000000 Penalty: 3871.701904
	Iteration 142Q: 3 clusters Score -1.967923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -19679236.000000 Penalty: 3871.701904
	Iteration 143Q: 3 clusters Score -1.967924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -19679240.000000 Penalty: 3871.701904
	Iteration 144Q: 3 clusters Score -1.967924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -19679238.000000 Penalty: 3871.701904
	Iteration 145Q: 3 clusters Score -1.967924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -19679244.000000 Penalty: 3871.701904
	Iteration 146Q: 3 clusters Score -1.967924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -19679260.000000 Penalty: 3871.701904
	Iteration 147Q: 3 clusters Score -1.967926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -19679254.000000 Penalty: 3871.701904
	Iteration 148Q: 3 clusters Score -1.967925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -19679272.000000 Penalty: 3871.701904
	Iteration 149Q: 3 clusters Score -1.967927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -19679266.000000 Penalty: 3871.701904
	Iteration 150Q: 3 clusters Score -1.967927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -19679264.000000 Penalty: 3871.701904
	Iteration 151Q: 3 clusters Score -1.967926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -19679260.000000 Penalty: 3871.701904
	Iteration 152Q: 3 clusters Score -1.967926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -19679264.000000 Penalty: 3871.701904
	Iteration 153Q: 3 clusters Score -1.967926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -19679276.000000 Penalty: 3871.701904
	Iteration 154Q: 3 clusters Score -1.967928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -19679276.000000 Penalty: 3871.701904
	Iteration 155Q: 3 clusters Score -1.967928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -19679268.000000 Penalty: 3871.701904
	Iteration 156Q: 3 clusters Score -1.967927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -19679280.000000 Penalty: 3871.701904
	Iteration 157Q: 3 clusters Score -1.967928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -19679288.000000 Penalty: 3871.701904
	Iteration 158Q: 3 clusters Score -1.967929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -19679280.000000 Penalty: 3871.701904
	Iteration 159Q: 3 clusters Score -1.967928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -19679306.000000 Penalty: 3871.701904
	Iteration 160F: 3 clusters Score -1.967931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679304.000000 Penalty: 3871.701904
	Iteration 161Q: 3 clusters Score -1.96793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -19679316.000000 Penalty: 3871.701904
	Iteration 162Q: 3 clusters Score -1.967932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -19679302.000000 Penalty: 3871.701904
	Iteration 163Q: 3 clusters Score -1.96793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -19679310.000000 Penalty: 3871.701904
	Iteration 164Q: 3 clusters Score -1.967931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19679304.000000 Penalty: 3871.701904
	Iteration 165Q: 3 clusters Score -1.96793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679312.000000 Penalty: 3871.701904
	Iteration 166Q: 3 clusters Score -1.967931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -19679316.000000 Penalty: 3871.701904
	Iteration 167Q: 3 clusters Score -1.967932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -19679328.000000 Penalty: 3871.701904
	Iteration 168Q: 3 clusters Score -1.967933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -19679320.000000 Penalty: 3871.701904
	Iteration 169Q: 3 clusters Score -1.967932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -19679322.000000 Penalty: 3871.701904
	Iteration 170Q: 3 clusters Score -1.967932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -19679334.000000 Penalty: 3871.701904
	Iteration 171Q: 3 clusters Score -1.967933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -19679312.000000 Penalty: 3871.701904
	Iteration 172Q: 3 clusters Score -1.967931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -19679320.000000 Penalty: 3871.701904
	Iteration 173Q: 3 clusters Score -1.967932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -19679306.000000 Penalty: 3871.701904
	Iteration 174Q: 3 clusters Score -1.967931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -19679312.000000 Penalty: 3871.701904
	Iteration 175Q: 3 clusters Score -1.967931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -19679312.000000 Penalty: 3871.701904
	Iteration 176Q: 3 clusters Score -1.967931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -19679310.000000 Penalty: 3871.701904
	Iteration 177Q: 3 clusters Score -1.967931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -19679306.000000 Penalty: 3871.701904
	Iteration 178Q: 3 clusters Score -1.967931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -19679306.000000 Penalty: 3871.701904
	Iteration 179Q: 3 clusters Score -1.967931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -19679308.000000 Penalty: 3871.701904
	Iteration 180F: 3 clusters Score -1.967931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -19679306.000000 Penalty: 3871.701904
	Iteration 181Q: 3 clusters Score -1.967931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -19679304.000000 Penalty: 3871.701904
	Iteration 182Q: 3 clusters Score -1.96793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -19679310.000000 Penalty: 3871.701904
	Iteration 183Q: 3 clusters Score -1.967931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -19679298.000000 Penalty: 3871.701904
	Iteration 184Q: 3 clusters Score -1.96793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -19679284.000000 Penalty: 3871.701904
	Iteration 185Q: 3 clusters Score -1.967928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -19679278.000000 Penalty: 3871.701904
	Iteration 186Q: 3 clusters Score -1.967928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -19679266.000000 Penalty: 3871.701904
	Iteration 187Q: 3 clusters Score -1.967927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -19679280.000000 Penalty: 3871.701904
	Iteration 188Q: 3 clusters Score -1.967928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -19679272.000000 Penalty: 3871.701904
	Iteration 189Q: 3 clusters Score -1.967927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -19679276.000000 Penalty: 3871.701904
	Iteration 190Q: 3 clusters Score -1.967928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -19679278.000000 Penalty: 3871.701904
	Iteration 191Q: 3 clusters Score -1.967928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 192Q: 3 clusters Score -1.967929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 193Q: 3 clusters Score -1.967929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -19679278.000000 Penalty: 3871.701904
	Iteration 194Q: 3 clusters Score -1.967928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -19679268.000000 Penalty: 3871.701904
	Iteration 195Q: 3 clusters Score -1.967927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 196Q: 3 clusters Score -1.967929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -19679290.000000 Penalty: 3871.701904
	Iteration 197Q: 3 clusters Score -1.967929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -19679286.000000 Penalty: 3871.701904
	Iteration 198Q: 3 clusters Score -1.967929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -19679282.000000 Penalty: 3871.701904
	Iteration 199Q: 3 clusters Score -1.967928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 200F: 3 clusters Score -1.967929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -19679290.000000 Penalty: 3871.701904
	Iteration 201Q: 3 clusters Score -1.967929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -19679294.000000 Penalty: 3871.701904
	Iteration 202Q: 3 clusters Score -1.967929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -19679284.000000 Penalty: 3871.701904
	Iteration 203Q: 3 clusters Score -1.967928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -19679286.000000 Penalty: 3871.701904
	Iteration 204Q: 3 clusters Score -1.967929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -19679286.000000 Penalty: 3871.701904
	Iteration 205Q: 3 clusters Score -1.967929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19679286.000000 Penalty: 3871.701904
	Iteration 206Q: 3 clusters Score -1.967929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -19679280.000000 Penalty: 3871.701904
	Iteration 207Q: 3 clusters Score -1.967928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19679276.000000 Penalty: 3871.701904
	Iteration 208Q: 3 clusters Score -1.967928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19679278.000000 Penalty: 3871.701904
	Iteration 209Q: 3 clusters Score -1.967928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -19679278.000000 Penalty: 3871.701904
	Iteration 210Q: 3 clusters Score -1.967928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679280.000000 Penalty: 3871.701904
	Iteration 211Q: 3 clusters Score -1.967928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 212Q: 3 clusters Score -1.967929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679286.000000 Penalty: 3871.701904
	Iteration 213Q: 3 clusters Score -1.967929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19679280.000000 Penalty: 3871.701904
	Iteration 214Q: 3 clusters Score -1.967928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 215Q: 3 clusters Score -1.967929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -19679292.000000 Penalty: 3871.701904
	Iteration 216F: 3 clusters Score -1.967929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 20023 members 
Mstep: Class 9 contains 130666 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 124785 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Entering Unmasked Estep 
Score: -127569688.000000 Penalty: 44902.261719
Splitting cluster 5 changes total score from -127511648.000000 to -127569688.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -60256.656250 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -60256.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59312.769531 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -59312.77 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59766.152344 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -59766.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60189.628906 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -60189.63 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60556.906250 Penalty: 2089.134277
	Iteration 3F: 3 clusters Score -60556.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60835.667969 Penalty: 2089.134277
	Iteration 4F: 3 clusters Score -60835.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61072.425781 Penalty: 2089.134277
	Iteration 5F: 3 clusters Score -61072.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -61166.058594 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -61166.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -61220.773438 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -61220.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -61286.160156 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -61286.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -61293.902344 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -61293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -61299.203125 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -61299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -61301.226562 Penalty: 2089.134277
	Iteration 11F: 3 clusters Score -61301.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -61309.664062 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -61309.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61315.527344 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -61315.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61321.421875 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -61321.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61322.574219 Penalty: 2089.134277
	Iteration 15Q: 3 clusters Score -61322.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61322.574219 Penalty: 2089.134277
	Iteration 16F: 3 clusters Score -61322.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 20023 members 
Mstep: Class 9 contains 130666 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 124785 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Entering Unmasked Estep 
Score: -127569744.000000 Penalty: 47147.375000
Splitting cluster 6 changes total score from -127511648.000000 to -127569744.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (24073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Entering Unmasked Estep 
Score: -3235399.250000 Penalty: 1639.437500
	Iteration 0F: 2 clusters Score -3235399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3219094.000000 Penalty: 3278.875000
	Iteration 0F: 3 clusters Score -3219094 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3225042.250000 Penalty: 3278.875000
	Iteration 1F: 3 clusters Score -3225042 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3225364.250000 Penalty: 3278.875000
	Iteration 2Q: 3 clusters Score -3225364 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3225674.250000 Penalty: 3278.875000
	Iteration 3Q: 3 clusters Score -3225674 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3225995.500000 Penalty: 3278.875000
	Iteration 4Q: 3 clusters Score -3225996 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3226402.750000 Penalty: 3278.875000
	Iteration 5Q: 3 clusters Score -3226403 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3226927.250000 Penalty: 3278.875000
	Iteration 6Q: 3 clusters Score -3226927 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3227632.000000 Penalty: 3278.875000
	Iteration 7F: 3 clusters Score -3227632 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3228564.250000 Penalty: 3278.875000
	Iteration 8F: 3 clusters Score -3228564 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3229692.750000 Penalty: 3278.875000
	Iteration 9F: 3 clusters Score -3229693 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3230865.000000 Penalty: 3278.875000
	Iteration 10F: 3 clusters Score -3230865 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3231897.250000 Penalty: 3278.875000
	Iteration 11Q: 3 clusters Score -3231897 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3232628.250000 Penalty: 3278.875000
	Iteration 12Q: 3 clusters Score -3232628 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3233118.000000 Penalty: 3278.875000
	Iteration 13Q: 3 clusters Score -3233118 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3233408.250000 Penalty: 3278.875000
	Iteration 14Q: 3 clusters Score -3233408 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3233625.000000 Penalty: 3278.875000
	Iteration 15Q: 3 clusters Score -3233625 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3233765.750000 Penalty: 3278.875000
	Iteration 16Q: 3 clusters Score -3233766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3233831.750000 Penalty: 3278.875000
	Iteration 17Q: 3 clusters Score -3233832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3233885.500000 Penalty: 3278.875000
	Iteration 18Q: 3 clusters Score -3233886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3233925.500000 Penalty: 3278.875000
	Iteration 19Q: 3 clusters Score -3233926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3233961.500000 Penalty: 3278.875000
	Iteration 20F: 3 clusters Score -3233962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3233979.500000 Penalty: 3278.875000
	Iteration 21Q: 3 clusters Score -3233980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3233988.500000 Penalty: 3278.875000
	Iteration 22Q: 3 clusters Score -3233988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3233998.500000 Penalty: 3278.875000
	Iteration 23Q: 3 clusters Score -3233998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3234013.750000 Penalty: 3278.875000
	Iteration 24Q: 3 clusters Score -3234014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3234013.000000 Penalty: 3278.875000
	Iteration 25Q: 3 clusters Score -3234013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3234017.500000 Penalty: 3278.875000
	Iteration 26Q: 3 clusters Score -3234018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3234016.000000 Penalty: 3278.875000
	Iteration 27Q: 3 clusters Score -3234016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3234016.000000 Penalty: 3278.875000
	Iteration 28F: 3 clusters Score -3234016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Entering Unmasked Estep 
Score: -2416935.250000 Penalty: 1609.503540
	Iteration 0F: 2 clusters Score -2416935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2403338.750000 Penalty: 3219.007080
	Iteration 0F: 3 clusters Score -2403339 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2408850.750000 Penalty: 3219.007080
	Iteration 1F: 3 clusters Score -2408851 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2410846.000000 Penalty: 3219.007080
	Iteration 2F: 3 clusters Score -2410846 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2414528.500000 Penalty: 3219.007080
	Iteration 3F: 3 clusters Score -2414528 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2418082.500000 Penalty: 3219.007080
	Iteration 4F: 3 clusters Score -2418082 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2420347.500000 Penalty: 3219.007080
	Iteration 5F: 3 clusters Score -2420348 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2421706.750000 Penalty: 3219.007080
	Iteration 6F: 3 clusters Score -2421707 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2422388.000000 Penalty: 3219.007080
	Iteration 7Q: 3 clusters Score -2422388 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2422691.500000 Penalty: 3219.007080
	Iteration 8Q: 3 clusters Score -2422692 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2422876.500000 Penalty: 3219.007080
	Iteration 9Q: 3 clusters Score -2422876 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2422999.750000 Penalty: 3219.007080
	Iteration 10Q: 3 clusters Score -2423000 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2423096.250000 Penalty: 3219.007080
	Iteration 11Q: 3 clusters Score -2423096 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2423188.250000 Penalty: 3219.007080
	Iteration 12Q: 3 clusters Score -2423188 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2423266.250000 Penalty: 3219.007080
	Iteration 13Q: 3 clusters Score -2423266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2423347.500000 Penalty: 3219.007080
	Iteration 14Q: 3 clusters Score -2423348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2423423.000000 Penalty: 3219.007080
	Iteration 15Q: 3 clusters Score -2423423 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2423528.250000 Penalty: 3219.007080
	Iteration 16Q: 3 clusters Score -2423528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2423641.750000 Penalty: 3219.007080
	Iteration 17Q: 3 clusters Score -2423642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2423735.250000 Penalty: 3219.007080
	Iteration 18Q: 3 clusters Score -2423735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2423810.250000 Penalty: 3219.007080
	Iteration 19Q: 3 clusters Score -2423810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2423839.750000 Penalty: 3219.007080
	Iteration 20F: 3 clusters Score -2423840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2423870.750000 Penalty: 3219.007080
	Iteration 21Q: 3 clusters Score -2423871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2423894.000000 Penalty: 3219.007080
	Iteration 22Q: 3 clusters Score -2423894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2423899.750000 Penalty: 3219.007080
	Iteration 23Q: 3 clusters Score -2423900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2423908.000000 Penalty: 3219.007080
	Iteration 24Q: 3 clusters Score -2423908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2423918.250000 Penalty: 3219.007080
	Iteration 25Q: 3 clusters Score -2423918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2423926.500000 Penalty: 3219.007080
	Iteration 26Q: 3 clusters Score -2423926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2423926.750000 Penalty: 3219.007080
	Iteration 27Q: 3 clusters Score -2423927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2423934.750000 Penalty: 3219.007080
	Iteration 28Q: 3 clusters Score -2423935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2423935.000000 Penalty: 3219.007080
	Iteration 29Q: 3 clusters Score -2423935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2423935.750000 Penalty: 3219.007080
	Iteration 30Q: 3 clusters Score -2423936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2423936.000000 Penalty: 3219.007080
	Iteration 31Q: 3 clusters Score -2423936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2423937.000000 Penalty: 3219.007080
	Iteration 32Q: 3 clusters Score -2423937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2423939.750000 Penalty: 3219.007080
	Iteration 33Q: 3 clusters Score -2423940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2423945.750000 Penalty: 3219.007080
	Iteration 34Q: 3 clusters Score -2423946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2423947.250000 Penalty: 3219.007080
	Iteration 35Q: 3 clusters Score -2423947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2423949.250000 Penalty: 3219.007080
	Iteration 36Q: 3 clusters Score -2423949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2423948.500000 Penalty: 3219.007080
	Iteration 37Q: 3 clusters Score -2423948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2423948.250000 Penalty: 3219.007080
	Iteration 38Q: 3 clusters Score -2423948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2423948.250000 Penalty: 3219.007080
	Iteration 39Q: 3 clusters Score -2423948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2423948.500000 Penalty: 3219.007080
	Iteration 40F: 3 clusters Score -2423948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2423950.500000 Penalty: 3219.007080
	Iteration 41Q: 3 clusters Score -2423950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2423948.750000 Penalty: 3219.007080
	Iteration 42Q: 3 clusters Score -2423949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2423950.500000 Penalty: 3219.007080
	Iteration 43Q: 3 clusters Score -2423950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2423950.500000 Penalty: 3219.007080
	Iteration 44F: 3 clusters Score -2423950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 130666 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 124785 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Entering Unmasked Estep 
Score: -127577872.000000 Penalty: 49392.488281
Splitting cluster 8 changes total score from -127511648.000000 to -127577872.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (130666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Entering Unmasked Estep 
Score: -17306204.000000 Penalty: 1914.314941
	Iteration 0F: 2 clusters Score -1.73062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -17243536.000000 Penalty: 3828.629883
	Iteration 0F: 3 clusters Score -1.724354e+07 nChanged 62896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -17281218.000000 Penalty: 3828.629883
	Iteration 1F: 3 clusters Score -1.728122e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -17282576.000000 Penalty: 3828.629883
	Iteration 2Q: 3 clusters Score -1.728258e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -17282998.000000 Penalty: 3828.629883
	Iteration 3F: 3 clusters Score -1.7283e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -17283250.000000 Penalty: 3828.629883
	Iteration 4F: 3 clusters Score -1.728325e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -17283604.000000 Penalty: 3828.629883
	Iteration 5F: 3 clusters Score -1.72836e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -17286186.000000 Penalty: 3828.629883
	Iteration 6F: 3 clusters Score -1.728619e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -17291138.000000 Penalty: 3828.629883
	Iteration 7F: 3 clusters Score -1.729114e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -17296866.000000 Penalty: 3828.629883
	Iteration 8F: 3 clusters Score -1.729687e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -17300696.000000 Penalty: 3828.629883
	Iteration 9F: 3 clusters Score -1.73007e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -17303648.000000 Penalty: 3828.629883
	Iteration 10Q: 3 clusters Score -1.730365e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -17306378.000000 Penalty: 3828.629883
	Iteration 11Q: 3 clusters Score -1.730638e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -17309158.000000 Penalty: 3828.629883
	Iteration 12Q: 3 clusters Score -1.730916e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -17311852.000000 Penalty: 3828.629883
	Iteration 13Q: 3 clusters Score -1.731185e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -17314032.000000 Penalty: 3828.629883
	Iteration 14Q: 3 clusters Score -1.731403e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -17315972.000000 Penalty: 3828.629883
	Iteration 15Q: 3 clusters Score -1.731597e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -17316568.000000 Penalty: 3828.629883
	Iteration 16Q: 3 clusters Score -1.731657e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -17316920.000000 Penalty: 3828.629883
	Iteration 17Q: 3 clusters Score -1.731692e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 73058 members 
Entering Unmasked Estep 
Score: -17317040.000000 Penalty: 3828.629883
	Iteration 18Q: 3 clusters Score -1.731704e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -17317184.000000 Penalty: 3828.629883
	Iteration 19Q: 3 clusters Score -1.731718e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -17317516.000000 Penalty: 3828.629883
	Iteration 20F: 3 clusters Score -1.731752e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -17317642.000000 Penalty: 3828.629883
	Iteration 21Q: 3 clusters Score -1.731764e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -17317868.000000 Penalty: 3828.629883
	Iteration 22Q: 3 clusters Score -1.731787e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -17317904.000000 Penalty: 3828.629883
	Iteration 23Q: 3 clusters Score -1.73179e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -17317854.000000 Penalty: 3828.629883
	Iteration 24Q: 3 clusters Score -1.731785e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -17317868.000000 Penalty: 3828.629883
	Iteration 25Q: 3 clusters Score -1.731787e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -17317826.000000 Penalty: 3828.629883
	Iteration 26Q: 3 clusters Score -1.731783e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -17317790.000000 Penalty: 3828.629883
	Iteration 27Q: 3 clusters Score -1.731779e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -17317730.000000 Penalty: 3828.629883
	Iteration 28Q: 3 clusters Score -1.731773e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -17317758.000000 Penalty: 3828.629883
	Iteration 29Q: 3 clusters Score -1.731776e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -17317738.000000 Penalty: 3828.629883
	Iteration 30Q: 3 clusters Score -1.731774e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -17317756.000000 Penalty: 3828.629883
	Iteration 31Q: 3 clusters Score -1.731776e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -17317752.000000 Penalty: 3828.629883
	Iteration 32Q: 3 clusters Score -1.731775e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -17317846.000000 Penalty: 3828.629883
	Iteration 33Q: 3 clusters Score -1.731785e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -17318040.000000 Penalty: 3828.629883
	Iteration 34Q: 3 clusters Score -1.731804e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -17318100.000000 Penalty: 3828.629883
	Iteration 35Q: 3 clusters Score -1.73181e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -17318198.000000 Penalty: 3828.629883
	Iteration 36Q: 3 clusters Score -1.73182e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -17318302.000000 Penalty: 3828.629883
	Iteration 37Q: 3 clusters Score -1.73183e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -17318380.000000 Penalty: 3828.629883
	Iteration 38Q: 3 clusters Score -1.731838e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -17318346.000000 Penalty: 3828.629883
	Iteration 39Q: 3 clusters Score -1.731835e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -17318336.000000 Penalty: 3828.629883
	Iteration 40F: 3 clusters Score -1.731834e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -17318342.000000 Penalty: 3828.629883
	Iteration 41Q: 3 clusters Score -1.731834e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -17318408.000000 Penalty: 3828.629883
	Iteration 42Q: 3 clusters Score -1.731841e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -17318480.000000 Penalty: 3828.629883
	Iteration 43Q: 3 clusters Score -1.731848e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -17318506.000000 Penalty: 3828.629883
	Iteration 44Q: 3 clusters Score -1.731851e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -17318538.000000 Penalty: 3828.629883
	Iteration 45Q: 3 clusters Score -1.731854e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -17318584.000000 Penalty: 3828.629883
	Iteration 46Q: 3 clusters Score -1.731858e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -17318630.000000 Penalty: 3828.629883
	Iteration 47Q: 3 clusters Score -1.731863e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -17318686.000000 Penalty: 3828.629883
	Iteration 48Q: 3 clusters Score -1.731869e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -17318724.000000 Penalty: 3828.629883
	Iteration 49Q: 3 clusters Score -1.731872e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -17318738.000000 Penalty: 3828.629883
	Iteration 50Q: 3 clusters Score -1.731874e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -17318756.000000 Penalty: 3828.629883
	Iteration 51Q: 3 clusters Score -1.731876e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -17318750.000000 Penalty: 3828.629883
	Iteration 52Q: 3 clusters Score -1.731875e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -17318720.000000 Penalty: 3828.629883
	Iteration 53Q: 3 clusters Score -1.731872e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -17318746.000000 Penalty: 3828.629883
	Iteration 54Q: 3 clusters Score -1.731875e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -17318764.000000 Penalty: 3828.629883
	Iteration 55Q: 3 clusters Score -1.731876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -17318750.000000 Penalty: 3828.629883
	Iteration 56Q: 3 clusters Score -1.731875e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -17318780.000000 Penalty: 3828.629883
	Iteration 57Q: 3 clusters Score -1.731878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -17318776.000000 Penalty: 3828.629883
	Iteration 58Q: 3 clusters Score -1.731878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -17318796.000000 Penalty: 3828.629883
	Iteration 59Q: 3 clusters Score -1.73188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -17318780.000000 Penalty: 3828.629883
	Iteration 60F: 3 clusters Score -1.731878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -17318776.000000 Penalty: 3828.629883
	Iteration 61Q: 3 clusters Score -1.731878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -17318762.000000 Penalty: 3828.629883
	Iteration 62Q: 3 clusters Score -1.731876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -17318776.000000 Penalty: 3828.629883
	Iteration 63Q: 3 clusters Score -1.731878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -17318760.000000 Penalty: 3828.629883
	Iteration 64Q: 3 clusters Score -1.731876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -17318772.000000 Penalty: 3828.629883
	Iteration 65Q: 3 clusters Score -1.731877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -17318778.000000 Penalty: 3828.629883
	Iteration 66Q: 3 clusters Score -1.731878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -17318762.000000 Penalty: 3828.629883
	Iteration 67Q: 3 clusters Score -1.731876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -17318770.000000 Penalty: 3828.629883
	Iteration 68Q: 3 clusters Score -1.731877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -17318750.000000 Penalty: 3828.629883
	Iteration 69Q: 3 clusters Score -1.731875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -17318740.000000 Penalty: 3828.629883
	Iteration 70Q: 3 clusters Score -1.731874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -17318728.000000 Penalty: 3828.629883
	Iteration 71Q: 3 clusters Score -1.731873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -17318730.000000 Penalty: 3828.629883
	Iteration 72Q: 3 clusters Score -1.731873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -17318724.000000 Penalty: 3828.629883
	Iteration 73Q: 3 clusters Score -1.731872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -17318712.000000 Penalty: 3828.629883
	Iteration 74Q: 3 clusters Score -1.731871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -17318718.000000 Penalty: 3828.629883
	Iteration 75Q: 3 clusters Score -1.731872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -17318706.000000 Penalty: 3828.629883
	Iteration 76Q: 3 clusters Score -1.731871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -17318700.000000 Penalty: 3828.629883
	Iteration 77Q: 3 clusters Score -1.73187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -17318696.000000 Penalty: 3828.629883
	Iteration 78Q: 3 clusters Score -1.73187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -17318704.000000 Penalty: 3828.629883
	Iteration 79Q: 3 clusters Score -1.73187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -17318712.000000 Penalty: 3828.629883
	Iteration 80F: 3 clusters Score -1.731871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -17318716.000000 Penalty: 3828.629883
	Iteration 81Q: 3 clusters Score -1.731872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -17318716.000000 Penalty: 3828.629883
	Iteration 82Q: 3 clusters Score -1.731872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -17318704.000000 Penalty: 3828.629883
	Iteration 83Q: 3 clusters Score -1.73187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -17318714.000000 Penalty: 3828.629883
	Iteration 84Q: 3 clusters Score -1.731871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -17318714.000000 Penalty: 3828.629883
	Iteration 85F: 3 clusters Score -1.731871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 124785 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 69851 members 
Entering Unmasked Estep 
Score: -127590936.000000 Penalty: 51637.597656
Splitting cluster 9 changes total score from -127511648.000000 to -127590936.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (124785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124785 members 
Entering Unmasked Estep 
Score: -16446232.000000 Penalty: 1906.831421
	Iteration 0F: 2 clusters Score -1.644623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -16383278.000000 Penalty: 3813.662842
	Iteration 0F: 3 clusters Score -1.638328e+07 nChanged 59869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -16420412.000000 Penalty: 3813.662842
	Iteration 1F: 3 clusters Score -1.642041e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -16424430.000000 Penalty: 3813.662842
	Iteration 2F: 3 clusters Score -1.642443e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -16430653.000000 Penalty: 3813.662842
	Iteration 3F: 3 clusters Score -1.643065e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -16438783.000000 Penalty: 3813.662842
	Iteration 4F: 3 clusters Score -1.643878e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -16446620.000000 Penalty: 3813.662842
	Iteration 5F: 3 clusters Score -1.644662e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -16450891.000000 Penalty: 3813.662842
	Iteration 6F: 3 clusters Score -1.645089e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -16452842.000000 Penalty: 3813.662842
	Iteration 7Q: 3 clusters Score -1.645284e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -16454407.000000 Penalty: 3813.662842
	Iteration 8Q: 3 clusters Score -1.645441e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -16455280.000000 Penalty: 3813.662842
	Iteration 9Q: 3 clusters Score -1.645528e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -16455670.000000 Penalty: 3813.662842
	Iteration 10Q: 3 clusters Score -1.645567e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -16456029.000000 Penalty: 3813.662842
	Iteration 11Q: 3 clusters Score -1.645603e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -16456252.000000 Penalty: 3813.662842
	Iteration 12Q: 3 clusters Score -1.645625e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -16456292.000000 Penalty: 3813.662842
	Iteration 13Q: 3 clusters Score -1.645629e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -16456429.000000 Penalty: 3813.662842
	Iteration 14Q: 3 clusters Score -1.645643e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -16456536.000000 Penalty: 3813.662842
	Iteration 15Q: 3 clusters Score -1.645654e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -16456583.000000 Penalty: 3813.662842
	Iteration 16Q: 3 clusters Score -1.645658e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -16456471.000000 Penalty: 3813.662842
	Iteration 17Q: 3 clusters Score -1.645647e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -16456245.000000 Penalty: 3813.662842
	Iteration 18Q: 3 clusters Score -1.645624e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -16456221.000000 Penalty: 3813.662842
	Iteration 19Q: 3 clusters Score -1.645622e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -16456071.000000 Penalty: 3813.662842
	Iteration 20F: 3 clusters Score -1.645607e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -16455906.000000 Penalty: 3813.662842
	Iteration 21Q: 3 clusters Score -1.645591e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -16455765.000000 Penalty: 3813.662842
	Iteration 22Q: 3 clusters Score -1.645576e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -16455627.000000 Penalty: 3813.662842
	Iteration 23Q: 3 clusters Score -1.645563e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -16455529.000000 Penalty: 3813.662842
	Iteration 24Q: 3 clusters Score -1.645553e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -16455339.000000 Penalty: 3813.662842
	Iteration 25Q: 3 clusters Score -1.645534e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -16455221.000000 Penalty: 3813.662842
	Iteration 26Q: 3 clusters Score -1.645522e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -16455113.000000 Penalty: 3813.662842
	Iteration 27Q: 3 clusters Score -1.645511e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -16454936.000000 Penalty: 3813.662842
	Iteration 28Q: 3 clusters Score -1.645494e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -16454855.000000 Penalty: 3813.662842
	Iteration 29Q: 3 clusters Score -1.645486e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -16454794.000000 Penalty: 3813.662842
	Iteration 30Q: 3 clusters Score -1.645479e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -16454789.000000 Penalty: 3813.662842
	Iteration 31Q: 3 clusters Score -1.645479e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -16454708.000000 Penalty: 3813.662842
	Iteration 32Q: 3 clusters Score -1.645471e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -16454637.000000 Penalty: 3813.662842
	Iteration 33Q: 3 clusters Score -1.645464e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -16454542.000000 Penalty: 3813.662842
	Iteration 34Q: 3 clusters Score -1.645454e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -16454582.000000 Penalty: 3813.662842
	Iteration 35Q: 3 clusters Score -1.645458e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -16454621.000000 Penalty: 3813.662842
	Iteration 36Q: 3 clusters Score -1.645462e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -16454600.000000 Penalty: 3813.662842
	Iteration 37Q: 3 clusters Score -1.64546e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -16454679.000000 Penalty: 3813.662842
	Iteration 38Q: 3 clusters Score -1.645468e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -16454754.000000 Penalty: 3813.662842
	Iteration 39Q: 3 clusters Score -1.645475e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -16454870.000000 Penalty: 3813.662842
	Iteration 40F: 3 clusters Score -1.645487e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -16454913.000000 Penalty: 3813.662842
	Iteration 41Q: 3 clusters Score -1.645491e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -16455066.000000 Penalty: 3813.662842
	Iteration 42Q: 3 clusters Score -1.645507e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -16455214.000000 Penalty: 3813.662842
	Iteration 43Q: 3 clusters Score -1.645521e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -16455324.000000 Penalty: 3813.662842
	Iteration 44Q: 3 clusters Score -1.645532e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -16455438.000000 Penalty: 3813.662842
	Iteration 45Q: 3 clusters Score -1.645544e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -16455611.000000 Penalty: 3813.662842
	Iteration 46Q: 3 clusters Score -1.645561e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -16455729.000000 Penalty: 3813.662842
	Iteration 47Q: 3 clusters Score -1.645573e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -16455852.000000 Penalty: 3813.662842
	Iteration 48Q: 3 clusters Score -1.645585e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -16455911.000000 Penalty: 3813.662842
	Iteration 49Q: 3 clusters Score -1.645591e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -16455979.000000 Penalty: 3813.662842
	Iteration 50Q: 3 clusters Score -1.645598e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -16456104.000000 Penalty: 3813.662842
	Iteration 51Q: 3 clusters Score -1.64561e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -16456184.000000 Penalty: 3813.662842
	Iteration 52Q: 3 clusters Score -1.645618e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -16456246.000000 Penalty: 3813.662842
	Iteration 53Q: 3 clusters Score -1.645625e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -16456306.000000 Penalty: 3813.662842
	Iteration 54Q: 3 clusters Score -1.645631e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -16456372.000000 Penalty: 3813.662842
	Iteration 55Q: 3 clusters Score -1.645637e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -16456386.000000 Penalty: 3813.662842
	Iteration 56Q: 3 clusters Score -1.645639e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -16456424.000000 Penalty: 3813.662842
	Iteration 57Q: 3 clusters Score -1.645642e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -16456476.000000 Penalty: 3813.662842
	Iteration 58Q: 3 clusters Score -1.645648e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -16456462.000000 Penalty: 3813.662842
	Iteration 59Q: 3 clusters Score -1.645646e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -16456471.000000 Penalty: 3813.662842
	Iteration 60F: 3 clusters Score -1.645647e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -16456465.000000 Penalty: 3813.662842
	Iteration 61Q: 3 clusters Score -1.645646e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -16456488.000000 Penalty: 3813.662842
	Iteration 62Q: 3 clusters Score -1.645649e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -16456518.000000 Penalty: 3813.662842
	Iteration 63Q: 3 clusters Score -1.645652e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -16456500.000000 Penalty: 3813.662842
	Iteration 64Q: 3 clusters Score -1.64565e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -16456513.000000 Penalty: 3813.662842
	Iteration 65Q: 3 clusters Score -1.645651e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -16456508.000000 Penalty: 3813.662842
	Iteration 66Q: 3 clusters Score -1.645651e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -16456519.000000 Penalty: 3813.662842
	Iteration 67Q: 3 clusters Score -1.645652e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -16456527.000000 Penalty: 3813.662842
	Iteration 68Q: 3 clusters Score -1.645653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -16456520.000000 Penalty: 3813.662842
	Iteration 69Q: 3 clusters Score -1.645652e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -16456512.000000 Penalty: 3813.662842
	Iteration 70Q: 3 clusters Score -1.645651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -16456515.000000 Penalty: 3813.662842
	Iteration 71Q: 3 clusters Score -1.645652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -16456520.000000 Penalty: 3813.662842
	Iteration 72Q: 3 clusters Score -1.645652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -16456513.000000 Penalty: 3813.662842
	Iteration 73Q: 3 clusters Score -1.645651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -16456513.000000 Penalty: 3813.662842
	Iteration 74Q: 3 clusters Score -1.645651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -16456496.000000 Penalty: 3813.662842
	Iteration 75Q: 3 clusters Score -1.64565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -16456494.000000 Penalty: 3813.662842
	Iteration 76Q: 3 clusters Score -1.645649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -16456503.000000 Penalty: 3813.662842
	Iteration 77Q: 3 clusters Score -1.64565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -16456491.000000 Penalty: 3813.662842
	Iteration 78Q: 3 clusters Score -1.645649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -16456505.000000 Penalty: 3813.662842
	Iteration 79Q: 3 clusters Score -1.64565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -16456504.000000 Penalty: 3813.662842
	Iteration 80F: 3 clusters Score -1.64565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -16456477.000000 Penalty: 3813.662842
	Iteration 81Q: 3 clusters Score -1.645648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -16456490.000000 Penalty: 3813.662842
	Iteration 82Q: 3 clusters Score -1.645649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -16456500.000000 Penalty: 3813.662842
	Iteration 83Q: 3 clusters Score -1.64565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -16456502.000000 Penalty: 3813.662842
	Iteration 84Q: 3 clusters Score -1.64565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -16456505.000000 Penalty: 3813.662842
	Iteration 85Q: 3 clusters Score -1.64565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -16456488.000000 Penalty: 3813.662842
	Iteration 86Q: 3 clusters Score -1.645649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -16456497.000000 Penalty: 3813.662842
	Iteration 87Q: 3 clusters Score -1.64565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -16456497.000000 Penalty: 3813.662842
	Iteration 88Q: 3 clusters Score -1.64565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -16456490.000000 Penalty: 3813.662842
	Iteration 89Q: 3 clusters Score -1.645649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -16456489.000000 Penalty: 3813.662842
	Iteration 90Q: 3 clusters Score -1.645649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -16456497.000000 Penalty: 3813.662842
	Iteration 91Q: 3 clusters Score -1.64565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -16456482.000000 Penalty: 3813.662842
	Iteration 92Q: 3 clusters Score -1.645648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -16456492.000000 Penalty: 3813.662842
	Iteration 93Q: 3 clusters Score -1.645649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -16456481.000000 Penalty: 3813.662842
	Iteration 94Q: 3 clusters Score -1.645648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -16456493.000000 Penalty: 3813.662842
	Iteration 95Q: 3 clusters Score -1.645649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -16456488.000000 Penalty: 3813.662842
	Iteration 96Q: 3 clusters Score -1.645649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -16456496.000000 Penalty: 3813.662842
	Iteration 97Q: 3 clusters Score -1.64565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -16456491.000000 Penalty: 3813.662842
	Iteration 98Q: 3 clusters Score -1.645649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -16456492.000000 Penalty: 3813.662842
	Iteration 99Q: 3 clusters Score -1.645649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -16456494.000000 Penalty: 3813.662842
	Iteration 100F: 3 clusters Score -1.645649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -16456492.000000 Penalty: 3813.662842
	Iteration 101Q: 3 clusters Score -1.645649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -16456492.000000 Penalty: 3813.662842
	Iteration 102Q: 3 clusters Score -1.645649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -16456497.000000 Penalty: 3813.662842
	Iteration 103Q: 3 clusters Score -1.64565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -16456499.000000 Penalty: 3813.662842
	Iteration 104Q: 3 clusters Score -1.64565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -16456498.000000 Penalty: 3813.662842
	Iteration 105Q: 3 clusters Score -1.64565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -16456494.000000 Penalty: 3813.662842
	Iteration 106Q: 3 clusters Score -1.645649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -16456497.000000 Penalty: 3813.662842
	Iteration 107Q: 3 clusters Score -1.64565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -16456497.000000 Penalty: 3813.662842
	Iteration 108F: 3 clusters Score -1.64565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 69851 members 
Mstep: Class 24 contains 70011 members 
Entering Unmasked Estep 
Score: -127601432.000000 Penalty: 53882.710938
Splitting cluster 11 changes total score from -127511648.000000 to -127601432.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -1310882.500000 Penalty: 1511.902100
	Iteration 0F: 2 clusters Score -1310882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1303146.500000 Penalty: 3023.804199
	Iteration 0F: 3 clusters Score -1303146 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1306448.750000 Penalty: 3023.804199
	Iteration 1F: 3 clusters Score -1306449 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1307378.000000 Penalty: 3023.804199
	Iteration 2F: 3 clusters Score -1307378 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1308370.000000 Penalty: 3023.804199
	Iteration 3F: 3 clusters Score -1308370 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1309360.250000 Penalty: 3023.804199
	Iteration 4F: 3 clusters Score -1309360 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1310120.750000 Penalty: 3023.804199
	Iteration 5F: 3 clusters Score -1310121 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1310660.000000 Penalty: 3023.804199
	Iteration 6F: 3 clusters Score -1310660 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1310987.500000 Penalty: 3023.804199
	Iteration 7Q: 3 clusters Score -1310988 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1311203.000000 Penalty: 3023.804199
	Iteration 8Q: 3 clusters Score -1311203 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1311363.375000 Penalty: 3023.804199
	Iteration 9Q: 3 clusters Score -1311363 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1311482.750000 Penalty: 3023.804199
	Iteration 10Q: 3 clusters Score -1311483 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1311573.500000 Penalty: 3023.804199
	Iteration 11Q: 3 clusters Score -1311574 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1311669.875000 Penalty: 3023.804199
	Iteration 12Q: 3 clusters Score -1311670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1311751.500000 Penalty: 3023.804199
	Iteration 13Q: 3 clusters Score -1311752 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1311828.625000 Penalty: 3023.804199
	Iteration 14Q: 3 clusters Score -1311829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1311903.875000 Penalty: 3023.804199
	Iteration 15Q: 3 clusters Score -1311904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1311967.625000 Penalty: 3023.804199
	Iteration 16Q: 3 clusters Score -1311968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1312018.875000 Penalty: 3023.804199
	Iteration 17Q: 3 clusters Score -1312019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1312051.625000 Penalty: 3023.804199
	Iteration 18Q: 3 clusters Score -1312052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1312065.250000 Penalty: 3023.804199
	Iteration 19Q: 3 clusters Score -1312065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1312083.875000 Penalty: 3023.804199
	Iteration 20F: 3 clusters Score -1312084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1312088.125000 Penalty: 3023.804199
	Iteration 21Q: 3 clusters Score -1312088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1312097.875000 Penalty: 3023.804199
	Iteration 22Q: 3 clusters Score -1312098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1312100.500000 Penalty: 3023.804199
	Iteration 23Q: 3 clusters Score -1312100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1312101.375000 Penalty: 3023.804199
	Iteration 24Q: 3 clusters Score -1312101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1312102.000000 Penalty: 3023.804199
	Iteration 25Q: 3 clusters Score -1312102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1312102.125000 Penalty: 3023.804199
	Iteration 26Q: 3 clusters Score -1312102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1312103.750000 Penalty: 3023.804199
	Iteration 27Q: 3 clusters Score -1312104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1312104.875000 Penalty: 3023.804199
	Iteration 28Q: 3 clusters Score -1312105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1312102.875000 Penalty: 3023.804199
	Iteration 29Q: 3 clusters Score -1312103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1312102.875000 Penalty: 3023.804199
	Iteration 30Q: 3 clusters Score -1312103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1312102.125000 Penalty: 3023.804199
	Iteration 31Q: 3 clusters Score -1312102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1312102.125000 Penalty: 3023.804199
	Iteration 32F: 3 clusters Score -1312102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 69851 members 
Mstep: Class 24 contains 70011 members 
Mstep: Class 25 contains 2473 members 
Entering Unmasked Estep 
Score: -127601944.000000 Penalty: 56127.824219
Splitting cluster 12 changes total score from -127511648.000000 to -127601944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -849739.562500 Penalty: 1434.701782
	Iteration 0F: 2 clusters Score -849739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -844608.000000 Penalty: 2869.403564
	Iteration 0F: 3 clusters Score -844608 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -846114.250000 Penalty: 2869.403564
	Iteration 1F: 3 clusters Score -846114.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -846423.500000 Penalty: 2869.403564
	Iteration 2F: 3 clusters Score -846423.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -846712.812500 Penalty: 2869.403564
	Iteration 3F: 3 clusters Score -846712.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -847113.875000 Penalty: 2869.403564
	Iteration 4F: 3 clusters Score -847113.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -847520.875000 Penalty: 2869.403564
	Iteration 5F: 3 clusters Score -847520.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -847923.750000 Penalty: 2869.403564
	Iteration 6F: 3 clusters Score -847923.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -848284.750000 Penalty: 2869.403564
	Iteration 7F: 3 clusters Score -848284.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -848565.062500 Penalty: 2869.403564
	Iteration 8F: 3 clusters Score -848565.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -848741.250000 Penalty: 2869.403564
	Iteration 9Q: 3 clusters Score -848741.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -848852.937500 Penalty: 2869.403564
	Iteration 10Q: 3 clusters Score -848852.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -848926.187500 Penalty: 2869.403564
	Iteration 11Q: 3 clusters Score -848926.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -848979.375000 Penalty: 2869.403564
	Iteration 12Q: 3 clusters Score -848979.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -849031.937500 Penalty: 2869.403564
	Iteration 13Q: 3 clusters Score -849031.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -849061.250000 Penalty: 2869.403564
	Iteration 14Q: 3 clusters Score -849061.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -849086.125000 Penalty: 2869.403564
	Iteration 15Q: 3 clusters Score -849086.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -849108.562500 Penalty: 2869.403564
	Iteration 16Q: 3 clusters Score -849108.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -849123.875000 Penalty: 2869.403564
	Iteration 17Q: 3 clusters Score -849123.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -849134.375000 Penalty: 2869.403564
	Iteration 18Q: 3 clusters Score -849134.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -849143.625000 Penalty: 2869.403564
	Iteration 19Q: 3 clusters Score -849143.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -849151.125000 Penalty: 2869.403564
	Iteration 20F: 3 clusters Score -849151.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -849156.875000 Penalty: 2869.403564
	Iteration 21Q: 3 clusters Score -849156.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -849163.187500 Penalty: 2869.403564
	Iteration 22Q: 3 clusters Score -849163.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -849169.062500 Penalty: 2869.403564
	Iteration 23Q: 3 clusters Score -849169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -849175.875000 Penalty: 2869.403564
	Iteration 24Q: 3 clusters Score -849175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -849181.375000 Penalty: 2869.403564
	Iteration 25Q: 3 clusters Score -849181.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -849186.250000 Penalty: 2869.403564
	Iteration 26Q: 3 clusters Score -849186.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -849189.625000 Penalty: 2869.403564
	Iteration 27Q: 3 clusters Score -849189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -849192.687500 Penalty: 2869.403564
	Iteration 28Q: 3 clusters Score -849192.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -849195.500000 Penalty: 2869.403564
	Iteration 29Q: 3 clusters Score -849195.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -849199.625000 Penalty: 2869.403564
	Iteration 30Q: 3 clusters Score -849199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -849204.000000 Penalty: 2869.403564
	Iteration 31Q: 3 clusters Score -849204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -849204.562500 Penalty: 2869.403564
	Iteration 32Q: 3 clusters Score -849204.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -849213.062500 Penalty: 2869.403564
	Iteration 33Q: 3 clusters Score -849213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -849212.125000 Penalty: 2869.403564
	Iteration 34Q: 3 clusters Score -849212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -849214.625000 Penalty: 2869.403564
	Iteration 35Q: 3 clusters Score -849214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -849218.750000 Penalty: 2869.403564
	Iteration 36Q: 3 clusters Score -849218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -849219.437500 Penalty: 2869.403564
	Iteration 37Q: 3 clusters Score -849219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -849219.000000 Penalty: 2869.403564
	Iteration 38Q: 3 clusters Score -849219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -849219.437500 Penalty: 2869.403564
	Iteration 39Q: 3 clusters Score -849219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -849219.437500 Penalty: 2869.403564
	Iteration 40F: 3 clusters Score -849219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Entering Unmasked Estep 
Score: -6313154.000000 Penalty: 1752.808105
	Iteration 0F: 2 clusters Score -6313154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6281148.000000 Penalty: 3505.616211
	Iteration 0F: 3 clusters Score -6281148 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6293845.500000 Penalty: 3505.616211
	Iteration 1F: 3 clusters Score -6293846 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6294492.000000 Penalty: 3505.616211
	Iteration 2Q: 3 clusters Score -6294492 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -6295319.000000 Penalty: 3505.616211
	Iteration 3Q: 3 clusters Score -6295319 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -6296501.000000 Penalty: 3505.616211
	Iteration 4Q: 3 clusters Score -6296501 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6298044.000000 Penalty: 3505.616211
	Iteration 5F: 3 clusters Score -6298044 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6300096.000000 Penalty: 3505.616211
	Iteration 6F: 3 clusters Score -6300096 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6302319.500000 Penalty: 3505.616211
	Iteration 7F: 3 clusters Score -6302320 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -6304151.000000 Penalty: 3505.616211
	Iteration 8F: 3 clusters Score -6304151 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -6305559.500000 Penalty: 3505.616211
	Iteration 9Q: 3 clusters Score -6305560 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -6306468.000000 Penalty: 3505.616211
	Iteration 10Q: 3 clusters Score -6306468 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -6307056.500000 Penalty: 3505.616211
	Iteration 11Q: 3 clusters Score -6307056 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6307513.500000 Penalty: 3505.616211
	Iteration 12Q: 3 clusters Score -6307514 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -6307885.000000 Penalty: 3505.616211
	Iteration 13Q: 3 clusters Score -6307885 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6308197.000000 Penalty: 3505.616211
	Iteration 14Q: 3 clusters Score -6308197 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6308472.500000 Penalty: 3505.616211
	Iteration 15Q: 3 clusters Score -6308472 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -6308769.500000 Penalty: 3505.616211
	Iteration 16Q: 3 clusters Score -6308770 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -6309092.000000 Penalty: 3505.616211
	Iteration 17Q: 3 clusters Score -6309092 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6309347.000000 Penalty: 3505.616211
	Iteration 18Q: 3 clusters Score -6309347 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6309652.000000 Penalty: 3505.616211
	Iteration 19Q: 3 clusters Score -6309652 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -6309921.500000 Penalty: 3505.616211
	Iteration 20F: 3 clusters Score -6309922 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -6310215.500000 Penalty: 3505.616211
	Iteration 21Q: 3 clusters Score -6310216 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6310411.500000 Penalty: 3505.616211
	Iteration 22Q: 3 clusters Score -6310412 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6310585.500000 Penalty: 3505.616211
	Iteration 23Q: 3 clusters Score -6310586 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6310789.000000 Penalty: 3505.616211
	Iteration 24Q: 3 clusters Score -6310789 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6310965.500000 Penalty: 3505.616211
	Iteration 25Q: 3 clusters Score -6310966 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6311123.000000 Penalty: 3505.616211
	Iteration 26Q: 3 clusters Score -6311123 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6311236.000000 Penalty: 3505.616211
	Iteration 27Q: 3 clusters Score -6311236 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6311311.000000 Penalty: 3505.616211
	Iteration 28Q: 3 clusters Score -6311311 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6311385.500000 Penalty: 3505.616211
	Iteration 29Q: 3 clusters Score -6311386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6311466.500000 Penalty: 3505.616211
	Iteration 30Q: 3 clusters Score -6311466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6311537.000000 Penalty: 3505.616211
	Iteration 31Q: 3 clusters Score -6311537 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6311563.000000 Penalty: 3505.616211
	Iteration 32Q: 3 clusters Score -6311563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6311592.000000 Penalty: 3505.616211
	Iteration 33Q: 3 clusters Score -6311592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6311613.500000 Penalty: 3505.616211
	Iteration 34Q: 3 clusters Score -6311614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6311642.500000 Penalty: 3505.616211
	Iteration 35Q: 3 clusters Score -6311642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6311655.000000 Penalty: 3505.616211
	Iteration 36Q: 3 clusters Score -6311655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6311663.000000 Penalty: 3505.616211
	Iteration 37Q: 3 clusters Score -6311663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6311683.000000 Penalty: 3505.616211
	Iteration 38Q: 3 clusters Score -6311683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6311682.000000 Penalty: 3505.616211
	Iteration 39Q: 3 clusters Score -6311682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6311702.000000 Penalty: 3505.616211
	Iteration 40F: 3 clusters Score -6311702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6311707.500000 Penalty: 3505.616211
	Iteration 41Q: 3 clusters Score -6311708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6311714.500000 Penalty: 3505.616211
	Iteration 42Q: 3 clusters Score -6311714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6311726.000000 Penalty: 3505.616211
	Iteration 43Q: 3 clusters Score -6311726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6311728.000000 Penalty: 3505.616211
	Iteration 44Q: 3 clusters Score -6311728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6311740.000000 Penalty: 3505.616211
	Iteration 45Q: 3 clusters Score -6311740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6311742.000000 Penalty: 3505.616211
	Iteration 46Q: 3 clusters Score -6311742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6311750.500000 Penalty: 3505.616211
	Iteration 47Q: 3 clusters Score -6311750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6311748.000000 Penalty: 3505.616211
	Iteration 48Q: 3 clusters Score -6311748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6311754.000000 Penalty: 3505.616211
	Iteration 49Q: 3 clusters Score -6311754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6311778.500000 Penalty: 3505.616211
	Iteration 50Q: 3 clusters Score -6311778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6311776.000000 Penalty: 3505.616211
	Iteration 51Q: 3 clusters Score -6311776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6311782.000000 Penalty: 3505.616211
	Iteration 52Q: 3 clusters Score -6311782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6311785.000000 Penalty: 3505.616211
	Iteration 53Q: 3 clusters Score -6311785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6311780.500000 Penalty: 3505.616211
	Iteration 54Q: 3 clusters Score -6311780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6311784.000000 Penalty: 3505.616211
	Iteration 55Q: 3 clusters Score -6311784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6311786.500000 Penalty: 3505.616211
	Iteration 56Q: 3 clusters Score -6311786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6311787.000000 Penalty: 3505.616211
	Iteration 57Q: 3 clusters Score -6311787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6311790.500000 Penalty: 3505.616211
	Iteration 58Q: 3 clusters Score -6311790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6311786.000000 Penalty: 3505.616211
	Iteration 59Q: 3 clusters Score -6311786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6311790.500000 Penalty: 3505.616211
	Iteration 60F: 3 clusters Score -6311790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -495659.031250 Penalty: 1362.827271
	Iteration 0F: 2 clusters Score -495659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -492372.687500 Penalty: 2725.654541
	Iteration 0F: 3 clusters Score -492372.7 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -494191.750000 Penalty: 2725.654541
	Iteration 1F: 3 clusters Score -494191.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -496345.781250 Penalty: 2725.654541
	Iteration 2F: 3 clusters Score -496345.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -501036.937500 Penalty: 2725.654541
	Iteration 3F: 3 clusters Score -501036.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -503959.218750 Penalty: 2725.654541
	Iteration 4F: 3 clusters Score -503959.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -504314.218750 Penalty: 2725.654541
	Iteration 5Q: 3 clusters Score -504314.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -504352.062500 Penalty: 2725.654541
	Iteration 6Q: 3 clusters Score -504352.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -504359.312500 Penalty: 2725.654541
	Iteration 7Q: 3 clusters Score -504359.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -504360.250000 Penalty: 2725.654541
	Iteration 8Q: 3 clusters Score -504360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -504360.312500 Penalty: 2725.654541
	Iteration 9Q: 3 clusters Score -504360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -504360.437500 Penalty: 2725.654541
	Iteration 10Q: 3 clusters Score -504360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -504360.437500 Penalty: 2725.654541
	Iteration 11F: 3 clusters Score -504360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 78959 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 69851 members 
Mstep: Class 24 contains 70011 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 730 members 
Entering Unmasked Estep 
Score: -127611000.000000 Penalty: 58372.937500
Splitting cluster 15 changes total score from -127511648.000000 to -127611000.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (78959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Entering Unmasked Estep 
Score: -10475362.000000 Penalty: 1832.461060
	Iteration 0F: 2 clusters Score -1.047536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -10432481.000000 Penalty: 3664.922119
	Iteration 0F: 3 clusters Score -1.043248e+07 nChanged 37417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -10453775.000000 Penalty: 3664.922119
	Iteration 1F: 3 clusters Score -1.045378e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -10454313.000000 Penalty: 3664.922119
	Iteration 2Q: 3 clusters Score -1.045431e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -10454840.000000 Penalty: 3664.922119
	Iteration 3Q: 3 clusters Score -1.045484e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -10455432.000000 Penalty: 3664.922119
	Iteration 4Q: 3 clusters Score -1.045543e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -10456399.000000 Penalty: 3664.922119
	Iteration 5Q: 3 clusters Score -1.04564e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -10457792.000000 Penalty: 3664.922119
	Iteration 6Q: 3 clusters Score -1.045779e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -10459942.000000 Penalty: 3664.922119
	Iteration 7F: 3 clusters Score -1.045994e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -10463338.000000 Penalty: 3664.922119
	Iteration 8F: 3 clusters Score -1.046334e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -10467575.000000 Penalty: 3664.922119
	Iteration 9F: 3 clusters Score -1.046758e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -10471058.000000 Penalty: 3664.922119
	Iteration 10F: 3 clusters Score -1.047106e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -10473247.000000 Penalty: 3664.922119
	Iteration 11Q: 3 clusters Score -1.047325e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -10474904.000000 Penalty: 3664.922119
	Iteration 12Q: 3 clusters Score -1.04749e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -10475727.000000 Penalty: 3664.922119
	Iteration 13Q: 3 clusters Score -1.047573e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10476129.000000 Penalty: 3664.922119
	Iteration 14Q: 3 clusters Score -1.047613e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -10476378.000000 Penalty: 3664.922119
	Iteration 15Q: 3 clusters Score -1.047638e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -10476473.000000 Penalty: 3664.922119
	Iteration 16Q: 3 clusters Score -1.047647e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -10476584.000000 Penalty: 3664.922119
	Iteration 17Q: 3 clusters Score -1.047658e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -10476658.000000 Penalty: 3664.922119
	Iteration 18Q: 3 clusters Score -1.047666e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -10476730.000000 Penalty: 3664.922119
	Iteration 19Q: 3 clusters Score -1.047673e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -10476789.000000 Penalty: 3664.922119
	Iteration 20F: 3 clusters Score -1.047679e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -10476942.000000 Penalty: 3664.922119
	Iteration 21Q: 3 clusters Score -1.047694e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -10477029.000000 Penalty: 3664.922119
	Iteration 22Q: 3 clusters Score -1.047703e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -10477095.000000 Penalty: 3664.922119
	Iteration 23Q: 3 clusters Score -1.04771e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -10477161.000000 Penalty: 3664.922119
	Iteration 24Q: 3 clusters Score -1.047716e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -10477254.000000 Penalty: 3664.922119
	Iteration 25Q: 3 clusters Score -1.047725e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -10477272.000000 Penalty: 3664.922119
	Iteration 26Q: 3 clusters Score -1.047727e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -10477351.000000 Penalty: 3664.922119
	Iteration 27Q: 3 clusters Score -1.047735e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -10477474.000000 Penalty: 3664.922119
	Iteration 28Q: 3 clusters Score -1.047747e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -10477535.000000 Penalty: 3664.922119
	Iteration 29Q: 3 clusters Score -1.047754e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -10477628.000000 Penalty: 3664.922119
	Iteration 30Q: 3 clusters Score -1.047763e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -10477663.000000 Penalty: 3664.922119
	Iteration 31Q: 3 clusters Score -1.047766e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -10477749.000000 Penalty: 3664.922119
	Iteration 32Q: 3 clusters Score -1.047775e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -10477811.000000 Penalty: 3664.922119
	Iteration 33Q: 3 clusters Score -1.047781e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -10477857.000000 Penalty: 3664.922119
	Iteration 34Q: 3 clusters Score -1.047786e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -10477923.000000 Penalty: 3664.922119
	Iteration 35Q: 3 clusters Score -1.047792e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -10478031.000000 Penalty: 3664.922119
	Iteration 36Q: 3 clusters Score -1.047803e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -10478070.000000 Penalty: 3664.922119
	Iteration 37Q: 3 clusters Score -1.047807e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -10478106.000000 Penalty: 3664.922119
	Iteration 38Q: 3 clusters Score -1.047811e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -10478132.000000 Penalty: 3664.922119
	Iteration 39Q: 3 clusters Score -1.047813e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -10478169.000000 Penalty: 3664.922119
	Iteration 40F: 3 clusters Score -1.047817e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -10478239.000000 Penalty: 3664.922119
	Iteration 41Q: 3 clusters Score -1.047824e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -10478253.000000 Penalty: 3664.922119
	Iteration 42Q: 3 clusters Score -1.047825e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -10478254.000000 Penalty: 3664.922119
	Iteration 43Q: 3 clusters Score -1.047825e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -10478305.000000 Penalty: 3664.922119
	Iteration 44Q: 3 clusters Score -1.04783e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -10478355.000000 Penalty: 3664.922119
	Iteration 45Q: 3 clusters Score -1.047836e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -10478400.000000 Penalty: 3664.922119
	Iteration 46Q: 3 clusters Score -1.04784e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -10478437.000000 Penalty: 3664.922119
	Iteration 47Q: 3 clusters Score -1.047844e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -10478449.000000 Penalty: 3664.922119
	Iteration 48Q: 3 clusters Score -1.047845e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -10478489.000000 Penalty: 3664.922119
	Iteration 49Q: 3 clusters Score -1.047849e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -10478539.000000 Penalty: 3664.922119
	Iteration 50Q: 3 clusters Score -1.047854e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -10478554.000000 Penalty: 3664.922119
	Iteration 51Q: 3 clusters Score -1.047855e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -10478558.000000 Penalty: 3664.922119
	Iteration 52Q: 3 clusters Score -1.047856e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -10478567.000000 Penalty: 3664.922119
	Iteration 53Q: 3 clusters Score -1.047857e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -10478632.000000 Penalty: 3664.922119
	Iteration 54Q: 3 clusters Score -1.047863e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -10478674.000000 Penalty: 3664.922119
	Iteration 55Q: 3 clusters Score -1.047867e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -10478701.000000 Penalty: 3664.922119
	Iteration 56Q: 3 clusters Score -1.04787e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -10478702.000000 Penalty: 3664.922119
	Iteration 57Q: 3 clusters Score -1.04787e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -10478695.000000 Penalty: 3664.922119
	Iteration 58Q: 3 clusters Score -1.04787e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -10478815.000000 Penalty: 3664.922119
	Iteration 59Q: 3 clusters Score -1.047882e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -10478859.000000 Penalty: 3664.922119
	Iteration 60F: 3 clusters Score -1.047886e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -10478927.000000 Penalty: 3664.922119
	Iteration 61Q: 3 clusters Score -1.047893e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -10478992.000000 Penalty: 3664.922119
	Iteration 62Q: 3 clusters Score -1.047899e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -10479020.000000 Penalty: 3664.922119
	Iteration 63Q: 3 clusters Score -1.047902e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -10479057.000000 Penalty: 3664.922119
	Iteration 64Q: 3 clusters Score -1.047906e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -10479065.000000 Penalty: 3664.922119
	Iteration 65Q: 3 clusters Score -1.047906e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -10479110.000000 Penalty: 3664.922119
	Iteration 66Q: 3 clusters Score -1.047911e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -10479159.000000 Penalty: 3664.922119
	Iteration 67Q: 3 clusters Score -1.047916e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -10479167.000000 Penalty: 3664.922119
	Iteration 68Q: 3 clusters Score -1.047917e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -10479188.000000 Penalty: 3664.922119
	Iteration 69Q: 3 clusters Score -1.047919e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -10479221.000000 Penalty: 3664.922119
	Iteration 70Q: 3 clusters Score -1.047922e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -10479245.000000 Penalty: 3664.922119
	Iteration 71Q: 3 clusters Score -1.047924e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -10479266.000000 Penalty: 3664.922119
	Iteration 72Q: 3 clusters Score -1.047927e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -10479287.000000 Penalty: 3664.922119
	Iteration 73Q: 3 clusters Score -1.047929e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -10479307.000000 Penalty: 3664.922119
	Iteration 74Q: 3 clusters Score -1.047931e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -10479322.000000 Penalty: 3664.922119
	Iteration 75Q: 3 clusters Score -1.047932e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -10479285.000000 Penalty: 3664.922119
	Iteration 76Q: 3 clusters Score -1.047928e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -10479288.000000 Penalty: 3664.922119
	Iteration 77Q: 3 clusters Score -1.047929e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -10479280.000000 Penalty: 3664.922119
	Iteration 78Q: 3 clusters Score -1.047928e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -10479288.000000 Penalty: 3664.922119
	Iteration 79Q: 3 clusters Score -1.047929e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -10479317.000000 Penalty: 3664.922119
	Iteration 80F: 3 clusters Score -1.047932e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -10479341.000000 Penalty: 3664.922119
	Iteration 81Q: 3 clusters Score -1.047934e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -10479373.000000 Penalty: 3664.922119
	Iteration 82Q: 3 clusters Score -1.047937e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -10479401.000000 Penalty: 3664.922119
	Iteration 83Q: 3 clusters Score -1.04794e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -10479450.000000 Penalty: 3664.922119
	Iteration 84Q: 3 clusters Score -1.047945e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -10479462.000000 Penalty: 3664.922119
	Iteration 85Q: 3 clusters Score -1.047946e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -10479431.000000 Penalty: 3664.922119
	Iteration 86Q: 3 clusters Score -1.047943e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -10479444.000000 Penalty: 3664.922119
	Iteration 87Q: 3 clusters Score -1.047944e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -10479451.000000 Penalty: 3664.922119
	Iteration 88Q: 3 clusters Score -1.047945e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -10479442.000000 Penalty: 3664.922119
	Iteration 89Q: 3 clusters Score -1.047944e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -10479451.000000 Penalty: 3664.922119
	Iteration 90Q: 3 clusters Score -1.047945e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -10479460.000000 Penalty: 3664.922119
	Iteration 91Q: 3 clusters Score -1.047946e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -10479467.000000 Penalty: 3664.922119
	Iteration 92Q: 3 clusters Score -1.047947e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -10479454.000000 Penalty: 3664.922119
	Iteration 93Q: 3 clusters Score -1.047945e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -10479451.000000 Penalty: 3664.922119
	Iteration 94Q: 3 clusters Score -1.047945e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -10479444.000000 Penalty: 3664.922119
	Iteration 95Q: 3 clusters Score -1.047944e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -10479462.000000 Penalty: 3664.922119
	Iteration 96Q: 3 clusters Score -1.047946e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -10479465.000000 Penalty: 3664.922119
	Iteration 97Q: 3 clusters Score -1.047946e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -10479485.000000 Penalty: 3664.922119
	Iteration 98Q: 3 clusters Score -1.047948e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -10479461.000000 Penalty: 3664.922119
	Iteration 99Q: 3 clusters Score -1.047946e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -10479474.000000 Penalty: 3664.922119
	Iteration 100F: 3 clusters Score -1.047947e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -10479459.000000 Penalty: 3664.922119
	Iteration 101Q: 3 clusters Score -1.047946e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -10479477.000000 Penalty: 3664.922119
	Iteration 102Q: 3 clusters Score -1.047948e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -10479483.000000 Penalty: 3664.922119
	Iteration 103Q: 3 clusters Score -1.047948e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -10479511.000000 Penalty: 3664.922119
	Iteration 104Q: 3 clusters Score -1.047951e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -10479509.000000 Penalty: 3664.922119
	Iteration 105Q: 3 clusters Score -1.047951e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -10479529.000000 Penalty: 3664.922119
	Iteration 106Q: 3 clusters Score -1.047953e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -10479523.000000 Penalty: 3664.922119
	Iteration 107Q: 3 clusters Score -1.047952e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -10479518.000000 Penalty: 3664.922119
	Iteration 108Q: 3 clusters Score -1.047952e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -10479534.000000 Penalty: 3664.922119
	Iteration 109Q: 3 clusters Score -1.047953e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -10479522.000000 Penalty: 3664.922119
	Iteration 110Q: 3 clusters Score -1.047952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -10479550.000000 Penalty: 3664.922119
	Iteration 111Q: 3 clusters Score -1.047955e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.047955e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -10479544.000000 Penalty: 3664.922119
	Iteration 113Q: 3 clusters Score -1.047954e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -10479527.000000 Penalty: 3664.922119
	Iteration 114Q: 3 clusters Score -1.047953e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -10479540.000000 Penalty: 3664.922119
	Iteration 115Q: 3 clusters Score -1.047954e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -10479556.000000 Penalty: 3664.922119
	Iteration 116Q: 3 clusters Score -1.047956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -10479540.000000 Penalty: 3664.922119
	Iteration 117Q: 3 clusters Score -1.047954e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -10479536.000000 Penalty: 3664.922119
	Iteration 118Q: 3 clusters Score -1.047954e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -10479538.000000 Penalty: 3664.922119
	Iteration 119Q: 3 clusters Score -1.047954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -10479530.000000 Penalty: 3664.922119
	Iteration 120F: 3 clusters Score -1.047953e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -10479559.000000 Penalty: 3664.922119
	Iteration 121Q: 3 clusters Score -1.047956e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.047955e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -10479525.000000 Penalty: 3664.922119
	Iteration 123Q: 3 clusters Score -1.047952e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -10479514.000000 Penalty: 3664.922119
	Iteration 124Q: 3 clusters Score -1.047951e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -10479481.000000 Penalty: 3664.922119
	Iteration 125Q: 3 clusters Score -1.047948e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -10479468.000000 Penalty: 3664.922119
	Iteration 126Q: 3 clusters Score -1.047947e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -10479501.000000 Penalty: 3664.922119
	Iteration 127Q: 3 clusters Score -1.04795e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -10479524.000000 Penalty: 3664.922119
	Iteration 128Q: 3 clusters Score -1.047952e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -10479528.000000 Penalty: 3664.922119
	Iteration 129Q: 3 clusters Score -1.047953e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -10479556.000000 Penalty: 3664.922119
	Iteration 130Q: 3 clusters Score -1.047956e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -10479559.000000 Penalty: 3664.922119
	Iteration 131Q: 3 clusters Score -1.047956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -10479562.000000 Penalty: 3664.922119
	Iteration 132Q: 3 clusters Score -1.047956e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -10479557.000000 Penalty: 3664.922119
	Iteration 133Q: 3 clusters Score -1.047956e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -10479522.000000 Penalty: 3664.922119
	Iteration 134Q: 3 clusters Score -1.047952e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -10479539.000000 Penalty: 3664.922119
	Iteration 135Q: 3 clusters Score -1.047954e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -10479540.000000 Penalty: 3664.922119
	Iteration 136Q: 3 clusters Score -1.047954e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.047954e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -10479532.000000 Penalty: 3664.922119
	Iteration 138Q: 3 clusters Score -1.047953e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.047953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -10479519.000000 Penalty: 3664.922119
	Iteration 140F: 3 clusters Score -1.047952e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -10479527.000000 Penalty: 3664.922119
	Iteration 141Q: 3 clusters Score -1.047953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -10479524.000000 Penalty: 3664.922119
	Iteration 142Q: 3 clusters Score -1.047952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -10479533.000000 Penalty: 3664.922119
	Iteration 143Q: 3 clusters Score -1.047953e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -10479541.000000 Penalty: 3664.922119
	Iteration 144Q: 3 clusters Score -1.047954e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -10479538.000000 Penalty: 3664.922119
	Iteration 145Q: 3 clusters Score -1.047954e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.047954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -10479536.000000 Penalty: 3664.922119
	Iteration 147Q: 3 clusters Score -1.047954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -10479528.000000 Penalty: 3664.922119
	Iteration 148Q: 3 clusters Score -1.047953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -10479518.000000 Penalty: 3664.922119
	Iteration 149Q: 3 clusters Score -1.047952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -10479529.000000 Penalty: 3664.922119
	Iteration 150Q: 3 clusters Score -1.047953e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.047953e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.047953e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -10479527.000000 Penalty: 3664.922119
	Iteration 153Q: 3 clusters Score -1.047953e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -10479514.000000 Penalty: 3664.922119
	Iteration 154Q: 3 clusters Score -1.047951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -10479525.000000 Penalty: 3664.922119
	Iteration 155Q: 3 clusters Score -1.047952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -10479524.000000 Penalty: 3664.922119
	Iteration 156Q: 3 clusters Score -1.047952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -10479523.000000 Penalty: 3664.922119
	Iteration 157Q: 3 clusters Score -1.047952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -10479531.000000 Penalty: 3664.922119
	Iteration 158Q: 3 clusters Score -1.047953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -10479543.000000 Penalty: 3664.922119
	Iteration 159Q: 3 clusters Score -1.047954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -10479548.000000 Penalty: 3664.922119
	Iteration 160F: 3 clusters Score -1.047955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -10479536.000000 Penalty: 3664.922119
	Iteration 161Q: 3 clusters Score -1.047954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -10479532.000000 Penalty: 3664.922119
	Iteration 162Q: 3 clusters Score -1.047953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -10479531.000000 Penalty: 3664.922119
	Iteration 163Q: 3 clusters Score -1.047953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -10479531.000000 Penalty: 3664.922119
	Iteration 164Q: 3 clusters Score -1.047953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -10479523.000000 Penalty: 3664.922119
	Iteration 165Q: 3 clusters Score -1.047952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -10479532.000000 Penalty: 3664.922119
	Iteration 166Q: 3 clusters Score -1.047953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -10479528.000000 Penalty: 3664.922119
	Iteration 167Q: 3 clusters Score -1.047953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.047952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.047952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -10479521.000000 Penalty: 3664.922119
	Iteration 170Q: 3 clusters Score -1.047952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -10479522.000000 Penalty: 3664.922119
	Iteration 171Q: 3 clusters Score -1.047952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.047952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -10479525.000000 Penalty: 3664.922119
	Iteration 173F: 3 clusters Score -1.047952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 146624 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 69851 members 
Mstep: Class 24 contains 70011 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 61382 members 
Entering Unmasked Estep 
Score: -127615256.000000 Penalty: 60618.050781
Splitting cluster 16 changes total score from -127511648.000000 to -127615256.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (19230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Entering Unmasked Estep 
Score: -2586840.500000 Penalty: 1602.936890
	Iteration 0F: 2 clusters Score -2586840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2573688.500000 Penalty: 3205.873779
	Iteration 0F: 3 clusters Score -2573688 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2578559.000000 Penalty: 3205.873779
	Iteration 1F: 3 clusters Score -2578559 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2578906.000000 Penalty: 3205.873779
	Iteration 2Q: 3 clusters Score -2578906 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2579234.750000 Penalty: 3205.873779
	Iteration 3Q: 3 clusters Score -2579235 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2579567.250000 Penalty: 3205.873779
	Iteration 4Q: 3 clusters Score -2579567 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2580022.500000 Penalty: 3205.873779
	Iteration 5Q: 3 clusters Score -2580022 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2580658.000000 Penalty: 3205.873779
	Iteration 6F: 3 clusters Score -2580658 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2581521.250000 Penalty: 3205.873779
	Iteration 7F: 3 clusters Score -2581521 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2582470.750000 Penalty: 3205.873779
	Iteration 8F: 3 clusters Score -2582471 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2583238.500000 Penalty: 3205.873779
	Iteration 9Q: 3 clusters Score -2583238 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2583801.000000 Penalty: 3205.873779
	Iteration 10Q: 3 clusters Score -2583801 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2584126.500000 Penalty: 3205.873779
	Iteration 11Q: 3 clusters Score -2584126 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2584302.250000 Penalty: 3205.873779
	Iteration 12Q: 3 clusters Score -2584302 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2584425.000000 Penalty: 3205.873779
	Iteration 13Q: 3 clusters Score -2584425 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2584510.750000 Penalty: 3205.873779
	Iteration 14Q: 3 clusters Score -2584511 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2584579.000000 Penalty: 3205.873779
	Iteration 15Q: 3 clusters Score -2584579 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2584640.750000 Penalty: 3205.873779
	Iteration 16Q: 3 clusters Score -2584641 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2584709.250000 Penalty: 3205.873779
	Iteration 17Q: 3 clusters Score -2584709 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2584764.500000 Penalty: 3205.873779
	Iteration 18Q: 3 clusters Score -2584764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2584829.000000 Penalty: 3205.873779
	Iteration 19Q: 3 clusters Score -2584829 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2584879.750000 Penalty: 3205.873779
	Iteration 20F: 3 clusters Score -2584880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2584932.750000 Penalty: 3205.873779
	Iteration 21Q: 3 clusters Score -2584933 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2584973.750000 Penalty: 3205.873779
	Iteration 22Q: 3 clusters Score -2584974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2585016.000000 Penalty: 3205.873779
	Iteration 23Q: 3 clusters Score -2585016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2585039.500000 Penalty: 3205.873779
	Iteration 24Q: 3 clusters Score -2585040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2585068.750000 Penalty: 3205.873779
	Iteration 25Q: 3 clusters Score -2585069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2585097.750000 Penalty: 3205.873779
	Iteration 26Q: 3 clusters Score -2585098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2585125.000000 Penalty: 3205.873779
	Iteration 27Q: 3 clusters Score -2585125 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2585168.250000 Penalty: 3205.873779
	Iteration 28Q: 3 clusters Score -2585168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2585193.750000 Penalty: 3205.873779
	Iteration 29Q: 3 clusters Score -2585194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2585207.000000 Penalty: 3205.873779
	Iteration 30Q: 3 clusters Score -2585207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2585223.250000 Penalty: 3205.873779
	Iteration 31Q: 3 clusters Score -2585223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2585240.000000 Penalty: 3205.873779
	Iteration 32Q: 3 clusters Score -2585240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2585264.750000 Penalty: 3205.873779
	Iteration 33Q: 3 clusters Score -2585265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2585269.500000 Penalty: 3205.873779
	Iteration 34Q: 3 clusters Score -2585270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2585277.500000 Penalty: 3205.873779
	Iteration 35Q: 3 clusters Score -2585278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2585289.250000 Penalty: 3205.873779
	Iteration 36Q: 3 clusters Score -2585289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2585293.500000 Penalty: 3205.873779
	Iteration 37Q: 3 clusters Score -2585294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2585299.500000 Penalty: 3205.873779
	Iteration 38Q: 3 clusters Score -2585300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2585303.750000 Penalty: 3205.873779
	Iteration 39Q: 3 clusters Score -2585304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2585305.750000 Penalty: 3205.873779
	Iteration 40F: 3 clusters Score -2585306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2585310.250000 Penalty: 3205.873779
	Iteration 41Q: 3 clusters Score -2585310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2585314.750000 Penalty: 3205.873779
	Iteration 42Q: 3 clusters Score -2585315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2585314.500000 Penalty: 3205.873779
	Iteration 43Q: 3 clusters Score -2585314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2585319.750000 Penalty: 3205.873779
	Iteration 44Q: 3 clusters Score -2585320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2585322.750000 Penalty: 3205.873779
	Iteration 45Q: 3 clusters Score -2585323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2585329.000000 Penalty: 3205.873779
	Iteration 46Q: 3 clusters Score -2585329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2585332.250000 Penalty: 3205.873779
	Iteration 47Q: 3 clusters Score -2585332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2585332.500000 Penalty: 3205.873779
	Iteration 48Q: 3 clusters Score -2585332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2585339.250000 Penalty: 3205.873779
	Iteration 49Q: 3 clusters Score -2585339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2585347.250000 Penalty: 3205.873779
	Iteration 50Q: 3 clusters Score -2585347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2585346.750000 Penalty: 3205.873779
	Iteration 51Q: 3 clusters Score -2585347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2585346.750000 Penalty: 3205.873779
	Iteration 52Q: 3 clusters Score -2585347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2585353.000000 Penalty: 3205.873779
	Iteration 53Q: 3 clusters Score -2585353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2585356.750000 Penalty: 3205.873779
	Iteration 54Q: 3 clusters Score -2585357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2585362.500000 Penalty: 3205.873779
	Iteration 55Q: 3 clusters Score -2585362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2585372.750000 Penalty: 3205.873779
	Iteration 56Q: 3 clusters Score -2585373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2585378.750000 Penalty: 3205.873779
	Iteration 57Q: 3 clusters Score -2585379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2585382.750000 Penalty: 3205.873779
	Iteration 58Q: 3 clusters Score -2585383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2585387.500000 Penalty: 3205.873779
	Iteration 59Q: 3 clusters Score -2585388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2585390.500000 Penalty: 3205.873779
	Iteration 60F: 3 clusters Score -2585390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2585394.250000 Penalty: 3205.873779
	Iteration 61Q: 3 clusters Score -2585394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2585398.250000 Penalty: 3205.873779
	Iteration 62Q: 3 clusters Score -2585398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2585402.750000 Penalty: 3205.873779
	Iteration 63Q: 3 clusters Score -2585403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2585409.250000 Penalty: 3205.873779
	Iteration 64Q: 3 clusters Score -2585409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2585411.250000 Penalty: 3205.873779
	Iteration 65Q: 3 clusters Score -2585411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2585412.250000 Penalty: 3205.873779
	Iteration 66Q: 3 clusters Score -2585412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2585416.500000 Penalty: 3205.873779
	Iteration 67Q: 3 clusters Score -2585416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2585422.500000 Penalty: 3205.873779
	Iteration 68Q: 3 clusters Score -2585422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2585426.000000 Penalty: 3205.873779
	Iteration 69Q: 3 clusters Score -2585426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2585428.500000 Penalty: 3205.873779
	Iteration 70Q: 3 clusters Score -2585428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2585431.250000 Penalty: 3205.873779
	Iteration 71Q: 3 clusters Score -2585431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2585432.750000 Penalty: 3205.873779
	Iteration 72Q: 3 clusters Score -2585433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2585430.250000 Penalty: 3205.873779
	Iteration 73Q: 3 clusters Score -2585430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2585434.500000 Penalty: 3205.873779
	Iteration 74Q: 3 clusters Score -2585434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2585434.500000 Penalty: 3205.873779
	Iteration 75F: 3 clusters Score -2585434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (146624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146624 members 
Entering Unmasked Estep 
Score: -18506110.000000 Penalty: 1933.039429
	Iteration 0F: 2 clusters Score -1.850611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -18421904.000000 Penalty: 3866.078857
	Iteration 0F: 3 clusters Score -1.84219e+07 nChanged 70784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -18462954.000000 Penalty: 3866.078857
	Iteration 1F: 3 clusters Score -1.846295e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -18463696.000000 Penalty: 3866.078857
	Iteration 2Q: 3 clusters Score -1.84637e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -18464678.000000 Penalty: 3866.078857
	Iteration 3Q: 3 clusters Score -1.846468e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -18465722.000000 Penalty: 3866.078857
	Iteration 4Q: 3 clusters Score -1.846572e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -18466894.000000 Penalty: 3866.078857
	Iteration 5Q: 3 clusters Score -1.846689e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -18468200.000000 Penalty: 3866.078857
	Iteration 6Q: 3 clusters Score -1.84682e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -18469940.000000 Penalty: 3866.078857
	Iteration 7Q: 3 clusters Score -1.846994e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -18472236.000000 Penalty: 3866.078857
	Iteration 8Q: 3 clusters Score -1.847224e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -18475222.000000 Penalty: 3866.078857
	Iteration 9Q: 3 clusters Score -1.847522e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -18479018.000000 Penalty: 3866.078857
	Iteration 10Q: 3 clusters Score -1.847902e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -18483994.000000 Penalty: 3866.078857
	Iteration 11F: 3 clusters Score -1.848399e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -18489504.000000 Penalty: 3866.078857
	Iteration 12F: 3 clusters Score -1.84895e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -18493698.000000 Penalty: 3866.078857
	Iteration 13F: 3 clusters Score -1.84937e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -18496270.000000 Penalty: 3866.078857
	Iteration 14Q: 3 clusters Score -1.849627e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -18497788.000000 Penalty: 3866.078857
	Iteration 15Q: 3 clusters Score -1.849779e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -18499152.000000 Penalty: 3866.078857
	Iteration 16Q: 3 clusters Score -1.849915e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -18500232.000000 Penalty: 3866.078857
	Iteration 17Q: 3 clusters Score -1.850023e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -18501654.000000 Penalty: 3866.078857
	Iteration 18Q: 3 clusters Score -1.850165e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -18502994.000000 Penalty: 3866.078857
	Iteration 19Q: 3 clusters Score -1.850299e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -18504502.000000 Penalty: 3866.078857
	Iteration 20F: 3 clusters Score -1.85045e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -18505620.000000 Penalty: 3866.078857
	Iteration 21Q: 3 clusters Score -1.850562e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -18506400.000000 Penalty: 3866.078857
	Iteration 22Q: 3 clusters Score -1.85064e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -18506880.000000 Penalty: 3866.078857
	Iteration 23Q: 3 clusters Score -1.850688e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -18507310.000000 Penalty: 3866.078857
	Iteration 24Q: 3 clusters Score -1.850731e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -18507534.000000 Penalty: 3866.078857
	Iteration 25Q: 3 clusters Score -1.850753e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -18507694.000000 Penalty: 3866.078857
	Iteration 26Q: 3 clusters Score -1.850769e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -18507692.000000 Penalty: 3866.078857
	Iteration 27Q: 3 clusters Score -1.850769e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -18507742.000000 Penalty: 3866.078857
	Iteration 28Q: 3 clusters Score -1.850774e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -18507758.000000 Penalty: 3866.078857
	Iteration 29Q: 3 clusters Score -1.850776e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -18507794.000000 Penalty: 3866.078857
	Iteration 30Q: 3 clusters Score -1.850779e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -18507786.000000 Penalty: 3866.078857
	Iteration 31Q: 3 clusters Score -1.850779e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -18507756.000000 Penalty: 3866.078857
	Iteration 32Q: 3 clusters Score -1.850776e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -18507772.000000 Penalty: 3866.078857
	Iteration 33Q: 3 clusters Score -1.850777e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -18507776.000000 Penalty: 3866.078857
	Iteration 34Q: 3 clusters Score -1.850778e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -18507816.000000 Penalty: 3866.078857
	Iteration 35Q: 3 clusters Score -1.850782e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -18507820.000000 Penalty: 3866.078857
	Iteration 36Q: 3 clusters Score -1.850782e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -18507840.000000 Penalty: 3866.078857
	Iteration 37Q: 3 clusters Score -1.850784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -18507816.000000 Penalty: 3866.078857
	Iteration 38Q: 3 clusters Score -1.850782e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -18507800.000000 Penalty: 3866.078857
	Iteration 39Q: 3 clusters Score -1.85078e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -18507796.000000 Penalty: 3866.078857
	Iteration 40F: 3 clusters Score -1.85078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -18507820.000000 Penalty: 3866.078857
	Iteration 41Q: 3 clusters Score -1.850782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -18507802.000000 Penalty: 3866.078857
	Iteration 42Q: 3 clusters Score -1.85078e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -18507806.000000 Penalty: 3866.078857
	Iteration 43Q: 3 clusters Score -1.850781e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -18507806.000000 Penalty: 3866.078857
	Iteration 44Q: 3 clusters Score -1.850781e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -18507806.000000 Penalty: 3866.078857
	Iteration 45Q: 3 clusters Score -1.850781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -18507790.000000 Penalty: 3866.078857
	Iteration 46Q: 3 clusters Score -1.850779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -18507798.000000 Penalty: 3866.078857
	Iteration 47Q: 3 clusters Score -1.85078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -18507800.000000 Penalty: 3866.078857
	Iteration 48Q: 3 clusters Score -1.85078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -18507800.000000 Penalty: 3866.078857
	Iteration 49Q: 3 clusters Score -1.85078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -18507814.000000 Penalty: 3866.078857
	Iteration 50Q: 3 clusters Score -1.850781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -18507814.000000 Penalty: 3866.078857
	Iteration 51Q: 3 clusters Score -1.850781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -18507814.000000 Penalty: 3866.078857
	Iteration 52Q: 3 clusters Score -1.850781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -18507818.000000 Penalty: 3866.078857
	Iteration 53Q: 3 clusters Score -1.850782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -18507800.000000 Penalty: 3866.078857
	Iteration 54Q: 3 clusters Score -1.85078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -18507786.000000 Penalty: 3866.078857
	Iteration 55Q: 3 clusters Score -1.850779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -18507780.000000 Penalty: 3866.078857
	Iteration 56Q: 3 clusters Score -1.850778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -18507780.000000 Penalty: 3866.078857
	Iteration 57Q: 3 clusters Score -1.850778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -18507774.000000 Penalty: 3866.078857
	Iteration 58Q: 3 clusters Score -1.850777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -18507788.000000 Penalty: 3866.078857
	Iteration 59Q: 3 clusters Score -1.850779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -18507796.000000 Penalty: 3866.078857
	Iteration 60F: 3 clusters Score -1.85078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -18507810.000000 Penalty: 3866.078857
	Iteration 61Q: 3 clusters Score -1.850781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -18507808.000000 Penalty: 3866.078857
	Iteration 62Q: 3 clusters Score -1.850781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -18507780.000000 Penalty: 3866.078857
	Iteration 63Q: 3 clusters Score -1.850778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -18507802.000000 Penalty: 3866.078857
	Iteration 64Q: 3 clusters Score -1.85078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -18507802.000000 Penalty: 3866.078857
	Iteration 65Q: 3 clusters Score -1.85078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -18507796.000000 Penalty: 3866.078857
	Iteration 66Q: 3 clusters Score -1.85078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -18507804.000000 Penalty: 3866.078857
	Iteration 67Q: 3 clusters Score -1.85078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -18507798.000000 Penalty: 3866.078857
	Iteration 68Q: 3 clusters Score -1.85078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -18507794.000000 Penalty: 3866.078857
	Iteration 69Q: 3 clusters Score -1.850779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -18507796.000000 Penalty: 3866.078857
	Iteration 70Q: 3 clusters Score -1.85078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -18507792.000000 Penalty: 3866.078857
	Iteration 71Q: 3 clusters Score -1.850779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -18507804.000000 Penalty: 3866.078857
	Iteration 72Q: 3 clusters Score -1.85078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -18507806.000000 Penalty: 3866.078857
	Iteration 73Q: 3 clusters Score -1.850781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -18507804.000000 Penalty: 3866.078857
	Iteration 74Q: 3 clusters Score -1.85078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -18507802.000000 Penalty: 3866.078857
	Iteration 75Q: 3 clusters Score -1.85078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -18507800.000000 Penalty: 3866.078857
	Iteration 76Q: 3 clusters Score -1.85078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -18507800.000000 Penalty: 3866.078857
	Iteration 77F: 3 clusters Score -1.85078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 10 contains 76284 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 76508 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 13529 members 
Mstep: Class 23 contains 69851 members 
Mstep: Class 24 contains 70011 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 61382 members 
Mstep: Class 28 contains 63374 members 
Entering Unmasked Estep 
Score: -127616872.000000 Penalty: 62863.164062
Splitting cluster 18 changes total score from -127511648.000000 to -127616872.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -545738.750000 Penalty: 1369.502197
	Iteration 0F: 2 clusters Score -545738.8 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 2280 members 
Entering Unmasked Estep 
Score: -542028.125000 Penalty: 2739.004395
	Iteration 0F: 3 clusters Score -542028.1 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -543059.125000 Penalty: 2739.004395
	Iteration 1F: 3 clusters Score -543059.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -543266.187500 Penalty: 2739.004395
	Iteration 2F: 3 clusters Score -543266.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -543429.937500 Penalty: 2739.004395
	Iteration 3F: 3 clusters Score -543429.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -543566.875000 Penalty: 2739.004395
	Iteration 4Q: 3 clusters Score -543566.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -543724.062500 Penalty: 2739.004395
	Iteration 5Q: 3 clusters Score -543724.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -543876.937500 Penalty: 2739.004395
	Iteration 6F: 3 clusters Score -543876.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -544032.687500 Penalty: 2739.004395
	Iteration 7Q: 3 clusters Score -544032.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -544170.500000 Penalty: 2739.004395
	Iteration 8Q: 3 clusters Score -544170.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -544270.500000 Penalty: 2739.004395
	Iteration 9Q: 3 clusters Score -544270.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -544348.562500 Penalty: 2739.004395
	Iteration 10Q: 3 clusters Score -544348.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -544427.062500 Penalty: 2739.004395
	Iteration 11Q: 3 clusters Score -544427.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -544486.875000 Penalty: 2739.004395
	Iteration 12Q: 3 clusters Score -544486.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544539.562500 Penalty: 2739.004395
	Iteration 13Q: 3 clusters Score -544539.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544572.750000 Penalty: 2739.004395
	Iteration 14Q: 3 clusters Score -544572.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544590.937500 Penalty: 2739.004395
	Iteration 15Q: 3 clusters Score -544590.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -544598.187500 Penalty: 2739.004395
	Iteration 16Q: 3 clusters Score -544598.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -544606.625000 Penalty: 2739.004395
	Iteration 17Q: 3 clusters Score -544606.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -544612.562500 Penalty: 2739.004395
	Iteration 18Q: 3 clusters Score -544612.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -544618.250000 Penalty: 2739.004395
	Iteration 19Q: 3 clusters Score -544618.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -544622.875000 Penalty: 2739.004395
	Iteration 20F: 3 clusters Score -544622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -544625.500000 Penalty: 2739.004395
	Iteration 21Q: 3 clusters Score -544625.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -544629.500000 Penalty: 2739.004395
	Iteration 22Q: 3 clusters Score -544629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544631.250000 Penalty: 2739.004395
	Iteration 23Q: 3 clusters Score -544631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -544632.937500 Penalty: 2739.004395
	Iteration 24Q: 3 clusters Score -544632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -544632.937500 Penalty: 2739.004395
	Iteration 25Q: 3 clusters Score -544632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -544634.437500 Penalty: 2739.004395
	Iteration 26Q: 3 clusters Score -544634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -544635.250000 Penalty: 2739.004395
	Iteration 27Q: 3 clusters Score -544635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544636.000000 Penalty: 2739.004395
	Iteration 28Q: 3 clusters Score -544636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544635.500000 Penalty: 2739.004395
	Iteration 29Q: 3 clusters Score -544635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -544637.562500 Penalty: 2739.004395
	Iteration 30Q: 3 clusters Score -544637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -544636.875000 Penalty: 2739.004395
	Iteration 31Q: 3 clusters Score -544636.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -544636.875000 Penalty: 2739.004395
	Iteration 32F: 3 clusters Score -544636.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 72675 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 6494 members 
Mstep: Class 9 contains 60815 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 48364 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 19230 members 
Mstep: Class 18 contains 83250 members 
Mstep: Class 19 contains 4572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127655568.000000 Penalty: 62863.164062
Iteration 39Q: 29 clusters Score -1.276556e+08 nChanged 65399
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 25461 members 
Mstep: Class 4 contains 100398 members 
Mstep: Class 5 contains 76852 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 23890 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 66020 members 
Mstep: Class 10 contains 73546 members 
Mstep: Class 11 contains 62313 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 7050 members 
Mstep: Class 14 contains 48983 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 18066 members 
Mstep: Class 17 contains 18672 members 
Mstep: Class 18 contains 83710 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 20 contains 73908 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12425 members 
Mstep: Class 23 contains 68553 members 
Mstep: Class 24 contains 69555 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 53089 members 
Mstep: Class 28 contains 59171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127681544.000000 Penalty: 62863.164062
Iteration 40F: 29 clusters Score -1.276815e+08 nChanged 55152
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 25204 members 
Mstep: Class 4 contains 93907 members 
Mstep: Class 5 contains 77511 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 22406 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 70532 members 
Mstep: Class 10 contains 72860 members 
Mstep: Class 11 contains 68101 members 
Mstep: Class 12 contains 7312 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 47980 members 
Mstep: Class 15 contains 4955 members 
Mstep: Class 16 contains 16124 members 
Mstep: Class 17 contains 17719 members 
Mstep: Class 18 contains 81229 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 75497 members 
Mstep: Class 21 contains 175 members 
Mstep: Class 22 contains 12457 members 
Mstep: Class 23 contains 73768 members 
Mstep: Class 24 contains 70999 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 768 members 
Mstep: Class 27 contains 48631 members 
Mstep: Class 28 contains 60059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127693192.000000 Penalty: 62863.164062
Iteration 41F: 29 clusters Score -1.276932e+08 nChanged 42438
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 25117 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 78111 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 20181 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 75082 members 
Mstep: Class 10 contains 72257 members 
Mstep: Class 11 contains 74622 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 46974 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 13772 members 
Mstep: Class 17 contains 16701 members 
Mstep: Class 18 contains 79929 members 
Mstep: Class 19 contains 4354 members 
Mstep: Class 20 contains 76335 members 
Mstep: Class 21 contains 179 members 
Mstep: Class 22 contains 12440 members 
Mstep: Class 23 contains 80512 members 
Mstep: Class 24 contains 71982 members 
Mstep: Class 25 contains 2459 members 
Mstep: Class 26 contains 768 members 
Mstep: Class 27 contains 43405 members 
Mstep: Class 28 contains 60405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127696216.000000 Penalty: 62863.164062
Iteration 42Q: 29 clusters Score -1.276962e+08 nChanged 40400
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 6395 members 
Mstep: Class 3 contains 25058 members 
Mstep: Class 4 contains 80473 members 
Mstep: Class 5 contains 78512 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 17634 members 
Mstep: Class 8 contains 6897 members 
Mstep: Class 9 contains 79070 members 
Mstep: Class 10 contains 71803 members 
Mstep: Class 11 contains 81106 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 46003 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 11681 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 78789 members 
Mstep: Class 19 contains 4242 members 
Mstep: Class 20 contains 76976 members 
Mstep: Class 21 contains 171 members 
Mstep: Class 22 contains 12436 members 
Mstep: Class 23 contains 88880 members 
Mstep: Class 24 contains 73179 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 780 members 
Mstep: Class 27 contains 37098 members 
Mstep: Class 28 contains 60574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127694728.000000 Penalty: 62863.164062
Iteration 43Q: 29 clusters Score -1.276947e+08 nChanged 37902
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 6389 members 
Mstep: Class 3 contains 25007 members 
Mstep: Class 4 contains 73608 members 
Mstep: Class 5 contains 78914 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 15504 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 82305 members 
Mstep: Class 10 contains 71453 members 
Mstep: Class 11 contains 86894 members 
Mstep: Class 12 contains 5909 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 45284 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 10049 members 
Mstep: Class 17 contains 14662 members 
Mstep: Class 18 contains 77759 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 77428 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 12438 members 
Mstep: Class 23 contains 97512 members 
Mstep: Class 24 contains 74892 members 
Mstep: Class 25 contains 2520 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 30399 members 
Mstep: Class 28 contains 60649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127693880.000000 Penalty: 62863.164062
Iteration 44Q: 29 clusters Score -1.276939e+08 nChanged 33460
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24963 members 
Mstep: Class 4 contains 67477 members 
Mstep: Class 5 contains 79392 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 14070 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 71116 members 
Mstep: Class 11 contains 91611 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 44848 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13889 members 
Mstep: Class 18 contains 76777 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 77677 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12441 members 
Mstep: Class 23 contains 105360 members 
Mstep: Class 24 contains 76672 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 24335 members 
Mstep: Class 28 contains 60684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127691696.000000 Penalty: 62863.164062
Iteration 45Q: 29 clusters Score -1.276917e+08 nChanged 29400
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 6383 members 
Mstep: Class 3 contains 24913 members 
Mstep: Class 4 contains 62650 members 
Mstep: Class 5 contains 79903 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 7075 members 
Mstep: Class 9 contains 85249 members 
Mstep: Class 10 contains 70916 members 
Mstep: Class 11 contains 95355 members 
Mstep: Class 12 contains 5548 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 44504 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 7904 members 
Mstep: Class 17 contains 13328 members 
Mstep: Class 18 contains 75838 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 77780 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12455 members 
Mstep: Class 23 contains 111667 members 
Mstep: Class 24 contains 78682 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 19385 members 
Mstep: Class 28 contains 60725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127690368.000000 Penalty: 62863.164062
Iteration 46Q: 29 clusters Score -1.276904e+08 nChanged 24061
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 24842 members 
Mstep: Class 4 contains 60298 members 
Mstep: Class 5 contains 80473 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 12644 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 85433 members 
Mstep: Class 10 contains 70719 members 
Mstep: Class 11 contains 97952 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 44166 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 12927 members 
Mstep: Class 18 contains 74967 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 77695 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12485 members 
Mstep: Class 23 contains 115627 members 
Mstep: Class 24 contains 80316 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 15872 members 
Mstep: Class 28 contains 60631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127687336.000000 Penalty: 62863.164062
Iteration 47Q: 29 clusters Score -1.276873e+08 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 24754 members 
Mstep: Class 4 contains 59139 members 
Mstep: Class 5 contains 81169 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 12414 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 86033 members 
Mstep: Class 10 contains 70563 members 
Mstep: Class 11 contains 99769 members 
Mstep: Class 12 contains 5323 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 43971 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 12640 members 
Mstep: Class 18 contains 74182 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 77483 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12506 members 
Mstep: Class 23 contains 117603 members 
Mstep: Class 24 contains 81293 members 
Mstep: Class 25 contains 2677 members 
Mstep: Class 26 contains 849 members 
Mstep: Class 27 contains 13305 members 
Mstep: Class 28 contains 60511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127685688.000000 Penalty: 62863.164062
Iteration 48Q: 29 clusters Score -1.276857e+08 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 24647 members 
Mstep: Class 4 contains 58733 members 
Mstep: Class 5 contains 81838 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 12356 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 87247 members 
Mstep: Class 10 contains 70466 members 
Mstep: Class 11 contains 101068 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 6193 members 
Mstep: Class 14 contains 43944 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 12528 members 
Mstep: Class 18 contains 73470 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 77179 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12538 members 
Mstep: Class 23 contains 118129 members 
Mstep: Class 24 contains 81666 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 853 members 
Mstep: Class 27 contains 11402 members 
Mstep: Class 28 contains 60289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684832.000000 Penalty: 62863.164062
Iteration 49Q: 29 clusters Score -1.276848e+08 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 24515 members 
Mstep: Class 4 contains 58734 members 
Mstep: Class 5 contains 82590 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 12379 members 
Mstep: Class 8 contains 7231 members 
Mstep: Class 9 contains 88667 members 
Mstep: Class 10 contains 70439 members 
Mstep: Class 11 contains 102188 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 44026 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 6402 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 72830 members 
Mstep: Class 19 contains 3873 members 
Mstep: Class 20 contains 76746 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 117908 members 
Mstep: Class 24 contains 81443 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 856 members 
Mstep: Class 27 contains 9993 members 
Mstep: Class 28 contains 60096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684648.000000 Penalty: 62863.164062
Iteration 50Q: 29 clusters Score -1.276846e+08 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 6364 members 
Mstep: Class 3 contains 24417 members 
Mstep: Class 4 contains 58991 members 
Mstep: Class 5 contains 83336 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 89950 members 
Mstep: Class 10 contains 70358 members 
Mstep: Class 11 contains 103213 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 44179 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 6317 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 18 contains 72253 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 76304 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12602 members 
Mstep: Class 23 contains 117216 members 
Mstep: Class 24 contains 80979 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 856 members 
Mstep: Class 27 contains 8890 members 
Mstep: Class 28 contains 59899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127683664.000000 Penalty: 62863.164062
Iteration 51Q: 29 clusters Score -1.276837e+08 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 6358 members 
Mstep: Class 3 contains 24363 members 
Mstep: Class 4 contains 59417 members 
Mstep: Class 5 contains 84095 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 12768 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 91078 members 
Mstep: Class 10 contains 70272 members 
Mstep: Class 11 contains 104023 members 
Mstep: Class 12 contains 5056 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 44321 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 17 contains 12573 members 
Mstep: Class 18 contains 71706 members 
Mstep: Class 19 contains 3779 members 
Mstep: Class 20 contains 75830 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 116298 members 
Mstep: Class 24 contains 80381 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 858 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 59720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127683304.000000 Penalty: 62863.164062
Iteration 52Q: 29 clusters Score -1.276833e+08 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 24275 members 
Mstep: Class 4 contains 60003 members 
Mstep: Class 5 contains 84784 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 13060 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 91985 members 
Mstep: Class 10 contains 70242 members 
Mstep: Class 11 contains 104687 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 44477 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 71199 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 75385 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12649 members 
Mstep: Class 23 contains 115214 members 
Mstep: Class 24 contains 79738 members 
Mstep: Class 25 contains 2796 members 
Mstep: Class 26 contains 861 members 
Mstep: Class 27 contains 7307 members 
Mstep: Class 28 contains 59538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127683512.000000 Penalty: 62863.164062
Iteration 53Q: 29 clusters Score -1.276835e+08 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 24191 members 
Mstep: Class 4 contains 60693 members 
Mstep: Class 5 contains 85489 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 13350 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 92883 members 
Mstep: Class 10 contains 70210 members 
Mstep: Class 11 contains 105266 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 44637 members 
Mstep: Class 15 contains 5704 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 12966 members 
Mstep: Class 18 contains 70748 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 74916 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12669 members 
Mstep: Class 23 contains 113983 members 
Mstep: Class 24 contains 79082 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 864 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 59342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684232.000000 Penalty: 62863.164062
Iteration 54Q: 29 clusters Score -1.276842e+08 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 24091 members 
Mstep: Class 4 contains 61372 members 
Mstep: Class 5 contains 86156 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 13719 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 93627 members 
Mstep: Class 10 contains 70207 members 
Mstep: Class 11 contains 105672 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 44841 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 13199 members 
Mstep: Class 18 contains 70252 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 74507 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12692 members 
Mstep: Class 23 contains 112731 members 
Mstep: Class 24 contains 78474 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 59110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127685008.000000 Penalty: 62863.164062
Iteration 55Q: 29 clusters Score -1.27685e+08 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 6341 members 
Mstep: Class 3 contains 23996 members 
Mstep: Class 4 contains 62068 members 
Mstep: Class 5 contains 86799 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 14113 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 94319 members 
Mstep: Class 10 contains 70239 members 
Mstep: Class 11 contains 106202 members 
Mstep: Class 12 contains 4881 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 45093 members 
Mstep: Class 15 contains 5708 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 13459 members 
Mstep: Class 18 contains 69735 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 74149 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 111237 members 
Mstep: Class 24 contains 77803 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 58879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127685912.000000 Penalty: 62863.164062
Iteration 56Q: 29 clusters Score -1.276859e+08 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 23883 members 
Mstep: Class 4 contains 62680 members 
Mstep: Class 5 contains 87449 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 14550 members 
Mstep: Class 8 contains 7394 members 
Mstep: Class 9 contains 95068 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 106704 members 
Mstep: Class 12 contains 4856 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 45374 members 
Mstep: Class 15 contains 5708 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 69173 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 73796 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 109723 members 
Mstep: Class 24 contains 77012 members 
Mstep: Class 25 contains 2856 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 5724 members 
Mstep: Class 28 contains 58582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127687320.000000 Penalty: 62863.164062
Iteration 57Q: 29 clusters Score -1.276873e+08 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 23782 members 
Mstep: Class 4 contains 63216 members 
Mstep: Class 5 contains 88121 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 95885 members 
Mstep: Class 10 contains 70308 members 
Mstep: Class 11 contains 107116 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 45648 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 14140 members 
Mstep: Class 18 contains 68628 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 73425 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 108219 members 
Mstep: Class 24 contains 76159 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 5507 members 
Mstep: Class 28 contains 58328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127688640.000000 Penalty: 62863.164062
Iteration 58Q: 29 clusters Score -1.276886e+08 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 23688 members 
Mstep: Class 4 contains 63757 members 
Mstep: Class 5 contains 88772 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 7455 members 
Mstep: Class 9 contains 96657 members 
Mstep: Class 10 contains 70352 members 
Mstep: Class 11 contains 107471 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 45932 members 
Mstep: Class 15 contains 5707 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 14477 members 
Mstep: Class 18 contains 68068 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 73092 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12734 members 
Mstep: Class 23 contains 106735 members 
Mstep: Class 24 contains 75259 members 
Mstep: Class 25 contains 2870 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 58099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127688720.000000 Penalty: 62863.164062
Iteration 59Q: 29 clusters Score -1.276887e+08 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 64265 members 
Mstep: Class 5 contains 89329 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 15918 members 
Mstep: Class 8 contains 7478 members 
Mstep: Class 9 contains 97333 members 
Mstep: Class 10 contains 70404 members 
Mstep: Class 11 contains 107698 members 
Mstep: Class 12 contains 4777 members 
Mstep: Class 13 contains 5888 members 
Mstep: Class 14 contains 46221 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 14809 members 
Mstep: Class 18 contains 67578 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 72839 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 105381 members 
Mstep: Class 24 contains 74461 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 5155 members 
Mstep: Class 28 contains 57855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127691424.000000 Penalty: 62863.164062
Iteration 60F: 29 clusters Score -1.276914e+08 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 63955 members 
Mstep: Class 5 contains 89857 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 16512 members 
Mstep: Class 8 contains 7505 members 
Mstep: Class 9 contains 98484 members 
Mstep: Class 10 contains 70429 members 
Mstep: Class 11 contains 107948 members 
Mstep: Class 12 contains 4754 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 46496 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 7995 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 67009 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 72617 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 104023 members 
Mstep: Class 24 contains 73726 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 57601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127692976.000000 Penalty: 62863.164062
Iteration 61Q: 29 clusters Score -1.27693e+08 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 6227 members 
Mstep: Class 3 contains 23497 members 
Mstep: Class 4 contains 63941 members 
Mstep: Class 5 contains 90357 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 17098 members 
Mstep: Class 8 contains 7545 members 
Mstep: Class 9 contains 99315 members 
Mstep: Class 10 contains 70458 members 
Mstep: Class 11 contains 108032 members 
Mstep: Class 12 contains 4731 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 46759 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 8441 members 
Mstep: Class 17 contains 15753 members 
Mstep: Class 18 contains 66454 members 
Mstep: Class 19 contains 3520 members 
Mstep: Class 20 contains 72449 members 
Mstep: Class 21 contains 171 members 
Mstep: Class 22 contains 12731 members 
Mstep: Class 23 contains 102611 members 
Mstep: Class 24 contains 73091 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 4775 members 
Mstep: Class 28 contains 57318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127693240.000000 Penalty: 62863.164062
Iteration 62Q: 29 clusters Score -1.276932e+08 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 23457 members 
Mstep: Class 4 contains 63983 members 
Mstep: Class 5 contains 90876 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 17715 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 99877 members 
Mstep: Class 10 contains 70483 members 
Mstep: Class 11 contains 107866 members 
Mstep: Class 12 contains 4705 members 
Mstep: Class 13 contains 5857 members 
Mstep: Class 14 contains 47059 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 8943 members 
Mstep: Class 17 contains 16349 members 
Mstep: Class 18 contains 65865 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 20 contains 72282 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12698 members 
Mstep: Class 23 contains 101185 members 
Mstep: Class 24 contains 72634 members 
Mstep: Class 25 contains 2881 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 57082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127693432.000000 Penalty: 62863.164062
Iteration 63Q: 29 clusters Score -1.276934e+08 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 3 contains 23411 members 
Mstep: Class 4 contains 63987 members 
Mstep: Class 5 contains 91386 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 7641 members 
Mstep: Class 9 contains 100033 members 
Mstep: Class 10 contains 70531 members 
Mstep: Class 11 contains 107618 members 
Mstep: Class 12 contains 4680 members 
Mstep: Class 13 contains 5855 members 
Mstep: Class 14 contains 47314 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 9509 members 
Mstep: Class 17 contains 16956 members 
Mstep: Class 18 contains 65251 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12654 members 
Mstep: Class 23 contains 99939 members 
Mstep: Class 24 contains 72437 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 4544 members 
Mstep: Class 28 contains 56866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127694040.000000 Penalty: 62863.164062
Iteration 64Q: 29 clusters Score -1.27694e+08 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 64075 members 
Mstep: Class 5 contains 91942 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 100010 members 
Mstep: Class 10 contains 70588 members 
Mstep: Class 11 contains 107361 members 
Mstep: Class 12 contains 4659 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 47511 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 10096 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 18 contains 64577 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 71973 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12599 members 
Mstep: Class 23 contains 98668 members 
Mstep: Class 24 contains 72430 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 4417 members 
Mstep: Class 28 contains 56662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127694896.000000 Penalty: 62863.164062
Iteration 65Q: 29 clusters Score -1.276949e+08 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 23288 members 
Mstep: Class 4 contains 64128 members 
Mstep: Class 5 contains 92511 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 19675 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 99965 members 
Mstep: Class 10 contains 70622 members 
Mstep: Class 11 contains 107065 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 47603 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 10743 members 
Mstep: Class 17 contains 18112 members 
Mstep: Class 18 contains 63878 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 71856 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12532 members 
Mstep: Class 23 contains 97373 members 
Mstep: Class 24 contains 72574 members 
Mstep: Class 25 contains 2896 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 56456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127695656.000000 Penalty: 62863.164062
Iteration 66Q: 29 clusters Score -1.276957e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 6186 members 
Mstep: Class 3 contains 23249 members 
Mstep: Class 4 contains 64117 members 
Mstep: Class 5 contains 93084 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 20354 members 
Mstep: Class 8 contains 7839 members 
Mstep: Class 9 contains 99874 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 11 contains 106767 members 
Mstep: Class 12 contains 4607 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 47697 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11395 members 
Mstep: Class 17 contains 18685 members 
Mstep: Class 18 contains 63115 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 71765 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12456 members 
Mstep: Class 23 contains 96045 members 
Mstep: Class 24 contains 72822 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 56254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127697992.000000 Penalty: 62863.164062
Iteration 67Q: 29 clusters Score -1.27698e+08 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 64017 members 
Mstep: Class 5 contains 93678 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 99686 members 
Mstep: Class 10 contains 70736 members 
Mstep: Class 11 contains 106375 members 
Mstep: Class 12 contains 4584 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 47752 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 19296 members 
Mstep: Class 18 contains 62323 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 71692 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12379 members 
Mstep: Class 23 contains 94780 members 
Mstep: Class 24 contains 73184 members 
Mstep: Class 25 contains 2892 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 4060 members 
Mstep: Class 28 contains 56079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127699128.000000 Penalty: 62863.164062
Iteration 68Q: 29 clusters Score -1.276991e+08 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 6175 members 
Mstep: Class 3 contains 23140 members 
Mstep: Class 4 contains 63886 members 
Mstep: Class 5 contains 94310 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 21778 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 99533 members 
Mstep: Class 10 contains 70794 members 
Mstep: Class 11 contains 105906 members 
Mstep: Class 12 contains 4573 members 
Mstep: Class 13 contains 5888 members 
Mstep: Class 14 contains 47813 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 12792 members 
Mstep: Class 17 contains 19894 members 
Mstep: Class 18 contains 61463 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 71613 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 93532 members 
Mstep: Class 24 contains 73680 members 
Mstep: Class 25 contains 2891 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 3955 members 
Mstep: Class 28 contains 55877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127699744.000000 Penalty: 62863.164062
Iteration 69Q: 29 clusters Score -1.276997e+08 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 23107 members 
Mstep: Class 4 contains 63679 members 
Mstep: Class 5 contains 94923 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 22419 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 99291 members 
Mstep: Class 10 contains 70840 members 
Mstep: Class 11 contains 105463 members 
Mstep: Class 12 contains 4555 members 
Mstep: Class 13 contains 5898 members 
Mstep: Class 14 contains 47822 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 13437 members 
Mstep: Class 17 contains 20525 members 
Mstep: Class 18 contains 60595 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 71591 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12306 members 
Mstep: Class 23 contains 92333 members 
Mstep: Class 24 contains 74326 members 
Mstep: Class 25 contains 2891 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 3822 members 
Mstep: Class 28 contains 55718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127700224.000000 Penalty: 62863.164062
Iteration 70Q: 29 clusters Score -1.277002e+08 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 63392 members 
Mstep: Class 5 contains 95556 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 23070 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 98866 members 
Mstep: Class 10 contains 70891 members 
Mstep: Class 11 contains 104958 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 47811 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 14020 members 
Mstep: Class 17 contains 21240 members 
Mstep: Class 18 contains 59683 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 71583 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12319 members 
Mstep: Class 23 contains 91310 members 
Mstep: Class 24 contains 75109 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 3677 members 
Mstep: Class 28 contains 55601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127701264.000000 Penalty: 62863.164062
Iteration 71Q: 29 clusters Score -1.277013e+08 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 6152 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 4 contains 63054 members 
Mstep: Class 5 contains 96227 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 8075 members 
Mstep: Class 9 contains 98416 members 
Mstep: Class 10 contains 70933 members 
Mstep: Class 11 contains 104448 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 47761 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 14529 members 
Mstep: Class 17 contains 21944 members 
Mstep: Class 18 contains 58724 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 71683 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 90389 members 
Mstep: Class 24 contains 75879 members 
Mstep: Class 25 contains 2887 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 55529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127701840.000000 Penalty: 62863.164062
Iteration 72Q: 29 clusters Score -1.277018e+08 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 6145 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 62708 members 
Mstep: Class 5 contains 96909 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 24306 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 97859 members 
Mstep: Class 10 contains 70957 members 
Mstep: Class 11 contains 104000 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 15047 members 
Mstep: Class 17 contains 22677 members 
Mstep: Class 18 contains 57734 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 71819 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12344 members 
Mstep: Class 23 contains 89544 members 
Mstep: Class 24 contains 76545 members 
Mstep: Class 25 contains 2888 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 55487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127702472.000000 Penalty: 62863.164062
Iteration 73Q: 29 clusters Score -1.277025e+08 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 6139 members 
Mstep: Class 3 contains 23004 members 
Mstep: Class 4 contains 62364 members 
Mstep: Class 5 contains 97614 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 24834 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 97447 members 
Mstep: Class 10 contains 71002 members 
Mstep: Class 11 contains 103567 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 47668 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 15479 members 
Mstep: Class 17 contains 23437 members 
Mstep: Class 18 contains 56705 members 
Mstep: Class 19 contains 3350 members 
Mstep: Class 20 contains 71958 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12344 members 
Mstep: Class 23 contains 88805 members 
Mstep: Class 24 contains 77137 members 
Mstep: Class 25 contains 2891 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 3291 members 
Mstep: Class 28 contains 55432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127703136.000000 Penalty: 62863.164062
Iteration 74Q: 29 clusters Score -1.277031e+08 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 6135 members 
Mstep: Class 3 contains 22990 members 
Mstep: Class 4 contains 62024 members 
Mstep: Class 5 contains 98327 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 25341 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 97176 members 
Mstep: Class 10 contains 71056 members 
Mstep: Class 11 contains 103187 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 47611 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 24172 members 
Mstep: Class 18 contains 55627 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 72156 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12349 members 
Mstep: Class 23 contains 88083 members 
Mstep: Class 24 contains 77583 members 
Mstep: Class 25 contains 2896 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 55370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127703848.000000 Penalty: 62863.164062
Iteration 75Q: 29 clusters Score -1.277038e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 22969 members 
Mstep: Class 4 contains 61693 members 
Mstep: Class 5 contains 99029 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 25856 members 
Mstep: Class 8 contains 8121 members 
Mstep: Class 9 contains 96932 members 
Mstep: Class 10 contains 71131 members 
Mstep: Class 11 contains 102815 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 47582 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 16278 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 54491 members 
Mstep: Class 19 contains 3317 members 
Mstep: Class 20 contains 72368 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12357 members 
Mstep: Class 23 contains 87334 members 
Mstep: Class 24 contains 77969 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 55302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127704424.000000 Penalty: 62863.164062
Iteration 76Q: 29 clusters Score -1.277044e+08 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 22955 members 
Mstep: Class 4 contains 61448 members 
Mstep: Class 5 contains 99784 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 26347 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 96776 members 
Mstep: Class 10 contains 71269 members 
Mstep: Class 11 contains 102445 members 
Mstep: Class 12 contains 4385 members 
Mstep: Class 13 contains 5936 members 
Mstep: Class 14 contains 47508 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 16649 members 
Mstep: Class 17 contains 25674 members 
Mstep: Class 18 contains 53335 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 72406 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12363 members 
Mstep: Class 23 contains 86630 members 
Mstep: Class 24 contains 78251 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 2904 members 
Mstep: Class 28 contains 55264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127705064.000000 Penalty: 62863.164062
Iteration 77Q: 29 clusters Score -1.277051e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 22951 members 
Mstep: Class 4 contains 61168 members 
Mstep: Class 5 contains 100567 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 26840 members 
Mstep: Class 8 contains 8129 members 
Mstep: Class 9 contains 96649 members 
Mstep: Class 10 contains 71454 members 
Mstep: Class 11 contains 102135 members 
Mstep: Class 12 contains 4356 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 47459 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 16 contains 16948 members 
Mstep: Class 17 contains 26483 members 
Mstep: Class 18 contains 52173 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 72328 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12371 members 
Mstep: Class 23 contains 86032 members 
Mstep: Class 24 contains 78461 members 
Mstep: Class 25 contains 2906 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 55203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127705776.000000 Penalty: 62863.164062
Iteration 78Q: 29 clusters Score -1.277058e+08 nChanged 8075
Entering ConstructFrom: 
Score: -127705776.000000 Penalty: 62863.164062
Entering ConstructFrom: 
Trying to split cluster 1 (30393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Entering Unmasked Estep 
Score: -3852125.000000 Penalty: 1677.319702
	Iteration 0F: 2 clusters Score -3852125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3831776.250000 Penalty: 3354.639404
	Iteration 0F: 3 clusters Score -3831776 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3840021.250000 Penalty: 3354.639404
	Iteration 1F: 3 clusters Score -3840021 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3841084.000000 Penalty: 3354.639404
	Iteration 2F: 3 clusters Score -3841084 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3842176.250000 Penalty: 3354.639404
	Iteration 3F: 3 clusters Score -3842176 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3843413.250000 Penalty: 3354.639404
	Iteration 4F: 3 clusters Score -3843413 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3844983.500000 Penalty: 3354.639404
	Iteration 5F: 3 clusters Score -3844984 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3846737.500000 Penalty: 3354.639404
	Iteration 6F: 3 clusters Score -3846738 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3848393.000000 Penalty: 3354.639404
	Iteration 7F: 3 clusters Score -3848393 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3849543.500000 Penalty: 3354.639404
	Iteration 8F: 3 clusters Score -3849544 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3850192.000000 Penalty: 3354.639404
	Iteration 9Q: 3 clusters Score -3850192 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3850576.750000 Penalty: 3354.639404
	Iteration 10Q: 3 clusters Score -3850577 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3850795.500000 Penalty: 3354.639404
	Iteration 11Q: 3 clusters Score -3850796 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3850964.000000 Penalty: 3354.639404
	Iteration 12Q: 3 clusters Score -3850964 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3851050.000000 Penalty: 3354.639404
	Iteration 13Q: 3 clusters Score -3851050 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3851122.500000 Penalty: 3354.639404
	Iteration 14Q: 3 clusters Score -3851122 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3851164.500000 Penalty: 3354.639404
	Iteration 15Q: 3 clusters Score -3851164 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3851218.000000 Penalty: 3354.639404
	Iteration 16Q: 3 clusters Score -3851218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3851247.250000 Penalty: 3354.639404
	Iteration 17Q: 3 clusters Score -3851247 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3851277.000000 Penalty: 3354.639404
	Iteration 18Q: 3 clusters Score -3851277 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3851307.250000 Penalty: 3354.639404
	Iteration 19Q: 3 clusters Score -3851307 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3851332.250000 Penalty: 3354.639404
	Iteration 20F: 3 clusters Score -3851332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3851337.500000 Penalty: 3354.639404
	Iteration 21Q: 3 clusters Score -3851338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3851362.000000 Penalty: 3354.639404
	Iteration 22Q: 3 clusters Score -3851362 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3851389.250000 Penalty: 3354.639404
	Iteration 23Q: 3 clusters Score -3851389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3851399.750000 Penalty: 3354.639404
	Iteration 24Q: 3 clusters Score -3851400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3851415.750000 Penalty: 3354.639404
	Iteration 25Q: 3 clusters Score -3851416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3851426.250000 Penalty: 3354.639404
	Iteration 26Q: 3 clusters Score -3851426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3851438.250000 Penalty: 3354.639404
	Iteration 27Q: 3 clusters Score -3851438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3851449.000000 Penalty: 3354.639404
	Iteration 28Q: 3 clusters Score -3851449 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3851453.500000 Penalty: 3354.639404
	Iteration 29Q: 3 clusters Score -3851454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3851453.500000 Penalty: 3354.639404
	Iteration 30Q: 3 clusters Score -3851454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3851462.500000 Penalty: 3354.639404
	Iteration 31Q: 3 clusters Score -3851462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3851469.000000 Penalty: 3354.639404
	Iteration 32Q: 3 clusters Score -3851469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3851474.750000 Penalty: 3354.639404
	Iteration 33Q: 3 clusters Score -3851475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3851487.000000 Penalty: 3354.639404
	Iteration 34Q: 3 clusters Score -3851487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3851500.000000 Penalty: 3354.639404
	Iteration 35Q: 3 clusters Score -3851500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3851509.750000 Penalty: 3354.639404
	Iteration 36Q: 3 clusters Score -3851510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3851518.500000 Penalty: 3354.639404
	Iteration 37Q: 3 clusters Score -3851518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3851526.750000 Penalty: 3354.639404
	Iteration 38Q: 3 clusters Score -3851527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3851527.500000 Penalty: 3354.639404
	Iteration 39Q: 3 clusters Score -3851528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3851539.000000 Penalty: 3354.639404
	Iteration 40F: 3 clusters Score -3851539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3851535.250000 Penalty: 3354.639404
	Iteration 41Q: 3 clusters Score -3851535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3851536.250000 Penalty: 3354.639404
	Iteration 42Q: 3 clusters Score -3851536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3851536.250000 Penalty: 3354.639404
	Iteration 43Q: 3 clusters Score -3851536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3851534.750000 Penalty: 3354.639404
	Iteration 44Q: 3 clusters Score -3851535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3851535.750000 Penalty: 3354.639404
	Iteration 45Q: 3 clusters Score -3851536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3851539.500000 Penalty: 3354.639404
	Iteration 46Q: 3 clusters Score -3851540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3851541.250000 Penalty: 3354.639404
	Iteration 47Q: 3 clusters Score -3851541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3851540.000000 Penalty: 3354.639404
	Iteration 48Q: 3 clusters Score -3851540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3851545.750000 Penalty: 3354.639404
	Iteration 49Q: 3 clusters Score -3851546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3851548.000000 Penalty: 3354.639404
	Iteration 50Q: 3 clusters Score -3851548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3851550.500000 Penalty: 3354.639404
	Iteration 51Q: 3 clusters Score -3851550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3851552.000000 Penalty: 3354.639404
	Iteration 52Q: 3 clusters Score -3851552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3851551.750000 Penalty: 3354.639404
	Iteration 53Q: 3 clusters Score -3851552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3851553.250000 Penalty: 3354.639404
	Iteration 54Q: 3 clusters Score -3851553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3851557.750000 Penalty: 3354.639404
	Iteration 55Q: 3 clusters Score -3851558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3851556.000000 Penalty: 3354.639404
	Iteration 56Q: 3 clusters Score -3851556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3851561.000000 Penalty: 3354.639404
	Iteration 57Q: 3 clusters Score -3851561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3851555.750000 Penalty: 3354.639404
	Iteration 58Q: 3 clusters Score -3851556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3851557.500000 Penalty: 3354.639404
	Iteration 59Q: 3 clusters Score -3851558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3851554.000000 Penalty: 3354.639404
	Iteration 60F: 3 clusters Score -3851554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3851555.500000 Penalty: 3354.639404
	Iteration 61Q: 3 clusters Score -3851556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3851558.000000 Penalty: 3354.639404
	Iteration 62Q: 3 clusters Score -3851558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3851563.000000 Penalty: 3354.639404
	Iteration 63Q: 3 clusters Score -3851563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3851556.250000 Penalty: 3354.639404
	Iteration 64Q: 3 clusters Score -3851556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3851557.750000 Penalty: 3354.639404
	Iteration 65Q: 3 clusters Score -3851558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3851562.000000 Penalty: 3354.639404
	Iteration 66Q: 3 clusters Score -3851562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3851559.500000 Penalty: 3354.639404
	Iteration 67Q: 3 clusters Score -3851560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3851554.500000 Penalty: 3354.639404
	Iteration 68Q: 3 clusters Score -3851554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3851556.000000 Penalty: 3354.639404
	Iteration 69Q: 3 clusters Score -3851556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3851565.500000 Penalty: 3354.639404
	Iteration 70Q: 3 clusters Score -3851566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3851567.500000 Penalty: 3354.639404
	Iteration 71Q: 3 clusters Score -3851568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3851568.250000 Penalty: 3354.639404
	Iteration 72Q: 3 clusters Score -3851568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3851567.250000 Penalty: 3354.639404
	Iteration 73Q: 3 clusters Score -3851567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3851567.250000 Penalty: 3354.639404
	Iteration 74F: 3 clusters Score -3851567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -779263.625000 Penalty: 1417.101440
	Iteration 0F: 2 clusters Score -779263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -774609.812500 Penalty: 2834.202881
	Iteration 0F: 3 clusters Score -774609.8 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -776445.750000 Penalty: 2834.202881
	Iteration 1F: 3 clusters Score -776445.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -776940.750000 Penalty: 2834.202881
	Iteration 2F: 3 clusters Score -776940.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -777223.312500 Penalty: 2834.202881
	Iteration 3F: 3 clusters Score -777223.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -777414.312500 Penalty: 2834.202881
	Iteration 4F: 3 clusters Score -777414.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -777542.562500 Penalty: 2834.202881
	Iteration 5Q: 3 clusters Score -777542.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -777656.812500 Penalty: 2834.202881
	Iteration 6Q: 3 clusters Score -777656.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -777739.000000 Penalty: 2834.202881
	Iteration 7Q: 3 clusters Score -777739 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -777810.125000 Penalty: 2834.202881
	Iteration 8Q: 3 clusters Score -777810.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -777855.250000 Penalty: 2834.202881
	Iteration 9Q: 3 clusters Score -777855.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -777884.750000 Penalty: 2834.202881
	Iteration 10Q: 3 clusters Score -777884.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -777919.937500 Penalty: 2834.202881
	Iteration 11Q: 3 clusters Score -777919.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -777957.250000 Penalty: 2834.202881
	Iteration 12Q: 3 clusters Score -777957.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -777997.812500 Penalty: 2834.202881
	Iteration 13Q: 3 clusters Score -777997.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -778036.375000 Penalty: 2834.202881
	Iteration 14Q: 3 clusters Score -778036.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -778071.625000 Penalty: 2834.202881
	Iteration 15Q: 3 clusters Score -778071.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -778095.250000 Penalty: 2834.202881
	Iteration 16Q: 3 clusters Score -778095.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -778115.625000 Penalty: 2834.202881
	Iteration 17Q: 3 clusters Score -778115.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -778136.625000 Penalty: 2834.202881
	Iteration 18Q: 3 clusters Score -778136.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -778158.125000 Penalty: 2834.202881
	Iteration 19Q: 3 clusters Score -778158.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -778192.437500 Penalty: 2834.202881
	Iteration 20F: 3 clusters Score -778192.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -778224.000000 Penalty: 2834.202881
	Iteration 21Q: 3 clusters Score -778224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -778268.937500 Penalty: 2834.202881
	Iteration 22Q: 3 clusters Score -778268.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -778320.500000 Penalty: 2834.202881
	Iteration 23Q: 3 clusters Score -778320.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -778390.312500 Penalty: 2834.202881
	Iteration 24Q: 3 clusters Score -778390.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -778454.125000 Penalty: 2834.202881
	Iteration 25Q: 3 clusters Score -778454.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -778538.000000 Penalty: 2834.202881
	Iteration 26Q: 3 clusters Score -778538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -778594.937500 Penalty: 2834.202881
	Iteration 27Q: 3 clusters Score -778594.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -778638.250000 Penalty: 2834.202881
	Iteration 28Q: 3 clusters Score -778638.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -778660.687500 Penalty: 2834.202881
	Iteration 29Q: 3 clusters Score -778660.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -778674.375000 Penalty: 2834.202881
	Iteration 30Q: 3 clusters Score -778674.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -778681.937500 Penalty: 2834.202881
	Iteration 31Q: 3 clusters Score -778681.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -778686.000000 Penalty: 2834.202881
	Iteration 32Q: 3 clusters Score -778686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -778693.687500 Penalty: 2834.202881
	Iteration 33Q: 3 clusters Score -778693.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -778699.750000 Penalty: 2834.202881
	Iteration 34Q: 3 clusters Score -778699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -778705.187500 Penalty: 2834.202881
	Iteration 35Q: 3 clusters Score -778705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -778709.625000 Penalty: 2834.202881
	Iteration 36Q: 3 clusters Score -778709.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -778716.250000 Penalty: 2834.202881
	Iteration 37Q: 3 clusters Score -778716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -778726.375000 Penalty: 2834.202881
	Iteration 38Q: 3 clusters Score -778726.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -778737.187500 Penalty: 2834.202881
	Iteration 39Q: 3 clusters Score -778737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -778749.437500 Penalty: 2834.202881
	Iteration 40F: 3 clusters Score -778749.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -778757.812500 Penalty: 2834.202881
	Iteration 41Q: 3 clusters Score -778757.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -778769.187500 Penalty: 2834.202881
	Iteration 42Q: 3 clusters Score -778769.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -778790.812500 Penalty: 2834.202881
	Iteration 43Q: 3 clusters Score -778790.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -778822.500000 Penalty: 2834.202881
	Iteration 44Q: 3 clusters Score -778822.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -778869.875000 Penalty: 2834.202881
	Iteration 45Q: 3 clusters Score -778869.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -778944.125000 Penalty: 2834.202881
	Iteration 46Q: 3 clusters Score -778944.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -779027.812500 Penalty: 2834.202881
	Iteration 47Q: 3 clusters Score -779027.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -779142.125000 Penalty: 2834.202881
	Iteration 48Q: 3 clusters Score -779142.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -779298.750000 Penalty: 2834.202881
	Iteration 49Q: 3 clusters Score -779298.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -779510.125000 Penalty: 2834.202881
	Iteration 50Q: 3 clusters Score -779510.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -779682.312500 Penalty: 2834.202881
	Iteration 51Q: 3 clusters Score -779682.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -779783.062500 Penalty: 2834.202881
	Iteration 52Q: 3 clusters Score -779783.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -779813.687500 Penalty: 2834.202881
	Iteration 53Q: 3 clusters Score -779813.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -779824.437500 Penalty: 2834.202881
	Iteration 54Q: 3 clusters Score -779824.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -779833.562500 Penalty: 2834.202881
	Iteration 55Q: 3 clusters Score -779833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -779835.687500 Penalty: 2834.202881
	Iteration 56Q: 3 clusters Score -779835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -779837.812500 Penalty: 2834.202881
	Iteration 57Q: 3 clusters Score -779837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -779838.937500 Penalty: 2834.202881
	Iteration 58Q: 3 clusters Score -779838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -779839.500000 Penalty: 2834.202881
	Iteration 59Q: 3 clusters Score -779839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -779848.500000 Penalty: 2834.202881
	Iteration 60F: 3 clusters Score -779848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -779849.937500 Penalty: 2834.202881
	Iteration 61Q: 3 clusters Score -779849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -779851.875000 Penalty: 2834.202881
	Iteration 62Q: 3 clusters Score -779851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -779852.562500 Penalty: 2834.202881
	Iteration 63Q: 3 clusters Score -779852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -779853.000000 Penalty: 2834.202881
	Iteration 64Q: 3 clusters Score -779853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -779855.375000 Penalty: 2834.202881
	Iteration 65Q: 3 clusters Score -779855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -779855.437500 Penalty: 2834.202881
	Iteration 66Q: 3 clusters Score -779855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -779857.500000 Penalty: 2834.202881
	Iteration 67Q: 3 clusters Score -779857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -779857.437500 Penalty: 2834.202881
	Iteration 68Q: 3 clusters Score -779857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -779857.437500 Penalty: 2834.202881
	Iteration 69F: 3 clusters Score -779857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 101406 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 96561 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 101784 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 2613 members 
Entering Unmasked Estep 
Score: -127704584.000000 Penalty: 65108.277344
Splitting cluster 2 changes total score from -127705776.000000 to -127704584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (22935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Entering Unmasked Estep 
Score: -2896964.250000 Penalty: 1631.568237
	Iteration 0F: 2 clusters Score -2896964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2881348.750000 Penalty: 3263.136475
	Iteration 0F: 3 clusters Score -2881349 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2887178.750000 Penalty: 3263.136475
	Iteration 1F: 3 clusters Score -2887179 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2887718.500000 Penalty: 3263.136475
	Iteration 2F: 3 clusters Score -2887718 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2888284.500000 Penalty: 3263.136475
	Iteration 3F: 3 clusters Score -2888284 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2888931.000000 Penalty: 3263.136475
	Iteration 4F: 3 clusters Score -2888931 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2889615.250000 Penalty: 3263.136475
	Iteration 5F: 3 clusters Score -2889615 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2890260.000000 Penalty: 3263.136475
	Iteration 6F: 3 clusters Score -2890260 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2890875.750000 Penalty: 3263.136475
	Iteration 7F: 3 clusters Score -2890876 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2891489.250000 Penalty: 3263.136475
	Iteration 8Q: 3 clusters Score -2891489 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2892126.750000 Penalty: 3263.136475
	Iteration 9Q: 3 clusters Score -2892127 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2892719.750000 Penalty: 3263.136475
	Iteration 10Q: 3 clusters Score -2892720 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2893212.750000 Penalty: 3263.136475
	Iteration 11Q: 3 clusters Score -2893213 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2893608.250000 Penalty: 3263.136475
	Iteration 12Q: 3 clusters Score -2893608 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2893943.500000 Penalty: 3263.136475
	Iteration 13Q: 3 clusters Score -2893944 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2894150.750000 Penalty: 3263.136475
	Iteration 14Q: 3 clusters Score -2894151 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2894355.250000 Penalty: 3263.136475
	Iteration 15Q: 3 clusters Score -2894355 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2894555.500000 Penalty: 3263.136475
	Iteration 16Q: 3 clusters Score -2894556 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2894734.500000 Penalty: 3263.136475
	Iteration 17Q: 3 clusters Score -2894734 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2894907.750000 Penalty: 3263.136475
	Iteration 18Q: 3 clusters Score -2894908 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2895069.750000 Penalty: 3263.136475
	Iteration 19Q: 3 clusters Score -2895070 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2895220.250000 Penalty: 3263.136475
	Iteration 20F: 3 clusters Score -2895220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2895335.250000 Penalty: 3263.136475
	Iteration 21Q: 3 clusters Score -2895335 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2895417.750000 Penalty: 3263.136475
	Iteration 22Q: 3 clusters Score -2895418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2895481.750000 Penalty: 3263.136475
	Iteration 23Q: 3 clusters Score -2895482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2895522.250000 Penalty: 3263.136475
	Iteration 24Q: 3 clusters Score -2895522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2895559.750000 Penalty: 3263.136475
	Iteration 25Q: 3 clusters Score -2895560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2895593.000000 Penalty: 3263.136475
	Iteration 26Q: 3 clusters Score -2895593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2895630.000000 Penalty: 3263.136475
	Iteration 27Q: 3 clusters Score -2895630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2895649.750000 Penalty: 3263.136475
	Iteration 28Q: 3 clusters Score -2895650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2895680.250000 Penalty: 3263.136475
	Iteration 29Q: 3 clusters Score -2895680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2895692.500000 Penalty: 3263.136475
	Iteration 30Q: 3 clusters Score -2895692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2895723.000000 Penalty: 3263.136475
	Iteration 31Q: 3 clusters Score -2895723 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2895747.750000 Penalty: 3263.136475
	Iteration 32Q: 3 clusters Score -2895748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2895770.250000 Penalty: 3263.136475
	Iteration 33Q: 3 clusters Score -2895770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2895781.250000 Penalty: 3263.136475
	Iteration 34Q: 3 clusters Score -2895781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2895805.500000 Penalty: 3263.136475
	Iteration 35Q: 3 clusters Score -2895806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2895846.500000 Penalty: 3263.136475
	Iteration 36Q: 3 clusters Score -2895846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2895892.750000 Penalty: 3263.136475
	Iteration 37Q: 3 clusters Score -2895893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2895914.750000 Penalty: 3263.136475
	Iteration 38Q: 3 clusters Score -2895915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2895948.250000 Penalty: 3263.136475
	Iteration 39Q: 3 clusters Score -2895948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2895971.500000 Penalty: 3263.136475
	Iteration 40F: 3 clusters Score -2895972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2895988.750000 Penalty: 3263.136475
	Iteration 41Q: 3 clusters Score -2895989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2896003.500000 Penalty: 3263.136475
	Iteration 42Q: 3 clusters Score -2896004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2896011.500000 Penalty: 3263.136475
	Iteration 43Q: 3 clusters Score -2896012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2896019.250000 Penalty: 3263.136475
	Iteration 44Q: 3 clusters Score -2896019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2896027.000000 Penalty: 3263.136475
	Iteration 45Q: 3 clusters Score -2896027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2896038.000000 Penalty: 3263.136475
	Iteration 46Q: 3 clusters Score -2896038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2896043.000000 Penalty: 3263.136475
	Iteration 47Q: 3 clusters Score -2896043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2896047.250000 Penalty: 3263.136475
	Iteration 48Q: 3 clusters Score -2896047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2896051.000000 Penalty: 3263.136475
	Iteration 49Q: 3 clusters Score -2896051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2896054.000000 Penalty: 3263.136475
	Iteration 50Q: 3 clusters Score -2896054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2896058.000000 Penalty: 3263.136475
	Iteration 51Q: 3 clusters Score -2896058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2896062.000000 Penalty: 3263.136475
	Iteration 52Q: 3 clusters Score -2896062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2896061.500000 Penalty: 3263.136475
	Iteration 53Q: 3 clusters Score -2896062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2896065.000000 Penalty: 3263.136475
	Iteration 54Q: 3 clusters Score -2896065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2896063.500000 Penalty: 3263.136475
	Iteration 55Q: 3 clusters Score -2896064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2896062.750000 Penalty: 3263.136475
	Iteration 56Q: 3 clusters Score -2896063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2896067.500000 Penalty: 3263.136475
	Iteration 57Q: 3 clusters Score -2896068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2896065.500000 Penalty: 3263.136475
	Iteration 58Q: 3 clusters Score -2896066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2896068.750000 Penalty: 3263.136475
	Iteration 59Q: 3 clusters Score -2896069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2896071.250000 Penalty: 3263.136475
	Iteration 60F: 3 clusters Score -2896071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2896071.500000 Penalty: 3263.136475
	Iteration 61Q: 3 clusters Score -2896072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2896071.750000 Penalty: 3263.136475
	Iteration 62Q: 3 clusters Score -2896072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2896072.750000 Penalty: 3263.136475
	Iteration 63Q: 3 clusters Score -2896073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2896078.250000 Penalty: 3263.136475
	Iteration 64Q: 3 clusters Score -2896078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2896077.000000 Penalty: 3263.136475
	Iteration 65Q: 3 clusters Score -2896077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2896085.250000 Penalty: 3263.136475
	Iteration 66Q: 3 clusters Score -2896085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2896089.500000 Penalty: 3263.136475
	Iteration 67Q: 3 clusters Score -2896090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2896091.000000 Penalty: 3263.136475
	Iteration 68Q: 3 clusters Score -2896091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2896090.250000 Penalty: 3263.136475
	Iteration 69Q: 3 clusters Score -2896090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2896089.750000 Penalty: 3263.136475
	Iteration 70Q: 3 clusters Score -2896090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2896092.500000 Penalty: 3263.136475
	Iteration 71Q: 3 clusters Score -2896092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2896090.500000 Penalty: 3263.136475
	Iteration 72Q: 3 clusters Score -2896090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2896089.750000 Penalty: 3263.136475
	Iteration 73Q: 3 clusters Score -2896090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2896092.250000 Penalty: 3263.136475
	Iteration 74Q: 3 clusters Score -2896092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2896091.250000 Penalty: 3263.136475
	Iteration 75Q: 3 clusters Score -2896091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2896091.250000 Penalty: 3263.136475
	Iteration 76F: 3 clusters Score -2896091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Entering Unmasked Estep 
Score: -8010493.000000 Penalty: 1790.292603
	Iteration 0F: 2 clusters Score -8010493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -7969989.500000 Penalty: 3580.585205
	Iteration 0F: 3 clusters Score -7969990 nChanged 28834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -7986786.000000 Penalty: 3580.585205
	Iteration 1F: 3 clusters Score -7986786 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -7987871.000000 Penalty: 3580.585205
	Iteration 2Q: 3 clusters Score -7987871 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -7989220.500000 Penalty: 3580.585205
	Iteration 3F: 3 clusters Score -7989220 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7991262.000000 Penalty: 3580.585205
	Iteration 4F: 3 clusters Score -7991262 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -7994378.500000 Penalty: 3580.585205
	Iteration 5F: 3 clusters Score -7994378 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -7998493.000000 Penalty: 3580.585205
	Iteration 6F: 3 clusters Score -7998493 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -8002966.500000 Penalty: 3580.585205
	Iteration 7F: 3 clusters Score -8002966 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8006641.500000 Penalty: 3580.585205
	Iteration 8F: 3 clusters Score -8006642 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8008674.500000 Penalty: 3580.585205
	Iteration 9Q: 3 clusters Score -8008674 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8009416.000000 Penalty: 3580.585205
	Iteration 10Q: 3 clusters Score -8009416 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8009665.000000 Penalty: 3580.585205
	Iteration 11Q: 3 clusters Score -8009665 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8009768.500000 Penalty: 3580.585205
	Iteration 12Q: 3 clusters Score -8009768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8009814.000000 Penalty: 3580.585205
	Iteration 13Q: 3 clusters Score -8009814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8009841.500000 Penalty: 3580.585205
	Iteration 14Q: 3 clusters Score -8009842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8009864.000000 Penalty: 3580.585205
	Iteration 15Q: 3 clusters Score -8009864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8009872.500000 Penalty: 3580.585205
	Iteration 16Q: 3 clusters Score -8009872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8009880.500000 Penalty: 3580.585205
	Iteration 17Q: 3 clusters Score -8009880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8009886.000000 Penalty: 3580.585205
	Iteration 18Q: 3 clusters Score -8009886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8009877.000000 Penalty: 3580.585205
	Iteration 19Q: 3 clusters Score -8009877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8009881.000000 Penalty: 3580.585205
	Iteration 20F: 3 clusters Score -8009881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8009879.000000 Penalty: 3580.585205
	Iteration 21Q: 3 clusters Score -8009879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8009879.500000 Penalty: 3580.585205
	Iteration 22Q: 3 clusters Score -8009880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8009877.500000 Penalty: 3580.585205
	Iteration 23Q: 3 clusters Score -8009878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8009889.000000 Penalty: 3580.585205
	Iteration 24Q: 3 clusters Score -8009889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8009885.500000 Penalty: 3580.585205
	Iteration 25Q: 3 clusters Score -8009886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8009885.000000 Penalty: 3580.585205
	Iteration 26Q: 3 clusters Score -8009885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8009885.500000 Penalty: 3580.585205
	Iteration 27Q: 3 clusters Score -8009886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8009885.500000 Penalty: 3580.585205
	Iteration 28F: 3 clusters Score -8009886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Entering Unmasked Estep 
Score: -13423952.000000 Penalty: 1873.119263
	Iteration 0F: 2 clusters Score -1.342395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -13369077.000000 Penalty: 3746.238525
	Iteration 0F: 3 clusters Score -1.336908e+07 nChanged 48592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -13397681.000000 Penalty: 3746.238525
	Iteration 1F: 3 clusters Score -1.339768e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -13398415.000000 Penalty: 3746.238525
	Iteration 2Q: 3 clusters Score -1.339842e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -13399721.000000 Penalty: 3746.238525
	Iteration 3Q: 3 clusters Score -1.339972e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -13401700.000000 Penalty: 3746.238525
	Iteration 4Q: 3 clusters Score -1.34017e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -13404587.000000 Penalty: 3746.238525
	Iteration 5F: 3 clusters Score -1.340459e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -13408630.000000 Penalty: 3746.238525
	Iteration 6F: 3 clusters Score -1.340863e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -13413045.000000 Penalty: 3746.238525
	Iteration 7F: 3 clusters Score -1.341304e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -13416178.000000 Penalty: 3746.238525
	Iteration 8F: 3 clusters Score -1.341618e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -13417204.000000 Penalty: 3746.238525
	Iteration 9Q: 3 clusters Score -1.34172e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -13417695.000000 Penalty: 3746.238525
	Iteration 10Q: 3 clusters Score -1.34177e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -13417957.000000 Penalty: 3746.238525
	Iteration 11Q: 3 clusters Score -1.341796e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -13418296.000000 Penalty: 3746.238525
	Iteration 12Q: 3 clusters Score -1.34183e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -13418535.000000 Penalty: 3746.238525
	Iteration 13Q: 3 clusters Score -1.341854e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -13418801.000000 Penalty: 3746.238525
	Iteration 14Q: 3 clusters Score -1.34188e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -13419046.000000 Penalty: 3746.238525
	Iteration 15Q: 3 clusters Score -1.341905e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -13419334.000000 Penalty: 3746.238525
	Iteration 16Q: 3 clusters Score -1.341933e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -13419581.000000 Penalty: 3746.238525
	Iteration 17Q: 3 clusters Score -1.341958e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -13419848.000000 Penalty: 3746.238525
	Iteration 18Q: 3 clusters Score -1.341985e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -13420227.000000 Penalty: 3746.238525
	Iteration 19Q: 3 clusters Score -1.342023e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -13420637.000000 Penalty: 3746.238525
	Iteration 20F: 3 clusters Score -1.342064e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -13420985.000000 Penalty: 3746.238525
	Iteration 21Q: 3 clusters Score -1.342098e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -13421370.000000 Penalty: 3746.238525
	Iteration 22Q: 3 clusters Score -1.342137e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -13421707.000000 Penalty: 3746.238525
	Iteration 23Q: 3 clusters Score -1.342171e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -13422180.000000 Penalty: 3746.238525
	Iteration 24Q: 3 clusters Score -1.342218e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -13422555.000000 Penalty: 3746.238525
	Iteration 25Q: 3 clusters Score -1.342256e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -13423094.000000 Penalty: 3746.238525
	Iteration 26Q: 3 clusters Score -1.342309e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -13423680.000000 Penalty: 3746.238525
	Iteration 27Q: 3 clusters Score -1.342368e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -13424302.000000 Penalty: 3746.238525
	Iteration 28Q: 3 clusters Score -1.34243e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -13424764.000000 Penalty: 3746.238525
	Iteration 29Q: 3 clusters Score -1.342476e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -13425451.000000 Penalty: 3746.238525
	Iteration 30Q: 3 clusters Score -1.342545e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -13426075.000000 Penalty: 3746.238525
	Iteration 31Q: 3 clusters Score -1.342608e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -13426564.000000 Penalty: 3746.238525
	Iteration 32Q: 3 clusters Score -1.342656e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -13427061.000000 Penalty: 3746.238525
	Iteration 33Q: 3 clusters Score -1.342706e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -13427435.000000 Penalty: 3746.238525
	Iteration 34Q: 3 clusters Score -1.342744e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -13427759.000000 Penalty: 3746.238525
	Iteration 35Q: 3 clusters Score -1.342776e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -13428010.000000 Penalty: 3746.238525
	Iteration 36Q: 3 clusters Score -1.342801e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -13428166.000000 Penalty: 3746.238525
	Iteration 37Q: 3 clusters Score -1.342817e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -13428274.000000 Penalty: 3746.238525
	Iteration 38Q: 3 clusters Score -1.342827e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -13428364.000000 Penalty: 3746.238525
	Iteration 39Q: 3 clusters Score -1.342836e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -13428625.000000 Penalty: 3746.238525
	Iteration 40F: 3 clusters Score -1.342862e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -13428755.000000 Penalty: 3746.238525
	Iteration 41Q: 3 clusters Score -1.342876e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -13428906.000000 Penalty: 3746.238525
	Iteration 42Q: 3 clusters Score -1.342891e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -13428955.000000 Penalty: 3746.238525
	Iteration 43Q: 3 clusters Score -1.342896e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -13428971.000000 Penalty: 3746.238525
	Iteration 44Q: 3 clusters Score -1.342897e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -13428986.000000 Penalty: 3746.238525
	Iteration 45Q: 3 clusters Score -1.342899e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -13429006.000000 Penalty: 3746.238525
	Iteration 46Q: 3 clusters Score -1.342901e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -13428992.000000 Penalty: 3746.238525
	Iteration 47Q: 3 clusters Score -1.342899e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -13428992.000000 Penalty: 3746.238525
	Iteration 48Q: 3 clusters Score -1.342899e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -13428955.000000 Penalty: 3746.238525
	Iteration 49Q: 3 clusters Score -1.342896e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -13428948.000000 Penalty: 3746.238525
	Iteration 50Q: 3 clusters Score -1.342895e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -13428975.000000 Penalty: 3746.238525
	Iteration 51Q: 3 clusters Score -1.342898e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -13428980.000000 Penalty: 3746.238525
	Iteration 52Q: 3 clusters Score -1.342898e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -13429018.000000 Penalty: 3746.238525
	Iteration 53Q: 3 clusters Score -1.342902e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -13429007.000000 Penalty: 3746.238525
	Iteration 54Q: 3 clusters Score -1.342901e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -13429017.000000 Penalty: 3746.238525
	Iteration 55Q: 3 clusters Score -1.342902e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -13429033.000000 Penalty: 3746.238525
	Iteration 56Q: 3 clusters Score -1.342903e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -13429046.000000 Penalty: 3746.238525
	Iteration 57Q: 3 clusters Score -1.342905e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -13429028.000000 Penalty: 3746.238525
	Iteration 58Q: 3 clusters Score -1.342903e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -13429030.000000 Penalty: 3746.238525
	Iteration 59Q: 3 clusters Score -1.342903e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -13429023.000000 Penalty: 3746.238525
	Iteration 60F: 3 clusters Score -1.342902e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -13428998.000000 Penalty: 3746.238525
	Iteration 61Q: 3 clusters Score -1.3429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -13429002.000000 Penalty: 3746.238525
	Iteration 62Q: 3 clusters Score -1.3429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -13429000.000000 Penalty: 3746.238525
	Iteration 63Q: 3 clusters Score -1.3429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -13429016.000000 Penalty: 3746.238525
	Iteration 64Q: 3 clusters Score -1.342902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -13429004.000000 Penalty: 3746.238525
	Iteration 65Q: 3 clusters Score -1.3429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -13429012.000000 Penalty: 3746.238525
	Iteration 66Q: 3 clusters Score -1.342901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -13429023.000000 Penalty: 3746.238525
	Iteration 67Q: 3 clusters Score -1.342902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -13429021.000000 Penalty: 3746.238525
	Iteration 68Q: 3 clusters Score -1.342902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -13429028.000000 Penalty: 3746.238525
	Iteration 69Q: 3 clusters Score -1.342903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -13429020.000000 Penalty: 3746.238525
	Iteration 70Q: 3 clusters Score -1.342902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -13429036.000000 Penalty: 3746.238525
	Iteration 71Q: 3 clusters Score -1.342904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -13429040.000000 Penalty: 3746.238525
	Iteration 72Q: 3 clusters Score -1.342904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -13429037.000000 Penalty: 3746.238525
	Iteration 73Q: 3 clusters Score -1.342904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -13429028.000000 Penalty: 3746.238525
	Iteration 74Q: 3 clusters Score -1.342903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -13429027.000000 Penalty: 3746.238525
	Iteration 75Q: 3 clusters Score -1.342903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -13429034.000000 Penalty: 3746.238525
	Iteration 76Q: 3 clusters Score -1.342903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -13429027.000000 Penalty: 3746.238525
	Iteration 77Q: 3 clusters Score -1.342903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13429027.000000 Penalty: 3746.238525
	Iteration 78Q: 3 clusters Score -1.342903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -13429018.000000 Penalty: 3746.238525
	Iteration 79Q: 3 clusters Score -1.342902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -13429025.000000 Penalty: 3746.238525
	Iteration 80F: 3 clusters Score -1.342902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -13429018.000000 Penalty: 3746.238525
	Iteration 81Q: 3 clusters Score -1.342902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -13429021.000000 Penalty: 3746.238525
	Iteration 82Q: 3 clusters Score -1.342902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -13429020.000000 Penalty: 3746.238525
	Iteration 83Q: 3 clusters Score -1.342902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13429020.000000 Penalty: 3746.238525
	Iteration 84Q: 3 clusters Score -1.342902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -13429017.000000 Penalty: 3746.238525
	Iteration 85Q: 3 clusters Score -1.342902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -13429022.000000 Penalty: 3746.238525
	Iteration 86Q: 3 clusters Score -1.342902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -13429019.000000 Penalty: 3746.238525
	Iteration 87Q: 3 clusters Score -1.342902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13429018.000000 Penalty: 3746.238525
	Iteration 88Q: 3 clusters Score -1.342902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -13429029.000000 Penalty: 3746.238525
	Iteration 89Q: 3 clusters Score -1.342903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13429024.000000 Penalty: 3746.238525
	Iteration 90Q: 3 clusters Score -1.342902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -13429027.000000 Penalty: 3746.238525
	Iteration 91Q: 3 clusters Score -1.342903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -13429024.000000 Penalty: 3746.238525
	Iteration 92Q: 3 clusters Score -1.342902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -13429028.000000 Penalty: 3746.238525
	Iteration 93Q: 3 clusters Score -1.342903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -13429029.000000 Penalty: 3746.238525
	Iteration 94Q: 3 clusters Score -1.342903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13429030.000000 Penalty: 3746.238525
	Iteration 95Q: 3 clusters Score -1.342903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -13429035.000000 Penalty: 3746.238525
	Iteration 96Q: 3 clusters Score -1.342904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -13429031.000000 Penalty: 3746.238525
	Iteration 97Q: 3 clusters Score -1.342903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -13429028.000000 Penalty: 3746.238525
	Iteration 98Q: 3 clusters Score -1.342903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -13429032.000000 Penalty: 3746.238525
	Iteration 99Q: 3 clusters Score -1.342903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -13429045.000000 Penalty: 3746.238525
	Iteration 100F: 3 clusters Score -1.342904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -13429029.000000 Penalty: 3746.238525
	Iteration 101Q: 3 clusters Score -1.342903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -13429029.000000 Penalty: 3746.238525
	Iteration 102Q: 3 clusters Score -1.342903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -13429023.000000 Penalty: 3746.238525
	Iteration 103Q: 3 clusters Score -1.342902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -13429024.000000 Penalty: 3746.238525
	Iteration 104Q: 3 clusters Score -1.342902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -13429028.000000 Penalty: 3746.238525
	Iteration 105Q: 3 clusters Score -1.342903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -13429044.000000 Penalty: 3746.238525
	Iteration 106Q: 3 clusters Score -1.342904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -13429041.000000 Penalty: 3746.238525
	Iteration 107Q: 3 clusters Score -1.342904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -13429042.000000 Penalty: 3746.238525
	Iteration 108Q: 3 clusters Score -1.342904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -13429052.000000 Penalty: 3746.238525
	Iteration 109Q: 3 clusters Score -1.342905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -13429050.000000 Penalty: 3746.238525
	Iteration 110Q: 3 clusters Score -1.342905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -13429046.000000 Penalty: 3746.238525
	Iteration 111Q: 3 clusters Score -1.342905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -13429049.000000 Penalty: 3746.238525
	Iteration 112Q: 3 clusters Score -1.342905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -13429047.000000 Penalty: 3746.238525
	Iteration 113Q: 3 clusters Score -1.342905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -13429047.000000 Penalty: 3746.238525
	Iteration 114F: 3 clusters Score -1.342905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 96561 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 101784 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Entering Unmasked Estep 
Score: -127710992.000000 Penalty: 65108.277344
Splitting cluster 5 changes total score from -127705776.000000 to -127710992.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -62201.437500 Penalty: 1037.594116
	Iteration 0F: 2 clusters Score -62201.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61063.367188 Penalty: 2075.188232
	Iteration 0F: 3 clusters Score -61063.37 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61339.972656 Penalty: 2075.188232
	Iteration 1F: 3 clusters Score -61339.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61407.046875 Penalty: 2075.188232
	Iteration 2F: 3 clusters Score -61407.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61468.472656 Penalty: 2075.188232
	Iteration 3F: 3 clusters Score -61468.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61498.851562 Penalty: 2075.188232
	Iteration 4Q: 3 clusters Score -61498.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -61522.269531 Penalty: 2075.188232
	Iteration 5Q: 3 clusters Score -61522.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61546.238281 Penalty: 2075.188232
	Iteration 6Q: 3 clusters Score -61546.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61581.843750 Penalty: 2075.188232
	Iteration 7Q: 3 clusters Score -61581.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61625.335938 Penalty: 2075.188232
	Iteration 8Q: 3 clusters Score -61625.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61660.835938 Penalty: 2075.188232
	Iteration 9Q: 3 clusters Score -61660.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61682.613281 Penalty: 2075.188232
	Iteration 10Q: 3 clusters Score -61682.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61701.183594 Penalty: 2075.188232
	Iteration 11Q: 3 clusters Score -61701.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61715.718750 Penalty: 2075.188232
	Iteration 12Q: 3 clusters Score -61715.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61758.464844 Penalty: 2075.188232
	Iteration 13Q: 3 clusters Score -61758.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61794.679688 Penalty: 2075.188232
	Iteration 14Q: 3 clusters Score -61794.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61816.003906 Penalty: 2075.188232
	Iteration 15Q: 3 clusters Score -61816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61872.390625 Penalty: 2075.188232
	Iteration 16Q: 3 clusters Score -61872.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61904.554688 Penalty: 2075.188232
	Iteration 17Q: 3 clusters Score -61904.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61913.261719 Penalty: 2075.188232
	Iteration 18Q: 3 clusters Score -61913.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61915.613281 Penalty: 2075.188232
	Iteration 19Q: 3 clusters Score -61915.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61915.613281 Penalty: 2075.188232
	Iteration 20F: 3 clusters Score -61915.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Entering Unmasked Estep 
Score: -3677710.000000 Penalty: 1659.849487
	Iteration 0F: 2 clusters Score -3677710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3659124.000000 Penalty: 3319.698975
	Iteration 0F: 3 clusters Score -3659124 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3666127.250000 Penalty: 3319.698975
	Iteration 1F: 3 clusters Score -3666127 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3666492.000000 Penalty: 3319.698975
	Iteration 2Q: 3 clusters Score -3666492 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3666845.750000 Penalty: 3319.698975
	Iteration 3Q: 3 clusters Score -3666846 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3667251.750000 Penalty: 3319.698975
	Iteration 4Q: 3 clusters Score -3667252 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3667719.750000 Penalty: 3319.698975
	Iteration 5Q: 3 clusters Score -3667720 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3668442.750000 Penalty: 3319.698975
	Iteration 6F: 3 clusters Score -3668443 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3669617.500000 Penalty: 3319.698975
	Iteration 7F: 3 clusters Score -3669618 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3671313.750000 Penalty: 3319.698975
	Iteration 8F: 3 clusters Score -3671314 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3673249.000000 Penalty: 3319.698975
	Iteration 9F: 3 clusters Score -3673249 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3674743.250000 Penalty: 3319.698975
	Iteration 10F: 3 clusters Score -3674743 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3675566.500000 Penalty: 3319.698975
	Iteration 11Q: 3 clusters Score -3675566 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3675932.250000 Penalty: 3319.698975
	Iteration 12Q: 3 clusters Score -3675932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3676090.750000 Penalty: 3319.698975
	Iteration 13Q: 3 clusters Score -3676091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3676137.250000 Penalty: 3319.698975
	Iteration 14Q: 3 clusters Score -3676137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3676168.750000 Penalty: 3319.698975
	Iteration 15Q: 3 clusters Score -3676169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3676187.000000 Penalty: 3319.698975
	Iteration 16Q: 3 clusters Score -3676187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3676197.500000 Penalty: 3319.698975
	Iteration 17Q: 3 clusters Score -3676198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3676213.250000 Penalty: 3319.698975
	Iteration 18Q: 3 clusters Score -3676213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3676230.750000 Penalty: 3319.698975
	Iteration 19Q: 3 clusters Score -3676231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3676247.250000 Penalty: 3319.698975
	Iteration 20F: 3 clusters Score -3676247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3676256.500000 Penalty: 3319.698975
	Iteration 21Q: 3 clusters Score -3676256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3676261.000000 Penalty: 3319.698975
	Iteration 22Q: 3 clusters Score -3676261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3676261.000000 Penalty: 3319.698975
	Iteration 23F: 3 clusters Score -3676261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -1022362.062500 Penalty: 1463.078857
	Iteration 0F: 2 clusters Score -1022362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1016428.062500 Penalty: 2926.157715
	Iteration 0F: 3 clusters Score -1016428 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1018835.062500 Penalty: 2926.157715
	Iteration 1F: 3 clusters Score -1018835 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1019986.000000 Penalty: 2926.157715
	Iteration 2F: 3 clusters Score -1019986 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1021257.750000 Penalty: 2926.157715
	Iteration 3F: 3 clusters Score -1021258 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1022350.687500 Penalty: 2926.157715
	Iteration 4F: 3 clusters Score -1022351 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1023340.062500 Penalty: 2926.157715
	Iteration 5F: 3 clusters Score -1023340 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1024190.312500 Penalty: 2926.157715
	Iteration 6F: 3 clusters Score -1024190 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1024591.687500 Penalty: 2926.157715
	Iteration 7Q: 3 clusters Score -1024592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1024795.250000 Penalty: 2926.157715
	Iteration 8Q: 3 clusters Score -1024795 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1024899.250000 Penalty: 2926.157715
	Iteration 9Q: 3 clusters Score -1024899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1024962.437500 Penalty: 2926.157715
	Iteration 10Q: 3 clusters Score -1024962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1025003.125000 Penalty: 2926.157715
	Iteration 11Q: 3 clusters Score -1025003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1025061.062500 Penalty: 2926.157715
	Iteration 12Q: 3 clusters Score -1025061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1025149.500000 Penalty: 2926.157715
	Iteration 13Q: 3 clusters Score -1025150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1025387.437500 Penalty: 2926.157715
	Iteration 14Q: 3 clusters Score -1025387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1025970.187500 Penalty: 2926.157715
	Iteration 15Q: 3 clusters Score -1025970 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1026528.562500 Penalty: 2926.157715
	Iteration 16Q: 3 clusters Score -1026529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1026623.937500 Penalty: 2926.157715
	Iteration 17Q: 3 clusters Score -1026624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1026648.375000 Penalty: 2926.157715
	Iteration 18Q: 3 clusters Score -1026648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1026658.562500 Penalty: 2926.157715
	Iteration 19Q: 3 clusters Score -1026659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1026665.375000 Penalty: 2926.157715
	Iteration 20F: 3 clusters Score -1026665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1026669.062500 Penalty: 2926.157715
	Iteration 21Q: 3 clusters Score -1026669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1026671.062500 Penalty: 2926.157715
	Iteration 22Q: 3 clusters Score -1026671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1026671.937500 Penalty: 2926.157715
	Iteration 23Q: 3 clusters Score -1026672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1026670.750000 Penalty: 2926.157715
	Iteration 24Q: 3 clusters Score -1026671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1026672.812500 Penalty: 2926.157715
	Iteration 25Q: 3 clusters Score -1026673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1026672.812500 Penalty: 2926.157715
	Iteration 26F: 3 clusters Score -1026673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 96561 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 101784 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Entering Unmasked Estep 
Score: -127714232.000000 Penalty: 67353.390625
Splitting cluster 8 changes total score from -127705776.000000 to -127714232.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (96561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Entering Unmasked Estep 
Score: -12826035.000000 Penalty: 1865.163696
	Iteration 0F: 2 clusters Score -1.282604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -12772445.000000 Penalty: 3730.327393
	Iteration 0F: 3 clusters Score -1.277244e+07 nChanged 46079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -12799670.000000 Penalty: 3730.327393
	Iteration 1F: 3 clusters Score -1.279967e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -12800790.000000 Penalty: 3730.327393
	Iteration 2Q: 3 clusters Score -1.280079e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -12802440.000000 Penalty: 3730.327393
	Iteration 3Q: 3 clusters Score -1.280244e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -12805441.000000 Penalty: 3730.327393
	Iteration 4F: 3 clusters Score -1.280544e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -12809073.000000 Penalty: 3730.327393
	Iteration 5F: 3 clusters Score -1.280907e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -12812929.000000 Penalty: 3730.327393
	Iteration 6F: 3 clusters Score -1.281293e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -12816626.000000 Penalty: 3730.327393
	Iteration 7F: 3 clusters Score -1.281663e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -12819140.000000 Penalty: 3730.327393
	Iteration 8Q: 3 clusters Score -1.281914e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -12820153.000000 Penalty: 3730.327393
	Iteration 9Q: 3 clusters Score -1.282015e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -12820486.000000 Penalty: 3730.327393
	Iteration 10Q: 3 clusters Score -1.282049e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -12820602.000000 Penalty: 3730.327393
	Iteration 11Q: 3 clusters Score -1.28206e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -12820646.000000 Penalty: 3730.327393
	Iteration 12Q: 3 clusters Score -1.282065e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -12820630.000000 Penalty: 3730.327393
	Iteration 13Q: 3 clusters Score -1.282063e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -12820727.000000 Penalty: 3730.327393
	Iteration 14Q: 3 clusters Score -1.282073e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -12820667.000000 Penalty: 3730.327393
	Iteration 15Q: 3 clusters Score -1.282067e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -12820733.000000 Penalty: 3730.327393
	Iteration 16Q: 3 clusters Score -1.282073e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -12820756.000000 Penalty: 3730.327393
	Iteration 17Q: 3 clusters Score -1.282076e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -12820767.000000 Penalty: 3730.327393
	Iteration 18Q: 3 clusters Score -1.282077e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -12820741.000000 Penalty: 3730.327393
	Iteration 19Q: 3 clusters Score -1.282074e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -12820721.000000 Penalty: 3730.327393
	Iteration 20F: 3 clusters Score -1.282072e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -12820765.000000 Penalty: 3730.327393
	Iteration 21Q: 3 clusters Score -1.282076e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -12820759.000000 Penalty: 3730.327393
	Iteration 22Q: 3 clusters Score -1.282076e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -12820775.000000 Penalty: 3730.327393
	Iteration 23Q: 3 clusters Score -1.282078e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -12820822.000000 Penalty: 3730.327393
	Iteration 24Q: 3 clusters Score -1.282082e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -12820848.000000 Penalty: 3730.327393
	Iteration 25Q: 3 clusters Score -1.282085e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -12820925.000000 Penalty: 3730.327393
	Iteration 26Q: 3 clusters Score -1.282092e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -12821038.000000 Penalty: 3730.327393
	Iteration 27Q: 3 clusters Score -1.282104e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -12821107.000000 Penalty: 3730.327393
	Iteration 28Q: 3 clusters Score -1.282111e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -12821197.000000 Penalty: 3730.327393
	Iteration 29Q: 3 clusters Score -1.28212e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -12821237.000000 Penalty: 3730.327393
	Iteration 30Q: 3 clusters Score -1.282124e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -12821267.000000 Penalty: 3730.327393
	Iteration 31Q: 3 clusters Score -1.282127e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -12821363.000000 Penalty: 3730.327393
	Iteration 32Q: 3 clusters Score -1.282136e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -12821343.000000 Penalty: 3730.327393
	Iteration 33Q: 3 clusters Score -1.282134e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -12821411.000000 Penalty: 3730.327393
	Iteration 34Q: 3 clusters Score -1.282141e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -12821451.000000 Penalty: 3730.327393
	Iteration 35Q: 3 clusters Score -1.282145e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -12821525.000000 Penalty: 3730.327393
	Iteration 36Q: 3 clusters Score -1.282152e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -12821639.000000 Penalty: 3730.327393
	Iteration 37Q: 3 clusters Score -1.282164e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -12821716.000000 Penalty: 3730.327393
	Iteration 38Q: 3 clusters Score -1.282172e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -12821821.000000 Penalty: 3730.327393
	Iteration 39Q: 3 clusters Score -1.282182e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -12821899.000000 Penalty: 3730.327393
	Iteration 40F: 3 clusters Score -1.28219e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -12821979.000000 Penalty: 3730.327393
	Iteration 41Q: 3 clusters Score -1.282198e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -12822033.000000 Penalty: 3730.327393
	Iteration 42Q: 3 clusters Score -1.282203e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -12822150.000000 Penalty: 3730.327393
	Iteration 43Q: 3 clusters Score -1.282215e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -12822315.000000 Penalty: 3730.327393
	Iteration 44Q: 3 clusters Score -1.282232e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -12822448.000000 Penalty: 3730.327393
	Iteration 45Q: 3 clusters Score -1.282245e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -12822598.000000 Penalty: 3730.327393
	Iteration 46Q: 3 clusters Score -1.28226e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -12822744.000000 Penalty: 3730.327393
	Iteration 47Q: 3 clusters Score -1.282274e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -12822943.000000 Penalty: 3730.327393
	Iteration 48Q: 3 clusters Score -1.282294e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -12823134.000000 Penalty: 3730.327393
	Iteration 49Q: 3 clusters Score -1.282313e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -12823389.000000 Penalty: 3730.327393
	Iteration 50Q: 3 clusters Score -1.282339e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -12823525.000000 Penalty: 3730.327393
	Iteration 51Q: 3 clusters Score -1.282352e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -12823698.000000 Penalty: 3730.327393
	Iteration 52Q: 3 clusters Score -1.28237e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -12823880.000000 Penalty: 3730.327393
	Iteration 53Q: 3 clusters Score -1.282388e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -12824049.000000 Penalty: 3730.327393
	Iteration 54Q: 3 clusters Score -1.282405e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -12824301.000000 Penalty: 3730.327393
	Iteration 55Q: 3 clusters Score -1.28243e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -12824501.000000 Penalty: 3730.327393
	Iteration 56Q: 3 clusters Score -1.28245e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -12824674.000000 Penalty: 3730.327393
	Iteration 57Q: 3 clusters Score -1.282467e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -12824917.000000 Penalty: 3730.327393
	Iteration 58Q: 3 clusters Score -1.282492e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -12825090.000000 Penalty: 3730.327393
	Iteration 59Q: 3 clusters Score -1.282509e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -12825203.000000 Penalty: 3730.327393
	Iteration 60F: 3 clusters Score -1.28252e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -12825343.000000 Penalty: 3730.327393
	Iteration 61Q: 3 clusters Score -1.282534e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -12825530.000000 Penalty: 3730.327393
	Iteration 62Q: 3 clusters Score -1.282553e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -12825630.000000 Penalty: 3730.327393
	Iteration 63Q: 3 clusters Score -1.282563e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -12825788.000000 Penalty: 3730.327393
	Iteration 64Q: 3 clusters Score -1.282579e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -12825990.000000 Penalty: 3730.327393
	Iteration 65Q: 3 clusters Score -1.282599e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -12826116.000000 Penalty: 3730.327393
	Iteration 66Q: 3 clusters Score -1.282612e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -12826228.000000 Penalty: 3730.327393
	Iteration 67Q: 3 clusters Score -1.282623e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -12826311.000000 Penalty: 3730.327393
	Iteration 68Q: 3 clusters Score -1.282631e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -12826464.000000 Penalty: 3730.327393
	Iteration 69Q: 3 clusters Score -1.282646e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -12826688.000000 Penalty: 3730.327393
	Iteration 70Q: 3 clusters Score -1.282669e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -12826879.000000 Penalty: 3730.327393
	Iteration 71Q: 3 clusters Score -1.282688e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -12827088.000000 Penalty: 3730.327393
	Iteration 72Q: 3 clusters Score -1.282709e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -12827243.000000 Penalty: 3730.327393
	Iteration 73Q: 3 clusters Score -1.282724e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -12827415.000000 Penalty: 3730.327393
	Iteration 74Q: 3 clusters Score -1.282742e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -12827551.000000 Penalty: 3730.327393
	Iteration 75Q: 3 clusters Score -1.282755e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -12827743.000000 Penalty: 3730.327393
	Iteration 76Q: 3 clusters Score -1.282774e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -12827845.000000 Penalty: 3730.327393
	Iteration 77Q: 3 clusters Score -1.282784e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -12827988.000000 Penalty: 3730.327393
	Iteration 78Q: 3 clusters Score -1.282799e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -12828090.000000 Penalty: 3730.327393
	Iteration 79Q: 3 clusters Score -1.282809e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -12828213.000000 Penalty: 3730.327393
	Iteration 80F: 3 clusters Score -1.282821e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -12828321.000000 Penalty: 3730.327393
	Iteration 81Q: 3 clusters Score -1.282832e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -12828445.000000 Penalty: 3730.327393
	Iteration 82Q: 3 clusters Score -1.282844e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -12828566.000000 Penalty: 3730.327393
	Iteration 83Q: 3 clusters Score -1.282857e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -12828743.000000 Penalty: 3730.327393
	Iteration 84Q: 3 clusters Score -1.282874e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -12828808.000000 Penalty: 3730.327393
	Iteration 85Q: 3 clusters Score -1.282881e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -12828926.000000 Penalty: 3730.327393
	Iteration 86Q: 3 clusters Score -1.282893e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -12828926.000000 Penalty: 3730.327393
	Iteration 87Q: 3 clusters Score -1.282893e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -12829015.000000 Penalty: 3730.327393
	Iteration 88Q: 3 clusters Score -1.282902e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -12829078.000000 Penalty: 3730.327393
	Iteration 89Q: 3 clusters Score -1.282908e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -12829192.000000 Penalty: 3730.327393
	Iteration 90Q: 3 clusters Score -1.282919e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -12829209.000000 Penalty: 3730.327393
	Iteration 91Q: 3 clusters Score -1.282921e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -12829297.000000 Penalty: 3730.327393
	Iteration 92Q: 3 clusters Score -1.28293e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -12829335.000000 Penalty: 3730.327393
	Iteration 93Q: 3 clusters Score -1.282934e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -12829377.000000 Penalty: 3730.327393
	Iteration 94Q: 3 clusters Score -1.282938e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -12829398.000000 Penalty: 3730.327393
	Iteration 95Q: 3 clusters Score -1.28294e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -12829385.000000 Penalty: 3730.327393
	Iteration 96Q: 3 clusters Score -1.282938e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -12829419.000000 Penalty: 3730.327393
	Iteration 97Q: 3 clusters Score -1.282942e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -12829451.000000 Penalty: 3730.327393
	Iteration 98Q: 3 clusters Score -1.282945e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -12829422.000000 Penalty: 3730.327393
	Iteration 99Q: 3 clusters Score -1.282942e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -12829404.000000 Penalty: 3730.327393
	Iteration 100F: 3 clusters Score -1.28294e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -12829413.000000 Penalty: 3730.327393
	Iteration 101Q: 3 clusters Score -1.282941e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -12829415.000000 Penalty: 3730.327393
	Iteration 102Q: 3 clusters Score -1.282942e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -12829444.000000 Penalty: 3730.327393
	Iteration 103Q: 3 clusters Score -1.282944e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -12829457.000000 Penalty: 3730.327393
	Iteration 104Q: 3 clusters Score -1.282946e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -12829471.000000 Penalty: 3730.327393
	Iteration 105Q: 3 clusters Score -1.282947e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -12829489.000000 Penalty: 3730.327393
	Iteration 106Q: 3 clusters Score -1.282949e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -12829511.000000 Penalty: 3730.327393
	Iteration 107Q: 3 clusters Score -1.282951e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -12829502.000000 Penalty: 3730.327393
	Iteration 108Q: 3 clusters Score -1.28295e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -12829516.000000 Penalty: 3730.327393
	Iteration 109Q: 3 clusters Score -1.282952e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -12829511.000000 Penalty: 3730.327393
	Iteration 110Q: 3 clusters Score -1.282951e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -12829508.000000 Penalty: 3730.327393
	Iteration 111Q: 3 clusters Score -1.282951e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -12829516.000000 Penalty: 3730.327393
	Iteration 112Q: 3 clusters Score -1.282952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -12829523.000000 Penalty: 3730.327393
	Iteration 113Q: 3 clusters Score -1.282952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -12829514.000000 Penalty: 3730.327393
	Iteration 114Q: 3 clusters Score -1.282951e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -12829504.000000 Penalty: 3730.327393
	Iteration 115Q: 3 clusters Score -1.28295e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -12829519.000000 Penalty: 3730.327393
	Iteration 116Q: 3 clusters Score -1.282952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -12829526.000000 Penalty: 3730.327393
	Iteration 117Q: 3 clusters Score -1.282953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -12829531.000000 Penalty: 3730.327393
	Iteration 118Q: 3 clusters Score -1.282953e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -12829537.000000 Penalty: 3730.327393
	Iteration 119Q: 3 clusters Score -1.282954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -12829560.000000 Penalty: 3730.327393
	Iteration 120F: 3 clusters Score -1.282956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -12829568.000000 Penalty: 3730.327393
	Iteration 121Q: 3 clusters Score -1.282957e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -12829564.000000 Penalty: 3730.327393
	Iteration 122Q: 3 clusters Score -1.282956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -12829558.000000 Penalty: 3730.327393
	Iteration 123Q: 3 clusters Score -1.282956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -12829563.000000 Penalty: 3730.327393
	Iteration 124Q: 3 clusters Score -1.282956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -12829570.000000 Penalty: 3730.327393
	Iteration 125Q: 3 clusters Score -1.282957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -12829573.000000 Penalty: 3730.327393
	Iteration 126Q: 3 clusters Score -1.282957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -12829566.000000 Penalty: 3730.327393
	Iteration 127Q: 3 clusters Score -1.282957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -12829574.000000 Penalty: 3730.327393
	Iteration 128Q: 3 clusters Score -1.282957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -12829582.000000 Penalty: 3730.327393
	Iteration 129Q: 3 clusters Score -1.282958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -12829589.000000 Penalty: 3730.327393
	Iteration 130Q: 3 clusters Score -1.282959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -12829584.000000 Penalty: 3730.327393
	Iteration 131Q: 3 clusters Score -1.282958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -12829590.000000 Penalty: 3730.327393
	Iteration 132Q: 3 clusters Score -1.282959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -12829589.000000 Penalty: 3730.327393
	Iteration 133Q: 3 clusters Score -1.282959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -12829588.000000 Penalty: 3730.327393
	Iteration 134Q: 3 clusters Score -1.282959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -12829591.000000 Penalty: 3730.327393
	Iteration 135Q: 3 clusters Score -1.282959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -12829590.000000 Penalty: 3730.327393
	Iteration 136Q: 3 clusters Score -1.282959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -12829587.000000 Penalty: 3730.327393
	Iteration 137Q: 3 clusters Score -1.282959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -12829585.000000 Penalty: 3730.327393
	Iteration 138Q: 3 clusters Score -1.282958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -12829580.000000 Penalty: 3730.327393
	Iteration 139Q: 3 clusters Score -1.282958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -12829573.000000 Penalty: 3730.327393
	Iteration 140F: 3 clusters Score -1.282957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -12829580.000000 Penalty: 3730.327393
	Iteration 141Q: 3 clusters Score -1.282958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -12829586.000000 Penalty: 3730.327393
	Iteration 142Q: 3 clusters Score -1.282959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -12829583.000000 Penalty: 3730.327393
	Iteration 143Q: 3 clusters Score -1.282958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -12829586.000000 Penalty: 3730.327393
	Iteration 144Q: 3 clusters Score -1.282959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -12829588.000000 Penalty: 3730.327393
	Iteration 145Q: 3 clusters Score -1.282959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -12829607.000000 Penalty: 3730.327393
	Iteration 146Q: 3 clusters Score -1.282961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -12829612.000000 Penalty: 3730.327393
	Iteration 147Q: 3 clusters Score -1.282961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -12829608.000000 Penalty: 3730.327393
	Iteration 148Q: 3 clusters Score -1.282961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -12829609.000000 Penalty: 3730.327393
	Iteration 149Q: 3 clusters Score -1.282961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -12829604.000000 Penalty: 3730.327393
	Iteration 150Q: 3 clusters Score -1.28296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -12829607.000000 Penalty: 3730.327393
	Iteration 151Q: 3 clusters Score -1.282961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -12829596.000000 Penalty: 3730.327393
	Iteration 152Q: 3 clusters Score -1.28296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -12829603.000000 Penalty: 3730.327393
	Iteration 153Q: 3 clusters Score -1.28296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -12829606.000000 Penalty: 3730.327393
	Iteration 154Q: 3 clusters Score -1.282961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -12829614.000000 Penalty: 3730.327393
	Iteration 155Q: 3 clusters Score -1.282961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -12829616.000000 Penalty: 3730.327393
	Iteration 156Q: 3 clusters Score -1.282962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -12829605.000000 Penalty: 3730.327393
	Iteration 157Q: 3 clusters Score -1.28296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -12829602.000000 Penalty: 3730.327393
	Iteration 158Q: 3 clusters Score -1.28296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -12829606.000000 Penalty: 3730.327393
	Iteration 159Q: 3 clusters Score -1.282961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -12829609.000000 Penalty: 3730.327393
	Iteration 160F: 3 clusters Score -1.282961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -12829598.000000 Penalty: 3730.327393
	Iteration 161Q: 3 clusters Score -1.28296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -12829596.000000 Penalty: 3730.327393
	Iteration 162Q: 3 clusters Score -1.28296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -12829594.000000 Penalty: 3730.327393
	Iteration 163Q: 3 clusters Score -1.282959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -12829590.000000 Penalty: 3730.327393
	Iteration 164Q: 3 clusters Score -1.282959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -12829586.000000 Penalty: 3730.327393
	Iteration 165Q: 3 clusters Score -1.282959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -12829587.000000 Penalty: 3730.327393
	Iteration 166Q: 3 clusters Score -1.282959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -12829585.000000 Penalty: 3730.327393
	Iteration 167Q: 3 clusters Score -1.282958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -12829585.000000 Penalty: 3730.327393
	Iteration 168F: 3 clusters Score -1.282958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 101784 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Entering Unmasked Estep 
Score: -127718120.000000 Penalty: 69598.500000
Splitting cluster 9 changes total score from -127705776.000000 to -127718120.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (71670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Entering Unmasked Estep 
Score: -9163793.000000 Penalty: 1816.722046
	Iteration 0F: 2 clusters Score -9163793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -9115944.000000 Penalty: 3633.444092
	Iteration 0F: 3 clusters Score -9115944 nChanged 34144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -9136173.000000 Penalty: 3633.444092
	Iteration 1F: 3 clusters Score -9136173 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -9137319.000000 Penalty: 3633.444092
	Iteration 2Q: 3 clusters Score -9137319 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -9138715.000000 Penalty: 3633.444092
	Iteration 3Q: 3 clusters Score -9138715 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -9140518.000000 Penalty: 3633.444092
	Iteration 4F: 3 clusters Score -9140518 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -9142397.000000 Penalty: 3633.444092
	Iteration 5F: 3 clusters Score -9142397 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -9144326.000000 Penalty: 3633.444092
	Iteration 6F: 3 clusters Score -9144326 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -9146128.000000 Penalty: 3633.444092
	Iteration 7F: 3 clusters Score -9146128 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -9147695.000000 Penalty: 3633.444092
	Iteration 8Q: 3 clusters Score -9147695 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -9149142.000000 Penalty: 3633.444092
	Iteration 9Q: 3 clusters Score -9149142 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -9150270.000000 Penalty: 3633.444092
	Iteration 10Q: 3 clusters Score -9150270 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -9151120.000000 Penalty: 3633.444092
	Iteration 11Q: 3 clusters Score -9151120 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -9151641.000000 Penalty: 3633.444092
	Iteration 12Q: 3 clusters Score -9151641 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -9151963.000000 Penalty: 3633.444092
	Iteration 13Q: 3 clusters Score -9151963 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -9152099.000000 Penalty: 3633.444092
	Iteration 14Q: 3 clusters Score -9152099 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -9152221.000000 Penalty: 3633.444092
	Iteration 15Q: 3 clusters Score -9152221 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -9152290.000000 Penalty: 3633.444092
	Iteration 16Q: 3 clusters Score -9152290 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -9152344.000000 Penalty: 3633.444092
	Iteration 17Q: 3 clusters Score -9152344 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -9152413.000000 Penalty: 3633.444092
	Iteration 18Q: 3 clusters Score -9152413 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -9152418.000000 Penalty: 3633.444092
	Iteration 19Q: 3 clusters Score -9152418 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -9152482.000000 Penalty: 3633.444092
	Iteration 20F: 3 clusters Score -9152482 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -9152534.000000 Penalty: 3633.444092
	Iteration 21Q: 3 clusters Score -9152534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -9152566.000000 Penalty: 3633.444092
	Iteration 22Q: 3 clusters Score -9152566 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -9152585.000000 Penalty: 3633.444092
	Iteration 23Q: 3 clusters Score -9152585 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -9152641.000000 Penalty: 3633.444092
	Iteration 24Q: 3 clusters Score -9152641 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -9152694.000000 Penalty: 3633.444092
	Iteration 25Q: 3 clusters Score -9152694 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -9152696.000000 Penalty: 3633.444092
	Iteration 26Q: 3 clusters Score -9152696 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -9152735.000000 Penalty: 3633.444092
	Iteration 27Q: 3 clusters Score -9152735 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -9152770.000000 Penalty: 3633.444092
	Iteration 28Q: 3 clusters Score -9152770 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -9152790.000000 Penalty: 3633.444092
	Iteration 29Q: 3 clusters Score -9152790 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -9152801.000000 Penalty: 3633.444092
	Iteration 30Q: 3 clusters Score -9152801 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -9152822.000000 Penalty: 3633.444092
	Iteration 31Q: 3 clusters Score -9152822 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -9152876.000000 Penalty: 3633.444092
	Iteration 32Q: 3 clusters Score -9152876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9152934.000000 Penalty: 3633.444092
	Iteration 33Q: 3 clusters Score -9152934 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -9152940.000000 Penalty: 3633.444092
	Iteration 34Q: 3 clusters Score -9152940 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -9152996.000000 Penalty: 3633.444092
	Iteration 35Q: 3 clusters Score -9152996 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -9152979.000000 Penalty: 3633.444092
	Iteration 36Q: 3 clusters Score -9152979 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9153005.000000 Penalty: 3633.444092
	Iteration 37Q: 3 clusters Score -9153005 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -9153043.000000 Penalty: 3633.444092
	Iteration 38Q: 3 clusters Score -9153043 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -9153070.000000 Penalty: 3633.444092
	Iteration 39Q: 3 clusters Score -9153070 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -9153068.000000 Penalty: 3633.444092
	Iteration 40F: 3 clusters Score -9153068 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -9153076.000000 Penalty: 3633.444092
	Iteration 41Q: 3 clusters Score -9153076 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -9153040.000000 Penalty: 3633.444092
	Iteration 42Q: 3 clusters Score -9153040 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -9153066.000000 Penalty: 3633.444092
	Iteration 43Q: 3 clusters Score -9153066 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -9153071.000000 Penalty: 3633.444092
	Iteration 44Q: 3 clusters Score -9153071 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -9153061.000000 Penalty: 3633.444092
	Iteration 45Q: 3 clusters Score -9153061 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -9153092.000000 Penalty: 3633.444092
	Iteration 46Q: 3 clusters Score -9153092 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9153132.000000 Penalty: 3633.444092
	Iteration 47Q: 3 clusters Score -9153132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -9153133.000000 Penalty: 3633.444092
	Iteration 48Q: 3 clusters Score -9153133 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -9153139.000000 Penalty: 3633.444092
	Iteration 49Q: 3 clusters Score -9153139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -9153165.000000 Penalty: 3633.444092
	Iteration 50Q: 3 clusters Score -9153165 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -9153209.000000 Penalty: 3633.444092
	Iteration 51Q: 3 clusters Score -9153209 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -9153247.000000 Penalty: 3633.444092
	Iteration 52Q: 3 clusters Score -9153247 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -9153293.000000 Penalty: 3633.444092
	Iteration 53Q: 3 clusters Score -9153293 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -9153348.000000 Penalty: 3633.444092
	Iteration 54Q: 3 clusters Score -9153348 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -9153392.000000 Penalty: 3633.444092
	Iteration 55Q: 3 clusters Score -9153392 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -9153443.000000 Penalty: 3633.444092
	Iteration 56Q: 3 clusters Score -9153443 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -9153500.000000 Penalty: 3633.444092
	Iteration 57Q: 3 clusters Score -9153500 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -9153553.000000 Penalty: 3633.444092
	Iteration 58Q: 3 clusters Score -9153553 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -9153608.000000 Penalty: 3633.444092
	Iteration 59Q: 3 clusters Score -9153608 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -9153647.000000 Penalty: 3633.444092
	Iteration 60F: 3 clusters Score -9153647 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -9153725.000000 Penalty: 3633.444092
	Iteration 61Q: 3 clusters Score -9153725 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -9153770.000000 Penalty: 3633.444092
	Iteration 62Q: 3 clusters Score -9153770 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -9153817.000000 Penalty: 3633.444092
	Iteration 63Q: 3 clusters Score -9153817 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -9153914.000000 Penalty: 3633.444092
	Iteration 64Q: 3 clusters Score -9153914 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -9154030.000000 Penalty: 3633.444092
	Iteration 65Q: 3 clusters Score -9154030 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -9154186.000000 Penalty: 3633.444092
	Iteration 66Q: 3 clusters Score -9154186 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -9154342.000000 Penalty: 3633.444092
	Iteration 67Q: 3 clusters Score -9154342 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -9154464.000000 Penalty: 3633.444092
	Iteration 68Q: 3 clusters Score -9154464 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -9154665.000000 Penalty: 3633.444092
	Iteration 69Q: 3 clusters Score -9154665 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -9154830.000000 Penalty: 3633.444092
	Iteration 70Q: 3 clusters Score -9154830 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -9155143.000000 Penalty: 3633.444092
	Iteration 71Q: 3 clusters Score -9155143 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -9155470.000000 Penalty: 3633.444092
	Iteration 72Q: 3 clusters Score -9155470 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -9155857.000000 Penalty: 3633.444092
	Iteration 73Q: 3 clusters Score -9155857 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -9156377.000000 Penalty: 3633.444092
	Iteration 74Q: 3 clusters Score -9156377 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -9156959.000000 Penalty: 3633.444092
	Iteration 75Q: 3 clusters Score -9156959 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -9157612.000000 Penalty: 3633.444092
	Iteration 76Q: 3 clusters Score -9157612 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -9158263.000000 Penalty: 3633.444092
	Iteration 77Q: 3 clusters Score -9158263 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -9158961.000000 Penalty: 3633.444092
	Iteration 78Q: 3 clusters Score -9158961 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -9159604.000000 Penalty: 3633.444092
	Iteration 79Q: 3 clusters Score -9159604 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9160287.000000 Penalty: 3633.444092
	Iteration 80F: 3 clusters Score -9160287 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9160882.000000 Penalty: 3633.444092
	Iteration 81Q: 3 clusters Score -9160882 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9161359.000000 Penalty: 3633.444092
	Iteration 82Q: 3 clusters Score -9161359 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9161732.000000 Penalty: 3633.444092
	Iteration 83Q: 3 clusters Score -9161732 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9161999.000000 Penalty: 3633.444092
	Iteration 84Q: 3 clusters Score -9161999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9162186.000000 Penalty: 3633.444092
	Iteration 85Q: 3 clusters Score -9162186 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9162292.000000 Penalty: 3633.444092
	Iteration 86Q: 3 clusters Score -9162292 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9162393.000000 Penalty: 3633.444092
	Iteration 87Q: 3 clusters Score -9162393 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9162471.000000 Penalty: 3633.444092
	Iteration 88Q: 3 clusters Score -9162471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9162517.000000 Penalty: 3633.444092
	Iteration 89Q: 3 clusters Score -9162517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9162585.000000 Penalty: 3633.444092
	Iteration 90Q: 3 clusters Score -9162585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9162622.000000 Penalty: 3633.444092
	Iteration 91Q: 3 clusters Score -9162622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9162656.000000 Penalty: 3633.444092
	Iteration 92Q: 3 clusters Score -9162656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9162681.000000 Penalty: 3633.444092
	Iteration 93Q: 3 clusters Score -9162681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9162694.000000 Penalty: 3633.444092
	Iteration 94Q: 3 clusters Score -9162694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9162715.000000 Penalty: 3633.444092
	Iteration 95Q: 3 clusters Score -9162715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9162723.000000 Penalty: 3633.444092
	Iteration 96Q: 3 clusters Score -9162723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9162742.000000 Penalty: 3633.444092
	Iteration 97Q: 3 clusters Score -9162742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9162758.000000 Penalty: 3633.444092
	Iteration 98Q: 3 clusters Score -9162758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9162767.000000 Penalty: 3633.444092
	Iteration 99Q: 3 clusters Score -9162767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9162785.000000 Penalty: 3633.444092
	Iteration 100F: 3 clusters Score -9162785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9162813.000000 Penalty: 3633.444092
	Iteration 101Q: 3 clusters Score -9162813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9162833.000000 Penalty: 3633.444092
	Iteration 102Q: 3 clusters Score -9162833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9162852.000000 Penalty: 3633.444092
	Iteration 103Q: 3 clusters Score -9162852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9162863.000000 Penalty: 3633.444092
	Iteration 104Q: 3 clusters Score -9162863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9162867.000000 Penalty: 3633.444092
	Iteration 105Q: 3 clusters Score -9162867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9162879.000000 Penalty: 3633.444092
	Iteration 106Q: 3 clusters Score -9162879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9162880.000000 Penalty: 3633.444092
	Iteration 107Q: 3 clusters Score -9162880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9162881.000000 Penalty: 3633.444092
	Iteration 108Q: 3 clusters Score -9162881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9162874.000000 Penalty: 3633.444092
	Iteration 109Q: 3 clusters Score -9162874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9162878.000000 Penalty: 3633.444092
	Iteration 110Q: 3 clusters Score -9162878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9162880.000000 Penalty: 3633.444092
	Iteration 111Q: 3 clusters Score -9162880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9162883.000000 Penalty: 3633.444092
	Iteration 112Q: 3 clusters Score -9162883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9162883.000000 Penalty: 3633.444092
	Iteration 113F: 3 clusters Score -9162883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Entering Unmasked Estep 
Score: -13494041.000000 Penalty: 1873.723877
	Iteration 0F: 2 clusters Score -1.349404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -13436558.000000 Penalty: 3747.447754
	Iteration 0F: 3 clusters Score -1.343656e+07 nChanged 48507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -13464623.000000 Penalty: 3747.447754
	Iteration 1F: 3 clusters Score -1.346462e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -13465383.000000 Penalty: 3747.447754
	Iteration 2Q: 3 clusters Score -1.346538e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -13466350.000000 Penalty: 3747.447754
	Iteration 3Q: 3 clusters Score -1.346635e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -13467540.000000 Penalty: 3747.447754
	Iteration 4Q: 3 clusters Score -1.346754e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -13468871.000000 Penalty: 3747.447754
	Iteration 5Q: 3 clusters Score -1.346887e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -13470989.000000 Penalty: 3747.447754
	Iteration 6F: 3 clusters Score -1.347099e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -13473742.000000 Penalty: 3747.447754
	Iteration 7F: 3 clusters Score -1.347374e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -13477802.000000 Penalty: 3747.447754
	Iteration 8F: 3 clusters Score -1.34778e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -13482309.000000 Penalty: 3747.447754
	Iteration 9F: 3 clusters Score -1.348231e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -13485125.000000 Penalty: 3747.447754
	Iteration 10F: 3 clusters Score -1.348512e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -13486182.000000 Penalty: 3747.447754
	Iteration 11Q: 3 clusters Score -1.348618e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -13486609.000000 Penalty: 3747.447754
	Iteration 12Q: 3 clusters Score -1.348661e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -13486680.000000 Penalty: 3747.447754
	Iteration 13Q: 3 clusters Score -1.348668e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -13486650.000000 Penalty: 3747.447754
	Iteration 14Q: 3 clusters Score -1.348665e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -13486674.000000 Penalty: 3747.447754
	Iteration 15Q: 3 clusters Score -1.348667e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -13486712.000000 Penalty: 3747.447754
	Iteration 16Q: 3 clusters Score -1.348671e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13486844.000000 Penalty: 3747.447754
	Iteration 17Q: 3 clusters Score -1.348684e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -13486949.000000 Penalty: 3747.447754
	Iteration 18Q: 3 clusters Score -1.348695e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -13487045.000000 Penalty: 3747.447754
	Iteration 19Q: 3 clusters Score -1.348704e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -13487218.000000 Penalty: 3747.447754
	Iteration 20F: 3 clusters Score -1.348722e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -13487401.000000 Penalty: 3747.447754
	Iteration 21Q: 3 clusters Score -1.34874e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -13487600.000000 Penalty: 3747.447754
	Iteration 22Q: 3 clusters Score -1.34876e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -13488032.000000 Penalty: 3747.447754
	Iteration 23Q: 3 clusters Score -1.348803e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -13488580.000000 Penalty: 3747.447754
	Iteration 24Q: 3 clusters Score -1.348858e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -13489284.000000 Penalty: 3747.447754
	Iteration 25Q: 3 clusters Score -1.348928e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -13490159.000000 Penalty: 3747.447754
	Iteration 26Q: 3 clusters Score -1.349016e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -13491265.000000 Penalty: 3747.447754
	Iteration 27Q: 3 clusters Score -1.349126e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -13492288.000000 Penalty: 3747.447754
	Iteration 28Q: 3 clusters Score -1.349229e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -13493304.000000 Penalty: 3747.447754
	Iteration 29Q: 3 clusters Score -1.34933e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -13494255.000000 Penalty: 3747.447754
	Iteration 30Q: 3 clusters Score -1.349426e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -13495164.000000 Penalty: 3747.447754
	Iteration 31Q: 3 clusters Score -1.349516e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -13495894.000000 Penalty: 3747.447754
	Iteration 32Q: 3 clusters Score -1.349589e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -13496550.000000 Penalty: 3747.447754
	Iteration 33Q: 3 clusters Score -1.349655e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -13497028.000000 Penalty: 3747.447754
	Iteration 34Q: 3 clusters Score -1.349703e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -13497344.000000 Penalty: 3747.447754
	Iteration 35Q: 3 clusters Score -1.349734e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -13497564.000000 Penalty: 3747.447754
	Iteration 36Q: 3 clusters Score -1.349756e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -13497697.000000 Penalty: 3747.447754
	Iteration 37Q: 3 clusters Score -1.34977e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -13497793.000000 Penalty: 3747.447754
	Iteration 38Q: 3 clusters Score -1.349779e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -13497853.000000 Penalty: 3747.447754
	Iteration 39Q: 3 clusters Score -1.349785e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -13497995.000000 Penalty: 3747.447754
	Iteration 40F: 3 clusters Score -1.3498e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -13498171.000000 Penalty: 3747.447754
	Iteration 41Q: 3 clusters Score -1.349817e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -13498306.000000 Penalty: 3747.447754
	Iteration 42Q: 3 clusters Score -1.349831e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -13498376.000000 Penalty: 3747.447754
	Iteration 43Q: 3 clusters Score -1.349838e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -13498423.000000 Penalty: 3747.447754
	Iteration 44Q: 3 clusters Score -1.349842e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -13498503.000000 Penalty: 3747.447754
	Iteration 45Q: 3 clusters Score -1.34985e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -13498466.000000 Penalty: 3747.447754
	Iteration 46Q: 3 clusters Score -1.349847e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -13498459.000000 Penalty: 3747.447754
	Iteration 47Q: 3 clusters Score -1.349846e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -13498490.000000 Penalty: 3747.447754
	Iteration 48Q: 3 clusters Score -1.349849e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -13498511.000000 Penalty: 3747.447754
	Iteration 49Q: 3 clusters Score -1.349851e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -13498527.000000 Penalty: 3747.447754
	Iteration 50Q: 3 clusters Score -1.349853e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -13498528.000000 Penalty: 3747.447754
	Iteration 51Q: 3 clusters Score -1.349853e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -13498535.000000 Penalty: 3747.447754
	Iteration 52Q: 3 clusters Score -1.349854e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -13498539.000000 Penalty: 3747.447754
	Iteration 53Q: 3 clusters Score -1.349854e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -13498542.000000 Penalty: 3747.447754
	Iteration 54Q: 3 clusters Score -1.349854e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -13498527.000000 Penalty: 3747.447754
	Iteration 55Q: 3 clusters Score -1.349853e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -13498531.000000 Penalty: 3747.447754
	Iteration 56Q: 3 clusters Score -1.349853e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -13498520.000000 Penalty: 3747.447754
	Iteration 57Q: 3 clusters Score -1.349852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -13498522.000000 Penalty: 3747.447754
	Iteration 58Q: 3 clusters Score -1.349852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -13498530.000000 Penalty: 3747.447754
	Iteration 59Q: 3 clusters Score -1.349853e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -13498533.000000 Penalty: 3747.447754
	Iteration 60F: 3 clusters Score -1.349853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -13498507.000000 Penalty: 3747.447754
	Iteration 61Q: 3 clusters Score -1.349851e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -13498505.000000 Penalty: 3747.447754
	Iteration 62Q: 3 clusters Score -1.34985e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -13498504.000000 Penalty: 3747.447754
	Iteration 63Q: 3 clusters Score -1.34985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -13498504.000000 Penalty: 3747.447754
	Iteration 64Q: 3 clusters Score -1.34985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -13498497.000000 Penalty: 3747.447754
	Iteration 65Q: 3 clusters Score -1.34985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -13498477.000000 Penalty: 3747.447754
	Iteration 66Q: 3 clusters Score -1.349848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -13498471.000000 Penalty: 3747.447754
	Iteration 67Q: 3 clusters Score -1.349847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -13498468.000000 Penalty: 3747.447754
	Iteration 68Q: 3 clusters Score -1.349847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -13498477.000000 Penalty: 3747.447754
	Iteration 69Q: 3 clusters Score -1.349848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -13498486.000000 Penalty: 3747.447754
	Iteration 70Q: 3 clusters Score -1.349849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -13498482.000000 Penalty: 3747.447754
	Iteration 71Q: 3 clusters Score -1.349848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -13498470.000000 Penalty: 3747.447754
	Iteration 72Q: 3 clusters Score -1.349847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -13498470.000000 Penalty: 3747.447754
	Iteration 73Q: 3 clusters Score -1.349847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -13498466.000000 Penalty: 3747.447754
	Iteration 74Q: 3 clusters Score -1.349847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -13498477.000000 Penalty: 3747.447754
	Iteration 75Q: 3 clusters Score -1.349848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -13498486.000000 Penalty: 3747.447754
	Iteration 76Q: 3 clusters Score -1.349849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -13498481.000000 Penalty: 3747.447754
	Iteration 77Q: 3 clusters Score -1.349848e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -13498498.000000 Penalty: 3747.447754
	Iteration 78Q: 3 clusters Score -1.34985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -13498479.000000 Penalty: 3747.447754
	Iteration 79Q: 3 clusters Score -1.349848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -13498490.000000 Penalty: 3747.447754
	Iteration 80F: 3 clusters Score -1.349849e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -13498471.000000 Penalty: 3747.447754
	Iteration 81Q: 3 clusters Score -1.349847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -13498463.000000 Penalty: 3747.447754
	Iteration 82Q: 3 clusters Score -1.349846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -13498458.000000 Penalty: 3747.447754
	Iteration 83Q: 3 clusters Score -1.349846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -13498474.000000 Penalty: 3747.447754
	Iteration 84Q: 3 clusters Score -1.349847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -13498468.000000 Penalty: 3747.447754
	Iteration 85Q: 3 clusters Score -1.349847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -13498467.000000 Penalty: 3747.447754
	Iteration 86Q: 3 clusters Score -1.349847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -13498461.000000 Penalty: 3747.447754
	Iteration 87Q: 3 clusters Score -1.349846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -13498473.000000 Penalty: 3747.447754
	Iteration 88Q: 3 clusters Score -1.349847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -13498470.000000 Penalty: 3747.447754
	Iteration 89Q: 3 clusters Score -1.349847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -13498464.000000 Penalty: 3747.447754
	Iteration 90Q: 3 clusters Score -1.349846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -13498461.000000 Penalty: 3747.447754
	Iteration 91Q: 3 clusters Score -1.349846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -13498448.000000 Penalty: 3747.447754
	Iteration 92Q: 3 clusters Score -1.349845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -13498454.000000 Penalty: 3747.447754
	Iteration 93Q: 3 clusters Score -1.349845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -13498442.000000 Penalty: 3747.447754
	Iteration 94Q: 3 clusters Score -1.349844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -13498450.000000 Penalty: 3747.447754
	Iteration 95Q: 3 clusters Score -1.349845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -13498454.000000 Penalty: 3747.447754
	Iteration 96Q: 3 clusters Score -1.349845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -13498466.000000 Penalty: 3747.447754
	Iteration 97Q: 3 clusters Score -1.349847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -13498470.000000 Penalty: 3747.447754
	Iteration 98Q: 3 clusters Score -1.349847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -13498461.000000 Penalty: 3747.447754
	Iteration 99Q: 3 clusters Score -1.349846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -13498457.000000 Penalty: 3747.447754
	Iteration 100F: 3 clusters Score -1.349846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -13498463.000000 Penalty: 3747.447754
	Iteration 101Q: 3 clusters Score -1.349846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -13498455.000000 Penalty: 3747.447754
	Iteration 102Q: 3 clusters Score -1.349846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -13498450.000000 Penalty: 3747.447754
	Iteration 103Q: 3 clusters Score -1.349845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -13498450.000000 Penalty: 3747.447754
	Iteration 104F: 3 clusters Score -1.349845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Entering Unmasked Estep 
Score: -127722256.000000 Penalty: 71843.617188
Splitting cluster 11 changes total score from -127705776.000000 to -127722256.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -513994.093750 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -513994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -510467.750000 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -510467.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -511496.156250 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -511496.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -511742.468750 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -511742.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -511908.593750 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -511908.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -512033.718750 Penalty: 2721.179688
	Iteration 4Q: 3 clusters Score -512033.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -512156.812500 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -512156.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -512288.187500 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -512288.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -512406.187500 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -512406.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -512505.500000 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -512505.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -512579.875000 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -512579.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -512636.500000 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -512636.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -512681.593750 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -512681.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -512719.000000 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -512719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -512748.468750 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -512748.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -512774.218750 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -512774.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -512809.781250 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -512809.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -512841.812500 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -512841.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -512861.906250 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -512861.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -512877.375000 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -512877.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -512894.593750 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -512894.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -512915.093750 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -512915.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -512929.593750 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -512929.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -512941.750000 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -512941.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -512958.250000 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -512958.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -512969.406250 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -512969.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -512978.468750 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -512978.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -512989.062500 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -512989.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -512992.843750 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -512992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -512996.625000 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -512996.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -513001.250000 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -513001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -513007.500000 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -513007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -513009.500000 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -513009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -513011.156250 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -513011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -513015.031250 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -513015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -513017.437500 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -513017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -513019.625000 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -513019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -513021.593750 Penalty: 2721.179688
	Iteration 36Q: 3 clusters Score -513021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -513023.750000 Penalty: 2721.179688
	Iteration 37Q: 3 clusters Score -513023.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -513025.781250 Penalty: 2721.179688
	Iteration 38Q: 3 clusters Score -513025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -513026.843750 Penalty: 2721.179688
	Iteration 39Q: 3 clusters Score -513026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -513027.093750 Penalty: 2721.179688
	Iteration 40F: 3 clusters Score -513027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -513027.312500 Penalty: 2721.179688
	Iteration 41Q: 3 clusters Score -513027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -513027.312500 Penalty: 2721.179688
	Iteration 42F: 3 clusters Score -513027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -750364.375000 Penalty: 1412.829468
	Iteration 0F: 2 clusters Score -750364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -745821.437500 Penalty: 2825.658936
	Iteration 0F: 3 clusters Score -745821.4 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -747197.062500 Penalty: 2825.658936
	Iteration 1F: 3 clusters Score -747197.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -747482.062500 Penalty: 2825.658936
	Iteration 2F: 3 clusters Score -747482.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -747707.375000 Penalty: 2825.658936
	Iteration 3F: 3 clusters Score -747707.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -747928.687500 Penalty: 2825.658936
	Iteration 4F: 3 clusters Score -747928.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -748128.750000 Penalty: 2825.658936
	Iteration 5F: 3 clusters Score -748128.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -748305.625000 Penalty: 2825.658936
	Iteration 6Q: 3 clusters Score -748305.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -748482.312500 Penalty: 2825.658936
	Iteration 7Q: 3 clusters Score -748482.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -748666.000000 Penalty: 2825.658936
	Iteration 8Q: 3 clusters Score -748666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -748885.625000 Penalty: 2825.658936
	Iteration 9Q: 3 clusters Score -748885.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -749178.625000 Penalty: 2825.658936
	Iteration 10Q: 3 clusters Score -749178.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -749580.875000 Penalty: 2825.658936
	Iteration 11Q: 3 clusters Score -749580.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -749961.687500 Penalty: 2825.658936
	Iteration 12Q: 3 clusters Score -749961.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -750241.125000 Penalty: 2825.658936
	Iteration 13Q: 3 clusters Score -750241.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -750417.625000 Penalty: 2825.658936
	Iteration 14Q: 3 clusters Score -750417.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -750504.250000 Penalty: 2825.658936
	Iteration 15Q: 3 clusters Score -750504.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -750556.312500 Penalty: 2825.658936
	Iteration 16Q: 3 clusters Score -750556.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -750591.375000 Penalty: 2825.658936
	Iteration 17Q: 3 clusters Score -750591.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -750606.125000 Penalty: 2825.658936
	Iteration 18Q: 3 clusters Score -750606.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -750614.625000 Penalty: 2825.658936
	Iteration 19Q: 3 clusters Score -750614.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -750625.625000 Penalty: 2825.658936
	Iteration 20F: 3 clusters Score -750625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -750628.500000 Penalty: 2825.658936
	Iteration 21Q: 3 clusters Score -750628.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -750637.750000 Penalty: 2825.658936
	Iteration 22Q: 3 clusters Score -750637.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -750642.125000 Penalty: 2825.658936
	Iteration 23Q: 3 clusters Score -750642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -750643.562500 Penalty: 2825.658936
	Iteration 24Q: 3 clusters Score -750643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -750649.937500 Penalty: 2825.658936
	Iteration 25Q: 3 clusters Score -750649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -750654.375000 Penalty: 2825.658936
	Iteration 26Q: 3 clusters Score -750654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -750657.312500 Penalty: 2825.658936
	Iteration 27Q: 3 clusters Score -750657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -750662.187500 Penalty: 2825.658936
	Iteration 28Q: 3 clusters Score -750662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -750666.687500 Penalty: 2825.658936
	Iteration 29Q: 3 clusters Score -750666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -750669.250000 Penalty: 2825.658936
	Iteration 30Q: 3 clusters Score -750669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -750674.250000 Penalty: 2825.658936
	Iteration 31Q: 3 clusters Score -750674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -750678.250000 Penalty: 2825.658936
	Iteration 32Q: 3 clusters Score -750678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -750682.000000 Penalty: 2825.658936
	Iteration 33Q: 3 clusters Score -750682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -750682.312500 Penalty: 2825.658936
	Iteration 34Q: 3 clusters Score -750682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -750685.312500 Penalty: 2825.658936
	Iteration 35Q: 3 clusters Score -750685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -750686.937500 Penalty: 2825.658936
	Iteration 36Q: 3 clusters Score -750686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -750689.125000 Penalty: 2825.658936
	Iteration 37Q: 3 clusters Score -750689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -750690.562500 Penalty: 2825.658936
	Iteration 38Q: 3 clusters Score -750690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -750691.250000 Penalty: 2825.658936
	Iteration 39Q: 3 clusters Score -750691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -750694.562500 Penalty: 2825.658936
	Iteration 40F: 3 clusters Score -750694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -750696.062500 Penalty: 2825.658936
	Iteration 41Q: 3 clusters Score -750696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -750699.250000 Penalty: 2825.658936
	Iteration 42Q: 3 clusters Score -750699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -750701.125000 Penalty: 2825.658936
	Iteration 43Q: 3 clusters Score -750701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -750702.062500 Penalty: 2825.658936
	Iteration 44Q: 3 clusters Score -750702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -750702.875000 Penalty: 2825.658936
	Iteration 45Q: 3 clusters Score -750702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -750703.937500 Penalty: 2825.658936
	Iteration 46Q: 3 clusters Score -750703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -750704.750000 Penalty: 2825.658936
	Iteration 47Q: 3 clusters Score -750704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -750705.125000 Penalty: 2825.658936
	Iteration 48Q: 3 clusters Score -750705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -750705.125000 Penalty: 2825.658936
	Iteration 49Q: 3 clusters Score -750705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -750707.875000 Penalty: 2825.658936
	Iteration 50Q: 3 clusters Score -750707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -750708.937500 Penalty: 2825.658936
	Iteration 51Q: 3 clusters Score -750708.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -750712.250000 Penalty: 2825.658936
	Iteration 52Q: 3 clusters Score -750712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -750717.875000 Penalty: 2825.658936
	Iteration 53Q: 3 clusters Score -750717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -750723.062500 Penalty: 2825.658936
	Iteration 54Q: 3 clusters Score -750723.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -750730.625000 Penalty: 2825.658936
	Iteration 55Q: 3 clusters Score -750730.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -750740.500000 Penalty: 2825.658936
	Iteration 56Q: 3 clusters Score -750740.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -750743.937500 Penalty: 2825.658936
	Iteration 57Q: 3 clusters Score -750743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -750746.625000 Penalty: 2825.658936
	Iteration 58Q: 3 clusters Score -750746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -750748.937500 Penalty: 2825.658936
	Iteration 59Q: 3 clusters Score -750748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -750748.187500 Penalty: 2825.658936
	Iteration 60F: 3 clusters Score -750748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -750748.437500 Penalty: 2825.658936
	Iteration 61Q: 3 clusters Score -750748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -750748.312500 Penalty: 2825.658936
	Iteration 62Q: 3 clusters Score -750748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -750749.062500 Penalty: 2825.658936
	Iteration 63Q: 3 clusters Score -750749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -750750.875000 Penalty: 2825.658936
	Iteration 64Q: 3 clusters Score -750750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -750751.687500 Penalty: 2825.658936
	Iteration 65Q: 3 clusters Score -750751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -750752.937500 Penalty: 2825.658936
	Iteration 66Q: 3 clusters Score -750752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -750754.000000 Penalty: 2825.658936
	Iteration 67Q: 3 clusters Score -750754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -750754.875000 Penalty: 2825.658936
	Iteration 68Q: 3 clusters Score -750754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -750754.500000 Penalty: 2825.658936
	Iteration 69Q: 3 clusters Score -750754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -750754.500000 Penalty: 2825.658936
	Iteration 70F: 3 clusters Score -750754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Mstep: Class 33 contains 2724 members 
Entering Unmasked Estep 
Score: -127722016.000000 Penalty: 74088.726562
Splitting cluster 13 changes total score from -127705776.000000 to -127722016.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (47412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Entering Unmasked Estep 
Score: -6191736.000000 Penalty: 1749.577393
	Iteration 0F: 2 clusters Score -6191736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -6160106.500000 Penalty: 3499.154785
	Iteration 0F: 3 clusters Score -6160106 nChanged 22236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6172655.000000 Penalty: 3499.154785
	Iteration 1F: 3 clusters Score -6172655 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -6173493.000000 Penalty: 3499.154785
	Iteration 2Q: 3 clusters Score -6173493 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -6174745.500000 Penalty: 3499.154785
	Iteration 3F: 3 clusters Score -6174746 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -6176755.000000 Penalty: 3499.154785
	Iteration 4F: 3 clusters Score -6176755 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6179555.000000 Penalty: 3499.154785
	Iteration 5F: 3 clusters Score -6179555 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -6182785.500000 Penalty: 3499.154785
	Iteration 6F: 3 clusters Score -6182786 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -6185892.000000 Penalty: 3499.154785
	Iteration 7F: 3 clusters Score -6185892 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -6188339.000000 Penalty: 3499.154785
	Iteration 8F: 3 clusters Score -6188339 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -6189547.500000 Penalty: 3499.154785
	Iteration 9Q: 3 clusters Score -6189548 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6189912.000000 Penalty: 3499.154785
	Iteration 10Q: 3 clusters Score -6189912 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -6190087.500000 Penalty: 3499.154785
	Iteration 11Q: 3 clusters Score -6190088 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -6190200.000000 Penalty: 3499.154785
	Iteration 12Q: 3 clusters Score -6190200 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -6190279.500000 Penalty: 3499.154785
	Iteration 13Q: 3 clusters Score -6190280 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -6190319.000000 Penalty: 3499.154785
	Iteration 14Q: 3 clusters Score -6190319 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -6190359.000000 Penalty: 3499.154785
	Iteration 15Q: 3 clusters Score -6190359 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -6190389.500000 Penalty: 3499.154785
	Iteration 16Q: 3 clusters Score -6190390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6190429.500000 Penalty: 3499.154785
	Iteration 17Q: 3 clusters Score -6190430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -6190439.500000 Penalty: 3499.154785
	Iteration 18Q: 3 clusters Score -6190440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -6190453.500000 Penalty: 3499.154785
	Iteration 19Q: 3 clusters Score -6190454 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -6190447.000000 Penalty: 3499.154785
	Iteration 20F: 3 clusters Score -6190447 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -6190471.000000 Penalty: 3499.154785
	Iteration 21Q: 3 clusters Score -6190471 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -6190480.000000 Penalty: 3499.154785
	Iteration 22Q: 3 clusters Score -6190480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6190479.500000 Penalty: 3499.154785
	Iteration 23Q: 3 clusters Score -6190480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -6190474.000000 Penalty: 3499.154785
	Iteration 24Q: 3 clusters Score -6190474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -6190496.000000 Penalty: 3499.154785
	Iteration 25Q: 3 clusters Score -6190496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -6190495.500000 Penalty: 3499.154785
	Iteration 26Q: 3 clusters Score -6190496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -6190510.000000 Penalty: 3499.154785
	Iteration 27Q: 3 clusters Score -6190510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -6190512.500000 Penalty: 3499.154785
	Iteration 28Q: 3 clusters Score -6190512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -6190520.000000 Penalty: 3499.154785
	Iteration 29Q: 3 clusters Score -6190520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -6190515.000000 Penalty: 3499.154785
	Iteration 30Q: 3 clusters Score -6190515 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -6190518.000000 Penalty: 3499.154785
	Iteration 31Q: 3 clusters Score -6190518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6190537.000000 Penalty: 3499.154785
	Iteration 32Q: 3 clusters Score -6190537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -6190537.000000 Penalty: 3499.154785
	Iteration 33Q: 3 clusters Score -6190537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -6190546.000000 Penalty: 3499.154785
	Iteration 34Q: 3 clusters Score -6190546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -6190536.000000 Penalty: 3499.154785
	Iteration 35Q: 3 clusters Score -6190536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -6190540.500000 Penalty: 3499.154785
	Iteration 36Q: 3 clusters Score -6190540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6190538.500000 Penalty: 3499.154785
	Iteration 37Q: 3 clusters Score -6190538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6190536.000000 Penalty: 3499.154785
	Iteration 38Q: 3 clusters Score -6190536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -6190530.000000 Penalty: 3499.154785
	Iteration 39Q: 3 clusters Score -6190530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6190538.500000 Penalty: 3499.154785
	Iteration 40F: 3 clusters Score -6190538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -6190544.000000 Penalty: 3499.154785
	Iteration 41Q: 3 clusters Score -6190544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -6190545.500000 Penalty: 3499.154785
	Iteration 42Q: 3 clusters Score -6190546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6190543.000000 Penalty: 3499.154785
	Iteration 43Q: 3 clusters Score -6190543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -6190541.500000 Penalty: 3499.154785
	Iteration 44Q: 3 clusters Score -6190542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -6190547.500000 Penalty: 3499.154785
	Iteration 45Q: 3 clusters Score -6190548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6190543.500000 Penalty: 3499.154785
	Iteration 46Q: 3 clusters Score -6190544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -6190548.000000 Penalty: 3499.154785
	Iteration 47Q: 3 clusters Score -6190548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -6190542.000000 Penalty: 3499.154785
	Iteration 48Q: 3 clusters Score -6190542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6190547.500000 Penalty: 3499.154785
	Iteration 49Q: 3 clusters Score -6190548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -6190547.500000 Penalty: 3499.154785
	Iteration 50Q: 3 clusters Score -6190548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -6190544.500000 Penalty: 3499.154785
	Iteration 51Q: 3 clusters Score -6190544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -6190543.000000 Penalty: 3499.154785
	Iteration 52Q: 3 clusters Score -6190543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -6190548.500000 Penalty: 3499.154785
	Iteration 53Q: 3 clusters Score -6190548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -6190547.500000 Penalty: 3499.154785
	Iteration 54Q: 3 clusters Score -6190548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -6190551.500000 Penalty: 3499.154785
	Iteration 55Q: 3 clusters Score -6190552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -6190547.000000 Penalty: 3499.154785
	Iteration 56Q: 3 clusters Score -6190547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -6190553.500000 Penalty: 3499.154785
	Iteration 57Q: 3 clusters Score -6190554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -6190556.000000 Penalty: 3499.154785
	Iteration 58Q: 3 clusters Score -6190556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -6190558.000000 Penalty: 3499.154785
	Iteration 59Q: 3 clusters Score -6190558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6190554.000000 Penalty: 3499.154785
	Iteration 60F: 3 clusters Score -6190554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6190557.500000 Penalty: 3499.154785
	Iteration 61Q: 3 clusters Score -6190558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -6190554.500000 Penalty: 3499.154785
	Iteration 62Q: 3 clusters Score -6190554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6190552.000000 Penalty: 3499.154785
	Iteration 63Q: 3 clusters Score -6190552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -6190553.500000 Penalty: 3499.154785
	Iteration 64Q: 3 clusters Score -6190554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -6190556.500000 Penalty: 3499.154785
	Iteration 65Q: 3 clusters Score -6190556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -6190560.000000 Penalty: 3499.154785
	Iteration 66Q: 3 clusters Score -6190560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -6190557.500000 Penalty: 3499.154785
	Iteration 67Q: 3 clusters Score -6190558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -6190556.000000 Penalty: 3499.154785
	Iteration 68Q: 3 clusters Score -6190556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6190561.500000 Penalty: 3499.154785
	Iteration 69Q: 3 clusters Score -6190562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -6190558.500000 Penalty: 3499.154785
	Iteration 70Q: 3 clusters Score -6190558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6190555.500000 Penalty: 3499.154785
	Iteration 71Q: 3 clusters Score -6190556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -6190552.000000 Penalty: 3499.154785
	Iteration 72Q: 3 clusters Score -6190552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -6190552.000000 Penalty: 3499.154785
	Iteration 73F: 3 clusters Score -6190552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -685366.000000 Penalty: 1406.302490
	Iteration 0F: 2 clusters Score -685366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -680880.875000 Penalty: 2812.604980
	Iteration 0F: 3 clusters Score -680880.9 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -682331.062500 Penalty: 2812.604980
	Iteration 1F: 3 clusters Score -682331.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -682737.312500 Penalty: 2812.604980
	Iteration 2F: 3 clusters Score -682737.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -683141.687500 Penalty: 2812.604980
	Iteration 3F: 3 clusters Score -683141.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -683507.812500 Penalty: 2812.604980
	Iteration 4F: 3 clusters Score -683507.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -683883.937500 Penalty: 2812.604980
	Iteration 5F: 3 clusters Score -683883.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -684329.375000 Penalty: 2812.604980
	Iteration 6F: 3 clusters Score -684329.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -684723.875000 Penalty: 2812.604980
	Iteration 7F: 3 clusters Score -684723.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -685033.500000 Penalty: 2812.604980
	Iteration 8Q: 3 clusters Score -685033.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -685188.937500 Penalty: 2812.604980
	Iteration 9Q: 3 clusters Score -685188.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -685255.687500 Penalty: 2812.604980
	Iteration 10Q: 3 clusters Score -685255.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -685289.187500 Penalty: 2812.604980
	Iteration 11Q: 3 clusters Score -685289.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -685310.562500 Penalty: 2812.604980
	Iteration 12Q: 3 clusters Score -685310.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -685322.812500 Penalty: 2812.604980
	Iteration 13Q: 3 clusters Score -685322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -685335.187500 Penalty: 2812.604980
	Iteration 14Q: 3 clusters Score -685335.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -685348.875000 Penalty: 2812.604980
	Iteration 15Q: 3 clusters Score -685348.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -685375.312500 Penalty: 2812.604980
	Iteration 16Q: 3 clusters Score -685375.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -685395.375000 Penalty: 2812.604980
	Iteration 17Q: 3 clusters Score -685395.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -685422.187500 Penalty: 2812.604980
	Iteration 18Q: 3 clusters Score -685422.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -685444.250000 Penalty: 2812.604980
	Iteration 19Q: 3 clusters Score -685444.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -685509.500000 Penalty: 2812.604980
	Iteration 20F: 3 clusters Score -685509.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -685567.625000 Penalty: 2812.604980
	Iteration 21Q: 3 clusters Score -685567.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -685588.375000 Penalty: 2812.604980
	Iteration 22Q: 3 clusters Score -685588.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -685599.750000 Penalty: 2812.604980
	Iteration 23Q: 3 clusters Score -685599.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -685606.500000 Penalty: 2812.604980
	Iteration 24Q: 3 clusters Score -685606.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -685613.375000 Penalty: 2812.604980
	Iteration 25Q: 3 clusters Score -685613.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -685617.187500 Penalty: 2812.604980
	Iteration 26Q: 3 clusters Score -685617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -685619.937500 Penalty: 2812.604980
	Iteration 27Q: 3 clusters Score -685619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -685621.062500 Penalty: 2812.604980
	Iteration 28Q: 3 clusters Score -685621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -685620.687500 Penalty: 2812.604980
	Iteration 29Q: 3 clusters Score -685620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -685623.750000 Penalty: 2812.604980
	Iteration 30Q: 3 clusters Score -685623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -685625.125000 Penalty: 2812.604980
	Iteration 31Q: 3 clusters Score -685625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -685626.437500 Penalty: 2812.604980
	Iteration 32Q: 3 clusters Score -685626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -685625.812500 Penalty: 2812.604980
	Iteration 33Q: 3 clusters Score -685625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -685625.812500 Penalty: 2812.604980
	Iteration 34F: 3 clusters Score -685625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 4005 members 
Entering Unmasked Estep 
Score: -127720896.000000 Penalty: 76333.843750
Splitting cluster 15 changes total score from -127705776.000000 to -127720896.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -2329506.000000 Penalty: 1585.571533
	Iteration 0F: 2 clusters Score -2329506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2317672.250000 Penalty: 3171.143066
	Iteration 0F: 3 clusters Score -2317672 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2321852.500000 Penalty: 3171.143066
	Iteration 1F: 3 clusters Score -2321852 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2322177.500000 Penalty: 3171.143066
	Iteration 2F: 3 clusters Score -2322178 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2322568.750000 Penalty: 3171.143066
	Iteration 3Q: 3 clusters Score -2322569 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2323120.500000 Penalty: 3171.143066
	Iteration 4F: 3 clusters Score -2323120 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2323900.750000 Penalty: 3171.143066
	Iteration 5F: 3 clusters Score -2323901 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2324904.250000 Penalty: 3171.143066
	Iteration 6F: 3 clusters Score -2324904 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2326044.750000 Penalty: 3171.143066
	Iteration 7F: 3 clusters Score -2326045 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2327016.000000 Penalty: 3171.143066
	Iteration 8F: 3 clusters Score -2327016 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2327629.000000 Penalty: 3171.143066
	Iteration 9Q: 3 clusters Score -2327629 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2327870.500000 Penalty: 3171.143066
	Iteration 10Q: 3 clusters Score -2327870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2327980.750000 Penalty: 3171.143066
	Iteration 11Q: 3 clusters Score -2327981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2328027.000000 Penalty: 3171.143066
	Iteration 12Q: 3 clusters Score -2328027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2328059.000000 Penalty: 3171.143066
	Iteration 13Q: 3 clusters Score -2328059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2328072.250000 Penalty: 3171.143066
	Iteration 14Q: 3 clusters Score -2328072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2328082.000000 Penalty: 3171.143066
	Iteration 15Q: 3 clusters Score -2328082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2328090.250000 Penalty: 3171.143066
	Iteration 16Q: 3 clusters Score -2328090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2328091.250000 Penalty: 3171.143066
	Iteration 17Q: 3 clusters Score -2328091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2328091.000000 Penalty: 3171.143066
	Iteration 18Q: 3 clusters Score -2328091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2328091.250000 Penalty: 3171.143066
	Iteration 19Q: 3 clusters Score -2328091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2328093.250000 Penalty: 3171.143066
	Iteration 20F: 3 clusters Score -2328093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Entering Unmasked Estep 
Score: -3655880.250000 Penalty: 1660.022095
	Iteration 0F: 2 clusters Score -3655880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3637441.750000 Penalty: 3320.044189
	Iteration 0F: 3 clusters Score -3637442 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3644352.500000 Penalty: 3320.044189
	Iteration 1F: 3 clusters Score -3644352 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3644636.750000 Penalty: 3320.044189
	Iteration 2Q: 3 clusters Score -3644637 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3644997.750000 Penalty: 3320.044189
	Iteration 3Q: 3 clusters Score -3644998 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3645476.500000 Penalty: 3320.044189
	Iteration 4Q: 3 clusters Score -3645476 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3646231.500000 Penalty: 3320.044189
	Iteration 5F: 3 clusters Score -3646232 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3647485.750000 Penalty: 3320.044189
	Iteration 6F: 3 clusters Score -3647486 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3649422.500000 Penalty: 3320.044189
	Iteration 7F: 3 clusters Score -3649422 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3651547.250000 Penalty: 3320.044189
	Iteration 8F: 3 clusters Score -3651547 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3653221.500000 Penalty: 3320.044189
	Iteration 9F: 3 clusters Score -3653222 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3653976.250000 Penalty: 3320.044189
	Iteration 10Q: 3 clusters Score -3653976 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3654249.750000 Penalty: 3320.044189
	Iteration 11Q: 3 clusters Score -3654250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3654325.250000 Penalty: 3320.044189
	Iteration 12Q: 3 clusters Score -3654325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3654365.750000 Penalty: 3320.044189
	Iteration 13Q: 3 clusters Score -3654366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3654401.750000 Penalty: 3320.044189
	Iteration 14Q: 3 clusters Score -3654402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3654406.000000 Penalty: 3320.044189
	Iteration 15Q: 3 clusters Score -3654406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3654417.750000 Penalty: 3320.044189
	Iteration 16Q: 3 clusters Score -3654418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3654425.750000 Penalty: 3320.044189
	Iteration 17Q: 3 clusters Score -3654426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3654425.750000 Penalty: 3320.044189
	Iteration 18F: 3 clusters Score -3654426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Entering Unmasked Estep 
Score: -6453008.000000 Penalty: 1761.173706
	Iteration 0F: 2 clusters Score -6453008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -6418986.000000 Penalty: 3522.347412
	Iteration 0F: 3 clusters Score -6418986 nChanged 23903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6432693.000000 Penalty: 3522.347412
	Iteration 1F: 3 clusters Score -6432693 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -6433216.000000 Penalty: 3522.347412
	Iteration 2Q: 3 clusters Score -6433216 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6433758.500000 Penalty: 3522.347412
	Iteration 3Q: 3 clusters Score -6433758 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6434290.000000 Penalty: 3522.347412
	Iteration 4Q: 3 clusters Score -6434290 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6434914.000000 Penalty: 3522.347412
	Iteration 5Q: 3 clusters Score -6434914 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6435670.000000 Penalty: 3522.347412
	Iteration 6Q: 3 clusters Score -6435670 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6436678.000000 Penalty: 3522.347412
	Iteration 7Q: 3 clusters Score -6436678 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -6438054.000000 Penalty: 3522.347412
	Iteration 8Q: 3 clusters Score -6438054 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -6439935.500000 Penalty: 3522.347412
	Iteration 9F: 3 clusters Score -6439936 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -6441653.000000 Penalty: 3522.347412
	Iteration 10F: 3 clusters Score -6441653 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6442669.500000 Penalty: 3522.347412
	Iteration 11Q: 3 clusters Score -6442670 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6443001.000000 Penalty: 3522.347412
	Iteration 12Q: 3 clusters Score -6443001 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -6443184.000000 Penalty: 3522.347412
	Iteration 13Q: 3 clusters Score -6443184 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6443370.500000 Penalty: 3522.347412
	Iteration 14Q: 3 clusters Score -6443370 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -6443546.500000 Penalty: 3522.347412
	Iteration 15Q: 3 clusters Score -6443546 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -6443741.000000 Penalty: 3522.347412
	Iteration 16Q: 3 clusters Score -6443741 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -6443962.000000 Penalty: 3522.347412
	Iteration 17Q: 3 clusters Score -6443962 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6444138.500000 Penalty: 3522.347412
	Iteration 18Q: 3 clusters Score -6444138 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -6444329.000000 Penalty: 3522.347412
	Iteration 19Q: 3 clusters Score -6444329 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -6444552.000000 Penalty: 3522.347412
	Iteration 20F: 3 clusters Score -6444552 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -6444727.000000 Penalty: 3522.347412
	Iteration 21Q: 3 clusters Score -6444727 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -6444894.000000 Penalty: 3522.347412
	Iteration 22Q: 3 clusters Score -6444894 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -6445074.000000 Penalty: 3522.347412
	Iteration 23Q: 3 clusters Score -6445074 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6445288.000000 Penalty: 3522.347412
	Iteration 24Q: 3 clusters Score -6445288 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -6445505.000000 Penalty: 3522.347412
	Iteration 25Q: 3 clusters Score -6445505 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -6445742.000000 Penalty: 3522.347412
	Iteration 26Q: 3 clusters Score -6445742 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -6445969.000000 Penalty: 3522.347412
	Iteration 27Q: 3 clusters Score -6445969 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -6446234.500000 Penalty: 3522.347412
	Iteration 28Q: 3 clusters Score -6446234 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6446620.500000 Penalty: 3522.347412
	Iteration 29Q: 3 clusters Score -6446620 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6446987.000000 Penalty: 3522.347412
	Iteration 30Q: 3 clusters Score -6446987 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6447417.000000 Penalty: 3522.347412
	Iteration 31Q: 3 clusters Score -6447417 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -6447823.500000 Penalty: 3522.347412
	Iteration 32Q: 3 clusters Score -6447824 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -6448302.000000 Penalty: 3522.347412
	Iteration 33Q: 3 clusters Score -6448302 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -6448783.000000 Penalty: 3522.347412
	Iteration 34Q: 3 clusters Score -6448783 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -6449226.500000 Penalty: 3522.347412
	Iteration 35Q: 3 clusters Score -6449226 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -6449646.000000 Penalty: 3522.347412
	Iteration 36Q: 3 clusters Score -6449646 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -6449999.000000 Penalty: 3522.347412
	Iteration 37Q: 3 clusters Score -6449999 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6450340.000000 Penalty: 3522.347412
	Iteration 38Q: 3 clusters Score -6450340 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -6450655.500000 Penalty: 3522.347412
	Iteration 39Q: 3 clusters Score -6450656 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -6450899.500000 Penalty: 3522.347412
	Iteration 40F: 3 clusters Score -6450900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6451037.000000 Penalty: 3522.347412
	Iteration 41Q: 3 clusters Score -6451037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6451170.000000 Penalty: 3522.347412
	Iteration 42Q: 3 clusters Score -6451170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -6451256.500000 Penalty: 3522.347412
	Iteration 43Q: 3 clusters Score -6451256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6451336.000000 Penalty: 3522.347412
	Iteration 44Q: 3 clusters Score -6451336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6451390.500000 Penalty: 3522.347412
	Iteration 45Q: 3 clusters Score -6451390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -6451420.000000 Penalty: 3522.347412
	Iteration 46Q: 3 clusters Score -6451420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6451450.500000 Penalty: 3522.347412
	Iteration 47Q: 3 clusters Score -6451450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -6451468.500000 Penalty: 3522.347412
	Iteration 48Q: 3 clusters Score -6451468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -6451481.000000 Penalty: 3522.347412
	Iteration 49Q: 3 clusters Score -6451481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6451487.000000 Penalty: 3522.347412
	Iteration 50Q: 3 clusters Score -6451487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -6451489.000000 Penalty: 3522.347412
	Iteration 51Q: 3 clusters Score -6451489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -6451484.500000 Penalty: 3522.347412
	Iteration 52Q: 3 clusters Score -6451484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6451489.500000 Penalty: 3522.347412
	Iteration 53Q: 3 clusters Score -6451490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6451490.500000 Penalty: 3522.347412
	Iteration 54Q: 3 clusters Score -6451490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6451492.500000 Penalty: 3522.347412
	Iteration 55Q: 3 clusters Score -6451492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6451492.500000 Penalty: 3522.347412
	Iteration 56F: 3 clusters Score -6451492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -390597.625000 Penalty: 1313.691284
	Iteration 0F: 2 clusters Score -390597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -387728.937500 Penalty: 2627.382568
	Iteration 0F: 3 clusters Score -387728.9 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -388470.187500 Penalty: 2627.382568
	Iteration 1F: 3 clusters Score -388470.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -388622.250000 Penalty: 2627.382568
	Iteration 2F: 3 clusters Score -388622.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -388709.218750 Penalty: 2627.382568
	Iteration 3Q: 3 clusters Score -388709.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -388773.125000 Penalty: 2627.382568
	Iteration 4Q: 3 clusters Score -388773.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -388820.031250 Penalty: 2627.382568
	Iteration 5Q: 3 clusters Score -388820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -388854.531250 Penalty: 2627.382568
	Iteration 6Q: 3 clusters Score -388854.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -388891.218750 Penalty: 2627.382568
	Iteration 7Q: 3 clusters Score -388891.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -388932.406250 Penalty: 2627.382568
	Iteration 8Q: 3 clusters Score -388932.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -388970.906250 Penalty: 2627.382568
	Iteration 9Q: 3 clusters Score -388970.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -388991.000000 Penalty: 2627.382568
	Iteration 10Q: 3 clusters Score -388991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -389007.843750 Penalty: 2627.382568
	Iteration 11Q: 3 clusters Score -389007.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -389039.437500 Penalty: 2627.382568
	Iteration 12Q: 3 clusters Score -389039.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -389092.500000 Penalty: 2627.382568
	Iteration 13Q: 3 clusters Score -389092.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -389149.093750 Penalty: 2627.382568
	Iteration 14Q: 3 clusters Score -389149.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -389207.968750 Penalty: 2627.382568
	Iteration 15Q: 3 clusters Score -389208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -389267.625000 Penalty: 2627.382568
	Iteration 16Q: 3 clusters Score -389267.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -389324.968750 Penalty: 2627.382568
	Iteration 17Q: 3 clusters Score -389325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -389368.000000 Penalty: 2627.382568
	Iteration 18Q: 3 clusters Score -389368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -389404.531250 Penalty: 2627.382568
	Iteration 19Q: 3 clusters Score -389404.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -389442.468750 Penalty: 2627.382568
	Iteration 20F: 3 clusters Score -389442.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -389465.562500 Penalty: 2627.382568
	Iteration 21Q: 3 clusters Score -389465.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -389482.156250 Penalty: 2627.382568
	Iteration 22Q: 3 clusters Score -389482.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -389502.625000 Penalty: 2627.382568
	Iteration 23Q: 3 clusters Score -389502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -389517.187500 Penalty: 2627.382568
	Iteration 24Q: 3 clusters Score -389517.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -389530.000000 Penalty: 2627.382568
	Iteration 25Q: 3 clusters Score -389530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -389544.156250 Penalty: 2627.382568
	Iteration 26Q: 3 clusters Score -389544.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389556.875000 Penalty: 2627.382568
	Iteration 27Q: 3 clusters Score -389556.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -389565.781250 Penalty: 2627.382568
	Iteration 28Q: 3 clusters Score -389565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -389572.312500 Penalty: 2627.382568
	Iteration 29Q: 3 clusters Score -389572.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -389577.375000 Penalty: 2627.382568
	Iteration 30Q: 3 clusters Score -389577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -389582.781250 Penalty: 2627.382568
	Iteration 31Q: 3 clusters Score -389582.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -389591.125000 Penalty: 2627.382568
	Iteration 32Q: 3 clusters Score -389591.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -389598.093750 Penalty: 2627.382568
	Iteration 33Q: 3 clusters Score -389598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -389605.531250 Penalty: 2627.382568
	Iteration 34Q: 3 clusters Score -389605.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -389609.812500 Penalty: 2627.382568
	Iteration 35Q: 3 clusters Score -389609.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -389614.000000 Penalty: 2627.382568
	Iteration 36Q: 3 clusters Score -389614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -389616.500000 Penalty: 2627.382568
	Iteration 37Q: 3 clusters Score -389616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -389618.656250 Penalty: 2627.382568
	Iteration 38Q: 3 clusters Score -389618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -389621.375000 Penalty: 2627.382568
	Iteration 39Q: 3 clusters Score -389621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -389622.156250 Penalty: 2627.382568
	Iteration 40F: 3 clusters Score -389622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -389623.593750 Penalty: 2627.382568
	Iteration 41Q: 3 clusters Score -389623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -389625.187500 Penalty: 2627.382568
	Iteration 42Q: 3 clusters Score -389625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -389625.937500 Penalty: 2627.382568
	Iteration 43Q: 3 clusters Score -389625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -389625.500000 Penalty: 2627.382568
	Iteration 44Q: 3 clusters Score -389625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -389626.718750 Penalty: 2627.382568
	Iteration 45Q: 3 clusters Score -389626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -389626.718750 Penalty: 2627.382568
	Iteration 46F: 3 clusters Score -389626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Entering Unmasked Estep 
Score: -9498898.000000 Penalty: 1817.759399
	Iteration 0F: 2 clusters Score -9498898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -9454139.000000 Penalty: 3635.518799
	Iteration 0F: 3 clusters Score -9454139 nChanged 34148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -9473143.000000 Penalty: 3635.518799
	Iteration 1F: 3 clusters Score -9473143 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -9473475.000000 Penalty: 3635.518799
	Iteration 2Q: 3 clusters Score -9473475 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -9473924.000000 Penalty: 3635.518799
	Iteration 3Q: 3 clusters Score -9473924 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -9474778.000000 Penalty: 3635.518799
	Iteration 4Q: 3 clusters Score -9474778 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -9476258.000000 Penalty: 3635.518799
	Iteration 5Q: 3 clusters Score -9476258 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -9479172.000000 Penalty: 3635.518799
	Iteration 6F: 3 clusters Score -9479172 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -9483221.000000 Penalty: 3635.518799
	Iteration 7F: 3 clusters Score -9483221 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9488225.000000 Penalty: 3635.518799
	Iteration 8F: 3 clusters Score -9488225 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -9493320.000000 Penalty: 3635.518799
	Iteration 9F: 3 clusters Score -9493320 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -9497126.000000 Penalty: 3635.518799
	Iteration 10F: 3 clusters Score -9497126 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -9499266.000000 Penalty: 3635.518799
	Iteration 11Q: 3 clusters Score -9499266 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -9500064.000000 Penalty: 3635.518799
	Iteration 12Q: 3 clusters Score -9500064 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -9500385.000000 Penalty: 3635.518799
	Iteration 13Q: 3 clusters Score -9500385 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -9500544.000000 Penalty: 3635.518799
	Iteration 14Q: 3 clusters Score -9500544 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -9500576.000000 Penalty: 3635.518799
	Iteration 15Q: 3 clusters Score -9500576 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -9500499.000000 Penalty: 3635.518799
	Iteration 16Q: 3 clusters Score -9500499 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9500382.000000 Penalty: 3635.518799
	Iteration 17Q: 3 clusters Score -9500382 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -9500189.000000 Penalty: 3635.518799
	Iteration 18Q: 3 clusters Score -9500189 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -9499987.000000 Penalty: 3635.518799
	Iteration 19Q: 3 clusters Score -9499987 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -9499904.000000 Penalty: 3635.518799
	Iteration 20F: 3 clusters Score -9499904 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -9499800.000000 Penalty: 3635.518799
	Iteration 21Q: 3 clusters Score -9499800 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9499703.000000 Penalty: 3635.518799
	Iteration 22Q: 3 clusters Score -9499703 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9499624.000000 Penalty: 3635.518799
	Iteration 23Q: 3 clusters Score -9499624 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9499511.000000 Penalty: 3635.518799
	Iteration 24Q: 3 clusters Score -9499511 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9499409.000000 Penalty: 3635.518799
	Iteration 25Q: 3 clusters Score -9499409 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9499349.000000 Penalty: 3635.518799
	Iteration 26Q: 3 clusters Score -9499349 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9499327.000000 Penalty: 3635.518799
	Iteration 27Q: 3 clusters Score -9499327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9499280.000000 Penalty: 3635.518799
	Iteration 28Q: 3 clusters Score -9499280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9499230.000000 Penalty: 3635.518799
	Iteration 29Q: 3 clusters Score -9499230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9499192.000000 Penalty: 3635.518799
	Iteration 30Q: 3 clusters Score -9499192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9499181.000000 Penalty: 3635.518799
	Iteration 31Q: 3 clusters Score -9499181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9499138.000000 Penalty: 3635.518799
	Iteration 32Q: 3 clusters Score -9499138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9499115.000000 Penalty: 3635.518799
	Iteration 33Q: 3 clusters Score -9499115 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9499092.000000 Penalty: 3635.518799
	Iteration 34Q: 3 clusters Score -9499092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9499084.000000 Penalty: 3635.518799
	Iteration 35Q: 3 clusters Score -9499084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9499065.000000 Penalty: 3635.518799
	Iteration 36Q: 3 clusters Score -9499065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9499075.000000 Penalty: 3635.518799
	Iteration 37Q: 3 clusters Score -9499075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9499060.000000 Penalty: 3635.518799
	Iteration 38Q: 3 clusters Score -9499060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9499059.000000 Penalty: 3635.518799
	Iteration 39Q: 3 clusters Score -9499059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9499049.000000 Penalty: 3635.518799
	Iteration 40F: 3 clusters Score -9499049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9499049.000000 Penalty: 3635.518799
	Iteration 41Q: 3 clusters Score -9499049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9499040.000000 Penalty: 3635.518799
	Iteration 42Q: 3 clusters Score -9499040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9499023.000000 Penalty: 3635.518799
	Iteration 43Q: 3 clusters Score -9499023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9499027.000000 Penalty: 3635.518799
	Iteration 44Q: 3 clusters Score -9499027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9499024.000000 Penalty: 3635.518799
	Iteration 45Q: 3 clusters Score -9499024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9499025.000000 Penalty: 3635.518799
	Iteration 46Q: 3 clusters Score -9499025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9499013.000000 Penalty: 3635.518799
	Iteration 47Q: 3 clusters Score -9499013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9499020.000000 Penalty: 3635.518799
	Iteration 48Q: 3 clusters Score -9499020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9499009.000000 Penalty: 3635.518799
	Iteration 49Q: 3 clusters Score -9499009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9499003.000000 Penalty: 3635.518799
	Iteration 50Q: 3 clusters Score -9499003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9499008.000000 Penalty: 3635.518799
	Iteration 51Q: 3 clusters Score -9499008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9499004.000000 Penalty: 3635.518799
	Iteration 52Q: 3 clusters Score -9499004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9498997.000000 Penalty: 3635.518799
	Iteration 53Q: 3 clusters Score -9498997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9498991.000000 Penalty: 3635.518799
	Iteration 54Q: 3 clusters Score -9498991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9498987.000000 Penalty: 3635.518799
	Iteration 55Q: 3 clusters Score -9498987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9498981.000000 Penalty: 3635.518799
	Iteration 56Q: 3 clusters Score -9498981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9498985.000000 Penalty: 3635.518799
	Iteration 57Q: 3 clusters Score -9498985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9498981.000000 Penalty: 3635.518799
	Iteration 58Q: 3 clusters Score -9498981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9498981.000000 Penalty: 3635.518799
	Iteration 59F: 3 clusters Score -9498981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 70707 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 1422 members 
Entering Unmasked Estep 
Score: -127721016.000000 Penalty: 78578.953125
Splitting cluster 20 changes total score from -127705776.000000 to -127721016.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -12489.287109 Penalty: 832.644104
	Iteration 0F: 2 clusters Score -12489.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12121.098633 Penalty: 1665.288208
	Iteration 0F: 3 clusters Score -12121.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12367.002930 Penalty: 1665.288208
	Iteration 1F: 3 clusters Score -12367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12470.909180 Penalty: 1665.288208
	Iteration 2Q: 3 clusters Score -12470.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12480.892578 Penalty: 1665.288208
	Iteration 3Q: 3 clusters Score -12480.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12480.892578 Penalty: 1665.288208
	Iteration 4F: 3 clusters Score -12480.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Entering Unmasked Estep 
Score: -1463362.750000 Penalty: 1531.373657
	Iteration 0F: 2 clusters Score -1463363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1454697.125000 Penalty: 3062.747314
	Iteration 0F: 3 clusters Score -1454697 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1458431.625000 Penalty: 3062.747314
	Iteration 1F: 3 clusters Score -1458432 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1459525.625000 Penalty: 3062.747314
	Iteration 2F: 3 clusters Score -1459526 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1460534.500000 Penalty: 3062.747314
	Iteration 3F: 3 clusters Score -1460534 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1461507.250000 Penalty: 3062.747314
	Iteration 4F: 3 clusters Score -1461507 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1462261.125000 Penalty: 3062.747314
	Iteration 5F: 3 clusters Score -1462261 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1462716.375000 Penalty: 3062.747314
	Iteration 6Q: 3 clusters Score -1462716 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1463006.000000 Penalty: 3062.747314
	Iteration 7Q: 3 clusters Score -1463006 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1463200.625000 Penalty: 3062.747314
	Iteration 8Q: 3 clusters Score -1463201 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1463343.625000 Penalty: 3062.747314
	Iteration 9Q: 3 clusters Score -1463344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1463419.875000 Penalty: 3062.747314
	Iteration 10Q: 3 clusters Score -1463420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1463464.875000 Penalty: 3062.747314
	Iteration 11Q: 3 clusters Score -1463465 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1463499.500000 Penalty: 3062.747314
	Iteration 12Q: 3 clusters Score -1463500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1463522.500000 Penalty: 3062.747314
	Iteration 13Q: 3 clusters Score -1463522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1463533.375000 Penalty: 3062.747314
	Iteration 14Q: 3 clusters Score -1463533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1463546.000000 Penalty: 3062.747314
	Iteration 15Q: 3 clusters Score -1463546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1463560.375000 Penalty: 3062.747314
	Iteration 16Q: 3 clusters Score -1463560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1463567.250000 Penalty: 3062.747314
	Iteration 17Q: 3 clusters Score -1463567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1463569.250000 Penalty: 3062.747314
	Iteration 18Q: 3 clusters Score -1463569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1463571.500000 Penalty: 3062.747314
	Iteration 19Q: 3 clusters Score -1463572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1463578.750000 Penalty: 3062.747314
	Iteration 20F: 3 clusters Score -1463579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1463585.000000 Penalty: 3062.747314
	Iteration 21Q: 3 clusters Score -1463585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1463591.625000 Penalty: 3062.747314
	Iteration 22Q: 3 clusters Score -1463592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1463593.625000 Penalty: 3062.747314
	Iteration 23Q: 3 clusters Score -1463594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1463593.750000 Penalty: 3062.747314
	Iteration 24Q: 3 clusters Score -1463594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1463594.375000 Penalty: 3062.747314
	Iteration 25Q: 3 clusters Score -1463594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1463597.000000 Penalty: 3062.747314
	Iteration 26Q: 3 clusters Score -1463597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1463597.750000 Penalty: 3062.747314
	Iteration 27Q: 3 clusters Score -1463598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1463597.625000 Penalty: 3062.747314
	Iteration 28Q: 3 clusters Score -1463598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1463599.625000 Penalty: 3062.747314
	Iteration 29Q: 3 clusters Score -1463600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1463600.625000 Penalty: 3062.747314
	Iteration 30Q: 3 clusters Score -1463601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1463604.500000 Penalty: 3062.747314
	Iteration 31Q: 3 clusters Score -1463604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1463607.125000 Penalty: 3062.747314
	Iteration 32Q: 3 clusters Score -1463607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1463606.125000 Penalty: 3062.747314
	Iteration 33Q: 3 clusters Score -1463606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1463608.875000 Penalty: 3062.747314
	Iteration 34Q: 3 clusters Score -1463609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1463609.625000 Penalty: 3062.747314
	Iteration 35Q: 3 clusters Score -1463610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1463609.625000 Penalty: 3062.747314
	Iteration 36Q: 3 clusters Score -1463610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1463609.625000 Penalty: 3062.747314
	Iteration 37F: 3 clusters Score -1463610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 70707 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 85497 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 1422 members 
Mstep: Class 36 contains 11404 members 
Entering Unmasked Estep 
Score: -127720448.000000 Penalty: 80824.070312
Splitting cluster 22 changes total score from -127705776.000000 to -127720448.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (85497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Entering Unmasked Estep 
Score: -11279369.000000 Penalty: 1845.388428
	Iteration 0F: 2 clusters Score -1.127937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -11225490.000000 Penalty: 3690.776855
	Iteration 0F: 3 clusters Score -1.122549e+07 nChanged 40689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -11249373.000000 Penalty: 3690.776855
	Iteration 1F: 3 clusters Score -1.124937e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -11251000.000000 Penalty: 3690.776855
	Iteration 2Q: 3 clusters Score -1.1251e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -11254501.000000 Penalty: 3690.776855
	Iteration 3F: 3 clusters Score -1.12545e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -11260129.000000 Penalty: 3690.776855
	Iteration 4F: 3 clusters Score -1.126013e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -11267411.000000 Penalty: 3690.776855
	Iteration 5F: 3 clusters Score -1.126741e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -11274232.000000 Penalty: 3690.776855
	Iteration 6F: 3 clusters Score -1.127423e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -11278436.000000 Penalty: 3690.776855
	Iteration 7F: 3 clusters Score -1.127844e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -11279813.000000 Penalty: 3690.776855
	Iteration 8Q: 3 clusters Score -1.127981e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -11280155.000000 Penalty: 3690.776855
	Iteration 9Q: 3 clusters Score -1.128016e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -11280306.000000 Penalty: 3690.776855
	Iteration 10Q: 3 clusters Score -1.128031e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -11280416.000000 Penalty: 3690.776855
	Iteration 11Q: 3 clusters Score -1.128042e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -11280446.000000 Penalty: 3690.776855
	Iteration 12Q: 3 clusters Score -1.128045e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -11280478.000000 Penalty: 3690.776855
	Iteration 13Q: 3 clusters Score -1.128048e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -11280556.000000 Penalty: 3690.776855
	Iteration 14Q: 3 clusters Score -1.128056e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -11280525.000000 Penalty: 3690.776855
	Iteration 15Q: 3 clusters Score -1.128052e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -11280567.000000 Penalty: 3690.776855
	Iteration 16Q: 3 clusters Score -1.128057e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -11280571.000000 Penalty: 3690.776855
	Iteration 17Q: 3 clusters Score -1.128057e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -11280540.000000 Penalty: 3690.776855
	Iteration 18Q: 3 clusters Score -1.128054e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -11280550.000000 Penalty: 3690.776855
	Iteration 19Q: 3 clusters Score -1.128055e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -11280592.000000 Penalty: 3690.776855
	Iteration 20F: 3 clusters Score -1.128059e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -11280576.000000 Penalty: 3690.776855
	Iteration 21Q: 3 clusters Score -1.128058e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -11280564.000000 Penalty: 3690.776855
	Iteration 22Q: 3 clusters Score -1.128056e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -11280593.000000 Penalty: 3690.776855
	Iteration 23Q: 3 clusters Score -1.128059e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -11280624.000000 Penalty: 3690.776855
	Iteration 24Q: 3 clusters Score -1.128062e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -11280616.000000 Penalty: 3690.776855
	Iteration 25Q: 3 clusters Score -1.128062e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -11280590.000000 Penalty: 3690.776855
	Iteration 26Q: 3 clusters Score -1.128059e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -11280585.000000 Penalty: 3690.776855
	Iteration 27Q: 3 clusters Score -1.128058e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -11280599.000000 Penalty: 3690.776855
	Iteration 28Q: 3 clusters Score -1.12806e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -11280591.000000 Penalty: 3690.776855
	Iteration 29Q: 3 clusters Score -1.128059e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -11280574.000000 Penalty: 3690.776855
	Iteration 30Q: 3 clusters Score -1.128057e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -11280555.000000 Penalty: 3690.776855
	Iteration 31Q: 3 clusters Score -1.128056e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11280566.000000 Penalty: 3690.776855
	Iteration 32Q: 3 clusters Score -1.128057e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -11280551.000000 Penalty: 3690.776855
	Iteration 33Q: 3 clusters Score -1.128055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -11280561.000000 Penalty: 3690.776855
	Iteration 34Q: 3 clusters Score -1.128056e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -11280566.000000 Penalty: 3690.776855
	Iteration 35Q: 3 clusters Score -1.128057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -11280547.000000 Penalty: 3690.776855
	Iteration 36Q: 3 clusters Score -1.128055e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -11280547.000000 Penalty: 3690.776855
	Iteration 37Q: 3 clusters Score -1.128055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -11280554.000000 Penalty: 3690.776855
	Iteration 38Q: 3 clusters Score -1.128055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11280545.000000 Penalty: 3690.776855
	Iteration 39Q: 3 clusters Score -1.128054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -11280543.000000 Penalty: 3690.776855
	Iteration 40F: 3 clusters Score -1.128054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11280547.000000 Penalty: 3690.776855
	Iteration 41Q: 3 clusters Score -1.128055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -11280539.000000 Penalty: 3690.776855
	Iteration 42Q: 3 clusters Score -1.128054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -11280545.000000 Penalty: 3690.776855
	Iteration 43Q: 3 clusters Score -1.128054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -11280553.000000 Penalty: 3690.776855
	Iteration 44Q: 3 clusters Score -1.128055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -11280535.000000 Penalty: 3690.776855
	Iteration 45Q: 3 clusters Score -1.128054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -11280538.000000 Penalty: 3690.776855
	Iteration 46Q: 3 clusters Score -1.128054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -11280537.000000 Penalty: 3690.776855
	Iteration 47Q: 3 clusters Score -1.128054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -11280516.000000 Penalty: 3690.776855
	Iteration 48Q: 3 clusters Score -1.128052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -11280523.000000 Penalty: 3690.776855
	Iteration 49Q: 3 clusters Score -1.128052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -11280532.000000 Penalty: 3690.776855
	Iteration 50Q: 3 clusters Score -1.128053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -11280530.000000 Penalty: 3690.776855
	Iteration 51Q: 3 clusters Score -1.128053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -11280526.000000 Penalty: 3690.776855
	Iteration 52Q: 3 clusters Score -1.128053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -11280532.000000 Penalty: 3690.776855
	Iteration 53Q: 3 clusters Score -1.128053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -11280519.000000 Penalty: 3690.776855
	Iteration 54Q: 3 clusters Score -1.128052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -11280528.000000 Penalty: 3690.776855
	Iteration 55Q: 3 clusters Score -1.128053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -11280531.000000 Penalty: 3690.776855
	Iteration 56Q: 3 clusters Score -1.128053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -11280522.000000 Penalty: 3690.776855
	Iteration 57Q: 3 clusters Score -1.128052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -11280533.000000 Penalty: 3690.776855
	Iteration 58Q: 3 clusters Score -1.128053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -11280533.000000 Penalty: 3690.776855
	Iteration 59Q: 3 clusters Score -1.128053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -11280530.000000 Penalty: 3690.776855
	Iteration 60F: 3 clusters Score -1.128053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -11280534.000000 Penalty: 3690.776855
	Iteration 61Q: 3 clusters Score -1.128053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -11280537.000000 Penalty: 3690.776855
	Iteration 62Q: 3 clusters Score -1.128054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -11280527.000000 Penalty: 3690.776855
	Iteration 63Q: 3 clusters Score -1.128053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -11280533.000000 Penalty: 3690.776855
	Iteration 64Q: 3 clusters Score -1.128053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -11280540.000000 Penalty: 3690.776855
	Iteration 65Q: 3 clusters Score -1.128054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -11280538.000000 Penalty: 3690.776855
	Iteration 66Q: 3 clusters Score -1.128054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -11280536.000000 Penalty: 3690.776855
	Iteration 67Q: 3 clusters Score -1.128054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -11280549.000000 Penalty: 3690.776855
	Iteration 68Q: 3 clusters Score -1.128055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -11280544.000000 Penalty: 3690.776855
	Iteration 69Q: 3 clusters Score -1.128054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -11280545.000000 Penalty: 3690.776855
	Iteration 70Q: 3 clusters Score -1.128054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -11280543.000000 Penalty: 3690.776855
	Iteration 71Q: 3 clusters Score -1.128054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -11280539.000000 Penalty: 3690.776855
	Iteration 72Q: 3 clusters Score -1.128054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -11280534.000000 Penalty: 3690.776855
	Iteration 73Q: 3 clusters Score -1.128053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -11280524.000000 Penalty: 3690.776855
	Iteration 74Q: 3 clusters Score -1.128052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -11280540.000000 Penalty: 3690.776855
	Iteration 75Q: 3 clusters Score -1.128054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -11280541.000000 Penalty: 3690.776855
	Iteration 76Q: 3 clusters Score -1.128054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -11280539.000000 Penalty: 3690.776855
	Iteration 77Q: 3 clusters Score -1.128054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -11280544.000000 Penalty: 3690.776855
	Iteration 78Q: 3 clusters Score -1.128054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -11280544.000000 Penalty: 3690.776855
	Iteration 79Q: 3 clusters Score -1.128054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -11280544.000000 Penalty: 3690.776855
	Iteration 80F: 3 clusters Score -1.128054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 70707 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 80394 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 871 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 1422 members 
Mstep: Class 36 contains 11404 members 
Mstep: Class 37 contains 5103 members 
Entering Unmasked Estep 
Score: -127721456.000000 Penalty: 83069.179688
Splitting cluster 23 changes total score from -127705776.000000 to -127721456.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (78614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Entering Unmasked Estep 
Score: -10355525.000000 Penalty: 1831.749634
	Iteration 0F: 2 clusters Score -1.035552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -10304935.000000 Penalty: 3663.499268
	Iteration 0F: 3 clusters Score -1.030494e+07 nChanged 37421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -10326360.000000 Penalty: 3663.499268
	Iteration 1F: 3 clusters Score -1.032636e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -10326919.000000 Penalty: 3663.499268
	Iteration 2Q: 3 clusters Score -1.032692e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -10327362.000000 Penalty: 3663.499268
	Iteration 3Q: 3 clusters Score -1.032736e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -10327865.000000 Penalty: 3663.499268
	Iteration 4Q: 3 clusters Score -1.032786e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -10328708.000000 Penalty: 3663.499268
	Iteration 5Q: 3 clusters Score -1.032871e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -10329894.000000 Penalty: 3663.499268
	Iteration 6Q: 3 clusters Score -1.032989e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10331681.000000 Penalty: 3663.499268
	Iteration 7F: 3 clusters Score -1.033168e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -10334914.000000 Penalty: 3663.499268
	Iteration 8F: 3 clusters Score -1.033491e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -10339524.000000 Penalty: 3663.499268
	Iteration 9F: 3 clusters Score -1.033952e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -10344683.000000 Penalty: 3663.499268
	Iteration 10F: 3 clusters Score -1.034468e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -10348653.000000 Penalty: 3663.499268
	Iteration 11F: 3 clusters Score -1.034865e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -10350780.000000 Penalty: 3663.499268
	Iteration 12Q: 3 clusters Score -1.035078e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -10351970.000000 Penalty: 3663.499268
	Iteration 13Q: 3 clusters Score -1.035197e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10352699.000000 Penalty: 3663.499268
	Iteration 14Q: 3 clusters Score -1.03527e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10353141.000000 Penalty: 3663.499268
	Iteration 15Q: 3 clusters Score -1.035314e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10353412.000000 Penalty: 3663.499268
	Iteration 16Q: 3 clusters Score -1.035341e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10353519.000000 Penalty: 3663.499268
	Iteration 17Q: 3 clusters Score -1.035352e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10353644.000000 Penalty: 3663.499268
	Iteration 18Q: 3 clusters Score -1.035364e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10353700.000000 Penalty: 3663.499268
	Iteration 19Q: 3 clusters Score -1.03537e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10353736.000000 Penalty: 3663.499268
	Iteration 20F: 3 clusters Score -1.035374e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10353783.000000 Penalty: 3663.499268
	Iteration 21Q: 3 clusters Score -1.035378e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10353829.000000 Penalty: 3663.499268
	Iteration 22Q: 3 clusters Score -1.035383e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10353869.000000 Penalty: 3663.499268
	Iteration 23Q: 3 clusters Score -1.035387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10353909.000000 Penalty: 3663.499268
	Iteration 24Q: 3 clusters Score -1.035391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10353934.000000 Penalty: 3663.499268
	Iteration 25Q: 3 clusters Score -1.035393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10353958.000000 Penalty: 3663.499268
	Iteration 26Q: 3 clusters Score -1.035396e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10353962.000000 Penalty: 3663.499268
	Iteration 27Q: 3 clusters Score -1.035396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10353971.000000 Penalty: 3663.499268
	Iteration 28Q: 3 clusters Score -1.035397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10353982.000000 Penalty: 3663.499268
	Iteration 29Q: 3 clusters Score -1.035398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10353999.000000 Penalty: 3663.499268
	Iteration 30Q: 3 clusters Score -1.0354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10354009.000000 Penalty: 3663.499268
	Iteration 31Q: 3 clusters Score -1.035401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10354003.000000 Penalty: 3663.499268
	Iteration 32Q: 3 clusters Score -1.0354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10354009.000000 Penalty: 3663.499268
	Iteration 33Q: 3 clusters Score -1.035401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10354013.000000 Penalty: 3663.499268
	Iteration 34Q: 3 clusters Score -1.035401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10354022.000000 Penalty: 3663.499268
	Iteration 35Q: 3 clusters Score -1.035402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10354021.000000 Penalty: 3663.499268
	Iteration 36Q: 3 clusters Score -1.035402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10354022.000000 Penalty: 3663.499268
	Iteration 37Q: 3 clusters Score -1.035402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10354028.000000 Penalty: 3663.499268
	Iteration 38Q: 3 clusters Score -1.035403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10354028.000000 Penalty: 3663.499268
	Iteration 39Q: 3 clusters Score -1.035403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10354020.000000 Penalty: 3663.499268
	Iteration 40F: 3 clusters Score -1.035402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10354026.000000 Penalty: 3663.499268
	Iteration 41Q: 3 clusters Score -1.035403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10354024.000000 Penalty: 3663.499268
	Iteration 42Q: 3 clusters Score -1.035402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10354029.000000 Penalty: 3663.499268
	Iteration 43Q: 3 clusters Score -1.035403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10354028.000000 Penalty: 3663.499268
	Iteration 44Q: 3 clusters Score -1.035403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10354028.000000 Penalty: 3663.499268
	Iteration 45F: 3 clusters Score -1.035403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -352532.218750 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -352532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -349891.531250 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -349891.5 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -350682.937500 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -350682.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -350993.593750 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -350993.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -351232.000000 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -351232 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -351382.812500 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -351382.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -351469.187500 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -351469.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -351535.843750 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -351535.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -351597.750000 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -351597.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -351639.218750 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -351639.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -351675.437500 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -351675.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -351716.093750 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -351716.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -351739.750000 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -351739.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -351759.406250 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -351759.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -351776.187500 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -351776.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -351790.437500 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -351790.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -351807.125000 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -351807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -351818.875000 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -351818.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -351828.375000 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -351828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -351831.468750 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -351831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -351837.156250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -351837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -351842.062500 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -351842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -351846.437500 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -351846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -351852.843750 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -351852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -351856.562500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -351856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -351860.656250 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -351860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -351863.593750 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -351863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -351864.437500 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -351864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -351864.593750 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -351864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -351865.593750 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -351865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -351865.718750 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -351865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -351866.406250 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -351866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -351866.906250 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -351866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -351867.250000 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -351867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -351867.250000 Penalty: 2592.281982
	Iteration 33F: 3 clusters Score -351867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87718.570312 Penalty: 1100.066772
	Iteration 0F: 2 clusters Score -87718.57 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 430 members 
Entering Unmasked Estep 
Score: -86737.523438 Penalty: 2200.133545
	Iteration 0F: 3 clusters Score -86737.52 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87939.257812 Penalty: 2200.133545
	Iteration 1F: 3 clusters Score -87939.26 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88548.320312 Penalty: 2200.133545
	Iteration 2F: 3 clusters Score -88548.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88701.476562 Penalty: 2200.133545
	Iteration 3Q: 3 clusters Score -88701.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -88751.281250 Penalty: 2200.133545
	Iteration 4Q: 3 clusters Score -88751.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -88787.062500 Penalty: 2200.133545
	Iteration 5Q: 3 clusters Score -88787.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88855.187500 Penalty: 2200.133545
	Iteration 6Q: 3 clusters Score -88855.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88858.242188 Penalty: 2200.133545
	Iteration 7Q: 3 clusters Score -88858.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88863.679688 Penalty: 2200.133545
	Iteration 8Q: 3 clusters Score -88863.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88864.406250 Penalty: 2200.133545
	Iteration 9Q: 3 clusters Score -88864.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88865.078125 Penalty: 2200.133545
	Iteration 10F: 3 clusters Score -88865.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88866.531250 Penalty: 2200.133545
	Iteration 11Q: 3 clusters Score -88866.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88868.140625 Penalty: 2200.133545
	Iteration 12Q: 3 clusters Score -88868.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -88868.140625 Penalty: 2200.133545
	Iteration 13F: 3 clusters Score -88868.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 70707 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 80394 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 169 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Mstep: Class 29 contains 51137 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 68659 members 
Mstep: Class 32 contains 32778 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 4005 members 
Mstep: Class 35 contains 1422 members 
Mstep: Class 36 contains 11404 members 
Mstep: Class 37 contains 5103 members 
Mstep: Class 38 contains 702 members 
Entering Unmasked Estep 
Score: -127721104.000000 Penalty: 85314.296875
Splitting cluster 26 changes total score from -127705776.000000 to -127721104.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -365994.625000 Penalty: 1284.154175
	Iteration 0F: 2 clusters Score -365994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -363479.718750 Penalty: 2568.308350
	Iteration 0F: 3 clusters Score -363479.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -364038.093750 Penalty: 2568.308350
	Iteration 1F: 3 clusters Score -364038.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364172.812500 Penalty: 2568.308350
	Iteration 2F: 3 clusters Score -364172.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -364241.531250 Penalty: 2568.308350
	Iteration 3F: 3 clusters Score -364241.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -364273.812500 Penalty: 2568.308350
	Iteration 4Q: 3 clusters Score -364273.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -364293.031250 Penalty: 2568.308350
	Iteration 5Q: 3 clusters Score -364293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -364309.031250 Penalty: 2568.308350
	Iteration 6Q: 3 clusters Score -364309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -364321.437500 Penalty: 2568.308350
	Iteration 7Q: 3 clusters Score -364321.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -364333.093750 Penalty: 2568.308350
	Iteration 8Q: 3 clusters Score -364333.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -364342.968750 Penalty: 2568.308350
	Iteration 9Q: 3 clusters Score -364343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -364349.750000 Penalty: 2568.308350
	Iteration 10Q: 3 clusters Score -364349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364355.468750 Penalty: 2568.308350
	Iteration 11Q: 3 clusters Score -364355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -364360.968750 Penalty: 2568.308350
	Iteration 12Q: 3 clusters Score -364361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -364364.750000 Penalty: 2568.308350
	Iteration 13Q: 3 clusters Score -364364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -364368.625000 Penalty: 2568.308350
	Iteration 14Q: 3 clusters Score -364368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -364372.781250 Penalty: 2568.308350
	Iteration 15Q: 3 clusters Score -364372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -364376.281250 Penalty: 2568.308350
	Iteration 16Q: 3 clusters Score -364376.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -364381.187500 Penalty: 2568.308350
	Iteration 17Q: 3 clusters Score -364381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -364383.093750 Penalty: 2568.308350
	Iteration 18Q: 3 clusters Score -364383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -364385.375000 Penalty: 2568.308350
	Iteration 19Q: 3 clusters Score -364385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -364388.593750 Penalty: 2568.308350
	Iteration 20F: 3 clusters Score -364388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -364391.281250 Penalty: 2568.308350
	Iteration 21Q: 3 clusters Score -364391.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -364393.406250 Penalty: 2568.308350
	Iteration 22Q: 3 clusters Score -364393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -364395.250000 Penalty: 2568.308350
	Iteration 23Q: 3 clusters Score -364395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -364397.718750 Penalty: 2568.308350
	Iteration 24Q: 3 clusters Score -364397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -364399.687500 Penalty: 2568.308350
	Iteration 25Q: 3 clusters Score -364399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -364400.281250 Penalty: 2568.308350
	Iteration 26Q: 3 clusters Score -364400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -364400.187500 Penalty: 2568.308350
	Iteration 27Q: 3 clusters Score -364400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -364401.968750 Penalty: 2568.308350
	Iteration 28Q: 3 clusters Score -364402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -364401.718750 Penalty: 2568.308350
	Iteration 29Q: 3 clusters Score -364401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -364402.218750 Penalty: 2568.308350
	Iteration 30Q: 3 clusters Score -364402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -364402.218750 Penalty: 2568.308350
	Iteration 31F: 3 clusters Score -364402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (55193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Entering Unmasked Estep 
Score: -6957876.000000 Penalty: 1774.271118
	Iteration 0F: 2 clusters Score -6957876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -6921019.500000 Penalty: 3548.542236
	Iteration 0F: 3 clusters Score -6921020 nChanged 25964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6935914.000000 Penalty: 3548.542236
	Iteration 1F: 3 clusters Score -6935914 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -6936511.000000 Penalty: 3548.542236
	Iteration 2Q: 3 clusters Score -6936511 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -6937303.500000 Penalty: 3548.542236
	Iteration 3Q: 3 clusters Score -6937304 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6938540.000000 Penalty: 3548.542236
	Iteration 4Q: 3 clusters Score -6938540 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -6940505.500000 Penalty: 3548.542236
	Iteration 5F: 3 clusters Score -6940506 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -6943579.000000 Penalty: 3548.542236
	Iteration 6F: 3 clusters Score -6943579 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -6947644.000000 Penalty: 3548.542236
	Iteration 7F: 3 clusters Score -6947644 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6951655.000000 Penalty: 3548.542236
	Iteration 8F: 3 clusters Score -6951655 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -6954203.000000 Penalty: 3548.542236
	Iteration 9Q: 3 clusters Score -6954203 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -6955482.000000 Penalty: 3548.542236
	Iteration 10Q: 3 clusters Score -6955482 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -6955947.500000 Penalty: 3548.542236
	Iteration 11Q: 3 clusters Score -6955948 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -6956135.500000 Penalty: 3548.542236
	Iteration 12Q: 3 clusters Score -6956136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -6956237.500000 Penalty: 3548.542236
	Iteration 13Q: 3 clusters Score -6956238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -6956289.500000 Penalty: 3548.542236
	Iteration 14Q: 3 clusters Score -6956290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -6956338.500000 Penalty: 3548.542236
	Iteration 15Q: 3 clusters Score -6956338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -6956364.500000 Penalty: 3548.542236
	Iteration 16Q: 3 clusters Score -6956364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -6956385.500000 Penalty: 3548.542236
	Iteration 17Q: 3 clusters Score -6956386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6956386.500000 Penalty: 3548.542236
	Iteration 18Q: 3 clusters Score -6956386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6956388.500000 Penalty: 3548.542236
	Iteration 19Q: 3 clusters Score -6956388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -6956389.500000 Penalty: 3548.542236
	Iteration 20F: 3 clusters Score -6956390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -6956391.000000 Penalty: 3548.542236
	Iteration 21Q: 3 clusters Score -6956391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -6956400.000000 Penalty: 3548.542236
	Iteration 22Q: 3 clusters Score -6956400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -6956402.500000 Penalty: 3548.542236
	Iteration 23Q: 3 clusters Score -6956402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -6956410.500000 Penalty: 3548.542236
	Iteration 24Q: 3 clusters Score -6956410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -6956410.500000 Penalty: 3548.542236
	Iteration 25F: 3 clusters Score -6956410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 60912 members 
Mstep: Class 5 contains 50269 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27295 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 27902 members 
Mstep: Class 10 contains 71670 members 
Mstep: Class 11 contains 69006 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 47412 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 17281 members 
Mstep: Class 17 contains 27324 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 70707 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 80394 members 
Mstep: Class 24 contains 78614 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 169 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 55193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127732280.000000 Penalty: 85314.296875
Iteration 79Q: 39 clusters Score -1.277323e+08 nChanged 29570
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 6143 members 
Mstep: Class 3 contains 22933 members 
Mstep: Class 4 contains 60134 members 
Mstep: Class 5 contains 54427 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 27180 members 
Mstep: Class 8 contains 4499 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 72193 members 
Mstep: Class 11 contains 71418 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 47049 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 17143 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 49536 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 68838 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 82262 members 
Mstep: Class 24 contains 79185 members 
Mstep: Class 25 contains 2916 members 
Mstep: Class 26 contains 173 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 55384 members 
Mstep: Class 29 contains 48366 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 66059 members 
Mstep: Class 32 contains 32020 members 
Mstep: Class 33 contains 2573 members 
Mstep: Class 34 contains 3979 members 
Mstep: Class 35 contains 1463 members 
Mstep: Class 36 contains 11048 members 
Mstep: Class 37 contains 5018 members 
Mstep: Class 38 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127741416.000000 Penalty: 85314.296875
Iteration 80F: 39 clusters Score -1.277414e+08 nChanged 25887
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 6125 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 58476 members 
Mstep: Class 5 contains 57794 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 26971 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 28219 members 
Mstep: Class 10 contains 71426 members 
Mstep: Class 11 contains 72605 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 45789 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 16762 members 
Mstep: Class 17 contains 28459 members 
Mstep: Class 18 contains 46754 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 66542 members 
Mstep: Class 21 contains 159 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 83340 members 
Mstep: Class 24 contains 78429 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 179 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 54146 members 
Mstep: Class 29 contains 49682 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 67910 members 
Mstep: Class 32 contains 33673 members 
Mstep: Class 33 contains 2609 members 
Mstep: Class 34 contains 4398 members 
Mstep: Class 35 contains 1586 members 
Mstep: Class 36 contains 11382 members 
Mstep: Class 37 contains 5269 members 
Mstep: Class 38 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127745784.000000 Penalty: 85314.296875
Iteration 81Q: 39 clusters Score -1.277458e+08 nChanged 18830
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 57020 members 
Mstep: Class 5 contains 61127 members 
Mstep: Class 6 contains 573 members 
Mstep: Class 7 contains 26892 members 
Mstep: Class 8 contains 4618 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 70967 members 
Mstep: Class 11 contains 73796 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 44661 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 16426 members 
Mstep: Class 17 contains 28918 members 
Mstep: Class 18 contains 44208 members 
Mstep: Class 19 contains 3120 members 
Mstep: Class 20 contains 64232 members 
Mstep: Class 21 contains 151 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 84175 members 
Mstep: Class 24 contains 77832 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 53171 members 
Mstep: Class 29 contains 50792 members 
Mstep: Class 30 contains 3908 members 
Mstep: Class 31 contains 69254 members 
Mstep: Class 32 contains 34966 members 
Mstep: Class 33 contains 2626 members 
Mstep: Class 34 contains 4525 members 
Mstep: Class 35 contains 1638 members 
Mstep: Class 36 contains 11593 members 
Mstep: Class 37 contains 5370 members 
Mstep: Class 38 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748344.000000 Penalty: 85314.296875
Iteration 82Q: 39 clusters Score -1.277483e+08 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 22343 members 
Mstep: Class 4 contains 55707 members 
Mstep: Class 5 contains 64371 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 26949 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 28569 members 
Mstep: Class 10 contains 70623 members 
Mstep: Class 11 contains 74951 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 43617 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 16139 members 
Mstep: Class 17 contains 29384 members 
Mstep: Class 18 contains 41789 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 61716 members 
Mstep: Class 21 contains 150 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 84733 members 
Mstep: Class 24 contains 77159 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 1940 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 52078 members 
Mstep: Class 30 contains 3963 members 
Mstep: Class 31 contains 70373 members 
Mstep: Class 32 contains 36212 members 
Mstep: Class 33 contains 2640 members 
Mstep: Class 34 contains 4572 members 
Mstep: Class 35 contains 1675 members 
Mstep: Class 36 contains 11766 members 
Mstep: Class 37 contains 5418 members 
Mstep: Class 38 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749568.000000 Penalty: 85314.296875
Iteration 83Q: 39 clusters Score -1.277496e+08 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 22248 members 
Mstep: Class 4 contains 54515 members 
Mstep: Class 5 contains 67541 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 27101 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 28853 members 
Mstep: Class 10 contains 70376 members 
Mstep: Class 11 contains 75997 members 
Mstep: Class 12 contains 4074 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 42619 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 15909 members 
Mstep: Class 17 contains 29817 members 
Mstep: Class 18 contains 39633 members 
Mstep: Class 19 contains 3007 members 
Mstep: Class 20 contains 58792 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 85064 members 
Mstep: Class 24 contains 76467 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 189 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 51657 members 
Mstep: Class 29 contains 53678 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 71400 members 
Mstep: Class 32 contains 37355 members 
Mstep: Class 33 contains 2651 members 
Mstep: Class 34 contains 4594 members 
Mstep: Class 35 contains 1714 members 
Mstep: Class 36 contains 11895 members 
Mstep: Class 37 contains 5443 members 
Mstep: Class 38 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 2145.202393 but Gain 2245.117188
Score: -127750408.000000 Penalty: 83069.179688
Iteration 84Q: 38 clusters Score -1.277504e+08 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 22193 members 
Mstep: Class 4 contains 53658 members 
Mstep: Class 5 contains 70624 members 
Mstep: Class 6 contains 560 members 
Mstep: Class 7 contains 27259 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 29167 members 
Mstep: Class 10 contains 70189 members 
Mstep: Class 11 contains 77064 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 41641 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 15977 members 
Mstep: Class 17 contains 30807 members 
Mstep: Class 18 contains 37715 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 55546 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 85325 members 
Mstep: Class 24 contains 75739 members 
Mstep: Class 25 contains 2939 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 28 contains 51109 members 
Mstep: Class 29 contains 55547 members 
Mstep: Class 30 contains 4042 members 
Mstep: Class 31 contains 72655 members 
Mstep: Class 32 contains 38430 members 
Mstep: Class 33 contains 2657 members 
Mstep: Class 34 contains 4616 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 11984 members 
Mstep: Class 37 contains 5431 members 
Mstep: Class 38 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752112.000000 Penalty: 83069.179688
Iteration 85Q: 38 clusters Score -1.277521e+08 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 6048 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 52691 members 
Mstep: Class 5 contains 73373 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 27424 members 
Mstep: Class 8 contains 4664 members 
Mstep: Class 9 contains 29545 members 
Mstep: Class 10 contains 69953 members 
Mstep: Class 11 contains 77748 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 40708 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 16 contains 15883 members 
Mstep: Class 17 contains 31280 members 
Mstep: Class 18 contains 35925 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 52191 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 899 members 
Mstep: Class 23 contains 85474 members 
Mstep: Class 24 contains 75064 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 28 contains 50546 members 
Mstep: Class 29 contains 57665 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 73532 members 
Mstep: Class 32 contains 39414 members 
Mstep: Class 33 contains 2670 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 1798 members 
Mstep: Class 36 contains 12052 members 
Mstep: Class 37 contains 5410 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752576.000000 Penalty: 83069.179688
Iteration 86Q: 38 clusters Score -1.277526e+08 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 22074 members 
Mstep: Class 4 contains 51773 members 
Mstep: Class 5 contains 75850 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 27655 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 29978 members 
Mstep: Class 10 contains 69707 members 
Mstep: Class 11 contains 78361 members 
Mstep: Class 12 contains 3923 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 39807 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 15809 members 
Mstep: Class 17 contains 31627 members 
Mstep: Class 18 contains 34297 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 48952 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 85551 members 
Mstep: Class 24 contains 74308 members 
Mstep: Class 25 contains 2953 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 50088 members 
Mstep: Class 29 contains 59804 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 74358 members 
Mstep: Class 32 contains 40398 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 4642 members 
Mstep: Class 35 contains 1895 members 
Mstep: Class 36 contains 12076 members 
Mstep: Class 37 contains 5391 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752184.000000 Penalty: 83069.179688
Iteration 87Q: 38 clusters Score -1.277522e+08 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 22029 members 
Mstep: Class 4 contains 50939 members 
Mstep: Class 5 contains 77816 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 30345 members 
Mstep: Class 10 contains 69385 members 
Mstep: Class 11 contains 78877 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 4658 members 
Mstep: Class 14 contains 38946 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 15798 members 
Mstep: Class 17 contains 32023 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 46148 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 85583 members 
Mstep: Class 24 contains 73494 members 
Mstep: Class 25 contains 2956 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 49678 members 
Mstep: Class 29 contains 61941 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 75146 members 
Mstep: Class 32 contains 41308 members 
Mstep: Class 33 contains 2681 members 
Mstep: Class 34 contains 4648 members 
Mstep: Class 35 contains 2009 members 
Mstep: Class 36 contains 12110 members 
Mstep: Class 37 contains 5362 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127751976.000000 Penalty: 83069.179688
Iteration 88Q: 38 clusters Score -1.27752e+08 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 5975 members 
Mstep: Class 3 contains 22004 members 
Mstep: Class 4 contains 50113 members 
Mstep: Class 5 contains 79164 members 
Mstep: Class 6 contains 543 members 
Mstep: Class 7 contains 28175 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 30688 members 
Mstep: Class 10 contains 69090 members 
Mstep: Class 11 contains 79319 members 
Mstep: Class 12 contains 3828 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 38183 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 16 contains 15824 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 31654 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 43897 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 85519 members 
Mstep: Class 24 contains 72728 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 49361 members 
Mstep: Class 29 contains 64062 members 
Mstep: Class 30 contains 4160 members 
Mstep: Class 31 contains 75920 members 
Mstep: Class 32 contains 42115 members 
Mstep: Class 33 contains 2687 members 
Mstep: Class 34 contains 4650 members 
Mstep: Class 35 contains 2124 members 
Mstep: Class 36 contains 12138 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127751400.000000 Penalty: 83069.179688
Iteration 89Q: 38 clusters Score -1.277514e+08 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 21984 members 
Mstep: Class 4 contains 49322 members 
Mstep: Class 5 contains 79921 members 
Mstep: Class 6 contains 541 members 
Mstep: Class 7 contains 28493 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 31010 members 
Mstep: Class 10 contains 68822 members 
Mstep: Class 11 contains 79674 members 
Mstep: Class 12 contains 3786 members 
Mstep: Class 13 contains 4793 members 
Mstep: Class 14 contains 37469 members 
Mstep: Class 15 contains 2020 members 
Mstep: Class 16 contains 15899 members 
Mstep: Class 17 contains 32630 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 42161 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 85450 members 
Mstep: Class 24 contains 72027 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 49123 members 
Mstep: Class 29 contains 66177 members 
Mstep: Class 30 contains 4183 members 
Mstep: Class 31 contains 76634 members 
Mstep: Class 32 contains 42808 members 
Mstep: Class 33 contains 2691 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 2224 members 
Mstep: Class 36 contains 12148 members 
Mstep: Class 37 contains 5283 members 
Mstep: Class 38 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750784.000000 Penalty: 83069.179688
Iteration 90Q: 38 clusters Score -1.277508e+08 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 48551 members 
Mstep: Class 5 contains 80329 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 28850 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 31366 members 
Mstep: Class 10 contains 68621 members 
Mstep: Class 11 contains 79887 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 4839 members 
Mstep: Class 14 contains 36856 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 15964 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 29509 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 40764 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 85355 members 
Mstep: Class 24 contains 71351 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48905 members 
Mstep: Class 29 contains 68183 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 77234 members 
Mstep: Class 32 contains 43481 members 
Mstep: Class 33 contains 2694 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 12166 members 
Mstep: Class 37 contains 5252 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750584.000000 Penalty: 83069.179688
Iteration 91Q: 38 clusters Score -1.277506e+08 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 3 contains 21982 members 
Mstep: Class 4 contains 47792 members 
Mstep: Class 5 contains 80363 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 29257 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 31687 members 
Mstep: Class 10 contains 68503 members 
Mstep: Class 11 contains 80039 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 36314 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 16109 members 
Mstep: Class 17 contains 33094 members 
Mstep: Class 18 contains 28651 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 39634 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 85153 members 
Mstep: Class 24 contains 70692 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48720 members 
Mstep: Class 29 contains 70153 members 
Mstep: Class 30 contains 4209 members 
Mstep: Class 31 contains 77814 members 
Mstep: Class 32 contains 44055 members 
Mstep: Class 33 contains 2700 members 
Mstep: Class 34 contains 4657 members 
Mstep: Class 35 contains 2420 members 
Mstep: Class 36 contains 12182 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750112.000000 Penalty: 83069.179688
Iteration 92Q: 38 clusters Score -1.277501e+08 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 5844 members 
Mstep: Class 3 contains 21981 members 
Mstep: Class 4 contains 47121 members 
Mstep: Class 5 contains 80248 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29693 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 31968 members 
Mstep: Class 10 contains 68401 members 
Mstep: Class 11 contains 80170 members 
Mstep: Class 12 contains 3687 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 35793 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 16190 members 
Mstep: Class 17 contains 33368 members 
Mstep: Class 18 contains 27920 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 38679 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 928 members 
Mstep: Class 23 contains 84953 members 
Mstep: Class 24 contains 70045 members 
Mstep: Class 25 contains 2974 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48568 members 
Mstep: Class 29 contains 71920 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 78328 members 
Mstep: Class 32 contains 44622 members 
Mstep: Class 33 contains 2705 members 
Mstep: Class 34 contains 4656 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 5205 members 
Mstep: Class 38 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749880.000000 Penalty: 83069.179688
Iteration 93Q: 38 clusters Score -1.277499e+08 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 5818 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 46443 members 
Mstep: Class 5 contains 79936 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 30158 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 32240 members 
Mstep: Class 10 contains 68306 members 
Mstep: Class 11 contains 80286 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 35316 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 16283 members 
Mstep: Class 17 contains 33714 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 37906 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 84657 members 
Mstep: Class 24 contains 69422 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48506 members 
Mstep: Class 29 contains 73641 members 
Mstep: Class 30 contains 4236 members 
Mstep: Class 31 contains 78802 members 
Mstep: Class 32 contains 45163 members 
Mstep: Class 33 contains 2704 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 2592 members 
Mstep: Class 36 contains 12188 members 
Mstep: Class 37 contains 5175 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749952.000000 Penalty: 83069.179688
Iteration 94Q: 38 clusters Score -1.2775e+08 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 45772 members 
Mstep: Class 5 contains 79468 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 30695 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 32472 members 
Mstep: Class 10 contains 68254 members 
Mstep: Class 11 contains 80423 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 34842 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 16 contains 16330 members 
Mstep: Class 17 contains 33987 members 
Mstep: Class 18 contains 26550 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 37251 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 84399 members 
Mstep: Class 24 contains 68802 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48470 members 
Mstep: Class 29 contains 75424 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 79215 members 
Mstep: Class 32 contains 45640 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 4647 members 
Mstep: Class 35 contains 2656 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 5140 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749832.000000 Penalty: 83069.179688
Iteration 95Q: 38 clusters Score -1.277498e+08 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 5775 members 
Mstep: Class 3 contains 21974 members 
Mstep: Class 4 contains 45132 members 
Mstep: Class 5 contains 78842 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 31222 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 32724 members 
Mstep: Class 10 contains 68238 members 
Mstep: Class 11 contains 80535 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 34392 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 34229 members 
Mstep: Class 18 contains 25930 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 36739 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 84103 members 
Mstep: Class 24 contains 68199 members 
Mstep: Class 25 contains 2972 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48437 members 
Mstep: Class 29 contains 77191 members 
Mstep: Class 30 contains 4266 members 
Mstep: Class 31 contains 79646 members 
Mstep: Class 32 contains 46089 members 
Mstep: Class 33 contains 2710 members 
Mstep: Class 34 contains 4650 members 
Mstep: Class 35 contains 2702 members 
Mstep: Class 36 contains 12202 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750000.000000 Penalty: 83069.179688
Iteration 96Q: 38 clusters Score -1.2775e+08 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 21983 members 
Mstep: Class 4 contains 44464 members 
Mstep: Class 5 contains 78205 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 31841 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 32881 members 
Mstep: Class 10 contains 68250 members 
Mstep: Class 11 contains 80708 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 33969 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 16342 members 
Mstep: Class 17 contains 34450 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 2676 members 
Mstep: Class 20 contains 36235 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 83814 members 
Mstep: Class 24 contains 67532 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48381 members 
Mstep: Class 29 contains 78913 members 
Mstep: Class 30 contains 4274 members 
Mstep: Class 31 contains 80072 members 
Mstep: Class 32 contains 46515 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 4655 members 
Mstep: Class 35 contains 2749 members 
Mstep: Class 36 contains 12220 members 
Mstep: Class 37 contains 5087 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749672.000000 Penalty: 83069.179688
Iteration 97Q: 38 clusters Score -1.277497e+08 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 21983 members 
Mstep: Class 4 contains 43806 members 
Mstep: Class 5 contains 77460 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 32417 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 33010 members 
Mstep: Class 10 contains 68265 members 
Mstep: Class 11 contains 80917 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 33602 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 34648 members 
Mstep: Class 18 contains 24873 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 35768 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 83534 members 
Mstep: Class 24 contains 66861 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48368 members 
Mstep: Class 29 contains 80687 members 
Mstep: Class 30 contains 4280 members 
Mstep: Class 31 contains 80459 members 
Mstep: Class 32 contains 46936 members 
Mstep: Class 33 contains 2719 members 
Mstep: Class 34 contains 4658 members 
Mstep: Class 35 contains 2800 members 
Mstep: Class 36 contains 12229 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749296.000000 Penalty: 83069.179688
Iteration 98Q: 38 clusters Score -1.277493e+08 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 21990 members 
Mstep: Class 4 contains 43125 members 
Mstep: Class 5 contains 76641 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 33009 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 33122 members 
Mstep: Class 10 contains 68302 members 
Mstep: Class 11 contains 81150 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 33270 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 34829 members 
Mstep: Class 18 contains 24421 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 35338 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 83229 members 
Mstep: Class 24 contains 66262 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48376 members 
Mstep: Class 29 contains 82476 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 80863 members 
Mstep: Class 32 contains 47226 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 4668 members 
Mstep: Class 35 contains 2854 members 
Mstep: Class 36 contains 12217 members 
Mstep: Class 37 contains 5041 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749408.000000 Penalty: 83069.179688
Iteration 99Q: 38 clusters Score -1.277494e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 5770 members 
Mstep: Class 3 contains 21992 members 
Mstep: Class 4 contains 42452 members 
Mstep: Class 5 contains 75821 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 33635 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 33256 members 
Mstep: Class 10 contains 68295 members 
Mstep: Class 11 contains 81300 members 
Mstep: Class 12 contains 3547 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 32977 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 16171 members 
Mstep: Class 17 contains 34978 members 
Mstep: Class 18 contains 23986 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 35002 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 82972 members 
Mstep: Class 24 contains 65657 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 28 contains 48433 members 
Mstep: Class 29 contains 84228 members 
Mstep: Class 30 contains 4285 members 
Mstep: Class 31 contains 81189 members 
Mstep: Class 32 contains 47540 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 4674 members 
Mstep: Class 35 contains 2909 members 
Mstep: Class 36 contains 12203 members 
Mstep: Class 37 contains 5016 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750816.000000 Penalty: 83069.179688
Iteration 100F: 38 clusters Score -1.277508e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 41762 members 
Mstep: Class 5 contains 78446 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 34280 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 33335 members 
Mstep: Class 10 contains 68269 members 
Mstep: Class 11 contains 81378 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 32679 members 
Mstep: Class 15 contains 2124 members 
Mstep: Class 16 contains 16218 members 
Mstep: Class 17 contains 35123 members 
Mstep: Class 18 contains 23506 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 82720 members 
Mstep: Class 24 contains 64849 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 203 members 
Mstep: Class 28 contains 48495 members 
Mstep: Class 29 contains 85953 members 
Mstep: Class 30 contains 4288 members 
Mstep: Class 31 contains 81472 members 
Mstep: Class 32 contains 48064 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 4676 members 
Mstep: Class 35 contains 2957 members 
Mstep: Class 36 contains 12178 members 
Mstep: Class 37 contains 5005 members 
Mstep: Class 38 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750080.000000 Penalty: 83069.179688
Iteration 101Q: 38 clusters Score -1.277501e+08 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 21995 members 
Mstep: Class 4 contains 41151 members 
Mstep: Class 5 contains 80505 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 33439 members 
Mstep: Class 10 contains 68241 members 
Mstep: Class 11 contains 81467 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5228 members 
Mstep: Class 14 contains 32378 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 16236 members 
Mstep: Class 17 contains 35265 members 
Mstep: Class 18 contains 23051 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 28271 members 
Mstep: Class 21 contains 129 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 82497 members 
Mstep: Class 24 contains 64146 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 48565 members 
Mstep: Class 29 contains 87584 members 
Mstep: Class 30 contains 4292 members 
Mstep: Class 31 contains 81728 members 
Mstep: Class 32 contains 48474 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4683 members 
Mstep: Class 35 contains 3004 members 
Mstep: Class 36 contains 12147 members 
Mstep: Class 37 contains 4995 members 
Mstep: Class 38 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749408.000000 Penalty: 83069.179688
Iteration 102Q: 38 clusters Score -1.277494e+08 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 21992 members 
Mstep: Class 4 contains 40451 members 
Mstep: Class 5 contains 82351 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 35430 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 33519 members 
Mstep: Class 10 contains 68230 members 
Mstep: Class 11 contains 81473 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 5289 members 
Mstep: Class 14 contains 32097 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 16251 members 
Mstep: Class 17 contains 35451 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 25645 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 82287 members 
Mstep: Class 24 contains 63547 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 48645 members 
Mstep: Class 29 contains 88950 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 81971 members 
Mstep: Class 32 contains 48861 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 4697 members 
Mstep: Class 35 contains 3032 members 
Mstep: Class 36 contains 12119 members 
Mstep: Class 37 contains 4983 members 
Mstep: Class 38 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748584.000000 Penalty: 83069.179688
Iteration 103Q: 38 clusters Score -1.277486e+08 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 21982 members 
Mstep: Class 4 contains 39824 members 
Mstep: Class 5 contains 83984 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 36016 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 33598 members 
Mstep: Class 10 contains 68205 members 
Mstep: Class 11 contains 81428 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 31816 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 35653 members 
Mstep: Class 18 contains 22344 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 23596 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 82076 members 
Mstep: Class 24 contains 63026 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 48728 members 
Mstep: Class 29 contains 89893 members 
Mstep: Class 30 contains 4301 members 
Mstep: Class 31 contains 82154 members 
Mstep: Class 32 contains 49231 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 4703 members 
Mstep: Class 35 contains 3059 members 
Mstep: Class 36 contains 12079 members 
Mstep: Class 37 contains 4967 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747992.000000 Penalty: 83069.179688
Iteration 104Q: 38 clusters Score -1.27748e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 5752 members 
Mstep: Class 3 contains 21972 members 
Mstep: Class 4 contains 39252 members 
Mstep: Class 5 contains 85610 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 36515 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 33702 members 
Mstep: Class 10 contains 68127 members 
Mstep: Class 11 contains 81376 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 5402 members 
Mstep: Class 14 contains 31554 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 16271 members 
Mstep: Class 17 contains 35857 members 
Mstep: Class 18 contains 22029 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 22005 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 81911 members 
Mstep: Class 24 contains 62521 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 48798 members 
Mstep: Class 29 contains 90423 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 82292 members 
Mstep: Class 32 contains 49620 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 4701 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 4950 members 
Mstep: Class 38 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747960.000000 Penalty: 83069.179688
Iteration 105Q: 38 clusters Score -1.27748e+08 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 21969 members 
Mstep: Class 4 contains 38649 members 
Mstep: Class 5 contains 87166 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 37010 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 33778 members 
Mstep: Class 10 contains 68044 members 
Mstep: Class 11 contains 81275 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5468 members 
Mstep: Class 14 contains 31309 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 36120 members 
Mstep: Class 18 contains 21768 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 20796 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 81736 members 
Mstep: Class 24 contains 62054 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 48916 members 
Mstep: Class 29 contains 90506 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 82459 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 4697 members 
Mstep: Class 35 contains 3091 members 
Mstep: Class 36 contains 12013 members 
Mstep: Class 37 contains 4935 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747440.000000 Penalty: 83069.179688
Iteration 106Q: 38 clusters Score -1.277474e+08 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 21975 members 
Mstep: Class 4 contains 38071 members 
Mstep: Class 5 contains 88681 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 37486 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 33859 members 
Mstep: Class 10 contains 67929 members 
Mstep: Class 11 contains 81162 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 14 contains 31078 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 16297 members 
Mstep: Class 17 contains 36401 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 19890 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 81525 members 
Mstep: Class 24 contains 61589 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 49089 members 
Mstep: Class 29 contains 90299 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 82584 members 
Mstep: Class 32 contains 50395 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4697 members 
Mstep: Class 35 contains 3099 members 
Mstep: Class 36 contains 11958 members 
Mstep: Class 37 contains 4932 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747184.000000 Penalty: 83069.179688
Iteration 107Q: 38 clusters Score -1.277472e+08 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 37524 members 
Mstep: Class 5 contains 90273 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 37978 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 33968 members 
Mstep: Class 10 contains 67830 members 
Mstep: Class 11 contains 81032 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 16307 members 
Mstep: Class 17 contains 36723 members 
Mstep: Class 18 contains 21234 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 19155 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 81292 members 
Mstep: Class 24 contains 61106 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 49254 members 
Mstep: Class 29 contains 89754 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 82688 members 
Mstep: Class 32 contains 50805 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 4699 members 
Mstep: Class 35 contains 3123 members 
Mstep: Class 36 contains 11892 members 
Mstep: Class 37 contains 4926 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746944.000000 Penalty: 83069.179688
Iteration 108Q: 38 clusters Score -1.277469e+08 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 21993 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 91855 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 38470 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 34076 members 
Mstep: Class 10 contains 67760 members 
Mstep: Class 11 contains 80942 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 5786 members 
Mstep: Class 14 contains 30617 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 16326 members 
Mstep: Class 17 contains 37037 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 18587 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 81074 members 
Mstep: Class 24 contains 60648 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 49431 members 
Mstep: Class 29 contains 89021 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 82781 members 
Mstep: Class 32 contains 51190 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 4705 members 
Mstep: Class 35 contains 3120 members 
Mstep: Class 36 contains 11825 members 
Mstep: Class 37 contains 4918 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747296.000000 Penalty: 83069.179688
Iteration 109Q: 38 clusters Score -1.277473e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 22005 members 
Mstep: Class 4 contains 36403 members 
Mstep: Class 5 contains 93320 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 38970 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 34172 members 
Mstep: Class 10 contains 67711 members 
Mstep: Class 11 contains 80918 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 5940 members 
Mstep: Class 14 contains 30418 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 16302 members 
Mstep: Class 17 contains 37375 members 
Mstep: Class 18 contains 20682 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 18200 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 80842 members 
Mstep: Class 24 contains 60116 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 49627 members 
Mstep: Class 29 contains 88178 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 82916 members 
Mstep: Class 32 contains 51584 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 4706 members 
Mstep: Class 35 contains 3102 members 
Mstep: Class 36 contains 11729 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747480.000000 Penalty: 83069.179688
Iteration 110Q: 38 clusters Score -1.277475e+08 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 22011 members 
Mstep: Class 4 contains 35804 members 
Mstep: Class 5 contains 94820 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 39385 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 34302 members 
Mstep: Class 10 contains 67648 members 
Mstep: Class 11 contains 80879 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 16269 members 
Mstep: Class 17 contains 37769 members 
Mstep: Class 18 contains 20452 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 17906 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 80662 members 
Mstep: Class 24 contains 59542 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 49798 members 
Mstep: Class 29 contains 87194 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 83110 members 
Mstep: Class 32 contains 51948 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 4705 members 
Mstep: Class 35 contains 3074 members 
Mstep: Class 36 contains 11645 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747952.000000 Penalty: 83069.179688
Iteration 111Q: 38 clusters Score -1.27748e+08 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 22033 members 
Mstep: Class 4 contains 35204 members 
Mstep: Class 5 contains 96435 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 39774 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 34425 members 
Mstep: Class 10 contains 67581 members 
Mstep: Class 11 contains 80858 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 16247 members 
Mstep: Class 17 contains 38123 members 
Mstep: Class 18 contains 20199 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 17703 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 80469 members 
Mstep: Class 24 contains 59001 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 49961 members 
Mstep: Class 29 contains 86030 members 
Mstep: Class 30 contains 4312 members 
Mstep: Class 31 contains 83366 members 
Mstep: Class 32 contains 52311 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 4713 members 
Mstep: Class 35 contains 3055 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 4892 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 38 clusters Score -1.277477e+08 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 22046 members 
Mstep: Class 4 contains 34621 members 
Mstep: Class 5 contains 97994 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 40159 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 34546 members 
Mstep: Class 10 contains 67494 members 
Mstep: Class 11 contains 80882 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 29877 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 38510 members 
Mstep: Class 18 contains 19978 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 17589 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 80253 members 
Mstep: Class 24 contains 58461 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50111 members 
Mstep: Class 29 contains 84775 members 
Mstep: Class 30 contains 4313 members 
Mstep: Class 31 contains 83576 members 
Mstep: Class 32 contains 52659 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 11462 members 
Mstep: Class 37 contains 4878 members 
Mstep: Class 38 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 38 clusters Score -1.27748e+08 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 22045 members 
Mstep: Class 4 contains 34036 members 
Mstep: Class 5 contains 99506 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 40570 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 34676 members 
Mstep: Class 10 contains 67412 members 
Mstep: Class 11 contains 80880 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 29731 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 16246 members 
Mstep: Class 17 contains 38923 members 
Mstep: Class 18 contains 19766 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 17521 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 80017 members 
Mstep: Class 24 contains 58009 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50268 members 
Mstep: Class 29 contains 83437 members 
Mstep: Class 30 contains 4315 members 
Mstep: Class 31 contains 83743 members 
Mstep: Class 32 contains 52996 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 4737 members 
Mstep: Class 35 contains 3046 members 
Mstep: Class 36 contains 11416 members 
Mstep: Class 37 contains 4862 members 
Mstep: Class 38 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747600.000000 Penalty: 83069.179688
Iteration 114Q: 38 clusters Score -1.277476e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 22055 members 
Mstep: Class 4 contains 33470 members 
Mstep: Class 5 contains 100862 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 40960 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 34782 members 
Mstep: Class 10 contains 67343 members 
Mstep: Class 11 contains 80838 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 29590 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 16249 members 
Mstep: Class 17 contains 39356 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 79753 members 
Mstep: Class 24 contains 57635 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50424 members 
Mstep: Class 29 contains 82206 members 
Mstep: Class 30 contains 4317 members 
Mstep: Class 31 contains 83954 members 
Mstep: Class 32 contains 53340 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 4738 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 11372 members 
Mstep: Class 37 contains 4845 members 
Mstep: Class 38 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747088.000000 Penalty: 83069.179688
Iteration 115Q: 38 clusters Score -1.277471e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 22069 members 
Mstep: Class 4 contains 32955 members 
Mstep: Class 5 contains 101911 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 41368 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 34937 members 
Mstep: Class 10 contains 67239 members 
Mstep: Class 11 contains 80763 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 29476 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 16 contains 16256 members 
Mstep: Class 17 contains 39801 members 
Mstep: Class 18 contains 19400 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 17196 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 79424 members 
Mstep: Class 24 contains 57304 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50571 members 
Mstep: Class 29 contains 81373 members 
Mstep: Class 30 contains 4316 members 
Mstep: Class 31 contains 84062 members 
Mstep: Class 32 contains 53697 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 4739 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 11360 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746968.000000 Penalty: 83069.179688
Iteration 116Q: 38 clusters Score -1.27747e+08 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 22084 members 
Mstep: Class 4 contains 32456 members 
Mstep: Class 5 contains 102682 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 41775 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35098 members 
Mstep: Class 10 contains 67189 members 
Mstep: Class 11 contains 80622 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 29361 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 40250 members 
Mstep: Class 18 contains 19256 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 16910 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 79139 members 
Mstep: Class 24 contains 57032 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50700 members 
Mstep: Class 29 contains 80764 members 
Mstep: Class 30 contains 4317 members 
Mstep: Class 31 contains 84185 members 
Mstep: Class 32 contains 54056 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 4738 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 11350 members 
Mstep: Class 37 contains 4821 members 
Mstep: Class 38 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746400.000000 Penalty: 83069.179688
Iteration 117Q: 38 clusters Score -1.277464e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 5741 members 
Mstep: Class 3 contains 22106 members 
Mstep: Class 4 contains 31949 members 
Mstep: Class 5 contains 103217 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 42191 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35209 members 
Mstep: Class 10 contains 67167 members 
Mstep: Class 11 contains 80461 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 29261 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 16265 members 
Mstep: Class 17 contains 40717 members 
Mstep: Class 18 contains 19154 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 16630 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 78920 members 
Mstep: Class 24 contains 56837 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50813 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 4317 members 
Mstep: Class 31 contains 84248 members 
Mstep: Class 32 contains 54367 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 11340 members 
Mstep: Class 37 contains 4793 members 
Mstep: Class 38 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746000.000000 Penalty: 83069.179688
Iteration 118Q: 38 clusters Score -1.27746e+08 nChanged 4767
Entering ConstructFrom: 
Score: -127746000.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (28987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Entering Unmasked Estep 
Score: -3678348.500000 Penalty: 1669.622925
	Iteration 0F: 2 clusters Score -3678348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3658850.000000 Penalty: 3339.245850
	Iteration 0F: 3 clusters Score -3658850 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3666495.750000 Penalty: 3339.245850
	Iteration 1F: 3 clusters Score -3666496 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3667198.000000 Penalty: 3339.245850
	Iteration 2F: 3 clusters Score -3667198 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3668206.000000 Penalty: 3339.245850
	Iteration 3F: 3 clusters Score -3668206 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3669538.750000 Penalty: 3339.245850
	Iteration 4F: 3 clusters Score -3669539 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3671030.750000 Penalty: 3339.245850
	Iteration 5F: 3 clusters Score -3671031 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3672446.250000 Penalty: 3339.245850
	Iteration 6F: 3 clusters Score -3672446 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3673530.750000 Penalty: 3339.245850
	Iteration 7F: 3 clusters Score -3673531 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3674280.500000 Penalty: 3339.245850
	Iteration 8Q: 3 clusters Score -3674280 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3674687.500000 Penalty: 3339.245850
	Iteration 9Q: 3 clusters Score -3674688 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3674841.750000 Penalty: 3339.245850
	Iteration 10Q: 3 clusters Score -3674842 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3674918.750000 Penalty: 3339.245850
	Iteration 11Q: 3 clusters Score -3674919 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3674957.750000 Penalty: 3339.245850
	Iteration 12Q: 3 clusters Score -3674958 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3674992.500000 Penalty: 3339.245850
	Iteration 13Q: 3 clusters Score -3674992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3675015.000000 Penalty: 3339.245850
	Iteration 14Q: 3 clusters Score -3675015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3675028.500000 Penalty: 3339.245850
	Iteration 15Q: 3 clusters Score -3675028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3675043.500000 Penalty: 3339.245850
	Iteration 16Q: 3 clusters Score -3675044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3675080.000000 Penalty: 3339.245850
	Iteration 17Q: 3 clusters Score -3675080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3675102.750000 Penalty: 3339.245850
	Iteration 18Q: 3 clusters Score -3675103 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3675127.250000 Penalty: 3339.245850
	Iteration 19Q: 3 clusters Score -3675127 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3675135.750000 Penalty: 3339.245850
	Iteration 20F: 3 clusters Score -3675136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3675138.500000 Penalty: 3339.245850
	Iteration 21Q: 3 clusters Score -3675138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3675144.000000 Penalty: 3339.245850
	Iteration 22Q: 3 clusters Score -3675144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3675154.000000 Penalty: 3339.245850
	Iteration 23Q: 3 clusters Score -3675154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3675181.000000 Penalty: 3339.245850
	Iteration 24Q: 3 clusters Score -3675181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3675199.250000 Penalty: 3339.245850
	Iteration 25Q: 3 clusters Score -3675199 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3675233.500000 Penalty: 3339.245850
	Iteration 26Q: 3 clusters Score -3675234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3675254.500000 Penalty: 3339.245850
	Iteration 27Q: 3 clusters Score -3675254 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3675278.500000 Penalty: 3339.245850
	Iteration 28Q: 3 clusters Score -3675278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3675316.500000 Penalty: 3339.245850
	Iteration 29Q: 3 clusters Score -3675316 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3675355.750000 Penalty: 3339.245850
	Iteration 30Q: 3 clusters Score -3675356 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3675381.750000 Penalty: 3339.245850
	Iteration 31Q: 3 clusters Score -3675382 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3675423.000000 Penalty: 3339.245850
	Iteration 32Q: 3 clusters Score -3675423 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3675474.000000 Penalty: 3339.245850
	Iteration 33Q: 3 clusters Score -3675474 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3675514.750000 Penalty: 3339.245850
	Iteration 34Q: 3 clusters Score -3675515 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3675573.000000 Penalty: 3339.245850
	Iteration 35Q: 3 clusters Score -3675573 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3675640.750000 Penalty: 3339.245850
	Iteration 36Q: 3 clusters Score -3675641 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3675693.500000 Penalty: 3339.245850
	Iteration 37Q: 3 clusters Score -3675694 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3675777.750000 Penalty: 3339.245850
	Iteration 38Q: 3 clusters Score -3675778 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3675847.750000 Penalty: 3339.245850
	Iteration 39Q: 3 clusters Score -3675848 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3675919.000000 Penalty: 3339.245850
	Iteration 40F: 3 clusters Score -3675919 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3676008.000000 Penalty: 3339.245850
	Iteration 41Q: 3 clusters Score -3676008 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3676112.500000 Penalty: 3339.245850
	Iteration 42Q: 3 clusters Score -3676112 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3676197.500000 Penalty: 3339.245850
	Iteration 43Q: 3 clusters Score -3676198 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3676310.250000 Penalty: 3339.245850
	Iteration 44Q: 3 clusters Score -3676310 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3676412.000000 Penalty: 3339.245850
	Iteration 45Q: 3 clusters Score -3676412 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3676489.250000 Penalty: 3339.245850
	Iteration 46Q: 3 clusters Score -3676489 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3676603.750000 Penalty: 3339.245850
	Iteration 47Q: 3 clusters Score -3676604 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3676720.000000 Penalty: 3339.245850
	Iteration 48Q: 3 clusters Score -3676720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3676829.250000 Penalty: 3339.245850
	Iteration 49Q: 3 clusters Score -3676829 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3676928.750000 Penalty: 3339.245850
	Iteration 50Q: 3 clusters Score -3676929 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3677067.250000 Penalty: 3339.245850
	Iteration 51Q: 3 clusters Score -3677067 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3677238.500000 Penalty: 3339.245850
	Iteration 52Q: 3 clusters Score -3677238 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3677347.750000 Penalty: 3339.245850
	Iteration 53Q: 3 clusters Score -3677348 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3677442.000000 Penalty: 3339.245850
	Iteration 54Q: 3 clusters Score -3677442 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3677484.750000 Penalty: 3339.245850
	Iteration 55Q: 3 clusters Score -3677485 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3677525.250000 Penalty: 3339.245850
	Iteration 56Q: 3 clusters Score -3677525 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3677552.500000 Penalty: 3339.245850
	Iteration 57Q: 3 clusters Score -3677552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3677581.000000 Penalty: 3339.245850
	Iteration 58Q: 3 clusters Score -3677581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3677601.500000 Penalty: 3339.245850
	Iteration 59Q: 3 clusters Score -3677602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3677615.250000 Penalty: 3339.245850
	Iteration 60F: 3 clusters Score -3677615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3677627.500000 Penalty: 3339.245850
	Iteration 61Q: 3 clusters Score -3677628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3677626.000000 Penalty: 3339.245850
	Iteration 62Q: 3 clusters Score -3677626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3677639.250000 Penalty: 3339.245850
	Iteration 63Q: 3 clusters Score -3677639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3677655.500000 Penalty: 3339.245850
	Iteration 64Q: 3 clusters Score -3677656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3677657.750000 Penalty: 3339.245850
	Iteration 65Q: 3 clusters Score -3677658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3677666.250000 Penalty: 3339.245850
	Iteration 66Q: 3 clusters Score -3677666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3677658.500000 Penalty: 3339.245850
	Iteration 67Q: 3 clusters Score -3677658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3677660.000000 Penalty: 3339.245850
	Iteration 68Q: 3 clusters Score -3677660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3677664.750000 Penalty: 3339.245850
	Iteration 69Q: 3 clusters Score -3677665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3677666.500000 Penalty: 3339.245850
	Iteration 70Q: 3 clusters Score -3677666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3677661.250000 Penalty: 3339.245850
	Iteration 71Q: 3 clusters Score -3677661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3677660.250000 Penalty: 3339.245850
	Iteration 72Q: 3 clusters Score -3677660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3677662.500000 Penalty: 3339.245850
	Iteration 73Q: 3 clusters Score -3677662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3677664.250000 Penalty: 3339.245850
	Iteration 74Q: 3 clusters Score -3677664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3677665.000000 Penalty: 3339.245850
	Iteration 75Q: 3 clusters Score -3677665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3677665.250000 Penalty: 3339.245850
	Iteration 76Q: 3 clusters Score -3677665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3677666.250000 Penalty: 3339.245850
	Iteration 77Q: 3 clusters Score -3677666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3677666.250000 Penalty: 3339.245850
	Iteration 78F: 3 clusters Score -3677666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -731886.625000 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -731886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -727410.000000 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -727410 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -728665.812500 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -728665.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -728865.125000 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -728865.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -729041.187500 Penalty: 2812.888184
	Iteration 3F: 3 clusters Score -729041.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -729200.437500 Penalty: 2812.888184
	Iteration 4Q: 3 clusters Score -729200.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -729354.187500 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -729354.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -729534.375000 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -729534.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -729747.000000 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -729747 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -730049.937500 Penalty: 2812.888184
	Iteration 8F: 3 clusters Score -730049.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -730342.375000 Penalty: 2812.888184
	Iteration 9F: 3 clusters Score -730342.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -730608.312500 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -730608.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -730851.625000 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -730851.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -731001.250000 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -731001.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -731090.562500 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -731090.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -731155.125000 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -731155.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -731201.437500 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -731201.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -731246.375000 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -731246.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -731274.062500 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -731274.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -731295.812500 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -731295.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -731327.187500 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -731327.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -731352.187500 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -731352.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -731364.125000 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -731364.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -731382.687500 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -731382.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -731407.437500 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -731407.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -731436.375000 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -731436.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -731470.812500 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -731470.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -731503.687500 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -731503.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -731528.687500 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -731528.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -731553.375000 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -731553.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -731572.875000 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -731572.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -731592.875000 Penalty: 2812.888184
	Iteration 30Q: 3 clusters Score -731592.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -731607.125000 Penalty: 2812.888184
	Iteration 31Q: 3 clusters Score -731607.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -731615.062500 Penalty: 2812.888184
	Iteration 32Q: 3 clusters Score -731615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -731626.250000 Penalty: 2812.888184
	Iteration 33Q: 3 clusters Score -731626.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -731636.500000 Penalty: 2812.888184
	Iteration 34Q: 3 clusters Score -731636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -731641.750000 Penalty: 2812.888184
	Iteration 35Q: 3 clusters Score -731641.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -731644.187500 Penalty: 2812.888184
	Iteration 36Q: 3 clusters Score -731644.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -731649.250000 Penalty: 2812.888184
	Iteration 37Q: 3 clusters Score -731649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -731651.625000 Penalty: 2812.888184
	Iteration 38Q: 3 clusters Score -731651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -731654.375000 Penalty: 2812.888184
	Iteration 39Q: 3 clusters Score -731654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -731657.562500 Penalty: 2812.888184
	Iteration 40F: 3 clusters Score -731657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -731659.125000 Penalty: 2812.888184
	Iteration 41Q: 3 clusters Score -731659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -731661.437500 Penalty: 2812.888184
	Iteration 42Q: 3 clusters Score -731661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -731661.875000 Penalty: 2812.888184
	Iteration 43Q: 3 clusters Score -731661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -731664.062500 Penalty: 2812.888184
	Iteration 44Q: 3 clusters Score -731664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -731664.375000 Penalty: 2812.888184
	Iteration 45Q: 3 clusters Score -731664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -731666.625000 Penalty: 2812.888184
	Iteration 46Q: 3 clusters Score -731666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -731666.625000 Penalty: 2812.888184
	Iteration 47Q: 3 clusters Score -731666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -731666.125000 Penalty: 2812.888184
	Iteration 48Q: 3 clusters Score -731666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -731667.187500 Penalty: 2812.888184
	Iteration 49Q: 3 clusters Score -731667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -731667.187500 Penalty: 2812.888184
	Iteration 50F: 3 clusters Score -731667.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -2794542.000000 Penalty: 1625.703247
	Iteration 0F: 2 clusters Score -2794542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2779644.750000 Penalty: 3251.406494
	Iteration 0F: 3 clusters Score -2779645 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2785100.250000 Penalty: 3251.406494
	Iteration 1F: 3 clusters Score -2785100 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2785607.000000 Penalty: 3251.406494
	Iteration 2F: 3 clusters Score -2785607 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2786260.750000 Penalty: 3251.406494
	Iteration 3F: 3 clusters Score -2786261 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2787061.500000 Penalty: 3251.406494
	Iteration 4F: 3 clusters Score -2787062 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2788133.750000 Penalty: 3251.406494
	Iteration 5F: 3 clusters Score -2788134 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2789416.500000 Penalty: 3251.406494
	Iteration 6F: 3 clusters Score -2789416 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2790753.500000 Penalty: 3251.406494
	Iteration 7F: 3 clusters Score -2790754 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2791889.500000 Penalty: 3251.406494
	Iteration 8F: 3 clusters Score -2791890 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2792625.750000 Penalty: 3251.406494
	Iteration 9Q: 3 clusters Score -2792626 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2793032.500000 Penalty: 3251.406494
	Iteration 10Q: 3 clusters Score -2793032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2793237.750000 Penalty: 3251.406494
	Iteration 11Q: 3 clusters Score -2793238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2793343.250000 Penalty: 3251.406494
	Iteration 12Q: 3 clusters Score -2793343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2793396.000000 Penalty: 3251.406494
	Iteration 13Q: 3 clusters Score -2793396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2793446.500000 Penalty: 3251.406494
	Iteration 14Q: 3 clusters Score -2793446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2793477.500000 Penalty: 3251.406494
	Iteration 15Q: 3 clusters Score -2793478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2793518.500000 Penalty: 3251.406494
	Iteration 16Q: 3 clusters Score -2793518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2793553.000000 Penalty: 3251.406494
	Iteration 17Q: 3 clusters Score -2793553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2793585.000000 Penalty: 3251.406494
	Iteration 18Q: 3 clusters Score -2793585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2793598.000000 Penalty: 3251.406494
	Iteration 19Q: 3 clusters Score -2793598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2793613.250000 Penalty: 3251.406494
	Iteration 20F: 3 clusters Score -2793613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2793619.250000 Penalty: 3251.406494
	Iteration 21Q: 3 clusters Score -2793619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2793619.000000 Penalty: 3251.406494
	Iteration 22Q: 3 clusters Score -2793619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2793618.000000 Penalty: 3251.406494
	Iteration 23Q: 3 clusters Score -2793618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2793621.250000 Penalty: 3251.406494
	Iteration 24Q: 3 clusters Score -2793621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2793622.750000 Penalty: 3251.406494
	Iteration 25Q: 3 clusters Score -2793623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2793623.750000 Penalty: 3251.406494
	Iteration 26Q: 3 clusters Score -2793624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2793625.500000 Penalty: 3251.406494
	Iteration 27Q: 3 clusters Score -2793626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2793629.500000 Penalty: 3251.406494
	Iteration 28Q: 3 clusters Score -2793630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2793631.000000 Penalty: 3251.406494
	Iteration 29Q: 3 clusters Score -2793631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2793628.750000 Penalty: 3251.406494
	Iteration 30Q: 3 clusters Score -2793629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2793630.750000 Penalty: 3251.406494
	Iteration 31Q: 3 clusters Score -2793631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2793628.250000 Penalty: 3251.406494
	Iteration 32Q: 3 clusters Score -2793628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2793628.250000 Penalty: 3251.406494
	Iteration 33F: 3 clusters Score -2793628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Entering Unmasked Estep 
Score: -4144932.250000 Penalty: 1682.569946
	Iteration 0F: 2 clusters Score -4144932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4123670.250000 Penalty: 3365.139893
	Iteration 0F: 3 clusters Score -4123670 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4131946.500000 Penalty: 3365.139893
	Iteration 1F: 3 clusters Score -4131946 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4132668.000000 Penalty: 3365.139893
	Iteration 2Q: 3 clusters Score -4132668 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4133601.000000 Penalty: 3365.139893
	Iteration 3F: 3 clusters Score -4133601 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4134763.250000 Penalty: 3365.139893
	Iteration 4F: 3 clusters Score -4134763 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4136078.000000 Penalty: 3365.139893
	Iteration 5F: 3 clusters Score -4136078 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4137422.500000 Penalty: 3365.139893
	Iteration 6F: 3 clusters Score -4137422 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4138633.000000 Penalty: 3365.139893
	Iteration 7F: 3 clusters Score -4138633 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4139532.000000 Penalty: 3365.139893
	Iteration 8F: 3 clusters Score -4139532 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4140169.750000 Penalty: 3365.139893
	Iteration 9Q: 3 clusters Score -4140170 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4140487.250000 Penalty: 3365.139893
	Iteration 10Q: 3 clusters Score -4140487 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4140676.750000 Penalty: 3365.139893
	Iteration 11Q: 3 clusters Score -4140677 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4140773.750000 Penalty: 3365.139893
	Iteration 12Q: 3 clusters Score -4140774 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4140845.750000 Penalty: 3365.139893
	Iteration 13Q: 3 clusters Score -4140846 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4140928.250000 Penalty: 3365.139893
	Iteration 14Q: 3 clusters Score -4140928 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4140998.250000 Penalty: 3365.139893
	Iteration 15Q: 3 clusters Score -4140998 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4141050.000000 Penalty: 3365.139893
	Iteration 16Q: 3 clusters Score -4141050 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4141115.750000 Penalty: 3365.139893
	Iteration 17Q: 3 clusters Score -4141116 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4141183.000000 Penalty: 3365.139893
	Iteration 18Q: 3 clusters Score -4141183 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4141258.250000 Penalty: 3365.139893
	Iteration 19Q: 3 clusters Score -4141258 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4141325.750000 Penalty: 3365.139893
	Iteration 20F: 3 clusters Score -4141326 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4141423.250000 Penalty: 3365.139893
	Iteration 21Q: 3 clusters Score -4141423 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4141552.000000 Penalty: 3365.139893
	Iteration 22Q: 3 clusters Score -4141552 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4141711.250000 Penalty: 3365.139893
	Iteration 23Q: 3 clusters Score -4141711 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4141850.750000 Penalty: 3365.139893
	Iteration 24Q: 3 clusters Score -4141851 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4141987.500000 Penalty: 3365.139893
	Iteration 25Q: 3 clusters Score -4141988 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4142077.000000 Penalty: 3365.139893
	Iteration 26Q: 3 clusters Score -4142077 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4142135.250000 Penalty: 3365.139893
	Iteration 27Q: 3 clusters Score -4142135 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4142177.750000 Penalty: 3365.139893
	Iteration 28Q: 3 clusters Score -4142178 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4142208.250000 Penalty: 3365.139893
	Iteration 29Q: 3 clusters Score -4142208 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4142224.250000 Penalty: 3365.139893
	Iteration 30Q: 3 clusters Score -4142224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4142230.500000 Penalty: 3365.139893
	Iteration 31Q: 3 clusters Score -4142230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4142222.500000 Penalty: 3365.139893
	Iteration 32Q: 3 clusters Score -4142222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4142234.000000 Penalty: 3365.139893
	Iteration 33Q: 3 clusters Score -4142234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4142239.250000 Penalty: 3365.139893
	Iteration 34Q: 3 clusters Score -4142239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4142238.250000 Penalty: 3365.139893
	Iteration 35Q: 3 clusters Score -4142238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4142242.250000 Penalty: 3365.139893
	Iteration 36Q: 3 clusters Score -4142242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4142242.000000 Penalty: 3365.139893
	Iteration 37Q: 3 clusters Score -4142242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4142254.000000 Penalty: 3365.139893
	Iteration 38Q: 3 clusters Score -4142254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4142257.250000 Penalty: 3365.139893
	Iteration 39Q: 3 clusters Score -4142257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -4142266.750000 Penalty: 3365.139893
	Iteration 40F: 3 clusters Score -4142267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4142263.500000 Penalty: 3365.139893
	Iteration 41Q: 3 clusters Score -4142264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4142264.000000 Penalty: 3365.139893
	Iteration 42Q: 3 clusters Score -4142264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4142265.250000 Penalty: 3365.139893
	Iteration 43Q: 3 clusters Score -4142265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4142264.500000 Penalty: 3365.139893
	Iteration 44Q: 3 clusters Score -4142264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4142270.250000 Penalty: 3365.139893
	Iteration 45Q: 3 clusters Score -4142270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4142263.750000 Penalty: 3365.139893
	Iteration 46Q: 3 clusters Score -4142264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4142275.000000 Penalty: 3365.139893
	Iteration 47Q: 3 clusters Score -4142275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4142275.250000 Penalty: 3365.139893
	Iteration 48Q: 3 clusters Score -4142275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -4142275.500000 Penalty: 3365.139893
	Iteration 49Q: 3 clusters Score -4142276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4142274.000000 Penalty: 3365.139893
	Iteration 50Q: 3 clusters Score -4142274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4142284.750000 Penalty: 3365.139893
	Iteration 51Q: 3 clusters Score -4142285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4142276.500000 Penalty: 3365.139893
	Iteration 52Q: 3 clusters Score -4142276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4142278.000000 Penalty: 3365.139893
	Iteration 53Q: 3 clusters Score -4142278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4142274.000000 Penalty: 3365.139893
	Iteration 54Q: 3 clusters Score -4142274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4142275.750000 Penalty: 3365.139893
	Iteration 55Q: 3 clusters Score -4142276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -4142278.500000 Penalty: 3365.139893
	Iteration 56Q: 3 clusters Score -4142278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4142274.250000 Penalty: 3365.139893
	Iteration 57Q: 3 clusters Score -4142274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4142277.250000 Penalty: 3365.139893
	Iteration 58Q: 3 clusters Score -4142277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4142270.000000 Penalty: 3365.139893
	Iteration 59Q: 3 clusters Score -4142270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4142271.750000 Penalty: 3365.139893
	Iteration 60F: 3 clusters Score -4142272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -4142274.000000 Penalty: 3365.139893
	Iteration 61Q: 3 clusters Score -4142274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4142272.500000 Penalty: 3365.139893
	Iteration 62Q: 3 clusters Score -4142272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4142269.250000 Penalty: 3365.139893
	Iteration 63Q: 3 clusters Score -4142269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4142267.500000 Penalty: 3365.139893
	Iteration 64Q: 3 clusters Score -4142268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4142267.250000 Penalty: 3365.139893
	Iteration 65Q: 3 clusters Score -4142267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4142268.000000 Penalty: 3365.139893
	Iteration 66Q: 3 clusters Score -4142268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4142276.000000 Penalty: 3365.139893
	Iteration 67Q: 3 clusters Score -4142276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4142273.250000 Penalty: 3365.139893
	Iteration 68Q: 3 clusters Score -4142273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4142276.250000 Penalty: 3365.139893
	Iteration 69Q: 3 clusters Score -4142276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4142277.000000 Penalty: 3365.139893
	Iteration 70Q: 3 clusters Score -4142277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4142281.500000 Penalty: 3365.139893
	Iteration 71Q: 3 clusters Score -4142282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4142282.500000 Penalty: 3365.139893
	Iteration 72Q: 3 clusters Score -4142282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4142279.500000 Penalty: 3365.139893
	Iteration 73Q: 3 clusters Score -4142280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4142286.500000 Penalty: 3365.139893
	Iteration 74Q: 3 clusters Score -4142286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4142285.250000 Penalty: 3365.139893
	Iteration 75Q: 3 clusters Score -4142285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4142289.500000 Penalty: 3365.139893
	Iteration 76Q: 3 clusters Score -4142290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4142293.750000 Penalty: 3365.139893
	Iteration 77Q: 3 clusters Score -4142294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4142296.250000 Penalty: 3365.139893
	Iteration 78Q: 3 clusters Score -4142296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4142292.750000 Penalty: 3365.139893
	Iteration 79Q: 3 clusters Score -4142293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4142290.750000 Penalty: 3365.139893
	Iteration 80F: 3 clusters Score -4142291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4142295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -4142291.250000 Penalty: 3365.139893
	Iteration 82Q: 3 clusters Score -4142291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4142294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4142295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4142294 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4142488.250000 Penalty: 3365.139893
	Iteration 180F: 3 clusters Score -4142488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4142490.250000 Penalty: 3365.139893
	Iteration 181Q: 3 clusters Score -4142490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4142493.250000 Penalty: 3365.139893
	Iteration 182Q: 3 clusters Score -4142493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4142492.000000 Penalty: 3365.139893
	Iteration 183Q: 3 clusters Score -4142492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4142500.000000 Penalty: 3365.139893
	Iteration 184Q: 3 clusters Score -4142500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4142498.000000 Penalty: 3365.139893
	Iteration 185Q: 3 clusters Score -4142498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4142506.250000 Penalty: 3365.139893
	Iteration 186Q: 3 clusters Score -4142506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4142508.000000 Penalty: 3365.139893
	Iteration 187Q: 3 clusters Score -4142508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4142507.750000 Penalty: 3365.139893
	Iteration 188Q: 3 clusters Score -4142508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4142508.750000 Penalty: 3365.139893
	Iteration 189Q: 3 clusters Score -4142509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4142508.000000 Penalty: 3365.139893
	Iteration 190Q: 3 clusters Score -4142508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4142514.500000 Penalty: 3365.139893
	Iteration 191Q: 3 clusters Score -4142514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4142510.750000 Penalty: 3365.139893
	Iteration 192Q: 3 clusters Score -4142511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4142528.250000 Penalty: 3365.139893
	Iteration 193Q: 3 clusters Score -4142528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4142528.500000 Penalty: 3365.139893
	Iteration 194Q: 3 clusters Score -4142528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4142535.000000 Penalty: 3365.139893
	Iteration 195Q: 3 clusters Score -4142535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4142527.500000 Penalty: 3365.139893
	Iteration 196Q: 3 clusters Score -4142528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4142522.000000 Penalty: 3365.139893
	Iteration 197Q: 3 clusters Score -4142522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4142518.250000 Penalty: 3365.139893
	Iteration 198Q: 3 clusters Score -4142518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4142525.000000 Penalty: 3365.139893
	Iteration 199Q: 3 clusters Score -4142525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4142526.500000 Penalty: 3365.139893
	Iteration 200F: 3 clusters Score -4142526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4142529.250000 Penalty: 3365.139893
	Iteration 201Q: 3 clusters Score -4142529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -4142526.000000 Penalty: 3365.139893
	Iteration 202Q: 3 clusters Score -4142526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4142521.500000 Penalty: 3365.139893
	Iteration 203Q: 3 clusters Score -4142522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4142527.500000 Penalty: 3365.139893
	Iteration 204Q: 3 clusters Score -4142528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4142521.500000 Penalty: 3365.139893
	Iteration 205Q: 3 clusters Score -4142522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4142539.500000 Penalty: 3365.139893
	Iteration 206Q: 3 clusters Score -4142540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4142538.750000 Penalty: 3365.139893
	Iteration 207Q: 3 clusters Score -4142539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4142545.750000 Penalty: 3365.139893
	Iteration 208Q: 3 clusters Score -4142546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4142548.500000 Penalty: 3365.139893
	Iteration 209Q: 3 clusters Score -4142548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4142553.500000 Penalty: 3365.139893
	Iteration 210Q: 3 clusters Score -4142554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4142553.500000 Penalty: 3365.139893
	Iteration 211Q: 3 clusters Score -4142554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4142549.750000 Penalty: 3365.139893
	Iteration 212Q: 3 clusters Score -4142550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4142552.250000 Penalty: 3365.139893
	Iteration 213Q: 3 clusters Score -4142552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4142556.000000 Penalty: 3365.139893
	Iteration 214Q: 3 clusters Score -4142556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4142555.750000 Penalty: 3365.139893
	Iteration 215Q: 3 clusters Score -4142556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4142557.000000 Penalty: 3365.139893
	Iteration 216Q: 3 clusters Score -4142557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4142555.250000 Penalty: 3365.139893
	Iteration 217Q: 3 clusters Score -4142555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4142556.000000 Penalty: 3365.139893
	Iteration 218Q: 3 clusters Score -4142556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4142555.750000 Penalty: 3365.139893
	Iteration 219Q: 3 clusters Score -4142556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4142554.750000 Penalty: 3365.139893
	Iteration 220F: 3 clusters Score -4142555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4142551.000000 Penalty: 3365.139893
	Iteration 221Q: 3 clusters Score -4142551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4142558.000000 Penalty: 3365.139893
	Iteration 222Q: 3 clusters Score -4142558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4142560.250000 Penalty: 3365.139893
	Iteration 223Q: 3 clusters Score -4142560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4142554.000000 Penalty: 3365.139893
	Iteration 224Q: 3 clusters Score -4142554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4142562.750000 Penalty: 3365.139893
	Iteration 225Q: 3 clusters Score -4142563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4142564.750000 Penalty: 3365.139893
	Iteration 226Q: 3 clusters Score -4142565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4142567.750000 Penalty: 3365.139893
	Iteration 227Q: 3 clusters Score -4142568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4142570.250000 Penalty: 3365.139893
	Iteration 228Q: 3 clusters Score -4142570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4142581.750000 Penalty: 3365.139893
	Iteration 229Q: 3 clusters Score -4142582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4142582.750000 Penalty: 3365.139893
	Iteration 230Q: 3 clusters Score -4142583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4142582.250000 Penalty: 3365.139893
	Iteration 231Q: 3 clusters Score -4142582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4142584.750000 Penalty: 3365.139893
	Iteration 232Q: 3 clusters Score -4142585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4142588.750000 Penalty: 3365.139893
	Iteration 233Q: 3 clusters Score -4142589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4142587.750000 Penalty: 3365.139893
	Iteration 234Q: 3 clusters Score -4142588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -4142588.750000 Penalty: 3365.139893
	Iteration 235Q: 3 clusters Score -4142589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4142586.500000 Penalty: 3365.139893
	Iteration 236Q: 3 clusters Score -4142586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4142586.500000 Penalty: 3365.139893
	Iteration 237F: 3 clusters Score -4142586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Entering Unmasked Estep 
Score: -13668848.000000 Penalty: 1876.770020
	Iteration 0F: 2 clusters Score -1.366885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -13614614.000000 Penalty: 3753.540039
	Iteration 0F: 3 clusters Score -1.361461e+07 nChanged 49555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -13643029.000000 Penalty: 3753.540039
	Iteration 1F: 3 clusters Score -1.364303e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -13643707.000000 Penalty: 3753.540039
	Iteration 2Q: 3 clusters Score -1.364371e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -13644583.000000 Penalty: 3753.540039
	Iteration 3Q: 3 clusters Score -1.364458e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -13645972.000000 Penalty: 3753.540039
	Iteration 4Q: 3 clusters Score -1.364597e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -13648016.000000 Penalty: 3753.540039
	Iteration 5F: 3 clusters Score -1.364802e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -13650905.000000 Penalty: 3753.540039
	Iteration 6F: 3 clusters Score -1.36509e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -13654841.000000 Penalty: 3753.540039
	Iteration 7F: 3 clusters Score -1.365484e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -13661112.000000 Penalty: 3753.540039
	Iteration 8F: 3 clusters Score -1.366111e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -13667852.000000 Penalty: 3753.540039
	Iteration 9F: 3 clusters Score -1.366785e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -13671047.000000 Penalty: 3753.540039
	Iteration 10F: 3 clusters Score -1.367105e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -13672413.000000 Penalty: 3753.540039
	Iteration 11Q: 3 clusters Score -1.367241e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -13673281.000000 Penalty: 3753.540039
	Iteration 12Q: 3 clusters Score -1.367328e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -13674242.000000 Penalty: 3753.540039
	Iteration 13Q: 3 clusters Score -1.367424e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -13675142.000000 Penalty: 3753.540039
	Iteration 14Q: 3 clusters Score -1.367514e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -13675969.000000 Penalty: 3753.540039
	Iteration 15Q: 3 clusters Score -1.367597e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -13676608.000000 Penalty: 3753.540039
	Iteration 16Q: 3 clusters Score -1.367661e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -13676994.000000 Penalty: 3753.540039
	Iteration 17Q: 3 clusters Score -1.367699e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -13677343.000000 Penalty: 3753.540039
	Iteration 18Q: 3 clusters Score -1.367734e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -13677561.000000 Penalty: 3753.540039
	Iteration 19Q: 3 clusters Score -1.367756e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -13677748.000000 Penalty: 3753.540039
	Iteration 20F: 3 clusters Score -1.367775e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -13677862.000000 Penalty: 3753.540039
	Iteration 21Q: 3 clusters Score -1.367786e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -13677878.000000 Penalty: 3753.540039
	Iteration 22Q: 3 clusters Score -1.367788e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -13677938.000000 Penalty: 3753.540039
	Iteration 23Q: 3 clusters Score -1.367794e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -13677904.000000 Penalty: 3753.540039
	Iteration 24Q: 3 clusters Score -1.36779e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -13677848.000000 Penalty: 3753.540039
	Iteration 25Q: 3 clusters Score -1.367785e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -13677777.000000 Penalty: 3753.540039
	Iteration 26Q: 3 clusters Score -1.367778e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -13677830.000000 Penalty: 3753.540039
	Iteration 27Q: 3 clusters Score -1.367783e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -13677730.000000 Penalty: 3753.540039
	Iteration 28Q: 3 clusters Score -1.367773e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -13677622.000000 Penalty: 3753.540039
	Iteration 29Q: 3 clusters Score -1.367762e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -13677549.000000 Penalty: 3753.540039
	Iteration 30Q: 3 clusters Score -1.367755e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -13677369.000000 Penalty: 3753.540039
	Iteration 31Q: 3 clusters Score -1.367737e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -13677101.000000 Penalty: 3753.540039
	Iteration 32Q: 3 clusters Score -1.36771e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -13676752.000000 Penalty: 3753.540039
	Iteration 33Q: 3 clusters Score -1.367675e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -13676406.000000 Penalty: 3753.540039
	Iteration 34Q: 3 clusters Score -1.367641e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -13676097.000000 Penalty: 3753.540039
	Iteration 35Q: 3 clusters Score -1.36761e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -13675775.000000 Penalty: 3753.540039
	Iteration 36Q: 3 clusters Score -1.367578e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -13675598.000000 Penalty: 3753.540039
	Iteration 37Q: 3 clusters Score -1.36756e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -13675446.000000 Penalty: 3753.540039
	Iteration 38Q: 3 clusters Score -1.367545e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -13675214.000000 Penalty: 3753.540039
	Iteration 39Q: 3 clusters Score -1.367521e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -13675126.000000 Penalty: 3753.540039
	Iteration 40F: 3 clusters Score -1.367513e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -13674905.000000 Penalty: 3753.540039
	Iteration 41Q: 3 clusters Score -1.36749e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -13674577.000000 Penalty: 3753.540039
	Iteration 42Q: 3 clusters Score -1.367458e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -13674337.000000 Penalty: 3753.540039
	Iteration 43Q: 3 clusters Score -1.367434e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -13674099.000000 Penalty: 3753.540039
	Iteration 44Q: 3 clusters Score -1.36741e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -13674046.000000 Penalty: 3753.540039
	Iteration 45Q: 3 clusters Score -1.367405e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -13673856.000000 Penalty: 3753.540039
	Iteration 46Q: 3 clusters Score -1.367386e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -13673654.000000 Penalty: 3753.540039
	Iteration 47Q: 3 clusters Score -1.367365e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -13673503.000000 Penalty: 3753.540039
	Iteration 48Q: 3 clusters Score -1.36735e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -13673390.000000 Penalty: 3753.540039
	Iteration 49Q: 3 clusters Score -1.367339e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -13673196.000000 Penalty: 3753.540039
	Iteration 50Q: 3 clusters Score -1.36732e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -13673051.000000 Penalty: 3753.540039
	Iteration 51Q: 3 clusters Score -1.367305e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -13672970.000000 Penalty: 3753.540039
	Iteration 52Q: 3 clusters Score -1.367297e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -13672890.000000 Penalty: 3753.540039
	Iteration 53Q: 3 clusters Score -1.367289e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -13672893.000000 Penalty: 3753.540039
	Iteration 54Q: 3 clusters Score -1.367289e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -13672875.000000 Penalty: 3753.540039
	Iteration 55Q: 3 clusters Score -1.367288e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -13672769.000000 Penalty: 3753.540039
	Iteration 56Q: 3 clusters Score -1.367277e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -13672768.000000 Penalty: 3753.540039
	Iteration 57Q: 3 clusters Score -1.367277e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -13672751.000000 Penalty: 3753.540039
	Iteration 58Q: 3 clusters Score -1.367275e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -13672790.000000 Penalty: 3753.540039
	Iteration 59Q: 3 clusters Score -1.367279e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -13672764.000000 Penalty: 3753.540039
	Iteration 60F: 3 clusters Score -1.367276e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -13672731.000000 Penalty: 3753.540039
	Iteration 61Q: 3 clusters Score -1.367273e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -13672700.000000 Penalty: 3753.540039
	Iteration 62Q: 3 clusters Score -1.36727e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -13672672.000000 Penalty: 3753.540039
	Iteration 63Q: 3 clusters Score -1.367267e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -13672628.000000 Penalty: 3753.540039
	Iteration 64Q: 3 clusters Score -1.367263e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -13672595.000000 Penalty: 3753.540039
	Iteration 65Q: 3 clusters Score -1.36726e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -13672566.000000 Penalty: 3753.540039
	Iteration 66Q: 3 clusters Score -1.367257e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -13672559.000000 Penalty: 3753.540039
	Iteration 67Q: 3 clusters Score -1.367256e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -13672539.000000 Penalty: 3753.540039
	Iteration 68Q: 3 clusters Score -1.367254e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -13672526.000000 Penalty: 3753.540039
	Iteration 69Q: 3 clusters Score -1.367253e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -13672507.000000 Penalty: 3753.540039
	Iteration 70Q: 3 clusters Score -1.367251e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -13672476.000000 Penalty: 3753.540039
	Iteration 71Q: 3 clusters Score -1.367248e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -13672441.000000 Penalty: 3753.540039
	Iteration 72Q: 3 clusters Score -1.367244e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -13672421.000000 Penalty: 3753.540039
	Iteration 73Q: 3 clusters Score -1.367242e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -13672364.000000 Penalty: 3753.540039
	Iteration 74Q: 3 clusters Score -1.367236e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -13672323.000000 Penalty: 3753.540039
	Iteration 75Q: 3 clusters Score -1.367232e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -13672275.000000 Penalty: 3753.540039
	Iteration 76Q: 3 clusters Score -1.367228e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -13672264.000000 Penalty: 3753.540039
	Iteration 77Q: 3 clusters Score -1.367226e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -13672262.000000 Penalty: 3753.540039
	Iteration 78Q: 3 clusters Score -1.367226e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -13672243.000000 Penalty: 3753.540039
	Iteration 79Q: 3 clusters Score -1.367224e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -13672274.000000 Penalty: 3753.540039
	Iteration 80F: 3 clusters Score -1.367227e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -13672241.000000 Penalty: 3753.540039
	Iteration 81Q: 3 clusters Score -1.367224e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -13672214.000000 Penalty: 3753.540039
	Iteration 82Q: 3 clusters Score -1.367221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -13672234.000000 Penalty: 3753.540039
	Iteration 83Q: 3 clusters Score -1.367223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -13672215.000000 Penalty: 3753.540039
	Iteration 84Q: 3 clusters Score -1.367222e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -13672168.000000 Penalty: 3753.540039
	Iteration 85Q: 3 clusters Score -1.367217e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -13672146.000000 Penalty: 3753.540039
	Iteration 86Q: 3 clusters Score -1.367215e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -13672138.000000 Penalty: 3753.540039
	Iteration 87Q: 3 clusters Score -1.367214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -13672128.000000 Penalty: 3753.540039
	Iteration 88Q: 3 clusters Score -1.367213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -13672095.000000 Penalty: 3753.540039
	Iteration 89Q: 3 clusters Score -1.36721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -13672099.000000 Penalty: 3753.540039
	Iteration 90Q: 3 clusters Score -1.36721e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -13672096.000000 Penalty: 3753.540039
	Iteration 91Q: 3 clusters Score -1.36721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -13672107.000000 Penalty: 3753.540039
	Iteration 92Q: 3 clusters Score -1.367211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -13672100.000000 Penalty: 3753.540039
	Iteration 93Q: 3 clusters Score -1.36721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -13672090.000000 Penalty: 3753.540039
	Iteration 94Q: 3 clusters Score -1.367209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -13672110.000000 Penalty: 3753.540039
	Iteration 95Q: 3 clusters Score -1.367211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -13672111.000000 Penalty: 3753.540039
	Iteration 96Q: 3 clusters Score -1.367211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -13672098.000000 Penalty: 3753.540039
	Iteration 97Q: 3 clusters Score -1.36721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -13672105.000000 Penalty: 3753.540039
	Iteration 98Q: 3 clusters Score -1.36721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -13672085.000000 Penalty: 3753.540039
	Iteration 99Q: 3 clusters Score -1.367208e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -13672093.000000 Penalty: 3753.540039
	Iteration 100F: 3 clusters Score -1.367209e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -13672080.000000 Penalty: 3753.540039
	Iteration 101Q: 3 clusters Score -1.367208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -13672084.000000 Penalty: 3753.540039
	Iteration 102Q: 3 clusters Score -1.367208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -13672072.000000 Penalty: 3753.540039
	Iteration 103Q: 3 clusters Score -1.367207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -13672071.000000 Penalty: 3753.540039
	Iteration 104Q: 3 clusters Score -1.367207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -13672066.000000 Penalty: 3753.540039
	Iteration 105Q: 3 clusters Score -1.367207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -13672051.000000 Penalty: 3753.540039
	Iteration 106Q: 3 clusters Score -1.367205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -13672053.000000 Penalty: 3753.540039
	Iteration 107Q: 3 clusters Score -1.367205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -13672047.000000 Penalty: 3753.540039
	Iteration 108Q: 3 clusters Score -1.367205e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -13672016.000000 Penalty: 3753.540039
	Iteration 109Q: 3 clusters Score -1.367202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -13672002.000000 Penalty: 3753.540039
	Iteration 110Q: 3 clusters Score -1.3672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -13672001.000000 Penalty: 3753.540039
	Iteration 111Q: 3 clusters Score -1.3672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -13672000.000000 Penalty: 3753.540039
	Iteration 112Q: 3 clusters Score -1.3672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -13671995.000000 Penalty: 3753.540039
	Iteration 113Q: 3 clusters Score -1.3672e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -13672004.000000 Penalty: 3753.540039
	Iteration 114Q: 3 clusters Score -1.3672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -13672006.000000 Penalty: 3753.540039
	Iteration 115Q: 3 clusters Score -1.367201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -13672008.000000 Penalty: 3753.540039
	Iteration 116Q: 3 clusters Score -1.367201e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -13671993.000000 Penalty: 3753.540039
	Iteration 117Q: 3 clusters Score -1.367199e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -13671978.000000 Penalty: 3753.540039
	Iteration 118Q: 3 clusters Score -1.367198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -13671930.000000 Penalty: 3753.540039
	Iteration 119Q: 3 clusters Score -1.367193e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -13671907.000000 Penalty: 3753.540039
	Iteration 120F: 3 clusters Score -1.367191e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -13671890.000000 Penalty: 3753.540039
	Iteration 121Q: 3 clusters Score -1.367189e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -13671930.000000 Penalty: 3753.540039
	Iteration 122Q: 3 clusters Score -1.367193e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -13671901.000000 Penalty: 3753.540039
	Iteration 123Q: 3 clusters Score -1.36719e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -13671859.000000 Penalty: 3753.540039
	Iteration 124Q: 3 clusters Score -1.367186e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -13671872.000000 Penalty: 3753.540039
	Iteration 125Q: 3 clusters Score -1.367187e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -13671862.000000 Penalty: 3753.540039
	Iteration 126Q: 3 clusters Score -1.367186e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -13671837.000000 Penalty: 3753.540039
	Iteration 127Q: 3 clusters Score -1.367184e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -13671791.000000 Penalty: 3753.540039
	Iteration 128Q: 3 clusters Score -1.367179e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -13671767.000000 Penalty: 3753.540039
	Iteration 129Q: 3 clusters Score -1.367177e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -13671742.000000 Penalty: 3753.540039
	Iteration 130Q: 3 clusters Score -1.367174e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -13671714.000000 Penalty: 3753.540039
	Iteration 131Q: 3 clusters Score -1.367171e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -13671685.000000 Penalty: 3753.540039
	Iteration 132Q: 3 clusters Score -1.367168e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -13671650.000000 Penalty: 3753.540039
	Iteration 133Q: 3 clusters Score -1.367165e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -13671629.000000 Penalty: 3753.540039
	Iteration 134Q: 3 clusters Score -1.367163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -13671572.000000 Penalty: 3753.540039
	Iteration 135Q: 3 clusters Score -1.367157e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -13671577.000000 Penalty: 3753.540039
	Iteration 136Q: 3 clusters Score -1.367158e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -13671532.000000 Penalty: 3753.540039
	Iteration 137Q: 3 clusters Score -1.367153e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -13671519.000000 Penalty: 3753.540039
	Iteration 138Q: 3 clusters Score -1.367152e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -13671510.000000 Penalty: 3753.540039
	Iteration 139Q: 3 clusters Score -1.367151e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -13671453.000000 Penalty: 3753.540039
	Iteration 140F: 3 clusters Score -1.367145e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -13671410.000000 Penalty: 3753.540039
	Iteration 141Q: 3 clusters Score -1.367141e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -13671342.000000 Penalty: 3753.540039
	Iteration 142Q: 3 clusters Score -1.367134e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -13671345.000000 Penalty: 3753.540039
	Iteration 143Q: 3 clusters Score -1.367134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -13671322.000000 Penalty: 3753.540039
	Iteration 144Q: 3 clusters Score -1.367132e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -13671305.000000 Penalty: 3753.540039
	Iteration 145Q: 3 clusters Score -1.36713e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -13671282.000000 Penalty: 3753.540039
	Iteration 146Q: 3 clusters Score -1.367128e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -13671250.000000 Penalty: 3753.540039
	Iteration 147Q: 3 clusters Score -1.367125e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -13671267.000000 Penalty: 3753.540039
	Iteration 148Q: 3 clusters Score -1.367127e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -13671252.000000 Penalty: 3753.540039
	Iteration 149Q: 3 clusters Score -1.367125e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -13671227.000000 Penalty: 3753.540039
	Iteration 150Q: 3 clusters Score -1.367123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -13671195.000000 Penalty: 3753.540039
	Iteration 151Q: 3 clusters Score -1.36712e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -13671188.000000 Penalty: 3753.540039
	Iteration 152Q: 3 clusters Score -1.367119e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -13671180.000000 Penalty: 3753.540039
	Iteration 153Q: 3 clusters Score -1.367118e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -13671159.000000 Penalty: 3753.540039
	Iteration 154Q: 3 clusters Score -1.367116e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -13671159.000000 Penalty: 3753.540039
	Iteration 155Q: 3 clusters Score -1.367116e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -13671143.000000 Penalty: 3753.540039
	Iteration 156Q: 3 clusters Score -1.367114e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -13671177.000000 Penalty: 3753.540039
	Iteration 157Q: 3 clusters Score -1.367118e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -13671195.000000 Penalty: 3753.540039
	Iteration 158Q: 3 clusters Score -1.36712e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -13671170.000000 Penalty: 3753.540039
	Iteration 159Q: 3 clusters Score -1.367117e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -13671209.000000 Penalty: 3753.540039
	Iteration 160F: 3 clusters Score -1.367121e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -13671261.000000 Penalty: 3753.540039
	Iteration 161Q: 3 clusters Score -1.367126e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -13671276.000000 Penalty: 3753.540039
	Iteration 162Q: 3 clusters Score -1.367128e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -13671310.000000 Penalty: 3753.540039
	Iteration 163Q: 3 clusters Score -1.367131e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -13671324.000000 Penalty: 3753.540039
	Iteration 164Q: 3 clusters Score -1.367132e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -13671306.000000 Penalty: 3753.540039
	Iteration 165Q: 3 clusters Score -1.367131e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -13671293.000000 Penalty: 3753.540039
	Iteration 166Q: 3 clusters Score -1.367129e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -13671271.000000 Penalty: 3753.540039
	Iteration 167Q: 3 clusters Score -1.367127e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -13671269.000000 Penalty: 3753.540039
	Iteration 168Q: 3 clusters Score -1.367127e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -13671251.000000 Penalty: 3753.540039
	Iteration 169Q: 3 clusters Score -1.367125e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -13671257.000000 Penalty: 3753.540039
	Iteration 170Q: 3 clusters Score -1.367126e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -13671220.000000 Penalty: 3753.540039
	Iteration 171Q: 3 clusters Score -1.367122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -13671209.000000 Penalty: 3753.540039
	Iteration 172Q: 3 clusters Score -1.367121e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -13671206.000000 Penalty: 3753.540039
	Iteration 173Q: 3 clusters Score -1.367121e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -13671150.000000 Penalty: 3753.540039
	Iteration 174Q: 3 clusters Score -1.367115e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -13671073.000000 Penalty: 3753.540039
	Iteration 175Q: 3 clusters Score -1.367107e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -13671052.000000 Penalty: 3753.540039
	Iteration 176Q: 3 clusters Score -1.367105e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -13671011.000000 Penalty: 3753.540039
	Iteration 177Q: 3 clusters Score -1.367101e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -13671019.000000 Penalty: 3753.540039
	Iteration 178Q: 3 clusters Score -1.367102e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -13670976.000000 Penalty: 3753.540039
	Iteration 179Q: 3 clusters Score -1.367098e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -13670951.000000 Penalty: 3753.540039
	Iteration 180F: 3 clusters Score -1.367095e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -13670955.000000 Penalty: 3753.540039
	Iteration 181Q: 3 clusters Score -1.367096e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -13670935.000000 Penalty: 3753.540039
	Iteration 182Q: 3 clusters Score -1.367094e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -13670918.000000 Penalty: 3753.540039
	Iteration 183Q: 3 clusters Score -1.367092e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -13670884.000000 Penalty: 3753.540039
	Iteration 184Q: 3 clusters Score -1.367088e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -13670889.000000 Penalty: 3753.540039
	Iteration 185Q: 3 clusters Score -1.367089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -13670889.000000 Penalty: 3753.540039
	Iteration 186Q: 3 clusters Score -1.367089e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -13670884.000000 Penalty: 3753.540039
	Iteration 187Q: 3 clusters Score -1.367088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -13670863.000000 Penalty: 3753.540039
	Iteration 188Q: 3 clusters Score -1.367086e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -13670838.000000 Penalty: 3753.540039
	Iteration 189Q: 3 clusters Score -1.367084e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -13670802.000000 Penalty: 3753.540039
	Iteration 190Q: 3 clusters Score -1.36708e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -13670760.000000 Penalty: 3753.540039
	Iteration 191Q: 3 clusters Score -1.367076e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -13670761.000000 Penalty: 3753.540039
	Iteration 192Q: 3 clusters Score -1.367076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -13670728.000000 Penalty: 3753.540039
	Iteration 193Q: 3 clusters Score -1.367073e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97704 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -13670706.000000 Penalty: 3753.540039
	Iteration 194Q: 3 clusters Score -1.367071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -13670701.000000 Penalty: 3753.540039
	Iteration 195Q: 3 clusters Score -1.36707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -13670688.000000 Penalty: 3753.540039
	Iteration 196Q: 3 clusters Score -1.367069e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -13670669.000000 Penalty: 3753.540039
	Iteration 197Q: 3 clusters Score -1.367067e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -13670681.000000 Penalty: 3753.540039
	Iteration 198Q: 3 clusters Score -1.367068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -13670683.000000 Penalty: 3753.540039
	Iteration 199Q: 3 clusters Score -1.367068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -13670654.000000 Penalty: 3753.540039
	Iteration 200F: 3 clusters Score -1.367065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -13670634.000000 Penalty: 3753.540039
	Iteration 201Q: 3 clusters Score -1.367063e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -13670625.000000 Penalty: 3753.540039
	Iteration 202Q: 3 clusters Score -1.367062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -13670599.000000 Penalty: 3753.540039
	Iteration 203Q: 3 clusters Score -1.36706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98089 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -13670587.000000 Penalty: 3753.540039
	Iteration 204Q: 3 clusters Score -1.367059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -13670601.000000 Penalty: 3753.540039
	Iteration 205Q: 3 clusters Score -1.36706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -13670608.000000 Penalty: 3753.540039
	Iteration 206Q: 3 clusters Score -1.367061e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -13670573.000000 Penalty: 3753.540039
	Iteration 207Q: 3 clusters Score -1.367057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -13670586.000000 Penalty: 3753.540039
	Iteration 208Q: 3 clusters Score -1.367059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -13670549.000000 Penalty: 3753.540039
	Iteration 209Q: 3 clusters Score -1.367055e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -13670513.000000 Penalty: 3753.540039
	Iteration 210Q: 3 clusters Score -1.367051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -13670516.000000 Penalty: 3753.540039
	Iteration 211Q: 3 clusters Score -1.367052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98539 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -13670510.000000 Penalty: 3753.540039
	Iteration 212Q: 3 clusters Score -1.367051e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -13670483.000000 Penalty: 3753.540039
	Iteration 213Q: 3 clusters Score -1.367048e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -13670444.000000 Penalty: 3753.540039
	Iteration 214Q: 3 clusters Score -1.367044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -13670374.000000 Penalty: 3753.540039
	Iteration 215Q: 3 clusters Score -1.367037e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -13670359.000000 Penalty: 3753.540039
	Iteration 216Q: 3 clusters Score -1.367036e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -13670317.000000 Penalty: 3753.540039
	Iteration 217Q: 3 clusters Score -1.367032e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -13670292.000000 Penalty: 3753.540039
	Iteration 218Q: 3 clusters Score -1.367029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -13670249.000000 Penalty: 3753.540039
	Iteration 219Q: 3 clusters Score -1.367025e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -13670238.000000 Penalty: 3753.540039
	Iteration 220F: 3 clusters Score -1.367024e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -13670225.000000 Penalty: 3753.540039
	Iteration 221Q: 3 clusters Score -1.367022e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -13670173.000000 Penalty: 3753.540039
	Iteration 222Q: 3 clusters Score -1.367017e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -13670121.000000 Penalty: 3753.540039
	Iteration 223Q: 3 clusters Score -1.367012e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -13670062.000000 Penalty: 3753.540039
	Iteration 224Q: 3 clusters Score -1.367006e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -13670010.000000 Penalty: 3753.540039
	Iteration 225Q: 3 clusters Score -1.367001e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -13669976.000000 Penalty: 3753.540039
	Iteration 226Q: 3 clusters Score -1.366998e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -13669979.000000 Penalty: 3753.540039
	Iteration 227Q: 3 clusters Score -1.366998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -13669951.000000 Penalty: 3753.540039
	Iteration 228Q: 3 clusters Score -1.366995e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -13669913.000000 Penalty: 3753.540039
	Iteration 229Q: 3 clusters Score -1.366991e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -13669866.000000 Penalty: 3753.540039
	Iteration 230Q: 3 clusters Score -1.366987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -13669879.000000 Penalty: 3753.540039
	Iteration 231Q: 3 clusters Score -1.366988e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -13669807.000000 Penalty: 3753.540039
	Iteration 232Q: 3 clusters Score -1.366981e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -13669733.000000 Penalty: 3753.540039
	Iteration 233Q: 3 clusters Score -1.366973e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -13669656.000000 Penalty: 3753.540039
	Iteration 234Q: 3 clusters Score -1.366966e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -13669590.000000 Penalty: 3753.540039
	Iteration 235Q: 3 clusters Score -1.366959e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -13669553.000000 Penalty: 3753.540039
	Iteration 236Q: 3 clusters Score -1.366955e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -13669557.000000 Penalty: 3753.540039
	Iteration 237Q: 3 clusters Score -1.366956e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100662 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -13669458.000000 Penalty: 3753.540039
	Iteration 238Q: 3 clusters Score -1.366946e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -13669378.000000 Penalty: 3753.540039
	Iteration 239Q: 3 clusters Score -1.366938e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -13669356.000000 Penalty: 3753.540039
	Iteration 240F: 3 clusters Score -1.366936e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -13669273.000000 Penalty: 3753.540039
	Iteration 241Q: 3 clusters Score -1.366927e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -13669175.000000 Penalty: 3753.540039
	Iteration 242Q: 3 clusters Score -1.366918e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -13669084.000000 Penalty: 3753.540039
	Iteration 243Q: 3 clusters Score -1.366908e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -13669025.000000 Penalty: 3753.540039
	Iteration 244Q: 3 clusters Score -1.366902e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13668974.000000 Penalty: 3753.540039
	Iteration 245Q: 3 clusters Score -1.366897e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -13668911.000000 Penalty: 3753.540039
	Iteration 246Q: 3 clusters Score -1.366891e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13668843.000000 Penalty: 3753.540039
	Iteration 247Q: 3 clusters Score -1.366884e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -13668779.000000 Penalty: 3753.540039
	Iteration 248Q: 3 clusters Score -1.366878e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13668703.000000 Penalty: 3753.540039
	Iteration 249Q: 3 clusters Score -1.36687e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13668639.000000 Penalty: 3753.540039
	Iteration 250Q: 3 clusters Score -1.366864e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13668563.000000 Penalty: 3753.540039
	Iteration 251Q: 3 clusters Score -1.366856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102296 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13668498.000000 Penalty: 3753.540039
	Iteration 252Q: 3 clusters Score -1.36685e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13668468.000000 Penalty: 3753.540039
	Iteration 253Q: 3 clusters Score -1.366847e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13668438.000000 Penalty: 3753.540039
	Iteration 254Q: 3 clusters Score -1.366844e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -13668379.000000 Penalty: 3753.540039
	Iteration 255Q: 3 clusters Score -1.366838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13668335.000000 Penalty: 3753.540039
	Iteration 256Q: 3 clusters Score -1.366834e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13668310.000000 Penalty: 3753.540039
	Iteration 257Q: 3 clusters Score -1.366831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13668282.000000 Penalty: 3753.540039
	Iteration 258Q: 3 clusters Score -1.366828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13668269.000000 Penalty: 3753.540039
	Iteration 259Q: 3 clusters Score -1.366827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13668263.000000 Penalty: 3753.540039
	Iteration 260F: 3 clusters Score -1.366826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13668258.000000 Penalty: 3753.540039
	Iteration 261Q: 3 clusters Score -1.366826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13668258.000000 Penalty: 3753.540039
	Iteration 262Q: 3 clusters Score -1.366826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13668258.000000 Penalty: 3753.540039
	Iteration 263Q: 3 clusters Score -1.366826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13668248.000000 Penalty: 3753.540039
	Iteration 264Q: 3 clusters Score -1.366825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13668236.000000 Penalty: 3753.540039
	Iteration 265Q: 3 clusters Score -1.366824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13668232.000000 Penalty: 3753.540039
	Iteration 266Q: 3 clusters Score -1.366823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13668249.000000 Penalty: 3753.540039
	Iteration 267Q: 3 clusters Score -1.366825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13668227.000000 Penalty: 3753.540039
	Iteration 268Q: 3 clusters Score -1.366823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13668224.000000 Penalty: 3753.540039
	Iteration 269Q: 3 clusters Score -1.366822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13668219.000000 Penalty: 3753.540039
	Iteration 270Q: 3 clusters Score -1.366822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13668210.000000 Penalty: 3753.540039
	Iteration 271Q: 3 clusters Score -1.366821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13668209.000000 Penalty: 3753.540039
	Iteration 272Q: 3 clusters Score -1.366821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13668212.000000 Penalty: 3753.540039
	Iteration 273Q: 3 clusters Score -1.366821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13668217.000000 Penalty: 3753.540039
	Iteration 274Q: 3 clusters Score -1.366822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13668211.000000 Penalty: 3753.540039
	Iteration 275Q: 3 clusters Score -1.366821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13668207.000000 Penalty: 3753.540039
	Iteration 276Q: 3 clusters Score -1.366821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13668206.000000 Penalty: 3753.540039
	Iteration 277Q: 3 clusters Score -1.366821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13668203.000000 Penalty: 3753.540039
	Iteration 278Q: 3 clusters Score -1.36682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -13668195.000000 Penalty: 3753.540039
	Iteration 279Q: 3 clusters Score -1.36682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13668200.000000 Penalty: 3753.540039
	Iteration 280F: 3 clusters Score -1.36682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13668191.000000 Penalty: 3753.540039
	Iteration 281Q: 3 clusters Score -1.366819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13668192.000000 Penalty: 3753.540039
	Iteration 282Q: 3 clusters Score -1.366819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13668187.000000 Penalty: 3753.540039
	Iteration 283Q: 3 clusters Score -1.366819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13668196.000000 Penalty: 3753.540039
	Iteration 284Q: 3 clusters Score -1.36682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13668191.000000 Penalty: 3753.540039
	Iteration 285Q: 3 clusters Score -1.366819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -13668188.000000 Penalty: 3753.540039
	Iteration 286Q: 3 clusters Score -1.366819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13668183.000000 Penalty: 3753.540039
	Iteration 287Q: 3 clusters Score -1.366818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13668192.000000 Penalty: 3753.540039
	Iteration 288Q: 3 clusters Score -1.366819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13668183.000000 Penalty: 3753.540039
	Iteration 289Q: 3 clusters Score -1.366818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13668177.000000 Penalty: 3753.540039
	Iteration 290Q: 3 clusters Score -1.366818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13668177.000000 Penalty: 3753.540039
	Iteration 291F: 3 clusters Score -1.366818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -55188.703125 Penalty: 1018.728149
	Iteration 0F: 2 clusters Score -55188.7 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 249 members 
Entering Unmasked Estep 
Score: -54193.699219 Penalty: 2037.456299
	Iteration 0F: 3 clusters Score -54193.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54488.093750 Penalty: 2037.456299
	Iteration 1F: 3 clusters Score -54488.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54590.085938 Penalty: 2037.456299
	Iteration 2F: 3 clusters Score -54590.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54663.484375 Penalty: 2037.456299
	Iteration 3F: 3 clusters Score -54663.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54716.121094 Penalty: 2037.456299
	Iteration 4Q: 3 clusters Score -54716.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54830.132812 Penalty: 2037.456299
	Iteration 5Q: 3 clusters Score -54830.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54917.476562 Penalty: 2037.456299
	Iteration 6Q: 3 clusters Score -54917.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54968.449219 Penalty: 2037.456299
	Iteration 7Q: 3 clusters Score -54968.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55010.054688 Penalty: 2037.456299
	Iteration 8Q: 3 clusters Score -55010.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55036.007812 Penalty: 2037.456299
	Iteration 9Q: 3 clusters Score -55036.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55064.753906 Penalty: 2037.456299
	Iteration 10Q: 3 clusters Score -55064.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55074.921875 Penalty: 2037.456299
	Iteration 11Q: 3 clusters Score -55074.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55082.507812 Penalty: 2037.456299
	Iteration 12Q: 3 clusters Score -55082.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55092.457031 Penalty: 2037.456299
	Iteration 13Q: 3 clusters Score -55092.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55093.425781 Penalty: 2037.456299
	Iteration 14Q: 3 clusters Score -55093.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55095.234375 Penalty: 2037.456299
	Iteration 15Q: 3 clusters Score -55095.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55096.046875 Penalty: 2037.456299
	Iteration 16Q: 3 clusters Score -55096.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55098.058594 Penalty: 2037.456299
	Iteration 17Q: 3 clusters Score -55098.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55100.042969 Penalty: 2037.456299
	Iteration 18Q: 3 clusters Score -55100.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55101.257812 Penalty: 2037.456299
	Iteration 19Q: 3 clusters Score -55101.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55102.628906 Penalty: 2037.456299
	Iteration 20F: 3 clusters Score -55102.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55104.578125 Penalty: 2037.456299
	Iteration 21Q: 3 clusters Score -55104.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55105.101562 Penalty: 2037.456299
	Iteration 22Q: 3 clusters Score -55105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55105.101562 Penalty: 2037.456299
	Iteration 23F: 3 clusters Score -55105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Entering Unmasked Estep 
Score: -5698512.000000 Penalty: 1732.190308
	Iteration 0F: 2 clusters Score -5698512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5669903.000000 Penalty: 3464.380615
	Iteration 0F: 3 clusters Score -5669903 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -5681127.000000 Penalty: 3464.380615
	Iteration 1F: 3 clusters Score -5681127 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -5681493.500000 Penalty: 3464.380615
	Iteration 2Q: 3 clusters Score -5681494 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5681871.500000 Penalty: 3464.380615
	Iteration 3Q: 3 clusters Score -5681872 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5682193.500000 Penalty: 3464.380615
	Iteration 4Q: 3 clusters Score -5682194 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5682544.000000 Penalty: 3464.380615
	Iteration 5Q: 3 clusters Score -5682544 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5682860.500000 Penalty: 3464.380615
	Iteration 6Q: 3 clusters Score -5682860 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5683196.000000 Penalty: 3464.380615
	Iteration 7Q: 3 clusters Score -5683196 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -5683549.500000 Penalty: 3464.380615
	Iteration 8Q: 3 clusters Score -5683550 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5684007.000000 Penalty: 3464.380615
	Iteration 9Q: 3 clusters Score -5684007 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5684585.500000 Penalty: 3464.380615
	Iteration 10Q: 3 clusters Score -5684586 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5685401.500000 Penalty: 3464.380615
	Iteration 11Q: 3 clusters Score -5685402 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5686600.000000 Penalty: 3464.380615
	Iteration 12Q: 3 clusters Score -5686600 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5688072.000000 Penalty: 3464.380615
	Iteration 13Q: 3 clusters Score -5688072 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5689366.000000 Penalty: 3464.380615
	Iteration 14Q: 3 clusters Score -5689366 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5690126.000000 Penalty: 3464.380615
	Iteration 15Q: 3 clusters Score -5690126 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5690456.500000 Penalty: 3464.380615
	Iteration 16Q: 3 clusters Score -5690456 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -5690699.500000 Penalty: 3464.380615
	Iteration 17Q: 3 clusters Score -5690700 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5690937.500000 Penalty: 3464.380615
	Iteration 18Q: 3 clusters Score -5690938 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5691179.500000 Penalty: 3464.380615
	Iteration 19Q: 3 clusters Score -5691180 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -5691424.000000 Penalty: 3464.380615
	Iteration 20F: 3 clusters Score -5691424 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -5691714.000000 Penalty: 3464.380615
	Iteration 21Q: 3 clusters Score -5691714 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -5692027.500000 Penalty: 3464.380615
	Iteration 22Q: 3 clusters Score -5692028 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -5692333.000000 Penalty: 3464.380615
	Iteration 23Q: 3 clusters Score -5692333 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -5692646.500000 Penalty: 3464.380615
	Iteration 24Q: 3 clusters Score -5692646 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5693004.500000 Penalty: 3464.380615
	Iteration 25Q: 3 clusters Score -5693004 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5693387.500000 Penalty: 3464.380615
	Iteration 26Q: 3 clusters Score -5693388 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5693774.000000 Penalty: 3464.380615
	Iteration 27Q: 3 clusters Score -5693774 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -5694194.500000 Penalty: 3464.380615
	Iteration 28Q: 3 clusters Score -5694194 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5694616.500000 Penalty: 3464.380615
	Iteration 29Q: 3 clusters Score -5694616 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5694977.500000 Penalty: 3464.380615
	Iteration 30Q: 3 clusters Score -5694978 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5695344.000000 Penalty: 3464.380615
	Iteration 31Q: 3 clusters Score -5695344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5695643.500000 Penalty: 3464.380615
	Iteration 32Q: 3 clusters Score -5695644 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5695961.500000 Penalty: 3464.380615
	Iteration 33Q: 3 clusters Score -5695962 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5696200.000000 Penalty: 3464.380615
	Iteration 34Q: 3 clusters Score -5696200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5696371.500000 Penalty: 3464.380615
	Iteration 35Q: 3 clusters Score -5696372 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5696484.000000 Penalty: 3464.380615
	Iteration 36Q: 3 clusters Score -5696484 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5696597.000000 Penalty: 3464.380615
	Iteration 37Q: 3 clusters Score -5696597 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5696684.500000 Penalty: 3464.380615
	Iteration 38Q: 3 clusters Score -5696684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5696753.500000 Penalty: 3464.380615
	Iteration 39Q: 3 clusters Score -5696754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5696801.000000 Penalty: 3464.380615
	Iteration 40F: 3 clusters Score -5696801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5696837.000000 Penalty: 3464.380615
	Iteration 41Q: 3 clusters Score -5696837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5696864.000000 Penalty: 3464.380615
	Iteration 42Q: 3 clusters Score -5696864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5696882.000000 Penalty: 3464.380615
	Iteration 43Q: 3 clusters Score -5696882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5696886.000000 Penalty: 3464.380615
	Iteration 44Q: 3 clusters Score -5696886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5696904.500000 Penalty: 3464.380615
	Iteration 45Q: 3 clusters Score -5696904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5696929.500000 Penalty: 3464.380615
	Iteration 46Q: 3 clusters Score -5696930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5696936.000000 Penalty: 3464.380615
	Iteration 47Q: 3 clusters Score -5696936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5696944.000000 Penalty: 3464.380615
	Iteration 48Q: 3 clusters Score -5696944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5696954.500000 Penalty: 3464.380615
	Iteration 49Q: 3 clusters Score -5696954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5696967.500000 Penalty: 3464.380615
	Iteration 50Q: 3 clusters Score -5696968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5696976.500000 Penalty: 3464.380615
	Iteration 51Q: 3 clusters Score -5696976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5696987.000000 Penalty: 3464.380615
	Iteration 52Q: 3 clusters Score -5696987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5696992.500000 Penalty: 3464.380615
	Iteration 53Q: 3 clusters Score -5696992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5697004.500000 Penalty: 3464.380615
	Iteration 54Q: 3 clusters Score -5697004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5697013.000000 Penalty: 3464.380615
	Iteration 55Q: 3 clusters Score -5697013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5697025.000000 Penalty: 3464.380615
	Iteration 56Q: 3 clusters Score -5697025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5697023.500000 Penalty: 3464.380615
	Iteration 57Q: 3 clusters Score -5697024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5697027.000000 Penalty: 3464.380615
	Iteration 58Q: 3 clusters Score -5697027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5697036.500000 Penalty: 3464.380615
	Iteration 59Q: 3 clusters Score -5697036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5697038.000000 Penalty: 3464.380615
	Iteration 60F: 3 clusters Score -5697038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5697035.500000 Penalty: 3464.380615
	Iteration 61Q: 3 clusters Score -5697036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5697039.000000 Penalty: 3464.380615
	Iteration 62Q: 3 clusters Score -5697039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5697039.000000 Penalty: 3464.380615
	Iteration 63F: 3 clusters Score -5697039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -601175.937500 Penalty: 1373.608276
	Iteration 0F: 2 clusters Score -601175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -597402.250000 Penalty: 2747.216553
	Iteration 0F: 3 clusters Score -597402.2 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -598428.062500 Penalty: 2747.216553
	Iteration 1F: 3 clusters Score -598428.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -598651.750000 Penalty: 2747.216553
	Iteration 2F: 3 clusters Score -598651.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -598854.062500 Penalty: 2747.216553
	Iteration 3F: 3 clusters Score -598854.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -599062.750000 Penalty: 2747.216553
	Iteration 4F: 3 clusters Score -599062.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -599250.437500 Penalty: 2747.216553
	Iteration 5F: 3 clusters Score -599250.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -599407.125000 Penalty: 2747.216553
	Iteration 6F: 3 clusters Score -599407.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -599525.062500 Penalty: 2747.216553
	Iteration 7Q: 3 clusters Score -599525.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -599617.125000 Penalty: 2747.216553
	Iteration 8Q: 3 clusters Score -599617.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -599674.000000 Penalty: 2747.216553
	Iteration 9Q: 3 clusters Score -599674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -599716.312500 Penalty: 2747.216553
	Iteration 10Q: 3 clusters Score -599716.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -599753.125000 Penalty: 2747.216553
	Iteration 11Q: 3 clusters Score -599753.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -599777.812500 Penalty: 2747.216553
	Iteration 12Q: 3 clusters Score -599777.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -599791.687500 Penalty: 2747.216553
	Iteration 13Q: 3 clusters Score -599791.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -599803.187500 Penalty: 2747.216553
	Iteration 14Q: 3 clusters Score -599803.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -599812.937500 Penalty: 2747.216553
	Iteration 15Q: 3 clusters Score -599812.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -599822.375000 Penalty: 2747.216553
	Iteration 16Q: 3 clusters Score -599822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -599826.812500 Penalty: 2747.216553
	Iteration 17Q: 3 clusters Score -599826.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -599828.562500 Penalty: 2747.216553
	Iteration 18Q: 3 clusters Score -599828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -599834.500000 Penalty: 2747.216553
	Iteration 19Q: 3 clusters Score -599834.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -599837.812500 Penalty: 2747.216553
	Iteration 20F: 3 clusters Score -599837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -599840.687500 Penalty: 2747.216553
	Iteration 21Q: 3 clusters Score -599840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -599843.000000 Penalty: 2747.216553
	Iteration 22Q: 3 clusters Score -599843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -599846.000000 Penalty: 2747.216553
	Iteration 23Q: 3 clusters Score -599846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -599846.312500 Penalty: 2747.216553
	Iteration 24Q: 3 clusters Score -599846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -599849.937500 Penalty: 2747.216553
	Iteration 25Q: 3 clusters Score -599849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -599850.500000 Penalty: 2747.216553
	Iteration 26Q: 3 clusters Score -599850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -599853.062500 Penalty: 2747.216553
	Iteration 27Q: 3 clusters Score -599853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -599852.437500 Penalty: 2747.216553
	Iteration 28Q: 3 clusters Score -599852.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -599852.437500 Penalty: 2747.216553
	Iteration 29F: 3 clusters Score -599852.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Entering Unmasked Estep 
Score: -4732007.000000 Penalty: 1701.802246
	Iteration 0F: 2 clusters Score -4732007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4708215.000000 Penalty: 3403.604492
	Iteration 0F: 3 clusters Score -4708215 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4717229.000000 Penalty: 3403.604492
	Iteration 1F: 3 clusters Score -4717229 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4717621.500000 Penalty: 3403.604492
	Iteration 2Q: 3 clusters Score -4717622 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4718056.500000 Penalty: 3403.604492
	Iteration 3Q: 3 clusters Score -4718056 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4718604.000000 Penalty: 3403.604492
	Iteration 4Q: 3 clusters Score -4718604 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4719447.500000 Penalty: 3403.604492
	Iteration 5Q: 3 clusters Score -4719448 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4720803.500000 Penalty: 3403.604492
	Iteration 6F: 3 clusters Score -4720804 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4722961.500000 Penalty: 3403.604492
	Iteration 7F: 3 clusters Score -4722962 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4725805.000000 Penalty: 3403.604492
	Iteration 8F: 3 clusters Score -4725805 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4728339.000000 Penalty: 3403.604492
	Iteration 9F: 3 clusters Score -4728339 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4729738.500000 Penalty: 3403.604492
	Iteration 10Q: 3 clusters Score -4729738 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4730180.500000 Penalty: 3403.604492
	Iteration 11Q: 3 clusters Score -4730180 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4730361.000000 Penalty: 3403.604492
	Iteration 12Q: 3 clusters Score -4730361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4730425.000000 Penalty: 3403.604492
	Iteration 13Q: 3 clusters Score -4730425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4730455.500000 Penalty: 3403.604492
	Iteration 14Q: 3 clusters Score -4730456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4730476.500000 Penalty: 3403.604492
	Iteration 15Q: 3 clusters Score -4730476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4730481.000000 Penalty: 3403.604492
	Iteration 16Q: 3 clusters Score -4730481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4730491.500000 Penalty: 3403.604492
	Iteration 17Q: 3 clusters Score -4730492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4730497.000000 Penalty: 3403.604492
	Iteration 18Q: 3 clusters Score -4730497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4730501.000000 Penalty: 3403.604492
	Iteration 19Q: 3 clusters Score -4730501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4730504.000000 Penalty: 3403.604492
	Iteration 20F: 3 clusters Score -4730504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4730501.500000 Penalty: 3403.604492
	Iteration 21Q: 3 clusters Score -4730502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4730501.500000 Penalty: 3403.604492
	Iteration 22F: 3 clusters Score -4730502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Entering Unmasked Estep 
Score: -8570215.000000 Penalty: 1806.136108
	Iteration 0F: 2 clusters Score -8570215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -8525421.000000 Penalty: 3612.272217
	Iteration 0F: 3 clusters Score -8525421 nChanged 31800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -8543505.000000 Penalty: 3612.272217
	Iteration 1F: 3 clusters Score -8543505 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -8544309.000000 Penalty: 3612.272217
	Iteration 2Q: 3 clusters Score -8544309 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8545269.000000 Penalty: 3612.272217
	Iteration 3Q: 3 clusters Score -8545269 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -8546454.000000 Penalty: 3612.272217
	Iteration 4Q: 3 clusters Score -8546454 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -8548041.000000 Penalty: 3612.272217
	Iteration 5Q: 3 clusters Score -8548041 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -8550007.000000 Penalty: 3612.272217
	Iteration 6F: 3 clusters Score -8550007 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8552472.000000 Penalty: 3612.272217
	Iteration 7F: 3 clusters Score -8552472 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -8555090.000000 Penalty: 3612.272217
	Iteration 8F: 3 clusters Score -8555090 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -8557882.000000 Penalty: 3612.272217
	Iteration 9F: 3 clusters Score -8557882 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -8560570.000000 Penalty: 3612.272217
	Iteration 10F: 3 clusters Score -8560570 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -8562831.000000 Penalty: 3612.272217
	Iteration 11Q: 3 clusters Score -8562831 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -8564623.000000 Penalty: 3612.272217
	Iteration 12Q: 3 clusters Score -8564623 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8565836.000000 Penalty: 3612.272217
	Iteration 13Q: 3 clusters Score -8565836 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -8566676.000000 Penalty: 3612.272217
	Iteration 14Q: 3 clusters Score -8566676 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8567246.000000 Penalty: 3612.272217
	Iteration 15Q: 3 clusters Score -8567246 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -8567607.000000 Penalty: 3612.272217
	Iteration 16Q: 3 clusters Score -8567607 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8567829.000000 Penalty: 3612.272217
	Iteration 17Q: 3 clusters Score -8567829 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8568022.000000 Penalty: 3612.272217
	Iteration 18Q: 3 clusters Score -8568022 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8568166.000000 Penalty: 3612.272217
	Iteration 19Q: 3 clusters Score -8568166 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8568250.000000 Penalty: 3612.272217
	Iteration 20F: 3 clusters Score -8568250 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8568311.000000 Penalty: 3612.272217
	Iteration 21Q: 3 clusters Score -8568311 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8568388.000000 Penalty: 3612.272217
	Iteration 22Q: 3 clusters Score -8568388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8568467.000000 Penalty: 3612.272217
	Iteration 23Q: 3 clusters Score -8568467 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8568507.000000 Penalty: 3612.272217
	Iteration 24Q: 3 clusters Score -8568507 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8568576.000000 Penalty: 3612.272217
	Iteration 25Q: 3 clusters Score -8568576 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8568629.000000 Penalty: 3612.272217
	Iteration 26Q: 3 clusters Score -8568629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8568667.000000 Penalty: 3612.272217
	Iteration 27Q: 3 clusters Score -8568667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8568670.000000 Penalty: 3612.272217
	Iteration 28Q: 3 clusters Score -8568670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8568694.000000 Penalty: 3612.272217
	Iteration 29Q: 3 clusters Score -8568694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8568724.000000 Penalty: 3612.272217
	Iteration 30Q: 3 clusters Score -8568724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8568753.000000 Penalty: 3612.272217
	Iteration 31Q: 3 clusters Score -8568753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8568785.000000 Penalty: 3612.272217
	Iteration 32Q: 3 clusters Score -8568785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8568804.000000 Penalty: 3612.272217
	Iteration 33Q: 3 clusters Score -8568804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8568806.000000 Penalty: 3612.272217
	Iteration 34Q: 3 clusters Score -8568806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8568819.000000 Penalty: 3612.272217
	Iteration 35Q: 3 clusters Score -8568819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8568823.000000 Penalty: 3612.272217
	Iteration 36Q: 3 clusters Score -8568823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8568828.000000 Penalty: 3612.272217
	Iteration 37Q: 3 clusters Score -8568828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8568848.000000 Penalty: 3612.272217
	Iteration 38Q: 3 clusters Score -8568848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8568844.000000 Penalty: 3612.272217
	Iteration 39Q: 3 clusters Score -8568844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8568854.000000 Penalty: 3612.272217
	Iteration 40F: 3 clusters Score -8568854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8568866.000000 Penalty: 3612.272217
	Iteration 41Q: 3 clusters Score -8568866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8568870.000000 Penalty: 3612.272217
	Iteration 42Q: 3 clusters Score -8568870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8568873.000000 Penalty: 3612.272217
	Iteration 43Q: 3 clusters Score -8568873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8568874.000000 Penalty: 3612.272217
	Iteration 44Q: 3 clusters Score -8568874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8568890.000000 Penalty: 3612.272217
	Iteration 45Q: 3 clusters Score -8568890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8568881.000000 Penalty: 3612.272217
	Iteration 46Q: 3 clusters Score -8568881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8568883.000000 Penalty: 3612.272217
	Iteration 47Q: 3 clusters Score -8568883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8568890.000000 Penalty: 3612.272217
	Iteration 48Q: 3 clusters Score -8568890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8568895.000000 Penalty: 3612.272217
	Iteration 49Q: 3 clusters Score -8568895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8568894.000000 Penalty: 3612.272217
	Iteration 50Q: 3 clusters Score -8568894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8568896.000000 Penalty: 3612.272217
	Iteration 51Q: 3 clusters Score -8568896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8568906.000000 Penalty: 3612.272217
	Iteration 52Q: 3 clusters Score -8568906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8568914.000000 Penalty: 3612.272217
	Iteration 53Q: 3 clusters Score -8568914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8568917.000000 Penalty: 3612.272217
	Iteration 54Q: 3 clusters Score -8568917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8568924.000000 Penalty: 3612.272217
	Iteration 55Q: 3 clusters Score -8568924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8568922.000000 Penalty: 3612.272217
	Iteration 56Q: 3 clusters Score -8568922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8568928.000000 Penalty: 3612.272217
	Iteration 57Q: 3 clusters Score -8568928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8568931.000000 Penalty: 3612.272217
	Iteration 58Q: 3 clusters Score -8568931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8568931.000000 Penalty: 3612.272217
	Iteration 59F: 3 clusters Score -8568931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Entering Unmasked Estep 
Score: -10656764.000000 Penalty: 1835.185669
	Iteration 0F: 2 clusters Score -1.065676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -10606943.000000 Penalty: 3670.371338
	Iteration 0F: 3 clusters Score -1.060694e+07 nChanged 38225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -10629225.000000 Penalty: 3670.371338
	Iteration 1F: 3 clusters Score -1.062922e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -10629880.000000 Penalty: 3670.371338
	Iteration 2Q: 3 clusters Score -1.062988e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -10630738.000000 Penalty: 3670.371338
	Iteration 3Q: 3 clusters Score -1.063074e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -10631912.000000 Penalty: 3670.371338
	Iteration 4Q: 3 clusters Score -1.063191e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -10633509.000000 Penalty: 3670.371338
	Iteration 5Q: 3 clusters Score -1.063351e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -10635891.000000 Penalty: 3670.371338
	Iteration 6F: 3 clusters Score -1.063589e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -10639096.000000 Penalty: 3670.371338
	Iteration 7F: 3 clusters Score -1.06391e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -10642505.000000 Penalty: 3670.371338
	Iteration 8F: 3 clusters Score -1.06425e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -10645528.000000 Penalty: 3670.371338
	Iteration 9F: 3 clusters Score -1.064553e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -10647890.000000 Penalty: 3670.371338
	Iteration 10Q: 3 clusters Score -1.064789e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -10649690.000000 Penalty: 3670.371338
	Iteration 11Q: 3 clusters Score -1.064969e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -10651022.000000 Penalty: 3670.371338
	Iteration 12Q: 3 clusters Score -1.065102e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -10652091.000000 Penalty: 3670.371338
	Iteration 13Q: 3 clusters Score -1.065209e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -10652866.000000 Penalty: 3670.371338
	Iteration 14Q: 3 clusters Score -1.065287e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -10653399.000000 Penalty: 3670.371338
	Iteration 15Q: 3 clusters Score -1.06534e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10653852.000000 Penalty: 3670.371338
	Iteration 16Q: 3 clusters Score -1.065385e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -10654186.000000 Penalty: 3670.371338
	Iteration 17Q: 3 clusters Score -1.065419e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -10654419.000000 Penalty: 3670.371338
	Iteration 18Q: 3 clusters Score -1.065442e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10654601.000000 Penalty: 3670.371338
	Iteration 19Q: 3 clusters Score -1.06546e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10654770.000000 Penalty: 3670.371338
	Iteration 20F: 3 clusters Score -1.065477e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10654821.000000 Penalty: 3670.371338
	Iteration 21Q: 3 clusters Score -1.065482e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10654894.000000 Penalty: 3670.371338
	Iteration 22Q: 3 clusters Score -1.065489e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10654985.000000 Penalty: 3670.371338
	Iteration 23Q: 3 clusters Score -1.065498e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -10655037.000000 Penalty: 3670.371338
	Iteration 24Q: 3 clusters Score -1.065504e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10655081.000000 Penalty: 3670.371338
	Iteration 25Q: 3 clusters Score -1.065508e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10655128.000000 Penalty: 3670.371338
	Iteration 26Q: 3 clusters Score -1.065513e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10655163.000000 Penalty: 3670.371338
	Iteration 27Q: 3 clusters Score -1.065516e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10655187.000000 Penalty: 3670.371338
	Iteration 28Q: 3 clusters Score -1.065519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10655225.000000 Penalty: 3670.371338
	Iteration 29Q: 3 clusters Score -1.065522e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10655233.000000 Penalty: 3670.371338
	Iteration 30Q: 3 clusters Score -1.065523e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10655222.000000 Penalty: 3670.371338
	Iteration 31Q: 3 clusters Score -1.065522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10655253.000000 Penalty: 3670.371338
	Iteration 32Q: 3 clusters Score -1.065525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10655254.000000 Penalty: 3670.371338
	Iteration 33Q: 3 clusters Score -1.065525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10655251.000000 Penalty: 3670.371338
	Iteration 34Q: 3 clusters Score -1.065525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10655261.000000 Penalty: 3670.371338
	Iteration 35Q: 3 clusters Score -1.065526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10655262.000000 Penalty: 3670.371338
	Iteration 36Q: 3 clusters Score -1.065526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10655270.000000 Penalty: 3670.371338
	Iteration 37Q: 3 clusters Score -1.065527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10655270.000000 Penalty: 3670.371338
	Iteration 38Q: 3 clusters Score -1.065527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10655271.000000 Penalty: 3670.371338
	Iteration 39Q: 3 clusters Score -1.065527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10655279.000000 Penalty: 3670.371338
	Iteration 40F: 3 clusters Score -1.065528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10655287.000000 Penalty: 3670.371338
	Iteration 41Q: 3 clusters Score -1.065529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10655283.000000 Penalty: 3670.371338
	Iteration 42Q: 3 clusters Score -1.065528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10655288.000000 Penalty: 3670.371338
	Iteration 43Q: 3 clusters Score -1.065529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10655282.000000 Penalty: 3670.371338
	Iteration 44Q: 3 clusters Score -1.065528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10655285.000000 Penalty: 3670.371338
	Iteration 45Q: 3 clusters Score -1.065528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10655278.000000 Penalty: 3670.371338
	Iteration 46Q: 3 clusters Score -1.065528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10655279.000000 Penalty: 3670.371338
	Iteration 47Q: 3 clusters Score -1.065528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10655289.000000 Penalty: 3670.371338
	Iteration 48Q: 3 clusters Score -1.065529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10655286.000000 Penalty: 3670.371338
	Iteration 49Q: 3 clusters Score -1.065529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10655292.000000 Penalty: 3670.371338
	Iteration 50Q: 3 clusters Score -1.065529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10655286.000000 Penalty: 3670.371338
	Iteration 51Q: 3 clusters Score -1.065529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10655293.000000 Penalty: 3670.371338
	Iteration 52Q: 3 clusters Score -1.065529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10655289.000000 Penalty: 3670.371338
	Iteration 53Q: 3 clusters Score -1.065529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10655294.000000 Penalty: 3670.371338
	Iteration 54Q: 3 clusters Score -1.065529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10655291.000000 Penalty: 3670.371338
	Iteration 55Q: 3 clusters Score -1.065529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10655291.000000 Penalty: 3670.371338
	Iteration 56F: 3 clusters Score -1.065529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -409733.656250 Penalty: 1324.778931
	Iteration 0F: 2 clusters Score -409733.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -406704.250000 Penalty: 2649.557861
	Iteration 0F: 3 clusters Score -406704.2 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -407479.343750 Penalty: 2649.557861
	Iteration 1F: 3 clusters Score -407479.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -407657.312500 Penalty: 2649.557861
	Iteration 2F: 3 clusters Score -407657.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -407784.781250 Penalty: 2649.557861
	Iteration 3F: 3 clusters Score -407784.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -407884.593750 Penalty: 2649.557861
	Iteration 4Q: 3 clusters Score -407884.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -407964.875000 Penalty: 2649.557861
	Iteration 5Q: 3 clusters Score -407964.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408029.031250 Penalty: 2649.557861
	Iteration 6Q: 3 clusters Score -408029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -408080.500000 Penalty: 2649.557861
	Iteration 7Q: 3 clusters Score -408080.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -408134.375000 Penalty: 2649.557861
	Iteration 8Q: 3 clusters Score -408134.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -408190.093750 Penalty: 2649.557861
	Iteration 9Q: 3 clusters Score -408190.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -408244.031250 Penalty: 2649.557861
	Iteration 10Q: 3 clusters Score -408244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -408295.531250 Penalty: 2649.557861
	Iteration 11Q: 3 clusters Score -408295.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -408353.218750 Penalty: 2649.557861
	Iteration 12Q: 3 clusters Score -408353.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -408407.187500 Penalty: 2649.557861
	Iteration 13Q: 3 clusters Score -408407.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -408433.593750 Penalty: 2649.557861
	Iteration 14Q: 3 clusters Score -408433.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -408462.656250 Penalty: 2649.557861
	Iteration 15Q: 3 clusters Score -408462.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -408490.625000 Penalty: 2649.557861
	Iteration 16Q: 3 clusters Score -408490.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -408510.437500 Penalty: 2649.557861
	Iteration 17Q: 3 clusters Score -408510.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -408523.937500 Penalty: 2649.557861
	Iteration 18Q: 3 clusters Score -408523.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -408535.625000 Penalty: 2649.557861
	Iteration 19Q: 3 clusters Score -408535.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -408547.687500 Penalty: 2649.557861
	Iteration 20F: 3 clusters Score -408547.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -408569.468750 Penalty: 2649.557861
	Iteration 21Q: 3 clusters Score -408569.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -408583.156250 Penalty: 2649.557861
	Iteration 22Q: 3 clusters Score -408583.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -408595.906250 Penalty: 2649.557861
	Iteration 23Q: 3 clusters Score -408595.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -408610.375000 Penalty: 2649.557861
	Iteration 24Q: 3 clusters Score -408610.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -408619.312500 Penalty: 2649.557861
	Iteration 25Q: 3 clusters Score -408619.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -408628.000000 Penalty: 2649.557861
	Iteration 26Q: 3 clusters Score -408628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -408640.156250 Penalty: 2649.557861
	Iteration 27Q: 3 clusters Score -408640.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -408654.406250 Penalty: 2649.557861
	Iteration 28Q: 3 clusters Score -408654.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -408667.156250 Penalty: 2649.557861
	Iteration 29Q: 3 clusters Score -408667.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -408674.500000 Penalty: 2649.557861
	Iteration 30Q: 3 clusters Score -408674.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -408681.875000 Penalty: 2649.557861
	Iteration 31Q: 3 clusters Score -408681.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -408688.468750 Penalty: 2649.557861
	Iteration 32Q: 3 clusters Score -408688.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -408694.875000 Penalty: 2649.557861
	Iteration 33Q: 3 clusters Score -408694.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -408700.718750 Penalty: 2649.557861
	Iteration 34Q: 3 clusters Score -408700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -408705.218750 Penalty: 2649.557861
	Iteration 35Q: 3 clusters Score -408705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -408708.093750 Penalty: 2649.557861
	Iteration 36Q: 3 clusters Score -408708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -408711.437500 Penalty: 2649.557861
	Iteration 37Q: 3 clusters Score -408711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -408714.937500 Penalty: 2649.557861
	Iteration 38Q: 3 clusters Score -408714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -408717.593750 Penalty: 2649.557861
	Iteration 39Q: 3 clusters Score -408717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -408721.812500 Penalty: 2649.557861
	Iteration 40F: 3 clusters Score -408721.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -408725.343750 Penalty: 2649.557861
	Iteration 41Q: 3 clusters Score -408725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -408730.375000 Penalty: 2649.557861
	Iteration 42Q: 3 clusters Score -408730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -408733.468750 Penalty: 2649.557861
	Iteration 43Q: 3 clusters Score -408733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -408737.031250 Penalty: 2649.557861
	Iteration 44Q: 3 clusters Score -408737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -408741.937500 Penalty: 2649.557861
	Iteration 45Q: 3 clusters Score -408741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -408745.468750 Penalty: 2649.557861
	Iteration 46Q: 3 clusters Score -408745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -408748.718750 Penalty: 2649.557861
	Iteration 47Q: 3 clusters Score -408748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -408750.187500 Penalty: 2649.557861
	Iteration 48Q: 3 clusters Score -408750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -408752.093750 Penalty: 2649.557861
	Iteration 49Q: 3 clusters Score -408752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -408751.812500 Penalty: 2649.557861
	Iteration 50Q: 3 clusters Score -408751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -408752.125000 Penalty: 2649.557861
	Iteration 51Q: 3 clusters Score -408752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -408752.625000 Penalty: 2649.557861
	Iteration 52Q: 3 clusters Score -408752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -408752.625000 Penalty: 2649.557861
	Iteration 53F: 3 clusters Score -408752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -813542.812500 Penalty: 1426.227417
	Iteration 0F: 2 clusters Score -813542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -808671.000000 Penalty: 2852.454834
	Iteration 0F: 3 clusters Score -808671 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -810200.875000 Penalty: 2852.454834
	Iteration 1F: 3 clusters Score -810200.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -810429.937500 Penalty: 2852.454834
	Iteration 2F: 3 clusters Score -810429.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -810593.875000 Penalty: 2852.454834
	Iteration 3F: 3 clusters Score -810593.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -810749.437500 Penalty: 2852.454834
	Iteration 4Q: 3 clusters Score -810749.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -810928.750000 Penalty: 2852.454834
	Iteration 5Q: 3 clusters Score -810928.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -811088.187500 Penalty: 2852.454834
	Iteration 6Q: 3 clusters Score -811088.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -811225.187500 Penalty: 2852.454834
	Iteration 7Q: 3 clusters Score -811225.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -811373.375000 Penalty: 2852.454834
	Iteration 8Q: 3 clusters Score -811373.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -811507.000000 Penalty: 2852.454834
	Iteration 9Q: 3 clusters Score -811507 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -811620.125000 Penalty: 2852.454834
	Iteration 10Q: 3 clusters Score -811620.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -811714.937500 Penalty: 2852.454834
	Iteration 11Q: 3 clusters Score -811714.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -811799.437500 Penalty: 2852.454834
	Iteration 12Q: 3 clusters Score -811799.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -811862.375000 Penalty: 2852.454834
	Iteration 13Q: 3 clusters Score -811862.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -811905.812500 Penalty: 2852.454834
	Iteration 14Q: 3 clusters Score -811905.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -811939.250000 Penalty: 2852.454834
	Iteration 15Q: 3 clusters Score -811939.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -811968.062500 Penalty: 2852.454834
	Iteration 16Q: 3 clusters Score -811968.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -811986.500000 Penalty: 2852.454834
	Iteration 17Q: 3 clusters Score -811986.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -812004.875000 Penalty: 2852.454834
	Iteration 18Q: 3 clusters Score -812004.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -812021.375000 Penalty: 2852.454834
	Iteration 19Q: 3 clusters Score -812021.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -812042.375000 Penalty: 2852.454834
	Iteration 20F: 3 clusters Score -812042.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -812053.500000 Penalty: 2852.454834
	Iteration 21Q: 3 clusters Score -812053.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -812072.250000 Penalty: 2852.454834
	Iteration 22Q: 3 clusters Score -812072.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -812085.562500 Penalty: 2852.454834
	Iteration 23Q: 3 clusters Score -812085.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -812095.562500 Penalty: 2852.454834
	Iteration 24Q: 3 clusters Score -812095.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -812098.937500 Penalty: 2852.454834
	Iteration 25Q: 3 clusters Score -812098.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -812104.125000 Penalty: 2852.454834
	Iteration 26Q: 3 clusters Score -812104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -812112.500000 Penalty: 2852.454834
	Iteration 27Q: 3 clusters Score -812112.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -812118.937500 Penalty: 2852.454834
	Iteration 28Q: 3 clusters Score -812118.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -812124.375000 Penalty: 2852.454834
	Iteration 29Q: 3 clusters Score -812124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -812126.187500 Penalty: 2852.454834
	Iteration 30Q: 3 clusters Score -812126.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -812128.375000 Penalty: 2852.454834
	Iteration 31Q: 3 clusters Score -812128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -812132.062500 Penalty: 2852.454834
	Iteration 32Q: 3 clusters Score -812132.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -812137.312500 Penalty: 2852.454834
	Iteration 33Q: 3 clusters Score -812137.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -812140.625000 Penalty: 2852.454834
	Iteration 34Q: 3 clusters Score -812140.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -812146.687500 Penalty: 2852.454834
	Iteration 35Q: 3 clusters Score -812146.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -812147.812500 Penalty: 2852.454834
	Iteration 36Q: 3 clusters Score -812147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -812148.062500 Penalty: 2852.454834
	Iteration 37Q: 3 clusters Score -812148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -812150.625000 Penalty: 2852.454834
	Iteration 38Q: 3 clusters Score -812150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -812151.125000 Penalty: 2852.454834
	Iteration 39Q: 3 clusters Score -812151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -812153.187500 Penalty: 2852.454834
	Iteration 40F: 3 clusters Score -812153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -812156.687500 Penalty: 2852.454834
	Iteration 41Q: 3 clusters Score -812156.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -812156.250000 Penalty: 2852.454834
	Iteration 42Q: 3 clusters Score -812156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -812160.750000 Penalty: 2852.454834
	Iteration 43Q: 3 clusters Score -812160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -812162.062500 Penalty: 2852.454834
	Iteration 44Q: 3 clusters Score -812162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -812165.312500 Penalty: 2852.454834
	Iteration 45Q: 3 clusters Score -812165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -812168.125000 Penalty: 2852.454834
	Iteration 46Q: 3 clusters Score -812168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -812167.875000 Penalty: 2852.454834
	Iteration 47Q: 3 clusters Score -812167.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -812171.437500 Penalty: 2852.454834
	Iteration 48Q: 3 clusters Score -812171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -812173.500000 Penalty: 2852.454834
	Iteration 49Q: 3 clusters Score -812173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -812174.437500 Penalty: 2852.454834
	Iteration 50Q: 3 clusters Score -812174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -812175.937500 Penalty: 2852.454834
	Iteration 51Q: 3 clusters Score -812175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -812174.875000 Penalty: 2852.454834
	Iteration 52Q: 3 clusters Score -812174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -812176.937500 Penalty: 2852.454834
	Iteration 53Q: 3 clusters Score -812176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -812177.750000 Penalty: 2852.454834
	Iteration 54Q: 3 clusters Score -812177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -812177.437500 Penalty: 2852.454834
	Iteration 55Q: 3 clusters Score -812177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -812178.500000 Penalty: 2852.454834
	Iteration 56Q: 3 clusters Score -812178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -812178.437500 Penalty: 2852.454834
	Iteration 57Q: 3 clusters Score -812178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -812180.125000 Penalty: 2852.454834
	Iteration 58Q: 3 clusters Score -812180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -812183.437500 Penalty: 2852.454834
	Iteration 59Q: 3 clusters Score -812183.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -812185.375000 Penalty: 2852.454834
	Iteration 60F: 3 clusters Score -812185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -812185.500000 Penalty: 2852.454834
	Iteration 61Q: 3 clusters Score -812185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -812185.875000 Penalty: 2852.454834
	Iteration 62Q: 3 clusters Score -812185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -812187.812500 Penalty: 2852.454834
	Iteration 63Q: 3 clusters Score -812187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -812189.500000 Penalty: 2852.454834
	Iteration 64Q: 3 clusters Score -812189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -812190.375000 Penalty: 2852.454834
	Iteration 65Q: 3 clusters Score -812190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -812191.437500 Penalty: 2852.454834
	Iteration 66Q: 3 clusters Score -812191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -812190.375000 Penalty: 2852.454834
	Iteration 67Q: 3 clusters Score -812190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -812190.375000 Penalty: 2852.454834
	Iteration 68F: 3 clusters Score -812190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Entering Unmasked Estep 
Score: -3794160.500000 Penalty: 1670.690063
	Iteration 0F: 2 clusters Score -3794160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3774590.750000 Penalty: 3341.380127
	Iteration 0F: 3 clusters Score -3774591 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3782061.500000 Penalty: 3341.380127
	Iteration 1F: 3 clusters Score -3782062 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3782511.000000 Penalty: 3341.380127
	Iteration 2Q: 3 clusters Score -3782511 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3783046.000000 Penalty: 3341.380127
	Iteration 3Q: 3 clusters Score -3783046 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3783754.000000 Penalty: 3341.380127
	Iteration 4F: 3 clusters Score -3783754 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3784576.750000 Penalty: 3341.380127
	Iteration 5F: 3 clusters Score -3784577 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3785498.500000 Penalty: 3341.380127
	Iteration 6F: 3 clusters Score -3785498 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3786474.000000 Penalty: 3341.380127
	Iteration 7F: 3 clusters Score -3786474 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3787585.750000 Penalty: 3341.380127
	Iteration 8F: 3 clusters Score -3787586 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3788713.750000 Penalty: 3341.380127
	Iteration 9Q: 3 clusters Score -3788714 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3789735.500000 Penalty: 3341.380127
	Iteration 10Q: 3 clusters Score -3789736 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3790509.000000 Penalty: 3341.380127
	Iteration 11Q: 3 clusters Score -3790509 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3790907.000000 Penalty: 3341.380127
	Iteration 12Q: 3 clusters Score -3790907 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3791091.250000 Penalty: 3341.380127
	Iteration 13Q: 3 clusters Score -3791091 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3791203.750000 Penalty: 3341.380127
	Iteration 14Q: 3 clusters Score -3791204 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3791285.500000 Penalty: 3341.380127
	Iteration 15Q: 3 clusters Score -3791286 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3791361.000000 Penalty: 3341.380127
	Iteration 16Q: 3 clusters Score -3791361 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3791428.500000 Penalty: 3341.380127
	Iteration 17Q: 3 clusters Score -3791428 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3791499.250000 Penalty: 3341.380127
	Iteration 18Q: 3 clusters Score -3791499 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3791558.500000 Penalty: 3341.380127
	Iteration 19Q: 3 clusters Score -3791558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3791593.750000 Penalty: 3341.380127
	Iteration 20F: 3 clusters Score -3791594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3791620.000000 Penalty: 3341.380127
	Iteration 21Q: 3 clusters Score -3791620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3791643.500000 Penalty: 3341.380127
	Iteration 22Q: 3 clusters Score -3791644 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3791671.500000 Penalty: 3341.380127
	Iteration 23Q: 3 clusters Score -3791672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3791686.500000 Penalty: 3341.380127
	Iteration 24Q: 3 clusters Score -3791686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3791692.500000 Penalty: 3341.380127
	Iteration 25Q: 3 clusters Score -3791692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3791717.750000 Penalty: 3341.380127
	Iteration 26Q: 3 clusters Score -3791718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3791718.000000 Penalty: 3341.380127
	Iteration 27Q: 3 clusters Score -3791718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3791732.000000 Penalty: 3341.380127
	Iteration 28Q: 3 clusters Score -3791732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3791728.000000 Penalty: 3341.380127
	Iteration 29Q: 3 clusters Score -3791728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3791750.500000 Penalty: 3341.380127
	Iteration 30Q: 3 clusters Score -3791750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3791765.750000 Penalty: 3341.380127
	Iteration 31Q: 3 clusters Score -3791766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3791781.750000 Penalty: 3341.380127
	Iteration 32Q: 3 clusters Score -3791782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3791809.500000 Penalty: 3341.380127
	Iteration 33Q: 3 clusters Score -3791810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3791822.750000 Penalty: 3341.380127
	Iteration 34Q: 3 clusters Score -3791823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3791842.000000 Penalty: 3341.380127
	Iteration 35Q: 3 clusters Score -3791842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3791862.500000 Penalty: 3341.380127
	Iteration 36Q: 3 clusters Score -3791862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3791881.000000 Penalty: 3341.380127
	Iteration 37Q: 3 clusters Score -3791881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3791899.500000 Penalty: 3341.380127
	Iteration 38Q: 3 clusters Score -3791900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3791914.000000 Penalty: 3341.380127
	Iteration 39Q: 3 clusters Score -3791914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3791925.250000 Penalty: 3341.380127
	Iteration 40F: 3 clusters Score -3791925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3791933.000000 Penalty: 3341.380127
	Iteration 41Q: 3 clusters Score -3791933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3791952.000000 Penalty: 3341.380127
	Iteration 42Q: 3 clusters Score -3791952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3791970.750000 Penalty: 3341.380127
	Iteration 43Q: 3 clusters Score -3791971 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3792010.750000 Penalty: 3341.380127
	Iteration 44Q: 3 clusters Score -3792011 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3792037.500000 Penalty: 3341.380127
	Iteration 45Q: 3 clusters Score -3792038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3792071.250000 Penalty: 3341.380127
	Iteration 46Q: 3 clusters Score -3792071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3792099.250000 Penalty: 3341.380127
	Iteration 47Q: 3 clusters Score -3792099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3792123.500000 Penalty: 3341.380127
	Iteration 48Q: 3 clusters Score -3792124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3792141.750000 Penalty: 3341.380127
	Iteration 49Q: 3 clusters Score -3792142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3792164.750000 Penalty: 3341.380127
	Iteration 50Q: 3 clusters Score -3792165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3792176.250000 Penalty: 3341.380127
	Iteration 51Q: 3 clusters Score -3792176 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3792184.750000 Penalty: 3341.380127
	Iteration 52Q: 3 clusters Score -3792185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3792200.000000 Penalty: 3341.380127
	Iteration 53Q: 3 clusters Score -3792200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3792228.750000 Penalty: 3341.380127
	Iteration 54Q: 3 clusters Score -3792229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3792247.500000 Penalty: 3341.380127
	Iteration 55Q: 3 clusters Score -3792248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3792263.750000 Penalty: 3341.380127
	Iteration 56Q: 3 clusters Score -3792264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3792287.500000 Penalty: 3341.380127
	Iteration 57Q: 3 clusters Score -3792288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3792309.750000 Penalty: 3341.380127
	Iteration 58Q: 3 clusters Score -3792310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3792326.750000 Penalty: 3341.380127
	Iteration 59Q: 3 clusters Score -3792327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3792334.000000 Penalty: 3341.380127
	Iteration 60F: 3 clusters Score -3792334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3792348.500000 Penalty: 3341.380127
	Iteration 61Q: 3 clusters Score -3792348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3792360.500000 Penalty: 3341.380127
	Iteration 62Q: 3 clusters Score -3792360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3792375.750000 Penalty: 3341.380127
	Iteration 63Q: 3 clusters Score -3792376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3792386.250000 Penalty: 3341.380127
	Iteration 64Q: 3 clusters Score -3792386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3792405.000000 Penalty: 3341.380127
	Iteration 65Q: 3 clusters Score -3792405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3792410.750000 Penalty: 3341.380127
	Iteration 66Q: 3 clusters Score -3792411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3792426.500000 Penalty: 3341.380127
	Iteration 67Q: 3 clusters Score -3792426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3792429.500000 Penalty: 3341.380127
	Iteration 68Q: 3 clusters Score -3792430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3792449.500000 Penalty: 3341.380127
	Iteration 69Q: 3 clusters Score -3792450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3792456.500000 Penalty: 3341.380127
	Iteration 70Q: 3 clusters Score -3792456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3792467.250000 Penalty: 3341.380127
	Iteration 71Q: 3 clusters Score -3792467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3792483.250000 Penalty: 3341.380127
	Iteration 72Q: 3 clusters Score -3792483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3792492.750000 Penalty: 3341.380127
	Iteration 73Q: 3 clusters Score -3792493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3792504.250000 Penalty: 3341.380127
	Iteration 74Q: 3 clusters Score -3792504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3792516.750000 Penalty: 3341.380127
	Iteration 75Q: 3 clusters Score -3792517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3792523.750000 Penalty: 3341.380127
	Iteration 76Q: 3 clusters Score -3792524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3792535.000000 Penalty: 3341.380127
	Iteration 77Q: 3 clusters Score -3792535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3792553.750000 Penalty: 3341.380127
	Iteration 78Q: 3 clusters Score -3792554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3792564.500000 Penalty: 3341.380127
	Iteration 79Q: 3 clusters Score -3792564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3792580.750000 Penalty: 3341.380127
	Iteration 80F: 3 clusters Score -3792581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3792592.500000 Penalty: 3341.380127
	Iteration 81Q: 3 clusters Score -3792592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3792591.750000 Penalty: 3341.380127
	Iteration 82Q: 3 clusters Score -3792592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3792595.500000 Penalty: 3341.380127
	Iteration 83Q: 3 clusters Score -3792596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3792601.250000 Penalty: 3341.380127
	Iteration 84Q: 3 clusters Score -3792601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3792605.250000 Penalty: 3341.380127
	Iteration 85Q: 3 clusters Score -3792605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3792613.750000 Penalty: 3341.380127
	Iteration 86Q: 3 clusters Score -3792614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3792621.000000 Penalty: 3341.380127
	Iteration 87Q: 3 clusters Score -3792621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3792620.000000 Penalty: 3341.380127
	Iteration 88Q: 3 clusters Score -3792620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3792627.000000 Penalty: 3341.380127
	Iteration 89Q: 3 clusters Score -3792627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3792632.500000 Penalty: 3341.380127
	Iteration 90Q: 3 clusters Score -3792632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3792632.500000 Penalty: 3341.380127
	Iteration 91Q: 3 clusters Score -3792632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3792639.750000 Penalty: 3341.380127
	Iteration 92Q: 3 clusters Score -3792640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3792639.000000 Penalty: 3341.380127
	Iteration 93Q: 3 clusters Score -3792639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3792650.500000 Penalty: 3341.380127
	Iteration 94Q: 3 clusters Score -3792650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3792661.500000 Penalty: 3341.380127
	Iteration 95Q: 3 clusters Score -3792662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3792661.500000 Penalty: 3341.380127
	Iteration 96Q: 3 clusters Score -3792662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3792665.000000 Penalty: 3341.380127
	Iteration 97Q: 3 clusters Score -3792665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3792671.750000 Penalty: 3341.380127
	Iteration 98Q: 3 clusters Score -3792672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3792685.000000 Penalty: 3341.380127
	Iteration 99Q: 3 clusters Score -3792685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3792687.250000 Penalty: 3341.380127
	Iteration 100F: 3 clusters Score -3792687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3792692.250000 Penalty: 3341.380127
	Iteration 101Q: 3 clusters Score -3792692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3792696.250000 Penalty: 3341.380127
	Iteration 102Q: 3 clusters Score -3792696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3792700.000000 Penalty: 3341.380127
	Iteration 103Q: 3 clusters Score -3792700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3792705.500000 Penalty: 3341.380127
	Iteration 104Q: 3 clusters Score -3792706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3792711.250000 Penalty: 3341.380127
	Iteration 105Q: 3 clusters Score -3792711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3792715.750000 Penalty: 3341.380127
	Iteration 106Q: 3 clusters Score -3792716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3792719.000000 Penalty: 3341.380127
	Iteration 107Q: 3 clusters Score -3792719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3792726.000000 Penalty: 3341.380127
	Iteration 108Q: 3 clusters Score -3792726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3792731.750000 Penalty: 3341.380127
	Iteration 109Q: 3 clusters Score -3792732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3792733.500000 Penalty: 3341.380127
	Iteration 110Q: 3 clusters Score -3792734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3792734.250000 Penalty: 3341.380127
	Iteration 111Q: 3 clusters Score -3792734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3792744.750000 Penalty: 3341.380127
	Iteration 112Q: 3 clusters Score -3792745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3792759.250000 Penalty: 3341.380127
	Iteration 113Q: 3 clusters Score -3792759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3792762.000000 Penalty: 3341.380127
	Iteration 114Q: 3 clusters Score -3792762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3792768.500000 Penalty: 3341.380127
	Iteration 115Q: 3 clusters Score -3792768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3792771.500000 Penalty: 3341.380127
	Iteration 116Q: 3 clusters Score -3792772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3792771.250000 Penalty: 3341.380127
	Iteration 117Q: 3 clusters Score -3792771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3792770.250000 Penalty: 3341.380127
	Iteration 118Q: 3 clusters Score -3792770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3792772.750000 Penalty: 3341.380127
	Iteration 119Q: 3 clusters Score -3792773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3792773.000000 Penalty: 3341.380127
	Iteration 120F: 3 clusters Score -3792773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3792777.500000 Penalty: 3341.380127
	Iteration 121Q: 3 clusters Score -3792778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3792775.750000 Penalty: 3341.380127
	Iteration 122Q: 3 clusters Score -3792776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3792785.250000 Penalty: 3341.380127
	Iteration 123Q: 3 clusters Score -3792785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3792784.500000 Penalty: 3341.380127
	Iteration 124Q: 3 clusters Score -3792784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3792789.500000 Penalty: 3341.380127
	Iteration 125Q: 3 clusters Score -3792790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3792790.250000 Penalty: 3341.380127
	Iteration 126Q: 3 clusters Score -3792790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3792789.000000 Penalty: 3341.380127
	Iteration 127Q: 3 clusters Score -3792789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3792790.000000 Penalty: 3341.380127
	Iteration 128Q: 3 clusters Score -3792790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3792789.250000 Penalty: 3341.380127
	Iteration 129Q: 3 clusters Score -3792789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3792791.750000 Penalty: 3341.380127
	Iteration 130Q: 3 clusters Score -3792792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3792792.500000 Penalty: 3341.380127
	Iteration 131Q: 3 clusters Score -3792792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3792795.750000 Penalty: 3341.380127
	Iteration 132Q: 3 clusters Score -3792796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3792800.250000 Penalty: 3341.380127
	Iteration 133Q: 3 clusters Score -3792800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3792800.500000 Penalty: 3341.380127
	Iteration 134Q: 3 clusters Score -3792800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3792804.250000 Penalty: 3341.380127
	Iteration 135Q: 3 clusters Score -3792804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3792801.500000 Penalty: 3341.380127
	Iteration 136Q: 3 clusters Score -3792802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3792804.000000 Penalty: 3341.380127
	Iteration 137Q: 3 clusters Score -3792804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3792806.250000 Penalty: 3341.380127
	Iteration 138Q: 3 clusters Score -3792806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3792804.750000 Penalty: 3341.380127
	Iteration 139Q: 3 clusters Score -3792805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3792804.750000 Penalty: 3341.380127
	Iteration 140F: 3 clusters Score -3792805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -253517.906250 Penalty: 1249.597168
	Iteration 0F: 2 clusters Score -253517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -251313.500000 Penalty: 2499.194336
	Iteration 0F: 3 clusters Score -251313.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251807.781250 Penalty: 2499.194336
	Iteration 1F: 3 clusters Score -251807.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -251953.031250 Penalty: 2499.194336
	Iteration 2F: 3 clusters Score -251953 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -252038.421875 Penalty: 2499.194336
	Iteration 3Q: 3 clusters Score -252038.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -252107.437500 Penalty: 2499.194336
	Iteration 4Q: 3 clusters Score -252107.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -252170.750000 Penalty: 2499.194336
	Iteration 5Q: 3 clusters Score -252170.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252226.781250 Penalty: 2499.194336
	Iteration 6Q: 3 clusters Score -252226.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252282.015625 Penalty: 2499.194336
	Iteration 7Q: 3 clusters Score -252282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252313.031250 Penalty: 2499.194336
	Iteration 8Q: 3 clusters Score -252313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252329.125000 Penalty: 2499.194336
	Iteration 9Q: 3 clusters Score -252329.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -252344.453125 Penalty: 2499.194336
	Iteration 10Q: 3 clusters Score -252344.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252358.218750 Penalty: 2499.194336
	Iteration 11Q: 3 clusters Score -252358.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -252375.718750 Penalty: 2499.194336
	Iteration 12Q: 3 clusters Score -252375.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252393.812500 Penalty: 2499.194336
	Iteration 13Q: 3 clusters Score -252393.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -252403.828125 Penalty: 2499.194336
	Iteration 14Q: 3 clusters Score -252403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -252414.515625 Penalty: 2499.194336
	Iteration 15Q: 3 clusters Score -252414.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -252427.218750 Penalty: 2499.194336
	Iteration 16Q: 3 clusters Score -252427.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -252439.890625 Penalty: 2499.194336
	Iteration 17Q: 3 clusters Score -252439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -252445.687500 Penalty: 2499.194336
	Iteration 18Q: 3 clusters Score -252445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252451.437500 Penalty: 2499.194336
	Iteration 19Q: 3 clusters Score -252451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -252457.046875 Penalty: 2499.194336
	Iteration 20F: 3 clusters Score -252457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -252460.046875 Penalty: 2499.194336
	Iteration 21Q: 3 clusters Score -252460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -252461.281250 Penalty: 2499.194336
	Iteration 22Q: 3 clusters Score -252461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -252462.375000 Penalty: 2499.194336
	Iteration 23Q: 3 clusters Score -252462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -252462.468750 Penalty: 2499.194336
	Iteration 24Q: 3 clusters Score -252462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -252462.796875 Penalty: 2499.194336
	Iteration 25Q: 3 clusters Score -252462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -252465.718750 Penalty: 2499.194336
	Iteration 26Q: 3 clusters Score -252465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -252469.531250 Penalty: 2499.194336
	Iteration 27Q: 3 clusters Score -252469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -252473.781250 Penalty: 2499.194336
	Iteration 28Q: 3 clusters Score -252473.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -252477.406250 Penalty: 2499.194336
	Iteration 29Q: 3 clusters Score -252477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -252480.562500 Penalty: 2499.194336
	Iteration 30Q: 3 clusters Score -252480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -252484.265625 Penalty: 2499.194336
	Iteration 31Q: 3 clusters Score -252484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -252485.312500 Penalty: 2499.194336
	Iteration 32Q: 3 clusters Score -252485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -252488.890625 Penalty: 2499.194336
	Iteration 33Q: 3 clusters Score -252488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -252490.718750 Penalty: 2499.194336
	Iteration 34Q: 3 clusters Score -252490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -252490.984375 Penalty: 2499.194336
	Iteration 35Q: 3 clusters Score -252491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -252493.046875 Penalty: 2499.194336
	Iteration 36Q: 3 clusters Score -252493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -252494.296875 Penalty: 2499.194336
	Iteration 37Q: 3 clusters Score -252494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -252496.234375 Penalty: 2499.194336
	Iteration 38Q: 3 clusters Score -252496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -252497.093750 Penalty: 2499.194336
	Iteration 39Q: 3 clusters Score -252497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -252498.343750 Penalty: 2499.194336
	Iteration 40F: 3 clusters Score -252498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -252498.671875 Penalty: 2499.194336
	Iteration 41Q: 3 clusters Score -252498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -252500.609375 Penalty: 2499.194336
	Iteration 42Q: 3 clusters Score -252500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -252503.906250 Penalty: 2499.194336
	Iteration 43Q: 3 clusters Score -252503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -252507.484375 Penalty: 2499.194336
	Iteration 44Q: 3 clusters Score -252507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -252512.218750 Penalty: 2499.194336
	Iteration 45Q: 3 clusters Score -252512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -252514.671875 Penalty: 2499.194336
	Iteration 46Q: 3 clusters Score -252514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -252516.546875 Penalty: 2499.194336
	Iteration 47Q: 3 clusters Score -252516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -252520.296875 Penalty: 2499.194336
	Iteration 48Q: 3 clusters Score -252520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -252524.437500 Penalty: 2499.194336
	Iteration 49Q: 3 clusters Score -252524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -252527.515625 Penalty: 2499.194336
	Iteration 50Q: 3 clusters Score -252527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -252529.531250 Penalty: 2499.194336
	Iteration 51Q: 3 clusters Score -252529.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -252532.265625 Penalty: 2499.194336
	Iteration 52Q: 3 clusters Score -252532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -252533.375000 Penalty: 2499.194336
	Iteration 53Q: 3 clusters Score -252533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -252535.531250 Penalty: 2499.194336
	Iteration 54Q: 3 clusters Score -252535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -252539.859375 Penalty: 2499.194336
	Iteration 55Q: 3 clusters Score -252539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252543.046875 Penalty: 2499.194336
	Iteration 56Q: 3 clusters Score -252543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -252546.593750 Penalty: 2499.194336
	Iteration 57Q: 3 clusters Score -252546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -252547.984375 Penalty: 2499.194336
	Iteration 58Q: 3 clusters Score -252548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -252548.156250 Penalty: 2499.194336
	Iteration 59Q: 3 clusters Score -252548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -252548.578125 Penalty: 2499.194336
	Iteration 60F: 3 clusters Score -252548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Entering Unmasked Estep 
Score: -2192851.000000 Penalty: 1576.204102
	Iteration 0F: 2 clusters Score -2192851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2181629.250000 Penalty: 3152.408203
	Iteration 0F: 3 clusters Score -2181629 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2185660.250000 Penalty: 3152.408203
	Iteration 1F: 3 clusters Score -2185660 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2185946.250000 Penalty: 3152.408203
	Iteration 2Q: 3 clusters Score -2185946 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2186203.000000 Penalty: 3152.408203
	Iteration 3Q: 3 clusters Score -2186203 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2186461.000000 Penalty: 3152.408203
	Iteration 4Q: 3 clusters Score -2186461 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2186709.500000 Penalty: 3152.408203
	Iteration 5Q: 3 clusters Score -2186710 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2186992.250000 Penalty: 3152.408203
	Iteration 6Q: 3 clusters Score -2186992 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2187330.000000 Penalty: 3152.408203
	Iteration 7Q: 3 clusters Score -2187330 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2187774.500000 Penalty: 3152.408203
	Iteration 8Q: 3 clusters Score -2187774 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2188315.750000 Penalty: 3152.408203
	Iteration 9Q: 3 clusters Score -2188316 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2188927.750000 Penalty: 3152.408203
	Iteration 10Q: 3 clusters Score -2188928 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2189555.250000 Penalty: 3152.408203
	Iteration 11Q: 3 clusters Score -2189555 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2190114.000000 Penalty: 3152.408203
	Iteration 12Q: 3 clusters Score -2190114 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2190533.500000 Penalty: 3152.408203
	Iteration 13Q: 3 clusters Score -2190534 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2190834.250000 Penalty: 3152.408203
	Iteration 14Q: 3 clusters Score -2190834 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2191025.500000 Penalty: 3152.408203
	Iteration 15Q: 3 clusters Score -2191026 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2191141.500000 Penalty: 3152.408203
	Iteration 16Q: 3 clusters Score -2191142 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2191231.750000 Penalty: 3152.408203
	Iteration 17Q: 3 clusters Score -2191232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2191281.500000 Penalty: 3152.408203
	Iteration 18Q: 3 clusters Score -2191282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2191318.000000 Penalty: 3152.408203
	Iteration 19Q: 3 clusters Score -2191318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 3152.408203
	Iteration 20F: 3 clusters Score -2191345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2191363.500000 Penalty: 3152.408203
	Iteration 21Q: 3 clusters Score -2191364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2191382.000000 Penalty: 3152.408203
	Iteration 22Q: 3 clusters Score -2191382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2191389.500000 Penalty: 3152.408203
	Iteration 23Q: 3 clusters Score -2191390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2191393.750000 Penalty: 3152.408203
	Iteration 24Q: 3 clusters Score -2191394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2191401.000000 Penalty: 3152.408203
	Iteration 25Q: 3 clusters Score -2191401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2191405.750000 Penalty: 3152.408203
	Iteration 26Q: 3 clusters Score -2191406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2191411.500000 Penalty: 3152.408203
	Iteration 27Q: 3 clusters Score -2191412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2191416.500000 Penalty: 3152.408203
	Iteration 28Q: 3 clusters Score -2191416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2191422.750000 Penalty: 3152.408203
	Iteration 29Q: 3 clusters Score -2191423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2191427.250000 Penalty: 3152.408203
	Iteration 30Q: 3 clusters Score -2191427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2191430.000000 Penalty: 3152.408203
	Iteration 31Q: 3 clusters Score -2191430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2191433.500000 Penalty: 3152.408203
	Iteration 32Q: 3 clusters Score -2191434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2191440.000000 Penalty: 3152.408203
	Iteration 33Q: 3 clusters Score -2191440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2191443.750000 Penalty: 3152.408203
	Iteration 34Q: 3 clusters Score -2191444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2191442.750000 Penalty: 3152.408203
	Iteration 35Q: 3 clusters Score -2191443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2191449.250000 Penalty: 3152.408203
	Iteration 36Q: 3 clusters Score -2191449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2191450.750000 Penalty: 3152.408203
	Iteration 37Q: 3 clusters Score -2191451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2191451.750000 Penalty: 3152.408203
	Iteration 38Q: 3 clusters Score -2191452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2191452.750000 Penalty: 3152.408203
	Iteration 39Q: 3 clusters Score -2191453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2191452.750000 Penalty: 3152.408203
	Iteration 40F: 3 clusters Score -2191453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Entering Unmasked Estep 
Score: -5461457.500000 Penalty: 1726.744629
	Iteration 0F: 2 clusters Score -5461458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5433737.500000 Penalty: 3453.489258
	Iteration 0F: 3 clusters Score -5433738 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5444636.000000 Penalty: 3453.489258
	Iteration 1F: 3 clusters Score -5444636 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5445014.000000 Penalty: 3453.489258
	Iteration 2Q: 3 clusters Score -5445014 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5445353.000000 Penalty: 3453.489258
	Iteration 3Q: 3 clusters Score -5445353 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5445658.000000 Penalty: 3453.489258
	Iteration 4Q: 3 clusters Score -5445658 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5445963.500000 Penalty: 3453.489258
	Iteration 5Q: 3 clusters Score -5445964 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5446369.000000 Penalty: 3453.489258
	Iteration 6Q: 3 clusters Score -5446369 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -5446903.000000 Penalty: 3453.489258
	Iteration 7Q: 3 clusters Score -5446903 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -5447664.500000 Penalty: 3453.489258
	Iteration 8Q: 3 clusters Score -5447664 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5448973.500000 Penalty: 3453.489258
	Iteration 9F: 3 clusters Score -5448974 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5450867.500000 Penalty: 3453.489258
	Iteration 10F: 3 clusters Score -5450868 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -5453288.500000 Penalty: 3453.489258
	Iteration 11F: 3 clusters Score -5453288 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5455713.000000 Penalty: 3453.489258
	Iteration 12F: 3 clusters Score -5455713 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5457632.000000 Penalty: 3453.489258
	Iteration 13F: 3 clusters Score -5457632 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5458741.500000 Penalty: 3453.489258
	Iteration 14Q: 3 clusters Score -5458742 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5459331.500000 Penalty: 3453.489258
	Iteration 15Q: 3 clusters Score -5459332 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5459617.500000 Penalty: 3453.489258
	Iteration 16Q: 3 clusters Score -5459618 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5459773.500000 Penalty: 3453.489258
	Iteration 17Q: 3 clusters Score -5459774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5459829.500000 Penalty: 3453.489258
	Iteration 18Q: 3 clusters Score -5459830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5459873.000000 Penalty: 3453.489258
	Iteration 19Q: 3 clusters Score -5459873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5459911.500000 Penalty: 3453.489258
	Iteration 20F: 3 clusters Score -5459912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5459934.500000 Penalty: 3453.489258
	Iteration 21Q: 3 clusters Score -5459934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5459955.500000 Penalty: 3453.489258
	Iteration 22Q: 3 clusters Score -5459956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5459966.000000 Penalty: 3453.489258
	Iteration 23Q: 3 clusters Score -5459966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5459970.000000 Penalty: 3453.489258
	Iteration 24Q: 3 clusters Score -5459970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5459972.000000 Penalty: 3453.489258
	Iteration 25Q: 3 clusters Score -5459972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5459977.000000 Penalty: 3453.489258
	Iteration 26Q: 3 clusters Score -5459977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5459980.000000 Penalty: 3453.489258
	Iteration 27Q: 3 clusters Score -5459980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5459987.500000 Penalty: 3453.489258
	Iteration 28Q: 3 clusters Score -5459988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5459992.500000 Penalty: 3453.489258
	Iteration 29Q: 3 clusters Score -5459992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5459997.500000 Penalty: 3453.489258
	Iteration 30Q: 3 clusters Score -5459998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5459997.500000 Penalty: 3453.489258
	Iteration 31F: 3 clusters Score -5459998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -2404593.750000 Penalty: 1601.545166
	Iteration 0F: 2 clusters Score -2404594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2391575.750000 Penalty: 3203.090332
	Iteration 0F: 3 clusters Score -2391576 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2396152.250000 Penalty: 3203.090332
	Iteration 1F: 3 clusters Score -2396152 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2396471.250000 Penalty: 3203.090332
	Iteration 2Q: 3 clusters Score -2396471 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2396781.250000 Penalty: 3203.090332
	Iteration 3Q: 3 clusters Score -2396781 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2397050.000000 Penalty: 3203.090332
	Iteration 4Q: 3 clusters Score -2397050 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2397362.750000 Penalty: 3203.090332
	Iteration 5Q: 3 clusters Score -2397363 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2397704.500000 Penalty: 3203.090332
	Iteration 6Q: 3 clusters Score -2397704 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2398144.500000 Penalty: 3203.090332
	Iteration 7Q: 3 clusters Score -2398144 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2398718.000000 Penalty: 3203.090332
	Iteration 8F: 3 clusters Score -2398718 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2399484.000000 Penalty: 3203.090332
	Iteration 9F: 3 clusters Score -2399484 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2400439.250000 Penalty: 3203.090332
	Iteration 10F: 3 clusters Score -2400439 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2401367.000000 Penalty: 3203.090332
	Iteration 11F: 3 clusters Score -2401367 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2402163.750000 Penalty: 3203.090332
	Iteration 12Q: 3 clusters Score -2402164 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2402668.000000 Penalty: 3203.090332
	Iteration 13Q: 3 clusters Score -2402668 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2402919.500000 Penalty: 3203.090332
	Iteration 14Q: 3 clusters Score -2402920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2403040.750000 Penalty: 3203.090332
	Iteration 15Q: 3 clusters Score -2403041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2403117.250000 Penalty: 3203.090332
	Iteration 16Q: 3 clusters Score -2403117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2403171.750000 Penalty: 3203.090332
	Iteration 17Q: 3 clusters Score -2403172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2403202.000000 Penalty: 3203.090332
	Iteration 18Q: 3 clusters Score -2403202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2403219.000000 Penalty: 3203.090332
	Iteration 19Q: 3 clusters Score -2403219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2403233.500000 Penalty: 3203.090332
	Iteration 20F: 3 clusters Score -2403234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2403242.250000 Penalty: 3203.090332
	Iteration 21Q: 3 clusters Score -2403242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2403249.750000 Penalty: 3203.090332
	Iteration 22Q: 3 clusters Score -2403250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2403256.000000 Penalty: 3203.090332
	Iteration 23Q: 3 clusters Score -2403256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2403258.250000 Penalty: 3203.090332
	Iteration 24Q: 3 clusters Score -2403258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2403260.500000 Penalty: 3203.090332
	Iteration 25Q: 3 clusters Score -2403260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2403260.250000 Penalty: 3203.090332
	Iteration 26Q: 3 clusters Score -2403260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2403265.500000 Penalty: 3203.090332
	Iteration 27Q: 3 clusters Score -2403266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2403272.000000 Penalty: 3203.090332
	Iteration 28Q: 3 clusters Score -2403272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2403278.000000 Penalty: 3203.090332
	Iteration 29Q: 3 clusters Score -2403278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2403284.500000 Penalty: 3203.090332
	Iteration 30Q: 3 clusters Score -2403284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2403289.250000 Penalty: 3203.090332
	Iteration 31Q: 3 clusters Score -2403289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2403290.500000 Penalty: 3203.090332
	Iteration 32Q: 3 clusters Score -2403290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2403290.500000 Penalty: 3203.090332
	Iteration 33F: 3 clusters Score -2403290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -312733.031250 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -312733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -310278.406250 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -310278.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -310894.375000 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -310894.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311069.375000 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -311069.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -311176.062500 Penalty: 2555.811523
	Iteration 3F: 3 clusters Score -311176.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -311242.125000 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -311242.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311290.781250 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -311290.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -311327.406250 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -311327.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -311355.750000 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -311355.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -311380.218750 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -311380.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -311402.875000 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -311402.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -311426.812500 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -311426.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -311447.468750 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -311447.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -311468.500000 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -311468.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -311488.937500 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -311488.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -311507.656250 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -311507.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -311532.312500 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -311532.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -311556.531250 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -311556.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -311578.625000 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -311578.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -311594.218750 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -311594.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -311609.156250 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -311609.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -311624.906250 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -311624.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -311639.468750 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -311639.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -311649.562500 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -311649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -311657.062500 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -311657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -311663.437500 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -311663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -311670.750000 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -311670.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -311678.906250 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -311678.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -311687.937500 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -311687.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -311694.375000 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -311694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -311699.531250 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -311699.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -311703.437500 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -311703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -311706.656250 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -311706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -311709.468750 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -311709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -311711.250000 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -311711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -311712.906250 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -311712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -311714.968750 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -311715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -311716.531250 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -311716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -311718.406250 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -311718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -311723.781250 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -311723.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -311733.812500 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -311733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -311740.281250 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -311740.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -311744.375000 Penalty: 2555.811523
	Iteration 41Q: 3 clusters Score -311744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -311746.500000 Penalty: 2555.811523
	Iteration 42Q: 3 clusters Score -311746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -311746.781250 Penalty: 2555.811523
	Iteration 43Q: 3 clusters Score -311746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -311746.781250 Penalty: 2555.811523
	Iteration 44F: 3 clusters Score -311746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Entering Unmasked Estep 
Score: -2150280.000000 Penalty: 1576.453003
	Iteration 0F: 2 clusters Score -2150280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2139016.750000 Penalty: 3152.906006
	Iteration 0F: 3 clusters Score -2139017 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2143023.250000 Penalty: 3152.906006
	Iteration 1F: 3 clusters Score -2143023 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2143336.750000 Penalty: 3152.906006
	Iteration 2F: 3 clusters Score -2143337 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2143676.250000 Penalty: 3152.906006
	Iteration 3Q: 3 clusters Score -2143676 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2144076.000000 Penalty: 3152.906006
	Iteration 4F: 3 clusters Score -2144076 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2144587.250000 Penalty: 3152.906006
	Iteration 5F: 3 clusters Score -2144587 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2145204.750000 Penalty: 3152.906006
	Iteration 6F: 3 clusters Score -2145205 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2145874.500000 Penalty: 3152.906006
	Iteration 7F: 3 clusters Score -2145874 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2146641.500000 Penalty: 3152.906006
	Iteration 8F: 3 clusters Score -2146642 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2147446.500000 Penalty: 3152.906006
	Iteration 9F: 3 clusters Score -2147446 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2148093.250000 Penalty: 3152.906006
	Iteration 10Q: 3 clusters Score -2148093 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2148458.750000 Penalty: 3152.906006
	Iteration 11Q: 3 clusters Score -2148459 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2148652.750000 Penalty: 3152.906006
	Iteration 12Q: 3 clusters Score -2148653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2148745.250000 Penalty: 3152.906006
	Iteration 13Q: 3 clusters Score -2148745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2148802.250000 Penalty: 3152.906006
	Iteration 14Q: 3 clusters Score -2148802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2148822.750000 Penalty: 3152.906006
	Iteration 15Q: 3 clusters Score -2148823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2148831.750000 Penalty: 3152.906006
	Iteration 16Q: 3 clusters Score -2148832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2148839.000000 Penalty: 3152.906006
	Iteration 17Q: 3 clusters Score -2148839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2148851.750000 Penalty: 3152.906006
	Iteration 18Q: 3 clusters Score -2148852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2148862.750000 Penalty: 3152.906006
	Iteration 19Q: 3 clusters Score -2148863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2148870.000000 Penalty: 3152.906006
	Iteration 20F: 3 clusters Score -2148870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -8939.258789 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -8939.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8455.488281 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8455.488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8647.219727 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8647.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8703.076172 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8703.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8746.775391 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8746.775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8755.610352 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8755.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8764.651367 Penalty: 1576.909790
	Iteration 5Q: 3 clusters Score -8764.651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8769.052734 Penalty: 1576.909790
	Iteration 6Q: 3 clusters Score -8769.053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8772.023438 Penalty: 1576.909790
	Iteration 7Q: 3 clusters Score -8772.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8772.023438 Penalty: 1576.909790
	Iteration 8F: 3 clusters Score -8772.023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -118791.945312 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -118791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117330.140625 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -117330.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117666.773438 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -117666.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117873.578125 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -117873.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118002.335938 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -118002.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118130.992188 Penalty: 2246.641357
	Iteration 4F: 3 clusters Score -118131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118226.218750 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -118226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118277.640625 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -118277.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118345.367188 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -118345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118411.093750 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -118411.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118468.453125 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -118468.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118516.093750 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -118516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118556.664062 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -118556.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118603.328125 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -118603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118630.906250 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -118630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118656.601562 Penalty: 2246.641357
	Iteration 14Q: 3 clusters Score -118656.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118686.398438 Penalty: 2246.641357
	Iteration 15Q: 3 clusters Score -118686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118721.742188 Penalty: 2246.641357
	Iteration 16Q: 3 clusters Score -118721.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118755.156250 Penalty: 2246.641357
	Iteration 17Q: 3 clusters Score -118755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118769.117188 Penalty: 2246.641357
	Iteration 18Q: 3 clusters Score -118769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118772.671875 Penalty: 2246.641357
	Iteration 19Q: 3 clusters Score -118772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118774.359375 Penalty: 2246.641357
	Iteration 20F: 3 clusters Score -118774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118778.710938 Penalty: 2246.641357
	Iteration 21Q: 3 clusters Score -118778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118785.453125 Penalty: 2246.641357
	Iteration 22Q: 3 clusters Score -118785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118795.476562 Penalty: 2246.641357
	Iteration 23Q: 3 clusters Score -118795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118798.132812 Penalty: 2246.641357
	Iteration 24Q: 3 clusters Score -118798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118802.015625 Penalty: 2246.641357
	Iteration 25Q: 3 clusters Score -118802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -118803.671875 Penalty: 2246.641357
	Iteration 26Q: 3 clusters Score -118803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -118804.296875 Penalty: 2246.641357
	Iteration 27Q: 3 clusters Score -118804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -118806.070312 Penalty: 2246.641357
	Iteration 28Q: 3 clusters Score -118806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -118807.265625 Penalty: 2246.641357
	Iteration 29Q: 3 clusters Score -118807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -118807.265625 Penalty: 2246.641357
	Iteration 30F: 3 clusters Score -118807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 22122 members 
Mstep: Class 4 contains 31391 members 
Mstep: Class 5 contains 103710 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35335 members 
Mstep: Class 10 contains 67150 members 
Mstep: Class 11 contains 80294 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 29178 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 16313 members 
Mstep: Class 17 contains 41197 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 16338 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 78712 members 
Mstep: Class 24 contains 56662 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 50911 members 
Mstep: Class 29 contains 79968 members 
Mstep: Class 30 contains 4319 members 
Mstep: Class 31 contains 84318 members 
Mstep: Class 32 contains 54656 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4737 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 11338 members 
Mstep: Class 37 contains 4764 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
Score: -127744312.000000 Penalty: 85314.296875
Splitting cluster 22 changes total score from -127746000.000000 to -127744312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (78712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Entering Unmasked Estep 
Score: -10396874.000000 Penalty: 1831.952026
	Iteration 0F: 2 clusters Score -1.039687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -10346342.000000 Penalty: 3663.904053
	Iteration 0F: 3 clusters Score -1.034634e+07 nChanged 37386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -10367830.000000 Penalty: 3663.904053
	Iteration 1F: 3 clusters Score -1.036783e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -10368524.000000 Penalty: 3663.904053
	Iteration 2Q: 3 clusters Score -1.036852e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -10369324.000000 Penalty: 3663.904053
	Iteration 3Q: 3 clusters Score -1.036932e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -10370429.000000 Penalty: 3663.904053
	Iteration 4Q: 3 clusters Score -1.037043e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -10372373.000000 Penalty: 3663.904053
	Iteration 5Q: 3 clusters Score -1.037237e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -10375502.000000 Penalty: 3663.904053
	Iteration 6F: 3 clusters Score -1.03755e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -10379318.000000 Penalty: 3663.904053
	Iteration 7F: 3 clusters Score -1.037932e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -10383199.000000 Penalty: 3663.904053
	Iteration 8F: 3 clusters Score -1.03832e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -10386360.000000 Penalty: 3663.904053
	Iteration 9F: 3 clusters Score -1.038636e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -10388246.000000 Penalty: 3663.904053
	Iteration 10Q: 3 clusters Score -1.038825e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -10389271.000000 Penalty: 3663.904053
	Iteration 11Q: 3 clusters Score -1.038927e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -10389844.000000 Penalty: 3663.904053
	Iteration 12Q: 3 clusters Score -1.038984e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -10390261.000000 Penalty: 3663.904053
	Iteration 13Q: 3 clusters Score -1.039026e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -10390526.000000 Penalty: 3663.904053
	Iteration 14Q: 3 clusters Score -1.039053e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -10390804.000000 Penalty: 3663.904053
	Iteration 15Q: 3 clusters Score -1.03908e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -10390956.000000 Penalty: 3663.904053
	Iteration 16Q: 3 clusters Score -1.039096e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -10391129.000000 Penalty: 3663.904053
	Iteration 17Q: 3 clusters Score -1.039113e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -10391282.000000 Penalty: 3663.904053
	Iteration 18Q: 3 clusters Score -1.039128e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -10391435.000000 Penalty: 3663.904053
	Iteration 19Q: 3 clusters Score -1.039144e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -10391654.000000 Penalty: 3663.904053
	Iteration 20F: 3 clusters Score -1.039165e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -10391746.000000 Penalty: 3663.904053
	Iteration 21Q: 3 clusters Score -1.039175e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -10391884.000000 Penalty: 3663.904053
	Iteration 22Q: 3 clusters Score -1.039188e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -10391994.000000 Penalty: 3663.904053
	Iteration 23Q: 3 clusters Score -1.039199e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -10392118.000000 Penalty: 3663.904053
	Iteration 24Q: 3 clusters Score -1.039212e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -10392250.000000 Penalty: 3663.904053
	Iteration 25Q: 3 clusters Score -1.039225e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -10392321.000000 Penalty: 3663.904053
	Iteration 26Q: 3 clusters Score -1.039232e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -10392459.000000 Penalty: 3663.904053
	Iteration 27Q: 3 clusters Score -1.039246e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -10392609.000000 Penalty: 3663.904053
	Iteration 28Q: 3 clusters Score -1.039261e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -10392709.000000 Penalty: 3663.904053
	Iteration 29Q: 3 clusters Score -1.039271e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -10392819.000000 Penalty: 3663.904053
	Iteration 30Q: 3 clusters Score -1.039282e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -10392995.000000 Penalty: 3663.904053
	Iteration 31Q: 3 clusters Score -1.0393e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -10393151.000000 Penalty: 3663.904053
	Iteration 32Q: 3 clusters Score -1.039315e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -10393287.000000 Penalty: 3663.904053
	Iteration 33Q: 3 clusters Score -1.039329e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -10393444.000000 Penalty: 3663.904053
	Iteration 34Q: 3 clusters Score -1.039344e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -10393560.000000 Penalty: 3663.904053
	Iteration 35Q: 3 clusters Score -1.039356e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -10393682.000000 Penalty: 3663.904053
	Iteration 36Q: 3 clusters Score -1.039368e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -10393829.000000 Penalty: 3663.904053
	Iteration 37Q: 3 clusters Score -1.039383e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -10393968.000000 Penalty: 3663.904053
	Iteration 38Q: 3 clusters Score -1.039397e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -10394172.000000 Penalty: 3663.904053
	Iteration 39Q: 3 clusters Score -1.039417e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10394312.000000 Penalty: 3663.904053
	Iteration 40F: 3 clusters Score -1.039431e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -10394454.000000 Penalty: 3663.904053
	Iteration 41Q: 3 clusters Score -1.039445e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10394603.000000 Penalty: 3663.904053
	Iteration 42Q: 3 clusters Score -1.03946e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10394704.000000 Penalty: 3663.904053
	Iteration 43Q: 3 clusters Score -1.03947e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10394805.000000 Penalty: 3663.904053
	Iteration 44Q: 3 clusters Score -1.03948e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10394900.000000 Penalty: 3663.904053
	Iteration 45Q: 3 clusters Score -1.03949e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10394925.000000 Penalty: 3663.904053
	Iteration 46Q: 3 clusters Score -1.039492e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10395010.000000 Penalty: 3663.904053
	Iteration 47Q: 3 clusters Score -1.039501e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10395082.000000 Penalty: 3663.904053
	Iteration 48Q: 3 clusters Score -1.039508e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10395119.000000 Penalty: 3663.904053
	Iteration 49Q: 3 clusters Score -1.039512e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10395158.000000 Penalty: 3663.904053
	Iteration 50Q: 3 clusters Score -1.039516e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10395186.000000 Penalty: 3663.904053
	Iteration 51Q: 3 clusters Score -1.039519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10395208.000000 Penalty: 3663.904053
	Iteration 52Q: 3 clusters Score -1.039521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10395229.000000 Penalty: 3663.904053
	Iteration 53Q: 3 clusters Score -1.039523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10395256.000000 Penalty: 3663.904053
	Iteration 54Q: 3 clusters Score -1.039526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10395267.000000 Penalty: 3663.904053
	Iteration 55Q: 3 clusters Score -1.039527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10395294.000000 Penalty: 3663.904053
	Iteration 56Q: 3 clusters Score -1.039529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10395301.000000 Penalty: 3663.904053
	Iteration 57Q: 3 clusters Score -1.03953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10395304.000000 Penalty: 3663.904053
	Iteration 58Q: 3 clusters Score -1.03953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10395318.000000 Penalty: 3663.904053
	Iteration 59Q: 3 clusters Score -1.039532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10395331.000000 Penalty: 3663.904053
	Iteration 60F: 3 clusters Score -1.039533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10395332.000000 Penalty: 3663.904053
	Iteration 61Q: 3 clusters Score -1.039533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10395330.000000 Penalty: 3663.904053
	Iteration 62Q: 3 clusters Score -1.039533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10395325.000000 Penalty: 3663.904053
	Iteration 63Q: 3 clusters Score -1.039532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10395332.000000 Penalty: 3663.904053
	Iteration 64Q: 3 clusters Score -1.039533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10395335.000000 Penalty: 3663.904053
	Iteration 65Q: 3 clusters Score -1.039534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10395343.000000 Penalty: 3663.904053
	Iteration 66Q: 3 clusters Score -1.039534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10395342.000000 Penalty: 3663.904053
	Iteration 67Q: 3 clusters Score -1.039534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10395341.000000 Penalty: 3663.904053
	Iteration 68Q: 3 clusters Score -1.039534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10395349.000000 Penalty: 3663.904053
	Iteration 69Q: 3 clusters Score -1.039535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10395347.000000 Penalty: 3663.904053
	Iteration 70Q: 3 clusters Score -1.039535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10395355.000000 Penalty: 3663.904053
	Iteration 71Q: 3 clusters Score -1.039536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10395358.000000 Penalty: 3663.904053
	Iteration 72Q: 3 clusters Score -1.039536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10395360.000000 Penalty: 3663.904053
	Iteration 73Q: 3 clusters Score -1.039536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10395356.000000 Penalty: 3663.904053
	Iteration 74Q: 3 clusters Score -1.039536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10395360.000000 Penalty: 3663.904053
	Iteration 75Q: 3 clusters Score -1.039536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10395350.000000 Penalty: 3663.904053
	Iteration 76Q: 3 clusters Score -1.039535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10395362.000000 Penalty: 3663.904053
	Iteration 77Q: 3 clusters Score -1.039536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10395355.000000 Penalty: 3663.904053
	Iteration 78Q: 3 clusters Score -1.039536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10395365.000000 Penalty: 3663.904053
	Iteration 79Q: 3 clusters Score -1.039536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10395369.000000 Penalty: 3663.904053
	Iteration 80F: 3 clusters Score -1.039537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10395373.000000 Penalty: 3663.904053
	Iteration 81Q: 3 clusters Score -1.039537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10395375.000000 Penalty: 3663.904053
	Iteration 82Q: 3 clusters Score -1.039538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10395377.000000 Penalty: 3663.904053
	Iteration 83Q: 3 clusters Score -1.039538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10395376.000000 Penalty: 3663.904053
	Iteration 84Q: 3 clusters Score -1.039538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10395383.000000 Penalty: 3663.904053
	Iteration 85Q: 3 clusters Score -1.039538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10395375.000000 Penalty: 3663.904053
	Iteration 86Q: 3 clusters Score -1.039538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10395386.000000 Penalty: 3663.904053
	Iteration 87Q: 3 clusters Score -1.039539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10395386.000000 Penalty: 3663.904053
	Iteration 88Q: 3 clusters Score -1.039539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10395377.000000 Penalty: 3663.904053
	Iteration 89Q: 3 clusters Score -1.039538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10395383.000000 Penalty: 3663.904053
	Iteration 90Q: 3 clusters Score -1.039538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10395386.000000 Penalty: 3663.904053
	Iteration 91Q: 3 clusters Score -1.039539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10395387.000000 Penalty: 3663.904053
	Iteration 92Q: 3 clusters Score -1.039539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10395401.000000 Penalty: 3663.904053
	Iteration 93Q: 3 clusters Score -1.03954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10395400.000000 Penalty: 3663.904053
	Iteration 94Q: 3 clusters Score -1.03954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10395400.000000 Penalty: 3663.904053
	Iteration 95Q: 3 clusters Score -1.03954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10395401.000000 Penalty: 3663.904053
	Iteration 96Q: 3 clusters Score -1.03954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10395395.000000 Penalty: 3663.904053
	Iteration 97Q: 3 clusters Score -1.03954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10395395.000000 Penalty: 3663.904053
	Iteration 98F: 3 clusters Score -1.03954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Entering Unmasked Estep 
Score: -7461302.500000 Penalty: 1778.539673
	Iteration 0F: 2 clusters Score -7461302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7423539.000000 Penalty: 3557.079346
	Iteration 0F: 3 clusters Score -7423539 nChanged 26854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -7439060.500000 Penalty: 3557.079346
	Iteration 1F: 3 clusters Score -7439060 nChanged 2480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7440244 nChanged 3191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -7442514 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7445874 nChanged 5030
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7450286 nChanged 5146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7455238 nChanged 4068
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Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7459348 nChanged 2487
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Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7461198 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7461596 nChanged 561
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Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7461737 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7461788 nChanged 252
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Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7461828 nChanged 198
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Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7461844 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7461856 nChanged 129
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Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7461873 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7461912 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7461919 nChanged 111
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Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7461897 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7461904 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7461908 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7461896 nChanged 101
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Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7461890 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7461890 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7461909 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7461910 nChanged 81
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Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7461916 nChanged 89
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Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7461910 nChanged 86
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Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7461925 nChanged 88
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Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7461928 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7461924 nChanged 74
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Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7461938 nChanged 81
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Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 12761 members 
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	Iteration 32Q: 3 clusters Score -7461950 nChanged 89
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Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7461942 nChanged 101
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Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7461945 nChanged 107
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Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7461964 nChanged 112
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Mstep: Class 1 contains 44310 members 
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	Iteration 36Q: 3 clusters Score -7461964 nChanged 113
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Mstep: Class 1 contains 44423 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7461974 nChanged 109
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Mstep: Class 1 contains 44532 members 
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	Iteration 38Q: 3 clusters Score -7461982 nChanged 115
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Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 12015 members 
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	Iteration 39Q: 3 clusters Score -7462011 nChanged 129
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Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7462008 nChanged 109
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Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7462010 nChanged 109
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Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7462008 nChanged 102
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Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 11566 members 
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	Iteration 43Q: 3 clusters Score -7462005 nChanged 92
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Mstep: Class 1 contains 45188 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7462032 nChanged 101
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Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7462046 nChanged 108
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Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 11265 members 
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	Iteration 46Q: 3 clusters Score -7462048 nChanged 127
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Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45656 members 
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	Iteration 48Q: 3 clusters Score -7462054 nChanged 117
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Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7462062 nChanged 115
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Mstep: Class 1 contains 45888 members 
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	Iteration 50Q: 3 clusters Score -7462038 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7462058 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 10567 members 
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	Iteration 52Q: 3 clusters Score -7462048 nChanged 110
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Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7462064 nChanged 89
Entering Unmasked Mstep 
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	Iteration 54Q: 3 clusters Score -7462067 nChanged 94
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	Iteration 55Q: 3 clusters Score -7462088 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46483 members 
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	Iteration 56Q: 3 clusters Score -7462096 nChanged 96
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	Iteration 57Q: 3 clusters Score -7462104 nChanged 82
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Mstep: Class 1 contains 46661 members 
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	Iteration 58Q: 3 clusters Score -7462086 nChanged 74
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Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7462126 nChanged 76
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Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7462132 nChanged 83
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Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 9768 members 
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	Iteration 61Q: 3 clusters Score -7462128 nChanged 77
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Mstep: Class 1 contains 46971 members 
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	Iteration 62Q: 3 clusters Score -7462132 nChanged 73
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Mstep: Class 1 contains 47044 members 
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	Iteration 63Q: 3 clusters Score -7462116 nChanged 60
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	Iteration 64Q: 3 clusters Score -7462126 nChanged 45
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Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7462120 nChanged 49
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	Iteration 66Q: 3 clusters Score -7462115 nChanged 33
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Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 9431 members 
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	Iteration 67Q: 3 clusters Score -7462104 nChanged 35
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	Iteration 68Q: 3 clusters Score -7462102 nChanged 37
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Mstep: Class 2 contains 9359 members 
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	Iteration 69Q: 3 clusters Score -7462110 nChanged 33
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	Iteration 70Q: 3 clusters Score -7462115 nChanged 31
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	Iteration 71Q: 3 clusters Score -7462112 nChanged 32
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	Iteration 72Q: 3 clusters Score -7462095 nChanged 31
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Mstep: Class 1 contains 47430 members 
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	Iteration 73Q: 3 clusters Score -7462100 nChanged 39
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	Iteration 74Q: 3 clusters Score -7462103 nChanged 38
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	Iteration 75Q: 3 clusters Score -7462107 nChanged 38
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	Iteration 76Q: 3 clusters Score -7462120 nChanged 32
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	Iteration 77Q: 3 clusters Score -7462116 nChanged 26
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	Iteration 78Q: 3 clusters Score -7462114 nChanged 28
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	Iteration 79Q: 3 clusters Score -7462106 nChanged 26
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	Iteration 80F: 3 clusters Score -7462100 nChanged 20
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Mstep: Class 1 contains 47677 members 
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	Iteration 81Q: 3 clusters Score -7462090 nChanged 18
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	Iteration 82Q: 3 clusters Score -7462100 nChanged 18
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	Iteration 83Q: 3 clusters Score -7462110 nChanged 28
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	Iteration 84Q: 3 clusters Score -7462108 nChanged 19
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	Iteration 85Q: 3 clusters Score -7462116 nChanged 16
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	Iteration 86Q: 3 clusters Score -7462120 nChanged 13
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	Iteration 87Q: 3 clusters Score -7462122 nChanged 8
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	Iteration 88Q: 3 clusters Score -7462124 nChanged 8
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	Iteration 89Q: 3 clusters Score -7462124 nChanged 9
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	Iteration 90Q: 3 clusters Score -7462113 nChanged 10
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	Iteration 91Q: 3 clusters Score -7462114 nChanged 6
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	Iteration 92Q: 3 clusters Score -7462110 nChanged 3
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	Iteration 93Q: 3 clusters Score -7462112 nChanged 0
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	Iteration 94F: 3 clusters Score -7462112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 22122 members 
Mstep: Class 4 contains 31391 members 
Mstep: Class 5 contains 103710 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35335 members 
Mstep: Class 10 contains 67150 members 
Mstep: Class 11 contains 80294 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 29178 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 16313 members 
Mstep: Class 17 contains 41197 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 16338 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 78712 members 
Mstep: Class 24 contains 47831 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 50911 members 
Mstep: Class 29 contains 79968 members 
Mstep: Class 30 contains 4319 members 
Mstep: Class 31 contains 84318 members 
Mstep: Class 32 contains 54656 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4737 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 11338 members 
Mstep: Class 37 contains 4764 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
Score: -127745976.000000 Penalty: 85314.296875
Splitting cluster 24 changes total score from -127746000.000000 to -127745976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -363114.968750 Penalty: 1300.926392
	Iteration 0F: 2 clusters Score -363115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -360468.312500 Penalty: 2601.852783
	Iteration 0F: 3 clusters Score -360468.3 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -361238.906250 Penalty: 2601.852783
	Iteration 1F: 3 clusters Score -361238.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -361407.000000 Penalty: 2601.852783
	Iteration 2F: 3 clusters Score -361407 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -361540.093750 Penalty: 2601.852783
	Iteration 3F: 3 clusters Score -361540.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -361659.468750 Penalty: 2601.852783
	Iteration 4F: 3 clusters Score -361659.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -361774.156250 Penalty: 2601.852783
	Iteration 5Q: 3 clusters Score -361774.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -361897.125000 Penalty: 2601.852783
	Iteration 6Q: 3 clusters Score -361897.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -362019.718750 Penalty: 2601.852783
	Iteration 7Q: 3 clusters Score -362019.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -362143.093750 Penalty: 2601.852783
	Iteration 8Q: 3 clusters Score -362143.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -362243.031250 Penalty: 2601.852783
	Iteration 9Q: 3 clusters Score -362243 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -362315.500000 Penalty: 2601.852783
	Iteration 10Q: 3 clusters Score -362315.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -362362.906250 Penalty: 2601.852783
	Iteration 11Q: 3 clusters Score -362362.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -362396.656250 Penalty: 2601.852783
	Iteration 12Q: 3 clusters Score -362396.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -362424.875000 Penalty: 2601.852783
	Iteration 13Q: 3 clusters Score -362424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -362433.843750 Penalty: 2601.852783
	Iteration 14Q: 3 clusters Score -362433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -362440.562500 Penalty: 2601.852783
	Iteration 15Q: 3 clusters Score -362440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -362444.375000 Penalty: 2601.852783
	Iteration 16Q: 3 clusters Score -362444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -362447.250000 Penalty: 2601.852783
	Iteration 17Q: 3 clusters Score -362447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -362453.156250 Penalty: 2601.852783
	Iteration 18Q: 3 clusters Score -362453.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -362458.468750 Penalty: 2601.852783
	Iteration 19Q: 3 clusters Score -362458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -362461.718750 Penalty: 2601.852783
	Iteration 20F: 3 clusters Score -362461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -362467.125000 Penalty: 2601.852783
	Iteration 21Q: 3 clusters Score -362467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -362471.125000 Penalty: 2601.852783
	Iteration 22Q: 3 clusters Score -362471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -362474.406250 Penalty: 2601.852783
	Iteration 23Q: 3 clusters Score -362474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -362475.000000 Penalty: 2601.852783
	Iteration 24Q: 3 clusters Score -362475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -362474.937500 Penalty: 2601.852783
	Iteration 25Q: 3 clusters Score -362474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -362474.937500 Penalty: 2601.852783
	Iteration 26F: 3 clusters Score -362474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18235.841797 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -18235.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17542.685547 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -17542.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17800.052734 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -17800.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17856.984375 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -17856.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17864.865234 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -17864.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17864.865234 Penalty: 1736.258667
	Iteration 4F: 3 clusters Score -17864.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Entering Unmasked Estep 
Score: -6407393.500000 Penalty: 1761.148071
	Iteration 0F: 2 clusters Score -6407394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -6373263.000000 Penalty: 3522.296143
	Iteration 0F: 3 clusters Score -6373263 nChanged 23933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6386588.000000 Penalty: 3522.296143
	Iteration 1F: 3 clusters Score -6386588 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6387010.500000 Penalty: 3522.296143
	Iteration 2Q: 3 clusters Score -6387010 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6387397.000000 Penalty: 3522.296143
	Iteration 3Q: 3 clusters Score -6387397 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6387745.000000 Penalty: 3522.296143
	Iteration 4Q: 3 clusters Score -6387745 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -6388055.000000 Penalty: 3522.296143
	Iteration 5Q: 3 clusters Score -6388055 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6388510.500000 Penalty: 3522.296143
	Iteration 6Q: 3 clusters Score -6388510 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -6389105.000000 Penalty: 3522.296143
	Iteration 7Q: 3 clusters Score -6389105 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -6389966.500000 Penalty: 3522.296143
	Iteration 8Q: 3 clusters Score -6389966 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -6391252.000000 Penalty: 3522.296143
	Iteration 9Q: 3 clusters Score -6391252 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6393138.000000 Penalty: 3522.296143
	Iteration 10F: 3 clusters Score -6393138 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -6395233.500000 Penalty: 3522.296143
	Iteration 11F: 3 clusters Score -6395234 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -6397101.500000 Penalty: 3522.296143
	Iteration 12F: 3 clusters Score -6397102 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -6398310.000000 Penalty: 3522.296143
	Iteration 13Q: 3 clusters Score -6398310 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -6399119.000000 Penalty: 3522.296143
	Iteration 14Q: 3 clusters Score -6399119 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -6399684.000000 Penalty: 3522.296143
	Iteration 15Q: 3 clusters Score -6399684 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6400113.000000 Penalty: 3522.296143
	Iteration 16Q: 3 clusters Score -6400113 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6400563.500000 Penalty: 3522.296143
	Iteration 17Q: 3 clusters Score -6400564 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -6401092.500000 Penalty: 3522.296143
	Iteration 18Q: 3 clusters Score -6401092 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -6401672.500000 Penalty: 3522.296143
	Iteration 19Q: 3 clusters Score -6401672 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -6402249.500000 Penalty: 3522.296143
	Iteration 20F: 3 clusters Score -6402250 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6402857.000000 Penalty: 3522.296143
	Iteration 21Q: 3 clusters Score -6402857 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6403454.000000 Penalty: 3522.296143
	Iteration 22Q: 3 clusters Score -6403454 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6404064.500000 Penalty: 3522.296143
	Iteration 23Q: 3 clusters Score -6404064 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6404564.000000 Penalty: 3522.296143
	Iteration 24Q: 3 clusters Score -6404564 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6404993.000000 Penalty: 3522.296143
	Iteration 25Q: 3 clusters Score -6404993 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6405254.000000 Penalty: 3522.296143
	Iteration 26Q: 3 clusters Score -6405254 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6405445.500000 Penalty: 3522.296143
	Iteration 27Q: 3 clusters Score -6405446 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6405582.500000 Penalty: 3522.296143
	Iteration 28Q: 3 clusters Score -6405582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6405682.500000 Penalty: 3522.296143
	Iteration 29Q: 3 clusters Score -6405682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6405722.500000 Penalty: 3522.296143
	Iteration 30Q: 3 clusters Score -6405722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6405771.500000 Penalty: 3522.296143
	Iteration 31Q: 3 clusters Score -6405772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6405807.000000 Penalty: 3522.296143
	Iteration 32Q: 3 clusters Score -6405807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6405826.000000 Penalty: 3522.296143
	Iteration 33Q: 3 clusters Score -6405826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6405838.000000 Penalty: 3522.296143
	Iteration 34Q: 3 clusters Score -6405838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6405842.500000 Penalty: 3522.296143
	Iteration 35Q: 3 clusters Score -6405842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6405854.000000 Penalty: 3522.296143
	Iteration 36Q: 3 clusters Score -6405854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6405860.000000 Penalty: 3522.296143
	Iteration 37Q: 3 clusters Score -6405860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6405864.500000 Penalty: 3522.296143
	Iteration 38Q: 3 clusters Score -6405864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6405872.500000 Penalty: 3522.296143
	Iteration 39Q: 3 clusters Score -6405872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6405872.000000 Penalty: 3522.296143
	Iteration 40F: 3 clusters Score -6405872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6405871.500000 Penalty: 3522.296143
	Iteration 41Q: 3 clusters Score -6405872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6405871.500000 Penalty: 3522.296143
	Iteration 42Q: 3 clusters Score -6405872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6405871.500000 Penalty: 3522.296143
	Iteration 43F: 3 clusters Score -6405872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (79968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Entering Unmasked Estep 
Score: -10524406.000000 Penalty: 1834.524536
	Iteration 0F: 2 clusters Score -1.052441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -10475312.000000 Penalty: 3669.049072
	Iteration 0F: 3 clusters Score -1.047531e+07 nChanged 38078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -10498262.000000 Penalty: 3669.049072
	Iteration 1F: 3 clusters Score -1.049826e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -10500022.000000 Penalty: 3669.049072
	Iteration 2Q: 3 clusters Score -1.050002e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -10503135.000000 Penalty: 3669.049072
	Iteration 3F: 3 clusters Score -1.050314e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -10507744.000000 Penalty: 3669.049072
	Iteration 4F: 3 clusters Score -1.050774e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -10513580.000000 Penalty: 3669.049072
	Iteration 5F: 3 clusters Score -1.051358e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -10519168.000000 Penalty: 3669.049072
	Iteration 6F: 3 clusters Score -1.051917e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -10522577.000000 Penalty: 3669.049072
	Iteration 7F: 3 clusters Score -1.052258e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -10523571.000000 Penalty: 3669.049072
	Iteration 8Q: 3 clusters Score -1.052357e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -10523797.000000 Penalty: 3669.049072
	Iteration 9Q: 3 clusters Score -1.05238e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -10523707.000000 Penalty: 3669.049072
	Iteration 10Q: 3 clusters Score -1.052371e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -10523659.000000 Penalty: 3669.049072
	Iteration 11Q: 3 clusters Score -1.052366e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -10523554.000000 Penalty: 3669.049072
	Iteration 12Q: 3 clusters Score -1.052355e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -10523463.000000 Penalty: 3669.049072
	Iteration 13Q: 3 clusters Score -1.052346e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -10523401.000000 Penalty: 3669.049072
	Iteration 14Q: 3 clusters Score -1.05234e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -10523347.000000 Penalty: 3669.049072
	Iteration 15Q: 3 clusters Score -1.052335e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -10523292.000000 Penalty: 3669.049072
	Iteration 16Q: 3 clusters Score -1.052329e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -10523279.000000 Penalty: 3669.049072
	Iteration 17Q: 3 clusters Score -1.052328e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -10523233.000000 Penalty: 3669.049072
	Iteration 18Q: 3 clusters Score -1.052323e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -10523212.000000 Penalty: 3669.049072
	Iteration 19Q: 3 clusters Score -1.052321e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -10523140.000000 Penalty: 3669.049072
	Iteration 20F: 3 clusters Score -1.052314e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10523172.000000 Penalty: 3669.049072
	Iteration 21Q: 3 clusters Score -1.052317e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10523171.000000 Penalty: 3669.049072
	Iteration 22Q: 3 clusters Score -1.052317e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10523138.000000 Penalty: 3669.049072
	Iteration 23Q: 3 clusters Score -1.052314e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10523143.000000 Penalty: 3669.049072
	Iteration 24Q: 3 clusters Score -1.052314e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -10523117.000000 Penalty: 3669.049072
	Iteration 25Q: 3 clusters Score -1.052312e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10523090.000000 Penalty: 3669.049072
	Iteration 26Q: 3 clusters Score -1.052309e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10523070.000000 Penalty: 3669.049072
	Iteration 27Q: 3 clusters Score -1.052307e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10523068.000000 Penalty: 3669.049072
	Iteration 28Q: 3 clusters Score -1.052307e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10523045.000000 Penalty: 3669.049072
	Iteration 29Q: 3 clusters Score -1.052304e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10523040.000000 Penalty: 3669.049072
	Iteration 30Q: 3 clusters Score -1.052304e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10523024.000000 Penalty: 3669.049072
	Iteration 31Q: 3 clusters Score -1.052302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10523011.000000 Penalty: 3669.049072
	Iteration 32Q: 3 clusters Score -1.052301e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10523026.000000 Penalty: 3669.049072
	Iteration 33Q: 3 clusters Score -1.052303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10523030.000000 Penalty: 3669.049072
	Iteration 34Q: 3 clusters Score -1.052303e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10523011.000000 Penalty: 3669.049072
	Iteration 35Q: 3 clusters Score -1.052301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10523046.000000 Penalty: 3669.049072
	Iteration 36Q: 3 clusters Score -1.052305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10523034.000000 Penalty: 3669.049072
	Iteration 37Q: 3 clusters Score -1.052303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10523053.000000 Penalty: 3669.049072
	Iteration 38Q: 3 clusters Score -1.052305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10523059.000000 Penalty: 3669.049072
	Iteration 39Q: 3 clusters Score -1.052306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10523066.000000 Penalty: 3669.049072
	Iteration 40F: 3 clusters Score -1.052307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10523069.000000 Penalty: 3669.049072
	Iteration 41Q: 3 clusters Score -1.052307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10523070.000000 Penalty: 3669.049072
	Iteration 42Q: 3 clusters Score -1.052307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10523063.000000 Penalty: 3669.049072
	Iteration 43Q: 3 clusters Score -1.052306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10523074.000000 Penalty: 3669.049072
	Iteration 44Q: 3 clusters Score -1.052307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10523072.000000 Penalty: 3669.049072
	Iteration 45Q: 3 clusters Score -1.052307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10523072.000000 Penalty: 3669.049072
	Iteration 46Q: 3 clusters Score -1.052307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10523065.000000 Penalty: 3669.049072
	Iteration 47Q: 3 clusters Score -1.052306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10523064.000000 Penalty: 3669.049072
	Iteration 48Q: 3 clusters Score -1.052306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10523072.000000 Penalty: 3669.049072
	Iteration 49Q: 3 clusters Score -1.052307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10523073.000000 Penalty: 3669.049072
	Iteration 50Q: 3 clusters Score -1.052307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10523070.000000 Penalty: 3669.049072
	Iteration 51Q: 3 clusters Score -1.052307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10523071.000000 Penalty: 3669.049072
	Iteration 52Q: 3 clusters Score -1.052307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10523070.000000 Penalty: 3669.049072
	Iteration 53Q: 3 clusters Score -1.052307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10523079.000000 Penalty: 3669.049072
	Iteration 54Q: 3 clusters Score -1.052308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10523076.000000 Penalty: 3669.049072
	Iteration 55Q: 3 clusters Score -1.052308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10523075.000000 Penalty: 3669.049072
	Iteration 56Q: 3 clusters Score -1.052308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10523072.000000 Penalty: 3669.049072
	Iteration 57Q: 3 clusters Score -1.052307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10523077.000000 Penalty: 3669.049072
	Iteration 58Q: 3 clusters Score -1.052308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10523084.000000 Penalty: 3669.049072
	Iteration 59Q: 3 clusters Score -1.052308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10523084.000000 Penalty: 3669.049072
	Iteration 60F: 3 clusters Score -1.052308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -538513.375000 Penalty: 1360.251587
	Iteration 0F: 2 clusters Score -538513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -534994.312500 Penalty: 2720.503174
	Iteration 0F: 3 clusters Score -534994.3 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -536030.125000 Penalty: 2720.503174
	Iteration 1F: 3 clusters Score -536030.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -536337.812500 Penalty: 2720.503174
	Iteration 2F: 3 clusters Score -536337.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -536632.750000 Penalty: 2720.503174
	Iteration 3F: 3 clusters Score -536632.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -536956.000000 Penalty: 2720.503174
	Iteration 4F: 3 clusters Score -536956 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -537243.625000 Penalty: 2720.503174
	Iteration 5F: 3 clusters Score -537243.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -537450.937500 Penalty: 2720.503174
	Iteration 6F: 3 clusters Score -537450.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -537632.625000 Penalty: 2720.503174
	Iteration 7Q: 3 clusters Score -537632.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -537802.375000 Penalty: 2720.503174
	Iteration 8Q: 3 clusters Score -537802.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -537975.937500 Penalty: 2720.503174
	Iteration 9Q: 3 clusters Score -537975.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -538155.812500 Penalty: 2720.503174
	Iteration 10Q: 3 clusters Score -538155.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -538324.187500 Penalty: 2720.503174
	Iteration 11Q: 3 clusters Score -538324.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -538506.312500 Penalty: 2720.503174
	Iteration 12Q: 3 clusters Score -538506.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -538647.250000 Penalty: 2720.503174
	Iteration 13Q: 3 clusters Score -538647.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -538705.187500 Penalty: 2720.503174
	Iteration 14Q: 3 clusters Score -538705.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -538733.187500 Penalty: 2720.503174
	Iteration 15Q: 3 clusters Score -538733.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -538747.062500 Penalty: 2720.503174
	Iteration 16Q: 3 clusters Score -538747.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -538752.437500 Penalty: 2720.503174
	Iteration 17Q: 3 clusters Score -538752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -538754.500000 Penalty: 2720.503174
	Iteration 18Q: 3 clusters Score -538754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -538755.812500 Penalty: 2720.503174
	Iteration 19Q: 3 clusters Score -538755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -538756.000000 Penalty: 2720.503174
	Iteration 20F: 3 clusters Score -538756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -538758.062500 Penalty: 2720.503174
	Iteration 21Q: 3 clusters Score -538758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -538758.125000 Penalty: 2720.503174
	Iteration 22Q: 3 clusters Score -538758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -538758.312500 Penalty: 2720.503174
	Iteration 23Q: 3 clusters Score -538758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -538758.312500 Penalty: 2720.503174
	Iteration 24F: 3 clusters Score -538758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 22122 members 
Mstep: Class 4 contains 31391 members 
Mstep: Class 5 contains 103710 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35335 members 
Mstep: Class 10 contains 67150 members 
Mstep: Class 11 contains 80294 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 29178 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 16313 members 
Mstep: Class 17 contains 41197 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 16338 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 78712 members 
Mstep: Class 24 contains 56662 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 50911 members 
Mstep: Class 29 contains 79968 members 
Mstep: Class 30 contains 2205 members 
Mstep: Class 31 contains 84318 members 
Mstep: Class 32 contains 54656 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4737 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 11338 members 
Mstep: Class 37 contains 4764 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
Score: -127744696.000000 Penalty: 85314.296875
Splitting cluster 30 changes total score from -127746000.000000 to -127744696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (84318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Entering Unmasked Estep 
Score: -11199378.000000 Penalty: 1843.132080
	Iteration 0F: 2 clusters Score -1.119938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -11148405.000000 Penalty: 3686.264160
	Iteration 0F: 3 clusters Score -1.11484e+07 nChanged 40108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -11171765.000000 Penalty: 3686.264160
	Iteration 1F: 3 clusters Score -1.117176e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -11172718.000000 Penalty: 3686.264160
	Iteration 2Q: 3 clusters Score -1.117272e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -11174388.000000 Penalty: 3686.264160
	Iteration 3Q: 3 clusters Score -1.117439e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -11176955.000000 Penalty: 3686.264160
	Iteration 4F: 3 clusters Score -1.117696e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -11181125.000000 Penalty: 3686.264160
	Iteration 5F: 3 clusters Score -1.118112e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -11186050.000000 Penalty: 3686.264160
	Iteration 6F: 3 clusters Score -1.118605e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -11190541.000000 Penalty: 3686.264160
	Iteration 7F: 3 clusters Score -1.119054e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -11193716.000000 Penalty: 3686.264160
	Iteration 8F: 3 clusters Score -1.119372e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -11195566.000000 Penalty: 3686.264160
	Iteration 9Q: 3 clusters Score -1.119557e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11196553.000000 Penalty: 3686.264160
	Iteration 10Q: 3 clusters Score -1.119655e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11197081.000000 Penalty: 3686.264160
	Iteration 11Q: 3 clusters Score -1.119708e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11197403.000000 Penalty: 3686.264160
	Iteration 12Q: 3 clusters Score -1.11974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11197551.000000 Penalty: 3686.264160
	Iteration 13Q: 3 clusters Score -1.119755e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11197648.000000 Penalty: 3686.264160
	Iteration 14Q: 3 clusters Score -1.119765e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11197692.000000 Penalty: 3686.264160
	Iteration 15Q: 3 clusters Score -1.119769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11197734.000000 Penalty: 3686.264160
	Iteration 16Q: 3 clusters Score -1.119773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11197755.000000 Penalty: 3686.264160
	Iteration 17Q: 3 clusters Score -1.119776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11197771.000000 Penalty: 3686.264160
	Iteration 18Q: 3 clusters Score -1.119777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11197769.000000 Penalty: 3686.264160
	Iteration 19Q: 3 clusters Score -1.119777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11197769.000000 Penalty: 3686.264160
	Iteration 20F: 3 clusters Score -1.119777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (54656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Entering Unmasked Estep 
Score: -7264588.500000 Penalty: 1772.682373
	Iteration 0F: 2 clusters Score -7264588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -7228221.000000 Penalty: 3545.364746
	Iteration 0F: 3 clusters Score -7228221 nChanged 25647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -7242685.500000 Penalty: 3545.364746
	Iteration 1F: 3 clusters Score -7242686 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -7243110.500000 Penalty: 3545.364746
	Iteration 2Q: 3 clusters Score -7243110 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -7243568.500000 Penalty: 3545.364746
	Iteration 3Q: 3 clusters Score -7243568 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -7244056.500000 Penalty: 3545.364746
	Iteration 4Q: 3 clusters Score -7244056 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -7244598.500000 Penalty: 3545.364746
	Iteration 5Q: 3 clusters Score -7244598 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -7245282.500000 Penalty: 3545.364746
	Iteration 6Q: 3 clusters Score -7245282 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -7246389.000000 Penalty: 3545.364746
	Iteration 7Q: 3 clusters Score -7246389 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -7247960.500000 Penalty: 3545.364746
	Iteration 8Q: 3 clusters Score -7247960 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -7249907.000000 Penalty: 3545.364746
	Iteration 9F: 3 clusters Score -7249907 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -7252145.000000 Penalty: 3545.364746
	Iteration 10F: 3 clusters Score -7252145 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -7254067.500000 Penalty: 3545.364746
	Iteration 11F: 3 clusters Score -7254068 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -7255386.000000 Penalty: 3545.364746
	Iteration 12Q: 3 clusters Score -7255386 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -7256220.500000 Penalty: 3545.364746
	Iteration 13Q: 3 clusters Score -7256220 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7256946.500000 Penalty: 3545.364746
	Iteration 14Q: 3 clusters Score -7256946 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -7257567.000000 Penalty: 3545.364746
	Iteration 15Q: 3 clusters Score -7257567 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -7258218.000000 Penalty: 3545.364746
	Iteration 16Q: 3 clusters Score -7258218 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -7258857.500000 Penalty: 3545.364746
	Iteration 17Q: 3 clusters Score -7258858 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7259488.500000 Penalty: 3545.364746
	Iteration 18Q: 3 clusters Score -7259488 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7260123.500000 Penalty: 3545.364746
	Iteration 19Q: 3 clusters Score -7260124 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7260706.500000 Penalty: 3545.364746
	Iteration 20F: 3 clusters Score -7260706 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7261227.000000 Penalty: 3545.364746
	Iteration 21Q: 3 clusters Score -7261227 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7261692.000000 Penalty: 3545.364746
	Iteration 22Q: 3 clusters Score -7261692 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7262131.500000 Penalty: 3545.364746
	Iteration 23Q: 3 clusters Score -7262132 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7262438.500000 Penalty: 3545.364746
	Iteration 24Q: 3 clusters Score -7262438 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7262670.500000 Penalty: 3545.364746
	Iteration 25Q: 3 clusters Score -7262670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7262804.000000 Penalty: 3545.364746
	Iteration 26Q: 3 clusters Score -7262804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7262880.000000 Penalty: 3545.364746
	Iteration 27Q: 3 clusters Score -7262880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7262918.000000 Penalty: 3545.364746
	Iteration 28Q: 3 clusters Score -7262918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7262945.000000 Penalty: 3545.364746
	Iteration 29Q: 3 clusters Score -7262945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7262977.500000 Penalty: 3545.364746
	Iteration 30Q: 3 clusters Score -7262978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7262999.000000 Penalty: 3545.364746
	Iteration 31Q: 3 clusters Score -7262999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7263021.000000 Penalty: 3545.364746
	Iteration 32Q: 3 clusters Score -7263021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7263028.000000 Penalty: 3545.364746
	Iteration 33Q: 3 clusters Score -7263028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7263036.500000 Penalty: 3545.364746
	Iteration 34Q: 3 clusters Score -7263036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7263049.500000 Penalty: 3545.364746
	Iteration 35Q: 3 clusters Score -7263050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7263053.000000 Penalty: 3545.364746
	Iteration 36Q: 3 clusters Score -7263053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7263054.000000 Penalty: 3545.364746
	Iteration 37Q: 3 clusters Score -7263054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7263053.000000 Penalty: 3545.364746
	Iteration 38Q: 3 clusters Score -7263053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7263062.500000 Penalty: 3545.364746
	Iteration 39Q: 3 clusters Score -7263062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7263065.500000 Penalty: 3545.364746
	Iteration 40F: 3 clusters Score -7263066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7263060.500000 Penalty: 3545.364746
	Iteration 41Q: 3 clusters Score -7263060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7263063.500000 Penalty: 3545.364746
	Iteration 42Q: 3 clusters Score -7263064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7263066.000000 Penalty: 3545.364746
	Iteration 43Q: 3 clusters Score -7263066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7263066.000000 Penalty: 3545.364746
	Iteration 44F: 3 clusters Score -7263066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -348203.187500 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -348203.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -345668.375000 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -345668.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -346282.156250 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -346282.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -346413.812500 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -346413.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346535.343750 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -346535.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -346628.718750 Penalty: 2571.656494
	Iteration 4Q: 3 clusters Score -346628.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -346698.375000 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -346698.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -346739.843750 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -346739.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -346775.937500 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -346775.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -346810.437500 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -346810.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -346839.937500 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -346839.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -346865.375000 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -346865.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -346886.343750 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -346886.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -346904.062500 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -346904.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -346917.687500 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -346917.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -346931.968750 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -346932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -346940.406250 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -346940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -346945.750000 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -346945.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -346951.000000 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -346951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -346952.687500 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -346952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -346955.781250 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -346955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -346958.281250 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -346958.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -346960.937500 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -346960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -346962.625000 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -346962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -346966.687500 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -346966.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -346969.812500 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -346969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -346980.750000 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -346980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -346985.187500 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -346985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -346987.812500 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -346987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -346988.906250 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -346988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346989.125000 Penalty: 2571.656494
	Iteration 29Q: 3 clusters Score -346989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346989.125000 Penalty: 2571.656494
	Iteration 30F: 3 clusters Score -346989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -582851.750000 Penalty: 1375.263428
	Iteration 0F: 2 clusters Score -582851.8 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 2359 members 
Entering Unmasked Estep 
Score: -579057.562500 Penalty: 2750.526855
	Iteration 0F: 3 clusters Score -579057.6 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -580075.937500 Penalty: 2750.526855
	Iteration 1F: 3 clusters Score -580075.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -580250.937500 Penalty: 2750.526855
	Iteration 2F: 3 clusters Score -580250.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -580359.875000 Penalty: 2750.526855
	Iteration 3F: 3 clusters Score -580359.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -580447.875000 Penalty: 2750.526855
	Iteration 4Q: 3 clusters Score -580447.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -580518.875000 Penalty: 2750.526855
	Iteration 5Q: 3 clusters Score -580518.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -580590.250000 Penalty: 2750.526855
	Iteration 6Q: 3 clusters Score -580590.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -580661.187500 Penalty: 2750.526855
	Iteration 7Q: 3 clusters Score -580661.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -580718.062500 Penalty: 2750.526855
	Iteration 8Q: 3 clusters Score -580718.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -580758.437500 Penalty: 2750.526855
	Iteration 9Q: 3 clusters Score -580758.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -580796.000000 Penalty: 2750.526855
	Iteration 10Q: 3 clusters Score -580796 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -580832.875000 Penalty: 2750.526855
	Iteration 11Q: 3 clusters Score -580832.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -580860.187500 Penalty: 2750.526855
	Iteration 12Q: 3 clusters Score -580860.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -580891.125000 Penalty: 2750.526855
	Iteration 13Q: 3 clusters Score -580891.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -580924.000000 Penalty: 2750.526855
	Iteration 14Q: 3 clusters Score -580924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -580956.437500 Penalty: 2750.526855
	Iteration 15Q: 3 clusters Score -580956.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -580997.625000 Penalty: 2750.526855
	Iteration 16Q: 3 clusters Score -580997.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -581048.875000 Penalty: 2750.526855
	Iteration 17Q: 3 clusters Score -581048.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -581091.875000 Penalty: 2750.526855
	Iteration 18Q: 3 clusters Score -581091.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -581127.875000 Penalty: 2750.526855
	Iteration 19Q: 3 clusters Score -581127.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -581168.187500 Penalty: 2750.526855
	Iteration 20F: 3 clusters Score -581168.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -581217.125000 Penalty: 2750.526855
	Iteration 21Q: 3 clusters Score -581217.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -581265.062500 Penalty: 2750.526855
	Iteration 22Q: 3 clusters Score -581265.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -581319.125000 Penalty: 2750.526855
	Iteration 23Q: 3 clusters Score -581319.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -581368.312500 Penalty: 2750.526855
	Iteration 24Q: 3 clusters Score -581368.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -581409.562500 Penalty: 2750.526855
	Iteration 25Q: 3 clusters Score -581409.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -581451.125000 Penalty: 2750.526855
	Iteration 26Q: 3 clusters Score -581451.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -581476.062500 Penalty: 2750.526855
	Iteration 27Q: 3 clusters Score -581476.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -581501.625000 Penalty: 2750.526855
	Iteration 28Q: 3 clusters Score -581501.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -581521.125000 Penalty: 2750.526855
	Iteration 29Q: 3 clusters Score -581521.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -581539.750000 Penalty: 2750.526855
	Iteration 30Q: 3 clusters Score -581539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -581548.875000 Penalty: 2750.526855
	Iteration 31Q: 3 clusters Score -581548.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -581563.500000 Penalty: 2750.526855
	Iteration 32Q: 3 clusters Score -581563.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -581576.750000 Penalty: 2750.526855
	Iteration 33Q: 3 clusters Score -581576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -581592.687500 Penalty: 2750.526855
	Iteration 34Q: 3 clusters Score -581592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -581602.500000 Penalty: 2750.526855
	Iteration 35Q: 3 clusters Score -581602.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -581612.375000 Penalty: 2750.526855
	Iteration 36Q: 3 clusters Score -581612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -581621.500000 Penalty: 2750.526855
	Iteration 37Q: 3 clusters Score -581621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -581626.687500 Penalty: 2750.526855
	Iteration 38Q: 3 clusters Score -581626.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -581631.750000 Penalty: 2750.526855
	Iteration 39Q: 3 clusters Score -581631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -581634.937500 Penalty: 2750.526855
	Iteration 40F: 3 clusters Score -581634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -581641.187500 Penalty: 2750.526855
	Iteration 41Q: 3 clusters Score -581641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -581642.812500 Penalty: 2750.526855
	Iteration 42Q: 3 clusters Score -581642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -581645.687500 Penalty: 2750.526855
	Iteration 43Q: 3 clusters Score -581645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -581648.437500 Penalty: 2750.526855
	Iteration 44Q: 3 clusters Score -581648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -581649.437500 Penalty: 2750.526855
	Iteration 45Q: 3 clusters Score -581649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -581652.875000 Penalty: 2750.526855
	Iteration 46Q: 3 clusters Score -581652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -581656.062500 Penalty: 2750.526855
	Iteration 47Q: 3 clusters Score -581656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -581659.125000 Penalty: 2750.526855
	Iteration 48Q: 3 clusters Score -581659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -581660.750000 Penalty: 2750.526855
	Iteration 49Q: 3 clusters Score -581660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -581660.750000 Penalty: 2750.526855
	Iteration 50F: 3 clusters Score -581660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Entering Unmasked Estep 
Score: -396717.968750 Penalty: 1303.400757
	Iteration 0F: 2 clusters Score -396718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -393958.187500 Penalty: 2606.801514
	Iteration 0F: 3 clusters Score -393958.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -394577.875000 Penalty: 2606.801514
	Iteration 1F: 3 clusters Score -394577.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -394740.593750 Penalty: 2606.801514
	Iteration 2F: 3 clusters Score -394740.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -394882.718750 Penalty: 2606.801514
	Iteration 3F: 3 clusters Score -394882.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395021.562500 Penalty: 2606.801514
	Iteration 4F: 3 clusters Score -395021.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -395135.625000 Penalty: 2606.801514
	Iteration 5Q: 3 clusters Score -395135.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -395246.343750 Penalty: 2606.801514
	Iteration 6Q: 3 clusters Score -395246.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395347.000000 Penalty: 2606.801514
	Iteration 7Q: 3 clusters Score -395347 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -395457.187500 Penalty: 2606.801514
	Iteration 8Q: 3 clusters Score -395457.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -395555.375000 Penalty: 2606.801514
	Iteration 9Q: 3 clusters Score -395555.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -395632.906250 Penalty: 2606.801514
	Iteration 10Q: 3 clusters Score -395632.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -395693.687500 Penalty: 2606.801514
	Iteration 11Q: 3 clusters Score -395693.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -395729.937500 Penalty: 2606.801514
	Iteration 12Q: 3 clusters Score -395729.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -395756.500000 Penalty: 2606.801514
	Iteration 13Q: 3 clusters Score -395756.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -395780.750000 Penalty: 2606.801514
	Iteration 14Q: 3 clusters Score -395780.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -395798.312500 Penalty: 2606.801514
	Iteration 15Q: 3 clusters Score -395798.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -395819.843750 Penalty: 2606.801514
	Iteration 16Q: 3 clusters Score -395819.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -395841.250000 Penalty: 2606.801514
	Iteration 17Q: 3 clusters Score -395841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -395854.000000 Penalty: 2606.801514
	Iteration 18Q: 3 clusters Score -395854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -395867.937500 Penalty: 2606.801514
	Iteration 19Q: 3 clusters Score -395867.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -395876.687500 Penalty: 2606.801514
	Iteration 20F: 3 clusters Score -395876.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -395886.343750 Penalty: 2606.801514
	Iteration 21Q: 3 clusters Score -395886.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -395894.031250 Penalty: 2606.801514
	Iteration 22Q: 3 clusters Score -395894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -395898.218750 Penalty: 2606.801514
	Iteration 23Q: 3 clusters Score -395898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -395900.375000 Penalty: 2606.801514
	Iteration 24Q: 3 clusters Score -395900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -395900.500000 Penalty: 2606.801514
	Iteration 25Q: 3 clusters Score -395900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -395900.406250 Penalty: 2606.801514
	Iteration 26Q: 3 clusters Score -395900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -395900.406250 Penalty: 2606.801514
	Iteration 27F: 3 clusters Score -395900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Entering Unmasked Estep 
Score: -1345517.875000 Penalty: 1517.086304
	Iteration 0F: 2 clusters Score -1345518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1337559.750000 Penalty: 3034.172607
	Iteration 0F: 3 clusters Score -1337560 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1340346.250000 Penalty: 3034.172607
	Iteration 1F: 3 clusters Score -1340346 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1340749.375000 Penalty: 3034.172607
	Iteration 2F: 3 clusters Score -1340749 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1341139.125000 Penalty: 3034.172607
	Iteration 3F: 3 clusters Score -1341139 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1341536.625000 Penalty: 3034.172607
	Iteration 4F: 3 clusters Score -1341537 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1341888.750000 Penalty: 3034.172607
	Iteration 5F: 3 clusters Score -1341889 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1342192.000000 Penalty: 3034.172607
	Iteration 6Q: 3 clusters Score -1342192 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1342489.625000 Penalty: 3034.172607
	Iteration 7Q: 3 clusters Score -1342490 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1342693.875000 Penalty: 3034.172607
	Iteration 8Q: 3 clusters Score -1342694 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1342876.125000 Penalty: 3034.172607
	Iteration 9Q: 3 clusters Score -1342876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1343058.250000 Penalty: 3034.172607
	Iteration 10Q: 3 clusters Score -1343058 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1343190.500000 Penalty: 3034.172607
	Iteration 11Q: 3 clusters Score -1343190 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1343298.750000 Penalty: 3034.172607
	Iteration 12Q: 3 clusters Score -1343299 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1343387.625000 Penalty: 3034.172607
	Iteration 13Q: 3 clusters Score -1343388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1343451.250000 Penalty: 3034.172607
	Iteration 14Q: 3 clusters Score -1343451 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1343505.750000 Penalty: 3034.172607
	Iteration 15Q: 3 clusters Score -1343506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1343539.500000 Penalty: 3034.172607
	Iteration 16Q: 3 clusters Score -1343540 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1343570.125000 Penalty: 3034.172607
	Iteration 17Q: 3 clusters Score -1343570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1343591.000000 Penalty: 3034.172607
	Iteration 18Q: 3 clusters Score -1343591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1343615.875000 Penalty: 3034.172607
	Iteration 19Q: 3 clusters Score -1343616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1343630.875000 Penalty: 3034.172607
	Iteration 20F: 3 clusters Score -1343631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1343646.250000 Penalty: 3034.172607
	Iteration 21Q: 3 clusters Score -1343646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1343651.000000 Penalty: 3034.172607
	Iteration 22Q: 3 clusters Score -1343651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1343673.375000 Penalty: 3034.172607
	Iteration 23Q: 3 clusters Score -1343673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1343685.750000 Penalty: 3034.172607
	Iteration 24Q: 3 clusters Score -1343686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1343697.875000 Penalty: 3034.172607
	Iteration 25Q: 3 clusters Score -1343698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1343709.625000 Penalty: 3034.172607
	Iteration 26Q: 3 clusters Score -1343710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1343718.000000 Penalty: 3034.172607
	Iteration 27Q: 3 clusters Score -1343718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1343723.500000 Penalty: 3034.172607
	Iteration 28Q: 3 clusters Score -1343724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1343733.250000 Penalty: 3034.172607
	Iteration 29Q: 3 clusters Score -1343733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1343745.000000 Penalty: 3034.172607
	Iteration 30Q: 3 clusters Score -1343745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1343749.500000 Penalty: 3034.172607
	Iteration 31Q: 3 clusters Score -1343750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1343752.375000 Penalty: 3034.172607
	Iteration 32Q: 3 clusters Score -1343752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1343758.125000 Penalty: 3034.172607
	Iteration 33Q: 3 clusters Score -1343758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1343760.875000 Penalty: 3034.172607
	Iteration 34Q: 3 clusters Score -1343761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1343766.500000 Penalty: 3034.172607
	Iteration 35Q: 3 clusters Score -1343766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1343767.750000 Penalty: 3034.172607
	Iteration 36Q: 3 clusters Score -1343768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1343770.875000 Penalty: 3034.172607
	Iteration 37Q: 3 clusters Score -1343771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1343774.250000 Penalty: 3034.172607
	Iteration 38Q: 3 clusters Score -1343774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1343779.875000 Penalty: 3034.172607
	Iteration 39Q: 3 clusters Score -1343780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1343787.750000 Penalty: 3034.172607
	Iteration 40F: 3 clusters Score -1343788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1343793.375000 Penalty: 3034.172607
	Iteration 41Q: 3 clusters Score -1343793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1343796.500000 Penalty: 3034.172607
	Iteration 42Q: 3 clusters Score -1343796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1343800.125000 Penalty: 3034.172607
	Iteration 43Q: 3 clusters Score -1343800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1343799.625000 Penalty: 3034.172607
	Iteration 44Q: 3 clusters Score -1343800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1343801.375000 Penalty: 3034.172607
	Iteration 45Q: 3 clusters Score -1343801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1343803.250000 Penalty: 3034.172607
	Iteration 46Q: 3 clusters Score -1343803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1343806.750000 Penalty: 3034.172607
	Iteration 47Q: 3 clusters Score -1343807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1343808.875000 Penalty: 3034.172607
	Iteration 48Q: 3 clusters Score -1343809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1343815.125000 Penalty: 3034.172607
	Iteration 49Q: 3 clusters Score -1343815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1343819.250000 Penalty: 3034.172607
	Iteration 50Q: 3 clusters Score -1343819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1343822.000000 Penalty: 3034.172607
	Iteration 51Q: 3 clusters Score -1343822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1343827.375000 Penalty: 3034.172607
	Iteration 52Q: 3 clusters Score -1343827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1343832.750000 Penalty: 3034.172607
	Iteration 53Q: 3 clusters Score -1343833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1343836.500000 Penalty: 3034.172607
	Iteration 54Q: 3 clusters Score -1343836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1343844.000000 Penalty: 3034.172607
	Iteration 55Q: 3 clusters Score -1343844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1343850.875000 Penalty: 3034.172607
	Iteration 56Q: 3 clusters Score -1343851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1343851.500000 Penalty: 3034.172607
	Iteration 57Q: 3 clusters Score -1343852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1343861.750000 Penalty: 3034.172607
	Iteration 58Q: 3 clusters Score -1343862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1343869.125000 Penalty: 3034.172607
	Iteration 59Q: 3 clusters Score -1343869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1343878.375000 Penalty: 3034.172607
	Iteration 60F: 3 clusters Score -1343878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1343878.750000 Penalty: 3034.172607
	Iteration 61Q: 3 clusters Score -1343879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1343887.875000 Penalty: 3034.172607
	Iteration 62Q: 3 clusters Score -1343888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1343892.000000 Penalty: 3034.172607
	Iteration 63Q: 3 clusters Score -1343892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1343899.875000 Penalty: 3034.172607
	Iteration 64Q: 3 clusters Score -1343900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1343904.000000 Penalty: 3034.172607
	Iteration 65Q: 3 clusters Score -1343904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1343906.125000 Penalty: 3034.172607
	Iteration 66Q: 3 clusters Score -1343906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1343906.500000 Penalty: 3034.172607
	Iteration 67Q: 3 clusters Score -1343906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1343904.125000 Penalty: 3034.172607
	Iteration 68Q: 3 clusters Score -1343904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1343913.875000 Penalty: 3034.172607
	Iteration 69Q: 3 clusters Score -1343914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1343918.750000 Penalty: 3034.172607
	Iteration 70Q: 3 clusters Score -1343919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1343921.125000 Penalty: 3034.172607
	Iteration 71Q: 3 clusters Score -1343921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1343921.875000 Penalty: 3034.172607
	Iteration 72Q: 3 clusters Score -1343922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1343927.250000 Penalty: 3034.172607
	Iteration 73Q: 3 clusters Score -1343927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1343930.875000 Penalty: 3034.172607
	Iteration 74Q: 3 clusters Score -1343931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1343930.875000 Penalty: 3034.172607
	Iteration 75Q: 3 clusters Score -1343931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1343937.000000 Penalty: 3034.172607
	Iteration 76Q: 3 clusters Score -1343937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1343938.750000 Penalty: 3034.172607
	Iteration 77Q: 3 clusters Score -1343939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1343937.125000 Penalty: 3034.172607
	Iteration 78Q: 3 clusters Score -1343937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1343940.500000 Penalty: 3034.172607
	Iteration 79Q: 3 clusters Score -1343940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1343945.750000 Penalty: 3034.172607
	Iteration 80F: 3 clusters Score -1343946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1343949.875000 Penalty: 3034.172607
	Iteration 81Q: 3 clusters Score -1343950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1343952.125000 Penalty: 3034.172607
	Iteration 82Q: 3 clusters Score -1343952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1343955.250000 Penalty: 3034.172607
	Iteration 83Q: 3 clusters Score -1343955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1343963.875000 Penalty: 3034.172607
	Iteration 84Q: 3 clusters Score -1343964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1343969.375000 Penalty: 3034.172607
	Iteration 85Q: 3 clusters Score -1343969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1343971.750000 Penalty: 3034.172607
	Iteration 86Q: 3 clusters Score -1343972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1343979.625000 Penalty: 3034.172607
	Iteration 87Q: 3 clusters Score -1343980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1343982.625000 Penalty: 3034.172607
	Iteration 88Q: 3 clusters Score -1343983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1343986.125000 Penalty: 3034.172607
	Iteration 89Q: 3 clusters Score -1343986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1343993.000000 Penalty: 3034.172607
	Iteration 90Q: 3 clusters Score -1343993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1343992.750000 Penalty: 3034.172607
	Iteration 91Q: 3 clusters Score -1343993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1343998.375000 Penalty: 3034.172607
	Iteration 92Q: 3 clusters Score -1343998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1344002.125000 Penalty: 3034.172607
	Iteration 93Q: 3 clusters Score -1344002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1344011.500000 Penalty: 3034.172607
	Iteration 94Q: 3 clusters Score -1344012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1344016.000000 Penalty: 3034.172607
	Iteration 95Q: 3 clusters Score -1344016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1344021.500000 Penalty: 3034.172607
	Iteration 96Q: 3 clusters Score -1344022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1344025.500000 Penalty: 3034.172607
	Iteration 97Q: 3 clusters Score -1344026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1344026.000000 Penalty: 3034.172607
	Iteration 98Q: 3 clusters Score -1344026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1344030.125000 Penalty: 3034.172607
	Iteration 99Q: 3 clusters Score -1344030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1344032.750000 Penalty: 3034.172607
	Iteration 100F: 3 clusters Score -1344033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1344041.250000 Penalty: 3034.172607
	Iteration 101Q: 3 clusters Score -1344041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1344044.750000 Penalty: 3034.172607
	Iteration 102Q: 3 clusters Score -1344045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1344057.125000 Penalty: 3034.172607
	Iteration 103Q: 3 clusters Score -1344057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1344065.125000 Penalty: 3034.172607
	Iteration 104Q: 3 clusters Score -1344065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1344071.000000 Penalty: 3034.172607
	Iteration 105Q: 3 clusters Score -1344071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1344081.625000 Penalty: 3034.172607
	Iteration 106Q: 3 clusters Score -1344082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1344091.250000 Penalty: 3034.172607
	Iteration 107Q: 3 clusters Score -1344091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1344096.375000 Penalty: 3034.172607
	Iteration 108Q: 3 clusters Score -1344096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1344106.875000 Penalty: 3034.172607
	Iteration 109Q: 3 clusters Score -1344107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1344116.250000 Penalty: 3034.172607
	Iteration 110Q: 3 clusters Score -1344116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1344127.625000 Penalty: 3034.172607
	Iteration 111Q: 3 clusters Score -1344128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1344147.625000 Penalty: 3034.172607
	Iteration 112Q: 3 clusters Score -1344148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1344163.375000 Penalty: 3034.172607
	Iteration 113Q: 3 clusters Score -1344163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1344173.000000 Penalty: 3034.172607
	Iteration 114Q: 3 clusters Score -1344173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1344186.125000 Penalty: 3034.172607
	Iteration 115Q: 3 clusters Score -1344186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1344196.875000 Penalty: 3034.172607
	Iteration 116Q: 3 clusters Score -1344197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1344214.875000 Penalty: 3034.172607
	Iteration 117Q: 3 clusters Score -1344215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1344236.375000 Penalty: 3034.172607
	Iteration 118Q: 3 clusters Score -1344236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1344260.750000 Penalty: 3034.172607
	Iteration 119Q: 3 clusters Score -1344261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1344290.250000 Penalty: 3034.172607
	Iteration 120F: 3 clusters Score -1344290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1344319.250000 Penalty: 3034.172607
	Iteration 121Q: 3 clusters Score -1344319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1344349.125000 Penalty: 3034.172607
	Iteration 122Q: 3 clusters Score -1344349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1344382.750000 Penalty: 3034.172607
	Iteration 123Q: 3 clusters Score -1344383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1344406.875000 Penalty: 3034.172607
	Iteration 124Q: 3 clusters Score -1344407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1344428.125000 Penalty: 3034.172607
	Iteration 125Q: 3 clusters Score -1344428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1344444.125000 Penalty: 3034.172607
	Iteration 126Q: 3 clusters Score -1344444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1344452.000000 Penalty: 3034.172607
	Iteration 127Q: 3 clusters Score -1344452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1344460.250000 Penalty: 3034.172607
	Iteration 128Q: 3 clusters Score -1344460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1344463.750000 Penalty: 3034.172607
	Iteration 129Q: 3 clusters Score -1344464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1344474.125000 Penalty: 3034.172607
	Iteration 130Q: 3 clusters Score -1344474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1344478.875000 Penalty: 3034.172607
	Iteration 131Q: 3 clusters Score -1344479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1344481.500000 Penalty: 3034.172607
	Iteration 132Q: 3 clusters Score -1344482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1344482.000000 Penalty: 3034.172607
	Iteration 133Q: 3 clusters Score -1344482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1344485.250000 Penalty: 3034.172607
	Iteration 134Q: 3 clusters Score -1344485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1344483.625000 Penalty: 3034.172607
	Iteration 135Q: 3 clusters Score -1344484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1344487.500000 Penalty: 3034.172607
	Iteration 136Q: 3 clusters Score -1344488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1344489.000000 Penalty: 3034.172607
	Iteration 137Q: 3 clusters Score -1344489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1344493.250000 Penalty: 3034.172607
	Iteration 138Q: 3 clusters Score -1344493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1344495.750000 Penalty: 3034.172607
	Iteration 139Q: 3 clusters Score -1344496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1344497.125000 Penalty: 3034.172607
	Iteration 140F: 3 clusters Score -1344497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1344499.750000 Penalty: 3034.172607
	Iteration 141Q: 3 clusters Score -1344500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1344502.000000 Penalty: 3034.172607
	Iteration 142Q: 3 clusters Score -1344502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1344507.500000 Penalty: 3034.172607
	Iteration 143Q: 3 clusters Score -1344508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1344511.375000 Penalty: 3034.172607
	Iteration 144Q: 3 clusters Score -1344511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1344512.250000 Penalty: 3034.172607
	Iteration 145Q: 3 clusters Score -1344512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1344513.625000 Penalty: 3034.172607
	Iteration 146Q: 3 clusters Score -1344514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1344513.625000 Penalty: 3034.172607
	Iteration 147F: 3 clusters Score -1344514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -628671.000000 Penalty: 1376.186890
	Iteration 0F: 2 clusters Score -628671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -624820.937500 Penalty: 2752.373779
	Iteration 0F: 3 clusters Score -624820.9 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -625803.312500 Penalty: 2752.373779
	Iteration 1F: 3 clusters Score -625803.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -625969.687500 Penalty: 2752.373779
	Iteration 2F: 3 clusters Score -625969.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -626086.750000 Penalty: 2752.373779
	Iteration 3F: 3 clusters Score -626086.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -626159.250000 Penalty: 2752.373779
	Iteration 4Q: 3 clusters Score -626159.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -626209.812500 Penalty: 2752.373779
	Iteration 5Q: 3 clusters Score -626209.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -626268.562500 Penalty: 2752.373779
	Iteration 6Q: 3 clusters Score -626268.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -626316.625000 Penalty: 2752.373779
	Iteration 7Q: 3 clusters Score -626316.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -626366.562500 Penalty: 2752.373779
	Iteration 8Q: 3 clusters Score -626366.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -626411.687500 Penalty: 2752.373779
	Iteration 9Q: 3 clusters Score -626411.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -626466.062500 Penalty: 2752.373779
	Iteration 10Q: 3 clusters Score -626466.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -626520.062500 Penalty: 2752.373779
	Iteration 11Q: 3 clusters Score -626520.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -626578.750000 Penalty: 2752.373779
	Iteration 12Q: 3 clusters Score -626578.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -626636.000000 Penalty: 2752.373779
	Iteration 13Q: 3 clusters Score -626636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -626704.250000 Penalty: 2752.373779
	Iteration 14Q: 3 clusters Score -626704.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -626793.937500 Penalty: 2752.373779
	Iteration 15Q: 3 clusters Score -626793.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -626891.562500 Penalty: 2752.373779
	Iteration 16Q: 3 clusters Score -626891.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -626987.125000 Penalty: 2752.373779
	Iteration 17Q: 3 clusters Score -626987.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -627088.625000 Penalty: 2752.373779
	Iteration 18Q: 3 clusters Score -627088.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -627176.500000 Penalty: 2752.373779
	Iteration 19Q: 3 clusters Score -627176.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -627249.312500 Penalty: 2752.373779
	Iteration 20F: 3 clusters Score -627249.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -627311.812500 Penalty: 2752.373779
	Iteration 21Q: 3 clusters Score -627311.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -627356.437500 Penalty: 2752.373779
	Iteration 22Q: 3 clusters Score -627356.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -627386.312500 Penalty: 2752.373779
	Iteration 23Q: 3 clusters Score -627386.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -627405.000000 Penalty: 2752.373779
	Iteration 24Q: 3 clusters Score -627405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -627420.812500 Penalty: 2752.373779
	Iteration 25Q: 3 clusters Score -627420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -627436.312500 Penalty: 2752.373779
	Iteration 26Q: 3 clusters Score -627436.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -627451.000000 Penalty: 2752.373779
	Iteration 27Q: 3 clusters Score -627451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -627461.125000 Penalty: 2752.373779
	Iteration 28Q: 3 clusters Score -627461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -627471.437500 Penalty: 2752.373779
	Iteration 29Q: 3 clusters Score -627471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -627478.000000 Penalty: 2752.373779
	Iteration 30Q: 3 clusters Score -627478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -627487.937500 Penalty: 2752.373779
	Iteration 31Q: 3 clusters Score -627487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -627490.125000 Penalty: 2752.373779
	Iteration 32Q: 3 clusters Score -627490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -627491.312500 Penalty: 2752.373779
	Iteration 33Q: 3 clusters Score -627491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -627491.312500 Penalty: 2752.373779
	Iteration 34F: 3 clusters Score -627491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -65133.632812 Penalty: 1043.249146
	Iteration 0F: 2 clusters Score -65133.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63978.070312 Penalty: 2086.498291
	Iteration 0F: 3 clusters Score -63978.07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64246.089844 Penalty: 2086.498291
	Iteration 1F: 3 clusters Score -64246.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64350.070312 Penalty: 2086.498291
	Iteration 2F: 3 clusters Score -64350.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64392.871094 Penalty: 2086.498291
	Iteration 3Q: 3 clusters Score -64392.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64443.617188 Penalty: 2086.498291
	Iteration 4Q: 3 clusters Score -64443.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64479.265625 Penalty: 2086.498291
	Iteration 5Q: 3 clusters Score -64479.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64506.847656 Penalty: 2086.498291
	Iteration 6Q: 3 clusters Score -64506.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64523.792969 Penalty: 2086.498291
	Iteration 7Q: 3 clusters Score -64523.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64538.800781 Penalty: 2086.498291
	Iteration 8Q: 3 clusters Score -64538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64554.976562 Penalty: 2086.498291
	Iteration 9Q: 3 clusters Score -64554.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64562.082031 Penalty: 2086.498291
	Iteration 10Q: 3 clusters Score -64562.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64563.847656 Penalty: 2086.498291
	Iteration 11Q: 3 clusters Score -64563.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64569.464844 Penalty: 2086.498291
	Iteration 12Q: 3 clusters Score -64569.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64571.605469 Penalty: 2086.498291
	Iteration 13Q: 3 clusters Score -64571.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64575.328125 Penalty: 2086.498291
	Iteration 14Q: 3 clusters Score -64575.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64575.960938 Penalty: 2086.498291
	Iteration 15Q: 3 clusters Score -64575.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64576.488281 Penalty: 2086.498291
	Iteration 16Q: 3 clusters Score -64576.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64576.488281 Penalty: 2086.498291
	Iteration 17F: 3 clusters Score -64576.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 22122 members 
Mstep: Class 4 contains 31391 members 
Mstep: Class 5 contains 103710 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35335 members 
Mstep: Class 10 contains 67150 members 
Mstep: Class 11 contains 80294 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 29178 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 16313 members 
Mstep: Class 17 contains 41197 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 16338 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 78712 members 
Mstep: Class 24 contains 56662 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 50911 members 
Mstep: Class 29 contains 79968 members 
Mstep: Class 30 contains 4319 members 
Mstep: Class 31 contains 84318 members 
Mstep: Class 32 contains 54656 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4737 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 11338 members 
Mstep: Class 37 contains 4764 members 
Mstep: Class 38 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127745680.000000 Penalty: 83069.179688
Iteration 119Q: 38 clusters Score -1.277457e+08 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 22150 members 
Mstep: Class 4 contains 30882 members 
Mstep: Class 5 contains 104041 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 42910 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35478 members 
Mstep: Class 10 contains 67126 members 
Mstep: Class 11 contains 80115 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 14 contains 29102 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 16 contains 16355 members 
Mstep: Class 17 contains 41724 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 16044 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 78565 members 
Mstep: Class 24 contains 56562 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 28 contains 51003 members 
Mstep: Class 29 contains 79715 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 84323 members 
Mstep: Class 32 contains 54909 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 4730 members 
Mstep: Class 35 contains 3033 members 
Mstep: Class 36 contains 11335 members 
Mstep: Class 37 contains 4727 members 
Mstep: Class 38 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746360.000000 Penalty: 83069.179688
Iteration 120F: 38 clusters Score -1.277464e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 5735 members 
Mstep: Class 3 contains 22172 members 
Mstep: Class 4 contains 30287 members 
Mstep: Class 5 contains 104327 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 43256 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35603 members 
Mstep: Class 10 contains 67107 members 
Mstep: Class 11 contains 79905 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 29013 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 42244 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 21 contains 127 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 78456 members 
Mstep: Class 24 contains 56490 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 28 contains 51050 members 
Mstep: Class 29 contains 79507 members 
Mstep: Class 30 contains 4324 members 
Mstep: Class 31 contains 84310 members 
Mstep: Class 32 contains 55199 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 4723 members 
Mstep: Class 35 contains 3018 members 
Mstep: Class 36 contains 11161 members 
Mstep: Class 37 contains 4694 members 
Mstep: Class 38 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746064.000000 Penalty: 83069.179688
Iteration 121Q: 38 clusters Score -1.277461e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 22204 members 
Mstep: Class 4 contains 29712 members 
Mstep: Class 5 contains 104604 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 43584 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 35760 members 
Mstep: Class 10 contains 67126 members 
Mstep: Class 11 contains 79636 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 6916 members 
Mstep: Class 14 contains 28932 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 16441 members 
Mstep: Class 17 contains 42712 members 
Mstep: Class 18 contains 18921 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 15446 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 78296 members 
Mstep: Class 24 contains 56464 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51077 members 
Mstep: Class 29 contains 79325 members 
Mstep: Class 30 contains 4329 members 
Mstep: Class 31 contains 84275 members 
Mstep: Class 32 contains 55507 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 4727 members 
Mstep: Class 35 contains 3008 members 
Mstep: Class 36 contains 11037 members 
Mstep: Class 37 contains 4646 members 
Mstep: Class 38 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746088.000000 Penalty: 83069.179688
Iteration 122Q: 38 clusters Score -1.277461e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 22255 members 
Mstep: Class 4 contains 29112 members 
Mstep: Class 5 contains 104868 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 43916 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 35942 members 
Mstep: Class 10 contains 67136 members 
Mstep: Class 11 contains 79283 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 7030 members 
Mstep: Class 14 contains 28860 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 16499 members 
Mstep: Class 17 contains 43206 members 
Mstep: Class 18 contains 18891 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 15150 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 78119 members 
Mstep: Class 24 contains 56472 members 
Mstep: Class 25 contains 2993 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51128 members 
Mstep: Class 29 contains 79146 members 
Mstep: Class 30 contains 4331 members 
Mstep: Class 31 contains 84231 members 
Mstep: Class 32 contains 55847 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 4723 members 
Mstep: Class 35 contains 3002 members 
Mstep: Class 36 contains 10937 members 
Mstep: Class 37 contains 4607 members 
Mstep: Class 38 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746224.000000 Penalty: 83069.179688
Iteration 123Q: 38 clusters Score -1.277462e+08 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 22305 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 105081 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 44204 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 36097 members 
Mstep: Class 10 contains 67111 members 
Mstep: Class 11 contains 78938 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 7095 members 
Mstep: Class 14 contains 28796 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 16552 members 
Mstep: Class 17 contains 43692 members 
Mstep: Class 18 contains 18863 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 77917 members 
Mstep: Class 24 contains 56497 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51178 members 
Mstep: Class 29 contains 79049 members 
Mstep: Class 30 contains 4330 members 
Mstep: Class 31 contains 84237 members 
Mstep: Class 32 contains 56176 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 4724 members 
Mstep: Class 35 contains 3002 members 
Mstep: Class 36 contains 10876 members 
Mstep: Class 37 contains 4582 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746392.000000 Penalty: 83069.179688
Iteration 124Q: 38 clusters Score -1.277464e+08 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 22348 members 
Mstep: Class 4 contains 27920 members 
Mstep: Class 5 contains 105278 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 44523 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 36223 members 
Mstep: Class 10 contains 67087 members 
Mstep: Class 11 contains 78572 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 28721 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 16571 members 
Mstep: Class 17 contains 44233 members 
Mstep: Class 18 contains 18885 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 14613 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 77788 members 
Mstep: Class 24 contains 56541 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51201 members 
Mstep: Class 29 contains 78933 members 
Mstep: Class 30 contains 4328 members 
Mstep: Class 31 contains 84190 members 
Mstep: Class 32 contains 56532 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 4725 members 
Mstep: Class 35 contains 2995 members 
Mstep: Class 36 contains 10828 members 
Mstep: Class 37 contains 4563 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746160.000000 Penalty: 83069.179688
Iteration 125Q: 38 clusters Score -1.277462e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 22375 members 
Mstep: Class 4 contains 27269 members 
Mstep: Class 5 contains 105469 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 44858 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 36342 members 
Mstep: Class 10 contains 67054 members 
Mstep: Class 11 contains 78144 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 28661 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 16613 members 
Mstep: Class 17 contains 44807 members 
Mstep: Class 18 contains 18904 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 77708 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51235 members 
Mstep: Class 29 contains 78824 members 
Mstep: Class 30 contains 4327 members 
Mstep: Class 31 contains 84086 members 
Mstep: Class 32 contains 56909 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 4728 members 
Mstep: Class 35 contains 2977 members 
Mstep: Class 36 contains 10801 members 
Mstep: Class 37 contains 4539 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746544.000000 Penalty: 83069.179688
Iteration 126Q: 38 clusters Score -1.277465e+08 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 22413 members 
Mstep: Class 4 contains 26616 members 
Mstep: Class 5 contains 105622 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 45171 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 36456 members 
Mstep: Class 10 contains 67035 members 
Mstep: Class 11 contains 77691 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 28594 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 16647 members 
Mstep: Class 17 contains 45395 members 
Mstep: Class 18 contains 18896 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 77612 members 
Mstep: Class 24 contains 56704 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51299 members 
Mstep: Class 29 contains 78754 members 
Mstep: Class 30 contains 4327 members 
Mstep: Class 31 contains 83992 members 
Mstep: Class 32 contains 57278 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 4723 members 
Mstep: Class 35 contains 2972 members 
Mstep: Class 36 contains 10772 members 
Mstep: Class 37 contains 4513 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746600.000000 Penalty: 83069.179688
Iteration 127Q: 38 clusters Score -1.277466e+08 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 22438 members 
Mstep: Class 4 contains 25982 members 
Mstep: Class 5 contains 105704 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 45459 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 36593 members 
Mstep: Class 10 contains 67008 members 
Mstep: Class 11 contains 77275 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 28521 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 16676 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 18907 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 77555 members 
Mstep: Class 24 contains 56782 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51354 members 
Mstep: Class 29 contains 78705 members 
Mstep: Class 30 contains 4327 members 
Mstep: Class 31 contains 83866 members 
Mstep: Class 32 contains 57627 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 4725 members 
Mstep: Class 35 contains 2966 members 
Mstep: Class 36 contains 10753 members 
Mstep: Class 37 contains 4488 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746512.000000 Penalty: 83069.179688
Iteration 128Q: 38 clusters Score -1.277465e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 25415 members 
Mstep: Class 5 contains 105754 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 45729 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 36747 members 
Mstep: Class 10 contains 66951 members 
Mstep: Class 11 contains 77007 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 28465 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 16689 members 
Mstep: Class 17 contains 46700 members 
Mstep: Class 18 contains 18912 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 77471 members 
Mstep: Class 24 contains 56780 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51393 members 
Mstep: Class 29 contains 78675 members 
Mstep: Class 30 contains 4327 members 
Mstep: Class 31 contains 83717 members 
Mstep: Class 32 contains 57923 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 4722 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 10742 members 
Mstep: Class 37 contains 4469 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746448.000000 Penalty: 83069.179688
Iteration 129Q: 38 clusters Score -1.277464e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 24820 members 
Mstep: Class 5 contains 105815 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 45999 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 36872 members 
Mstep: Class 10 contains 66886 members 
Mstep: Class 11 contains 76812 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 28380 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 16727 members 
Mstep: Class 17 contains 47399 members 
Mstep: Class 18 contains 18917 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 13426 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 77448 members 
Mstep: Class 24 contains 56742 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51397 members 
Mstep: Class 29 contains 78633 members 
Mstep: Class 30 contains 4327 members 
Mstep: Class 31 contains 83592 members 
Mstep: Class 32 contains 58162 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2964 members 
Mstep: Class 36 contains 10735 members 
Mstep: Class 37 contains 4451 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746688.000000 Penalty: 83069.179688
Iteration 130Q: 38 clusters Score -1.277467e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 24272 members 
Mstep: Class 5 contains 105842 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 46255 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 37010 members 
Mstep: Class 10 contains 66838 members 
Mstep: Class 11 contains 76654 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 28289 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 16772 members 
Mstep: Class 17 contains 48133 members 
Mstep: Class 18 contains 18915 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 13194 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 981 members 
Mstep: Class 23 contains 77395 members 
Mstep: Class 24 contains 56687 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51376 members 
Mstep: Class 29 contains 78573 members 
Mstep: Class 30 contains 4323 members 
Mstep: Class 31 contains 83442 members 
Mstep: Class 32 contains 58402 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 2969 members 
Mstep: Class 36 contains 10731 members 
Mstep: Class 37 contains 4433 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746392.000000 Penalty: 83069.179688
Iteration 131Q: 38 clusters Score -1.277464e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 23681 members 
Mstep: Class 5 contains 105789 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 46523 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 37181 members 
Mstep: Class 10 contains 66818 members 
Mstep: Class 11 contains 76518 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 28197 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 16771 members 
Mstep: Class 17 contains 48929 members 
Mstep: Class 18 contains 18916 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 77294 members 
Mstep: Class 24 contains 56600 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51398 members 
Mstep: Class 29 contains 78522 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 83352 members 
Mstep: Class 32 contains 58602 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 4715 members 
Mstep: Class 35 contains 2977 members 
Mstep: Class 36 contains 10726 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746896.000000 Penalty: 83069.179688
Iteration 132Q: 38 clusters Score -1.277469e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 22499 members 
Mstep: Class 4 contains 23072 members 
Mstep: Class 5 contains 105780 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 46741 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 37365 members 
Mstep: Class 10 contains 66786 members 
Mstep: Class 11 contains 76385 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 28103 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 16733 members 
Mstep: Class 17 contains 49843 members 
Mstep: Class 18 contains 18911 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 77172 members 
Mstep: Class 24 contains 56530 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51375 members 
Mstep: Class 29 contains 78444 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 83306 members 
Mstep: Class 32 contains 58763 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 4713 members 
Mstep: Class 35 contains 2976 members 
Mstep: Class 36 contains 10725 members 
Mstep: Class 37 contains 4374 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747232.000000 Penalty: 83069.179688
Iteration 133Q: 38 clusters Score -1.277472e+08 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 22514 members 
Mstep: Class 4 contains 22441 members 
Mstep: Class 5 contains 105788 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 46981 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 37543 members 
Mstep: Class 10 contains 66744 members 
Mstep: Class 11 contains 76219 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 27996 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16703 members 
Mstep: Class 17 contains 50832 members 
Mstep: Class 18 contains 18923 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 77036 members 
Mstep: Class 24 contains 56465 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51346 members 
Mstep: Class 29 contains 78404 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 83246 members 
Mstep: Class 32 contains 58898 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4708 members 
Mstep: Class 35 contains 2985 members 
Mstep: Class 36 contains 10723 members 
Mstep: Class 37 contains 4350 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747504.000000 Penalty: 83069.179688
Iteration 134Q: 38 clusters Score -1.277475e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 22510 members 
Mstep: Class 4 contains 21787 members 
Mstep: Class 5 contains 105804 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 37693 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 11 contains 76057 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 27891 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16687 members 
Mstep: Class 17 contains 51945 members 
Mstep: Class 18 contains 18938 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 76921 members 
Mstep: Class 24 contains 56346 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51353 members 
Mstep: Class 29 contains 78360 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 83120 members 
Mstep: Class 32 contains 59026 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4711 members 
Mstep: Class 35 contains 2989 members 
Mstep: Class 36 contains 10723 members 
Mstep: Class 37 contains 4322 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747808.000000 Penalty: 83069.179688
Iteration 135Q: 38 clusters Score -1.277478e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 22506 members 
Mstep: Class 4 contains 21099 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 47463 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 37858 members 
Mstep: Class 10 contains 66675 members 
Mstep: Class 11 contains 75881 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 27780 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16687 members 
Mstep: Class 17 contains 53139 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 76789 members 
Mstep: Class 24 contains 56198 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51328 members 
Mstep: Class 29 contains 78315 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 83002 members 
Mstep: Class 32 contains 59150 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4714 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 10726 members 
Mstep: Class 37 contains 4305 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748120.000000 Penalty: 83069.179688
Iteration 136Q: 38 clusters Score -1.277481e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 22517 members 
Mstep: Class 4 contains 20399 members 
Mstep: Class 5 contains 105779 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 47646 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 38034 members 
Mstep: Class 10 contains 66633 members 
Mstep: Class 11 contains 75691 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 27680 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16694 members 
Mstep: Class 17 contains 54422 members 
Mstep: Class 18 contains 18975 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 76684 members 
Mstep: Class 24 contains 56033 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51255 members 
Mstep: Class 29 contains 78329 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82949 members 
Mstep: Class 32 contains 59230 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 2974 members 
Mstep: Class 36 contains 10734 members 
Mstep: Class 37 contains 4278 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748880.000000 Penalty: 83069.179688
Iteration 137Q: 38 clusters Score -1.277489e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 5741 members 
Mstep: Class 3 contains 22528 members 
Mstep: Class 4 contains 19656 members 
Mstep: Class 5 contains 105725 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 47860 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 38204 members 
Mstep: Class 10 contains 66593 members 
Mstep: Class 11 contains 75452 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 7102 members 
Mstep: Class 14 contains 27573 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16656 members 
Mstep: Class 17 contains 55887 members 
Mstep: Class 18 contains 19001 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 11535 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 76555 members 
Mstep: Class 24 contains 55870 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51193 members 
Mstep: Class 29 contains 78283 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82897 members 
Mstep: Class 32 contains 59313 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 2957 members 
Mstep: Class 36 contains 10737 members 
Mstep: Class 37 contains 4244 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749512.000000 Penalty: 83069.179688
Iteration 138Q: 38 clusters Score -1.277495e+08 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 5736 members 
Mstep: Class 3 contains 22539 members 
Mstep: Class 4 contains 18919 members 
Mstep: Class 5 contains 105657 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48049 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 38370 members 
Mstep: Class 10 contains 66561 members 
Mstep: Class 11 contains 75155 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 7098 members 
Mstep: Class 14 contains 27473 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16585 members 
Mstep: Class 17 contains 57484 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 981 members 
Mstep: Class 23 contains 76421 members 
Mstep: Class 24 contains 55696 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51109 members 
Mstep: Class 29 contains 78276 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 82842 members 
Mstep: Class 32 contains 59371 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 2936 members 
Mstep: Class 36 contains 10731 members 
Mstep: Class 37 contains 4219 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750248.000000 Penalty: 83069.179688
Iteration 139Q: 38 clusters Score -1.277502e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 5735 members 
Mstep: Class 3 contains 22535 members 
Mstep: Class 4 contains 18197 members 
Mstep: Class 5 contains 105563 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48195 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 38590 members 
Mstep: Class 10 contains 66529 members 
Mstep: Class 11 contains 74891 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 7095 members 
Mstep: Class 14 contains 27380 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16510 members 
Mstep: Class 17 contains 59210 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 11082 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 76298 members 
Mstep: Class 24 contains 55492 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 51019 members 
Mstep: Class 29 contains 78276 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 82743 members 
Mstep: Class 32 contains 59364 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 2930 members 
Mstep: Class 36 contains 10723 members 
Mstep: Class 37 contains 4190 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127751376.000000 Penalty: 83069.179688
Iteration 140F: 38 clusters Score -1.277514e+08 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 22543 members 
Mstep: Class 4 contains 17541 members 
Mstep: Class 5 contains 105438 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48310 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 38819 members 
Mstep: Class 10 contains 66507 members 
Mstep: Class 11 contains 74584 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 7108 members 
Mstep: Class 14 contains 27278 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16422 members 
Mstep: Class 17 contains 61132 members 
Mstep: Class 18 contains 19073 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 76167 members 
Mstep: Class 24 contains 55208 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50925 members 
Mstep: Class 29 contains 78183 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 82642 members 
Mstep: Class 32 contains 59311 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4718 members 
Mstep: Class 35 contains 2920 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 4179 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752760.000000 Penalty: 83069.179688
Iteration 141Q: 38 clusters Score -1.277528e+08 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 5731 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 105321 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48412 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 38995 members 
Mstep: Class 10 contains 66458 members 
Mstep: Class 11 contains 74303 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 27186 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16359 members 
Mstep: Class 17 contains 63141 members 
Mstep: Class 18 contains 19099 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 76032 members 
Mstep: Class 24 contains 54873 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50830 members 
Mstep: Class 29 contains 78036 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82550 members 
Mstep: Class 32 contains 59171 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4717 members 
Mstep: Class 35 contains 2909 members 
Mstep: Class 36 contains 10691 members 
Mstep: Class 37 contains 4174 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754056.000000 Penalty: 83069.179688
Iteration 142Q: 38 clusters Score -1.277541e+08 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 22584 members 
Mstep: Class 4 contains 16475 members 
Mstep: Class 5 contains 105202 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48512 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 39175 members 
Mstep: Class 10 contains 66410 members 
Mstep: Class 11 contains 73953 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 7094 members 
Mstep: Class 14 contains 27088 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16281 members 
Mstep: Class 17 contains 65375 members 
Mstep: Class 18 contains 19135 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 10528 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 75853 members 
Mstep: Class 24 contains 54473 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50710 members 
Mstep: Class 29 contains 77883 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82390 members 
Mstep: Class 32 contains 59025 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2894 members 
Mstep: Class 36 contains 10683 members 
Mstep: Class 37 contains 4164 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754704.000000 Penalty: 83069.179688
Iteration 143Q: 38 clusters Score -1.277547e+08 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 22602 members 
Mstep: Class 4 contains 15994 members 
Mstep: Class 5 contains 105096 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48557 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 39332 members 
Mstep: Class 10 contains 66401 members 
Mstep: Class 11 contains 73614 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16173 members 
Mstep: Class 17 contains 67610 members 
Mstep: Class 18 contains 19169 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 10350 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 75698 members 
Mstep: Class 24 contains 54029 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50577 members 
Mstep: Class 29 contains 77739 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82254 members 
Mstep: Class 32 contains 58894 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2890 members 
Mstep: Class 36 contains 10673 members 
Mstep: Class 37 contains 4161 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755368.000000 Penalty: 83069.179688
Iteration 144Q: 38 clusters Score -1.277554e+08 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 104974 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48603 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 39492 members 
Mstep: Class 10 contains 66407 members 
Mstep: Class 11 contains 73298 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 26903 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 16073 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 19228 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 10180 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 75514 members 
Mstep: Class 24 contains 53601 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50420 members 
Mstep: Class 29 contains 77599 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82140 members 
Mstep: Class 32 contains 58837 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4722 members 
Mstep: Class 35 contains 2883 members 
Mstep: Class 36 contains 10657 members 
Mstep: Class 37 contains 4153 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756064.000000 Penalty: 83069.179688
Iteration 145Q: 38 clusters Score -1.277561e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 5724 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 104890 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 48660 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 66403 members 
Mstep: Class 11 contains 73035 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 26806 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15959 members 
Mstep: Class 17 contains 71454 members 
Mstep: Class 18 contains 19286 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 10004 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 75334 members 
Mstep: Class 24 contains 53157 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50260 members 
Mstep: Class 29 contains 77626 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 82037 members 
Mstep: Class 32 contains 58820 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2876 members 
Mstep: Class 36 contains 10652 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756784.000000 Penalty: 83069.179688
Iteration 146Q: 38 clusters Score -1.277568e+08 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 22667 members 
Mstep: Class 4 contains 14744 members 
Mstep: Class 5 contains 104808 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48722 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 39792 members 
Mstep: Class 10 contains 66432 members 
Mstep: Class 11 contains 72855 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 7082 members 
Mstep: Class 14 contains 26728 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15859 members 
Mstep: Class 17 contains 72993 members 
Mstep: Class 18 contains 19350 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 9823 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 75144 members 
Mstep: Class 24 contains 52750 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 50111 members 
Mstep: Class 29 contains 77741 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 81868 members 
Mstep: Class 32 contains 58831 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4722 members 
Mstep: Class 35 contains 2868 members 
Mstep: Class 36 contains 10646 members 
Mstep: Class 37 contains 4120 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757240.000000 Penalty: 83069.179688
Iteration 147Q: 38 clusters Score -1.277572e+08 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 22682 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 104776 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48747 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 39919 members 
Mstep: Class 10 contains 66459 members 
Mstep: Class 11 contains 72764 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 7078 members 
Mstep: Class 14 contains 26649 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15808 members 
Mstep: Class 17 contains 74179 members 
Mstep: Class 18 contains 19410 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 74964 members 
Mstep: Class 24 contains 52396 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49975 members 
Mstep: Class 29 contains 77839 members 
Mstep: Class 30 contains 4324 members 
Mstep: Class 31 contains 81710 members 
Mstep: Class 32 contains 58952 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4718 members 
Mstep: Class 35 contains 2860 members 
Mstep: Class 36 contains 10644 members 
Mstep: Class 37 contains 4099 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757040.000000 Penalty: 83069.179688
Iteration 148Q: 38 clusters Score -1.27757e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 22692 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 104763 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48782 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 40054 members 
Mstep: Class 10 contains 66492 members 
Mstep: Class 11 contains 72701 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 26563 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 15768 members 
Mstep: Class 17 contains 75098 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 9472 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 74820 members 
Mstep: Class 24 contains 52080 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49867 members 
Mstep: Class 29 contains 77939 members 
Mstep: Class 30 contains 4326 members 
Mstep: Class 31 contains 81630 members 
Mstep: Class 32 contains 59111 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4718 members 
Mstep: Class 35 contains 2856 members 
Mstep: Class 36 contains 10644 members 
Mstep: Class 37 contains 4078 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757352.000000 Penalty: 83069.179688
Iteration 149Q: 38 clusters Score -1.277574e+08 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 22697 members 
Mstep: Class 4 contains 13677 members 
Mstep: Class 5 contains 104739 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48824 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 10 contains 66518 members 
Mstep: Class 11 contains 72654 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 7077 members 
Mstep: Class 14 contains 26487 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 15735 members 
Mstep: Class 17 contains 75902 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 9321 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 74680 members 
Mstep: Class 24 contains 51788 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49761 members 
Mstep: Class 29 contains 78028 members 
Mstep: Class 30 contains 4328 members 
Mstep: Class 31 contains 81547 members 
Mstep: Class 32 contains 59297 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4717 members 
Mstep: Class 35 contains 2842 members 
Mstep: Class 36 contains 10646 members 
Mstep: Class 37 contains 4053 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757584.000000 Penalty: 83069.179688
Iteration 150Q: 38 clusters Score -1.277576e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 22714 members 
Mstep: Class 4 contains 13364 members 
Mstep: Class 5 contains 104729 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48836 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 66548 members 
Mstep: Class 11 contains 72668 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 7074 members 
Mstep: Class 14 contains 26411 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15670 members 
Mstep: Class 17 contains 76572 members 
Mstep: Class 18 contains 19554 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 74539 members 
Mstep: Class 24 contains 51517 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49659 members 
Mstep: Class 29 contains 78125 members 
Mstep: Class 30 contains 4329 members 
Mstep: Class 31 contains 81506 members 
Mstep: Class 32 contains 59458 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4717 members 
Mstep: Class 35 contains 2831 members 
Mstep: Class 36 contains 10644 members 
Mstep: Class 37 contains 4035 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757744.000000 Penalty: 83069.179688
Iteration 151Q: 38 clusters Score -1.277577e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 22718 members 
Mstep: Class 4 contains 13045 members 
Mstep: Class 5 contains 104688 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48837 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 40532 members 
Mstep: Class 10 contains 66593 members 
Mstep: Class 11 contains 72705 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 7060 members 
Mstep: Class 14 contains 26333 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15593 members 
Mstep: Class 17 contains 77158 members 
Mstep: Class 18 contains 19607 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 9018 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 74402 members 
Mstep: Class 24 contains 51267 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49600 members 
Mstep: Class 29 contains 78255 members 
Mstep: Class 30 contains 4330 members 
Mstep: Class 31 contains 81501 members 
Mstep: Class 32 contains 59608 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2811 members 
Mstep: Class 36 contains 10640 members 
Mstep: Class 37 contains 4019 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757488.000000 Penalty: 83069.179688
Iteration 152Q: 38 clusters Score -1.277575e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22724 members 
Mstep: Class 4 contains 12725 members 
Mstep: Class 5 contains 104645 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48844 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 40711 members 
Mstep: Class 10 contains 66629 members 
Mstep: Class 11 contains 72735 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 7055 members 
Mstep: Class 14 contains 26275 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15501 members 
Mstep: Class 17 contains 77614 members 
Mstep: Class 18 contains 19665 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 74270 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49541 members 
Mstep: Class 29 contains 78384 members 
Mstep: Class 30 contains 4330 members 
Mstep: Class 31 contains 81541 members 
Mstep: Class 32 contains 59766 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2794 members 
Mstep: Class 36 contains 10647 members 
Mstep: Class 37 contains 3998 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757632.000000 Penalty: 83069.179688
Iteration 153Q: 38 clusters Score -1.277576e+08 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22729 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 104645 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 40889 members 
Mstep: Class 10 contains 66654 members 
Mstep: Class 11 contains 72806 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 26237 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15403 members 
Mstep: Class 17 contains 78022 members 
Mstep: Class 18 contains 19707 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 8734 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 74161 members 
Mstep: Class 24 contains 50857 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49453 members 
Mstep: Class 29 contains 78476 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81568 members 
Mstep: Class 32 contains 59912 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2777 members 
Mstep: Class 36 contains 10643 members 
Mstep: Class 37 contains 3982 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757224.000000 Penalty: 83069.179688
Iteration 154Q: 38 clusters Score -1.277572e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22733 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 104624 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48883 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 41071 members 
Mstep: Class 10 contains 66669 members 
Mstep: Class 11 contains 72914 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 7051 members 
Mstep: Class 14 contains 26191 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15309 members 
Mstep: Class 17 contains 78380 members 
Mstep: Class 18 contains 19766 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 74062 members 
Mstep: Class 24 contains 50643 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49338 members 
Mstep: Class 29 contains 78583 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81627 members 
Mstep: Class 32 contains 60042 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4717 members 
Mstep: Class 35 contains 2757 members 
Mstep: Class 36 contains 10647 members 
Mstep: Class 37 contains 3968 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757088.000000 Penalty: 83069.179688
Iteration 155Q: 38 clusters Score -1.277571e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22738 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 104609 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48870 members 
Mstep: Class 8 contains 4702 members 
Mstep: Class 9 contains 41257 members 
Mstep: Class 10 contains 66682 members 
Mstep: Class 11 contains 72990 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26143 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 17 contains 78695 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 73956 members 
Mstep: Class 24 contains 50456 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49235 members 
Mstep: Class 29 contains 78705 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81667 members 
Mstep: Class 32 contains 60193 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4717 members 
Mstep: Class 35 contains 2739 members 
Mstep: Class 36 contains 10646 members 
Mstep: Class 37 contains 3960 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756856.000000 Penalty: 83069.179688
Iteration 156Q: 38 clusters Score -1.277569e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22740 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 104594 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48835 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 66688 members 
Mstep: Class 11 contains 73108 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 7049 members 
Mstep: Class 14 contains 26102 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15132 members 
Mstep: Class 17 contains 78936 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 8331 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 73828 members 
Mstep: Class 24 contains 50253 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49150 members 
Mstep: Class 29 contains 78865 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81755 members 
Mstep: Class 32 contains 60315 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2723 members 
Mstep: Class 36 contains 10648 members 
Mstep: Class 37 contains 3957 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756984.000000 Penalty: 83069.179688
Iteration 157Q: 38 clusters Score -1.27757e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22737 members 
Mstep: Class 4 contains 11502 members 
Mstep: Class 5 contains 104548 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48759 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 41647 members 
Mstep: Class 10 contains 66699 members 
Mstep: Class 11 contains 73266 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7048 members 
Mstep: Class 14 contains 26067 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 79142 members 
Mstep: Class 18 contains 19943 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 8190 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 73710 members 
Mstep: Class 24 contains 50066 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 49037 members 
Mstep: Class 29 contains 79059 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81833 members 
Mstep: Class 32 contains 60478 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4720 members 
Mstep: Class 35 contains 2712 members 
Mstep: Class 36 contains 10654 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757184.000000 Penalty: 83069.179688
Iteration 158Q: 38 clusters Score -1.277572e+08 nChanged 2791
Entering ConstructFrom: 
Score: -127757184.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (28475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Entering Unmasked Estep 
Score: -3613589.250000 Penalty: 1666.727051
	Iteration 0F: 2 clusters Score -3613589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3594547.250000 Penalty: 3333.454102
	Iteration 0F: 3 clusters Score -3594547 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3602522.500000 Penalty: 3333.454102
	Iteration 1F: 3 clusters Score -3602522 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3604182.250000 Penalty: 3333.454102
	Iteration 2F: 3 clusters Score -3604182 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3606217.000000 Penalty: 3333.454102
	Iteration 3F: 3 clusters Score -3606217 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3608277.500000 Penalty: 3333.454102
	Iteration 4F: 3 clusters Score -3608278 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3610116.000000 Penalty: 3333.454102
	Iteration 5F: 3 clusters Score -3610116 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3611575.750000 Penalty: 3333.454102
	Iteration 6F: 3 clusters Score -3611576 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3612325.000000 Penalty: 3333.454102
	Iteration 7Q: 3 clusters Score -3612325 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3612589.250000 Penalty: 3333.454102
	Iteration 8Q: 3 clusters Score -3612589 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3612681.500000 Penalty: 3333.454102
	Iteration 9Q: 3 clusters Score -3612682 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3612721.500000 Penalty: 3333.454102
	Iteration 10Q: 3 clusters Score -3612722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3612767.750000 Penalty: 3333.454102
	Iteration 11Q: 3 clusters Score -3612768 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3612787.750000 Penalty: 3333.454102
	Iteration 12Q: 3 clusters Score -3612788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3612796.750000 Penalty: 3333.454102
	Iteration 13Q: 3 clusters Score -3612797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3612799.000000 Penalty: 3333.454102
	Iteration 14Q: 3 clusters Score -3612799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3612804.000000 Penalty: 3333.454102
	Iteration 15Q: 3 clusters Score -3612804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3612810.500000 Penalty: 3333.454102
	Iteration 16Q: 3 clusters Score -3612810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3612817.000000 Penalty: 3333.454102
	Iteration 17Q: 3 clusters Score -3612817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3612819.000000 Penalty: 3333.454102
	Iteration 18Q: 3 clusters Score -3612819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3612817.000000 Penalty: 3333.454102
	Iteration 19Q: 3 clusters Score -3612817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3612817.250000 Penalty: 3333.454102
	Iteration 20F: 3 clusters Score -3612817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3612818.000000 Penalty: 3333.454102
	Iteration 21Q: 3 clusters Score -3612818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3612817.000000 Penalty: 3333.454102
	Iteration 22Q: 3 clusters Score -3612817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3612819.500000 Penalty: 3333.454102
	Iteration 23Q: 3 clusters Score -3612820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3612820.750000 Penalty: 3333.454102
	Iteration 24Q: 3 clusters Score -3612821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3612817.750000 Penalty: 3333.454102
	Iteration 25Q: 3 clusters Score -3612818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3612821.000000 Penalty: 3333.454102
	Iteration 26Q: 3 clusters Score -3612821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3612818.000000 Penalty: 3333.454102
	Iteration 27Q: 3 clusters Score -3612818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3612815.500000 Penalty: 3333.454102
	Iteration 28Q: 3 clusters Score -3612816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3612814.250000 Penalty: 3333.454102
	Iteration 29Q: 3 clusters Score -3612814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3612813.750000 Penalty: 3333.454102
	Iteration 30Q: 3 clusters Score -3612814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3612811.750000 Penalty: 3333.454102
	Iteration 31Q: 3 clusters Score -3612812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3612811.000000 Penalty: 3333.454102
	Iteration 32Q: 3 clusters Score -3612811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3612819.250000 Penalty: 3333.454102
	Iteration 33Q: 3 clusters Score -3612819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3612821.750000 Penalty: 3333.454102
	Iteration 34Q: 3 clusters Score -3612822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3612818.250000 Penalty: 3333.454102
	Iteration 35Q: 3 clusters Score -3612818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3612812.000000 Penalty: 3333.454102
	Iteration 36Q: 3 clusters Score -3612812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3612813.750000 Penalty: 3333.454102
	Iteration 37Q: 3 clusters Score -3612814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3612806.000000 Penalty: 3333.454102
	Iteration 38Q: 3 clusters Score -3612806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3612807.500000 Penalty: 3333.454102
	Iteration 39Q: 3 clusters Score -3612808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3612810.750000 Penalty: 3333.454102
	Iteration 40F: 3 clusters Score -3612811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3612817.750000 Penalty: 3333.454102
	Iteration 41Q: 3 clusters Score -3612818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3612823.500000 Penalty: 3333.454102
	Iteration 42Q: 3 clusters Score -3612824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3612832.250000 Penalty: 3333.454102
	Iteration 43Q: 3 clusters Score -3612832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3612831.250000 Penalty: 3333.454102
	Iteration 44Q: 3 clusters Score -3612831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3612830.250000 Penalty: 3333.454102
	Iteration 45Q: 3 clusters Score -3612830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3612829.000000 Penalty: 3333.454102
	Iteration 46Q: 3 clusters Score -3612829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3612826.750000 Penalty: 3333.454102
	Iteration 47Q: 3 clusters Score -3612827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3612828.500000 Penalty: 3333.454102
	Iteration 48Q: 3 clusters Score -3612828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3612830.000000 Penalty: 3333.454102
	Iteration 49Q: 3 clusters Score -3612830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3612829.500000 Penalty: 3333.454102
	Iteration 50Q: 3 clusters Score -3612830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3612833.000000 Penalty: 3333.454102
	Iteration 51Q: 3 clusters Score -3612833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3612826.000000 Penalty: 3333.454102
	Iteration 52Q: 3 clusters Score -3612826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3612825.500000 Penalty: 3333.454102
	Iteration 53Q: 3 clusters Score -3612826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3612828.250000 Penalty: 3333.454102
	Iteration 54Q: 3 clusters Score -3612828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3612829.250000 Penalty: 3333.454102
	Iteration 55Q: 3 clusters Score -3612829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3612825.750000 Penalty: 3333.454102
	Iteration 56Q: 3 clusters Score -3612826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3612822.750000 Penalty: 3333.454102
	Iteration 57Q: 3 clusters Score -3612823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3612819.500000 Penalty: 3333.454102
	Iteration 58Q: 3 clusters Score -3612820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3612821.000000 Penalty: 3333.454102
	Iteration 59Q: 3 clusters Score -3612821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3612820.750000 Penalty: 3333.454102
	Iteration 60F: 3 clusters Score -3612821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3612822.000000 Penalty: 3333.454102
	Iteration 61Q: 3 clusters Score -3612822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3612824.000000 Penalty: 3333.454102
	Iteration 62Q: 3 clusters Score -3612824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3612823.750000 Penalty: 3333.454102
	Iteration 63Q: 3 clusters Score -3612824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3612821.250000 Penalty: 3333.454102
	Iteration 64Q: 3 clusters Score -3612821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3612821.250000 Penalty: 3333.454102
	Iteration 65F: 3 clusters Score -3612821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Entering Unmasked Estep 
Score: -728684.000000 Penalty: 1405.734619
	Iteration 0F: 2 clusters Score -728684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -724206.500000 Penalty: 2811.469238
	Iteration 0F: 3 clusters Score -724206.5 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -725411.312500 Penalty: 2811.469238
	Iteration 1F: 3 clusters Score -725411.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -725625.062500 Penalty: 2811.469238
	Iteration 2F: 3 clusters Score -725625.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -725792.000000 Penalty: 2811.469238
	Iteration 3F: 3 clusters Score -725792 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -725960.000000 Penalty: 2811.469238
	Iteration 4F: 3 clusters Score -725960 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -726141.750000 Penalty: 2811.469238
	Iteration 5F: 3 clusters Score -726141.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -726349.812500 Penalty: 2811.469238
	Iteration 6Q: 3 clusters Score -726349.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -726574.062500 Penalty: 2811.469238
	Iteration 7Q: 3 clusters Score -726574.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -726795.000000 Penalty: 2811.469238
	Iteration 8Q: 3 clusters Score -726795 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -726950.312500 Penalty: 2811.469238
	Iteration 9Q: 3 clusters Score -726950.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -727063.375000 Penalty: 2811.469238
	Iteration 10Q: 3 clusters Score -727063.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -727147.875000 Penalty: 2811.469238
	Iteration 11Q: 3 clusters Score -727147.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -727211.687500 Penalty: 2811.469238
	Iteration 12Q: 3 clusters Score -727211.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -727267.937500 Penalty: 2811.469238
	Iteration 13Q: 3 clusters Score -727267.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -727302.000000 Penalty: 2811.469238
	Iteration 14Q: 3 clusters Score -727302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -727325.250000 Penalty: 2811.469238
	Iteration 15Q: 3 clusters Score -727325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -727347.062500 Penalty: 2811.469238
	Iteration 16Q: 3 clusters Score -727347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -727370.687500 Penalty: 2811.469238
	Iteration 17Q: 3 clusters Score -727370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -727390.000000 Penalty: 2811.469238
	Iteration 18Q: 3 clusters Score -727390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -727400.625000 Penalty: 2811.469238
	Iteration 19Q: 3 clusters Score -727400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -727408.000000 Penalty: 2811.469238
	Iteration 20F: 3 clusters Score -727408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -727414.875000 Penalty: 2811.469238
	Iteration 21Q: 3 clusters Score -727414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -727418.000000 Penalty: 2811.469238
	Iteration 22Q: 3 clusters Score -727418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -727427.000000 Penalty: 2811.469238
	Iteration 23Q: 3 clusters Score -727427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -727432.500000 Penalty: 2811.469238
	Iteration 24Q: 3 clusters Score -727432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -727438.562500 Penalty: 2811.469238
	Iteration 25Q: 3 clusters Score -727438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -727443.875000 Penalty: 2811.469238
	Iteration 26Q: 3 clusters Score -727443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -727446.125000 Penalty: 2811.469238
	Iteration 27Q: 3 clusters Score -727446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -727447.125000 Penalty: 2811.469238
	Iteration 28Q: 3 clusters Score -727447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -727446.312500 Penalty: 2811.469238
	Iteration 29Q: 3 clusters Score -727446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -727447.500000 Penalty: 2811.469238
	Iteration 30Q: 3 clusters Score -727447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -727449.187500 Penalty: 2811.469238
	Iteration 31Q: 3 clusters Score -727449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -727451.500000 Penalty: 2811.469238
	Iteration 32Q: 3 clusters Score -727451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -727452.937500 Penalty: 2811.469238
	Iteration 33Q: 3 clusters Score -727452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -727452.937500 Penalty: 2811.469238
	Iteration 34F: 3 clusters Score -727452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Entering Unmasked Estep 
Score: -2870273.750000 Penalty: 1630.187866
	Iteration 0F: 2 clusters Score -2870274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2854840.000000 Penalty: 3260.375732
	Iteration 0F: 3 clusters Score -2854840 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2861408.250000 Penalty: 3260.375732
	Iteration 1F: 3 clusters Score -2861408 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2862462.250000 Penalty: 3260.375732
	Iteration 2F: 3 clusters Score -2862462 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2863758.250000 Penalty: 3260.375732
	Iteration 3F: 3 clusters Score -2863758 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2865149.250000 Penalty: 3260.375732
	Iteration 4F: 3 clusters Score -2865149 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2866374.250000 Penalty: 3260.375732
	Iteration 5F: 3 clusters Score -2866374 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2867227.250000 Penalty: 3260.375732
	Iteration 6F: 3 clusters Score -2867227 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2867753.750000 Penalty: 3260.375732
	Iteration 7Q: 3 clusters Score -2867754 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2868112.250000 Penalty: 3260.375732
	Iteration 8Q: 3 clusters Score -2868112 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2868392.750000 Penalty: 3260.375732
	Iteration 9Q: 3 clusters Score -2868393 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2868585.000000 Penalty: 3260.375732
	Iteration 10Q: 3 clusters Score -2868585 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2868735.250000 Penalty: 3260.375732
	Iteration 11Q: 3 clusters Score -2868735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2868890.000000 Penalty: 3260.375732
	Iteration 12Q: 3 clusters Score -2868890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2869003.500000 Penalty: 3260.375732
	Iteration 13Q: 3 clusters Score -2869004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2869097.250000 Penalty: 3260.375732
	Iteration 14Q: 3 clusters Score -2869097 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2869188.000000 Penalty: 3260.375732
	Iteration 15Q: 3 clusters Score -2869188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2869257.250000 Penalty: 3260.375732
	Iteration 16Q: 3 clusters Score -2869257 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2869297.250000 Penalty: 3260.375732
	Iteration 17Q: 3 clusters Score -2869297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2869332.500000 Penalty: 3260.375732
	Iteration 18Q: 3 clusters Score -2869332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2869349.500000 Penalty: 3260.375732
	Iteration 19Q: 3 clusters Score -2869350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2869365.750000 Penalty: 3260.375732
	Iteration 20F: 3 clusters Score -2869366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2869375.000000 Penalty: 3260.375732
	Iteration 21Q: 3 clusters Score -2869375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2869383.750000 Penalty: 3260.375732
	Iteration 22Q: 3 clusters Score -2869384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2869390.500000 Penalty: 3260.375732
	Iteration 23Q: 3 clusters Score -2869390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2869387.500000 Penalty: 3260.375732
	Iteration 24Q: 3 clusters Score -2869388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2869386.750000 Penalty: 3260.375732
	Iteration 25Q: 3 clusters Score -2869387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2869389.000000 Penalty: 3260.375732
	Iteration 26Q: 3 clusters Score -2869389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2869388.000000 Penalty: 3260.375732
	Iteration 27Q: 3 clusters Score -2869388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2869391.250000 Penalty: 3260.375732
	Iteration 28Q: 3 clusters Score -2869391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2869397.250000 Penalty: 3260.375732
	Iteration 29Q: 3 clusters Score -2869397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2869396.250000 Penalty: 3260.375732
	Iteration 30Q: 3 clusters Score -2869396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2869396.750000 Penalty: 3260.375732
	Iteration 31Q: 3 clusters Score -2869397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2869398.000000 Penalty: 3260.375732
	Iteration 32Q: 3 clusters Score -2869398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2869408.500000 Penalty: 3260.375732
	Iteration 33Q: 3 clusters Score -2869408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2869411.500000 Penalty: 3260.375732
	Iteration 34Q: 3 clusters Score -2869412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2869425.500000 Penalty: 3260.375732
	Iteration 35Q: 3 clusters Score -2869426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2869419.750000 Penalty: 3260.375732
	Iteration 36Q: 3 clusters Score -2869420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2869430.750000 Penalty: 3260.375732
	Iteration 37Q: 3 clusters Score -2869431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2869440.000000 Penalty: 3260.375732
	Iteration 38Q: 3 clusters Score -2869440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2869448.750000 Penalty: 3260.375732
	Iteration 39Q: 3 clusters Score -2869449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2869450.000000 Penalty: 3260.375732
	Iteration 40F: 3 clusters Score -2869450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2869454.750000 Penalty: 3260.375732
	Iteration 41Q: 3 clusters Score -2869455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2869458.500000 Penalty: 3260.375732
	Iteration 42Q: 3 clusters Score -2869458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2869460.250000 Penalty: 3260.375732
	Iteration 43Q: 3 clusters Score -2869460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2869462.250000 Penalty: 3260.375732
	Iteration 44Q: 3 clusters Score -2869462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2869473.000000 Penalty: 3260.375732
	Iteration 45Q: 3 clusters Score -2869473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2869471.000000 Penalty: 3260.375732
	Iteration 46Q: 3 clusters Score -2869471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2869477.750000 Penalty: 3260.375732
	Iteration 47Q: 3 clusters Score -2869478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2869478.750000 Penalty: 3260.375732
	Iteration 48Q: 3 clusters Score -2869479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2869483.250000 Penalty: 3260.375732
	Iteration 49Q: 3 clusters Score -2869483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2869489.000000 Penalty: 3260.375732
	Iteration 50Q: 3 clusters Score -2869489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2869488.500000 Penalty: 3260.375732
	Iteration 51Q: 3 clusters Score -2869488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2869491.250000 Penalty: 3260.375732
	Iteration 52Q: 3 clusters Score -2869491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2869490.500000 Penalty: 3260.375732
	Iteration 53Q: 3 clusters Score -2869490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2869491.000000 Penalty: 3260.375732
	Iteration 54Q: 3 clusters Score -2869491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2869495.000000 Penalty: 3260.375732
	Iteration 55Q: 3 clusters Score -2869495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2869495.250000 Penalty: 3260.375732
	Iteration 56Q: 3 clusters Score -2869495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2869496.250000 Penalty: 3260.375732
	Iteration 57Q: 3 clusters Score -2869496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2869495.000000 Penalty: 3260.375732
	Iteration 58Q: 3 clusters Score -2869495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2869495.000000 Penalty: 3260.375732
	Iteration 59F: 3 clusters Score -2869495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1499876.875000 Penalty: 1516.583862
	Iteration 0F: 2 clusters Score -1499877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1491779.500000 Penalty: 3033.167725
	Iteration 0F: 3 clusters Score -1491780 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1494496.750000 Penalty: 3033.167725
	Iteration 1F: 3 clusters Score -1494497 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1494893.125000 Penalty: 3033.167725
	Iteration 2F: 3 clusters Score -1494893 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1495273.875000 Penalty: 3033.167725
	Iteration 3F: 3 clusters Score -1495274 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1495674.375000 Penalty: 3033.167725
	Iteration 4F: 3 clusters Score -1495674 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1496145.250000 Penalty: 3033.167725
	Iteration 5F: 3 clusters Score -1496145 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1496688.000000 Penalty: 3033.167725
	Iteration 6F: 3 clusters Score -1496688 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1497280.500000 Penalty: 3033.167725
	Iteration 7F: 3 clusters Score -1497280 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1497803.750000 Penalty: 3033.167725
	Iteration 8F: 3 clusters Score -1497804 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1498091.500000 Penalty: 3033.167725
	Iteration 9Q: 3 clusters Score -1498092 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1498238.500000 Penalty: 3033.167725
	Iteration 10Q: 3 clusters Score -1498238 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1498324.000000 Penalty: 3033.167725
	Iteration 11Q: 3 clusters Score -1498324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1498380.625000 Penalty: 3033.167725
	Iteration 12Q: 3 clusters Score -1498381 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1498419.375000 Penalty: 3033.167725
	Iteration 13Q: 3 clusters Score -1498419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1498447.500000 Penalty: 3033.167725
	Iteration 14Q: 3 clusters Score -1498448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1498460.375000 Penalty: 3033.167725
	Iteration 15Q: 3 clusters Score -1498460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1498468.375000 Penalty: 3033.167725
	Iteration 16Q: 3 clusters Score -1498468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1498479.750000 Penalty: 3033.167725
	Iteration 17Q: 3 clusters Score -1498480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1498487.875000 Penalty: 3033.167725
	Iteration 18Q: 3 clusters Score -1498488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1498495.125000 Penalty: 3033.167725
	Iteration 19Q: 3 clusters Score -1498495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1498507.375000 Penalty: 3033.167725
	Iteration 20F: 3 clusters Score -1498507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1498510.875000 Penalty: 3033.167725
	Iteration 21Q: 3 clusters Score -1498511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1498513.875000 Penalty: 3033.167725
	Iteration 22Q: 3 clusters Score -1498514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1498519.500000 Penalty: 3033.167725
	Iteration 23Q: 3 clusters Score -1498520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1498523.750000 Penalty: 3033.167725
	Iteration 24Q: 3 clusters Score -1498524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1498524.750000 Penalty: 3033.167725
	Iteration 25Q: 3 clusters Score -1498525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1498525.625000 Penalty: 3033.167725
	Iteration 26Q: 3 clusters Score -1498526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1498529.750000 Penalty: 3033.167725
	Iteration 27Q: 3 clusters Score -1498530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1498530.000000 Penalty: 3033.167725
	Iteration 28Q: 3 clusters Score -1498530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1498533.125000 Penalty: 3033.167725
	Iteration 29Q: 3 clusters Score -1498533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1498532.125000 Penalty: 3033.167725
	Iteration 30Q: 3 clusters Score -1498532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1498533.375000 Penalty: 3033.167725
	Iteration 31Q: 3 clusters Score -1498533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1498531.375000 Penalty: 3033.167725
	Iteration 32Q: 3 clusters Score -1498531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1498533.000000 Penalty: 3033.167725
	Iteration 33Q: 3 clusters Score -1498533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1498533.500000 Penalty: 3033.167725
	Iteration 34Q: 3 clusters Score -1498534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1498532.750000 Penalty: 3033.167725
	Iteration 35Q: 3 clusters Score -1498533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1498536.875000 Penalty: 3033.167725
	Iteration 36Q: 3 clusters Score -1498537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1498537.875000 Penalty: 3033.167725
	Iteration 37Q: 3 clusters Score -1498538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1498535.625000 Penalty: 3033.167725
	Iteration 38Q: 3 clusters Score -1498536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1498535.625000 Penalty: 3033.167725
	Iteration 39Q: 3 clusters Score -1498536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1498536.625000 Penalty: 3033.167725
	Iteration 40F: 3 clusters Score -1498537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1498538.125000 Penalty: 3033.167725
	Iteration 41Q: 3 clusters Score -1498538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1498537.500000 Penalty: 3033.167725
	Iteration 42Q: 3 clusters Score -1498538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1498536.625000 Penalty: 3033.167725
	Iteration 43Q: 3 clusters Score -1498537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1498536.875000 Penalty: 3033.167725
	Iteration 44Q: 3 clusters Score -1498537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1498540.750000 Penalty: 3033.167725
	Iteration 45Q: 3 clusters Score -1498541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1498540.125000 Penalty: 3033.167725
	Iteration 46Q: 3 clusters Score -1498540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1498542.875000 Penalty: 3033.167725
	Iteration 47Q: 3 clusters Score -1498543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1498539.625000 Penalty: 3033.167725
	Iteration 48Q: 3 clusters Score -1498540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1498542.250000 Penalty: 3033.167725
	Iteration 49Q: 3 clusters Score -1498542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1498543.875000 Penalty: 3033.167725
	Iteration 50Q: 3 clusters Score -1498544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1498545.250000 Penalty: 3033.167725
	Iteration 51Q: 3 clusters Score -1498545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1498543.500000 Penalty: 3033.167725
	Iteration 52Q: 3 clusters Score -1498544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1498546.000000 Penalty: 3033.167725
	Iteration 53Q: 3 clusters Score -1498546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1498548.875000 Penalty: 3033.167725
	Iteration 54Q: 3 clusters Score -1498549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1498548.000000 Penalty: 3033.167725
	Iteration 55Q: 3 clusters Score -1498548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1498546.250000 Penalty: 3033.167725
	Iteration 56Q: 3 clusters Score -1498546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1498547.875000 Penalty: 3033.167725
	Iteration 57Q: 3 clusters Score -1498548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1498547.375000 Penalty: 3033.167725
	Iteration 58Q: 3 clusters Score -1498547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1498547.250000 Penalty: 3033.167725
	Iteration 59Q: 3 clusters Score -1498547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1498547.375000 Penalty: 3033.167725
	Iteration 60F: 3 clusters Score -1498547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1498547.125000 Penalty: 3033.167725
	Iteration 61Q: 3 clusters Score -1498547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1498547.125000 Penalty: 3033.167725
	Iteration 62F: 3 clusters Score -1498547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Entering Unmasked Estep 
Score: -13764034.000000 Penalty: 1878.049683
	Iteration 0F: 2 clusters Score -1.376403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -13710617.000000 Penalty: 3756.099365
	Iteration 0F: 3 clusters Score -1.371062e+07 nChanged 50145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -13739848.000000 Penalty: 3756.099365
	Iteration 1F: 3 clusters Score -1.373985e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -13740521.000000 Penalty: 3756.099365
	Iteration 2Q: 3 clusters Score -1.374052e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -13741356.000000 Penalty: 3756.099365
	Iteration 3Q: 3 clusters Score -1.374136e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -13742494.000000 Penalty: 3756.099365
	Iteration 4Q: 3 clusters Score -1.374249e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -13744153.000000 Penalty: 3756.099365
	Iteration 5Q: 3 clusters Score -1.374415e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -13746083.000000 Penalty: 3756.099365
	Iteration 6F: 3 clusters Score -1.374608e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -13748621.000000 Penalty: 3756.099365
	Iteration 7F: 3 clusters Score -1.374862e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -13752224.000000 Penalty: 3756.099365
	Iteration 8F: 3 clusters Score -1.375222e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -13756788.000000 Penalty: 3756.099365
	Iteration 9F: 3 clusters Score -1.375679e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -13759637.000000 Penalty: 3756.099365
	Iteration 10F: 3 clusters Score -1.375964e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -13760881.000000 Penalty: 3756.099365
	Iteration 11Q: 3 clusters Score -1.376088e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -13761431.000000 Penalty: 3756.099365
	Iteration 12Q: 3 clusters Score -1.376143e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -13762062.000000 Penalty: 3756.099365
	Iteration 13Q: 3 clusters Score -1.376206e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -13762721.000000 Penalty: 3756.099365
	Iteration 14Q: 3 clusters Score -1.376272e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -13763471.000000 Penalty: 3756.099365
	Iteration 15Q: 3 clusters Score -1.376347e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -13764081.000000 Penalty: 3756.099365
	Iteration 16Q: 3 clusters Score -1.376408e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -13764810.000000 Penalty: 3756.099365
	Iteration 17Q: 3 clusters Score -1.376481e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -13765475.000000 Penalty: 3756.099365
	Iteration 18Q: 3 clusters Score -1.376548e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -13766303.000000 Penalty: 3756.099365
	Iteration 19Q: 3 clusters Score -1.37663e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -13767113.000000 Penalty: 3756.099365
	Iteration 20F: 3 clusters Score -1.376711e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -13768092.000000 Penalty: 3756.099365
	Iteration 21Q: 3 clusters Score -1.376809e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -13769118.000000 Penalty: 3756.099365
	Iteration 22Q: 3 clusters Score -1.376912e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -13770241.000000 Penalty: 3756.099365
	Iteration 23Q: 3 clusters Score -1.377024e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -13771252.000000 Penalty: 3756.099365
	Iteration 24Q: 3 clusters Score -1.377125e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -13772137.000000 Penalty: 3756.099365
	Iteration 25Q: 3 clusters Score -1.377214e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -13772975.000000 Penalty: 3756.099365
	Iteration 26Q: 3 clusters Score -1.377298e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -13773572.000000 Penalty: 3756.099365
	Iteration 27Q: 3 clusters Score -1.377357e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -13773918.000000 Penalty: 3756.099365
	Iteration 28Q: 3 clusters Score -1.377392e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -13774159.000000 Penalty: 3756.099365
	Iteration 29Q: 3 clusters Score -1.377416e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -13774328.000000 Penalty: 3756.099365
	Iteration 30Q: 3 clusters Score -1.377433e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -13774337.000000 Penalty: 3756.099365
	Iteration 31Q: 3 clusters Score -1.377434e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -13774305.000000 Penalty: 3756.099365
	Iteration 32Q: 3 clusters Score -1.37743e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -13774255.000000 Penalty: 3756.099365
	Iteration 33Q: 3 clusters Score -1.377426e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -13774088.000000 Penalty: 3756.099365
	Iteration 34Q: 3 clusters Score -1.377409e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -13774028.000000 Penalty: 3756.099365
	Iteration 35Q: 3 clusters Score -1.377403e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -13773928.000000 Penalty: 3756.099365
	Iteration 36Q: 3 clusters Score -1.377393e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -13773884.000000 Penalty: 3756.099365
	Iteration 37Q: 3 clusters Score -1.377388e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -13773753.000000 Penalty: 3756.099365
	Iteration 38Q: 3 clusters Score -1.377375e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -13773562.000000 Penalty: 3756.099365
	Iteration 39Q: 3 clusters Score -1.377356e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -13773695.000000 Penalty: 3756.099365
	Iteration 40F: 3 clusters Score -1.37737e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -13773515.000000 Penalty: 3756.099365
	Iteration 41Q: 3 clusters Score -1.377352e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -13773341.000000 Penalty: 3756.099365
	Iteration 42Q: 3 clusters Score -1.377334e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -13773131.000000 Penalty: 3756.099365
	Iteration 43Q: 3 clusters Score -1.377313e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -13772886.000000 Penalty: 3756.099365
	Iteration 44Q: 3 clusters Score -1.377289e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -13772664.000000 Penalty: 3756.099365
	Iteration 45Q: 3 clusters Score -1.377266e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -13772516.000000 Penalty: 3756.099365
	Iteration 46Q: 3 clusters Score -1.377252e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -13772346.000000 Penalty: 3756.099365
	Iteration 47Q: 3 clusters Score -1.377235e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -13772241.000000 Penalty: 3756.099365
	Iteration 48Q: 3 clusters Score -1.377224e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -13772128.000000 Penalty: 3756.099365
	Iteration 49Q: 3 clusters Score -1.377213e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -13772107.000000 Penalty: 3756.099365
	Iteration 50Q: 3 clusters Score -1.377211e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -13772085.000000 Penalty: 3756.099365
	Iteration 51Q: 3 clusters Score -1.377208e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -13771986.000000 Penalty: 3756.099365
	Iteration 52Q: 3 clusters Score -1.377199e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -13771875.000000 Penalty: 3756.099365
	Iteration 53Q: 3 clusters Score -1.377188e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -13771760.000000 Penalty: 3756.099365
	Iteration 54Q: 3 clusters Score -1.377176e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -13771648.000000 Penalty: 3756.099365
	Iteration 55Q: 3 clusters Score -1.377165e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -13771551.000000 Penalty: 3756.099365
	Iteration 56Q: 3 clusters Score -1.377155e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -13771474.000000 Penalty: 3756.099365
	Iteration 57Q: 3 clusters Score -1.377147e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -13771401.000000 Penalty: 3756.099365
	Iteration 58Q: 3 clusters Score -1.37714e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -13771420.000000 Penalty: 3756.099365
	Iteration 59Q: 3 clusters Score -1.377142e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -13771368.000000 Penalty: 3756.099365
	Iteration 60F: 3 clusters Score -1.377137e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -13771357.000000 Penalty: 3756.099365
	Iteration 61Q: 3 clusters Score -1.377136e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -13771285.000000 Penalty: 3756.099365
	Iteration 62Q: 3 clusters Score -1.377128e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -13771217.000000 Penalty: 3756.099365
	Iteration 63Q: 3 clusters Score -1.377122e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -13771181.000000 Penalty: 3756.099365
	Iteration 64Q: 3 clusters Score -1.377118e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -13771118.000000 Penalty: 3756.099365
	Iteration 65Q: 3 clusters Score -1.377112e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -13771074.000000 Penalty: 3756.099365
	Iteration 66Q: 3 clusters Score -1.377107e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -13771046.000000 Penalty: 3756.099365
	Iteration 67Q: 3 clusters Score -1.377105e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -13771063.000000 Penalty: 3756.099365
	Iteration 68Q: 3 clusters Score -1.377106e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -13771081.000000 Penalty: 3756.099365
	Iteration 69Q: 3 clusters Score -1.377108e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -13771064.000000 Penalty: 3756.099365
	Iteration 70Q: 3 clusters Score -1.377106e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -13771076.000000 Penalty: 3756.099365
	Iteration 71Q: 3 clusters Score -1.377108e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -13771004.000000 Penalty: 3756.099365
	Iteration 72Q: 3 clusters Score -1.3771e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -13771009.000000 Penalty: 3756.099365
	Iteration 73Q: 3 clusters Score -1.377101e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -13770966.000000 Penalty: 3756.099365
	Iteration 74Q: 3 clusters Score -1.377097e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -13770930.000000 Penalty: 3756.099365
	Iteration 75Q: 3 clusters Score -1.377093e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -13770923.000000 Penalty: 3756.099365
	Iteration 76Q: 3 clusters Score -1.377092e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -13770928.000000 Penalty: 3756.099365
	Iteration 77Q: 3 clusters Score -1.377093e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -13770951.000000 Penalty: 3756.099365
	Iteration 78Q: 3 clusters Score -1.377095e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -13770970.000000 Penalty: 3756.099365
	Iteration 79Q: 3 clusters Score -1.377097e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -13770924.000000 Penalty: 3756.099365
	Iteration 80F: 3 clusters Score -1.377092e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -13770908.000000 Penalty: 3756.099365
	Iteration 81Q: 3 clusters Score -1.377091e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -13770857.000000 Penalty: 3756.099365
	Iteration 82Q: 3 clusters Score -1.377086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -13770847.000000 Penalty: 3756.099365
	Iteration 83Q: 3 clusters Score -1.377085e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -13770823.000000 Penalty: 3756.099365
	Iteration 84Q: 3 clusters Score -1.377082e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -13770821.000000 Penalty: 3756.099365
	Iteration 85Q: 3 clusters Score -1.377082e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -13770785.000000 Penalty: 3756.099365
	Iteration 86Q: 3 clusters Score -1.377078e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -13770755.000000 Penalty: 3756.099365
	Iteration 87Q: 3 clusters Score -1.377076e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -13770713.000000 Penalty: 3756.099365
	Iteration 88Q: 3 clusters Score -1.377071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -13770703.000000 Penalty: 3756.099365
	Iteration 89Q: 3 clusters Score -1.37707e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -13770677.000000 Penalty: 3756.099365
	Iteration 90Q: 3 clusters Score -1.377068e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84888 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -13770676.000000 Penalty: 3756.099365
	Iteration 91Q: 3 clusters Score -1.377068e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -13770680.000000 Penalty: 3756.099365
	Iteration 92Q: 3 clusters Score -1.377068e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -13770685.000000 Penalty: 3756.099365
	Iteration 93Q: 3 clusters Score -1.377068e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -13770677.000000 Penalty: 3756.099365
	Iteration 94Q: 3 clusters Score -1.377068e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -13770659.000000 Penalty: 3756.099365
	Iteration 95Q: 3 clusters Score -1.377066e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -13770629.000000 Penalty: 3756.099365
	Iteration 96Q: 3 clusters Score -1.377063e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -13770610.000000 Penalty: 3756.099365
	Iteration 97Q: 3 clusters Score -1.377061e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -13770602.000000 Penalty: 3756.099365
	Iteration 98Q: 3 clusters Score -1.37706e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -13770637.000000 Penalty: 3756.099365
	Iteration 99Q: 3 clusters Score -1.377064e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -13770615.000000 Penalty: 3756.099365
	Iteration 100F: 3 clusters Score -1.377062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -13770593.000000 Penalty: 3756.099365
	Iteration 101Q: 3 clusters Score -1.377059e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -13770562.000000 Penalty: 3756.099365
	Iteration 102Q: 3 clusters Score -1.377056e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -13770555.000000 Penalty: 3756.099365
	Iteration 103Q: 3 clusters Score -1.377056e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -13770548.000000 Penalty: 3756.099365
	Iteration 104Q: 3 clusters Score -1.377055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -13770544.000000 Penalty: 3756.099365
	Iteration 105Q: 3 clusters Score -1.377054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -13770528.000000 Penalty: 3756.099365
	Iteration 106Q: 3 clusters Score -1.377053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -13770532.000000 Penalty: 3756.099365
	Iteration 107Q: 3 clusters Score -1.377053e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -13770518.000000 Penalty: 3756.099365
	Iteration 108Q: 3 clusters Score -1.377052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -13770505.000000 Penalty: 3756.099365
	Iteration 109Q: 3 clusters Score -1.37705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -13770495.000000 Penalty: 3756.099365
	Iteration 110Q: 3 clusters Score -1.37705e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -13770500.000000 Penalty: 3756.099365
	Iteration 111Q: 3 clusters Score -1.37705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -13770488.000000 Penalty: 3756.099365
	Iteration 112Q: 3 clusters Score -1.377049e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -13770472.000000 Penalty: 3756.099365
	Iteration 113Q: 3 clusters Score -1.377047e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -13770460.000000 Penalty: 3756.099365
	Iteration 114Q: 3 clusters Score -1.377046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -13770447.000000 Penalty: 3756.099365
	Iteration 115Q: 3 clusters Score -1.377045e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -13770454.000000 Penalty: 3756.099365
	Iteration 116Q: 3 clusters Score -1.377045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -13770451.000000 Penalty: 3756.099365
	Iteration 117Q: 3 clusters Score -1.377045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -13770466.000000 Penalty: 3756.099365
	Iteration 118Q: 3 clusters Score -1.377047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -13770458.000000 Penalty: 3756.099365
	Iteration 119Q: 3 clusters Score -1.377046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -13770462.000000 Penalty: 3756.099365
	Iteration 120F: 3 clusters Score -1.377046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -13770450.000000 Penalty: 3756.099365
	Iteration 121Q: 3 clusters Score -1.377045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -13770440.000000 Penalty: 3756.099365
	Iteration 122Q: 3 clusters Score -1.377044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -13770445.000000 Penalty: 3756.099365
	Iteration 123Q: 3 clusters Score -1.377044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -13770452.000000 Penalty: 3756.099365
	Iteration 124Q: 3 clusters Score -1.377045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -13770463.000000 Penalty: 3756.099365
	Iteration 125Q: 3 clusters Score -1.377046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -13770464.000000 Penalty: 3756.099365
	Iteration 126Q: 3 clusters Score -1.377046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -13770445.000000 Penalty: 3756.099365
	Iteration 127Q: 3 clusters Score -1.377044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -13770452.000000 Penalty: 3756.099365
	Iteration 128Q: 3 clusters Score -1.377045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -13770438.000000 Penalty: 3756.099365
	Iteration 129Q: 3 clusters Score -1.377044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -13770441.000000 Penalty: 3756.099365
	Iteration 130Q: 3 clusters Score -1.377044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -13770423.000000 Penalty: 3756.099365
	Iteration 131Q: 3 clusters Score -1.377042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -13770436.000000 Penalty: 3756.099365
	Iteration 132Q: 3 clusters Score -1.377044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -13770438.000000 Penalty: 3756.099365
	Iteration 133Q: 3 clusters Score -1.377044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -13770446.000000 Penalty: 3756.099365
	Iteration 134Q: 3 clusters Score -1.377045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -13770442.000000 Penalty: 3756.099365
	Iteration 135Q: 3 clusters Score -1.377044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -13770440.000000 Penalty: 3756.099365
	Iteration 136Q: 3 clusters Score -1.377044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -13770423.000000 Penalty: 3756.099365
	Iteration 137Q: 3 clusters Score -1.377042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -13770419.000000 Penalty: 3756.099365
	Iteration 138Q: 3 clusters Score -1.377042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -13770431.000000 Penalty: 3756.099365
	Iteration 139Q: 3 clusters Score -1.377043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -13770430.000000 Penalty: 3756.099365
	Iteration 140F: 3 clusters Score -1.377043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -13770429.000000 Penalty: 3756.099365
	Iteration 141Q: 3 clusters Score -1.377043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -13770434.000000 Penalty: 3756.099365
	Iteration 142Q: 3 clusters Score -1.377043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -13770438.000000 Penalty: 3756.099365
	Iteration 143Q: 3 clusters Score -1.377044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -13770436.000000 Penalty: 3756.099365
	Iteration 144Q: 3 clusters Score -1.377044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -13770438.000000 Penalty: 3756.099365
	Iteration 145Q: 3 clusters Score -1.377044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -13770428.000000 Penalty: 3756.099365
	Iteration 146Q: 3 clusters Score -1.377043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -13770428.000000 Penalty: 3756.099365
	Iteration 147Q: 3 clusters Score -1.377043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -13770435.000000 Penalty: 3756.099365
	Iteration 148Q: 3 clusters Score -1.377044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -13770432.000000 Penalty: 3756.099365
	Iteration 149Q: 3 clusters Score -1.377043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -13770434.000000 Penalty: 3756.099365
	Iteration 150Q: 3 clusters Score -1.377043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -13770418.000000 Penalty: 3756.099365
	Iteration 151Q: 3 clusters Score -1.377042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -13770422.000000 Penalty: 3756.099365
	Iteration 152Q: 3 clusters Score -1.377042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -13770431.000000 Penalty: 3756.099365
	Iteration 153Q: 3 clusters Score -1.377043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -13770420.000000 Penalty: 3756.099365
	Iteration 154Q: 3 clusters Score -1.377042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -13770421.000000 Penalty: 3756.099365
	Iteration 155Q: 3 clusters Score -1.377042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -13770431.000000 Penalty: 3756.099365
	Iteration 156Q: 3 clusters Score -1.377043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -13770421.000000 Penalty: 3756.099365
	Iteration 157Q: 3 clusters Score -1.377042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -13770434.000000 Penalty: 3756.099365
	Iteration 158Q: 3 clusters Score -1.377043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -13770432.000000 Penalty: 3756.099365
	Iteration 159Q: 3 clusters Score -1.377043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -13770426.000000 Penalty: 3756.099365
	Iteration 160F: 3 clusters Score -1.377043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -13770419.000000 Penalty: 3756.099365
	Iteration 161Q: 3 clusters Score -1.377042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -13770426.000000 Penalty: 3756.099365
	Iteration 162Q: 3 clusters Score -1.377043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -13770407.000000 Penalty: 3756.099365
	Iteration 163Q: 3 clusters Score -1.377041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -13770427.000000 Penalty: 3756.099365
	Iteration 164Q: 3 clusters Score -1.377043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -13770424.000000 Penalty: 3756.099365
	Iteration 165Q: 3 clusters Score -1.377042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -13770424.000000 Penalty: 3756.099365
	Iteration 166Q: 3 clusters Score -1.377042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -13770435.000000 Penalty: 3756.099365
	Iteration 167Q: 3 clusters Score -1.377044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -13770423.000000 Penalty: 3756.099365
	Iteration 168Q: 3 clusters Score -1.377042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -13770411.000000 Penalty: 3756.099365
	Iteration 169Q: 3 clusters Score -1.377041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -13770411.000000 Penalty: 3756.099365
	Iteration 170Q: 3 clusters Score -1.377041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -13770400.000000 Penalty: 3756.099365
	Iteration 171Q: 3 clusters Score -1.37704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -13770398.000000 Penalty: 3756.099365
	Iteration 172Q: 3 clusters Score -1.37704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -13770407.000000 Penalty: 3756.099365
	Iteration 173Q: 3 clusters Score -1.377041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -13770408.000000 Penalty: 3756.099365
	Iteration 174Q: 3 clusters Score -1.377041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -13770403.000000 Penalty: 3756.099365
	Iteration 175Q: 3 clusters Score -1.37704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -13770399.000000 Penalty: 3756.099365
	Iteration 176Q: 3 clusters Score -1.37704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -13770407.000000 Penalty: 3756.099365
	Iteration 177Q: 3 clusters Score -1.377041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -13770392.000000 Penalty: 3756.099365
	Iteration 178Q: 3 clusters Score -1.377039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -13770393.000000 Penalty: 3756.099365
	Iteration 179Q: 3 clusters Score -1.377039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -13770400.000000 Penalty: 3756.099365
	Iteration 180F: 3 clusters Score -1.37704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -13770407.000000 Penalty: 3756.099365
	Iteration 181Q: 3 clusters Score -1.377041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -13770412.000000 Penalty: 3756.099365
	Iteration 182Q: 3 clusters Score -1.377041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -13770406.000000 Penalty: 3756.099365
	Iteration 183Q: 3 clusters Score -1.377041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -13770418.000000 Penalty: 3756.099365
	Iteration 184Q: 3 clusters Score -1.377042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -13770406.000000 Penalty: 3756.099365
	Iteration 185Q: 3 clusters Score -1.377041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -13770395.000000 Penalty: 3756.099365
	Iteration 186Q: 3 clusters Score -1.37704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -13770395.000000 Penalty: 3756.099365
	Iteration 187Q: 3 clusters Score -1.37704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -13770386.000000 Penalty: 3756.099365
	Iteration 188Q: 3 clusters Score -1.377039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -13770378.000000 Penalty: 3756.099365
	Iteration 189Q: 3 clusters Score -1.377038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -13770355.000000 Penalty: 3756.099365
	Iteration 190Q: 3 clusters Score -1.377036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -13770358.000000 Penalty: 3756.099365
	Iteration 191Q: 3 clusters Score -1.377036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -13770345.000000 Penalty: 3756.099365
	Iteration 192Q: 3 clusters Score -1.377034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -13770355.000000 Penalty: 3756.099365
	Iteration 193Q: 3 clusters Score -1.377036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -13770344.000000 Penalty: 3756.099365
	Iteration 194Q: 3 clusters Score -1.377034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -13770355.000000 Penalty: 3756.099365
	Iteration 195Q: 3 clusters Score -1.377036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -13770355.000000 Penalty: 3756.099365
	Iteration 196Q: 3 clusters Score -1.377036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -13770345.000000 Penalty: 3756.099365
	Iteration 197Q: 3 clusters Score -1.377034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -13770345.000000 Penalty: 3756.099365
	Iteration 198Q: 3 clusters Score -1.377034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -13770345.000000 Penalty: 3756.099365
	Iteration 199F: 3 clusters Score -1.377034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 128 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 49835 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81920 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
Score: -127762712.000000 Penalty: 85314.296875
Splitting cluster 5 changes total score from -127757184.000000 to -127762712.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -54865.144531 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -54865.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53784.308594 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -53784.31 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54154.816406 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -54154.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54323.191406 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -54323.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54446.402344 Penalty: 2035.604370
	Iteration 3F: 3 clusters Score -54446.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54497.691406 Penalty: 2035.604370
	Iteration 4Q: 3 clusters Score -54497.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54513.378906 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -54513.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54520.191406 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -54520.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54526.382812 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -54526.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54527.402344 Penalty: 2035.604370
	Iteration 8Q: 3 clusters Score -54527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54528.285156 Penalty: 2035.604370
	Iteration 9Q: 3 clusters Score -54528.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54528.285156 Penalty: 2035.604370
	Iteration 10F: 3 clusters Score -54528.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Entering Unmasked Estep 
Score: -6490776.000000 Penalty: 1753.849731
	Iteration 0F: 2 clusters Score -6490776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6458147.500000 Penalty: 3507.699463
	Iteration 0F: 3 clusters Score -6458148 nChanged 23083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6471102.500000 Penalty: 3507.699463
	Iteration 1F: 3 clusters Score -6471102 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6471555.000000 Penalty: 3507.699463
	Iteration 2Q: 3 clusters Score -6471555 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6472038.500000 Penalty: 3507.699463
	Iteration 3Q: 3 clusters Score -6472038 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -6472585.000000 Penalty: 3507.699463
	Iteration 4Q: 3 clusters Score -6472585 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -6473205.500000 Penalty: 3507.699463
	Iteration 5Q: 3 clusters Score -6473206 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -6474105.000000 Penalty: 3507.699463
	Iteration 6Q: 3 clusters Score -6474105 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -6475334.000000 Penalty: 3507.699463
	Iteration 7Q: 3 clusters Score -6475334 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -6476984.500000 Penalty: 3507.699463
	Iteration 8F: 3 clusters Score -6476984 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -6478912.500000 Penalty: 3507.699463
	Iteration 9F: 3 clusters Score -6478912 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6480609.000000 Penalty: 3507.699463
	Iteration 10F: 3 clusters Score -6480609 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -6481520.000000 Penalty: 3507.699463
	Iteration 11Q: 3 clusters Score -6481520 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -6481950.500000 Penalty: 3507.699463
	Iteration 12Q: 3 clusters Score -6481950 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6482174.500000 Penalty: 3507.699463
	Iteration 13Q: 3 clusters Score -6482174 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6482387.500000 Penalty: 3507.699463
	Iteration 14Q: 3 clusters Score -6482388 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -6482531.000000 Penalty: 3507.699463
	Iteration 15Q: 3 clusters Score -6482531 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -6482699.000000 Penalty: 3507.699463
	Iteration 16Q: 3 clusters Score -6482699 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6482910.000000 Penalty: 3507.699463
	Iteration 17Q: 3 clusters Score -6482910 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -6483183.000000 Penalty: 3507.699463
	Iteration 18Q: 3 clusters Score -6483183 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6483514.500000 Penalty: 3507.699463
	Iteration 19Q: 3 clusters Score -6483514 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -6483917.500000 Penalty: 3507.699463
	Iteration 20F: 3 clusters Score -6483918 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6484324.500000 Penalty: 3507.699463
	Iteration 21Q: 3 clusters Score -6484324 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -6484749.500000 Penalty: 3507.699463
	Iteration 22Q: 3 clusters Score -6484750 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -6485106.500000 Penalty: 3507.699463
	Iteration 23Q: 3 clusters Score -6485106 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6485448.000000 Penalty: 3507.699463
	Iteration 24Q: 3 clusters Score -6485448 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -6485821.500000 Penalty: 3507.699463
	Iteration 25Q: 3 clusters Score -6485822 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -6486101.500000 Penalty: 3507.699463
	Iteration 26Q: 3 clusters Score -6486102 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -6486404.500000 Penalty: 3507.699463
	Iteration 27Q: 3 clusters Score -6486404 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -6486629.000000 Penalty: 3507.699463
	Iteration 28Q: 3 clusters Score -6486629 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6486843.000000 Penalty: 3507.699463
	Iteration 29Q: 3 clusters Score -6486843 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -6487044.000000 Penalty: 3507.699463
	Iteration 30Q: 3 clusters Score -6487044 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -6487239.500000 Penalty: 3507.699463
	Iteration 31Q: 3 clusters Score -6487240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -6487380.500000 Penalty: 3507.699463
	Iteration 32Q: 3 clusters Score -6487380 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -6487541.500000 Penalty: 3507.699463
	Iteration 33Q: 3 clusters Score -6487542 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -6487684.500000 Penalty: 3507.699463
	Iteration 34Q: 3 clusters Score -6487684 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6487809.500000 Penalty: 3507.699463
	Iteration 35Q: 3 clusters Score -6487810 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6487927.000000 Penalty: 3507.699463
	Iteration 36Q: 3 clusters Score -6487927 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6488037.000000 Penalty: 3507.699463
	Iteration 37Q: 3 clusters Score -6488037 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -6488124.500000 Penalty: 3507.699463
	Iteration 38Q: 3 clusters Score -6488124 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6488259.000000 Penalty: 3507.699463
	Iteration 39Q: 3 clusters Score -6488259 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6488371.500000 Penalty: 3507.699463
	Iteration 40F: 3 clusters Score -6488372 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6488437.000000 Penalty: 3507.699463
	Iteration 41Q: 3 clusters Score -6488437 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6488494.500000 Penalty: 3507.699463
	Iteration 42Q: 3 clusters Score -6488494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6488579.000000 Penalty: 3507.699463
	Iteration 43Q: 3 clusters Score -6488579 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6488631.500000 Penalty: 3507.699463
	Iteration 44Q: 3 clusters Score -6488632 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6488692.000000 Penalty: 3507.699463
	Iteration 45Q: 3 clusters Score -6488692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6488763.000000 Penalty: 3507.699463
	Iteration 46Q: 3 clusters Score -6488763 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6488827.000000 Penalty: 3507.699463
	Iteration 47Q: 3 clusters Score -6488827 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6488842.000000 Penalty: 3507.699463
	Iteration 48Q: 3 clusters Score -6488842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6488875.500000 Penalty: 3507.699463
	Iteration 49Q: 3 clusters Score -6488876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6488894.500000 Penalty: 3507.699463
	Iteration 50Q: 3 clusters Score -6488894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6488905.500000 Penalty: 3507.699463
	Iteration 51Q: 3 clusters Score -6488906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6488918.500000 Penalty: 3507.699463
	Iteration 52Q: 3 clusters Score -6488918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6488923.000000 Penalty: 3507.699463
	Iteration 53Q: 3 clusters Score -6488923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6488935.500000 Penalty: 3507.699463
	Iteration 54Q: 3 clusters Score -6488936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6488951.500000 Penalty: 3507.699463
	Iteration 55Q: 3 clusters Score -6488952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6488955.000000 Penalty: 3507.699463
	Iteration 56Q: 3 clusters Score -6488955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6488976.000000 Penalty: 3507.699463
	Iteration 57Q: 3 clusters Score -6488976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6488968.000000 Penalty: 3507.699463
	Iteration 58Q: 3 clusters Score -6488968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6488983.500000 Penalty: 3507.699463
	Iteration 59Q: 3 clusters Score -6488984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6488994.500000 Penalty: 3507.699463
	Iteration 60F: 3 clusters Score -6488994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6489008.500000 Penalty: 3507.699463
	Iteration 61Q: 3 clusters Score -6489008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6489008.500000 Penalty: 3507.699463
	Iteration 62Q: 3 clusters Score -6489008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6489038.000000 Penalty: 3507.699463
	Iteration 63Q: 3 clusters Score -6489038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6489051.000000 Penalty: 3507.699463
	Iteration 64Q: 3 clusters Score -6489051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6489058.000000 Penalty: 3507.699463
	Iteration 65Q: 3 clusters Score -6489058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6489067.000000 Penalty: 3507.699463
	Iteration 66Q: 3 clusters Score -6489067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6489057.500000 Penalty: 3507.699463
	Iteration 67Q: 3 clusters Score -6489058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6489064.500000 Penalty: 3507.699463
	Iteration 68Q: 3 clusters Score -6489064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6489073.000000 Penalty: 3507.699463
	Iteration 69Q: 3 clusters Score -6489073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6489082.500000 Penalty: 3507.699463
	Iteration 70Q: 3 clusters Score -6489082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6489085.000000 Penalty: 3507.699463
	Iteration 71Q: 3 clusters Score -6489085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6489087.500000 Penalty: 3507.699463
	Iteration 72Q: 3 clusters Score -6489088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6489087.000000 Penalty: 3507.699463
	Iteration 73Q: 3 clusters Score -6489087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6489103.000000 Penalty: 3507.699463
	Iteration 74Q: 3 clusters Score -6489103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6489106.500000 Penalty: 3507.699463
	Iteration 75Q: 3 clusters Score -6489106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6489117.000000 Penalty: 3507.699463
	Iteration 76Q: 3 clusters Score -6489117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6489125.000000 Penalty: 3507.699463
	Iteration 77Q: 3 clusters Score -6489125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6489128.500000 Penalty: 3507.699463
	Iteration 78Q: 3 clusters Score -6489128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6489144.500000 Penalty: 3507.699463
	Iteration 79Q: 3 clusters Score -6489144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6489153.000000 Penalty: 3507.699463
	Iteration 80F: 3 clusters Score -6489153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6489157.500000 Penalty: 3507.699463
	Iteration 81Q: 3 clusters Score -6489158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6489161.500000 Penalty: 3507.699463
	Iteration 82Q: 3 clusters Score -6489162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6489178.000000 Penalty: 3507.699463
	Iteration 83Q: 3 clusters Score -6489178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6489190.000000 Penalty: 3507.699463
	Iteration 84Q: 3 clusters Score -6489190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6489197.000000 Penalty: 3507.699463
	Iteration 85Q: 3 clusters Score -6489197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6489205.500000 Penalty: 3507.699463
	Iteration 86Q: 3 clusters Score -6489206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6489214.500000 Penalty: 3507.699463
	Iteration 87Q: 3 clusters Score -6489214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6489224.000000 Penalty: 3507.699463
	Iteration 88Q: 3 clusters Score -6489224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6489222.500000 Penalty: 3507.699463
	Iteration 89Q: 3 clusters Score -6489222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6489237.500000 Penalty: 3507.699463
	Iteration 90Q: 3 clusters Score -6489238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6489230.000000 Penalty: 3507.699463
	Iteration 91Q: 3 clusters Score -6489230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6489226.500000 Penalty: 3507.699463
	Iteration 92Q: 3 clusters Score -6489226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6489233.000000 Penalty: 3507.699463
	Iteration 93Q: 3 clusters Score -6489233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6489237.500000 Penalty: 3507.699463
	Iteration 94Q: 3 clusters Score -6489238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6489250.000000 Penalty: 3507.699463
	Iteration 95Q: 3 clusters Score -6489250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6489249.000000 Penalty: 3507.699463
	Iteration 96Q: 3 clusters Score -6489249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6489254.500000 Penalty: 3507.699463
	Iteration 97Q: 3 clusters Score -6489254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6489254.000000 Penalty: 3507.699463
	Iteration 98Q: 3 clusters Score -6489254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6489251.000000 Penalty: 3507.699463
	Iteration 99Q: 3 clusters Score -6489251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6489250.500000 Penalty: 3507.699463
	Iteration 100F: 3 clusters Score -6489250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6489262.500000 Penalty: 3507.699463
	Iteration 101Q: 3 clusters Score -6489262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6489253.000000 Penalty: 3507.699463
	Iteration 102Q: 3 clusters Score -6489253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6489261.000000 Penalty: 3507.699463
	Iteration 103Q: 3 clusters Score -6489261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6489254.500000 Penalty: 3507.699463
	Iteration 104Q: 3 clusters Score -6489254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6489251.500000 Penalty: 3507.699463
	Iteration 105Q: 3 clusters Score -6489252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6489252.500000 Penalty: 3507.699463
	Iteration 106Q: 3 clusters Score -6489252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6489255.000000 Penalty: 3507.699463
	Iteration 107Q: 3 clusters Score -6489255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6489264.000000 Penalty: 3507.699463
	Iteration 108Q: 3 clusters Score -6489264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6489259.000000 Penalty: 3507.699463
	Iteration 109Q: 3 clusters Score -6489259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6489261.000000 Penalty: 3507.699463
	Iteration 110Q: 3 clusters Score -6489261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6489261.000000 Penalty: 3507.699463
	Iteration 111F: 3 clusters Score -6489261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -603573.375000 Penalty: 1374.265503
	Iteration 0F: 2 clusters Score -603573.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -599797.125000 Penalty: 2748.531006
	Iteration 0F: 3 clusters Score -599797.1 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -600794.187500 Penalty: 2748.531006
	Iteration 1F: 3 clusters Score -600794.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -601010.687500 Penalty: 2748.531006
	Iteration 2F: 3 clusters Score -601010.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -601193.125000 Penalty: 2748.531006
	Iteration 3F: 3 clusters Score -601193.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -601352.875000 Penalty: 2748.531006
	Iteration 4F: 3 clusters Score -601352.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -601501.625000 Penalty: 2748.531006
	Iteration 5F: 3 clusters Score -601501.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -601657.125000 Penalty: 2748.531006
	Iteration 6Q: 3 clusters Score -601657.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -601810.437500 Penalty: 2748.531006
	Iteration 7F: 3 clusters Score -601810.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -601928.687500 Penalty: 2748.531006
	Iteration 8Q: 3 clusters Score -601928.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -602013.375000 Penalty: 2748.531006
	Iteration 9Q: 3 clusters Score -602013.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -602082.750000 Penalty: 2748.531006
	Iteration 10Q: 3 clusters Score -602082.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -602138.625000 Penalty: 2748.531006
	Iteration 11Q: 3 clusters Score -602138.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -602173.062500 Penalty: 2748.531006
	Iteration 12Q: 3 clusters Score -602173.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -602198.625000 Penalty: 2748.531006
	Iteration 13Q: 3 clusters Score -602198.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -602216.000000 Penalty: 2748.531006
	Iteration 14Q: 3 clusters Score -602216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -602234.875000 Penalty: 2748.531006
	Iteration 15Q: 3 clusters Score -602234.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -602250.187500 Penalty: 2748.531006
	Iteration 16Q: 3 clusters Score -602250.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -602258.312500 Penalty: 2748.531006
	Iteration 17Q: 3 clusters Score -602258.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -602265.625000 Penalty: 2748.531006
	Iteration 18Q: 3 clusters Score -602265.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -602272.187500 Penalty: 2748.531006
	Iteration 19Q: 3 clusters Score -602272.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -602278.125000 Penalty: 2748.531006
	Iteration 20F: 3 clusters Score -602278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -602280.875000 Penalty: 2748.531006
	Iteration 21Q: 3 clusters Score -602280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -602281.750000 Penalty: 2748.531006
	Iteration 22Q: 3 clusters Score -602281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -602284.062500 Penalty: 2748.531006
	Iteration 23Q: 3 clusters Score -602284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -602284.437500 Penalty: 2748.531006
	Iteration 24Q: 3 clusters Score -602284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -602284.437500 Penalty: 2748.531006
	Iteration 25F: 3 clusters Score -602284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Entering Unmasked Estep 
Score: -5598901.000000 Penalty: 1729.300049
	Iteration 0F: 2 clusters Score -5598901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5570912.500000 Penalty: 3458.600098
	Iteration 0F: 3 clusters Score -5570912 nChanged 19496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5581994.000000 Penalty: 3458.600098
	Iteration 1F: 3 clusters Score -5581994 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5582479.500000 Penalty: 3458.600098
	Iteration 2Q: 3 clusters Score -5582480 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5583031.000000 Penalty: 3458.600098
	Iteration 3Q: 3 clusters Score -5583031 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5583780.500000 Penalty: 3458.600098
	Iteration 4Q: 3 clusters Score -5583780 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5584754.000000 Penalty: 3458.600098
	Iteration 5Q: 3 clusters Score -5584754 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5586163.500000 Penalty: 3458.600098
	Iteration 6F: 3 clusters Score -5586164 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5588207.000000 Penalty: 3458.600098
	Iteration 7F: 3 clusters Score -5588207 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5590683.000000 Penalty: 3458.600098
	Iteration 8F: 3 clusters Score -5590683 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5592883.000000 Penalty: 3458.600098
	Iteration 9F: 3 clusters Score -5592883 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5594351.000000 Penalty: 3458.600098
	Iteration 10Q: 3 clusters Score -5594351 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5595257.500000 Penalty: 3458.600098
	Iteration 11Q: 3 clusters Score -5595258 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5595850.500000 Penalty: 3458.600098
	Iteration 12Q: 3 clusters Score -5595850 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5596335.500000 Penalty: 3458.600098
	Iteration 13Q: 3 clusters Score -5596336 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5596625.500000 Penalty: 3458.600098
	Iteration 14Q: 3 clusters Score -5596626 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5596838.500000 Penalty: 3458.600098
	Iteration 15Q: 3 clusters Score -5596838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5596985.000000 Penalty: 3458.600098
	Iteration 16Q: 3 clusters Score -5596985 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5597100.000000 Penalty: 3458.600098
	Iteration 17Q: 3 clusters Score -5597100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5597169.500000 Penalty: 3458.600098
	Iteration 18Q: 3 clusters Score -5597170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5597190.500000 Penalty: 3458.600098
	Iteration 19Q: 3 clusters Score -5597190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5597224.500000 Penalty: 3458.600098
	Iteration 20F: 3 clusters Score -5597224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5597246.500000 Penalty: 3458.600098
	Iteration 21Q: 3 clusters Score -5597246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5597256.000000 Penalty: 3458.600098
	Iteration 22Q: 3 clusters Score -5597256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5597273.500000 Penalty: 3458.600098
	Iteration 23Q: 3 clusters Score -5597274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5597276.000000 Penalty: 3458.600098
	Iteration 24Q: 3 clusters Score -5597276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5597297.000000 Penalty: 3458.600098
	Iteration 25Q: 3 clusters Score -5597297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5597298.500000 Penalty: 3458.600098
	Iteration 26Q: 3 clusters Score -5597298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5597304.500000 Penalty: 3458.600098
	Iteration 27Q: 3 clusters Score -5597304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5597311.000000 Penalty: 3458.600098
	Iteration 28Q: 3 clusters Score -5597311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5597318.500000 Penalty: 3458.600098
	Iteration 29Q: 3 clusters Score -5597318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5597325.500000 Penalty: 3458.600098
	Iteration 30Q: 3 clusters Score -5597326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -5597336.000000 Penalty: 3458.600098
	Iteration 31Q: 3 clusters Score -5597336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5597347.000000 Penalty: 3458.600098
	Iteration 32Q: 3 clusters Score -5597347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5597353.000000 Penalty: 3458.600098
	Iteration 33Q: 3 clusters Score -5597353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5597361.000000 Penalty: 3458.600098
	Iteration 34Q: 3 clusters Score -5597361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5597364.500000 Penalty: 3458.600098
	Iteration 35Q: 3 clusters Score -5597364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5597369.000000 Penalty: 3458.600098
	Iteration 36Q: 3 clusters Score -5597369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5597376.000000 Penalty: 3458.600098
	Iteration 37Q: 3 clusters Score -5597376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5597375.500000 Penalty: 3458.600098
	Iteration 38Q: 3 clusters Score -5597376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5597380.500000 Penalty: 3458.600098
	Iteration 39Q: 3 clusters Score -5597380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5597379.500000 Penalty: 3458.600098
	Iteration 40F: 3 clusters Score -5597380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5597385.500000 Penalty: 3458.600098
	Iteration 41Q: 3 clusters Score -5597386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5597385.000000 Penalty: 3458.600098
	Iteration 42Q: 3 clusters Score -5597385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5597385.000000 Penalty: 3458.600098
	Iteration 43Q: 3 clusters Score -5597385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5597387.000000 Penalty: 3458.600098
	Iteration 44Q: 3 clusters Score -5597387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5597386.500000 Penalty: 3458.600098
	Iteration 45Q: 3 clusters Score -5597386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5597386.500000 Penalty: 3458.600098
	Iteration 46F: 3 clusters Score -5597386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Entering Unmasked Estep 
Score: -8513996.000000 Penalty: 1805.053223
	Iteration 0F: 2 clusters Score -8513996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8469564.000000 Penalty: 3610.106445
	Iteration 0F: 3 clusters Score -8469564 nChanged 31535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -8487792.000000 Penalty: 3610.106445
	Iteration 1F: 3 clusters Score -8487792 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -8488857.000000 Penalty: 3610.106445
	Iteration 2Q: 3 clusters Score -8488857 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -8490237.000000 Penalty: 3610.106445
	Iteration 3Q: 3 clusters Score -8490237 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -8491999.000000 Penalty: 3610.106445
	Iteration 4F: 3 clusters Score -8491999 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -8494138.000000 Penalty: 3610.106445
	Iteration 5F: 3 clusters Score -8494138 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -8496626.000000 Penalty: 3610.106445
	Iteration 6F: 3 clusters Score -8496626 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -8499215.000000 Penalty: 3610.106445
	Iteration 7F: 3 clusters Score -8499215 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8501566.000000 Penalty: 3610.106445
	Iteration 8F: 3 clusters Score -8501566 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -8503381.000000 Penalty: 3610.106445
	Iteration 9Q: 3 clusters Score -8503381 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -8504589.000000 Penalty: 3610.106445
	Iteration 10Q: 3 clusters Score -8504589 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -8505360.000000 Penalty: 3610.106445
	Iteration 11Q: 3 clusters Score -8505360 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -8505954.000000 Penalty: 3610.106445
	Iteration 12Q: 3 clusters Score -8505954 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8506353.000000 Penalty: 3610.106445
	Iteration 13Q: 3 clusters Score -8506353 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8506719.000000 Penalty: 3610.106445
	Iteration 14Q: 3 clusters Score -8506719 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -8507071.000000 Penalty: 3610.106445
	Iteration 15Q: 3 clusters Score -8507071 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -8507374.000000 Penalty: 3610.106445
	Iteration 16Q: 3 clusters Score -8507374 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -8507668.000000 Penalty: 3610.106445
	Iteration 17Q: 3 clusters Score -8507668 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -8507896.000000 Penalty: 3610.106445
	Iteration 18Q: 3 clusters Score -8507896 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -8508174.000000 Penalty: 3610.106445
	Iteration 19Q: 3 clusters Score -8508174 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -8508437.000000 Penalty: 3610.106445
	Iteration 20F: 3 clusters Score -8508437 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -8508683.000000 Penalty: 3610.106445
	Iteration 21Q: 3 clusters Score -8508683 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -8508895.000000 Penalty: 3610.106445
	Iteration 22Q: 3 clusters Score -8508895 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -8509200.000000 Penalty: 3610.106445
	Iteration 23Q: 3 clusters Score -8509200 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -8509394.000000 Penalty: 3610.106445
	Iteration 24Q: 3 clusters Score -8509394 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -8509597.000000 Penalty: 3610.106445
	Iteration 25Q: 3 clusters Score -8509597 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -8509763.000000 Penalty: 3610.106445
	Iteration 26Q: 3 clusters Score -8509763 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -8509955.000000 Penalty: 3610.106445
	Iteration 27Q: 3 clusters Score -8509955 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8510177.000000 Penalty: 3610.106445
	Iteration 28Q: 3 clusters Score -8510177 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -8510424.000000 Penalty: 3610.106445
	Iteration 29Q: 3 clusters Score -8510424 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -8510657.000000 Penalty: 3610.106445
	Iteration 30Q: 3 clusters Score -8510657 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -8510853.000000 Penalty: 3610.106445
	Iteration 31Q: 3 clusters Score -8510853 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -8511037.000000 Penalty: 3610.106445
	Iteration 32Q: 3 clusters Score -8511037 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8511254.000000 Penalty: 3610.106445
	Iteration 33Q: 3 clusters Score -8511254 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -8511454.000000 Penalty: 3610.106445
	Iteration 34Q: 3 clusters Score -8511454 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8511605.000000 Penalty: 3610.106445
	Iteration 35Q: 3 clusters Score -8511605 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8511717.000000 Penalty: 3610.106445
	Iteration 36Q: 3 clusters Score -8511717 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -8511860.000000 Penalty: 3610.106445
	Iteration 37Q: 3 clusters Score -8511860 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8511971.000000 Penalty: 3610.106445
	Iteration 38Q: 3 clusters Score -8511971 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8512095.000000 Penalty: 3610.106445
	Iteration 39Q: 3 clusters Score -8512095 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8512158.000000 Penalty: 3610.106445
	Iteration 40F: 3 clusters Score -8512158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8512208.000000 Penalty: 3610.106445
	Iteration 41Q: 3 clusters Score -8512208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8512245.000000 Penalty: 3610.106445
	Iteration 42Q: 3 clusters Score -8512245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8512279.000000 Penalty: 3610.106445
	Iteration 43Q: 3 clusters Score -8512279 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8512329.000000 Penalty: 3610.106445
	Iteration 44Q: 3 clusters Score -8512329 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8512358.000000 Penalty: 3610.106445
	Iteration 45Q: 3 clusters Score -8512358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8512392.000000 Penalty: 3610.106445
	Iteration 46Q: 3 clusters Score -8512392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8512422.000000 Penalty: 3610.106445
	Iteration 47Q: 3 clusters Score -8512422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8512450.000000 Penalty: 3610.106445
	Iteration 48Q: 3 clusters Score -8512450 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8512457.000000 Penalty: 3610.106445
	Iteration 49Q: 3 clusters Score -8512457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8512481.000000 Penalty: 3610.106445
	Iteration 50Q: 3 clusters Score -8512481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8512510.000000 Penalty: 3610.106445
	Iteration 51Q: 3 clusters Score -8512510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8512547.000000 Penalty: 3610.106445
	Iteration 52Q: 3 clusters Score -8512547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8512566.000000 Penalty: 3610.106445
	Iteration 53Q: 3 clusters Score -8512566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8512579.000000 Penalty: 3610.106445
	Iteration 54Q: 3 clusters Score -8512579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8512589.000000 Penalty: 3610.106445
	Iteration 55Q: 3 clusters Score -8512589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8512586.000000 Penalty: 3610.106445
	Iteration 56Q: 3 clusters Score -8512586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8512616.000000 Penalty: 3610.106445
	Iteration 57Q: 3 clusters Score -8512616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8512622.000000 Penalty: 3610.106445
	Iteration 58Q: 3 clusters Score -8512622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8512627.000000 Penalty: 3610.106445
	Iteration 59Q: 3 clusters Score -8512627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8512636.000000 Penalty: 3610.106445
	Iteration 60F: 3 clusters Score -8512636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8512642.000000 Penalty: 3610.106445
	Iteration 61Q: 3 clusters Score -8512642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8512651.000000 Penalty: 3610.106445
	Iteration 62Q: 3 clusters Score -8512651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8512658.000000 Penalty: 3610.106445
	Iteration 63Q: 3 clusters Score -8512658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8512654.000000 Penalty: 3610.106445
	Iteration 64Q: 3 clusters Score -8512654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8512646.000000 Penalty: 3610.106445
	Iteration 65Q: 3 clusters Score -8512646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8512646.000000 Penalty: 3610.106445
	Iteration 66Q: 3 clusters Score -8512646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8512640.000000 Penalty: 3610.106445
	Iteration 67Q: 3 clusters Score -8512640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8512647.000000 Penalty: 3610.106445
	Iteration 68Q: 3 clusters Score -8512647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8512655.000000 Penalty: 3610.106445
	Iteration 69Q: 3 clusters Score -8512655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8512646.000000 Penalty: 3610.106445
	Iteration 70Q: 3 clusters Score -8512646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8512646.000000 Penalty: 3610.106445
	Iteration 71F: 3 clusters Score -8512646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Entering Unmasked Estep 
Score: -9760194.000000 Penalty: 1820.699707
	Iteration 0F: 2 clusters Score -9760194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -9713058.000000 Penalty: 3641.399414
	Iteration 0F: 3 clusters Score -9713058 nChanged 34974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -9733309.000000 Penalty: 3641.399414
	Iteration 1F: 3 clusters Score -9733309 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9733881.000000 Penalty: 3641.399414
	Iteration 2Q: 3 clusters Score -9733881 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -9734467.000000 Penalty: 3641.399414
	Iteration 3Q: 3 clusters Score -9734467 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -9735348.000000 Penalty: 3641.399414
	Iteration 4Q: 3 clusters Score -9735348 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -9736751.000000 Penalty: 3641.399414
	Iteration 5Q: 3 clusters Score -9736751 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -9738844.000000 Penalty: 3641.399414
	Iteration 6F: 3 clusters Score -9738844 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -9741862.000000 Penalty: 3641.399414
	Iteration 7F: 3 clusters Score -9741862 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -9745630.000000 Penalty: 3641.399414
	Iteration 8F: 3 clusters Score -9745630 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -9748874.000000 Penalty: 3641.399414
	Iteration 9F: 3 clusters Score -9748874 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -9750581.000000 Penalty: 3641.399414
	Iteration 10Q: 3 clusters Score -9750581 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -9751471.000000 Penalty: 3641.399414
	Iteration 11Q: 3 clusters Score -9751471 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -9751963.000000 Penalty: 3641.399414
	Iteration 12Q: 3 clusters Score -9751963 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -9752409.000000 Penalty: 3641.399414
	Iteration 13Q: 3 clusters Score -9752409 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -9752892.000000 Penalty: 3641.399414
	Iteration 14Q: 3 clusters Score -9752892 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -9753465.000000 Penalty: 3641.399414
	Iteration 15Q: 3 clusters Score -9753465 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -9753985.000000 Penalty: 3641.399414
	Iteration 16Q: 3 clusters Score -9753985 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -9754422.000000 Penalty: 3641.399414
	Iteration 17Q: 3 clusters Score -9754422 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -9754841.000000 Penalty: 3641.399414
	Iteration 18Q: 3 clusters Score -9754841 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -9755200.000000 Penalty: 3641.399414
	Iteration 19Q: 3 clusters Score -9755200 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -9755481.000000 Penalty: 3641.399414
	Iteration 20F: 3 clusters Score -9755481 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -9755795.000000 Penalty: 3641.399414
	Iteration 21Q: 3 clusters Score -9755795 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -9756072.000000 Penalty: 3641.399414
	Iteration 22Q: 3 clusters Score -9756072 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -9756360.000000 Penalty: 3641.399414
	Iteration 23Q: 3 clusters Score -9756360 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -9756563.000000 Penalty: 3641.399414
	Iteration 24Q: 3 clusters Score -9756563 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -9756854.000000 Penalty: 3641.399414
	Iteration 25Q: 3 clusters Score -9756854 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -9757131.000000 Penalty: 3641.399414
	Iteration 26Q: 3 clusters Score -9757131 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -9757384.000000 Penalty: 3641.399414
	Iteration 27Q: 3 clusters Score -9757384 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -9757579.000000 Penalty: 3641.399414
	Iteration 28Q: 3 clusters Score -9757579 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -9757683.000000 Penalty: 3641.399414
	Iteration 29Q: 3 clusters Score -9757683 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -9757764.000000 Penalty: 3641.399414
	Iteration 30Q: 3 clusters Score -9757764 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -9757889.000000 Penalty: 3641.399414
	Iteration 31Q: 3 clusters Score -9757889 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -9757991.000000 Penalty: 3641.399414
	Iteration 32Q: 3 clusters Score -9757991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -9758053.000000 Penalty: 3641.399414
	Iteration 33Q: 3 clusters Score -9758053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -9758117.000000 Penalty: 3641.399414
	Iteration 34Q: 3 clusters Score -9758117 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -9758181.000000 Penalty: 3641.399414
	Iteration 35Q: 3 clusters Score -9758181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -9758225.000000 Penalty: 3641.399414
	Iteration 36Q: 3 clusters Score -9758225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -9758268.000000 Penalty: 3641.399414
	Iteration 37Q: 3 clusters Score -9758268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -9758309.000000 Penalty: 3641.399414
	Iteration 38Q: 3 clusters Score -9758309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -9758325.000000 Penalty: 3641.399414
	Iteration 39Q: 3 clusters Score -9758325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -9758370.000000 Penalty: 3641.399414
	Iteration 40F: 3 clusters Score -9758370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9758416.000000 Penalty: 3641.399414
	Iteration 41Q: 3 clusters Score -9758416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -9758415.000000 Penalty: 3641.399414
	Iteration 42Q: 3 clusters Score -9758415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -9758450.000000 Penalty: 3641.399414
	Iteration 43Q: 3 clusters Score -9758450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -9758496.000000 Penalty: 3641.399414
	Iteration 44Q: 3 clusters Score -9758496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -9758514.000000 Penalty: 3641.399414
	Iteration 45Q: 3 clusters Score -9758514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -9758523.000000 Penalty: 3641.399414
	Iteration 46Q: 3 clusters Score -9758523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -9758534.000000 Penalty: 3641.399414
	Iteration 47Q: 3 clusters Score -9758534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -9758541.000000 Penalty: 3641.399414
	Iteration 48Q: 3 clusters Score -9758541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -9758543.000000 Penalty: 3641.399414
	Iteration 49Q: 3 clusters Score -9758543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -9758551.000000 Penalty: 3641.399414
	Iteration 50Q: 3 clusters Score -9758551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -9758551.000000 Penalty: 3641.399414
	Iteration 51Q: 3 clusters Score -9758551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9758556.000000 Penalty: 3641.399414
	Iteration 52Q: 3 clusters Score -9758556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -9758566.000000 Penalty: 3641.399414
	Iteration 53Q: 3 clusters Score -9758566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -9758573.000000 Penalty: 3641.399414
	Iteration 54Q: 3 clusters Score -9758573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -9758574.000000 Penalty: 3641.399414
	Iteration 55Q: 3 clusters Score -9758574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -9758574.000000 Penalty: 3641.399414
	Iteration 56Q: 3 clusters Score -9758574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -9758588.000000 Penalty: 3641.399414
	Iteration 57Q: 3 clusters Score -9758588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -9758605.000000 Penalty: 3641.399414
	Iteration 58Q: 3 clusters Score -9758605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -9758615.000000 Penalty: 3641.399414
	Iteration 59Q: 3 clusters Score -9758615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -9758617.000000 Penalty: 3641.399414
	Iteration 60F: 3 clusters Score -9758617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -9758631.000000 Penalty: 3641.399414
	Iteration 61Q: 3 clusters Score -9758631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -9758639.000000 Penalty: 3641.399414
	Iteration 62Q: 3 clusters Score -9758639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -9758645.000000 Penalty: 3641.399414
	Iteration 63Q: 3 clusters Score -9758645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -9758642.000000 Penalty: 3641.399414
	Iteration 64Q: 3 clusters Score -9758642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -9758652.000000 Penalty: 3641.399414
	Iteration 65Q: 3 clusters Score -9758652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -9758651.000000 Penalty: 3641.399414
	Iteration 66Q: 3 clusters Score -9758651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -9758644.000000 Penalty: 3641.399414
	Iteration 67Q: 3 clusters Score -9758644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -9758653.000000 Penalty: 3641.399414
	Iteration 68Q: 3 clusters Score -9758653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -9758648.000000 Penalty: 3641.399414
	Iteration 69Q: 3 clusters Score -9758648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -9758640.000000 Penalty: 3641.399414
	Iteration 70Q: 3 clusters Score -9758640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -9758640.000000 Penalty: 3641.399414
	Iteration 71F: 3 clusters Score -9758640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -409622.218750 Penalty: 1324.732178
	Iteration 0F: 2 clusters Score -409622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -406564.781250 Penalty: 2649.464355
	Iteration 0F: 3 clusters Score -406564.8 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407405.468750 Penalty: 2649.464355
	Iteration 1F: 3 clusters Score -407405.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -407632.218750 Penalty: 2649.464355
	Iteration 2F: 3 clusters Score -407632.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -407790.281250 Penalty: 2649.464355
	Iteration 3F: 3 clusters Score -407790.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -407891.750000 Penalty: 2649.464355
	Iteration 4F: 3 clusters Score -407891.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -407963.312500 Penalty: 2649.464355
	Iteration 5Q: 3 clusters Score -407963.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -408024.906250 Penalty: 2649.464355
	Iteration 6Q: 3 clusters Score -408024.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -408092.406250 Penalty: 2649.464355
	Iteration 7Q: 3 clusters Score -408092.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -408159.906250 Penalty: 2649.464355
	Iteration 8Q: 3 clusters Score -408159.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -408216.125000 Penalty: 2649.464355
	Iteration 9Q: 3 clusters Score -408216.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -408273.875000 Penalty: 2649.464355
	Iteration 10Q: 3 clusters Score -408273.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -408339.156250 Penalty: 2649.464355
	Iteration 11Q: 3 clusters Score -408339.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -408395.312500 Penalty: 2649.464355
	Iteration 12Q: 3 clusters Score -408395.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -408438.125000 Penalty: 2649.464355
	Iteration 13Q: 3 clusters Score -408438.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -408464.687500 Penalty: 2649.464355
	Iteration 14Q: 3 clusters Score -408464.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -408479.750000 Penalty: 2649.464355
	Iteration 15Q: 3 clusters Score -408479.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -408494.406250 Penalty: 2649.464355
	Iteration 16Q: 3 clusters Score -408494.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -408503.562500 Penalty: 2649.464355
	Iteration 17Q: 3 clusters Score -408503.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -408510.062500 Penalty: 2649.464355
	Iteration 18Q: 3 clusters Score -408510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -408518.656250 Penalty: 2649.464355
	Iteration 19Q: 3 clusters Score -408518.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -408523.843750 Penalty: 2649.464355
	Iteration 20F: 3 clusters Score -408523.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -408532.281250 Penalty: 2649.464355
	Iteration 21Q: 3 clusters Score -408532.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -408541.187500 Penalty: 2649.464355
	Iteration 22Q: 3 clusters Score -408541.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -408547.281250 Penalty: 2649.464355
	Iteration 23Q: 3 clusters Score -408547.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -408555.406250 Penalty: 2649.464355
	Iteration 24Q: 3 clusters Score -408555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -408561.218750 Penalty: 2649.464355
	Iteration 25Q: 3 clusters Score -408561.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -408568.093750 Penalty: 2649.464355
	Iteration 26Q: 3 clusters Score -408568.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -408575.250000 Penalty: 2649.464355
	Iteration 27Q: 3 clusters Score -408575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -408581.000000 Penalty: 2649.464355
	Iteration 28Q: 3 clusters Score -408581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -408584.000000 Penalty: 2649.464355
	Iteration 29Q: 3 clusters Score -408584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -408588.156250 Penalty: 2649.464355
	Iteration 30Q: 3 clusters Score -408588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -408594.718750 Penalty: 2649.464355
	Iteration 31Q: 3 clusters Score -408594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -408599.062500 Penalty: 2649.464355
	Iteration 32Q: 3 clusters Score -408599.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -408605.125000 Penalty: 2649.464355
	Iteration 33Q: 3 clusters Score -408605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -408608.437500 Penalty: 2649.464355
	Iteration 34Q: 3 clusters Score -408608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -408612.250000 Penalty: 2649.464355
	Iteration 35Q: 3 clusters Score -408612.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -408614.875000 Penalty: 2649.464355
	Iteration 36Q: 3 clusters Score -408614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -408616.500000 Penalty: 2649.464355
	Iteration 37Q: 3 clusters Score -408616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -408617.625000 Penalty: 2649.464355
	Iteration 38Q: 3 clusters Score -408617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -408616.968750 Penalty: 2649.464355
	Iteration 39Q: 3 clusters Score -408617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -408617.906250 Penalty: 2649.464355
	Iteration 40F: 3 clusters Score -408617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -408618.593750 Penalty: 2649.464355
	Iteration 41Q: 3 clusters Score -408618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -408621.125000 Penalty: 2649.464355
	Iteration 42Q: 3 clusters Score -408621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -408622.375000 Penalty: 2649.464355
	Iteration 43Q: 3 clusters Score -408622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -408624.062500 Penalty: 2649.464355
	Iteration 44Q: 3 clusters Score -408624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -408625.187500 Penalty: 2649.464355
	Iteration 45Q: 3 clusters Score -408625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -408630.875000 Penalty: 2649.464355
	Iteration 46Q: 3 clusters Score -408630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -408636.750000 Penalty: 2649.464355
	Iteration 47Q: 3 clusters Score -408636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -408640.500000 Penalty: 2649.464355
	Iteration 48Q: 3 clusters Score -408640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -408642.968750 Penalty: 2649.464355
	Iteration 49Q: 3 clusters Score -408643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408644.437500 Penalty: 2649.464355
	Iteration 50Q: 3 clusters Score -408644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -408648.781250 Penalty: 2649.464355
	Iteration 51Q: 3 clusters Score -408648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -408651.843750 Penalty: 2649.464355
	Iteration 52Q: 3 clusters Score -408651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -408653.562500 Penalty: 2649.464355
	Iteration 53Q: 3 clusters Score -408653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -408654.906250 Penalty: 2649.464355
	Iteration 54Q: 3 clusters Score -408654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408655.406250 Penalty: 2649.464355
	Iteration 55Q: 3 clusters Score -408655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408655.406250 Penalty: 2649.464355
	Iteration 56F: 3 clusters Score -408655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -882768.000000 Penalty: 1439.808105
	Iteration 0F: 2 clusters Score -882768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -877467.187500 Penalty: 2879.616211
	Iteration 0F: 3 clusters Score -877467.2 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -879172.187500 Penalty: 2879.616211
	Iteration 1F: 3 clusters Score -879172.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -879383.750000 Penalty: 2879.616211
	Iteration 2F: 3 clusters Score -879383.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -879536.062500 Penalty: 2879.616211
	Iteration 3Q: 3 clusters Score -879536.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -879674.250000 Penalty: 2879.616211
	Iteration 4Q: 3 clusters Score -879674.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -879804.000000 Penalty: 2879.616211
	Iteration 5Q: 3 clusters Score -879804 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -879917.812500 Penalty: 2879.616211
	Iteration 6Q: 3 clusters Score -879917.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -880013.187500 Penalty: 2879.616211
	Iteration 7Q: 3 clusters Score -880013.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -880100.062500 Penalty: 2879.616211
	Iteration 8Q: 3 clusters Score -880100.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -880201.812500 Penalty: 2879.616211
	Iteration 9Q: 3 clusters Score -880201.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -880306.000000 Penalty: 2879.616211
	Iteration 10Q: 3 clusters Score -880306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -880423.375000 Penalty: 2879.616211
	Iteration 11Q: 3 clusters Score -880423.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -880547.437500 Penalty: 2879.616211
	Iteration 12Q: 3 clusters Score -880547.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -880663.062500 Penalty: 2879.616211
	Iteration 13Q: 3 clusters Score -880663.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -880774.687500 Penalty: 2879.616211
	Iteration 14Q: 3 clusters Score -880774.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -880857.437500 Penalty: 2879.616211
	Iteration 15Q: 3 clusters Score -880857.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -880938.500000 Penalty: 2879.616211
	Iteration 16Q: 3 clusters Score -880938.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -881015.062500 Penalty: 2879.616211
	Iteration 17Q: 3 clusters Score -881015.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -881091.000000 Penalty: 2879.616211
	Iteration 18Q: 3 clusters Score -881091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -881152.312500 Penalty: 2879.616211
	Iteration 19Q: 3 clusters Score -881152.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -881215.250000 Penalty: 2879.616211
	Iteration 20F: 3 clusters Score -881215.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -881269.437500 Penalty: 2879.616211
	Iteration 21Q: 3 clusters Score -881269.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -881336.625000 Penalty: 2879.616211
	Iteration 22Q: 3 clusters Score -881336.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -881379.937500 Penalty: 2879.616211
	Iteration 23Q: 3 clusters Score -881379.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -881421.937500 Penalty: 2879.616211
	Iteration 24Q: 3 clusters Score -881421.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -881465.187500 Penalty: 2879.616211
	Iteration 25Q: 3 clusters Score -881465.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -881503.437500 Penalty: 2879.616211
	Iteration 26Q: 3 clusters Score -881503.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -881546.437500 Penalty: 2879.616211
	Iteration 27Q: 3 clusters Score -881546.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -881575.875000 Penalty: 2879.616211
	Iteration 28Q: 3 clusters Score -881575.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -881596.375000 Penalty: 2879.616211
	Iteration 29Q: 3 clusters Score -881596.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -881615.187500 Penalty: 2879.616211
	Iteration 30Q: 3 clusters Score -881615.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -881636.125000 Penalty: 2879.616211
	Iteration 31Q: 3 clusters Score -881636.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -881658.062500 Penalty: 2879.616211
	Iteration 32Q: 3 clusters Score -881658.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -881683.250000 Penalty: 2879.616211
	Iteration 33Q: 3 clusters Score -881683.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -881708.062500 Penalty: 2879.616211
	Iteration 34Q: 3 clusters Score -881708.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -881729.687500 Penalty: 2879.616211
	Iteration 35Q: 3 clusters Score -881729.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -881760.250000 Penalty: 2879.616211
	Iteration 36Q: 3 clusters Score -881760.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -881787.437500 Penalty: 2879.616211
	Iteration 37Q: 3 clusters Score -881787.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -881822.187500 Penalty: 2879.616211
	Iteration 38Q: 3 clusters Score -881822.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -881865.125000 Penalty: 2879.616211
	Iteration 39Q: 3 clusters Score -881865.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -881917.812500 Penalty: 2879.616211
	Iteration 40F: 3 clusters Score -881917.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -881967.750000 Penalty: 2879.616211
	Iteration 41Q: 3 clusters Score -881967.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -882025.187500 Penalty: 2879.616211
	Iteration 42Q: 3 clusters Score -882025.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -882075.375000 Penalty: 2879.616211
	Iteration 43Q: 3 clusters Score -882075.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -882130.312500 Penalty: 2879.616211
	Iteration 44Q: 3 clusters Score -882130.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -882191.375000 Penalty: 2879.616211
	Iteration 45Q: 3 clusters Score -882191.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -882238.625000 Penalty: 2879.616211
	Iteration 46Q: 3 clusters Score -882238.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -882270.125000 Penalty: 2879.616211
	Iteration 47Q: 3 clusters Score -882270.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -882298.187500 Penalty: 2879.616211
	Iteration 48Q: 3 clusters Score -882298.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -882319.125000 Penalty: 2879.616211
	Iteration 49Q: 3 clusters Score -882319.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -882329.062500 Penalty: 2879.616211
	Iteration 50Q: 3 clusters Score -882329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -882340.187500 Penalty: 2879.616211
	Iteration 51Q: 3 clusters Score -882340.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -882349.937500 Penalty: 2879.616211
	Iteration 52Q: 3 clusters Score -882349.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -882358.312500 Penalty: 2879.616211
	Iteration 53Q: 3 clusters Score -882358.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -882364.312500 Penalty: 2879.616211
	Iteration 54Q: 3 clusters Score -882364.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -882369.062500 Penalty: 2879.616211
	Iteration 55Q: 3 clusters Score -882369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -882373.250000 Penalty: 2879.616211
	Iteration 56Q: 3 clusters Score -882373.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -882372.812500 Penalty: 2879.616211
	Iteration 57Q: 3 clusters Score -882372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -882375.375000 Penalty: 2879.616211
	Iteration 58Q: 3 clusters Score -882375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -882377.062500 Penalty: 2879.616211
	Iteration 59Q: 3 clusters Score -882377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -882381.062500 Penalty: 2879.616211
	Iteration 60F: 3 clusters Score -882381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -882383.437500 Penalty: 2879.616211
	Iteration 61Q: 3 clusters Score -882383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -882387.250000 Penalty: 2879.616211
	Iteration 62Q: 3 clusters Score -882387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -882387.437500 Penalty: 2879.616211
	Iteration 63Q: 3 clusters Score -882387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -882389.000000 Penalty: 2879.616211
	Iteration 64Q: 3 clusters Score -882389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -882387.750000 Penalty: 2879.616211
	Iteration 65Q: 3 clusters Score -882387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -882388.187500 Penalty: 2879.616211
	Iteration 66Q: 3 clusters Score -882388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -882388.187500 Penalty: 2879.616211
	Iteration 67F: 3 clusters Score -882388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Entering Unmasked Estep 
Score: -3383081.000000 Penalty: 1652.288086
	Iteration 0F: 2 clusters Score -3383081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3365527.250000 Penalty: 3304.576172
	Iteration 0F: 3 clusters Score -3365527 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3372310.750000 Penalty: 3304.576172
	Iteration 1F: 3 clusters Score -3372311 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3372757.500000 Penalty: 3304.576172
	Iteration 2F: 3 clusters Score -3372758 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3373199.250000 Penalty: 3304.576172
	Iteration 3Q: 3 clusters Score -3373199 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3373613.000000 Penalty: 3304.576172
	Iteration 4Q: 3 clusters Score -3373613 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3374053.500000 Penalty: 3304.576172
	Iteration 5Q: 3 clusters Score -3374054 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3374650.500000 Penalty: 3304.576172
	Iteration 6Q: 3 clusters Score -3374650 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3375414.000000 Penalty: 3304.576172
	Iteration 7F: 3 clusters Score -3375414 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3376291.750000 Penalty: 3304.576172
	Iteration 8F: 3 clusters Score -3376292 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3377258.500000 Penalty: 3304.576172
	Iteration 9F: 3 clusters Score -3377258 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3378286.000000 Penalty: 3304.576172
	Iteration 10F: 3 clusters Score -3378286 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3379297.500000 Penalty: 3304.576172
	Iteration 11Q: 3 clusters Score -3379298 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3380127.250000 Penalty: 3304.576172
	Iteration 12Q: 3 clusters Score -3380127 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3380695.250000 Penalty: 3304.576172
	Iteration 13Q: 3 clusters Score -3380695 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3381044.750000 Penalty: 3304.576172
	Iteration 14Q: 3 clusters Score -3381045 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3381248.000000 Penalty: 3304.576172
	Iteration 15Q: 3 clusters Score -3381248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3381382.250000 Penalty: 3304.576172
	Iteration 16Q: 3 clusters Score -3381382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3381464.750000 Penalty: 3304.576172
	Iteration 17Q: 3 clusters Score -3381465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3381512.500000 Penalty: 3304.576172
	Iteration 18Q: 3 clusters Score -3381512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3381553.500000 Penalty: 3304.576172
	Iteration 19Q: 3 clusters Score -3381554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3381590.750000 Penalty: 3304.576172
	Iteration 20F: 3 clusters Score -3381591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3381615.000000 Penalty: 3304.576172
	Iteration 21Q: 3 clusters Score -3381615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3381634.500000 Penalty: 3304.576172
	Iteration 22Q: 3 clusters Score -3381634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3381650.250000 Penalty: 3304.576172
	Iteration 23Q: 3 clusters Score -3381650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3381669.000000 Penalty: 3304.576172
	Iteration 24Q: 3 clusters Score -3381669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3381680.000000 Penalty: 3304.576172
	Iteration 25Q: 3 clusters Score -3381680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3381683.000000 Penalty: 3304.576172
	Iteration 26Q: 3 clusters Score -3381683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3381690.250000 Penalty: 3304.576172
	Iteration 27Q: 3 clusters Score -3381690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3381690.250000 Penalty: 3304.576172
	Iteration 28Q: 3 clusters Score -3381690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3381688.000000 Penalty: 3304.576172
	Iteration 29Q: 3 clusters Score -3381688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3381688.000000 Penalty: 3304.576172
	Iteration 30F: 3 clusters Score -3381688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -256145.984375 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -256146 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 1104 members 
Entering Unmasked Estep 
Score: -253951.953125 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -253952 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254483.375000 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -254483.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -254672.140625 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -254672.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254817.312500 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -254817.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -254931.140625 Penalty: 2502.448730
	Iteration 4F: 3 clusters Score -254931.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -255031.703125 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -255031.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -255117.140625 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -255117.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -255218.734375 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -255218.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -255302.156250 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -255302.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255373.687500 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -255373.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255445.109375 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -255445.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -255482.875000 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -255482.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255504.265625 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -255504.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -255520.156250 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -255520.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255536.125000 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -255536.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255548.906250 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -255548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -255554.109375 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -255554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -255559.781250 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -255559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -255562.531250 Penalty: 2502.448730
	Iteration 18Q: 3 clusters Score -255562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255565.703125 Penalty: 2502.448730
	Iteration 19Q: 3 clusters Score -255565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255567.843750 Penalty: 2502.448730
	Iteration 20F: 3 clusters Score -255567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -255571.921875 Penalty: 2502.448730
	Iteration 21Q: 3 clusters Score -255571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -255572.671875 Penalty: 2502.448730
	Iteration 22Q: 3 clusters Score -255572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -255572.968750 Penalty: 2502.448730
	Iteration 23Q: 3 clusters Score -255573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -255573.140625 Penalty: 2502.448730
	Iteration 24Q: 3 clusters Score -255573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -255573.140625 Penalty: 2502.448730
	Iteration 25F: 3 clusters Score -255573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -2007389.250000 Penalty: 1561.655762
	Iteration 0F: 2 clusters Score -2007389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1997099.375000 Penalty: 3123.311523
	Iteration 0F: 3 clusters Score -1997099 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2000563.250000 Penalty: 3123.311523
	Iteration 1F: 3 clusters Score -2000563 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2000891.500000 Penalty: 3123.311523
	Iteration 2F: 3 clusters Score -2000892 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2001157.500000 Penalty: 3123.311523
	Iteration 3Q: 3 clusters Score -2001158 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2001439.250000 Penalty: 3123.311523
	Iteration 4Q: 3 clusters Score -2001439 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2001805.750000 Penalty: 3123.311523
	Iteration 5Q: 3 clusters Score -2001806 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2002322.375000 Penalty: 3123.311523
	Iteration 6F: 3 clusters Score -2002322 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2003034.500000 Penalty: 3123.311523
	Iteration 7F: 3 clusters Score -2003034 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2003853.875000 Penalty: 3123.311523
	Iteration 8F: 3 clusters Score -2003854 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2004671.625000 Penalty: 3123.311523
	Iteration 9F: 3 clusters Score -2004672 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2005245.125000 Penalty: 3123.311523
	Iteration 10Q: 3 clusters Score -2005245 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2005588.125000 Penalty: 3123.311523
	Iteration 11Q: 3 clusters Score -2005588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2005788.875000 Penalty: 3123.311523
	Iteration 12Q: 3 clusters Score -2005789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2005892.125000 Penalty: 3123.311523
	Iteration 13Q: 3 clusters Score -2005892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2005962.500000 Penalty: 3123.311523
	Iteration 14Q: 3 clusters Score -2005962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2006011.250000 Penalty: 3123.311523
	Iteration 15Q: 3 clusters Score -2006011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2006024.875000 Penalty: 3123.311523
	Iteration 16Q: 3 clusters Score -2006025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2006033.875000 Penalty: 3123.311523
	Iteration 17Q: 3 clusters Score -2006034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2006049.000000 Penalty: 3123.311523
	Iteration 18Q: 3 clusters Score -2006049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2006055.625000 Penalty: 3123.311523
	Iteration 19Q: 3 clusters Score -2006056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006064.375000 Penalty: 3123.311523
	Iteration 20F: 3 clusters Score -2006064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006067.500000 Penalty: 3123.311523
	Iteration 21Q: 3 clusters Score -2006068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006069.375000 Penalty: 3123.311523
	Iteration 22Q: 3 clusters Score -2006069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006071.500000 Penalty: 3123.311523
	Iteration 23Q: 3 clusters Score -2006072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006073.000000 Penalty: 3123.311523
	Iteration 24Q: 3 clusters Score -2006073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2006073.000000 Penalty: 3123.311523
	Iteration 25F: 3 clusters Score -2006073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Entering Unmasked Estep 
Score: -10434659.000000 Penalty: 1833.140991
	Iteration 0F: 2 clusters Score -1.043466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -10383140.000000 Penalty: 3666.281982
	Iteration 0F: 3 clusters Score -1.038314e+07 nChanged 37784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -10404978.000000 Penalty: 3666.281982
	Iteration 1F: 3 clusters Score -1.040498e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -10405607.000000 Penalty: 3666.281982
	Iteration 2Q: 3 clusters Score -1.040561e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -10406719.000000 Penalty: 3666.281982
	Iteration 3Q: 3 clusters Score -1.040672e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -10408414.000000 Penalty: 3666.281982
	Iteration 4Q: 3 clusters Score -1.040841e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -10411309.000000 Penalty: 3666.281982
	Iteration 5F: 3 clusters Score -1.041131e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -10415985.000000 Penalty: 3666.281982
	Iteration 6F: 3 clusters Score -1.041598e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -10421999.000000 Penalty: 3666.281982
	Iteration 7F: 3 clusters Score -1.0422e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -10427640.000000 Penalty: 3666.281982
	Iteration 8F: 3 clusters Score -1.042764e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10431003.000000 Penalty: 3666.281982
	Iteration 9Q: 3 clusters Score -1.0431e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10432346.000000 Penalty: 3666.281982
	Iteration 10Q: 3 clusters Score -1.043235e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10432778.000000 Penalty: 3666.281982
	Iteration 11Q: 3 clusters Score -1.043278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10432896.000000 Penalty: 3666.281982
	Iteration 12Q: 3 clusters Score -1.04329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10432970.000000 Penalty: 3666.281982
	Iteration 13Q: 3 clusters Score -1.043297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10432990.000000 Penalty: 3666.281982
	Iteration 14Q: 3 clusters Score -1.043299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10432994.000000 Penalty: 3666.281982
	Iteration 15Q: 3 clusters Score -1.043299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10433013.000000 Penalty: 3666.281982
	Iteration 16Q: 3 clusters Score -1.043301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10433025.000000 Penalty: 3666.281982
	Iteration 17Q: 3 clusters Score -1.043302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10433033.000000 Penalty: 3666.281982
	Iteration 18Q: 3 clusters Score -1.043303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10433045.000000 Penalty: 3666.281982
	Iteration 19Q: 3 clusters Score -1.043304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10433057.000000 Penalty: 3666.281982
	Iteration 20F: 3 clusters Score -1.043306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10433060.000000 Penalty: 3666.281982
	Iteration 21Q: 3 clusters Score -1.043306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10433060.000000 Penalty: 3666.281982
	Iteration 22F: 3 clusters Score -1.043306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Entering Unmasked Estep 
Score: -2522856.500000 Penalty: 1609.211182
	Iteration 0F: 2 clusters Score -2522856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2509122.750000 Penalty: 3218.422363
	Iteration 0F: 3 clusters Score -2509123 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2514211.000000 Penalty: 3218.422363
	Iteration 1F: 3 clusters Score -2514211 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2514574.000000 Penalty: 3218.422363
	Iteration 2Q: 3 clusters Score -2514574 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2514933.750000 Penalty: 3218.422363
	Iteration 3Q: 3 clusters Score -2514934 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2515342.750000 Penalty: 3218.422363
	Iteration 4Q: 3 clusters Score -2515343 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2515881.750000 Penalty: 3218.422363
	Iteration 5Q: 3 clusters Score -2515882 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2516562.500000 Penalty: 3218.422363
	Iteration 6F: 3 clusters Score -2516562 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2517429.250000 Penalty: 3218.422363
	Iteration 7F: 3 clusters Score -2517429 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2518423.250000 Penalty: 3218.422363
	Iteration 8F: 3 clusters Score -2518423 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2519409.500000 Penalty: 3218.422363
	Iteration 9F: 3 clusters Score -2519410 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2520231.750000 Penalty: 3218.422363
	Iteration 10Q: 3 clusters Score -2520232 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2520745.750000 Penalty: 3218.422363
	Iteration 11Q: 3 clusters Score -2520746 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2521058.500000 Penalty: 3218.422363
	Iteration 12Q: 3 clusters Score -2521058 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2521209.250000 Penalty: 3218.422363
	Iteration 13Q: 3 clusters Score -2521209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2521284.500000 Penalty: 3218.422363
	Iteration 14Q: 3 clusters Score -2521284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2521328.750000 Penalty: 3218.422363
	Iteration 15Q: 3 clusters Score -2521329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2521357.500000 Penalty: 3218.422363
	Iteration 16Q: 3 clusters Score -2521358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2521374.750000 Penalty: 3218.422363
	Iteration 17Q: 3 clusters Score -2521375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2521391.750000 Penalty: 3218.422363
	Iteration 18Q: 3 clusters Score -2521392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2521409.500000 Penalty: 3218.422363
	Iteration 19Q: 3 clusters Score -2521410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2521423.000000 Penalty: 3218.422363
	Iteration 20F: 3 clusters Score -2521423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2521432.250000 Penalty: 3218.422363
	Iteration 21Q: 3 clusters Score -2521432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2521446.250000 Penalty: 3218.422363
	Iteration 22Q: 3 clusters Score -2521446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2521454.750000 Penalty: 3218.422363
	Iteration 23Q: 3 clusters Score -2521455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2521466.000000 Penalty: 3218.422363
	Iteration 24Q: 3 clusters Score -2521466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2521469.500000 Penalty: 3218.422363
	Iteration 25Q: 3 clusters Score -2521470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2521469.500000 Penalty: 3218.422363
	Iteration 26F: 3 clusters Score -2521470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -313624.812500 Penalty: 1278.466919
	Iteration 0F: 2 clusters Score -313624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -311147.656250 Penalty: 2556.933838
	Iteration 0F: 3 clusters Score -311147.7 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -311744.843750 Penalty: 2556.933838
	Iteration 1F: 3 clusters Score -311744.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311892.906250 Penalty: 2556.933838
	Iteration 2F: 3 clusters Score -311892.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -311989.937500 Penalty: 2556.933838
	Iteration 3F: 3 clusters Score -311989.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -312055.000000 Penalty: 2556.933838
	Iteration 4Q: 3 clusters Score -312055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -312100.750000 Penalty: 2556.933838
	Iteration 5Q: 3 clusters Score -312100.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -312135.781250 Penalty: 2556.933838
	Iteration 6Q: 3 clusters Score -312135.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -312153.156250 Penalty: 2556.933838
	Iteration 7Q: 3 clusters Score -312153.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -312165.562500 Penalty: 2556.933838
	Iteration 8Q: 3 clusters Score -312165.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -312181.468750 Penalty: 2556.933838
	Iteration 9Q: 3 clusters Score -312181.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -312203.562500 Penalty: 2556.933838
	Iteration 10Q: 3 clusters Score -312203.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -312221.625000 Penalty: 2556.933838
	Iteration 11Q: 3 clusters Score -312221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -312232.812500 Penalty: 2556.933838
	Iteration 12Q: 3 clusters Score -312232.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -312243.312500 Penalty: 2556.933838
	Iteration 13Q: 3 clusters Score -312243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -312252.968750 Penalty: 2556.933838
	Iteration 14Q: 3 clusters Score -312253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -312258.656250 Penalty: 2556.933838
	Iteration 15Q: 3 clusters Score -312258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -312263.343750 Penalty: 2556.933838
	Iteration 16Q: 3 clusters Score -312263.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312270.843750 Penalty: 2556.933838
	Iteration 17Q: 3 clusters Score -312270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -312275.750000 Penalty: 2556.933838
	Iteration 18Q: 3 clusters Score -312275.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -312283.281250 Penalty: 2556.933838
	Iteration 19Q: 3 clusters Score -312283.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -312293.250000 Penalty: 2556.933838
	Iteration 20F: 3 clusters Score -312293.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -312300.937500 Penalty: 2556.933838
	Iteration 21Q: 3 clusters Score -312300.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312306.718750 Penalty: 2556.933838
	Iteration 22Q: 3 clusters Score -312306.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -312311.437500 Penalty: 2556.933838
	Iteration 23Q: 3 clusters Score -312311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -312316.281250 Penalty: 2556.933838
	Iteration 24Q: 3 clusters Score -312316.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -312319.093750 Penalty: 2556.933838
	Iteration 25Q: 3 clusters Score -312319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -312321.156250 Penalty: 2556.933838
	Iteration 26Q: 3 clusters Score -312321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -312322.000000 Penalty: 2556.933838
	Iteration 27Q: 3 clusters Score -312322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -312323.156250 Penalty: 2556.933838
	Iteration 28Q: 3 clusters Score -312323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -312327.187500 Penalty: 2556.933838
	Iteration 29Q: 3 clusters Score -312327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -312329.437500 Penalty: 2556.933838
	Iteration 30Q: 3 clusters Score -312329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312330.937500 Penalty: 2556.933838
	Iteration 31Q: 3 clusters Score -312330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -312331.906250 Penalty: 2556.933838
	Iteration 32Q: 3 clusters Score -312331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -312332.718750 Penalty: 2556.933838
	Iteration 33Q: 3 clusters Score -312332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -312333.593750 Penalty: 2556.933838
	Iteration 34Q: 3 clusters Score -312333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -312334.000000 Penalty: 2556.933838
	Iteration 35Q: 3 clusters Score -312334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -312334.375000 Penalty: 2556.933838
	Iteration 36Q: 3 clusters Score -312334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -312335.156250 Penalty: 2556.933838
	Iteration 37Q: 3 clusters Score -312335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -312336.843750 Penalty: 2556.933838
	Iteration 38Q: 3 clusters Score -312336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312337.843750 Penalty: 2556.933838
	Iteration 39Q: 3 clusters Score -312337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -312340.343750 Penalty: 2556.933838
	Iteration 40F: 3 clusters Score -312340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -312340.406250 Penalty: 2556.933838
	Iteration 41Q: 3 clusters Score -312340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -312341.187500 Penalty: 2556.933838
	Iteration 42Q: 3 clusters Score -312341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -312342.218750 Penalty: 2556.933838
	Iteration 43Q: 3 clusters Score -312342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -312343.312500 Penalty: 2556.933838
	Iteration 44Q: 3 clusters Score -312343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312344.281250 Penalty: 2556.933838
	Iteration 45Q: 3 clusters Score -312344.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -312348.531250 Penalty: 2556.933838
	Iteration 46Q: 3 clusters Score -312348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -312350.875000 Penalty: 2556.933838
	Iteration 47Q: 3 clusters Score -312350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -312352.093750 Penalty: 2556.933838
	Iteration 48Q: 3 clusters Score -312352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -312355.031250 Penalty: 2556.933838
	Iteration 49Q: 3 clusters Score -312355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312357.062500 Penalty: 2556.933838
	Iteration 50Q: 3 clusters Score -312357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -312359.500000 Penalty: 2556.933838
	Iteration 51Q: 3 clusters Score -312359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -312360.062500 Penalty: 2556.933838
	Iteration 52Q: 3 clusters Score -312360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -312361.250000 Penalty: 2556.933838
	Iteration 53Q: 3 clusters Score -312361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -312362.156250 Penalty: 2556.933838
	Iteration 54Q: 3 clusters Score -312362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -312363.156250 Penalty: 2556.933838
	Iteration 55Q: 3 clusters Score -312363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -312364.531250 Penalty: 2556.933838
	Iteration 56Q: 3 clusters Score -312364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -312364.906250 Penalty: 2556.933838
	Iteration 57Q: 3 clusters Score -312364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -312365.093750 Penalty: 2556.933838
	Iteration 58Q: 3 clusters Score -312365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -312365.875000 Penalty: 2556.933838
	Iteration 59Q: 3 clusters Score -312365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -312365.875000 Penalty: 2556.933838
	Iteration 60F: 3 clusters Score -312365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -1056055.625000 Penalty: 1460.987305
	Iteration 0F: 2 clusters Score -1056056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1050225.000000 Penalty: 2921.974609
	Iteration 0F: 3 clusters Score -1050225 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1051971.875000 Penalty: 2921.974609
	Iteration 1F: 3 clusters Score -1051972 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1052172.250000 Penalty: 2921.974609
	Iteration 2F: 3 clusters Score -1052172 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1052340.750000 Penalty: 2921.974609
	Iteration 3Q: 3 clusters Score -1052341 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1052484.750000 Penalty: 2921.974609
	Iteration 4Q: 3 clusters Score -1052485 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1052655.625000 Penalty: 2921.974609
	Iteration 5Q: 3 clusters Score -1052656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1052855.500000 Penalty: 2921.974609
	Iteration 6Q: 3 clusters Score -1052856 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1053136.375000 Penalty: 2921.974609
	Iteration 7F: 3 clusters Score -1053136 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1053445.000000 Penalty: 2921.974609
	Iteration 8F: 3 clusters Score -1053445 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1053799.125000 Penalty: 2921.974609
	Iteration 9F: 3 clusters Score -1053799 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1054143.250000 Penalty: 2921.974609
	Iteration 10Q: 3 clusters Score -1054143 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1054372.375000 Penalty: 2921.974609
	Iteration 11Q: 3 clusters Score -1054372 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1054514.125000 Penalty: 2921.974609
	Iteration 12Q: 3 clusters Score -1054514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1054608.375000 Penalty: 2921.974609
	Iteration 13Q: 3 clusters Score -1054608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1054670.375000 Penalty: 2921.974609
	Iteration 14Q: 3 clusters Score -1054670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1054708.625000 Penalty: 2921.974609
	Iteration 15Q: 3 clusters Score -1054709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1054738.125000 Penalty: 2921.974609
	Iteration 16Q: 3 clusters Score -1054738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1054765.250000 Penalty: 2921.974609
	Iteration 17Q: 3 clusters Score -1054765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1054775.875000 Penalty: 2921.974609
	Iteration 18Q: 3 clusters Score -1054776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1054787.000000 Penalty: 2921.974609
	Iteration 19Q: 3 clusters Score -1054787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1054794.750000 Penalty: 2921.974609
	Iteration 20F: 3 clusters Score -1054795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1054800.000000 Penalty: 2921.974609
	Iteration 21Q: 3 clusters Score -1054800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1054800.500000 Penalty: 2921.974609
	Iteration 22Q: 3 clusters Score -1054800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1054805.125000 Penalty: 2921.974609
	Iteration 23Q: 3 clusters Score -1054805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1054806.625000 Penalty: 2921.974609
	Iteration 24Q: 3 clusters Score -1054807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1054809.750000 Penalty: 2921.974609
	Iteration 25Q: 3 clusters Score -1054810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1054809.625000 Penalty: 2921.974609
	Iteration 26Q: 3 clusters Score -1054810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1054809.625000 Penalty: 2921.974609
	Iteration 27F: 3 clusters Score -1054810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -8843.048828 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -8843.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8540.752930 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8540.753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8735.679688 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8735.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8918.010742 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8918.011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8925.197266 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8925.197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8925.197266 Penalty: 1576.909790
	Iteration 4F: 3 clusters Score -8925.197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 49835 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81920 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 88 members 
Entering Unmasked Estep 
Score: -127761264.000000 Penalty: 87559.406250
Splitting cluster 21 changes total score from -127757184.000000 to -127761264.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -115529.023438 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -115529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114120.234375 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -114120.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114448.625000 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -114448.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114585.148438 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -114585.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -114734.453125 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -114734.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -114823.273438 Penalty: 2237.125244
	Iteration 4F: 3 clusters Score -114823.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -114874.757812 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -114874.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -114923.812500 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -114923.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -114966.070312 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -114966.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -115006.156250 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -115006.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -115038.539062 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -115038.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115065.562500 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -115065.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115087.101562 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -115087.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115117.453125 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -115117.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115168.140625 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -115168.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115210.812500 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -115210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115240.320312 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -115240.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115255.000000 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -115255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115269.671875 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -115269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115295.570312 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -115295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115328.078125 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -115328.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115347.304688 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -115347.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115384.898438 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -115384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115401.843750 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -115401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115413.328125 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -115413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115437.335938 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -115437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115455.476562 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -115455.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -115470.164062 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -115470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115478.078125 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -115478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -115489.664062 Penalty: 2237.125244
	Iteration 28Q: 3 clusters Score -115489.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115500.992188 Penalty: 2237.125244
	Iteration 29Q: 3 clusters Score -115501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115512.476562 Penalty: 2237.125244
	Iteration 30Q: 3 clusters Score -115512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115517.937500 Penalty: 2237.125244
	Iteration 31Q: 3 clusters Score -115517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115529.054688 Penalty: 2237.125244
	Iteration 32Q: 3 clusters Score -115529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115535.656250 Penalty: 2237.125244
	Iteration 33Q: 3 clusters Score -115535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -115542.789062 Penalty: 2237.125244
	Iteration 34Q: 3 clusters Score -115542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -115547.312500 Penalty: 2237.125244
	Iteration 35Q: 3 clusters Score -115547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -115550.273438 Penalty: 2237.125244
	Iteration 36Q: 3 clusters Score -115550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115551.132812 Penalty: 2237.125244
	Iteration 37Q: 3 clusters Score -115551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -115552.117188 Penalty: 2237.125244
	Iteration 38Q: 3 clusters Score -115552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -115553.468750 Penalty: 2237.125244
	Iteration 39Q: 3 clusters Score -115553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -115553.468750 Penalty: 2237.125244
	Iteration 40F: 3 clusters Score -115553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 49835 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81920 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 88 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
Score: -127760016.000000 Penalty: 89804.523438
Splitting cluster 22 changes total score from -127757184.000000 to -127760016.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (73622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Entering Unmasked Estep 
Score: -9729050.000000 Penalty: 1821.088623
	Iteration 0F: 2 clusters Score -9729050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -9681221.000000 Penalty: 3642.177246
	Iteration 0F: 3 clusters Score -9681221 nChanged 34848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -9701984.000000 Penalty: 3642.177246
	Iteration 1F: 3 clusters Score -9701984 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -9703184.000000 Penalty: 3642.177246
	Iteration 2Q: 3 clusters Score -9703184 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -9704734.000000 Penalty: 3642.177246
	Iteration 3Q: 3 clusters Score -9704734 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -9706987.000000 Penalty: 3642.177246
	Iteration 4F: 3 clusters Score -9706987 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -9709930.000000 Penalty: 3642.177246
	Iteration 5F: 3 clusters Score -9709930 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -9713403.000000 Penalty: 3642.177246
	Iteration 6F: 3 clusters Score -9713403 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -9716866.000000 Penalty: 3642.177246
	Iteration 7F: 3 clusters Score -9716866 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -9719681.000000 Penalty: 3642.177246
	Iteration 8F: 3 clusters Score -9719681 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -9721738.000000 Penalty: 3642.177246
	Iteration 9Q: 3 clusters Score -9721738 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -9723174.000000 Penalty: 3642.177246
	Iteration 10Q: 3 clusters Score -9723174 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -9724155.000000 Penalty: 3642.177246
	Iteration 11Q: 3 clusters Score -9724155 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -9724861.000000 Penalty: 3642.177246
	Iteration 12Q: 3 clusters Score -9724861 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -9725407.000000 Penalty: 3642.177246
	Iteration 13Q: 3 clusters Score -9725407 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -9725732.000000 Penalty: 3642.177246
	Iteration 14Q: 3 clusters Score -9725732 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -9725997.000000 Penalty: 3642.177246
	Iteration 15Q: 3 clusters Score -9725997 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -9726267.000000 Penalty: 3642.177246
	Iteration 16Q: 3 clusters Score -9726267 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -9726472.000000 Penalty: 3642.177246
	Iteration 17Q: 3 clusters Score -9726472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9726666.000000 Penalty: 3642.177246
	Iteration 18Q: 3 clusters Score -9726666 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9726818.000000 Penalty: 3642.177246
	Iteration 19Q: 3 clusters Score -9726818 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9726934.000000 Penalty: 3642.177246
	Iteration 20F: 3 clusters Score -9726934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9727033.000000 Penalty: 3642.177246
	Iteration 21Q: 3 clusters Score -9727033 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9727117.000000 Penalty: 3642.177246
	Iteration 22Q: 3 clusters Score -9727117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9727153.000000 Penalty: 3642.177246
	Iteration 23Q: 3 clusters Score -9727153 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9727231.000000 Penalty: 3642.177246
	Iteration 24Q: 3 clusters Score -9727231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9727275.000000 Penalty: 3642.177246
	Iteration 25Q: 3 clusters Score -9727275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9727312.000000 Penalty: 3642.177246
	Iteration 26Q: 3 clusters Score -9727312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9727357.000000 Penalty: 3642.177246
	Iteration 27Q: 3 clusters Score -9727357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9727391.000000 Penalty: 3642.177246
	Iteration 28Q: 3 clusters Score -9727391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9727438.000000 Penalty: 3642.177246
	Iteration 29Q: 3 clusters Score -9727438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9727454.000000 Penalty: 3642.177246
	Iteration 30Q: 3 clusters Score -9727454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9727469.000000 Penalty: 3642.177246
	Iteration 31Q: 3 clusters Score -9727469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9727482.000000 Penalty: 3642.177246
	Iteration 32Q: 3 clusters Score -9727482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9727486.000000 Penalty: 3642.177246
	Iteration 33Q: 3 clusters Score -9727486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9727496.000000 Penalty: 3642.177246
	Iteration 34Q: 3 clusters Score -9727496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9727501.000000 Penalty: 3642.177246
	Iteration 35Q: 3 clusters Score -9727501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9727496.000000 Penalty: 3642.177246
	Iteration 36Q: 3 clusters Score -9727496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9727506.000000 Penalty: 3642.177246
	Iteration 37Q: 3 clusters Score -9727506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9727500.000000 Penalty: 3642.177246
	Iteration 38Q: 3 clusters Score -9727500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9727508.000000 Penalty: 3642.177246
	Iteration 39Q: 3 clusters Score -9727508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9727506.000000 Penalty: 3642.177246
	Iteration 40F: 3 clusters Score -9727506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9727498.000000 Penalty: 3642.177246
	Iteration 41Q: 3 clusters Score -9727498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9727510.000000 Penalty: 3642.177246
	Iteration 42Q: 3 clusters Score -9727510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9727519.000000 Penalty: 3642.177246
	Iteration 43Q: 3 clusters Score -9727519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9727518.000000 Penalty: 3642.177246
	Iteration 44Q: 3 clusters Score -9727518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9727526.000000 Penalty: 3642.177246
	Iteration 45Q: 3 clusters Score -9727526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9727522.000000 Penalty: 3642.177246
	Iteration 46Q: 3 clusters Score -9727522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9727529.000000 Penalty: 3642.177246
	Iteration 47Q: 3 clusters Score -9727529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9727529.000000 Penalty: 3642.177246
	Iteration 48F: 3 clusters Score -9727529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Entering Unmasked Estep 
Score: -6567011.000000 Penalty: 1757.676880
	Iteration 0F: 2 clusters Score -6567011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -6533746.000000 Penalty: 3515.353760
	Iteration 0F: 3 clusters Score -6533746 nChanged 23303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -6547977.500000 Penalty: 3515.353760
	Iteration 1F: 3 clusters Score -6547978 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -6550311.500000 Penalty: 3515.353760
	Iteration 2F: 3 clusters Score -6550312 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -6553712.500000 Penalty: 3515.353760
	Iteration 3F: 3 clusters Score -6553712 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -6557932.000000 Penalty: 3515.353760
	Iteration 4F: 3 clusters Score -6557932 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -6562242.000000 Penalty: 3515.353760
	Iteration 5F: 3 clusters Score -6562242 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -6565118.000000 Penalty: 3515.353760
	Iteration 6F: 3 clusters Score -6565118 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -6566394.000000 Penalty: 3515.353760
	Iteration 7Q: 3 clusters Score -6566394 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6566823.000000 Penalty: 3515.353760
	Iteration 8Q: 3 clusters Score -6566823 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -6567046.500000 Penalty: 3515.353760
	Iteration 9Q: 3 clusters Score -6567046 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6567157.000000 Penalty: 3515.353760
	Iteration 10Q: 3 clusters Score -6567157 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -6567208.500000 Penalty: 3515.353760
	Iteration 11Q: 3 clusters Score -6567208 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -6567242.500000 Penalty: 3515.353760
	Iteration 12Q: 3 clusters Score -6567242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -6567255.500000 Penalty: 3515.353760
	Iteration 13Q: 3 clusters Score -6567256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -6567245.000000 Penalty: 3515.353760
	Iteration 14Q: 3 clusters Score -6567245 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -6567243.500000 Penalty: 3515.353760
	Iteration 15Q: 3 clusters Score -6567244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6567263.500000 Penalty: 3515.353760
	Iteration 16Q: 3 clusters Score -6567264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -6567262.000000 Penalty: 3515.353760
	Iteration 17Q: 3 clusters Score -6567262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -6567265.000000 Penalty: 3515.353760
	Iteration 18Q: 3 clusters Score -6567265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -6567274.500000 Penalty: 3515.353760
	Iteration 19Q: 3 clusters Score -6567274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -6567276.500000 Penalty: 3515.353760
	Iteration 20F: 3 clusters Score -6567276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -6567290.000000 Penalty: 3515.353760
	Iteration 21Q: 3 clusters Score -6567290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -6567296.000000 Penalty: 3515.353760
	Iteration 22Q: 3 clusters Score -6567296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -6567293.000000 Penalty: 3515.353760
	Iteration 23Q: 3 clusters Score -6567293 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -6567303.500000 Penalty: 3515.353760
	Iteration 24Q: 3 clusters Score -6567304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -6567313.000000 Penalty: 3515.353760
	Iteration 25Q: 3 clusters Score -6567313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -6567327.500000 Penalty: 3515.353760
	Iteration 26Q: 3 clusters Score -6567328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -6567316.000000 Penalty: 3515.353760
	Iteration 27Q: 3 clusters Score -6567316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -6567312.000000 Penalty: 3515.353760
	Iteration 28Q: 3 clusters Score -6567312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -6567310.500000 Penalty: 3515.353760
	Iteration 29Q: 3 clusters Score -6567310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -6567321.500000 Penalty: 3515.353760
	Iteration 30Q: 3 clusters Score -6567322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -6567317.500000 Penalty: 3515.353760
	Iteration 31Q: 3 clusters Score -6567318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -6567315.000000 Penalty: 3515.353760
	Iteration 32Q: 3 clusters Score -6567315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -6567328.500000 Penalty: 3515.353760
	Iteration 33Q: 3 clusters Score -6567328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6567339.500000 Penalty: 3515.353760
	Iteration 34Q: 3 clusters Score -6567340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -6567336.500000 Penalty: 3515.353760
	Iteration 35Q: 3 clusters Score -6567336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6567355.000000 Penalty: 3515.353760
	Iteration 36Q: 3 clusters Score -6567355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -6567351.500000 Penalty: 3515.353760
	Iteration 37Q: 3 clusters Score -6567352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -6567366.500000 Penalty: 3515.353760
	Iteration 38Q: 3 clusters Score -6567366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -6567356.500000 Penalty: 3515.353760
	Iteration 39Q: 3 clusters Score -6567356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6567369.500000 Penalty: 3515.353760
	Iteration 40F: 3 clusters Score -6567370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -6567366.500000 Penalty: 3515.353760
	Iteration 41Q: 3 clusters Score -6567366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -6567366.000000 Penalty: 3515.353760
	Iteration 42Q: 3 clusters Score -6567366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -6567334.500000 Penalty: 3515.353760
	Iteration 43Q: 3 clusters Score -6567334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -6567347.000000 Penalty: 3515.353760
	Iteration 44Q: 3 clusters Score -6567347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6567353.500000 Penalty: 3515.353760
	Iteration 45Q: 3 clusters Score -6567354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -6567363.500000 Penalty: 3515.353760
	Iteration 46Q: 3 clusters Score -6567364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -6567348.000000 Penalty: 3515.353760
	Iteration 47Q: 3 clusters Score -6567348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -6567343.000000 Penalty: 3515.353760
	Iteration 48Q: 3 clusters Score -6567343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6567350.500000 Penalty: 3515.353760
	Iteration 49Q: 3 clusters Score -6567350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6567359.500000 Penalty: 3515.353760
	Iteration 50Q: 3 clusters Score -6567360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -6567373.000000 Penalty: 3515.353760
	Iteration 51Q: 3 clusters Score -6567373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -6567375.000000 Penalty: 3515.353760
	Iteration 52Q: 3 clusters Score -6567375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -6567377.000000 Penalty: 3515.353760
	Iteration 53Q: 3 clusters Score -6567377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -6567405.500000 Penalty: 3515.353760
	Iteration 54Q: 3 clusters Score -6567406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -6567391.000000 Penalty: 3515.353760
	Iteration 55Q: 3 clusters Score -6567391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -6567404.000000 Penalty: 3515.353760
	Iteration 56Q: 3 clusters Score -6567404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6567422.500000 Penalty: 3515.353760
	Iteration 57Q: 3 clusters Score -6567422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -6567412.500000 Penalty: 3515.353760
	Iteration 58Q: 3 clusters Score -6567412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -6567403.000000 Penalty: 3515.353760
	Iteration 59Q: 3 clusters Score -6567403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -6567407.500000 Penalty: 3515.353760
	Iteration 60F: 3 clusters Score -6567408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -6567396.500000 Penalty: 3515.353760
	Iteration 61Q: 3 clusters Score -6567396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -6567402.500000 Penalty: 3515.353760
	Iteration 62Q: 3 clusters Score -6567402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -6567408.500000 Penalty: 3515.353760
	Iteration 63Q: 3 clusters Score -6567408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -6567409.000000 Penalty: 3515.353760
	Iteration 64Q: 3 clusters Score -6567409 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -6567428.500000 Penalty: 3515.353760
	Iteration 65Q: 3 clusters Score -6567428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -6567425.000000 Penalty: 3515.353760
	Iteration 66Q: 3 clusters Score -6567425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -6567434.000000 Penalty: 3515.353760
	Iteration 67Q: 3 clusters Score -6567434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -6567432.500000 Penalty: 3515.353760
	Iteration 68Q: 3 clusters Score -6567432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -6567441.500000 Penalty: 3515.353760
	Iteration 69Q: 3 clusters Score -6567442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -6567452.500000 Penalty: 3515.353760
	Iteration 70Q: 3 clusters Score -6567452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -6567454.000000 Penalty: 3515.353760
	Iteration 71Q: 3 clusters Score -6567454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -6567455.500000 Penalty: 3515.353760
	Iteration 72Q: 3 clusters Score -6567456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -6567444.000000 Penalty: 3515.353760
	Iteration 73Q: 3 clusters Score -6567444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -6567452.000000 Penalty: 3515.353760
	Iteration 74Q: 3 clusters Score -6567452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -6567463.500000 Penalty: 3515.353760
	Iteration 75Q: 3 clusters Score -6567464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -6567458.500000 Penalty: 3515.353760
	Iteration 76Q: 3 clusters Score -6567458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -6567466.000000 Penalty: 3515.353760
	Iteration 77Q: 3 clusters Score -6567466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -6567461.000000 Penalty: 3515.353760
	Iteration 78Q: 3 clusters Score -6567461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -6567461.000000 Penalty: 3515.353760
	Iteration 79Q: 3 clusters Score -6567461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -6567450.500000 Penalty: 3515.353760
	Iteration 80F: 3 clusters Score -6567450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -6567461.000000 Penalty: 3515.353760
	Iteration 81Q: 3 clusters Score -6567461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -6567453.000000 Penalty: 3515.353760
	Iteration 82Q: 3 clusters Score -6567453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -6567464.500000 Penalty: 3515.353760
	Iteration 83Q: 3 clusters Score -6567464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -6567456.000000 Penalty: 3515.353760
	Iteration 84Q: 3 clusters Score -6567456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -6567454.500000 Penalty: 3515.353760
	Iteration 85Q: 3 clusters Score -6567454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -6567456.500000 Penalty: 3515.353760
	Iteration 86Q: 3 clusters Score -6567456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6567457.000000 Penalty: 3515.353760
	Iteration 87Q: 3 clusters Score -6567457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -6567445.500000 Penalty: 3515.353760
	Iteration 88Q: 3 clusters Score -6567446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6567462.500000 Penalty: 3515.353760
	Iteration 89Q: 3 clusters Score -6567462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -6567466.000000 Penalty: 3515.353760
	Iteration 90Q: 3 clusters Score -6567466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6567474.500000 Penalty: 3515.353760
	Iteration 91Q: 3 clusters Score -6567474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -6567492.000000 Penalty: 3515.353760
	Iteration 92Q: 3 clusters Score -6567492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -6567500.500000 Penalty: 3515.353760
	Iteration 93Q: 3 clusters Score -6567500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -6567509.000000 Penalty: 3515.353760
	Iteration 94Q: 3 clusters Score -6567509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -6567503.500000 Penalty: 3515.353760
	Iteration 95Q: 3 clusters Score -6567504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -6567507.000000 Penalty: 3515.353760
	Iteration 96Q: 3 clusters Score -6567507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -6567506.500000 Penalty: 3515.353760
	Iteration 97Q: 3 clusters Score -6567506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -6567512.500000 Penalty: 3515.353760
	Iteration 98Q: 3 clusters Score -6567512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -6567514.000000 Penalty: 3515.353760
	Iteration 99Q: 3 clusters Score -6567514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6567501.000000 Penalty: 3515.353760
	Iteration 100F: 3 clusters Score -6567501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6567509.500000 Penalty: 3515.353760
	Iteration 101Q: 3 clusters Score -6567510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -6567505.000000 Penalty: 3515.353760
	Iteration 102Q: 3 clusters Score -6567505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -6567506.500000 Penalty: 3515.353760
	Iteration 103Q: 3 clusters Score -6567506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -6567502.000000 Penalty: 3515.353760
	Iteration 104Q: 3 clusters Score -6567502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -6567500.500000 Penalty: 3515.353760
	Iteration 105Q: 3 clusters Score -6567500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -6567512.500000 Penalty: 3515.353760
	Iteration 106Q: 3 clusters Score -6567512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -6567516.500000 Penalty: 3515.353760
	Iteration 107Q: 3 clusters Score -6567516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -6567522.000000 Penalty: 3515.353760
	Iteration 108Q: 3 clusters Score -6567522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -6567515.500000 Penalty: 3515.353760
	Iteration 109Q: 3 clusters Score -6567516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -6567509.500000 Penalty: 3515.353760
	Iteration 110Q: 3 clusters Score -6567510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6567505.500000 Penalty: 3515.353760
	Iteration 111Q: 3 clusters Score -6567506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -6567513.000000 Penalty: 3515.353760
	Iteration 112Q: 3 clusters Score -6567513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -6567512.000000 Penalty: 3515.353760
	Iteration 113Q: 3 clusters Score -6567512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -6567509.000000 Penalty: 3515.353760
	Iteration 114Q: 3 clusters Score -6567509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -6567514.000000 Penalty: 3515.353760
	Iteration 115Q: 3 clusters Score -6567514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -6567517.500000 Penalty: 3515.353760
	Iteration 116Q: 3 clusters Score -6567518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -6567513.000000 Penalty: 3515.353760
	Iteration 117Q: 3 clusters Score -6567513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -6567510.000000 Penalty: 3515.353760
	Iteration 118Q: 3 clusters Score -6567510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -6567509.000000 Penalty: 3515.353760
	Iteration 119Q: 3 clusters Score -6567509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -6567517.000000 Penalty: 3515.353760
	Iteration 120F: 3 clusters Score -6567517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -6567519.500000 Penalty: 3515.353760
	Iteration 121Q: 3 clusters Score -6567520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6567513.500000 Penalty: 3515.353760
	Iteration 122Q: 3 clusters Score -6567514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -6567514.000000 Penalty: 3515.353760
	Iteration 123Q: 3 clusters Score -6567514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6567520.500000 Penalty: 3515.353760
	Iteration 124Q: 3 clusters Score -6567520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6567512.000000 Penalty: 3515.353760
	Iteration 125Q: 3 clusters Score -6567512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -6567507.000000 Penalty: 3515.353760
	Iteration 126Q: 3 clusters Score -6567507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -6567508.500000 Penalty: 3515.353760
	Iteration 127Q: 3 clusters Score -6567508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -6567514.500000 Penalty: 3515.353760
	Iteration 128Q: 3 clusters Score -6567514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -6567516.000000 Penalty: 3515.353760
	Iteration 129Q: 3 clusters Score -6567516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -6567521.000000 Penalty: 3515.353760
	Iteration 130Q: 3 clusters Score -6567521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -6567520.000000 Penalty: 3515.353760
	Iteration 131Q: 3 clusters Score -6567520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -6567520.500000 Penalty: 3515.353760
	Iteration 132Q: 3 clusters Score -6567520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -6567520.500000 Penalty: 3515.353760
	Iteration 133F: 3 clusters Score -6567520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 42002 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 81920 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 88 members 
Mstep: Class 40 contains 366 members 
Mstep: Class 41 contains 7833 members 
Entering Unmasked Estep 
Score: -127759848.000000 Penalty: 92049.632812
Splitting cluster 24 changes total score from -127757184.000000 to -127759848.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -361636.906250 Penalty: 1300.274658
	Iteration 0F: 2 clusters Score -361636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -359037.656250 Penalty: 2600.549316
	Iteration 0F: 3 clusters Score -359037.7 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -359811.687500 Penalty: 2600.549316
	Iteration 1F: 3 clusters Score -359811.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -360088.750000 Penalty: 2600.549316
	Iteration 2F: 3 clusters Score -360088.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -360317.406250 Penalty: 2600.549316
	Iteration 3F: 3 clusters Score -360317.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -360494.562500 Penalty: 2600.549316
	Iteration 4F: 3 clusters Score -360494.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -360639.531250 Penalty: 2600.549316
	Iteration 5F: 3 clusters Score -360639.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -360755.312500 Penalty: 2600.549316
	Iteration 6Q: 3 clusters Score -360755.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -360833.937500 Penalty: 2600.549316
	Iteration 7Q: 3 clusters Score -360833.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -360871.718750 Penalty: 2600.549316
	Iteration 8Q: 3 clusters Score -360871.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -360895.125000 Penalty: 2600.549316
	Iteration 9Q: 3 clusters Score -360895.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -360914.812500 Penalty: 2600.549316
	Iteration 10Q: 3 clusters Score -360914.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -360927.312500 Penalty: 2600.549316
	Iteration 11Q: 3 clusters Score -360927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -360933.406250 Penalty: 2600.549316
	Iteration 12Q: 3 clusters Score -360933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -360945.250000 Penalty: 2600.549316
	Iteration 13Q: 3 clusters Score -360945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -360952.250000 Penalty: 2600.549316
	Iteration 14Q: 3 clusters Score -360952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -360955.406250 Penalty: 2600.549316
	Iteration 15Q: 3 clusters Score -360955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -360957.750000 Penalty: 2600.549316
	Iteration 16Q: 3 clusters Score -360957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -360957.375000 Penalty: 2600.549316
	Iteration 17Q: 3 clusters Score -360957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -360958.375000 Penalty: 2600.549316
	Iteration 18Q: 3 clusters Score -360958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -360961.125000 Penalty: 2600.549316
	Iteration 19Q: 3 clusters Score -360961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -360963.093750 Penalty: 2600.549316
	Iteration 20F: 3 clusters Score -360963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -360965.125000 Penalty: 2600.549316
	Iteration 21Q: 3 clusters Score -360965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -360966.375000 Penalty: 2600.549316
	Iteration 22Q: 3 clusters Score -360966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -360967.562500 Penalty: 2600.549316
	Iteration 23Q: 3 clusters Score -360967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -360967.843750 Penalty: 2600.549316
	Iteration 24Q: 3 clusters Score -360967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -360968.375000 Penalty: 2600.549316
	Iteration 25Q: 3 clusters Score -360968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -360968.375000 Penalty: 2600.549316
	Iteration 26F: 3 clusters Score -360968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -18356.841797 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -18356.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17657.458984 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -17657.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17859.119141 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -17859.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17914.941406 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -17914.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17953.314453 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -17953.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17978.023438 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -17978.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17986.007812 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -17986.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17989.847656 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -17989.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17993.054688 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -17993.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18001.650391 Penalty: 1739.353882
	Iteration 8Q: 3 clusters Score -18001.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18015.220703 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -18015.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18017.712891 Penalty: 1739.353882
	Iteration 10Q: 3 clusters Score -18017.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18017.712891 Penalty: 1739.353882
	Iteration 11F: 3 clusters Score -18017.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Entering Unmasked Estep 
Score: -6158461.500000 Penalty: 1754.718628
	Iteration 0F: 2 clusters Score -6158462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6125772.000000 Penalty: 3509.437256
	Iteration 0F: 3 clusters Score -6125772 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6138380.500000 Penalty: 3509.437256
	Iteration 1F: 3 clusters Score -6138380 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -6138762.000000 Penalty: 3509.437256
	Iteration 2Q: 3 clusters Score -6138762 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6139184.000000 Penalty: 3509.437256
	Iteration 3Q: 3 clusters Score -6139184 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -6139573.500000 Penalty: 3509.437256
	Iteration 4Q: 3 clusters Score -6139574 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -6139938.500000 Penalty: 3509.437256
	Iteration 5Q: 3 clusters Score -6139938 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -6140380.000000 Penalty: 3509.437256
	Iteration 6Q: 3 clusters Score -6140380 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -6141010.500000 Penalty: 3509.437256
	Iteration 7Q: 3 clusters Score -6141010 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6142056.500000 Penalty: 3509.437256
	Iteration 8Q: 3 clusters Score -6142056 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -6143652.000000 Penalty: 3509.437256
	Iteration 9F: 3 clusters Score -6143652 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6146096.000000 Penalty: 3509.437256
	Iteration 10F: 3 clusters Score -6146096 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -6149481.500000 Penalty: 3509.437256
	Iteration 11F: 3 clusters Score -6149482 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6152870.500000 Penalty: 3509.437256
	Iteration 12F: 3 clusters Score -6152870 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6155180.000000 Penalty: 3509.437256
	Iteration 13Q: 3 clusters Score -6155180 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6156248.000000 Penalty: 3509.437256
	Iteration 14Q: 3 clusters Score -6156248 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6156600.500000 Penalty: 3509.437256
	Iteration 15Q: 3 clusters Score -6156600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6156750.500000 Penalty: 3509.437256
	Iteration 16Q: 3 clusters Score -6156750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6156826.500000 Penalty: 3509.437256
	Iteration 17Q: 3 clusters Score -6156826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6156861.500000 Penalty: 3509.437256
	Iteration 18Q: 3 clusters Score -6156862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6156874.000000 Penalty: 3509.437256
	Iteration 19Q: 3 clusters Score -6156874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6156883.000000 Penalty: 3509.437256
	Iteration 20F: 3 clusters Score -6156883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6156888.500000 Penalty: 3509.437256
	Iteration 21Q: 3 clusters Score -6156888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6156905.500000 Penalty: 3509.437256
	Iteration 22Q: 3 clusters Score -6156906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6156911.500000 Penalty: 3509.437256
	Iteration 23Q: 3 clusters Score -6156912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6156913.500000 Penalty: 3509.437256
	Iteration 24Q: 3 clusters Score -6156914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6156916.500000 Penalty: 3509.437256
	Iteration 25Q: 3 clusters Score -6156916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6156916.500000 Penalty: 3509.437256
	Iteration 26F: 3 clusters Score -6156916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (79251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Entering Unmasked Estep 
Score: -10443223.000000 Penalty: 1833.061035
	Iteration 0F: 2 clusters Score -1.044322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -10394948.000000 Penalty: 3666.122070
	Iteration 0F: 3 clusters Score -1.039495e+07 nChanged 37563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -10417834.000000 Penalty: 3666.122070
	Iteration 1F: 3 clusters Score -1.041783e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -10420172.000000 Penalty: 3666.122070
	Iteration 2F: 3 clusters Score -1.042017e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -10423689.000000 Penalty: 3666.122070
	Iteration 3F: 3 clusters Score -1.042369e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -10428075.000000 Penalty: 3666.122070
	Iteration 4F: 3 clusters Score -1.042808e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -10433179.000000 Penalty: 3666.122070
	Iteration 5F: 3 clusters Score -1.043318e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -10437540.000000 Penalty: 3666.122070
	Iteration 6F: 3 clusters Score -1.043754e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -10440329.000000 Penalty: 3666.122070
	Iteration 7F: 3 clusters Score -1.044033e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -10441429.000000 Penalty: 3666.122070
	Iteration 8Q: 3 clusters Score -1.044143e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -10441884.000000 Penalty: 3666.122070
	Iteration 9Q: 3 clusters Score -1.044188e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -10442022.000000 Penalty: 3666.122070
	Iteration 10Q: 3 clusters Score -1.044202e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -10442062.000000 Penalty: 3666.122070
	Iteration 11Q: 3 clusters Score -1.044206e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -10442006.000000 Penalty: 3666.122070
	Iteration 12Q: 3 clusters Score -1.044201e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -10442041.000000 Penalty: 3666.122070
	Iteration 13Q: 3 clusters Score -1.044204e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -10441989.000000 Penalty: 3666.122070
	Iteration 14Q: 3 clusters Score -1.044199e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -10441946.000000 Penalty: 3666.122070
	Iteration 15Q: 3 clusters Score -1.044195e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -10441931.000000 Penalty: 3666.122070
	Iteration 16Q: 3 clusters Score -1.044193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -10441921.000000 Penalty: 3666.122070
	Iteration 17Q: 3 clusters Score -1.044192e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -10441915.000000 Penalty: 3666.122070
	Iteration 18Q: 3 clusters Score -1.044192e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -10441917.000000 Penalty: 3666.122070
	Iteration 19Q: 3 clusters Score -1.044192e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -10441899.000000 Penalty: 3666.122070
	Iteration 20F: 3 clusters Score -1.04419e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -10441880.000000 Penalty: 3666.122070
	Iteration 21Q: 3 clusters Score -1.044188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -10441873.000000 Penalty: 3666.122070
	Iteration 22Q: 3 clusters Score -1.044187e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -10441873.000000 Penalty: 3666.122070
	Iteration 23Q: 3 clusters Score -1.044187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -10441886.000000 Penalty: 3666.122070
	Iteration 24Q: 3 clusters Score -1.044189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -10441908.000000 Penalty: 3666.122070
	Iteration 25Q: 3 clusters Score -1.044191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -10441913.000000 Penalty: 3666.122070
	Iteration 26Q: 3 clusters Score -1.044191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10441902.000000 Penalty: 3666.122070
	Iteration 27Q: 3 clusters Score -1.04419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -10441907.000000 Penalty: 3666.122070
	Iteration 28Q: 3 clusters Score -1.044191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -10441910.000000 Penalty: 3666.122070
	Iteration 29Q: 3 clusters Score -1.044191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -10441905.000000 Penalty: 3666.122070
	Iteration 30Q: 3 clusters Score -1.04419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -10441906.000000 Penalty: 3666.122070
	Iteration 31Q: 3 clusters Score -1.044191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -10441896.000000 Penalty: 3666.122070
	Iteration 32Q: 3 clusters Score -1.04419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -10441903.000000 Penalty: 3666.122070
	Iteration 33Q: 3 clusters Score -1.04419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -10441900.000000 Penalty: 3666.122070
	Iteration 34Q: 3 clusters Score -1.04419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -10441898.000000 Penalty: 3666.122070
	Iteration 35Q: 3 clusters Score -1.04419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -10441897.000000 Penalty: 3666.122070
	Iteration 36Q: 3 clusters Score -1.04419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -10441896.000000 Penalty: 3666.122070
	Iteration 37Q: 3 clusters Score -1.04419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -10441910.000000 Penalty: 3666.122070
	Iteration 38Q: 3 clusters Score -1.044191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -10441913.000000 Penalty: 3666.122070
	Iteration 39Q: 3 clusters Score -1.044191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -10441911.000000 Penalty: 3666.122070
	Iteration 40F: 3 clusters Score -1.044191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -10441910.000000 Penalty: 3666.122070
	Iteration 41Q: 3 clusters Score -1.044191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -10441910.000000 Penalty: 3666.122070
	Iteration 42F: 3 clusters Score -1.044191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -540145.500000 Penalty: 1360.740112
	Iteration 0F: 2 clusters Score -540145.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -536541.250000 Penalty: 2721.480225
	Iteration 0F: 3 clusters Score -536541.2 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -537612.687500 Penalty: 2721.480225
	Iteration 1F: 3 clusters Score -537612.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -537914.312500 Penalty: 2721.480225
	Iteration 2F: 3 clusters Score -537914.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -538259.062500 Penalty: 2721.480225
	Iteration 3F: 3 clusters Score -538259.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -538649.750000 Penalty: 2721.480225
	Iteration 4F: 3 clusters Score -538649.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -539102.250000 Penalty: 2721.480225
	Iteration 5F: 3 clusters Score -539102.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -539610.312500 Penalty: 2721.480225
	Iteration 6F: 3 clusters Score -539610.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -540003.000000 Penalty: 2721.480225
	Iteration 7F: 3 clusters Score -540003 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -540187.250000 Penalty: 2721.480225
	Iteration 8Q: 3 clusters Score -540187.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -540266.312500 Penalty: 2721.480225
	Iteration 9Q: 3 clusters Score -540266.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -540292.375000 Penalty: 2721.480225
	Iteration 10Q: 3 clusters Score -540292.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -540299.625000 Penalty: 2721.480225
	Iteration 11Q: 3 clusters Score -540299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -540302.687500 Penalty: 2721.480225
	Iteration 12Q: 3 clusters Score -540302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -540305.687500 Penalty: 2721.480225
	Iteration 13Q: 3 clusters Score -540305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -540308.312500 Penalty: 2721.480225
	Iteration 14Q: 3 clusters Score -540308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -540311.250000 Penalty: 2721.480225
	Iteration 15Q: 3 clusters Score -540311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -540311.687500 Penalty: 2721.480225
	Iteration 16Q: 3 clusters Score -540311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -540312.750000 Penalty: 2721.480225
	Iteration 17Q: 3 clusters Score -540312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -540312.750000 Penalty: 2721.480225
	Iteration 18F: 3 clusters Score -540312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 42002 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 2440 members 
Mstep: Class 31 contains 81920 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 88 members 
Mstep: Class 40 contains 366 members 
Mstep: Class 41 contains 7833 members 
Mstep: Class 42 contains 1892 members 
Entering Unmasked Estep 
Score: -127758864.000000 Penalty: 94294.750000
Splitting cluster 30 changes total score from -127757184.000000 to -127758864.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (81920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Entering Unmasked Estep 
Score: -10878299.000000 Penalty: 1838.443481
	Iteration 0F: 2 clusters Score -1.08783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -10827898.000000 Penalty: 3676.886963
	Iteration 0F: 3 clusters Score -1.08279e+07 nChanged 38855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -10849763.000000 Penalty: 3676.886963
	Iteration 1F: 3 clusters Score -1.084976e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -10850491.000000 Penalty: 3676.886963
	Iteration 2Q: 3 clusters Score -1.085049e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10851228.000000 Penalty: 3676.886963
	Iteration 3Q: 3 clusters Score -1.085123e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10852262.000000 Penalty: 3676.886963
	Iteration 4Q: 3 clusters Score -1.085226e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -10853515.000000 Penalty: 3676.886963
	Iteration 5Q: 3 clusters Score -1.085352e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -10855088.000000 Penalty: 3676.886963
	Iteration 6Q: 3 clusters Score -1.085509e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -10857246.000000 Penalty: 3676.886963
	Iteration 7F: 3 clusters Score -1.085725e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -10860205.000000 Penalty: 3676.886963
	Iteration 8F: 3 clusters Score -1.08602e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -10863545.000000 Penalty: 3676.886963
	Iteration 9F: 3 clusters Score -1.086354e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -10866290.000000 Penalty: 3676.886963
	Iteration 10F: 3 clusters Score -1.086629e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -10867584.000000 Penalty: 3676.886963
	Iteration 11Q: 3 clusters Score -1.086758e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -10868040.000000 Penalty: 3676.886963
	Iteration 12Q: 3 clusters Score -1.086804e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -10868331.000000 Penalty: 3676.886963
	Iteration 13Q: 3 clusters Score -1.086833e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -10868646.000000 Penalty: 3676.886963
	Iteration 14Q: 3 clusters Score -1.086865e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -10868959.000000 Penalty: 3676.886963
	Iteration 15Q: 3 clusters Score -1.086896e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -10869372.000000 Penalty: 3676.886963
	Iteration 16Q: 3 clusters Score -1.086937e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -10869780.000000 Penalty: 3676.886963
	Iteration 17Q: 3 clusters Score -1.086978e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -10870348.000000 Penalty: 3676.886963
	Iteration 18Q: 3 clusters Score -1.087035e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -10871088.000000 Penalty: 3676.886963
	Iteration 19Q: 3 clusters Score -1.087109e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -10871833.000000 Penalty: 3676.886963
	Iteration 20F: 3 clusters Score -1.087183e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -10872726.000000 Penalty: 3676.886963
	Iteration 21Q: 3 clusters Score -1.087273e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -10873694.000000 Penalty: 3676.886963
	Iteration 22Q: 3 clusters Score -1.087369e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -10874548.000000 Penalty: 3676.886963
	Iteration 23Q: 3 clusters Score -1.087455e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -10875418.000000 Penalty: 3676.886963
	Iteration 24Q: 3 clusters Score -1.087542e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -10876199.000000 Penalty: 3676.886963
	Iteration 25Q: 3 clusters Score -1.08762e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -10876840.000000 Penalty: 3676.886963
	Iteration 26Q: 3 clusters Score -1.087684e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -10877359.000000 Penalty: 3676.886963
	Iteration 27Q: 3 clusters Score -1.087736e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -10877777.000000 Penalty: 3676.886963
	Iteration 28Q: 3 clusters Score -1.087778e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -10878021.000000 Penalty: 3676.886963
	Iteration 29Q: 3 clusters Score -1.087802e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -10878207.000000 Penalty: 3676.886963
	Iteration 30Q: 3 clusters Score -1.087821e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -10878345.000000 Penalty: 3676.886963
	Iteration 31Q: 3 clusters Score -1.087834e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -10878459.000000 Penalty: 3676.886963
	Iteration 32Q: 3 clusters Score -1.087846e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -10878505.000000 Penalty: 3676.886963
	Iteration 33Q: 3 clusters Score -1.08785e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -10878520.000000 Penalty: 3676.886963
	Iteration 34Q: 3 clusters Score -1.087852e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -10878527.000000 Penalty: 3676.886963
	Iteration 35Q: 3 clusters Score -1.087853e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -10878504.000000 Penalty: 3676.886963
	Iteration 36Q: 3 clusters Score -1.08785e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -10878543.000000 Penalty: 3676.886963
	Iteration 37Q: 3 clusters Score -1.087854e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -10878548.000000 Penalty: 3676.886963
	Iteration 38Q: 3 clusters Score -1.087855e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -10878544.000000 Penalty: 3676.886963
	Iteration 39Q: 3 clusters Score -1.087854e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -10878558.000000 Penalty: 3676.886963
	Iteration 40F: 3 clusters Score -1.087856e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -10878516.000000 Penalty: 3676.886963
	Iteration 41Q: 3 clusters Score -1.087852e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -10878545.000000 Penalty: 3676.886963
	Iteration 42Q: 3 clusters Score -1.087854e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -10878534.000000 Penalty: 3676.886963
	Iteration 43Q: 3 clusters Score -1.087853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -10878535.000000 Penalty: 3676.886963
	Iteration 44Q: 3 clusters Score -1.087854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -10878535.000000 Penalty: 3676.886963
	Iteration 45Q: 3 clusters Score -1.087854e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -10878539.000000 Penalty: 3676.886963
	Iteration 46Q: 3 clusters Score -1.087854e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -10878569.000000 Penalty: 3676.886963
	Iteration 47Q: 3 clusters Score -1.087857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -10878558.000000 Penalty: 3676.886963
	Iteration 48Q: 3 clusters Score -1.087856e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -10878556.000000 Penalty: 3676.886963
	Iteration 49Q: 3 clusters Score -1.087856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -10878555.000000 Penalty: 3676.886963
	Iteration 50Q: 3 clusters Score -1.087856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -10878552.000000 Penalty: 3676.886963
	Iteration 51Q: 3 clusters Score -1.087855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -10878574.000000 Penalty: 3676.886963
	Iteration 52Q: 3 clusters Score -1.087857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -10878575.000000 Penalty: 3676.886963
	Iteration 53Q: 3 clusters Score -1.087858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -10878575.000000 Penalty: 3676.886963
	Iteration 54Q: 3 clusters Score -1.087858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -10878569.000000 Penalty: 3676.886963
	Iteration 55Q: 3 clusters Score -1.087857e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -10878558.000000 Penalty: 3676.886963
	Iteration 56Q: 3 clusters Score -1.087856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -10878554.000000 Penalty: 3676.886963
	Iteration 57Q: 3 clusters Score -1.087855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -10878552.000000 Penalty: 3676.886963
	Iteration 58Q: 3 clusters Score -1.087855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -10878542.000000 Penalty: 3676.886963
	Iteration 59Q: 3 clusters Score -1.087854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -10878530.000000 Penalty: 3676.886963
	Iteration 60F: 3 clusters Score -1.087853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -10878524.000000 Penalty: 3676.886963
	Iteration 61Q: 3 clusters Score -1.087852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -10878510.000000 Penalty: 3676.886963
	Iteration 62Q: 3 clusters Score -1.087851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -10878510.000000 Penalty: 3676.886963
	Iteration 63Q: 3 clusters Score -1.087851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -10878510.000000 Penalty: 3676.886963
	Iteration 64Q: 3 clusters Score -1.087851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -10878513.000000 Penalty: 3676.886963
	Iteration 65Q: 3 clusters Score -1.087851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -10878513.000000 Penalty: 3676.886963
	Iteration 66F: 3 clusters Score -1.087851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 42002 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 2440 members 
Mstep: Class 31 contains 28013 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 88 members 
Mstep: Class 40 contains 366 members 
Mstep: Class 41 contains 7833 members 
Mstep: Class 42 contains 1892 members 
Mstep: Class 43 contains 53907 members 
Entering Unmasked Estep 
Score: -127758992.000000 Penalty: 96539.859375
Splitting cluster 31 changes total score from -127757184.000000 to -127758992.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 32 (60646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Entering Unmasked Estep 
Score: -8057773.500000 Penalty: 1789.581421
	Iteration 0F: 2 clusters Score -8057774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -8017723.500000 Penalty: 3579.162842
	Iteration 0F: 3 clusters Score -8017724 nChanged 28532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -8033684.000000 Penalty: 3579.162842
	Iteration 1F: 3 clusters Score -8033684 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -8034176.000000 Penalty: 3579.162842
	Iteration 2Q: 3 clusters Score -8034176 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -8034826.500000 Penalty: 3579.162842
	Iteration 3Q: 3 clusters Score -8034826 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -8035844.000000 Penalty: 3579.162842
	Iteration 4Q: 3 clusters Score -8035844 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -8037554.000000 Penalty: 3579.162842
	Iteration 5F: 3 clusters Score -8037554 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8040814.500000 Penalty: 3579.162842
	Iteration 6F: 3 clusters Score -8040814 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -8045699.500000 Penalty: 3579.162842
	Iteration 7F: 3 clusters Score -8045700 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -8050799.000000 Penalty: 3579.162842
	Iteration 8F: 3 clusters Score -8050799 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -8054104.000000 Penalty: 3579.162842
	Iteration 9F: 3 clusters Score -8054104 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -8055449.500000 Penalty: 3579.162842
	Iteration 10Q: 3 clusters Score -8055450 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -8055891.500000 Penalty: 3579.162842
	Iteration 11Q: 3 clusters Score -8055892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -8056063.000000 Penalty: 3579.162842
	Iteration 12Q: 3 clusters Score -8056063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -8056126.500000 Penalty: 3579.162842
	Iteration 13Q: 3 clusters Score -8056126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -8056152.500000 Penalty: 3579.162842
	Iteration 14Q: 3 clusters Score -8056152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -8056175.000000 Penalty: 3579.162842
	Iteration 15Q: 3 clusters Score -8056175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -8056178.500000 Penalty: 3579.162842
	Iteration 16Q: 3 clusters Score -8056178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -8056178.500000 Penalty: 3579.162842
	Iteration 17Q: 3 clusters Score -8056178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -8056181.000000 Penalty: 3579.162842
	Iteration 18Q: 3 clusters Score -8056181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -8056186.000000 Penalty: 3579.162842
	Iteration 19Q: 3 clusters Score -8056186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -8056195.000000 Penalty: 3579.162842
	Iteration 20F: 3 clusters Score -8056195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8056212.000000 Penalty: 3579.162842
	Iteration 21Q: 3 clusters Score -8056212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -8056216.500000 Penalty: 3579.162842
	Iteration 22Q: 3 clusters Score -8056216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -8056221.000000 Penalty: 3579.162842
	Iteration 23Q: 3 clusters Score -8056221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -8056220.000000 Penalty: 3579.162842
	Iteration 24Q: 3 clusters Score -8056220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8056223.000000 Penalty: 3579.162842
	Iteration 25Q: 3 clusters Score -8056223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -8056226.000000 Penalty: 3579.162842
	Iteration 26Q: 3 clusters Score -8056226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -8056226.000000 Penalty: 3579.162842
	Iteration 27F: 3 clusters Score -8056226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -349748.656250 Penalty: 1286.599609
	Iteration 0F: 2 clusters Score -349748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -347190.187500 Penalty: 2573.199219
	Iteration 0F: 3 clusters Score -347190.2 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347741.406250 Penalty: 2573.199219
	Iteration 1F: 3 clusters Score -347741.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -347860.500000 Penalty: 2573.199219
	Iteration 2F: 3 clusters Score -347860.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -347928.093750 Penalty: 2573.199219
	Iteration 3Q: 3 clusters Score -347928.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -347969.812500 Penalty: 2573.199219
	Iteration 4Q: 3 clusters Score -347969.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -348016.968750 Penalty: 2573.199219
	Iteration 5Q: 3 clusters Score -348017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -348053.437500 Penalty: 2573.199219
	Iteration 6Q: 3 clusters Score -348053.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -348082.718750 Penalty: 2573.199219
	Iteration 7Q: 3 clusters Score -348082.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -348110.625000 Penalty: 2573.199219
	Iteration 8Q: 3 clusters Score -348110.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -348132.812500 Penalty: 2573.199219
	Iteration 9Q: 3 clusters Score -348132.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -348151.656250 Penalty: 2573.199219
	Iteration 10Q: 3 clusters Score -348151.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -348174.125000 Penalty: 2573.199219
	Iteration 11Q: 3 clusters Score -348174.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -348193.750000 Penalty: 2573.199219
	Iteration 12Q: 3 clusters Score -348193.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -348216.437500 Penalty: 2573.199219
	Iteration 13Q: 3 clusters Score -348216.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -348246.343750 Penalty: 2573.199219
	Iteration 14Q: 3 clusters Score -348246.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -348280.750000 Penalty: 2573.199219
	Iteration 15Q: 3 clusters Score -348280.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -348313.750000 Penalty: 2573.199219
	Iteration 16Q: 3 clusters Score -348313.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -348340.468750 Penalty: 2573.199219
	Iteration 17Q: 3 clusters Score -348340.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -348370.843750 Penalty: 2573.199219
	Iteration 18Q: 3 clusters Score -348370.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -348401.562500 Penalty: 2573.199219
	Iteration 19Q: 3 clusters Score -348401.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -348436.218750 Penalty: 2573.199219
	Iteration 20F: 3 clusters Score -348436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -348463.062500 Penalty: 2573.199219
	Iteration 21Q: 3 clusters Score -348463.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -348498.125000 Penalty: 2573.199219
	Iteration 22Q: 3 clusters Score -348498.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -348538.031250 Penalty: 2573.199219
	Iteration 23Q: 3 clusters Score -348538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -348560.343750 Penalty: 2573.199219
	Iteration 24Q: 3 clusters Score -348560.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -348581.937500 Penalty: 2573.199219
	Iteration 25Q: 3 clusters Score -348581.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -348602.250000 Penalty: 2573.199219
	Iteration 26Q: 3 clusters Score -348602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -348616.875000 Penalty: 2573.199219
	Iteration 27Q: 3 clusters Score -348616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -348622.312500 Penalty: 2573.199219
	Iteration 28Q: 3 clusters Score -348622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -348626.687500 Penalty: 2573.199219
	Iteration 29Q: 3 clusters Score -348626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -348630.281250 Penalty: 2573.199219
	Iteration 30Q: 3 clusters Score -348630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -348630.250000 Penalty: 2573.199219
	Iteration 31Q: 3 clusters Score -348630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -348633.093750 Penalty: 2573.199219
	Iteration 32Q: 3 clusters Score -348633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -348632.906250 Penalty: 2573.199219
	Iteration 33Q: 3 clusters Score -348632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -348635.281250 Penalty: 2573.199219
	Iteration 34Q: 3 clusters Score -348635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -348636.875000 Penalty: 2573.199219
	Iteration 35Q: 3 clusters Score -348636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -348638.625000 Penalty: 2573.199219
	Iteration 36Q: 3 clusters Score -348638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -348639.218750 Penalty: 2573.199219
	Iteration 37Q: 3 clusters Score -348639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -348640.687500 Penalty: 2573.199219
	Iteration 38Q: 3 clusters Score -348640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -348643.906250 Penalty: 2573.199219
	Iteration 39Q: 3 clusters Score -348643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -348646.593750 Penalty: 2573.199219
	Iteration 40F: 3 clusters Score -348646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -348647.156250 Penalty: 2573.199219
	Iteration 41Q: 3 clusters Score -348647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -348648.156250 Penalty: 2573.199219
	Iteration 42Q: 3 clusters Score -348648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -348648.750000 Penalty: 2573.199219
	Iteration 43Q: 3 clusters Score -348648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -348648.750000 Penalty: 2573.199219
	Iteration 44F: 3 clusters Score -348648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -580915.125000 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -580915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -577077.500000 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -577077.5 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -578215.875000 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -578215.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -578420.375000 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -578420.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -578557.500000 Penalty: 2749.427246
	Iteration 3F: 3 clusters Score -578557.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -578684.750000 Penalty: 2749.427246
	Iteration 4Q: 3 clusters Score -578684.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -578769.562500 Penalty: 2749.427246
	Iteration 5Q: 3 clusters Score -578769.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -578832.625000 Penalty: 2749.427246
	Iteration 6Q: 3 clusters Score -578832.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -578888.500000 Penalty: 2749.427246
	Iteration 7Q: 3 clusters Score -578888.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -578936.437500 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -578936.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -578975.250000 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -578975.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -579024.625000 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -579024.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -579072.750000 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -579072.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -579109.250000 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -579109.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -579144.500000 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -579144.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -579168.375000 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -579168.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -579186.250000 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -579186.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -579203.500000 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -579203.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -579217.562500 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -579217.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -579235.125000 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -579235.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -579252.062500 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -579252.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -579268.312500 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -579268.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -579288.250000 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -579288.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -579309.375000 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -579309.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -579330.812500 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -579330.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -579348.062500 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -579348.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -579370.812500 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -579370.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -579390.812500 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -579390.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -579416.312500 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -579416.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -579439.937500 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -579439.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -579469.750000 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -579469.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -579488.562500 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -579488.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -579501.437500 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -579501.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -579519.750000 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -579519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -579543.437500 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -579543.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -579563.687500 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -579563.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -579578.812500 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -579578.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -579600.000000 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -579600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -579621.500000 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -579621.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -579634.062500 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -579634.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -579648.187500 Penalty: 2749.427246
	Iteration 39Q: 3 clusters Score -579648.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -579657.687500 Penalty: 2749.427246
	Iteration 40F: 3 clusters Score -579657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -579666.687500 Penalty: 2749.427246
	Iteration 41Q: 3 clusters Score -579666.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -579672.812500 Penalty: 2749.427246
	Iteration 42Q: 3 clusters Score -579672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -579675.625000 Penalty: 2749.427246
	Iteration 43Q: 3 clusters Score -579675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -579678.062500 Penalty: 2749.427246
	Iteration 44Q: 3 clusters Score -579678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -579678.625000 Penalty: 2749.427246
	Iteration 45Q: 3 clusters Score -579678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -579679.250000 Penalty: 2749.427246
	Iteration 46Q: 3 clusters Score -579679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -579679.562500 Penalty: 2749.427246
	Iteration 47Q: 3 clusters Score -579679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -579680.500000 Penalty: 2749.427246
	Iteration 48Q: 3 clusters Score -579680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -579679.937500 Penalty: 2749.427246
	Iteration 49Q: 3 clusters Score -579679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -579681.500000 Penalty: 2749.427246
	Iteration 50Q: 3 clusters Score -579681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -579681.500000 Penalty: 2749.427246
	Iteration 51F: 3 clusters Score -579681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -350737.031250 Penalty: 1283.612427
	Iteration 0F: 2 clusters Score -350737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -348139.875000 Penalty: 2567.224854
	Iteration 0F: 3 clusters Score -348139.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -348698.250000 Penalty: 2567.224854
	Iteration 1F: 3 clusters Score -348698.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -348867.937500 Penalty: 2567.224854
	Iteration 2F: 3 clusters Score -348867.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -349056.968750 Penalty: 2567.224854
	Iteration 3F: 3 clusters Score -349057 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -349221.000000 Penalty: 2567.224854
	Iteration 4F: 3 clusters Score -349221 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -349336.437500 Penalty: 2567.224854
	Iteration 5Q: 3 clusters Score -349336.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349444.437500 Penalty: 2567.224854
	Iteration 6Q: 3 clusters Score -349444.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349535.812500 Penalty: 2567.224854
	Iteration 7Q: 3 clusters Score -349535.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -349619.812500 Penalty: 2567.224854
	Iteration 8Q: 3 clusters Score -349619.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -349679.812500 Penalty: 2567.224854
	Iteration 9Q: 3 clusters Score -349679.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -349734.656250 Penalty: 2567.224854
	Iteration 10Q: 3 clusters Score -349734.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -349772.343750 Penalty: 2567.224854
	Iteration 11Q: 3 clusters Score -349772.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -349809.250000 Penalty: 2567.224854
	Iteration 12Q: 3 clusters Score -349809.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -349840.375000 Penalty: 2567.224854
	Iteration 13Q: 3 clusters Score -349840.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -349867.531250 Penalty: 2567.224854
	Iteration 14Q: 3 clusters Score -349867.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -349882.406250 Penalty: 2567.224854
	Iteration 15Q: 3 clusters Score -349882.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -349893.125000 Penalty: 2567.224854
	Iteration 16Q: 3 clusters Score -349893.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -349903.187500 Penalty: 2567.224854
	Iteration 17Q: 3 clusters Score -349903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -349908.781250 Penalty: 2567.224854
	Iteration 18Q: 3 clusters Score -349908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -349912.031250 Penalty: 2567.224854
	Iteration 19Q: 3 clusters Score -349912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -349914.250000 Penalty: 2567.224854
	Iteration 20F: 3 clusters Score -349914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -349915.906250 Penalty: 2567.224854
	Iteration 21Q: 3 clusters Score -349915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -349916.562500 Penalty: 2567.224854
	Iteration 22Q: 3 clusters Score -349916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -349917.593750 Penalty: 2567.224854
	Iteration 23Q: 3 clusters Score -349917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -349918.531250 Penalty: 2567.224854
	Iteration 24Q: 3 clusters Score -349918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -349918.968750 Penalty: 2567.224854
	Iteration 25Q: 3 clusters Score -349919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -349918.968750 Penalty: 2567.224854
	Iteration 26F: 3 clusters Score -349919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1265283.000000 Penalty: 1507.111938
	Iteration 0F: 2 clusters Score -1265283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1257741.750000 Penalty: 3014.223877
	Iteration 0F: 3 clusters Score -1257742 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1260581.500000 Penalty: 3014.223877
	Iteration 1F: 3 clusters Score -1260582 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1261170.500000 Penalty: 3014.223877
	Iteration 2F: 3 clusters Score -1261170 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1261689.000000 Penalty: 3014.223877
	Iteration 3F: 3 clusters Score -1261689 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1262095.750000 Penalty: 3014.223877
	Iteration 4F: 3 clusters Score -1262096 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1262434.375000 Penalty: 3014.223877
	Iteration 5F: 3 clusters Score -1262434 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1262735.000000 Penalty: 3014.223877
	Iteration 6Q: 3 clusters Score -1262735 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1262920.250000 Penalty: 3014.223877
	Iteration 7Q: 3 clusters Score -1262920 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1263032.500000 Penalty: 3014.223877
	Iteration 8Q: 3 clusters Score -1263032 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1263120.750000 Penalty: 3014.223877
	Iteration 9Q: 3 clusters Score -1263121 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1263194.500000 Penalty: 3014.223877
	Iteration 10Q: 3 clusters Score -1263194 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1263238.875000 Penalty: 3014.223877
	Iteration 11Q: 3 clusters Score -1263239 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1263267.125000 Penalty: 3014.223877
	Iteration 12Q: 3 clusters Score -1263267 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1263289.125000 Penalty: 3014.223877
	Iteration 13Q: 3 clusters Score -1263289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1263318.500000 Penalty: 3014.223877
	Iteration 14Q: 3 clusters Score -1263318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1263348.125000 Penalty: 3014.223877
	Iteration 15Q: 3 clusters Score -1263348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1263368.000000 Penalty: 3014.223877
	Iteration 16Q: 3 clusters Score -1263368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1263388.000000 Penalty: 3014.223877
	Iteration 17Q: 3 clusters Score -1263388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1263397.750000 Penalty: 3014.223877
	Iteration 18Q: 3 clusters Score -1263398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1263415.375000 Penalty: 3014.223877
	Iteration 19Q: 3 clusters Score -1263415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1263439.125000 Penalty: 3014.223877
	Iteration 20F: 3 clusters Score -1263439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1263468.250000 Penalty: 3014.223877
	Iteration 21Q: 3 clusters Score -1263468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1263503.125000 Penalty: 3014.223877
	Iteration 22Q: 3 clusters Score -1263503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1263536.750000 Penalty: 3014.223877
	Iteration 23Q: 3 clusters Score -1263537 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1263572.500000 Penalty: 3014.223877
	Iteration 24Q: 3 clusters Score -1263572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1263613.625000 Penalty: 3014.223877
	Iteration 25Q: 3 clusters Score -1263614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1263663.125000 Penalty: 3014.223877
	Iteration 26Q: 3 clusters Score -1263663 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1263713.375000 Penalty: 3014.223877
	Iteration 27Q: 3 clusters Score -1263713 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1263767.625000 Penalty: 3014.223877
	Iteration 28Q: 3 clusters Score -1263768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1263827.375000 Penalty: 3014.223877
	Iteration 29Q: 3 clusters Score -1263827 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1263889.750000 Penalty: 3014.223877
	Iteration 30Q: 3 clusters Score -1263890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1263958.125000 Penalty: 3014.223877
	Iteration 31Q: 3 clusters Score -1263958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1264031.375000 Penalty: 3014.223877
	Iteration 32Q: 3 clusters Score -1264031 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1264102.250000 Penalty: 3014.223877
	Iteration 33Q: 3 clusters Score -1264102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1264187.125000 Penalty: 3014.223877
	Iteration 34Q: 3 clusters Score -1264187 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1264284.625000 Penalty: 3014.223877
	Iteration 35Q: 3 clusters Score -1264285 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1264398.500000 Penalty: 3014.223877
	Iteration 36Q: 3 clusters Score -1264398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1264513.000000 Penalty: 3014.223877
	Iteration 37Q: 3 clusters Score -1264513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1264614.000000 Penalty: 3014.223877
	Iteration 38Q: 3 clusters Score -1264614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1264665.125000 Penalty: 3014.223877
	Iteration 39Q: 3 clusters Score -1264665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1264689.875000 Penalty: 3014.223877
	Iteration 40F: 3 clusters Score -1264690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1264708.500000 Penalty: 3014.223877
	Iteration 41Q: 3 clusters Score -1264708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1264730.875000 Penalty: 3014.223877
	Iteration 42Q: 3 clusters Score -1264731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1264740.375000 Penalty: 3014.223877
	Iteration 43Q: 3 clusters Score -1264740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1264748.500000 Penalty: 3014.223877
	Iteration 44Q: 3 clusters Score -1264748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1264759.750000 Penalty: 3014.223877
	Iteration 45Q: 3 clusters Score -1264760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1264765.125000 Penalty: 3014.223877
	Iteration 46Q: 3 clusters Score -1264765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1264770.875000 Penalty: 3014.223877
	Iteration 47Q: 3 clusters Score -1264771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1264779.000000 Penalty: 3014.223877
	Iteration 48Q: 3 clusters Score -1264779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1264787.875000 Penalty: 3014.223877
	Iteration 49Q: 3 clusters Score -1264788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1264792.750000 Penalty: 3014.223877
	Iteration 50Q: 3 clusters Score -1264793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1264799.000000 Penalty: 3014.223877
	Iteration 51Q: 3 clusters Score -1264799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1264799.000000 Penalty: 3014.223877
	Iteration 52Q: 3 clusters Score -1264799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1264802.000000 Penalty: 3014.223877
	Iteration 53Q: 3 clusters Score -1264802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1264802.375000 Penalty: 3014.223877
	Iteration 54Q: 3 clusters Score -1264802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1264803.625000 Penalty: 3014.223877
	Iteration 55Q: 3 clusters Score -1264804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1264802.250000 Penalty: 3014.223877
	Iteration 56Q: 3 clusters Score -1264802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1264803.250000 Penalty: 3014.223877
	Iteration 57Q: 3 clusters Score -1264803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1264803.250000 Penalty: 3014.223877
	Iteration 58F: 3 clusters Score -1264803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -518731.781250 Penalty: 1344.831421
	Iteration 0F: 2 clusters Score -518731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -515419.343750 Penalty: 2689.662842
	Iteration 0F: 3 clusters Score -515419.3 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -516306.562500 Penalty: 2689.662842
	Iteration 1F: 3 clusters Score -516306.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -516522.281250 Penalty: 2689.662842
	Iteration 2F: 3 clusters Score -516522.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -516682.625000 Penalty: 2689.662842
	Iteration 3F: 3 clusters Score -516682.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -516812.156250 Penalty: 2689.662842
	Iteration 4Q: 3 clusters Score -516812.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -516932.375000 Penalty: 2689.662842
	Iteration 5Q: 3 clusters Score -516932.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -517042.468750 Penalty: 2689.662842
	Iteration 6Q: 3 clusters Score -517042.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -517123.656250 Penalty: 2689.662842
	Iteration 7Q: 3 clusters Score -517123.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -517204.125000 Penalty: 2689.662842
	Iteration 8Q: 3 clusters Score -517204.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -517281.781250 Penalty: 2689.662842
	Iteration 9Q: 3 clusters Score -517281.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -517332.031250 Penalty: 2689.662842
	Iteration 10Q: 3 clusters Score -517332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -517371.593750 Penalty: 2689.662842
	Iteration 11Q: 3 clusters Score -517371.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -517396.250000 Penalty: 2689.662842
	Iteration 12Q: 3 clusters Score -517396.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -517418.031250 Penalty: 2689.662842
	Iteration 13Q: 3 clusters Score -517418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517431.843750 Penalty: 2689.662842
	Iteration 14Q: 3 clusters Score -517431.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -517443.437500 Penalty: 2689.662842
	Iteration 15Q: 3 clusters Score -517443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -517455.937500 Penalty: 2689.662842
	Iteration 16Q: 3 clusters Score -517455.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -517465.968750 Penalty: 2689.662842
	Iteration 17Q: 3 clusters Score -517466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -517473.687500 Penalty: 2689.662842
	Iteration 18Q: 3 clusters Score -517473.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -517478.375000 Penalty: 2689.662842
	Iteration 19Q: 3 clusters Score -517478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -517481.781250 Penalty: 2689.662842
	Iteration 20F: 3 clusters Score -517481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -517485.750000 Penalty: 2689.662842
	Iteration 21Q: 3 clusters Score -517485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -517490.375000 Penalty: 2689.662842
	Iteration 22Q: 3 clusters Score -517490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -517492.593750 Penalty: 2689.662842
	Iteration 23Q: 3 clusters Score -517492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -517496.718750 Penalty: 2689.662842
	Iteration 24Q: 3 clusters Score -517496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -517498.281250 Penalty: 2689.662842
	Iteration 25Q: 3 clusters Score -517498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -517500.156250 Penalty: 2689.662842
	Iteration 26Q: 3 clusters Score -517500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -517501.000000 Penalty: 2689.662842
	Iteration 27Q: 3 clusters Score -517501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -517501.531250 Penalty: 2689.662842
	Iteration 28Q: 3 clusters Score -517501.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -517505.218750 Penalty: 2689.662842
	Iteration 29Q: 3 clusters Score -517505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -517508.031250 Penalty: 2689.662842
	Iteration 30Q: 3 clusters Score -517508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -517508.718750 Penalty: 2689.662842
	Iteration 31Q: 3 clusters Score -517508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -517509.625000 Penalty: 2689.662842
	Iteration 32Q: 3 clusters Score -517509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -517510.531250 Penalty: 2689.662842
	Iteration 33Q: 3 clusters Score -517510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -517510.531250 Penalty: 2689.662842
	Iteration 34F: 3 clusters Score -517510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -65794.476562 Penalty: 1044.829468
	Iteration 0F: 2 clusters Score -65794.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64625.828125 Penalty: 2089.658936
	Iteration 0F: 3 clusters Score -64625.83 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64840.910156 Penalty: 2089.658936
	Iteration 1F: 3 clusters Score -64840.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64921.972656 Penalty: 2089.658936
	Iteration 2F: 3 clusters Score -64921.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64959.945312 Penalty: 2089.658936
	Iteration 3Q: 3 clusters Score -64959.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64982.816406 Penalty: 2089.658936
	Iteration 4Q: 3 clusters Score -64982.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65001.808594 Penalty: 2089.658936
	Iteration 5Q: 3 clusters Score -65001.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65034.242188 Penalty: 2089.658936
	Iteration 6Q: 3 clusters Score -65034.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65059.304688 Penalty: 2089.658936
	Iteration 7Q: 3 clusters Score -65059.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65066.453125 Penalty: 2089.658936
	Iteration 8Q: 3 clusters Score -65066.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65073.210938 Penalty: 2089.658936
	Iteration 9Q: 3 clusters Score -65073.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65081.578125 Penalty: 2089.658936
	Iteration 10Q: 3 clusters Score -65081.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65085.972656 Penalty: 2089.658936
	Iteration 11Q: 3 clusters Score -65085.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65098.253906 Penalty: 2089.658936
	Iteration 12Q: 3 clusters Score -65098.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65107.117188 Penalty: 2089.658936
	Iteration 13Q: 3 clusters Score -65107.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65109.925781 Penalty: 2089.658936
	Iteration 14Q: 3 clusters Score -65109.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65110.378906 Penalty: 2089.658936
	Iteration 15Q: 3 clusters Score -65110.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65110.746094 Penalty: 2089.658936
	Iteration 16Q: 3 clusters Score -65110.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65110.746094 Penalty: 2089.658936
	Iteration 17F: 3 clusters Score -65110.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 22741 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 87029 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48675 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 66704 members 
Mstep: Class 11 contains 73446 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 79290 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 73622 members 
Mstep: Class 24 contains 42002 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 79251 members 
Mstep: Class 30 contains 2440 members 
Mstep: Class 31 contains 28013 members 
Mstep: Class 32 contains 60646 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1910.045898 but Gain 2245.109375
Score: -127762872.000000 Penalty: 94294.750000
Iteration 159Q: 43 clusters Score -1.277629e+08 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 5731 members 
Mstep: Class 3 contains 22801 members 
Mstep: Class 4 contains 11130 members 
Mstep: Class 5 contains 89662 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 48669 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 42273 members 
Mstep: Class 10 contains 66560 members 
Mstep: Class 11 contains 73517 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 26059 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 14578 members 
Mstep: Class 17 contains 79769 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 40 members 
Mstep: Class 23 contains 73651 members 
Mstep: Class 24 contains 41854 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 17163 members 
Mstep: Class 28 contains 49153 members 
Mstep: Class 29 contains 77079 members 
Mstep: Class 30 contains 2488 members 
Mstep: Class 31 contains 28609 members 
Mstep: Class 32 contains 60831 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4727 members 
Mstep: Class 35 contains 2678 members 
Mstep: Class 36 contains 11064 members 
Mstep: Class 37 contains 3917 members 
Mstep: Class 38 contains 622 members 
Mstep: Class 39 contains 87 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 7608 members 
Mstep: Class 42 contains 1820 members 
Mstep: Class 43 contains 52661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2129.350342 but Gain 2245.117188
Score: -127765488.000000 Penalty: 92049.632812
Iteration 160F: 42 clusters Score -1.277655e+08 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 10839 members 
Mstep: Class 5 contains 91961 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 48107 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 42016 members 
Mstep: Class 10 contains 66246 members 
Mstep: Class 11 contains 73551 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 25866 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 14242 members 
Mstep: Class 17 contains 79797 members 
Mstep: Class 18 contains 19619 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 23 contains 73606 members 
Mstep: Class 24 contains 41673 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 17603 members 
Mstep: Class 28 contains 48822 members 
Mstep: Class 29 contains 74937 members 
Mstep: Class 30 contains 2469 members 
Mstep: Class 31 contains 28829 members 
Mstep: Class 32 contains 60922 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4726 members 
Mstep: Class 35 contains 2664 members 
Mstep: Class 36 contains 11036 members 
Mstep: Class 37 contains 3913 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 458 members 
Mstep: Class 41 contains 7878 members 
Mstep: Class 42 contains 1927 members 
Mstep: Class 43 contains 54442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767464.000000 Penalty: 92049.632812
Iteration 161Q: 42 clusters Score -1.277675e+08 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 22713 members 
Mstep: Class 4 contains 10559 members 
Mstep: Class 5 contains 93955 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 47560 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 41562 members 
Mstep: Class 10 contains 65986 members 
Mstep: Class 11 contains 73703 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 7060 members 
Mstep: Class 14 contains 25677 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 13907 members 
Mstep: Class 17 contains 79852 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 8032 members 
Mstep: Class 23 contains 73493 members 
Mstep: Class 24 contains 41585 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 218 members 
Mstep: Class 27 contains 17950 members 
Mstep: Class 28 contains 48560 members 
Mstep: Class 29 contains 72967 members 
Mstep: Class 30 contains 2458 members 
Mstep: Class 31 contains 29283 members 
Mstep: Class 32 contains 61059 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4727 members 
Mstep: Class 35 contains 2651 members 
Mstep: Class 36 contains 11012 members 
Mstep: Class 37 contains 3914 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 99 members 
Mstep: Class 40 contains 517 members 
Mstep: Class 41 contains 7996 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 56035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768328.000000 Penalty: 92049.632812
Iteration 162Q: 42 clusters Score -1.277683e+08 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 22713 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 95683 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 46941 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 10 contains 65816 members 
Mstep: Class 11 contains 73921 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 25497 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 79854 members 
Mstep: Class 18 contains 19348 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 7990 members 
Mstep: Class 23 contains 73359 members 
Mstep: Class 24 contains 41507 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18198 members 
Mstep: Class 28 contains 48359 members 
Mstep: Class 29 contains 71167 members 
Mstep: Class 30 contains 2457 members 
Mstep: Class 31 contains 29780 members 
Mstep: Class 32 contains 61176 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4732 members 
Mstep: Class 35 contains 2635 members 
Mstep: Class 36 contains 10999 members 
Mstep: Class 37 contains 3904 members 
Mstep: Class 38 contains 626 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 552 members 
Mstep: Class 41 contains 8056 members 
Mstep: Class 42 contains 2053 members 
Mstep: Class 43 contains 57779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769000.000000 Penalty: 92049.632812
Iteration 163Q: 42 clusters Score -1.27769e+08 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 5532 members 
Mstep: Class 3 contains 22718 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 97132 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 46433 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 40384 members 
Mstep: Class 10 contains 65675 members 
Mstep: Class 11 contains 74117 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 25329 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 13286 members 
Mstep: Class 17 contains 79888 members 
Mstep: Class 18 contains 19260 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 23 contains 73272 members 
Mstep: Class 24 contains 41453 members 
Mstep: Class 25 contains 2981 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18382 members 
Mstep: Class 28 contains 48210 members 
Mstep: Class 29 contains 69589 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 30230 members 
Mstep: Class 32 contains 61283 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 2610 members 
Mstep: Class 36 contains 10977 members 
Mstep: Class 37 contains 3895 members 
Mstep: Class 38 contains 626 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 576 members 
Mstep: Class 41 contains 8071 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 59338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769152.000000 Penalty: 92049.632812
Iteration 164Q: 42 clusters Score -1.277692e+08 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 22746 members 
Mstep: Class 4 contains 9908 members 
Mstep: Class 5 contains 98329 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 46087 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 40117 members 
Mstep: Class 10 contains 65546 members 
Mstep: Class 11 contains 74357 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 25187 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 13013 members 
Mstep: Class 17 contains 79895 members 
Mstep: Class 18 contains 19190 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 7989 members 
Mstep: Class 23 contains 73194 members 
Mstep: Class 24 contains 41398 members 
Mstep: Class 25 contains 2979 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18524 members 
Mstep: Class 28 contains 48088 members 
Mstep: Class 29 contains 68255 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 30486 members 
Mstep: Class 32 contains 61354 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 10941 members 
Mstep: Class 37 contains 3878 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 595 members 
Mstep: Class 41 contains 8069 members 
Mstep: Class 42 contains 2148 members 
Mstep: Class 43 contains 60477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769192.000000 Penalty: 92049.632812
Iteration 165Q: 42 clusters Score -1.277692e+08 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 22766 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 99380 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 45848 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 40041 members 
Mstep: Class 10 contains 65411 members 
Mstep: Class 11 contains 74535 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 7016 members 
Mstep: Class 14 contains 25068 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 79925 members 
Mstep: Class 18 contains 19121 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 8025 members 
Mstep: Class 23 contains 73117 members 
Mstep: Class 24 contains 41335 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18640 members 
Mstep: Class 28 contains 47986 members 
Mstep: Class 29 contains 67034 members 
Mstep: Class 30 contains 2457 members 
Mstep: Class 31 contains 30611 members 
Mstep: Class 32 contains 61474 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 2548 members 
Mstep: Class 36 contains 10896 members 
Mstep: Class 37 contains 3864 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 625 members 
Mstep: Class 41 contains 8061 members 
Mstep: Class 42 contains 2186 members 
Mstep: Class 43 contains 61361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769032.000000 Penalty: 92049.632812
Iteration 166Q: 42 clusters Score -1.27769e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 5497 members 
Mstep: Class 3 contains 22799 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 5 contains 100104 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 45647 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 39962 members 
Mstep: Class 10 contains 65287 members 
Mstep: Class 11 contains 74693 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 13 contains 7011 members 
Mstep: Class 14 contains 24965 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 12486 members 
Mstep: Class 17 contains 80018 members 
Mstep: Class 18 contains 19076 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 23 contains 73022 members 
Mstep: Class 24 contains 41248 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18637 members 
Mstep: Class 28 contains 47895 members 
Mstep: Class 29 contains 66226 members 
Mstep: Class 30 contains 2461 members 
Mstep: Class 31 contains 30797 members 
Mstep: Class 32 contains 61581 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 2535 members 
Mstep: Class 36 contains 10863 members 
Mstep: Class 37 contains 3845 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 636 members 
Mstep: Class 41 contains 8049 members 
Mstep: Class 42 contains 2221 members 
Mstep: Class 43 contains 62160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768720.000000 Penalty: 92049.632812
Iteration 167Q: 42 clusters Score -1.277687e+08 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 9544 members 
Mstep: Class 5 contains 100585 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 45427 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 39881 members 
Mstep: Class 10 contains 65177 members 
Mstep: Class 11 contains 74781 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 7006 members 
Mstep: Class 14 contains 24887 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 80084 members 
Mstep: Class 18 contains 19046 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 23 contains 72903 members 
Mstep: Class 24 contains 41187 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18545 members 
Mstep: Class 28 contains 47813 members 
Mstep: Class 29 contains 65717 members 
Mstep: Class 30 contains 2462 members 
Mstep: Class 31 contains 30988 members 
Mstep: Class 32 contains 61675 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 8036 members 
Mstep: Class 42 contains 2257 members 
Mstep: Class 43 contains 62990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769024.000000 Penalty: 92049.632812
Iteration 168Q: 42 clusters Score -1.27769e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22861 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 100939 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 45183 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 39793 members 
Mstep: Class 10 contains 65087 members 
Mstep: Class 11 contains 74816 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 7004 members 
Mstep: Class 14 contains 24823 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 12024 members 
Mstep: Class 17 contains 80150 members 
Mstep: Class 18 contains 19016 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 8082 members 
Mstep: Class 23 contains 72753 members 
Mstep: Class 24 contains 41109 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18405 members 
Mstep: Class 28 contains 47721 members 
Mstep: Class 29 contains 65380 members 
Mstep: Class 30 contains 2465 members 
Mstep: Class 31 contains 31183 members 
Mstep: Class 32 contains 61790 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 2528 members 
Mstep: Class 36 contains 10795 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 649 members 
Mstep: Class 41 contains 8015 members 
Mstep: Class 42 contains 2298 members 
Mstep: Class 43 contains 63877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769096.000000 Penalty: 92049.632812
Iteration 169Q: 42 clusters Score -1.277691e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 22889 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 101166 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 44960 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 39717 members 
Mstep: Class 10 contains 65028 members 
Mstep: Class 11 contains 74870 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 24764 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 80248 members 
Mstep: Class 18 contains 19012 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 23 contains 72603 members 
Mstep: Class 24 contains 41016 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18259 members 
Mstep: Class 28 contains 47665 members 
Mstep: Class 29 contains 65123 members 
Mstep: Class 30 contains 2467 members 
Mstep: Class 31 contains 31300 members 
Mstep: Class 32 contains 61913 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4744 members 
Mstep: Class 35 contains 2525 members 
Mstep: Class 36 contains 10773 members 
Mstep: Class 37 contains 3805 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 650 members 
Mstep: Class 41 contains 7989 members 
Mstep: Class 42 contains 2331 members 
Mstep: Class 43 contains 64738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768936.000000 Penalty: 92049.632812
Iteration 170Q: 42 clusters Score -1.277689e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 22910 members 
Mstep: Class 4 contains 9179 members 
Mstep: Class 5 contains 101392 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 44774 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 39655 members 
Mstep: Class 10 contains 64964 members 
Mstep: Class 11 contains 74937 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 24708 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 80336 members 
Mstep: Class 18 contains 19012 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 8114 members 
Mstep: Class 23 contains 72445 members 
Mstep: Class 24 contains 40950 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 18120 members 
Mstep: Class 28 contains 47587 members 
Mstep: Class 29 contains 64909 members 
Mstep: Class 30 contains 2468 members 
Mstep: Class 31 contains 31417 members 
Mstep: Class 32 contains 61980 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4745 members 
Mstep: Class 35 contains 2519 members 
Mstep: Class 36 contains 10764 members 
Mstep: Class 37 contains 3793 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 651 members 
Mstep: Class 41 contains 7967 members 
Mstep: Class 42 contains 2362 members 
Mstep: Class 43 contains 65509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768696.000000 Penalty: 92049.632812
Iteration 171Q: 42 clusters Score -1.277687e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 22927 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 101584 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 44620 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 39552 members 
Mstep: Class 10 contains 64916 members 
Mstep: Class 11 contains 75057 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 7015 members 
Mstep: Class 14 contains 24668 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 17 contains 80453 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 23 contains 72270 members 
Mstep: Class 24 contains 40884 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17944 members 
Mstep: Class 28 contains 47526 members 
Mstep: Class 29 contains 64768 members 
Mstep: Class 30 contains 2467 members 
Mstep: Class 31 contains 31535 members 
Mstep: Class 32 contains 62015 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 2519 members 
Mstep: Class 36 contains 10746 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 652 members 
Mstep: Class 41 contains 7935 members 
Mstep: Class 42 contains 2395 members 
Mstep: Class 43 contains 66179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768936.000000 Penalty: 92049.632812
Iteration 172Q: 42 clusters Score -1.277689e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 22951 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 101727 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 44456 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 39501 members 
Mstep: Class 10 contains 64881 members 
Mstep: Class 11 contains 75148 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 24644 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 11320 members 
Mstep: Class 17 contains 80536 members 
Mstep: Class 18 contains 19003 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 23 contains 72146 members 
Mstep: Class 24 contains 40823 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17763 members 
Mstep: Class 28 contains 47499 members 
Mstep: Class 29 contains 64687 members 
Mstep: Class 30 contains 2469 members 
Mstep: Class 31 contains 31604 members 
Mstep: Class 32 contains 62037 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 10723 members 
Mstep: Class 37 contains 3758 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 652 members 
Mstep: Class 41 contains 7911 members 
Mstep: Class 42 contains 2421 members 
Mstep: Class 43 contains 66763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768928.000000 Penalty: 92049.632812
Iteration 173Q: 42 clusters Score -1.277689e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 4 contains 8905 members 
Mstep: Class 5 contains 101862 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 44316 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 39448 members 
Mstep: Class 10 contains 64852 members 
Mstep: Class 11 contains 75269 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 24629 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 80606 members 
Mstep: Class 18 contains 18981 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 23 contains 72024 members 
Mstep: Class 24 contains 40734 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17608 members 
Mstep: Class 28 contains 47462 members 
Mstep: Class 29 contains 64628 members 
Mstep: Class 30 contains 2469 members 
Mstep: Class 31 contains 31697 members 
Mstep: Class 32 contains 62042 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4750 members 
Mstep: Class 35 contains 2511 members 
Mstep: Class 36 contains 10709 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 653 members 
Mstep: Class 41 contains 7896 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 67295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768728.000000 Penalty: 92049.632812
Iteration 174Q: 42 clusters Score -1.277687e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 22976 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 101949 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 44197 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 39406 members 
Mstep: Class 10 contains 64819 members 
Mstep: Class 11 contains 75334 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 7004 members 
Mstep: Class 14 contains 24615 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 11049 members 
Mstep: Class 17 contains 80623 members 
Mstep: Class 18 contains 18983 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 23 contains 71935 members 
Mstep: Class 24 contains 40662 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17476 members 
Mstep: Class 28 contains 47429 members 
Mstep: Class 29 contains 64618 members 
Mstep: Class 30 contains 2472 members 
Mstep: Class 31 contains 31760 members 
Mstep: Class 32 contains 62069 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 3722 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 653 members 
Mstep: Class 41 contains 7880 members 
Mstep: Class 42 contains 2464 members 
Mstep: Class 43 contains 67822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768512.000000 Penalty: 92049.632812
Iteration 175Q: 42 clusters Score -1.277685e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 22987 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 102031 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 44075 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 39344 members 
Mstep: Class 10 contains 64790 members 
Mstep: Class 11 contains 75382 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 6997 members 
Mstep: Class 14 contains 24603 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 10915 members 
Mstep: Class 17 contains 80641 members 
Mstep: Class 18 contains 18985 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 8230 members 
Mstep: Class 23 contains 71851 members 
Mstep: Class 24 contains 40610 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17332 members 
Mstep: Class 28 contains 47389 members 
Mstep: Class 29 contains 64621 members 
Mstep: Class 30 contains 2472 members 
Mstep: Class 31 contains 31879 members 
Mstep: Class 32 contains 62087 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 10699 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 653 members 
Mstep: Class 41 contains 7856 members 
Mstep: Class 42 contains 2489 members 
Mstep: Class 43 contains 68330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768680.000000 Penalty: 92049.632812
Iteration 176Q: 42 clusters Score -1.277687e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23000 members 
Mstep: Class 4 contains 8621 members 
Mstep: Class 5 contains 102082 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 43909 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 39265 members 
Mstep: Class 10 contains 64764 members 
Mstep: Class 11 contains 75404 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6994 members 
Mstep: Class 14 contains 24586 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 10760 members 
Mstep: Class 17 contains 80668 members 
Mstep: Class 18 contains 18987 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 8244 members 
Mstep: Class 23 contains 71746 members 
Mstep: Class 24 contains 40558 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17204 members 
Mstep: Class 28 contains 47357 members 
Mstep: Class 29 contains 64669 members 
Mstep: Class 30 contains 2472 members 
Mstep: Class 31 contains 32050 members 
Mstep: Class 32 contains 62124 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 2519 members 
Mstep: Class 36 contains 10693 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 653 members 
Mstep: Class 41 contains 7831 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 68874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768480.000000 Penalty: 92049.632812
Iteration 177Q: 42 clusters Score -1.277685e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23015 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 102150 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 43717 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 39176 members 
Mstep: Class 10 contains 64723 members 
Mstep: Class 11 contains 75455 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 24579 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 10640 members 
Mstep: Class 17 contains 80700 members 
Mstep: Class 18 contains 18987 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 23 contains 71624 members 
Mstep: Class 24 contains 40498 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 17077 members 
Mstep: Class 28 contains 47329 members 
Mstep: Class 29 contains 64699 members 
Mstep: Class 30 contains 2472 members 
Mstep: Class 31 contains 32212 members 
Mstep: Class 32 contains 62143 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2522 members 
Mstep: Class 36 contains 10680 members 
Mstep: Class 37 contains 3672 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 653 members 
Mstep: Class 41 contains 7816 members 
Mstep: Class 42 contains 2544 members 
Mstep: Class 43 contains 69411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768208.000000 Penalty: 92049.632812
Iteration 178Q: 42 clusters Score -1.277682e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 23027 members 
Mstep: Class 4 contains 8423 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 43542 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 39039 members 
Mstep: Class 10 contains 64678 members 
Mstep: Class 11 contains 75469 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6991 members 
Mstep: Class 14 contains 24571 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 10538 members 
Mstep: Class 17 contains 80738 members 
Mstep: Class 18 contains 18999 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 23 contains 71514 members 
Mstep: Class 24 contains 40455 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16930 members 
Mstep: Class 28 contains 47293 members 
Mstep: Class 29 contains 64729 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 32385 members 
Mstep: Class 32 contains 62181 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2524 members 
Mstep: Class 36 contains 10670 members 
Mstep: Class 37 contains 3661 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 654 members 
Mstep: Class 41 contains 7797 members 
Mstep: Class 42 contains 2570 members 
Mstep: Class 43 contains 69921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768424.000000 Penalty: 92049.632812
Iteration 179Q: 42 clusters Score -1.277684e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 23048 members 
Mstep: Class 4 contains 8359 members 
Mstep: Class 5 contains 102316 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 43363 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 38921 members 
Mstep: Class 10 contains 64654 members 
Mstep: Class 11 contains 75498 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 24552 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 10429 members 
Mstep: Class 17 contains 80789 members 
Mstep: Class 18 contains 18997 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 23 contains 71401 members 
Mstep: Class 24 contains 40407 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16794 members 
Mstep: Class 28 contains 47245 members 
Mstep: Class 29 contains 64765 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 32568 members 
Mstep: Class 32 contains 62186 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4744 members 
Mstep: Class 35 contains 2527 members 
Mstep: Class 36 contains 10661 members 
Mstep: Class 37 contains 3650 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 100 members 
Mstep: Class 40 contains 655 members 
Mstep: Class 41 contains 7785 members 
Mstep: Class 42 contains 2599 members 
Mstep: Class 43 contains 70415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768256.000000 Penalty: 92049.632812
Iteration 180F: 42 clusters Score -1.277683e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 8284 members 
Mstep: Class 5 contains 102375 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 43187 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 38754 members 
Mstep: Class 10 contains 64634 members 
Mstep: Class 11 contains 75502 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6988 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 80834 members 
Mstep: Class 18 contains 19014 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 23 contains 71317 members 
Mstep: Class 24 contains 40368 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16652 members 
Mstep: Class 28 contains 47214 members 
Mstep: Class 29 contains 64809 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 32738 members 
Mstep: Class 32 contains 62195 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4745 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 10645 members 
Mstep: Class 37 contains 3642 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 673 members 
Mstep: Class 41 contains 7770 members 
Mstep: Class 42 contains 2626 members 
Mstep: Class 43 contains 70928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768424.000000 Penalty: 92049.632812
Iteration 181Q: 42 clusters Score -1.277684e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 102469 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 43032 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 38552 members 
Mstep: Class 10 contains 64623 members 
Mstep: Class 11 contains 75494 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6977 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 10237 members 
Mstep: Class 17 contains 80868 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 23 contains 71264 members 
Mstep: Class 24 contains 40321 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16506 members 
Mstep: Class 28 contains 47191 members 
Mstep: Class 29 contains 64830 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 32891 members 
Mstep: Class 32 contains 62216 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4743 members 
Mstep: Class 35 contains 2534 members 
Mstep: Class 36 contains 10636 members 
Mstep: Class 37 contains 3634 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 679 members 
Mstep: Class 41 contains 7747 members 
Mstep: Class 42 contains 2644 members 
Mstep: Class 43 contains 71479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768416.000000 Penalty: 92049.632812
Iteration 182Q: 42 clusters Score -1.277684e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23097 members 
Mstep: Class 4 contains 8104 members 
Mstep: Class 5 contains 102569 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42882 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 38352 members 
Mstep: Class 10 contains 64591 members 
Mstep: Class 11 contains 75531 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 24507 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 80917 members 
Mstep: Class 18 contains 19046 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 23 contains 71202 members 
Mstep: Class 24 contains 40261 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16347 members 
Mstep: Class 28 contains 47157 members 
Mstep: Class 29 contains 64871 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 33025 members 
Mstep: Class 32 contains 62230 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 10630 members 
Mstep: Class 37 contains 3624 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7737 members 
Mstep: Class 42 contains 2658 members 
Mstep: Class 43 contains 71993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768280.000000 Penalty: 92049.632812
Iteration 183Q: 42 clusters Score -1.277683e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23109 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 102631 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42712 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 38097 members 
Mstep: Class 10 contains 64566 members 
Mstep: Class 11 contains 75528 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 24494 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 80945 members 
Mstep: Class 18 contains 19045 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 23 contains 71114 members 
Mstep: Class 24 contains 40209 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16205 members 
Mstep: Class 28 contains 47139 members 
Mstep: Class 29 contains 64940 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 33176 members 
Mstep: Class 32 contains 62255 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 10628 members 
Mstep: Class 37 contains 3624 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 7719 members 
Mstep: Class 42 contains 2677 members 
Mstep: Class 43 contains 72604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767864.000000 Penalty: 92049.632812
Iteration 184Q: 42 clusters Score -1.277679e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 23111 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 102703 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 37869 members 
Mstep: Class 10 contains 64544 members 
Mstep: Class 11 contains 75486 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 24496 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 80964 members 
Mstep: Class 18 contains 19055 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 8302 members 
Mstep: Class 23 contains 71005 members 
Mstep: Class 24 contains 40146 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 16051 members 
Mstep: Class 28 contains 47112 members 
Mstep: Class 29 contains 65004 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 33348 members 
Mstep: Class 32 contains 62276 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 2536 members 
Mstep: Class 36 contains 10630 members 
Mstep: Class 37 contains 3618 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 693 members 
Mstep: Class 41 contains 7713 members 
Mstep: Class 42 contains 2688 members 
Mstep: Class 43 contains 73190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768072.000000 Penalty: 92049.632812
Iteration 185Q: 42 clusters Score -1.277681e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23122 members 
Mstep: Class 4 contains 7836 members 
Mstep: Class 5 contains 102756 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 37676 members 
Mstep: Class 10 contains 64525 members 
Mstep: Class 11 contains 75467 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9848 members 
Mstep: Class 17 contains 80954 members 
Mstep: Class 18 contains 19067 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 8318 members 
Mstep: Class 23 contains 70965 members 
Mstep: Class 24 contains 40062 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15899 members 
Mstep: Class 28 contains 47112 members 
Mstep: Class 29 contains 65080 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 33481 members 
Mstep: Class 32 contains 62287 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 2537 members 
Mstep: Class 36 contains 10630 members 
Mstep: Class 37 contains 3618 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 7710 members 
Mstep: Class 42 contains 2709 members 
Mstep: Class 43 contains 73722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767792.000000 Penalty: 92049.632812
Iteration 186Q: 42 clusters Score -1.277678e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23139 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 102810 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42397 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 37465 members 
Mstep: Class 10 contains 64517 members 
Mstep: Class 11 contains 75460 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9752 members 
Mstep: Class 17 contains 80929 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 23 contains 70948 members 
Mstep: Class 24 contains 39979 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15742 members 
Mstep: Class 28 contains 47102 members 
Mstep: Class 29 contains 65152 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 33625 members 
Mstep: Class 32 contains 62297 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4739 members 
Mstep: Class 35 contains 2538 members 
Mstep: Class 36 contains 10632 members 
Mstep: Class 37 contains 3620 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7704 members 
Mstep: Class 42 contains 2723 members 
Mstep: Class 43 contains 74203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767784.000000 Penalty: 92049.632812
Iteration 187Q: 42 clusters Score -1.277678e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23144 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 102862 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 37249 members 
Mstep: Class 10 contains 64495 members 
Mstep: Class 11 contains 75454 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 24493 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9638 members 
Mstep: Class 17 contains 80934 members 
Mstep: Class 18 contains 19094 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 8360 members 
Mstep: Class 23 contains 70899 members 
Mstep: Class 24 contains 39869 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15601 members 
Mstep: Class 28 contains 47101 members 
Mstep: Class 29 contains 65228 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 33750 members 
Mstep: Class 32 contains 62326 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4738 members 
Mstep: Class 35 contains 2538 members 
Mstep: Class 36 contains 10635 members 
Mstep: Class 37 contains 3622 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7697 members 
Mstep: Class 42 contains 2744 members 
Mstep: Class 43 contains 74728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767664.000000 Penalty: 92049.632812
Iteration 188Q: 42 clusters Score -1.277677e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23148 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 102880 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42253 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 37016 members 
Mstep: Class 10 contains 64477 members 
Mstep: Class 11 contains 75476 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 24489 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9529 members 
Mstep: Class 17 contains 80931 members 
Mstep: Class 18 contains 19121 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 23 contains 70842 members 
Mstep: Class 24 contains 39771 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15481 members 
Mstep: Class 28 contains 47111 members 
Mstep: Class 29 contains 65328 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 33878 members 
Mstep: Class 32 contains 62341 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4739 members 
Mstep: Class 35 contains 2542 members 
Mstep: Class 36 contains 10637 members 
Mstep: Class 37 contains 3620 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7691 members 
Mstep: Class 42 contains 2761 members 
Mstep: Class 43 contains 75220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767576.000000 Penalty: 92049.632812
Iteration 189Q: 42 clusters Score -1.277676e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 23157 members 
Mstep: Class 4 contains 7425 members 
Mstep: Class 5 contains 102915 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42222 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 36801 members 
Mstep: Class 10 contains 64450 members 
Mstep: Class 11 contains 75471 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 24479 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9429 members 
Mstep: Class 17 contains 80947 members 
Mstep: Class 18 contains 19131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 8347 members 
Mstep: Class 23 contains 70776 members 
Mstep: Class 24 contains 39670 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15360 members 
Mstep: Class 28 contains 47131 members 
Mstep: Class 29 contains 65429 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 33988 members 
Mstep: Class 32 contains 62370 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 2547 members 
Mstep: Class 36 contains 10642 members 
Mstep: Class 37 contains 3620 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7684 members 
Mstep: Class 42 contains 2782 members 
Mstep: Class 43 contains 75684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767504.000000 Penalty: 92049.632812
Iteration 190Q: 42 clusters Score -1.277675e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23177 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 102982 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42184 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 36619 members 
Mstep: Class 10 contains 64434 members 
Mstep: Class 11 contains 75428 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 24466 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 80946 members 
Mstep: Class 18 contains 19128 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 8346 members 
Mstep: Class 23 contains 70758 members 
Mstep: Class 24 contains 39588 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15235 members 
Mstep: Class 28 contains 47147 members 
Mstep: Class 29 contains 65490 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 34069 members 
Mstep: Class 32 contains 62400 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 2551 members 
Mstep: Class 36 contains 10648 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7673 members 
Mstep: Class 42 contains 2796 members 
Mstep: Class 43 contains 76154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767192.000000 Penalty: 92049.632812
Iteration 191Q: 42 clusters Score -1.277672e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23198 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 103025 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42147 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 36488 members 
Mstep: Class 10 contains 64411 members 
Mstep: Class 11 contains 75395 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 24459 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9242 members 
Mstep: Class 17 contains 80956 members 
Mstep: Class 18 contains 19138 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 8357 members 
Mstep: Class 23 contains 70753 members 
Mstep: Class 24 contains 39499 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15121 members 
Mstep: Class 28 contains 47156 members 
Mstep: Class 29 contains 65561 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 34115 members 
Mstep: Class 32 contains 62437 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4744 members 
Mstep: Class 35 contains 2548 members 
Mstep: Class 36 contains 10645 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 7666 members 
Mstep: Class 42 contains 2814 members 
Mstep: Class 43 contains 76546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767472.000000 Penalty: 92049.632812
Iteration 192Q: 42 clusters Score -1.277675e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23203 members 
Mstep: Class 4 contains 7106 members 
Mstep: Class 5 contains 103052 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42099 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 36381 members 
Mstep: Class 10 contains 64408 members 
Mstep: Class 11 contains 75385 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6942 members 
Mstep: Class 14 contains 24459 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 80974 members 
Mstep: Class 18 contains 19150 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 8369 members 
Mstep: Class 23 contains 70772 members 
Mstep: Class 24 contains 39397 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 15007 members 
Mstep: Class 28 contains 47160 members 
Mstep: Class 29 contains 65618 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 34196 members 
Mstep: Class 32 contains 62473 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 2539 members 
Mstep: Class 36 contains 10641 members 
Mstep: Class 37 contains 3614 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 7656 members 
Mstep: Class 42 contains 2826 members 
Mstep: Class 43 contains 76886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767336.000000 Penalty: 92049.632812
Iteration 193Q: 42 clusters Score -1.277673e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23197 members 
Mstep: Class 4 contains 7030 members 
Mstep: Class 5 contains 103077 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42039 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 36271 members 
Mstep: Class 10 contains 64402 members 
Mstep: Class 11 contains 75363 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6935 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 80992 members 
Mstep: Class 18 contains 19159 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 23 contains 70781 members 
Mstep: Class 24 contains 39283 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14914 members 
Mstep: Class 28 contains 47153 members 
Mstep: Class 29 contains 65678 members 
Mstep: Class 30 contains 2480 members 
Mstep: Class 31 contains 34360 members 
Mstep: Class 32 contains 62532 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2540 members 
Mstep: Class 36 contains 10640 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 7643 members 
Mstep: Class 42 contains 2839 members 
Mstep: Class 43 contains 77159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766832.000000 Penalty: 92049.632812
Iteration 194Q: 42 clusters Score -1.277668e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23203 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 103138 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42026 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 36178 members 
Mstep: Class 10 contains 64390 members 
Mstep: Class 11 contains 75355 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6935 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8943 members 
Mstep: Class 17 contains 80991 members 
Mstep: Class 18 contains 19181 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 8388 members 
Mstep: Class 23 contains 70765 members 
Mstep: Class 24 contains 39194 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14804 members 
Mstep: Class 28 contains 47139 members 
Mstep: Class 29 contains 65715 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 34534 members 
Mstep: Class 32 contains 62555 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 2536 members 
Mstep: Class 36 contains 10638 members 
Mstep: Class 37 contains 3613 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7626 members 
Mstep: Class 42 contains 2850 members 
Mstep: Class 43 contains 77381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766856.000000 Penalty: 92049.632812
Iteration 195Q: 42 clusters Score -1.277669e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23215 members 
Mstep: Class 4 contains 6882 members 
Mstep: Class 5 contains 103183 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 42000 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 36106 members 
Mstep: Class 10 contains 64363 members 
Mstep: Class 11 contains 75339 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6932 members 
Mstep: Class 14 contains 24435 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8873 members 
Mstep: Class 17 contains 80986 members 
Mstep: Class 18 contains 19198 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 8405 members 
Mstep: Class 23 contains 70738 members 
Mstep: Class 24 contains 39084 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14703 members 
Mstep: Class 28 contains 47124 members 
Mstep: Class 29 contains 65757 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 34671 members 
Mstep: Class 32 contains 62615 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 10645 members 
Mstep: Class 37 contains 3617 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7620 members 
Mstep: Class 42 contains 2861 members 
Mstep: Class 43 contains 77604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766600.000000 Penalty: 92049.632812
Iteration 196Q: 42 clusters Score -1.277666e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23222 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 103236 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41983 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 36053 members 
Mstep: Class 10 contains 64359 members 
Mstep: Class 11 contains 75292 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6934 members 
Mstep: Class 14 contains 24432 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 80996 members 
Mstep: Class 18 contains 19201 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 8416 members 
Mstep: Class 23 contains 70690 members 
Mstep: Class 24 contains 38999 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14616 members 
Mstep: Class 28 contains 47123 members 
Mstep: Class 29 contains 65789 members 
Mstep: Class 30 contains 2482 members 
Mstep: Class 31 contains 34812 members 
Mstep: Class 32 contains 62660 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2530 members 
Mstep: Class 36 contains 10640 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 7612 members 
Mstep: Class 42 contains 2871 members 
Mstep: Class 43 contains 77805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766256.000000 Penalty: 92049.632812
Iteration 197Q: 42 clusters Score -1.277663e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23229 members 
Mstep: Class 4 contains 6710 members 
Mstep: Class 5 contains 103262 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41983 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 36003 members 
Mstep: Class 10 contains 64361 members 
Mstep: Class 11 contains 75233 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6935 members 
Mstep: Class 14 contains 24429 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 81005 members 
Mstep: Class 18 contains 19209 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 23 contains 70648 members 
Mstep: Class 24 contains 38918 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14539 members 
Mstep: Class 28 contains 47133 members 
Mstep: Class 29 contains 65828 members 
Mstep: Class 30 contains 2483 members 
Mstep: Class 31 contains 34965 members 
Mstep: Class 32 contains 62706 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 2529 members 
Mstep: Class 36 contains 10637 members 
Mstep: Class 37 contains 3620 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7597 members 
Mstep: Class 42 contains 2888 members 
Mstep: Class 43 contains 77984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766352.000000 Penalty: 92049.632812
Iteration 198Q: 42 clusters Score -1.277664e+08 nChanged 1606
Entering ConstructFrom: 
Score: -127766352.000000 Penalty: 92049.632812
Entering ConstructFrom: 
Trying to split cluster 1 (27321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Entering Unmasked Estep 
Score: -3470063.000000 Penalty: 1660.004272
	Iteration 0F: 2 clusters Score -3470063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3451767.750000 Penalty: 3320.008545
	Iteration 0F: 3 clusters Score -3451768 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3458600.500000 Penalty: 3320.008545
	Iteration 1F: 3 clusters Score -3458600 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3459080.000000 Penalty: 3320.008545
	Iteration 2F: 3 clusters Score -3459080 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3459566.250000 Penalty: 3320.008545
	Iteration 3Q: 3 clusters Score -3459566 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3460102.500000 Penalty: 3320.008545
	Iteration 4Q: 3 clusters Score -3460102 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3460721.500000 Penalty: 3320.008545
	Iteration 5Q: 3 clusters Score -3460722 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3461474.000000 Penalty: 3320.008545
	Iteration 6F: 3 clusters Score -3461474 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3462285.250000 Penalty: 3320.008545
	Iteration 7F: 3 clusters Score -3462285 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3463209.000000 Penalty: 3320.008545
	Iteration 8F: 3 clusters Score -3463209 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3464184.250000 Penalty: 3320.008545
	Iteration 9F: 3 clusters Score -3464184 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3465260.000000 Penalty: 3320.008545
	Iteration 10F: 3 clusters Score -3465260 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3466303.250000 Penalty: 3320.008545
	Iteration 11Q: 3 clusters Score -3466303 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3467088.000000 Penalty: 3320.008545
	Iteration 12Q: 3 clusters Score -3467088 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3467628.500000 Penalty: 3320.008545
	Iteration 13Q: 3 clusters Score -3467628 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3468021.000000 Penalty: 3320.008545
	Iteration 14Q: 3 clusters Score -3468021 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3468274.000000 Penalty: 3320.008545
	Iteration 15Q: 3 clusters Score -3468274 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3468444.000000 Penalty: 3320.008545
	Iteration 16Q: 3 clusters Score -3468444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3468557.500000 Penalty: 3320.008545
	Iteration 17Q: 3 clusters Score -3468558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3468606.250000 Penalty: 3320.008545
	Iteration 18Q: 3 clusters Score -3468606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3468643.000000 Penalty: 3320.008545
	Iteration 19Q: 3 clusters Score -3468643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3468665.750000 Penalty: 3320.008545
	Iteration 20F: 3 clusters Score -3468666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3468686.000000 Penalty: 3320.008545
	Iteration 21Q: 3 clusters Score -3468686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3468695.000000 Penalty: 3320.008545
	Iteration 22Q: 3 clusters Score -3468695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3468707.000000 Penalty: 3320.008545
	Iteration 23Q: 3 clusters Score -3468707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3468717.250000 Penalty: 3320.008545
	Iteration 24Q: 3 clusters Score -3468717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3468721.750000 Penalty: 3320.008545
	Iteration 25Q: 3 clusters Score -3468722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3468726.000000 Penalty: 3320.008545
	Iteration 26Q: 3 clusters Score -3468726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3468725.000000 Penalty: 3320.008545
	Iteration 27Q: 3 clusters Score -3468725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3468724.250000 Penalty: 3320.008545
	Iteration 28Q: 3 clusters Score -3468724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3468725.500000 Penalty: 3320.008545
	Iteration 29Q: 3 clusters Score -3468726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3468725.500000 Penalty: 3320.008545
	Iteration 30F: 3 clusters Score -3468726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -698932.625000 Penalty: 1398.939697
	Iteration 0F: 2 clusters Score -698932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -694673.500000 Penalty: 2797.879395
	Iteration 0F: 3 clusters Score -694673.5 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -695909.000000 Penalty: 2797.879395
	Iteration 1F: 3 clusters Score -695909 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -696190.875000 Penalty: 2797.879395
	Iteration 2F: 3 clusters Score -696190.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -696459.875000 Penalty: 2797.879395
	Iteration 3F: 3 clusters Score -696459.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -696743.437500 Penalty: 2797.879395
	Iteration 4F: 3 clusters Score -696743.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -697028.812500 Penalty: 2797.879395
	Iteration 5F: 3 clusters Score -697028.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -697270.125000 Penalty: 2797.879395
	Iteration 6F: 3 clusters Score -697270.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -697447.375000 Penalty: 2797.879395
	Iteration 7Q: 3 clusters Score -697447.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -697565.875000 Penalty: 2797.879395
	Iteration 8Q: 3 clusters Score -697565.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -697653.562500 Penalty: 2797.879395
	Iteration 9Q: 3 clusters Score -697653.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -697712.812500 Penalty: 2797.879395
	Iteration 10Q: 3 clusters Score -697712.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -697748.937500 Penalty: 2797.879395
	Iteration 11Q: 3 clusters Score -697748.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -697792.812500 Penalty: 2797.879395
	Iteration 12Q: 3 clusters Score -697792.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -697828.562500 Penalty: 2797.879395
	Iteration 13Q: 3 clusters Score -697828.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -697869.625000 Penalty: 2797.879395
	Iteration 14Q: 3 clusters Score -697869.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -697928.812500 Penalty: 2797.879395
	Iteration 15Q: 3 clusters Score -697928.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -697990.062500 Penalty: 2797.879395
	Iteration 16Q: 3 clusters Score -697990.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -698060.062500 Penalty: 2797.879395
	Iteration 17Q: 3 clusters Score -698060.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -698111.750000 Penalty: 2797.879395
	Iteration 18Q: 3 clusters Score -698111.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -698139.000000 Penalty: 2797.879395
	Iteration 19Q: 3 clusters Score -698139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -698155.187500 Penalty: 2797.879395
	Iteration 20F: 3 clusters Score -698155.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -698166.062500 Penalty: 2797.879395
	Iteration 21Q: 3 clusters Score -698166.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -698172.125000 Penalty: 2797.879395
	Iteration 22Q: 3 clusters Score -698172.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -698179.125000 Penalty: 2797.879395
	Iteration 23Q: 3 clusters Score -698179.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -698182.062500 Penalty: 2797.879395
	Iteration 24Q: 3 clusters Score -698182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -698183.750000 Penalty: 2797.879395
	Iteration 25Q: 3 clusters Score -698183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -698185.687500 Penalty: 2797.879395
	Iteration 26Q: 3 clusters Score -698185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -698186.250000 Penalty: 2797.879395
	Iteration 27Q: 3 clusters Score -698186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -698186.875000 Penalty: 2797.879395
	Iteration 28Q: 3 clusters Score -698186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -698186.250000 Penalty: 2797.879395
	Iteration 29Q: 3 clusters Score -698186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -698186.937500 Penalty: 2797.879395
	Iteration 30Q: 3 clusters Score -698186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -698187.375000 Penalty: 2797.879395
	Iteration 31Q: 3 clusters Score -698187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -698187.562500 Penalty: 2797.879395
	Iteration 32Q: 3 clusters Score -698187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -698187.750000 Penalty: 2797.879395
	Iteration 33Q: 3 clusters Score -698187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -698188.812500 Penalty: 2797.879395
	Iteration 34Q: 3 clusters Score -698188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -698189.687500 Penalty: 2797.879395
	Iteration 35Q: 3 clusters Score -698189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -698189.687500 Penalty: 2797.879395
	Iteration 36F: 3 clusters Score -698189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Entering Unmasked Estep 
Score: -2931385.250000 Penalty: 1633.658936
	Iteration 0F: 2 clusters Score -2931385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2915619.750000 Penalty: 3267.317871
	Iteration 0F: 3 clusters Score -2915620 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2921468.750000 Penalty: 3267.317871
	Iteration 1F: 3 clusters Score -2921469 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2922231.000000 Penalty: 3267.317871
	Iteration 2F: 3 clusters Score -2922231 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2923066.500000 Penalty: 3267.317871
	Iteration 3F: 3 clusters Score -2923066 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2923889.750000 Penalty: 3267.317871
	Iteration 4F: 3 clusters Score -2923890 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2924690.500000 Penalty: 3267.317871
	Iteration 5F: 3 clusters Score -2924690 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2925484.250000 Penalty: 3267.317871
	Iteration 6F: 3 clusters Score -2925484 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2926351.750000 Penalty: 3267.317871
	Iteration 7F: 3 clusters Score -2926352 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2927338.000000 Penalty: 3267.317871
	Iteration 8F: 3 clusters Score -2927338 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2928225.750000 Penalty: 3267.317871
	Iteration 9F: 3 clusters Score -2928226 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2928809.750000 Penalty: 3267.317871
	Iteration 10Q: 3 clusters Score -2928810 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2929162.000000 Penalty: 3267.317871
	Iteration 11Q: 3 clusters Score -2929162 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2929371.500000 Penalty: 3267.317871
	Iteration 12Q: 3 clusters Score -2929372 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2929504.750000 Penalty: 3267.317871
	Iteration 13Q: 3 clusters Score -2929505 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2929626.250000 Penalty: 3267.317871
	Iteration 14Q: 3 clusters Score -2929626 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2929691.500000 Penalty: 3267.317871
	Iteration 15Q: 3 clusters Score -2929692 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2929746.000000 Penalty: 3267.317871
	Iteration 16Q: 3 clusters Score -2929746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2929773.000000 Penalty: 3267.317871
	Iteration 17Q: 3 clusters Score -2929773 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2929811.500000 Penalty: 3267.317871
	Iteration 18Q: 3 clusters Score -2929812 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2929836.750000 Penalty: 3267.317871
	Iteration 19Q: 3 clusters Score -2929837 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2929861.000000 Penalty: 3267.317871
	Iteration 20F: 3 clusters Score -2929861 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2929871.750000 Penalty: 3267.317871
	Iteration 21Q: 3 clusters Score -2929872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2929886.750000 Penalty: 3267.317871
	Iteration 22Q: 3 clusters Score -2929887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2929892.250000 Penalty: 3267.317871
	Iteration 23Q: 3 clusters Score -2929892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2929892.000000 Penalty: 3267.317871
	Iteration 24Q: 3 clusters Score -2929892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2929895.750000 Penalty: 3267.317871
	Iteration 25Q: 3 clusters Score -2929896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2929904.500000 Penalty: 3267.317871
	Iteration 26Q: 3 clusters Score -2929904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2929916.250000 Penalty: 3267.317871
	Iteration 27Q: 3 clusters Score -2929916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2929917.750000 Penalty: 3267.317871
	Iteration 28Q: 3 clusters Score -2929918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2929918.500000 Penalty: 3267.317871
	Iteration 29Q: 3 clusters Score -2929918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2929926.000000 Penalty: 3267.317871
	Iteration 30Q: 3 clusters Score -2929926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2929923.250000 Penalty: 3267.317871
	Iteration 31Q: 3 clusters Score -2929923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2929926.250000 Penalty: 3267.317871
	Iteration 32Q: 3 clusters Score -2929926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2929934.250000 Penalty: 3267.317871
	Iteration 33Q: 3 clusters Score -2929934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2929936.000000 Penalty: 3267.317871
	Iteration 34Q: 3 clusters Score -2929936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2929942.250000 Penalty: 3267.317871
	Iteration 35Q: 3 clusters Score -2929942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2929930.000000 Penalty: 3267.317871
	Iteration 36Q: 3 clusters Score -2929930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2929937.750000 Penalty: 3267.317871
	Iteration 37Q: 3 clusters Score -2929938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2929939.000000 Penalty: 3267.317871
	Iteration 38Q: 3 clusters Score -2929939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2929938.000000 Penalty: 3267.317871
	Iteration 39Q: 3 clusters Score -2929938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2929949.500000 Penalty: 3267.317871
	Iteration 40F: 3 clusters Score -2929950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2929949.000000 Penalty: 3267.317871
	Iteration 41Q: 3 clusters Score -2929949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2929957.250000 Penalty: 3267.317871
	Iteration 42Q: 3 clusters Score -2929957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2929961.250000 Penalty: 3267.317871
	Iteration 43Q: 3 clusters Score -2929961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2929961.500000 Penalty: 3267.317871
	Iteration 44Q: 3 clusters Score -2929962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2929960.000000 Penalty: 3267.317871
	Iteration 45Q: 3 clusters Score -2929960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2929958.250000 Penalty: 3267.317871
	Iteration 46Q: 3 clusters Score -2929958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2929960.750000 Penalty: 3267.317871
	Iteration 47Q: 3 clusters Score -2929961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2929961.250000 Penalty: 3267.317871
	Iteration 48Q: 3 clusters Score -2929961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2929973.750000 Penalty: 3267.317871
	Iteration 49Q: 3 clusters Score -2929974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2929967.750000 Penalty: 3267.317871
	Iteration 50Q: 3 clusters Score -2929968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2929965.750000 Penalty: 3267.317871
	Iteration 51Q: 3 clusters Score -2929966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2929961.500000 Penalty: 3267.317871
	Iteration 52Q: 3 clusters Score -2929962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2929967.250000 Penalty: 3267.317871
	Iteration 53Q: 3 clusters Score -2929967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2929973.000000 Penalty: 3267.317871
	Iteration 54Q: 3 clusters Score -2929973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2929983.500000 Penalty: 3267.317871
	Iteration 55Q: 3 clusters Score -2929984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2929977.000000 Penalty: 3267.317871
	Iteration 56Q: 3 clusters Score -2929977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2929987.750000 Penalty: 3267.317871
	Iteration 57Q: 3 clusters Score -2929988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2929994.500000 Penalty: 3267.317871
	Iteration 58Q: 3 clusters Score -2929994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2929998.750000 Penalty: 3267.317871
	Iteration 59Q: 3 clusters Score -2929999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2930002.000000 Penalty: 3267.317871
	Iteration 60F: 3 clusters Score -2930002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2929999.750000 Penalty: 3267.317871
	Iteration 61Q: 3 clusters Score -2930000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2929998.000000 Penalty: 3267.317871
	Iteration 62Q: 3 clusters Score -2929998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2930001.500000 Penalty: 3267.317871
	Iteration 63Q: 3 clusters Score -2930002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2929999.250000 Penalty: 3267.317871
	Iteration 64Q: 3 clusters Score -2929999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2930007.250000 Penalty: 3267.317871
	Iteration 65Q: 3 clusters Score -2930007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2930006.000000 Penalty: 3267.317871
	Iteration 66Q: 3 clusters Score -2930006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2930006.750000 Penalty: 3267.317871
	Iteration 67Q: 3 clusters Score -2930007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2930008.500000 Penalty: 3267.317871
	Iteration 68Q: 3 clusters Score -2930008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2930008.500000 Penalty: 3267.317871
	Iteration 69Q: 3 clusters Score -2930008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2930012.000000 Penalty: 3267.317871
	Iteration 70Q: 3 clusters Score -2930012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2930014.750000 Penalty: 3267.317871
	Iteration 71Q: 3 clusters Score -2930015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2930023.000000 Penalty: 3267.317871
	Iteration 72Q: 3 clusters Score -2930023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2930025.250000 Penalty: 3267.317871
	Iteration 73Q: 3 clusters Score -2930025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2930028.750000 Penalty: 3267.317871
	Iteration 74Q: 3 clusters Score -2930029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2930028.250000 Penalty: 3267.317871
	Iteration 75Q: 3 clusters Score -2930028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2930032.000000 Penalty: 3267.317871
	Iteration 76Q: 3 clusters Score -2930032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2930029.500000 Penalty: 3267.317871
	Iteration 77Q: 3 clusters Score -2930030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2930035.000000 Penalty: 3267.317871
	Iteration 78Q: 3 clusters Score -2930035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2930039.500000 Penalty: 3267.317871
	Iteration 79Q: 3 clusters Score -2930040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2930044.750000 Penalty: 3267.317871
	Iteration 80F: 3 clusters Score -2930045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2930044.750000 Penalty: 3267.317871
	Iteration 81Q: 3 clusters Score -2930045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2930045.500000 Penalty: 3267.317871
	Iteration 82Q: 3 clusters Score -2930046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2930048.500000 Penalty: 3267.317871
	Iteration 83Q: 3 clusters Score -2930048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2930050.500000 Penalty: 3267.317871
	Iteration 84Q: 3 clusters Score -2930050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2930057.500000 Penalty: 3267.317871
	Iteration 85Q: 3 clusters Score -2930058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2930057.250000 Penalty: 3267.317871
	Iteration 86Q: 3 clusters Score -2930057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2930057.250000 Penalty: 3267.317871
	Iteration 87Q: 3 clusters Score -2930057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2930055.000000 Penalty: 3267.317871
	Iteration 88Q: 3 clusters Score -2930055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2930053.000000 Penalty: 3267.317871
	Iteration 89Q: 3 clusters Score -2930053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2930053.250000 Penalty: 3267.317871
	Iteration 90Q: 3 clusters Score -2930053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2930050.500000 Penalty: 3267.317871
	Iteration 91Q: 3 clusters Score -2930050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2930049.000000 Penalty: 3267.317871
	Iteration 92Q: 3 clusters Score -2930049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2930048.750000 Penalty: 3267.317871
	Iteration 93Q: 3 clusters Score -2930049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2930055.250000 Penalty: 3267.317871
	Iteration 94Q: 3 clusters Score -2930055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2930056.500000 Penalty: 3267.317871
	Iteration 95Q: 3 clusters Score -2930056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2930062.500000 Penalty: 3267.317871
	Iteration 96Q: 3 clusters Score -2930062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2930054.500000 Penalty: 3267.317871
	Iteration 97Q: 3 clusters Score -2930054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2930059.250000 Penalty: 3267.317871
	Iteration 98Q: 3 clusters Score -2930059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2930057.250000 Penalty: 3267.317871
	Iteration 99Q: 3 clusters Score -2930057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2930060.250000 Penalty: 3267.317871
	Iteration 100F: 3 clusters Score -2930060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2930060.000000 Penalty: 3267.317871
	Iteration 101Q: 3 clusters Score -2930060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2930060.500000 Penalty: 3267.317871
	Iteration 102Q: 3 clusters Score -2930060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2930061.500000 Penalty: 3267.317871
	Iteration 103Q: 3 clusters Score -2930062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2930065.500000 Penalty: 3267.317871
	Iteration 104Q: 3 clusters Score -2930066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2930056.500000 Penalty: 3267.317871
	Iteration 105Q: 3 clusters Score -2930056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2930062.750000 Penalty: 3267.317871
	Iteration 106Q: 3 clusters Score -2930063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2930063.000000 Penalty: 3267.317871
	Iteration 107Q: 3 clusters Score -2930063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2930065.000000 Penalty: 3267.317871
	Iteration 108Q: 3 clusters Score -2930065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2930064.750000 Penalty: 3267.317871
	Iteration 109Q: 3 clusters Score -2930065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2930071.500000 Penalty: 3267.317871
	Iteration 110Q: 3 clusters Score -2930072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2930071.500000 Penalty: 3267.317871
	Iteration 111Q: 3 clusters Score -2930072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2930069.000000 Penalty: 3267.317871
	Iteration 112Q: 3 clusters Score -2930069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2930071.750000 Penalty: 3267.317871
	Iteration 113Q: 3 clusters Score -2930072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2930068.250000 Penalty: 3267.317871
	Iteration 114Q: 3 clusters Score -2930068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2930073.000000 Penalty: 3267.317871
	Iteration 115Q: 3 clusters Score -2930073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2930077.500000 Penalty: 3267.317871
	Iteration 116Q: 3 clusters Score -2930078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2930082.250000 Penalty: 3267.317871
	Iteration 117Q: 3 clusters Score -2930082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2930091.250000 Penalty: 3267.317871
	Iteration 118Q: 3 clusters Score -2930091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2930090.250000 Penalty: 3267.317871
	Iteration 119Q: 3 clusters Score -2930090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2930091.750000 Penalty: 3267.317871
	Iteration 120F: 3 clusters Score -2930092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2930095.250000 Penalty: 3267.317871
	Iteration 121Q: 3 clusters Score -2930095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2930096.250000 Penalty: 3267.317871
	Iteration 122Q: 3 clusters Score -2930096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2930098.250000 Penalty: 3267.317871
	Iteration 123Q: 3 clusters Score -2930098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2930096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2930101.000000 Penalty: 3267.317871
	Iteration 125Q: 3 clusters Score -2930101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2930100.000000 Penalty: 3267.317871
	Iteration 126Q: 3 clusters Score -2930100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2930101.500000 Penalty: 3267.317871
	Iteration 127Q: 3 clusters Score -2930102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2930102 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2930102 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2930108.500000 Penalty: 3267.317871
	Iteration 130Q: 3 clusters Score -2930108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2930111.750000 Penalty: 3267.317871
	Iteration 131Q: 3 clusters Score -2930112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2930108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2930103.750000 Penalty: 3267.317871
	Iteration 133Q: 3 clusters Score -2930104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2930104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2930105.500000 Penalty: 3267.317871
	Iteration 135Q: 3 clusters Score -2930106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2930105 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2930108 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2930106 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2930106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2930102.750000 Penalty: 3267.317871
	Iteration 140F: 3 clusters Score -2930103 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2930098.500000 Penalty: 3267.317871
	Iteration 141Q: 3 clusters Score -2930098 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2930102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2930107.000000 Penalty: 3267.317871
	Iteration 143Q: 3 clusters Score -2930107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2930108 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2930108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2930108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2930109.250000 Penalty: 3267.317871
	Iteration 147Q: 3 clusters Score -2930109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2930110 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2930108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2930107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2930110 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2930106 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2930106 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2930108 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2930108.000000 Penalty: 3267.317871
	Iteration 155Q: 3 clusters Score -2930108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2930109.500000 Penalty: 3267.317871
	Iteration 156Q: 3 clusters Score -2930110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2930106.750000 Penalty: 3267.317871
	Iteration 157Q: 3 clusters Score -2930107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2930111.250000 Penalty: 3267.317871
	Iteration 158Q: 3 clusters Score -2930111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2930113.000000 Penalty: 3267.317871
	Iteration 159Q: 3 clusters Score -2930113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2930113.500000 Penalty: 3267.317871
	Iteration 160F: 3 clusters Score -2930114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2930113.250000 Penalty: 3267.317871
	Iteration 161Q: 3 clusters Score -2930113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2930109.000000 Penalty: 3267.317871
	Iteration 162Q: 3 clusters Score -2930109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2930111.750000 Penalty: 3267.317871
	Iteration 163Q: 3 clusters Score -2930112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2930110.500000 Penalty: 3267.317871
	Iteration 164Q: 3 clusters Score -2930110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2930114.750000 Penalty: 3267.317871
	Iteration 165Q: 3 clusters Score -2930115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2930118.000000 Penalty: 3267.317871
	Iteration 166Q: 3 clusters Score -2930118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2930119.250000 Penalty: 3267.317871
	Iteration 167Q: 3 clusters Score -2930119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2930117.750000 Penalty: 3267.317871
	Iteration 168Q: 3 clusters Score -2930118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2930117.000000 Penalty: 3267.317871
	Iteration 169Q: 3 clusters Score -2930117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2930113.750000 Penalty: 3267.317871
	Iteration 170Q: 3 clusters Score -2930114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2930117.500000 Penalty: 3267.317871
	Iteration 171Q: 3 clusters Score -2930118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2930121.000000 Penalty: 3267.317871
	Iteration 172Q: 3 clusters Score -2930121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2930120.500000 Penalty: 3267.317871
	Iteration 173Q: 3 clusters Score -2930120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2930116.250000 Penalty: 3267.317871
	Iteration 174Q: 3 clusters Score -2930116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2930122.750000 Penalty: 3267.317871
	Iteration 175Q: 3 clusters Score -2930123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2930134.750000 Penalty: 3267.317871
	Iteration 176Q: 3 clusters Score -2930135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2930132.250000 Penalty: 3267.317871
	Iteration 177Q: 3 clusters Score -2930132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2930128.250000 Penalty: 3267.317871
	Iteration 178Q: 3 clusters Score -2930128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2930127.500000 Penalty: 3267.317871
	Iteration 179Q: 3 clusters Score -2930128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2930127.750000 Penalty: 3267.317871
	Iteration 180F: 3 clusters Score -2930128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2930124.250000 Penalty: 3267.317871
	Iteration 181Q: 3 clusters Score -2930124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2930123.500000 Penalty: 3267.317871
	Iteration 182Q: 3 clusters Score -2930124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2930126.500000 Penalty: 3267.317871
	Iteration 183Q: 3 clusters Score -2930126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2930129.250000 Penalty: 3267.317871
	Iteration 184Q: 3 clusters Score -2930129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2930128.750000 Penalty: 3267.317871
	Iteration 185Q: 3 clusters Score -2930129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2930124.750000 Penalty: 3267.317871
	Iteration 186Q: 3 clusters Score -2930125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2930121.750000 Penalty: 3267.317871
	Iteration 187Q: 3 clusters Score -2930122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2930123.750000 Penalty: 3267.317871
	Iteration 188Q: 3 clusters Score -2930124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2930129.000000 Penalty: 3267.317871
	Iteration 189Q: 3 clusters Score -2930129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2930126.500000 Penalty: 3267.317871
	Iteration 190Q: 3 clusters Score -2930126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2930136.250000 Penalty: 3267.317871
	Iteration 191Q: 3 clusters Score -2930136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2930130.500000 Penalty: 3267.317871
	Iteration 192Q: 3 clusters Score -2930130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2930131.000000 Penalty: 3267.317871
	Iteration 193Q: 3 clusters Score -2930131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2930137.000000 Penalty: 3267.317871
	Iteration 194Q: 3 clusters Score -2930137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2930137.750000 Penalty: 3267.317871
	Iteration 195Q: 3 clusters Score -2930138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2930138.250000 Penalty: 3267.317871
	Iteration 196Q: 3 clusters Score -2930138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2930134.000000 Penalty: 3267.317871
	Iteration 197Q: 3 clusters Score -2930134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2930138.250000 Penalty: 3267.317871
	Iteration 198Q: 3 clusters Score -2930138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2930139.250000 Penalty: 3267.317871
	Iteration 199Q: 3 clusters Score -2930139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2930139.250000 Penalty: 3267.317871
	Iteration 200F: 3 clusters Score -2930139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2930139.500000 Penalty: 3267.317871
	Iteration 201Q: 3 clusters Score -2930140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2930140.000000 Penalty: 3267.317871
	Iteration 202Q: 3 clusters Score -2930140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2930140.000000 Penalty: 3267.317871
	Iteration 203Q: 3 clusters Score -2930140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2930141.000000 Penalty: 3267.317871
	Iteration 204Q: 3 clusters Score -2930141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2930139.500000 Penalty: 3267.317871
	Iteration 205Q: 3 clusters Score -2930140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2930138.500000 Penalty: 3267.317871
	Iteration 206Q: 3 clusters Score -2930138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2930140.750000 Penalty: 3267.317871
	Iteration 207Q: 3 clusters Score -2930141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2930138.000000 Penalty: 3267.317871
	Iteration 208Q: 3 clusters Score -2930138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2930134.000000 Penalty: 3267.317871
	Iteration 209Q: 3 clusters Score -2930134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2930130.500000 Penalty: 3267.317871
	Iteration 210Q: 3 clusters Score -2930130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2930134.000000 Penalty: 3267.317871
	Iteration 211Q: 3 clusters Score -2930134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2930133.250000 Penalty: 3267.317871
	Iteration 212Q: 3 clusters Score -2930133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2930135.750000 Penalty: 3267.317871
	Iteration 213Q: 3 clusters Score -2930136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2930136.250000 Penalty: 3267.317871
	Iteration 214Q: 3 clusters Score -2930136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2930138.250000 Penalty: 3267.317871
	Iteration 215Q: 3 clusters Score -2930138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2930137.500000 Penalty: 3267.317871
	Iteration 216Q: 3 clusters Score -2930138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2930138.750000 Penalty: 3267.317871
	Iteration 217Q: 3 clusters Score -2930139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2930139.250000 Penalty: 3267.317871
	Iteration 218Q: 3 clusters Score -2930139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2930141.500000 Penalty: 3267.317871
	Iteration 219Q: 3 clusters Score -2930142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2930138.500000 Penalty: 3267.317871
	Iteration 220F: 3 clusters Score -2930138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2930141.500000 Penalty: 3267.317871
	Iteration 221Q: 3 clusters Score -2930142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2930137.500000 Penalty: 3267.317871
	Iteration 222Q: 3 clusters Score -2930138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2930137.750000 Penalty: 3267.317871
	Iteration 223Q: 3 clusters Score -2930138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2930140.500000 Penalty: 3267.317871
	Iteration 224Q: 3 clusters Score -2930140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2930138.500000 Penalty: 3267.317871
	Iteration 225Q: 3 clusters Score -2930138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2930135.750000 Penalty: 3267.317871
	Iteration 226Q: 3 clusters Score -2930136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2930135.750000 Penalty: 3267.317871
	Iteration 227F: 3 clusters Score -2930136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -879736.687500 Penalty: 1429.577148
	Iteration 0F: 2 clusters Score -879736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -874714.375000 Penalty: 2859.154297
	Iteration 0F: 3 clusters Score -874714.4 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -876182.687500 Penalty: 2859.154297
	Iteration 1F: 3 clusters Score -876182.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -876379.562500 Penalty: 2859.154297
	Iteration 2F: 3 clusters Score -876379.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -876522.250000 Penalty: 2859.154297
	Iteration 3F: 3 clusters Score -876522.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -876636.750000 Penalty: 2859.154297
	Iteration 4Q: 3 clusters Score -876636.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -876710.875000 Penalty: 2859.154297
	Iteration 5Q: 3 clusters Score -876710.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -876790.625000 Penalty: 2859.154297
	Iteration 6Q: 3 clusters Score -876790.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -876874.812500 Penalty: 2859.154297
	Iteration 7Q: 3 clusters Score -876874.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -876960.937500 Penalty: 2859.154297
	Iteration 8Q: 3 clusters Score -876960.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -877055.500000 Penalty: 2859.154297
	Iteration 9Q: 3 clusters Score -877055.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -877157.375000 Penalty: 2859.154297
	Iteration 10Q: 3 clusters Score -877157.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -877240.437500 Penalty: 2859.154297
	Iteration 11Q: 3 clusters Score -877240.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -877351.812500 Penalty: 2859.154297
	Iteration 12Q: 3 clusters Score -877351.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -877501.250000 Penalty: 2859.154297
	Iteration 13Q: 3 clusters Score -877501.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -877631.500000 Penalty: 2859.154297
	Iteration 14Q: 3 clusters Score -877631.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -877758.937500 Penalty: 2859.154297
	Iteration 15Q: 3 clusters Score -877758.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -877865.937500 Penalty: 2859.154297
	Iteration 16Q: 3 clusters Score -877865.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -877965.312500 Penalty: 2859.154297
	Iteration 17Q: 3 clusters Score -877965.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -878040.625000 Penalty: 2859.154297
	Iteration 18Q: 3 clusters Score -878040.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -878110.937500 Penalty: 2859.154297
	Iteration 19Q: 3 clusters Score -878110.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -878172.625000 Penalty: 2859.154297
	Iteration 20F: 3 clusters Score -878172.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -878216.562500 Penalty: 2859.154297
	Iteration 21Q: 3 clusters Score -878216.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -878242.437500 Penalty: 2859.154297
	Iteration 22Q: 3 clusters Score -878242.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -878263.937500 Penalty: 2859.154297
	Iteration 23Q: 3 clusters Score -878263.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -878283.812500 Penalty: 2859.154297
	Iteration 24Q: 3 clusters Score -878283.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -878301.812500 Penalty: 2859.154297
	Iteration 25Q: 3 clusters Score -878301.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -878324.250000 Penalty: 2859.154297
	Iteration 26Q: 3 clusters Score -878324.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -878335.125000 Penalty: 2859.154297
	Iteration 27Q: 3 clusters Score -878335.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -878353.500000 Penalty: 2859.154297
	Iteration 28Q: 3 clusters Score -878353.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -878371.062500 Penalty: 2859.154297
	Iteration 29Q: 3 clusters Score -878371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -878383.375000 Penalty: 2859.154297
	Iteration 30Q: 3 clusters Score -878383.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -878393.750000 Penalty: 2859.154297
	Iteration 31Q: 3 clusters Score -878393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -878401.750000 Penalty: 2859.154297
	Iteration 32Q: 3 clusters Score -878401.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -878405.500000 Penalty: 2859.154297
	Iteration 33Q: 3 clusters Score -878405.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -878413.125000 Penalty: 2859.154297
	Iteration 34Q: 3 clusters Score -878413.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -878417.562500 Penalty: 2859.154297
	Iteration 35Q: 3 clusters Score -878417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -878423.250000 Penalty: 2859.154297
	Iteration 36Q: 3 clusters Score -878423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -878429.625000 Penalty: 2859.154297
	Iteration 37Q: 3 clusters Score -878429.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -878435.812500 Penalty: 2859.154297
	Iteration 38Q: 3 clusters Score -878435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -878440.062500 Penalty: 2859.154297
	Iteration 39Q: 3 clusters Score -878440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -878445.812500 Penalty: 2859.154297
	Iteration 40F: 3 clusters Score -878445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -878448.812500 Penalty: 2859.154297
	Iteration 41Q: 3 clusters Score -878448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -878452.562500 Penalty: 2859.154297
	Iteration 42Q: 3 clusters Score -878452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -878457.062500 Penalty: 2859.154297
	Iteration 43Q: 3 clusters Score -878457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -878463.500000 Penalty: 2859.154297
	Iteration 44Q: 3 clusters Score -878463.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -878471.000000 Penalty: 2859.154297
	Iteration 45Q: 3 clusters Score -878471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -878478.875000 Penalty: 2859.154297
	Iteration 46Q: 3 clusters Score -878478.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -878484.562500 Penalty: 2859.154297
	Iteration 47Q: 3 clusters Score -878484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -878486.187500 Penalty: 2859.154297
	Iteration 48Q: 3 clusters Score -878486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -878491.312500 Penalty: 2859.154297
	Iteration 49Q: 3 clusters Score -878491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -878494.187500 Penalty: 2859.154297
	Iteration 50Q: 3 clusters Score -878494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -878498.062500 Penalty: 2859.154297
	Iteration 51Q: 3 clusters Score -878498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -878499.500000 Penalty: 2859.154297
	Iteration 52Q: 3 clusters Score -878499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -878503.125000 Penalty: 2859.154297
	Iteration 53Q: 3 clusters Score -878503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -878508.750000 Penalty: 2859.154297
	Iteration 54Q: 3 clusters Score -878508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -878512.500000 Penalty: 2859.154297
	Iteration 55Q: 3 clusters Score -878512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -878516.687500 Penalty: 2859.154297
	Iteration 56Q: 3 clusters Score -878516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -878520.562500 Penalty: 2859.154297
	Iteration 57Q: 3 clusters Score -878520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -878525.937500 Penalty: 2859.154297
	Iteration 58Q: 3 clusters Score -878525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -878525.812500 Penalty: 2859.154297
	Iteration 59Q: 3 clusters Score -878525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -878528.750000 Penalty: 2859.154297
	Iteration 60F: 3 clusters Score -878528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -878529.375000 Penalty: 2859.154297
	Iteration 61Q: 3 clusters Score -878529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -878532.000000 Penalty: 2859.154297
	Iteration 62Q: 3 clusters Score -878532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -878534.937500 Penalty: 2859.154297
	Iteration 63Q: 3 clusters Score -878534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -878538.437500 Penalty: 2859.154297
	Iteration 64Q: 3 clusters Score -878538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -878540.250000 Penalty: 2859.154297
	Iteration 65Q: 3 clusters Score -878540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -878541.437500 Penalty: 2859.154297
	Iteration 66Q: 3 clusters Score -878541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -878541.812500 Penalty: 2859.154297
	Iteration 67Q: 3 clusters Score -878541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -878542.687500 Penalty: 2859.154297
	Iteration 68Q: 3 clusters Score -878542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -878544.250000 Penalty: 2859.154297
	Iteration 69Q: 3 clusters Score -878544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -878544.250000 Penalty: 2859.154297
	Iteration 70F: 3 clusters Score -878544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Entering Unmasked Estep 
Score: -13618833.000000 Penalty: 1876.085449
	Iteration 0F: 2 clusters Score -1.361883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -13564378.000000 Penalty: 3752.170898
	Iteration 0F: 3 clusters Score -1.356438e+07 nChanged 49448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -13592752.000000 Penalty: 3752.170898
	Iteration 1F: 3 clusters Score -1.359275e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -13593179.000000 Penalty: 3752.170898
	Iteration 2Q: 3 clusters Score -1.359318e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -13593634.000000 Penalty: 3752.170898
	Iteration 3Q: 3 clusters Score -1.359363e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -13594049.000000 Penalty: 3752.170898
	Iteration 4Q: 3 clusters Score -1.359405e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -13594647.000000 Penalty: 3752.170898
	Iteration 5Q: 3 clusters Score -1.359465e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -13595152.000000 Penalty: 3752.170898
	Iteration 6Q: 3 clusters Score -1.359515e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -13596032.000000 Penalty: 3752.170898
	Iteration 7Q: 3 clusters Score -1.359603e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -13597325.000000 Penalty: 3752.170898
	Iteration 8Q: 3 clusters Score -1.359732e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -13599526.000000 Penalty: 3752.170898
	Iteration 9Q: 3 clusters Score -1.359953e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -13603381.000000 Penalty: 3752.170898
	Iteration 10F: 3 clusters Score -1.360338e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -13609764.000000 Penalty: 3752.170898
	Iteration 11F: 3 clusters Score -1.360976e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -13616462.000000 Penalty: 3752.170898
	Iteration 12F: 3 clusters Score -1.361646e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -13620096.000000 Penalty: 3752.170898
	Iteration 13F: 3 clusters Score -1.36201e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -13621868.000000 Penalty: 3752.170898
	Iteration 14Q: 3 clusters Score -1.362187e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -13623012.000000 Penalty: 3752.170898
	Iteration 15Q: 3 clusters Score -1.362301e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -13623940.000000 Penalty: 3752.170898
	Iteration 16Q: 3 clusters Score -1.362394e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -13624742.000000 Penalty: 3752.170898
	Iteration 17Q: 3 clusters Score -1.362474e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -13625327.000000 Penalty: 3752.170898
	Iteration 18Q: 3 clusters Score -1.362533e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -13625751.000000 Penalty: 3752.170898
	Iteration 19Q: 3 clusters Score -1.362575e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -13626250.000000 Penalty: 3752.170898
	Iteration 20F: 3 clusters Score -1.362625e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -13626547.000000 Penalty: 3752.170898
	Iteration 21Q: 3 clusters Score -1.362655e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -13626710.000000 Penalty: 3752.170898
	Iteration 22Q: 3 clusters Score -1.362671e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -13626956.000000 Penalty: 3752.170898
	Iteration 23Q: 3 clusters Score -1.362696e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -13627032.000000 Penalty: 3752.170898
	Iteration 24Q: 3 clusters Score -1.362703e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -13627141.000000 Penalty: 3752.170898
	Iteration 25Q: 3 clusters Score -1.362714e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -13627178.000000 Penalty: 3752.170898
	Iteration 26Q: 3 clusters Score -1.362718e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -13627209.000000 Penalty: 3752.170898
	Iteration 27Q: 3 clusters Score -1.362721e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -13627218.000000 Penalty: 3752.170898
	Iteration 28Q: 3 clusters Score -1.362722e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -13627226.000000 Penalty: 3752.170898
	Iteration 29Q: 3 clusters Score -1.362723e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -13627241.000000 Penalty: 3752.170898
	Iteration 30Q: 3 clusters Score -1.362724e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -13627268.000000 Penalty: 3752.170898
	Iteration 31Q: 3 clusters Score -1.362727e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -13627269.000000 Penalty: 3752.170898
	Iteration 32Q: 3 clusters Score -1.362727e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -13627279.000000 Penalty: 3752.170898
	Iteration 33Q: 3 clusters Score -1.362728e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -13627308.000000 Penalty: 3752.170898
	Iteration 34Q: 3 clusters Score -1.362731e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -13627329.000000 Penalty: 3752.170898
	Iteration 35Q: 3 clusters Score -1.362733e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -13627317.000000 Penalty: 3752.170898
	Iteration 36Q: 3 clusters Score -1.362732e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -13627319.000000 Penalty: 3752.170898
	Iteration 37Q: 3 clusters Score -1.362732e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -13627311.000000 Penalty: 3752.170898
	Iteration 38Q: 3 clusters Score -1.362731e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -13627288.000000 Penalty: 3752.170898
	Iteration 39Q: 3 clusters Score -1.362729e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -13627309.000000 Penalty: 3752.170898
	Iteration 40F: 3 clusters Score -1.362731e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -13627342.000000 Penalty: 3752.170898
	Iteration 41Q: 3 clusters Score -1.362734e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -13627343.000000 Penalty: 3752.170898
	Iteration 42Q: 3 clusters Score -1.362734e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -13627367.000000 Penalty: 3752.170898
	Iteration 43Q: 3 clusters Score -1.362737e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -13627374.000000 Penalty: 3752.170898
	Iteration 44Q: 3 clusters Score -1.362737e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -13627377.000000 Penalty: 3752.170898
	Iteration 45Q: 3 clusters Score -1.362738e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -13627362.000000 Penalty: 3752.170898
	Iteration 46Q: 3 clusters Score -1.362736e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -13627359.000000 Penalty: 3752.170898
	Iteration 47Q: 3 clusters Score -1.362736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -13627355.000000 Penalty: 3752.170898
	Iteration 48Q: 3 clusters Score -1.362736e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -13627370.000000 Penalty: 3752.170898
	Iteration 49Q: 3 clusters Score -1.362737e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -13627352.000000 Penalty: 3752.170898
	Iteration 50Q: 3 clusters Score -1.362735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -13627353.000000 Penalty: 3752.170898
	Iteration 51Q: 3 clusters Score -1.362735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -13627363.000000 Penalty: 3752.170898
	Iteration 52Q: 3 clusters Score -1.362736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -13627356.000000 Penalty: 3752.170898
	Iteration 53Q: 3 clusters Score -1.362736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -13627351.000000 Penalty: 3752.170898
	Iteration 54Q: 3 clusters Score -1.362735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -13627333.000000 Penalty: 3752.170898
	Iteration 55Q: 3 clusters Score -1.362733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -13627334.000000 Penalty: 3752.170898
	Iteration 56Q: 3 clusters Score -1.362733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13627340.000000 Penalty: 3752.170898
	Iteration 57Q: 3 clusters Score -1.362734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -13627336.000000 Penalty: 3752.170898
	Iteration 58Q: 3 clusters Score -1.362734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -13627350.000000 Penalty: 3752.170898
	Iteration 59Q: 3 clusters Score -1.362735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -13627335.000000 Penalty: 3752.170898
	Iteration 60F: 3 clusters Score -1.362734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -13627333.000000 Penalty: 3752.170898
	Iteration 61Q: 3 clusters Score -1.362733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -13627340.000000 Penalty: 3752.170898
	Iteration 62Q: 3 clusters Score -1.362734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -13627343.000000 Penalty: 3752.170898
	Iteration 63Q: 3 clusters Score -1.362734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -13627337.000000 Penalty: 3752.170898
	Iteration 64Q: 3 clusters Score -1.362734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -13627331.000000 Penalty: 3752.170898
	Iteration 65Q: 3 clusters Score -1.362733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -13627336.000000 Penalty: 3752.170898
	Iteration 66Q: 3 clusters Score -1.362734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -13627338.000000 Penalty: 3752.170898
	Iteration 67Q: 3 clusters Score -1.362734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -13627344.000000 Penalty: 3752.170898
	Iteration 68Q: 3 clusters Score -1.362734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -13627344.000000 Penalty: 3752.170898
	Iteration 69F: 3 clusters Score -1.362734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23232 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 50947 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41963 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 35956 members 
Mstep: Class 10 contains 64366 members 
Mstep: Class 11 contains 75191 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6937 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 81007 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 21 contains 52327 members 
Mstep: Class 23 contains 70626 members 
Mstep: Class 24 contains 38842 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14462 members 
Mstep: Class 28 contains 47116 members 
Mstep: Class 29 contains 65884 members 
Mstep: Class 30 contains 2482 members 
Mstep: Class 31 contains 35077 members 
Mstep: Class 32 contains 62727 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 2527 members 
Mstep: Class 36 contains 10634 members 
Mstep: Class 37 contains 3625 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7590 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 78232 members 
Entering Unmasked Estep 
Score: -127775784.000000 Penalty: 94294.750000
Splitting cluster 5 changes total score from -127766352.000000 to -127775784.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -54403.828125 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -54403.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53377.835938 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -53377.84 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53685.367188 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -53685.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53878.820312 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -53878.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53952.664062 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -53952.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54004.554688 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -54004.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54035.378906 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -54035.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54061.917969 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -54061.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54101.171875 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -54101.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54114.406250 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -54114.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54121.921875 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -54121.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54129.820312 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -54129.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54132.175781 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -54132.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54133.355469 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -54133.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54133.355469 Penalty: 2033.741943
	Iteration 13F: 3 clusters Score -54133.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Entering Unmasked Estep 
Score: -5597710.500000 Penalty: 1729.738403
	Iteration 0F: 2 clusters Score -5597710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5569707.500000 Penalty: 3459.476807
	Iteration 0F: 3 clusters Score -5569708 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5580663.500000 Penalty: 3459.476807
	Iteration 1F: 3 clusters Score -5580664 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5581057.000000 Penalty: 3459.476807
	Iteration 2Q: 3 clusters Score -5581057 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5581456.000000 Penalty: 3459.476807
	Iteration 3Q: 3 clusters Score -5581456 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5581852.000000 Penalty: 3459.476807
	Iteration 4Q: 3 clusters Score -5581852 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -5582352.000000 Penalty: 3459.476807
	Iteration 5Q: 3 clusters Score -5582352 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5583069.000000 Penalty: 3459.476807
	Iteration 6Q: 3 clusters Score -5583069 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -5584251.000000 Penalty: 3459.476807
	Iteration 7F: 3 clusters Score -5584251 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5585973.500000 Penalty: 3459.476807
	Iteration 8F: 3 clusters Score -5585974 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5588469.500000 Penalty: 3459.476807
	Iteration 9F: 3 clusters Score -5588470 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5591250.500000 Penalty: 3459.476807
	Iteration 10F: 3 clusters Score -5591250 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5593604.000000 Penalty: 3459.476807
	Iteration 11F: 3 clusters Score -5593604 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5595070.000000 Penalty: 3459.476807
	Iteration 12Q: 3 clusters Score -5595070 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5595702.500000 Penalty: 3459.476807
	Iteration 13Q: 3 clusters Score -5595702 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5595964.500000 Penalty: 3459.476807
	Iteration 14Q: 3 clusters Score -5595964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5596071.500000 Penalty: 3459.476807
	Iteration 15Q: 3 clusters Score -5596072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5596126.000000 Penalty: 3459.476807
	Iteration 16Q: 3 clusters Score -5596126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5596161.000000 Penalty: 3459.476807
	Iteration 17Q: 3 clusters Score -5596161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5596172.500000 Penalty: 3459.476807
	Iteration 18Q: 3 clusters Score -5596172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5596187.500000 Penalty: 3459.476807
	Iteration 19Q: 3 clusters Score -5596188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5596197.000000 Penalty: 3459.476807
	Iteration 20F: 3 clusters Score -5596197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5596197.000000 Penalty: 3459.476807
	Iteration 21Q: 3 clusters Score -5596197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5596201.000000 Penalty: 3459.476807
	Iteration 22Q: 3 clusters Score -5596201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5596205.000000 Penalty: 3459.476807
	Iteration 23Q: 3 clusters Score -5596205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5596209.000000 Penalty: 3459.476807
	Iteration 24Q: 3 clusters Score -5596209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5596208.500000 Penalty: 3459.476807
	Iteration 25Q: 3 clusters Score -5596208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5596208.500000 Penalty: 3459.476807
	Iteration 26F: 3 clusters Score -5596208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -613708.250000 Penalty: 1377.173096
	Iteration 0F: 2 clusters Score -613708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -609817.500000 Penalty: 2754.346191
	Iteration 0F: 3 clusters Score -609817.5 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -610846.500000 Penalty: 2754.346191
	Iteration 1F: 3 clusters Score -610846.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -611098.000000 Penalty: 2754.346191
	Iteration 2F: 3 clusters Score -611098 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -611297.000000 Penalty: 2754.346191
	Iteration 3F: 3 clusters Score -611297 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -611504.187500 Penalty: 2754.346191
	Iteration 4F: 3 clusters Score -611504.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -611715.875000 Penalty: 2754.346191
	Iteration 5F: 3 clusters Score -611715.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -611921.437500 Penalty: 2754.346191
	Iteration 6F: 3 clusters Score -611921.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -612099.937500 Penalty: 2754.346191
	Iteration 7F: 3 clusters Score -612099.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -612221.062500 Penalty: 2754.346191
	Iteration 8Q: 3 clusters Score -612221.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -612293.562500 Penalty: 2754.346191
	Iteration 9Q: 3 clusters Score -612293.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -612361.125000 Penalty: 2754.346191
	Iteration 10Q: 3 clusters Score -612361.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -612411.187500 Penalty: 2754.346191
	Iteration 11Q: 3 clusters Score -612411.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -612439.312500 Penalty: 2754.346191
	Iteration 12Q: 3 clusters Score -612439.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -612455.750000 Penalty: 2754.346191
	Iteration 13Q: 3 clusters Score -612455.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -612468.500000 Penalty: 2754.346191
	Iteration 14Q: 3 clusters Score -612468.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -612476.062500 Penalty: 2754.346191
	Iteration 15Q: 3 clusters Score -612476.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -612481.437500 Penalty: 2754.346191
	Iteration 16Q: 3 clusters Score -612481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -612487.187500 Penalty: 2754.346191
	Iteration 17Q: 3 clusters Score -612487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -612488.312500 Penalty: 2754.346191
	Iteration 18Q: 3 clusters Score -612488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -612490.187500 Penalty: 2754.346191
	Iteration 19Q: 3 clusters Score -612490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -612492.687500 Penalty: 2754.346191
	Iteration 20F: 3 clusters Score -612492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -612496.625000 Penalty: 2754.346191
	Iteration 21Q: 3 clusters Score -612496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -612496.375000 Penalty: 2754.346191
	Iteration 22Q: 3 clusters Score -612496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -612497.500000 Penalty: 2754.346191
	Iteration 23Q: 3 clusters Score -612497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -612499.625000 Penalty: 2754.346191
	Iteration 24Q: 3 clusters Score -612499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -612500.125000 Penalty: 2754.346191
	Iteration 25Q: 3 clusters Score -612500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -612502.125000 Penalty: 2754.346191
	Iteration 26Q: 3 clusters Score -612502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -612503.750000 Penalty: 2754.346191
	Iteration 27Q: 3 clusters Score -612503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -612505.125000 Penalty: 2754.346191
	Iteration 28Q: 3 clusters Score -612505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -612505.312500 Penalty: 2754.346191
	Iteration 29Q: 3 clusters Score -612505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -612506.062500 Penalty: 2754.346191
	Iteration 30Q: 3 clusters Score -612506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -612506.312500 Penalty: 2754.346191
	Iteration 31Q: 3 clusters Score -612506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -612506.312500 Penalty: 2754.346191
	Iteration 32F: 3 clusters Score -612506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Entering Unmasked Estep 
Score: -4814094.500000 Penalty: 1704.633301
	Iteration 0F: 2 clusters Score -4814094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4789899.500000 Penalty: 3409.266602
	Iteration 0F: 3 clusters Score -4789900 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4799225.000000 Penalty: 3409.266602
	Iteration 1F: 3 clusters Score -4799225 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4799653.500000 Penalty: 3409.266602
	Iteration 2Q: 3 clusters Score -4799654 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4800072.000000 Penalty: 3409.266602
	Iteration 3Q: 3 clusters Score -4800072 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4800536.000000 Penalty: 3409.266602
	Iteration 4Q: 3 clusters Score -4800536 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4801139.000000 Penalty: 3409.266602
	Iteration 5Q: 3 clusters Score -4801139 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4802042.500000 Penalty: 3409.266602
	Iteration 6F: 3 clusters Score -4802042 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4803521.000000 Penalty: 3409.266602
	Iteration 7F: 3 clusters Score -4803521 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -4805566.000000 Penalty: 3409.266602
	Iteration 8F: 3 clusters Score -4805566 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4807934.500000 Penalty: 3409.266602
	Iteration 9F: 3 clusters Score -4807934 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4810021.000000 Penalty: 3409.266602
	Iteration 10F: 3 clusters Score -4810021 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4811238.500000 Penalty: 3409.266602
	Iteration 11Q: 3 clusters Score -4811238 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4811922.500000 Penalty: 3409.266602
	Iteration 12Q: 3 clusters Score -4811922 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4812249.000000 Penalty: 3409.266602
	Iteration 13Q: 3 clusters Score -4812249 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -4812384.500000 Penalty: 3409.266602
	Iteration 14Q: 3 clusters Score -4812384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4812456.500000 Penalty: 3409.266602
	Iteration 15Q: 3 clusters Score -4812456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4812503.500000 Penalty: 3409.266602
	Iteration 16Q: 3 clusters Score -4812504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4812521.000000 Penalty: 3409.266602
	Iteration 17Q: 3 clusters Score -4812521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4812523.000000 Penalty: 3409.266602
	Iteration 18Q: 3 clusters Score -4812523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4812534.000000 Penalty: 3409.266602
	Iteration 19Q: 3 clusters Score -4812534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4812540.000000 Penalty: 3409.266602
	Iteration 20F: 3 clusters Score -4812540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4812551.500000 Penalty: 3409.266602
	Iteration 21Q: 3 clusters Score -4812552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4812555.000000 Penalty: 3409.266602
	Iteration 22Q: 3 clusters Score -4812555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4812558.500000 Penalty: 3409.266602
	Iteration 23Q: 3 clusters Score -4812558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -4812569.500000 Penalty: 3409.266602
	Iteration 24Q: 3 clusters Score -4812570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4812568.000000 Penalty: 3409.266602
	Iteration 25Q: 3 clusters Score -4812568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4812577.500000 Penalty: 3409.266602
	Iteration 26Q: 3 clusters Score -4812578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4812581.000000 Penalty: 3409.266602
	Iteration 27Q: 3 clusters Score -4812581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4812585.500000 Penalty: 3409.266602
	Iteration 28Q: 3 clusters Score -4812586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4812587.000000 Penalty: 3409.266602
	Iteration 29Q: 3 clusters Score -4812587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4812591.000000 Penalty: 3409.266602
	Iteration 30Q: 3 clusters Score -4812591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4812596.000000 Penalty: 3409.266602
	Iteration 31Q: 3 clusters Score -4812596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4812598.000000 Penalty: 3409.266602
	Iteration 32Q: 3 clusters Score -4812598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4812603.000000 Penalty: 3409.266602
	Iteration 33Q: 3 clusters Score -4812603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4812603.000000 Penalty: 3409.266602
	Iteration 34Q: 3 clusters Score -4812603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4812603.000000 Penalty: 3409.266602
	Iteration 35F: 3 clusters Score -4812603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (64366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Entering Unmasked Estep 
Score: -8216816.500000 Penalty: 1799.255371
	Iteration 0F: 2 clusters Score -8216816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -8173969.500000 Penalty: 3598.510742
	Iteration 0F: 3 clusters Score -8173970 nChanged 30584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -8191656.000000 Penalty: 3598.510742
	Iteration 1F: 3 clusters Score -8191656 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -8192512.000000 Penalty: 3598.510742
	Iteration 2Q: 3 clusters Score -8192512 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8193806.000000 Penalty: 3598.510742
	Iteration 3Q: 3 clusters Score -8193806 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -8195787.500000 Penalty: 3598.510742
	Iteration 4F: 3 clusters Score -8195788 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -8198718.000000 Penalty: 3598.510742
	Iteration 5F: 3 clusters Score -8198718 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -8202536.000000 Penalty: 3598.510742
	Iteration 6F: 3 clusters Score -8202536 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8206432.500000 Penalty: 3598.510742
	Iteration 7F: 3 clusters Score -8206432 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -8209269.500000 Penalty: 3598.510742
	Iteration 8F: 3 clusters Score -8209270 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8211161.500000 Penalty: 3598.510742
	Iteration 9Q: 3 clusters Score -8211162 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -8212400.000000 Penalty: 3598.510742
	Iteration 10Q: 3 clusters Score -8212400 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8213240.500000 Penalty: 3598.510742
	Iteration 11Q: 3 clusters Score -8213240 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8213781.000000 Penalty: 3598.510742
	Iteration 12Q: 3 clusters Score -8213781 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8214355.000000 Penalty: 3598.510742
	Iteration 13Q: 3 clusters Score -8214355 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8214725.500000 Penalty: 3598.510742
	Iteration 14Q: 3 clusters Score -8214726 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8214973.000000 Penalty: 3598.510742
	Iteration 15Q: 3 clusters Score -8214973 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8215154.500000 Penalty: 3598.510742
	Iteration 16Q: 3 clusters Score -8215154 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8215264.500000 Penalty: 3598.510742
	Iteration 17Q: 3 clusters Score -8215264 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8215329.000000 Penalty: 3598.510742
	Iteration 18Q: 3 clusters Score -8215329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8215377.000000 Penalty: 3598.510742
	Iteration 19Q: 3 clusters Score -8215377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8215402.500000 Penalty: 3598.510742
	Iteration 20F: 3 clusters Score -8215402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8215425.500000 Penalty: 3598.510742
	Iteration 21Q: 3 clusters Score -8215426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8215442.500000 Penalty: 3598.510742
	Iteration 22Q: 3 clusters Score -8215442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8215454.000000 Penalty: 3598.510742
	Iteration 23Q: 3 clusters Score -8215454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8215479.500000 Penalty: 3598.510742
	Iteration 24Q: 3 clusters Score -8215480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8215509.500000 Penalty: 3598.510742
	Iteration 25Q: 3 clusters Score -8215510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8215531.500000 Penalty: 3598.510742
	Iteration 26Q: 3 clusters Score -8215532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8215574.000000 Penalty: 3598.510742
	Iteration 27Q: 3 clusters Score -8215574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8215600.500000 Penalty: 3598.510742
	Iteration 28Q: 3 clusters Score -8215600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8215628.000000 Penalty: 3598.510742
	Iteration 29Q: 3 clusters Score -8215628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8215663.500000 Penalty: 3598.510742
	Iteration 30Q: 3 clusters Score -8215664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8215684.000000 Penalty: 3598.510742
	Iteration 31Q: 3 clusters Score -8215684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8215705.000000 Penalty: 3598.510742
	Iteration 32Q: 3 clusters Score -8215705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8215714.000000 Penalty: 3598.510742
	Iteration 33Q: 3 clusters Score -8215714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8215723.500000 Penalty: 3598.510742
	Iteration 34Q: 3 clusters Score -8215724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8215722.500000 Penalty: 3598.510742
	Iteration 35Q: 3 clusters Score -8215722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8215738.500000 Penalty: 3598.510742
	Iteration 36Q: 3 clusters Score -8215738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8215742.500000 Penalty: 3598.510742
	Iteration 37Q: 3 clusters Score -8215742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8215744.500000 Penalty: 3598.510742
	Iteration 38Q: 3 clusters Score -8215744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8215753.000000 Penalty: 3598.510742
	Iteration 39Q: 3 clusters Score -8215753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8215761.500000 Penalty: 3598.510742
	Iteration 40F: 3 clusters Score -8215762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8215762.000000 Penalty: 3598.510742
	Iteration 41Q: 3 clusters Score -8215762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8215765.000000 Penalty: 3598.510742
	Iteration 42Q: 3 clusters Score -8215765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8215758.500000 Penalty: 3598.510742
	Iteration 43Q: 3 clusters Score -8215758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8215769.000000 Penalty: 3598.510742
	Iteration 44Q: 3 clusters Score -8215769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8215770.000000 Penalty: 3598.510742
	Iteration 45Q: 3 clusters Score -8215770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8215770.000000 Penalty: 3598.510742
	Iteration 46F: 3 clusters Score -8215770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Entering Unmasked Estep 
Score: -9992025.000000 Penalty: 1824.515381
	Iteration 0F: 2 clusters Score -9992025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -9944268.000000 Penalty: 3649.030762
	Iteration 0F: 3 clusters Score -9944268 nChanged 35723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -9964659.000000 Penalty: 3649.030762
	Iteration 1F: 3 clusters Score -9964659 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -9965218.000000 Penalty: 3649.030762
	Iteration 2Q: 3 clusters Score -9965218 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -9965847.000000 Penalty: 3649.030762
	Iteration 3Q: 3 clusters Score -9965847 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -9966700.000000 Penalty: 3649.030762
	Iteration 4Q: 3 clusters Score -9966700 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -9967760.000000 Penalty: 3649.030762
	Iteration 5Q: 3 clusters Score -9967760 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -9969477.000000 Penalty: 3649.030762
	Iteration 6Q: 3 clusters Score -9969477 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -9972028.000000 Penalty: 3649.030762
	Iteration 7F: 3 clusters Score -9972028 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9975444.000000 Penalty: 3649.030762
	Iteration 8F: 3 clusters Score -9975444 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -9979276.000000 Penalty: 3649.030762
	Iteration 9F: 3 clusters Score -9979276 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -9982768.000000 Penalty: 3649.030762
	Iteration 10F: 3 clusters Score -9982768 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -9985322.000000 Penalty: 3649.030762
	Iteration 11Q: 3 clusters Score -9985322 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -9986774.000000 Penalty: 3649.030762
	Iteration 12Q: 3 clusters Score -9986774 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -9987681.000000 Penalty: 3649.030762
	Iteration 13Q: 3 clusters Score -9987681 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -9988212.000000 Penalty: 3649.030762
	Iteration 14Q: 3 clusters Score -9988212 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -9988577.000000 Penalty: 3649.030762
	Iteration 15Q: 3 clusters Score -9988577 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -9988876.000000 Penalty: 3649.030762
	Iteration 16Q: 3 clusters Score -9988876 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -9989181.000000 Penalty: 3649.030762
	Iteration 17Q: 3 clusters Score -9989181 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -9989425.000000 Penalty: 3649.030762
	Iteration 18Q: 3 clusters Score -9989425 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -9989641.000000 Penalty: 3649.030762
	Iteration 19Q: 3 clusters Score -9989641 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -9989744.000000 Penalty: 3649.030762
	Iteration 20F: 3 clusters Score -9989744 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -9989873.000000 Penalty: 3649.030762
	Iteration 21Q: 3 clusters Score -9989873 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -9989996.000000 Penalty: 3649.030762
	Iteration 22Q: 3 clusters Score -9989996 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -9990048.000000 Penalty: 3649.030762
	Iteration 23Q: 3 clusters Score -9990048 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -9990101.000000 Penalty: 3649.030762
	Iteration 24Q: 3 clusters Score -9990101 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9990160.000000 Penalty: 3649.030762
	Iteration 25Q: 3 clusters Score -9990160 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -9990197.000000 Penalty: 3649.030762
	Iteration 26Q: 3 clusters Score -9990197 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -9990233.000000 Penalty: 3649.030762
	Iteration 27Q: 3 clusters Score -9990233 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -9990289.000000 Penalty: 3649.030762
	Iteration 28Q: 3 clusters Score -9990289 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -9990315.000000 Penalty: 3649.030762
	Iteration 29Q: 3 clusters Score -9990315 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -9990363.000000 Penalty: 3649.030762
	Iteration 30Q: 3 clusters Score -9990363 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -9990334.000000 Penalty: 3649.030762
	Iteration 31Q: 3 clusters Score -9990334 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -9990362.000000 Penalty: 3649.030762
	Iteration 32Q: 3 clusters Score -9990362 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -9990362.000000 Penalty: 3649.030762
	Iteration 33Q: 3 clusters Score -9990362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -9990403.000000 Penalty: 3649.030762
	Iteration 34Q: 3 clusters Score -9990403 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -9990424.000000 Penalty: 3649.030762
	Iteration 35Q: 3 clusters Score -9990424 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -9990408.000000 Penalty: 3649.030762
	Iteration 36Q: 3 clusters Score -9990408 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -9990422.000000 Penalty: 3649.030762
	Iteration 37Q: 3 clusters Score -9990422 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -9990400.000000 Penalty: 3649.030762
	Iteration 38Q: 3 clusters Score -9990400 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -9990404.000000 Penalty: 3649.030762
	Iteration 39Q: 3 clusters Score -9990404 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -9990395.000000 Penalty: 3649.030762
	Iteration 40F: 3 clusters Score -9990395 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -9990396.000000 Penalty: 3649.030762
	Iteration 41Q: 3 clusters Score -9990396 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -9990437.000000 Penalty: 3649.030762
	Iteration 42Q: 3 clusters Score -9990437 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9990440.000000 Penalty: 3649.030762
	Iteration 43Q: 3 clusters Score -9990440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -9990449.000000 Penalty: 3649.030762
	Iteration 44Q: 3 clusters Score -9990449 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -9990471.000000 Penalty: 3649.030762
	Iteration 45Q: 3 clusters Score -9990471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9990476.000000 Penalty: 3649.030762
	Iteration 46Q: 3 clusters Score -9990476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -9990476.000000 Penalty: 3649.030762
	Iteration 47Q: 3 clusters Score -9990476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -9990478.000000 Penalty: 3649.030762
	Iteration 48Q: 3 clusters Score -9990478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -9990490.000000 Penalty: 3649.030762
	Iteration 49Q: 3 clusters Score -9990490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9990506.000000 Penalty: 3649.030762
	Iteration 50Q: 3 clusters Score -9990506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -9990516.000000 Penalty: 3649.030762
	Iteration 51Q: 3 clusters Score -9990516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -9990499.000000 Penalty: 3649.030762
	Iteration 52Q: 3 clusters Score -9990499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9990509.000000 Penalty: 3649.030762
	Iteration 53Q: 3 clusters Score -9990509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9990514.000000 Penalty: 3649.030762
	Iteration 54Q: 3 clusters Score -9990514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9990517.000000 Penalty: 3649.030762
	Iteration 55Q: 3 clusters Score -9990517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -9990517.000000 Penalty: 3649.030762
	Iteration 56Q: 3 clusters Score -9990517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9990509.000000 Penalty: 3649.030762
	Iteration 57Q: 3 clusters Score -9990509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9990490.000000 Penalty: 3649.030762
	Iteration 58Q: 3 clusters Score -9990490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -9990497.000000 Penalty: 3649.030762
	Iteration 59Q: 3 clusters Score -9990497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -9990482.000000 Penalty: 3649.030762
	Iteration 60F: 3 clusters Score -9990482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9990516.000000 Penalty: 3649.030762
	Iteration 61Q: 3 clusters Score -9990516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9990523.000000 Penalty: 3649.030762
	Iteration 62Q: 3 clusters Score -9990523 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -9990519.000000 Penalty: 3649.030762
	Iteration 63Q: 3 clusters Score -9990519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -9990544.000000 Penalty: 3649.030762
	Iteration 64Q: 3 clusters Score -9990544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9990514.000000 Penalty: 3649.030762
	Iteration 65Q: 3 clusters Score -9990514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9990517.000000 Penalty: 3649.030762
	Iteration 66Q: 3 clusters Score -9990517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9990538.000000 Penalty: 3649.030762
	Iteration 67Q: 3 clusters Score -9990538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9990545.000000 Penalty: 3649.030762
	Iteration 68Q: 3 clusters Score -9990545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9990548.000000 Penalty: 3649.030762
	Iteration 69Q: 3 clusters Score -9990548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9990560.000000 Penalty: 3649.030762
	Iteration 70Q: 3 clusters Score -9990560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -9990581.000000 Penalty: 3649.030762
	Iteration 71Q: 3 clusters Score -9990581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9990587.000000 Penalty: 3649.030762
	Iteration 72Q: 3 clusters Score -9990587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9990588.000000 Penalty: 3649.030762
	Iteration 73Q: 3 clusters Score -9990588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9990575.000000 Penalty: 3649.030762
	Iteration 74Q: 3 clusters Score -9990575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9990577.000000 Penalty: 3649.030762
	Iteration 75Q: 3 clusters Score -9990577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9990573.000000 Penalty: 3649.030762
	Iteration 76Q: 3 clusters Score -9990573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9990571.000000 Penalty: 3649.030762
	Iteration 77Q: 3 clusters Score -9990571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9990573.000000 Penalty: 3649.030762
	Iteration 78Q: 3 clusters Score -9990573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9990587.000000 Penalty: 3649.030762
	Iteration 79Q: 3 clusters Score -9990587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9990572.000000 Penalty: 3649.030762
	Iteration 80F: 3 clusters Score -9990572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9990595.000000 Penalty: 3649.030762
	Iteration 81Q: 3 clusters Score -9990595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9990582.000000 Penalty: 3649.030762
	Iteration 82Q: 3 clusters Score -9990582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9990584.000000 Penalty: 3649.030762
	Iteration 83Q: 3 clusters Score -9990584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9990590.000000 Penalty: 3649.030762
	Iteration 84Q: 3 clusters Score -9990590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9990607.000000 Penalty: 3649.030762
	Iteration 85Q: 3 clusters Score -9990607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9990611.000000 Penalty: 3649.030762
	Iteration 86Q: 3 clusters Score -9990611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9990613.000000 Penalty: 3649.030762
	Iteration 87Q: 3 clusters Score -9990613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9990618.000000 Penalty: 3649.030762
	Iteration 88Q: 3 clusters Score -9990618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9990632.000000 Penalty: 3649.030762
	Iteration 89Q: 3 clusters Score -9990632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9990631.000000 Penalty: 3649.030762
	Iteration 90Q: 3 clusters Score -9990631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9990624.000000 Penalty: 3649.030762
	Iteration 91Q: 3 clusters Score -9990624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9990632.000000 Penalty: 3649.030762
	Iteration 92Q: 3 clusters Score -9990632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9990636.000000 Penalty: 3649.030762
	Iteration 93Q: 3 clusters Score -9990636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9990652.000000 Penalty: 3649.030762
	Iteration 94Q: 3 clusters Score -9990652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9990646.000000 Penalty: 3649.030762
	Iteration 95Q: 3 clusters Score -9990646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9990648.000000 Penalty: 3649.030762
	Iteration 96Q: 3 clusters Score -9990648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9990665.000000 Penalty: 3649.030762
	Iteration 97Q: 3 clusters Score -9990665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9990680.000000 Penalty: 3649.030762
	Iteration 98Q: 3 clusters Score -9990680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9990664.000000 Penalty: 3649.030762
	Iteration 99Q: 3 clusters Score -9990664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9990672.000000 Penalty: 3649.030762
	Iteration 100F: 3 clusters Score -9990672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9990675.000000 Penalty: 3649.030762
	Iteration 101Q: 3 clusters Score -9990675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9990686.000000 Penalty: 3649.030762
	Iteration 102Q: 3 clusters Score -9990686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9990699.000000 Penalty: 3649.030762
	Iteration 103Q: 3 clusters Score -9990699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9990702.000000 Penalty: 3649.030762
	Iteration 104Q: 3 clusters Score -9990702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9990724.000000 Penalty: 3649.030762
	Iteration 105Q: 3 clusters Score -9990724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9990714.000000 Penalty: 3649.030762
	Iteration 106Q: 3 clusters Score -9990714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9990717.000000 Penalty: 3649.030762
	Iteration 107Q: 3 clusters Score -9990717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9990728.000000 Penalty: 3649.030762
	Iteration 108Q: 3 clusters Score -9990728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9990754.000000 Penalty: 3649.030762
	Iteration 109Q: 3 clusters Score -9990754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9990749.000000 Penalty: 3649.030762
	Iteration 110Q: 3 clusters Score -9990749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9990754.000000 Penalty: 3649.030762
	Iteration 111Q: 3 clusters Score -9990754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9990757.000000 Penalty: 3649.030762
	Iteration 112Q: 3 clusters Score -9990757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9990763.000000 Penalty: 3649.030762
	Iteration 113Q: 3 clusters Score -9990763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9990749.000000 Penalty: 3649.030762
	Iteration 114Q: 3 clusters Score -9990749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9990768.000000 Penalty: 3649.030762
	Iteration 115Q: 3 clusters Score -9990768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9990769.000000 Penalty: 3649.030762
	Iteration 116Q: 3 clusters Score -9990769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9990768.000000 Penalty: 3649.030762
	Iteration 117Q: 3 clusters Score -9990768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9990762.000000 Penalty: 3649.030762
	Iteration 118Q: 3 clusters Score -9990762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9990765.000000 Penalty: 3649.030762
	Iteration 119Q: 3 clusters Score -9990765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9990761.000000 Penalty: 3649.030762
	Iteration 120F: 3 clusters Score -9990761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9990759.000000 Penalty: 3649.030762
	Iteration 121Q: 3 clusters Score -9990759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9990758.000000 Penalty: 3649.030762
	Iteration 122Q: 3 clusters Score -9990758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9990756.000000 Penalty: 3649.030762
	Iteration 123Q: 3 clusters Score -9990756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9990745.000000 Penalty: 3649.030762
	Iteration 124Q: 3 clusters Score -9990745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9990751.000000 Penalty: 3649.030762
	Iteration 125Q: 3 clusters Score -9990751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9990752.000000 Penalty: 3649.030762
	Iteration 126Q: 3 clusters Score -9990752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9990756.000000 Penalty: 3649.030762
	Iteration 127Q: 3 clusters Score -9990756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9990762.000000 Penalty: 3649.030762
	Iteration 128Q: 3 clusters Score -9990762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9990761.000000 Penalty: 3649.030762
	Iteration 129Q: 3 clusters Score -9990761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9990758.000000 Penalty: 3649.030762
	Iteration 130Q: 3 clusters Score -9990758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9990760.000000 Penalty: 3649.030762
	Iteration 131Q: 3 clusters Score -9990760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9990761.000000 Penalty: 3649.030762
	Iteration 132Q: 3 clusters Score -9990761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9990766.000000 Penalty: 3649.030762
	Iteration 133Q: 3 clusters Score -9990766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9990772.000000 Penalty: 3649.030762
	Iteration 134Q: 3 clusters Score -9990772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9990772.000000 Penalty: 3649.030762
	Iteration 135Q: 3 clusters Score -9990772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9990767.000000 Penalty: 3649.030762
	Iteration 136Q: 3 clusters Score -9990767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9990777.000000 Penalty: 3649.030762
	Iteration 137Q: 3 clusters Score -9990777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9990769.000000 Penalty: 3649.030762
	Iteration 138Q: 3 clusters Score -9990769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9990772.000000 Penalty: 3649.030762
	Iteration 139Q: 3 clusters Score -9990772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9990763.000000 Penalty: 3649.030762
	Iteration 140F: 3 clusters Score -9990763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9990760.000000 Penalty: 3649.030762
	Iteration 141Q: 3 clusters Score -9990760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9990767.000000 Penalty: 3649.030762
	Iteration 142Q: 3 clusters Score -9990767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9990770.000000 Penalty: 3649.030762
	Iteration 143Q: 3 clusters Score -9990770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9990773.000000 Penalty: 3649.030762
	Iteration 144Q: 3 clusters Score -9990773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9990769.000000 Penalty: 3649.030762
	Iteration 145Q: 3 clusters Score -9990769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9990774.000000 Penalty: 3649.030762
	Iteration 146Q: 3 clusters Score -9990774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9990774.000000 Penalty: 3649.030762
	Iteration 147F: 3 clusters Score -9990774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -407188.218750 Penalty: 1323.793213
	Iteration 0F: 2 clusters Score -407188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -404187.625000 Penalty: 2647.586426
	Iteration 0F: 3 clusters Score -404187.6 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -405038.125000 Penalty: 2647.586426
	Iteration 1F: 3 clusters Score -405038.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -405252.781250 Penalty: 2647.586426
	Iteration 2F: 3 clusters Score -405252.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -405428.187500 Penalty: 2647.586426
	Iteration 3F: 3 clusters Score -405428.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -405596.250000 Penalty: 2647.586426
	Iteration 4F: 3 clusters Score -405596.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -405721.375000 Penalty: 2647.586426
	Iteration 5Q: 3 clusters Score -405721.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -405813.406250 Penalty: 2647.586426
	Iteration 6Q: 3 clusters Score -405813.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405893.656250 Penalty: 2647.586426
	Iteration 7Q: 3 clusters Score -405893.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -405959.531250 Penalty: 2647.586426
	Iteration 8Q: 3 clusters Score -405959.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -406034.531250 Penalty: 2647.586426
	Iteration 9Q: 3 clusters Score -406034.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -406100.718750 Penalty: 2647.586426
	Iteration 10Q: 3 clusters Score -406100.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -406142.187500 Penalty: 2647.586426
	Iteration 11Q: 3 clusters Score -406142.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -406166.500000 Penalty: 2647.586426
	Iteration 12Q: 3 clusters Score -406166.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -406184.812500 Penalty: 2647.586426
	Iteration 13Q: 3 clusters Score -406184.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -406200.281250 Penalty: 2647.586426
	Iteration 14Q: 3 clusters Score -406200.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -406210.687500 Penalty: 2647.586426
	Iteration 15Q: 3 clusters Score -406210.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -406220.406250 Penalty: 2647.586426
	Iteration 16Q: 3 clusters Score -406220.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -406227.843750 Penalty: 2647.586426
	Iteration 17Q: 3 clusters Score -406227.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -406232.968750 Penalty: 2647.586426
	Iteration 18Q: 3 clusters Score -406233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -406235.281250 Penalty: 2647.586426
	Iteration 19Q: 3 clusters Score -406235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -406237.093750 Penalty: 2647.586426
	Iteration 20F: 3 clusters Score -406237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -406240.125000 Penalty: 2647.586426
	Iteration 21Q: 3 clusters Score -406240.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -406241.687500 Penalty: 2647.586426
	Iteration 22Q: 3 clusters Score -406241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -406244.187500 Penalty: 2647.586426
	Iteration 23Q: 3 clusters Score -406244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -406245.000000 Penalty: 2647.586426
	Iteration 24Q: 3 clusters Score -406245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -406245.562500 Penalty: 2647.586426
	Iteration 25Q: 3 clusters Score -406245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -406247.281250 Penalty: 2647.586426
	Iteration 26Q: 3 clusters Score -406247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -406249.593750 Penalty: 2647.586426
	Iteration 27Q: 3 clusters Score -406249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -406251.656250 Penalty: 2647.586426
	Iteration 28Q: 3 clusters Score -406251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -406254.375000 Penalty: 2647.586426
	Iteration 29Q: 3 clusters Score -406254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -406255.593750 Penalty: 2647.586426
	Iteration 30Q: 3 clusters Score -406255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -406257.156250 Penalty: 2647.586426
	Iteration 31Q: 3 clusters Score -406257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -406257.843750 Penalty: 2647.586426
	Iteration 32Q: 3 clusters Score -406257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -406259.968750 Penalty: 2647.586426
	Iteration 33Q: 3 clusters Score -406260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -406261.000000 Penalty: 2647.586426
	Iteration 34Q: 3 clusters Score -406261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -406265.000000 Penalty: 2647.586426
	Iteration 35Q: 3 clusters Score -406265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -406267.937500 Penalty: 2647.586426
	Iteration 36Q: 3 clusters Score -406267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -406269.968750 Penalty: 2647.586426
	Iteration 37Q: 3 clusters Score -406270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -406271.000000 Penalty: 2647.586426
	Iteration 38Q: 3 clusters Score -406271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406271.375000 Penalty: 2647.586426
	Iteration 39Q: 3 clusters Score -406271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406271.375000 Penalty: 2647.586426
	Iteration 40F: 3 clusters Score -406271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -869230.375000 Penalty: 1437.251465
	Iteration 0F: 2 clusters Score -869230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -864011.375000 Penalty: 2874.502930
	Iteration 0F: 3 clusters Score -864011.4 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -865715.812500 Penalty: 2874.502930
	Iteration 1F: 3 clusters Score -865715.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -865953.250000 Penalty: 2874.502930
	Iteration 2F: 3 clusters Score -865953.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -866136.750000 Penalty: 2874.502930
	Iteration 3F: 3 clusters Score -866136.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -866291.125000 Penalty: 2874.502930
	Iteration 4Q: 3 clusters Score -866291.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -866430.062500 Penalty: 2874.502930
	Iteration 5Q: 3 clusters Score -866430.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -866574.937500 Penalty: 2874.502930
	Iteration 6Q: 3 clusters Score -866574.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -866709.500000 Penalty: 2874.502930
	Iteration 7Q: 3 clusters Score -866709.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -866844.312500 Penalty: 2874.502930
	Iteration 8Q: 3 clusters Score -866844.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -866985.250000 Penalty: 2874.502930
	Iteration 9Q: 3 clusters Score -866985.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -867109.187500 Penalty: 2874.502930
	Iteration 10Q: 3 clusters Score -867109.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -867237.625000 Penalty: 2874.502930
	Iteration 11Q: 3 clusters Score -867237.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -867371.875000 Penalty: 2874.502930
	Iteration 12Q: 3 clusters Score -867371.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -867517.687500 Penalty: 2874.502930
	Iteration 13Q: 3 clusters Score -867517.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -867628.187500 Penalty: 2874.502930
	Iteration 14Q: 3 clusters Score -867628.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -867695.875000 Penalty: 2874.502930
	Iteration 15Q: 3 clusters Score -867695.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -867738.500000 Penalty: 2874.502930
	Iteration 16Q: 3 clusters Score -867738.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -867786.875000 Penalty: 2874.502930
	Iteration 17Q: 3 clusters Score -867786.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -867823.625000 Penalty: 2874.502930
	Iteration 18Q: 3 clusters Score -867823.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -867859.750000 Penalty: 2874.502930
	Iteration 19Q: 3 clusters Score -867859.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -867897.312500 Penalty: 2874.502930
	Iteration 20F: 3 clusters Score -867897.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -867934.937500 Penalty: 2874.502930
	Iteration 21Q: 3 clusters Score -867934.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -867966.812500 Penalty: 2874.502930
	Iteration 22Q: 3 clusters Score -867966.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -867980.875000 Penalty: 2874.502930
	Iteration 23Q: 3 clusters Score -867980.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -868002.187500 Penalty: 2874.502930
	Iteration 24Q: 3 clusters Score -868002.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -868019.187500 Penalty: 2874.502930
	Iteration 25Q: 3 clusters Score -868019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -868023.625000 Penalty: 2874.502930
	Iteration 26Q: 3 clusters Score -868023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -868029.625000 Penalty: 2874.502930
	Iteration 27Q: 3 clusters Score -868029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -868029.812500 Penalty: 2874.502930
	Iteration 28Q: 3 clusters Score -868029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -868033.562500 Penalty: 2874.502930
	Iteration 29Q: 3 clusters Score -868033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -868036.812500 Penalty: 2874.502930
	Iteration 30Q: 3 clusters Score -868036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -868040.062500 Penalty: 2874.502930
	Iteration 31Q: 3 clusters Score -868040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -868042.562500 Penalty: 2874.502930
	Iteration 32Q: 3 clusters Score -868042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -868044.000000 Penalty: 2874.502930
	Iteration 33Q: 3 clusters Score -868044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -868044.437500 Penalty: 2874.502930
	Iteration 34Q: 3 clusters Score -868044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -868047.812500 Penalty: 2874.502930
	Iteration 35Q: 3 clusters Score -868047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -868051.187500 Penalty: 2874.502930
	Iteration 36Q: 3 clusters Score -868051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -868055.875000 Penalty: 2874.502930
	Iteration 37Q: 3 clusters Score -868055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -868060.062500 Penalty: 2874.502930
	Iteration 38Q: 3 clusters Score -868060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -868063.625000 Penalty: 2874.502930
	Iteration 39Q: 3 clusters Score -868063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -868063.750000 Penalty: 2874.502930
	Iteration 40F: 3 clusters Score -868063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -868064.625000 Penalty: 2874.502930
	Iteration 41Q: 3 clusters Score -868064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -868066.312500 Penalty: 2874.502930
	Iteration 42Q: 3 clusters Score -868066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -868066.312500 Penalty: 2874.502930
	Iteration 43F: 3 clusters Score -868066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Entering Unmasked Estep 
Score: -3168108.500000 Penalty: 1641.783203
	Iteration 0F: 2 clusters Score -3168108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3151564.750000 Penalty: 3283.566406
	Iteration 0F: 3 clusters Score -3151565 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3157871.000000 Penalty: 3283.566406
	Iteration 1F: 3 clusters Score -3157871 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3158301.250000 Penalty: 3283.566406
	Iteration 2Q: 3 clusters Score -3158301 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3158749.000000 Penalty: 3283.566406
	Iteration 3Q: 3 clusters Score -3158749 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3159286.250000 Penalty: 3283.566406
	Iteration 4Q: 3 clusters Score -3159286 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3159946.250000 Penalty: 3283.566406
	Iteration 5Q: 3 clusters Score -3159946 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3160930.000000 Penalty: 3283.566406
	Iteration 6F: 3 clusters Score -3160930 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3162230.250000 Penalty: 3283.566406
	Iteration 7F: 3 clusters Score -3162230 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3163744.750000 Penalty: 3283.566406
	Iteration 8F: 3 clusters Score -3163745 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3164990.750000 Penalty: 3283.566406
	Iteration 9F: 3 clusters Score -3164991 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3165767.750000 Penalty: 3283.566406
	Iteration 10Q: 3 clusters Score -3165768 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3166168.500000 Penalty: 3283.566406
	Iteration 11Q: 3 clusters Score -3166168 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3166374.750000 Penalty: 3283.566406
	Iteration 12Q: 3 clusters Score -3166375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3166505.250000 Penalty: 3283.566406
	Iteration 13Q: 3 clusters Score -3166505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3166566.000000 Penalty: 3283.566406
	Iteration 14Q: 3 clusters Score -3166566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3166616.750000 Penalty: 3283.566406
	Iteration 15Q: 3 clusters Score -3166617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3166657.000000 Penalty: 3283.566406
	Iteration 16Q: 3 clusters Score -3166657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3166683.750000 Penalty: 3283.566406
	Iteration 17Q: 3 clusters Score -3166684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3166698.750000 Penalty: 3283.566406
	Iteration 18Q: 3 clusters Score -3166699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3166705.750000 Penalty: 3283.566406
	Iteration 19Q: 3 clusters Score -3166706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3166713.750000 Penalty: 3283.566406
	Iteration 20F: 3 clusters Score -3166714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3166719.750000 Penalty: 3283.566406
	Iteration 21Q: 3 clusters Score -3166720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3166723.250000 Penalty: 3283.566406
	Iteration 22Q: 3 clusters Score -3166723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3166726.500000 Penalty: 3283.566406
	Iteration 23Q: 3 clusters Score -3166726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3166728.500000 Penalty: 3283.566406
	Iteration 24Q: 3 clusters Score -3166728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3166728.500000 Penalty: 3283.566406
	Iteration 25F: 3 clusters Score -3166728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -256985.921875 Penalty: 1251.738770
	Iteration 0F: 2 clusters Score -256985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -254776.593750 Penalty: 2503.477539
	Iteration 0F: 3 clusters Score -254776.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255278.062500 Penalty: 2503.477539
	Iteration 1F: 3 clusters Score -255278.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255429.796875 Penalty: 2503.477539
	Iteration 2F: 3 clusters Score -255429.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255514.750000 Penalty: 2503.477539
	Iteration 3F: 3 clusters Score -255514.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -255559.281250 Penalty: 2503.477539
	Iteration 4Q: 3 clusters Score -255559.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -255587.453125 Penalty: 2503.477539
	Iteration 5Q: 3 clusters Score -255587.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -255605.953125 Penalty: 2503.477539
	Iteration 6Q: 3 clusters Score -255606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -255618.843750 Penalty: 2503.477539
	Iteration 7Q: 3 clusters Score -255618.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255630.312500 Penalty: 2503.477539
	Iteration 8Q: 3 clusters Score -255630.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -255640.640625 Penalty: 2503.477539
	Iteration 9Q: 3 clusters Score -255640.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -255652.250000 Penalty: 2503.477539
	Iteration 10Q: 3 clusters Score -255652.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -255661.156250 Penalty: 2503.477539
	Iteration 11Q: 3 clusters Score -255661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -255666.156250 Penalty: 2503.477539
	Iteration 12Q: 3 clusters Score -255666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -255672.000000 Penalty: 2503.477539
	Iteration 13Q: 3 clusters Score -255672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -255678.203125 Penalty: 2503.477539
	Iteration 14Q: 3 clusters Score -255678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -255681.937500 Penalty: 2503.477539
	Iteration 15Q: 3 clusters Score -255681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -255684.156250 Penalty: 2503.477539
	Iteration 16Q: 3 clusters Score -255684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -255685.906250 Penalty: 2503.477539
	Iteration 17Q: 3 clusters Score -255685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255687.156250 Penalty: 2503.477539
	Iteration 18Q: 3 clusters Score -255687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255688.625000 Penalty: 2503.477539
	Iteration 19Q: 3 clusters Score -255688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -255689.203125 Penalty: 2503.477539
	Iteration 20F: 3 clusters Score -255689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255689.500000 Penalty: 2503.477539
	Iteration 21Q: 3 clusters Score -255689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -255690.062500 Penalty: 2503.477539
	Iteration 22Q: 3 clusters Score -255690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255690.265625 Penalty: 2503.477539
	Iteration 23Q: 3 clusters Score -255690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -255693.375000 Penalty: 2503.477539
	Iteration 24Q: 3 clusters Score -255693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -255697.359375 Penalty: 2503.477539
	Iteration 25Q: 3 clusters Score -255697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -255700.437500 Penalty: 2503.477539
	Iteration 26Q: 3 clusters Score -255700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -255704.187500 Penalty: 2503.477539
	Iteration 27Q: 3 clusters Score -255704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -255707.921875 Penalty: 2503.477539
	Iteration 28Q: 3 clusters Score -255707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -255709.390625 Penalty: 2503.477539
	Iteration 29Q: 3 clusters Score -255709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -255710.296875 Penalty: 2503.477539
	Iteration 30Q: 3 clusters Score -255710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -255710.734375 Penalty: 2503.477539
	Iteration 31Q: 3 clusters Score -255710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -255711.328125 Penalty: 2503.477539
	Iteration 32Q: 3 clusters Score -255711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -255711.953125 Penalty: 2503.477539
	Iteration 33Q: 3 clusters Score -255712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -255712.781250 Penalty: 2503.477539
	Iteration 34Q: 3 clusters Score -255712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -255713.218750 Penalty: 2503.477539
	Iteration 35Q: 3 clusters Score -255713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -255713.671875 Penalty: 2503.477539
	Iteration 36Q: 3 clusters Score -255713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -255713.671875 Penalty: 2503.477539
	Iteration 37F: 3 clusters Score -255713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Entering Unmasked Estep 
Score: -1170592.875000 Penalty: 1473.582642
	Iteration 0F: 2 clusters Score -1170593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1164213.875000 Penalty: 2947.165283
	Iteration 0F: 3 clusters Score -1164214 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1166212.125000 Penalty: 2947.165283
	Iteration 1F: 3 clusters Score -1166212 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1166428.875000 Penalty: 2947.165283
	Iteration 2F: 3 clusters Score -1166429 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1166599.000000 Penalty: 2947.165283
	Iteration 3Q: 3 clusters Score -1166599 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1166734.000000 Penalty: 2947.165283
	Iteration 4Q: 3 clusters Score -1166734 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1166846.625000 Penalty: 2947.165283
	Iteration 5Q: 3 clusters Score -1166847 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1166958.750000 Penalty: 2947.165283
	Iteration 6Q: 3 clusters Score -1166959 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1167040.750000 Penalty: 2947.165283
	Iteration 7Q: 3 clusters Score -1167041 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1167120.125000 Penalty: 2947.165283
	Iteration 8Q: 3 clusters Score -1167120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1167201.500000 Penalty: 2947.165283
	Iteration 9Q: 3 clusters Score -1167202 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1167312.375000 Penalty: 2947.165283
	Iteration 10Q: 3 clusters Score -1167312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1167445.750000 Penalty: 2947.165283
	Iteration 11Q: 3 clusters Score -1167446 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1167595.625000 Penalty: 2947.165283
	Iteration 12Q: 3 clusters Score -1167596 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1167754.000000 Penalty: 2947.165283
	Iteration 13Q: 3 clusters Score -1167754 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1167932.000000 Penalty: 2947.165283
	Iteration 14Q: 3 clusters Score -1167932 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1168172.250000 Penalty: 2947.165283
	Iteration 15Q: 3 clusters Score -1168172 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1168444.250000 Penalty: 2947.165283
	Iteration 16Q: 3 clusters Score -1168444 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1168689.750000 Penalty: 2947.165283
	Iteration 17Q: 3 clusters Score -1168690 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1168873.250000 Penalty: 2947.165283
	Iteration 18Q: 3 clusters Score -1168873 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1169002.750000 Penalty: 2947.165283
	Iteration 19Q: 3 clusters Score -1169003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1169094.500000 Penalty: 2947.165283
	Iteration 20F: 3 clusters Score -1169094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1169157.250000 Penalty: 2947.165283
	Iteration 21Q: 3 clusters Score -1169157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1169203.375000 Penalty: 2947.165283
	Iteration 22Q: 3 clusters Score -1169203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1169245.625000 Penalty: 2947.165283
	Iteration 23Q: 3 clusters Score -1169246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1169274.125000 Penalty: 2947.165283
	Iteration 24Q: 3 clusters Score -1169274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1169292.500000 Penalty: 2947.165283
	Iteration 25Q: 3 clusters Score -1169292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1169316.000000 Penalty: 2947.165283
	Iteration 26Q: 3 clusters Score -1169316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1169328.625000 Penalty: 2947.165283
	Iteration 27Q: 3 clusters Score -1169329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1169342.750000 Penalty: 2947.165283
	Iteration 28Q: 3 clusters Score -1169343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1169354.375000 Penalty: 2947.165283
	Iteration 29Q: 3 clusters Score -1169354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1169363.500000 Penalty: 2947.165283
	Iteration 30Q: 3 clusters Score -1169364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1169372.125000 Penalty: 2947.165283
	Iteration 31Q: 3 clusters Score -1169372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1169374.625000 Penalty: 2947.165283
	Iteration 32Q: 3 clusters Score -1169375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1169375.875000 Penalty: 2947.165283
	Iteration 33Q: 3 clusters Score -1169376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1169375.625000 Penalty: 2947.165283
	Iteration 34Q: 3 clusters Score -1169376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1169375.625000 Penalty: 2947.165283
	Iteration 35F: 3 clusters Score -1169376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Entering Unmasked Estep 
Score: -10653292.000000 Penalty: 1836.622314
	Iteration 0F: 2 clusters Score -1.065329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -10600640.000000 Penalty: 3673.244629
	Iteration 0F: 3 clusters Score -1.060064e+07 nChanged 38604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -10623270.000000 Penalty: 3673.244629
	Iteration 1F: 3 clusters Score -1.062327e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -10623963.000000 Penalty: 3673.244629
	Iteration 2Q: 3 clusters Score -1.062396e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -10625109.000000 Penalty: 3673.244629
	Iteration 3Q: 3 clusters Score -1.062511e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -10626936.000000 Penalty: 3673.244629
	Iteration 4F: 3 clusters Score -1.062694e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -10629847.000000 Penalty: 3673.244629
	Iteration 5F: 3 clusters Score -1.062985e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -10634122.000000 Penalty: 3673.244629
	Iteration 6F: 3 clusters Score -1.063412e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -10638884.000000 Penalty: 3673.244629
	Iteration 7F: 3 clusters Score -1.063888e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -10643626.000000 Penalty: 3673.244629
	Iteration 8F: 3 clusters Score -1.064363e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10647719.000000 Penalty: 3673.244629
	Iteration 9F: 3 clusters Score -1.064772e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10650265.000000 Penalty: 3673.244629
	Iteration 10Q: 3 clusters Score -1.065026e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10651171.000000 Penalty: 3673.244629
	Iteration 11Q: 3 clusters Score -1.065117e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10651473.000000 Penalty: 3673.244629
	Iteration 12Q: 3 clusters Score -1.065147e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10651576.000000 Penalty: 3673.244629
	Iteration 13Q: 3 clusters Score -1.065158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10651615.000000 Penalty: 3673.244629
	Iteration 14Q: 3 clusters Score -1.065162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10651636.000000 Penalty: 3673.244629
	Iteration 15Q: 3 clusters Score -1.065164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10651647.000000 Penalty: 3673.244629
	Iteration 16Q: 3 clusters Score -1.065165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10651647.000000 Penalty: 3673.244629
	Iteration 17Q: 3 clusters Score -1.065165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10651647.000000 Penalty: 3673.244629
	Iteration 18F: 3 clusters Score -1.065165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Entering Unmasked Estep 
Score: -2423911.500000 Penalty: 1602.877686
	Iteration 0F: 2 clusters Score -2423912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2410683.000000 Penalty: 3205.755371
	Iteration 0F: 3 clusters Score -2410683 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2415275.500000 Penalty: 3205.755371
	Iteration 1F: 3 clusters Score -2415276 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2415538.750000 Penalty: 3205.755371
	Iteration 2Q: 3 clusters Score -2415539 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2415763.250000 Penalty: 3205.755371
	Iteration 3Q: 3 clusters Score -2415763 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2415966.000000 Penalty: 3205.755371
	Iteration 4Q: 3 clusters Score -2415966 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2416180.750000 Penalty: 3205.755371
	Iteration 5Q: 3 clusters Score -2416181 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2416447.750000 Penalty: 3205.755371
	Iteration 6Q: 3 clusters Score -2416448 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2416838.750000 Penalty: 3205.755371
	Iteration 7Q: 3 clusters Score -2416839 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2417448.250000 Penalty: 3205.755371
	Iteration 8F: 3 clusters Score -2417448 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2418291.750000 Penalty: 3205.755371
	Iteration 9F: 3 clusters Score -2418292 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2419439.500000 Penalty: 3205.755371
	Iteration 10F: 3 clusters Score -2419440 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2420733.500000 Penalty: 3205.755371
	Iteration 11F: 3 clusters Score -2420734 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2421696.500000 Penalty: 3205.755371
	Iteration 12Q: 3 clusters Score -2421696 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2422170.500000 Penalty: 3205.755371
	Iteration 13Q: 3 clusters Score -2422170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2422348.000000 Penalty: 3205.755371
	Iteration 14Q: 3 clusters Score -2422348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2422410.750000 Penalty: 3205.755371
	Iteration 15Q: 3 clusters Score -2422411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2422440.250000 Penalty: 3205.755371
	Iteration 16Q: 3 clusters Score -2422440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2422457.250000 Penalty: 3205.755371
	Iteration 17Q: 3 clusters Score -2422457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2422472.000000 Penalty: 3205.755371
	Iteration 18Q: 3 clusters Score -2422472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2422481.250000 Penalty: 3205.755371
	Iteration 19Q: 3 clusters Score -2422481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2422491.500000 Penalty: 3205.755371
	Iteration 20F: 3 clusters Score -2422492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2422502.750000 Penalty: 3205.755371
	Iteration 21Q: 3 clusters Score -2422503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2422508.250000 Penalty: 3205.755371
	Iteration 22Q: 3 clusters Score -2422508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2422508.500000 Penalty: 3205.755371
	Iteration 23Q: 3 clusters Score -2422508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2422508.750000 Penalty: 3205.755371
	Iteration 24Q: 3 clusters Score -2422509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2422508.750000 Penalty: 3205.755371
	Iteration 25F: 3 clusters Score -2422509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -309821.218750 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -309821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -307336.656250 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -307336.7 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -307914.781250 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -307914.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -308050.125000 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -308050.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -308141.562500 Penalty: 2553.052002
	Iteration 3F: 3 clusters Score -308141.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -308204.281250 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -308204.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -308261.687500 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -308261.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -308296.156250 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -308296.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -308317.718750 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -308317.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -308335.312500 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -308335.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -308356.437500 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -308356.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -308373.812500 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -308373.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308385.031250 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -308385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -308396.906250 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -308396.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -308415.062500 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -308415.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -308431.468750 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -308431.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -308443.125000 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -308443.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -308460.250000 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -308460.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -308476.781250 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -308476.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -308491.062500 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -308491.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -308502.031250 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -308502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -308515.125000 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -308515.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -308531.218750 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -308531.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -308546.281250 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -308546.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -308559.843750 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -308559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -308568.406250 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -308568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -308575.343750 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -308575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -308580.281250 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -308580.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -308586.625000 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -308586.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -308593.156250 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -308593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -308598.406250 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -308598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -308604.687500 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -308604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -308612.187500 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -308612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -308622.218750 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -308622.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -308631.812500 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -308631.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -308638.937500 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -308638.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -308648.218750 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -308648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -308659.250000 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -308659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -308671.437500 Penalty: 2553.052002
	Iteration 37Q: 3 clusters Score -308671.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -308685.375000 Penalty: 2553.052002
	Iteration 38Q: 3 clusters Score -308685.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -308697.562500 Penalty: 2553.052002
	Iteration 39Q: 3 clusters Score -308697.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -308708.718750 Penalty: 2553.052002
	Iteration 40F: 3 clusters Score -308708.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -308722.312500 Penalty: 2553.052002
	Iteration 41Q: 3 clusters Score -308722.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -308735.125000 Penalty: 2553.052002
	Iteration 42Q: 3 clusters Score -308735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -308743.156250 Penalty: 2553.052002
	Iteration 43Q: 3 clusters Score -308743.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -308750.843750 Penalty: 2553.052002
	Iteration 44Q: 3 clusters Score -308750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -308759.406250 Penalty: 2553.052002
	Iteration 45Q: 3 clusters Score -308759.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -308767.531250 Penalty: 2553.052002
	Iteration 46Q: 3 clusters Score -308767.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -308777.875000 Penalty: 2553.052002
	Iteration 47Q: 3 clusters Score -308777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -308786.062500 Penalty: 2553.052002
	Iteration 48Q: 3 clusters Score -308786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -308789.312500 Penalty: 2553.052002
	Iteration 49Q: 3 clusters Score -308789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -308793.843750 Penalty: 2553.052002
	Iteration 50Q: 3 clusters Score -308793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -308795.531250 Penalty: 2553.052002
	Iteration 51Q: 3 clusters Score -308795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -308799.906250 Penalty: 2553.052002
	Iteration 52Q: 3 clusters Score -308799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -308802.187500 Penalty: 2553.052002
	Iteration 53Q: 3 clusters Score -308802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -308802.437500 Penalty: 2553.052002
	Iteration 54Q: 3 clusters Score -308802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -308802.843750 Penalty: 2553.052002
	Iteration 55Q: 3 clusters Score -308802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -308802.843750 Penalty: 2553.052002
	Iteration 56F: 3 clusters Score -308802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -1111067.875000 Penalty: 1468.811523
	Iteration 0F: 2 clusters Score -1111068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1104890.500000 Penalty: 2937.623047
	Iteration 0F: 3 clusters Score -1104890 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1106796.750000 Penalty: 2937.623047
	Iteration 1F: 3 clusters Score -1106797 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1107006.375000 Penalty: 2937.623047
	Iteration 2F: 3 clusters Score -1107006 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1107171.875000 Penalty: 2937.623047
	Iteration 3Q: 3 clusters Score -1107172 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1107311.875000 Penalty: 2937.623047
	Iteration 4Q: 3 clusters Score -1107312 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1107418.875000 Penalty: 2937.623047
	Iteration 5Q: 3 clusters Score -1107419 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1107533.000000 Penalty: 2937.623047
	Iteration 6Q: 3 clusters Score -1107533 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1107643.250000 Penalty: 2937.623047
	Iteration 7Q: 3 clusters Score -1107643 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1107758.500000 Penalty: 2937.623047
	Iteration 8Q: 3 clusters Score -1107758 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1107878.375000 Penalty: 2937.623047
	Iteration 9Q: 3 clusters Score -1107878 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1108015.125000 Penalty: 2937.623047
	Iteration 10Q: 3 clusters Score -1108015 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1108180.875000 Penalty: 2937.623047
	Iteration 11Q: 3 clusters Score -1108181 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1108385.750000 Penalty: 2937.623047
	Iteration 12Q: 3 clusters Score -1108386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1108624.125000 Penalty: 2937.623047
	Iteration 13Q: 3 clusters Score -1108624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1108834.125000 Penalty: 2937.623047
	Iteration 14Q: 3 clusters Score -1108834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1109049.875000 Penalty: 2937.623047
	Iteration 15Q: 3 clusters Score -1109050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1109261.625000 Penalty: 2937.623047
	Iteration 16Q: 3 clusters Score -1109262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1109405.375000 Penalty: 2937.623047
	Iteration 17Q: 3 clusters Score -1109405 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1109536.000000 Penalty: 2937.623047
	Iteration 18Q: 3 clusters Score -1109536 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1109598.125000 Penalty: 2937.623047
	Iteration 19Q: 3 clusters Score -1109598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1109634.625000 Penalty: 2937.623047
	Iteration 20F: 3 clusters Score -1109635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1109656.000000 Penalty: 2937.623047
	Iteration 21Q: 3 clusters Score -1109656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1109673.875000 Penalty: 2937.623047
	Iteration 22Q: 3 clusters Score -1109674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1109686.875000 Penalty: 2937.623047
	Iteration 23Q: 3 clusters Score -1109687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1109696.875000 Penalty: 2937.623047
	Iteration 24Q: 3 clusters Score -1109697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1109703.000000 Penalty: 2937.623047
	Iteration 25Q: 3 clusters Score -1109703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1109702.250000 Penalty: 2937.623047
	Iteration 26Q: 3 clusters Score -1109702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1109704.500000 Penalty: 2937.623047
	Iteration 27Q: 3 clusters Score -1109704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1109705.000000 Penalty: 2937.623047
	Iteration 28Q: 3 clusters Score -1109705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1109705.875000 Penalty: 2937.623047
	Iteration 29Q: 3 clusters Score -1109706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1109707.875000 Penalty: 2937.623047
	Iteration 30Q: 3 clusters Score -1109708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1109709.125000 Penalty: 2937.623047
	Iteration 31Q: 3 clusters Score -1109709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1109711.500000 Penalty: 2937.623047
	Iteration 32Q: 3 clusters Score -1109712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1109714.000000 Penalty: 2937.623047
	Iteration 33Q: 3 clusters Score -1109714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1109721.000000 Penalty: 2937.623047
	Iteration 34Q: 3 clusters Score -1109721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1109723.500000 Penalty: 2937.623047
	Iteration 35Q: 3 clusters Score -1109724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1109725.375000 Penalty: 2937.623047
	Iteration 36Q: 3 clusters Score -1109725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1109724.125000 Penalty: 2937.623047
	Iteration 37Q: 3 clusters Score -1109724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1109725.125000 Penalty: 2937.623047
	Iteration 38Q: 3 clusters Score -1109725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1109725.125000 Penalty: 2937.623047
	Iteration 39F: 3 clusters Score -1109725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (70626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Entering Unmasked Estep 
Score: -9333737.000000 Penalty: 1814.337402
	Iteration 0F: 2 clusters Score -9333737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9287399.000000 Penalty: 3628.674805
	Iteration 0F: 3 clusters Score -9287399 nChanged 33449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -9306795.000000 Penalty: 3628.674805
	Iteration 1F: 3 clusters Score -9306795 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -9307362.000000 Penalty: 3628.674805
	Iteration 2Q: 3 clusters Score -9307362 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -9308055.000000 Penalty: 3628.674805
	Iteration 3Q: 3 clusters Score -9308055 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -9308874.000000 Penalty: 3628.674805
	Iteration 4Q: 3 clusters Score -9308874 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -9309959.000000 Penalty: 3628.674805
	Iteration 5Q: 3 clusters Score -9309959 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -9311700.000000 Penalty: 3628.674805
	Iteration 6Q: 3 clusters Score -9311700 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -9314107.000000 Penalty: 3628.674805
	Iteration 7F: 3 clusters Score -9314107 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -9317067.000000 Penalty: 3628.674805
	Iteration 8F: 3 clusters Score -9317067 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -9319992.000000 Penalty: 3628.674805
	Iteration 9F: 3 clusters Score -9319992 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -9321765.000000 Penalty: 3628.674805
	Iteration 10Q: 3 clusters Score -9321765 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -9322700.000000 Penalty: 3628.674805
	Iteration 11Q: 3 clusters Score -9322700 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -9323468.000000 Penalty: 3628.674805
	Iteration 12Q: 3 clusters Score -9323468 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -9324125.000000 Penalty: 3628.674805
	Iteration 13Q: 3 clusters Score -9324125 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -9324856.000000 Penalty: 3628.674805
	Iteration 14Q: 3 clusters Score -9324856 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -9325584.000000 Penalty: 3628.674805
	Iteration 15Q: 3 clusters Score -9325584 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -9326323.000000 Penalty: 3628.674805
	Iteration 16Q: 3 clusters Score -9326323 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -9327102.000000 Penalty: 3628.674805
	Iteration 17Q: 3 clusters Score -9327102 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -9327878.000000 Penalty: 3628.674805
	Iteration 18Q: 3 clusters Score -9327878 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -9328614.000000 Penalty: 3628.674805
	Iteration 19Q: 3 clusters Score -9328614 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -9329366.000000 Penalty: 3628.674805
	Iteration 20F: 3 clusters Score -9329366 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -9329988.000000 Penalty: 3628.674805
	Iteration 21Q: 3 clusters Score -9329988 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -9330570.000000 Penalty: 3628.674805
	Iteration 22Q: 3 clusters Score -9330570 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -9331084.000000 Penalty: 3628.674805
	Iteration 23Q: 3 clusters Score -9331084 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -9331502.000000 Penalty: 3628.674805
	Iteration 24Q: 3 clusters Score -9331502 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -9331779.000000 Penalty: 3628.674805
	Iteration 25Q: 3 clusters Score -9331779 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -9331922.000000 Penalty: 3628.674805
	Iteration 26Q: 3 clusters Score -9331922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -9332010.000000 Penalty: 3628.674805
	Iteration 27Q: 3 clusters Score -9332010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -9332069.000000 Penalty: 3628.674805
	Iteration 28Q: 3 clusters Score -9332069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -9332105.000000 Penalty: 3628.674805
	Iteration 29Q: 3 clusters Score -9332105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -9332118.000000 Penalty: 3628.674805
	Iteration 30Q: 3 clusters Score -9332118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -9332132.000000 Penalty: 3628.674805
	Iteration 31Q: 3 clusters Score -9332132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -9332145.000000 Penalty: 3628.674805
	Iteration 32Q: 3 clusters Score -9332145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -9332144.000000 Penalty: 3628.674805
	Iteration 33Q: 3 clusters Score -9332144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -9332140.000000 Penalty: 3628.674805
	Iteration 34Q: 3 clusters Score -9332140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -9332141.000000 Penalty: 3628.674805
	Iteration 35Q: 3 clusters Score -9332141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9332138.000000 Penalty: 3628.674805
	Iteration 36Q: 3 clusters Score -9332138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -9332143.000000 Penalty: 3628.674805
	Iteration 37Q: 3 clusters Score -9332143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -9332148.000000 Penalty: 3628.674805
	Iteration 38Q: 3 clusters Score -9332148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -9332151.000000 Penalty: 3628.674805
	Iteration 39Q: 3 clusters Score -9332151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -9332161.000000 Penalty: 3628.674805
	Iteration 40F: 3 clusters Score -9332161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -9332168.000000 Penalty: 3628.674805
	Iteration 41Q: 3 clusters Score -9332168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -9332169.000000 Penalty: 3628.674805
	Iteration 42Q: 3 clusters Score -9332169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -9332176.000000 Penalty: 3628.674805
	Iteration 43Q: 3 clusters Score -9332176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -9332179.000000 Penalty: 3628.674805
	Iteration 44Q: 3 clusters Score -9332179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -9332179.000000 Penalty: 3628.674805
	Iteration 45F: 3 clusters Score -9332179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Entering Unmasked Estep 
Score: -5137222.000000 Penalty: 1717.179443
	Iteration 0F: 2 clusters Score -5137222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5111242.500000 Penalty: 3434.358887
	Iteration 0F: 3 clusters Score -5111242 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -5121287.000000 Penalty: 3434.358887
	Iteration 1F: 3 clusters Score -5121287 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -5121697.000000 Penalty: 3434.358887
	Iteration 2Q: 3 clusters Score -5121697 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5122182.500000 Penalty: 3434.358887
	Iteration 3Q: 3 clusters Score -5122182 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5123031.500000 Penalty: 3434.358887
	Iteration 4Q: 3 clusters Score -5123032 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5124338.500000 Penalty: 3434.358887
	Iteration 5F: 3 clusters Score -5124338 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -5126405.000000 Penalty: 3434.358887
	Iteration 6F: 3 clusters Score -5126405 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -5129335.500000 Penalty: 3434.358887
	Iteration 7F: 3 clusters Score -5129336 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5132308.000000 Penalty: 3434.358887
	Iteration 8F: 3 clusters Score -5132308 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5134281.000000 Penalty: 3434.358887
	Iteration 9F: 3 clusters Score -5134281 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5135150.000000 Penalty: 3434.358887
	Iteration 10Q: 3 clusters Score -5135150 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5135487.000000 Penalty: 3434.358887
	Iteration 11Q: 3 clusters Score -5135487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5135607.000000 Penalty: 3434.358887
	Iteration 12Q: 3 clusters Score -5135607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5135672.500000 Penalty: 3434.358887
	Iteration 13Q: 3 clusters Score -5135672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5135694.500000 Penalty: 3434.358887
	Iteration 14Q: 3 clusters Score -5135694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5135706.500000 Penalty: 3434.358887
	Iteration 15Q: 3 clusters Score -5135706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5135719.000000 Penalty: 3434.358887
	Iteration 16Q: 3 clusters Score -5135719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5135723.500000 Penalty: 3434.358887
	Iteration 17Q: 3 clusters Score -5135724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5135723.500000 Penalty: 3434.358887
	Iteration 18F: 3 clusters Score -5135724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -360407.687500 Penalty: 1299.729492
	Iteration 0F: 2 clusters Score -360407.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -357749.625000 Penalty: 2599.458984
	Iteration 0F: 3 clusters Score -357749.6 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -358537.187500 Penalty: 2599.458984
	Iteration 1F: 3 clusters Score -358537.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -358798.656250 Penalty: 2599.458984
	Iteration 2F: 3 clusters Score -358798.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -359051.062500 Penalty: 2599.458984
	Iteration 3F: 3 clusters Score -359051.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -359260.562500 Penalty: 2599.458984
	Iteration 4F: 3 clusters Score -359260.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -359389.375000 Penalty: 2599.458984
	Iteration 5F: 3 clusters Score -359389.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -359477.093750 Penalty: 2599.458984
	Iteration 6Q: 3 clusters Score -359477.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -359562.187500 Penalty: 2599.458984
	Iteration 7Q: 3 clusters Score -359562.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -359627.218750 Penalty: 2599.458984
	Iteration 8Q: 3 clusters Score -359627.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -359663.218750 Penalty: 2599.458984
	Iteration 9Q: 3 clusters Score -359663.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -359686.312500 Penalty: 2599.458984
	Iteration 10Q: 3 clusters Score -359686.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -359705.843750 Penalty: 2599.458984
	Iteration 11Q: 3 clusters Score -359705.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -359718.781250 Penalty: 2599.458984
	Iteration 12Q: 3 clusters Score -359718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -359730.562500 Penalty: 2599.458984
	Iteration 13Q: 3 clusters Score -359730.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -359743.937500 Penalty: 2599.458984
	Iteration 14Q: 3 clusters Score -359743.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -359752.375000 Penalty: 2599.458984
	Iteration 15Q: 3 clusters Score -359752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -359755.000000 Penalty: 2599.458984
	Iteration 16Q: 3 clusters Score -359755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -359757.281250 Penalty: 2599.458984
	Iteration 17Q: 3 clusters Score -359757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -359759.156250 Penalty: 2599.458984
	Iteration 18Q: 3 clusters Score -359759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -359760.750000 Penalty: 2599.458984
	Iteration 19Q: 3 clusters Score -359760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -359761.562500 Penalty: 2599.458984
	Iteration 20F: 3 clusters Score -359761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -359761.937500 Penalty: 2599.458984
	Iteration 21Q: 3 clusters Score -359761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -359761.937500 Penalty: 2599.458984
	Iteration 22F: 3 clusters Score -359761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 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 122 members 
Entering Unmasked Estep 
Score: -17868.662109 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17868.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18038.421875 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18038.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18079.560547 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18079.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18115.181641 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18115.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18206.375000 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18206.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18244.105469 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18244.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18282.861328 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18282.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18285.349609 Penalty: 1746.965454
	Iteration 7Q: 3 clusters Score -18285.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18285.349609 Penalty: 1746.965454
	Iteration 8F: 3 clusters Score -18285.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Entering Unmasked Estep 
Score: -1915869.000000 Penalty: 1556.632935
	Iteration 0F: 2 clusters Score -1915869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1905817.250000 Penalty: 3113.265869
	Iteration 0F: 3 clusters Score -1905817 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1909280.125000 Penalty: 3113.265869
	Iteration 1F: 3 clusters Score -1909280 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1909529.375000 Penalty: 3113.265869
	Iteration 2Q: 3 clusters Score -1909529 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1909771.875000 Penalty: 3113.265869
	Iteration 3Q: 3 clusters Score -1909772 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1910008.625000 Penalty: 3113.265869
	Iteration 4Q: 3 clusters Score -1910009 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1910328.875000 Penalty: 3113.265869
	Iteration 5Q: 3 clusters Score -1910329 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1910745.500000 Penalty: 3113.265869
	Iteration 6F: 3 clusters Score -1910746 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1911355.500000 Penalty: 3113.265869
	Iteration 7F: 3 clusters Score -1911356 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1912107.250000 Penalty: 3113.265869
	Iteration 8F: 3 clusters Score -1912107 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1912867.000000 Penalty: 3113.265869
	Iteration 9F: 3 clusters Score -1912867 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1913508.625000 Penalty: 3113.265869
	Iteration 10Q: 3 clusters Score -1913509 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1913941.750000 Penalty: 3113.265869
	Iteration 11Q: 3 clusters Score -1913942 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1914173.375000 Penalty: 3113.265869
	Iteration 12Q: 3 clusters Score -1914173 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1914304.250000 Penalty: 3113.265869
	Iteration 13Q: 3 clusters Score -1914304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1914375.000000 Penalty: 3113.265869
	Iteration 14Q: 3 clusters Score -1914375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1914426.375000 Penalty: 3113.265869
	Iteration 15Q: 3 clusters Score -1914426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1914471.375000 Penalty: 3113.265869
	Iteration 16Q: 3 clusters Score -1914471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1914492.625000 Penalty: 3113.265869
	Iteration 17Q: 3 clusters Score -1914493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1914516.750000 Penalty: 3113.265869
	Iteration 18Q: 3 clusters Score -1914517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1914529.250000 Penalty: 3113.265869
	Iteration 19Q: 3 clusters Score -1914529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1914543.625000 Penalty: 3113.265869
	Iteration 20F: 3 clusters Score -1914544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1914543.750000 Penalty: 3113.265869
	Iteration 21Q: 3 clusters Score -1914544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1914548.500000 Penalty: 3113.265869
	Iteration 22Q: 3 clusters Score -1914548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1914552.625000 Penalty: 3113.265869
	Iteration 23Q: 3 clusters Score -1914553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1914551.875000 Penalty: 3113.265869
	Iteration 24Q: 3 clusters Score -1914552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1914554.125000 Penalty: 3113.265869
	Iteration 25Q: 3 clusters Score -1914554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1914555.875000 Penalty: 3113.265869
	Iteration 26Q: 3 clusters Score -1914556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1914555.875000 Penalty: 3113.265869
	Iteration 27F: 3 clusters Score -1914556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Entering Unmasked Estep 
Score: -5928565.000000 Penalty: 1748.559814
	Iteration 0F: 2 clusters Score -5928565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5897180.000000 Penalty: 3497.119629
	Iteration 0F: 3 clusters Score -5897180 nChanged 21933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5909297.000000 Penalty: 3497.119629
	Iteration 1F: 3 clusters Score -5909297 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5909655.500000 Penalty: 3497.119629
	Iteration 2Q: 3 clusters Score -5909656 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5909967.500000 Penalty: 3497.119629
	Iteration 3Q: 3 clusters Score -5909968 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5910297.500000 Penalty: 3497.119629
	Iteration 4Q: 3 clusters Score -5910298 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5910718.500000 Penalty: 3497.119629
	Iteration 5Q: 3 clusters Score -5910718 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -5911289.500000 Penalty: 3497.119629
	Iteration 6Q: 3 clusters Score -5911290 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5912059.500000 Penalty: 3497.119629
	Iteration 7Q: 3 clusters Score -5912060 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5913227.500000 Penalty: 3497.119629
	Iteration 8Q: 3 clusters Score -5913228 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5914862.500000 Penalty: 3497.119629
	Iteration 9F: 3 clusters Score -5914862 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5916997.000000 Penalty: 3497.119629
	Iteration 10F: 3 clusters Score -5916997 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5919566.000000 Penalty: 3497.119629
	Iteration 11F: 3 clusters Score -5919566 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -5921793.000000 Penalty: 3497.119629
	Iteration 12F: 3 clusters Score -5921793 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5923553.500000 Penalty: 3497.119629
	Iteration 13Q: 3 clusters Score -5923554 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5924751.000000 Penalty: 3497.119629
	Iteration 14Q: 3 clusters Score -5924751 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5925576.000000 Penalty: 3497.119629
	Iteration 15Q: 3 clusters Score -5925576 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5926140.500000 Penalty: 3497.119629
	Iteration 16Q: 3 clusters Score -5926140 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5926485.500000 Penalty: 3497.119629
	Iteration 17Q: 3 clusters Score -5926486 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5926672.500000 Penalty: 3497.119629
	Iteration 18Q: 3 clusters Score -5926672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5926795.000000 Penalty: 3497.119629
	Iteration 19Q: 3 clusters Score -5926795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5926877.000000 Penalty: 3497.119629
	Iteration 20F: 3 clusters Score -5926877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5926921.500000 Penalty: 3497.119629
	Iteration 21Q: 3 clusters Score -5926922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5926953.000000 Penalty: 3497.119629
	Iteration 22Q: 3 clusters Score -5926953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5926980.000000 Penalty: 3497.119629
	Iteration 23Q: 3 clusters Score -5926980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5926989.000000 Penalty: 3497.119629
	Iteration 24Q: 3 clusters Score -5926989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5926997.500000 Penalty: 3497.119629
	Iteration 25Q: 3 clusters Score -5926998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5927006.500000 Penalty: 3497.119629
	Iteration 26Q: 3 clusters Score -5927006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5927016.000000 Penalty: 3497.119629
	Iteration 27Q: 3 clusters Score -5927016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5927023.000000 Penalty: 3497.119629
	Iteration 28Q: 3 clusters Score -5927023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5927027.000000 Penalty: 3497.119629
	Iteration 29Q: 3 clusters Score -5927027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5927030.000000 Penalty: 3497.119629
	Iteration 30Q: 3 clusters Score -5927030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5927030.000000 Penalty: 3497.119629
	Iteration 31F: 3 clusters Score -5927030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Entering Unmasked Estep 
Score: -8686299.000000 Penalty: 1803.043213
	Iteration 0F: 2 clusters Score -8686299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8644054.000000 Penalty: 3606.086426
	Iteration 0F: 3 clusters Score -8644054 nChanged 31171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -8662000.000000 Penalty: 3606.086426
	Iteration 1F: 3 clusters Score -8662000 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -8662703.000000 Penalty: 3606.086426
	Iteration 2Q: 3 clusters Score -8662703 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -8663669.000000 Penalty: 3606.086426
	Iteration 3Q: 3 clusters Score -8663669 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8665275.000000 Penalty: 3606.086426
	Iteration 4F: 3 clusters Score -8665275 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8667686.000000 Penalty: 3606.086426
	Iteration 5F: 3 clusters Score -8667686 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8670921.000000 Penalty: 3606.086426
	Iteration 6F: 3 clusters Score -8670921 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -8674893.000000 Penalty: 3606.086426
	Iteration 7F: 3 clusters Score -8674893 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -8679291.000000 Penalty: 3606.086426
	Iteration 8F: 3 clusters Score -8679291 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -8683020.000000 Penalty: 3606.086426
	Iteration 9F: 3 clusters Score -8683020 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -8684572.000000 Penalty: 3606.086426
	Iteration 10Q: 3 clusters Score -8684572 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -8685085.000000 Penalty: 3606.086426
	Iteration 11Q: 3 clusters Score -8685085 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -8685264.000000 Penalty: 3606.086426
	Iteration 12Q: 3 clusters Score -8685264 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -8685354.000000 Penalty: 3606.086426
	Iteration 13Q: 3 clusters Score -8685354 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -8685409.000000 Penalty: 3606.086426
	Iteration 14Q: 3 clusters Score -8685409 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -8685504.000000 Penalty: 3606.086426
	Iteration 15Q: 3 clusters Score -8685504 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -8685481.000000 Penalty: 3606.086426
	Iteration 16Q: 3 clusters Score -8685481 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -8685429.000000 Penalty: 3606.086426
	Iteration 17Q: 3 clusters Score -8685429 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -8685352.000000 Penalty: 3606.086426
	Iteration 18Q: 3 clusters Score -8685352 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -8685350.000000 Penalty: 3606.086426
	Iteration 19Q: 3 clusters Score -8685350 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -8685272.000000 Penalty: 3606.086426
	Iteration 20F: 3 clusters Score -8685272 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -8685238.000000 Penalty: 3606.086426
	Iteration 21Q: 3 clusters Score -8685238 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -8685196.000000 Penalty: 3606.086426
	Iteration 22Q: 3 clusters Score -8685196 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -8685184.000000 Penalty: 3606.086426
	Iteration 23Q: 3 clusters Score -8685184 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -8685180.000000 Penalty: 3606.086426
	Iteration 24Q: 3 clusters Score -8685180 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -8685151.000000 Penalty: 3606.086426
	Iteration 25Q: 3 clusters Score -8685151 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8685125.000000 Penalty: 3606.086426
	Iteration 26Q: 3 clusters Score -8685125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8685114.000000 Penalty: 3606.086426
	Iteration 27Q: 3 clusters Score -8685114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -8685075.000000 Penalty: 3606.086426
	Iteration 28Q: 3 clusters Score -8685075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -8685070.000000 Penalty: 3606.086426
	Iteration 29Q: 3 clusters Score -8685070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -8685064.000000 Penalty: 3606.086426
	Iteration 30Q: 3 clusters Score -8685064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -8685057.000000 Penalty: 3606.086426
	Iteration 31Q: 3 clusters Score -8685057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -8685055.000000 Penalty: 3606.086426
	Iteration 32Q: 3 clusters Score -8685055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -8685041.000000 Penalty: 3606.086426
	Iteration 33Q: 3 clusters Score -8685041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -8685039.000000 Penalty: 3606.086426
	Iteration 34Q: 3 clusters Score -8685039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -8685050.000000 Penalty: 3606.086426
	Iteration 35Q: 3 clusters Score -8685050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -8685040.000000 Penalty: 3606.086426
	Iteration 36Q: 3 clusters Score -8685040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -8685044.000000 Penalty: 3606.086426
	Iteration 37Q: 3 clusters Score -8685044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -8685065.000000 Penalty: 3606.086426
	Iteration 38Q: 3 clusters Score -8685065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -8685047.000000 Penalty: 3606.086426
	Iteration 39Q: 3 clusters Score -8685047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -8685038.000000 Penalty: 3606.086426
	Iteration 40F: 3 clusters Score -8685038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -8685026.000000 Penalty: 3606.086426
	Iteration 41Q: 3 clusters Score -8685026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -8685018.000000 Penalty: 3606.086426
	Iteration 42Q: 3 clusters Score -8685018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -8685021.000000 Penalty: 3606.086426
	Iteration 43Q: 3 clusters Score -8685021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -8685017.000000 Penalty: 3606.086426
	Iteration 44Q: 3 clusters Score -8685017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -8685015.000000 Penalty: 3606.086426
	Iteration 45Q: 3 clusters Score -8685015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -8685021.000000 Penalty: 3606.086426
	Iteration 46Q: 3 clusters Score -8685021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -8685024.000000 Penalty: 3606.086426
	Iteration 47Q: 3 clusters Score -8685024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -8685021.000000 Penalty: 3606.086426
	Iteration 48Q: 3 clusters Score -8685021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -8685024.000000 Penalty: 3606.086426
	Iteration 49Q: 3 clusters Score -8685024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -8685019.000000 Penalty: 3606.086426
	Iteration 50Q: 3 clusters Score -8685019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -8685020.000000 Penalty: 3606.086426
	Iteration 51Q: 3 clusters Score -8685020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -8685028.000000 Penalty: 3606.086426
	Iteration 52Q: 3 clusters Score -8685028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -8685036.000000 Penalty: 3606.086426
	Iteration 53Q: 3 clusters Score -8685036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -8685037.000000 Penalty: 3606.086426
	Iteration 54Q: 3 clusters Score -8685037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -8685032.000000 Penalty: 3606.086426
	Iteration 55Q: 3 clusters Score -8685032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -8685027.000000 Penalty: 3606.086426
	Iteration 56Q: 3 clusters Score -8685027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -8685035.000000 Penalty: 3606.086426
	Iteration 57Q: 3 clusters Score -8685035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -8685037.000000 Penalty: 3606.086426
	Iteration 58Q: 3 clusters Score -8685037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -8685040.000000 Penalty: 3606.086426
	Iteration 59Q: 3 clusters Score -8685040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -8685036.000000 Penalty: 3606.086426
	Iteration 60F: 3 clusters Score -8685036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -8685037.000000 Penalty: 3606.086426
	Iteration 61Q: 3 clusters Score -8685037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -8685034.000000 Penalty: 3606.086426
	Iteration 62Q: 3 clusters Score -8685034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -8685040.000000 Penalty: 3606.086426
	Iteration 63Q: 3 clusters Score -8685040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -8685038.000000 Penalty: 3606.086426
	Iteration 64Q: 3 clusters Score -8685038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -8685037.000000 Penalty: 3606.086426
	Iteration 65Q: 3 clusters Score -8685037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -8685041.000000 Penalty: 3606.086426
	Iteration 66Q: 3 clusters Score -8685041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -8685037.000000 Penalty: 3606.086426
	Iteration 67Q: 3 clusters Score -8685037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -8685042.000000 Penalty: 3606.086426
	Iteration 68Q: 3 clusters Score -8685042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -8685042.000000 Penalty: 3606.086426
	Iteration 69F: 3 clusters Score -8685042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -309887.812500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -309887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -307481.500000 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -307481.5 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -308072.062500 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -308072.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -308183.843750 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -308183.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -308251.906250 Penalty: 2540.466553
	Iteration 3Q: 3 clusters Score -308251.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -308299.906250 Penalty: 2540.466553
	Iteration 4Q: 3 clusters Score -308299.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -308345.031250 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -308345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -308380.250000 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -308380.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -308407.218750 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -308407.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -308442.406250 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -308442.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -308479.343750 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -308479.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -308502.437500 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -308502.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -308516.156250 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -308516.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -308532.312500 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -308532.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -308550.718750 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -308550.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -308562.906250 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -308562.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -308572.125000 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -308572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -308582.687500 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -308582.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -308593.156250 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -308593.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -308598.625000 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -308598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -308610.781250 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -308610.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -308624.718750 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -308624.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -308636.406250 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -308636.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -308652.031250 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -308652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -308679.218750 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -308679.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -308712.812500 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -308712.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -308742.875000 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -308742.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -308774.218750 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -308774.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -308800.312500 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -308800.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -308816.406250 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -308816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -308825.593750 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -308825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -308832.531250 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -308832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -308838.250000 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -308838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -308844.031250 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -308844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -308850.343750 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -308850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -308857.093750 Penalty: 2540.466553
	Iteration 34Q: 3 clusters Score -308857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -308866.375000 Penalty: 2540.466553
	Iteration 35Q: 3 clusters Score -308866.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -308875.312500 Penalty: 2540.466553
	Iteration 36Q: 3 clusters Score -308875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -308889.843750 Penalty: 2540.466553
	Iteration 37Q: 3 clusters Score -308889.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -308897.343750 Penalty: 2540.466553
	Iteration 38Q: 3 clusters Score -308897.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -308902.406250 Penalty: 2540.466553
	Iteration 39Q: 3 clusters Score -308902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -308906.093750 Penalty: 2540.466553
	Iteration 40F: 3 clusters Score -308906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -308912.093750 Penalty: 2540.466553
	Iteration 41Q: 3 clusters Score -308912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -308916.875000 Penalty: 2540.466553
	Iteration 42Q: 3 clusters Score -308916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -308921.062500 Penalty: 2540.466553
	Iteration 43Q: 3 clusters Score -308921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -308925.031250 Penalty: 2540.466553
	Iteration 44Q: 3 clusters Score -308925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -308932.125000 Penalty: 2540.466553
	Iteration 45Q: 3 clusters Score -308932.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -308939.906250 Penalty: 2540.466553
	Iteration 46Q: 3 clusters Score -308939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -308946.687500 Penalty: 2540.466553
	Iteration 47Q: 3 clusters Score -308946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -308951.531250 Penalty: 2540.466553
	Iteration 48Q: 3 clusters Score -308951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -308958.187500 Penalty: 2540.466553
	Iteration 49Q: 3 clusters Score -308958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -308964.437500 Penalty: 2540.466553
	Iteration 50Q: 3 clusters Score -308964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -308969.406250 Penalty: 2540.466553
	Iteration 51Q: 3 clusters Score -308969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -308974.156250 Penalty: 2540.466553
	Iteration 52Q: 3 clusters Score -308974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -308977.156250 Penalty: 2540.466553
	Iteration 53Q: 3 clusters Score -308977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -308978.968750 Penalty: 2540.466553
	Iteration 54Q: 3 clusters Score -308979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -308981.000000 Penalty: 2540.466553
	Iteration 55Q: 3 clusters Score -308981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -308983.562500 Penalty: 2540.466553
	Iteration 56Q: 3 clusters Score -308983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -308986.500000 Penalty: 2540.466553
	Iteration 57Q: 3 clusters Score -308986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -308990.625000 Penalty: 2540.466553
	Iteration 58Q: 3 clusters Score -308990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -308994.218750 Penalty: 2540.466553
	Iteration 59Q: 3 clusters Score -308994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -308995.750000 Penalty: 2540.466553
	Iteration 60F: 3 clusters Score -308995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -308996.437500 Penalty: 2540.466553
	Iteration 61Q: 3 clusters Score -308996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -308996.843750 Penalty: 2540.466553
	Iteration 62Q: 3 clusters Score -308996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -308996.843750 Penalty: 2540.466553
	Iteration 63F: 3 clusters Score -308996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Entering Unmasked Estep 
Score: -4690118.000000 Penalty: 1700.611328
	Iteration 0F: 2 clusters Score -4690118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4666464.500000 Penalty: 3401.222656
	Iteration 0F: 3 clusters Score -4666464 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4675750.500000 Penalty: 3401.222656
	Iteration 1F: 3 clusters Score -4675750 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4676232.000000 Penalty: 3401.222656
	Iteration 2Q: 3 clusters Score -4676232 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4676885.000000 Penalty: 3401.222656
	Iteration 3Q: 3 clusters Score -4676885 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4677870.500000 Penalty: 3401.222656
	Iteration 4F: 3 clusters Score -4677870 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -4679388.500000 Penalty: 3401.222656
	Iteration 5F: 3 clusters Score -4679388 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -4681563.000000 Penalty: 3401.222656
	Iteration 6F: 3 clusters Score -4681563 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4684185.500000 Penalty: 3401.222656
	Iteration 7F: 3 clusters Score -4684186 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4686374.500000 Penalty: 3401.222656
	Iteration 8F: 3 clusters Score -4686374 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4687682.500000 Penalty: 3401.222656
	Iteration 9Q: 3 clusters Score -4687682 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4688226.000000 Penalty: 3401.222656
	Iteration 10Q: 3 clusters Score -4688226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4688443.500000 Penalty: 3401.222656
	Iteration 11Q: 3 clusters Score -4688444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4688525.500000 Penalty: 3401.222656
	Iteration 12Q: 3 clusters Score -4688526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4688554.500000 Penalty: 3401.222656
	Iteration 13Q: 3 clusters Score -4688554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4688574.500000 Penalty: 3401.222656
	Iteration 14Q: 3 clusters Score -4688574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4688576.000000 Penalty: 3401.222656
	Iteration 15Q: 3 clusters Score -4688576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4688582.500000 Penalty: 3401.222656
	Iteration 16Q: 3 clusters Score -4688582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4688590.000000 Penalty: 3401.222656
	Iteration 17Q: 3 clusters Score -4688590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4688594.500000 Penalty: 3401.222656
	Iteration 18Q: 3 clusters Score -4688594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4688601.500000 Penalty: 3401.222656
	Iteration 19Q: 3 clusters Score -4688602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4688604.500000 Penalty: 3401.222656
	Iteration 20F: 3 clusters Score -4688604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (62727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Entering Unmasked Estep 
Score: -8326577.000000 Penalty: 1795.063843
	Iteration 0F: 2 clusters Score -8326577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -8285091.500000 Penalty: 3590.127686
	Iteration 0F: 3 clusters Score -8285092 nChanged 29489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8302142.500000 Penalty: 3590.127686
	Iteration 1F: 3 clusters Score -8302142 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -8302961.500000 Penalty: 3590.127686
	Iteration 2Q: 3 clusters Score -8302962 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8303955.500000 Penalty: 3590.127686
	Iteration 3Q: 3 clusters Score -8303956 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -8305409.500000 Penalty: 3590.127686
	Iteration 4F: 3 clusters Score -8305410 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8307560.500000 Penalty: 3590.127686
	Iteration 5F: 3 clusters Score -8307560 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -8310506.000000 Penalty: 3590.127686
	Iteration 6F: 3 clusters Score -8310506 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -8314342.000000 Penalty: 3590.127686
	Iteration 7F: 3 clusters Score -8314342 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -8318624.000000 Penalty: 3590.127686
	Iteration 8F: 3 clusters Score -8318624 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -8321859.500000 Penalty: 3590.127686
	Iteration 9F: 3 clusters Score -8321860 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -8323590.500000 Penalty: 3590.127686
	Iteration 10Q: 3 clusters Score -8323590 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -8324437.000000 Penalty: 3590.127686
	Iteration 11Q: 3 clusters Score -8324437 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -8324729.500000 Penalty: 3590.127686
	Iteration 12Q: 3 clusters Score -8324730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8324835.000000 Penalty: 3590.127686
	Iteration 13Q: 3 clusters Score -8324835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -8324928.000000 Penalty: 3590.127686
	Iteration 14Q: 3 clusters Score -8324928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -8324967.500000 Penalty: 3590.127686
	Iteration 15Q: 3 clusters Score -8324968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -8324990.500000 Penalty: 3590.127686
	Iteration 16Q: 3 clusters Score -8324990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -8325023.000000 Penalty: 3590.127686
	Iteration 17Q: 3 clusters Score -8325023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -8325037.000000 Penalty: 3590.127686
	Iteration 18Q: 3 clusters Score -8325037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -8325043.000000 Penalty: 3590.127686
	Iteration 19Q: 3 clusters Score -8325043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -8325053.000000 Penalty: 3590.127686
	Iteration 20F: 3 clusters Score -8325053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -8325050.500000 Penalty: 3590.127686
	Iteration 21Q: 3 clusters Score -8325050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8325050.500000 Penalty: 3590.127686
	Iteration 22Q: 3 clusters Score -8325050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8325051.500000 Penalty: 3590.127686
	Iteration 23Q: 3 clusters Score -8325052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -8325059.000000 Penalty: 3590.127686
	Iteration 24Q: 3 clusters Score -8325059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -8325058.500000 Penalty: 3590.127686
	Iteration 25Q: 3 clusters Score -8325058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -8325056.000000 Penalty: 3590.127686
	Iteration 26Q: 3 clusters Score -8325056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -8325058.500000 Penalty: 3590.127686
	Iteration 27Q: 3 clusters Score -8325058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -8325058.500000 Penalty: 3590.127686
	Iteration 28F: 3 clusters Score -8325058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -350175.968750 Penalty: 1286.777222
	Iteration 0F: 2 clusters Score -350176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -347566.437500 Penalty: 2573.554443
	Iteration 0F: 3 clusters Score -347566.4 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -348201.937500 Penalty: 2573.554443
	Iteration 1F: 3 clusters Score -348201.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -348355.718750 Penalty: 2573.554443
	Iteration 2F: 3 clusters Score -348355.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -348444.031250 Penalty: 2573.554443
	Iteration 3Q: 3 clusters Score -348444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -348526.437500 Penalty: 2573.554443
	Iteration 4Q: 3 clusters Score -348526.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -348604.250000 Penalty: 2573.554443
	Iteration 5Q: 3 clusters Score -348604.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -348684.093750 Penalty: 2573.554443
	Iteration 6Q: 3 clusters Score -348684.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -348738.500000 Penalty: 2573.554443
	Iteration 7Q: 3 clusters Score -348738.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348777.156250 Penalty: 2573.554443
	Iteration 8Q: 3 clusters Score -348777.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -348802.312500 Penalty: 2573.554443
	Iteration 9Q: 3 clusters Score -348802.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348820.656250 Penalty: 2573.554443
	Iteration 10Q: 3 clusters Score -348820.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -348835.312500 Penalty: 2573.554443
	Iteration 11Q: 3 clusters Score -348835.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -348847.250000 Penalty: 2573.554443
	Iteration 12Q: 3 clusters Score -348847.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -348863.656250 Penalty: 2573.554443
	Iteration 13Q: 3 clusters Score -348863.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -348879.906250 Penalty: 2573.554443
	Iteration 14Q: 3 clusters Score -348879.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -348899.031250 Penalty: 2573.554443
	Iteration 15Q: 3 clusters Score -348899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -348923.062500 Penalty: 2573.554443
	Iteration 16Q: 3 clusters Score -348923.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -348935.500000 Penalty: 2573.554443
	Iteration 17Q: 3 clusters Score -348935.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -348945.906250 Penalty: 2573.554443
	Iteration 18Q: 3 clusters Score -348945.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -348957.968750 Penalty: 2573.554443
	Iteration 19Q: 3 clusters Score -348958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -348968.812500 Penalty: 2573.554443
	Iteration 20F: 3 clusters Score -348968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -348976.750000 Penalty: 2573.554443
	Iteration 21Q: 3 clusters Score -348976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -348981.781250 Penalty: 2573.554443
	Iteration 22Q: 3 clusters Score -348981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -348984.531250 Penalty: 2573.554443
	Iteration 23Q: 3 clusters Score -348984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -348987.625000 Penalty: 2573.554443
	Iteration 24Q: 3 clusters Score -348987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -348990.125000 Penalty: 2573.554443
	Iteration 25Q: 3 clusters Score -348990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -348991.156250 Penalty: 2573.554443
	Iteration 26Q: 3 clusters Score -348991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -348992.656250 Penalty: 2573.554443
	Iteration 27Q: 3 clusters Score -348992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -348994.312500 Penalty: 2573.554443
	Iteration 28Q: 3 clusters Score -348994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -348996.531250 Penalty: 2573.554443
	Iteration 29Q: 3 clusters Score -348996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -348998.343750 Penalty: 2573.554443
	Iteration 30Q: 3 clusters Score -348998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -348999.437500 Penalty: 2573.554443
	Iteration 31Q: 3 clusters Score -348999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -348999.937500 Penalty: 2573.554443
	Iteration 32Q: 3 clusters Score -348999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -349000.843750 Penalty: 2573.554443
	Iteration 33Q: 3 clusters Score -349000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -349000.843750 Penalty: 2573.554443
	Iteration 34F: 3 clusters Score -349000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -584371.687500 Penalty: 1375.640381
	Iteration 0F: 2 clusters Score -584371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -580548.062500 Penalty: 2751.280762
	Iteration 0F: 3 clusters Score -580548.1 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -581555.500000 Penalty: 2751.280762
	Iteration 1F: 3 clusters Score -581555.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -581708.625000 Penalty: 2751.280762
	Iteration 2F: 3 clusters Score -581708.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -581808.437500 Penalty: 2751.280762
	Iteration 3Q: 3 clusters Score -581808.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -581880.312500 Penalty: 2751.280762
	Iteration 4Q: 3 clusters Score -581880.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -581942.562500 Penalty: 2751.280762
	Iteration 5Q: 3 clusters Score -581942.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -582005.187500 Penalty: 2751.280762
	Iteration 6Q: 3 clusters Score -582005.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -582077.750000 Penalty: 2751.280762
	Iteration 7Q: 3 clusters Score -582077.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -582158.312500 Penalty: 2751.280762
	Iteration 8Q: 3 clusters Score -582158.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -582246.562500 Penalty: 2751.280762
	Iteration 9Q: 3 clusters Score -582246.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -582354.875000 Penalty: 2751.280762
	Iteration 10Q: 3 clusters Score -582354.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -582469.937500 Penalty: 2751.280762
	Iteration 11Q: 3 clusters Score -582469.9 nChanged 174
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: -582596.437500 Penalty: 2751.280762
	Iteration 12Q: 3 clusters Score -582596.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -582706.562500 Penalty: 2751.280762
	Iteration 13Q: 3 clusters Score -582706.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -582818.250000 Penalty: 2751.280762
	Iteration 14Q: 3 clusters Score -582818.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -582902.375000 Penalty: 2751.280762
	Iteration 15Q: 3 clusters Score -582902.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -582978.687500 Penalty: 2751.280762
	Iteration 16Q: 3 clusters Score -582978.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -583042.812500 Penalty: 2751.280762
	Iteration 17Q: 3 clusters Score -583042.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -583082.875000 Penalty: 2751.280762
	Iteration 18Q: 3 clusters Score -583082.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -583110.562500 Penalty: 2751.280762
	Iteration 19Q: 3 clusters Score -583110.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -583139.687500 Penalty: 2751.280762
	Iteration 20F: 3 clusters Score -583139.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -583153.875000 Penalty: 2751.280762
	Iteration 21Q: 3 clusters Score -583153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -583169.875000 Penalty: 2751.280762
	Iteration 22Q: 3 clusters Score -583169.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -583181.812500 Penalty: 2751.280762
	Iteration 23Q: 3 clusters Score -583181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -583191.250000 Penalty: 2751.280762
	Iteration 24Q: 3 clusters Score -583191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -583198.562500 Penalty: 2751.280762
	Iteration 25Q: 3 clusters Score -583198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -583205.937500 Penalty: 2751.280762
	Iteration 26Q: 3 clusters Score -583205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -583212.687500 Penalty: 2751.280762
	Iteration 27Q: 3 clusters Score -583212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -583215.250000 Penalty: 2751.280762
	Iteration 28Q: 3 clusters Score -583215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -583216.875000 Penalty: 2751.280762
	Iteration 29Q: 3 clusters Score -583216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -583217.875000 Penalty: 2751.280762
	Iteration 30Q: 3 clusters Score -583217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -583218.937500 Penalty: 2751.280762
	Iteration 31Q: 3 clusters Score -583218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -583219.750000 Penalty: 2751.280762
	Iteration 32Q: 3 clusters Score -583219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -583220.625000 Penalty: 2751.280762
	Iteration 33Q: 3 clusters Score -583220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -583220.625000 Penalty: 2751.280762
	Iteration 34F: 3 clusters Score -583220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -328099.093750 Penalty: 1273.153076
	Iteration 0F: 2 clusters Score -328099.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325702.000000 Penalty: 2546.306152
	Iteration 0F: 3 clusters Score -325702 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -326359.968750 Penalty: 2546.306152
	Iteration 1F: 3 clusters Score -326360 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -326584.468750 Penalty: 2546.306152
	Iteration 2F: 3 clusters Score -326584.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -326728.843750 Penalty: 2546.306152
	Iteration 3F: 3 clusters Score -326728.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -326841.781250 Penalty: 2546.306152
	Iteration 4F: 3 clusters Score -326841.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326948.062500 Penalty: 2546.306152
	Iteration 5Q: 3 clusters Score -326948.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -327004.906250 Penalty: 2546.306152
	Iteration 6Q: 3 clusters Score -327004.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -327055.031250 Penalty: 2546.306152
	Iteration 7Q: 3 clusters Score -327055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -327097.500000 Penalty: 2546.306152
	Iteration 8Q: 3 clusters Score -327097.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -327127.406250 Penalty: 2546.306152
	Iteration 9Q: 3 clusters Score -327127.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -327151.406250 Penalty: 2546.306152
	Iteration 10Q: 3 clusters Score -327151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -327165.000000 Penalty: 2546.306152
	Iteration 11Q: 3 clusters Score -327165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -327181.843750 Penalty: 2546.306152
	Iteration 12Q: 3 clusters Score -327181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -327194.218750 Penalty: 2546.306152
	Iteration 13Q: 3 clusters Score -327194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -327202.500000 Penalty: 2546.306152
	Iteration 14Q: 3 clusters Score -327202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -327206.812500 Penalty: 2546.306152
	Iteration 15Q: 3 clusters Score -327206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -327211.843750 Penalty: 2546.306152
	Iteration 16Q: 3 clusters Score -327211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -327213.468750 Penalty: 2546.306152
	Iteration 17Q: 3 clusters Score -327213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -327214.218750 Penalty: 2546.306152
	Iteration 18Q: 3 clusters Score -327214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -327215.125000 Penalty: 2546.306152
	Iteration 19Q: 3 clusters Score -327215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -327216.156250 Penalty: 2546.306152
	Iteration 20F: 3 clusters Score -327216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -327215.937500 Penalty: 2546.306152
	Iteration 21Q: 3 clusters Score -327215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -327215.937500 Penalty: 2546.306152
	Iteration 22F: 3 clusters Score -327215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Entering Unmasked Estep 
Score: -1257869.750000 Penalty: 1506.669312
	Iteration 0F: 2 clusters Score -1257870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1250257.250000 Penalty: 3013.338623
	Iteration 0F: 3 clusters Score -1250257 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1252959.375000 Penalty: 3013.338623
	Iteration 1F: 3 clusters Score -1252959 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1253435.875000 Penalty: 3013.338623
	Iteration 2F: 3 clusters Score -1253436 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1254031.500000 Penalty: 3013.338623
	Iteration 3F: 3 clusters Score -1254032 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1254701.000000 Penalty: 3013.338623
	Iteration 4F: 3 clusters Score -1254701 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1255330.625000 Penalty: 3013.338623
	Iteration 5F: 3 clusters Score -1255331 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1255840.375000 Penalty: 3013.338623
	Iteration 6F: 3 clusters Score -1255840 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1256185.375000 Penalty: 3013.338623
	Iteration 7Q: 3 clusters Score -1256185 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1256406.625000 Penalty: 3013.338623
	Iteration 8Q: 3 clusters Score -1256407 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1256613.125000 Penalty: 3013.338623
	Iteration 9Q: 3 clusters Score -1256613 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1256759.625000 Penalty: 3013.338623
	Iteration 10Q: 3 clusters Score -1256760 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1256880.500000 Penalty: 3013.338623
	Iteration 11Q: 3 clusters Score -1256880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1256981.750000 Penalty: 3013.338623
	Iteration 12Q: 3 clusters Score -1256982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1257056.750000 Penalty: 3013.338623
	Iteration 13Q: 3 clusters Score -1257057 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1257125.875000 Penalty: 3013.338623
	Iteration 14Q: 3 clusters Score -1257126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1257172.625000 Penalty: 3013.338623
	Iteration 15Q: 3 clusters Score -1257173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1257206.375000 Penalty: 3013.338623
	Iteration 16Q: 3 clusters Score -1257206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1257233.625000 Penalty: 3013.338623
	Iteration 17Q: 3 clusters Score -1257234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1257258.250000 Penalty: 3013.338623
	Iteration 18Q: 3 clusters Score -1257258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1257273.375000 Penalty: 3013.338623
	Iteration 19Q: 3 clusters Score -1257273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1257287.125000 Penalty: 3013.338623
	Iteration 20F: 3 clusters Score -1257287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1257297.375000 Penalty: 3013.338623
	Iteration 21Q: 3 clusters Score -1257297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1257306.500000 Penalty: 3013.338623
	Iteration 22Q: 3 clusters Score -1257306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1257313.125000 Penalty: 3013.338623
	Iteration 23Q: 3 clusters Score -1257313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1257319.375000 Penalty: 3013.338623
	Iteration 24Q: 3 clusters Score -1257319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1257322.125000 Penalty: 3013.338623
	Iteration 25Q: 3 clusters Score -1257322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1257327.375000 Penalty: 3013.338623
	Iteration 26Q: 3 clusters Score -1257327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1257328.125000 Penalty: 3013.338623
	Iteration 27Q: 3 clusters Score -1257328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1257329.625000 Penalty: 3013.338623
	Iteration 28Q: 3 clusters Score -1257330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1257328.125000 Penalty: 3013.338623
	Iteration 29Q: 3 clusters Score -1257328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1257328.375000 Penalty: 3013.338623
	Iteration 30Q: 3 clusters Score -1257328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1257330.250000 Penalty: 3013.338623
	Iteration 31Q: 3 clusters Score -1257330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1257331.750000 Penalty: 3013.338623
	Iteration 32Q: 3 clusters Score -1257332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1257333.500000 Penalty: 3013.338623
	Iteration 33Q: 3 clusters Score -1257334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1257335.125000 Penalty: 3013.338623
	Iteration 34Q: 3 clusters Score -1257335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1257336.500000 Penalty: 3013.338623
	Iteration 35Q: 3 clusters Score -1257336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1257341.250000 Penalty: 3013.338623
	Iteration 36Q: 3 clusters Score -1257341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1257344.000000 Penalty: 3013.338623
	Iteration 37Q: 3 clusters Score -1257344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1257350.500000 Penalty: 3013.338623
	Iteration 38Q: 3 clusters Score -1257350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1257353.875000 Penalty: 3013.338623
	Iteration 39Q: 3 clusters Score -1257354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1257357.750000 Penalty: 3013.338623
	Iteration 40F: 3 clusters Score -1257358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1257360.000000 Penalty: 3013.338623
	Iteration 41Q: 3 clusters Score -1257360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1257363.500000 Penalty: 3013.338623
	Iteration 42Q: 3 clusters Score -1257364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1257363.500000 Penalty: 3013.338623
	Iteration 43Q: 3 clusters Score -1257364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1257369.125000 Penalty: 3013.338623
	Iteration 44Q: 3 clusters Score -1257369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1257373.875000 Penalty: 3013.338623
	Iteration 45Q: 3 clusters Score -1257374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1257388.625000 Penalty: 3013.338623
	Iteration 46Q: 3 clusters Score -1257389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1257406.750000 Penalty: 3013.338623
	Iteration 47Q: 3 clusters Score -1257407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1257424.125000 Penalty: 3013.338623
	Iteration 48Q: 3 clusters Score -1257424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1257443.500000 Penalty: 3013.338623
	Iteration 49Q: 3 clusters Score -1257444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1257461.125000 Penalty: 3013.338623
	Iteration 50Q: 3 clusters Score -1257461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1257469.875000 Penalty: 3013.338623
	Iteration 51Q: 3 clusters Score -1257470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1257473.625000 Penalty: 3013.338623
	Iteration 52Q: 3 clusters Score -1257474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1257480.000000 Penalty: 3013.338623
	Iteration 53Q: 3 clusters Score -1257480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1257480.000000 Penalty: 3013.338623
	Iteration 54Q: 3 clusters Score -1257480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1257483.750000 Penalty: 3013.338623
	Iteration 55Q: 3 clusters Score -1257484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1257483.000000 Penalty: 3013.338623
	Iteration 56Q: 3 clusters Score -1257483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1257485.250000 Penalty: 3013.338623
	Iteration 57F: 3 clusters Score -1257485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1257485.625000 Penalty: 3013.338623
	Iteration 58Q: 3 clusters Score -1257486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1257486.000000 Penalty: 3013.338623
	Iteration 59Q: 3 clusters Score -1257486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1257486.000000 Penalty: 3013.338623
	Iteration 60F: 3 clusters Score -1257486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -478904.062500 Penalty: 1331.786621
	Iteration 0F: 2 clusters Score -478904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -475802.718750 Penalty: 2663.573242
	Iteration 0F: 3 clusters Score -475802.7 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -476568.750000 Penalty: 2663.573242
	Iteration 1F: 3 clusters Score -476568.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -476711.625000 Penalty: 2663.573242
	Iteration 2F: 3 clusters Score -476711.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -476795.031250 Penalty: 2663.573242
	Iteration 3Q: 3 clusters Score -476795 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -476849.343750 Penalty: 2663.573242
	Iteration 4Q: 3 clusters Score -476849.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -476876.343750 Penalty: 2663.573242
	Iteration 5Q: 3 clusters Score -476876.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -476895.937500 Penalty: 2663.573242
	Iteration 6Q: 3 clusters Score -476895.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -476908.937500 Penalty: 2663.573242
	Iteration 7Q: 3 clusters Score -476908.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -476920.906250 Penalty: 2663.573242
	Iteration 8Q: 3 clusters Score -476920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -476930.343750 Penalty: 2663.573242
	Iteration 9Q: 3 clusters Score -476930.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -476937.875000 Penalty: 2663.573242
	Iteration 10Q: 3 clusters Score -476937.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -476944.875000 Penalty: 2663.573242
	Iteration 11Q: 3 clusters Score -476944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -476950.656250 Penalty: 2663.573242
	Iteration 12Q: 3 clusters Score -476950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -476955.375000 Penalty: 2663.573242
	Iteration 13Q: 3 clusters Score -476955.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -476960.031250 Penalty: 2663.573242
	Iteration 14Q: 3 clusters Score -476960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -476962.031250 Penalty: 2663.573242
	Iteration 15Q: 3 clusters Score -476962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -476963.406250 Penalty: 2663.573242
	Iteration 16Q: 3 clusters Score -476963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -476962.781250 Penalty: 2663.573242
	Iteration 17Q: 3 clusters Score -476962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -476963.187500 Penalty: 2663.573242
	Iteration 18Q: 3 clusters Score -476963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -476963.718750 Penalty: 2663.573242
	Iteration 19Q: 3 clusters Score -476963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -476964.781250 Penalty: 2663.573242
	Iteration 20F: 3 clusters Score -476964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -476966.687500 Penalty: 2663.573242
	Iteration 21Q: 3 clusters Score -476966.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -476969.718750 Penalty: 2663.573242
	Iteration 22Q: 3 clusters Score -476969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -476972.093750 Penalty: 2663.573242
	Iteration 23Q: 3 clusters Score -476972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -476974.000000 Penalty: 2663.573242
	Iteration 24Q: 3 clusters Score -476974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -476974.187500 Penalty: 2663.573242
	Iteration 25Q: 3 clusters Score -476974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -476975.750000 Penalty: 2663.573242
	Iteration 26Q: 3 clusters Score -476975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -476976.250000 Penalty: 2663.573242
	Iteration 27Q: 3 clusters Score -476976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -476976.687500 Penalty: 2663.573242
	Iteration 28Q: 3 clusters Score -476976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -476977.281250 Penalty: 2663.573242
	Iteration 29Q: 3 clusters Score -476977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -476978.687500 Penalty: 2663.573242
	Iteration 30Q: 3 clusters Score -476978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -476978.687500 Penalty: 2663.573242
	Iteration 31Q: 3 clusters Score -476978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -476979.875000 Penalty: 2663.573242
	Iteration 32Q: 3 clusters Score -476979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -476980.750000 Penalty: 2663.573242
	Iteration 33Q: 3 clusters Score -476980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -476980.781250 Penalty: 2663.573242
	Iteration 34Q: 3 clusters Score -476980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -476981.500000 Penalty: 2663.573242
	Iteration 35Q: 3 clusters Score -476981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -476981.500000 Penalty: 2663.573242
	Iteration 36F: 3 clusters Score -476981.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -66306.710938 Penalty: 1046.134644
	Iteration 0F: 2 clusters Score -66306.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65182.484375 Penalty: 2092.269287
	Iteration 0F: 3 clusters Score -65182.48 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65428.507812 Penalty: 2092.269287
	Iteration 1F: 3 clusters Score -65428.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65566.234375 Penalty: 2092.269287
	Iteration 2F: 3 clusters Score -65566.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65661.867188 Penalty: 2092.269287
	Iteration 3F: 3 clusters Score -65661.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65735.515625 Penalty: 2092.269287
	Iteration 4Q: 3 clusters Score -65735.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65817.320312 Penalty: 2092.269287
	Iteration 5Q: 3 clusters Score -65817.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65874.937500 Penalty: 2092.269287
	Iteration 6Q: 3 clusters Score -65874.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65910.992188 Penalty: 2092.269287
	Iteration 7Q: 3 clusters Score -65910.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65941.335938 Penalty: 2092.269287
	Iteration 8Q: 3 clusters Score -65941.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65966.882812 Penalty: 2092.269287
	Iteration 9Q: 3 clusters Score -65966.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65987.968750 Penalty: 2092.269287
	Iteration 10Q: 3 clusters Score -65987.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66013.703125 Penalty: 2092.269287
	Iteration 11Q: 3 clusters Score -66013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66028.335938 Penalty: 2092.269287
	Iteration 12Q: 3 clusters Score -66028.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66035.960938 Penalty: 2092.269287
	Iteration 13Q: 3 clusters Score -66035.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66043.085938 Penalty: 2092.269287
	Iteration 14Q: 3 clusters Score -66043.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66045.984375 Penalty: 2092.269287
	Iteration 15Q: 3 clusters Score -66045.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66048.015625 Penalty: 2092.269287
	Iteration 16Q: 3 clusters Score -66048.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66052.835938 Penalty: 2092.269287
	Iteration 17Q: 3 clusters Score -66052.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66052.835938 Penalty: 2092.269287
	Iteration 18F: 3 clusters Score -66052.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7244.917969 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7244.918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7320.904785 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7320.905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7386.352051 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7386.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7390.768555 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -7390.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7390.768555 Penalty: 1503.116211
	Iteration 4F: 3 clusters Score -7390.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -86541.210938 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -86541.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85315.789062 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -85315.79 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85485.085938 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -85485.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85526.421875 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -85526.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85552.070312 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -85552.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85565.867188 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -85565.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85575.070312 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -85575.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85579.515625 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -85579.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85586.578125 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -85586.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85591.757812 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -85591.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85595.554688 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -85595.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85599.296875 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -85599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85601.890625 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -85601.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85604.921875 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -85604.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85606.968750 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -85606.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85607.453125 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -85607.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85607.453125 Penalty: 2124.424805
	Iteration 15F: 3 clusters Score -85607.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -998792.437500 Penalty: 1451.870361
	Iteration 0F: 2 clusters Score -998792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -993141.812500 Penalty: 2903.740723
	Iteration 0F: 3 clusters Score -993141.8 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -994795.875000 Penalty: 2903.740723
	Iteration 1F: 3 clusters Score -994795.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -995022.000000 Penalty: 2903.740723
	Iteration 2F: 3 clusters Score -995022 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -995189.125000 Penalty: 2903.740723
	Iteration 3F: 3 clusters Score -995189.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -995313.562500 Penalty: 2903.740723
	Iteration 4Q: 3 clusters Score -995313.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -995433.250000 Penalty: 2903.740723
	Iteration 5Q: 3 clusters Score -995433.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -995555.437500 Penalty: 2903.740723
	Iteration 6Q: 3 clusters Score -995555.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -995688.125000 Penalty: 2903.740723
	Iteration 7Q: 3 clusters Score -995688.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -995849.562500 Penalty: 2903.740723
	Iteration 8Q: 3 clusters Score -995849.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -996076.500000 Penalty: 2903.740723
	Iteration 9Q: 3 clusters Score -996076.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -996357.875000 Penalty: 2903.740723
	Iteration 10Q: 3 clusters Score -996357.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -996643.750000 Penalty: 2903.740723
	Iteration 11Q: 3 clusters Score -996643.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -996901.375000 Penalty: 2903.740723
	Iteration 12Q: 3 clusters Score -996901.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -997085.500000 Penalty: 2903.740723
	Iteration 13Q: 3 clusters Score -997085.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -997212.000000 Penalty: 2903.740723
	Iteration 14Q: 3 clusters Score -997212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -997301.000000 Penalty: 2903.740723
	Iteration 15Q: 3 clusters Score -997301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -997368.687500 Penalty: 2903.740723
	Iteration 16Q: 3 clusters Score -997368.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -997413.062500 Penalty: 2903.740723
	Iteration 17Q: 3 clusters Score -997413.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -997437.500000 Penalty: 2903.740723
	Iteration 18Q: 3 clusters Score -997437.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -997460.062500 Penalty: 2903.740723
	Iteration 19Q: 3 clusters Score -997460.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -997470.937500 Penalty: 2903.740723
	Iteration 20F: 3 clusters Score -997470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -997482.187500 Penalty: 2903.740723
	Iteration 21Q: 3 clusters Score -997482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -997492.187500 Penalty: 2903.740723
	Iteration 22Q: 3 clusters Score -997492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -997499.250000 Penalty: 2903.740723
	Iteration 23Q: 3 clusters Score -997499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -997508.187500 Penalty: 2903.740723
	Iteration 24Q: 3 clusters Score -997508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -997517.750000 Penalty: 2903.740723
	Iteration 25Q: 3 clusters Score -997517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -997529.625000 Penalty: 2903.740723
	Iteration 26Q: 3 clusters Score -997529.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -997542.437500 Penalty: 2903.740723
	Iteration 27Q: 3 clusters Score -997542.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -997557.687500 Penalty: 2903.740723
	Iteration 28Q: 3 clusters Score -997557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -997565.250000 Penalty: 2903.740723
	Iteration 29Q: 3 clusters Score -997565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -997568.625000 Penalty: 2903.740723
	Iteration 30Q: 3 clusters Score -997568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -997572.812500 Penalty: 2903.740723
	Iteration 31Q: 3 clusters Score -997572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -997576.000000 Penalty: 2903.740723
	Iteration 32Q: 3 clusters Score -997576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -997575.000000 Penalty: 2903.740723
	Iteration 33Q: 3 clusters Score -997575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -997576.187500 Penalty: 2903.740723
	Iteration 34Q: 3 clusters Score -997576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -997576.187500 Penalty: 2903.740723
	Iteration 35F: 3 clusters Score -997576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -365523.281250 Penalty: 1295.749756
	Iteration 0F: 2 clusters Score -365523.3 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 1459 members 
Entering Unmasked Estep 
Score: -362847.375000 Penalty: 2591.499512
	Iteration 0F: 3 clusters Score -362847.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -363483.781250 Penalty: 2591.499512
	Iteration 1F: 3 clusters Score -363483.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -363656.718750 Penalty: 2591.499512
	Iteration 2F: 3 clusters Score -363656.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -363801.187500 Penalty: 2591.499512
	Iteration 3F: 3 clusters Score -363801.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -363908.031250 Penalty: 2591.499512
	Iteration 4Q: 3 clusters Score -363908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -364006.375000 Penalty: 2591.499512
	Iteration 5Q: 3 clusters Score -364006.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364143.375000 Penalty: 2591.499512
	Iteration 6Q: 3 clusters Score -364143.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -364286.687500 Penalty: 2591.499512
	Iteration 7Q: 3 clusters Score -364286.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -364444.312500 Penalty: 2591.499512
	Iteration 8Q: 3 clusters Score -364444.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -364571.656250 Penalty: 2591.499512
	Iteration 9Q: 3 clusters Score -364571.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -364669.906250 Penalty: 2591.499512
	Iteration 10Q: 3 clusters Score -364669.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -364738.437500 Penalty: 2591.499512
	Iteration 11Q: 3 clusters Score -364738.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -364779.156250 Penalty: 2591.499512
	Iteration 12Q: 3 clusters Score -364779.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -364811.375000 Penalty: 2591.499512
	Iteration 13Q: 3 clusters Score -364811.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -364835.875000 Penalty: 2591.499512
	Iteration 14Q: 3 clusters Score -364835.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -364847.312500 Penalty: 2591.499512
	Iteration 15Q: 3 clusters Score -364847.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -364854.343750 Penalty: 2591.499512
	Iteration 16Q: 3 clusters Score -364854.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -364858.343750 Penalty: 2591.499512
	Iteration 17Q: 3 clusters Score -364858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -364860.718750 Penalty: 2591.499512
	Iteration 18Q: 3 clusters Score -364860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -364864.906250 Penalty: 2591.499512
	Iteration 19Q: 3 clusters Score -364864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -364868.187500 Penalty: 2591.499512
	Iteration 20F: 3 clusters Score -364868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -364872.468750 Penalty: 2591.499512
	Iteration 21Q: 3 clusters Score -364872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364873.250000 Penalty: 2591.499512
	Iteration 22Q: 3 clusters Score -364873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364873.250000 Penalty: 2591.499512
	Iteration 23F: 3 clusters Score -364873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (78232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Entering Unmasked Estep 
Score: -10388936.000000 Penalty: 1830.958008
	Iteration 0F: 2 clusters Score -1.038894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -10339717.000000 Penalty: 3661.916016
	Iteration 0F: 3 clusters Score -1.033972e+07 nChanged 37186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -10361506.000000 Penalty: 3661.916016
	Iteration 1F: 3 clusters Score -1.036151e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -10362186.000000 Penalty: 3661.916016
	Iteration 2Q: 3 clusters Score -1.036219e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -10363086.000000 Penalty: 3661.916016
	Iteration 3Q: 3 clusters Score -1.036309e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -10364423.000000 Penalty: 3661.916016
	Iteration 4Q: 3 clusters Score -1.036442e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -10366580.000000 Penalty: 3661.916016
	Iteration 5F: 3 clusters Score -1.036658e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -10369946.000000 Penalty: 3661.916016
	Iteration 6F: 3 clusters Score -1.036995e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -10374588.000000 Penalty: 3661.916016
	Iteration 7F: 3 clusters Score -1.037459e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -10379110.000000 Penalty: 3661.916016
	Iteration 8F: 3 clusters Score -1.037911e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -10382336.000000 Penalty: 3661.916016
	Iteration 9Q: 3 clusters Score -1.038234e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -10384162.000000 Penalty: 3661.916016
	Iteration 10Q: 3 clusters Score -1.038416e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -10385146.000000 Penalty: 3661.916016
	Iteration 11Q: 3 clusters Score -1.038515e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -10385687.000000 Penalty: 3661.916016
	Iteration 12Q: 3 clusters Score -1.038569e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -10385972.000000 Penalty: 3661.916016
	Iteration 13Q: 3 clusters Score -1.038597e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -10386188.000000 Penalty: 3661.916016
	Iteration 14Q: 3 clusters Score -1.038619e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -10386299.000000 Penalty: 3661.916016
	Iteration 15Q: 3 clusters Score -1.03863e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -10386414.000000 Penalty: 3661.916016
	Iteration 16Q: 3 clusters Score -1.038641e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -10386541.000000 Penalty: 3661.916016
	Iteration 17Q: 3 clusters Score -1.038654e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10386687.000000 Penalty: 3661.916016
	Iteration 18Q: 3 clusters Score -1.038669e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -10386739.000000 Penalty: 3661.916016
	Iteration 19Q: 3 clusters Score -1.038674e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10386792.000000 Penalty: 3661.916016
	Iteration 20F: 3 clusters Score -1.038679e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10386863.000000 Penalty: 3661.916016
	Iteration 21Q: 3 clusters Score -1.038686e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10386933.000000 Penalty: 3661.916016
	Iteration 22Q: 3 clusters Score -1.038693e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10386966.000000 Penalty: 3661.916016
	Iteration 23Q: 3 clusters Score -1.038697e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10387014.000000 Penalty: 3661.916016
	Iteration 24Q: 3 clusters Score -1.038701e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10387082.000000 Penalty: 3661.916016
	Iteration 25Q: 3 clusters Score -1.038708e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10387120.000000 Penalty: 3661.916016
	Iteration 26Q: 3 clusters Score -1.038712e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10387158.000000 Penalty: 3661.916016
	Iteration 27Q: 3 clusters Score -1.038716e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10387173.000000 Penalty: 3661.916016
	Iteration 28Q: 3 clusters Score -1.038717e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10387205.000000 Penalty: 3661.916016
	Iteration 29Q: 3 clusters Score -1.03872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10387219.000000 Penalty: 3661.916016
	Iteration 30Q: 3 clusters Score -1.038722e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10387224.000000 Penalty: 3661.916016
	Iteration 31Q: 3 clusters Score -1.038722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10387245.000000 Penalty: 3661.916016
	Iteration 32Q: 3 clusters Score -1.038724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10387256.000000 Penalty: 3661.916016
	Iteration 33Q: 3 clusters Score -1.038726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10387268.000000 Penalty: 3661.916016
	Iteration 34Q: 3 clusters Score -1.038727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10387270.000000 Penalty: 3661.916016
	Iteration 35Q: 3 clusters Score -1.038727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10387282.000000 Penalty: 3661.916016
	Iteration 36Q: 3 clusters Score -1.038728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10387305.000000 Penalty: 3661.916016
	Iteration 37Q: 3 clusters Score -1.03873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10387329.000000 Penalty: 3661.916016
	Iteration 38Q: 3 clusters Score -1.038733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10387323.000000 Penalty: 3661.916016
	Iteration 39Q: 3 clusters Score -1.038732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10387346.000000 Penalty: 3661.916016
	Iteration 40F: 3 clusters Score -1.038735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10387326.000000 Penalty: 3661.916016
	Iteration 41Q: 3 clusters Score -1.038733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10387331.000000 Penalty: 3661.916016
	Iteration 42Q: 3 clusters Score -1.038733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10387339.000000 Penalty: 3661.916016
	Iteration 43Q: 3 clusters Score -1.038734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10387339.000000 Penalty: 3661.916016
	Iteration 44Q: 3 clusters Score -1.038734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10387347.000000 Penalty: 3661.916016
	Iteration 45Q: 3 clusters Score -1.038735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10387344.000000 Penalty: 3661.916016
	Iteration 46Q: 3 clusters Score -1.038734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10387350.000000 Penalty: 3661.916016
	Iteration 47Q: 3 clusters Score -1.038735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10387342.000000 Penalty: 3661.916016
	Iteration 48Q: 3 clusters Score -1.038734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10387349.000000 Penalty: 3661.916016
	Iteration 49Q: 3 clusters Score -1.038735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10387344.000000 Penalty: 3661.916016
	Iteration 50Q: 3 clusters Score -1.038734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10387339.000000 Penalty: 3661.916016
	Iteration 51Q: 3 clusters Score -1.038734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10387345.000000 Penalty: 3661.916016
	Iteration 52Q: 3 clusters Score -1.038734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10387346.000000 Penalty: 3661.916016
	Iteration 53Q: 3 clusters Score -1.038735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10387352.000000 Penalty: 3661.916016
	Iteration 54Q: 3 clusters Score -1.038735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10387368.000000 Penalty: 3661.916016
	Iteration 55Q: 3 clusters Score -1.038737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10387382.000000 Penalty: 3661.916016
	Iteration 56Q: 3 clusters Score -1.038738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10387380.000000 Penalty: 3661.916016
	Iteration 57Q: 3 clusters Score -1.038738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10387380.000000 Penalty: 3661.916016
	Iteration 58Q: 3 clusters Score -1.038738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10387378.000000 Penalty: 3661.916016
	Iteration 59Q: 3 clusters Score -1.038738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10387381.000000 Penalty: 3661.916016
	Iteration 60F: 3 clusters Score -1.038738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10387378.000000 Penalty: 3661.916016
	Iteration 61Q: 3 clusters Score -1.038738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10387378.000000 Penalty: 3661.916016
	Iteration 62F: 3 clusters Score -1.038738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23232 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 50947 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41963 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 35956 members 
Mstep: Class 10 contains 64366 members 
Mstep: Class 11 contains 75191 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6937 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 81007 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 23 contains 70626 members 
Mstep: Class 24 contains 38842 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14462 members 
Mstep: Class 28 contains 47116 members 
Mstep: Class 29 contains 65884 members 
Mstep: Class 30 contains 2482 members 
Mstep: Class 31 contains 35077 members 
Mstep: Class 32 contains 62727 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 2527 members 
Mstep: Class 36 contains 10634 members 
Mstep: Class 37 contains 3625 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7590 members 
Mstep: Class 42 contains 2904 members 
Mstep: Class 43 contains 78232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777176.000000 Penalty: 94294.750000
Iteration 199Q: 43 clusters Score -1.277772e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23239 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 51295 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41951 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 35940 members 
Mstep: Class 10 contains 64372 members 
Mstep: Class 11 contains 75112 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 81078 members 
Mstep: Class 18 contains 19460 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 51647 members 
Mstep: Class 23 contains 70585 members 
Mstep: Class 24 contains 38768 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 14142 members 
Mstep: Class 28 contains 47094 members 
Mstep: Class 29 contains 66156 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 35236 members 
Mstep: Class 32 contains 62766 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4753 members 
Mstep: Class 35 contains 2526 members 
Mstep: Class 36 contains 10640 members 
Mstep: Class 37 contains 3636 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7582 members 
Mstep: Class 42 contains 2919 members 
Mstep: Class 43 contains 78415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779328.000000 Penalty: 94294.750000
Iteration 200F: 43 clusters Score -1.277793e+08 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23231 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 51568 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41924 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 35930 members 
Mstep: Class 10 contains 63659 members 
Mstep: Class 11 contains 75034 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 6951 members 
Mstep: Class 14 contains 24384 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 80988 members 
Mstep: Class 18 contains 19068 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 8457 members 
Mstep: Class 21 contains 55269 members 
Mstep: Class 23 contains 70510 members 
Mstep: Class 24 contains 38686 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 13822 members 
Mstep: Class 28 contains 47064 members 
Mstep: Class 29 contains 63892 members 
Mstep: Class 30 contains 2478 members 
Mstep: Class 31 contains 35401 members 
Mstep: Class 32 contains 62807 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 2528 members 
Mstep: Class 36 contains 10636 members 
Mstep: Class 37 contains 3646 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 690 members 
Mstep: Class 41 contains 7571 members 
Mstep: Class 42 contains 2938 members 
Mstep: Class 43 contains 78621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779920.000000 Penalty: 94294.750000
Iteration 201Q: 43 clusters Score -1.277799e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23245 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 51818 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41890 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 35906 members 
Mstep: Class 10 contains 63136 members 
Mstep: Class 11 contains 74984 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 6941 members 
Mstep: Class 14 contains 24367 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 80891 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 8494 members 
Mstep: Class 21 contains 57809 members 
Mstep: Class 23 contains 70466 members 
Mstep: Class 24 contains 38611 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 13543 members 
Mstep: Class 28 contains 47029 members 
Mstep: Class 29 contains 62304 members 
Mstep: Class 30 contains 2478 members 
Mstep: Class 31 contains 35531 members 
Mstep: Class 32 contains 62843 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 10632 members 
Mstep: Class 37 contains 3656 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 7558 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 78818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780488.000000 Penalty: 94294.750000
Iteration 202Q: 43 clusters Score -1.277805e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23261 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 51980 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 35848 members 
Mstep: Class 10 contains 62717 members 
Mstep: Class 11 contains 74923 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 6929 members 
Mstep: Class 14 contains 24370 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 8428 members 
Mstep: Class 17 contains 80778 members 
Mstep: Class 18 contains 18535 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 8529 members 
Mstep: Class 21 contains 59996 members 
Mstep: Class 23 contains 70439 members 
Mstep: Class 24 contains 38518 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 13298 members 
Mstep: Class 28 contains 46993 members 
Mstep: Class 29 contains 61003 members 
Mstep: Class 30 contains 2479 members 
Mstep: Class 31 contains 35698 members 
Mstep: Class 32 contains 62886 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 2527 members 
Mstep: Class 36 contains 10627 members 
Mstep: Class 37 contains 3659 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 7546 members 
Mstep: Class 42 contains 2976 members 
Mstep: Class 43 contains 78978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781736.000000 Penalty: 94294.750000
Iteration 203Q: 43 clusters Score -1.277817e+08 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23280 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 52062 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41832 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 35802 members 
Mstep: Class 10 contains 62388 members 
Mstep: Class 11 contains 74883 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 6935 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 8371 members 
Mstep: Class 17 contains 80698 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 8566 members 
Mstep: Class 21 contains 61924 members 
Mstep: Class 23 contains 70399 members 
Mstep: Class 24 contains 38419 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 46960 members 
Mstep: Class 29 contains 59773 members 
Mstep: Class 30 contains 2479 members 
Mstep: Class 31 contains 35825 members 
Mstep: Class 32 contains 62931 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4745 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 10638 members 
Mstep: Class 37 contains 3660 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7534 members 
Mstep: Class 42 contains 2989 members 
Mstep: Class 43 contains 79144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782168.000000 Penalty: 94294.750000
Iteration 204Q: 43 clusters Score -1.277822e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23292 members 
Mstep: Class 4 contains 6198 members 
Mstep: Class 5 contains 52168 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41826 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 35731 members 
Mstep: Class 10 contains 62102 members 
Mstep: Class 11 contains 74853 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 24398 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 80634 members 
Mstep: Class 18 contains 18164 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 8594 members 
Mstep: Class 21 contains 63758 members 
Mstep: Class 23 contains 70347 members 
Mstep: Class 24 contains 38354 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12999 members 
Mstep: Class 28 contains 46924 members 
Mstep: Class 29 contains 58495 members 
Mstep: Class 30 contains 2479 members 
Mstep: Class 31 contains 35941 members 
Mstep: Class 32 contains 62938 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 10647 members 
Mstep: Class 37 contains 3662 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7519 members 
Mstep: Class 42 contains 2999 members 
Mstep: Class 43 contains 79291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782304.000000 Penalty: 94294.750000
Iteration 205Q: 43 clusters Score -1.277823e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 6118 members 
Mstep: Class 5 contains 52382 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41797 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 35662 members 
Mstep: Class 10 contains 61877 members 
Mstep: Class 11 contains 74807 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 6933 members 
Mstep: Class 14 contains 24405 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 8254 members 
Mstep: Class 17 contains 80633 members 
Mstep: Class 18 contains 17990 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 65520 members 
Mstep: Class 23 contains 70329 members 
Mstep: Class 24 contains 38283 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12884 members 
Mstep: Class 28 contains 46892 members 
Mstep: Class 29 contains 57074 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 36057 members 
Mstep: Class 32 contains 62947 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4753 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 10653 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7504 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 79455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781952.000000 Penalty: 94294.750000
Iteration 206Q: 43 clusters Score -1.27782e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23330 members 
Mstep: Class 4 contains 6025 members 
Mstep: Class 5 contains 52698 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 41755 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 35594 members 
Mstep: Class 10 contains 61741 members 
Mstep: Class 11 contains 74788 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 6932 members 
Mstep: Class 14 contains 24411 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 80655 members 
Mstep: Class 18 contains 17808 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 67183 members 
Mstep: Class 23 contains 70297 members 
Mstep: Class 24 contains 38204 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12786 members 
Mstep: Class 28 contains 46871 members 
Mstep: Class 29 contains 55590 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 36165 members 
Mstep: Class 32 contains 62937 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4755 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 10663 members 
Mstep: Class 37 contains 3666 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7483 members 
Mstep: Class 42 contains 3016 members 
Mstep: Class 43 contains 79610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782176.000000 Penalty: 94294.750000
Iteration 207Q: 43 clusters Score -1.277822e+08 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23332 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 53107 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41719 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 35538 members 
Mstep: Class 10 contains 61687 members 
Mstep: Class 11 contains 74747 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 6929 members 
Mstep: Class 14 contains 24410 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 8173 members 
Mstep: Class 17 contains 80749 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 68600 members 
Mstep: Class 23 contains 70269 members 
Mstep: Class 24 contains 38106 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12645 members 
Mstep: Class 28 contains 46855 members 
Mstep: Class 29 contains 54127 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 36238 members 
Mstep: Class 32 contains 62968 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4766 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 10672 members 
Mstep: Class 37 contains 3668 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7465 members 
Mstep: Class 42 contains 3031 members 
Mstep: Class 43 contains 79731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781800.000000 Penalty: 94294.750000
Iteration 208Q: 43 clusters Score -1.277818e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 5863 members 
Mstep: Class 5 contains 53497 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41675 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 35453 members 
Mstep: Class 10 contains 61676 members 
Mstep: Class 11 contains 74690 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 6928 members 
Mstep: Class 14 contains 24410 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 8139 members 
Mstep: Class 17 contains 80885 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 69915 members 
Mstep: Class 23 contains 70208 members 
Mstep: Class 24 contains 38005 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12498 members 
Mstep: Class 28 contains 46853 members 
Mstep: Class 29 contains 52670 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 36311 members 
Mstep: Class 32 contains 62999 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4768 members 
Mstep: Class 35 contains 2511 members 
Mstep: Class 36 contains 10676 members 
Mstep: Class 37 contains 3675 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7447 members 
Mstep: Class 42 contains 3054 members 
Mstep: Class 43 contains 79874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781536.000000 Penalty: 94294.750000
Iteration 209Q: 43 clusters Score -1.277815e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23379 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 5 contains 53892 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41646 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 35381 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 74677 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 6929 members 
Mstep: Class 14 contains 24409 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 81098 members 
Mstep: Class 18 contains 17510 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 8720 members 
Mstep: Class 21 contains 71158 members 
Mstep: Class 23 contains 70160 members 
Mstep: Class 24 contains 37899 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12380 members 
Mstep: Class 28 contains 46846 members 
Mstep: Class 29 contains 51215 members 
Mstep: Class 30 contains 2482 members 
Mstep: Class 31 contains 36374 members 
Mstep: Class 32 contains 63001 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4767 members 
Mstep: Class 35 contains 2505 members 
Mstep: Class 36 contains 10683 members 
Mstep: Class 37 contains 3676 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7424 members 
Mstep: Class 42 contains 3087 members 
Mstep: Class 43 contains 79957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781848.000000 Penalty: 94294.750000
Iteration 210Q: 43 clusters Score -1.277818e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23396 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 54314 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41598 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 35339 members 
Mstep: Class 10 contains 61703 members 
Mstep: Class 11 contains 74674 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 6919 members 
Mstep: Class 14 contains 24398 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 8047 members 
Mstep: Class 17 contains 81340 members 
Mstep: Class 18 contains 17421 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 8734 members 
Mstep: Class 21 contains 72227 members 
Mstep: Class 23 contains 70106 members 
Mstep: Class 24 contains 37815 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12259 members 
Mstep: Class 28 contains 46839 members 
Mstep: Class 29 contains 49830 members 
Mstep: Class 30 contains 2483 members 
Mstep: Class 31 contains 36447 members 
Mstep: Class 32 contains 63006 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4768 members 
Mstep: Class 35 contains 2501 members 
Mstep: Class 36 contains 10694 members 
Mstep: Class 37 contains 3679 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 7399 members 
Mstep: Class 42 contains 3118 members 
Mstep: Class 43 contains 80021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781344.000000 Penalty: 94294.750000
Iteration 211Q: 43 clusters Score -1.277813e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23400 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 54740 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41566 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 35267 members 
Mstep: Class 10 contains 61798 members 
Mstep: Class 11 contains 74652 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 13 contains 6916 members 
Mstep: Class 14 contains 24384 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 8002 members 
Mstep: Class 17 contains 81660 members 
Mstep: Class 18 contains 17365 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 8759 members 
Mstep: Class 21 contains 73093 members 
Mstep: Class 23 contains 70055 members 
Mstep: Class 24 contains 37729 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 12134 members 
Mstep: Class 28 contains 46830 members 
Mstep: Class 29 contains 48515 members 
Mstep: Class 30 contains 2481 members 
Mstep: Class 31 contains 36545 members 
Mstep: Class 32 contains 62995 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4766 members 
Mstep: Class 35 contains 2497 members 
Mstep: Class 36 contains 10696 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 7384 members 
Mstep: Class 42 contains 3147 members 
Mstep: Class 43 contains 80104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781072.000000 Penalty: 94294.750000
Iteration 212Q: 43 clusters Score -1.277811e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23412 members 
Mstep: Class 4 contains 5588 members 
Mstep: Class 5 contains 55187 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41485 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 35176 members 
Mstep: Class 10 contains 61944 members 
Mstep: Class 11 contains 74616 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 6911 members 
Mstep: Class 14 contains 24377 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 81999 members 
Mstep: Class 18 contains 17305 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 8804 members 
Mstep: Class 21 contains 73857 members 
Mstep: Class 23 contains 70056 members 
Mstep: Class 24 contains 37626 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 11984 members 
Mstep: Class 28 contains 46818 members 
Mstep: Class 29 contains 47180 members 
Mstep: Class 30 contains 2482 members 
Mstep: Class 31 contains 36646 members 
Mstep: Class 32 contains 63003 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4769 members 
Mstep: Class 35 contains 2495 members 
Mstep: Class 36 contains 10697 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 7362 members 
Mstep: Class 42 contains 3174 members 
Mstep: Class 43 contains 80229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780648.000000 Penalty: 94294.750000
Iteration 213Q: 43 clusters Score -1.277806e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23429 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 55670 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 35091 members 
Mstep: Class 10 contains 62040 members 
Mstep: Class 11 contains 74553 members 
Mstep: Class 12 contains 3402 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 24380 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 7925 members 
Mstep: Class 17 contains 82339 members 
Mstep: Class 18 contains 17228 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 8844 members 
Mstep: Class 21 contains 74652 members 
Mstep: Class 23 contains 70066 members 
Mstep: Class 24 contains 37526 members 
Mstep: Class 25 contains 2979 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 11800 members 
Mstep: Class 28 contains 46796 members 
Mstep: Class 29 contains 45890 members 
Mstep: Class 30 contains 2484 members 
Mstep: Class 31 contains 36756 members 
Mstep: Class 32 contains 63006 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4772 members 
Mstep: Class 35 contains 2494 members 
Mstep: Class 36 contains 10706 members 
Mstep: Class 37 contains 3676 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 7339 members 
Mstep: Class 42 contains 3192 members 
Mstep: Class 43 contains 80323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780240.000000 Penalty: 94294.750000
Iteration 214Q: 43 clusters Score -1.277802e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 4 contains 5473 members 
Mstep: Class 5 contains 56178 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 35015 members 
Mstep: Class 10 contains 62154 members 
Mstep: Class 11 contains 74528 members 
Mstep: Class 12 contains 3397 members 
Mstep: Class 13 contains 6887 members 
Mstep: Class 14 contains 24386 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 82638 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 75367 members 
Mstep: Class 23 contains 70055 members 
Mstep: Class 24 contains 37414 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 11613 members 
Mstep: Class 28 contains 46788 members 
Mstep: Class 29 contains 44679 members 
Mstep: Class 30 contains 2484 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 63028 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4774 members 
Mstep: Class 35 contains 2490 members 
Mstep: Class 36 contains 10710 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 7314 members 
Mstep: Class 42 contains 3215 members 
Mstep: Class 43 contains 80405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779744.000000 Penalty: 94294.750000
Iteration 215Q: 43 clusters Score -1.277797e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23436 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 56712 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41230 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 34924 members 
Mstep: Class 10 contains 62248 members 
Mstep: Class 11 contains 74495 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 6882 members 
Mstep: Class 14 contains 24403 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 7839 members 
Mstep: Class 17 contains 82901 members 
Mstep: Class 18 contains 17113 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 76026 members 
Mstep: Class 23 contains 70023 members 
Mstep: Class 24 contains 37322 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 11381 members 
Mstep: Class 28 contains 46798 members 
Mstep: Class 29 contains 43582 members 
Mstep: Class 30 contains 2484 members 
Mstep: Class 31 contains 36982 members 
Mstep: Class 32 contains 63030 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4776 members 
Mstep: Class 35 contains 2479 members 
Mstep: Class 36 contains 10708 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 626 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 7289 members 
Mstep: Class 42 contains 3248 members 
Mstep: Class 43 contains 80500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779576.000000 Penalty: 94294.750000
Iteration 216Q: 43 clusters Score -1.277796e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23439 members 
Mstep: Class 4 contains 5367 members 
Mstep: Class 5 contains 57277 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41141 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 34818 members 
Mstep: Class 10 contains 62341 members 
Mstep: Class 11 contains 74428 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 24414 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 83168 members 
Mstep: Class 18 contains 17069 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 8977 members 
Mstep: Class 21 contains 76653 members 
Mstep: Class 23 contains 70035 members 
Mstep: Class 24 contains 37241 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 11122 members 
Mstep: Class 28 contains 46800 members 
Mstep: Class 29 contains 42498 members 
Mstep: Class 30 contains 2483 members 
Mstep: Class 31 contains 37114 members 
Mstep: Class 32 contains 63027 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4778 members 
Mstep: Class 35 contains 2473 members 
Mstep: Class 36 contains 10718 members 
Mstep: Class 37 contains 3680 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 7270 members 
Mstep: Class 42 contains 3283 members 
Mstep: Class 43 contains 80561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779496.000000 Penalty: 94294.750000
Iteration 217Q: 43 clusters Score -1.277795e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 5320 members 
Mstep: Class 5 contains 57824 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 41030 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 34747 members 
Mstep: Class 10 contains 62392 members 
Mstep: Class 11 contains 74340 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 24412 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 83404 members 
Mstep: Class 18 contains 17039 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 9012 members 
Mstep: Class 21 contains 77283 members 
Mstep: Class 23 contains 70038 members 
Mstep: Class 24 contains 37147 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 10861 members 
Mstep: Class 28 contains 46826 members 
Mstep: Class 29 contains 41485 members 
Mstep: Class 30 contains 2484 members 
Mstep: Class 31 contains 37255 members 
Mstep: Class 32 contains 63054 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4778 members 
Mstep: Class 35 contains 2468 members 
Mstep: Class 36 contains 10722 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 685 members 
Mstep: Class 41 contains 7251 members 
Mstep: Class 42 contains 3319 members 
Mstep: Class 43 contains 80620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779016.000000 Penalty: 94294.750000
Iteration 218Q: 43 clusters Score -1.27779e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23434 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 58396 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40892 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 34661 members 
Mstep: Class 10 contains 62454 members 
Mstep: Class 11 contains 74284 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 24415 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 83591 members 
Mstep: Class 18 contains 17016 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 9037 members 
Mstep: Class 21 contains 77818 members 
Mstep: Class 23 contains 70073 members 
Mstep: Class 24 contains 37033 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 10597 members 
Mstep: Class 28 contains 46853 members 
Mstep: Class 29 contains 40581 members 
Mstep: Class 30 contains 2480 members 
Mstep: Class 31 contains 37380 members 
Mstep: Class 32 contains 63085 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4782 members 
Mstep: Class 35 contains 2469 members 
Mstep: Class 36 contains 10724 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 683 members 
Mstep: Class 41 contains 7229 members 
Mstep: Class 42 contains 3354 members 
Mstep: Class 43 contains 80695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778552.000000 Penalty: 94294.750000
Iteration 219Q: 43 clusters Score -1.277786e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23436 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 58959 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40796 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 34587 members 
Mstep: Class 10 contains 62501 members 
Mstep: Class 11 contains 74216 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 6889 members 
Mstep: Class 14 contains 24416 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 7677 members 
Mstep: Class 17 contains 83740 members 
Mstep: Class 18 contains 16986 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 9058 members 
Mstep: Class 21 contains 78252 members 
Mstep: Class 23 contains 70093 members 
Mstep: Class 24 contains 36944 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 46881 members 
Mstep: Class 29 contains 39823 members 
Mstep: Class 30 contains 2479 members 
Mstep: Class 31 contains 37495 members 
Mstep: Class 32 contains 63119 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4788 members 
Mstep: Class 35 contains 2472 members 
Mstep: Class 36 contains 10724 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7212 members 
Mstep: Class 42 contains 3381 members 
Mstep: Class 43 contains 80758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778544.000000 Penalty: 94294.750000
Iteration 220F: 43 clusters Score -1.277785e+08 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23447 members 
Mstep: Class 4 contains 5159 members 
Mstep: Class 5 contains 59532 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40706 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 34491 members 
Mstep: Class 10 contains 62508 members 
Mstep: Class 11 contains 74131 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 7622 members 
Mstep: Class 17 contains 83871 members 
Mstep: Class 18 contains 16957 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 79356 members 
Mstep: Class 23 contains 70118 members 
Mstep: Class 24 contains 36864 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 10051 members 
Mstep: Class 28 contains 46899 members 
Mstep: Class 29 contains 38455 members 
Mstep: Class 30 contains 2478 members 
Mstep: Class 31 contains 37609 members 
Mstep: Class 32 contains 63158 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4791 members 
Mstep: Class 35 contains 2472 members 
Mstep: Class 36 contains 10719 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7184 members 
Mstep: Class 42 contains 3407 members 
Mstep: Class 43 contains 80868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778520.000000 Penalty: 94294.750000
Iteration 221Q: 43 clusters Score -1.277785e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23450 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 60173 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40630 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 34399 members 
Mstep: Class 10 contains 62573 members 
Mstep: Class 11 contains 74083 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 24437 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 17 contains 84037 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 80362 members 
Mstep: Class 23 contains 70107 members 
Mstep: Class 24 contains 36790 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 9782 members 
Mstep: Class 28 contains 46912 members 
Mstep: Class 29 contains 37015 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 37732 members 
Mstep: Class 32 contains 63182 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 2477 members 
Mstep: Class 36 contains 10719 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7155 members 
Mstep: Class 42 contains 3426 members 
Mstep: Class 43 contains 80950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778304.000000 Penalty: 94294.750000
Iteration 222Q: 43 clusters Score -1.277783e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23457 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 60869 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40567 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 34316 members 
Mstep: Class 10 contains 62623 members 
Mstep: Class 11 contains 74043 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 24454 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 84115 members 
Mstep: Class 18 contains 16913 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 81342 members 
Mstep: Class 23 contains 70103 members 
Mstep: Class 24 contains 36730 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 9531 members 
Mstep: Class 28 contains 46922 members 
Mstep: Class 29 contains 35543 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 37829 members 
Mstep: Class 32 contains 63185 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 2478 members 
Mstep: Class 36 contains 10727 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7132 members 
Mstep: Class 42 contains 3437 members 
Mstep: Class 43 contains 81092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778112.000000 Penalty: 94294.750000
Iteration 223Q: 43 clusters Score -1.277781e+08 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23464 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 61592 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40520 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 34214 members 
Mstep: Class 10 contains 62706 members 
Mstep: Class 11 contains 74032 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 24459 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 84178 members 
Mstep: Class 18 contains 16897 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 82280 members 
Mstep: Class 23 contains 70096 members 
Mstep: Class 24 contains 36671 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 9299 members 
Mstep: Class 28 contains 46921 members 
Mstep: Class 29 contains 34078 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 37946 members 
Mstep: Class 32 contains 63164 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 2470 members 
Mstep: Class 36 contains 10728 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7109 members 
Mstep: Class 42 contains 3452 members 
Mstep: Class 43 contains 81197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778288.000000 Penalty: 94294.750000
Iteration 224Q: 43 clusters Score -1.277783e+08 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23472 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 62413 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40487 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 34132 members 
Mstep: Class 10 contains 62778 members 
Mstep: Class 11 contains 74024 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 24461 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 84221 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 83203 members 
Mstep: Class 23 contains 70085 members 
Mstep: Class 24 contains 36588 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 9049 members 
Mstep: Class 28 contains 46926 members 
Mstep: Class 29 contains 32569 members 
Mstep: Class 30 contains 2476 members 
Mstep: Class 31 contains 38068 members 
Mstep: Class 32 contains 63160 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 2468 members 
Mstep: Class 36 contains 10727 members 
Mstep: Class 37 contains 3730 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7090 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 81273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778152.000000 Penalty: 94294.750000
Iteration 225Q: 43 clusters Score -1.277782e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23468 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 63344 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40471 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 34046 members 
Mstep: Class 10 contains 62874 members 
Mstep: Class 11 contains 74027 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 24467 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 84261 members 
Mstep: Class 18 contains 16864 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 83963 members 
Mstep: Class 23 contains 70079 members 
Mstep: Class 24 contains 36514 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 46923 members 
Mstep: Class 29 contains 31047 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 38212 members 
Mstep: Class 32 contains 63153 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 2472 members 
Mstep: Class 36 contains 10729 members 
Mstep: Class 37 contains 3742 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7074 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 81340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777400.000000 Penalty: 94294.750000
Iteration 226Q: 43 clusters Score -1.277774e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23463 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 64347 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40475 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 33932 members 
Mstep: Class 10 contains 62968 members 
Mstep: Class 11 contains 74004 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 24463 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 84296 members 
Mstep: Class 18 contains 16865 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 9127 members 
Mstep: Class 21 contains 84676 members 
Mstep: Class 23 contains 70112 members 
Mstep: Class 24 contains 36441 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 8618 members 
Mstep: Class 28 contains 46932 members 
Mstep: Class 29 contains 29486 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 38334 members 
Mstep: Class 32 contains 63153 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 10728 members 
Mstep: Class 37 contains 3746 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7058 members 
Mstep: Class 42 contains 3478 members 
Mstep: Class 43 contains 81420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777600.000000 Penalty: 94294.750000
Iteration 227Q: 43 clusters Score -1.277776e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23455 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 65404 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40499 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 33814 members 
Mstep: Class 10 contains 63043 members 
Mstep: Class 11 contains 73969 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 24461 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 7376 members 
Mstep: Class 17 contains 84307 members 
Mstep: Class 18 contains 16868 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 85339 members 
Mstep: Class 23 contains 70157 members 
Mstep: Class 24 contains 36384 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 8444 members 
Mstep: Class 28 contains 46937 members 
Mstep: Class 29 contains 27909 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 38466 members 
Mstep: Class 32 contains 63131 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 2479 members 
Mstep: Class 36 contains 10729 members 
Mstep: Class 37 contains 3743 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7047 members 
Mstep: Class 42 contains 3486 members 
Mstep: Class 43 contains 81505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777360.000000 Penalty: 94294.750000
Iteration 228Q: 43 clusters Score -1.277774e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23454 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 66530 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40492 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 33690 members 
Mstep: Class 10 contains 63143 members 
Mstep: Class 11 contains 73940 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 84293 members 
Mstep: Class 18 contains 16896 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 20 contains 9120 members 
Mstep: Class 21 contains 85858 members 
Mstep: Class 23 contains 70197 members 
Mstep: Class 24 contains 36310 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 8286 members 
Mstep: Class 28 contains 46951 members 
Mstep: Class 29 contains 26382 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 38596 members 
Mstep: Class 32 contains 63141 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 2484 members 
Mstep: Class 36 contains 10730 members 
Mstep: Class 37 contains 3743 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7031 members 
Mstep: Class 42 contains 3492 members 
Mstep: Class 43 contains 81599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777144.000000 Penalty: 94294.750000
Iteration 229Q: 43 clusters Score -1.277771e+08 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23453 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 67537 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40482 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 33570 members 
Mstep: Class 10 contains 63246 members 
Mstep: Class 11 contains 73914 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 7312 members 
Mstep: Class 17 contains 84271 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 9118 members 
Mstep: Class 21 contains 86451 members 
Mstep: Class 23 contains 70245 members 
Mstep: Class 24 contains 36228 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 8142 members 
Mstep: Class 28 contains 46969 members 
Mstep: Class 29 contains 24905 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 38715 members 
Mstep: Class 32 contains 63136 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 2488 members 
Mstep: Class 36 contains 10736 members 
Mstep: Class 37 contains 3745 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7015 members 
Mstep: Class 42 contains 3493 members 
Mstep: Class 43 contains 81677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776560.000000 Penalty: 94294.750000
Iteration 230Q: 43 clusters Score -1.277766e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23446 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 68523 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 40483 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 33434 members 
Mstep: Class 10 contains 63308 members 
Mstep: Class 11 contains 73886 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 84271 members 
Mstep: Class 18 contains 16940 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 87028 members 
Mstep: Class 23 contains 70283 members 
Mstep: Class 24 contains 36144 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 8011 members 
Mstep: Class 28 contains 46969 members 
Mstep: Class 29 contains 23486 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 38859 members 
Mstep: Class 32 contains 63129 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 2492 members 
Mstep: Class 36 contains 10742 members 
Mstep: Class 37 contains 3744 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 7005 members 
Mstep: Class 42 contains 3496 members 
Mstep: Class 43 contains 81747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776256.000000 Penalty: 94294.750000
Iteration 231Q: 43 clusters Score -1.277763e+08 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23444 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 69464 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40494 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 33292 members 
Mstep: Class 10 contains 63356 members 
Mstep: Class 11 contains 73874 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 24422 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 84228 members 
Mstep: Class 18 contains 16952 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 87607 members 
Mstep: Class 23 contains 70315 members 
Mstep: Class 24 contains 36042 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 46992 members 
Mstep: Class 29 contains 22141 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 38973 members 
Mstep: Class 32 contains 63111 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 2498 members 
Mstep: Class 36 contains 10740 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6993 members 
Mstep: Class 42 contains 3497 members 
Mstep: Class 43 contains 81841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776040.000000 Penalty: 94294.750000
Iteration 232Q: 43 clusters Score -1.27776e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23437 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 70322 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40521 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 33168 members 
Mstep: Class 10 contains 63393 members 
Mstep: Class 11 contains 73865 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7201 members 
Mstep: Class 17 contains 84164 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 9086 members 
Mstep: Class 21 contains 88182 members 
Mstep: Class 23 contains 70335 members 
Mstep: Class 24 contains 35929 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7832 members 
Mstep: Class 28 contains 47007 members 
Mstep: Class 29 contains 20882 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39086 members 
Mstep: Class 32 contains 63092 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 2501 members 
Mstep: Class 36 contains 10737 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6986 members 
Mstep: Class 42 contains 3499 members 
Mstep: Class 43 contains 81953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775304.000000 Penalty: 94294.750000
Iteration 233Q: 43 clusters Score -1.277753e+08 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23436 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 71189 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40549 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 33051 members 
Mstep: Class 10 contains 63454 members 
Mstep: Class 11 contains 73883 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 24415 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7153 members 
Mstep: Class 17 contains 84045 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 9067 members 
Mstep: Class 21 contains 88734 members 
Mstep: Class 23 contains 70338 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7754 members 
Mstep: Class 28 contains 47027 members 
Mstep: Class 29 contains 19626 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39194 members 
Mstep: Class 32 contains 63105 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 2502 members 
Mstep: Class 36 contains 10740 members 
Mstep: Class 37 contains 3717 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6976 members 
Mstep: Class 42 contains 3503 members 
Mstep: Class 43 contains 82070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775080.000000 Penalty: 94294.750000
Iteration 234Q: 43 clusters Score -1.277751e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23435 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 72025 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40573 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 32928 members 
Mstep: Class 10 contains 63524 members 
Mstep: Class 11 contains 73858 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 24408 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 83970 members 
Mstep: Class 18 contains 17058 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 9055 members 
Mstep: Class 21 contains 89259 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 35660 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7664 members 
Mstep: Class 28 contains 47053 members 
Mstep: Class 29 contains 18407 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 39361 members 
Mstep: Class 32 contains 63085 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 2498 members 
Mstep: Class 36 contains 10740 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6961 members 
Mstep: Class 42 contains 3508 members 
Mstep: Class 43 contains 82175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775280.000000 Penalty: 94294.750000
Iteration 235Q: 43 clusters Score -1.277753e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23430 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 72873 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40597 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 32815 members 
Mstep: Class 10 contains 63616 members 
Mstep: Class 11 contains 73835 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 24393 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 83880 members 
Mstep: Class 18 contains 17083 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 89716 members 
Mstep: Class 23 contains 70360 members 
Mstep: Class 24 contains 35517 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 47081 members 
Mstep: Class 29 contains 17282 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39501 members 
Mstep: Class 32 contains 63100 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 2497 members 
Mstep: Class 36 contains 10739 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6947 members 
Mstep: Class 42 contains 3507 members 
Mstep: Class 43 contains 82250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774744.000000 Penalty: 94294.750000
Iteration 236Q: 43 clusters Score -1.277747e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 73736 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40626 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 32680 members 
Mstep: Class 10 contains 63677 members 
Mstep: Class 11 contains 73833 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 24388 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 83852 members 
Mstep: Class 18 contains 17099 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 9024 members 
Mstep: Class 21 contains 90089 members 
Mstep: Class 23 contains 70353 members 
Mstep: Class 24 contains 35383 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7446 members 
Mstep: Class 28 contains 47117 members 
Mstep: Class 29 contains 16268 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39637 members 
Mstep: Class 32 contains 63128 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 2492 members 
Mstep: Class 36 contains 10742 members 
Mstep: Class 37 contains 3715 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6925 members 
Mstep: Class 42 contains 3508 members 
Mstep: Class 43 contains 82270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774288.000000 Penalty: 94294.750000
Iteration 237Q: 43 clusters Score -1.277743e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23398 members 
Mstep: Class 4 contains 4282 members 
Mstep: Class 5 contains 74603 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40637 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 32559 members 
Mstep: Class 10 contains 63723 members 
Mstep: Class 11 contains 73814 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 24376 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 83837 members 
Mstep: Class 18 contains 17102 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 90390 members 
Mstep: Class 23 contains 70341 members 
Mstep: Class 24 contains 35265 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7330 members 
Mstep: Class 28 contains 47119 members 
Mstep: Class 29 contains 15372 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39755 members 
Mstep: Class 32 contains 63134 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 2491 members 
Mstep: Class 36 contains 10748 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 3510 members 
Mstep: Class 43 contains 82356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773920.000000 Penalty: 94294.750000
Iteration 238Q: 43 clusters Score -1.277739e+08 nChanged 3770
Entering ConstructFrom: 
Score: -127773920.000000 Penalty: 94294.750000
Entering ConstructFrom: 
Trying to split cluster 1 (27271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Entering Unmasked Estep 
Score: -3465548.750000 Penalty: 1659.706665
	Iteration 0F: 2 clusters Score -3465549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3447110.750000 Penalty: 3319.413330
	Iteration 0F: 3 clusters Score -3447111 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3454023.000000 Penalty: 3319.413330
	Iteration 1F: 3 clusters Score -3454023 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3454501.250000 Penalty: 3319.413330
	Iteration 2Q: 3 clusters Score -3454501 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3455021.000000 Penalty: 3319.413330
	Iteration 3Q: 3 clusters Score -3455021 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3455545.750000 Penalty: 3319.413330
	Iteration 4Q: 3 clusters Score -3455546 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3456074.000000 Penalty: 3319.413330
	Iteration 5Q: 3 clusters Score -3456074 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3456633.250000 Penalty: 3319.413330
	Iteration 6Q: 3 clusters Score -3456633 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3457270.000000 Penalty: 3319.413330
	Iteration 7Q: 3 clusters Score -3457270 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3457929.750000 Penalty: 3319.413330
	Iteration 8Q: 3 clusters Score -3457930 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3458645.000000 Penalty: 3319.413330
	Iteration 9Q: 3 clusters Score -3458645 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3459380.000000 Penalty: 3319.413330
	Iteration 10Q: 3 clusters Score -3459380 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3460128.500000 Penalty: 3319.413330
	Iteration 11Q: 3 clusters Score -3460128 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3460874.250000 Penalty: 3319.413330
	Iteration 12Q: 3 clusters Score -3460874 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3461484.000000 Penalty: 3319.413330
	Iteration 13Q: 3 clusters Score -3461484 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3461902.750000 Penalty: 3319.413330
	Iteration 14Q: 3 clusters Score -3461903 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3462237.750000 Penalty: 3319.413330
	Iteration 15Q: 3 clusters Score -3462238 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3462507.250000 Penalty: 3319.413330
	Iteration 16Q: 3 clusters Score -3462507 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3462729.750000 Penalty: 3319.413330
	Iteration 17Q: 3 clusters Score -3462730 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3462916.250000 Penalty: 3319.413330
	Iteration 18Q: 3 clusters Score -3462916 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3463111.500000 Penalty: 3319.413330
	Iteration 19Q: 3 clusters Score -3463112 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3463267.500000 Penalty: 3319.413330
	Iteration 20F: 3 clusters Score -3463268 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3463377.000000 Penalty: 3319.413330
	Iteration 21Q: 3 clusters Score -3463377 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3463463.500000 Penalty: 3319.413330
	Iteration 22Q: 3 clusters Score -3463464 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3463540.250000 Penalty: 3319.413330
	Iteration 23Q: 3 clusters Score -3463540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3463609.000000 Penalty: 3319.413330
	Iteration 24Q: 3 clusters Score -3463609 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3463676.250000 Penalty: 3319.413330
	Iteration 25Q: 3 clusters Score -3463676 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3463715.000000 Penalty: 3319.413330
	Iteration 26Q: 3 clusters Score -3463715 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3463775.000000 Penalty: 3319.413330
	Iteration 27Q: 3 clusters Score -3463775 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3463836.000000 Penalty: 3319.413330
	Iteration 28Q: 3 clusters Score -3463836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3463896.500000 Penalty: 3319.413330
	Iteration 29Q: 3 clusters Score -3463896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3463942.250000 Penalty: 3319.413330
	Iteration 30Q: 3 clusters Score -3463942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3463972.750000 Penalty: 3319.413330
	Iteration 31Q: 3 clusters Score -3463973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3464002.750000 Penalty: 3319.413330
	Iteration 32Q: 3 clusters Score -3464003 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3464026.000000 Penalty: 3319.413330
	Iteration 33Q: 3 clusters Score -3464026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3464053.000000 Penalty: 3319.413330
	Iteration 34Q: 3 clusters Score -3464053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3464072.750000 Penalty: 3319.413330
	Iteration 35Q: 3 clusters Score -3464073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3464084.500000 Penalty: 3319.413330
	Iteration 36Q: 3 clusters Score -3464084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3464087.750000 Penalty: 3319.413330
	Iteration 37Q: 3 clusters Score -3464088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3464097.250000 Penalty: 3319.413330
	Iteration 38Q: 3 clusters Score -3464097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3464097.500000 Penalty: 3319.413330
	Iteration 39Q: 3 clusters Score -3464098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3464098.250000 Penalty: 3319.413330
	Iteration 40F: 3 clusters Score -3464098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3464106.000000 Penalty: 3319.413330
	Iteration 41Q: 3 clusters Score -3464106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3464109.250000 Penalty: 3319.413330
	Iteration 42Q: 3 clusters Score -3464109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3464110.750000 Penalty: 3319.413330
	Iteration 43Q: 3 clusters Score -3464111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3464112.250000 Penalty: 3319.413330
	Iteration 44Q: 3 clusters Score -3464112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3464117.750000 Penalty: 3319.413330
	Iteration 45Q: 3 clusters Score -3464118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3464120.750000 Penalty: 3319.413330
	Iteration 46Q: 3 clusters Score -3464121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3464120.500000 Penalty: 3319.413330
	Iteration 47Q: 3 clusters Score -3464120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3464122.250000 Penalty: 3319.413330
	Iteration 48Q: 3 clusters Score -3464122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3464124.250000 Penalty: 3319.413330
	Iteration 49Q: 3 clusters Score -3464124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3464132.000000 Penalty: 3319.413330
	Iteration 50Q: 3 clusters Score -3464132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3464133.000000 Penalty: 3319.413330
	Iteration 51Q: 3 clusters Score -3464133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3464135.000000 Penalty: 3319.413330
	Iteration 52Q: 3 clusters Score -3464135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3464139.500000 Penalty: 3319.413330
	Iteration 53Q: 3 clusters Score -3464140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3464143.750000 Penalty: 3319.413330
	Iteration 54Q: 3 clusters Score -3464144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3464142.750000 Penalty: 3319.413330
	Iteration 55Q: 3 clusters Score -3464143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3464149.500000 Penalty: 3319.413330
	Iteration 56Q: 3 clusters Score -3464150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3464155.250000 Penalty: 3319.413330
	Iteration 57Q: 3 clusters Score -3464155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3464155.250000 Penalty: 3319.413330
	Iteration 58Q: 3 clusters Score -3464155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3464163.000000 Penalty: 3319.413330
	Iteration 59Q: 3 clusters Score -3464163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3464165.250000 Penalty: 3319.413330
	Iteration 60F: 3 clusters Score -3464165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3464161.750000 Penalty: 3319.413330
	Iteration 61Q: 3 clusters Score -3464162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3464169.000000 Penalty: 3319.413330
	Iteration 62Q: 3 clusters Score -3464169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3464173.500000 Penalty: 3319.413330
	Iteration 63Q: 3 clusters Score -3464174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3464171.500000 Penalty: 3319.413330
	Iteration 64Q: 3 clusters Score -3464172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3464171.750000 Penalty: 3319.413330
	Iteration 65Q: 3 clusters Score -3464172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3464177.250000 Penalty: 3319.413330
	Iteration 66Q: 3 clusters Score -3464177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3464181.000000 Penalty: 3319.413330
	Iteration 67Q: 3 clusters Score -3464181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3464180.750000 Penalty: 3319.413330
	Iteration 68Q: 3 clusters Score -3464181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3464180.500000 Penalty: 3319.413330
	Iteration 69Q: 3 clusters Score -3464180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3464179.750000 Penalty: 3319.413330
	Iteration 70Q: 3 clusters Score -3464180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3464178.500000 Penalty: 3319.413330
	Iteration 71Q: 3 clusters Score -3464178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3464180.750000 Penalty: 3319.413330
	Iteration 72Q: 3 clusters Score -3464181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3464180.750000 Penalty: 3319.413330
	Iteration 73F: 3 clusters Score -3464181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -699260.125000 Penalty: 1399.028687
	Iteration 0F: 2 clusters Score -699260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -694957.812500 Penalty: 2798.057373
	Iteration 0F: 3 clusters Score -694957.8 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -696173.375000 Penalty: 2798.057373
	Iteration 1F: 3 clusters Score -696173.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -696424.250000 Penalty: 2798.057373
	Iteration 2F: 3 clusters Score -696424.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -696673.875000 Penalty: 2798.057373
	Iteration 3F: 3 clusters Score -696673.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -696902.937500 Penalty: 2798.057373
	Iteration 4F: 3 clusters Score -696902.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -697084.500000 Penalty: 2798.057373
	Iteration 5F: 3 clusters Score -697084.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -697225.937500 Penalty: 2798.057373
	Iteration 6Q: 3 clusters Score -697225.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -697388.125000 Penalty: 2798.057373
	Iteration 7Q: 3 clusters Score -697388.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -697558.187500 Penalty: 2798.057373
	Iteration 8Q: 3 clusters Score -697558.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -697742.375000 Penalty: 2798.057373
	Iteration 9Q: 3 clusters Score -697742.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -697917.125000 Penalty: 2798.057373
	Iteration 10Q: 3 clusters Score -697917.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -698039.500000 Penalty: 2798.057373
	Iteration 11Q: 3 clusters Score -698039.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -698135.625000 Penalty: 2798.057373
	Iteration 12Q: 3 clusters Score -698135.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -698203.812500 Penalty: 2798.057373
	Iteration 13Q: 3 clusters Score -698203.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -698282.500000 Penalty: 2798.057373
	Iteration 14Q: 3 clusters Score -698282.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -698337.937500 Penalty: 2798.057373
	Iteration 15Q: 3 clusters Score -698337.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -698377.312500 Penalty: 2798.057373
	Iteration 16Q: 3 clusters Score -698377.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -698404.312500 Penalty: 2798.057373
	Iteration 17Q: 3 clusters Score -698404.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -698427.687500 Penalty: 2798.057373
	Iteration 18Q: 3 clusters Score -698427.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -698447.625000 Penalty: 2798.057373
	Iteration 19Q: 3 clusters Score -698447.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -698460.437500 Penalty: 2798.057373
	Iteration 20F: 3 clusters Score -698460.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -698481.562500 Penalty: 2798.057373
	Iteration 21Q: 3 clusters Score -698481.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -698497.562500 Penalty: 2798.057373
	Iteration 22Q: 3 clusters Score -698497.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -698520.375000 Penalty: 2798.057373
	Iteration 23Q: 3 clusters Score -698520.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -698542.500000 Penalty: 2798.057373
	Iteration 24Q: 3 clusters Score -698542.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -698558.875000 Penalty: 2798.057373
	Iteration 25Q: 3 clusters Score -698558.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -698580.875000 Penalty: 2798.057373
	Iteration 26Q: 3 clusters Score -698580.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -698594.562500 Penalty: 2798.057373
	Iteration 27Q: 3 clusters Score -698594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -698606.125000 Penalty: 2798.057373
	Iteration 28Q: 3 clusters Score -698606.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -698628.062500 Penalty: 2798.057373
	Iteration 29Q: 3 clusters Score -698628.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -698642.625000 Penalty: 2798.057373
	Iteration 30Q: 3 clusters Score -698642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -698658.875000 Penalty: 2798.057373
	Iteration 31Q: 3 clusters Score -698658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -698665.687500 Penalty: 2798.057373
	Iteration 32Q: 3 clusters Score -698665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -698668.687500 Penalty: 2798.057373
	Iteration 33Q: 3 clusters Score -698668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -698673.250000 Penalty: 2798.057373
	Iteration 34Q: 3 clusters Score -698673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -698675.187500 Penalty: 2798.057373
	Iteration 35Q: 3 clusters Score -698675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -698675.187500 Penalty: 2798.057373
	Iteration 36F: 3 clusters Score -698675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Entering Unmasked Estep 
Score: -2950641.750000 Penalty: 1634.767212
	Iteration 0F: 2 clusters Score -2950642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2934838.250000 Penalty: 3269.534424
	Iteration 0F: 3 clusters Score -2934838 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2940924.250000 Penalty: 3269.534424
	Iteration 1F: 3 clusters Score -2940924 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2941510.500000 Penalty: 3269.534424
	Iteration 2F: 3 clusters Score -2941510 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2942154.750000 Penalty: 3269.534424
	Iteration 3F: 3 clusters Score -2942155 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2942920.000000 Penalty: 3269.534424
	Iteration 4F: 3 clusters Score -2942920 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2943901.250000 Penalty: 3269.534424
	Iteration 5F: 3 clusters Score -2943901 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2944892.750000 Penalty: 3269.534424
	Iteration 6F: 3 clusters Score -2944893 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2945789.750000 Penalty: 3269.534424
	Iteration 7F: 3 clusters Score -2945790 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2946417.000000 Penalty: 3269.534424
	Iteration 8Q: 3 clusters Score -2946417 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2946760.000000 Penalty: 3269.534424
	Iteration 9Q: 3 clusters Score -2946760 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2946982.250000 Penalty: 3269.534424
	Iteration 10Q: 3 clusters Score -2946982 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2947158.000000 Penalty: 3269.534424
	Iteration 11Q: 3 clusters Score -2947158 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2947307.250000 Penalty: 3269.534424
	Iteration 12Q: 3 clusters Score -2947307 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2947446.500000 Penalty: 3269.534424
	Iteration 13Q: 3 clusters Score -2947446 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2947608.500000 Penalty: 3269.534424
	Iteration 14Q: 3 clusters Score -2947608 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2947737.000000 Penalty: 3269.534424
	Iteration 15Q: 3 clusters Score -2947737 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2947872.750000 Penalty: 3269.534424
	Iteration 16Q: 3 clusters Score -2947873 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2948028.250000 Penalty: 3269.534424
	Iteration 17Q: 3 clusters Score -2948028 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2948159.250000 Penalty: 3269.534424
	Iteration 18Q: 3 clusters Score -2948159 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2948282.750000 Penalty: 3269.534424
	Iteration 19Q: 3 clusters Score -2948283 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2948388.500000 Penalty: 3269.534424
	Iteration 20F: 3 clusters Score -2948388 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2948475.750000 Penalty: 3269.534424
	Iteration 21Q: 3 clusters Score -2948476 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2948539.750000 Penalty: 3269.534424
	Iteration 22Q: 3 clusters Score -2948540 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2948608.250000 Penalty: 3269.534424
	Iteration 23Q: 3 clusters Score -2948608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2948661.000000 Penalty: 3269.534424
	Iteration 24Q: 3 clusters Score -2948661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2948705.500000 Penalty: 3269.534424
	Iteration 25Q: 3 clusters Score -2948706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2948744.250000 Penalty: 3269.534424
	Iteration 26Q: 3 clusters Score -2948744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2948777.000000 Penalty: 3269.534424
	Iteration 27Q: 3 clusters Score -2948777 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2948819.500000 Penalty: 3269.534424
	Iteration 28Q: 3 clusters Score -2948820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2948846.750000 Penalty: 3269.534424
	Iteration 29Q: 3 clusters Score -2948847 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2948857.250000 Penalty: 3269.534424
	Iteration 30Q: 3 clusters Score -2948857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2948859.000000 Penalty: 3269.534424
	Iteration 31Q: 3 clusters Score -2948859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2948879.000000 Penalty: 3269.534424
	Iteration 32Q: 3 clusters Score -2948879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2948893.750000 Penalty: 3269.534424
	Iteration 33Q: 3 clusters Score -2948894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2948896.500000 Penalty: 3269.534424
	Iteration 34Q: 3 clusters Score -2948896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2948896.750000 Penalty: 3269.534424
	Iteration 35Q: 3 clusters Score -2948897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2948901.500000 Penalty: 3269.534424
	Iteration 36Q: 3 clusters Score -2948902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2948909.250000 Penalty: 3269.534424
	Iteration 37Q: 3 clusters Score -2948909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2948920.250000 Penalty: 3269.534424
	Iteration 38Q: 3 clusters Score -2948920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2948927.750000 Penalty: 3269.534424
	Iteration 39Q: 3 clusters Score -2948928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2948942.500000 Penalty: 3269.534424
	Iteration 40F: 3 clusters Score -2948942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2948953.750000 Penalty: 3269.534424
	Iteration 41Q: 3 clusters Score -2948954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2948952.500000 Penalty: 3269.534424
	Iteration 42Q: 3 clusters Score -2948952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2948969.500000 Penalty: 3269.534424
	Iteration 43Q: 3 clusters Score -2948970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2948967.250000 Penalty: 3269.534424
	Iteration 44Q: 3 clusters Score -2948967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2948964.750000 Penalty: 3269.534424
	Iteration 45Q: 3 clusters Score -2948965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2948978.000000 Penalty: 3269.534424
	Iteration 46Q: 3 clusters Score -2948978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2948976.750000 Penalty: 3269.534424
	Iteration 47Q: 3 clusters Score -2948977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2948984.250000 Penalty: 3269.534424
	Iteration 48Q: 3 clusters Score -2948984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2948987.750000 Penalty: 3269.534424
	Iteration 49Q: 3 clusters Score -2948988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2948991.250000 Penalty: 3269.534424
	Iteration 50Q: 3 clusters Score -2948991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2949001.000000 Penalty: 3269.534424
	Iteration 51Q: 3 clusters Score -2949001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2949008.250000 Penalty: 3269.534424
	Iteration 52Q: 3 clusters Score -2949008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2949008.500000 Penalty: 3269.534424
	Iteration 53Q: 3 clusters Score -2949008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2949009.500000 Penalty: 3269.534424
	Iteration 54Q: 3 clusters Score -2949010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2949006.000000 Penalty: 3269.534424
	Iteration 55Q: 3 clusters Score -2949006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2949006.250000 Penalty: 3269.534424
	Iteration 56Q: 3 clusters Score -2949006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2949009.250000 Penalty: 3269.534424
	Iteration 57Q: 3 clusters Score -2949009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2949017.500000 Penalty: 3269.534424
	Iteration 58Q: 3 clusters Score -2949018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2949014.750000 Penalty: 3269.534424
	Iteration 59Q: 3 clusters Score -2949015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2949018.750000 Penalty: 3269.534424
	Iteration 60F: 3 clusters Score -2949019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2949017.000000 Penalty: 3269.534424
	Iteration 61Q: 3 clusters Score -2949017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2949021.000000 Penalty: 3269.534424
	Iteration 62Q: 3 clusters Score -2949021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2949024.250000 Penalty: 3269.534424
	Iteration 63Q: 3 clusters Score -2949024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2949022.750000 Penalty: 3269.534424
	Iteration 64Q: 3 clusters Score -2949023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2949017.750000 Penalty: 3269.534424
	Iteration 65Q: 3 clusters Score -2949018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2949017.000000 Penalty: 3269.534424
	Iteration 66Q: 3 clusters Score -2949017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2949015.000000 Penalty: 3269.534424
	Iteration 67Q: 3 clusters Score -2949015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2949015.250000 Penalty: 3269.534424
	Iteration 68Q: 3 clusters Score -2949015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2949019.250000 Penalty: 3269.534424
	Iteration 69Q: 3 clusters Score -2949019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2949015.500000 Penalty: 3269.534424
	Iteration 70Q: 3 clusters Score -2949016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2949017.500000 Penalty: 3269.534424
	Iteration 71Q: 3 clusters Score -2949018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2949016.000000 Penalty: 3269.534424
	Iteration 72Q: 3 clusters Score -2949016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2949015.250000 Penalty: 3269.534424
	Iteration 73Q: 3 clusters Score -2949015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2949017.500000 Penalty: 3269.534424
	Iteration 74Q: 3 clusters Score -2949018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2949020.250000 Penalty: 3269.534424
	Iteration 75Q: 3 clusters Score -2949020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2949019.000000 Penalty: 3269.534424
	Iteration 76Q: 3 clusters Score -2949019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2949016.000000 Penalty: 3269.534424
	Iteration 77Q: 3 clusters Score -2949016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2949015.500000 Penalty: 3269.534424
	Iteration 78Q: 3 clusters Score -2949016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2949015.500000 Penalty: 3269.534424
	Iteration 79F: 3 clusters Score -2949016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -566930.000000 Penalty: 1357.749268
	Iteration 0F: 2 clusters Score -566930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -563412.625000 Penalty: 2715.498535
	Iteration 0F: 3 clusters Score -563412.6 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -564335.625000 Penalty: 2715.498535
	Iteration 1F: 3 clusters Score -564335.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -564480.937500 Penalty: 2715.498535
	Iteration 2F: 3 clusters Score -564480.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -564590.437500 Penalty: 2715.498535
	Iteration 3F: 3 clusters Score -564590.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -564666.687500 Penalty: 2715.498535
	Iteration 4Q: 3 clusters Score -564666.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -564730.562500 Penalty: 2715.498535
	Iteration 5Q: 3 clusters Score -564730.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -564783.750000 Penalty: 2715.498535
	Iteration 6Q: 3 clusters Score -564783.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -564837.125000 Penalty: 2715.498535
	Iteration 7Q: 3 clusters Score -564837.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -564887.750000 Penalty: 2715.498535
	Iteration 8Q: 3 clusters Score -564887.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -564932.937500 Penalty: 2715.498535
	Iteration 9Q: 3 clusters Score -564932.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -564971.375000 Penalty: 2715.498535
	Iteration 10Q: 3 clusters Score -564971.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -565019.875000 Penalty: 2715.498535
	Iteration 11Q: 3 clusters Score -565019.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -565054.812500 Penalty: 2715.498535
	Iteration 12Q: 3 clusters Score -565054.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -565089.562500 Penalty: 2715.498535
	Iteration 13Q: 3 clusters Score -565089.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -565125.937500 Penalty: 2715.498535
	Iteration 14Q: 3 clusters Score -565125.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -565155.812500 Penalty: 2715.498535
	Iteration 15Q: 3 clusters Score -565155.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -565190.125000 Penalty: 2715.498535
	Iteration 16Q: 3 clusters Score -565190.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -565230.062500 Penalty: 2715.498535
	Iteration 17Q: 3 clusters Score -565230.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -565262.187500 Penalty: 2715.498535
	Iteration 18Q: 3 clusters Score -565262.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -565298.750000 Penalty: 2715.498535
	Iteration 19Q: 3 clusters Score -565298.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -565333.750000 Penalty: 2715.498535
	Iteration 20F: 3 clusters Score -565333.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -565368.187500 Penalty: 2715.498535
	Iteration 21Q: 3 clusters Score -565368.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -565401.625000 Penalty: 2715.498535
	Iteration 22Q: 3 clusters Score -565401.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -565432.687500 Penalty: 2715.498535
	Iteration 23Q: 3 clusters Score -565432.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -565459.875000 Penalty: 2715.498535
	Iteration 24Q: 3 clusters Score -565459.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -565494.000000 Penalty: 2715.498535
	Iteration 25Q: 3 clusters Score -565494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -565522.937500 Penalty: 2715.498535
	Iteration 26Q: 3 clusters Score -565522.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -565536.812500 Penalty: 2715.498535
	Iteration 27Q: 3 clusters Score -565536.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -565549.625000 Penalty: 2715.498535
	Iteration 28Q: 3 clusters Score -565549.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -565562.187500 Penalty: 2715.498535
	Iteration 29Q: 3 clusters Score -565562.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -565572.187500 Penalty: 2715.498535
	Iteration 30Q: 3 clusters Score -565572.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -565580.625000 Penalty: 2715.498535
	Iteration 31Q: 3 clusters Score -565580.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -565585.812500 Penalty: 2715.498535
	Iteration 32Q: 3 clusters Score -565585.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -565591.937500 Penalty: 2715.498535
	Iteration 33Q: 3 clusters Score -565591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -565594.625000 Penalty: 2715.498535
	Iteration 34Q: 3 clusters Score -565594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -565598.375000 Penalty: 2715.498535
	Iteration 35Q: 3 clusters Score -565598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -565599.937500 Penalty: 2715.498535
	Iteration 36Q: 3 clusters Score -565599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -565602.125000 Penalty: 2715.498535
	Iteration 37Q: 3 clusters Score -565602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -565604.687500 Penalty: 2715.498535
	Iteration 38Q: 3 clusters Score -565604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -565607.375000 Penalty: 2715.498535
	Iteration 39Q: 3 clusters Score -565607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -565607.375000 Penalty: 2715.498535
	Iteration 40F: 3 clusters Score -565607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -565608.187500 Penalty: 2715.498535
	Iteration 41Q: 3 clusters Score -565608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -565608.187500 Penalty: 2715.498535
	Iteration 42F: 3 clusters Score -565608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Entering Unmasked Estep 
Score: -9969361.000000 Penalty: 1825.158081
	Iteration 0F: 2 clusters Score -9969361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -9922557.000000 Penalty: 3650.316162
	Iteration 0F: 3 clusters Score -9922557 nChanged 35904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -9943396.000000 Penalty: 3650.316162
	Iteration 1F: 3 clusters Score -9943396 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -9944273.000000 Penalty: 3650.316162
	Iteration 2Q: 3 clusters Score -9944273 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -9945573.000000 Penalty: 3650.316162
	Iteration 3Q: 3 clusters Score -9945573 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -9947419.000000 Penalty: 3650.316162
	Iteration 4F: 3 clusters Score -9947419 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -9949793.000000 Penalty: 3650.316162
	Iteration 5F: 3 clusters Score -9949793 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -9952402.000000 Penalty: 3650.316162
	Iteration 6F: 3 clusters Score -9952402 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -9955029.000000 Penalty: 3650.316162
	Iteration 7F: 3 clusters Score -9955029 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -9957657.000000 Penalty: 3650.316162
	Iteration 8F: 3 clusters Score -9957657 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -9960319.000000 Penalty: 3650.316162
	Iteration 9F: 3 clusters Score -9960319 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -9962716.000000 Penalty: 3650.316162
	Iteration 10F: 3 clusters Score -9962716 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9964851.000000 Penalty: 3650.316162
	Iteration 11Q: 3 clusters Score -9964851 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -9966555.000000 Penalty: 3650.316162
	Iteration 12Q: 3 clusters Score -9966555 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -9967275.000000 Penalty: 3650.316162
	Iteration 13Q: 3 clusters Score -9967275 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -9967541.000000 Penalty: 3650.316162
	Iteration 14Q: 3 clusters Score -9967541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9967633.000000 Penalty: 3650.316162
	Iteration 15Q: 3 clusters Score -9967633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -9967695.000000 Penalty: 3650.316162
	Iteration 16Q: 3 clusters Score -9967695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -9967737.000000 Penalty: 3650.316162
	Iteration 17Q: 3 clusters Score -9967737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -9967753.000000 Penalty: 3650.316162
	Iteration 18Q: 3 clusters Score -9967753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -9967760.000000 Penalty: 3650.316162
	Iteration 19Q: 3 clusters Score -9967760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -9967762.000000 Penalty: 3650.316162
	Iteration 20F: 3 clusters Score -9967762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -9967768.000000 Penalty: 3650.316162
	Iteration 21Q: 3 clusters Score -9967768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -9967772.000000 Penalty: 3650.316162
	Iteration 22Q: 3 clusters Score -9967772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -9967772.000000 Penalty: 3650.316162
	Iteration 23F: 3 clusters Score -9967772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -54086.472656 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -54086.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53059.335938 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -53059.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53237.906250 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -53237.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53311.785156 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -53311.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53389.062500 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -53389.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53427.105469 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -53427.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53469.417969 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -53469.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53497.257812 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -53497.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53540.515625 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -53540.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53572.835938 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -53572.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53581.644531 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -53581.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53586.046875 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -53586.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53586.648438 Penalty: 2031.868774
	Iteration 11F: 3 clusters Score -53586.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53591.132812 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -53591.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53599.253906 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -53599.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53599.253906 Penalty: 2031.868774
	Iteration 14F: 3 clusters Score -53599.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Entering Unmasked Estep 
Score: -5423965.500000 Penalty: 1724.592529
	Iteration 0F: 2 clusters Score -5423966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -5396608.500000 Penalty: 3449.185059
	Iteration 0F: 3 clusters Score -5396608 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5407461.500000 Penalty: 3449.185059
	Iteration 1F: 3 clusters Score -5407462 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5407850.000000 Penalty: 3449.185059
	Iteration 2Q: 3 clusters Score -5407850 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -5408229.500000 Penalty: 3449.185059
	Iteration 3Q: 3 clusters Score -5408230 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5408525.500000 Penalty: 3449.185059
	Iteration 4Q: 3 clusters Score -5408526 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -5408899.000000 Penalty: 3449.185059
	Iteration 5Q: 3 clusters Score -5408899 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -5409422.500000 Penalty: 3449.185059
	Iteration 6Q: 3 clusters Score -5409422 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5410229.000000 Penalty: 3449.185059
	Iteration 7Q: 3 clusters Score -5410229 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -5411643.500000 Penalty: 3449.185059
	Iteration 8F: 3 clusters Score -5411644 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -5413840.000000 Penalty: 3449.185059
	Iteration 9F: 3 clusters Score -5413840 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5416719.000000 Penalty: 3449.185059
	Iteration 10F: 3 clusters Score -5416719 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5419477.000000 Penalty: 3449.185059
	Iteration 11F: 3 clusters Score -5419477 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5421228.000000 Penalty: 3449.185059
	Iteration 12Q: 3 clusters Score -5421228 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5421959.000000 Penalty: 3449.185059
	Iteration 13Q: 3 clusters Score -5421959 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5422263.500000 Penalty: 3449.185059
	Iteration 14Q: 3 clusters Score -5422264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5422375.000000 Penalty: 3449.185059
	Iteration 15Q: 3 clusters Score -5422375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5422421.500000 Penalty: 3449.185059
	Iteration 16Q: 3 clusters Score -5422422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5422455.500000 Penalty: 3449.185059
	Iteration 17Q: 3 clusters Score -5422456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422474.000000 Penalty: 3449.185059
	Iteration 18Q: 3 clusters Score -5422474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422477.000000 Penalty: 3449.185059
	Iteration 19Q: 3 clusters Score -5422477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422479.000000 Penalty: 3449.185059
	Iteration 20F: 3 clusters Score -5422479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422482.000000 Penalty: 3449.185059
	Iteration 21Q: 3 clusters Score -5422482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5422485.000000 Penalty: 3449.185059
	Iteration 22Q: 3 clusters Score -5422485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422481.500000 Penalty: 3449.185059
	Iteration 23Q: 3 clusters Score -5422482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422488.000000 Penalty: 3449.185059
	Iteration 24Q: 3 clusters Score -5422488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5422488.000000 Penalty: 3449.185059
	Iteration 25F: 3 clusters Score -5422488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Entering Unmasked Estep 
Score: -612469.750000 Penalty: 1376.833740
	Iteration 0F: 2 clusters Score -612469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -608674.875000 Penalty: 2753.667480
	Iteration 0F: 3 clusters Score -608674.9 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -609821.125000 Penalty: 2753.667480
	Iteration 1F: 3 clusters Score -609821.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -610095.375000 Penalty: 2753.667480
	Iteration 2F: 3 clusters Score -610095.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -610346.812500 Penalty: 2753.667480
	Iteration 3F: 3 clusters Score -610346.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -610562.687500 Penalty: 2753.667480
	Iteration 4F: 3 clusters Score -610562.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -610717.937500 Penalty: 2753.667480
	Iteration 5Q: 3 clusters Score -610717.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -610821.250000 Penalty: 2753.667480
	Iteration 6Q: 3 clusters Score -610821.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -610906.937500 Penalty: 2753.667480
	Iteration 7Q: 3 clusters Score -610906.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -610973.312500 Penalty: 2753.667480
	Iteration 8Q: 3 clusters Score -610973.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -611022.437500 Penalty: 2753.667480
	Iteration 9Q: 3 clusters Score -611022.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -611049.937500 Penalty: 2753.667480
	Iteration 10Q: 3 clusters Score -611049.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -611065.437500 Penalty: 2753.667480
	Iteration 11Q: 3 clusters Score -611065.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -611081.062500 Penalty: 2753.667480
	Iteration 12Q: 3 clusters Score -611081.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -611091.937500 Penalty: 2753.667480
	Iteration 13Q: 3 clusters Score -611091.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -611097.187500 Penalty: 2753.667480
	Iteration 14Q: 3 clusters Score -611097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -611101.375000 Penalty: 2753.667480
	Iteration 15Q: 3 clusters Score -611101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -611104.750000 Penalty: 2753.667480
	Iteration 16Q: 3 clusters Score -611104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -611107.000000 Penalty: 2753.667480
	Iteration 17Q: 3 clusters Score -611107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -611112.375000 Penalty: 2753.667480
	Iteration 18Q: 3 clusters Score -611112.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -611116.125000 Penalty: 2753.667480
	Iteration 19Q: 3 clusters Score -611116.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -611118.000000 Penalty: 2753.667480
	Iteration 20F: 3 clusters Score -611118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -611119.437500 Penalty: 2753.667480
	Iteration 21Q: 3 clusters Score -611119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -611120.250000 Penalty: 2753.667480
	Iteration 22Q: 3 clusters Score -611120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -611120.062500 Penalty: 2753.667480
	Iteration 23Q: 3 clusters Score -611120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -611119.812500 Penalty: 2753.667480
	Iteration 24Q: 3 clusters Score -611119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -611121.500000 Penalty: 2753.667480
	Iteration 25Q: 3 clusters Score -611121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -611122.625000 Penalty: 2753.667480
	Iteration 26Q: 3 clusters Score -611122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -611123.687500 Penalty: 2753.667480
	Iteration 27Q: 3 clusters Score -611123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -611125.562500 Penalty: 2753.667480
	Iteration 28Q: 3 clusters Score -611125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -611127.250000 Penalty: 2753.667480
	Iteration 29Q: 3 clusters Score -611127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -611128.750000 Penalty: 2753.667480
	Iteration 30Q: 3 clusters Score -611128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -611129.125000 Penalty: 2753.667480
	Iteration 31Q: 3 clusters Score -611129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -611129.875000 Penalty: 2753.667480
	Iteration 32Q: 3 clusters Score -611129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -611128.750000 Penalty: 2753.667480
	Iteration 33Q: 3 clusters Score -611128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -611129.312500 Penalty: 2753.667480
	Iteration 34Q: 3 clusters Score -611129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -611129.312500 Penalty: 2753.667480
	Iteration 35F: 3 clusters Score -611129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Entering Unmasked Estep 
Score: -4342871.000000 Penalty: 1687.816284
	Iteration 0F: 2 clusters Score -4342871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4321100.500000 Penalty: 3375.632568
	Iteration 0F: 3 clusters Score -4321100 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4329599.000000 Penalty: 3375.632568
	Iteration 1F: 3 clusters Score -4329599 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4329921.000000 Penalty: 3375.632568
	Iteration 2Q: 3 clusters Score -4329921 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4330228.000000 Penalty: 3375.632568
	Iteration 3Q: 3 clusters Score -4330228 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4330635.000000 Penalty: 3375.632568
	Iteration 4Q: 3 clusters Score -4330635 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4331139.000000 Penalty: 3375.632568
	Iteration 5Q: 3 clusters Score -4331139 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4331861.500000 Penalty: 3375.632568
	Iteration 6Q: 3 clusters Score -4331862 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4332979.000000 Penalty: 3375.632568
	Iteration 7F: 3 clusters Score -4332979 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4334548.000000 Penalty: 3375.632568
	Iteration 8F: 3 clusters Score -4334548 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4336190.500000 Penalty: 3375.632568
	Iteration 9F: 3 clusters Score -4336190 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4337447.500000 Penalty: 3375.632568
	Iteration 10F: 3 clusters Score -4337448 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4338215.000000 Penalty: 3375.632568
	Iteration 11Q: 3 clusters Score -4338215 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4338642.500000 Penalty: 3375.632568
	Iteration 12Q: 3 clusters Score -4338642 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4338893.500000 Penalty: 3375.632568
	Iteration 13Q: 3 clusters Score -4338894 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4339075.000000 Penalty: 3375.632568
	Iteration 14Q: 3 clusters Score -4339075 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4339231.000000 Penalty: 3375.632568
	Iteration 15Q: 3 clusters Score -4339231 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4339343.500000 Penalty: 3375.632568
	Iteration 16Q: 3 clusters Score -4339344 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -4339436.500000 Penalty: 3375.632568
	Iteration 17Q: 3 clusters Score -4339436 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -4339503.000000 Penalty: 3375.632568
	Iteration 18Q: 3 clusters Score -4339503 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4339572.500000 Penalty: 3375.632568
	Iteration 19Q: 3 clusters Score -4339572 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4339634.500000 Penalty: 3375.632568
	Iteration 20F: 3 clusters Score -4339634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -4339702.500000 Penalty: 3375.632568
	Iteration 21Q: 3 clusters Score -4339702 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -4339725.500000 Penalty: 3375.632568
	Iteration 22Q: 3 clusters Score -4339726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4339758.000000 Penalty: 3375.632568
	Iteration 23Q: 3 clusters Score -4339758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4339798.500000 Penalty: 3375.632568
	Iteration 24Q: 3 clusters Score -4339798 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4339815.000000 Penalty: 3375.632568
	Iteration 25Q: 3 clusters Score -4339815 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4339839.000000 Penalty: 3375.632568
	Iteration 26Q: 3 clusters Score -4339839 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4339851.500000 Penalty: 3375.632568
	Iteration 27Q: 3 clusters Score -4339852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4339867.000000 Penalty: 3375.632568
	Iteration 28Q: 3 clusters Score -4339867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -4339887.500000 Penalty: 3375.632568
	Iteration 29Q: 3 clusters Score -4339888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4339912.500000 Penalty: 3375.632568
	Iteration 30Q: 3 clusters Score -4339912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4339928.500000 Penalty: 3375.632568
	Iteration 31Q: 3 clusters Score -4339928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4339947.000000 Penalty: 3375.632568
	Iteration 32Q: 3 clusters Score -4339947 nChanged 104
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Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4339998 nChanged 95
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Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4340016 nChanged 89
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Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 6492 members 
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	Iteration 36Q: 3 clusters Score -4340022 nChanged 108
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Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 6420 members 
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	Iteration 37Q: 3 clusters Score -4340044 nChanged 76
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Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4340045 nChanged 60
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Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 6352 members 
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	Iteration 39Q: 3 clusters Score -4340056 nChanged 63
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Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4340056 nChanged 61
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Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26206 members 
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Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4340142 nChanged 108
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Mstep: Class 1 contains 26691 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4340138 nChanged 113
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Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4340138 nChanged 121
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Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4340154 nChanged 123
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Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27133 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4340194 nChanged 122
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Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27383 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4340252 nChanged 136
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Mstep: Class 1 contains 27517 members 
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	Iteration 56Q: 3 clusters Score -4340293 nChanged 135
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Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4340319 nChanged 118
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Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 4669 members 
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	Iteration 58Q: 3 clusters Score -4340334 nChanged 114
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Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4340368 nChanged 113
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Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4340388 nChanged 115
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Mstep: Class 1 contains 28066 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28178 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28304 members 
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Mstep: Class 1 contains 28429 members 
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Mstep: Class 1 contains 28580 members 
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Mstep: Class 1 contains 28833 members 
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Mstep: Class 1 contains 28946 members 
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Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 3362 members 
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Mstep: Class 1 contains 29181 members 
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Mstep: Class 1 contains 29299 members 
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Mstep: Class 1 contains 29403 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4340688 nChanged 105
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4340714 nChanged 101
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Mstep: Class 1 contains 29605 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4340742 nChanged 89
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Mstep: Class 1 contains 29690 members 
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	Iteration 75Q: 3 clusters Score -4340761 nChanged 85
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Mstep: Class 1 contains 29767 members 
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Mstep: Class 1 contains 29847 members 
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	Iteration 77Q: 3 clusters Score -4340788 nChanged 78
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Mstep: Class 1 contains 29921 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4340817 nChanged 88
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Mstep: Class 1 contains 30009 members 
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	Iteration 79Q: 3 clusters Score -4340830 nChanged 79
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Mstep: Class 1 contains 30078 members 
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	Iteration 80F: 3 clusters Score -4340854 nChanged 75
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Mstep: Class 1 contains 30149 members 
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	Iteration 81Q: 3 clusters Score -4340871 nChanged 74
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Mstep: Class 1 contains 30217 members 
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	Iteration 82Q: 3 clusters Score -4340890 nChanged 81
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Mstep: Class 1 contains 30290 members 
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	Iteration 83Q: 3 clusters Score -4340908 nChanged 91
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Mstep: Class 1 contains 30377 members 
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	Iteration 84Q: 3 clusters Score -4340934 nChanged 97
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Mstep: Class 1 contains 30468 members 
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	Iteration 85Q: 3 clusters Score -4340966 nChanged 93
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Mstep: Class 1 contains 30559 members 
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	Iteration 86Q: 3 clusters Score -4340982 nChanged 93
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Mstep: Class 1 contains 30646 members 
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	Iteration 87Q: 3 clusters Score -4341006 nChanged 91
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Mstep: Class 1 contains 30729 members 
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Mstep: Class 1 contains 30813 members 
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	Iteration 89Q: 3 clusters Score -4341066 nChanged 83
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Mstep: Class 1 contains 30886 members 
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Mstep: Class 1 contains 30948 members 
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	Iteration 91Q: 3 clusters Score -4341094 nChanged 74
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	Iteration 95Q: 3 clusters Score -4341210 nChanged 66
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Mstep: Class 1 contains 31307 members 
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Mstep: Class 1 contains 31370 members 
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Mstep: Class 1 contains 31418 members 
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	Iteration 99Q: 3 clusters Score -4341302 nChanged 45
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Mstep: Class 1 contains 31513 members 
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	Iteration 100F: 3 clusters Score -4341312 nChanged 37
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	Iteration 101Q: 3 clusters Score -4341334 nChanged 36
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	Iteration 103Q: 3 clusters Score -4341363 nChanged 33
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	Iteration 104Q: 3 clusters Score -4341377 nChanged 26
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	Iteration 105Q: 3 clusters Score -4341377 nChanged 23
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	Iteration 107Q: 3 clusters Score -4341390 nChanged 8
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	Iteration 108Q: 3 clusters Score -4341392 nChanged 9
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	Iteration 109Q: 3 clusters Score -4341396 nChanged 14
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	Iteration 110Q: 3 clusters Score -4341398 nChanged 11
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	Iteration 111Q: 3 clusters Score -4341400 nChanged 7
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	Iteration 113Q: 3 clusters Score -4341401 nChanged 9
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	Iteration 114Q: 3 clusters Score -4341406 nChanged 12
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	Iteration 115Q: 3 clusters Score -4341410 nChanged 7
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	Iteration 116Q: 3 clusters Score -4341414 nChanged 8
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	Iteration 117Q: 3 clusters Score -4341420 nChanged 9
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	Iteration 118Q: 3 clusters Score -4341429 nChanged 11
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	Iteration 119Q: 3 clusters Score -4341428 nChanged 5
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	Iteration 120F: 3 clusters Score -4341430 nChanged 4
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	Iteration 121Q: 3 clusters Score -4341432 nChanged 6
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	Iteration 122Q: 3 clusters Score -4341434 nChanged 5
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	Iteration 123Q: 3 clusters Score -4341434 nChanged 4
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	Iteration 124Q: 3 clusters Score -4341436 nChanged 2
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	Iteration 125Q: 3 clusters Score -4341435 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4341433.500000 Penalty: 3375.632568
	Iteration 126Q: 3 clusters Score -4341434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4341437.000000 Penalty: 3375.632568
	Iteration 127Q: 3 clusters Score -4341437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4341438.000000 Penalty: 3375.632568
	Iteration 128Q: 3 clusters Score -4341438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4341438.000000 Penalty: 3375.632568
	Iteration 129F: 3 clusters Score -4341438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Entering Unmasked Estep 
Score: -8142475.500000 Penalty: 1797.672363
	Iteration 0F: 2 clusters Score -8142476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -8099904.000000 Penalty: 3595.344727
	Iteration 0F: 3 clusters Score -8099904 nChanged 30277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -8117071.000000 Penalty: 3595.344727
	Iteration 1F: 3 clusters Score -8117071 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -8117788.000000 Penalty: 3595.344727
	Iteration 2Q: 3 clusters Score -8117788 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -8118831.000000 Penalty: 3595.344727
	Iteration 3Q: 3 clusters Score -8118831 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -8120251.500000 Penalty: 3595.344727
	Iteration 4F: 3 clusters Score -8120252 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -8122200.000000 Penalty: 3595.344727
	Iteration 5F: 3 clusters Score -8122200 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -8124485.000000 Penalty: 3595.344727
	Iteration 6F: 3 clusters Score -8124485 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -8126852.500000 Penalty: 3595.344727
	Iteration 7F: 3 clusters Score -8126852 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8129044.000000 Penalty: 3595.344727
	Iteration 8F: 3 clusters Score -8129044 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -8131111.500000 Penalty: 3595.344727
	Iteration 9Q: 3 clusters Score -8131112 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -8133041.500000 Penalty: 3595.344727
	Iteration 10Q: 3 clusters Score -8133042 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -8134786.500000 Penalty: 3595.344727
	Iteration 11Q: 3 clusters Score -8134786 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -8136084.000000 Penalty: 3595.344727
	Iteration 12Q: 3 clusters Score -8136084 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -8137120.500000 Penalty: 3595.344727
	Iteration 13Q: 3 clusters Score -8137120 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -8137884.500000 Penalty: 3595.344727
	Iteration 14Q: 3 clusters Score -8137884 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -8138536.500000 Penalty: 3595.344727
	Iteration 15Q: 3 clusters Score -8138536 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -8139065.500000 Penalty: 3595.344727
	Iteration 16Q: 3 clusters Score -8139066 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -8139404.000000 Penalty: 3595.344727
	Iteration 17Q: 3 clusters Score -8139404 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -8139727.000000 Penalty: 3595.344727
	Iteration 18Q: 3 clusters Score -8139727 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -8139987.500000 Penalty: 3595.344727
	Iteration 19Q: 3 clusters Score -8139988 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -8140152.000000 Penalty: 3595.344727
	Iteration 20F: 3 clusters Score -8140152 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -8140327.500000 Penalty: 3595.344727
	Iteration 21Q: 3 clusters Score -8140328 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -8140486.000000 Penalty: 3595.344727
	Iteration 22Q: 3 clusters Score -8140486 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -8140600.500000 Penalty: 3595.344727
	Iteration 23Q: 3 clusters Score -8140600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -8140683.000000 Penalty: 3595.344727
	Iteration 24Q: 3 clusters Score -8140683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -8140760.000000 Penalty: 3595.344727
	Iteration 25Q: 3 clusters Score -8140760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -8140791.000000 Penalty: 3595.344727
	Iteration 26Q: 3 clusters Score -8140791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -8140834.500000 Penalty: 3595.344727
	Iteration 27Q: 3 clusters Score -8140834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -8140859.500000 Penalty: 3595.344727
	Iteration 28Q: 3 clusters Score -8140860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -8140870.500000 Penalty: 3595.344727
	Iteration 29Q: 3 clusters Score -8140870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -8140882.500000 Penalty: 3595.344727
	Iteration 30Q: 3 clusters Score -8140882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -8140902.500000 Penalty: 3595.344727
	Iteration 31Q: 3 clusters Score -8140902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -8140917.500000 Penalty: 3595.344727
	Iteration 32Q: 3 clusters Score -8140918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -8140926.500000 Penalty: 3595.344727
	Iteration 33Q: 3 clusters Score -8140926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -8140936.500000 Penalty: 3595.344727
	Iteration 34Q: 3 clusters Score -8140936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8140949.000000 Penalty: 3595.344727
	Iteration 35Q: 3 clusters Score -8140949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -8140954.500000 Penalty: 3595.344727
	Iteration 36Q: 3 clusters Score -8140954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -8140969.000000 Penalty: 3595.344727
	Iteration 37Q: 3 clusters Score -8140969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -8140976.500000 Penalty: 3595.344727
	Iteration 38Q: 3 clusters Score -8140976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -8140990.500000 Penalty: 3595.344727
	Iteration 39Q: 3 clusters Score -8140990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -8140988.500000 Penalty: 3595.344727
	Iteration 40F: 3 clusters Score -8140988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -8140988.500000 Penalty: 3595.344727
	Iteration 41Q: 3 clusters Score -8140988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -8141000.500000 Penalty: 3595.344727
	Iteration 42Q: 3 clusters Score -8141000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -8141003.000000 Penalty: 3595.344727
	Iteration 43Q: 3 clusters Score -8141003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -8141011.000000 Penalty: 3595.344727
	Iteration 44Q: 3 clusters Score -8141011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -8141016.000000 Penalty: 3595.344727
	Iteration 45Q: 3 clusters Score -8141016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -8141019.000000 Penalty: 3595.344727
	Iteration 46Q: 3 clusters Score -8141019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8141026.000000 Penalty: 3595.344727
	Iteration 47Q: 3 clusters Score -8141026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -8141023.500000 Penalty: 3595.344727
	Iteration 48Q: 3 clusters Score -8141024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -8141040.500000 Penalty: 3595.344727
	Iteration 49Q: 3 clusters Score -8141040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -8141032.500000 Penalty: 3595.344727
	Iteration 50Q: 3 clusters Score -8141032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -8141036.500000 Penalty: 3595.344727
	Iteration 51Q: 3 clusters Score -8141036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -8141033.000000 Penalty: 3595.344727
	Iteration 52Q: 3 clusters Score -8141033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -8141033.000000 Penalty: 3595.344727
	Iteration 53F: 3 clusters Score -8141033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Entering Unmasked Estep 
Score: -9808090.000000 Penalty: 1821.472168
	Iteration 0F: 2 clusters Score -9808090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9761198.000000 Penalty: 3642.944336
	Iteration 0F: 3 clusters Score -9761198 nChanged 35094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -9781149.000000 Penalty: 3642.944336
	Iteration 1F: 3 clusters Score -9781149 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -9781840.000000 Penalty: 3642.944336
	Iteration 2Q: 3 clusters Score -9781840 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -9782532.000000 Penalty: 3642.944336
	Iteration 3Q: 3 clusters Score -9782532 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -9783469.000000 Penalty: 3642.944336
	Iteration 4Q: 3 clusters Score -9783469 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -9784611.000000 Penalty: 3642.944336
	Iteration 5Q: 3 clusters Score -9784611 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -9786104.000000 Penalty: 3642.944336
	Iteration 6Q: 3 clusters Score -9786104 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -9788123.000000 Penalty: 3642.944336
	Iteration 7F: 3 clusters Score -9788123 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -9790660.000000 Penalty: 3642.944336
	Iteration 8F: 3 clusters Score -9790660 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -9793715.000000 Penalty: 3642.944336
	Iteration 9F: 3 clusters Score -9793715 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9796563.000000 Penalty: 3642.944336
	Iteration 10F: 3 clusters Score -9796563 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -9798927.000000 Penalty: 3642.944336
	Iteration 11Q: 3 clusters Score -9798927 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -9800462.000000 Penalty: 3642.944336
	Iteration 12Q: 3 clusters Score -9800462 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -9801460.000000 Penalty: 3642.944336
	Iteration 13Q: 3 clusters Score -9801460 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -9802270.000000 Penalty: 3642.944336
	Iteration 14Q: 3 clusters Score -9802270 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -9802798.000000 Penalty: 3642.944336
	Iteration 15Q: 3 clusters Score -9802798 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -9803451.000000 Penalty: 3642.944336
	Iteration 16Q: 3 clusters Score -9803451 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -9803989.000000 Penalty: 3642.944336
	Iteration 17Q: 3 clusters Score -9803989 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9804522.000000 Penalty: 3642.944336
	Iteration 18Q: 3 clusters Score -9804522 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9804945.000000 Penalty: 3642.944336
	Iteration 19Q: 3 clusters Score -9804945 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9805253.000000 Penalty: 3642.944336
	Iteration 20F: 3 clusters Score -9805253 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9805570.000000 Penalty: 3642.944336
	Iteration 21Q: 3 clusters Score -9805570 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9805801.000000 Penalty: 3642.944336
	Iteration 22Q: 3 clusters Score -9805801 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9806034.000000 Penalty: 3642.944336
	Iteration 23Q: 3 clusters Score -9806034 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9806205.000000 Penalty: 3642.944336
	Iteration 24Q: 3 clusters Score -9806205 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9806300.000000 Penalty: 3642.944336
	Iteration 25Q: 3 clusters Score -9806300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9806346.000000 Penalty: 3642.944336
	Iteration 26Q: 3 clusters Score -9806346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9806428.000000 Penalty: 3642.944336
	Iteration 27Q: 3 clusters Score -9806428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9806465.000000 Penalty: 3642.944336
	Iteration 28Q: 3 clusters Score -9806465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9806478.000000 Penalty: 3642.944336
	Iteration 29Q: 3 clusters Score -9806478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9806498.000000 Penalty: 3642.944336
	Iteration 30Q: 3 clusters Score -9806498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9806526.000000 Penalty: 3642.944336
	Iteration 31Q: 3 clusters Score -9806526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9806534.000000 Penalty: 3642.944336
	Iteration 32Q: 3 clusters Score -9806534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9806541.000000 Penalty: 3642.944336
	Iteration 33Q: 3 clusters Score -9806541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9806561.000000 Penalty: 3642.944336
	Iteration 34Q: 3 clusters Score -9806561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9806559.000000 Penalty: 3642.944336
	Iteration 35Q: 3 clusters Score -9806559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9806563.000000 Penalty: 3642.944336
	Iteration 36Q: 3 clusters Score -9806563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9806580.000000 Penalty: 3642.944336
	Iteration 37Q: 3 clusters Score -9806580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9806588.000000 Penalty: 3642.944336
	Iteration 38Q: 3 clusters Score -9806588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9806596.000000 Penalty: 3642.944336
	Iteration 39Q: 3 clusters Score -9806596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9806592.000000 Penalty: 3642.944336
	Iteration 40F: 3 clusters Score -9806592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9806584.000000 Penalty: 3642.944336
	Iteration 41Q: 3 clusters Score -9806584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9806585.000000 Penalty: 3642.944336
	Iteration 42Q: 3 clusters Score -9806585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9806586.000000 Penalty: 3642.944336
	Iteration 43Q: 3 clusters Score -9806586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9806583.000000 Penalty: 3642.944336
	Iteration 44Q: 3 clusters Score -9806583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9806588.000000 Penalty: 3642.944336
	Iteration 45Q: 3 clusters Score -9806588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9806593.000000 Penalty: 3642.944336
	Iteration 46Q: 3 clusters Score -9806593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9806595.000000 Penalty: 3642.944336
	Iteration 47Q: 3 clusters Score -9806595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9806597.000000 Penalty: 3642.944336
	Iteration 48Q: 3 clusters Score -9806597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9806597.000000 Penalty: 3642.944336
	Iteration 49Q: 3 clusters Score -9806597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9806600.000000 Penalty: 3642.944336
	Iteration 50Q: 3 clusters Score -9806600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9806600.000000 Penalty: 3642.944336
	Iteration 51F: 3 clusters Score -9806600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -398021.312500 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -398021.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -395187.125000 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -395187.1 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -396069.187500 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -396069.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -396283.437500 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -396283.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -396443.906250 Penalty: 2640.348877
	Iteration 3F: 3 clusters Score -396443.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -396551.656250 Penalty: 2640.348877
	Iteration 4Q: 3 clusters Score -396551.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -396631.031250 Penalty: 2640.348877
	Iteration 5Q: 3 clusters Score -396631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -396699.750000 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -396699.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -396762.218750 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -396762.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -396819.593750 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -396819.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -396861.187500 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -396861.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -396895.593750 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -396895.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -396920.218750 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -396920.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -396937.562500 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -396937.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -396956.593750 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -396956.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -396978.531250 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -396978.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -396990.312500 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -396990.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -396998.875000 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -396998.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -397008.187500 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -397008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -397013.937500 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -397013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -397015.843750 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -397015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -397020.156250 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -397020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -397023.656250 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -397023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -397024.468750 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -397024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -397026.781250 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -397026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -397029.968750 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -397030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -397032.625000 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -397032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -397035.781250 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -397035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -397040.031250 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -397040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -397044.062500 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -397044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -397047.125000 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -397047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -397050.218750 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -397050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -397054.625000 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -397054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -397056.625000 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -397056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -397056.843750 Penalty: 2640.348877
	Iteration 33Q: 3 clusters Score -397056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -397057.343750 Penalty: 2640.348877
	Iteration 34Q: 3 clusters Score -397057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -397057.968750 Penalty: 2640.348877
	Iteration 35Q: 3 clusters Score -397058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -397057.968750 Penalty: 2640.348877
	Iteration 36F: 3 clusters Score -397058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Entering Unmasked Estep 
Score: -858715.875000 Penalty: 1435.248047
	Iteration 0F: 2 clusters Score -858715.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -853557.812500 Penalty: 2870.496094
	Iteration 0F: 3 clusters Score -853557.8 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -855123.000000 Penalty: 2870.496094
	Iteration 1F: 3 clusters Score -855123 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -855405.875000 Penalty: 2870.496094
	Iteration 2F: 3 clusters Score -855405.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -855602.625000 Penalty: 2870.496094
	Iteration 3F: 3 clusters Score -855602.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -855728.250000 Penalty: 2870.496094
	Iteration 4Q: 3 clusters Score -855728.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -855835.312500 Penalty: 2870.496094
	Iteration 5Q: 3 clusters Score -855835.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -855942.562500 Penalty: 2870.496094
	Iteration 6Q: 3 clusters Score -855942.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -856059.375000 Penalty: 2870.496094
	Iteration 7Q: 3 clusters Score -856059.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -856163.437500 Penalty: 2870.496094
	Iteration 8Q: 3 clusters Score -856163.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -856263.000000 Penalty: 2870.496094
	Iteration 9Q: 3 clusters Score -856263 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -856378.312500 Penalty: 2870.496094
	Iteration 10Q: 3 clusters Score -856378.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -856507.187500 Penalty: 2870.496094
	Iteration 11Q: 3 clusters Score -856507.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -856670.125000 Penalty: 2870.496094
	Iteration 12Q: 3 clusters Score -856670.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -856854.875000 Penalty: 2870.496094
	Iteration 13Q: 3 clusters Score -856854.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -857019.875000 Penalty: 2870.496094
	Iteration 14Q: 3 clusters Score -857019.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -857138.500000 Penalty: 2870.496094
	Iteration 15Q: 3 clusters Score -857138.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -857218.937500 Penalty: 2870.496094
	Iteration 16Q: 3 clusters Score -857218.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -857271.687500 Penalty: 2870.496094
	Iteration 17Q: 3 clusters Score -857271.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -857311.062500 Penalty: 2870.496094
	Iteration 18Q: 3 clusters Score -857311.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -857364.312500 Penalty: 2870.496094
	Iteration 19Q: 3 clusters Score -857364.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -857395.750000 Penalty: 2870.496094
	Iteration 20F: 3 clusters Score -857395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -857415.750000 Penalty: 2870.496094
	Iteration 21Q: 3 clusters Score -857415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -857425.625000 Penalty: 2870.496094
	Iteration 22Q: 3 clusters Score -857425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -857431.812500 Penalty: 2870.496094
	Iteration 23Q: 3 clusters Score -857431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -857437.250000 Penalty: 2870.496094
	Iteration 24Q: 3 clusters Score -857437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -857442.375000 Penalty: 2870.496094
	Iteration 25Q: 3 clusters Score -857442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -857445.000000 Penalty: 2870.496094
	Iteration 26Q: 3 clusters Score -857445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -857449.312500 Penalty: 2870.496094
	Iteration 27Q: 3 clusters Score -857449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -857455.312500 Penalty: 2870.496094
	Iteration 28Q: 3 clusters Score -857455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -857457.062500 Penalty: 2870.496094
	Iteration 29Q: 3 clusters Score -857457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -857458.437500 Penalty: 2870.496094
	Iteration 30Q: 3 clusters Score -857458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -857458.437500 Penalty: 2870.496094
	Iteration 31F: 3 clusters Score -857458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Entering Unmasked Estep 
Score: -3160893.750000 Penalty: 1641.363403
	Iteration 0F: 2 clusters Score -3160894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3144329.250000 Penalty: 3282.726807
	Iteration 0F: 3 clusters Score -3144329 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3150428.000000 Penalty: 3282.726807
	Iteration 1F: 3 clusters Score -3150428 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3150785.000000 Penalty: 3282.726807
	Iteration 2Q: 3 clusters Score -3150785 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3151091.250000 Penalty: 3282.726807
	Iteration 3Q: 3 clusters Score -3151091 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3151453.500000 Penalty: 3282.726807
	Iteration 4Q: 3 clusters Score -3151454 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3151868.000000 Penalty: 3282.726807
	Iteration 5Q: 3 clusters Score -3151868 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3152376.250000 Penalty: 3282.726807
	Iteration 6Q: 3 clusters Score -3152376 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3152991.500000 Penalty: 3282.726807
	Iteration 7F: 3 clusters Score -3152992 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3153742.000000 Penalty: 3282.726807
	Iteration 8F: 3 clusters Score -3153742 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3154657.750000 Penalty: 3282.726807
	Iteration 9F: 3 clusters Score -3154658 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3155679.250000 Penalty: 3282.726807
	Iteration 10F: 3 clusters Score -3155679 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3156781.500000 Penalty: 3282.726807
	Iteration 11F: 3 clusters Score -3156782 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3157767.750000 Penalty: 3282.726807
	Iteration 12Q: 3 clusters Score -3157768 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3158505.750000 Penalty: 3282.726807
	Iteration 13Q: 3 clusters Score -3158506 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3158976.500000 Penalty: 3282.726807
	Iteration 14Q: 3 clusters Score -3158976 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3159201.250000 Penalty: 3282.726807
	Iteration 15Q: 3 clusters Score -3159201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3159290.750000 Penalty: 3282.726807
	Iteration 16Q: 3 clusters Score -3159291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3159346.750000 Penalty: 3282.726807
	Iteration 17Q: 3 clusters Score -3159347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3159372.000000 Penalty: 3282.726807
	Iteration 18Q: 3 clusters Score -3159372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3159394.500000 Penalty: 3282.726807
	Iteration 19Q: 3 clusters Score -3159394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3159412.500000 Penalty: 3282.726807
	Iteration 20F: 3 clusters Score -3159412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3159420.750000 Penalty: 3282.726807
	Iteration 21Q: 3 clusters Score -3159421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3159419.000000 Penalty: 3282.726807
	Iteration 22Q: 3 clusters Score -3159419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3159419.000000 Penalty: 3282.726807
	Iteration 23F: 3 clusters Score -3159419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -260748.796875 Penalty: 1253.997192
	Iteration 0F: 2 clusters Score -260748.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258512.125000 Penalty: 2507.994385
	Iteration 0F: 3 clusters Score -258512.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -259139.468750 Penalty: 2507.994385
	Iteration 1F: 3 clusters Score -259139.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259330.218750 Penalty: 2507.994385
	Iteration 2F: 3 clusters Score -259330.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259452.218750 Penalty: 2507.994385
	Iteration 3F: 3 clusters Score -259452.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -259563.734375 Penalty: 2507.994385
	Iteration 4Q: 3 clusters Score -259563.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259648.578125 Penalty: 2507.994385
	Iteration 5Q: 3 clusters Score -259648.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -259704.875000 Penalty: 2507.994385
	Iteration 6Q: 3 clusters Score -259704.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -259745.609375 Penalty: 2507.994385
	Iteration 7Q: 3 clusters Score -259745.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -259774.234375 Penalty: 2507.994385
	Iteration 8Q: 3 clusters Score -259774.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -259792.593750 Penalty: 2507.994385
	Iteration 9Q: 3 clusters Score -259792.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259808.296875 Penalty: 2507.994385
	Iteration 10Q: 3 clusters Score -259808.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -259822.531250 Penalty: 2507.994385
	Iteration 11Q: 3 clusters Score -259822.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259837.718750 Penalty: 2507.994385
	Iteration 12Q: 3 clusters Score -259837.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259853.125000 Penalty: 2507.994385
	Iteration 13Q: 3 clusters Score -259853.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -259867.234375 Penalty: 2507.994385
	Iteration 14Q: 3 clusters Score -259867.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259884.593750 Penalty: 2507.994385
	Iteration 15Q: 3 clusters Score -259884.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -259897.906250 Penalty: 2507.994385
	Iteration 16Q: 3 clusters Score -259897.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -259905.484375 Penalty: 2507.994385
	Iteration 17Q: 3 clusters Score -259905.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -259913.156250 Penalty: 2507.994385
	Iteration 18Q: 3 clusters Score -259913.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -259926.312500 Penalty: 2507.994385
	Iteration 19Q: 3 clusters Score -259926.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -259941.671875 Penalty: 2507.994385
	Iteration 20F: 3 clusters Score -259941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -259963.031250 Penalty: 2507.994385
	Iteration 21Q: 3 clusters Score -259963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -259994.984375 Penalty: 2507.994385
	Iteration 22Q: 3 clusters Score -259995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260038.859375 Penalty: 2507.994385
	Iteration 23Q: 3 clusters Score -260038.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -260070.906250 Penalty: 2507.994385
	Iteration 24Q: 3 clusters Score -260070.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -260089.859375 Penalty: 2507.994385
	Iteration 25Q: 3 clusters Score -260089.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -260111.359375 Penalty: 2507.994385
	Iteration 26Q: 3 clusters Score -260111.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -260131.218750 Penalty: 2507.994385
	Iteration 27Q: 3 clusters Score -260131.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -260141.796875 Penalty: 2507.994385
	Iteration 28Q: 3 clusters Score -260141.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -260152.875000 Penalty: 2507.994385
	Iteration 29Q: 3 clusters Score -260152.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -260156.312500 Penalty: 2507.994385
	Iteration 30Q: 3 clusters Score -260156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -260156.890625 Penalty: 2507.994385
	Iteration 31Q: 3 clusters Score -260156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -260159.906250 Penalty: 2507.994385
	Iteration 32Q: 3 clusters Score -260159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -260162.812500 Penalty: 2507.994385
	Iteration 33Q: 3 clusters Score -260162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -260165.609375 Penalty: 2507.994385
	Iteration 34Q: 3 clusters Score -260165.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260169.000000 Penalty: 2507.994385
	Iteration 35Q: 3 clusters Score -260169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -260175.031250 Penalty: 2507.994385
	Iteration 36Q: 3 clusters Score -260175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260180.687500 Penalty: 2507.994385
	Iteration 37Q: 3 clusters Score -260180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -260188.718750 Penalty: 2507.994385
	Iteration 38Q: 3 clusters Score -260188.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -260195.031250 Penalty: 2507.994385
	Iteration 39Q: 3 clusters Score -260195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260202.296875 Penalty: 2507.994385
	Iteration 40F: 3 clusters Score -260202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -260207.156250 Penalty: 2507.994385
	Iteration 41Q: 3 clusters Score -260207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -260209.515625 Penalty: 2507.994385
	Iteration 42Q: 3 clusters Score -260209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -260210.390625 Penalty: 2507.994385
	Iteration 43Q: 3 clusters Score -260210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -260210.531250 Penalty: 2507.994385
	Iteration 44Q: 3 clusters Score -260210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -260211.093750 Penalty: 2507.994385
	Iteration 45Q: 3 clusters Score -260211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -260211.093750 Penalty: 2507.994385
	Iteration 46F: 3 clusters Score -260211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -944116.625000 Penalty: 1438.278931
	Iteration 0F: 2 clusters Score -944116.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -938926.625000 Penalty: 2876.557861
	Iteration 0F: 3 clusters Score -938926.6 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -940519.437500 Penalty: 2876.557861
	Iteration 1F: 3 clusters Score -940519.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -940699.062500 Penalty: 2876.557861
	Iteration 2F: 3 clusters Score -940699.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -940817.187500 Penalty: 2876.557861
	Iteration 3Q: 3 clusters Score -940817.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -940905.750000 Penalty: 2876.557861
	Iteration 4Q: 3 clusters Score -940905.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -940979.687500 Penalty: 2876.557861
	Iteration 5Q: 3 clusters Score -940979.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -941035.625000 Penalty: 2876.557861
	Iteration 6Q: 3 clusters Score -941035.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -941091.812500 Penalty: 2876.557861
	Iteration 7Q: 3 clusters Score -941091.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -941140.187500 Penalty: 2876.557861
	Iteration 8Q: 3 clusters Score -941140.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -941183.312500 Penalty: 2876.557861
	Iteration 9Q: 3 clusters Score -941183.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -941231.125000 Penalty: 2876.557861
	Iteration 10Q: 3 clusters Score -941231.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -941287.187500 Penalty: 2876.557861
	Iteration 11Q: 3 clusters Score -941287.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -941348.250000 Penalty: 2876.557861
	Iteration 12Q: 3 clusters Score -941348.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -941405.500000 Penalty: 2876.557861
	Iteration 13Q: 3 clusters Score -941405.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -941469.437500 Penalty: 2876.557861
	Iteration 14Q: 3 clusters Score -941469.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -941557.875000 Penalty: 2876.557861
	Iteration 15Q: 3 clusters Score -941557.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -941677.125000 Penalty: 2876.557861
	Iteration 16Q: 3 clusters Score -941677.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -941813.812500 Penalty: 2876.557861
	Iteration 17Q: 3 clusters Score -941813.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -941944.062500 Penalty: 2876.557861
	Iteration 18Q: 3 clusters Score -941944.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -942050.437500 Penalty: 2876.557861
	Iteration 19Q: 3 clusters Score -942050.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -942124.187500 Penalty: 2876.557861
	Iteration 20F: 3 clusters Score -942124.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -942196.687500 Penalty: 2876.557861
	Iteration 21Q: 3 clusters Score -942196.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -942258.875000 Penalty: 2876.557861
	Iteration 22Q: 3 clusters Score -942258.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -942332.437500 Penalty: 2876.557861
	Iteration 23Q: 3 clusters Score -942332.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -942394.937500 Penalty: 2876.557861
	Iteration 24Q: 3 clusters Score -942394.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -942445.250000 Penalty: 2876.557861
	Iteration 25Q: 3 clusters Score -942445.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -942491.437500 Penalty: 2876.557861
	Iteration 26Q: 3 clusters Score -942491.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -942530.125000 Penalty: 2876.557861
	Iteration 27Q: 3 clusters Score -942530.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -942553.062500 Penalty: 2876.557861
	Iteration 28Q: 3 clusters Score -942553.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -942564.000000 Penalty: 2876.557861
	Iteration 29Q: 3 clusters Score -942564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -942569.187500 Penalty: 2876.557861
	Iteration 30Q: 3 clusters Score -942569.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -942574.625000 Penalty: 2876.557861
	Iteration 31Q: 3 clusters Score -942574.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -942580.000000 Penalty: 2876.557861
	Iteration 32Q: 3 clusters Score -942580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -942581.812500 Penalty: 2876.557861
	Iteration 33Q: 3 clusters Score -942581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -942584.437500 Penalty: 2876.557861
	Iteration 34Q: 3 clusters Score -942584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -942586.250000 Penalty: 2876.557861
	Iteration 35Q: 3 clusters Score -942586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -942586.937500 Penalty: 2876.557861
	Iteration 36Q: 3 clusters Score -942586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -942588.000000 Penalty: 2876.557861
	Iteration 37Q: 3 clusters Score -942588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -942588.187500 Penalty: 2876.557861
	Iteration 38Q: 3 clusters Score -942588.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -942589.812500 Penalty: 2876.557861
	Iteration 39Q: 3 clusters Score -942589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -942590.625000 Penalty: 2876.557861
	Iteration 40F: 3 clusters Score -942590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -942589.000000 Penalty: 2876.557861
	Iteration 41Q: 3 clusters Score -942589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -942592.437500 Penalty: 2876.557861
	Iteration 42Q: 3 clusters Score -942592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -942591.062500 Penalty: 2876.557861
	Iteration 43Q: 3 clusters Score -942591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -942591.562500 Penalty: 2876.557861
	Iteration 44Q: 3 clusters Score -942591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -942592.437500 Penalty: 2876.557861
	Iteration 45Q: 3 clusters Score -942592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -942591.312500 Penalty: 2876.557861
	Iteration 46Q: 3 clusters Score -942591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -942594.062500 Penalty: 2876.557861
	Iteration 47Q: 3 clusters Score -942594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -942593.812500 Penalty: 2876.557861
	Iteration 48Q: 3 clusters Score -942593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -942594.875000 Penalty: 2876.557861
	Iteration 49Q: 3 clusters Score -942594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -942596.687500 Penalty: 2876.557861
	Iteration 50Q: 3 clusters Score -942596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -942596.687500 Penalty: 2876.557861
	Iteration 51Q: 3 clusters Score -942596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -942596.687500 Penalty: 2876.557861
	Iteration 52F: 3 clusters Score -942596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (83782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Entering Unmasked Estep 
Score: -11023049.000000 Penalty: 1842.095703
	Iteration 0F: 2 clusters Score -1.102305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -10969441.000000 Penalty: 3684.191406
	Iteration 0F: 3 clusters Score -1.096944e+07 nChanged 39915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -10992189.000000 Penalty: 3684.191406
	Iteration 1F: 3 clusters Score -1.099219e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -10992845.000000 Penalty: 3684.191406
	Iteration 2Q: 3 clusters Score -1.099284e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -10993855.000000 Penalty: 3684.191406
	Iteration 3Q: 3 clusters Score -1.099386e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -10995447.000000 Penalty: 3684.191406
	Iteration 4Q: 3 clusters Score -1.099545e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -10998482.000000 Penalty: 3684.191406
	Iteration 5F: 3 clusters Score -1.099848e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -11003456.000000 Penalty: 3684.191406
	Iteration 6F: 3 clusters Score -1.100346e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -11009823.000000 Penalty: 3684.191406
	Iteration 7F: 3 clusters Score -1.100982e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -11015604.000000 Penalty: 3684.191406
	Iteration 8F: 3 clusters Score -1.10156e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -11019174.000000 Penalty: 3684.191406
	Iteration 9Q: 3 clusters Score -1.101917e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -11020651.000000 Penalty: 3684.191406
	Iteration 10Q: 3 clusters Score -1.102065e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -11021097.000000 Penalty: 3684.191406
	Iteration 11Q: 3 clusters Score -1.10211e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -11021250.000000 Penalty: 3684.191406
	Iteration 12Q: 3 clusters Score -1.102125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -11021331.000000 Penalty: 3684.191406
	Iteration 13Q: 3 clusters Score -1.102133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -11021360.000000 Penalty: 3684.191406
	Iteration 14Q: 3 clusters Score -1.102136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -11021388.000000 Penalty: 3684.191406
	Iteration 15Q: 3 clusters Score -1.102139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -11021396.000000 Penalty: 3684.191406
	Iteration 16Q: 3 clusters Score -1.10214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -11021402.000000 Penalty: 3684.191406
	Iteration 17Q: 3 clusters Score -1.10214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -11021402.000000 Penalty: 3684.191406
	Iteration 18F: 3 clusters Score -1.10214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Entering Unmasked Estep 
Score: -2155849.250000 Penalty: 1584.126465
	Iteration 0F: 2 clusters Score -2155849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2143986.750000 Penalty: 3168.252930
	Iteration 0F: 3 clusters Score -2143987 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2148192.000000 Penalty: 3168.252930
	Iteration 1F: 3 clusters Score -2148192 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2148426.500000 Penalty: 3168.252930
	Iteration 2Q: 3 clusters Score -2148426 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2148572.000000 Penalty: 3168.252930
	Iteration 3Q: 3 clusters Score -2148572 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2148691.000000 Penalty: 3168.252930
	Iteration 4Q: 3 clusters Score -2148691 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2148814.250000 Penalty: 3168.252930
	Iteration 5Q: 3 clusters Score -2148814 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2148926.500000 Penalty: 3168.252930
	Iteration 6Q: 3 clusters Score -2148926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2149019.000000 Penalty: 3168.252930
	Iteration 7Q: 3 clusters Score -2149019 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2149080.500000 Penalty: 3168.252930
	Iteration 8Q: 3 clusters Score -2149080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2149137.750000 Penalty: 3168.252930
	Iteration 9Q: 3 clusters Score -2149138 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2149193.750000 Penalty: 3168.252930
	Iteration 10Q: 3 clusters Score -2149194 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2149227.500000 Penalty: 3168.252930
	Iteration 11Q: 3 clusters Score -2149228 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2149271.000000 Penalty: 3168.252930
	Iteration 12Q: 3 clusters Score -2149271 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2149327.000000 Penalty: 3168.252930
	Iteration 13Q: 3 clusters Score -2149327 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2149369.000000 Penalty: 3168.252930
	Iteration 14Q: 3 clusters Score -2149369 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2149415.250000 Penalty: 3168.252930
	Iteration 15Q: 3 clusters Score -2149415 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2149471.750000 Penalty: 3168.252930
	Iteration 16Q: 3 clusters Score -2149472 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2149537.750000 Penalty: 3168.252930
	Iteration 17Q: 3 clusters Score -2149538 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2149619.500000 Penalty: 3168.252930
	Iteration 18Q: 3 clusters Score -2149620 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2149702.750000 Penalty: 3168.252930
	Iteration 19Q: 3 clusters Score -2149703 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2149866.500000 Penalty: 3168.252930
	Iteration 20F: 3 clusters Score -2149866 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2150100.000000 Penalty: 3168.252930
	Iteration 21Q: 3 clusters Score -2150100 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2150431.250000 Penalty: 3168.252930
	Iteration 22Q: 3 clusters Score -2150431 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2150876.750000 Penalty: 3168.252930
	Iteration 23Q: 3 clusters Score -2150877 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2151471.250000 Penalty: 3168.252930
	Iteration 24F: 3 clusters Score -2151471 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2152147.250000 Penalty: 3168.252930
	Iteration 25F: 3 clusters Score -2152147 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2152790.750000 Penalty: 3168.252930
	Iteration 26Q: 3 clusters Score -2152791 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2153329.000000 Penalty: 3168.252930
	Iteration 27Q: 3 clusters Score -2153329 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2153735.500000 Penalty: 3168.252930
	Iteration 28Q: 3 clusters Score -2153736 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2154007.250000 Penalty: 3168.252930
	Iteration 29Q: 3 clusters Score -2154007 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2154188.750000 Penalty: 3168.252930
	Iteration 30Q: 3 clusters Score -2154189 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2154308.500000 Penalty: 3168.252930
	Iteration 31Q: 3 clusters Score -2154308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2154364.000000 Penalty: 3168.252930
	Iteration 32Q: 3 clusters Score -2154364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2154392.250000 Penalty: 3168.252930
	Iteration 33Q: 3 clusters Score -2154392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2154416.250000 Penalty: 3168.252930
	Iteration 34Q: 3 clusters Score -2154416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2154431.500000 Penalty: 3168.252930
	Iteration 35Q: 3 clusters Score -2154432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2154441.000000 Penalty: 3168.252930
	Iteration 36Q: 3 clusters Score -2154441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2154446.500000 Penalty: 3168.252930
	Iteration 37Q: 3 clusters Score -2154446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2154450.750000 Penalty: 3168.252930
	Iteration 38Q: 3 clusters Score -2154451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2154450.500000 Penalty: 3168.252930
	Iteration 39Q: 3 clusters Score -2154450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2154450.500000 Penalty: 3168.252930
	Iteration 40F: 3 clusters Score -2154450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2154452.500000 Penalty: 3168.252930
	Iteration 41Q: 3 clusters Score -2154452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2154452.500000 Penalty: 3168.252930
	Iteration 42F: 3 clusters Score -2154452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -304086.781250 Penalty: 1273.474243
	Iteration 0F: 2 clusters Score -304086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -301642.093750 Penalty: 2546.948486
	Iteration 0F: 3 clusters Score -301642.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -302187.656250 Penalty: 2546.948486
	Iteration 1F: 3 clusters Score -302187.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -302306.406250 Penalty: 2546.948486
	Iteration 2F: 3 clusters Score -302306.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302383.000000 Penalty: 2546.948486
	Iteration 3F: 3 clusters Score -302383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -302440.812500 Penalty: 2546.948486
	Iteration 4Q: 3 clusters Score -302440.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302479.562500 Penalty: 2546.948486
	Iteration 5Q: 3 clusters Score -302479.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -302513.781250 Penalty: 2546.948486
	Iteration 6Q: 3 clusters Score -302513.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -302540.187500 Penalty: 2546.948486
	Iteration 7Q: 3 clusters Score -302540.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -302559.531250 Penalty: 2546.948486
	Iteration 8Q: 3 clusters Score -302559.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302571.906250 Penalty: 2546.948486
	Iteration 9Q: 3 clusters Score -302571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -302584.250000 Penalty: 2546.948486
	Iteration 10Q: 3 clusters Score -302584.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -302590.562500 Penalty: 2546.948486
	Iteration 11Q: 3 clusters Score -302590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -302596.937500 Penalty: 2546.948486
	Iteration 12Q: 3 clusters Score -302596.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -302603.531250 Penalty: 2546.948486
	Iteration 13Q: 3 clusters Score -302603.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302607.875000 Penalty: 2546.948486
	Iteration 14Q: 3 clusters Score -302607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -302612.375000 Penalty: 2546.948486
	Iteration 15Q: 3 clusters Score -302612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -302619.156250 Penalty: 2546.948486
	Iteration 16Q: 3 clusters Score -302619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302626.687500 Penalty: 2546.948486
	Iteration 17Q: 3 clusters Score -302626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -302631.781250 Penalty: 2546.948486
	Iteration 18Q: 3 clusters Score -302631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -302633.875000 Penalty: 2546.948486
	Iteration 19Q: 3 clusters Score -302633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -302634.937500 Penalty: 2546.948486
	Iteration 20F: 3 clusters Score -302634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -302638.156250 Penalty: 2546.948486
	Iteration 21Q: 3 clusters Score -302638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -302642.937500 Penalty: 2546.948486
	Iteration 22Q: 3 clusters Score -302642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -302648.156250 Penalty: 2546.948486
	Iteration 23Q: 3 clusters Score -302648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -302653.656250 Penalty: 2546.948486
	Iteration 24Q: 3 clusters Score -302653.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -302658.000000 Penalty: 2546.948486
	Iteration 25Q: 3 clusters Score -302658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -302664.093750 Penalty: 2546.948486
	Iteration 26Q: 3 clusters Score -302664.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -302670.750000 Penalty: 2546.948486
	Iteration 27Q: 3 clusters Score -302670.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302674.781250 Penalty: 2546.948486
	Iteration 28Q: 3 clusters Score -302674.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -302678.156250 Penalty: 2546.948486
	Iteration 29Q: 3 clusters Score -302678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -302680.250000 Penalty: 2546.948486
	Iteration 30Q: 3 clusters Score -302680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302683.906250 Penalty: 2546.948486
	Iteration 31Q: 3 clusters Score -302683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -302689.125000 Penalty: 2546.948486
	Iteration 32Q: 3 clusters Score -302689.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -302692.812500 Penalty: 2546.948486
	Iteration 33Q: 3 clusters Score -302692.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -302698.593750 Penalty: 2546.948486
	Iteration 34Q: 3 clusters Score -302698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -302700.406250 Penalty: 2546.948486
	Iteration 35Q: 3 clusters Score -302700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -302703.187500 Penalty: 2546.948486
	Iteration 36Q: 3 clusters Score -302703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -302704.281250 Penalty: 2546.948486
	Iteration 37Q: 3 clusters Score -302704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -302704.656250 Penalty: 2546.948486
	Iteration 38Q: 3 clusters Score -302704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -302706.125000 Penalty: 2546.948486
	Iteration 39Q: 3 clusters Score -302706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -302707.250000 Penalty: 2546.948486
	Iteration 40F: 3 clusters Score -302707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -302709.156250 Penalty: 2546.948486
	Iteration 41Q: 3 clusters Score -302709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302711.406250 Penalty: 2546.948486
	Iteration 42Q: 3 clusters Score -302711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -302713.937500 Penalty: 2546.948486
	Iteration 43Q: 3 clusters Score -302713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -302714.468750 Penalty: 2546.948486
	Iteration 44Q: 3 clusters Score -302714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -302716.062500 Penalty: 2546.948486
	Iteration 45Q: 3 clusters Score -302716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -302716.781250 Penalty: 2546.948486
	Iteration 46Q: 3 clusters Score -302716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -302719.312500 Penalty: 2546.948486
	Iteration 47Q: 3 clusters Score -302719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -302722.843750 Penalty: 2546.948486
	Iteration 48Q: 3 clusters Score -302722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -302728.406250 Penalty: 2546.948486
	Iteration 49Q: 3 clusters Score -302728.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -302735.062500 Penalty: 2546.948486
	Iteration 50Q: 3 clusters Score -302735.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -302743.656250 Penalty: 2546.948486
	Iteration 51Q: 3 clusters Score -302743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -302751.468750 Penalty: 2546.948486
	Iteration 52Q: 3 clusters Score -302751.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -302757.437500 Penalty: 2546.948486
	Iteration 53Q: 3 clusters Score -302757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -302765.500000 Penalty: 2546.948486
	Iteration 54Q: 3 clusters Score -302765.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -302777.500000 Penalty: 2546.948486
	Iteration 55Q: 3 clusters Score -302777.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -302784.937500 Penalty: 2546.948486
	Iteration 56Q: 3 clusters Score -302784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -302793.500000 Penalty: 2546.948486
	Iteration 57Q: 3 clusters Score -302793.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -302803.531250 Penalty: 2546.948486
	Iteration 58Q: 3 clusters Score -302803.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -302813.218750 Penalty: 2546.948486
	Iteration 59Q: 3 clusters Score -302813.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -302827.437500 Penalty: 2546.948486
	Iteration 60F: 3 clusters Score -302827.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -302843.000000 Penalty: 2546.948486
	Iteration 61Q: 3 clusters Score -302843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -302860.687500 Penalty: 2546.948486
	Iteration 62Q: 3 clusters Score -302860.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -302882.125000 Penalty: 2546.948486
	Iteration 63Q: 3 clusters Score -302882.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -302902.125000 Penalty: 2546.948486
	Iteration 64Q: 3 clusters Score -302902.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -302924.500000 Penalty: 2546.948486
	Iteration 65Q: 3 clusters Score -302924.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -302950.375000 Penalty: 2546.948486
	Iteration 66Q: 3 clusters Score -302950.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -302975.062500 Penalty: 2546.948486
	Iteration 67Q: 3 clusters Score -302975.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -302993.906250 Penalty: 2546.948486
	Iteration 68Q: 3 clusters Score -302993.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -303005.593750 Penalty: 2546.948486
	Iteration 69Q: 3 clusters Score -303005.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -303019.437500 Penalty: 2546.948486
	Iteration 70Q: 3 clusters Score -303019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -303026.968750 Penalty: 2546.948486
	Iteration 71Q: 3 clusters Score -303027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -303032.250000 Penalty: 2546.948486
	Iteration 72Q: 3 clusters Score -303032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -303034.625000 Penalty: 2546.948486
	Iteration 73Q: 3 clusters Score -303034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -303035.281250 Penalty: 2546.948486
	Iteration 74Q: 3 clusters Score -303035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -303036.343750 Penalty: 2546.948486
	Iteration 75Q: 3 clusters Score -303036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -303039.250000 Penalty: 2546.948486
	Iteration 76Q: 3 clusters Score -303039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -303042.906250 Penalty: 2546.948486
	Iteration 77Q: 3 clusters Score -303042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -303049.218750 Penalty: 2546.948486
	Iteration 78Q: 3 clusters Score -303049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -303052.812500 Penalty: 2546.948486
	Iteration 79Q: 3 clusters Score -303052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -303056.968750 Penalty: 2546.948486
	Iteration 80F: 3 clusters Score -303057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -303057.500000 Penalty: 2546.948486
	Iteration 81Q: 3 clusters Score -303057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -303058.281250 Penalty: 2546.948486
	Iteration 82Q: 3 clusters Score -303058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -303059.968750 Penalty: 2546.948486
	Iteration 83Q: 3 clusters Score -303060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -303062.281250 Penalty: 2546.948486
	Iteration 84Q: 3 clusters Score -303062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -303064.281250 Penalty: 2546.948486
	Iteration 85Q: 3 clusters Score -303064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -303065.406250 Penalty: 2546.948486
	Iteration 86Q: 3 clusters Score -303065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -303065.687500 Penalty: 2546.948486
	Iteration 87Q: 3 clusters Score -303065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -303066.281250 Penalty: 2546.948486
	Iteration 88Q: 3 clusters Score -303066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -303068.250000 Penalty: 2546.948486
	Iteration 89Q: 3 clusters Score -303068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -303069.812500 Penalty: 2546.948486
	Iteration 90Q: 3 clusters Score -303069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -303071.125000 Penalty: 2546.948486
	Iteration 91Q: 3 clusters Score -303071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -303072.218750 Penalty: 2546.948486
	Iteration 92Q: 3 clusters Score -303072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -303072.218750 Penalty: 2546.948486
	Iteration 93F: 3 clusters Score -303072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Entering Unmasked Estep 
Score: -1184989.875000 Penalty: 1479.342407
	Iteration 0F: 2 clusters Score -1184990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1178458.000000 Penalty: 2958.684814
	Iteration 0F: 3 clusters Score -1178458 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1180412.375000 Penalty: 2958.684814
	Iteration 1F: 3 clusters Score -1180412 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1180642.250000 Penalty: 2958.684814
	Iteration 2F: 3 clusters Score -1180642 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1180822.500000 Penalty: 2958.684814
	Iteration 3F: 3 clusters Score -1180822 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1180973.625000 Penalty: 2958.684814
	Iteration 4Q: 3 clusters Score -1180974 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1181099.000000 Penalty: 2958.684814
	Iteration 5Q: 3 clusters Score -1181099 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1181227.750000 Penalty: 2958.684814
	Iteration 6Q: 3 clusters Score -1181228 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1181350.125000 Penalty: 2958.684814
	Iteration 7Q: 3 clusters Score -1181350 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1181486.875000 Penalty: 2958.684814
	Iteration 8Q: 3 clusters Score -1181487 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1181652.875000 Penalty: 2958.684814
	Iteration 9Q: 3 clusters Score -1181653 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1181858.500000 Penalty: 2958.684814
	Iteration 10Q: 3 clusters Score -1181858 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1182086.125000 Penalty: 2958.684814
	Iteration 11Q: 3 clusters Score -1182086 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1182342.750000 Penalty: 2958.684814
	Iteration 12Q: 3 clusters Score -1182343 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1182625.875000 Penalty: 2958.684814
	Iteration 13Q: 3 clusters Score -1182626 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1182903.625000 Penalty: 2958.684814
	Iteration 14Q: 3 clusters Score -1182904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1183135.500000 Penalty: 2958.684814
	Iteration 15Q: 3 clusters Score -1183136 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1183323.750000 Penalty: 2958.684814
	Iteration 16Q: 3 clusters Score -1183324 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1183449.125000 Penalty: 2958.684814
	Iteration 17Q: 3 clusters Score -1183449 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1183524.125000 Penalty: 2958.684814
	Iteration 18Q: 3 clusters Score -1183524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1183576.125000 Penalty: 2958.684814
	Iteration 19Q: 3 clusters Score -1183576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1183622.000000 Penalty: 2958.684814
	Iteration 20F: 3 clusters Score -1183622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1183656.125000 Penalty: 2958.684814
	Iteration 21Q: 3 clusters Score -1183656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1183677.625000 Penalty: 2958.684814
	Iteration 22Q: 3 clusters Score -1183678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1183701.875000 Penalty: 2958.684814
	Iteration 23Q: 3 clusters Score -1183702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1183716.875000 Penalty: 2958.684814
	Iteration 24Q: 3 clusters Score -1183717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1183720.125000 Penalty: 2958.684814
	Iteration 25Q: 3 clusters Score -1183720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1183722.750000 Penalty: 2958.684814
	Iteration 26Q: 3 clusters Score -1183723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1183724.750000 Penalty: 2958.684814
	Iteration 27Q: 3 clusters Score -1183725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1183725.625000 Penalty: 2958.684814
	Iteration 28Q: 3 clusters Score -1183726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1183726.750000 Penalty: 2958.684814
	Iteration 29Q: 3 clusters Score -1183727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1183725.750000 Penalty: 2958.684814
	Iteration 30Q: 3 clusters Score -1183726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1183725.750000 Penalty: 2958.684814
	Iteration 31F: 3 clusters Score -1183726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90568 members 
Entering Unmasked Estep 
Score: -11934369.000000 Penalty: 1854.751709
	Iteration 0F: 2 clusters Score -1.193437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -11880927.000000 Penalty: 3709.503418
	Iteration 0F: 3 clusters Score -1.188093e+07 nChanged 43198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -11905754.000000 Penalty: 3709.503418
	Iteration 1F: 3 clusters Score -1.190575e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -11906399.000000 Penalty: 3709.503418
	Iteration 2Q: 3 clusters Score -1.19064e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -11907089.000000 Penalty: 3709.503418
	Iteration 3Q: 3 clusters Score -1.190709e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -11907943.000000 Penalty: 3709.503418
	Iteration 4Q: 3 clusters Score -1.190794e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -11909052.000000 Penalty: 3709.503418
	Iteration 5Q: 3 clusters Score -1.190905e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -11910783.000000 Penalty: 3709.503418
	Iteration 6Q: 3 clusters Score -1.191078e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -11913480.000000 Penalty: 3709.503418
	Iteration 7F: 3 clusters Score -1.191348e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -11917200.000000 Penalty: 3709.503418
	Iteration 8F: 3 clusters Score -1.19172e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -11921111.000000 Penalty: 3709.503418
	Iteration 9F: 3 clusters Score -1.192111e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -11924366.000000 Penalty: 3709.503418
	Iteration 10F: 3 clusters Score -1.192437e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -11926533.000000 Penalty: 3709.503418
	Iteration 11Q: 3 clusters Score -1.192653e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -11927573.000000 Penalty: 3709.503418
	Iteration 12Q: 3 clusters Score -1.192757e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -11928089.000000 Penalty: 3709.503418
	Iteration 13Q: 3 clusters Score -1.192809e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -11928440.000000 Penalty: 3709.503418
	Iteration 14Q: 3 clusters Score -1.192844e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -11928692.000000 Penalty: 3709.503418
	Iteration 15Q: 3 clusters Score -1.192869e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -11929082.000000 Penalty: 3709.503418
	Iteration 16Q: 3 clusters Score -1.192908e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -11929462.000000 Penalty: 3709.503418
	Iteration 17Q: 3 clusters Score -1.192946e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -11929876.000000 Penalty: 3709.503418
	Iteration 18Q: 3 clusters Score -1.192988e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -11930227.000000 Penalty: 3709.503418
	Iteration 19Q: 3 clusters Score -1.193023e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -11930644.000000 Penalty: 3709.503418
	Iteration 20F: 3 clusters Score -1.193064e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -11930911.000000 Penalty: 3709.503418
	Iteration 21Q: 3 clusters Score -1.193091e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -11931211.000000 Penalty: 3709.503418
	Iteration 22Q: 3 clusters Score -1.193121e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -11931417.000000 Penalty: 3709.503418
	Iteration 23Q: 3 clusters Score -1.193142e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -11931683.000000 Penalty: 3709.503418
	Iteration 24Q: 3 clusters Score -1.193168e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -11931949.000000 Penalty: 3709.503418
	Iteration 25Q: 3 clusters Score -1.193195e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -11932082.000000 Penalty: 3709.503418
	Iteration 26Q: 3 clusters Score -1.193208e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -11932181.000000 Penalty: 3709.503418
	Iteration 27Q: 3 clusters Score -1.193218e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -11932202.000000 Penalty: 3709.503418
	Iteration 28Q: 3 clusters Score -1.19322e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -11932202.000000 Penalty: 3709.503418
	Iteration 29Q: 3 clusters Score -1.19322e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -11932226.000000 Penalty: 3709.503418
	Iteration 30Q: 3 clusters Score -1.193223e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -11932241.000000 Penalty: 3709.503418
	Iteration 31Q: 3 clusters Score -1.193224e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -11932274.000000 Penalty: 3709.503418
	Iteration 32Q: 3 clusters Score -1.193227e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -11932296.000000 Penalty: 3709.503418
	Iteration 33Q: 3 clusters Score -1.19323e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -11932309.000000 Penalty: 3709.503418
	Iteration 34Q: 3 clusters Score -1.193231e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -11932288.000000 Penalty: 3709.503418
	Iteration 35Q: 3 clusters Score -1.193229e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -11932295.000000 Penalty: 3709.503418
	Iteration 36Q: 3 clusters Score -1.19323e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -11932302.000000 Penalty: 3709.503418
	Iteration 37Q: 3 clusters Score -1.19323e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -11932363.000000 Penalty: 3709.503418
	Iteration 38Q: 3 clusters Score -1.193236e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11932427.000000 Penalty: 3709.503418
	Iteration 39Q: 3 clusters Score -1.193243e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11932472.000000 Penalty: 3709.503418
	Iteration 40F: 3 clusters Score -1.193247e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11932513.000000 Penalty: 3709.503418
	Iteration 41Q: 3 clusters Score -1.193251e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11932572.000000 Penalty: 3709.503418
	Iteration 42Q: 3 clusters Score -1.193257e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11932581.000000 Penalty: 3709.503418
	Iteration 43Q: 3 clusters Score -1.193258e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11932674.000000 Penalty: 3709.503418
	Iteration 44Q: 3 clusters Score -1.193267e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11932714.000000 Penalty: 3709.503418
	Iteration 45Q: 3 clusters Score -1.193271e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11932773.000000 Penalty: 3709.503418
	Iteration 46Q: 3 clusters Score -1.193277e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11932796.000000 Penalty: 3709.503418
	Iteration 47Q: 3 clusters Score -1.19328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11932823.000000 Penalty: 3709.503418
	Iteration 48Q: 3 clusters Score -1.193282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11932850.000000 Penalty: 3709.503418
	Iteration 49Q: 3 clusters Score -1.193285e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11932864.000000 Penalty: 3709.503418
	Iteration 50Q: 3 clusters Score -1.193286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11932874.000000 Penalty: 3709.503418
	Iteration 51Q: 3 clusters Score -1.193287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11932882.000000 Penalty: 3709.503418
	Iteration 52Q: 3 clusters Score -1.193288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11932882.000000 Penalty: 3709.503418
	Iteration 53Q: 3 clusters Score -1.193288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11932910.000000 Penalty: 3709.503418
	Iteration 54Q: 3 clusters Score -1.193291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11932899.000000 Penalty: 3709.503418
	Iteration 55Q: 3 clusters Score -1.19329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11932912.000000 Penalty: 3709.503418
	Iteration 56Q: 3 clusters Score -1.193291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11932914.000000 Penalty: 3709.503418
	Iteration 57Q: 3 clusters Score -1.193291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11932933.000000 Penalty: 3709.503418
	Iteration 58Q: 3 clusters Score -1.193293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11932927.000000 Penalty: 3709.503418
	Iteration 59Q: 3 clusters Score -1.193293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11932933.000000 Penalty: 3709.503418
	Iteration 60F: 3 clusters Score -1.193293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11932932.000000 Penalty: 3709.503418
	Iteration 61Q: 3 clusters Score -1.193293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11932929.000000 Penalty: 3709.503418
	Iteration 62Q: 3 clusters Score -1.193293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11932925.000000 Penalty: 3709.503418
	Iteration 63Q: 3 clusters Score -1.193292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11932933.000000 Penalty: 3709.503418
	Iteration 64Q: 3 clusters Score -1.193293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11932928.000000 Penalty: 3709.503418
	Iteration 65Q: 3 clusters Score -1.193293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11932922.000000 Penalty: 3709.503418
	Iteration 66Q: 3 clusters Score -1.193292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11932922.000000 Penalty: 3709.503418
	Iteration 67F: 3 clusters Score -1.193292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (70331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Entering Unmasked Estep 
Score: -9294613.000000 Penalty: 1813.657227
	Iteration 0F: 2 clusters Score -9294613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -9248462.000000 Penalty: 3627.314453
	Iteration 0F: 3 clusters Score -9248462 nChanged 33323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -9267486.000000 Penalty: 3627.314453
	Iteration 1F: 3 clusters Score -9267486 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -9268119.000000 Penalty: 3627.314453
	Iteration 2Q: 3 clusters Score -9268119 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -9268934.000000 Penalty: 3627.314453
	Iteration 3Q: 3 clusters Score -9268934 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -9270521.000000 Penalty: 3627.314453
	Iteration 4Q: 3 clusters Score -9270521 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -9273155.000000 Penalty: 3627.314453
	Iteration 5F: 3 clusters Score -9273155 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -9277664.000000 Penalty: 3627.314453
	Iteration 6F: 3 clusters Score -9277664 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -9283601.000000 Penalty: 3627.314453
	Iteration 7F: 3 clusters Score -9283601 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -9288974.000000 Penalty: 3627.314453
	Iteration 8F: 3 clusters Score -9288974 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9291648.000000 Penalty: 3627.314453
	Iteration 9Q: 3 clusters Score -9291648 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9292553.000000 Penalty: 3627.314453
	Iteration 10Q: 3 clusters Score -9292553 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9292826.000000 Penalty: 3627.314453
	Iteration 11Q: 3 clusters Score -9292826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9292918.000000 Penalty: 3627.314453
	Iteration 12Q: 3 clusters Score -9292918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9292938.000000 Penalty: 3627.314453
	Iteration 13Q: 3 clusters Score -9292938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9292964.000000 Penalty: 3627.314453
	Iteration 14Q: 3 clusters Score -9292964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9292989.000000 Penalty: 3627.314453
	Iteration 15Q: 3 clusters Score -9292989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9293001.000000 Penalty: 3627.314453
	Iteration 16Q: 3 clusters Score -9293001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9293007.000000 Penalty: 3627.314453
	Iteration 17Q: 3 clusters Score -9293007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9293005.000000 Penalty: 3627.314453
	Iteration 18Q: 3 clusters Score -9293005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9293011.000000 Penalty: 3627.314453
	Iteration 19Q: 3 clusters Score -9293011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9293011.000000 Penalty: 3627.314453
	Iteration 20F: 3 clusters Score -9293011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Entering Unmasked Estep 
Score: -4651464.000000 Penalty: 1701.023315
	Iteration 0F: 2 clusters Score -4651464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4627906.500000 Penalty: 3402.046631
	Iteration 0F: 3 clusters Score -4627906 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4636803.500000 Penalty: 3402.046631
	Iteration 1F: 3 clusters Score -4636804 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4637232.000000 Penalty: 3402.046631
	Iteration 2Q: 3 clusters Score -4637232 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4637712.500000 Penalty: 3402.046631
	Iteration 3Q: 3 clusters Score -4637712 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4638328.500000 Penalty: 3402.046631
	Iteration 4Q: 3 clusters Score -4638328 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4639317.500000 Penalty: 3402.046631
	Iteration 5F: 3 clusters Score -4639318 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4640840.500000 Penalty: 3402.046631
	Iteration 6F: 3 clusters Score -4640840 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4642991.000000 Penalty: 3402.046631
	Iteration 7F: 3 clusters Score -4642991 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4645574.500000 Penalty: 3402.046631
	Iteration 8F: 3 clusters Score -4645574 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4647857.000000 Penalty: 3402.046631
	Iteration 9F: 3 clusters Score -4647857 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -4648901.500000 Penalty: 3402.046631
	Iteration 10Q: 3 clusters Score -4648902 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4649389.000000 Penalty: 3402.046631
	Iteration 11Q: 3 clusters Score -4649389 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4649672.500000 Penalty: 3402.046631
	Iteration 12Q: 3 clusters Score -4649672 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4649810.500000 Penalty: 3402.046631
	Iteration 13Q: 3 clusters Score -4649810 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4649880.500000 Penalty: 3402.046631
	Iteration 14Q: 3 clusters Score -4649880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4649909.000000 Penalty: 3402.046631
	Iteration 15Q: 3 clusters Score -4649909 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4649940.000000 Penalty: 3402.046631
	Iteration 16Q: 3 clusters Score -4649940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4649956.000000 Penalty: 3402.046631
	Iteration 17Q: 3 clusters Score -4649956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4649955.000000 Penalty: 3402.046631
	Iteration 18Q: 3 clusters Score -4649955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4649966.000000 Penalty: 3402.046631
	Iteration 19Q: 3 clusters Score -4649966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4649975.000000 Penalty: 3402.046631
	Iteration 20F: 3 clusters Score -4649975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -4649971.000000 Penalty: 3402.046631
	Iteration 21Q: 3 clusters Score -4649971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4649966.000000 Penalty: 3402.046631
	Iteration 22Q: 3 clusters Score -4649966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4649976.500000 Penalty: 3402.046631
	Iteration 23Q: 3 clusters Score -4649976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4649977.500000 Penalty: 3402.046631
	Iteration 24Q: 3 clusters Score -4649978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4649971.500000 Penalty: 3402.046631
	Iteration 25Q: 3 clusters Score -4649972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4649964.000000 Penalty: 3402.046631
	Iteration 26Q: 3 clusters Score -4649964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4649973.500000 Penalty: 3402.046631
	Iteration 27Q: 3 clusters Score -4649974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4649970.000000 Penalty: 3402.046631
	Iteration 28Q: 3 clusters Score -4649970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -4649968.000000 Penalty: 3402.046631
	Iteration 29Q: 3 clusters Score -4649968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4649969.500000 Penalty: 3402.046631
	Iteration 30Q: 3 clusters Score -4649970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -4649965.000000 Penalty: 3402.046631
	Iteration 31Q: 3 clusters Score -4649965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4649973.500000 Penalty: 3402.046631
	Iteration 32Q: 3 clusters Score -4649974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4649975.500000 Penalty: 3402.046631
	Iteration 33Q: 3 clusters Score -4649976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4649969.500000 Penalty: 3402.046631
	Iteration 34Q: 3 clusters Score -4649970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4649969.000000 Penalty: 3402.046631
	Iteration 35Q: 3 clusters Score -4649969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4649970.500000 Penalty: 3402.046631
	Iteration 36Q: 3 clusters Score -4649970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4649968.000000 Penalty: 3402.046631
	Iteration 37Q: 3 clusters Score -4649968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4649968.000000 Penalty: 3402.046631
	Iteration 38Q: 3 clusters Score -4649968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4649968.500000 Penalty: 3402.046631
	Iteration 39Q: 3 clusters Score -4649968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4649968.000000 Penalty: 3402.046631
	Iteration 40F: 3 clusters Score -4649968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4649969.000000 Penalty: 3402.046631
	Iteration 41Q: 3 clusters Score -4649969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4649969.000000 Penalty: 3402.046631
	Iteration 42F: 3 clusters Score -4649969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -362601.468750 Penalty: 1300.709473
	Iteration 0F: 2 clusters Score -362601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -359949.843750 Penalty: 2601.418945
	Iteration 0F: 3 clusters Score -359949.8 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -360632.250000 Penalty: 2601.418945
	Iteration 1F: 3 clusters Score -360632.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -360848.656250 Penalty: 2601.418945
	Iteration 2F: 3 clusters Score -360848.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361038.031250 Penalty: 2601.418945
	Iteration 3F: 3 clusters Score -361038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -361213.562500 Penalty: 2601.418945
	Iteration 4F: 3 clusters Score -361213.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -361349.187500 Penalty: 2601.418945
	Iteration 5F: 3 clusters Score -361349.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -361467.500000 Penalty: 2601.418945
	Iteration 6Q: 3 clusters Score -361467.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -361564.875000 Penalty: 2601.418945
	Iteration 7Q: 3 clusters Score -361564.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -361640.781250 Penalty: 2601.418945
	Iteration 8Q: 3 clusters Score -361640.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -361704.625000 Penalty: 2601.418945
	Iteration 9Q: 3 clusters Score -361704.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -361759.718750 Penalty: 2601.418945
	Iteration 10Q: 3 clusters Score -361759.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -361797.843750 Penalty: 2601.418945
	Iteration 11Q: 3 clusters Score -361797.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361826.656250 Penalty: 2601.418945
	Iteration 12Q: 3 clusters Score -361826.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -361844.406250 Penalty: 2601.418945
	Iteration 13Q: 3 clusters Score -361844.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361860.250000 Penalty: 2601.418945
	Iteration 14Q: 3 clusters Score -361860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -361871.468750 Penalty: 2601.418945
	Iteration 15Q: 3 clusters Score -361871.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -361881.000000 Penalty: 2601.418945
	Iteration 16Q: 3 clusters Score -361881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -361885.093750 Penalty: 2601.418945
	Iteration 17Q: 3 clusters Score -361885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -361888.437500 Penalty: 2601.418945
	Iteration 18Q: 3 clusters Score -361888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -361891.125000 Penalty: 2601.418945
	Iteration 19Q: 3 clusters Score -361891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -361892.812500 Penalty: 2601.418945
	Iteration 20F: 3 clusters Score -361892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -361893.500000 Penalty: 2601.418945
	Iteration 21Q: 3 clusters Score -361893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -361893.468750 Penalty: 2601.418945
	Iteration 22Q: 3 clusters Score -361893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -361894.343750 Penalty: 2601.418945
	Iteration 23Q: 3 clusters Score -361894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -361894.343750 Penalty: 2601.418945
	Iteration 24F: 3 clusters Score -361894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17911.833984 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17911.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18125.429688 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18125.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18162.017578 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18162.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18182.699219 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18182.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18197.363281 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18197.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18212.414062 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18212.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18227.703125 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18249.216797 Penalty: 1746.965454
	Iteration 7Q: 3 clusters Score -18249.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18288.291016 Penalty: 1746.965454
	Iteration 8Q: 3 clusters Score -18288.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18322.771484 Penalty: 1746.965454
	Iteration 9Q: 3 clusters Score -18322.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18324.710938 Penalty: 1746.965454
	Iteration 10F: 3 clusters Score -18324.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18342.650391 Penalty: 1746.965454
	Iteration 11Q: 3 clusters Score -18342.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18351.822266 Penalty: 1746.965454
	Iteration 12Q: 3 clusters Score -18351.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18391.115234 Penalty: 1746.965454
	Iteration 13Q: 3 clusters Score -18391.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18399.898438 Penalty: 1746.965454
	Iteration 14Q: 3 clusters Score -18399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18399.898438 Penalty: 1746.965454
	Iteration 15F: 3 clusters Score -18399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Entering Unmasked Estep 
Score: -960062.000000 Penalty: 1443.906616
	Iteration 0F: 2 clusters Score -960062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -954697.187500 Penalty: 2887.813232
	Iteration 0F: 3 clusters Score -954697.2 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -956272.062500 Penalty: 2887.813232
	Iteration 1F: 3 clusters Score -956272.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -956451.687500 Penalty: 2887.813232
	Iteration 2F: 3 clusters Score -956451.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -956570.062500 Penalty: 2887.813232
	Iteration 3Q: 3 clusters Score -956570.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -956662.437500 Penalty: 2887.813232
	Iteration 4Q: 3 clusters Score -956662.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -956728.187500 Penalty: 2887.813232
	Iteration 5Q: 3 clusters Score -956728.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -956783.375000 Penalty: 2887.813232
	Iteration 6Q: 3 clusters Score -956783.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -956838.687500 Penalty: 2887.813232
	Iteration 7Q: 3 clusters Score -956838.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -956909.000000 Penalty: 2887.813232
	Iteration 8Q: 3 clusters Score -956909 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -956989.375000 Penalty: 2887.813232
	Iteration 9Q: 3 clusters Score -956989.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -957065.250000 Penalty: 2887.813232
	Iteration 10Q: 3 clusters Score -957065.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -957148.625000 Penalty: 2887.813232
	Iteration 11Q: 3 clusters Score -957148.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -957264.625000 Penalty: 2887.813232
	Iteration 12Q: 3 clusters Score -957264.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -957387.437500 Penalty: 2887.813232
	Iteration 13Q: 3 clusters Score -957387.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -957502.125000 Penalty: 2887.813232
	Iteration 14Q: 3 clusters Score -957502.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -957612.625000 Penalty: 2887.813232
	Iteration 15Q: 3 clusters Score -957612.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -957733.312500 Penalty: 2887.813232
	Iteration 16Q: 3 clusters Score -957733.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -957849.250000 Penalty: 2887.813232
	Iteration 17Q: 3 clusters Score -957849.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -957976.687500 Penalty: 2887.813232
	Iteration 18Q: 3 clusters Score -957976.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -958076.500000 Penalty: 2887.813232
	Iteration 19Q: 3 clusters Score -958076.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -958183.500000 Penalty: 2887.813232
	Iteration 20F: 3 clusters Score -958183.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -958262.812500 Penalty: 2887.813232
	Iteration 21Q: 3 clusters Score -958262.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -958334.875000 Penalty: 2887.813232
	Iteration 22Q: 3 clusters Score -958334.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -958397.125000 Penalty: 2887.813232
	Iteration 23Q: 3 clusters Score -958397.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -958463.187500 Penalty: 2887.813232
	Iteration 24Q: 3 clusters Score -958463.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -958526.750000 Penalty: 2887.813232
	Iteration 25Q: 3 clusters Score -958526.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -958570.437500 Penalty: 2887.813232
	Iteration 26Q: 3 clusters Score -958570.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -958610.625000 Penalty: 2887.813232
	Iteration 27Q: 3 clusters Score -958610.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -958648.437500 Penalty: 2887.813232
	Iteration 28Q: 3 clusters Score -958648.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -958676.500000 Penalty: 2887.813232
	Iteration 29Q: 3 clusters Score -958676.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -958702.312500 Penalty: 2887.813232
	Iteration 30Q: 3 clusters Score -958702.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -958718.125000 Penalty: 2887.813232
	Iteration 31Q: 3 clusters Score -958718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -958731.375000 Penalty: 2887.813232
	Iteration 32Q: 3 clusters Score -958731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -958746.187500 Penalty: 2887.813232
	Iteration 33Q: 3 clusters Score -958746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -958758.375000 Penalty: 2887.813232
	Iteration 34Q: 3 clusters Score -958758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -958767.250000 Penalty: 2887.813232
	Iteration 35Q: 3 clusters Score -958767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -958770.500000 Penalty: 2887.813232
	Iteration 36Q: 3 clusters Score -958770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -958773.437500 Penalty: 2887.813232
	Iteration 37Q: 3 clusters Score -958773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -958781.250000 Penalty: 2887.813232
	Iteration 38Q: 3 clusters Score -958781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -958791.187500 Penalty: 2887.813232
	Iteration 39Q: 3 clusters Score -958791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -958801.000000 Penalty: 2887.813232
	Iteration 40F: 3 clusters Score -958801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -958802.750000 Penalty: 2887.813232
	Iteration 41Q: 3 clusters Score -958802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -958809.000000 Penalty: 2887.813232
	Iteration 42Q: 3 clusters Score -958809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -958810.000000 Penalty: 2887.813232
	Iteration 43Q: 3 clusters Score -958810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -958810.750000 Penalty: 2887.813232
	Iteration 44Q: 3 clusters Score -958810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -958810.750000 Penalty: 2887.813232
	Iteration 45F: 3 clusters Score -958810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Entering Unmasked Estep 
Score: -5930066.500000 Penalty: 1748.594238
	Iteration 0F: 2 clusters Score -5930066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5898163.500000 Penalty: 3497.188477
	Iteration 0F: 3 clusters Score -5898164 nChanged 22313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5910883.000000 Penalty: 3497.188477
	Iteration 1F: 3 clusters Score -5910883 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5911298.000000 Penalty: 3497.188477
	Iteration 2Q: 3 clusters Score -5911298 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5911686.000000 Penalty: 3497.188477
	Iteration 3Q: 3 clusters Score -5911686 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5912189.500000 Penalty: 3497.188477
	Iteration 4Q: 3 clusters Score -5912190 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5912945.000000 Penalty: 3497.188477
	Iteration 5Q: 3 clusters Score -5912945 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5913900.000000 Penalty: 3497.188477
	Iteration 6Q: 3 clusters Score -5913900 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5915285.000000 Penalty: 3497.188477
	Iteration 7F: 3 clusters Score -5915285 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5917308.000000 Penalty: 3497.188477
	Iteration 8F: 3 clusters Score -5917308 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -5919806.000000 Penalty: 3497.188477
	Iteration 9F: 3 clusters Score -5919806 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5922402.000000 Penalty: 3497.188477
	Iteration 10F: 3 clusters Score -5922402 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5924481.500000 Penalty: 3497.188477
	Iteration 11F: 3 clusters Score -5924482 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5925993.500000 Penalty: 3497.188477
	Iteration 12Q: 3 clusters Score -5925994 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5926906.500000 Penalty: 3497.188477
	Iteration 13Q: 3 clusters Score -5926906 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5927541.000000 Penalty: 3497.188477
	Iteration 14Q: 3 clusters Score -5927541 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5927875.500000 Penalty: 3497.188477
	Iteration 15Q: 3 clusters Score -5927876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5928106.500000 Penalty: 3497.188477
	Iteration 16Q: 3 clusters Score -5928106 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5928249.500000 Penalty: 3497.188477
	Iteration 17Q: 3 clusters Score -5928250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5928373.000000 Penalty: 3497.188477
	Iteration 18Q: 3 clusters Score -5928373 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5928436.500000 Penalty: 3497.188477
	Iteration 19Q: 3 clusters Score -5928436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5928464.500000 Penalty: 3497.188477
	Iteration 20F: 3 clusters Score -5928464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5928504.500000 Penalty: 3497.188477
	Iteration 21Q: 3 clusters Score -5928504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5928521.000000 Penalty: 3497.188477
	Iteration 22Q: 3 clusters Score -5928521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5928537.000000 Penalty: 3497.188477
	Iteration 23Q: 3 clusters Score -5928537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5928547.500000 Penalty: 3497.188477
	Iteration 24Q: 3 clusters Score -5928548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5928558.500000 Penalty: 3497.188477
	Iteration 25Q: 3 clusters Score -5928558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5928575.000000 Penalty: 3497.188477
	Iteration 26Q: 3 clusters Score -5928575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5928592.000000 Penalty: 3497.188477
	Iteration 27Q: 3 clusters Score -5928592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5928592.500000 Penalty: 3497.188477
	Iteration 28Q: 3 clusters Score -5928592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5928592.000000 Penalty: 3497.188477
	Iteration 29Q: 3 clusters Score -5928592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5928597.500000 Penalty: 3497.188477
	Iteration 30Q: 3 clusters Score -5928598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5928600.500000 Penalty: 3497.188477
	Iteration 31Q: 3 clusters Score -5928600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5928602.000000 Penalty: 3497.188477
	Iteration 32Q: 3 clusters Score -5928602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5928602.000000 Penalty: 3497.188477
	Iteration 33Q: 3 clusters Score -5928602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5928607.000000 Penalty: 3497.188477
	Iteration 34Q: 3 clusters Score -5928607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5928608.500000 Penalty: 3497.188477
	Iteration 35Q: 3 clusters Score -5928608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5928612.000000 Penalty: 3497.188477
	Iteration 36Q: 3 clusters Score -5928612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5928609.000000 Penalty: 3497.188477
	Iteration 37Q: 3 clusters Score -5928609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5928609.000000 Penalty: 3497.188477
	Iteration 38F: 3 clusters Score -5928609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -1933160.875000 Penalty: 1558.076050
	Iteration 0F: 2 clusters Score -1933161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1923053.250000 Penalty: 3116.152100
	Iteration 0F: 3 clusters Score -1923053 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1926502.375000 Penalty: 3116.152100
	Iteration 1F: 3 clusters Score -1926502 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1926743.625000 Penalty: 3116.152100
	Iteration 2Q: 3 clusters Score -1926744 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1926938.875000 Penalty: 3116.152100
	Iteration 3Q: 3 clusters Score -1926939 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1927115.750000 Penalty: 3116.152100
	Iteration 4Q: 3 clusters Score -1927116 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1927273.875000 Penalty: 3116.152100
	Iteration 5Q: 3 clusters Score -1927274 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1927464.250000 Penalty: 3116.152100
	Iteration 6Q: 3 clusters Score -1927464 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1927713.125000 Penalty: 3116.152100
	Iteration 7Q: 3 clusters Score -1927713 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1928048.125000 Penalty: 3116.152100
	Iteration 8Q: 3 clusters Score -1928048 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1928544.750000 Penalty: 3116.152100
	Iteration 9F: 3 clusters Score -1928545 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1929187.250000 Penalty: 3116.152100
	Iteration 10F: 3 clusters Score -1929187 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1929842.750000 Penalty: 3116.152100
	Iteration 11F: 3 clusters Score -1929843 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1930464.875000 Penalty: 3116.152100
	Iteration 12Q: 3 clusters Score -1930465 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1930949.375000 Penalty: 3116.152100
	Iteration 13Q: 3 clusters Score -1930949 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1931273.625000 Penalty: 3116.152100
	Iteration 14Q: 3 clusters Score -1931274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1931460.250000 Penalty: 3116.152100
	Iteration 15Q: 3 clusters Score -1931460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1931577.875000 Penalty: 3116.152100
	Iteration 16Q: 3 clusters Score -1931578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1931653.750000 Penalty: 3116.152100
	Iteration 17Q: 3 clusters Score -1931654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1931707.125000 Penalty: 3116.152100
	Iteration 18Q: 3 clusters Score -1931707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1931732.250000 Penalty: 3116.152100
	Iteration 19Q: 3 clusters Score -1931732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1931750.250000 Penalty: 3116.152100
	Iteration 20F: 3 clusters Score -1931750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1931773.375000 Penalty: 3116.152100
	Iteration 21Q: 3 clusters Score -1931773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1931792.625000 Penalty: 3116.152100
	Iteration 22Q: 3 clusters Score -1931793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1931804.000000 Penalty: 3116.152100
	Iteration 23Q: 3 clusters Score -1931804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1931808.625000 Penalty: 3116.152100
	Iteration 24Q: 3 clusters Score -1931809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1931813.250000 Penalty: 3116.152100
	Iteration 25Q: 3 clusters Score -1931813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1931814.125000 Penalty: 3116.152100
	Iteration 26Q: 3 clusters Score -1931814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1931814.375000 Penalty: 3116.152100
	Iteration 27Q: 3 clusters Score -1931814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1931814.375000 Penalty: 3116.152100
	Iteration 28F: 3 clusters Score -1931814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -308986.437500 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -308986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306601.437500 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -306601.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -307162.093750 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -307162.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -307299.812500 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -307299.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -307392.062500 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -307392.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -307458.093750 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -307458.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -307492.125000 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -307492.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -307518.968750 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -307519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -307533.187500 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -307533.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -307550.343750 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -307550.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -307566.531250 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -307566.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307588.968750 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -307589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -307607.468750 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -307607.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -307621.000000 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -307621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -307641.218750 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -307641.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -307658.500000 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -307658.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -307674.875000 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -307674.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -307689.875000 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -307689.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -307706.468750 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -307706.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -307729.437500 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -307729.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -307755.562500 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -307755.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -307778.187500 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -307778.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -307803.656250 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -307803.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -307833.093750 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -307833.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -307866.031250 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -307866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -307890.625000 Penalty: 2539.548584
	Iteration 24Q: 3 clusters Score -307890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -307917.031250 Penalty: 2539.548584
	Iteration 25Q: 3 clusters Score -307917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -307950.937500 Penalty: 2539.548584
	Iteration 26Q: 3 clusters Score -307950.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -307993.687500 Penalty: 2539.548584
	Iteration 27Q: 3 clusters Score -307993.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -308020.968750 Penalty: 2539.548584
	Iteration 28Q: 3 clusters Score -308021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -308047.625000 Penalty: 2539.548584
	Iteration 29Q: 3 clusters Score -308047.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -308077.281250 Penalty: 2539.548584
	Iteration 30Q: 3 clusters Score -308077.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -308102.312500 Penalty: 2539.548584
	Iteration 31Q: 3 clusters Score -308102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -308116.218750 Penalty: 2539.548584
	Iteration 32Q: 3 clusters Score -308116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -308131.062500 Penalty: 2539.548584
	Iteration 33Q: 3 clusters Score -308131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -308148.562500 Penalty: 2539.548584
	Iteration 34Q: 3 clusters Score -308148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -308170.375000 Penalty: 2539.548584
	Iteration 35Q: 3 clusters Score -308170.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -308192.750000 Penalty: 2539.548584
	Iteration 36Q: 3 clusters Score -308192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -308215.437500 Penalty: 2539.548584
	Iteration 37Q: 3 clusters Score -308215.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -308234.593750 Penalty: 2539.548584
	Iteration 38Q: 3 clusters Score -308234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -308257.281250 Penalty: 2539.548584
	Iteration 39Q: 3 clusters Score -308257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -308270.593750 Penalty: 2539.548584
	Iteration 40F: 3 clusters Score -308270.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -308282.718750 Penalty: 2539.548584
	Iteration 41Q: 3 clusters Score -308282.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -308292.312500 Penalty: 2539.548584
	Iteration 42Q: 3 clusters Score -308292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -308298.625000 Penalty: 2539.548584
	Iteration 43Q: 3 clusters Score -308298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -308299.031250 Penalty: 2539.548584
	Iteration 44Q: 3 clusters Score -308299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -308300.531250 Penalty: 2539.548584
	Iteration 45Q: 3 clusters Score -308300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -308301.500000 Penalty: 2539.548584
	Iteration 46Q: 3 clusters Score -308301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -308302.031250 Penalty: 2539.548584
	Iteration 47Q: 3 clusters Score -308302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -308302.031250 Penalty: 2539.548584
	Iteration 48F: 3 clusters Score -308302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Entering Unmasked Estep 
Score: -5330100.000000 Penalty: 1721.546387
	Iteration 0F: 2 clusters Score -5330100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5303579.000000 Penalty: 3443.092773
	Iteration 0F: 3 clusters Score -5303579 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5313746.500000 Penalty: 3443.092773
	Iteration 1F: 3 clusters Score -5313746 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5314214.500000 Penalty: 3443.092773
	Iteration 2Q: 3 clusters Score -5314214 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5314664.500000 Penalty: 3443.092773
	Iteration 3Q: 3 clusters Score -5314664 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5315121.500000 Penalty: 3443.092773
	Iteration 4Q: 3 clusters Score -5315122 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5315596.500000 Penalty: 3443.092773
	Iteration 5Q: 3 clusters Score -5315596 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5316280.500000 Penalty: 3443.092773
	Iteration 6Q: 3 clusters Score -5316280 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -5317051.000000 Penalty: 3443.092773
	Iteration 7Q: 3 clusters Score -5317051 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5318181.500000 Penalty: 3443.092773
	Iteration 8Q: 3 clusters Score -5318182 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5319564.000000 Penalty: 3443.092773
	Iteration 9F: 3 clusters Score -5319564 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5321016.000000 Penalty: 3443.092773
	Iteration 10F: 3 clusters Score -5321016 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5322158.500000 Penalty: 3443.092773
	Iteration 11Q: 3 clusters Score -5322158 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5322925.500000 Penalty: 3443.092773
	Iteration 12Q: 3 clusters Score -5322926 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -5323544.500000 Penalty: 3443.092773
	Iteration 13Q: 3 clusters Score -5323544 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -5324167.000000 Penalty: 3443.092773
	Iteration 14Q: 3 clusters Score -5324167 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5324854.000000 Penalty: 3443.092773
	Iteration 15Q: 3 clusters Score -5324854 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5325544.500000 Penalty: 3443.092773
	Iteration 16Q: 3 clusters Score -5325544 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5326147.500000 Penalty: 3443.092773
	Iteration 17Q: 3 clusters Score -5326148 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5326685.500000 Penalty: 3443.092773
	Iteration 18Q: 3 clusters Score -5326686 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5327036.500000 Penalty: 3443.092773
	Iteration 19Q: 3 clusters Score -5327036 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5327312.000000 Penalty: 3443.092773
	Iteration 20F: 3 clusters Score -5327312 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5327464.000000 Penalty: 3443.092773
	Iteration 21Q: 3 clusters Score -5327464 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5327544.500000 Penalty: 3443.092773
	Iteration 22Q: 3 clusters Score -5327544 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5327581.500000 Penalty: 3443.092773
	Iteration 23Q: 3 clusters Score -5327582 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -5327594.500000 Penalty: 3443.092773
	Iteration 24Q: 3 clusters Score -5327594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5327621.000000 Penalty: 3443.092773
	Iteration 25Q: 3 clusters Score -5327621 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5327619.500000 Penalty: 3443.092773
	Iteration 26Q: 3 clusters Score -5327620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -5327623.000000 Penalty: 3443.092773
	Iteration 27Q: 3 clusters Score -5327623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5327596.500000 Penalty: 3443.092773
	Iteration 28Q: 3 clusters Score -5327596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5327628.000000 Penalty: 3443.092773
	Iteration 29Q: 3 clusters Score -5327628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5327626.500000 Penalty: 3443.092773
	Iteration 30Q: 3 clusters Score -5327626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -5327620.000000 Penalty: 3443.092773
	Iteration 31Q: 3 clusters Score -5327620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5327641.000000 Penalty: 3443.092773
	Iteration 32Q: 3 clusters Score -5327641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -5327644.000000 Penalty: 3443.092773
	Iteration 33Q: 3 clusters Score -5327644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5327646.500000 Penalty: 3443.092773
	Iteration 34Q: 3 clusters Score -5327646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -5327632.000000 Penalty: 3443.092773
	Iteration 35Q: 3 clusters Score -5327632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5327636.000000 Penalty: 3443.092773
	Iteration 36Q: 3 clusters Score -5327636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -5327638.000000 Penalty: 3443.092773
	Iteration 37Q: 3 clusters Score -5327638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5327639.000000 Penalty: 3443.092773
	Iteration 38Q: 3 clusters Score -5327639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -5327641.000000 Penalty: 3443.092773
	Iteration 39Q: 3 clusters Score -5327641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5327633.500000 Penalty: 3443.092773
	Iteration 40F: 3 clusters Score -5327634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5327648.500000 Penalty: 3443.092773
	Iteration 41Q: 3 clusters Score -5327648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -5327649.500000 Penalty: 3443.092773
	Iteration 42Q: 3 clusters Score -5327650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5327645.500000 Penalty: 3443.092773
	Iteration 43Q: 3 clusters Score -5327646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5327646.000000 Penalty: 3443.092773
	Iteration 44Q: 3 clusters Score -5327646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -5327642.000000 Penalty: 3443.092773
	Iteration 45Q: 3 clusters Score -5327642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -5327649.500000 Penalty: 3443.092773
	Iteration 46Q: 3 clusters Score -5327650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -5327647.500000 Penalty: 3443.092773
	Iteration 47Q: 3 clusters Score -5327648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5327650.000000 Penalty: 3443.092773
	Iteration 48Q: 3 clusters Score -5327650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5327653.000000 Penalty: 3443.092773
	Iteration 49Q: 3 clusters Score -5327653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -5327655.000000 Penalty: 3443.092773
	Iteration 50Q: 3 clusters Score -5327655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5327658.000000 Penalty: 3443.092773
	Iteration 51Q: 3 clusters Score -5327658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5327654.000000 Penalty: 3443.092773
	Iteration 52Q: 3 clusters Score -5327654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5327659.500000 Penalty: 3443.092773
	Iteration 53Q: 3 clusters Score -5327660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5327662.500000 Penalty: 3443.092773
	Iteration 54Q: 3 clusters Score -5327662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5327662.500000 Penalty: 3443.092773
	Iteration 55F: 3 clusters Score -5327662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (63114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Entering Unmasked Estep 
Score: -8375717.500000 Penalty: 1796.063477
	Iteration 0F: 2 clusters Score -8375718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8334166.000000 Penalty: 3592.126953
	Iteration 0F: 3 clusters Score -8334166 nChanged 29787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -8351165.000000 Penalty: 3592.126953
	Iteration 1F: 3 clusters Score -8351165 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -8352189.500000 Penalty: 3592.126953
	Iteration 2Q: 3 clusters Score -8352190 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8354018.500000 Penalty: 3592.126953
	Iteration 3F: 3 clusters Score -8354018 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -8357211.000000 Penalty: 3592.126953
	Iteration 4F: 3 clusters Score -8357211 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -8362107.000000 Penalty: 3592.126953
	Iteration 5F: 3 clusters Score -8362107 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -8367582.000000 Penalty: 3592.126953
	Iteration 6F: 3 clusters Score -8367582 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8371694.500000 Penalty: 3592.126953
	Iteration 7F: 3 clusters Score -8371694 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8373382.500000 Penalty: 3592.126953
	Iteration 8Q: 3 clusters Score -8373382 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8373897.500000 Penalty: 3592.126953
	Iteration 9Q: 3 clusters Score -8373898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8374056.000000 Penalty: 3592.126953
	Iteration 10Q: 3 clusters Score -8374056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8374121.500000 Penalty: 3592.126953
	Iteration 11Q: 3 clusters Score -8374122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8374145.000000 Penalty: 3592.126953
	Iteration 12Q: 3 clusters Score -8374145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8374164.500000 Penalty: 3592.126953
	Iteration 13Q: 3 clusters Score -8374164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8374177.500000 Penalty: 3592.126953
	Iteration 14Q: 3 clusters Score -8374178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8374186.000000 Penalty: 3592.126953
	Iteration 15Q: 3 clusters Score -8374186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8374187.500000 Penalty: 3592.126953
	Iteration 16Q: 3 clusters Score -8374188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8374193.500000 Penalty: 3592.126953
	Iteration 17Q: 3 clusters Score -8374194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8374195.000000 Penalty: 3592.126953
	Iteration 18Q: 3 clusters Score -8374195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8374200.000000 Penalty: 3592.126953
	Iteration 19Q: 3 clusters Score -8374200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8374200.000000 Penalty: 3592.126953
	Iteration 20F: 3 clusters Score -8374200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -349936.281250 Penalty: 1286.658813
	Iteration 0F: 2 clusters Score -349936.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -347349.937500 Penalty: 2573.317627
	Iteration 0F: 3 clusters Score -347349.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -347945.625000 Penalty: 2573.317627
	Iteration 1F: 3 clusters Score -347945.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -348110.593750 Penalty: 2573.317627
	Iteration 2F: 3 clusters Score -348110.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -348186.875000 Penalty: 2573.317627
	Iteration 3F: 3 clusters Score -348186.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -348237.281250 Penalty: 2573.317627
	Iteration 4Q: 3 clusters Score -348237.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -348272.437500 Penalty: 2573.317627
	Iteration 5Q: 3 clusters Score -348272.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -348301.531250 Penalty: 2573.317627
	Iteration 6Q: 3 clusters Score -348301.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -348322.875000 Penalty: 2573.317627
	Iteration 7Q: 3 clusters Score -348322.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -348342.187500 Penalty: 2573.317627
	Iteration 8Q: 3 clusters Score -348342.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -348362.281250 Penalty: 2573.317627
	Iteration 9Q: 3 clusters Score -348362.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -348380.687500 Penalty: 2573.317627
	Iteration 10Q: 3 clusters Score -348380.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -348401.000000 Penalty: 2573.317627
	Iteration 11Q: 3 clusters Score -348401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -348422.468750 Penalty: 2573.317627
	Iteration 12Q: 3 clusters Score -348422.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -348446.593750 Penalty: 2573.317627
	Iteration 13Q: 3 clusters Score -348446.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -348471.031250 Penalty: 2573.317627
	Iteration 14Q: 3 clusters Score -348471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -348490.843750 Penalty: 2573.317627
	Iteration 15Q: 3 clusters Score -348490.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -348511.343750 Penalty: 2573.317627
	Iteration 16Q: 3 clusters Score -348511.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -348538.093750 Penalty: 2573.317627
	Iteration 17Q: 3 clusters Score -348538.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -348567.312500 Penalty: 2573.317627
	Iteration 18Q: 3 clusters Score -348567.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -348593.156250 Penalty: 2573.317627
	Iteration 19Q: 3 clusters Score -348593.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -348619.937500 Penalty: 2573.317627
	Iteration 20F: 3 clusters Score -348619.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -348644.625000 Penalty: 2573.317627
	Iteration 21Q: 3 clusters Score -348644.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -348674.062500 Penalty: 2573.317627
	Iteration 22Q: 3 clusters Score -348674.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -348701.218750 Penalty: 2573.317627
	Iteration 23Q: 3 clusters Score -348701.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -348728.937500 Penalty: 2573.317627
	Iteration 24Q: 3 clusters Score -348728.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -348760.406250 Penalty: 2573.317627
	Iteration 25Q: 3 clusters Score -348760.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -348784.906250 Penalty: 2573.317627
	Iteration 26Q: 3 clusters Score -348784.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -348808.375000 Penalty: 2573.317627
	Iteration 27Q: 3 clusters Score -348808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -348822.468750 Penalty: 2573.317627
	Iteration 28Q: 3 clusters Score -348822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -348830.500000 Penalty: 2573.317627
	Iteration 29Q: 3 clusters Score -348830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -348834.156250 Penalty: 2573.317627
	Iteration 30Q: 3 clusters Score -348834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -348838.906250 Penalty: 2573.317627
	Iteration 31Q: 3 clusters Score -348838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -348843.031250 Penalty: 2573.317627
	Iteration 32Q: 3 clusters Score -348843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -348844.500000 Penalty: 2573.317627
	Iteration 33Q: 3 clusters Score -348844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -348844.500000 Penalty: 2573.317627
	Iteration 34F: 3 clusters Score -348844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -590612.625000 Penalty: 1377.274780
	Iteration 0F: 2 clusters Score -590612.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -586734.187500 Penalty: 2754.549561
	Iteration 0F: 3 clusters Score -586734.2 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -587786.812500 Penalty: 2754.549561
	Iteration 1F: 3 clusters Score -587786.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -587947.937500 Penalty: 2754.549561
	Iteration 2F: 3 clusters Score -587947.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -588040.812500 Penalty: 2754.549561
	Iteration 3Q: 3 clusters Score -588040.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -588097.937500 Penalty: 2754.549561
	Iteration 4Q: 3 clusters Score -588097.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -588140.875000 Penalty: 2754.549561
	Iteration 5Q: 3 clusters Score -588140.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -588176.062500 Penalty: 2754.549561
	Iteration 6Q: 3 clusters Score -588176.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -588208.937500 Penalty: 2754.549561
	Iteration 7Q: 3 clusters Score -588208.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -588236.125000 Penalty: 2754.549561
	Iteration 8Q: 3 clusters Score -588236.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -588256.875000 Penalty: 2754.549561
	Iteration 9Q: 3 clusters Score -588256.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -588270.687500 Penalty: 2754.549561
	Iteration 10Q: 3 clusters Score -588270.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -588282.875000 Penalty: 2754.549561
	Iteration 11Q: 3 clusters Score -588282.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -588293.062500 Penalty: 2754.549561
	Iteration 12Q: 3 clusters Score -588293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -588304.375000 Penalty: 2754.549561
	Iteration 13Q: 3 clusters Score -588304.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -588321.000000 Penalty: 2754.549561
	Iteration 14Q: 3 clusters Score -588321 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -588345.125000 Penalty: 2754.549561
	Iteration 15Q: 3 clusters Score -588345.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -588374.562500 Penalty: 2754.549561
	Iteration 16Q: 3 clusters Score -588374.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -588411.250000 Penalty: 2754.549561
	Iteration 17Q: 3 clusters Score -588411.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -588448.375000 Penalty: 2754.549561
	Iteration 18Q: 3 clusters Score -588448.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -588483.250000 Penalty: 2754.549561
	Iteration 19Q: 3 clusters Score -588483.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -588522.250000 Penalty: 2754.549561
	Iteration 20F: 3 clusters Score -588522.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -588571.312500 Penalty: 2754.549561
	Iteration 21Q: 3 clusters Score -588571.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -588624.375000 Penalty: 2754.549561
	Iteration 22Q: 3 clusters Score -588624.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -588692.375000 Penalty: 2754.549561
	Iteration 23Q: 3 clusters Score -588692.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -588774.562500 Penalty: 2754.549561
	Iteration 24Q: 3 clusters Score -588774.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -588861.750000 Penalty: 2754.549561
	Iteration 25Q: 3 clusters Score -588861.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -588957.062500 Penalty: 2754.549561
	Iteration 26Q: 3 clusters Score -588957.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -589070.187500 Penalty: 2754.549561
	Iteration 27Q: 3 clusters Score -589070.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -589135.937500 Penalty: 2754.549561
	Iteration 28Q: 3 clusters Score -589135.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -589185.562500 Penalty: 2754.549561
	Iteration 29Q: 3 clusters Score -589185.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -589232.250000 Penalty: 2754.549561
	Iteration 30Q: 3 clusters Score -589232.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -589279.000000 Penalty: 2754.549561
	Iteration 31Q: 3 clusters Score -589279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -589306.937500 Penalty: 2754.549561
	Iteration 32Q: 3 clusters Score -589306.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -589329.750000 Penalty: 2754.549561
	Iteration 33Q: 3 clusters Score -589329.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -589344.312500 Penalty: 2754.549561
	Iteration 34Q: 3 clusters Score -589344.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -589356.625000 Penalty: 2754.549561
	Iteration 35Q: 3 clusters Score -589356.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -589370.687500 Penalty: 2754.549561
	Iteration 36Q: 3 clusters Score -589370.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -589384.187500 Penalty: 2754.549561
	Iteration 37Q: 3 clusters Score -589384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -589389.687500 Penalty: 2754.549561
	Iteration 38Q: 3 clusters Score -589389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -589392.312500 Penalty: 2754.549561
	Iteration 39Q: 3 clusters Score -589392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -589394.375000 Penalty: 2754.549561
	Iteration 40F: 3 clusters Score -589394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -589395.500000 Penalty: 2754.549561
	Iteration 41Q: 3 clusters Score -589395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -589397.000000 Penalty: 2754.549561
	Iteration 42Q: 3 clusters Score -589397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -589400.312500 Penalty: 2754.549561
	Iteration 43Q: 3 clusters Score -589400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -589404.500000 Penalty: 2754.549561
	Iteration 44Q: 3 clusters Score -589404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -589405.875000 Penalty: 2754.549561
	Iteration 45Q: 3 clusters Score -589405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -589406.812500 Penalty: 2754.549561
	Iteration 46Q: 3 clusters Score -589406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -589410.500000 Penalty: 2754.549561
	Iteration 47Q: 3 clusters Score -589410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -589412.062500 Penalty: 2754.549561
	Iteration 48Q: 3 clusters Score -589412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -589413.250000 Penalty: 2754.549561
	Iteration 49Q: 3 clusters Score -589413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -589415.062500 Penalty: 2754.549561
	Iteration 50Q: 3 clusters Score -589415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -589417.625000 Penalty: 2754.549561
	Iteration 51Q: 3 clusters Score -589417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -589419.250000 Penalty: 2754.549561
	Iteration 52Q: 3 clusters Score -589419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -589419.250000 Penalty: 2754.549561
	Iteration 53F: 3 clusters Score -589419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -323228.687500 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -323228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -320782.187500 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -320782.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -321289.718750 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -321289.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -321432.343750 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -321432.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -321537.437500 Penalty: 2541.642822
	Iteration 3F: 3 clusters Score -321537.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -321650.062500 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -321650.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -321747.093750 Penalty: 2541.642822
	Iteration 5F: 3 clusters Score -321747.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -321841.500000 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -321841.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -321922.500000 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -321922.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321992.843750 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -321992.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -322052.062500 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -322052.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -322112.500000 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -322112.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -322164.031250 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -322164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -322200.906250 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -322200.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -322228.593750 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -322228.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -322259.500000 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -322259.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -322286.281250 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -322286.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -322304.968750 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -322305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -322312.843750 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -322312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -322318.718750 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -322318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -322321.156250 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -322321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -322323.062500 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -322323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -322323.531250 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -322323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -322324.062500 Penalty: 2541.642822
	Iteration 22Q: 3 clusters Score -322324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -322324.593750 Penalty: 2541.642822
	Iteration 23Q: 3 clusters Score -322324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -322324.593750 Penalty: 2541.642822
	Iteration 24F: 3 clusters Score -322324.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Entering Unmasked Estep 
Score: -1271626.375000 Penalty: 1508.387085
	Iteration 0F: 2 clusters Score -1271626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1264062.000000 Penalty: 3016.774170
	Iteration 0F: 3 clusters Score -1264062 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1266691.500000 Penalty: 3016.774170
	Iteration 1F: 3 clusters Score -1266692 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1267053.000000 Penalty: 3016.774170
	Iteration 2F: 3 clusters Score -1267053 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1267379.000000 Penalty: 3016.774170
	Iteration 3F: 3 clusters Score -1267379 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1267680.875000 Penalty: 3016.774170
	Iteration 4F: 3 clusters Score -1267681 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1267940.500000 Penalty: 3016.774170
	Iteration 5Q: 3 clusters Score -1267940 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1268172.125000 Penalty: 3016.774170
	Iteration 6Q: 3 clusters Score -1268172 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1268374.375000 Penalty: 3016.774170
	Iteration 7Q: 3 clusters Score -1268374 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1268538.875000 Penalty: 3016.774170
	Iteration 8Q: 3 clusters Score -1268539 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1268712.125000 Penalty: 3016.774170
	Iteration 9Q: 3 clusters Score -1268712 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1268886.750000 Penalty: 3016.774170
	Iteration 10Q: 3 clusters Score -1268887 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1269068.875000 Penalty: 3016.774170
	Iteration 11Q: 3 clusters Score -1269069 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1269280.250000 Penalty: 3016.774170
	Iteration 12Q: 3 clusters Score -1269280 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1269474.500000 Penalty: 3016.774170
	Iteration 13Q: 3 clusters Score -1269474 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1269660.625000 Penalty: 3016.774170
	Iteration 14Q: 3 clusters Score -1269661 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1269810.250000 Penalty: 3016.774170
	Iteration 15Q: 3 clusters Score -1269810 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1269938.500000 Penalty: 3016.774170
	Iteration 16Q: 3 clusters Score -1269938 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1270047.250000 Penalty: 3016.774170
	Iteration 17Q: 3 clusters Score -1270047 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1270131.750000 Penalty: 3016.774170
	Iteration 18Q: 3 clusters Score -1270132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1270205.125000 Penalty: 3016.774170
	Iteration 19Q: 3 clusters Score -1270205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1270269.375000 Penalty: 3016.774170
	Iteration 20F: 3 clusters Score -1270269 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1270345.375000 Penalty: 3016.774170
	Iteration 21Q: 3 clusters Score -1270345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1270417.000000 Penalty: 3016.774170
	Iteration 22Q: 3 clusters Score -1270417 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1270477.500000 Penalty: 3016.774170
	Iteration 23Q: 3 clusters Score -1270478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1270539.875000 Penalty: 3016.774170
	Iteration 24Q: 3 clusters Score -1270540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1270595.500000 Penalty: 3016.774170
	Iteration 25Q: 3 clusters Score -1270596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1270664.500000 Penalty: 3016.774170
	Iteration 26Q: 3 clusters Score -1270664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1270731.250000 Penalty: 3016.774170
	Iteration 27Q: 3 clusters Score -1270731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1270821.625000 Penalty: 3016.774170
	Iteration 28Q: 3 clusters Score -1270822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1270911.375000 Penalty: 3016.774170
	Iteration 29Q: 3 clusters Score -1270911 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1270976.875000 Penalty: 3016.774170
	Iteration 30Q: 3 clusters Score -1270977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1271041.750000 Penalty: 3016.774170
	Iteration 31Q: 3 clusters Score -1271042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1271099.125000 Penalty: 3016.774170
	Iteration 32Q: 3 clusters Score -1271099 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1271139.250000 Penalty: 3016.774170
	Iteration 33Q: 3 clusters Score -1271139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1271174.500000 Penalty: 3016.774170
	Iteration 34Q: 3 clusters Score -1271174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1271200.500000 Penalty: 3016.774170
	Iteration 35Q: 3 clusters Score -1271200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1271217.250000 Penalty: 3016.774170
	Iteration 36Q: 3 clusters Score -1271217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1271227.625000 Penalty: 3016.774170
	Iteration 37Q: 3 clusters Score -1271228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1271229.500000 Penalty: 3016.774170
	Iteration 38Q: 3 clusters Score -1271230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1271237.750000 Penalty: 3016.774170
	Iteration 39Q: 3 clusters Score -1271238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1271242.750000 Penalty: 3016.774170
	Iteration 40F: 3 clusters Score -1271243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1271245.875000 Penalty: 3016.774170
	Iteration 41Q: 3 clusters Score -1271246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1271250.125000 Penalty: 3016.774170
	Iteration 42Q: 3 clusters Score -1271250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1271250.125000 Penalty: 3016.774170
	Iteration 43Q: 3 clusters Score -1271250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1271253.250000 Penalty: 3016.774170
	Iteration 44Q: 3 clusters Score -1271253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1271254.250000 Penalty: 3016.774170
	Iteration 45Q: 3 clusters Score -1271254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1271254.875000 Penalty: 3016.774170
	Iteration 46Q: 3 clusters Score -1271255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1271257.125000 Penalty: 3016.774170
	Iteration 47Q: 3 clusters Score -1271257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1271254.500000 Penalty: 3016.774170
	Iteration 48Q: 3 clusters Score -1271254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1271256.000000 Penalty: 3016.774170
	Iteration 49Q: 3 clusters Score -1271256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1271257.250000 Penalty: 3016.774170
	Iteration 50Q: 3 clusters Score -1271257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1271257.250000 Penalty: 3016.774170
	Iteration 51F: 3 clusters Score -1271257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -489428.437500 Penalty: 1335.377686
	Iteration 0F: 2 clusters Score -489428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -486305.125000 Penalty: 2670.755371
	Iteration 0F: 3 clusters Score -486305.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487032.187500 Penalty: 2670.755371
	Iteration 1F: 3 clusters Score -487032.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -487196.062500 Penalty: 2670.755371
	Iteration 2F: 3 clusters Score -487196.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -487323.281250 Penalty: 2670.755371
	Iteration 3F: 3 clusters Score -487323.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -487408.375000 Penalty: 2670.755371
	Iteration 4Q: 3 clusters Score -487408.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -487475.781250 Penalty: 2670.755371
	Iteration 5Q: 3 clusters Score -487475.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -487531.656250 Penalty: 2670.755371
	Iteration 6Q: 3 clusters Score -487531.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -487574.750000 Penalty: 2670.755371
	Iteration 7Q: 3 clusters Score -487574.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -487617.187500 Penalty: 2670.755371
	Iteration 8Q: 3 clusters Score -487617.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -487672.343750 Penalty: 2670.755371
	Iteration 9Q: 3 clusters Score -487672.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -487722.093750 Penalty: 2670.755371
	Iteration 10Q: 3 clusters Score -487722.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -487767.312500 Penalty: 2670.755371
	Iteration 11Q: 3 clusters Score -487767.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -487802.062500 Penalty: 2670.755371
	Iteration 12Q: 3 clusters Score -487802.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -487836.375000 Penalty: 2670.755371
	Iteration 13Q: 3 clusters Score -487836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -487859.312500 Penalty: 2670.755371
	Iteration 14Q: 3 clusters Score -487859.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -487880.968750 Penalty: 2670.755371
	Iteration 15Q: 3 clusters Score -487881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -487899.312500 Penalty: 2670.755371
	Iteration 16Q: 3 clusters Score -487899.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -487916.312500 Penalty: 2670.755371
	Iteration 17Q: 3 clusters Score -487916.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -487933.906250 Penalty: 2670.755371
	Iteration 18Q: 3 clusters Score -487933.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -487954.656250 Penalty: 2670.755371
	Iteration 19Q: 3 clusters Score -487954.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -487979.718750 Penalty: 2670.755371
	Iteration 20F: 3 clusters Score -487979.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -488004.312500 Penalty: 2670.755371
	Iteration 21Q: 3 clusters Score -488004.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -488042.468750 Penalty: 2670.755371
	Iteration 22Q: 3 clusters Score -488042.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -488076.031250 Penalty: 2670.755371
	Iteration 23Q: 3 clusters Score -488076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -488112.281250 Penalty: 2670.755371
	Iteration 24Q: 3 clusters Score -488112.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -488139.468750 Penalty: 2670.755371
	Iteration 25Q: 3 clusters Score -488139.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -488162.812500 Penalty: 2670.755371
	Iteration 26Q: 3 clusters Score -488162.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -488182.343750 Penalty: 2670.755371
	Iteration 27Q: 3 clusters Score -488182.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -488199.750000 Penalty: 2670.755371
	Iteration 28Q: 3 clusters Score -488199.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -488216.562500 Penalty: 2670.755371
	Iteration 29Q: 3 clusters Score -488216.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -488236.500000 Penalty: 2670.755371
	Iteration 30Q: 3 clusters Score -488236.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -488254.718750 Penalty: 2670.755371
	Iteration 31Q: 3 clusters Score -488254.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -488265.781250 Penalty: 2670.755371
	Iteration 32Q: 3 clusters Score -488265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -488276.000000 Penalty: 2670.755371
	Iteration 33Q: 3 clusters Score -488276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -488286.531250 Penalty: 2670.755371
	Iteration 34Q: 3 clusters Score -488286.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -488292.312500 Penalty: 2670.755371
	Iteration 35Q: 3 clusters Score -488292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -488297.750000 Penalty: 2670.755371
	Iteration 36Q: 3 clusters Score -488297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -488302.593750 Penalty: 2670.755371
	Iteration 37Q: 3 clusters Score -488302.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -488306.562500 Penalty: 2670.755371
	Iteration 38Q: 3 clusters Score -488306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -488309.531250 Penalty: 2670.755371
	Iteration 39Q: 3 clusters Score -488309.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -488310.250000 Penalty: 2670.755371
	Iteration 40F: 3 clusters Score -488310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -488311.875000 Penalty: 2670.755371
	Iteration 41Q: 3 clusters Score -488311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -488314.218750 Penalty: 2670.755371
	Iteration 42Q: 3 clusters Score -488314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -488315.375000 Penalty: 2670.755371
	Iteration 43Q: 3 clusters Score -488315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488315.250000 Penalty: 2670.755371
	Iteration 44Q: 3 clusters Score -488315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488315.968750 Penalty: 2670.755371
	Iteration 45Q: 3 clusters Score -488316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -488315.812500 Penalty: 2670.755371
	Iteration 46Q: 3 clusters Score -488315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488316.531250 Penalty: 2670.755371
	Iteration 47Q: 3 clusters Score -488316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488316.531250 Penalty: 2670.755371
	Iteration 48F: 3 clusters Score -488316.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -66640.945312 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -66640.95 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 314 members 
Entering Unmasked Estep 
Score: -65512.695312 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -65512.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65755.882812 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -65755.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65836.804688 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -65836.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65877.992188 Penalty: 2093.825439
	Iteration 3Q: 3 clusters Score -65877.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65896.468750 Penalty: 2093.825439
	Iteration 4Q: 3 clusters Score -65896.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65908.054688 Penalty: 2093.825439
	Iteration 5Q: 3 clusters Score -65908.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65909.921875 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -65909.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65912.718750 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -65912.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65913.039062 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -65913.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65913.718750 Penalty: 2093.825439
	Iteration 9Q: 3 clusters Score -65913.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65913.718750 Penalty: 2093.825439
	Iteration 10F: 3 clusters Score -65913.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7200.949707 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7200.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7315.308105 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7315.308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7317.476562 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7317.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7317.476562 Penalty: 1503.116211
	Iteration 3F: 3 clusters Score -7317.477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -85548.703125 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -85548.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84303.304688 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -84303.3 nChanged 183
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: -84495.234375 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -84495.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84550.828125 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -84550.83 nChanged 17
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: -84564.687500 Penalty: 2120.634521
	Iteration 3Q: 3 clusters Score -84564.69 nChanged 6
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: -84571.062500 Penalty: 2120.634521
	Iteration 4Q: 3 clusters Score -84571.06 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: -84572.062500 Penalty: 2120.634521
	Iteration 5Q: 3 clusters Score -84572.06 nChanged 2
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: -84574.148438 Penalty: 2120.634521
	Iteration 6Q: 3 clusters Score -84574.15 nChanged 2
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: -84575.929688 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -84575.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84581.304688 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -84581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84583.789062 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -84583.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84586.257812 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -84586.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84586.257812 Penalty: 2120.634521
	Iteration 11F: 3 clusters Score -84586.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -906982.125000 Penalty: 1436.264648
	Iteration 0F: 2 clusters Score -906982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -901717.562500 Penalty: 2872.529297
	Iteration 0F: 3 clusters Score -901717.6 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -903307.875000 Penalty: 2872.529297
	Iteration 1F: 3 clusters Score -903307.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -903536.125000 Penalty: 2872.529297
	Iteration 2F: 3 clusters Score -903536.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -903706.937500 Penalty: 2872.529297
	Iteration 3F: 3 clusters Score -903706.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -903849.812500 Penalty: 2872.529297
	Iteration 4Q: 3 clusters Score -903849.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -903982.562500 Penalty: 2872.529297
	Iteration 5Q: 3 clusters Score -903982.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -904140.375000 Penalty: 2872.529297
	Iteration 6Q: 3 clusters Score -904140.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -904309.750000 Penalty: 2872.529297
	Iteration 7Q: 3 clusters Score -904309.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -904499.312500 Penalty: 2872.529297
	Iteration 8Q: 3 clusters Score -904499.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -904766.562500 Penalty: 2872.529297
	Iteration 9F: 3 clusters Score -904766.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -905093.062500 Penalty: 2872.529297
	Iteration 10F: 3 clusters Score -905093.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -905392.687500 Penalty: 2872.529297
	Iteration 11F: 3 clusters Score -905392.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -905617.187500 Penalty: 2872.529297
	Iteration 12Q: 3 clusters Score -905617.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -905792.687500 Penalty: 2872.529297
	Iteration 13Q: 3 clusters Score -905792.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -905897.500000 Penalty: 2872.529297
	Iteration 14Q: 3 clusters Score -905897.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -905955.812500 Penalty: 2872.529297
	Iteration 15Q: 3 clusters Score -905955.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -905979.812500 Penalty: 2872.529297
	Iteration 16Q: 3 clusters Score -905979.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -905990.062500 Penalty: 2872.529297
	Iteration 17Q: 3 clusters Score -905990.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -905998.250000 Penalty: 2872.529297
	Iteration 18Q: 3 clusters Score -905998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -906002.000000 Penalty: 2872.529297
	Iteration 19Q: 3 clusters Score -906002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -906005.500000 Penalty: 2872.529297
	Iteration 20F: 3 clusters Score -906005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -906006.250000 Penalty: 2872.529297
	Iteration 21Q: 3 clusters Score -906006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -906010.250000 Penalty: 2872.529297
	Iteration 22Q: 3 clusters Score -906010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -906008.375000 Penalty: 2872.529297
	Iteration 23Q: 3 clusters Score -906008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -906009.625000 Penalty: 2872.529297
	Iteration 24Q: 3 clusters Score -906009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -906008.875000 Penalty: 2872.529297
	Iteration 25Q: 3 clusters Score -906008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -906008.875000 Penalty: 2872.529297
	Iteration 26F: 3 clusters Score -906008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -441315.812500 Penalty: 1326.547852
	Iteration 0F: 2 clusters Score -441315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -438269.343750 Penalty: 2653.095703
	Iteration 0F: 3 clusters Score -438269.3 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -439045.312500 Penalty: 2653.095703
	Iteration 1F: 3 clusters Score -439045.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -439208.437500 Penalty: 2653.095703
	Iteration 2F: 3 clusters Score -439208.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -439375.687500 Penalty: 2653.095703
	Iteration 3F: 3 clusters Score -439375.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -439510.781250 Penalty: 2653.095703
	Iteration 4Q: 3 clusters Score -439510.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -439637.968750 Penalty: 2653.095703
	Iteration 5Q: 3 clusters Score -439638 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -439771.625000 Penalty: 2653.095703
	Iteration 6Q: 3 clusters Score -439771.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -439909.156250 Penalty: 2653.095703
	Iteration 7Q: 3 clusters Score -439909.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -440034.593750 Penalty: 2653.095703
	Iteration 8Q: 3 clusters Score -440034.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -440187.312500 Penalty: 2653.095703
	Iteration 9Q: 3 clusters Score -440187.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -440374.218750 Penalty: 2653.095703
	Iteration 10Q: 3 clusters Score -440374.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -440542.718750 Penalty: 2653.095703
	Iteration 11Q: 3 clusters Score -440542.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -440662.218750 Penalty: 2653.095703
	Iteration 12Q: 3 clusters Score -440662.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -440725.125000 Penalty: 2653.095703
	Iteration 13Q: 3 clusters Score -440725.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -440758.125000 Penalty: 2653.095703
	Iteration 14Q: 3 clusters Score -440758.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -440779.000000 Penalty: 2653.095703
	Iteration 15Q: 3 clusters Score -440779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -440787.062500 Penalty: 2653.095703
	Iteration 16Q: 3 clusters Score -440787.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -440796.343750 Penalty: 2653.095703
	Iteration 17Q: 3 clusters Score -440796.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -440801.750000 Penalty: 2653.095703
	Iteration 18Q: 3 clusters Score -440801.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -440803.968750 Penalty: 2653.095703
	Iteration 19Q: 3 clusters Score -440804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -440806.625000 Penalty: 2653.095703
	Iteration 20F: 3 clusters Score -440806.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -440807.468750 Penalty: 2653.095703
	Iteration 21Q: 3 clusters Score -440807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -440808.531250 Penalty: 2653.095703
	Iteration 22Q: 3 clusters Score -440808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -440808.593750 Penalty: 2653.095703
	Iteration 23Q: 3 clusters Score -440808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -440809.062500 Penalty: 2653.095703
	Iteration 24Q: 3 clusters Score -440809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -440809.062500 Penalty: 2653.095703
	Iteration 25F: 3 clusters Score -440809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (82425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Entering Unmasked Estep 
Score: -10939893.000000 Penalty: 1839.442139
	Iteration 0F: 2 clusters Score -1.093989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -10888835.000000 Penalty: 3678.884277
	Iteration 0F: 3 clusters Score -1.088884e+07 nChanged 39376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -10912017.000000 Penalty: 3678.884277
	Iteration 1F: 3 clusters Score -1.091202e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -10912971.000000 Penalty: 3678.884277
	Iteration 2Q: 3 clusters Score -1.091297e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -10914008.000000 Penalty: 3678.884277
	Iteration 3Q: 3 clusters Score -1.091401e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -10915329.000000 Penalty: 3678.884277
	Iteration 4Q: 3 clusters Score -1.091533e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -10917181.000000 Penalty: 3678.884277
	Iteration 5Q: 3 clusters Score -1.091718e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -10919958.000000 Penalty: 3678.884277
	Iteration 6F: 3 clusters Score -1.091996e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -10924264.000000 Penalty: 3678.884277
	Iteration 7F: 3 clusters Score -1.092426e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -10930138.000000 Penalty: 3678.884277
	Iteration 8F: 3 clusters Score -1.093014e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -10934961.000000 Penalty: 3678.884277
	Iteration 9F: 3 clusters Score -1.093496e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -10937143.000000 Penalty: 3678.884277
	Iteration 10Q: 3 clusters Score -1.093714e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -10938347.000000 Penalty: 3678.884277
	Iteration 11Q: 3 clusters Score -1.093835e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -10939241.000000 Penalty: 3678.884277
	Iteration 12Q: 3 clusters Score -1.093924e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -10939949.000000 Penalty: 3678.884277
	Iteration 13Q: 3 clusters Score -1.093995e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -10940295.000000 Penalty: 3678.884277
	Iteration 14Q: 3 clusters Score -1.09403e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -10940535.000000 Penalty: 3678.884277
	Iteration 15Q: 3 clusters Score -1.094054e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -10940682.000000 Penalty: 3678.884277
	Iteration 16Q: 3 clusters Score -1.094068e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -10940691.000000 Penalty: 3678.884277
	Iteration 17Q: 3 clusters Score -1.094069e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -10940759.000000 Penalty: 3678.884277
	Iteration 18Q: 3 clusters Score -1.094076e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -10940818.000000 Penalty: 3678.884277
	Iteration 19Q: 3 clusters Score -1.094082e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -10940851.000000 Penalty: 3678.884277
	Iteration 20F: 3 clusters Score -1.094085e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -10940834.000000 Penalty: 3678.884277
	Iteration 21Q: 3 clusters Score -1.094083e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -10940838.000000 Penalty: 3678.884277
	Iteration 22Q: 3 clusters Score -1.094084e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -10940837.000000 Penalty: 3678.884277
	Iteration 23Q: 3 clusters Score -1.094084e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -10940835.000000 Penalty: 3678.884277
	Iteration 24Q: 3 clusters Score -1.094084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -10940859.000000 Penalty: 3678.884277
	Iteration 25Q: 3 clusters Score -1.094086e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -10940858.000000 Penalty: 3678.884277
	Iteration 26Q: 3 clusters Score -1.094086e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -10940849.000000 Penalty: 3678.884277
	Iteration 27Q: 3 clusters Score -1.094085e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -10940851.000000 Penalty: 3678.884277
	Iteration 28Q: 3 clusters Score -1.094085e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -10940858.000000 Penalty: 3678.884277
	Iteration 29Q: 3 clusters Score -1.094086e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -10940846.000000 Penalty: 3678.884277
	Iteration 30Q: 3 clusters Score -1.094085e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -10940841.000000 Penalty: 3678.884277
	Iteration 31Q: 3 clusters Score -1.094084e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -10940838.000000 Penalty: 3678.884277
	Iteration 32Q: 3 clusters Score -1.094084e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -10940851.000000 Penalty: 3678.884277
	Iteration 33Q: 3 clusters Score -1.094085e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -10940845.000000 Penalty: 3678.884277
	Iteration 34Q: 3 clusters Score -1.094084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -10940848.000000 Penalty: 3678.884277
	Iteration 35Q: 3 clusters Score -1.094085e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -10940829.000000 Penalty: 3678.884277
	Iteration 36Q: 3 clusters Score -1.094083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -10940842.000000 Penalty: 3678.884277
	Iteration 37Q: 3 clusters Score -1.094084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -10940821.000000 Penalty: 3678.884277
	Iteration 38Q: 3 clusters Score -1.094082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -10940806.000000 Penalty: 3678.884277
	Iteration 39Q: 3 clusters Score -1.094081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -10940816.000000 Penalty: 3678.884277
	Iteration 40F: 3 clusters Score -1.094082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -10940804.000000 Penalty: 3678.884277
	Iteration 41Q: 3 clusters Score -1.09408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -10940814.000000 Penalty: 3678.884277
	Iteration 42Q: 3 clusters Score -1.094081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -10940820.000000 Penalty: 3678.884277
	Iteration 43Q: 3 clusters Score -1.094082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -10940813.000000 Penalty: 3678.884277
	Iteration 44Q: 3 clusters Score -1.094081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -10940815.000000 Penalty: 3678.884277
	Iteration 45Q: 3 clusters Score -1.094082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -10940827.000000 Penalty: 3678.884277
	Iteration 46Q: 3 clusters Score -1.094083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -10940823.000000 Penalty: 3678.884277
	Iteration 47Q: 3 clusters Score -1.094082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -10940820.000000 Penalty: 3678.884277
	Iteration 48Q: 3 clusters Score -1.094082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -10940811.000000 Penalty: 3678.884277
	Iteration 49Q: 3 clusters Score -1.094081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -10940804.000000 Penalty: 3678.884277
	Iteration 50Q: 3 clusters Score -1.09408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -10940796.000000 Penalty: 3678.884277
	Iteration 51Q: 3 clusters Score -1.09408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -10940790.000000 Penalty: 3678.884277
	Iteration 52Q: 3 clusters Score -1.094079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -10940803.000000 Penalty: 3678.884277
	Iteration 53Q: 3 clusters Score -1.09408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -10940787.000000 Penalty: 3678.884277
	Iteration 54Q: 3 clusters Score -1.094079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -10940788.000000 Penalty: 3678.884277
	Iteration 55Q: 3 clusters Score -1.094079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -10940786.000000 Penalty: 3678.884277
	Iteration 56Q: 3 clusters Score -1.094079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -10940786.000000 Penalty: 3678.884277
	Iteration 57Q: 3 clusters Score -1.094079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -10940788.000000 Penalty: 3678.884277
	Iteration 58Q: 3 clusters Score -1.094079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -10940788.000000 Penalty: 3678.884277
	Iteration 59Q: 3 clusters Score -1.094079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -10940800.000000 Penalty: 3678.884277
	Iteration 60F: 3 clusters Score -1.09408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -10940794.000000 Penalty: 3678.884277
	Iteration 61Q: 3 clusters Score -1.094079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -10940782.000000 Penalty: 3678.884277
	Iteration 62Q: 3 clusters Score -1.094078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -10940785.000000 Penalty: 3678.884277
	Iteration 63Q: 3 clusters Score -1.094078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -10940789.000000 Penalty: 3678.884277
	Iteration 64Q: 3 clusters Score -1.094079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -10940789.000000 Penalty: 3678.884277
	Iteration 65Q: 3 clusters Score -1.094079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -10940789.000000 Penalty: 3678.884277
	Iteration 66F: 3 clusters Score -1.094079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 5 contains 75489 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40655 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 32421 members 
Mstep: Class 10 contains 63742 members 
Mstep: Class 11 contains 73796 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 24360 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 83782 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 90568 members 
Mstep: Class 22 contains 53714 members 
Mstep: Class 23 contains 70331 members 
Mstep: Class 24 contains 35166 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 47126 members 
Mstep: Class 29 contains 14591 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39900 members 
Mstep: Class 32 contains 63114 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 2491 members 
Mstep: Class 36 contains 10747 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 3510 members 
Mstep: Class 43 contains 28711 members 
Entering Unmasked Estep 
Score: -127773528.000000 Penalty: 96539.859375
Splitting cluster 43 changes total score from -127773920.000000 to -127773528.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 5 contains 75489 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40655 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 32421 members 
Mstep: Class 10 contains 63742 members 
Mstep: Class 11 contains 73796 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 24360 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 83782 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 90568 members 
Mstep: Class 23 contains 70331 members 
Mstep: Class 24 contains 35166 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 47126 members 
Mstep: Class 29 contains 14591 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 39900 members 
Mstep: Class 32 contains 63114 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 2491 members 
Mstep: Class 36 contains 10747 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6895 members 
Mstep: Class 42 contains 3510 members 
Mstep: Class 43 contains 82425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773752.000000 Penalty: 94294.750000
Iteration 239Q: 43 clusters Score -1.277738e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23378 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 76289 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40667 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 32295 members 
Mstep: Class 10 contains 63747 members 
Mstep: Class 11 contains 73772 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 24353 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 83748 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 8985 members 
Mstep: Class 21 contains 90763 members 
Mstep: Class 23 contains 70335 members 
Mstep: Class 24 contains 35079 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 47139 members 
Mstep: Class 29 contains 13840 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 40071 members 
Mstep: Class 32 contains 63060 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 2490 members 
Mstep: Class 36 contains 10757 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6877 members 
Mstep: Class 42 contains 3513 members 
Mstep: Class 43 contains 82505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773936.000000 Penalty: 94294.750000
Iteration 240F: 43 clusters Score -1.277739e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23378 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 77148 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40663 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 32147 members 
Mstep: Class 10 contains 63720 members 
Mstep: Class 11 contains 73754 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 24332 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 6898 members 
Mstep: Class 17 contains 83617 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 8982 members 
Mstep: Class 21 contains 91101 members 
Mstep: Class 23 contains 70337 members 
Mstep: Class 24 contains 34971 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 7020 members 
Mstep: Class 28 contains 47146 members 
Mstep: Class 29 contains 12996 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 40228 members 
Mstep: Class 32 contains 63047 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 2487 members 
Mstep: Class 36 contains 10754 members 
Mstep: Class 37 contains 3708 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 3518 members 
Mstep: Class 43 contains 82646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773720.000000 Penalty: 94294.750000
Iteration 241Q: 43 clusters Score -1.277737e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23373 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 77952 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40698 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 63710 members 
Mstep: Class 11 contains 73722 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 24325 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 83430 members 
Mstep: Class 18 contains 17145 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 91434 members 
Mstep: Class 23 contains 70336 members 
Mstep: Class 24 contains 34848 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6939 members 
Mstep: Class 28 contains 47143 members 
Mstep: Class 29 contains 12207 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 40397 members 
Mstep: Class 32 contains 63067 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 2484 members 
Mstep: Class 36 contains 10759 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6832 members 
Mstep: Class 42 contains 3522 members 
Mstep: Class 43 contains 82773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773304.000000 Penalty: 94294.750000
Iteration 242Q: 43 clusters Score -1.277733e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23368 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 78708 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40740 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 31890 members 
Mstep: Class 10 contains 63718 members 
Mstep: Class 11 contains 73679 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 24314 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 83273 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 8971 members 
Mstep: Class 21 contains 91782 members 
Mstep: Class 23 contains 70315 members 
Mstep: Class 24 contains 34719 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6843 members 
Mstep: Class 28 contains 47143 members 
Mstep: Class 29 contains 11437 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 40561 members 
Mstep: Class 32 contains 63105 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 2481 members 
Mstep: Class 36 contains 10760 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6805 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 82873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773096.000000 Penalty: 94294.750000
Iteration 243Q: 43 clusters Score -1.277731e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23361 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 79439 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40790 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 31775 members 
Mstep: Class 10 contains 63716 members 
Mstep: Class 11 contains 73624 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 24308 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 83091 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 8968 members 
Mstep: Class 21 contains 92103 members 
Mstep: Class 23 contains 70284 members 
Mstep: Class 24 contains 34577 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 47137 members 
Mstep: Class 29 contains 10732 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 40701 members 
Mstep: Class 32 contains 63176 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 2480 members 
Mstep: Class 36 contains 10759 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6785 members 
Mstep: Class 42 contains 3527 members 
Mstep: Class 43 contains 82971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772160.000000 Penalty: 94294.750000
Iteration 244Q: 43 clusters Score -1.277722e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23362 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 80199 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40817 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 31646 members 
Mstep: Class 10 contains 63710 members 
Mstep: Class 11 contains 73552 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 24302 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 82892 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 8973 members 
Mstep: Class 21 contains 92380 members 
Mstep: Class 23 contains 70273 members 
Mstep: Class 24 contains 34422 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 47155 members 
Mstep: Class 29 contains 10072 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 40872 members 
Mstep: Class 32 contains 63233 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 2478 members 
Mstep: Class 36 contains 10755 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771760.000000 Penalty: 94294.750000
Iteration 245Q: 43 clusters Score -1.277718e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 80938 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40864 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 31512 members 
Mstep: Class 10 contains 63695 members 
Mstep: Class 11 contains 73500 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 24303 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 82734 members 
Mstep: Class 18 contains 17179 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 8971 members 
Mstep: Class 21 contains 92598 members 
Mstep: Class 23 contains 70263 members 
Mstep: Class 24 contains 34271 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6573 members 
Mstep: Class 28 contains 47178 members 
Mstep: Class 29 contains 9469 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 41027 members 
Mstep: Class 32 contains 63255 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 2474 members 
Mstep: Class 36 contains 10750 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6742 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771504.000000 Penalty: 94294.750000
Iteration 246Q: 43 clusters Score -1.277715e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 5 contains 81667 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40906 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 31369 members 
Mstep: Class 10 contains 63668 members 
Mstep: Class 11 contains 73414 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 24308 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 82572 members 
Mstep: Class 18 contains 17176 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 92782 members 
Mstep: Class 23 contains 70289 members 
Mstep: Class 24 contains 34097 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6485 members 
Mstep: Class 28 contains 47195 members 
Mstep: Class 29 contains 8919 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 41232 members 
Mstep: Class 32 contains 63312 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 2470 members 
Mstep: Class 36 contains 10751 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 6720 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770976.000000 Penalty: 94294.750000
Iteration 247Q: 43 clusters Score -1.27771e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 82392 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40956 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 31235 members 
Mstep: Class 10 contains 63628 members 
Mstep: Class 11 contains 73324 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 24309 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 82409 members 
Mstep: Class 18 contains 17168 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 8950 members 
Mstep: Class 21 contains 92933 members 
Mstep: Class 23 contains 70302 members 
Mstep: Class 24 contains 33932 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6391 members 
Mstep: Class 28 contains 47217 members 
Mstep: Class 29 contains 8412 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 41441 members 
Mstep: Class 32 contains 63352 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 2468 members 
Mstep: Class 36 contains 10752 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 683 members 
Mstep: Class 41 contains 6704 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770656.000000 Penalty: 94294.750000
Iteration 248Q: 43 clusters Score -1.277707e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23351 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 83081 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 40994 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 31081 members 
Mstep: Class 10 contains 63579 members 
Mstep: Class 11 contains 73287 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 24308 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 6461 members 
Mstep: Class 17 contains 82186 members 
Mstep: Class 18 contains 17154 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 8935 members 
Mstep: Class 21 contains 93090 members 
Mstep: Class 23 contains 70332 members 
Mstep: Class 24 contains 33776 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6308 members 
Mstep: Class 28 contains 47242 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 41646 members 
Mstep: Class 32 contains 63378 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 2470 members 
Mstep: Class 36 contains 10747 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 6687 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770248.000000 Penalty: 94294.750000
Iteration 249Q: 43 clusters Score -1.277702e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23350 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 83753 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41055 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 30914 members 
Mstep: Class 10 contains 63533 members 
Mstep: Class 11 contains 73220 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 24299 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 81998 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 8927 members 
Mstep: Class 21 contains 93172 members 
Mstep: Class 23 contains 70357 members 
Mstep: Class 24 contains 33635 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6211 members 
Mstep: Class 28 contains 47260 members 
Mstep: Class 29 contains 7604 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 41880 members 
Mstep: Class 32 contains 63402 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4789 members 
Mstep: Class 35 contains 2469 members 
Mstep: Class 36 contains 10742 members 
Mstep: Class 37 contains 3729 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 684 members 
Mstep: Class 41 contains 6674 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770360.000000 Penalty: 94294.750000
Iteration 250Q: 43 clusters Score -1.277704e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 84358 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41130 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 30770 members 
Mstep: Class 10 contains 63495 members 
Mstep: Class 11 contains 73138 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6844 members 
Mstep: Class 14 contains 24293 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 81834 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 8913 members 
Mstep: Class 21 contains 93232 members 
Mstep: Class 23 contains 70349 members 
Mstep: Class 24 contains 33490 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 47267 members 
Mstep: Class 29 contains 7275 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 42117 members 
Mstep: Class 32 contains 63415 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4791 members 
Mstep: Class 35 contains 2467 members 
Mstep: Class 36 contains 10738 members 
Mstep: Class 37 contains 3722 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 685 members 
Mstep: Class 41 contains 6656 members 
Mstep: Class 42 contains 3529 members 
Mstep: Class 43 contains 83684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770096.000000 Penalty: 94294.750000
Iteration 251Q: 43 clusters Score -1.277701e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23342 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 84880 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41190 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 30621 members 
Mstep: Class 10 contains 63461 members 
Mstep: Class 11 contains 73088 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 6847 members 
Mstep: Class 14 contains 24280 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 81673 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 93345 members 
Mstep: Class 23 contains 70350 members 
Mstep: Class 24 contains 33309 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 6033 members 
Mstep: Class 28 contains 47275 members 
Mstep: Class 29 contains 6944 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 42374 members 
Mstep: Class 32 contains 63486 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4787 members 
Mstep: Class 35 contains 2466 members 
Mstep: Class 36 contains 10736 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6640 members 
Mstep: Class 42 contains 3530 members 
Mstep: Class 43 contains 83744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769984.000000 Penalty: 94294.750000
Iteration 252Q: 43 clusters Score -1.2777e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 85452 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41233 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 30502 members 
Mstep: Class 10 contains 63428 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 24253 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 81495 members 
Mstep: Class 18 contains 17154 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 8912 members 
Mstep: Class 21 contains 93377 members 
Mstep: Class 23 contains 70331 members 
Mstep: Class 24 contains 33145 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 47276 members 
Mstep: Class 29 contains 6684 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 42626 members 
Mstep: Class 32 contains 63514 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4785 members 
Mstep: Class 35 contains 2462 members 
Mstep: Class 36 contains 10741 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6624 members 
Mstep: Class 42 contains 3531 members 
Mstep: Class 43 contains 83819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769976.000000 Penalty: 94294.750000
Iteration 253Q: 43 clusters Score -1.2777e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23342 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 85947 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41295 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 30370 members 
Mstep: Class 10 contains 63419 members 
Mstep: Class 11 contains 73044 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 24242 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 6163 members 
Mstep: Class 17 contains 81327 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8928 members 
Mstep: Class 21 contains 93367 members 
Mstep: Class 23 contains 70318 members 
Mstep: Class 24 contains 32986 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5867 members 
Mstep: Class 28 contains 47296 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 42858 members 
Mstep: Class 32 contains 63537 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4784 members 
Mstep: Class 35 contains 2454 members 
Mstep: Class 36 contains 10741 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6590 members 
Mstep: Class 42 contains 3534 members 
Mstep: Class 43 contains 83895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769632.000000 Penalty: 94294.750000
Iteration 254Q: 43 clusters Score -1.277696e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 86450 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41364 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 30243 members 
Mstep: Class 10 contains 63410 members 
Mstep: Class 11 contains 73009 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6832 members 
Mstep: Class 14 contains 24228 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 6113 members 
Mstep: Class 17 contains 81180 members 
Mstep: Class 18 contains 17120 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8939 members 
Mstep: Class 21 contains 93300 members 
Mstep: Class 23 contains 70316 members 
Mstep: Class 24 contains 32822 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5797 members 
Mstep: Class 28 contains 47318 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 43097 members 
Mstep: Class 32 contains 63554 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4787 members 
Mstep: Class 35 contains 2446 members 
Mstep: Class 36 contains 10740 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6565 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 83954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769528.000000 Penalty: 94294.750000
Iteration 255Q: 43 clusters Score -1.277695e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23353 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 86891 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41429 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 30096 members 
Mstep: Class 10 contains 63412 members 
Mstep: Class 11 contains 73019 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 24205 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 81048 members 
Mstep: Class 18 contains 17109 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8942 members 
Mstep: Class 21 contains 93245 members 
Mstep: Class 23 contains 70293 members 
Mstep: Class 24 contains 32630 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 47323 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 43350 members 
Mstep: Class 32 contains 63585 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4787 members 
Mstep: Class 35 contains 2440 members 
Mstep: Class 36 contains 10739 members 
Mstep: Class 37 contains 3744 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6549 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769496.000000 Penalty: 94294.750000
Iteration 256Q: 43 clusters Score -1.277695e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23355 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 87300 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41517 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 63409 members 
Mstep: Class 11 contains 73004 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 24190 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 80938 members 
Mstep: Class 18 contains 17110 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8949 members 
Mstep: Class 21 contains 93200 members 
Mstep: Class 23 contains 70276 members 
Mstep: Class 24 contains 32462 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5682 members 
Mstep: Class 28 contains 47313 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 43653 members 
Mstep: Class 32 contains 63561 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4785 members 
Mstep: Class 35 contains 2432 members 
Mstep: Class 36 contains 10737 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6537 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769416.000000 Penalty: 94294.750000
Iteration 257Q: 43 clusters Score -1.277694e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 87673 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41632 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 29800 members 
Mstep: Class 10 contains 63422 members 
Mstep: Class 11 contains 73006 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 6847 members 
Mstep: Class 14 contains 24182 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 80805 members 
Mstep: Class 18 contains 17107 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 8953 members 
Mstep: Class 21 contains 93187 members 
Mstep: Class 23 contains 70251 members 
Mstep: Class 24 contains 32297 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5629 members 
Mstep: Class 28 contains 47313 members 
Mstep: Class 29 contains 5816 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 43924 members 
Mstep: Class 32 contains 63541 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4787 members 
Mstep: Class 35 contains 2424 members 
Mstep: Class 36 contains 10733 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6528 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769400.000000 Penalty: 94294.750000
Iteration 258Q: 43 clusters Score -1.277694e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 88027 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41723 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 29657 members 
Mstep: Class 10 contains 63411 members 
Mstep: Class 11 contains 73030 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 6853 members 
Mstep: Class 14 contains 24180 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 80683 members 
Mstep: Class 18 contains 17099 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 93200 members 
Mstep: Class 23 contains 70243 members 
Mstep: Class 24 contains 32129 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 47300 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 44208 members 
Mstep: Class 32 contains 63499 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4785 members 
Mstep: Class 35 contains 2417 members 
Mstep: Class 36 contains 10729 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6526 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769536.000000 Penalty: 94294.750000
Iteration 259Q: 43 clusters Score -1.277695e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 88332 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41815 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 29520 members 
Mstep: Class 10 contains 63413 members 
Mstep: Class 11 contains 73083 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5822 members 
Mstep: Class 17 contains 80565 members 
Mstep: Class 18 contains 17094 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8957 members 
Mstep: Class 21 contains 93222 members 
Mstep: Class 23 contains 70255 members 
Mstep: Class 24 contains 31968 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5521 members 
Mstep: Class 28 contains 47302 members 
Mstep: Class 29 contains 5552 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 44484 members 
Mstep: Class 32 contains 63408 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4784 members 
Mstep: Class 35 contains 2411 members 
Mstep: Class 36 contains 10727 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769504.000000 Penalty: 94294.750000
Iteration 260F: 43 clusters Score -1.277695e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23352 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 88593 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 41938 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 29365 members 
Mstep: Class 10 contains 63413 members 
Mstep: Class 11 contains 73099 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 24168 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 80480 members 
Mstep: Class 18 contains 17098 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8942 members 
Mstep: Class 21 contains 93253 members 
Mstep: Class 23 contains 70257 members 
Mstep: Class 24 contains 31807 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5477 members 
Mstep: Class 28 contains 47312 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 44775 members 
Mstep: Class 32 contains 63350 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4791 members 
Mstep: Class 35 contains 2409 members 
Mstep: Class 36 contains 10724 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6517 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769744.000000 Penalty: 94294.750000
Iteration 261Q: 43 clusters Score -1.277697e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 88835 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42096 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 29209 members 
Mstep: Class 10 contains 63395 members 
Mstep: Class 11 contains 73113 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 24174 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 80357 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 93321 members 
Mstep: Class 23 contains 70228 members 
Mstep: Class 24 contains 31638 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5422 members 
Mstep: Class 28 contains 47327 members 
Mstep: Class 29 contains 5305 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 45054 members 
Mstep: Class 32 contains 63306 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 2408 members 
Mstep: Class 36 contains 10725 members 
Mstep: Class 37 contains 3780 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6516 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769504.000000 Penalty: 94294.750000
Iteration 262Q: 43 clusters Score -1.277695e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23345 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 89064 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42249 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 29040 members 
Mstep: Class 10 contains 63385 members 
Mstep: Class 11 contains 73128 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 6856 members 
Mstep: Class 14 contains 24181 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 80249 members 
Mstep: Class 18 contains 17104 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 8927 members 
Mstep: Class 21 contains 93395 members 
Mstep: Class 23 contains 70203 members 
Mstep: Class 24 contains 31473 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5373 members 
Mstep: Class 28 contains 47325 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 45330 members 
Mstep: Class 32 contains 63256 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4793 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 10728 members 
Mstep: Class 37 contains 3788 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6513 members 
Mstep: Class 42 contains 3535 members 
Mstep: Class 43 contains 84136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769240.000000 Penalty: 94294.750000
Iteration 263Q: 43 clusters Score -1.277692e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23349 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 89272 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42378 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 28860 members 
Mstep: Class 10 contains 63368 members 
Mstep: Class 11 contains 73073 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 24188 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 80159 members 
Mstep: Class 18 contains 17106 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 93483 members 
Mstep: Class 23 contains 70203 members 
Mstep: Class 24 contains 31306 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5336 members 
Mstep: Class 28 contains 47340 members 
Mstep: Class 29 contains 5097 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 45634 members 
Mstep: Class 32 contains 63199 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 10725 members 
Mstep: Class 37 contains 3792 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6508 members 
Mstep: Class 42 contains 3536 members 
Mstep: Class 43 contains 84179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769216.000000 Penalty: 94294.750000
Iteration 264Q: 43 clusters Score -1.277692e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 89464 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42530 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 28686 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 73022 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 24175 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 17 contains 80052 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 2525 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 93568 members 
Mstep: Class 23 contains 70185 members 
Mstep: Class 24 contains 31115 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5289 members 
Mstep: Class 28 contains 47357 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 45922 members 
Mstep: Class 32 contains 63207 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 10719 members 
Mstep: Class 37 contains 3791 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6500 members 
Mstep: Class 42 contains 3537 members 
Mstep: Class 43 contains 84220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768952.000000 Penalty: 94294.750000
Iteration 265Q: 43 clusters Score -1.27769e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23338 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 89652 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42693 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 10 contains 63339 members 
Mstep: Class 11 contains 73004 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 24165 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 79954 members 
Mstep: Class 18 contains 17115 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 8915 members 
Mstep: Class 21 contains 93657 members 
Mstep: Class 23 contains 70152 members 
Mstep: Class 24 contains 30873 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5228 members 
Mstep: Class 28 contains 47358 members 
Mstep: Class 29 contains 4904 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 46220 members 
Mstep: Class 32 contains 63284 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4793 members 
Mstep: Class 35 contains 2389 members 
Mstep: Class 36 contains 10717 members 
Mstep: Class 37 contains 3790 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6493 members 
Mstep: Class 42 contains 3539 members 
Mstep: Class 43 contains 84270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768688.000000 Penalty: 94294.750000
Iteration 266Q: 43 clusters Score -1.277687e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23344 members 
Mstep: Class 4 contains 3587 members 
Mstep: Class 5 contains 89830 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42815 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 63330 members 
Mstep: Class 11 contains 72941 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 24152 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 79871 members 
Mstep: Class 18 contains 17126 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 8915 members 
Mstep: Class 21 contains 93720 members 
Mstep: Class 23 contains 70142 members 
Mstep: Class 24 contains 30663 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5177 members 
Mstep: Class 28 contains 47382 members 
Mstep: Class 29 contains 4816 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 46569 members 
Mstep: Class 32 contains 63315 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 2380 members 
Mstep: Class 36 contains 10714 members 
Mstep: Class 37 contains 3794 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6479 members 
Mstep: Class 42 contains 3541 members 
Mstep: Class 43 contains 84313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768552.000000 Penalty: 94294.750000
Iteration 267Q: 43 clusters Score -1.277686e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23348 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 89999 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 42964 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 28136 members 
Mstep: Class 10 contains 63322 members 
Mstep: Class 11 contains 72910 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 24137 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 5367 members 
Mstep: Class 17 contains 79743 members 
Mstep: Class 18 contains 17137 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 8906 members 
Mstep: Class 21 contains 93794 members 
Mstep: Class 23 contains 70135 members 
Mstep: Class 24 contains 30462 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5124 members 
Mstep: Class 28 contains 47390 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 46920 members 
Mstep: Class 32 contains 63348 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 2377 members 
Mstep: Class 36 contains 10714 members 
Mstep: Class 37 contains 3795 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6472 members 
Mstep: Class 42 contains 3542 members 
Mstep: Class 43 contains 84327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768584.000000 Penalty: 94294.750000
Iteration 268Q: 43 clusters Score -1.277686e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 90137 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43110 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 27917 members 
Mstep: Class 10 contains 63326 members 
Mstep: Class 11 contains 72879 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 24123 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 79654 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 93891 members 
Mstep: Class 23 contains 70142 members 
Mstep: Class 24 contains 30282 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 47399 members 
Mstep: Class 29 contains 4663 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 47316 members 
Mstep: Class 32 contains 63320 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 10710 members 
Mstep: Class 37 contains 3788 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6458 members 
Mstep: Class 42 contains 3542 members 
Mstep: Class 43 contains 84362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768896.000000 Penalty: 94294.750000
Iteration 269Q: 43 clusters Score -1.277689e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23341 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 90266 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43232 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 27733 members 
Mstep: Class 10 contains 63324 members 
Mstep: Class 11 contains 72816 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 24112 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 79567 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 8902 members 
Mstep: Class 21 contains 93996 members 
Mstep: Class 23 contains 70136 members 
Mstep: Class 24 contains 30112 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 47397 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 47687 members 
Mstep: Class 32 contains 63331 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 2372 members 
Mstep: Class 36 contains 10707 members 
Mstep: Class 37 contains 3791 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6436 members 
Mstep: Class 42 contains 3542 members 
Mstep: Class 43 contains 84433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769080.000000 Penalty: 94294.750000
Iteration 270Q: 43 clusters Score -1.277691e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23332 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 90391 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43348 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 27556 members 
Mstep: Class 10 contains 63327 members 
Mstep: Class 11 contains 72786 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 24101 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 79471 members 
Mstep: Class 18 contains 17137 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 8898 members 
Mstep: Class 21 contains 94090 members 
Mstep: Class 23 contains 70145 members 
Mstep: Class 24 contains 29954 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4956 members 
Mstep: Class 28 contains 47387 members 
Mstep: Class 29 contains 4481 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 48041 members 
Mstep: Class 32 contains 63335 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 10708 members 
Mstep: Class 37 contains 3791 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6412 members 
Mstep: Class 42 contains 3543 members 
Mstep: Class 43 contains 84460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768944.000000 Penalty: 94294.750000
Iteration 271Q: 43 clusters Score -1.277689e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 90499 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43466 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 27367 members 
Mstep: Class 10 contains 63340 members 
Mstep: Class 11 contains 72799 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 24090 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 5092 members 
Mstep: Class 17 contains 79363 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 8897 members 
Mstep: Class 21 contains 94216 members 
Mstep: Class 23 contains 70155 members 
Mstep: Class 24 contains 29807 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4906 members 
Mstep: Class 28 contains 47376 members 
Mstep: Class 29 contains 4406 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 48359 members 
Mstep: Class 32 contains 63325 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 2367 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 3784 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6398 members 
Mstep: Class 42 contains 3544 members 
Mstep: Class 43 contains 84466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769048.000000 Penalty: 94294.750000
Iteration 272Q: 43 clusters Score -1.27769e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 90567 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43589 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 27193 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 72853 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 24087 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 5045 members 
Mstep: Class 17 contains 79241 members 
Mstep: Class 18 contains 17131 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 94347 members 
Mstep: Class 23 contains 70147 members 
Mstep: Class 24 contains 29602 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4863 members 
Mstep: Class 28 contains 47351 members 
Mstep: Class 29 contains 4339 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 48699 members 
Mstep: Class 32 contains 63355 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 2366 members 
Mstep: Class 36 contains 10702 members 
Mstep: Class 37 contains 3777 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6384 members 
Mstep: Class 42 contains 3547 members 
Mstep: Class 43 contains 84443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769088.000000 Penalty: 94294.750000
Iteration 273Q: 43 clusters Score -1.277691e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 90605 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43739 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 27005 members 
Mstep: Class 10 contains 63372 members 
Mstep: Class 11 contains 72929 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 79117 members 
Mstep: Class 18 contains 17132 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 94485 members 
Mstep: Class 23 contains 70115 members 
Mstep: Class 24 contains 29401 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4835 members 
Mstep: Class 28 contains 47330 members 
Mstep: Class 29 contains 4280 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 49054 members 
Mstep: Class 32 contains 63386 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 3771 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6366 members 
Mstep: Class 42 contains 3548 members 
Mstep: Class 43 contains 84386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769168.000000 Penalty: 94294.750000
Iteration 274Q: 43 clusters Score -1.277692e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 90677 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 43908 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26823 members 
Mstep: Class 10 contains 63394 members 
Mstep: Class 11 contains 73011 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 24080 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4957 members 
Mstep: Class 17 contains 78984 members 
Mstep: Class 18 contains 17125 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 94605 members 
Mstep: Class 23 contains 70056 members 
Mstep: Class 24 contains 29206 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4794 members 
Mstep: Class 28 contains 47305 members 
Mstep: Class 29 contains 4224 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 49416 members 
Mstep: Class 32 contains 63391 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 10702 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6355 members 
Mstep: Class 42 contains 3549 members 
Mstep: Class 43 contains 84327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769056.000000 Penalty: 94294.750000
Iteration 275Q: 43 clusters Score -1.277691e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 90767 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44069 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26653 members 
Mstep: Class 10 contains 63406 members 
Mstep: Class 11 contains 73124 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 24072 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 78877 members 
Mstep: Class 18 contains 17115 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 8895 members 
Mstep: Class 21 contains 94665 members 
Mstep: Class 23 contains 70008 members 
Mstep: Class 24 contains 29032 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4760 members 
Mstep: Class 28 contains 47280 members 
Mstep: Class 29 contains 4181 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 49772 members 
Mstep: Class 32 contains 63358 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 10700 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6334 members 
Mstep: Class 42 contains 3549 members 
Mstep: Class 43 contains 84253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768744.000000 Penalty: 94294.750000
Iteration 276Q: 43 clusters Score -1.277687e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 90825 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44217 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26492 members 
Mstep: Class 10 contains 63415 members 
Mstep: Class 11 contains 73284 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6847 members 
Mstep: Class 14 contains 24077 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 78778 members 
Mstep: Class 18 contains 17111 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8903 members 
Mstep: Class 21 contains 94749 members 
Mstep: Class 23 contains 69950 members 
Mstep: Class 24 contains 28859 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4720 members 
Mstep: Class 28 contains 47246 members 
Mstep: Class 29 contains 4137 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 50172 members 
Mstep: Class 32 contains 63296 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 10699 members 
Mstep: Class 37 contains 3770 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6307 members 
Mstep: Class 42 contains 3550 members 
Mstep: Class 43 contains 84129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768808.000000 Penalty: 94294.750000
Iteration 277Q: 43 clusters Score -1.277688e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23326 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 90866 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26312 members 
Mstep: Class 10 contains 63438 members 
Mstep: Class 11 contains 73528 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 24074 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 78685 members 
Mstep: Class 18 contains 17104 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8910 members 
Mstep: Class 21 contains 94839 members 
Mstep: Class 23 contains 69904 members 
Mstep: Class 24 contains 28662 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4675 members 
Mstep: Class 28 contains 47216 members 
Mstep: Class 29 contains 4090 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 50561 members 
Mstep: Class 32 contains 63237 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 10700 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6283 members 
Mstep: Class 42 contains 3550 members 
Mstep: Class 43 contains 83974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769160.000000 Penalty: 94294.750000
Iteration 278Q: 43 clusters Score -1.277692e+08 nChanged 2196
Entering ConstructFrom: 
Score: -127769160.000000 Penalty: 94294.750000
Entering ConstructFrom: 
Trying to split cluster 1 (27360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Entering Unmasked Estep 
Score: -3476899.250000 Penalty: 1660.235962
	Iteration 0F: 2 clusters Score -3476899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3458396.500000 Penalty: 3320.471924
	Iteration 0F: 3 clusters Score -3458396 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3465737.500000 Penalty: 3320.471924
	Iteration 1F: 3 clusters Score -3465738 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3466564.250000 Penalty: 3320.471924
	Iteration 2F: 3 clusters Score -3466564 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3467661.000000 Penalty: 3320.471924
	Iteration 3F: 3 clusters Score -3467661 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3469072.000000 Penalty: 3320.471924
	Iteration 4F: 3 clusters Score -3469072 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3470739.750000 Penalty: 3320.471924
	Iteration 5F: 3 clusters Score -3470740 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3472326.750000 Penalty: 3320.471924
	Iteration 6F: 3 clusters Score -3472327 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3473472.750000 Penalty: 3320.471924
	Iteration 7Q: 3 clusters Score -3473473 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3474211.000000 Penalty: 3320.471924
	Iteration 8Q: 3 clusters Score -3474211 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3474656.000000 Penalty: 3320.471924
	Iteration 9Q: 3 clusters Score -3474656 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3474921.750000 Penalty: 3320.471924
	Iteration 10Q: 3 clusters Score -3474922 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3475069.500000 Penalty: 3320.471924
	Iteration 11Q: 3 clusters Score -3475070 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3475148.000000 Penalty: 3320.471924
	Iteration 12Q: 3 clusters Score -3475148 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3475217.000000 Penalty: 3320.471924
	Iteration 13Q: 3 clusters Score -3475217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3475264.000000 Penalty: 3320.471924
	Iteration 14Q: 3 clusters Score -3475264 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3475309.500000 Penalty: 3320.471924
	Iteration 15Q: 3 clusters Score -3475310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3475348.250000 Penalty: 3320.471924
	Iteration 16Q: 3 clusters Score -3475348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3475366.250000 Penalty: 3320.471924
	Iteration 17Q: 3 clusters Score -3475366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3475386.000000 Penalty: 3320.471924
	Iteration 18Q: 3 clusters Score -3475386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3475399.000000 Penalty: 3320.471924
	Iteration 19Q: 3 clusters Score -3475399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3475407.250000 Penalty: 3320.471924
	Iteration 20F: 3 clusters Score -3475407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3475416.000000 Penalty: 3320.471924
	Iteration 21Q: 3 clusters Score -3475416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3475426.500000 Penalty: 3320.471924
	Iteration 22Q: 3 clusters Score -3475426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3475433.500000 Penalty: 3320.471924
	Iteration 23Q: 3 clusters Score -3475434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3475444.250000 Penalty: 3320.471924
	Iteration 24Q: 3 clusters Score -3475444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3475444.000000 Penalty: 3320.471924
	Iteration 25Q: 3 clusters Score -3475444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3475447.750000 Penalty: 3320.471924
	Iteration 26Q: 3 clusters Score -3475448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3475456.000000 Penalty: 3320.471924
	Iteration 27Q: 3 clusters Score -3475456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3475459.250000 Penalty: 3320.471924
	Iteration 28Q: 3 clusters Score -3475459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3475471.500000 Penalty: 3320.471924
	Iteration 29Q: 3 clusters Score -3475472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3475472.000000 Penalty: 3320.471924
	Iteration 30Q: 3 clusters Score -3475472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3475469.750000 Penalty: 3320.471924
	Iteration 31Q: 3 clusters Score -3475470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3475475.250000 Penalty: 3320.471924
	Iteration 32Q: 3 clusters Score -3475475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3475481.000000 Penalty: 3320.471924
	Iteration 33Q: 3 clusters Score -3475481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3475483.750000 Penalty: 3320.471924
	Iteration 34Q: 3 clusters Score -3475484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3475489.250000 Penalty: 3320.471924
	Iteration 35Q: 3 clusters Score -3475489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3475492.750000 Penalty: 3320.471924
	Iteration 36Q: 3 clusters Score -3475493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3475491.750000 Penalty: 3320.471924
	Iteration 37Q: 3 clusters Score -3475492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3475494.250000 Penalty: 3320.471924
	Iteration 38Q: 3 clusters Score -3475494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3475496.750000 Penalty: 3320.471924
	Iteration 39Q: 3 clusters Score -3475497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3475504.000000 Penalty: 3320.471924
	Iteration 40F: 3 clusters Score -3475504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3475509.250000 Penalty: 3320.471924
	Iteration 41Q: 3 clusters Score -3475509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3475512.500000 Penalty: 3320.471924
	Iteration 42Q: 3 clusters Score -3475512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3475514.250000 Penalty: 3320.471924
	Iteration 43Q: 3 clusters Score -3475514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3475519.000000 Penalty: 3320.471924
	Iteration 44Q: 3 clusters Score -3475519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3475523.750000 Penalty: 3320.471924
	Iteration 45Q: 3 clusters Score -3475524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3475525.250000 Penalty: 3320.471924
	Iteration 46Q: 3 clusters Score -3475525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3475526.750000 Penalty: 3320.471924
	Iteration 47Q: 3 clusters Score -3475527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3475530.000000 Penalty: 3320.471924
	Iteration 48Q: 3 clusters Score -3475530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3475535.750000 Penalty: 3320.471924
	Iteration 49Q: 3 clusters Score -3475536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3475540.750000 Penalty: 3320.471924
	Iteration 50Q: 3 clusters Score -3475541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3475542.750000 Penalty: 3320.471924
	Iteration 51Q: 3 clusters Score -3475543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3475546.500000 Penalty: 3320.471924
	Iteration 52Q: 3 clusters Score -3475546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3475556.250000 Penalty: 3320.471924
	Iteration 53Q: 3 clusters Score -3475556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3475558.500000 Penalty: 3320.471924
	Iteration 54Q: 3 clusters Score -3475558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3475563.000000 Penalty: 3320.471924
	Iteration 55Q: 3 clusters Score -3475563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3475562.750000 Penalty: 3320.471924
	Iteration 56Q: 3 clusters Score -3475563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3475570.000000 Penalty: 3320.471924
	Iteration 57Q: 3 clusters Score -3475570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3475572.500000 Penalty: 3320.471924
	Iteration 58Q: 3 clusters Score -3475572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3475575.500000 Penalty: 3320.471924
	Iteration 59Q: 3 clusters Score -3475576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3475580.750000 Penalty: 3320.471924
	Iteration 60F: 3 clusters Score -3475581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3475591.250000 Penalty: 3320.471924
	Iteration 61Q: 3 clusters Score -3475591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3475592.000000 Penalty: 3320.471924
	Iteration 62Q: 3 clusters Score -3475592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3475592.750000 Penalty: 3320.471924
	Iteration 63Q: 3 clusters Score -3475593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3475591.750000 Penalty: 3320.471924
	Iteration 64Q: 3 clusters Score -3475592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3475596.250000 Penalty: 3320.471924
	Iteration 65Q: 3 clusters Score -3475596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3475609.000000 Penalty: 3320.471924
	Iteration 66Q: 3 clusters Score -3475609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3475620.500000 Penalty: 3320.471924
	Iteration 67Q: 3 clusters Score -3475620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3475625.500000 Penalty: 3320.471924
	Iteration 68Q: 3 clusters Score -3475626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3475630.250000 Penalty: 3320.471924
	Iteration 69Q: 3 clusters Score -3475630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3475638.750000 Penalty: 3320.471924
	Iteration 70Q: 3 clusters Score -3475639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3475640.000000 Penalty: 3320.471924
	Iteration 71Q: 3 clusters Score -3475640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3475642.500000 Penalty: 3320.471924
	Iteration 72Q: 3 clusters Score -3475642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3475646.250000 Penalty: 3320.471924
	Iteration 73Q: 3 clusters Score -3475646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3475650.250000 Penalty: 3320.471924
	Iteration 74Q: 3 clusters Score -3475650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3475650.500000 Penalty: 3320.471924
	Iteration 75Q: 3 clusters Score -3475650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3475648.500000 Penalty: 3320.471924
	Iteration 76Q: 3 clusters Score -3475648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3475650.000000 Penalty: 3320.471924
	Iteration 77Q: 3 clusters Score -3475650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3475652.250000 Penalty: 3320.471924
	Iteration 78Q: 3 clusters Score -3475652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3475656.250000 Penalty: 3320.471924
	Iteration 79Q: 3 clusters Score -3475656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3475653.750000 Penalty: 3320.471924
	Iteration 80F: 3 clusters Score -3475654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3475656.500000 Penalty: 3320.471924
	Iteration 81Q: 3 clusters Score -3475656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3475660.000000 Penalty: 3320.471924
	Iteration 82Q: 3 clusters Score -3475660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3475659.250000 Penalty: 3320.471924
	Iteration 83Q: 3 clusters Score -3475659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3475658.000000 Penalty: 3320.471924
	Iteration 84Q: 3 clusters Score -3475658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3475661.500000 Penalty: 3320.471924
	Iteration 85Q: 3 clusters Score -3475662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3475661.500000 Penalty: 3320.471924
	Iteration 86Q: 3 clusters Score -3475662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3475658.750000 Penalty: 3320.471924
	Iteration 87Q: 3 clusters Score -3475659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3475658.750000 Penalty: 3320.471924
	Iteration 88F: 3 clusters Score -3475659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -699642.250000 Penalty: 1399.117676
	Iteration 0F: 2 clusters Score -699642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -695413.125000 Penalty: 2798.235352
	Iteration 0F: 3 clusters Score -695413.1 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -696674.375000 Penalty: 2798.235352
	Iteration 1F: 3 clusters Score -696674.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -696945.500000 Penalty: 2798.235352
	Iteration 2F: 3 clusters Score -696945.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -697173.000000 Penalty: 2798.235352
	Iteration 3F: 3 clusters Score -697173 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -697388.750000 Penalty: 2798.235352
	Iteration 4F: 3 clusters Score -697388.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -697595.187500 Penalty: 2798.235352
	Iteration 5F: 3 clusters Score -697595.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -697750.312500 Penalty: 2798.235352
	Iteration 6Q: 3 clusters Score -697750.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -697887.062500 Penalty: 2798.235352
	Iteration 7Q: 3 clusters Score -697887.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -698003.687500 Penalty: 2798.235352
	Iteration 8Q: 3 clusters Score -698003.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -698126.250000 Penalty: 2798.235352
	Iteration 9Q: 3 clusters Score -698126.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -698243.500000 Penalty: 2798.235352
	Iteration 10Q: 3 clusters Score -698243.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -698355.125000 Penalty: 2798.235352
	Iteration 11Q: 3 clusters Score -698355.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -698462.750000 Penalty: 2798.235352
	Iteration 12Q: 3 clusters Score -698462.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -698542.937500 Penalty: 2798.235352
	Iteration 13Q: 3 clusters Score -698542.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -698637.937500 Penalty: 2798.235352
	Iteration 14Q: 3 clusters Score -698637.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -698709.125000 Penalty: 2798.235352
	Iteration 15Q: 3 clusters Score -698709.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -698749.125000 Penalty: 2798.235352
	Iteration 16Q: 3 clusters Score -698749.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -698771.437500 Penalty: 2798.235352
	Iteration 17Q: 3 clusters Score -698771.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -698796.375000 Penalty: 2798.235352
	Iteration 18Q: 3 clusters Score -698796.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -698806.062500 Penalty: 2798.235352
	Iteration 19Q: 3 clusters Score -698806.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -698813.187500 Penalty: 2798.235352
	Iteration 20F: 3 clusters Score -698813.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -698817.562500 Penalty: 2798.235352
	Iteration 21Q: 3 clusters Score -698817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -698822.125000 Penalty: 2798.235352
	Iteration 22Q: 3 clusters Score -698822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -698828.625000 Penalty: 2798.235352
	Iteration 23Q: 3 clusters Score -698828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -698834.750000 Penalty: 2798.235352
	Iteration 24Q: 3 clusters Score -698834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -698837.062500 Penalty: 2798.235352
	Iteration 25Q: 3 clusters Score -698837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -698841.187500 Penalty: 2798.235352
	Iteration 26Q: 3 clusters Score -698841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -698846.625000 Penalty: 2798.235352
	Iteration 27Q: 3 clusters Score -698846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -698853.312500 Penalty: 2798.235352
	Iteration 28Q: 3 clusters Score -698853.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -698855.437500 Penalty: 2798.235352
	Iteration 29Q: 3 clusters Score -698855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -698863.187500 Penalty: 2798.235352
	Iteration 30Q: 3 clusters Score -698863.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -698866.125000 Penalty: 2798.235352
	Iteration 31Q: 3 clusters Score -698866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -698872.312500 Penalty: 2798.235352
	Iteration 32Q: 3 clusters Score -698872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -698876.000000 Penalty: 2798.235352
	Iteration 33Q: 3 clusters Score -698876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -698882.062500 Penalty: 2798.235352
	Iteration 34Q: 3 clusters Score -698882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -698884.687500 Penalty: 2798.235352
	Iteration 35Q: 3 clusters Score -698884.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -698886.937500 Penalty: 2798.235352
	Iteration 36Q: 3 clusters Score -698886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -698889.437500 Penalty: 2798.235352
	Iteration 37Q: 3 clusters Score -698889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -698892.812500 Penalty: 2798.235352
	Iteration 38Q: 3 clusters Score -698892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -698893.750000 Penalty: 2798.235352
	Iteration 39Q: 3 clusters Score -698893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -698894.750000 Penalty: 2798.235352
	Iteration 40F: 3 clusters Score -698894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -698896.250000 Penalty: 2798.235352
	Iteration 41Q: 3 clusters Score -698896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -698898.187500 Penalty: 2798.235352
	Iteration 42Q: 3 clusters Score -698898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -698898.187500 Penalty: 2798.235352
	Iteration 43F: 3 clusters Score -698898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Entering Unmasked Estep 
Score: -2942043.750000 Penalty: 1634.287354
	Iteration 0F: 2 clusters Score -2942044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2926182.750000 Penalty: 3268.574707
	Iteration 0F: 3 clusters Score -2926183 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2932229.750000 Penalty: 3268.574707
	Iteration 1F: 3 clusters Score -2932230 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2932857.500000 Penalty: 3268.574707
	Iteration 2F: 3 clusters Score -2932858 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2933629.500000 Penalty: 3268.574707
	Iteration 3F: 3 clusters Score -2933630 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2934600.750000 Penalty: 3268.574707
	Iteration 4F: 3 clusters Score -2934601 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2935724.000000 Penalty: 3268.574707
	Iteration 5F: 3 clusters Score -2935724 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2936831.000000 Penalty: 3268.574707
	Iteration 6F: 3 clusters Score -2936831 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2937924.000000 Penalty: 3268.574707
	Iteration 7F: 3 clusters Score -2937924 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2938887.250000 Penalty: 3268.574707
	Iteration 8Q: 3 clusters Score -2938887 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2939574.000000 Penalty: 3268.574707
	Iteration 9Q: 3 clusters Score -2939574 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2939967.250000 Penalty: 3268.574707
	Iteration 10Q: 3 clusters Score -2939967 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2940226.000000 Penalty: 3268.574707
	Iteration 11Q: 3 clusters Score -2940226 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2940408.500000 Penalty: 3268.574707
	Iteration 12Q: 3 clusters Score -2940408 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2940536.250000 Penalty: 3268.574707
	Iteration 13Q: 3 clusters Score -2940536 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2940613.000000 Penalty: 3268.574707
	Iteration 14Q: 3 clusters Score -2940613 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2940683.000000 Penalty: 3268.574707
	Iteration 15Q: 3 clusters Score -2940683 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2940745.500000 Penalty: 3268.574707
	Iteration 16Q: 3 clusters Score -2940746 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2940813.250000 Penalty: 3268.574707
	Iteration 17Q: 3 clusters Score -2940813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2940879.750000 Penalty: 3268.574707
	Iteration 18Q: 3 clusters Score -2940880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2940925.750000 Penalty: 3268.574707
	Iteration 19Q: 3 clusters Score -2940926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2940962.750000 Penalty: 3268.574707
	Iteration 20F: 3 clusters Score -2940963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2940991.250000 Penalty: 3268.574707
	Iteration 21Q: 3 clusters Score -2940991 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2941031.750000 Penalty: 3268.574707
	Iteration 22Q: 3 clusters Score -2941032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2941073.000000 Penalty: 3268.574707
	Iteration 23Q: 3 clusters Score -2941073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2941091.750000 Penalty: 3268.574707
	Iteration 24Q: 3 clusters Score -2941092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2941105.750000 Penalty: 3268.574707
	Iteration 25Q: 3 clusters Score -2941106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2941130.500000 Penalty: 3268.574707
	Iteration 26Q: 3 clusters Score -2941130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2941145.500000 Penalty: 3268.574707
	Iteration 27Q: 3 clusters Score -2941146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2941159.750000 Penalty: 3268.574707
	Iteration 28Q: 3 clusters Score -2941160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2941162.000000 Penalty: 3268.574707
	Iteration 29Q: 3 clusters Score -2941162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2941173.250000 Penalty: 3268.574707
	Iteration 30Q: 3 clusters Score -2941173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2941177.250000 Penalty: 3268.574707
	Iteration 31Q: 3 clusters Score -2941177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2941190.750000 Penalty: 3268.574707
	Iteration 32Q: 3 clusters Score -2941191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2941196.500000 Penalty: 3268.574707
	Iteration 33Q: 3 clusters Score -2941196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2941203.500000 Penalty: 3268.574707
	Iteration 34Q: 3 clusters Score -2941204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2941217.750000 Penalty: 3268.574707
	Iteration 35Q: 3 clusters Score -2941218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2941215.500000 Penalty: 3268.574707
	Iteration 36Q: 3 clusters Score -2941216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2941222.000000 Penalty: 3268.574707
	Iteration 37Q: 3 clusters Score -2941222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2941228.750000 Penalty: 3268.574707
	Iteration 38Q: 3 clusters Score -2941229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2941232.250000 Penalty: 3268.574707
	Iteration 39Q: 3 clusters Score -2941232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2941235.000000 Penalty: 3268.574707
	Iteration 40F: 3 clusters Score -2941235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2941231.500000 Penalty: 3268.574707
	Iteration 41Q: 3 clusters Score -2941232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2941236.000000 Penalty: 3268.574707
	Iteration 42Q: 3 clusters Score -2941236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2941241.250000 Penalty: 3268.574707
	Iteration 43Q: 3 clusters Score -2941241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2941245.750000 Penalty: 3268.574707
	Iteration 44Q: 3 clusters Score -2941246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2941245.750000 Penalty: 3268.574707
	Iteration 45Q: 3 clusters Score -2941246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2941246.500000 Penalty: 3268.574707
	Iteration 46Q: 3 clusters Score -2941246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2941244.250000 Penalty: 3268.574707
	Iteration 47Q: 3 clusters Score -2941244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2941246.750000 Penalty: 3268.574707
	Iteration 48Q: 3 clusters Score -2941247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2941251.000000 Penalty: 3268.574707
	Iteration 49Q: 3 clusters Score -2941251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2941249.250000 Penalty: 3268.574707
	Iteration 50Q: 3 clusters Score -2941249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2941250.500000 Penalty: 3268.574707
	Iteration 51Q: 3 clusters Score -2941250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2941250.250000 Penalty: 3268.574707
	Iteration 52Q: 3 clusters Score -2941250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2941248.500000 Penalty: 3268.574707
	Iteration 53Q: 3 clusters Score -2941248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2941252.000000 Penalty: 3268.574707
	Iteration 54Q: 3 clusters Score -2941252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2941252.000000 Penalty: 3268.574707
	Iteration 55F: 3 clusters Score -2941252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -455428.750000 Penalty: 1321.708008
	Iteration 0F: 2 clusters Score -455428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -452409.562500 Penalty: 2643.416016
	Iteration 0F: 3 clusters Score -452409.6 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -453072.375000 Penalty: 2643.416016
	Iteration 1F: 3 clusters Score -453072.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -453235.031250 Penalty: 2643.416016
	Iteration 2F: 3 clusters Score -453235 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -453343.531250 Penalty: 2643.416016
	Iteration 3F: 3 clusters Score -453343.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453402.125000 Penalty: 2643.416016
	Iteration 4Q: 3 clusters Score -453402.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -453452.531250 Penalty: 2643.416016
	Iteration 5Q: 3 clusters Score -453452.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -453495.187500 Penalty: 2643.416016
	Iteration 6Q: 3 clusters Score -453495.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -453537.968750 Penalty: 2643.416016
	Iteration 7Q: 3 clusters Score -453538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -453586.468750 Penalty: 2643.416016
	Iteration 8Q: 3 clusters Score -453586.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -453629.437500 Penalty: 2643.416016
	Iteration 9Q: 3 clusters Score -453629.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -453677.031250 Penalty: 2643.416016
	Iteration 10Q: 3 clusters Score -453677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -453723.875000 Penalty: 2643.416016
	Iteration 11Q: 3 clusters Score -453723.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -453783.343750 Penalty: 2643.416016
	Iteration 12Q: 3 clusters Score -453783.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -453836.656250 Penalty: 2643.416016
	Iteration 13Q: 3 clusters Score -453836.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -453890.093750 Penalty: 2643.416016
	Iteration 14Q: 3 clusters Score -453890.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -453934.718750 Penalty: 2643.416016
	Iteration 15Q: 3 clusters Score -453934.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -453960.500000 Penalty: 2643.416016
	Iteration 16Q: 3 clusters Score -453960.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -453979.281250 Penalty: 2643.416016
	Iteration 17Q: 3 clusters Score -453979.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -453998.281250 Penalty: 2643.416016
	Iteration 18Q: 3 clusters Score -453998.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -454015.437500 Penalty: 2643.416016
	Iteration 19Q: 3 clusters Score -454015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -454036.218750 Penalty: 2643.416016
	Iteration 20F: 3 clusters Score -454036.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -454064.000000 Penalty: 2643.416016
	Iteration 21Q: 3 clusters Score -454064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -454092.750000 Penalty: 2643.416016
	Iteration 22Q: 3 clusters Score -454092.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -454118.375000 Penalty: 2643.416016
	Iteration 23Q: 3 clusters Score -454118.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -454139.375000 Penalty: 2643.416016
	Iteration 24Q: 3 clusters Score -454139.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -454156.437500 Penalty: 2643.416016
	Iteration 25Q: 3 clusters Score -454156.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -454174.718750 Penalty: 2643.416016
	Iteration 26Q: 3 clusters Score -454174.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -454191.062500 Penalty: 2643.416016
	Iteration 27Q: 3 clusters Score -454191.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -454201.843750 Penalty: 2643.416016
	Iteration 28Q: 3 clusters Score -454201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -454205.437500 Penalty: 2643.416016
	Iteration 29Q: 3 clusters Score -454205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -454208.531250 Penalty: 2643.416016
	Iteration 30Q: 3 clusters Score -454208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -454214.125000 Penalty: 2643.416016
	Iteration 31Q: 3 clusters Score -454214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -454218.250000 Penalty: 2643.416016
	Iteration 32Q: 3 clusters Score -454218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -454227.000000 Penalty: 2643.416016
	Iteration 33Q: 3 clusters Score -454227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -454234.531250 Penalty: 2643.416016
	Iteration 34Q: 3 clusters Score -454234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -454242.531250 Penalty: 2643.416016
	Iteration 35Q: 3 clusters Score -454242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -454248.781250 Penalty: 2643.416016
	Iteration 36Q: 3 clusters Score -454248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -454252.656250 Penalty: 2643.416016
	Iteration 37Q: 3 clusters Score -454252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -454257.687500 Penalty: 2643.416016
	Iteration 38Q: 3 clusters Score -454257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -454259.562500 Penalty: 2643.416016
	Iteration 39Q: 3 clusters Score -454259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -454260.375000 Penalty: 2643.416016
	Iteration 40F: 3 clusters Score -454260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -454261.656250 Penalty: 2643.416016
	Iteration 41Q: 3 clusters Score -454261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -454261.750000 Penalty: 2643.416016
	Iteration 42Q: 3 clusters Score -454261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -454261.750000 Penalty: 2643.416016
	Iteration 43F: 3 clusters Score -454261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Entering Unmasked Estep 
Score: -11986320.000000 Penalty: 1855.299805
	Iteration 0F: 2 clusters Score -1.198632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -11934096.000000 Penalty: 3710.599609
	Iteration 0F: 3 clusters Score -1.19341e+07 nChanged 43426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -11959674.000000 Penalty: 3710.599609
	Iteration 1F: 3 clusters Score -1.195967e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -11960460.000000 Penalty: 3710.599609
	Iteration 2Q: 3 clusters Score -1.196046e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -11961724.000000 Penalty: 3710.599609
	Iteration 3Q: 3 clusters Score -1.196172e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -11963629.000000 Penalty: 3710.599609
	Iteration 4Q: 3 clusters Score -1.196363e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -11966622.000000 Penalty: 3710.599609
	Iteration 5F: 3 clusters Score -1.196662e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -11970683.000000 Penalty: 3710.599609
	Iteration 6F: 3 clusters Score -1.197068e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -11975089.000000 Penalty: 3710.599609
	Iteration 7F: 3 clusters Score -1.197509e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -11978601.000000 Penalty: 3710.599609
	Iteration 8F: 3 clusters Score -1.19786e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -11981239.000000 Penalty: 3710.599609
	Iteration 9F: 3 clusters Score -1.198124e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -11983030.000000 Penalty: 3710.599609
	Iteration 10Q: 3 clusters Score -1.198303e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -11984096.000000 Penalty: 3710.599609
	Iteration 11Q: 3 clusters Score -1.19841e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -11984777.000000 Penalty: 3710.599609
	Iteration 12Q: 3 clusters Score -1.198478e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -11985171.000000 Penalty: 3710.599609
	Iteration 13Q: 3 clusters Score -1.198517e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -11985437.000000 Penalty: 3710.599609
	Iteration 14Q: 3 clusters Score -1.198544e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -11985527.000000 Penalty: 3710.599609
	Iteration 15Q: 3 clusters Score -1.198553e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -11985571.000000 Penalty: 3710.599609
	Iteration 16Q: 3 clusters Score -1.198557e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -11985531.000000 Penalty: 3710.599609
	Iteration 17Q: 3 clusters Score -1.198553e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -11985503.000000 Penalty: 3710.599609
	Iteration 18Q: 3 clusters Score -1.19855e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -11985438.000000 Penalty: 3710.599609
	Iteration 19Q: 3 clusters Score -1.198544e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -11985446.000000 Penalty: 3710.599609
	Iteration 20F: 3 clusters Score -1.198545e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -11985383.000000 Penalty: 3710.599609
	Iteration 21Q: 3 clusters Score -1.198538e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -11985368.000000 Penalty: 3710.599609
	Iteration 22Q: 3 clusters Score -1.198537e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -11985328.000000 Penalty: 3710.599609
	Iteration 23Q: 3 clusters Score -1.198533e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -11985301.000000 Penalty: 3710.599609
	Iteration 24Q: 3 clusters Score -1.19853e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -11985299.000000 Penalty: 3710.599609
	Iteration 25Q: 3 clusters Score -1.19853e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -11985273.000000 Penalty: 3710.599609
	Iteration 26Q: 3 clusters Score -1.198527e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -11985238.000000 Penalty: 3710.599609
	Iteration 27Q: 3 clusters Score -1.198524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -11985241.000000 Penalty: 3710.599609
	Iteration 28Q: 3 clusters Score -1.198524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -11985245.000000 Penalty: 3710.599609
	Iteration 29Q: 3 clusters Score -1.198524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -11985231.000000 Penalty: 3710.599609
	Iteration 30Q: 3 clusters Score -1.198523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -11985223.000000 Penalty: 3710.599609
	Iteration 31Q: 3 clusters Score -1.198522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11985205.000000 Penalty: 3710.599609
	Iteration 32Q: 3 clusters Score -1.19852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -11985224.000000 Penalty: 3710.599609
	Iteration 33Q: 3 clusters Score -1.198522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -11985200.000000 Penalty: 3710.599609
	Iteration 34Q: 3 clusters Score -1.19852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -11985209.000000 Penalty: 3710.599609
	Iteration 35Q: 3 clusters Score -1.198521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -11985194.000000 Penalty: 3710.599609
	Iteration 36Q: 3 clusters Score -1.198519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11985175.000000 Penalty: 3710.599609
	Iteration 37Q: 3 clusters Score -1.198518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -11985176.000000 Penalty: 3710.599609
	Iteration 38Q: 3 clusters Score -1.198518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -11985186.000000 Penalty: 3710.599609
	Iteration 39Q: 3 clusters Score -1.198519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -11985186.000000 Penalty: 3710.599609
	Iteration 40F: 3 clusters Score -1.198519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -11985186.000000 Penalty: 3710.599609
	Iteration 41Q: 3 clusters Score -1.198519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -11985177.000000 Penalty: 3710.599609
	Iteration 42Q: 3 clusters Score -1.198518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -11985164.000000 Penalty: 3710.599609
	Iteration 43Q: 3 clusters Score -1.198516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -11985166.000000 Penalty: 3710.599609
	Iteration 44Q: 3 clusters Score -1.198517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -11985168.000000 Penalty: 3710.599609
	Iteration 45Q: 3 clusters Score -1.198517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -11985165.000000 Penalty: 3710.599609
	Iteration 46Q: 3 clusters Score -1.198516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11985162.000000 Penalty: 3710.599609
	Iteration 47Q: 3 clusters Score -1.198516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -11985152.000000 Penalty: 3710.599609
	Iteration 48Q: 3 clusters Score -1.198515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -11985147.000000 Penalty: 3710.599609
	Iteration 49Q: 3 clusters Score -1.198515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -11985147.000000 Penalty: 3710.599609
	Iteration 50Q: 3 clusters Score -1.198515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -11985147.000000 Penalty: 3710.599609
	Iteration 51F: 3 clusters Score -1.198515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -54086.472656 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -54086.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53058.640625 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -53058.64 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53368.066406 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -53368.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53532.089844 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -53532.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53630.652344 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -53630.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53724.484375 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -53724.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53756.617188 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -53756.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53793.449219 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -53793.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53808.515625 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -53808.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53822.824219 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -53822.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53842.507812 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -53842.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53850.511719 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -53850.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53857.722656 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -53857.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53860.503906 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -53860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53866.492188 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -53866.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53872.722656 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -53872.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53878.132812 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -53878.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53881.445312 Penalty: 2031.868774
	Iteration 16Q: 3 clusters Score -53881.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53883.031250 Penalty: 2031.868774
	Iteration 17Q: 3 clusters Score -53883.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53883.031250 Penalty: 2031.868774
	Iteration 18F: 3 clusters Score -53883.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Entering Unmasked Estep 
Score: -5933304.000000 Penalty: 1739.226074
	Iteration 0F: 2 clusters Score -5933304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5903597.000000 Penalty: 3478.452148
	Iteration 0F: 3 clusters Score -5903597 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5915696.500000 Penalty: 3478.452148
	Iteration 1F: 3 clusters Score -5915696 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5916368.500000 Penalty: 3478.452148
	Iteration 2Q: 3 clusters Score -5916368 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5917321.500000 Penalty: 3478.452148
	Iteration 3Q: 3 clusters Score -5917322 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -5918737.000000 Penalty: 3478.452148
	Iteration 4F: 3 clusters Score -5918737 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -5920861.000000 Penalty: 3478.452148
	Iteration 5F: 3 clusters Score -5920861 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5923636.500000 Penalty: 3478.452148
	Iteration 6F: 3 clusters Score -5923636 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5926473.500000 Penalty: 3478.452148
	Iteration 7F: 3 clusters Score -5926474 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5928710.500000 Penalty: 3478.452148
	Iteration 8F: 3 clusters Score -5928710 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5930046.000000 Penalty: 3478.452148
	Iteration 9Q: 3 clusters Score -5930046 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5930865.500000 Penalty: 3478.452148
	Iteration 10Q: 3 clusters Score -5930866 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5931291.500000 Penalty: 3478.452148
	Iteration 11Q: 3 clusters Score -5931292 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5931499.000000 Penalty: 3478.452148
	Iteration 12Q: 3 clusters Score -5931499 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -5931620.000000 Penalty: 3478.452148
	Iteration 13Q: 3 clusters Score -5931620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5931689.000000 Penalty: 3478.452148
	Iteration 14Q: 3 clusters Score -5931689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -5931746.500000 Penalty: 3478.452148
	Iteration 15Q: 3 clusters Score -5931746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5931769.000000 Penalty: 3478.452148
	Iteration 16Q: 3 clusters Score -5931769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -5931779.500000 Penalty: 3478.452148
	Iteration 17Q: 3 clusters Score -5931780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5931795.500000 Penalty: 3478.452148
	Iteration 18Q: 3 clusters Score -5931796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -5931800.500000 Penalty: 3478.452148
	Iteration 19Q: 3 clusters Score -5931800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -5931804.500000 Penalty: 3478.452148
	Iteration 20F: 3 clusters Score -5931804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5931805.500000 Penalty: 3478.452148
	Iteration 21Q: 3 clusters Score -5931806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5931805.500000 Penalty: 3478.452148
	Iteration 22Q: 3 clusters Score -5931806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5931809.000000 Penalty: 3478.452148
	Iteration 23Q: 3 clusters Score -5931809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -5931813.500000 Penalty: 3478.452148
	Iteration 24Q: 3 clusters Score -5931814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5931815.000000 Penalty: 3478.452148
	Iteration 25Q: 3 clusters Score -5931815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5931820.500000 Penalty: 3478.452148
	Iteration 26Q: 3 clusters Score -5931820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5931821.000000 Penalty: 3478.452148
	Iteration 27Q: 3 clusters Score -5931821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5931823.500000 Penalty: 3478.452148
	Iteration 28Q: 3 clusters Score -5931824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5931821.500000 Penalty: 3478.452148
	Iteration 29Q: 3 clusters Score -5931822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5931821.500000 Penalty: 3478.452148
	Iteration 30F: 3 clusters Score -5931822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -612730.375000 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -612730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -608935.250000 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -608935.2 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -609936.750000 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -609936.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -610086.062500 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -610086.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -610168.687500 Penalty: 2753.803223
	Iteration 3Q: 3 clusters Score -610168.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -610225.250000 Penalty: 2753.803223
	Iteration 4Q: 3 clusters Score -610225.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -610279.562500 Penalty: 2753.803223
	Iteration 5Q: 3 clusters Score -610279.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -610323.875000 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -610323.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -610374.000000 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -610374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -610422.750000 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -610422.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -610479.437500 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -610479.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -610555.375000 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -610555.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -610653.500000 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -610653.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -610742.687500 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -610742.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -610846.875000 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -610846.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -610952.937500 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -610952.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -611035.375000 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -611035.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -611119.187500 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -611119.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -611176.687500 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -611176.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -611223.875000 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -611223.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -611258.375000 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -611258.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -611284.750000 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -611284.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -611306.187500 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -611306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -611320.875000 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -611320.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -611339.062500 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -611339.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -611351.812500 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -611351.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -611359.937500 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -611359.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -611365.500000 Penalty: 2753.803223
	Iteration 26Q: 3 clusters Score -611365.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -611369.312500 Penalty: 2753.803223
	Iteration 27Q: 3 clusters Score -611369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -611371.312500 Penalty: 2753.803223
	Iteration 28Q: 3 clusters Score -611371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -611371.875000 Penalty: 2753.803223
	Iteration 29Q: 3 clusters Score -611371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -611374.062500 Penalty: 2753.803223
	Iteration 30Q: 3 clusters Score -611374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -611375.187500 Penalty: 2753.803223
	Iteration 31Q: 3 clusters Score -611375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -611377.562500 Penalty: 2753.803223
	Iteration 32Q: 3 clusters Score -611377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -611378.500000 Penalty: 2753.803223
	Iteration 33Q: 3 clusters Score -611378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -611378.625000 Penalty: 2753.803223
	Iteration 34Q: 3 clusters Score -611378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -611379.000000 Penalty: 2753.803223
	Iteration 35Q: 3 clusters Score -611379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -611379.437500 Penalty: 2753.803223
	Iteration 36Q: 3 clusters Score -611379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -611380.625000 Penalty: 2753.803223
	Iteration 37Q: 3 clusters Score -611380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -611381.500000 Penalty: 2753.803223
	Iteration 38Q: 3 clusters Score -611381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -611380.625000 Penalty: 2753.803223
	Iteration 39Q: 3 clusters Score -611380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -611382.562500 Penalty: 2753.803223
	Iteration 40F: 3 clusters Score -611382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -611381.687500 Penalty: 2753.803223
	Iteration 41Q: 3 clusters Score -611381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -611383.312500 Penalty: 2753.803223
	Iteration 42Q: 3 clusters Score -611383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -611385.187500 Penalty: 2753.803223
	Iteration 43Q: 3 clusters Score -611385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -611385.812500 Penalty: 2753.803223
	Iteration 44Q: 3 clusters Score -611385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -611387.500000 Penalty: 2753.803223
	Iteration 45Q: 3 clusters Score -611387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -611387.250000 Penalty: 2753.803223
	Iteration 46Q: 3 clusters Score -611387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -611388.125000 Penalty: 2753.803223
	Iteration 47Q: 3 clusters Score -611388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -611388.687500 Penalty: 2753.803223
	Iteration 48Q: 3 clusters Score -611388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -611391.125000 Penalty: 2753.803223
	Iteration 49Q: 3 clusters Score -611391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -611391.312500 Penalty: 2753.803223
	Iteration 50Q: 3 clusters Score -611391.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -611391.500000 Penalty: 2753.803223
	Iteration 51Q: 3 clusters Score -611391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -611391.562500 Penalty: 2753.803223
	Iteration 52Q: 3 clusters Score -611391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -611391.687500 Penalty: 2753.803223
	Iteration 53Q: 3 clusters Score -611391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -611391.687500 Penalty: 2753.803223
	Iteration 54F: 3 clusters Score -611391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Entering Unmasked Estep 
Score: -3504958.000000 Penalty: 1652.817383
	Iteration 0F: 2 clusters Score -3504958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3487440.500000 Penalty: 3305.634766
	Iteration 0F: 3 clusters Score -3487440 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3493784.750000 Penalty: 3305.634766
	Iteration 1F: 3 clusters Score -3493785 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3494058.750000 Penalty: 3305.634766
	Iteration 2Q: 3 clusters Score -3494059 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3494302.500000 Penalty: 3305.634766
	Iteration 3Q: 3 clusters Score -3494302 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3494555.750000 Penalty: 3305.634766
	Iteration 4Q: 3 clusters Score -3494556 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3494818.500000 Penalty: 3305.634766
	Iteration 5Q: 3 clusters Score -3494818 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3495139.250000 Penalty: 3305.634766
	Iteration 6Q: 3 clusters Score -3495139 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3495498.250000 Penalty: 3305.634766
	Iteration 7Q: 3 clusters Score -3495498 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3496037.500000 Penalty: 3305.634766
	Iteration 8Q: 3 clusters Score -3496038 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3496829.750000 Penalty: 3305.634766
	Iteration 9Q: 3 clusters Score -3496830 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3497835.750000 Penalty: 3305.634766
	Iteration 10F: 3 clusters Score -3497836 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3499006.250000 Penalty: 3305.634766
	Iteration 11F: 3 clusters Score -3499006 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3500139.250000 Penalty: 3305.634766
	Iteration 12F: 3 clusters Score -3500139 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3500997.250000 Penalty: 3305.634766
	Iteration 13Q: 3 clusters Score -3500997 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3501613.250000 Penalty: 3305.634766
	Iteration 14Q: 3 clusters Score -3501613 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3502081.750000 Penalty: 3305.634766
	Iteration 15Q: 3 clusters Score -3502082 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3502432.000000 Penalty: 3305.634766
	Iteration 16Q: 3 clusters Score -3502432 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3502691.000000 Penalty: 3305.634766
	Iteration 17Q: 3 clusters Score -3502691 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3502871.000000 Penalty: 3305.634766
	Iteration 18Q: 3 clusters Score -3502871 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3503024.750000 Penalty: 3305.634766
	Iteration 19Q: 3 clusters Score -3503025 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3503126.750000 Penalty: 3305.634766
	Iteration 20F: 3 clusters Score -3503127 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3503231.000000 Penalty: 3305.634766
	Iteration 21Q: 3 clusters Score -3503231 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3503303.500000 Penalty: 3305.634766
	Iteration 22Q: 3 clusters Score -3503304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3503353.500000 Penalty: 3305.634766
	Iteration 23Q: 3 clusters Score -3503354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3503391.750000 Penalty: 3305.634766
	Iteration 24Q: 3 clusters Score -3503392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3503425.500000 Penalty: 3305.634766
	Iteration 25Q: 3 clusters Score -3503426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3503427.750000 Penalty: 3305.634766
	Iteration 26Q: 3 clusters Score -3503428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3503453.000000 Penalty: 3305.634766
	Iteration 27Q: 3 clusters Score -3503453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3503462.250000 Penalty: 3305.634766
	Iteration 28Q: 3 clusters Score -3503462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3503476.250000 Penalty: 3305.634766
	Iteration 29Q: 3 clusters Score -3503476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3503481.500000 Penalty: 3305.634766
	Iteration 30Q: 3 clusters Score -3503482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3503501.000000 Penalty: 3305.634766
	Iteration 31Q: 3 clusters Score -3503501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3503506.250000 Penalty: 3305.634766
	Iteration 32Q: 3 clusters Score -3503506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3503508.750000 Penalty: 3305.634766
	Iteration 33Q: 3 clusters Score -3503509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3503521.750000 Penalty: 3305.634766
	Iteration 34Q: 3 clusters Score -3503522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3503530.000000 Penalty: 3305.634766
	Iteration 35Q: 3 clusters Score -3503530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3503532.250000 Penalty: 3305.634766
	Iteration 36Q: 3 clusters Score -3503532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3503534.000000 Penalty: 3305.634766
	Iteration 37Q: 3 clusters Score -3503534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3503536.750000 Penalty: 3305.634766
	Iteration 38Q: 3 clusters Score -3503537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3503539.250000 Penalty: 3305.634766
	Iteration 39Q: 3 clusters Score -3503539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3503544.750000 Penalty: 3305.634766
	Iteration 40F: 3 clusters Score -3503545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3503548.750000 Penalty: 3305.634766
	Iteration 41Q: 3 clusters Score -3503549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3503553.000000 Penalty: 3305.634766
	Iteration 42Q: 3 clusters Score -3503553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3503557.250000 Penalty: 3305.634766
	Iteration 43Q: 3 clusters Score -3503557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3503557.500000 Penalty: 3305.634766
	Iteration 44Q: 3 clusters Score -3503558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3503561.500000 Penalty: 3305.634766
	Iteration 45Q: 3 clusters Score -3503562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3503569.000000 Penalty: 3305.634766
	Iteration 46Q: 3 clusters Score -3503569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3503570.500000 Penalty: 3305.634766
	Iteration 47Q: 3 clusters Score -3503570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3503571.500000 Penalty: 3305.634766
	Iteration 48Q: 3 clusters Score -3503572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3503572.500000 Penalty: 3305.634766
	Iteration 49Q: 3 clusters Score -3503572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3503575.250000 Penalty: 3305.634766
	Iteration 50Q: 3 clusters Score -3503575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3503574.000000 Penalty: 3305.634766
	Iteration 51Q: 3 clusters Score -3503574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3503579.500000 Penalty: 3305.634766
	Iteration 52Q: 3 clusters Score -3503580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3503577.250000 Penalty: 3305.634766
	Iteration 53Q: 3 clusters Score -3503577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3503577.250000 Penalty: 3305.634766
	Iteration 54F: 3 clusters Score -3503577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Entering Unmasked Estep 
Score: -8102649.000000 Penalty: 1796.923706
	Iteration 0F: 2 clusters Score -8102649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8060325.500000 Penalty: 3593.847412
	Iteration 0F: 3 clusters Score -8060326 nChanged 29960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -8078049.500000 Penalty: 3593.847412
	Iteration 1F: 3 clusters Score -8078050 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -8079193.500000 Penalty: 3593.847412
	Iteration 2Q: 3 clusters Score -8079194 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -8080973.500000 Penalty: 3593.847412
	Iteration 3F: 3 clusters Score -8080974 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8083722.500000 Penalty: 3593.847412
	Iteration 4F: 3 clusters Score -8083722 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -8087070.000000 Penalty: 3593.847412
	Iteration 5F: 3 clusters Score -8087070 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -8090845.500000 Penalty: 3593.847412
	Iteration 6F: 3 clusters Score -8090846 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -8094126.500000 Penalty: 3593.847412
	Iteration 7F: 3 clusters Score -8094126 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -8096772.500000 Penalty: 3593.847412
	Iteration 8Q: 3 clusters Score -8096772 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -8098750.000000 Penalty: 3593.847412
	Iteration 9Q: 3 clusters Score -8098750 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -8100101.000000 Penalty: 3593.847412
	Iteration 10Q: 3 clusters Score -8100101 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -8100758.000000 Penalty: 3593.847412
	Iteration 11Q: 3 clusters Score -8100758 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8101078.000000 Penalty: 3593.847412
	Iteration 12Q: 3 clusters Score -8101078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -8101272.500000 Penalty: 3593.847412
	Iteration 13Q: 3 clusters Score -8101272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -8101414.000000 Penalty: 3593.847412
	Iteration 14Q: 3 clusters Score -8101414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -8101537.500000 Penalty: 3593.847412
	Iteration 15Q: 3 clusters Score -8101538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8101610.500000 Penalty: 3593.847412
	Iteration 16Q: 3 clusters Score -8101610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -8101663.000000 Penalty: 3593.847412
	Iteration 17Q: 3 clusters Score -8101663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -8101694.500000 Penalty: 3593.847412
	Iteration 18Q: 3 clusters Score -8101694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -8101714.500000 Penalty: 3593.847412
	Iteration 19Q: 3 clusters Score -8101714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -8101727.500000 Penalty: 3593.847412
	Iteration 20F: 3 clusters Score -8101728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -8101721.500000 Penalty: 3593.847412
	Iteration 21Q: 3 clusters Score -8101722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8101725.000000 Penalty: 3593.847412
	Iteration 22Q: 3 clusters Score -8101725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -8101731.000000 Penalty: 3593.847412
	Iteration 23Q: 3 clusters Score -8101731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -8101736.000000 Penalty: 3593.847412
	Iteration 24Q: 3 clusters Score -8101736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -8101742.000000 Penalty: 3593.847412
	Iteration 25Q: 3 clusters Score -8101742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -8101746.000000 Penalty: 3593.847412
	Iteration 26Q: 3 clusters Score -8101746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8101750.000000 Penalty: 3593.847412
	Iteration 27Q: 3 clusters Score -8101750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -8101745.000000 Penalty: 3593.847412
	Iteration 28Q: 3 clusters Score -8101745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8101748.500000 Penalty: 3593.847412
	Iteration 29Q: 3 clusters Score -8101748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -8101748.500000 Penalty: 3593.847412
	Iteration 30Q: 3 clusters Score -8101748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -8101757.500000 Penalty: 3593.847412
	Iteration 31Q: 3 clusters Score -8101758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -8101746.500000 Penalty: 3593.847412
	Iteration 32Q: 3 clusters Score -8101746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -8101752.000000 Penalty: 3593.847412
	Iteration 33Q: 3 clusters Score -8101752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -8101748.500000 Penalty: 3593.847412
	Iteration 34Q: 3 clusters Score -8101748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -8101745.000000 Penalty: 3593.847412
	Iteration 35Q: 3 clusters Score -8101745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -8101745.000000 Penalty: 3593.847412
	Iteration 36F: 3 clusters Score -8101745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Entering Unmasked Estep 
Score: -9805068.000000 Penalty: 1821.412720
	Iteration 0F: 2 clusters Score -9805068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -9758039.000000 Penalty: 3642.825439
	Iteration 0F: 3 clusters Score -9758039 nChanged 34894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -9778502.000000 Penalty: 3642.825439
	Iteration 1F: 3 clusters Score -9778502 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9779381.000000 Penalty: 3642.825439
	Iteration 2Q: 3 clusters Score -9779381 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -9780511.000000 Penalty: 3642.825439
	Iteration 3Q: 3 clusters Score -9780511 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -9782039.000000 Penalty: 3642.825439
	Iteration 4Q: 3 clusters Score -9782039 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -9783857.000000 Penalty: 3642.825439
	Iteration 5F: 3 clusters Score -9783857 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -9786195.000000 Penalty: 3642.825439
	Iteration 6F: 3 clusters Score -9786195 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -9789304.000000 Penalty: 3642.825439
	Iteration 7F: 3 clusters Score -9789304 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -9792653.000000 Penalty: 3642.825439
	Iteration 8F: 3 clusters Score -9792653 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -9795043.000000 Penalty: 3642.825439
	Iteration 9F: 3 clusters Score -9795043 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -9796493.000000 Penalty: 3642.825439
	Iteration 10Q: 3 clusters Score -9796493 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -9797859.000000 Penalty: 3642.825439
	Iteration 11Q: 3 clusters Score -9797859 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -9799113.000000 Penalty: 3642.825439
	Iteration 12Q: 3 clusters Score -9799113 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9800420.000000 Penalty: 3642.825439
	Iteration 13Q: 3 clusters Score -9800420 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -9801765.000000 Penalty: 3642.825439
	Iteration 14Q: 3 clusters Score -9801765 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -9802733.000000 Penalty: 3642.825439
	Iteration 15Q: 3 clusters Score -9802733 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -9803370.000000 Penalty: 3642.825439
	Iteration 16Q: 3 clusters Score -9803370 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -9803783.000000 Penalty: 3642.825439
	Iteration 17Q: 3 clusters Score -9803783 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -9804015.000000 Penalty: 3642.825439
	Iteration 18Q: 3 clusters Score -9804015 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9804145.000000 Penalty: 3642.825439
	Iteration 19Q: 3 clusters Score -9804145 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -9804223.000000 Penalty: 3642.825439
	Iteration 20F: 3 clusters Score -9804223 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9804299.000000 Penalty: 3642.825439
	Iteration 21Q: 3 clusters Score -9804299 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -9804359.000000 Penalty: 3642.825439
	Iteration 22Q: 3 clusters Score -9804359 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -9804366.000000 Penalty: 3642.825439
	Iteration 23Q: 3 clusters Score -9804366 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -9804388.000000 Penalty: 3642.825439
	Iteration 24Q: 3 clusters Score -9804388 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -9804404.000000 Penalty: 3642.825439
	Iteration 25Q: 3 clusters Score -9804404 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -9804421.000000 Penalty: 3642.825439
	Iteration 26Q: 3 clusters Score -9804421 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -9804443.000000 Penalty: 3642.825439
	Iteration 27Q: 3 clusters Score -9804443 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -9804460.000000 Penalty: 3642.825439
	Iteration 28Q: 3 clusters Score -9804460 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -9804466.000000 Penalty: 3642.825439
	Iteration 29Q: 3 clusters Score -9804466 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -9804461.000000 Penalty: 3642.825439
	Iteration 30Q: 3 clusters Score -9804461 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -9804460.000000 Penalty: 3642.825439
	Iteration 31Q: 3 clusters Score -9804460 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -9804458.000000 Penalty: 3642.825439
	Iteration 32Q: 3 clusters Score -9804458 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -9804463.000000 Penalty: 3642.825439
	Iteration 33Q: 3 clusters Score -9804463 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -9804468.000000 Penalty: 3642.825439
	Iteration 34Q: 3 clusters Score -9804468 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -9804440.000000 Penalty: 3642.825439
	Iteration 35Q: 3 clusters Score -9804440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -9804440.000000 Penalty: 3642.825439
	Iteration 36Q: 3 clusters Score -9804440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -9804444.000000 Penalty: 3642.825439
	Iteration 37Q: 3 clusters Score -9804444 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -9804449.000000 Penalty: 3642.825439
	Iteration 38Q: 3 clusters Score -9804449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -9804489.000000 Penalty: 3642.825439
	Iteration 39Q: 3 clusters Score -9804489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -9804491.000000 Penalty: 3642.825439
	Iteration 40F: 3 clusters Score -9804491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -9804477.000000 Penalty: 3642.825439
	Iteration 41Q: 3 clusters Score -9804477 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -9804470.000000 Penalty: 3642.825439
	Iteration 42Q: 3 clusters Score -9804470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -9804458.000000 Penalty: 3642.825439
	Iteration 43Q: 3 clusters Score -9804458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -9804467.000000 Penalty: 3642.825439
	Iteration 44Q: 3 clusters Score -9804467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -9804477.000000 Penalty: 3642.825439
	Iteration 45Q: 3 clusters Score -9804477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -9804491.000000 Penalty: 3642.825439
	Iteration 46Q: 3 clusters Score -9804491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -9804466.000000 Penalty: 3642.825439
	Iteration 47Q: 3 clusters Score -9804466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -9804489.000000 Penalty: 3642.825439
	Iteration 48Q: 3 clusters Score -9804489 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -9804476.000000 Penalty: 3642.825439
	Iteration 49Q: 3 clusters Score -9804476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -9804486.000000 Penalty: 3642.825439
	Iteration 50Q: 3 clusters Score -9804486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -9804468.000000 Penalty: 3642.825439
	Iteration 51Q: 3 clusters Score -9804468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -9804498.000000 Penalty: 3642.825439
	Iteration 52Q: 3 clusters Score -9804498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -9804474.000000 Penalty: 3642.825439
	Iteration 53Q: 3 clusters Score -9804474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -9804481.000000 Penalty: 3642.825439
	Iteration 54Q: 3 clusters Score -9804481 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -9804482.000000 Penalty: 3642.825439
	Iteration 55Q: 3 clusters Score -9804482 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -9804498.000000 Penalty: 3642.825439
	Iteration 56Q: 3 clusters Score -9804498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -9804511.000000 Penalty: 3642.825439
	Iteration 57Q: 3 clusters Score -9804511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -9804520.000000 Penalty: 3642.825439
	Iteration 58Q: 3 clusters Score -9804520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -9804528.000000 Penalty: 3642.825439
	Iteration 59Q: 3 clusters Score -9804528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -9804522.000000 Penalty: 3642.825439
	Iteration 60F: 3 clusters Score -9804522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -9804515.000000 Penalty: 3642.825439
	Iteration 61Q: 3 clusters Score -9804515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9804516.000000 Penalty: 3642.825439
	Iteration 62Q: 3 clusters Score -9804516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -9804524.000000 Penalty: 3642.825439
	Iteration 63Q: 3 clusters Score -9804524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -9804534.000000 Penalty: 3642.825439
	Iteration 64Q: 3 clusters Score -9804534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -9804529.000000 Penalty: 3642.825439
	Iteration 65Q: 3 clusters Score -9804529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -9804532.000000 Penalty: 3642.825439
	Iteration 66Q: 3 clusters Score -9804532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -9804531.000000 Penalty: 3642.825439
	Iteration 67Q: 3 clusters Score -9804531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -9804533.000000 Penalty: 3642.825439
	Iteration 68Q: 3 clusters Score -9804533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -9804527.000000 Penalty: 3642.825439
	Iteration 69Q: 3 clusters Score -9804527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -9804525.000000 Penalty: 3642.825439
	Iteration 70Q: 3 clusters Score -9804525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -9804524.000000 Penalty: 3642.825439
	Iteration 71Q: 3 clusters Score -9804524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9804526.000000 Penalty: 3642.825439
	Iteration 72Q: 3 clusters Score -9804526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -9804522.000000 Penalty: 3642.825439
	Iteration 73Q: 3 clusters Score -9804522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -9804522.000000 Penalty: 3642.825439
	Iteration 74F: 3 clusters Score -9804522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -399082.125000 Penalty: 1320.607300
	Iteration 0F: 2 clusters Score -399082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -396138.062500 Penalty: 2641.214600
	Iteration 0F: 3 clusters Score -396138.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -396874.125000 Penalty: 2641.214600
	Iteration 1F: 3 clusters Score -396874.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -397058.968750 Penalty: 2641.214600
	Iteration 2F: 3 clusters Score -397059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -397199.968750 Penalty: 2641.214600
	Iteration 3F: 3 clusters Score -397200 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -397291.750000 Penalty: 2641.214600
	Iteration 4Q: 3 clusters Score -397291.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -397375.468750 Penalty: 2641.214600
	Iteration 5Q: 3 clusters Score -397375.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -397446.812500 Penalty: 2641.214600
	Iteration 6Q: 3 clusters Score -397446.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -397519.531250 Penalty: 2641.214600
	Iteration 7Q: 3 clusters Score -397519.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -397585.531250 Penalty: 2641.214600
	Iteration 8Q: 3 clusters Score -397585.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -397649.906250 Penalty: 2641.214600
	Iteration 9Q: 3 clusters Score -397649.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -397719.531250 Penalty: 2641.214600
	Iteration 10Q: 3 clusters Score -397719.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -397776.156250 Penalty: 2641.214600
	Iteration 11Q: 3 clusters Score -397776.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -397814.468750 Penalty: 2641.214600
	Iteration 12Q: 3 clusters Score -397814.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -397851.062500 Penalty: 2641.214600
	Iteration 13Q: 3 clusters Score -397851.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -397880.968750 Penalty: 2641.214600
	Iteration 14Q: 3 clusters Score -397881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -397904.750000 Penalty: 2641.214600
	Iteration 15Q: 3 clusters Score -397904.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -397926.406250 Penalty: 2641.214600
	Iteration 16Q: 3 clusters Score -397926.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -397946.562500 Penalty: 2641.214600
	Iteration 17Q: 3 clusters Score -397946.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -397961.750000 Penalty: 2641.214600
	Iteration 18Q: 3 clusters Score -397961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -397978.468750 Penalty: 2641.214600
	Iteration 19Q: 3 clusters Score -397978.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -397994.937500 Penalty: 2641.214600
	Iteration 20F: 3 clusters Score -397994.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -398006.656250 Penalty: 2641.214600
	Iteration 21Q: 3 clusters Score -398006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -398015.468750 Penalty: 2641.214600
	Iteration 22Q: 3 clusters Score -398015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -398019.625000 Penalty: 2641.214600
	Iteration 23Q: 3 clusters Score -398019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -398024.406250 Penalty: 2641.214600
	Iteration 24Q: 3 clusters Score -398024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -398026.531250 Penalty: 2641.214600
	Iteration 25Q: 3 clusters Score -398026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -398027.125000 Penalty: 2641.214600
	Iteration 26Q: 3 clusters Score -398027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -398029.562500 Penalty: 2641.214600
	Iteration 27Q: 3 clusters Score -398029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -398031.437500 Penalty: 2641.214600
	Iteration 28Q: 3 clusters Score -398031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -398033.312500 Penalty: 2641.214600
	Iteration 29Q: 3 clusters Score -398033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -398036.062500 Penalty: 2641.214600
	Iteration 30Q: 3 clusters Score -398036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -398037.187500 Penalty: 2641.214600
	Iteration 31Q: 3 clusters Score -398037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -398038.218750 Penalty: 2641.214600
	Iteration 32Q: 3 clusters Score -398038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -398038.687500 Penalty: 2641.214600
	Iteration 33Q: 3 clusters Score -398038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -398038.687500 Penalty: 2641.214600
	Iteration 34F: 3 clusters Score -398038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -856427.687500 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -856427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -851297.750000 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -851297.8 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -852968.437500 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -852968.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -853226.187500 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -853226.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -853409.625000 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -853409.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -853576.062500 Penalty: 2869.641113
	Iteration 4Q: 3 clusters Score -853576.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -853727.437500 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -853727.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -853859.187500 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -853859.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -854001.875000 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -854001.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -854172.375000 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -854172.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -854388.125000 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -854388.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -854636.062500 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -854636.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -854874.187500 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -854874.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -855041.125000 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -855041.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -855145.875000 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -855145.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -855217.750000 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -855217.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -855268.562500 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -855268.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -855305.375000 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -855305.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -855329.312500 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -855329.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -855362.625000 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -855362.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -855396.125000 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -855396.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -855416.625000 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -855416.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -855427.000000 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -855427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -855435.687500 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -855435.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -855447.812500 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -855447.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -855453.937500 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -855453.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -855458.625000 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -855458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -855461.062500 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -855461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -855464.250000 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -855464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -855465.437500 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -855465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -855467.562500 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -855467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -855468.312500 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -855468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -855469.500000 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -855469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -855469.375000 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -855469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -855470.062500 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -855470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -855472.000000 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -855472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -855474.187500 Penalty: 2869.641113
	Iteration 35Q: 3 clusters Score -855474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -855475.500000 Penalty: 2869.641113
	Iteration 36Q: 3 clusters Score -855475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -855476.437500 Penalty: 2869.641113
	Iteration 37Q: 3 clusters Score -855476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -855475.625000 Penalty: 2869.641113
	Iteration 38Q: 3 clusters Score -855475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -855475.625000 Penalty: 2869.641113
	Iteration 39F: 3 clusters Score -855475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Entering Unmasked Estep 
Score: -3122803.500000 Penalty: 1639.356445
	Iteration 0F: 2 clusters Score -3122804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3106689.750000 Penalty: 3278.712891
	Iteration 0F: 3 clusters Score -3106690 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3112421.500000 Penalty: 3278.712891
	Iteration 1F: 3 clusters Score -3112422 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3112730.250000 Penalty: 3278.712891
	Iteration 2Q: 3 clusters Score -3112730 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3112994.500000 Penalty: 3278.712891
	Iteration 3Q: 3 clusters Score -3112994 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3113231.000000 Penalty: 3278.712891
	Iteration 4Q: 3 clusters Score -3113231 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3113482.250000 Penalty: 3278.712891
	Iteration 5Q: 3 clusters Score -3113482 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3113762.000000 Penalty: 3278.712891
	Iteration 6Q: 3 clusters Score -3113762 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3114098.750000 Penalty: 3278.712891
	Iteration 7Q: 3 clusters Score -3114099 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3114516.750000 Penalty: 3278.712891
	Iteration 8Q: 3 clusters Score -3114517 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3115087.000000 Penalty: 3278.712891
	Iteration 9Q: 3 clusters Score -3115087 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3115754.250000 Penalty: 3278.712891
	Iteration 10Q: 3 clusters Score -3115754 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3116516.000000 Penalty: 3278.712891
	Iteration 11Q: 3 clusters Score -3116516 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3117326.750000 Penalty: 3278.712891
	Iteration 12Q: 3 clusters Score -3117327 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3117972.750000 Penalty: 3278.712891
	Iteration 13Q: 3 clusters Score -3117973 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3118388.500000 Penalty: 3278.712891
	Iteration 14Q: 3 clusters Score -3118388 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3118696.750000 Penalty: 3278.712891
	Iteration 15Q: 3 clusters Score -3118697 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3118888.000000 Penalty: 3278.712891
	Iteration 16Q: 3 clusters Score -3118888 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3119064.750000 Penalty: 3278.712891
	Iteration 17Q: 3 clusters Score -3119065 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3119233.750000 Penalty: 3278.712891
	Iteration 18Q: 3 clusters Score -3119234 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3119360.500000 Penalty: 3278.712891
	Iteration 19Q: 3 clusters Score -3119360 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3119478.250000 Penalty: 3278.712891
	Iteration 20F: 3 clusters Score -3119478 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3119585.250000 Penalty: 3278.712891
	Iteration 21Q: 3 clusters Score -3119585 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3119647.250000 Penalty: 3278.712891
	Iteration 22Q: 3 clusters Score -3119647 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3119711.250000 Penalty: 3278.712891
	Iteration 23Q: 3 clusters Score -3119711 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3119763.000000 Penalty: 3278.712891
	Iteration 24Q: 3 clusters Score -3119763 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3119814.750000 Penalty: 3278.712891
	Iteration 25Q: 3 clusters Score -3119815 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3119854.500000 Penalty: 3278.712891
	Iteration 26Q: 3 clusters Score -3119854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3119936.000000 Penalty: 3278.712891
	Iteration 27Q: 3 clusters Score -3119936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3119992.250000 Penalty: 3278.712891
	Iteration 28Q: 3 clusters Score -3119992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3120061.500000 Penalty: 3278.712891
	Iteration 29Q: 3 clusters Score -3120062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3120119.250000 Penalty: 3278.712891
	Iteration 30Q: 3 clusters Score -3120119 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3120178.250000 Penalty: 3278.712891
	Iteration 31Q: 3 clusters Score -3120178 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3120233.250000 Penalty: 3278.712891
	Iteration 32Q: 3 clusters Score -3120233 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3120276.500000 Penalty: 3278.712891
	Iteration 33Q: 3 clusters Score -3120276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3120331.000000 Penalty: 3278.712891
	Iteration 34Q: 3 clusters Score -3120331 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3120382.000000 Penalty: 3278.712891
	Iteration 35Q: 3 clusters Score -3120382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3120424.000000 Penalty: 3278.712891
	Iteration 36Q: 3 clusters Score -3120424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3120468.000000 Penalty: 3278.712891
	Iteration 37Q: 3 clusters Score -3120468 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3120499.000000 Penalty: 3278.712891
	Iteration 38Q: 3 clusters Score -3120499 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3120528.750000 Penalty: 3278.712891
	Iteration 39Q: 3 clusters Score -3120529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3120574.750000 Penalty: 3278.712891
	Iteration 40F: 3 clusters Score -3120575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3120600.750000 Penalty: 3278.712891
	Iteration 41Q: 3 clusters Score -3120601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3120623.000000 Penalty: 3278.712891
	Iteration 42Q: 3 clusters Score -3120623 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3120657.000000 Penalty: 3278.712891
	Iteration 43Q: 3 clusters Score -3120657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3120686.250000 Penalty: 3278.712891
	Iteration 44Q: 3 clusters Score -3120686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3120714.500000 Penalty: 3278.712891
	Iteration 45Q: 3 clusters Score -3120714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3120760.000000 Penalty: 3278.712891
	Iteration 46Q: 3 clusters Score -3120760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3120791.750000 Penalty: 3278.712891
	Iteration 47Q: 3 clusters Score -3120792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3120815.250000 Penalty: 3278.712891
	Iteration 48Q: 3 clusters Score -3120815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3120834.000000 Penalty: 3278.712891
	Iteration 49Q: 3 clusters Score -3120834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3120856.000000 Penalty: 3278.712891
	Iteration 50Q: 3 clusters Score -3120856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3120881.250000 Penalty: 3278.712891
	Iteration 51Q: 3 clusters Score -3120881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3120896.000000 Penalty: 3278.712891
	Iteration 52Q: 3 clusters Score -3120896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3120930.750000 Penalty: 3278.712891
	Iteration 53Q: 3 clusters Score -3120931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3120948.250000 Penalty: 3278.712891
	Iteration 54Q: 3 clusters Score -3120948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3120972.750000 Penalty: 3278.712891
	Iteration 55Q: 3 clusters Score -3120973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3120983.500000 Penalty: 3278.712891
	Iteration 56Q: 3 clusters Score -3120984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3121000.750000 Penalty: 3278.712891
	Iteration 57Q: 3 clusters Score -3121001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3121020.750000 Penalty: 3278.712891
	Iteration 58Q: 3 clusters Score -3121021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3121036.500000 Penalty: 3278.712891
	Iteration 59Q: 3 clusters Score -3121036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3121044.250000 Penalty: 3278.712891
	Iteration 60F: 3 clusters Score -3121044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3121053.500000 Penalty: 3278.712891
	Iteration 61Q: 3 clusters Score -3121054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3121061.750000 Penalty: 3278.712891
	Iteration 62Q: 3 clusters Score -3121062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3121072.500000 Penalty: 3278.712891
	Iteration 63Q: 3 clusters Score -3121072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3121089.500000 Penalty: 3278.712891
	Iteration 64Q: 3 clusters Score -3121090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3121099.750000 Penalty: 3278.712891
	Iteration 65Q: 3 clusters Score -3121100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3121108.250000 Penalty: 3278.712891
	Iteration 66Q: 3 clusters Score -3121108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3121112.250000 Penalty: 3278.712891
	Iteration 67Q: 3 clusters Score -3121112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3121112.250000 Penalty: 3278.712891
	Iteration 68Q: 3 clusters Score -3121112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3121117.500000 Penalty: 3278.712891
	Iteration 69Q: 3 clusters Score -3121118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3121134.750000 Penalty: 3278.712891
	Iteration 70Q: 3 clusters Score -3121135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3121151.500000 Penalty: 3278.712891
	Iteration 71Q: 3 clusters Score -3121152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3121156.500000 Penalty: 3278.712891
	Iteration 72Q: 3 clusters Score -3121156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3121179.250000 Penalty: 3278.712891
	Iteration 73Q: 3 clusters Score -3121179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3121181.500000 Penalty: 3278.712891
	Iteration 74Q: 3 clusters Score -3121182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3121180.500000 Penalty: 3278.712891
	Iteration 75Q: 3 clusters Score -3121180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3121191.000000 Penalty: 3278.712891
	Iteration 76Q: 3 clusters Score -3121191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3121193.500000 Penalty: 3278.712891
	Iteration 77Q: 3 clusters Score -3121194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3121200.750000 Penalty: 3278.712891
	Iteration 78Q: 3 clusters Score -3121201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3121203.750000 Penalty: 3278.712891
	Iteration 79Q: 3 clusters Score -3121204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3121206.500000 Penalty: 3278.712891
	Iteration 80F: 3 clusters Score -3121206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3121205.500000 Penalty: 3278.712891
	Iteration 81Q: 3 clusters Score -3121206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3121205.750000 Penalty: 3278.712891
	Iteration 82Q: 3 clusters Score -3121206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3121213.500000 Penalty: 3278.712891
	Iteration 83Q: 3 clusters Score -3121214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3121212.250000 Penalty: 3278.712891
	Iteration 84Q: 3 clusters Score -3121212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3121212.500000 Penalty: 3278.712891
	Iteration 85Q: 3 clusters Score -3121212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3121216.500000 Penalty: 3278.712891
	Iteration 86Q: 3 clusters Score -3121216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3121222.000000 Penalty: 3278.712891
	Iteration 87Q: 3 clusters Score -3121222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3121223.750000 Penalty: 3278.712891
	Iteration 88Q: 3 clusters Score -3121224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3121223.500000 Penalty: 3278.712891
	Iteration 89Q: 3 clusters Score -3121224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3121230.750000 Penalty: 3278.712891
	Iteration 90Q: 3 clusters Score -3121231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3121239.250000 Penalty: 3278.712891
	Iteration 91Q: 3 clusters Score -3121239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3121244.750000 Penalty: 3278.712891
	Iteration 92Q: 3 clusters Score -3121245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3121250.250000 Penalty: 3278.712891
	Iteration 93Q: 3 clusters Score -3121250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3121257.000000 Penalty: 3278.712891
	Iteration 94Q: 3 clusters Score -3121257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3121259.000000 Penalty: 3278.712891
	Iteration 95Q: 3 clusters Score -3121259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3121262.000000 Penalty: 3278.712891
	Iteration 96Q: 3 clusters Score -3121262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3121271.750000 Penalty: 3278.712891
	Iteration 97Q: 3 clusters Score -3121272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3121279.750000 Penalty: 3278.712891
	Iteration 98Q: 3 clusters Score -3121280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3121284.250000 Penalty: 3278.712891
	Iteration 99Q: 3 clusters Score -3121284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3121286.750000 Penalty: 3278.712891
	Iteration 100F: 3 clusters Score -3121287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3121298.750000 Penalty: 3278.712891
	Iteration 101Q: 3 clusters Score -3121299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3121301.250000 Penalty: 3278.712891
	Iteration 102Q: 3 clusters Score -3121301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3121303.250000 Penalty: 3278.712891
	Iteration 103Q: 3 clusters Score -3121303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3121304.250000 Penalty: 3278.712891
	Iteration 104Q: 3 clusters Score -3121304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3121307.250000 Penalty: 3278.712891
	Iteration 105Q: 3 clusters Score -3121307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3121314.250000 Penalty: 3278.712891
	Iteration 106Q: 3 clusters Score -3121314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3121314.250000 Penalty: 3278.712891
	Iteration 107Q: 3 clusters Score -3121314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3121310.750000 Penalty: 3278.712891
	Iteration 108Q: 3 clusters Score -3121311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3121313.750000 Penalty: 3278.712891
	Iteration 109Q: 3 clusters Score -3121314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3121313.500000 Penalty: 3278.712891
	Iteration 110Q: 3 clusters Score -3121314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3121316.500000 Penalty: 3278.712891
	Iteration 111Q: 3 clusters Score -3121316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3121316.750000 Penalty: 3278.712891
	Iteration 112Q: 3 clusters Score -3121317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3121323.750000 Penalty: 3278.712891
	Iteration 113Q: 3 clusters Score -3121324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3121325.500000 Penalty: 3278.712891
	Iteration 114Q: 3 clusters Score -3121326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3121323.750000 Penalty: 3278.712891
	Iteration 115Q: 3 clusters Score -3121324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3121323.250000 Penalty: 3278.712891
	Iteration 116Q: 3 clusters Score -3121323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3121327.500000 Penalty: 3278.712891
	Iteration 117Q: 3 clusters Score -3121328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3121323.500000 Penalty: 3278.712891
	Iteration 118Q: 3 clusters Score -3121324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3121324.750000 Penalty: 3278.712891
	Iteration 119Q: 3 clusters Score -3121325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3121328.500000 Penalty: 3278.712891
	Iteration 120F: 3 clusters Score -3121328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3121325.750000 Penalty: 3278.712891
	Iteration 121Q: 3 clusters Score -3121326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3121330.500000 Penalty: 3278.712891
	Iteration 122Q: 3 clusters Score -3121330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3121327.750000 Penalty: 3278.712891
	Iteration 123Q: 3 clusters Score -3121328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3121326.250000 Penalty: 3278.712891
	Iteration 124Q: 3 clusters Score -3121326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3121326.250000 Penalty: 3278.712891
	Iteration 125F: 3 clusters Score -3121326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -261598.593750 Penalty: 1254.502930
	Iteration 0F: 2 clusters Score -261598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259327.937500 Penalty: 2509.005859
	Iteration 0F: 3 clusters Score -259327.9 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -259904.828125 Penalty: 2509.005859
	Iteration 1F: 3 clusters Score -259904.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260123.218750 Penalty: 2509.005859
	Iteration 2F: 3 clusters Score -260123.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -260280.562500 Penalty: 2509.005859
	Iteration 3F: 3 clusters Score -260280.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260407.703125 Penalty: 2509.005859
	Iteration 4F: 3 clusters Score -260407.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260519.828125 Penalty: 2509.005859
	Iteration 5Q: 3 clusters Score -260519.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260601.515625 Penalty: 2509.005859
	Iteration 6Q: 3 clusters Score -260601.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -260689.000000 Penalty: 2509.005859
	Iteration 7Q: 3 clusters Score -260689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -260772.234375 Penalty: 2509.005859
	Iteration 8Q: 3 clusters Score -260772.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -260834.578125 Penalty: 2509.005859
	Iteration 9Q: 3 clusters Score -260834.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -260873.218750 Penalty: 2509.005859
	Iteration 10Q: 3 clusters Score -260873.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -260903.093750 Penalty: 2509.005859
	Iteration 11Q: 3 clusters Score -260903.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260924.968750 Penalty: 2509.005859
	Iteration 12Q: 3 clusters Score -260925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -260937.031250 Penalty: 2509.005859
	Iteration 13Q: 3 clusters Score -260937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -260947.906250 Penalty: 2509.005859
	Iteration 14Q: 3 clusters Score -260947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -260952.265625 Penalty: 2509.005859
	Iteration 15Q: 3 clusters Score -260952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -260954.515625 Penalty: 2509.005859
	Iteration 16Q: 3 clusters Score -260954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260956.687500 Penalty: 2509.005859
	Iteration 17Q: 3 clusters Score -260956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -260956.781250 Penalty: 2509.005859
	Iteration 18Q: 3 clusters Score -260956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -260957.718750 Penalty: 2509.005859
	Iteration 19Q: 3 clusters Score -260957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -260957.718750 Penalty: 2509.005859
	Iteration 20F: 3 clusters Score -260957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -656038.937500 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -656038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -652130.000000 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -652130 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -653227.500000 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -653227.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -653386.500000 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -653386.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -653496.312500 Penalty: 2757.652100
	Iteration 3Q: 3 clusters Score -653496.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -653574.187500 Penalty: 2757.652100
	Iteration 4Q: 3 clusters Score -653574.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -653633.750000 Penalty: 2757.652100
	Iteration 5Q: 3 clusters Score -653633.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -653690.250000 Penalty: 2757.652100
	Iteration 6Q: 3 clusters Score -653690.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -653735.812500 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -653735.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -653776.750000 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -653776.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -653820.312500 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -653820.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -653865.000000 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -653865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -653922.875000 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -653922.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -653986.437500 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -653986.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -654057.562500 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -654057.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -654131.875000 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -654131.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -654221.625000 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -654221.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -654319.625000 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -654319.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -654405.500000 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -654405.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -654489.250000 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -654489.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -654562.812500 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -654562.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -654620.062500 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -654620.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -654656.125000 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -654656.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -654692.500000 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -654692.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -654715.250000 Penalty: 2757.652100
	Iteration 23Q: 3 clusters Score -654715.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -654736.750000 Penalty: 2757.652100
	Iteration 24Q: 3 clusters Score -654736.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -654751.250000 Penalty: 2757.652100
	Iteration 25Q: 3 clusters Score -654751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -654768.812500 Penalty: 2757.652100
	Iteration 26Q: 3 clusters Score -654768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -654783.187500 Penalty: 2757.652100
	Iteration 27Q: 3 clusters Score -654783.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -654794.187500 Penalty: 2757.652100
	Iteration 28Q: 3 clusters Score -654794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -654798.750000 Penalty: 2757.652100
	Iteration 29Q: 3 clusters Score -654798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -654802.562500 Penalty: 2757.652100
	Iteration 30Q: 3 clusters Score -654802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -654807.375000 Penalty: 2757.652100
	Iteration 31Q: 3 clusters Score -654807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -654811.000000 Penalty: 2757.652100
	Iteration 32Q: 3 clusters Score -654811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -654816.187500 Penalty: 2757.652100
	Iteration 33Q: 3 clusters Score -654816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -654821.687500 Penalty: 2757.652100
	Iteration 34Q: 3 clusters Score -654821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -654824.437500 Penalty: 2757.652100
	Iteration 35Q: 3 clusters Score -654824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -654825.625000 Penalty: 2757.652100
	Iteration 36Q: 3 clusters Score -654825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -654828.750000 Penalty: 2757.652100
	Iteration 37Q: 3 clusters Score -654828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -654832.875000 Penalty: 2757.652100
	Iteration 38Q: 3 clusters Score -654832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -654835.375000 Penalty: 2757.652100
	Iteration 39Q: 3 clusters Score -654835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -654839.437500 Penalty: 2757.652100
	Iteration 40F: 3 clusters Score -654839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -654840.687500 Penalty: 2757.652100
	Iteration 41Q: 3 clusters Score -654840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -654850.875000 Penalty: 2757.652100
	Iteration 42Q: 3 clusters Score -654850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -654857.187500 Penalty: 2757.652100
	Iteration 43Q: 3 clusters Score -654857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -654864.312500 Penalty: 2757.652100
	Iteration 44Q: 3 clusters Score -654864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -654866.000000 Penalty: 2757.652100
	Iteration 45Q: 3 clusters Score -654866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -654866.000000 Penalty: 2757.652100
	Iteration 46F: 3 clusters Score -654866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Entering Unmasked Estep 
Score: -10354992.000000 Penalty: 1831.784668
	Iteration 0F: 2 clusters Score -1.035499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -10303908.000000 Penalty: 3663.569336
	Iteration 0F: 3 clusters Score -1.030391e+07 nChanged 37493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -10325511.000000 Penalty: 3663.569336
	Iteration 1F: 3 clusters Score -1.032551e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -10326086.000000 Penalty: 3663.569336
	Iteration 2Q: 3 clusters Score -1.032609e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10326826.000000 Penalty: 3663.569336
	Iteration 3Q: 3 clusters Score -1.032683e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -10328045.000000 Penalty: 3663.569336
	Iteration 4Q: 3 clusters Score -1.032804e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -10330306.000000 Penalty: 3663.569336
	Iteration 5F: 3 clusters Score -1.033031e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -10334307.000000 Penalty: 3663.569336
	Iteration 6F: 3 clusters Score -1.033431e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -10340034.000000 Penalty: 3663.569336
	Iteration 7F: 3 clusters Score -1.034003e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -10346130.000000 Penalty: 3663.569336
	Iteration 8F: 3 clusters Score -1.034613e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -10350289.000000 Penalty: 3663.569336
	Iteration 9F: 3 clusters Score -1.035029e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -10352268.000000 Penalty: 3663.569336
	Iteration 10Q: 3 clusters Score -1.035227e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -10352979.000000 Penalty: 3663.569336
	Iteration 11Q: 3 clusters Score -1.035298e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -10353239.000000 Penalty: 3663.569336
	Iteration 12Q: 3 clusters Score -1.035324e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -10353309.000000 Penalty: 3663.569336
	Iteration 13Q: 3 clusters Score -1.035331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -10353345.000000 Penalty: 3663.569336
	Iteration 14Q: 3 clusters Score -1.035334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -10353363.000000 Penalty: 3663.569336
	Iteration 15Q: 3 clusters Score -1.035336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -10353387.000000 Penalty: 3663.569336
	Iteration 16Q: 3 clusters Score -1.035339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10353385.000000 Penalty: 3663.569336
	Iteration 17Q: 3 clusters Score -1.035338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10353392.000000 Penalty: 3663.569336
	Iteration 18Q: 3 clusters Score -1.035339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -10353394.000000 Penalty: 3663.569336
	Iteration 19Q: 3 clusters Score -1.035339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10353406.000000 Penalty: 3663.569336
	Iteration 20F: 3 clusters Score -1.035341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10353407.000000 Penalty: 3663.569336
	Iteration 21Q: 3 clusters Score -1.035341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10353407.000000 Penalty: 3663.569336
	Iteration 22F: 3 clusters Score -1.035341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Entering Unmasked Estep 
Score: -2153613.000000 Penalty: 1583.832031
	Iteration 0F: 2 clusters Score -2153613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2141912.000000 Penalty: 3167.664062
	Iteration 0F: 3 clusters Score -2141912 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2145998.250000 Penalty: 3167.664062
	Iteration 1F: 3 clusters Score -2145998 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2146229.000000 Penalty: 3167.664062
	Iteration 2Q: 3 clusters Score -2146229 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2146432.000000 Penalty: 3167.664062
	Iteration 3Q: 3 clusters Score -2146432 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2146619.250000 Penalty: 3167.664062
	Iteration 4Q: 3 clusters Score -2146619 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2146757.500000 Penalty: 3167.664062
	Iteration 5Q: 3 clusters Score -2146758 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2146879.500000 Penalty: 3167.664062
	Iteration 6Q: 3 clusters Score -2146880 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2146995.500000 Penalty: 3167.664062
	Iteration 7Q: 3 clusters Score -2146996 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2147108.750000 Penalty: 3167.664062
	Iteration 8Q: 3 clusters Score -2147109 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2147234.000000 Penalty: 3167.664062
	Iteration 9Q: 3 clusters Score -2147234 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2147393.500000 Penalty: 3167.664062
	Iteration 10Q: 3 clusters Score -2147394 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2147597.250000 Penalty: 3167.664062
	Iteration 11Q: 3 clusters Score -2147597 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2147886.250000 Penalty: 3167.664062
	Iteration 12Q: 3 clusters Score -2147886 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2148276.750000 Penalty: 3167.664062
	Iteration 13Q: 3 clusters Score -2148277 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2148778.000000 Penalty: 3167.664062
	Iteration 14Q: 3 clusters Score -2148778 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2149291.000000 Penalty: 3167.664062
	Iteration 15Q: 3 clusters Score -2149291 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2149721.000000 Penalty: 3167.664062
	Iteration 16Q: 3 clusters Score -2149721 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2150037.250000 Penalty: 3167.664062
	Iteration 17Q: 3 clusters Score -2150037 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2150227.000000 Penalty: 3167.664062
	Iteration 18Q: 3 clusters Score -2150227 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2150354.250000 Penalty: 3167.664062
	Iteration 19Q: 3 clusters Score -2150354 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2150428.500000 Penalty: 3167.664062
	Iteration 20F: 3 clusters Score -2150428 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2150516.250000 Penalty: 3167.664062
	Iteration 21Q: 3 clusters Score -2150516 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2150569.000000 Penalty: 3167.664062
	Iteration 22Q: 3 clusters Score -2150569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2150621.000000 Penalty: 3167.664062
	Iteration 23Q: 3 clusters Score -2150621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2150657.000000 Penalty: 3167.664062
	Iteration 24Q: 3 clusters Score -2150657 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2150683.250000 Penalty: 3167.664062
	Iteration 25Q: 3 clusters Score -2150683 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2150714.250000 Penalty: 3167.664062
	Iteration 26Q: 3 clusters Score -2150714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2150747.750000 Penalty: 3167.664062
	Iteration 27Q: 3 clusters Score -2150748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2150777.250000 Penalty: 3167.664062
	Iteration 28Q: 3 clusters Score -2150777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2150805.250000 Penalty: 3167.664062
	Iteration 29Q: 3 clusters Score -2150805 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2150840.750000 Penalty: 3167.664062
	Iteration 30Q: 3 clusters Score -2150841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2150879.250000 Penalty: 3167.664062
	Iteration 31Q: 3 clusters Score -2150879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2150898.250000 Penalty: 3167.664062
	Iteration 32Q: 3 clusters Score -2150898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2150927.500000 Penalty: 3167.664062
	Iteration 33Q: 3 clusters Score -2150928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2150940.000000 Penalty: 3167.664062
	Iteration 34Q: 3 clusters Score -2150940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2150978.000000 Penalty: 3167.664062
	Iteration 35Q: 3 clusters Score -2150978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2151021.500000 Penalty: 3167.664062
	Iteration 36Q: 3 clusters Score -2151022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2151067.250000 Penalty: 3167.664062
	Iteration 37Q: 3 clusters Score -2151067 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2151103.250000 Penalty: 3167.664062
	Iteration 38Q: 3 clusters Score -2151103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2151160.250000 Penalty: 3167.664062
	Iteration 39Q: 3 clusters Score -2151160 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2151222.750000 Penalty: 3167.664062
	Iteration 40F: 3 clusters Score -2151223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2151309.750000 Penalty: 3167.664062
	Iteration 41Q: 3 clusters Score -2151310 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2151391.250000 Penalty: 3167.664062
	Iteration 42Q: 3 clusters Score -2151391 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2151485.250000 Penalty: 3167.664062
	Iteration 43Q: 3 clusters Score -2151485 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2151573.000000 Penalty: 3167.664062
	Iteration 44Q: 3 clusters Score -2151573 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2151683.250000 Penalty: 3167.664062
	Iteration 45Q: 3 clusters Score -2151683 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2151791.250000 Penalty: 3167.664062
	Iteration 46Q: 3 clusters Score -2151791 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2151879.500000 Penalty: 3167.664062
	Iteration 47Q: 3 clusters Score -2151880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2151958.250000 Penalty: 3167.664062
	Iteration 48Q: 3 clusters Score -2151958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2152022.000000 Penalty: 3167.664062
	Iteration 49Q: 3 clusters Score -2152022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2152072.000000 Penalty: 3167.664062
	Iteration 50Q: 3 clusters Score -2152072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2152110.500000 Penalty: 3167.664062
	Iteration 51Q: 3 clusters Score -2152110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2152130.750000 Penalty: 3167.664062
	Iteration 52Q: 3 clusters Score -2152131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2152147.750000 Penalty: 3167.664062
	Iteration 53Q: 3 clusters Score -2152148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2152164.000000 Penalty: 3167.664062
	Iteration 54Q: 3 clusters Score -2152164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2152176.500000 Penalty: 3167.664062
	Iteration 55Q: 3 clusters Score -2152176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2152195.000000 Penalty: 3167.664062
	Iteration 56Q: 3 clusters Score -2152195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2152204.250000 Penalty: 3167.664062
	Iteration 57Q: 3 clusters Score -2152204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2152208.750000 Penalty: 3167.664062
	Iteration 58Q: 3 clusters Score -2152209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2152214.250000 Penalty: 3167.664062
	Iteration 59Q: 3 clusters Score -2152214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2152219.500000 Penalty: 3167.664062
	Iteration 60F: 3 clusters Score -2152220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2152223.250000 Penalty: 3167.664062
	Iteration 61Q: 3 clusters Score -2152223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2152227.000000 Penalty: 3167.664062
	Iteration 62Q: 3 clusters Score -2152227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2152224.500000 Penalty: 3167.664062
	Iteration 63Q: 3 clusters Score -2152224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2152227.250000 Penalty: 3167.664062
	Iteration 64Q: 3 clusters Score -2152227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2152227.750000 Penalty: 3167.664062
	Iteration 65Q: 3 clusters Score -2152228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2152229.000000 Penalty: 3167.664062
	Iteration 66Q: 3 clusters Score -2152229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2152227.250000 Penalty: 3167.664062
	Iteration 67Q: 3 clusters Score -2152227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2152228.500000 Penalty: 3167.664062
	Iteration 68Q: 3 clusters Score -2152228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2152228.250000 Penalty: 3167.664062
	Iteration 69Q: 3 clusters Score -2152228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2152228.250000 Penalty: 3167.664062
	Iteration 70F: 3 clusters Score -2152228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -303049.406250 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -303049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -300617.281250 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -300617.3 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -301195.375000 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -301195.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -301323.781250 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -301323.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -301416.968750 Penalty: 2545.791260
	Iteration 3F: 3 clusters Score -301417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -301477.218750 Penalty: 2545.791260
	Iteration 4Q: 3 clusters Score -301477.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -301518.812500 Penalty: 2545.791260
	Iteration 5Q: 3 clusters Score -301518.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -301554.281250 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -301554.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -301592.000000 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -301592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -301620.312500 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -301620.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301643.312500 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -301643.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -301663.906250 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -301663.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301682.406250 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -301682.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -301702.906250 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -301702.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -301715.468750 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -301715.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -301727.218750 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -301727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301736.500000 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -301736.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -301747.937500 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -301747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -301759.812500 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -301759.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -301770.906250 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -301770.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -301785.625000 Penalty: 2545.791260
	Iteration 19Q: 3 clusters Score -301785.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -301796.843750 Penalty: 2545.791260
	Iteration 20F: 3 clusters Score -301796.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -301810.281250 Penalty: 2545.791260
	Iteration 21Q: 3 clusters Score -301810.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -301822.312500 Penalty: 2545.791260
	Iteration 22Q: 3 clusters Score -301822.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301834.531250 Penalty: 2545.791260
	Iteration 23Q: 3 clusters Score -301834.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -301845.125000 Penalty: 2545.791260
	Iteration 24Q: 3 clusters Score -301845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -301851.718750 Penalty: 2545.791260
	Iteration 25Q: 3 clusters Score -301851.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -301862.906250 Penalty: 2545.791260
	Iteration 26Q: 3 clusters Score -301862.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -301873.781250 Penalty: 2545.791260
	Iteration 27Q: 3 clusters Score -301873.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -301886.906250 Penalty: 2545.791260
	Iteration 28Q: 3 clusters Score -301886.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -301907.031250 Penalty: 2545.791260
	Iteration 29Q: 3 clusters Score -301907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -301927.281250 Penalty: 2545.791260
	Iteration 30Q: 3 clusters Score -301927.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -301941.625000 Penalty: 2545.791260
	Iteration 31Q: 3 clusters Score -301941.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301958.156250 Penalty: 2545.791260
	Iteration 32Q: 3 clusters Score -301958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -301968.531250 Penalty: 2545.791260
	Iteration 33Q: 3 clusters Score -301968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -301974.593750 Penalty: 2545.791260
	Iteration 34Q: 3 clusters Score -301974.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -301984.375000 Penalty: 2545.791260
	Iteration 35Q: 3 clusters Score -301984.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -301998.750000 Penalty: 2545.791260
	Iteration 36Q: 3 clusters Score -301998.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -302013.343750 Penalty: 2545.791260
	Iteration 37Q: 3 clusters Score -302013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -302021.750000 Penalty: 2545.791260
	Iteration 38Q: 3 clusters Score -302021.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -302030.812500 Penalty: 2545.791260
	Iteration 39Q: 3 clusters Score -302030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -302037.843750 Penalty: 2545.791260
	Iteration 40F: 3 clusters Score -302037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -302042.843750 Penalty: 2545.791260
	Iteration 41Q: 3 clusters Score -302042.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -302053.562500 Penalty: 2545.791260
	Iteration 42Q: 3 clusters Score -302053.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -302066.750000 Penalty: 2545.791260
	Iteration 43Q: 3 clusters Score -302066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -302077.093750 Penalty: 2545.791260
	Iteration 44Q: 3 clusters Score -302077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -302083.375000 Penalty: 2545.791260
	Iteration 45Q: 3 clusters Score -302083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -302088.781250 Penalty: 2545.791260
	Iteration 46Q: 3 clusters Score -302088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -302089.937500 Penalty: 2545.791260
	Iteration 47Q: 3 clusters Score -302089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -302090.656250 Penalty: 2545.791260
	Iteration 48Q: 3 clusters Score -302090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -302091.312500 Penalty: 2545.791260
	Iteration 49Q: 3 clusters Score -302091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -302091.312500 Penalty: 2545.791260
	Iteration 50F: 3 clusters Score -302091.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -1174966.750000 Penalty: 1478.035522
	Iteration 0F: 2 clusters Score -1174967 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 4445 members 
Entering Unmasked Estep 
Score: -1168496.375000 Penalty: 2956.071045
	Iteration 0F: 3 clusters Score -1168496 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1170481.125000 Penalty: 2956.071045
	Iteration 1F: 3 clusters Score -1170481 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1170667.750000 Penalty: 2956.071045
	Iteration 2F: 3 clusters Score -1170668 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1170813.375000 Penalty: 2956.071045
	Iteration 3Q: 3 clusters Score -1170813 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1170923.250000 Penalty: 2956.071045
	Iteration 4Q: 3 clusters Score -1170923 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1171014.125000 Penalty: 2956.071045
	Iteration 5Q: 3 clusters Score -1171014 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1171108.750000 Penalty: 2956.071045
	Iteration 6Q: 3 clusters Score -1171109 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1171207.750000 Penalty: 2956.071045
	Iteration 7Q: 3 clusters Score -1171208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1171300.625000 Penalty: 2956.071045
	Iteration 8Q: 3 clusters Score -1171301 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1171407.750000 Penalty: 2956.071045
	Iteration 9Q: 3 clusters Score -1171408 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1171526.750000 Penalty: 2956.071045
	Iteration 10Q: 3 clusters Score -1171527 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1171687.000000 Penalty: 2956.071045
	Iteration 11Q: 3 clusters Score -1171687 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1171887.250000 Penalty: 2956.071045
	Iteration 12Q: 3 clusters Score -1171887 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1172095.750000 Penalty: 2956.071045
	Iteration 13Q: 3 clusters Score -1172096 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1172301.125000 Penalty: 2956.071045
	Iteration 14Q: 3 clusters Score -1172301 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1172530.625000 Penalty: 2956.071045
	Iteration 15Q: 3 clusters Score -1172531 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1172757.375000 Penalty: 2956.071045
	Iteration 16Q: 3 clusters Score -1172757 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1172967.125000 Penalty: 2956.071045
	Iteration 17Q: 3 clusters Score -1172967 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1173170.000000 Penalty: 2956.071045
	Iteration 18Q: 3 clusters Score -1173170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1173327.125000 Penalty: 2956.071045
	Iteration 19Q: 3 clusters Score -1173327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1173437.000000 Penalty: 2956.071045
	Iteration 20F: 3 clusters Score -1173437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1173510.500000 Penalty: 2956.071045
	Iteration 21Q: 3 clusters Score -1173510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1173564.125000 Penalty: 2956.071045
	Iteration 22Q: 3 clusters Score -1173564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1173605.625000 Penalty: 2956.071045
	Iteration 23Q: 3 clusters Score -1173606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1173628.375000 Penalty: 2956.071045
	Iteration 24Q: 3 clusters Score -1173628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1173649.750000 Penalty: 2956.071045
	Iteration 25Q: 3 clusters Score -1173650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1173663.375000 Penalty: 2956.071045
	Iteration 26Q: 3 clusters Score -1173663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1173671.500000 Penalty: 2956.071045
	Iteration 27Q: 3 clusters Score -1173672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1173674.000000 Penalty: 2956.071045
	Iteration 28Q: 3 clusters Score -1173674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1173674.125000 Penalty: 2956.071045
	Iteration 29Q: 3 clusters Score -1173674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1173674.375000 Penalty: 2956.071045
	Iteration 30Q: 3 clusters Score -1173674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1173678.750000 Penalty: 2956.071045
	Iteration 31Q: 3 clusters Score -1173679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1173681.375000 Penalty: 2956.071045
	Iteration 32Q: 3 clusters Score -1173681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1173690.125000 Penalty: 2956.071045
	Iteration 33Q: 3 clusters Score -1173690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1173693.000000 Penalty: 2956.071045
	Iteration 34Q: 3 clusters Score -1173693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1173695.000000 Penalty: 2956.071045
	Iteration 35Q: 3 clusters Score -1173695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1173695.000000 Penalty: 2956.071045
	Iteration 36F: 3 clusters Score -1173695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Entering Unmasked Estep 
Score: -12483017.000000 Penalty: 1862.438354
	Iteration 0F: 2 clusters Score -1.248302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -12426063.000000 Penalty: 3724.876709
	Iteration 0F: 3 clusters Score -1.242606e+07 nChanged 45376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -12452269.000000 Penalty: 3724.876709
	Iteration 1F: 3 clusters Score -1.245227e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -12452938.000000 Penalty: 3724.876709
	Iteration 2Q: 3 clusters Score -1.245294e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -12454118.000000 Penalty: 3724.876709
	Iteration 3Q: 3 clusters Score -1.245412e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -12456197.000000 Penalty: 3724.876709
	Iteration 4Q: 3 clusters Score -1.24562e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -12459640.000000 Penalty: 3724.876709
	Iteration 5F: 3 clusters Score -1.245964e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -12463923.000000 Penalty: 3724.876709
	Iteration 6F: 3 clusters Score -1.246392e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -12468276.000000 Penalty: 3724.876709
	Iteration 7F: 3 clusters Score -1.246828e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -12471405.000000 Penalty: 3724.876709
	Iteration 8Q: 3 clusters Score -1.24714e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -12473345.000000 Penalty: 3724.876709
	Iteration 9Q: 3 clusters Score -1.247334e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -12474349.000000 Penalty: 3724.876709
	Iteration 10Q: 3 clusters Score -1.247435e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -12475034.000000 Penalty: 3724.876709
	Iteration 11Q: 3 clusters Score -1.247503e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -12475441.000000 Penalty: 3724.876709
	Iteration 12Q: 3 clusters Score -1.247544e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -12475691.000000 Penalty: 3724.876709
	Iteration 13Q: 3 clusters Score -1.247569e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -12475837.000000 Penalty: 3724.876709
	Iteration 14Q: 3 clusters Score -1.247584e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -12476032.000000 Penalty: 3724.876709
	Iteration 15Q: 3 clusters Score -1.247603e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -12476161.000000 Penalty: 3724.876709
	Iteration 16Q: 3 clusters Score -1.247616e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -12476264.000000 Penalty: 3724.876709
	Iteration 17Q: 3 clusters Score -1.247626e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -12476400.000000 Penalty: 3724.876709
	Iteration 18Q: 3 clusters Score -1.24764e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 83742 members 
Entering Unmasked Estep 
Score: -12476565.000000 Penalty: 3724.876709
	Iteration 19Q: 3 clusters Score -1.247656e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -12476673.000000 Penalty: 3724.876709
	Iteration 20F: 3 clusters Score -1.247667e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -12476852.000000 Penalty: 3724.876709
	Iteration 21Q: 3 clusters Score -1.247685e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -12476964.000000 Penalty: 3724.876709
	Iteration 22Q: 3 clusters Score -1.247696e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -12477102.000000 Penalty: 3724.876709
	Iteration 23Q: 3 clusters Score -1.24771e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -12477194.000000 Penalty: 3724.876709
	Iteration 24Q: 3 clusters Score -1.247719e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -12477359.000000 Penalty: 3724.876709
	Iteration 25Q: 3 clusters Score -1.247736e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -12477526.000000 Penalty: 3724.876709
	Iteration 26Q: 3 clusters Score -1.247753e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -12477664.000000 Penalty: 3724.876709
	Iteration 27Q: 3 clusters Score -1.247766e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -12477812.000000 Penalty: 3724.876709
	Iteration 28Q: 3 clusters Score -1.247781e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -12478011.000000 Penalty: 3724.876709
	Iteration 29Q: 3 clusters Score -1.247801e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -12478294.000000 Penalty: 3724.876709
	Iteration 30Q: 3 clusters Score -1.247829e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -12478541.000000 Penalty: 3724.876709
	Iteration 31Q: 3 clusters Score -1.247854e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -12478776.000000 Penalty: 3724.876709
	Iteration 32Q: 3 clusters Score -1.247878e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -12479020.000000 Penalty: 3724.876709
	Iteration 33Q: 3 clusters Score -1.247902e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -12479225.000000 Penalty: 3724.876709
	Iteration 34Q: 3 clusters Score -1.247922e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -12479457.000000 Penalty: 3724.876709
	Iteration 35Q: 3 clusters Score -1.247946e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -12479640.000000 Penalty: 3724.876709
	Iteration 36Q: 3 clusters Score -1.247964e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -12479828.000000 Penalty: 3724.876709
	Iteration 37Q: 3 clusters Score -1.247983e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -12479861.000000 Penalty: 3724.876709
	Iteration 38Q: 3 clusters Score -1.247986e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -12479940.000000 Penalty: 3724.876709
	Iteration 39Q: 3 clusters Score -1.247994e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -12480526.000000 Penalty: 3724.876709
	Iteration 40F: 3 clusters Score -1.248053e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -12481379.000000 Penalty: 3724.876709
	Iteration 41Q: 3 clusters Score -1.248138e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -12482153.000000 Penalty: 3724.876709
	Iteration 42Q: 3 clusters Score -1.248215e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -12482668.000000 Penalty: 3724.876709
	Iteration 43Q: 3 clusters Score -1.248267e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -12483096.000000 Penalty: 3724.876709
	Iteration 44Q: 3 clusters Score -1.24831e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -12483382.000000 Penalty: 3724.876709
	Iteration 45Q: 3 clusters Score -1.248338e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -12483693.000000 Penalty: 3724.876709
	Iteration 46Q: 3 clusters Score -1.248369e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -12483912.000000 Penalty: 3724.876709
	Iteration 47Q: 3 clusters Score -1.248391e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -12484099.000000 Penalty: 3724.876709
	Iteration 48Q: 3 clusters Score -1.24841e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -12484241.000000 Penalty: 3724.876709
	Iteration 49Q: 3 clusters Score -1.248424e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -12484337.000000 Penalty: 3724.876709
	Iteration 50Q: 3 clusters Score -1.248434e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -12484438.000000 Penalty: 3724.876709
	Iteration 51Q: 3 clusters Score -1.248444e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -12484506.000000 Penalty: 3724.876709
	Iteration 52Q: 3 clusters Score -1.248451e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -12484556.000000 Penalty: 3724.876709
	Iteration 53Q: 3 clusters Score -1.248456e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -12484518.000000 Penalty: 3724.876709
	Iteration 54Q: 3 clusters Score -1.248452e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -12484437.000000 Penalty: 3724.876709
	Iteration 55Q: 3 clusters Score -1.248444e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -12484507.000000 Penalty: 3724.876709
	Iteration 56Q: 3 clusters Score -1.248451e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -12484601.000000 Penalty: 3724.876709
	Iteration 57Q: 3 clusters Score -1.24846e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -12484594.000000 Penalty: 3724.876709
	Iteration 58Q: 3 clusters Score -1.248459e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -12484585.000000 Penalty: 3724.876709
	Iteration 59Q: 3 clusters Score -1.248458e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -12484724.000000 Penalty: 3724.876709
	Iteration 60F: 3 clusters Score -1.248472e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -12484772.000000 Penalty: 3724.876709
	Iteration 61Q: 3 clusters Score -1.248477e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -12484868.000000 Penalty: 3724.876709
	Iteration 62Q: 3 clusters Score -1.248487e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -12484899.000000 Penalty: 3724.876709
	Iteration 63Q: 3 clusters Score -1.24849e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -12484957.000000 Penalty: 3724.876709
	Iteration 64Q: 3 clusters Score -1.248496e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -12485000.000000 Penalty: 3724.876709
	Iteration 65Q: 3 clusters Score -1.2485e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -12484993.000000 Penalty: 3724.876709
	Iteration 66Q: 3 clusters Score -1.248499e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -12485039.000000 Penalty: 3724.876709
	Iteration 67Q: 3 clusters Score -1.248504e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -12485110.000000 Penalty: 3724.876709
	Iteration 68Q: 3 clusters Score -1.248511e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -12485133.000000 Penalty: 3724.876709
	Iteration 69Q: 3 clusters Score -1.248513e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -12485174.000000 Penalty: 3724.876709
	Iteration 70Q: 3 clusters Score -1.248517e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -12485155.000000 Penalty: 3724.876709
	Iteration 71Q: 3 clusters Score -1.248516e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -12485136.000000 Penalty: 3724.876709
	Iteration 72Q: 3 clusters Score -1.248514e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -12485157.000000 Penalty: 3724.876709
	Iteration 73Q: 3 clusters Score -1.248516e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -12485159.000000 Penalty: 3724.876709
	Iteration 74Q: 3 clusters Score -1.248516e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -12485168.000000 Penalty: 3724.876709
	Iteration 75Q: 3 clusters Score -1.248517e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -12485164.000000 Penalty: 3724.876709
	Iteration 76Q: 3 clusters Score -1.248516e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -12485182.000000 Penalty: 3724.876709
	Iteration 77Q: 3 clusters Score -1.248518e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -12485169.000000 Penalty: 3724.876709
	Iteration 78Q: 3 clusters Score -1.248517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -12485156.000000 Penalty: 3724.876709
	Iteration 79Q: 3 clusters Score -1.248516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -12485160.000000 Penalty: 3724.876709
	Iteration 80F: 3 clusters Score -1.248516e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -12485150.000000 Penalty: 3724.876709
	Iteration 81Q: 3 clusters Score -1.248515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -12485167.000000 Penalty: 3724.876709
	Iteration 82Q: 3 clusters Score -1.248517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -12485176.000000 Penalty: 3724.876709
	Iteration 83Q: 3 clusters Score -1.248518e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -12485167.000000 Penalty: 3724.876709
	Iteration 84Q: 3 clusters Score -1.248517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -12485161.000000 Penalty: 3724.876709
	Iteration 85Q: 3 clusters Score -1.248516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -12485144.000000 Penalty: 3724.876709
	Iteration 86Q: 3 clusters Score -1.248514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -12485166.000000 Penalty: 3724.876709
	Iteration 87Q: 3 clusters Score -1.248517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -12485157.000000 Penalty: 3724.876709
	Iteration 88Q: 3 clusters Score -1.248516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -12485156.000000 Penalty: 3724.876709
	Iteration 89Q: 3 clusters Score -1.248516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -12485160.000000 Penalty: 3724.876709
	Iteration 90Q: 3 clusters Score -1.248516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -12485157.000000 Penalty: 3724.876709
	Iteration 91Q: 3 clusters Score -1.248516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -12485157.000000 Penalty: 3724.876709
	Iteration 92Q: 3 clusters Score -1.248516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -12485162.000000 Penalty: 3724.876709
	Iteration 93Q: 3 clusters Score -1.248516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -12485158.000000 Penalty: 3724.876709
	Iteration 94Q: 3 clusters Score -1.248516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -12485159.000000 Penalty: 3724.876709
	Iteration 95Q: 3 clusters Score -1.248516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -12485166.000000 Penalty: 3724.876709
	Iteration 96Q: 3 clusters Score -1.248517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -12485191.000000 Penalty: 3724.876709
	Iteration 97Q: 3 clusters Score -1.248519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -12485189.000000 Penalty: 3724.876709
	Iteration 98Q: 3 clusters Score -1.248519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -12485191.000000 Penalty: 3724.876709
	Iteration 99Q: 3 clusters Score -1.248519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -12485184.000000 Penalty: 3724.876709
	Iteration 100F: 3 clusters Score -1.248518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -12485173.000000 Penalty: 3724.876709
	Iteration 101Q: 3 clusters Score -1.248517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -12485177.000000 Penalty: 3724.876709
	Iteration 102Q: 3 clusters Score -1.248518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -12485172.000000 Penalty: 3724.876709
	Iteration 103Q: 3 clusters Score -1.248517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -12485173.000000 Penalty: 3724.876709
	Iteration 104Q: 3 clusters Score -1.248517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -12485172.000000 Penalty: 3724.876709
	Iteration 105Q: 3 clusters Score -1.248517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -12485181.000000 Penalty: 3724.876709
	Iteration 106Q: 3 clusters Score -1.248518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -12485177.000000 Penalty: 3724.876709
	Iteration 107Q: 3 clusters Score -1.248518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -12485188.000000 Penalty: 3724.876709
	Iteration 108Q: 3 clusters Score -1.248519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -12485178.000000 Penalty: 3724.876709
	Iteration 109Q: 3 clusters Score -1.248518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -12485175.000000 Penalty: 3724.876709
	Iteration 110Q: 3 clusters Score -1.248518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -12485175.000000 Penalty: 3724.876709
	Iteration 111Q: 3 clusters Score -1.248518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -12485156.000000 Penalty: 3724.876709
	Iteration 112Q: 3 clusters Score -1.248516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -12485164.000000 Penalty: 3724.876709
	Iteration 113Q: 3 clusters Score -1.248516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -12485155.000000 Penalty: 3724.876709
	Iteration 114Q: 3 clusters Score -1.248516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -12485157.000000 Penalty: 3724.876709
	Iteration 115Q: 3 clusters Score -1.248516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -12485149.000000 Penalty: 3724.876709
	Iteration 116Q: 3 clusters Score -1.248515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -12485153.000000 Penalty: 3724.876709
	Iteration 117Q: 3 clusters Score -1.248515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -12485143.000000 Penalty: 3724.876709
	Iteration 118Q: 3 clusters Score -1.248514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -12485142.000000 Penalty: 3724.876709
	Iteration 119Q: 3 clusters Score -1.248514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -12485145.000000 Penalty: 3724.876709
	Iteration 120F: 3 clusters Score -1.248514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 90874 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 73769 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 24061 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 78631 members 
Mstep: Class 18 contains 17097 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8916 members 
Mstep: Class 21 contains 43155 members 
Mstep: Class 22 contains 51800 members 
Mstep: Class 23 contains 69839 members 
Mstep: Class 24 contains 28473 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4640 members 
Mstep: Class 28 contains 47200 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 2473 members 
Mstep: Class 31 contains 51029 members 
Mstep: Class 32 contains 63142 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6259 members 
Mstep: Class 42 contains 3550 members 
Mstep: Class 43 contains 83731 members 
Entering Unmasked Estep 
Score: -127771728.000000 Penalty: 96539.859375
Splitting cluster 21 changes total score from -127769160.000000 to -127771728.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 23 (69839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Entering Unmasked Estep 
Score: -9227847.000000 Penalty: 1812.516479
	Iteration 0F: 2 clusters Score -9227847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -9181986.000000 Penalty: 3625.032959
	Iteration 0F: 3 clusters Score -9181986 nChanged 33006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -9200601.000000 Penalty: 3625.032959
	Iteration 1F: 3 clusters Score -9200601 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -9201122.000000 Penalty: 3625.032959
	Iteration 2Q: 3 clusters Score -9201122 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -9201649.000000 Penalty: 3625.032959
	Iteration 3Q: 3 clusters Score -9201649 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -9202180.000000 Penalty: 3625.032959
	Iteration 4Q: 3 clusters Score -9202180 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9202875.000000 Penalty: 3625.032959
	Iteration 5Q: 3 clusters Score -9202875 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -9203804.000000 Penalty: 3625.032959
	Iteration 6Q: 3 clusters Score -9203804 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -9205006.000000 Penalty: 3625.032959
	Iteration 7Q: 3 clusters Score -9205006 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -9206852.000000 Penalty: 3625.032959
	Iteration 8Q: 3 clusters Score -9206852 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -9209670.000000 Penalty: 3625.032959
	Iteration 9F: 3 clusters Score -9209670 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -9213498.000000 Penalty: 3625.032959
	Iteration 10F: 3 clusters Score -9213498 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -9216656.000000 Penalty: 3625.032959
	Iteration 11F: 3 clusters Score -9216656 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -9218139.000000 Penalty: 3625.032959
	Iteration 12Q: 3 clusters Score -9218139 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -9218944.000000 Penalty: 3625.032959
	Iteration 13Q: 3 clusters Score -9218944 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -9219459.000000 Penalty: 3625.032959
	Iteration 14Q: 3 clusters Score -9219459 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -9219936.000000 Penalty: 3625.032959
	Iteration 15Q: 3 clusters Score -9219936 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9220457.000000 Penalty: 3625.032959
	Iteration 16Q: 3 clusters Score -9220457 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -9220928.000000 Penalty: 3625.032959
	Iteration 17Q: 3 clusters Score -9220928 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -9221432.000000 Penalty: 3625.032959
	Iteration 18Q: 3 clusters Score -9221432 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -9221898.000000 Penalty: 3625.032959
	Iteration 19Q: 3 clusters Score -9221898 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -9222355.000000 Penalty: 3625.032959
	Iteration 20F: 3 clusters Score -9222355 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -9222801.000000 Penalty: 3625.032959
	Iteration 21Q: 3 clusters Score -9222801 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -9223235.000000 Penalty: 3625.032959
	Iteration 22Q: 3 clusters Score -9223235 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -9223667.000000 Penalty: 3625.032959
	Iteration 23Q: 3 clusters Score -9223667 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9224130.000000 Penalty: 3625.032959
	Iteration 24Q: 3 clusters Score -9224130 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -9224481.000000 Penalty: 3625.032959
	Iteration 25Q: 3 clusters Score -9224481 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -9224704.000000 Penalty: 3625.032959
	Iteration 26Q: 3 clusters Score -9224704 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -9224845.000000 Penalty: 3625.032959
	Iteration 27Q: 3 clusters Score -9224845 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9224963.000000 Penalty: 3625.032959
	Iteration 28Q: 3 clusters Score -9224963 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -9225048.000000 Penalty: 3625.032959
	Iteration 29Q: 3 clusters Score -9225048 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -9225081.000000 Penalty: 3625.032959
	Iteration 30Q: 3 clusters Score -9225081 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -9225126.000000 Penalty: 3625.032959
	Iteration 31Q: 3 clusters Score -9225126 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -9225143.000000 Penalty: 3625.032959
	Iteration 32Q: 3 clusters Score -9225143 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -9225151.000000 Penalty: 3625.032959
	Iteration 33Q: 3 clusters Score -9225151 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -9225212.000000 Penalty: 3625.032959
	Iteration 34Q: 3 clusters Score -9225212 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -9225240.000000 Penalty: 3625.032959
	Iteration 35Q: 3 clusters Score -9225240 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -9225264.000000 Penalty: 3625.032959
	Iteration 36Q: 3 clusters Score -9225264 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -9225282.000000 Penalty: 3625.032959
	Iteration 37Q: 3 clusters Score -9225282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9225292.000000 Penalty: 3625.032959
	Iteration 38Q: 3 clusters Score -9225292 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9225301 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9225334 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9225359 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9225393 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9225430 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9225437 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9225472 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9225518 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9225556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9225588 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -9225613.000000 Penalty: 3625.032959
	Iteration 49Q: 3 clusters Score -9225613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -9225614.000000 Penalty: 3625.032959
	Iteration 50Q: 3 clusters Score -9225614 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -9225636.000000 Penalty: 3625.032959
	Iteration 51Q: 3 clusters Score -9225636 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9225660 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -9225664.000000 Penalty: 3625.032959
	Iteration 53Q: 3 clusters Score -9225664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -9225672.000000 Penalty: 3625.032959
	Iteration 54Q: 3 clusters Score -9225672 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -9225649.000000 Penalty: 3625.032959
	Iteration 55Q: 3 clusters Score -9225649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -9225681.000000 Penalty: 3625.032959
	Iteration 56Q: 3 clusters Score -9225681 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -9225734.000000 Penalty: 3625.032959
	Iteration 57Q: 3 clusters Score -9225734 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9225750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9225766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9225787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9225784 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -9225803.000000 Penalty: 3625.032959
	Iteration 62Q: 3 clusters Score -9225803 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -9225808.000000 Penalty: 3625.032959
	Iteration 63Q: 3 clusters Score -9225808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -9225823.000000 Penalty: 3625.032959
	Iteration 64Q: 3 clusters Score -9225823 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -9225828.000000 Penalty: 3625.032959
	Iteration 65Q: 3 clusters Score -9225828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -9225832.000000 Penalty: 3625.032959
	Iteration 66Q: 3 clusters Score -9225832 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9225833 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9225864 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -9225925.000000 Penalty: 3625.032959
	Iteration 69Q: 3 clusters Score -9225925 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -9225952.000000 Penalty: 3625.032959
	Iteration 70Q: 3 clusters Score -9225952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9225961 nChanged 152
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Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9225970 nChanged 145
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Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9225966 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9226022 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -9226055.000000 Penalty: 3625.032959
	Iteration 75Q: 3 clusters Score -9226055 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9226058 nChanged 140
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Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9226046 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -9226063.000000 Penalty: 3625.032959
	Iteration 78Q: 3 clusters Score -9226063 nChanged 165
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Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9226079 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -9226105.000000 Penalty: 3625.032959
	Iteration 80F: 3 clusters Score -9226105 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -9226136.000000 Penalty: 3625.032959
	Iteration 81Q: 3 clusters Score -9226136 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -9226176.000000 Penalty: 3625.032959
	Iteration 82Q: 3 clusters Score -9226176 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9226173.000000 Penalty: 3625.032959
	Iteration 83Q: 3 clusters Score -9226173 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -9226181.000000 Penalty: 3625.032959
	Iteration 84Q: 3 clusters Score -9226181 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -9226220.000000 Penalty: 3625.032959
	Iteration 85Q: 3 clusters Score -9226220 nChanged 166
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Mstep: Class 1 contains 46090 members 
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Entering Unmasked Estep 
Score: -9226231.000000 Penalty: 3625.032959
	Iteration 86Q: 3 clusters Score -9226231 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9226277 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -9226290.000000 Penalty: 3625.032959
	Iteration 88Q: 3 clusters Score -9226290 nChanged 127
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Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9226260 nChanged 127
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Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9226277 nChanged 113
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Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9226276 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -9226292.000000 Penalty: 3625.032959
	Iteration 92Q: 3 clusters Score -9226292 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46967 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9226298 nChanged 132
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Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9226308 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9226316 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9226331 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47511 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9226363 nChanged 137
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Mstep: Class 1 contains 47648 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9226360 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47800 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9226361 nChanged 155
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Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9226386 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9226414 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48307 members 
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Entering Unmasked Estep 
Score: -9226419.000000 Penalty: 3625.032959
	Iteration 102Q: 3 clusters Score -9226419 nChanged 192
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Mstep: Class 1 contains 48499 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9226445 nChanged 212
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Mstep: Class 1 contains 48711 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9226430 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48929 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9226472 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49141 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9226496 nChanged 207
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9226499 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49545 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9226540 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9226551 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49926 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9226544 nChanged 171
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Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9226596 nChanged 165
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Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9226614 nChanged 136
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Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9226617 nChanged 130
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9226629 nChanged 122
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Mstep: Class 2 contains 19189 members 
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	Iteration 115Q: 3 clusters Score -9226629 nChanged 100
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Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9226623 nChanged 93
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Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9226628 nChanged 84
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Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9226633 nChanged 96
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Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9226642 nChanged 74
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9226649 nChanged 66
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Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9226661 nChanged 61
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Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9226668 nChanged 60
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9226667 nChanged 44
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Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9226676 nChanged 51
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Mstep: Class 1 contains 51377 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9226673 nChanged 49
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9226690 nChanged 64
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9226694 nChanged 67
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9226699 nChanged 60
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Mstep: Class 1 contains 51617 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9226728 nChanged 58
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Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9226738 nChanged 62
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9226727 nChanged 61
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9226729 nChanged 58
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Entering Unmasked Estep 
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Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9226692 nChanged 60
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	Iteration 141Q: 3 clusters Score -9226715 nChanged 63
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9226718 nChanged 65
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Mstep: Class 1 contains 52411 members 
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Mstep: Class 1 contains 52478 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52559 members 
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Mstep: Class 1 contains 52739 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53055 members 
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Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 16681 members 
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Mstep: Class 1 contains 53267 members 
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Mstep: Class 1 contains 53398 members 
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Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 15848 members 
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Mstep: Class 1 contains 54205 members 
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	Iteration 169Q: 3 clusters Score -9226913 nChanged 71
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	Iteration 170Q: 3 clusters Score -9226930 nChanged 72
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Mstep: Class 2 contains 14490 members 
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	Iteration 195Q: 3 clusters Score -9227024 nChanged 76
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	Iteration 197Q: 3 clusters Score -9227033 nChanged 85
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	Iteration 200F: 3 clusters Score -9227020 nChanged 73
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	Iteration 204Q: 3 clusters Score -9227004 nChanged 55
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	Iteration 207Q: 3 clusters Score -9227026 nChanged 38
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	Iteration 208Q: 3 clusters Score -9227024 nChanged 32
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	Iteration 209Q: 3 clusters Score -9227021 nChanged 38
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	Iteration 214Q: 3 clusters Score -9227029 nChanged 24
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	Iteration 215Q: 3 clusters Score -9227028 nChanged 18
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	Iteration 216Q: 3 clusters Score -9227037 nChanged 9
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	Iteration 217Q: 3 clusters Score -9227037 nChanged 6
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	Iteration 218Q: 3 clusters Score -9227031 nChanged 8
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	Iteration 219Q: 3 clusters Score -9227041 nChanged 6
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	Iteration 220F: 3 clusters Score -9227036 nChanged 8
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	Iteration 222Q: 3 clusters Score -9227040 nChanged 6
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	Iteration 223Q: 3 clusters Score -9227032 nChanged 4
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	Iteration 225Q: 3 clusters Score -9227032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -9227024.000000 Penalty: 3625.032959
	Iteration 226Q: 3 clusters Score -9227024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -9227024.000000 Penalty: 3625.032959
	Iteration 227Q: 3 clusters Score -9227024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -9227033.000000 Penalty: 3625.032959
	Iteration 228Q: 3 clusters Score -9227033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -9227032.000000 Penalty: 3625.032959
	Iteration 229Q: 3 clusters Score -9227032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -9227031.000000 Penalty: 3625.032959
	Iteration 230Q: 3 clusters Score -9227031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -9227029.000000 Penalty: 3625.032959
	Iteration 231Q: 3 clusters Score -9227029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -9227041.000000 Penalty: 3625.032959
	Iteration 232Q: 3 clusters Score -9227041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -9227036.000000 Penalty: 3625.032959
	Iteration 233Q: 3 clusters Score -9227036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -9227037.000000 Penalty: 3625.032959
	Iteration 234Q: 3 clusters Score -9227037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -9227043.000000 Penalty: 3625.032959
	Iteration 235Q: 3 clusters Score -9227043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -9227035.000000 Penalty: 3625.032959
	Iteration 236Q: 3 clusters Score -9227035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -9227031.000000 Penalty: 3625.032959
	Iteration 237Q: 3 clusters Score -9227031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -9227039.000000 Penalty: 3625.032959
	Iteration 238Q: 3 clusters Score -9227039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -9227038.000000 Penalty: 3625.032959
	Iteration 239Q: 3 clusters Score -9227038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -9227046.000000 Penalty: 3625.032959
	Iteration 240F: 3 clusters Score -9227046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -9227045.000000 Penalty: 3625.032959
	Iteration 241Q: 3 clusters Score -9227045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -9227035.000000 Penalty: 3625.032959
	Iteration 242Q: 3 clusters Score -9227035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -9227037.000000 Penalty: 3625.032959
	Iteration 243Q: 3 clusters Score -9227037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -9227050.000000 Penalty: 3625.032959
	Iteration 244Q: 3 clusters Score -9227050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -9227048.000000 Penalty: 3625.032959
	Iteration 245Q: 3 clusters Score -9227048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -9227040.000000 Penalty: 3625.032959
	Iteration 246Q: 3 clusters Score -9227040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -9227049.000000 Penalty: 3625.032959
	Iteration 247Q: 3 clusters Score -9227049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -9227050.000000 Penalty: 3625.032959
	Iteration 248Q: 3 clusters Score -9227050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -9227032.000000 Penalty: 3625.032959
	Iteration 249Q: 3 clusters Score -9227032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -9227035.000000 Penalty: 3625.032959
	Iteration 250Q: 3 clusters Score -9227035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -9227032.000000 Penalty: 3625.032959
	Iteration 251Q: 3 clusters Score -9227032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -9227030.000000 Penalty: 3625.032959
	Iteration 252Q: 3 clusters Score -9227030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -9227044.000000 Penalty: 3625.032959
	Iteration 253Q: 3 clusters Score -9227044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -9227042.000000 Penalty: 3625.032959
	Iteration 254Q: 3 clusters Score -9227042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -9227042.000000 Penalty: 3625.032959
	Iteration 255Q: 3 clusters Score -9227042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -9227047.000000 Penalty: 3625.032959
	Iteration 256Q: 3 clusters Score -9227047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -9227052.000000 Penalty: 3625.032959
	Iteration 257Q: 3 clusters Score -9227052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -9227065.000000 Penalty: 3625.032959
	Iteration 258Q: 3 clusters Score -9227065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -9227071.000000 Penalty: 3625.032959
	Iteration 259Q: 3 clusters Score -9227071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -9227080.000000 Penalty: 3625.032959
	Iteration 260F: 3 clusters Score -9227080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -9227087.000000 Penalty: 3625.032959
	Iteration 261Q: 3 clusters Score -9227087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -9227090.000000 Penalty: 3625.032959
	Iteration 262Q: 3 clusters Score -9227090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -9227094.000000 Penalty: 3625.032959
	Iteration 263Q: 3 clusters Score -9227094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9227089.000000 Penalty: 3625.032959
	Iteration 264Q: 3 clusters Score -9227089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -9227103.000000 Penalty: 3625.032959
	Iteration 265Q: 3 clusters Score -9227103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -9227098.000000 Penalty: 3625.032959
	Iteration 266Q: 3 clusters Score -9227098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -9227097.000000 Penalty: 3625.032959
	Iteration 267Q: 3 clusters Score -9227097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -9227097.000000 Penalty: 3625.032959
	Iteration 268F: 3 clusters Score -9227097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Entering Unmasked Estep 
Score: -3768254.500000 Penalty: 1666.715698
	Iteration 0F: 2 clusters Score -3768254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3749058.500000 Penalty: 3333.431396
	Iteration 0F: 3 clusters Score -3749058 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3756329.500000 Penalty: 3333.431396
	Iteration 1F: 3 clusters Score -3756330 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3756827.750000 Penalty: 3333.431396
	Iteration 2Q: 3 clusters Score -3756828 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3757336.750000 Penalty: 3333.431396
	Iteration 3Q: 3 clusters Score -3757337 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3757936.750000 Penalty: 3333.431396
	Iteration 4Q: 3 clusters Score -3757937 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3758724.000000 Penalty: 3333.431396
	Iteration 5F: 3 clusters Score -3758724 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3759988.000000 Penalty: 3333.431396
	Iteration 6F: 3 clusters Score -3759988 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3761765.000000 Penalty: 3333.431396
	Iteration 7F: 3 clusters Score -3761765 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3763514.250000 Penalty: 3333.431396
	Iteration 8F: 3 clusters Score -3763514 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3764449.500000 Penalty: 3333.431396
	Iteration 9F: 3 clusters Score -3764450 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3765007.000000 Penalty: 3333.431396
	Iteration 10Q: 3 clusters Score -3765007 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3765392.000000 Penalty: 3333.431396
	Iteration 11Q: 3 clusters Score -3765392 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3765754.750000 Penalty: 3333.431396
	Iteration 12Q: 3 clusters Score -3765755 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3766070.000000 Penalty: 3333.431396
	Iteration 13Q: 3 clusters Score -3766070 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3766316.500000 Penalty: 3333.431396
	Iteration 14Q: 3 clusters Score -3766316 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3766477.750000 Penalty: 3333.431396
	Iteration 15Q: 3 clusters Score -3766478 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3766586.000000 Penalty: 3333.431396
	Iteration 16Q: 3 clusters Score -3766586 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3766675.500000 Penalty: 3333.431396
	Iteration 17Q: 3 clusters Score -3766676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3766714.750000 Penalty: 3333.431396
	Iteration 18Q: 3 clusters Score -3766715 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3766735.250000 Penalty: 3333.431396
	Iteration 19Q: 3 clusters Score -3766735 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3766737.500000 Penalty: 3333.431396
	Iteration 20F: 3 clusters Score -3766738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3766754.500000 Penalty: 3333.431396
	Iteration 21Q: 3 clusters Score -3766754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3766764.000000 Penalty: 3333.431396
	Iteration 22Q: 3 clusters Score -3766764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3766762.500000 Penalty: 3333.431396
	Iteration 23Q: 3 clusters Score -3766762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3766772.000000 Penalty: 3333.431396
	Iteration 24Q: 3 clusters Score -3766772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3766776.500000 Penalty: 3333.431396
	Iteration 25Q: 3 clusters Score -3766776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3766781.250000 Penalty: 3333.431396
	Iteration 26Q: 3 clusters Score -3766781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3766781.000000 Penalty: 3333.431396
	Iteration 27Q: 3 clusters Score -3766781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3766778.000000 Penalty: 3333.431396
	Iteration 28Q: 3 clusters Score -3766778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3766783.000000 Penalty: 3333.431396
	Iteration 29Q: 3 clusters Score -3766783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3766778.500000 Penalty: 3333.431396
	Iteration 30Q: 3 clusters Score -3766778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3766782.250000 Penalty: 3333.431396
	Iteration 31Q: 3 clusters Score -3766782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3766783.500000 Penalty: 3333.431396
	Iteration 32Q: 3 clusters Score -3766784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3766781.250000 Penalty: 3333.431396
	Iteration 33Q: 3 clusters Score -3766781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3766783.250000 Penalty: 3333.431396
	Iteration 34Q: 3 clusters Score -3766783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3766782.750000 Penalty: 3333.431396
	Iteration 35Q: 3 clusters Score -3766783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3766785.000000 Penalty: 3333.431396
	Iteration 36Q: 3 clusters Score -3766785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3766782.750000 Penalty: 3333.431396
	Iteration 37Q: 3 clusters Score -3766783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3766782.750000 Penalty: 3333.431396
	Iteration 38F: 3 clusters Score -3766783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -362849.593750 Penalty: 1300.817993
	Iteration 0F: 2 clusters Score -362849.6 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 1468 members 
Entering Unmasked Estep 
Score: -360135.687500 Penalty: 2601.635986
	Iteration 0F: 3 clusters Score -360135.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -360811.125000 Penalty: 2601.635986
	Iteration 1F: 3 clusters Score -360811.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -360970.281250 Penalty: 2601.635986
	Iteration 2F: 3 clusters Score -360970.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -361052.906250 Penalty: 2601.635986
	Iteration 3F: 3 clusters Score -361052.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -361092.875000 Penalty: 2601.635986
	Iteration 4Q: 3 clusters Score -361092.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -361129.906250 Penalty: 2601.635986
	Iteration 5Q: 3 clusters Score -361129.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -361156.375000 Penalty: 2601.635986
	Iteration 6Q: 3 clusters Score -361156.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -361184.750000 Penalty: 2601.635986
	Iteration 7Q: 3 clusters Score -361184.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -361208.000000 Penalty: 2601.635986
	Iteration 8Q: 3 clusters Score -361208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -361234.906250 Penalty: 2601.635986
	Iteration 9Q: 3 clusters Score -361234.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -361274.125000 Penalty: 2601.635986
	Iteration 10Q: 3 clusters Score -361274.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -361342.406250 Penalty: 2601.635986
	Iteration 11Q: 3 clusters Score -361342.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -361415.125000 Penalty: 2601.635986
	Iteration 12Q: 3 clusters Score -361415.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -361500.468750 Penalty: 2601.635986
	Iteration 13Q: 3 clusters Score -361500.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -361582.093750 Penalty: 2601.635986
	Iteration 14Q: 3 clusters Score -361582.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -361679.187500 Penalty: 2601.635986
	Iteration 15Q: 3 clusters Score -361679.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -361775.656250 Penalty: 2601.635986
	Iteration 16Q: 3 clusters Score -361775.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -361842.687500 Penalty: 2601.635986
	Iteration 17Q: 3 clusters Score -361842.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -361890.968750 Penalty: 2601.635986
	Iteration 18Q: 3 clusters Score -361891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -361924.843750 Penalty: 2601.635986
	Iteration 19Q: 3 clusters Score -361924.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -361971.343750 Penalty: 2601.635986
	Iteration 20F: 3 clusters Score -361971.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -362040.062500 Penalty: 2601.635986
	Iteration 21Q: 3 clusters Score -362040.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -362095.875000 Penalty: 2601.635986
	Iteration 22Q: 3 clusters Score -362095.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -362125.968750 Penalty: 2601.635986
	Iteration 23Q: 3 clusters Score -362126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -362145.343750 Penalty: 2601.635986
	Iteration 24Q: 3 clusters Score -362145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -362156.468750 Penalty: 2601.635986
	Iteration 25Q: 3 clusters Score -362156.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -362170.375000 Penalty: 2601.635986
	Iteration 26Q: 3 clusters Score -362170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -362181.812500 Penalty: 2601.635986
	Iteration 27Q: 3 clusters Score -362181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -362183.812500 Penalty: 2601.635986
	Iteration 28Q: 3 clusters Score -362183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -362184.625000 Penalty: 2601.635986
	Iteration 29Q: 3 clusters Score -362184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -362184.625000 Penalty: 2601.635986
	Iteration 30F: 3 clusters Score -362184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17848.093750 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17848.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17994.613281 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -17994.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18091.443359 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18091.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18116.529297 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18116.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18147.162109 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18147.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18151.173828 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18151.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18158.207031 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18158.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18162.048828 Penalty: 1746.965454
	Iteration 7Q: 3 clusters Score -18162.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18175.107422 Penalty: 1746.965454
	Iteration 8Q: 3 clusters Score -18175.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18193.605469 Penalty: 1746.965454
	Iteration 9Q: 3 clusters Score -18193.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18193.605469 Penalty: 1746.965454
	Iteration 10F: 3 clusters Score -18193.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -618114.312500 Penalty: 1371.901367
	Iteration 0F: 2 clusters Score -618114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -614359.250000 Penalty: 2743.802734
	Iteration 0F: 3 clusters Score -614359.2 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -615332.125000 Penalty: 2743.802734
	Iteration 1F: 3 clusters Score -615332.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -615474.687500 Penalty: 2743.802734
	Iteration 2F: 3 clusters Score -615474.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -615573.875000 Penalty: 2743.802734
	Iteration 3Q: 3 clusters Score -615573.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -615640.625000 Penalty: 2743.802734
	Iteration 4Q: 3 clusters Score -615640.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -615692.500000 Penalty: 2743.802734
	Iteration 5Q: 3 clusters Score -615692.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -615748.125000 Penalty: 2743.802734
	Iteration 6Q: 3 clusters Score -615748.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -615794.062500 Penalty: 2743.802734
	Iteration 7Q: 3 clusters Score -615794.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -615837.500000 Penalty: 2743.802734
	Iteration 8Q: 3 clusters Score -615837.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -615879.500000 Penalty: 2743.802734
	Iteration 9Q: 3 clusters Score -615879.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -615920.937500 Penalty: 2743.802734
	Iteration 10Q: 3 clusters Score -615920.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -615968.750000 Penalty: 2743.802734
	Iteration 11Q: 3 clusters Score -615968.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -616023.812500 Penalty: 2743.802734
	Iteration 12Q: 3 clusters Score -616023.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -616081.250000 Penalty: 2743.802734
	Iteration 13Q: 3 clusters Score -616081.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -616147.937500 Penalty: 2743.802734
	Iteration 14Q: 3 clusters Score -616147.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -616214.875000 Penalty: 2743.802734
	Iteration 15Q: 3 clusters Score -616214.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -616294.625000 Penalty: 2743.802734
	Iteration 16Q: 3 clusters Score -616294.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -616372.250000 Penalty: 2743.802734
	Iteration 17Q: 3 clusters Score -616372.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -616448.312500 Penalty: 2743.802734
	Iteration 18Q: 3 clusters Score -616448.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -616519.812500 Penalty: 2743.802734
	Iteration 19Q: 3 clusters Score -616519.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -616592.312500 Penalty: 2743.802734
	Iteration 20F: 3 clusters Score -616592.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -616652.062500 Penalty: 2743.802734
	Iteration 21Q: 3 clusters Score -616652.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -616696.500000 Penalty: 2743.802734
	Iteration 22Q: 3 clusters Score -616696.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -616734.187500 Penalty: 2743.802734
	Iteration 23Q: 3 clusters Score -616734.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -616782.875000 Penalty: 2743.802734
	Iteration 24Q: 3 clusters Score -616782.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -616816.062500 Penalty: 2743.802734
	Iteration 25Q: 3 clusters Score -616816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -616836.312500 Penalty: 2743.802734
	Iteration 26Q: 3 clusters Score -616836.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -616856.312500 Penalty: 2743.802734
	Iteration 27Q: 3 clusters Score -616856.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -616864.312500 Penalty: 2743.802734
	Iteration 28Q: 3 clusters Score -616864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -616871.875000 Penalty: 2743.802734
	Iteration 29Q: 3 clusters Score -616871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -616882.812500 Penalty: 2743.802734
	Iteration 30Q: 3 clusters Score -616882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -616890.437500 Penalty: 2743.802734
	Iteration 31Q: 3 clusters Score -616890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -616896.625000 Penalty: 2743.802734
	Iteration 32Q: 3 clusters Score -616896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -616898.062500 Penalty: 2743.802734
	Iteration 33Q: 3 clusters Score -616898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -616898.375000 Penalty: 2743.802734
	Iteration 34Q: 3 clusters Score -616898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -616898.375000 Penalty: 2743.802734
	Iteration 35F: 3 clusters Score -616898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Entering Unmasked Estep 
Score: -5938729.500000 Penalty: 1748.849243
	Iteration 0F: 2 clusters Score -5938730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -5907166.000000 Penalty: 3497.698486
	Iteration 0F: 3 clusters Score -5907166 nChanged 22054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5919433.500000 Penalty: 3497.698486
	Iteration 1F: 3 clusters Score -5919434 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5919869.000000 Penalty: 3497.698486
	Iteration 2Q: 3 clusters Score -5919869 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -5920361.500000 Penalty: 3497.698486
	Iteration 3Q: 3 clusters Score -5920362 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5920809.500000 Penalty: 3497.698486
	Iteration 4Q: 3 clusters Score -5920810 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5921496.000000 Penalty: 3497.698486
	Iteration 5Q: 3 clusters Score -5921496 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -5922399.000000 Penalty: 3497.698486
	Iteration 6Q: 3 clusters Score -5922399 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -5923757.000000 Penalty: 3497.698486
	Iteration 7F: 3 clusters Score -5923757 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5925726.500000 Penalty: 3497.698486
	Iteration 8F: 3 clusters Score -5925726 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -5928219.000000 Penalty: 3497.698486
	Iteration 9F: 3 clusters Score -5928219 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5930794.000000 Penalty: 3497.698486
	Iteration 10F: 3 clusters Score -5930794 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5932882.000000 Penalty: 3497.698486
	Iteration 11F: 3 clusters Score -5932882 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5934363.500000 Penalty: 3497.698486
	Iteration 12Q: 3 clusters Score -5934364 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5935399.500000 Penalty: 3497.698486
	Iteration 13Q: 3 clusters Score -5935400 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5936073.000000 Penalty: 3497.698486
	Iteration 14Q: 3 clusters Score -5936073 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5936533.500000 Penalty: 3497.698486
	Iteration 15Q: 3 clusters Score -5936534 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5936797.500000 Penalty: 3497.698486
	Iteration 16Q: 3 clusters Score -5936798 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5936949.500000 Penalty: 3497.698486
	Iteration 17Q: 3 clusters Score -5936950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5937039.500000 Penalty: 3497.698486
	Iteration 18Q: 3 clusters Score -5937040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5937093.500000 Penalty: 3497.698486
	Iteration 19Q: 3 clusters Score -5937094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5937121.500000 Penalty: 3497.698486
	Iteration 20F: 3 clusters Score -5937122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5937130.500000 Penalty: 3497.698486
	Iteration 21Q: 3 clusters Score -5937130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5937142.500000 Penalty: 3497.698486
	Iteration 22Q: 3 clusters Score -5937142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5937157.000000 Penalty: 3497.698486
	Iteration 23Q: 3 clusters Score -5937157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5937167.500000 Penalty: 3497.698486
	Iteration 24Q: 3 clusters Score -5937168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5937174.000000 Penalty: 3497.698486
	Iteration 25Q: 3 clusters Score -5937174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5937185.500000 Penalty: 3497.698486
	Iteration 26Q: 3 clusters Score -5937186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5937189.000000 Penalty: 3497.698486
	Iteration 27Q: 3 clusters Score -5937189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5937191.000000 Penalty: 3497.698486
	Iteration 28Q: 3 clusters Score -5937191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5937192.000000 Penalty: 3497.698486
	Iteration 29Q: 3 clusters Score -5937192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5937195.500000 Penalty: 3497.698486
	Iteration 30Q: 3 clusters Score -5937196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5937195.000000 Penalty: 3497.698486
	Iteration 31Q: 3 clusters Score -5937195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5937202.000000 Penalty: 3497.698486
	Iteration 32Q: 3 clusters Score -5937202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5937204.500000 Penalty: 3497.698486
	Iteration 33Q: 3 clusters Score -5937204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5937203.500000 Penalty: 3497.698486
	Iteration 34Q: 3 clusters Score -5937204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5937208.000000 Penalty: 3497.698486
	Iteration 35Q: 3 clusters Score -5937208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5937212.000000 Penalty: 3497.698486
	Iteration 36Q: 3 clusters Score -5937212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5937212.000000 Penalty: 3497.698486
	Iteration 37F: 3 clusters Score -5937212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -538486.875000 Penalty: 1349.841797
	Iteration 0F: 2 clusters Score -538486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -535091.687500 Penalty: 2699.683594
	Iteration 0F: 3 clusters Score -535091.7 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -535942.500000 Penalty: 2699.683594
	Iteration 1F: 3 clusters Score -535942.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -536093.062500 Penalty: 2699.683594
	Iteration 2F: 3 clusters Score -536093.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -536179.312500 Penalty: 2699.683594
	Iteration 3Q: 3 clusters Score -536179.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -536242.062500 Penalty: 2699.683594
	Iteration 4Q: 3 clusters Score -536242.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -536288.375000 Penalty: 2699.683594
	Iteration 5Q: 3 clusters Score -536288.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -536327.000000 Penalty: 2699.683594
	Iteration 6Q: 3 clusters Score -536327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -536368.375000 Penalty: 2699.683594
	Iteration 7Q: 3 clusters Score -536368.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -536411.875000 Penalty: 2699.683594
	Iteration 8Q: 3 clusters Score -536411.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -536454.187500 Penalty: 2699.683594
	Iteration 9Q: 3 clusters Score -536454.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -536482.750000 Penalty: 2699.683594
	Iteration 10Q: 3 clusters Score -536482.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -536507.187500 Penalty: 2699.683594
	Iteration 11Q: 3 clusters Score -536507.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -536534.125000 Penalty: 2699.683594
	Iteration 12Q: 3 clusters Score -536534.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -536562.562500 Penalty: 2699.683594
	Iteration 13Q: 3 clusters Score -536562.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -536591.750000 Penalty: 2699.683594
	Iteration 14Q: 3 clusters Score -536591.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -536624.625000 Penalty: 2699.683594
	Iteration 15Q: 3 clusters Score -536624.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -536662.000000 Penalty: 2699.683594
	Iteration 16Q: 3 clusters Score -536662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -536705.500000 Penalty: 2699.683594
	Iteration 17Q: 3 clusters Score -536705.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -536758.500000 Penalty: 2699.683594
	Iteration 18Q: 3 clusters Score -536758.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -536826.125000 Penalty: 2699.683594
	Iteration 19Q: 3 clusters Score -536826.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -536887.937500 Penalty: 2699.683594
	Iteration 20F: 3 clusters Score -536887.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -536964.125000 Penalty: 2699.683594
	Iteration 21Q: 3 clusters Score -536964.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -537039.625000 Penalty: 2699.683594
	Iteration 22Q: 3 clusters Score -537039.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -537104.187500 Penalty: 2699.683594
	Iteration 23Q: 3 clusters Score -537104.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -537148.312500 Penalty: 2699.683594
	Iteration 24Q: 3 clusters Score -537148.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -537181.687500 Penalty: 2699.683594
	Iteration 25Q: 3 clusters Score -537181.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -537203.125000 Penalty: 2699.683594
	Iteration 26Q: 3 clusters Score -537203.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -537222.187500 Penalty: 2699.683594
	Iteration 27Q: 3 clusters Score -537222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -537237.937500 Penalty: 2699.683594
	Iteration 28Q: 3 clusters Score -537237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -537248.187500 Penalty: 2699.683594
	Iteration 29Q: 3 clusters Score -537248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -537256.125000 Penalty: 2699.683594
	Iteration 30Q: 3 clusters Score -537256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -537263.875000 Penalty: 2699.683594
	Iteration 31Q: 3 clusters Score -537263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -537268.062500 Penalty: 2699.683594
	Iteration 32Q: 3 clusters Score -537268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -537269.250000 Penalty: 2699.683594
	Iteration 33Q: 3 clusters Score -537269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -537271.062500 Penalty: 2699.683594
	Iteration 34Q: 3 clusters Score -537271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -537274.125000 Penalty: 2699.683594
	Iteration 35Q: 3 clusters Score -537274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -537277.937500 Penalty: 2699.683594
	Iteration 36Q: 3 clusters Score -537277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -537279.812500 Penalty: 2699.683594
	Iteration 37Q: 3 clusters Score -537279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -537281.812500 Penalty: 2699.683594
	Iteration 38Q: 3 clusters Score -537281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -537283.187500 Penalty: 2699.683594
	Iteration 39Q: 3 clusters Score -537283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -537284.687500 Penalty: 2699.683594
	Iteration 40F: 3 clusters Score -537284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -537285.687500 Penalty: 2699.683594
	Iteration 41Q: 3 clusters Score -537285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -537287.062500 Penalty: 2699.683594
	Iteration 42Q: 3 clusters Score -537287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -537289.625000 Penalty: 2699.683594
	Iteration 43Q: 3 clusters Score -537289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -537292.437500 Penalty: 2699.683594
	Iteration 44Q: 3 clusters Score -537292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -537294.437500 Penalty: 2699.683594
	Iteration 45Q: 3 clusters Score -537294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -537295.937500 Penalty: 2699.683594
	Iteration 46Q: 3 clusters Score -537295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -537297.750000 Penalty: 2699.683594
	Iteration 47Q: 3 clusters Score -537297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -537298.500000 Penalty: 2699.683594
	Iteration 48Q: 3 clusters Score -537298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -537298.750000 Penalty: 2699.683594
	Iteration 49Q: 3 clusters Score -537298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -537298.750000 Penalty: 2699.683594
	Iteration 50F: 3 clusters Score -537298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -308740.031250 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -308740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -306307.906250 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -306307.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306859.906250 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -306859.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306988.000000 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -306988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -307076.062500 Penalty: 2539.285889
	Iteration 3Q: 3 clusters Score -307076.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -307146.468750 Penalty: 2539.285889
	Iteration 4Q: 3 clusters Score -307146.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -307187.062500 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -307187.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -307214.343750 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -307214.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -307236.593750 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -307236.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -307251.312500 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -307251.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -307262.125000 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -307262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -307276.000000 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -307276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -307289.437500 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -307289.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -307305.875000 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -307305.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -307323.593750 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -307323.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307349.718750 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -307349.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307396.562500 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -307396.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -307424.218750 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -307424.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -307439.437500 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -307439.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -307450.093750 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -307450.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -307458.625000 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -307458.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -307473.906250 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -307473.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -307490.593750 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -307490.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -307506.875000 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -307506.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -307526.000000 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -307526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -307548.750000 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -307548.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -307585.125000 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -307585.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -307641.187500 Penalty: 2539.285889
	Iteration 26Q: 3 clusters Score -307641.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -307715.156250 Penalty: 2539.285889
	Iteration 27Q: 3 clusters Score -307715.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -307778.781250 Penalty: 2539.285889
	Iteration 28Q: 3 clusters Score -307778.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -307868.968750 Penalty: 2539.285889
	Iteration 29Q: 3 clusters Score -307869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -308023.906250 Penalty: 2539.285889
	Iteration 30Q: 3 clusters Score -308023.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -308309.343750 Penalty: 2539.285889
	Iteration 31Q: 3 clusters Score -308309.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -308552.218750 Penalty: 2539.285889
	Iteration 32Q: 3 clusters Score -308552.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -308681.781250 Penalty: 2539.285889
	Iteration 33Q: 3 clusters Score -308681.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308765.718750 Penalty: 2539.285889
	Iteration 34Q: 3 clusters Score -308765.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308804.062500 Penalty: 2539.285889
	Iteration 35Q: 3 clusters Score -308804.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -308823.906250 Penalty: 2539.285889
	Iteration 36Q: 3 clusters Score -308823.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -308841.906250 Penalty: 2539.285889
	Iteration 37Q: 3 clusters Score -308841.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -308860.343750 Penalty: 2539.285889
	Iteration 38Q: 3 clusters Score -308860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -308874.156250 Penalty: 2539.285889
	Iteration 39Q: 3 clusters Score -308874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -308893.281250 Penalty: 2539.285889
	Iteration 40F: 3 clusters Score -308893.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -308911.625000 Penalty: 2539.285889
	Iteration 41Q: 3 clusters Score -308911.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -308928.531250 Penalty: 2539.285889
	Iteration 42Q: 3 clusters Score -308928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -308931.437500 Penalty: 2539.285889
	Iteration 43Q: 3 clusters Score -308931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -308934.531250 Penalty: 2539.285889
	Iteration 44Q: 3 clusters Score -308934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -308935.156250 Penalty: 2539.285889
	Iteration 45Q: 3 clusters Score -308935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -308935.156250 Penalty: 2539.285889
	Iteration 46F: 3 clusters Score -308935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 90874 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 73769 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 24061 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 78631 members 
Mstep: Class 18 contains 17097 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8916 members 
Mstep: Class 21 contains 43155 members 
Mstep: Class 22 contains 51800 members 
Mstep: Class 23 contains 69839 members 
Mstep: Class 24 contains 28473 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4640 members 
Mstep: Class 28 contains 47200 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 1102 members 
Mstep: Class 31 contains 51029 members 
Mstep: Class 32 contains 63142 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6259 members 
Mstep: Class 42 contains 3550 members 
Mstep: Class 43 contains 83731 members 
Mstep: Class 44 contains 1371 members 
Entering Unmasked Estep 
Score: -127770960.000000 Penalty: 98784.976562
Splitting cluster 30 changes total score from -127769160.000000 to -127770960.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 31 (51029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Entering Unmasked Estep 
Score: -6803861.000000 Penalty: 1761.524170
	Iteration 0F: 2 clusters Score -6803861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6769711.000000 Penalty: 3523.048340
	Iteration 0F: 3 clusters Score -6769711 nChanged 24052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6783256.500000 Penalty: 3523.048340
	Iteration 1F: 3 clusters Score -6783256 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -6783697.500000 Penalty: 3523.048340
	Iteration 2Q: 3 clusters Score -6783698 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -6784322.000000 Penalty: 3523.048340
	Iteration 3Q: 3 clusters Score -6784322 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -6785216.500000 Penalty: 3523.048340
	Iteration 4Q: 3 clusters Score -6785216 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -6786711.500000 Penalty: 3523.048340
	Iteration 5F: 3 clusters Score -6786712 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -6789118.500000 Penalty: 3523.048340
	Iteration 6F: 3 clusters Score -6789118 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -6792696.000000 Penalty: 3523.048340
	Iteration 7F: 3 clusters Score -6792696 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -6796850.000000 Penalty: 3523.048340
	Iteration 8F: 3 clusters Score -6796850 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6799898.000000 Penalty: 3523.048340
	Iteration 9F: 3 clusters Score -6799898 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6801349.000000 Penalty: 3523.048340
	Iteration 10Q: 3 clusters Score -6801349 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6801940.000000 Penalty: 3523.048340
	Iteration 11Q: 3 clusters Score -6801940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6802115.000000 Penalty: 3523.048340
	Iteration 12Q: 3 clusters Score -6802115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6802177.500000 Penalty: 3523.048340
	Iteration 13Q: 3 clusters Score -6802178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6802217.500000 Penalty: 3523.048340
	Iteration 14Q: 3 clusters Score -6802218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6802241.500000 Penalty: 3523.048340
	Iteration 15Q: 3 clusters Score -6802242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6802240.500000 Penalty: 3523.048340
	Iteration 16Q: 3 clusters Score -6802240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6802250.000000 Penalty: 3523.048340
	Iteration 17Q: 3 clusters Score -6802250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6802250.000000 Penalty: 3523.048340
	Iteration 18Q: 3 clusters Score -6802250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6802250.000000 Penalty: 3523.048340
	Iteration 19F: 3 clusters Score -6802250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (63142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Entering Unmasked Estep 
Score: -8373794.000000 Penalty: 1796.135498
	Iteration 0F: 2 clusters Score -8373794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -8331929.000000 Penalty: 3592.270996
	Iteration 0F: 3 clusters Score -8331929 nChanged 29980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8349247.000000 Penalty: 3592.270996
	Iteration 1F: 3 clusters Score -8349247 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -8349979.000000 Penalty: 3592.270996
	Iteration 2Q: 3 clusters Score -8349979 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8350906.000000 Penalty: 3592.270996
	Iteration 3Q: 3 clusters Score -8350906 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -8352489.500000 Penalty: 3592.270996
	Iteration 4F: 3 clusters Score -8352490 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -8355101.500000 Penalty: 3592.270996
	Iteration 5F: 3 clusters Score -8355102 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -8358997.000000 Penalty: 3592.270996
	Iteration 6F: 3 clusters Score -8358997 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8363475.500000 Penalty: 3592.270996
	Iteration 7F: 3 clusters Score -8363476 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8367587.000000 Penalty: 3592.270996
	Iteration 8F: 3 clusters Score -8367587 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8370132.500000 Penalty: 3592.270996
	Iteration 9Q: 3 clusters Score -8370132 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8371322.000000 Penalty: 3592.270996
	Iteration 10Q: 3 clusters Score -8371322 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8371822.000000 Penalty: 3592.270996
	Iteration 11Q: 3 clusters Score -8371822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8372063.000000 Penalty: 3592.270996
	Iteration 12Q: 3 clusters Score -8372063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8372118.500000 Penalty: 3592.270996
	Iteration 13Q: 3 clusters Score -8372118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8372166.000000 Penalty: 3592.270996
	Iteration 14Q: 3 clusters Score -8372166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8372181.000000 Penalty: 3592.270996
	Iteration 15Q: 3 clusters Score -8372181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8372204.000000 Penalty: 3592.270996
	Iteration 16Q: 3 clusters Score -8372204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8372202.500000 Penalty: 3592.270996
	Iteration 17Q: 3 clusters Score -8372202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8372209.500000 Penalty: 3592.270996
	Iteration 18Q: 3 clusters Score -8372210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8372226.000000 Penalty: 3592.270996
	Iteration 19Q: 3 clusters Score -8372226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8372226.500000 Penalty: 3592.270996
	Iteration 20F: 3 clusters Score -8372226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8372238.500000 Penalty: 3592.270996
	Iteration 21Q: 3 clusters Score -8372238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8372244.500000 Penalty: 3592.270996
	Iteration 22Q: 3 clusters Score -8372244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8372244.000000 Penalty: 3592.270996
	Iteration 23Q: 3 clusters Score -8372244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8372248.500000 Penalty: 3592.270996
	Iteration 24Q: 3 clusters Score -8372248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8372251.000000 Penalty: 3592.270996
	Iteration 25Q: 3 clusters Score -8372251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8372261.500000 Penalty: 3592.270996
	Iteration 26Q: 3 clusters Score -8372262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8372268.000000 Penalty: 3592.270996
	Iteration 27Q: 3 clusters Score -8372268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8372268.000000 Penalty: 3592.270996
	Iteration 28F: 3 clusters Score -8372268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -350455.625000 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -350455.6 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 1401 members 
Entering Unmasked Estep 
Score: -347910.968750 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -347911 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -348476.125000 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -348476.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -348640.625000 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -348640.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -348745.656250 Penalty: 2573.790771
	Iteration 3F: 3 clusters Score -348745.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -348830.812500 Penalty: 2573.790771
	Iteration 4Q: 3 clusters Score -348830.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -348906.843750 Penalty: 2573.790771
	Iteration 5Q: 3 clusters Score -348906.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -348974.718750 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -348974.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349025.625000 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -349025.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -349062.781250 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -349062.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -349102.812500 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -349102.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -349137.156250 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -349137.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -349165.187500 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -349165.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -349199.718750 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -349199.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -349234.437500 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -349234.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -349264.750000 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -349264.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -349299.093750 Penalty: 2573.790771
	Iteration 15Q: 3 clusters Score -349299.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -349333.750000 Penalty: 2573.790771
	Iteration 16Q: 3 clusters Score -349333.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -349362.031250 Penalty: 2573.790771
	Iteration 17Q: 3 clusters Score -349362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -349391.625000 Penalty: 2573.790771
	Iteration 18Q: 3 clusters Score -349391.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -349417.218750 Penalty: 2573.790771
	Iteration 19Q: 3 clusters Score -349417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -349431.625000 Penalty: 2573.790771
	Iteration 20F: 3 clusters Score -349431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -349440.468750 Penalty: 2573.790771
	Iteration 21Q: 3 clusters Score -349440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -349444.968750 Penalty: 2573.790771
	Iteration 22Q: 3 clusters Score -349445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -349448.468750 Penalty: 2573.790771
	Iteration 23Q: 3 clusters Score -349448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -349450.593750 Penalty: 2573.790771
	Iteration 24Q: 3 clusters Score -349450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -349451.343750 Penalty: 2573.790771
	Iteration 25Q: 3 clusters Score -349451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -349451.343750 Penalty: 2573.790771
	Iteration 26F: 3 clusters Score -349451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -591541.562500 Penalty: 1377.545654
	Iteration 0F: 2 clusters Score -591541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -587675.875000 Penalty: 2755.091309
	Iteration 0F: 3 clusters Score -587675.9 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -588722.062500 Penalty: 2755.091309
	Iteration 1F: 3 clusters Score -588722.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -588888.312500 Penalty: 2755.091309
	Iteration 2F: 3 clusters Score -588888.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -589001.687500 Penalty: 2755.091309
	Iteration 3F: 3 clusters Score -589001.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -589075.500000 Penalty: 2755.091309
	Iteration 4Q: 3 clusters Score -589075.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -589124.875000 Penalty: 2755.091309
	Iteration 5Q: 3 clusters Score -589124.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -589174.500000 Penalty: 2755.091309
	Iteration 6Q: 3 clusters Score -589174.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -589222.125000 Penalty: 2755.091309
	Iteration 7Q: 3 clusters Score -589222.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -589271.875000 Penalty: 2755.091309
	Iteration 8Q: 3 clusters Score -589271.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -589336.187500 Penalty: 2755.091309
	Iteration 9Q: 3 clusters Score -589336.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -589398.625000 Penalty: 2755.091309
	Iteration 10Q: 3 clusters Score -589398.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -589454.312500 Penalty: 2755.091309
	Iteration 11Q: 3 clusters Score -589454.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -589515.625000 Penalty: 2755.091309
	Iteration 12Q: 3 clusters Score -589515.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -589579.562500 Penalty: 2755.091309
	Iteration 13Q: 3 clusters Score -589579.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -589634.937500 Penalty: 2755.091309
	Iteration 14Q: 3 clusters Score -589634.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -589714.125000 Penalty: 2755.091309
	Iteration 15Q: 3 clusters Score -589714.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -589778.437500 Penalty: 2755.091309
	Iteration 16Q: 3 clusters Score -589778.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -589844.937500 Penalty: 2755.091309
	Iteration 17Q: 3 clusters Score -589844.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -589912.875000 Penalty: 2755.091309
	Iteration 18Q: 3 clusters Score -589912.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -589974.250000 Penalty: 2755.091309
	Iteration 19Q: 3 clusters Score -589974.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -590040.937500 Penalty: 2755.091309
	Iteration 20F: 3 clusters Score -590040.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -590090.312500 Penalty: 2755.091309
	Iteration 21Q: 3 clusters Score -590090.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -590126.250000 Penalty: 2755.091309
	Iteration 22Q: 3 clusters Score -590126.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -590159.062500 Penalty: 2755.091309
	Iteration 23Q: 3 clusters Score -590159.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -590188.687500 Penalty: 2755.091309
	Iteration 24Q: 3 clusters Score -590188.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -590214.875000 Penalty: 2755.091309
	Iteration 25Q: 3 clusters Score -590214.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -590235.500000 Penalty: 2755.091309
	Iteration 26Q: 3 clusters Score -590235.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -590253.437500 Penalty: 2755.091309
	Iteration 27Q: 3 clusters Score -590253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -590265.375000 Penalty: 2755.091309
	Iteration 28Q: 3 clusters Score -590265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -590278.375000 Penalty: 2755.091309
	Iteration 29Q: 3 clusters Score -590278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -590291.250000 Penalty: 2755.091309
	Iteration 30Q: 3 clusters Score -590291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -590298.437500 Penalty: 2755.091309
	Iteration 31Q: 3 clusters Score -590298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -590309.437500 Penalty: 2755.091309
	Iteration 32Q: 3 clusters Score -590309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -590317.375000 Penalty: 2755.091309
	Iteration 33Q: 3 clusters Score -590317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -590326.625000 Penalty: 2755.091309
	Iteration 34Q: 3 clusters Score -590326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -590329.812500 Penalty: 2755.091309
	Iteration 35Q: 3 clusters Score -590329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -590331.750000 Penalty: 2755.091309
	Iteration 36Q: 3 clusters Score -590331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -590335.500000 Penalty: 2755.091309
	Iteration 37Q: 3 clusters Score -590335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -590335.500000 Penalty: 2755.091309
	Iteration 38F: 3 clusters Score -590335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -304990.687500 Penalty: 1261.490967
	Iteration 0F: 2 clusters Score -304990.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -302633.843750 Penalty: 2522.981934
	Iteration 0F: 3 clusters Score -302633.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -303138.812500 Penalty: 2522.981934
	Iteration 1F: 3 clusters Score -303138.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303267.468750 Penalty: 2522.981934
	Iteration 2F: 3 clusters Score -303267.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -303338.500000 Penalty: 2522.981934
	Iteration 3F: 3 clusters Score -303338.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303386.687500 Penalty: 2522.981934
	Iteration 4Q: 3 clusters Score -303386.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303422.218750 Penalty: 2522.981934
	Iteration 5Q: 3 clusters Score -303422.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -303442.718750 Penalty: 2522.981934
	Iteration 6Q: 3 clusters Score -303442.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -303455.125000 Penalty: 2522.981934
	Iteration 7Q: 3 clusters Score -303455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303464.718750 Penalty: 2522.981934
	Iteration 8Q: 3 clusters Score -303464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303471.500000 Penalty: 2522.981934
	Iteration 9Q: 3 clusters Score -303471.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -303481.687500 Penalty: 2522.981934
	Iteration 10Q: 3 clusters Score -303481.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -303491.562500 Penalty: 2522.981934
	Iteration 11Q: 3 clusters Score -303491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -303501.781250 Penalty: 2522.981934
	Iteration 12Q: 3 clusters Score -303501.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -303511.687500 Penalty: 2522.981934
	Iteration 13Q: 3 clusters Score -303511.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303523.593750 Penalty: 2522.981934
	Iteration 14Q: 3 clusters Score -303523.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -303539.218750 Penalty: 2522.981934
	Iteration 15Q: 3 clusters Score -303539.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303547.625000 Penalty: 2522.981934
	Iteration 16Q: 3 clusters Score -303547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303554.718750 Penalty: 2522.981934
	Iteration 17Q: 3 clusters Score -303554.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -303563.562500 Penalty: 2522.981934
	Iteration 18Q: 3 clusters Score -303563.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -303570.968750 Penalty: 2522.981934
	Iteration 19Q: 3 clusters Score -303571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -303577.500000 Penalty: 2522.981934
	Iteration 20F: 3 clusters Score -303577.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -303584.312500 Penalty: 2522.981934
	Iteration 21Q: 3 clusters Score -303584.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -303587.656250 Penalty: 2522.981934
	Iteration 22Q: 3 clusters Score -303587.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303593.718750 Penalty: 2522.981934
	Iteration 23Q: 3 clusters Score -303593.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -303598.781250 Penalty: 2522.981934
	Iteration 24Q: 3 clusters Score -303598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -303602.437500 Penalty: 2522.981934
	Iteration 25Q: 3 clusters Score -303602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -303607.250000 Penalty: 2522.981934
	Iteration 26Q: 3 clusters Score -303607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -303610.562500 Penalty: 2522.981934
	Iteration 27Q: 3 clusters Score -303610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -303617.187500 Penalty: 2522.981934
	Iteration 28Q: 3 clusters Score -303617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303623.062500 Penalty: 2522.981934
	Iteration 29Q: 3 clusters Score -303623.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -303627.781250 Penalty: 2522.981934
	Iteration 30Q: 3 clusters Score -303627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -303633.687500 Penalty: 2522.981934
	Iteration 31Q: 3 clusters Score -303633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -303639.125000 Penalty: 2522.981934
	Iteration 32Q: 3 clusters Score -303639.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -303652.281250 Penalty: 2522.981934
	Iteration 33Q: 3 clusters Score -303652.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -303664.093750 Penalty: 2522.981934
	Iteration 34Q: 3 clusters Score -303664.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -303684.468750 Penalty: 2522.981934
	Iteration 35Q: 3 clusters Score -303684.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -303702.031250 Penalty: 2522.981934
	Iteration 36Q: 3 clusters Score -303702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303719.843750 Penalty: 2522.981934
	Iteration 37Q: 3 clusters Score -303719.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303740.593750 Penalty: 2522.981934
	Iteration 38Q: 3 clusters Score -303740.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -303765.156250 Penalty: 2522.981934
	Iteration 39Q: 3 clusters Score -303765.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -303791.281250 Penalty: 2522.981934
	Iteration 40F: 3 clusters Score -303791.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -303815.312500 Penalty: 2522.981934
	Iteration 41Q: 3 clusters Score -303815.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -303837.062500 Penalty: 2522.981934
	Iteration 42Q: 3 clusters Score -303837.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -303863.968750 Penalty: 2522.981934
	Iteration 43Q: 3 clusters Score -303864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303896.156250 Penalty: 2522.981934
	Iteration 44Q: 3 clusters Score -303896.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -303928.968750 Penalty: 2522.981934
	Iteration 45Q: 3 clusters Score -303929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -303966.812500 Penalty: 2522.981934
	Iteration 46Q: 3 clusters Score -303966.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -304000.375000 Penalty: 2522.981934
	Iteration 47Q: 3 clusters Score -304000.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -304026.156250 Penalty: 2522.981934
	Iteration 48Q: 3 clusters Score -304026.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -304045.125000 Penalty: 2522.981934
	Iteration 49Q: 3 clusters Score -304045.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -304059.031250 Penalty: 2522.981934
	Iteration 50Q: 3 clusters Score -304059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -304064.750000 Penalty: 2522.981934
	Iteration 51Q: 3 clusters Score -304064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -304069.812500 Penalty: 2522.981934
	Iteration 52Q: 3 clusters Score -304069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -304072.562500 Penalty: 2522.981934
	Iteration 53Q: 3 clusters Score -304072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -304072.562500 Penalty: 2522.981934
	Iteration 54F: 3 clusters Score -304072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Entering Unmasked Estep 
Score: -1265993.375000 Penalty: 1507.690063
	Iteration 0F: 2 clusters Score -1265993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1258416.875000 Penalty: 3015.380127
	Iteration 0F: 3 clusters Score -1258417 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1261292.000000 Penalty: 3015.380127
	Iteration 1F: 3 clusters Score -1261292 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1261913.500000 Penalty: 3015.380127
	Iteration 2F: 3 clusters Score -1261914 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1262507.625000 Penalty: 3015.380127
	Iteration 3F: 3 clusters Score -1262508 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1263061.625000 Penalty: 3015.380127
	Iteration 4F: 3 clusters Score -1263062 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1263595.625000 Penalty: 3015.380127
	Iteration 5F: 3 clusters Score -1263596 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1263988.500000 Penalty: 3015.380127
	Iteration 6F: 3 clusters Score -1263988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1264233.375000 Penalty: 3015.380127
	Iteration 7Q: 3 clusters Score -1264233 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1264383.875000 Penalty: 3015.380127
	Iteration 8Q: 3 clusters Score -1264384 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1264519.500000 Penalty: 3015.380127
	Iteration 9Q: 3 clusters Score -1264520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1264620.000000 Penalty: 3015.380127
	Iteration 10Q: 3 clusters Score -1264620 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1264714.500000 Penalty: 3015.380127
	Iteration 11Q: 3 clusters Score -1264714 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1264812.000000 Penalty: 3015.380127
	Iteration 12Q: 3 clusters Score -1264812 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1264887.375000 Penalty: 3015.380127
	Iteration 13Q: 3 clusters Score -1264887 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1264968.000000 Penalty: 3015.380127
	Iteration 14Q: 3 clusters Score -1264968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1265066.000000 Penalty: 3015.380127
	Iteration 15Q: 3 clusters Score -1265066 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1265158.500000 Penalty: 3015.380127
	Iteration 16Q: 3 clusters Score -1265158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1265246.625000 Penalty: 3015.380127
	Iteration 17Q: 3 clusters Score -1265247 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1265312.250000 Penalty: 3015.380127
	Iteration 18Q: 3 clusters Score -1265312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1265371.375000 Penalty: 3015.380127
	Iteration 19Q: 3 clusters Score -1265371 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1265426.375000 Penalty: 3015.380127
	Iteration 20F: 3 clusters Score -1265426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1265484.250000 Penalty: 3015.380127
	Iteration 21Q: 3 clusters Score -1265484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1265515.000000 Penalty: 3015.380127
	Iteration 22Q: 3 clusters Score -1265515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1265543.625000 Penalty: 3015.380127
	Iteration 23Q: 3 clusters Score -1265544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1265562.125000 Penalty: 3015.380127
	Iteration 24Q: 3 clusters Score -1265562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1265577.250000 Penalty: 3015.380127
	Iteration 25Q: 3 clusters Score -1265577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1265586.500000 Penalty: 3015.380127
	Iteration 26Q: 3 clusters Score -1265586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1265591.500000 Penalty: 3015.380127
	Iteration 27Q: 3 clusters Score -1265592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1265595.250000 Penalty: 3015.380127
	Iteration 28Q: 3 clusters Score -1265595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1265597.125000 Penalty: 3015.380127
	Iteration 29Q: 3 clusters Score -1265597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1265600.000000 Penalty: 3015.380127
	Iteration 30Q: 3 clusters Score -1265600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1265600.250000 Penalty: 3015.380127
	Iteration 31Q: 3 clusters Score -1265600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1265601.000000 Penalty: 3015.380127
	Iteration 32Q: 3 clusters Score -1265601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1265600.375000 Penalty: 3015.380127
	Iteration 33Q: 3 clusters Score -1265600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1265600.500000 Penalty: 3015.380127
	Iteration 34Q: 3 clusters Score -1265600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1265602.625000 Penalty: 3015.380127
	Iteration 35Q: 3 clusters Score -1265603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1265605.000000 Penalty: 3015.380127
	Iteration 36Q: 3 clusters Score -1265605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1265604.875000 Penalty: 3015.380127
	Iteration 37Q: 3 clusters Score -1265605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1265606.000000 Penalty: 3015.380127
	Iteration 38Q: 3 clusters Score -1265606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1265605.750000 Penalty: 3015.380127
	Iteration 39Q: 3 clusters Score -1265606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1265604.875000 Penalty: 3015.380127
	Iteration 40F: 3 clusters Score -1265605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1265605.250000 Penalty: 3015.380127
	Iteration 41Q: 3 clusters Score -1265605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1265605.375000 Penalty: 3015.380127
	Iteration 42Q: 3 clusters Score -1265605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1265605.375000 Penalty: 3015.380127
	Iteration 43F: 3 clusters Score -1265605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -497739.062500 Penalty: 1338.116821
	Iteration 0F: 2 clusters Score -497739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -494535.593750 Penalty: 2676.233643
	Iteration 0F: 3 clusters Score -494535.6 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -495401.156250 Penalty: 2676.233643
	Iteration 1F: 3 clusters Score -495401.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -495660.750000 Penalty: 2676.233643
	Iteration 2F: 3 clusters Score -495660.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -495856.312500 Penalty: 2676.233643
	Iteration 3F: 3 clusters Score -495856.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -495980.000000 Penalty: 2676.233643
	Iteration 4F: 3 clusters Score -495980 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -496086.406250 Penalty: 2676.233643
	Iteration 5Q: 3 clusters Score -496086.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -496197.312500 Penalty: 2676.233643
	Iteration 6Q: 3 clusters Score -496197.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -496286.218750 Penalty: 2676.233643
	Iteration 7Q: 3 clusters Score -496286.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -496370.593750 Penalty: 2676.233643
	Iteration 8Q: 3 clusters Score -496370.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -496429.250000 Penalty: 2676.233643
	Iteration 9Q: 3 clusters Score -496429.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -496472.218750 Penalty: 2676.233643
	Iteration 10Q: 3 clusters Score -496472.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -496507.718750 Penalty: 2676.233643
	Iteration 11Q: 3 clusters Score -496507.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -496536.812500 Penalty: 2676.233643
	Iteration 12Q: 3 clusters Score -496536.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -496559.187500 Penalty: 2676.233643
	Iteration 13Q: 3 clusters Score -496559.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -496580.625000 Penalty: 2676.233643
	Iteration 14Q: 3 clusters Score -496580.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -496598.937500 Penalty: 2676.233643
	Iteration 15Q: 3 clusters Score -496598.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -496615.312500 Penalty: 2676.233643
	Iteration 16Q: 3 clusters Score -496615.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -496633.906250 Penalty: 2676.233643
	Iteration 17Q: 3 clusters Score -496633.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -496648.031250 Penalty: 2676.233643
	Iteration 18Q: 3 clusters Score -496648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -496656.281250 Penalty: 2676.233643
	Iteration 19Q: 3 clusters Score -496656.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -496666.656250 Penalty: 2676.233643
	Iteration 20F: 3 clusters Score -496666.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -496677.281250 Penalty: 2676.233643
	Iteration 21Q: 3 clusters Score -496677.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -496690.437500 Penalty: 2676.233643
	Iteration 22Q: 3 clusters Score -496690.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -496701.937500 Penalty: 2676.233643
	Iteration 23Q: 3 clusters Score -496701.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -496710.843750 Penalty: 2676.233643
	Iteration 24Q: 3 clusters Score -496710.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -496718.437500 Penalty: 2676.233643
	Iteration 25Q: 3 clusters Score -496718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -496724.937500 Penalty: 2676.233643
	Iteration 26Q: 3 clusters Score -496724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -496728.281250 Penalty: 2676.233643
	Iteration 27Q: 3 clusters Score -496728.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -496734.281250 Penalty: 2676.233643
	Iteration 28Q: 3 clusters Score -496734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -496736.468750 Penalty: 2676.233643
	Iteration 29Q: 3 clusters Score -496736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -496738.875000 Penalty: 2676.233643
	Iteration 30Q: 3 clusters Score -496738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -496739.625000 Penalty: 2676.233643
	Iteration 31Q: 3 clusters Score -496739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -496740.093750 Penalty: 2676.233643
	Iteration 32Q: 3 clusters Score -496740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -496740.187500 Penalty: 2676.233643
	Iteration 33Q: 3 clusters Score -496740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -496740.187500 Penalty: 2676.233643
	Iteration 34F: 3 clusters Score -496740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -66640.945312 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -66640.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65497.968750 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -65497.97 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65794.851562 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -65794.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65873.492188 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -65873.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65911.882812 Penalty: 2093.825439
	Iteration 3Q: 3 clusters Score -65911.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65939.906250 Penalty: 2093.825439
	Iteration 4Q: 3 clusters Score -65939.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65969.476562 Penalty: 2093.825439
	Iteration 5Q: 3 clusters Score -65969.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65987.625000 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -65987.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65995.156250 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -65995.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66000.328125 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -66000.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66003.656250 Penalty: 2093.825439
	Iteration 9Q: 3 clusters Score -66003.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66004.804688 Penalty: 2093.825439
	Iteration 10Q: 3 clusters Score -66004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66004.804688 Penalty: 2093.825439
	Iteration 11F: 3 clusters Score -66004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7315.468262 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7315.468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7415.303223 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7415.303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7442.740234 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7442.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7448.748047 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -7448.748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7448.748047 Penalty: 1503.116211
	Iteration 4F: 3 clusters Score -7448.748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -86051.007812 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -86051.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84849.250000 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -84849.25 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85017.617188 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -85017.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85064.250000 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -85064.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85084.851562 Penalty: 2122.535156
	Iteration 3Q: 3 clusters Score -85084.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85104.812500 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -85104.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85116.171875 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -85116.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85123.382812 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -85123.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85124.156250 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -85124.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85124.156250 Penalty: 2122.535156
	Iteration 8F: 3 clusters Score -85124.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -823038.812500 Penalty: 1420.538574
	Iteration 0F: 2 clusters Score -823038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -818216.875000 Penalty: 2841.077148
	Iteration 0F: 3 clusters Score -818216.9 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -819621.625000 Penalty: 2841.077148
	Iteration 1F: 3 clusters Score -819621.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -819816.625000 Penalty: 2841.077148
	Iteration 2F: 3 clusters Score -819816.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -819981.125000 Penalty: 2841.077148
	Iteration 3F: 3 clusters Score -819981.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -820126.000000 Penalty: 2841.077148
	Iteration 4Q: 3 clusters Score -820126 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -820293.250000 Penalty: 2841.077148
	Iteration 5Q: 3 clusters Score -820293.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -820479.125000 Penalty: 2841.077148
	Iteration 6Q: 3 clusters Score -820479.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -820704.187500 Penalty: 2841.077148
	Iteration 7Q: 3 clusters Score -820704.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -820934.687500 Penalty: 2841.077148
	Iteration 8F: 3 clusters Score -820934.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -821149.375000 Penalty: 2841.077148
	Iteration 9Q: 3 clusters Score -821149.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -821357.312500 Penalty: 2841.077148
	Iteration 10Q: 3 clusters Score -821357.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -821554.875000 Penalty: 2841.077148
	Iteration 11Q: 3 clusters Score -821554.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -821690.187500 Penalty: 2841.077148
	Iteration 12Q: 3 clusters Score -821690.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -821788.125000 Penalty: 2841.077148
	Iteration 13Q: 3 clusters Score -821788.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -821875.437500 Penalty: 2841.077148
	Iteration 14Q: 3 clusters Score -821875.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -821945.187500 Penalty: 2841.077148
	Iteration 15Q: 3 clusters Score -821945.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -821986.937500 Penalty: 2841.077148
	Iteration 16Q: 3 clusters Score -821986.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -822014.375000 Penalty: 2841.077148
	Iteration 17Q: 3 clusters Score -822014.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -822027.062500 Penalty: 2841.077148
	Iteration 18Q: 3 clusters Score -822027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -822031.375000 Penalty: 2841.077148
	Iteration 19Q: 3 clusters Score -822031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -822034.000000 Penalty: 2841.077148
	Iteration 20F: 3 clusters Score -822034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -822035.312500 Penalty: 2841.077148
	Iteration 21Q: 3 clusters Score -822035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -822037.375000 Penalty: 2841.077148
	Iteration 22Q: 3 clusters Score -822037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -822037.812500 Penalty: 2841.077148
	Iteration 23Q: 3 clusters Score -822037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -822038.312500 Penalty: 2841.077148
	Iteration 24Q: 3 clusters Score -822038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -822043.062500 Penalty: 2841.077148
	Iteration 25Q: 3 clusters Score -822043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -822043.000000 Penalty: 2841.077148
	Iteration 26Q: 3 clusters Score -822043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -822042.250000 Penalty: 2841.077148
	Iteration 27Q: 3 clusters Score -822042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -822042.250000 Penalty: 2841.077148
	Iteration 28F: 3 clusters Score -822042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -446311.843750 Penalty: 1328.389160
	Iteration 0F: 2 clusters Score -446311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -443295.343750 Penalty: 2656.778320
	Iteration 0F: 3 clusters Score -443295.3 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -444090.468750 Penalty: 2656.778320
	Iteration 1F: 3 clusters Score -444090.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -444253.031250 Penalty: 2656.778320
	Iteration 2F: 3 clusters Score -444253 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -444378.250000 Penalty: 2656.778320
	Iteration 3F: 3 clusters Score -444378.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -444484.875000 Penalty: 2656.778320
	Iteration 4Q: 3 clusters Score -444484.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -444591.312500 Penalty: 2656.778320
	Iteration 5Q: 3 clusters Score -444591.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -444725.718750 Penalty: 2656.778320
	Iteration 6Q: 3 clusters Score -444725.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -444889.156250 Penalty: 2656.778320
	Iteration 7Q: 3 clusters Score -444889.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -445070.218750 Penalty: 2656.778320
	Iteration 8Q: 3 clusters Score -445070.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -445225.187500 Penalty: 2656.778320
	Iteration 9Q: 3 clusters Score -445225.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -445372.093750 Penalty: 2656.778320
	Iteration 10Q: 3 clusters Score -445372.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -445479.437500 Penalty: 2656.778320
	Iteration 11Q: 3 clusters Score -445479.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -445550.125000 Penalty: 2656.778320
	Iteration 12Q: 3 clusters Score -445550.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -445586.843750 Penalty: 2656.778320
	Iteration 13Q: 3 clusters Score -445586.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -445615.000000 Penalty: 2656.778320
	Iteration 14Q: 3 clusters Score -445615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -445638.187500 Penalty: 2656.778320
	Iteration 15Q: 3 clusters Score -445638.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -445652.468750 Penalty: 2656.778320
	Iteration 16Q: 3 clusters Score -445652.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -445665.031250 Penalty: 2656.778320
	Iteration 17Q: 3 clusters Score -445665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -445673.468750 Penalty: 2656.778320
	Iteration 18Q: 3 clusters Score -445673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -445680.000000 Penalty: 2656.778320
	Iteration 19Q: 3 clusters Score -445680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -445682.062500 Penalty: 2656.778320
	Iteration 20F: 3 clusters Score -445682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -445683.031250 Penalty: 2656.778320
	Iteration 21Q: 3 clusters Score -445683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -445685.750000 Penalty: 2656.778320
	Iteration 22Q: 3 clusters Score -445685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -445687.343750 Penalty: 2656.778320
	Iteration 23Q: 3 clusters Score -445687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -445688.093750 Penalty: 2656.778320
	Iteration 24Q: 3 clusters Score -445688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -445688.093750 Penalty: 2656.778320
	Iteration 25F: 3 clusters Score -445688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (83731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Entering Unmasked Estep 
Score: -11111616.000000 Penalty: 1841.996704
	Iteration 0F: 2 clusters Score -1.111162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -11059785.000000 Penalty: 3683.993408
	Iteration 0F: 3 clusters Score -1.105978e+07 nChanged 39928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -11083079.000000 Penalty: 3683.993408
	Iteration 1F: 3 clusters Score -1.108308e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -11084562.000000 Penalty: 3683.993408
	Iteration 2Q: 3 clusters Score -1.108456e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -11087064.000000 Penalty: 3683.993408
	Iteration 3F: 3 clusters Score -1.108706e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -11090969.000000 Penalty: 3683.993408
	Iteration 4F: 3 clusters Score -1.109097e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -11096916.000000 Penalty: 3683.993408
	Iteration 5F: 3 clusters Score -1.109692e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -11102828.000000 Penalty: 3683.993408
	Iteration 6F: 3 clusters Score -1.110283e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -11106286.000000 Penalty: 3683.993408
	Iteration 7F: 3 clusters Score -1.110629e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -11108375.000000 Penalty: 3683.993408
	Iteration 8Q: 3 clusters Score -1.110838e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -11110001.000000 Penalty: 3683.993408
	Iteration 9Q: 3 clusters Score -1.111e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -11111202.000000 Penalty: 3683.993408
	Iteration 10Q: 3 clusters Score -1.11112e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -11111933.000000 Penalty: 3683.993408
	Iteration 11Q: 3 clusters Score -1.111193e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -11112324.000000 Penalty: 3683.993408
	Iteration 12Q: 3 clusters Score -1.111232e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -11112515.000000 Penalty: 3683.993408
	Iteration 13Q: 3 clusters Score -1.111252e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -11112641.000000 Penalty: 3683.993408
	Iteration 14Q: 3 clusters Score -1.111264e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -11112695.000000 Penalty: 3683.993408
	Iteration 15Q: 3 clusters Score -1.11127e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -11112784.000000 Penalty: 3683.993408
	Iteration 16Q: 3 clusters Score -1.111278e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -11112783.000000 Penalty: 3683.993408
	Iteration 17Q: 3 clusters Score -1.111278e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -11112787.000000 Penalty: 3683.993408
	Iteration 18Q: 3 clusters Score -1.111279e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -11112801.000000 Penalty: 3683.993408
	Iteration 19Q: 3 clusters Score -1.11128e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -11112833.000000 Penalty: 3683.993408
	Iteration 20F: 3 clusters Score -1.111283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -11112824.000000 Penalty: 3683.993408
	Iteration 21Q: 3 clusters Score -1.111282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -11112854.000000 Penalty: 3683.993408
	Iteration 22Q: 3 clusters Score -1.111285e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -11112847.000000 Penalty: 3683.993408
	Iteration 23Q: 3 clusters Score -1.111285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -11112890.000000 Penalty: 3683.993408
	Iteration 24Q: 3 clusters Score -1.111289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -11112888.000000 Penalty: 3683.993408
	Iteration 25Q: 3 clusters Score -1.111289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -11112879.000000 Penalty: 3683.993408
	Iteration 26Q: 3 clusters Score -1.111288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -11112857.000000 Penalty: 3683.993408
	Iteration 27Q: 3 clusters Score -1.111286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -11112860.000000 Penalty: 3683.993408
	Iteration 28Q: 3 clusters Score -1.111286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -11112859.000000 Penalty: 3683.993408
	Iteration 29Q: 3 clusters Score -1.111286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -11112858.000000 Penalty: 3683.993408
	Iteration 30Q: 3 clusters Score -1.111286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -11112872.000000 Penalty: 3683.993408
	Iteration 31Q: 3 clusters Score -1.111287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -11112874.000000 Penalty: 3683.993408
	Iteration 32Q: 3 clusters Score -1.111287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -11112875.000000 Penalty: 3683.993408
	Iteration 33Q: 3 clusters Score -1.111288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -11112873.000000 Penalty: 3683.993408
	Iteration 34Q: 3 clusters Score -1.111287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -11112870.000000 Penalty: 3683.993408
	Iteration 35Q: 3 clusters Score -1.111287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -11112878.000000 Penalty: 3683.993408
	Iteration 36Q: 3 clusters Score -1.111288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -11112875.000000 Penalty: 3683.993408
	Iteration 37Q: 3 clusters Score -1.111288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -11112868.000000 Penalty: 3683.993408
	Iteration 38Q: 3 clusters Score -1.111287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -11112869.000000 Penalty: 3683.993408
	Iteration 39Q: 3 clusters Score -1.111287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -11112879.000000 Penalty: 3683.993408
	Iteration 40F: 3 clusters Score -1.111288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -11112880.000000 Penalty: 3683.993408
	Iteration 41Q: 3 clusters Score -1.111288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -11112881.000000 Penalty: 3683.993408
	Iteration 42Q: 3 clusters Score -1.111288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -11112877.000000 Penalty: 3683.993408
	Iteration 43Q: 3 clusters Score -1.111288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -11112878.000000 Penalty: 3683.993408
	Iteration 44Q: 3 clusters Score -1.111288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -11112883.000000 Penalty: 3683.993408
	Iteration 45Q: 3 clusters Score -1.111288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -11112875.000000 Penalty: 3683.993408
	Iteration 46Q: 3 clusters Score -1.111288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -11112876.000000 Penalty: 3683.993408
	Iteration 47Q: 3 clusters Score -1.111288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -11112874.000000 Penalty: 3683.993408
	Iteration 48Q: 3 clusters Score -1.111287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -11112881.000000 Penalty: 3683.993408
	Iteration 49Q: 3 clusters Score -1.111288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -11112876.000000 Penalty: 3683.993408
	Iteration 50Q: 3 clusters Score -1.111288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -11112876.000000 Penalty: 3683.993408
	Iteration 51F: 3 clusters Score -1.111288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 90874 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 73769 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 24061 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 78631 members 
Mstep: Class 18 contains 17097 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8916 members 
Mstep: Class 21 contains 43155 members 
Mstep: Class 22 contains 51800 members 
Mstep: Class 23 contains 69839 members 
Mstep: Class 24 contains 28473 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4640 members 
Mstep: Class 28 contains 47200 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 1102 members 
Mstep: Class 31 contains 51029 members 
Mstep: Class 32 contains 63142 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6259 members 
Mstep: Class 42 contains 3550 members 
Mstep: Class 43 contains 44790 members 
Mstep: Class 44 contains 1371 members 
Mstep: Class 45 contains 38941 members 
Entering Unmasked Estep 
Score: -127772304.000000 Penalty: 101030.085938
Splitting cluster 43 changes total score from -127769160.000000 to -127772304.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 90874 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 73769 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 24061 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 78631 members 
Mstep: Class 18 contains 17097 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8916 members 
Mstep: Class 21 contains 43155 members 
Mstep: Class 23 contains 69839 members 
Mstep: Class 24 contains 28473 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4640 members 
Mstep: Class 28 contains 47200 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 1102 members 
Mstep: Class 31 contains 51029 members 
Mstep: Class 32 contains 63142 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 686 members 
Mstep: Class 41 contains 6259 members 
Mstep: Class 42 contains 3550 members 
Mstep: Class 43 contains 44790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775848.000000 Penalty: 101030.085938
Iteration 279Q: 46 clusters Score -1.277758e+08 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23285 members 
Mstep: Class 4 contains 3395 members 
Mstep: Class 5 contains 89197 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44745 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 26222 members 
Mstep: Class 10 contains 63812 members 
Mstep: Class 11 contains 74005 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 24125 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 79738 members 
Mstep: Class 18 contains 17117 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 8920 members 
Mstep: Class 21 contains 45522 members 
Mstep: Class 22 contains 49795 members 
Mstep: Class 23 contains 69948 members 
Mstep: Class 24 contains 28293 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 47392 members 
Mstep: Class 29 contains 4094 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 51108 members 
Mstep: Class 32 contains 63047 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 10722 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6240 members 
Mstep: Class 42 contains 3575 members 
Mstep: Class 43 contains 44919 members 
Mstep: Class 44 contains 1328 members 
Mstep: Class 45 contains 37871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778808.000000 Penalty: 101030.085938
Iteration 280F: 46 clusters Score -1.277788e+08 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 23233 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 87727 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44757 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 25729 members 
Mstep: Class 10 contains 63534 members 
Mstep: Class 11 contains 74258 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 6919 members 
Mstep: Class 14 contains 23970 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 4799 members 
Mstep: Class 17 contains 79869 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 8926 members 
Mstep: Class 21 contains 47232 members 
Mstep: Class 22 contains 49832 members 
Mstep: Class 23 contains 69912 members 
Mstep: Class 24 contains 28124 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 47212 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 1069 members 
Mstep: Class 31 contains 51050 members 
Mstep: Class 32 contains 62953 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4820 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 10722 members 
Mstep: Class 37 contains 3774 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6223 members 
Mstep: Class 42 contains 3588 members 
Mstep: Class 43 contains 44901 members 
Mstep: Class 44 contains 1329 members 
Mstep: Class 45 contains 39062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779352.000000 Penalty: 101030.085938
Iteration 281Q: 46 clusters Score -1.277794e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 86231 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44791 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 25330 members 
Mstep: Class 10 contains 63315 members 
Mstep: Class 11 contains 74497 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 6907 members 
Mstep: Class 14 contains 23871 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 79944 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 8920 members 
Mstep: Class 21 contains 49056 members 
Mstep: Class 22 contains 49737 members 
Mstep: Class 23 contains 69893 members 
Mstep: Class 24 contains 27972 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4460 members 
Mstep: Class 28 contains 47096 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 51018 members 
Mstep: Class 32 contains 62887 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 10713 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6207 members 
Mstep: Class 42 contains 3598 members 
Mstep: Class 43 contains 45020 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 39804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780096.000000 Penalty: 101030.085938
Iteration 282Q: 46 clusters Score -1.277801e+08 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 23195 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 84742 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44857 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 24950 members 
Mstep: Class 10 contains 63102 members 
Mstep: Class 11 contains 74728 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6911 members 
Mstep: Class 14 contains 23802 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 4776 members 
Mstep: Class 17 contains 80007 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 8906 members 
Mstep: Class 21 contains 50861 members 
Mstep: Class 22 contains 49647 members 
Mstep: Class 23 contains 69873 members 
Mstep: Class 24 contains 27827 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 47008 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 1045 members 
Mstep: Class 31 contains 51040 members 
Mstep: Class 32 contains 62821 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 10713 members 
Mstep: Class 37 contains 3774 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6186 members 
Mstep: Class 42 contains 3604 members 
Mstep: Class 43 contains 45031 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 40463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780216.000000 Penalty: 101030.085938
Iteration 283Q: 46 clusters Score -1.277802e+08 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23187 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 83475 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44938 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 24576 members 
Mstep: Class 10 contains 62913 members 
Mstep: Class 11 contains 74914 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 6917 members 
Mstep: Class 14 contains 23713 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 4760 members 
Mstep: Class 17 contains 80052 members 
Mstep: Class 18 contains 16593 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 8892 members 
Mstep: Class 21 contains 52686 members 
Mstep: Class 22 contains 49352 members 
Mstep: Class 23 contains 69817 members 
Mstep: Class 24 contains 27709 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 46904 members 
Mstep: Class 29 contains 3939 members 
Mstep: Class 30 contains 1034 members 
Mstep: Class 31 contains 51094 members 
Mstep: Class 32 contains 62790 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 10721 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6155 members 
Mstep: Class 42 contains 3613 members 
Mstep: Class 43 contains 45034 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 41086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780504.000000 Penalty: 101030.085938
Iteration 284Q: 46 clusters Score -1.277805e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23189 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 82302 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 44996 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 24211 members 
Mstep: Class 10 contains 62758 members 
Mstep: Class 11 contains 75099 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 23632 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 17 contains 80021 members 
Mstep: Class 18 contains 16508 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 8879 members 
Mstep: Class 21 contains 54481 members 
Mstep: Class 22 contains 49050 members 
Mstep: Class 23 contains 69758 members 
Mstep: Class 24 contains 27608 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 46821 members 
Mstep: Class 29 contains 3920 members 
Mstep: Class 30 contains 1026 members 
Mstep: Class 31 contains 51138 members 
Mstep: Class 32 contains 62774 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4835 members 
Mstep: Class 35 contains 2339 members 
Mstep: Class 36 contains 10725 members 
Mstep: Class 37 contains 3779 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6125 members 
Mstep: Class 42 contains 3624 members 
Mstep: Class 43 contains 45009 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 41664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780976.000000 Penalty: 101030.085938
Iteration 285Q: 46 clusters Score -1.27781e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23185 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 81355 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 45090 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 23807 members 
Mstep: Class 10 contains 62602 members 
Mstep: Class 11 contains 75286 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 23571 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 79975 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 8864 members 
Mstep: Class 21 contains 56117 members 
Mstep: Class 22 contains 48687 members 
Mstep: Class 23 contains 69697 members 
Mstep: Class 24 contains 27489 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 46763 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 51235 members 
Mstep: Class 32 contains 62714 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 2337 members 
Mstep: Class 36 contains 10727 members 
Mstep: Class 37 contains 3783 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6093 members 
Mstep: Class 42 contains 3637 members 
Mstep: Class 43 contains 44966 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781256.000000 Penalty: 101030.085938
Iteration 286Q: 46 clusters Score -1.277813e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23179 members 
Mstep: Class 4 contains 3366 members 
Mstep: Class 5 contains 80373 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 45231 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 23391 members 
Mstep: Class 10 contains 62483 members 
Mstep: Class 11 contains 75498 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 6913 members 
Mstep: Class 14 contains 23511 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 79895 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 57840 members 
Mstep: Class 22 contains 48337 members 
Mstep: Class 23 contains 69608 members 
Mstep: Class 24 contains 27356 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 3909 members 
Mstep: Class 28 contains 46731 members 
Mstep: Class 29 contains 3899 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 51318 members 
Mstep: Class 32 contains 62642 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 2332 members 
Mstep: Class 36 contains 10733 members 
Mstep: Class 37 contains 3793 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6062 members 
Mstep: Class 42 contains 3642 members 
Mstep: Class 43 contains 44917 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 42774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781440.000000 Penalty: 101030.085938
Iteration 287Q: 46 clusters Score -1.277814e+08 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23171 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 79372 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 23005 members 
Mstep: Class 10 contains 62328 members 
Mstep: Class 11 contains 75707 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 23452 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 79761 members 
Mstep: Class 18 contains 16287 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 8821 members 
Mstep: Class 21 contains 59611 members 
Mstep: Class 22 contains 48037 members 
Mstep: Class 23 contains 69513 members 
Mstep: Class 24 contains 27232 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 3766 members 
Mstep: Class 28 contains 46702 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 1004 members 
Mstep: Class 31 contains 51383 members 
Mstep: Class 32 contains 62569 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4834 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 10746 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6040 members 
Mstep: Class 42 contains 3643 members 
Mstep: Class 43 contains 44811 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 43269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782024.000000 Penalty: 101030.085938
Iteration 288Q: 46 clusters Score -1.27782e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23165 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 78215 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 45586 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 22604 members 
Mstep: Class 10 contains 62179 members 
Mstep: Class 11 contains 75876 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 6894 members 
Mstep: Class 14 contains 23404 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 79614 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 8798 members 
Mstep: Class 21 contains 61494 members 
Mstep: Class 22 contains 47817 members 
Mstep: Class 23 contains 69433 members 
Mstep: Class 24 contains 27118 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 46660 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 1004 members 
Mstep: Class 31 contains 51502 members 
Mstep: Class 32 contains 62517 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 2324 members 
Mstep: Class 36 contains 10745 members 
Mstep: Class 37 contains 3804 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6022 members 
Mstep: Class 42 contains 3647 members 
Mstep: Class 43 contains 44691 members 
Mstep: Class 44 contains 1324 members 
Mstep: Class 45 contains 43752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782144.000000 Penalty: 101030.085938
Iteration 289Q: 46 clusters Score -1.277821e+08 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23162 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 77016 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 45744 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 22208 members 
Mstep: Class 10 contains 62016 members 
Mstep: Class 11 contains 76033 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 6894 members 
Mstep: Class 14 contains 23348 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 79465 members 
Mstep: Class 18 contains 16173 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 8762 members 
Mstep: Class 21 contains 63329 members 
Mstep: Class 22 contains 47699 members 
Mstep: Class 23 contains 69348 members 
Mstep: Class 24 contains 26988 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 3416 members 
Mstep: Class 28 contains 46614 members 
Mstep: Class 29 contains 3942 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 51642 members 
Mstep: Class 32 contains 62465 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4829 members 
Mstep: Class 35 contains 2317 members 
Mstep: Class 36 contains 10748 members 
Mstep: Class 37 contains 3814 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 6011 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 44572 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 44236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782920.000000 Penalty: 101030.085938
Iteration 290Q: 46 clusters Score -1.277829e+08 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23166 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 75647 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 45905 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 21811 members 
Mstep: Class 10 contains 61889 members 
Mstep: Class 11 contains 76249 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 23306 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 17 contains 79314 members 
Mstep: Class 18 contains 16107 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 8717 members 
Mstep: Class 21 contains 65326 members 
Mstep: Class 22 contains 47633 members 
Mstep: Class 23 contains 69255 members 
Mstep: Class 24 contains 26848 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 46599 members 
Mstep: Class 29 contains 3957 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 51777 members 
Mstep: Class 32 contains 62342 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 10752 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5996 members 
Mstep: Class 42 contains 3647 members 
Mstep: Class 43 contains 44444 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 44736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783040.000000 Penalty: 101030.085938
Iteration 291Q: 46 clusters Score -1.27783e+08 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23162 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 74052 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 46092 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 61819 members 
Mstep: Class 11 contains 76513 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 23273 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4612 members 
Mstep: Class 17 contains 79144 members 
Mstep: Class 18 contains 16037 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 67405 members 
Mstep: Class 22 contains 47687 members 
Mstep: Class 23 contains 69156 members 
Mstep: Class 24 contains 26685 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2976 members 
Mstep: Class 28 contains 46579 members 
Mstep: Class 29 contains 3952 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 51887 members 
Mstep: Class 32 contains 62216 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 2300 members 
Mstep: Class 36 contains 10759 members 
Mstep: Class 37 contains 3829 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5994 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 44308 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 45222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783120.000000 Penalty: 101030.085938
Iteration 292Q: 46 clusters Score -1.277831e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23167 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 72355 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 46289 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 20999 members 
Mstep: Class 10 contains 61750 members 
Mstep: Class 11 contains 76810 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 23234 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 78960 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 8597 members 
Mstep: Class 21 contains 69429 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 69077 members 
Mstep: Class 24 contains 26541 members 
Mstep: Class 25 contains 2993 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2747 members 
Mstep: Class 28 contains 46555 members 
Mstep: Class 29 contains 3955 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52005 members 
Mstep: Class 32 contains 62055 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 2297 members 
Mstep: Class 36 contains 10767 members 
Mstep: Class 37 contains 3840 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5988 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 44145 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 45736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783064.000000 Penalty: 101030.085938
Iteration 293Q: 46 clusters Score -1.277831e+08 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23168 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 70458 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 46433 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 20604 members 
Mstep: Class 10 contains 61700 members 
Mstep: Class 11 contains 77116 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 6875 members 
Mstep: Class 14 contains 23203 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 78811 members 
Mstep: Class 18 contains 15958 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 8542 members 
Mstep: Class 21 contains 71542 members 
Mstep: Class 22 contains 48099 members 
Mstep: Class 23 contains 68961 members 
Mstep: Class 24 contains 26399 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 46551 members 
Mstep: Class 29 contains 3973 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52127 members 
Mstep: Class 32 contains 61850 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 2291 members 
Mstep: Class 36 contains 10772 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5979 members 
Mstep: Class 42 contains 3647 members 
Mstep: Class 43 contains 44000 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 46226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783712.000000 Penalty: 101030.085938
Iteration 294Q: 46 clusters Score -1.277837e+08 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23160 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 68644 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 46603 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 20195 members 
Mstep: Class 10 contains 61688 members 
Mstep: Class 11 contains 77387 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 23174 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 78696 members 
Mstep: Class 18 contains 15892 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 8484 members 
Mstep: Class 21 contains 73428 members 
Mstep: Class 22 contains 48417 members 
Mstep: Class 23 contains 68870 members 
Mstep: Class 24 contains 26269 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2359 members 
Mstep: Class 28 contains 46555 members 
Mstep: Class 29 contains 3986 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52257 members 
Mstep: Class 32 contains 61661 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 2290 members 
Mstep: Class 36 contains 10778 members 
Mstep: Class 37 contains 3873 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5971 members 
Mstep: Class 42 contains 3647 members 
Mstep: Class 43 contains 43785 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 46744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784008.000000 Penalty: 101030.085938
Iteration 295Q: 46 clusters Score -1.27784e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23145 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 67254 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 46783 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 19798 members 
Mstep: Class 10 contains 61675 members 
Mstep: Class 11 contains 77646 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 23164 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 78607 members 
Mstep: Class 18 contains 15815 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 74923 members 
Mstep: Class 22 contains 48685 members 
Mstep: Class 23 contains 68811 members 
Mstep: Class 24 contains 26133 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 46569 members 
Mstep: Class 29 contains 3998 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52367 members 
Mstep: Class 32 contains 61496 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 2278 members 
Mstep: Class 36 contains 10774 members 
Mstep: Class 37 contains 3889 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5965 members 
Mstep: Class 42 contains 3648 members 
Mstep: Class 43 contains 43558 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 47221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783992.000000 Penalty: 101030.085938
Iteration 296Q: 46 clusters Score -1.27784e+08 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23135 members 
Mstep: Class 4 contains 3366 members 
Mstep: Class 5 contains 66271 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 46969 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 19418 members 
Mstep: Class 10 contains 61672 members 
Mstep: Class 11 contains 77949 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 23124 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4525 members 
Mstep: Class 17 contains 78558 members 
Mstep: Class 18 contains 15747 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 8371 members 
Mstep: Class 21 contains 76097 members 
Mstep: Class 22 contains 48879 members 
Mstep: Class 23 contains 68761 members 
Mstep: Class 24 contains 25997 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2021 members 
Mstep: Class 28 contains 46581 members 
Mstep: Class 29 contains 4003 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52449 members 
Mstep: Class 32 contains 61296 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 2264 members 
Mstep: Class 36 contains 10776 members 
Mstep: Class 37 contains 3906 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5960 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 43348 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 47673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784096.000000 Penalty: 101030.085938
Iteration 297Q: 46 clusters Score -1.277841e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23126 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 65621 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 47161 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 61690 members 
Mstep: Class 11 contains 78296 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 23099 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 17 contains 78475 members 
Mstep: Class 18 contains 15656 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 76954 members 
Mstep: Class 22 contains 49042 members 
Mstep: Class 23 contains 68706 members 
Mstep: Class 24 contains 25855 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 1875 members 
Mstep: Class 28 contains 46583 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52560 members 
Mstep: Class 32 contains 61086 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 10780 members 
Mstep: Class 37 contains 3916 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5952 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 43148 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 48150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 2136.895752 but Gain 2245.109375
Score: -127784176.000000 Penalty: 98784.976562
Iteration 298Q: 45 clusters Score -1.277842e+08 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23119 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 66505 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47316 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 18564 members 
Mstep: Class 10 contains 61735 members 
Mstep: Class 11 contains 78634 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 23064 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 78427 members 
Mstep: Class 18 contains 15645 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 8473 members 
Mstep: Class 21 contains 77592 members 
Mstep: Class 22 contains 49186 members 
Mstep: Class 23 contains 68650 members 
Mstep: Class 24 contains 25693 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46576 members 
Mstep: Class 29 contains 4018 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52637 members 
Mstep: Class 32 contains 60913 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 2244 members 
Mstep: Class 36 contains 10788 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5945 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 43000 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 48670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785616.000000 Penalty: 98784.976562
Iteration 299Q: 45 clusters Score -1.277856e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23117 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 66184 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47469 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 10 contains 61753 members 
Mstep: Class 11 contains 78957 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 23034 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4462 members 
Mstep: Class 17 contains 78346 members 
Mstep: Class 18 contains 15594 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 78188 members 
Mstep: Class 22 contains 49319 members 
Mstep: Class 23 contains 68575 members 
Mstep: Class 24 contains 25520 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46582 members 
Mstep: Class 29 contains 4017 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52745 members 
Mstep: Class 32 contains 60756 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 2231 members 
Mstep: Class 36 contains 10778 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5935 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42876 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 49167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785528.000000 Penalty: 98784.976562
Iteration 300F: 45 clusters Score -1.277855e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23107 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 64656 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47584 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 17611 members 
Mstep: Class 10 contains 61769 members 
Mstep: Class 11 contains 79221 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 22993 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 78255 members 
Mstep: Class 18 contains 15544 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 7878 members 
Mstep: Class 21 contains 79954 members 
Mstep: Class 22 contains 49441 members 
Mstep: Class 23 contains 68492 members 
Mstep: Class 24 contains 25381 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46593 members 
Mstep: Class 29 contains 4016 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 52880 members 
Mstep: Class 32 contains 60605 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 2216 members 
Mstep: Class 36 contains 10777 members 
Mstep: Class 37 contains 3947 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5926 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42793 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 49767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785896.000000 Penalty: 98784.976562
Iteration 301Q: 45 clusters Score -1.277859e+08 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23109 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 63348 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47652 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 17079 members 
Mstep: Class 10 contains 61762 members 
Mstep: Class 11 contains 79476 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 22958 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4420 members 
Mstep: Class 17 contains 78158 members 
Mstep: Class 18 contains 15495 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 7650 members 
Mstep: Class 21 contains 81476 members 
Mstep: Class 22 contains 49563 members 
Mstep: Class 23 contains 68386 members 
Mstep: Class 24 contains 25252 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46595 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53001 members 
Mstep: Class 32 contains 60506 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4830 members 
Mstep: Class 35 contains 2192 members 
Mstep: Class 36 contains 10775 members 
Mstep: Class 37 contains 3956 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42718 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 50411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785512.000000 Penalty: 98784.976562
Iteration 302Q: 45 clusters Score -1.277855e+08 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23108 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 62202 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47692 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 61757 members 
Mstep: Class 11 contains 79742 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 22927 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4399 members 
Mstep: Class 17 contains 78047 members 
Mstep: Class 18 contains 15463 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 7499 members 
Mstep: Class 21 contains 82828 members 
Mstep: Class 22 contains 49631 members 
Mstep: Class 23 contains 68270 members 
Mstep: Class 24 contains 25117 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46609 members 
Mstep: Class 29 contains 4010 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53110 members 
Mstep: Class 32 contains 60406 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4830 members 
Mstep: Class 35 contains 2162 members 
Mstep: Class 36 contains 10772 members 
Mstep: Class 37 contains 3965 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42632 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 51169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785600.000000 Penalty: 98784.976562
Iteration 303Q: 45 clusters Score -1.277856e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23100 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 61233 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47699 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 15852 members 
Mstep: Class 10 contains 61744 members 
Mstep: Class 11 contains 80032 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 22894 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 77952 members 
Mstep: Class 18 contains 15436 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 7352 members 
Mstep: Class 21 contains 84045 members 
Mstep: Class 22 contains 49636 members 
Mstep: Class 23 contains 68096 members 
Mstep: Class 24 contains 25010 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46601 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53233 members 
Mstep: Class 32 contains 60272 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4829 members 
Mstep: Class 35 contains 2137 members 
Mstep: Class 36 contains 10774 members 
Mstep: Class 37 contains 3973 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42591 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 51975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785568.000000 Penalty: 98784.976562
Iteration 304Q: 45 clusters Score -1.277856e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23099 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 60375 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47620 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 15174 members 
Mstep: Class 10 contains 61722 members 
Mstep: Class 11 contains 80293 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 22869 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4369 members 
Mstep: Class 17 contains 77869 members 
Mstep: Class 18 contains 15426 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 85124 members 
Mstep: Class 22 contains 49618 members 
Mstep: Class 23 contains 67947 members 
Mstep: Class 24 contains 24921 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46592 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53346 members 
Mstep: Class 32 contains 60123 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4828 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 10774 members 
Mstep: Class 37 contains 3982 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5915 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42624 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 52828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785296.000000 Penalty: 98784.976562
Iteration 305Q: 45 clusters Score -1.277853e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23088 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 59645 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47541 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 14461 members 
Mstep: Class 10 contains 61732 members 
Mstep: Class 11 contains 80510 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 22844 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4367 members 
Mstep: Class 17 contains 77800 members 
Mstep: Class 18 contains 15403 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 86075 members 
Mstep: Class 22 contains 49543 members 
Mstep: Class 23 contains 67776 members 
Mstep: Class 24 contains 24850 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46591 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53450 members 
Mstep: Class 32 contains 60003 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4829 members 
Mstep: Class 35 contains 2090 members 
Mstep: Class 36 contains 10776 members 
Mstep: Class 37 contains 3995 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42632 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 53746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785144.000000 Penalty: 98784.976562
Iteration 306Q: 45 clusters Score -1.277851e+08 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23086 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 59051 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47375 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 13696 members 
Mstep: Class 10 contains 61754 members 
Mstep: Class 11 contains 80741 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 22825 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 77716 members 
Mstep: Class 18 contains 15396 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 86875 members 
Mstep: Class 22 contains 49438 members 
Mstep: Class 23 contains 67633 members 
Mstep: Class 24 contains 24779 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46566 members 
Mstep: Class 29 contains 4019 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53583 members 
Mstep: Class 32 contains 59876 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4828 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 10781 members 
Mstep: Class 37 contains 4010 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5912 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42735 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 54665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785608.000000 Penalty: 98784.976562
Iteration 307Q: 45 clusters Score -1.277856e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 23087 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 58526 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47112 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 61762 members 
Mstep: Class 11 contains 80976 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 22789 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 77646 members 
Mstep: Class 18 contains 15395 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 6986 members 
Mstep: Class 21 contains 87632 members 
Mstep: Class 22 contains 49285 members 
Mstep: Class 23 contains 67493 members 
Mstep: Class 24 contains 24711 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46553 members 
Mstep: Class 29 contains 4021 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53679 members 
Mstep: Class 32 contains 59787 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 2038 members 
Mstep: Class 36 contains 10783 members 
Mstep: Class 37 contains 4020 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42922 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 55604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785800.000000 Penalty: 98784.976562
Iteration 308Q: 45 clusters Score -1.277858e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23090 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 5 contains 58107 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46799 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 61786 members 
Mstep: Class 11 contains 81178 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 22759 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 77607 members 
Mstep: Class 18 contains 15394 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 88288 members 
Mstep: Class 22 contains 49100 members 
Mstep: Class 23 contains 67359 members 
Mstep: Class 24 contains 24654 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46550 members 
Mstep: Class 29 contains 4022 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53826 members 
Mstep: Class 32 contains 59695 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4830 members 
Mstep: Class 35 contains 2013 members 
Mstep: Class 36 contains 10788 members 
Mstep: Class 37 contains 4035 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43160 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 56558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785688.000000 Penalty: 98784.976562
Iteration 309Q: 45 clusters Score -1.277857e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23096 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 57821 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46496 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 11299 members 
Mstep: Class 10 contains 61807 members 
Mstep: Class 11 contains 81340 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 6875 members 
Mstep: Class 14 contains 22726 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 17 contains 77603 members 
Mstep: Class 18 contains 15380 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 6887 members 
Mstep: Class 21 contains 88830 members 
Mstep: Class 22 contains 48885 members 
Mstep: Class 23 contains 67191 members 
Mstep: Class 24 contains 24602 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46550 members 
Mstep: Class 29 contains 4016 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53918 members 
Mstep: Class 32 contains 59631 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 1996 members 
Mstep: Class 36 contains 10784 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5912 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43468 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 57466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786256.000000 Penalty: 98784.976562
Iteration 310Q: 45 clusters Score -1.277863e+08 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23097 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 57614 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46210 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 10573 members 
Mstep: Class 10 contains 61821 members 
Mstep: Class 11 contains 81502 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 22684 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 77593 members 
Mstep: Class 18 contains 15377 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 89300 members 
Mstep: Class 22 contains 48657 members 
Mstep: Class 23 contains 67004 members 
Mstep: Class 24 contains 24549 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46531 members 
Mstep: Class 29 contains 4010 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 53999 members 
Mstep: Class 32 contains 59604 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4834 members 
Mstep: Class 35 contains 1976 members 
Mstep: Class 36 contains 10780 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43742 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 58336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786296.000000 Penalty: 98784.976562
Iteration 311Q: 45 clusters Score -1.277863e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23084 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 57436 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46000 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 61847 members 
Mstep: Class 11 contains 81684 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 22630 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4348 members 
Mstep: Class 17 contains 77527 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 6812 members 
Mstep: Class 21 contains 89767 members 
Mstep: Class 22 contains 48408 members 
Mstep: Class 23 contains 66821 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46541 members 
Mstep: Class 29 contains 4010 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54068 members 
Mstep: Class 32 contains 59585 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4834 members 
Mstep: Class 35 contains 1958 members 
Mstep: Class 36 contains 10780 members 
Mstep: Class 37 contains 4073 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43964 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 59074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786672.000000 Penalty: 98784.976562
Iteration 312Q: 45 clusters Score -1.277867e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23092 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 57285 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 45940 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 9459 members 
Mstep: Class 10 contains 61855 members 
Mstep: Class 11 contains 81853 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 22597 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 77469 members 
Mstep: Class 18 contains 15363 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 90245 members 
Mstep: Class 22 contains 48118 members 
Mstep: Class 23 contains 66611 members 
Mstep: Class 24 contains 24450 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46537 members 
Mstep: Class 29 contains 4000 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54167 members 
Mstep: Class 32 contains 59564 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 1943 members 
Mstep: Class 36 contains 10779 members 
Mstep: Class 37 contains 4084 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 44011 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 59733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786856.000000 Penalty: 98784.976562
Iteration 313Q: 45 clusters Score -1.277869e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23103 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 57110 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 45898 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 61861 members 
Mstep: Class 11 contains 82046 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4372 members 
Mstep: Class 17 contains 77403 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 90735 members 
Mstep: Class 22 contains 47815 members 
Mstep: Class 23 contains 66448 members 
Mstep: Class 24 contains 24413 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46531 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54241 members 
Mstep: Class 32 contains 59532 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 1930 members 
Mstep: Class 36 contains 10779 members 
Mstep: Class 37 contains 4100 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5909 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43957 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 60382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786576.000000 Penalty: 98784.976562
Iteration 314Q: 45 clusters Score -1.277866e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23112 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 56975 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 45967 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 8589 members 
Mstep: Class 10 contains 61865 members 
Mstep: Class 11 contains 82237 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 22543 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 77342 members 
Mstep: Class 18 contains 15340 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 91183 members 
Mstep: Class 22 contains 47525 members 
Mstep: Class 23 contains 66280 members 
Mstep: Class 24 contains 24378 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46530 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54366 members 
Mstep: Class 32 contains 59495 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4834 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 10778 members 
Mstep: Class 37 contains 4114 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5906 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43834 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 60936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786384.000000 Penalty: 98784.976562
Iteration 315Q: 45 clusters Score -1.277864e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23117 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 56864 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46094 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 61881 members 
Mstep: Class 11 contains 82428 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 22510 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 77282 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 91585 members 
Mstep: Class 22 contains 47241 members 
Mstep: Class 23 contains 66081 members 
Mstep: Class 24 contains 24338 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46546 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54432 members 
Mstep: Class 32 contains 59474 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4834 members 
Mstep: Class 35 contains 1895 members 
Mstep: Class 36 contains 10783 members 
Mstep: Class 37 contains 4130 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43689 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 61473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786648.000000 Penalty: 98784.976562
Iteration 316Q: 45 clusters Score -1.277866e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23115 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 56806 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46197 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 61892 members 
Mstep: Class 11 contains 82628 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 22490 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 77188 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 91998 members 
Mstep: Class 22 contains 46923 members 
Mstep: Class 23 contains 65873 members 
Mstep: Class 24 contains 24291 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46558 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54516 members 
Mstep: Class 32 contains 59493 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4828 members 
Mstep: Class 35 contains 1885 members 
Mstep: Class 36 contains 10782 members 
Mstep: Class 37 contains 4150 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43492 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 61995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786688.000000 Penalty: 98784.976562
Iteration 317Q: 45 clusters Score -1.277867e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23116 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 56770 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46304 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 61913 members 
Mstep: Class 11 contains 82822 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 22474 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 77104 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 92386 members 
Mstep: Class 22 contains 46575 members 
Mstep: Class 23 contains 65672 members 
Mstep: Class 24 contains 24249 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46550 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54578 members 
Mstep: Class 32 contains 59512 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 1875 members 
Mstep: Class 36 contains 10781 members 
Mstep: Class 37 contains 4182 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5899 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43299 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 62498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786688.000000 Penalty: 98784.976562
Iteration 318Q: 45 clusters Score -1.277867e+08 nChanged 3076
Entering ConstructFrom: 
Score: -127786688.000000 Penalty: 98784.976562
Entering ConstructFrom: 
Trying to split cluster 1 (27409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Entering Unmasked Estep 
Score: -3482964.250000 Penalty: 1660.526855
	Iteration 0F: 2 clusters Score -3482964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3464418.750000 Penalty: 3321.053711
	Iteration 0F: 3 clusters Score -3464419 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3471882.000000 Penalty: 3321.053711
	Iteration 1F: 3 clusters Score -3471882 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3472705.250000 Penalty: 3321.053711
	Iteration 2F: 3 clusters Score -3472705 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3473761.250000 Penalty: 3321.053711
	Iteration 3F: 3 clusters Score -3473761 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3475020.500000 Penalty: 3321.053711
	Iteration 4F: 3 clusters Score -3475020 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3476407.500000 Penalty: 3321.053711
	Iteration 5F: 3 clusters Score -3476408 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3477743.750000 Penalty: 3321.053711
	Iteration 6F: 3 clusters Score -3477744 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3478847.000000 Penalty: 3321.053711
	Iteration 7Q: 3 clusters Score -3478847 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3479614.000000 Penalty: 3321.053711
	Iteration 8Q: 3 clusters Score -3479614 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3480126.250000 Penalty: 3321.053711
	Iteration 9Q: 3 clusters Score -3480126 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3480495.250000 Penalty: 3321.053711
	Iteration 10Q: 3 clusters Score -3480495 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3480774.500000 Penalty: 3321.053711
	Iteration 11Q: 3 clusters Score -3480774 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3481026.750000 Penalty: 3321.053711
	Iteration 12Q: 3 clusters Score -3481027 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3481204.000000 Penalty: 3321.053711
	Iteration 13Q: 3 clusters Score -3481204 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3481364.500000 Penalty: 3321.053711
	Iteration 14Q: 3 clusters Score -3481364 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3481487.500000 Penalty: 3321.053711
	Iteration 15Q: 3 clusters Score -3481488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3481571.500000 Penalty: 3321.053711
	Iteration 16Q: 3 clusters Score -3481572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3481642.500000 Penalty: 3321.053711
	Iteration 17Q: 3 clusters Score -3481642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3481701.000000 Penalty: 3321.053711
	Iteration 18Q: 3 clusters Score -3481701 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3481756.000000 Penalty: 3321.053711
	Iteration 19Q: 3 clusters Score -3481756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3481798.000000 Penalty: 3321.053711
	Iteration 20F: 3 clusters Score -3481798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3481812.750000 Penalty: 3321.053711
	Iteration 21Q: 3 clusters Score -3481813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3481832.750000 Penalty: 3321.053711
	Iteration 22Q: 3 clusters Score -3481833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3481844.000000 Penalty: 3321.053711
	Iteration 23Q: 3 clusters Score -3481844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3481854.250000 Penalty: 3321.053711
	Iteration 24Q: 3 clusters Score -3481854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3481849.250000 Penalty: 3321.053711
	Iteration 25Q: 3 clusters Score -3481849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3481854.250000 Penalty: 3321.053711
	Iteration 26Q: 3 clusters Score -3481854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3481860.500000 Penalty: 3321.053711
	Iteration 27Q: 3 clusters Score -3481860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3481864.000000 Penalty: 3321.053711
	Iteration 28Q: 3 clusters Score -3481864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3481865.750000 Penalty: 3321.053711
	Iteration 29Q: 3 clusters Score -3481866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3481865.000000 Penalty: 3321.053711
	Iteration 30Q: 3 clusters Score -3481865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3481865.750000 Penalty: 3321.053711
	Iteration 31Q: 3 clusters Score -3481866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3481864.500000 Penalty: 3321.053711
	Iteration 32Q: 3 clusters Score -3481864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3481864.250000 Penalty: 3321.053711
	Iteration 33Q: 3 clusters Score -3481864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3481864.250000 Penalty: 3321.053711
	Iteration 34F: 3 clusters Score -3481864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -700251.312500 Penalty: 1399.265625
	Iteration 0F: 2 clusters Score -700251.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -695900.375000 Penalty: 2798.531250
	Iteration 0F: 3 clusters Score -695900.4 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -697078.750000 Penalty: 2798.531250
	Iteration 1F: 3 clusters Score -697078.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -697274.812500 Penalty: 2798.531250
	Iteration 2F: 3 clusters Score -697274.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -697423.187500 Penalty: 2798.531250
	Iteration 3F: 3 clusters Score -697423.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -697540.250000 Penalty: 2798.531250
	Iteration 4Q: 3 clusters Score -697540.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -697626.062500 Penalty: 2798.531250
	Iteration 5Q: 3 clusters Score -697626.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -697704.937500 Penalty: 2798.531250
	Iteration 6Q: 3 clusters Score -697704.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -697784.250000 Penalty: 2798.531250
	Iteration 7Q: 3 clusters Score -697784.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -697852.125000 Penalty: 2798.531250
	Iteration 8Q: 3 clusters Score -697852.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -697921.437500 Penalty: 2798.531250
	Iteration 9Q: 3 clusters Score -697921.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -697992.312500 Penalty: 2798.531250
	Iteration 10Q: 3 clusters Score -697992.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -698064.250000 Penalty: 2798.531250
	Iteration 11Q: 3 clusters Score -698064.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -698150.812500 Penalty: 2798.531250
	Iteration 12Q: 3 clusters Score -698150.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -698243.437500 Penalty: 2798.531250
	Iteration 13Q: 3 clusters Score -698243.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -698344.125000 Penalty: 2798.531250
	Iteration 14Q: 3 clusters Score -698344.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -698429.500000 Penalty: 2798.531250
	Iteration 15Q: 3 clusters Score -698429.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -698521.750000 Penalty: 2798.531250
	Iteration 16Q: 3 clusters Score -698521.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -698608.312500 Penalty: 2798.531250
	Iteration 17Q: 3 clusters Score -698608.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -698697.125000 Penalty: 2798.531250
	Iteration 18Q: 3 clusters Score -698697.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -698806.562500 Penalty: 2798.531250
	Iteration 19Q: 3 clusters Score -698806.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -698935.812500 Penalty: 2798.531250
	Iteration 20F: 3 clusters Score -698935.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -699045.875000 Penalty: 2798.531250
	Iteration 21Q: 3 clusters Score -699045.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -699134.312500 Penalty: 2798.531250
	Iteration 22Q: 3 clusters Score -699134.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -699192.250000 Penalty: 2798.531250
	Iteration 23Q: 3 clusters Score -699192.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -699230.437500 Penalty: 2798.531250
	Iteration 24Q: 3 clusters Score -699230.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -699266.500000 Penalty: 2798.531250
	Iteration 25Q: 3 clusters Score -699266.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -699288.375000 Penalty: 2798.531250
	Iteration 26Q: 3 clusters Score -699288.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -699306.312500 Penalty: 2798.531250
	Iteration 27Q: 3 clusters Score -699306.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -699322.562500 Penalty: 2798.531250
	Iteration 28Q: 3 clusters Score -699322.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -699331.375000 Penalty: 2798.531250
	Iteration 29Q: 3 clusters Score -699331.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -699339.125000 Penalty: 2798.531250
	Iteration 30Q: 3 clusters Score -699339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -699346.937500 Penalty: 2798.531250
	Iteration 31Q: 3 clusters Score -699346.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -699356.375000 Penalty: 2798.531250
	Iteration 32Q: 3 clusters Score -699356.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -699366.812500 Penalty: 2798.531250
	Iteration 33Q: 3 clusters Score -699366.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -699376.812500 Penalty: 2798.531250
	Iteration 34Q: 3 clusters Score -699376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -699383.000000 Penalty: 2798.531250
	Iteration 35Q: 3 clusters Score -699383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -699387.437500 Penalty: 2798.531250
	Iteration 36Q: 3 clusters Score -699387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -699392.062500 Penalty: 2798.531250
	Iteration 37Q: 3 clusters Score -699392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -699390.437500 Penalty: 2798.531250
	Iteration 38Q: 3 clusters Score -699390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -699393.062500 Penalty: 2798.531250
	Iteration 39Q: 3 clusters Score -699393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -699393.125000 Penalty: 2798.531250
	Iteration 40F: 3 clusters Score -699393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -699392.937500 Penalty: 2798.531250
	Iteration 41Q: 3 clusters Score -699392.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -699392.937500 Penalty: 2798.531250
	Iteration 42F: 3 clusters Score -699392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Entering Unmasked Estep 
Score: -2915015.750000 Penalty: 1632.796387
	Iteration 0F: 2 clusters Score -2915016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2899380.500000 Penalty: 3265.592773
	Iteration 0F: 3 clusters Score -2899380 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2905437.000000 Penalty: 3265.592773
	Iteration 1F: 3 clusters Score -2905437 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2906054.500000 Penalty: 3265.592773
	Iteration 2F: 3 clusters Score -2906054 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2906669.500000 Penalty: 3265.592773
	Iteration 3F: 3 clusters Score -2906670 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2907261.250000 Penalty: 3265.592773
	Iteration 4F: 3 clusters Score -2907261 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2907776.000000 Penalty: 3265.592773
	Iteration 5Q: 3 clusters Score -2907776 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2908304.750000 Penalty: 3265.592773
	Iteration 6Q: 3 clusters Score -2908305 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2908838.000000 Penalty: 3265.592773
	Iteration 7Q: 3 clusters Score -2908838 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2909397.750000 Penalty: 3265.592773
	Iteration 8Q: 3 clusters Score -2909398 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2910033.500000 Penalty: 3265.592773
	Iteration 9Q: 3 clusters Score -2910034 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2910747.250000 Penalty: 3265.592773
	Iteration 10Q: 3 clusters Score -2910747 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2911318.250000 Penalty: 3265.592773
	Iteration 11Q: 3 clusters Score -2911318 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2911696.500000 Penalty: 3265.592773
	Iteration 12Q: 3 clusters Score -2911696 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2911914.250000 Penalty: 3265.592773
	Iteration 13Q: 3 clusters Score -2911914 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2912018.750000 Penalty: 3265.592773
	Iteration 14Q: 3 clusters Score -2912019 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2912079.750000 Penalty: 3265.592773
	Iteration 15Q: 3 clusters Score -2912080 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2912151.000000 Penalty: 3265.592773
	Iteration 16Q: 3 clusters Score -2912151 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2912207.250000 Penalty: 3265.592773
	Iteration 17Q: 3 clusters Score -2912207 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2912272.000000 Penalty: 3265.592773
	Iteration 18Q: 3 clusters Score -2912272 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2912336.750000 Penalty: 3265.592773
	Iteration 19Q: 3 clusters Score -2912337 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2912440.500000 Penalty: 3265.592773
	Iteration 20F: 3 clusters Score -2912440 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2912545.750000 Penalty: 3265.592773
	Iteration 21Q: 3 clusters Score -2912546 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2912677.750000 Penalty: 3265.592773
	Iteration 22Q: 3 clusters Score -2912678 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2912833.500000 Penalty: 3265.592773
	Iteration 23Q: 3 clusters Score -2912834 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2913004.000000 Penalty: 3265.592773
	Iteration 24Q: 3 clusters Score -2913004 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2913135.000000 Penalty: 3265.592773
	Iteration 25Q: 3 clusters Score -2913135 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2913258.250000 Penalty: 3265.592773
	Iteration 26Q: 3 clusters Score -2913258 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2913355.500000 Penalty: 3265.592773
	Iteration 27Q: 3 clusters Score -2913356 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2913426.000000 Penalty: 3265.592773
	Iteration 28Q: 3 clusters Score -2913426 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2913488.750000 Penalty: 3265.592773
	Iteration 29Q: 3 clusters Score -2913489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2913535.250000 Penalty: 3265.592773
	Iteration 30Q: 3 clusters Score -2913535 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2913542.750000 Penalty: 3265.592773
	Iteration 31Q: 3 clusters Score -2913543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2913570.750000 Penalty: 3265.592773
	Iteration 32Q: 3 clusters Score -2913571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2913577.250000 Penalty: 3265.592773
	Iteration 33Q: 3 clusters Score -2913577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2913588.000000 Penalty: 3265.592773
	Iteration 34Q: 3 clusters Score -2913588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2913594.000000 Penalty: 3265.592773
	Iteration 35Q: 3 clusters Score -2913594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2913591.000000 Penalty: 3265.592773
	Iteration 36Q: 3 clusters Score -2913591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2913593.000000 Penalty: 3265.592773
	Iteration 37Q: 3 clusters Score -2913593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2913595.250000 Penalty: 3265.592773
	Iteration 38Q: 3 clusters Score -2913595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2913598.000000 Penalty: 3265.592773
	Iteration 39Q: 3 clusters Score -2913598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2913597.000000 Penalty: 3265.592773
	Iteration 40F: 3 clusters Score -2913597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2913605.250000 Penalty: 3265.592773
	Iteration 41Q: 3 clusters Score -2913605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2913606.750000 Penalty: 3265.592773
	Iteration 42Q: 3 clusters Score -2913607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2913606.750000 Penalty: 3265.592773
	Iteration 43Q: 3 clusters Score -2913607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2913604.000000 Penalty: 3265.592773
	Iteration 44Q: 3 clusters Score -2913604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2913605.750000 Penalty: 3265.592773
	Iteration 45Q: 3 clusters Score -2913606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2913609.000000 Penalty: 3265.592773
	Iteration 46Q: 3 clusters Score -2913609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2913608.250000 Penalty: 3265.592773
	Iteration 47Q: 3 clusters Score -2913608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2913615.750000 Penalty: 3265.592773
	Iteration 48Q: 3 clusters Score -2913616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2913616.250000 Penalty: 3265.592773
	Iteration 49Q: 3 clusters Score -2913616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2913611.500000 Penalty: 3265.592773
	Iteration 50Q: 3 clusters Score -2913612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2913614.500000 Penalty: 3265.592773
	Iteration 51Q: 3 clusters Score -2913614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2913619.000000 Penalty: 3265.592773
	Iteration 52Q: 3 clusters Score -2913619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2913618.500000 Penalty: 3265.592773
	Iteration 53Q: 3 clusters Score -2913618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2913624.250000 Penalty: 3265.592773
	Iteration 54Q: 3 clusters Score -2913624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2913627.000000 Penalty: 3265.592773
	Iteration 55Q: 3 clusters Score -2913627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2913628.500000 Penalty: 3265.592773
	Iteration 56Q: 3 clusters Score -2913628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2913628.750000 Penalty: 3265.592773
	Iteration 57Q: 3 clusters Score -2913629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2913629.500000 Penalty: 3265.592773
	Iteration 58Q: 3 clusters Score -2913630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2913630.750000 Penalty: 3265.592773
	Iteration 59Q: 3 clusters Score -2913631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2913632.250000 Penalty: 3265.592773
	Iteration 60F: 3 clusters Score -2913632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2913632.000000 Penalty: 3265.592773
	Iteration 61Q: 3 clusters Score -2913632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2913634.500000 Penalty: 3265.592773
	Iteration 62Q: 3 clusters Score -2913634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2913636.500000 Penalty: 3265.592773
	Iteration 63Q: 3 clusters Score -2913636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2913634.500000 Penalty: 3265.592773
	Iteration 64Q: 3 clusters Score -2913634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2913633.000000 Penalty: 3265.592773
	Iteration 65Q: 3 clusters Score -2913633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2913633.750000 Penalty: 3265.592773
	Iteration 66Q: 3 clusters Score -2913634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2913633.750000 Penalty: 3265.592773
	Iteration 67F: 3 clusters Score -2913634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -359399.906250 Penalty: 1282.462769
	Iteration 0F: 2 clusters Score -359399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -356847.093750 Penalty: 2564.925537
	Iteration 0F: 3 clusters Score -356847.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -357372.125000 Penalty: 2564.925537
	Iteration 1F: 3 clusters Score -357372.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -357466.875000 Penalty: 2564.925537
	Iteration 2F: 3 clusters Score -357466.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357533.812500 Penalty: 2564.925537
	Iteration 3Q: 3 clusters Score -357533.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -357577.000000 Penalty: 2564.925537
	Iteration 4Q: 3 clusters Score -357577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -357612.968750 Penalty: 2564.925537
	Iteration 5Q: 3 clusters Score -357613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -357642.531250 Penalty: 2564.925537
	Iteration 6Q: 3 clusters Score -357642.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -357674.843750 Penalty: 2564.925537
	Iteration 7Q: 3 clusters Score -357674.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -357704.718750 Penalty: 2564.925537
	Iteration 8Q: 3 clusters Score -357704.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -357726.593750 Penalty: 2564.925537
	Iteration 9Q: 3 clusters Score -357726.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -357743.125000 Penalty: 2564.925537
	Iteration 10Q: 3 clusters Score -357743.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -357751.812500 Penalty: 2564.925537
	Iteration 11Q: 3 clusters Score -357751.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -357759.718750 Penalty: 2564.925537
	Iteration 12Q: 3 clusters Score -357759.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -357767.437500 Penalty: 2564.925537
	Iteration 13Q: 3 clusters Score -357767.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -357778.875000 Penalty: 2564.925537
	Iteration 14Q: 3 clusters Score -357778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -357792.718750 Penalty: 2564.925537
	Iteration 15Q: 3 clusters Score -357792.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -357801.812500 Penalty: 2564.925537
	Iteration 16Q: 3 clusters Score -357801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -357809.156250 Penalty: 2564.925537
	Iteration 17Q: 3 clusters Score -357809.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -357815.500000 Penalty: 2564.925537
	Iteration 18Q: 3 clusters Score -357815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -357820.375000 Penalty: 2564.925537
	Iteration 19Q: 3 clusters Score -357820.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -357825.500000 Penalty: 2564.925537
	Iteration 20F: 3 clusters Score -357825.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -357833.625000 Penalty: 2564.925537
	Iteration 21Q: 3 clusters Score -357833.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -357837.750000 Penalty: 2564.925537
	Iteration 22Q: 3 clusters Score -357837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -357841.468750 Penalty: 2564.925537
	Iteration 23Q: 3 clusters Score -357841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -357843.093750 Penalty: 2564.925537
	Iteration 24Q: 3 clusters Score -357843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -357845.500000 Penalty: 2564.925537
	Iteration 25Q: 3 clusters Score -357845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -357847.343750 Penalty: 2564.925537
	Iteration 26Q: 3 clusters Score -357847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -357851.500000 Penalty: 2564.925537
	Iteration 27Q: 3 clusters Score -357851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -357852.906250 Penalty: 2564.925537
	Iteration 28Q: 3 clusters Score -357852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -357853.406250 Penalty: 2564.925537
	Iteration 29Q: 3 clusters Score -357853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -357855.250000 Penalty: 2564.925537
	Iteration 30Q: 3 clusters Score -357855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -357855.156250 Penalty: 2564.925537
	Iteration 31Q: 3 clusters Score -357855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -357856.281250 Penalty: 2564.925537
	Iteration 32Q: 3 clusters Score -357856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -357856.843750 Penalty: 2564.925537
	Iteration 33Q: 3 clusters Score -357856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -357857.750000 Penalty: 2564.925537
	Iteration 34Q: 3 clusters Score -357857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -357857.875000 Penalty: 2564.925537
	Iteration 35Q: 3 clusters Score -357857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -357858.093750 Penalty: 2564.925537
	Iteration 36Q: 3 clusters Score -357858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -357858.843750 Penalty: 2564.925537
	Iteration 37Q: 3 clusters Score -357858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -357859.062500 Penalty: 2564.925537
	Iteration 38Q: 3 clusters Score -357859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357859.500000 Penalty: 2564.925537
	Iteration 39Q: 3 clusters Score -357859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -357860.562500 Penalty: 2564.925537
	Iteration 40F: 3 clusters Score -357860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -357861.156250 Penalty: 2564.925537
	Iteration 41Q: 3 clusters Score -357861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -357862.406250 Penalty: 2564.925537
	Iteration 42Q: 3 clusters Score -357862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -357863.218750 Penalty: 2564.925537
	Iteration 43Q: 3 clusters Score -357863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -357863.656250 Penalty: 2564.925537
	Iteration 44Q: 3 clusters Score -357863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -357863.937500 Penalty: 2564.925537
	Iteration 45Q: 3 clusters Score -357863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -357865.156250 Penalty: 2564.925537
	Iteration 46Q: 3 clusters Score -357865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -357865.156250 Penalty: 2564.925537
	Iteration 47F: 3 clusters Score -357865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Entering Unmasked Estep 
Score: -7485584.000000 Penalty: 1778.763184
	Iteration 0F: 2 clusters Score -7485584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -7448123.000000 Penalty: 3557.526367
	Iteration 0F: 3 clusters Score -7448123 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -7463187.000000 Penalty: 3557.526367
	Iteration 1F: 3 clusters Score -7463187 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -7463590.500000 Penalty: 3557.526367
	Iteration 2Q: 3 clusters Score -7463590 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -7464178.000000 Penalty: 3557.526367
	Iteration 3Q: 3 clusters Score -7464178 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7464923.500000 Penalty: 3557.526367
	Iteration 4Q: 3 clusters Score -7464924 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -7466259.500000 Penalty: 3557.526367
	Iteration 5Q: 3 clusters Score -7466260 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -7468569.000000 Penalty: 3557.526367
	Iteration 6F: 3 clusters Score -7468569 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -7472303.500000 Penalty: 3557.526367
	Iteration 7F: 3 clusters Score -7472304 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -7477064.500000 Penalty: 3557.526367
	Iteration 8F: 3 clusters Score -7477064 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7480989.000000 Penalty: 3557.526367
	Iteration 9F: 3 clusters Score -7480989 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7483001.500000 Penalty: 3557.526367
	Iteration 10Q: 3 clusters Score -7483002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7483698.000000 Penalty: 3557.526367
	Iteration 11Q: 3 clusters Score -7483698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7483890.000000 Penalty: 3557.526367
	Iteration 12Q: 3 clusters Score -7483890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7483954.000000 Penalty: 3557.526367
	Iteration 13Q: 3 clusters Score -7483954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7483981.500000 Penalty: 3557.526367
	Iteration 14Q: 3 clusters Score -7483982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7483987.500000 Penalty: 3557.526367
	Iteration 15Q: 3 clusters Score -7483988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7484006.500000 Penalty: 3557.526367
	Iteration 16Q: 3 clusters Score -7484006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7484007.000000 Penalty: 3557.526367
	Iteration 17Q: 3 clusters Score -7484007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7484008.000000 Penalty: 3557.526367
	Iteration 18F: 3 clusters Score -7484008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7484013.500000 Penalty: 3557.526367
	Iteration 19Q: 3 clusters Score -7484014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7484013.500000 Penalty: 3557.526367
	Iteration 20F: 3 clusters Score -7484014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -53748.148438 Penalty: 1014.992310
	Iteration 0F: 2 clusters Score -53748.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52722.703125 Penalty: 2029.984619
	Iteration 0F: 3 clusters Score -52722.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52905.359375 Penalty: 2029.984619
	Iteration 1F: 3 clusters Score -52905.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52958.820312 Penalty: 2029.984619
	Iteration 2F: 3 clusters Score -52958.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52980.566406 Penalty: 2029.984619
	Iteration 3Q: 3 clusters Score -52980.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52995.851562 Penalty: 2029.984619
	Iteration 4Q: 3 clusters Score -52995.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53005.597656 Penalty: 2029.984619
	Iteration 5Q: 3 clusters Score -53005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53016.613281 Penalty: 2029.984619
	Iteration 6Q: 3 clusters Score -53016.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53027.574219 Penalty: 2029.984619
	Iteration 7Q: 3 clusters Score -53027.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53036.582031 Penalty: 2029.984619
	Iteration 8Q: 3 clusters Score -53036.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53043.281250 Penalty: 2029.984619
	Iteration 9Q: 3 clusters Score -53043.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53047.097656 Penalty: 2029.984619
	Iteration 10Q: 3 clusters Score -53047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53050.046875 Penalty: 2029.984619
	Iteration 11Q: 3 clusters Score -53050.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53051.097656 Penalty: 2029.984619
	Iteration 12Q: 3 clusters Score -53051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53051.097656 Penalty: 2029.984619
	Iteration 13F: 3 clusters Score -53051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Entering Unmasked Estep 
Score: -6184104.000000 Penalty: 1745.983765
	Iteration 0F: 2 clusters Score -6184104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -6153108.500000 Penalty: 3491.967529
	Iteration 0F: 3 clusters Score -6153108 nChanged 21687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -6165402.000000 Penalty: 3491.967529
	Iteration 1F: 3 clusters Score -6165402 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6166000.000000 Penalty: 3491.967529
	Iteration 2Q: 3 clusters Score -6166000 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -6166829.500000 Penalty: 3491.967529
	Iteration 3Q: 3 clusters Score -6166830 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -6167974.000000 Penalty: 3491.967529
	Iteration 4F: 3 clusters Score -6167974 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6169398.500000 Penalty: 3491.967529
	Iteration 5F: 3 clusters Score -6169398 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6171428.000000 Penalty: 3491.967529
	Iteration 6F: 3 clusters Score -6171428 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6174030.500000 Penalty: 3491.967529
	Iteration 7F: 3 clusters Score -6174030 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -6176936.500000 Penalty: 3491.967529
	Iteration 8F: 3 clusters Score -6176936 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6179466.000000 Penalty: 3491.967529
	Iteration 9F: 3 clusters Score -6179466 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6181104.000000 Penalty: 3491.967529
	Iteration 10Q: 3 clusters Score -6181104 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6181908.500000 Penalty: 3491.967529
	Iteration 11Q: 3 clusters Score -6181908 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6182222.000000 Penalty: 3491.967529
	Iteration 12Q: 3 clusters Score -6182222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -6182381.500000 Penalty: 3491.967529
	Iteration 13Q: 3 clusters Score -6182382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6182443.500000 Penalty: 3491.967529
	Iteration 14Q: 3 clusters Score -6182444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -6182477.000000 Penalty: 3491.967529
	Iteration 15Q: 3 clusters Score -6182477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -6182508.000000 Penalty: 3491.967529
	Iteration 16Q: 3 clusters Score -6182508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -6182522.500000 Penalty: 3491.967529
	Iteration 17Q: 3 clusters Score -6182522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6182527.500000 Penalty: 3491.967529
	Iteration 18Q: 3 clusters Score -6182528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6182529.000000 Penalty: 3491.967529
	Iteration 19Q: 3 clusters Score -6182529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6182531.000000 Penalty: 3491.967529
	Iteration 20F: 3 clusters Score -6182531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -6182533.500000 Penalty: 3491.967529
	Iteration 21Q: 3 clusters Score -6182534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6182534.500000 Penalty: 3491.967529
	Iteration 22Q: 3 clusters Score -6182534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6182534.500000 Penalty: 3491.967529
	Iteration 23F: 3 clusters Score -6182534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -613728.125000 Penalty: 1377.173096
	Iteration 0F: 2 clusters Score -613728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -609875.687500 Penalty: 2754.346191
	Iteration 0F: 3 clusters Score -609875.7 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -610912.812500 Penalty: 2754.346191
	Iteration 1F: 3 clusters Score -610912.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -611141.062500 Penalty: 2754.346191
	Iteration 2F: 3 clusters Score -611141.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -611310.187500 Penalty: 2754.346191
	Iteration 3F: 3 clusters Score -611310.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -611479.562500 Penalty: 2754.346191
	Iteration 4F: 3 clusters Score -611479.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -611695.187500 Penalty: 2754.346191
	Iteration 5F: 3 clusters Score -611695.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -611916.312500 Penalty: 2754.346191
	Iteration 6F: 3 clusters Score -611916.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -612085.437500 Penalty: 2754.346191
	Iteration 7Q: 3 clusters Score -612085.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -612222.812500 Penalty: 2754.346191
	Iteration 8Q: 3 clusters Score -612222.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -612313.000000 Penalty: 2754.346191
	Iteration 9Q: 3 clusters Score -612313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -612376.312500 Penalty: 2754.346191
	Iteration 10Q: 3 clusters Score -612376.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -612415.062500 Penalty: 2754.346191
	Iteration 11Q: 3 clusters Score -612415.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -612446.562500 Penalty: 2754.346191
	Iteration 12Q: 3 clusters Score -612446.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -612466.625000 Penalty: 2754.346191
	Iteration 13Q: 3 clusters Score -612466.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -612484.750000 Penalty: 2754.346191
	Iteration 14Q: 3 clusters Score -612484.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -612494.812500 Penalty: 2754.346191
	Iteration 15Q: 3 clusters Score -612494.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -612506.125000 Penalty: 2754.346191
	Iteration 16Q: 3 clusters Score -612506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -612510.875000 Penalty: 2754.346191
	Iteration 17Q: 3 clusters Score -612510.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -612517.625000 Penalty: 2754.346191
	Iteration 18Q: 3 clusters Score -612517.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -612521.437500 Penalty: 2754.346191
	Iteration 19Q: 3 clusters Score -612521.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -612526.625000 Penalty: 2754.346191
	Iteration 20F: 3 clusters Score -612526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -612529.062500 Penalty: 2754.346191
	Iteration 21Q: 3 clusters Score -612529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -612528.500000 Penalty: 2754.346191
	Iteration 22Q: 3 clusters Score -612528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -612531.000000 Penalty: 2754.346191
	Iteration 23Q: 3 clusters Score -612531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -612531.187500 Penalty: 2754.346191
	Iteration 24Q: 3 clusters Score -612531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -612531.187500 Penalty: 2754.346191
	Iteration 25Q: 3 clusters Score -612531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -612532.937500 Penalty: 2754.346191
	Iteration 26Q: 3 clusters Score -612532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -612533.437500 Penalty: 2754.346191
	Iteration 27Q: 3 clusters Score -612533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -612533.187500 Penalty: 2754.346191
	Iteration 28Q: 3 clusters Score -612533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -612534.125000 Penalty: 2754.346191
	Iteration 29Q: 3 clusters Score -612534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -612535.437500 Penalty: 2754.346191
	Iteration 30Q: 3 clusters Score -612535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -612535.437500 Penalty: 2754.346191
	Iteration 31F: 3 clusters Score -612535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -969139.125000 Penalty: 1442.846436
	Iteration 0F: 2 clusters Score -969139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -963767.562500 Penalty: 2885.692871
	Iteration 0F: 3 clusters Score -963767.6 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -965297.187500 Penalty: 2885.692871
	Iteration 1F: 3 clusters Score -965297.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -965489.625000 Penalty: 2885.692871
	Iteration 2F: 3 clusters Score -965489.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -965625.062500 Penalty: 2885.692871
	Iteration 3Q: 3 clusters Score -965625.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -965732.250000 Penalty: 2885.692871
	Iteration 4Q: 3 clusters Score -965732.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -965817.125000 Penalty: 2885.692871
	Iteration 5Q: 3 clusters Score -965817.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -965893.437500 Penalty: 2885.692871
	Iteration 6Q: 3 clusters Score -965893.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -965956.812500 Penalty: 2885.692871
	Iteration 7Q: 3 clusters Score -965956.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -966013.500000 Penalty: 2885.692871
	Iteration 8Q: 3 clusters Score -966013.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -966063.562500 Penalty: 2885.692871
	Iteration 9Q: 3 clusters Score -966063.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -966114.625000 Penalty: 2885.692871
	Iteration 10Q: 3 clusters Score -966114.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -966174.750000 Penalty: 2885.692871
	Iteration 11Q: 3 clusters Score -966174.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -966260.937500 Penalty: 2885.692871
	Iteration 12Q: 3 clusters Score -966260.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -966366.062500 Penalty: 2885.692871
	Iteration 13Q: 3 clusters Score -966366.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -966465.250000 Penalty: 2885.692871
	Iteration 14Q: 3 clusters Score -966465.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -966562.875000 Penalty: 2885.692871
	Iteration 15Q: 3 clusters Score -966562.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -966670.187500 Penalty: 2885.692871
	Iteration 16Q: 3 clusters Score -966670.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -966785.937500 Penalty: 2885.692871
	Iteration 17Q: 3 clusters Score -966785.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -966916.937500 Penalty: 2885.692871
	Iteration 18Q: 3 clusters Score -966916.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -967052.125000 Penalty: 2885.692871
	Iteration 19Q: 3 clusters Score -967052.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -967185.125000 Penalty: 2885.692871
	Iteration 20F: 3 clusters Score -967185.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -967335.625000 Penalty: 2885.692871
	Iteration 21Q: 3 clusters Score -967335.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -967473.812500 Penalty: 2885.692871
	Iteration 22Q: 3 clusters Score -967473.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -967572.312500 Penalty: 2885.692871
	Iteration 23Q: 3 clusters Score -967572.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -967651.125000 Penalty: 2885.692871
	Iteration 24Q: 3 clusters Score -967651.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -967706.562500 Penalty: 2885.692871
	Iteration 25Q: 3 clusters Score -967706.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -967760.750000 Penalty: 2885.692871
	Iteration 26Q: 3 clusters Score -967760.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -967788.500000 Penalty: 2885.692871
	Iteration 27Q: 3 clusters Score -967788.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -967810.562500 Penalty: 2885.692871
	Iteration 28Q: 3 clusters Score -967810.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -967824.750000 Penalty: 2885.692871
	Iteration 29Q: 3 clusters Score -967824.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -967841.750000 Penalty: 2885.692871
	Iteration 30Q: 3 clusters Score -967841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -967854.312500 Penalty: 2885.692871
	Iteration 31Q: 3 clusters Score -967854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -967865.812500 Penalty: 2885.692871
	Iteration 32Q: 3 clusters Score -967865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -967876.750000 Penalty: 2885.692871
	Iteration 33Q: 3 clusters Score -967876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -967887.187500 Penalty: 2885.692871
	Iteration 34Q: 3 clusters Score -967887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -967893.187500 Penalty: 2885.692871
	Iteration 35Q: 3 clusters Score -967893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -967899.250000 Penalty: 2885.692871
	Iteration 36Q: 3 clusters Score -967899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -967903.812500 Penalty: 2885.692871
	Iteration 37Q: 3 clusters Score -967903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -967907.187500 Penalty: 2885.692871
	Iteration 38Q: 3 clusters Score -967907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -967909.187500 Penalty: 2885.692871
	Iteration 39Q: 3 clusters Score -967909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -967911.750000 Penalty: 2885.692871
	Iteration 40F: 3 clusters Score -967911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -967915.750000 Penalty: 2885.692871
	Iteration 41Q: 3 clusters Score -967915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -967924.062500 Penalty: 2885.692871
	Iteration 42Q: 3 clusters Score -967924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -967931.125000 Penalty: 2885.692871
	Iteration 43Q: 3 clusters Score -967931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -967936.562500 Penalty: 2885.692871
	Iteration 44Q: 3 clusters Score -967936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -967939.250000 Penalty: 2885.692871
	Iteration 45Q: 3 clusters Score -967939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -967942.812500 Penalty: 2885.692871
	Iteration 46Q: 3 clusters Score -967942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -967947.000000 Penalty: 2885.692871
	Iteration 47Q: 3 clusters Score -967947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -967947.500000 Penalty: 2885.692871
	Iteration 48Q: 3 clusters Score -967947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -967947.500000 Penalty: 2885.692871
	Iteration 49F: 3 clusters Score -967947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Entering Unmasked Estep 
Score: -7910737.000000 Penalty: 1793.009521
	Iteration 0F: 2 clusters Score -7910737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -7869567.500000 Penalty: 3586.019043
	Iteration 0F: 3 clusters Score -7869568 nChanged 29149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -7886514.500000 Penalty: 3586.019043
	Iteration 1F: 3 clusters Score -7886514 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -7887440.000000 Penalty: 3586.019043
	Iteration 2Q: 3 clusters Score -7887440 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -7888670.000000 Penalty: 3586.019043
	Iteration 3Q: 3 clusters Score -7888670 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -7890328.500000 Penalty: 3586.019043
	Iteration 4F: 3 clusters Score -7890328 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -7892612.500000 Penalty: 3586.019043
	Iteration 5F: 3 clusters Score -7892612 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -7895736.000000 Penalty: 3586.019043
	Iteration 6F: 3 clusters Score -7895736 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -7899028.500000 Penalty: 3586.019043
	Iteration 7F: 3 clusters Score -7899028 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -7901834.500000 Penalty: 3586.019043
	Iteration 8F: 3 clusters Score -7901834 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -7903822.000000 Penalty: 3586.019043
	Iteration 9Q: 3 clusters Score -7903822 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -7905129.500000 Penalty: 3586.019043
	Iteration 10Q: 3 clusters Score -7905130 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -7905927.000000 Penalty: 3586.019043
	Iteration 11Q: 3 clusters Score -7905927 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -7906528.500000 Penalty: 3586.019043
	Iteration 12Q: 3 clusters Score -7906528 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -7906984.500000 Penalty: 3586.019043
	Iteration 13Q: 3 clusters Score -7906984 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -7907315.000000 Penalty: 3586.019043
	Iteration 14Q: 3 clusters Score -7907315 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -7907593.000000 Penalty: 3586.019043
	Iteration 15Q: 3 clusters Score -7907593 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7907842.500000 Penalty: 3586.019043
	Iteration 16Q: 3 clusters Score -7907842 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7908032.500000 Penalty: 3586.019043
	Iteration 17Q: 3 clusters Score -7908032 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -7908188.500000 Penalty: 3586.019043
	Iteration 18Q: 3 clusters Score -7908188 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7908369.500000 Penalty: 3586.019043
	Iteration 19Q: 3 clusters Score -7908370 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7908502.500000 Penalty: 3586.019043
	Iteration 20F: 3 clusters Score -7908502 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -7908570.000000 Penalty: 3586.019043
	Iteration 21Q: 3 clusters Score -7908570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7908692.000000 Penalty: 3586.019043
	Iteration 22Q: 3 clusters Score -7908692 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7908771.000000 Penalty: 3586.019043
	Iteration 23Q: 3 clusters Score -7908771 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -7908833.000000 Penalty: 3586.019043
	Iteration 24Q: 3 clusters Score -7908833 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7908889.500000 Penalty: 3586.019043
	Iteration 25Q: 3 clusters Score -7908890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7908915.000000 Penalty: 3586.019043
	Iteration 26Q: 3 clusters Score -7908915 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7908942.000000 Penalty: 3586.019043
	Iteration 27Q: 3 clusters Score -7908942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7908967.000000 Penalty: 3586.019043
	Iteration 28Q: 3 clusters Score -7908967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7909004.000000 Penalty: 3586.019043
	Iteration 29Q: 3 clusters Score -7909004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7909019.500000 Penalty: 3586.019043
	Iteration 30Q: 3 clusters Score -7909020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7909056.500000 Penalty: 3586.019043
	Iteration 31Q: 3 clusters Score -7909056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7909084.500000 Penalty: 3586.019043
	Iteration 32Q: 3 clusters Score -7909084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7909093.500000 Penalty: 3586.019043
	Iteration 33Q: 3 clusters Score -7909094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7909095.500000 Penalty: 3586.019043
	Iteration 34Q: 3 clusters Score -7909096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7909111.000000 Penalty: 3586.019043
	Iteration 35Q: 3 clusters Score -7909111 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7909149.000000 Penalty: 3586.019043
	Iteration 36Q: 3 clusters Score -7909149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7909158.500000 Penalty: 3586.019043
	Iteration 37Q: 3 clusters Score -7909158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7909168.000000 Penalty: 3586.019043
	Iteration 38Q: 3 clusters Score -7909168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7909183.000000 Penalty: 3586.019043
	Iteration 39Q: 3 clusters Score -7909183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7909194.000000 Penalty: 3586.019043
	Iteration 40F: 3 clusters Score -7909194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7909199.000000 Penalty: 3586.019043
	Iteration 41Q: 3 clusters Score -7909199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7909214.000000 Penalty: 3586.019043
	Iteration 42Q: 3 clusters Score -7909214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7909205.500000 Penalty: 3586.019043
	Iteration 43Q: 3 clusters Score -7909206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7909205.000000 Penalty: 3586.019043
	Iteration 44Q: 3 clusters Score -7909205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7909227.000000 Penalty: 3586.019043
	Iteration 45Q: 3 clusters Score -7909227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7909234.000000 Penalty: 3586.019043
	Iteration 46Q: 3 clusters Score -7909234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7909243.500000 Penalty: 3586.019043
	Iteration 47Q: 3 clusters Score -7909244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7909250.000000 Penalty: 3586.019043
	Iteration 48Q: 3 clusters Score -7909250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7909246.000000 Penalty: 3586.019043
	Iteration 49Q: 3 clusters Score -7909246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7909252.500000 Penalty: 3586.019043
	Iteration 50Q: 3 clusters Score -7909252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7909259.000000 Penalty: 3586.019043
	Iteration 51Q: 3 clusters Score -7909259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7909270.500000 Penalty: 3586.019043
	Iteration 52Q: 3 clusters Score -7909270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7909276.000000 Penalty: 3586.019043
	Iteration 53Q: 3 clusters Score -7909276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7909277.000000 Penalty: 3586.019043
	Iteration 54Q: 3 clusters Score -7909277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7909275.500000 Penalty: 3586.019043
	Iteration 55Q: 3 clusters Score -7909276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7909269.000000 Penalty: 3586.019043
	Iteration 56Q: 3 clusters Score -7909269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7909284.500000 Penalty: 3586.019043
	Iteration 57Q: 3 clusters Score -7909284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7909294.000000 Penalty: 3586.019043
	Iteration 58Q: 3 clusters Score -7909294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7909276.500000 Penalty: 3586.019043
	Iteration 59Q: 3 clusters Score -7909276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7909291.000000 Penalty: 3586.019043
	Iteration 60F: 3 clusters Score -7909291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7909283.500000 Penalty: 3586.019043
	Iteration 61Q: 3 clusters Score -7909284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7909287.500000 Penalty: 3586.019043
	Iteration 62Q: 3 clusters Score -7909288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7909280.500000 Penalty: 3586.019043
	Iteration 63Q: 3 clusters Score -7909280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7909296.000000 Penalty: 3586.019043
	Iteration 64Q: 3 clusters Score -7909296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7909304.000000 Penalty: 3586.019043
	Iteration 65Q: 3 clusters Score -7909304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7909303.000000 Penalty: 3586.019043
	Iteration 66Q: 3 clusters Score -7909303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7909311.000000 Penalty: 3586.019043
	Iteration 67Q: 3 clusters Score -7909311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7909304.000000 Penalty: 3586.019043
	Iteration 68Q: 3 clusters Score -7909304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7909304.000000 Penalty: 3586.019043
	Iteration 69Q: 3 clusters Score -7909304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7909303.000000 Penalty: 3586.019043
	Iteration 70Q: 3 clusters Score -7909303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7909303.000000 Penalty: 3586.019043
	Iteration 71F: 3 clusters Score -7909303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Entering Unmasked Estep 
Score: -11020070.000000 Penalty: 1840.605103
	Iteration 0F: 2 clusters Score -1.102007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -10968917.000000 Penalty: 3681.210205
	Iteration 0F: 3 clusters Score -1.096892e+07 nChanged 39719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -10992055.000000 Penalty: 3681.210205
	Iteration 1F: 3 clusters Score -1.099206e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -10992811.000000 Penalty: 3681.210205
	Iteration 2Q: 3 clusters Score -1.099281e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -10993947.000000 Penalty: 3681.210205
	Iteration 3Q: 3 clusters Score -1.099395e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -10995554.000000 Penalty: 3681.210205
	Iteration 4Q: 3 clusters Score -1.099555e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -10998311.000000 Penalty: 3681.210205
	Iteration 5F: 3 clusters Score -1.099831e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -11002083.000000 Penalty: 3681.210205
	Iteration 6F: 3 clusters Score -1.100208e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -11006139.000000 Penalty: 3681.210205
	Iteration 7F: 3 clusters Score -1.100614e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -11009480.000000 Penalty: 3681.210205
	Iteration 8F: 3 clusters Score -1.100948e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -11011232.000000 Penalty: 3681.210205
	Iteration 9Q: 3 clusters Score -1.101123e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -11012097.000000 Penalty: 3681.210205
	Iteration 10Q: 3 clusters Score -1.10121e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -11012598.000000 Penalty: 3681.210205
	Iteration 11Q: 3 clusters Score -1.10126e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -11013068.000000 Penalty: 3681.210205
	Iteration 12Q: 3 clusters Score -1.101307e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -11013549.000000 Penalty: 3681.210205
	Iteration 13Q: 3 clusters Score -1.101355e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -11013900.000000 Penalty: 3681.210205
	Iteration 14Q: 3 clusters Score -1.10139e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -11014360.000000 Penalty: 3681.210205
	Iteration 15Q: 3 clusters Score -1.101436e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -11014767.000000 Penalty: 3681.210205
	Iteration 16Q: 3 clusters Score -1.101477e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -11015183.000000 Penalty: 3681.210205
	Iteration 17Q: 3 clusters Score -1.101518e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -11015570.000000 Penalty: 3681.210205
	Iteration 18Q: 3 clusters Score -1.101557e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -11015855.000000 Penalty: 3681.210205
	Iteration 19Q: 3 clusters Score -1.101586e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -11016193.000000 Penalty: 3681.210205
	Iteration 20F: 3 clusters Score -1.101619e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -11016556.000000 Penalty: 3681.210205
	Iteration 21Q: 3 clusters Score -1.101656e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -11016809.000000 Penalty: 3681.210205
	Iteration 22Q: 3 clusters Score -1.101681e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -11017071.000000 Penalty: 3681.210205
	Iteration 23Q: 3 clusters Score -1.101707e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -11017328.000000 Penalty: 3681.210205
	Iteration 24Q: 3 clusters Score -1.101733e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -11017481.000000 Penalty: 3681.210205
	Iteration 25Q: 3 clusters Score -1.101748e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -11017689.000000 Penalty: 3681.210205
	Iteration 26Q: 3 clusters Score -1.101769e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -11017792.000000 Penalty: 3681.210205
	Iteration 27Q: 3 clusters Score -1.101779e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -11017941.000000 Penalty: 3681.210205
	Iteration 28Q: 3 clusters Score -1.101794e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -11018063.000000 Penalty: 3681.210205
	Iteration 29Q: 3 clusters Score -1.101806e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -11018183.000000 Penalty: 3681.210205
	Iteration 30Q: 3 clusters Score -1.101818e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -11018227.000000 Penalty: 3681.210205
	Iteration 31Q: 3 clusters Score -1.101823e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -11018272.000000 Penalty: 3681.210205
	Iteration 32Q: 3 clusters Score -1.101827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -11018302.000000 Penalty: 3681.210205
	Iteration 33Q: 3 clusters Score -1.10183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -11018340.000000 Penalty: 3681.210205
	Iteration 34Q: 3 clusters Score -1.101834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -11018337.000000 Penalty: 3681.210205
	Iteration 35Q: 3 clusters Score -1.101834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -11018357.000000 Penalty: 3681.210205
	Iteration 36Q: 3 clusters Score -1.101836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -11018359.000000 Penalty: 3681.210205
	Iteration 37Q: 3 clusters Score -1.101836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -11018370.000000 Penalty: 3681.210205
	Iteration 38Q: 3 clusters Score -1.101837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -11018369.000000 Penalty: 3681.210205
	Iteration 39Q: 3 clusters Score -1.101837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -11018382.000000 Penalty: 3681.210205
	Iteration 40F: 3 clusters Score -1.101838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -11018391.000000 Penalty: 3681.210205
	Iteration 41Q: 3 clusters Score -1.101839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -11018412.000000 Penalty: 3681.210205
	Iteration 42Q: 3 clusters Score -1.101841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -11018420.000000 Penalty: 3681.210205
	Iteration 43Q: 3 clusters Score -1.101842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -11018420.000000 Penalty: 3681.210205
	Iteration 44Q: 3 clusters Score -1.101842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -11018437.000000 Penalty: 3681.210205
	Iteration 45Q: 3 clusters Score -1.101844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -11018431.000000 Penalty: 3681.210205
	Iteration 46Q: 3 clusters Score -1.101843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -11018450.000000 Penalty: 3681.210205
	Iteration 47Q: 3 clusters Score -1.101845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -11018460.000000 Penalty: 3681.210205
	Iteration 48Q: 3 clusters Score -1.101846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -11018461.000000 Penalty: 3681.210205
	Iteration 49Q: 3 clusters Score -1.101846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -11018454.000000 Penalty: 3681.210205
	Iteration 50Q: 3 clusters Score -1.101845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -11018464.000000 Penalty: 3681.210205
	Iteration 51Q: 3 clusters Score -1.101846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -11018464.000000 Penalty: 3681.210205
	Iteration 52Q: 3 clusters Score -1.101846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -11018480.000000 Penalty: 3681.210205
	Iteration 53Q: 3 clusters Score -1.101848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -11018494.000000 Penalty: 3681.210205
	Iteration 54Q: 3 clusters Score -1.101849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -11018493.000000 Penalty: 3681.210205
	Iteration 55Q: 3 clusters Score -1.101849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -11018491.000000 Penalty: 3681.210205
	Iteration 56Q: 3 clusters Score -1.101849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -11018500.000000 Penalty: 3681.210205
	Iteration 57Q: 3 clusters Score -1.10185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -11018504.000000 Penalty: 3681.210205
	Iteration 58Q: 3 clusters Score -1.10185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -11018507.000000 Penalty: 3681.210205
	Iteration 59Q: 3 clusters Score -1.101851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -11018504.000000 Penalty: 3681.210205
	Iteration 60F: 3 clusters Score -1.10185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -11018510.000000 Penalty: 3681.210205
	Iteration 61Q: 3 clusters Score -1.101851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -11018516.000000 Penalty: 3681.210205
	Iteration 62Q: 3 clusters Score -1.101852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -11018513.000000 Penalty: 3681.210205
	Iteration 63Q: 3 clusters Score -1.101851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -11018513.000000 Penalty: 3681.210205
	Iteration 64F: 3 clusters Score -1.101851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -392661.937500 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -392661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -389688.937500 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -389688.9 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -390527.218750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -390527.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -390733.281250 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -390733.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -390858.625000 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -390858.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -390950.781250 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -390950.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -391022.187500 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -391022.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -391110.218750 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -391110.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -391180.187500 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -391180.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -391249.000000 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -391249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -391300.250000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -391300.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -391344.312500 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -391344.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -391389.968750 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -391390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -391441.343750 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -391441.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -391486.093750 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -391486.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -391531.218750 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -391531.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -391573.875000 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -391573.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -391623.625000 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -391623.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -391662.687500 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -391662.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -391689.468750 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -391689.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -391711.593750 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -391711.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -391727.906250 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -391727.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -391740.687500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -391740.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -391745.468750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -391745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -391748.031250 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -391748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -391753.468750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -391753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -391757.031250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -391757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -391761.093750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -391761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -391766.656250 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -391766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -391770.406250 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -391770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -391777.343750 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -391777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -391779.281250 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -391779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -391781.125000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -391781.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -391783.250000 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -391783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -391783.875000 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -391783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -391785.593750 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -391785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -391785.593750 Penalty: 2636.083984
	Iteration 35F: 3 clusters Score -391785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -860946.687500 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -860946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -855749.000000 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -855749 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -857259.875000 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -857259.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -857434.937500 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -857434.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -857569.062500 Penalty: 2871.254150
	Iteration 3Q: 3 clusters Score -857569.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -857687.500000 Penalty: 2871.254150
	Iteration 4Q: 3 clusters Score -857687.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -857813.312500 Penalty: 2871.254150
	Iteration 5Q: 3 clusters Score -857813.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -857947.312500 Penalty: 2871.254150
	Iteration 6Q: 3 clusters Score -857947.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -858089.687500 Penalty: 2871.254150
	Iteration 7Q: 3 clusters Score -858089.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -858251.125000 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -858251.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -858429.125000 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -858429.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -858646.500000 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -858646.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -858884.312500 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -858884.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -859176.312500 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -859176.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -859487.625000 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -859487.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -859744.500000 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -859744.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -859915.562500 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -859915.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -860017.562500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -860017.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -860083.625000 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -860083.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -860131.312500 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -860131.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -860170.937500 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -860170.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -860218.812500 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -860218.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -860268.250000 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -860268.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -860314.187500 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -860314.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -860367.062500 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -860367.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -860406.625000 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -860406.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -860427.250000 Penalty: 2871.254150
	Iteration 25Q: 3 clusters Score -860427.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -860445.812500 Penalty: 2871.254150
	Iteration 26Q: 3 clusters Score -860445.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -860458.062500 Penalty: 2871.254150
	Iteration 27Q: 3 clusters Score -860458.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -860464.062500 Penalty: 2871.254150
	Iteration 28Q: 3 clusters Score -860464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -860470.000000 Penalty: 2871.254150
	Iteration 29Q: 3 clusters Score -860470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -860475.375000 Penalty: 2871.254150
	Iteration 30Q: 3 clusters Score -860475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -860477.625000 Penalty: 2871.254150
	Iteration 31Q: 3 clusters Score -860477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -860479.937500 Penalty: 2871.254150
	Iteration 32Q: 3 clusters Score -860479.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -860480.000000 Penalty: 2871.254150
	Iteration 33Q: 3 clusters Score -860480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -860482.250000 Penalty: 2871.254150
	Iteration 34Q: 3 clusters Score -860482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -860485.750000 Penalty: 2871.254150
	Iteration 35Q: 3 clusters Score -860485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -860484.875000 Penalty: 2871.254150
	Iteration 36Q: 3 clusters Score -860484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -860483.187500 Penalty: 2871.254150
	Iteration 37Q: 3 clusters Score -860483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -860484.312500 Penalty: 2871.254150
	Iteration 38Q: 3 clusters Score -860484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -860484.687500 Penalty: 2871.254150
	Iteration 39Q: 3 clusters Score -860484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -860485.687500 Penalty: 2871.254150
	Iteration 40F: 3 clusters Score -860485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -860486.312500 Penalty: 2871.254150
	Iteration 41Q: 3 clusters Score -860486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -860484.812500 Penalty: 2871.254150
	Iteration 42Q: 3 clusters Score -860484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -860484.812500 Penalty: 2871.254150
	Iteration 43F: 3 clusters Score -860484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Entering Unmasked Estep 
Score: -2912419.000000 Penalty: 1628.109375
	Iteration 0F: 2 clusters Score -2912419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2897231.000000 Penalty: 3256.218750
	Iteration 0F: 3 clusters Score -2897231 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2902921.750000 Penalty: 3256.218750
	Iteration 1F: 3 clusters Score -2902922 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2903393.250000 Penalty: 3256.218750
	Iteration 2F: 3 clusters Score -2903393 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2903950.500000 Penalty: 3256.218750
	Iteration 3F: 3 clusters Score -2903950 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2904673.000000 Penalty: 3256.218750
	Iteration 4F: 3 clusters Score -2904673 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2905679.000000 Penalty: 3256.218750
	Iteration 5F: 3 clusters Score -2905679 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2906991.750000 Penalty: 3256.218750
	Iteration 6F: 3 clusters Score -2906992 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2908399.750000 Penalty: 3256.218750
	Iteration 7F: 3 clusters Score -2908400 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2909521.250000 Penalty: 3256.218750
	Iteration 8F: 3 clusters Score -2909521 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2910224.500000 Penalty: 3256.218750
	Iteration 9Q: 3 clusters Score -2910224 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2910610.250000 Penalty: 3256.218750
	Iteration 10Q: 3 clusters Score -2910610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2910773.750000 Penalty: 3256.218750
	Iteration 11Q: 3 clusters Score -2910774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2910852.000000 Penalty: 3256.218750
	Iteration 12Q: 3 clusters Score -2910852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2910898.750000 Penalty: 3256.218750
	Iteration 13Q: 3 clusters Score -2910899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2910948.250000 Penalty: 3256.218750
	Iteration 14Q: 3 clusters Score -2910948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2910957.000000 Penalty: 3256.218750
	Iteration 15Q: 3 clusters Score -2910957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2910964.500000 Penalty: 3256.218750
	Iteration 16Q: 3 clusters Score -2910964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2910962.500000 Penalty: 3256.218750
	Iteration 17Q: 3 clusters Score -2910962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2910962.500000 Penalty: 3256.218750
	Iteration 18F: 3 clusters Score -2910962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -263303.468750 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -263303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261036.375000 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -261036.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -261522.578125 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -261522.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -261646.921875 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -261646.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -261731.718750 Penalty: 2511.019043
	Iteration 3Q: 3 clusters Score -261731.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -261791.046875 Penalty: 2511.019043
	Iteration 4Q: 3 clusters Score -261791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -261825.093750 Penalty: 2511.019043
	Iteration 5Q: 3 clusters Score -261825.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -261853.515625 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -261853.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -261879.578125 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -261879.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -261912.765625 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -261912.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -261950.546875 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -261950.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -261979.578125 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -261979.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -262017.890625 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -262017.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -262079.375000 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -262079.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -262125.562500 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -262125.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -262170.593750 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -262170.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -262201.562500 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -262201.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -262231.375000 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -262231.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -262265.593750 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -262265.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -262325.312500 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -262325.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -262412.031250 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -262412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -262497.562500 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -262497.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -262557.531250 Penalty: 2511.019043
	Iteration 21Q: 3 clusters Score -262557.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -262591.687500 Penalty: 2511.019043
	Iteration 22Q: 3 clusters Score -262591.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -262615.343750 Penalty: 2511.019043
	Iteration 23Q: 3 clusters Score -262615.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -262641.125000 Penalty: 2511.019043
	Iteration 24Q: 3 clusters Score -262641.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -262665.500000 Penalty: 2511.019043
	Iteration 25Q: 3 clusters Score -262665.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -262695.625000 Penalty: 2511.019043
	Iteration 26Q: 3 clusters Score -262695.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -262726.781250 Penalty: 2511.019043
	Iteration 27Q: 3 clusters Score -262726.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -262755.187500 Penalty: 2511.019043
	Iteration 28Q: 3 clusters Score -262755.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -262766.843750 Penalty: 2511.019043
	Iteration 29Q: 3 clusters Score -262766.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -262773.093750 Penalty: 2511.019043
	Iteration 30Q: 3 clusters Score -262773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -262778.562500 Penalty: 2511.019043
	Iteration 31Q: 3 clusters Score -262778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -262779.875000 Penalty: 2511.019043
	Iteration 32Q: 3 clusters Score -262779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -262781.156250 Penalty: 2511.019043
	Iteration 33Q: 3 clusters Score -262781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -262782.218750 Penalty: 2511.019043
	Iteration 34Q: 3 clusters Score -262782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -262783.375000 Penalty: 2511.019043
	Iteration 35Q: 3 clusters Score -262783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -262783.468750 Penalty: 2511.019043
	Iteration 36Q: 3 clusters Score -262783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -262783.812500 Penalty: 2511.019043
	Iteration 37Q: 3 clusters Score -262783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262784.281250 Penalty: 2511.019043
	Iteration 38Q: 3 clusters Score -262784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -262784.406250 Penalty: 2511.019043
	Iteration 39Q: 3 clusters Score -262784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -262784.406250 Penalty: 2511.019043
	Iteration 40F: 3 clusters Score -262784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -600059.187500 Penalty: 1364.228271
	Iteration 0F: 2 clusters Score -600059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -596450.937500 Penalty: 2728.456543
	Iteration 0F: 3 clusters Score -596450.9 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -597397.500000 Penalty: 2728.456543
	Iteration 1F: 3 clusters Score -597397.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -597526.062500 Penalty: 2728.456543
	Iteration 2F: 3 clusters Score -597526.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -597624.500000 Penalty: 2728.456543
	Iteration 3F: 3 clusters Score -597624.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -597688.062500 Penalty: 2728.456543
	Iteration 4Q: 3 clusters Score -597688.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -597732.312500 Penalty: 2728.456543
	Iteration 5Q: 3 clusters Score -597732.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -597760.812500 Penalty: 2728.456543
	Iteration 6Q: 3 clusters Score -597760.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -597781.062500 Penalty: 2728.456543
	Iteration 7Q: 3 clusters Score -597781.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -597797.500000 Penalty: 2728.456543
	Iteration 8Q: 3 clusters Score -597797.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -597810.250000 Penalty: 2728.456543
	Iteration 9Q: 3 clusters Score -597810.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -597822.375000 Penalty: 2728.456543
	Iteration 10Q: 3 clusters Score -597822.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -597836.000000 Penalty: 2728.456543
	Iteration 11Q: 3 clusters Score -597836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -597849.562500 Penalty: 2728.456543
	Iteration 12Q: 3 clusters Score -597849.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -597858.750000 Penalty: 2728.456543
	Iteration 13Q: 3 clusters Score -597858.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -597870.937500 Penalty: 2728.456543
	Iteration 14Q: 3 clusters Score -597870.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -597881.812500 Penalty: 2728.456543
	Iteration 15Q: 3 clusters Score -597881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -597890.937500 Penalty: 2728.456543
	Iteration 16Q: 3 clusters Score -597890.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -597899.500000 Penalty: 2728.456543
	Iteration 17Q: 3 clusters Score -597899.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -597906.937500 Penalty: 2728.456543
	Iteration 18Q: 3 clusters Score -597906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -597911.375000 Penalty: 2728.456543
	Iteration 19Q: 3 clusters Score -597911.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -597921.125000 Penalty: 2728.456543
	Iteration 20F: 3 clusters Score -597921.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -597933.687500 Penalty: 2728.456543
	Iteration 21Q: 3 clusters Score -597933.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -597946.812500 Penalty: 2728.456543
	Iteration 22Q: 3 clusters Score -597946.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -597959.812500 Penalty: 2728.456543
	Iteration 23Q: 3 clusters Score -597959.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -597971.750000 Penalty: 2728.456543
	Iteration 24Q: 3 clusters Score -597971.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -597986.937500 Penalty: 2728.456543
	Iteration 25Q: 3 clusters Score -597986.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -598004.250000 Penalty: 2728.456543
	Iteration 26Q: 3 clusters Score -598004.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -598023.437500 Penalty: 2728.456543
	Iteration 27Q: 3 clusters Score -598023.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -598049.500000 Penalty: 2728.456543
	Iteration 28Q: 3 clusters Score -598049.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -598079.187500 Penalty: 2728.456543
	Iteration 29Q: 3 clusters Score -598079.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -598111.250000 Penalty: 2728.456543
	Iteration 30Q: 3 clusters Score -598111.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -598154.500000 Penalty: 2728.456543
	Iteration 31Q: 3 clusters Score -598154.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -598204.187500 Penalty: 2728.456543
	Iteration 32Q: 3 clusters Score -598204.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -598249.625000 Penalty: 2728.456543
	Iteration 33Q: 3 clusters Score -598249.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -598296.875000 Penalty: 2728.456543
	Iteration 34Q: 3 clusters Score -598296.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -598358.375000 Penalty: 2728.456543
	Iteration 35Q: 3 clusters Score -598358.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -598425.500000 Penalty: 2728.456543
	Iteration 36Q: 3 clusters Score -598425.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -598488.250000 Penalty: 2728.456543
	Iteration 37Q: 3 clusters Score -598488.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -598560.687500 Penalty: 2728.456543
	Iteration 38Q: 3 clusters Score -598560.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -598628.687500 Penalty: 2728.456543
	Iteration 39Q: 3 clusters Score -598628.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -598680.312500 Penalty: 2728.456543
	Iteration 40F: 3 clusters Score -598680.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -598706.375000 Penalty: 2728.456543
	Iteration 41Q: 3 clusters Score -598706.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -598724.062500 Penalty: 2728.456543
	Iteration 42Q: 3 clusters Score -598724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -598741.875000 Penalty: 2728.456543
	Iteration 43Q: 3 clusters Score -598741.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -598752.000000 Penalty: 2728.456543
	Iteration 44Q: 3 clusters Score -598752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -598762.312500 Penalty: 2728.456543
	Iteration 45Q: 3 clusters Score -598762.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -598769.375000 Penalty: 2728.456543
	Iteration 46Q: 3 clusters Score -598769.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -598779.062500 Penalty: 2728.456543
	Iteration 47Q: 3 clusters Score -598779.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -598792.562500 Penalty: 2728.456543
	Iteration 48Q: 3 clusters Score -598792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -598802.187500 Penalty: 2728.456543
	Iteration 49Q: 3 clusters Score -598802.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -598818.375000 Penalty: 2728.456543
	Iteration 50Q: 3 clusters Score -598818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -598828.062500 Penalty: 2728.456543
	Iteration 51Q: 3 clusters Score -598828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -598830.875000 Penalty: 2728.456543
	Iteration 52Q: 3 clusters Score -598830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -598832.812500 Penalty: 2728.456543
	Iteration 53Q: 3 clusters Score -598832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -598834.250000 Penalty: 2728.456543
	Iteration 54Q: 3 clusters Score -598834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -598835.312500 Penalty: 2728.456543
	Iteration 55Q: 3 clusters Score -598835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -598836.250000 Penalty: 2728.456543
	Iteration 56Q: 3 clusters Score -598836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -598836.250000 Penalty: 2728.456543
	Iteration 57F: 3 clusters Score -598836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Entering Unmasked Estep 
Score: -10151787.000000 Penalty: 1828.458862
	Iteration 0F: 2 clusters Score -1.015179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -10102305.000000 Penalty: 3656.917725
	Iteration 0F: 3 clusters Score -1.01023e+07 nChanged 36580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -10123059.000000 Penalty: 3656.917725
	Iteration 1F: 3 clusters Score -1.012306e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -10123667.000000 Penalty: 3656.917725
	Iteration 2Q: 3 clusters Score -1.012367e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -10124439.000000 Penalty: 3656.917725
	Iteration 3Q: 3 clusters Score -1.012444e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -10125481.000000 Penalty: 3656.917725
	Iteration 4Q: 3 clusters Score -1.012548e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -10127291.000000 Penalty: 3656.917725
	Iteration 5Q: 3 clusters Score -1.012729e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -10130027.000000 Penalty: 3656.917725
	Iteration 6F: 3 clusters Score -1.013003e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -10134159.000000 Penalty: 3656.917725
	Iteration 7F: 3 clusters Score -1.013416e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -10139261.000000 Penalty: 3656.917725
	Iteration 8F: 3 clusters Score -1.013926e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -10143996.000000 Penalty: 3656.917725
	Iteration 9F: 3 clusters Score -1.0144e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10147303.000000 Penalty: 3656.917725
	Iteration 10Q: 3 clusters Score -1.01473e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10149094.000000 Penalty: 3656.917725
	Iteration 11Q: 3 clusters Score -1.014909e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10149760.000000 Penalty: 3656.917725
	Iteration 12Q: 3 clusters Score -1.014976e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10149980.000000 Penalty: 3656.917725
	Iteration 13Q: 3 clusters Score -1.014998e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10150057.000000 Penalty: 3656.917725
	Iteration 14Q: 3 clusters Score -1.015006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10150109.000000 Penalty: 3656.917725
	Iteration 15Q: 3 clusters Score -1.015011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10150134.000000 Penalty: 3656.917725
	Iteration 16Q: 3 clusters Score -1.015013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10150146.000000 Penalty: 3656.917725
	Iteration 17Q: 3 clusters Score -1.015015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10150149.000000 Penalty: 3656.917725
	Iteration 18Q: 3 clusters Score -1.015015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10150150.000000 Penalty: 3656.917725
	Iteration 19Q: 3 clusters Score -1.015015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10150164.000000 Penalty: 3656.917725
	Iteration 20F: 3 clusters Score -1.015016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Entering Unmasked Estep 
Score: -1929132.750000 Penalty: 1566.083496
	Iteration 0F: 2 clusters Score -1929133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1918428.125000 Penalty: 3132.166992
	Iteration 0F: 3 clusters Score -1918428 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1922117.375000 Penalty: 3132.166992
	Iteration 1F: 3 clusters Score -1922117 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1922355.375000 Penalty: 3132.166992
	Iteration 2Q: 3 clusters Score -1922355 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1922542.875000 Penalty: 3132.166992
	Iteration 3Q: 3 clusters Score -1922543 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1922707.625000 Penalty: 3132.166992
	Iteration 4Q: 3 clusters Score -1922708 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1922854.125000 Penalty: 3132.166992
	Iteration 5Q: 3 clusters Score -1922854 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1923007.250000 Penalty: 3132.166992
	Iteration 6Q: 3 clusters Score -1923007 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1923188.875000 Penalty: 3132.166992
	Iteration 7Q: 3 clusters Score -1923189 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1923399.500000 Penalty: 3132.166992
	Iteration 8Q: 3 clusters Score -1923400 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1923720.625000 Penalty: 3132.166992
	Iteration 9Q: 3 clusters Score -1923721 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1924163.250000 Penalty: 3132.166992
	Iteration 10Q: 3 clusters Score -1924163 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1924780.750000 Penalty: 3132.166992
	Iteration 11F: 3 clusters Score -1924781 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1925549.250000 Penalty: 3132.166992
	Iteration 12F: 3 clusters Score -1925549 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1926350.750000 Penalty: 3132.166992
	Iteration 13F: 3 clusters Score -1926351 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1926958.250000 Penalty: 3132.166992
	Iteration 14Q: 3 clusters Score -1926958 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1927329.875000 Penalty: 3132.166992
	Iteration 15Q: 3 clusters Score -1927330 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1927507.500000 Penalty: 3132.166992
	Iteration 16Q: 3 clusters Score -1927508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1927602.250000 Penalty: 3132.166992
	Iteration 17Q: 3 clusters Score -1927602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1927668.000000 Penalty: 3132.166992
	Iteration 18Q: 3 clusters Score -1927668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1927686.375000 Penalty: 3132.166992
	Iteration 19Q: 3 clusters Score -1927686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1927695.000000 Penalty: 3132.166992
	Iteration 20F: 3 clusters Score -1927695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1927695.625000 Penalty: 3132.166992
	Iteration 21Q: 3 clusters Score -1927696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1927700.625000 Penalty: 3132.166992
	Iteration 22Q: 3 clusters Score -1927701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1927706.125000 Penalty: 3132.166992
	Iteration 23Q: 3 clusters Score -1927706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1927708.000000 Penalty: 3132.166992
	Iteration 24Q: 3 clusters Score -1927708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1927713.750000 Penalty: 3132.166992
	Iteration 25Q: 3 clusters Score -1927714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1927714.125000 Penalty: 3132.166992
	Iteration 26Q: 3 clusters Score -1927714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1927717.000000 Penalty: 3132.166992
	Iteration 27Q: 3 clusters Score -1927717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1927717.000000 Penalty: 3132.166992
	Iteration 28F: 3 clusters Score -1927717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -297190.625000 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -297190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -294851.031250 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -294851 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295381.781250 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -295381.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -295510.312500 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -295510.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295620.906250 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -295620.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295688.031250 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -295688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -295731.718750 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -295731.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295768.968750 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -295769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -295800.312500 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -295800.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -295831.593750 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -295831.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -295848.687500 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -295848.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -295861.375000 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -295861.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295870.406250 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -295870.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -295878.281250 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -295878.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295882.500000 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -295882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295884.125000 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -295884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -295885.906250 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -295885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295887.187500 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -295887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295888.000000 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -295888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295888.062500 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -295888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295888.625000 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -295888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -295888.500000 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -295888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295888.812500 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -295888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295888.812500 Penalty: 2539.548584
	Iteration 22F: 3 clusters Score -295888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -874998.625000 Penalty: 1430.458740
	Iteration 0F: 2 clusters Score -874998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -870027.312500 Penalty: 2860.917480
	Iteration 0F: 3 clusters Score -870027.3 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -871472.812500 Penalty: 2860.917480
	Iteration 1F: 3 clusters Score -871472.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -871668.500000 Penalty: 2860.917480
	Iteration 2F: 3 clusters Score -871668.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -871816.750000 Penalty: 2860.917480
	Iteration 3Q: 3 clusters Score -871816.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -871970.562500 Penalty: 2860.917480
	Iteration 4Q: 3 clusters Score -871970.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -872103.812500 Penalty: 2860.917480
	Iteration 5Q: 3 clusters Score -872103.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -872227.812500 Penalty: 2860.917480
	Iteration 6Q: 3 clusters Score -872227.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -872369.562500 Penalty: 2860.917480
	Iteration 7Q: 3 clusters Score -872369.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -872538.750000 Penalty: 2860.917480
	Iteration 8Q: 3 clusters Score -872538.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -872736.625000 Penalty: 2860.917480
	Iteration 9Q: 3 clusters Score -872736.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -872963.625000 Penalty: 2860.917480
	Iteration 10Q: 3 clusters Score -872963.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -873170.562500 Penalty: 2860.917480
	Iteration 11Q: 3 clusters Score -873170.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -873327.562500 Penalty: 2860.917480
	Iteration 12Q: 3 clusters Score -873327.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -873439.375000 Penalty: 2860.917480
	Iteration 13Q: 3 clusters Score -873439.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -873523.750000 Penalty: 2860.917480
	Iteration 14Q: 3 clusters Score -873523.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -873572.687500 Penalty: 2860.917480
	Iteration 15Q: 3 clusters Score -873572.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -873606.062500 Penalty: 2860.917480
	Iteration 16Q: 3 clusters Score -873606.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -873631.875000 Penalty: 2860.917480
	Iteration 17Q: 3 clusters Score -873631.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -873647.750000 Penalty: 2860.917480
	Iteration 18Q: 3 clusters Score -873647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -873664.562500 Penalty: 2860.917480
	Iteration 19Q: 3 clusters Score -873664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -873672.000000 Penalty: 2860.917480
	Iteration 20F: 3 clusters Score -873672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -873676.437500 Penalty: 2860.917480
	Iteration 21Q: 3 clusters Score -873676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -873682.437500 Penalty: 2860.917480
	Iteration 22Q: 3 clusters Score -873682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -873686.375000 Penalty: 2860.917480
	Iteration 23Q: 3 clusters Score -873686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -873689.812500 Penalty: 2860.917480
	Iteration 24Q: 3 clusters Score -873689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -873695.812500 Penalty: 2860.917480
	Iteration 25Q: 3 clusters Score -873695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -873697.125000 Penalty: 2860.917480
	Iteration 26Q: 3 clusters Score -873697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -873697.562500 Penalty: 2860.917480
	Iteration 27Q: 3 clusters Score -873697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -873697.562500 Penalty: 2860.917480
	Iteration 28F: 3 clusters Score -873697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Entering Unmasked Estep 
Score: -12247197.000000 Penalty: 1858.639526
	Iteration 0F: 2 clusters Score -1.22472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -12192552.000000 Penalty: 3717.279053
	Iteration 0F: 3 clusters Score -1.219255e+07 nChanged 44077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -12218039.000000 Penalty: 3717.279053
	Iteration 1F: 3 clusters Score -1.221804e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -12219360.000000 Penalty: 3717.279053
	Iteration 2Q: 3 clusters Score -1.221936e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -12221590.000000 Penalty: 3717.279053
	Iteration 3F: 3 clusters Score -1.222159e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -12224818.000000 Penalty: 3717.279053
	Iteration 4F: 3 clusters Score -1.222482e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -12228227.000000 Penalty: 3717.279053
	Iteration 5F: 3 clusters Score -1.222823e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -12231767.000000 Penalty: 3717.279053
	Iteration 6F: 3 clusters Score -1.223177e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -12235596.000000 Penalty: 3717.279053
	Iteration 7F: 3 clusters Score -1.22356e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -12238298.000000 Penalty: 3717.279053
	Iteration 8Q: 3 clusters Score -1.22383e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -12239830.000000 Penalty: 3717.279053
	Iteration 9Q: 3 clusters Score -1.223983e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -12240669.000000 Penalty: 3717.279053
	Iteration 10Q: 3 clusters Score -1.224067e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -12241305.000000 Penalty: 3717.279053
	Iteration 11Q: 3 clusters Score -1.22413e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -12241728.000000 Penalty: 3717.279053
	Iteration 12Q: 3 clusters Score -1.224173e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -12242021.000000 Penalty: 3717.279053
	Iteration 13Q: 3 clusters Score -1.224202e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -12242371.000000 Penalty: 3717.279053
	Iteration 14Q: 3 clusters Score -1.224237e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -12242652.000000 Penalty: 3717.279053
	Iteration 15Q: 3 clusters Score -1.224265e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -12243011.000000 Penalty: 3717.279053
	Iteration 16Q: 3 clusters Score -1.224301e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -12243270.000000 Penalty: 3717.279053
	Iteration 17Q: 3 clusters Score -1.224327e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -12243509.000000 Penalty: 3717.279053
	Iteration 18Q: 3 clusters Score -1.224351e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -12243775.000000 Penalty: 3717.279053
	Iteration 19Q: 3 clusters Score -1.224378e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -12243988.000000 Penalty: 3717.279053
	Iteration 20F: 3 clusters Score -1.224399e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -12244178.000000 Penalty: 3717.279053
	Iteration 21Q: 3 clusters Score -1.224418e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -12244350.000000 Penalty: 3717.279053
	Iteration 22Q: 3 clusters Score -1.224435e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -12244626.000000 Penalty: 3717.279053
	Iteration 23Q: 3 clusters Score -1.224463e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -12244791.000000 Penalty: 3717.279053
	Iteration 24Q: 3 clusters Score -1.224479e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -12244885.000000 Penalty: 3717.279053
	Iteration 25Q: 3 clusters Score -1.224488e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -12245003.000000 Penalty: 3717.279053
	Iteration 26Q: 3 clusters Score -1.2245e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -12245116.000000 Penalty: 3717.279053
	Iteration 27Q: 3 clusters Score -1.224512e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -12245281.000000 Penalty: 3717.279053
	Iteration 28Q: 3 clusters Score -1.224528e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -12245405.000000 Penalty: 3717.279053
	Iteration 29Q: 3 clusters Score -1.22454e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -12245561.000000 Penalty: 3717.279053
	Iteration 30Q: 3 clusters Score -1.224556e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -12245690.000000 Penalty: 3717.279053
	Iteration 31Q: 3 clusters Score -1.224569e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -12245817.000000 Penalty: 3717.279053
	Iteration 32Q: 3 clusters Score -1.224582e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -12245926.000000 Penalty: 3717.279053
	Iteration 33Q: 3 clusters Score -1.224593e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -12246008.000000 Penalty: 3717.279053
	Iteration 34Q: 3 clusters Score -1.224601e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -12246082.000000 Penalty: 3717.279053
	Iteration 35Q: 3 clusters Score -1.224608e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -12246129.000000 Penalty: 3717.279053
	Iteration 36Q: 3 clusters Score -1.224613e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -12246137.000000 Penalty: 3717.279053
	Iteration 37Q: 3 clusters Score -1.224614e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -12246192.000000 Penalty: 3717.279053
	Iteration 38Q: 3 clusters Score -1.224619e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -12246188.000000 Penalty: 3717.279053
	Iteration 39Q: 3 clusters Score -1.224619e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -12246273.000000 Penalty: 3717.279053
	Iteration 40F: 3 clusters Score -1.224627e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -12246344.000000 Penalty: 3717.279053
	Iteration 41Q: 3 clusters Score -1.224634e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -12246354.000000 Penalty: 3717.279053
	Iteration 42Q: 3 clusters Score -1.224635e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -12246349.000000 Penalty: 3717.279053
	Iteration 43Q: 3 clusters Score -1.224635e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -12246377.000000 Penalty: 3717.279053
	Iteration 44Q: 3 clusters Score -1.224638e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -12246377.000000 Penalty: 3717.279053
	Iteration 45Q: 3 clusters Score -1.224638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -12246405.000000 Penalty: 3717.279053
	Iteration 46Q: 3 clusters Score -1.22464e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -12246396.000000 Penalty: 3717.279053
	Iteration 47Q: 3 clusters Score -1.22464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -12246404.000000 Penalty: 3717.279053
	Iteration 48Q: 3 clusters Score -1.22464e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -12246449.000000 Penalty: 3717.279053
	Iteration 49Q: 3 clusters Score -1.224645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -12246440.000000 Penalty: 3717.279053
	Iteration 50Q: 3 clusters Score -1.224644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -12246459.000000 Penalty: 3717.279053
	Iteration 51Q: 3 clusters Score -1.224646e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -12246457.000000 Penalty: 3717.279053
	Iteration 52Q: 3 clusters Score -1.224646e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -12246438.000000 Penalty: 3717.279053
	Iteration 53Q: 3 clusters Score -1.224644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -12246452.000000 Penalty: 3717.279053
	Iteration 54Q: 3 clusters Score -1.224645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -12246455.000000 Penalty: 3717.279053
	Iteration 55Q: 3 clusters Score -1.224646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -12246456.000000 Penalty: 3717.279053
	Iteration 56Q: 3 clusters Score -1.224646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -12246461.000000 Penalty: 3717.279053
	Iteration 57Q: 3 clusters Score -1.224646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -12246466.000000 Penalty: 3717.279053
	Iteration 58Q: 3 clusters Score -1.224647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -12246480.000000 Penalty: 3717.279053
	Iteration 59Q: 3 clusters Score -1.224648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -12246506.000000 Penalty: 3717.279053
	Iteration 60F: 3 clusters Score -1.224651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -12246534.000000 Penalty: 3717.279053
	Iteration 61Q: 3 clusters Score -1.224653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -12246537.000000 Penalty: 3717.279053
	Iteration 62Q: 3 clusters Score -1.224654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -12246530.000000 Penalty: 3717.279053
	Iteration 63Q: 3 clusters Score -1.224653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -12246529.000000 Penalty: 3717.279053
	Iteration 64Q: 3 clusters Score -1.224653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -12246533.000000 Penalty: 3717.279053
	Iteration 65Q: 3 clusters Score -1.224653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -12246539.000000 Penalty: 3717.279053
	Iteration 66Q: 3 clusters Score -1.224654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -12246563.000000 Penalty: 3717.279053
	Iteration 67Q: 3 clusters Score -1.224656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -12246571.000000 Penalty: 3717.279053
	Iteration 68Q: 3 clusters Score -1.224657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -12246547.000000 Penalty: 3717.279053
	Iteration 69Q: 3 clusters Score -1.224655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -12246562.000000 Penalty: 3717.279053
	Iteration 70Q: 3 clusters Score -1.224656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -12246570.000000 Penalty: 3717.279053
	Iteration 71Q: 3 clusters Score -1.224657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -12246568.000000 Penalty: 3717.279053
	Iteration 72Q: 3 clusters Score -1.224657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -12246572.000000 Penalty: 3717.279053
	Iteration 73Q: 3 clusters Score -1.224657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -12246556.000000 Penalty: 3717.279053
	Iteration 74Q: 3 clusters Score -1.224656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -12246554.000000 Penalty: 3717.279053
	Iteration 75Q: 3 clusters Score -1.224655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -12246571.000000 Penalty: 3717.279053
	Iteration 76Q: 3 clusters Score -1.224657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -12246571.000000 Penalty: 3717.279053
	Iteration 77Q: 3 clusters Score -1.224657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -12246575.000000 Penalty: 3717.279053
	Iteration 78Q: 3 clusters Score -1.224658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -12246568.000000 Penalty: 3717.279053
	Iteration 79Q: 3 clusters Score -1.224657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -12246587.000000 Penalty: 3717.279053
	Iteration 80F: 3 clusters Score -1.224659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -12246578.000000 Penalty: 3717.279053
	Iteration 81Q: 3 clusters Score -1.224658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -12246587.000000 Penalty: 3717.279053
	Iteration 82Q: 3 clusters Score -1.224659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -12246586.000000 Penalty: 3717.279053
	Iteration 83Q: 3 clusters Score -1.224659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -12246576.000000 Penalty: 3717.279053
	Iteration 84Q: 3 clusters Score -1.224658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -12246571.000000 Penalty: 3717.279053
	Iteration 85Q: 3 clusters Score -1.224657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -12246592.000000 Penalty: 3717.279053
	Iteration 86Q: 3 clusters Score -1.224659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -12246596.000000 Penalty: 3717.279053
	Iteration 87Q: 3 clusters Score -1.22466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -12246591.000000 Penalty: 3717.279053
	Iteration 88Q: 3 clusters Score -1.224659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -12246587.000000 Penalty: 3717.279053
	Iteration 89Q: 3 clusters Score -1.224659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -12246591.000000 Penalty: 3717.279053
	Iteration 90Q: 3 clusters Score -1.224659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -12246604.000000 Penalty: 3717.279053
	Iteration 91Q: 3 clusters Score -1.22466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -12246594.000000 Penalty: 3717.279053
	Iteration 92Q: 3 clusters Score -1.224659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -12246595.000000 Penalty: 3717.279053
	Iteration 93Q: 3 clusters Score -1.22466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -12246600.000000 Penalty: 3717.279053
	Iteration 94Q: 3 clusters Score -1.22466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -12246612.000000 Penalty: 3717.279053
	Iteration 95Q: 3 clusters Score -1.224661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -12246633.000000 Penalty: 3717.279053
	Iteration 96Q: 3 clusters Score -1.224663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -12246630.000000 Penalty: 3717.279053
	Iteration 97Q: 3 clusters Score -1.224663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -12246630.000000 Penalty: 3717.279053
	Iteration 98F: 3 clusters Score -1.224663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Entering Unmasked Estep 
Score: -6082777.500000 Penalty: 1745.415161
	Iteration 0F: 2 clusters Score -6082778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6051779.500000 Penalty: 3490.830322
	Iteration 0F: 3 clusters Score -6051780 nChanged 21577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -6064074.000000 Penalty: 3490.830322
	Iteration 1F: 3 clusters Score -6064074 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -6064453.000000 Penalty: 3490.830322
	Iteration 2Q: 3 clusters Score -6064453 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6064813.500000 Penalty: 3490.830322
	Iteration 3Q: 3 clusters Score -6064814 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -6065171.000000 Penalty: 3490.830322
	Iteration 4Q: 3 clusters Score -6065171 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -6065626.000000 Penalty: 3490.830322
	Iteration 5Q: 3 clusters Score -6065626 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6066264.500000 Penalty: 3490.830322
	Iteration 6Q: 3 clusters Score -6066264 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6067339.000000 Penalty: 3490.830322
	Iteration 7Q: 3 clusters Score -6067339 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -6069111.500000 Penalty: 3490.830322
	Iteration 8F: 3 clusters Score -6069112 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6071655.000000 Penalty: 3490.830322
	Iteration 9F: 3 clusters Score -6071655 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -6074800.000000 Penalty: 3490.830322
	Iteration 10F: 3 clusters Score -6074800 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -6077676.000000 Penalty: 3490.830322
	Iteration 11F: 3 clusters Score -6077676 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -6079439.000000 Penalty: 3490.830322
	Iteration 12Q: 3 clusters Score -6079439 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6080374.000000 Penalty: 3490.830322
	Iteration 13Q: 3 clusters Score -6080374 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6080750.000000 Penalty: 3490.830322
	Iteration 14Q: 3 clusters Score -6080750 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6080945.500000 Penalty: 3490.830322
	Iteration 15Q: 3 clusters Score -6080946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6081067.000000 Penalty: 3490.830322
	Iteration 16Q: 3 clusters Score -6081067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6081119.500000 Penalty: 3490.830322
	Iteration 17Q: 3 clusters Score -6081120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6081149.000000 Penalty: 3490.830322
	Iteration 18Q: 3 clusters Score -6081149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -6081172.000000 Penalty: 3490.830322
	Iteration 19Q: 3 clusters Score -6081172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -6081190.500000 Penalty: 3490.830322
	Iteration 20F: 3 clusters Score -6081190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6081210.500000 Penalty: 3490.830322
	Iteration 21Q: 3 clusters Score -6081210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -6081220.500000 Penalty: 3490.830322
	Iteration 22Q: 3 clusters Score -6081220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -6081229.500000 Penalty: 3490.830322
	Iteration 23Q: 3 clusters Score -6081230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6081237.000000 Penalty: 3490.830322
	Iteration 24Q: 3 clusters Score -6081237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6081241.000000 Penalty: 3490.830322
	Iteration 25Q: 3 clusters Score -6081241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -6081244.500000 Penalty: 3490.830322
	Iteration 26Q: 3 clusters Score -6081244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6081248.000000 Penalty: 3490.830322
	Iteration 27Q: 3 clusters Score -6081248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6081250.500000 Penalty: 3490.830322
	Iteration 28Q: 3 clusters Score -6081250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -6081248.500000 Penalty: 3490.830322
	Iteration 29Q: 3 clusters Score -6081248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6081250.500000 Penalty: 3490.830322
	Iteration 30Q: 3 clusters Score -6081250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6081253.500000 Penalty: 3490.830322
	Iteration 31Q: 3 clusters Score -6081254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6081251.000000 Penalty: 3490.830322
	Iteration 32Q: 3 clusters Score -6081251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6081250.500000 Penalty: 3490.830322
	Iteration 33Q: 3 clusters Score -6081250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6081256.000000 Penalty: 3490.830322
	Iteration 34Q: 3 clusters Score -6081256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6081256.000000 Penalty: 3490.830322
	Iteration 35F: 3 clusters Score -6081256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Entering Unmasked Estep 
Score: -8654698.000000 Penalty: 1802.071045
	Iteration 0F: 2 clusters Score -8654698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -8611187.000000 Penalty: 3604.142090
	Iteration 0F: 3 clusters Score -8611187 nChanged 31040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -8629269.000000 Penalty: 3604.142090
	Iteration 1F: 3 clusters Score -8629269 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -8630055.000000 Penalty: 3604.142090
	Iteration 2Q: 3 clusters Score -8630055 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8631175.000000 Penalty: 3604.142090
	Iteration 3Q: 3 clusters Score -8631175 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -8633042.000000 Penalty: 3604.142090
	Iteration 4F: 3 clusters Score -8633042 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -8636408.000000 Penalty: 3604.142090
	Iteration 5F: 3 clusters Score -8636408 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -8641947.000000 Penalty: 3604.142090
	Iteration 6F: 3 clusters Score -8641947 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -8647643.000000 Penalty: 3604.142090
	Iteration 7F: 3 clusters Score -8647643 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -8650592.000000 Penalty: 3604.142090
	Iteration 8F: 3 clusters Score -8650592 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -8651773.000000 Penalty: 3604.142090
	Iteration 9Q: 3 clusters Score -8651773 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -8652382.000000 Penalty: 3604.142090
	Iteration 10Q: 3 clusters Score -8652382 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -8652668.000000 Penalty: 3604.142090
	Iteration 11Q: 3 clusters Score -8652668 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8652824.000000 Penalty: 3604.142090
	Iteration 12Q: 3 clusters Score -8652824 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8652929.000000 Penalty: 3604.142090
	Iteration 13Q: 3 clusters Score -8652929 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -8653016.000000 Penalty: 3604.142090
	Iteration 14Q: 3 clusters Score -8653016 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8653032.000000 Penalty: 3604.142090
	Iteration 15Q: 3 clusters Score -8653032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -8653047.000000 Penalty: 3604.142090
	Iteration 16Q: 3 clusters Score -8653047 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -8653071.000000 Penalty: 3604.142090
	Iteration 17Q: 3 clusters Score -8653071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -8653053.000000 Penalty: 3604.142090
	Iteration 18Q: 3 clusters Score -8653053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -8653066.000000 Penalty: 3604.142090
	Iteration 19Q: 3 clusters Score -8653066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -8653073.000000 Penalty: 3604.142090
	Iteration 20F: 3 clusters Score -8653073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -8653069.000000 Penalty: 3604.142090
	Iteration 21Q: 3 clusters Score -8653069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8653073.000000 Penalty: 3604.142090
	Iteration 22Q: 3 clusters Score -8653073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -8653079.000000 Penalty: 3604.142090
	Iteration 23Q: 3 clusters Score -8653079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -8653071.000000 Penalty: 3604.142090
	Iteration 24Q: 3 clusters Score -8653071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8653063.000000 Penalty: 3604.142090
	Iteration 25Q: 3 clusters Score -8653063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -8653064.000000 Penalty: 3604.142090
	Iteration 26Q: 3 clusters Score -8653064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -8653062.000000 Penalty: 3604.142090
	Iteration 27Q: 3 clusters Score -8653062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -8653068.000000 Penalty: 3604.142090
	Iteration 28Q: 3 clusters Score -8653068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -8653070.000000 Penalty: 3604.142090
	Iteration 29Q: 3 clusters Score -8653070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -8653068.000000 Penalty: 3604.142090
	Iteration 30Q: 3 clusters Score -8653068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -8653062.000000 Penalty: 3604.142090
	Iteration 31Q: 3 clusters Score -8653062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8653065.000000 Penalty: 3604.142090
	Iteration 32Q: 3 clusters Score -8653065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -8653065.000000 Penalty: 3604.142090
	Iteration 33Q: 3 clusters Score -8653065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8653057.000000 Penalty: 3604.142090
	Iteration 34Q: 3 clusters Score -8653057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -8653059.000000 Penalty: 3604.142090
	Iteration 35Q: 3 clusters Score -8653059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -8653059.000000 Penalty: 3604.142090
	Iteration 36F: 3 clusters Score -8653059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Entering Unmasked Estep 
Score: -3203830.250000 Penalty: 1640.299316
	Iteration 0F: 2 clusters Score -3203830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3187540.000000 Penalty: 3280.598633
	Iteration 0F: 3 clusters Score -3187540 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3193572.750000 Penalty: 3280.598633
	Iteration 1F: 3 clusters Score -3193573 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3193958.750000 Penalty: 3280.598633
	Iteration 2Q: 3 clusters Score -3193959 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3194415.000000 Penalty: 3280.598633
	Iteration 3Q: 3 clusters Score -3194415 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3194978.750000 Penalty: 3280.598633
	Iteration 4Q: 3 clusters Score -3194979 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3195603.750000 Penalty: 3280.598633
	Iteration 5F: 3 clusters Score -3195604 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3196381.750000 Penalty: 3280.598633
	Iteration 6F: 3 clusters Score -3196382 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3197286.000000 Penalty: 3280.598633
	Iteration 7F: 3 clusters Score -3197286 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3198289.000000 Penalty: 3280.598633
	Iteration 8F: 3 clusters Score -3198289 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3199308.500000 Penalty: 3280.598633
	Iteration 9F: 3 clusters Score -3199308 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3200151.750000 Penalty: 3280.598633
	Iteration 10Q: 3 clusters Score -3200152 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3200830.750000 Penalty: 3280.598633
	Iteration 11Q: 3 clusters Score -3200831 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3201325.250000 Penalty: 3280.598633
	Iteration 12Q: 3 clusters Score -3201325 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3201720.250000 Penalty: 3280.598633
	Iteration 13Q: 3 clusters Score -3201720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3201957.750000 Penalty: 3280.598633
	Iteration 14Q: 3 clusters Score -3201958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3202103.750000 Penalty: 3280.598633
	Iteration 15Q: 3 clusters Score -3202104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3202195.750000 Penalty: 3280.598633
	Iteration 16Q: 3 clusters Score -3202196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3202260.500000 Penalty: 3280.598633
	Iteration 17Q: 3 clusters Score -3202260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3202316.000000 Penalty: 3280.598633
	Iteration 18Q: 3 clusters Score -3202316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3202342.000000 Penalty: 3280.598633
	Iteration 19Q: 3 clusters Score -3202342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3202360.500000 Penalty: 3280.598633
	Iteration 20F: 3 clusters Score -3202360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3202376.250000 Penalty: 3280.598633
	Iteration 21Q: 3 clusters Score -3202376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3202385.500000 Penalty: 3280.598633
	Iteration 22Q: 3 clusters Score -3202386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3202393.000000 Penalty: 3280.598633
	Iteration 23Q: 3 clusters Score -3202393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3202401.500000 Penalty: 3280.598633
	Iteration 24Q: 3 clusters Score -3202402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3202406.500000 Penalty: 3280.598633
	Iteration 25Q: 3 clusters Score -3202406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3202406.500000 Penalty: 3280.598633
	Iteration 26F: 3 clusters Score -3202406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -362840.625000 Penalty: 1300.817993
	Iteration 0F: 2 clusters Score -362840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -360130.406250 Penalty: 2601.635986
	Iteration 0F: 3 clusters Score -360130.4 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -360883.843750 Penalty: 2601.635986
	Iteration 1F: 3 clusters Score -360883.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -361164.031250 Penalty: 2601.635986
	Iteration 2F: 3 clusters Score -361164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -361357.312500 Penalty: 2601.635986
	Iteration 3F: 3 clusters Score -361357.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -361518.906250 Penalty: 2601.635986
	Iteration 4F: 3 clusters Score -361518.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -361685.625000 Penalty: 2601.635986
	Iteration 5F: 3 clusters Score -361685.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -361825.843750 Penalty: 2601.635986
	Iteration 6F: 3 clusters Score -361825.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -361922.062500 Penalty: 2601.635986
	Iteration 7Q: 3 clusters Score -361922.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -361991.218750 Penalty: 2601.635986
	Iteration 8Q: 3 clusters Score -361991.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -362038.125000 Penalty: 2601.635986
	Iteration 9Q: 3 clusters Score -362038.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -362077.625000 Penalty: 2601.635986
	Iteration 10Q: 3 clusters Score -362077.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -362106.781250 Penalty: 2601.635986
	Iteration 11Q: 3 clusters Score -362106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -362127.625000 Penalty: 2601.635986
	Iteration 12Q: 3 clusters Score -362127.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -362138.625000 Penalty: 2601.635986
	Iteration 13Q: 3 clusters Score -362138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -362143.187500 Penalty: 2601.635986
	Iteration 14Q: 3 clusters Score -362143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -362145.687500 Penalty: 2601.635986
	Iteration 15Q: 3 clusters Score -362145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -362149.031250 Penalty: 2601.635986
	Iteration 16Q: 3 clusters Score -362149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -362152.750000 Penalty: 2601.635986
	Iteration 17Q: 3 clusters Score -362152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -362155.718750 Penalty: 2601.635986
	Iteration 18Q: 3 clusters Score -362155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -362158.187500 Penalty: 2601.635986
	Iteration 19Q: 3 clusters Score -362158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -362160.875000 Penalty: 2601.635986
	Iteration 20F: 3 clusters Score -362160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -362162.187500 Penalty: 2601.635986
	Iteration 21Q: 3 clusters Score -362162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -362163.593750 Penalty: 2601.635986
	Iteration 22Q: 3 clusters Score -362163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -362167.062500 Penalty: 2601.635986
	Iteration 23Q: 3 clusters Score -362167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -362171.000000 Penalty: 2601.635986
	Iteration 24Q: 3 clusters Score -362171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -362174.000000 Penalty: 2601.635986
	Iteration 25Q: 3 clusters Score -362174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -362176.156250 Penalty: 2601.635986
	Iteration 26Q: 3 clusters Score -362176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -362177.718750 Penalty: 2601.635986
	Iteration 27Q: 3 clusters Score -362177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -362177.687500 Penalty: 2601.635986
	Iteration 28Q: 3 clusters Score -362177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -362178.062500 Penalty: 2601.635986
	Iteration 29Q: 3 clusters Score -362178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -362179.062500 Penalty: 2601.635986
	Iteration 30Q: 3 clusters Score -362179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -362179.656250 Penalty: 2601.635986
	Iteration 31Q: 3 clusters Score -362179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -362180.843750 Penalty: 2601.635986
	Iteration 32Q: 3 clusters Score -362180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -362181.812500 Penalty: 2601.635986
	Iteration 33Q: 3 clusters Score -362181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -362185.000000 Penalty: 2601.635986
	Iteration 34Q: 3 clusters Score -362185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -362185.750000 Penalty: 2601.635986
	Iteration 35Q: 3 clusters Score -362185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -362185.812500 Penalty: 2601.635986
	Iteration 36Q: 3 clusters Score -362185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -362185.812500 Penalty: 2601.635986
	Iteration 37F: 3 clusters Score -362185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17923.455078 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17923.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18139.289062 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18139.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18207.830078 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18207.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18222.787109 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18222.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18226.320312 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18226.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18246.484375 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18246.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18249.382812 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18249.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18254.970703 Penalty: 1746.965454
	Iteration 7Q: 3 clusters Score -18254.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18254.970703 Penalty: 1746.965454
	Iteration 8F: 3 clusters Score -18254.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (46533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Entering Unmasked Estep 
Score: -5850862.000000 Penalty: 1746.536499
	Iteration 0F: 2 clusters Score -5850862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5819734.500000 Penalty: 3493.072998
	Iteration 0F: 3 clusters Score -5819734 nChanged 21791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5832208.500000 Penalty: 3493.072998
	Iteration 1F: 3 clusters Score -5832208 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5832712.000000 Penalty: 3493.072998
	Iteration 2Q: 3 clusters Score -5832712 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -5833267.500000 Penalty: 3493.072998
	Iteration 3Q: 3 clusters Score -5833268 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5833827.500000 Penalty: 3493.072998
	Iteration 4Q: 3 clusters Score -5833828 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5834428.000000 Penalty: 3493.072998
	Iteration 5Q: 3 clusters Score -5834428 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5835123.000000 Penalty: 3493.072998
	Iteration 6Q: 3 clusters Score -5835123 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -5835965.500000 Penalty: 3493.072998
	Iteration 7Q: 3 clusters Score -5835966 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -5836937.500000 Penalty: 3493.072998
	Iteration 8Q: 3 clusters Score -5836938 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -5838058.500000 Penalty: 3493.072998
	Iteration 9Q: 3 clusters Score -5838058 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5839306.000000 Penalty: 3493.072998
	Iteration 10Q: 3 clusters Score -5839306 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -5840581.000000 Penalty: 3493.072998
	Iteration 11Q: 3 clusters Score -5840581 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5841795.000000 Penalty: 3493.072998
	Iteration 12Q: 3 clusters Score -5841795 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5842750.500000 Penalty: 3493.072998
	Iteration 13Q: 3 clusters Score -5842750 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -5843391.500000 Penalty: 3493.072998
	Iteration 14Q: 3 clusters Score -5843392 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -5843937.000000 Penalty: 3493.072998
	Iteration 15Q: 3 clusters Score -5843937 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5844432.000000 Penalty: 3493.072998
	Iteration 16Q: 3 clusters Score -5844432 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5844901.000000 Penalty: 3493.072998
	Iteration 17Q: 3 clusters Score -5844901 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -5845383.500000 Penalty: 3493.072998
	Iteration 18Q: 3 clusters Score -5845384 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5845869.000000 Penalty: 3493.072998
	Iteration 19Q: 3 clusters Score -5845869 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -5846370.000000 Penalty: 3493.072998
	Iteration 20F: 3 clusters Score -5846370 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -5846800.000000 Penalty: 3493.072998
	Iteration 21Q: 3 clusters Score -5846800 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5847255.500000 Penalty: 3493.072998
	Iteration 22Q: 3 clusters Score -5847256 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5847694.000000 Penalty: 3493.072998
	Iteration 23Q: 3 clusters Score -5847694 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -5848094.500000 Penalty: 3493.072998
	Iteration 24Q: 3 clusters Score -5848094 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -5848448.500000 Penalty: 3493.072998
	Iteration 25Q: 3 clusters Score -5848448 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5848771.500000 Penalty: 3493.072998
	Iteration 26Q: 3 clusters Score -5848772 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -5848985.000000 Penalty: 3493.072998
	Iteration 27Q: 3 clusters Score -5848985 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -5849107.000000 Penalty: 3493.072998
	Iteration 28Q: 3 clusters Score -5849107 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5849189.000000 Penalty: 3493.072998
	Iteration 29Q: 3 clusters Score -5849189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5849239.000000 Penalty: 3493.072998
	Iteration 30Q: 3 clusters Score -5849239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5849270.000000 Penalty: 3493.072998
	Iteration 31Q: 3 clusters Score -5849270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -5849289.000000 Penalty: 3493.072998
	Iteration 32Q: 3 clusters Score -5849289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5849298.500000 Penalty: 3493.072998
	Iteration 33Q: 3 clusters Score -5849298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -5849300.000000 Penalty: 3493.072998
	Iteration 34Q: 3 clusters Score -5849300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5849307.000000 Penalty: 3493.072998
	Iteration 35Q: 3 clusters Score -5849307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5849309.000000 Penalty: 3493.072998
	Iteration 36Q: 3 clusters Score -5849309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5849308.000000 Penalty: 3493.072998
	Iteration 37Q: 3 clusters Score -5849308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5849308.000000 Penalty: 3493.072998
	Iteration 38F: 3 clusters Score -5849308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -527268.937500 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -527268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -523912.937500 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -523912.9 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -524792.500000 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -524792.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -524917.375000 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -524917.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -524997.062500 Penalty: 2692.053467
	Iteration 3Q: 3 clusters Score -524997.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -525054.750000 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -525054.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -525095.562500 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -525095.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -525122.250000 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -525122.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -525139.562500 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -525139.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -525148.437500 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -525148.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -525155.937500 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -525155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -525163.625000 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -525163.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -525170.812500 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -525170.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -525178.875000 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -525178.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -525184.437500 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -525184.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -525191.687500 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -525191.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -525197.562500 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -525197.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -525203.437500 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -525203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -525206.875000 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -525206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -525208.562500 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -525208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -525212.875000 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -525212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525216.625000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -525216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -525217.750000 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -525217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525218.437500 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -525218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525218.625000 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -525218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525219.812500 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -525219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -525221.250000 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -525221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -525223.000000 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -525223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -525224.562500 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -525224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -525225.062500 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -525225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -525226.187500 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -525226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -525226.125000 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -525226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -525227.312500 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -525227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -525227.812500 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -525227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -525227.625000 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -525227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -525228.187500 Penalty: 2692.053467
	Iteration 34Q: 3 clusters Score -525228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -525228.062500 Penalty: 2692.053467
	Iteration 35Q: 3 clusters Score -525228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525229.437500 Penalty: 2692.053467
	Iteration 36Q: 3 clusters Score -525229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -525230.062500 Penalty: 2692.053467
	Iteration 37Q: 3 clusters Score -525230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -525230.750000 Penalty: 2692.053467
	Iteration 38Q: 3 clusters Score -525230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525231.062500 Penalty: 2692.053467
	Iteration 39Q: 3 clusters Score -525231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -525232.562500 Penalty: 2692.053467
	Iteration 40F: 3 clusters Score -525232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525232.187500 Penalty: 2692.053467
	Iteration 41Q: 3 clusters Score -525232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -525233.687500 Penalty: 2692.053467
	Iteration 42Q: 3 clusters Score -525233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525233.250000 Penalty: 2692.053467
	Iteration 43Q: 3 clusters Score -525233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525233.875000 Penalty: 2692.053467
	Iteration 44Q: 3 clusters Score -525233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -525234.437500 Penalty: 2692.053467
	Iteration 45Q: 3 clusters Score -525234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -525235.062500 Penalty: 2692.053467
	Iteration 46Q: 3 clusters Score -525235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -525235.062500 Penalty: 2692.053467
	Iteration 47Q: 3 clusters Score -525235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -525235.062500 Penalty: 2692.053467
	Iteration 48Q: 3 clusters Score -525235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -525235.125000 Penalty: 2692.053467
	Iteration 49Q: 3 clusters Score -525235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -525235.812500 Penalty: 2692.053467
	Iteration 50Q: 3 clusters Score -525235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -525235.812500 Penalty: 2692.053467
	Iteration 51F: 3 clusters Score -525235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -127129.609375 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -127129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125671.781250 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -125671.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125894.210938 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -125894.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125945.468750 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -125945.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125965.367188 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -125965.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125978.054688 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -125978.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125991.453125 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -125991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126006.515625 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -126006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126012.257812 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -126012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -126015.125000 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -126015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126015.835938 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -126015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126016.421875 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -126016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126021.906250 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -126021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126025.179688 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -126025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126027.015625 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -126027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -126028.898438 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -126028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126031.054688 Penalty: 2246.964600
	Iteration 15Q: 3 clusters Score -126031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -126033.515625 Penalty: 2246.964600
	Iteration 16Q: 3 clusters Score -126033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126036.078125 Penalty: 2246.964600
	Iteration 17Q: 3 clusters Score -126036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126038.562500 Penalty: 2246.964600
	Iteration 18Q: 3 clusters Score -126038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126039.320312 Penalty: 2246.964600
	Iteration 19Q: 3 clusters Score -126039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126039.320312 Penalty: 2246.964600
	Iteration 20F: 3 clusters Score -126039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Entering Unmasked Estep 
Score: -7282323.500000 Penalty: 1772.732910
	Iteration 0F: 2 clusters Score -7282324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -7245892.000000 Penalty: 3545.465820
	Iteration 0F: 3 clusters Score -7245892 nChanged 25771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -7260651.000000 Penalty: 3545.465820
	Iteration 1F: 3 clusters Score -7260651 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -7261343.000000 Penalty: 3545.465820
	Iteration 2Q: 3 clusters Score -7261343 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -7262311.000000 Penalty: 3545.465820
	Iteration 3Q: 3 clusters Score -7262311 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -7263946.500000 Penalty: 3545.465820
	Iteration 4F: 3 clusters Score -7263946 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -7266858.000000 Penalty: 3545.465820
	Iteration 5F: 3 clusters Score -7266858 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -7270858.500000 Penalty: 3545.465820
	Iteration 6F: 3 clusters Score -7270858 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -7275215.500000 Penalty: 3545.465820
	Iteration 7F: 3 clusters Score -7275216 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7278447.000000 Penalty: 3545.465820
	Iteration 8F: 3 clusters Score -7278447 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7279898.000000 Penalty: 3545.465820
	Iteration 9Q: 3 clusters Score -7279898 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7280426.000000 Penalty: 3545.465820
	Iteration 10Q: 3 clusters Score -7280426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7280620.500000 Penalty: 3545.465820
	Iteration 11Q: 3 clusters Score -7280620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7280685.500000 Penalty: 3545.465820
	Iteration 12Q: 3 clusters Score -7280686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7280720.000000 Penalty: 3545.465820
	Iteration 13Q: 3 clusters Score -7280720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7280738.000000 Penalty: 3545.465820
	Iteration 14Q: 3 clusters Score -7280738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7280759.500000 Penalty: 3545.465820
	Iteration 15Q: 3 clusters Score -7280760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7280763.000000 Penalty: 3545.465820
	Iteration 16Q: 3 clusters Score -7280763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7280768.500000 Penalty: 3545.465820
	Iteration 17Q: 3 clusters Score -7280768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7280779.500000 Penalty: 3545.465820
	Iteration 18Q: 3 clusters Score -7280780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7280796.000000 Penalty: 3545.465820
	Iteration 19Q: 3 clusters Score -7280796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7280813.500000 Penalty: 3545.465820
	Iteration 20F: 3 clusters Score -7280814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7280821.500000 Penalty: 3545.465820
	Iteration 21Q: 3 clusters Score -7280822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7280825.000000 Penalty: 3545.465820
	Iteration 22Q: 3 clusters Score -7280825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7280825.000000 Penalty: 3545.465820
	Iteration 23F: 3 clusters Score -7280825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (59503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Entering Unmasked Estep 
Score: -7888994.500000 Penalty: 1786.489624
	Iteration 0F: 2 clusters Score -7888994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -7849536.500000 Penalty: 3572.979248
	Iteration 0F: 3 clusters Score -7849536 nChanged 28014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -7865585.500000 Penalty: 3572.979248
	Iteration 1F: 3 clusters Score -7865586 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -7866233.000000 Penalty: 3572.979248
	Iteration 2Q: 3 clusters Score -7866233 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7867050.000000 Penalty: 3572.979248
	Iteration 3Q: 3 clusters Score -7867050 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -7868326.500000 Penalty: 3572.979248
	Iteration 4Q: 3 clusters Score -7868326 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7870208.000000 Penalty: 3572.979248
	Iteration 5F: 3 clusters Score -7870208 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -7873080.500000 Penalty: 3572.979248
	Iteration 6F: 3 clusters Score -7873080 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -7876772.500000 Penalty: 3572.979248
	Iteration 7F: 3 clusters Score -7876772 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -7880460.000000 Penalty: 3572.979248
	Iteration 8F: 3 clusters Score -7880460 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -7883349.000000 Penalty: 3572.979248
	Iteration 9F: 3 clusters Score -7883349 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7885122.000000 Penalty: 3572.979248
	Iteration 10Q: 3 clusters Score -7885122 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7886273.500000 Penalty: 3572.979248
	Iteration 11Q: 3 clusters Score -7886274 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7886840.000000 Penalty: 3572.979248
	Iteration 12Q: 3 clusters Score -7886840 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7887100.500000 Penalty: 3572.979248
	Iteration 13Q: 3 clusters Score -7887100 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7887254.500000 Penalty: 3572.979248
	Iteration 14Q: 3 clusters Score -7887254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7887305.000000 Penalty: 3572.979248
	Iteration 15Q: 3 clusters Score -7887305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7887361.500000 Penalty: 3572.979248
	Iteration 16Q: 3 clusters Score -7887362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7887383.500000 Penalty: 3572.979248
	Iteration 17Q: 3 clusters Score -7887384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7887408.000000 Penalty: 3572.979248
	Iteration 18Q: 3 clusters Score -7887408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7887430.500000 Penalty: 3572.979248
	Iteration 19Q: 3 clusters Score -7887430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7887461.000000 Penalty: 3572.979248
	Iteration 20F: 3 clusters Score -7887461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7887471.500000 Penalty: 3572.979248
	Iteration 21Q: 3 clusters Score -7887472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7887481.500000 Penalty: 3572.979248
	Iteration 22Q: 3 clusters Score -7887482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7887497.500000 Penalty: 3572.979248
	Iteration 23Q: 3 clusters Score -7887498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7887517.500000 Penalty: 3572.979248
	Iteration 24Q: 3 clusters Score -7887518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7887522.500000 Penalty: 3572.979248
	Iteration 25Q: 3 clusters Score -7887522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7887517.500000 Penalty: 3572.979248
	Iteration 26Q: 3 clusters Score -7887518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7887517.500000 Penalty: 3572.979248
	Iteration 27F: 3 clusters Score -7887518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -350457.593750 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -350457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -347861.562500 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -347861.6 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -348482.593750 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -348482.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -348616.531250 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -348616.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -348696.906250 Penalty: 2573.790771
	Iteration 3F: 3 clusters Score -348696.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -348769.281250 Penalty: 2573.790771
	Iteration 4Q: 3 clusters Score -348769.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -348844.500000 Penalty: 2573.790771
	Iteration 5Q: 3 clusters Score -348844.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -348910.843750 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -348910.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -348968.062500 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -348968.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -349023.468750 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -349023.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -349064.437500 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -349064.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -349094.875000 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -349094.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -349130.812500 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -349130.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -349153.593750 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -349153.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -349170.750000 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -349170.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -349191.093750 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -349191.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -349208.656250 Penalty: 2573.790771
	Iteration 15Q: 3 clusters Score -349208.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -349229.343750 Penalty: 2573.790771
	Iteration 16Q: 3 clusters Score -349229.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -349252.250000 Penalty: 2573.790771
	Iteration 17Q: 3 clusters Score -349252.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -349272.156250 Penalty: 2573.790771
	Iteration 18Q: 3 clusters Score -349272.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -349285.031250 Penalty: 2573.790771
	Iteration 19Q: 3 clusters Score -349285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -349295.250000 Penalty: 2573.790771
	Iteration 20F: 3 clusters Score -349295.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -349306.031250 Penalty: 2573.790771
	Iteration 21Q: 3 clusters Score -349306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -349318.218750 Penalty: 2573.790771
	Iteration 22Q: 3 clusters Score -349318.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -349328.125000 Penalty: 2573.790771
	Iteration 23Q: 3 clusters Score -349328.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -349340.343750 Penalty: 2573.790771
	Iteration 24Q: 3 clusters Score -349340.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -349351.906250 Penalty: 2573.790771
	Iteration 25Q: 3 clusters Score -349351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -349360.625000 Penalty: 2573.790771
	Iteration 26Q: 3 clusters Score -349360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -349368.062500 Penalty: 2573.790771
	Iteration 27Q: 3 clusters Score -349368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -349373.343750 Penalty: 2573.790771
	Iteration 28Q: 3 clusters Score -349373.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -349376.218750 Penalty: 2573.790771
	Iteration 29Q: 3 clusters Score -349376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -349379.656250 Penalty: 2573.790771
	Iteration 30Q: 3 clusters Score -349379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -349380.812500 Penalty: 2573.790771
	Iteration 31Q: 3 clusters Score -349380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -349380.968750 Penalty: 2573.790771
	Iteration 32Q: 3 clusters Score -349381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -349380.968750 Penalty: 2573.790771
	Iteration 33F: 3 clusters Score -349381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -594340.312500 Penalty: 1378.288208
	Iteration 0F: 2 clusters Score -594340.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -590496.125000 Penalty: 2756.576416
	Iteration 0F: 3 clusters Score -590496.1 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -591478.687500 Penalty: 2756.576416
	Iteration 1F: 3 clusters Score -591478.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -591634.375000 Penalty: 2756.576416
	Iteration 2F: 3 clusters Score -591634.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -591744.000000 Penalty: 2756.576416
	Iteration 3Q: 3 clusters Score -591744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -591846.500000 Penalty: 2756.576416
	Iteration 4Q: 3 clusters Score -591846.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -591955.375000 Penalty: 2756.576416
	Iteration 5Q: 3 clusters Score -591955.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -592062.500000 Penalty: 2756.576416
	Iteration 6Q: 3 clusters Score -592062.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -592154.687500 Penalty: 2756.576416
	Iteration 7Q: 3 clusters Score -592154.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -592236.187500 Penalty: 2756.576416
	Iteration 8Q: 3 clusters Score -592236.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -592309.562500 Penalty: 2756.576416
	Iteration 9Q: 3 clusters Score -592309.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -592382.437500 Penalty: 2756.576416
	Iteration 10Q: 3 clusters Score -592382.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -592449.937500 Penalty: 2756.576416
	Iteration 11Q: 3 clusters Score -592449.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -592518.250000 Penalty: 2756.576416
	Iteration 12Q: 3 clusters Score -592518.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -592586.625000 Penalty: 2756.576416
	Iteration 13Q: 3 clusters Score -592586.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -592656.312500 Penalty: 2756.576416
	Iteration 14Q: 3 clusters Score -592656.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -592729.687500 Penalty: 2756.576416
	Iteration 15Q: 3 clusters Score -592729.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -592805.437500 Penalty: 2756.576416
	Iteration 16Q: 3 clusters Score -592805.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -592861.062500 Penalty: 2756.576416
	Iteration 17Q: 3 clusters Score -592861.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -592909.562500 Penalty: 2756.576416
	Iteration 18Q: 3 clusters Score -592909.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -592944.750000 Penalty: 2756.576416
	Iteration 19Q: 3 clusters Score -592944.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -592979.687500 Penalty: 2756.576416
	Iteration 20F: 3 clusters Score -592979.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -593014.062500 Penalty: 2756.576416
	Iteration 21Q: 3 clusters Score -593014.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -593042.187500 Penalty: 2756.576416
	Iteration 22Q: 3 clusters Score -593042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -593066.875000 Penalty: 2756.576416
	Iteration 23Q: 3 clusters Score -593066.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -593085.000000 Penalty: 2756.576416
	Iteration 24Q: 3 clusters Score -593085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -593099.875000 Penalty: 2756.576416
	Iteration 25Q: 3 clusters Score -593099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -593110.187500 Penalty: 2756.576416
	Iteration 26Q: 3 clusters Score -593110.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -593118.500000 Penalty: 2756.576416
	Iteration 27Q: 3 clusters Score -593118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -593125.937500 Penalty: 2756.576416
	Iteration 28Q: 3 clusters Score -593125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -593133.062500 Penalty: 2756.576416
	Iteration 29Q: 3 clusters Score -593133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -593144.812500 Penalty: 2756.576416
	Iteration 30Q: 3 clusters Score -593144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -593156.500000 Penalty: 2756.576416
	Iteration 31Q: 3 clusters Score -593156.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -593162.687500 Penalty: 2756.576416
	Iteration 32Q: 3 clusters Score -593162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -593171.125000 Penalty: 2756.576416
	Iteration 33Q: 3 clusters Score -593171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -593177.250000 Penalty: 2756.576416
	Iteration 34Q: 3 clusters Score -593177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -593179.437500 Penalty: 2756.576416
	Iteration 35Q: 3 clusters Score -593179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -593182.000000 Penalty: 2756.576416
	Iteration 36Q: 3 clusters Score -593182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -593182.250000 Penalty: 2756.576416
	Iteration 37Q: 3 clusters Score -593182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -593183.250000 Penalty: 2756.576416
	Iteration 38Q: 3 clusters Score -593183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -593183.250000 Penalty: 2756.576416
	Iteration 39F: 3 clusters Score -593183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -241633.453125 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -241633.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -239657.843750 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -239657.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -240136.515625 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -240136.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -240285.343750 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -240285.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -240366.187500 Penalty: 2448.102783
	Iteration 3F: 3 clusters Score -240366.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -240426.109375 Penalty: 2448.102783
	Iteration 4Q: 3 clusters Score -240426.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -240471.625000 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -240471.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -240518.937500 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -240518.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -240551.531250 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -240551.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -240579.234375 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -240579.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -240601.671875 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -240601.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -240618.328125 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -240618.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -240631.625000 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -240631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -240638.375000 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -240638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -240641.953125 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -240642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -240645.421875 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -240645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -240649.000000 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -240649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -240651.078125 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -240651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -240651.359375 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -240651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -240651.359375 Penalty: 2448.102783
	Iteration 18F: 3 clusters Score -240651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Entering Unmasked Estep 
Score: -1275884.500000 Penalty: 1508.945557
	Iteration 0F: 2 clusters Score -1275884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1268255.375000 Penalty: 3017.891113
	Iteration 0F: 3 clusters Score -1268255 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1271248.750000 Penalty: 3017.891113
	Iteration 1F: 3 clusters Score -1271249 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1271923.750000 Penalty: 3017.891113
	Iteration 2F: 3 clusters Score -1271924 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1272519.625000 Penalty: 3017.891113
	Iteration 3F: 3 clusters Score -1272520 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1273035.500000 Penalty: 3017.891113
	Iteration 4F: 3 clusters Score -1273036 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1273538.625000 Penalty: 3017.891113
	Iteration 5F: 3 clusters Score -1273539 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1273974.750000 Penalty: 3017.891113
	Iteration 6F: 3 clusters Score -1273975 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1274299.250000 Penalty: 3017.891113
	Iteration 7Q: 3 clusters Score -1274299 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1274540.000000 Penalty: 3017.891113
	Iteration 8Q: 3 clusters Score -1274540 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1274730.250000 Penalty: 3017.891113
	Iteration 9Q: 3 clusters Score -1274730 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1274887.875000 Penalty: 3017.891113
	Iteration 10Q: 3 clusters Score -1274888 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1275014.250000 Penalty: 3017.891113
	Iteration 11Q: 3 clusters Score -1275014 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1275105.875000 Penalty: 3017.891113
	Iteration 12Q: 3 clusters Score -1275106 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1275210.625000 Penalty: 3017.891113
	Iteration 13Q: 3 clusters Score -1275211 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1275301.125000 Penalty: 3017.891113
	Iteration 14Q: 3 clusters Score -1275301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1275347.875000 Penalty: 3017.891113
	Iteration 15Q: 3 clusters Score -1275348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1275381.375000 Penalty: 3017.891113
	Iteration 16Q: 3 clusters Score -1275381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1275404.000000 Penalty: 3017.891113
	Iteration 17Q: 3 clusters Score -1275404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1275427.250000 Penalty: 3017.891113
	Iteration 18Q: 3 clusters Score -1275427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1275435.500000 Penalty: 3017.891113
	Iteration 19Q: 3 clusters Score -1275436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1275442.750000 Penalty: 3017.891113
	Iteration 20F: 3 clusters Score -1275443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1275452.875000 Penalty: 3017.891113
	Iteration 21Q: 3 clusters Score -1275453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1275461.750000 Penalty: 3017.891113
	Iteration 22Q: 3 clusters Score -1275462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1275472.750000 Penalty: 3017.891113
	Iteration 23Q: 3 clusters Score -1275473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1275479.000000 Penalty: 3017.891113
	Iteration 24Q: 3 clusters Score -1275479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1275489.000000 Penalty: 3017.891113
	Iteration 25Q: 3 clusters Score -1275489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1275494.500000 Penalty: 3017.891113
	Iteration 26Q: 3 clusters Score -1275494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1275501.625000 Penalty: 3017.891113
	Iteration 27Q: 3 clusters Score -1275502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1275506.375000 Penalty: 3017.891113
	Iteration 28Q: 3 clusters Score -1275506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1275505.875000 Penalty: 3017.891113
	Iteration 29Q: 3 clusters Score -1275506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1275504.875000 Penalty: 3017.891113
	Iteration 30Q: 3 clusters Score -1275505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1275504.875000 Penalty: 3017.891113
	Iteration 31F: 3 clusters Score -1275505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -557390.062500 Penalty: 1356.444824
	Iteration 0F: 2 clusters Score -557390.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -553867.750000 Penalty: 2712.889648
	Iteration 0F: 3 clusters Score -553867.8 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -554824.062500 Penalty: 2712.889648
	Iteration 1F: 3 clusters Score -554824.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -555003.250000 Penalty: 2712.889648
	Iteration 2F: 3 clusters Score -555003.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -555141.687500 Penalty: 2712.889648
	Iteration 3F: 3 clusters Score -555141.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -555256.562500 Penalty: 2712.889648
	Iteration 4Q: 3 clusters Score -555256.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -555364.937500 Penalty: 2712.889648
	Iteration 5Q: 3 clusters Score -555364.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -555441.562500 Penalty: 2712.889648
	Iteration 6Q: 3 clusters Score -555441.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -555514.750000 Penalty: 2712.889648
	Iteration 7Q: 3 clusters Score -555514.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -555581.000000 Penalty: 2712.889648
	Iteration 8Q: 3 clusters Score -555581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -555646.187500 Penalty: 2712.889648
	Iteration 9Q: 3 clusters Score -555646.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -555723.250000 Penalty: 2712.889648
	Iteration 10Q: 3 clusters Score -555723.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -555815.625000 Penalty: 2712.889648
	Iteration 11Q: 3 clusters Score -555815.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -555895.312500 Penalty: 2712.889648
	Iteration 12Q: 3 clusters Score -555895.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -555993.000000 Penalty: 2712.889648
	Iteration 13Q: 3 clusters Score -555993 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -556088.562500 Penalty: 2712.889648
	Iteration 14Q: 3 clusters Score -556088.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -556164.625000 Penalty: 2712.889648
	Iteration 15Q: 3 clusters Score -556164.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -556227.187500 Penalty: 2712.889648
	Iteration 16Q: 3 clusters Score -556227.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -556280.500000 Penalty: 2712.889648
	Iteration 17Q: 3 clusters Score -556280.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -556318.000000 Penalty: 2712.889648
	Iteration 18Q: 3 clusters Score -556318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -556336.000000 Penalty: 2712.889648
	Iteration 19Q: 3 clusters Score -556336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -556348.250000 Penalty: 2712.889648
	Iteration 20F: 3 clusters Score -556348.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -556360.562500 Penalty: 2712.889648
	Iteration 21Q: 3 clusters Score -556360.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -556368.812500 Penalty: 2712.889648
	Iteration 22Q: 3 clusters Score -556368.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -556375.875000 Penalty: 2712.889648
	Iteration 23Q: 3 clusters Score -556375.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -556380.625000 Penalty: 2712.889648
	Iteration 24Q: 3 clusters Score -556380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -556387.750000 Penalty: 2712.889648
	Iteration 25Q: 3 clusters Score -556387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -556393.625000 Penalty: 2712.889648
	Iteration 26Q: 3 clusters Score -556393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -556399.187500 Penalty: 2712.889648
	Iteration 27Q: 3 clusters Score -556399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -556403.937500 Penalty: 2712.889648
	Iteration 28Q: 3 clusters Score -556403.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -556406.562500 Penalty: 2712.889648
	Iteration 29Q: 3 clusters Score -556406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -556408.562500 Penalty: 2712.889648
	Iteration 30Q: 3 clusters Score -556408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -556411.187500 Penalty: 2712.889648
	Iteration 31Q: 3 clusters Score -556411.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -556414.625000 Penalty: 2712.889648
	Iteration 32Q: 3 clusters Score -556414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -556417.687500 Penalty: 2712.889648
	Iteration 33Q: 3 clusters Score -556417.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -556420.500000 Penalty: 2712.889648
	Iteration 34Q: 3 clusters Score -556420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -556423.250000 Penalty: 2712.889648
	Iteration 35Q: 3 clusters Score -556423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -556425.625000 Penalty: 2712.889648
	Iteration 36Q: 3 clusters Score -556425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -556427.062500 Penalty: 2712.889648
	Iteration 37Q: 3 clusters Score -556427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -556427.250000 Penalty: 2712.889648
	Iteration 38Q: 3 clusters Score -556427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -556427.000000 Penalty: 2712.889648
	Iteration 39Q: 3 clusters Score -556427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -556427.000000 Penalty: 2712.889648
	Iteration 40F: 3 clusters Score -556427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -66749.617188 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -66749.62 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 298 members 
Entering Unmasked Estep 
Score: -65584.242188 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -65584.24 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65873.125000 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -65873.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66073.093750 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -66073.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66232.070312 Penalty: 2094.342773
	Iteration 3F: 3 clusters Score -66232.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66377.687500 Penalty: 2094.342773
	Iteration 4F: 3 clusters Score -66377.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66459.460938 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -66459.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66498.445312 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -66498.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66519.203125 Penalty: 2094.342773
	Iteration 7Q: 3 clusters Score -66519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66528.429688 Penalty: 2094.342773
	Iteration 8Q: 3 clusters Score -66528.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66545.773438 Penalty: 2094.342773
	Iteration 9Q: 3 clusters Score -66545.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66547.945312 Penalty: 2094.342773
	Iteration 10Q: 3 clusters Score -66547.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66549.093750 Penalty: 2094.342773
	Iteration 11Q: 3 clusters Score -66549.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66549.093750 Penalty: 2094.342773
	Iteration 12F: 3 clusters Score -66549.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7232.465332 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7232.465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7319.451172 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7319.451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7340.178223 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7340.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7351.819824 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -7351.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7351.819824 Penalty: 1503.116211
	Iteration 4F: 3 clusters Score -7351.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -86174.382812 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -86174.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84946.921875 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -84946.92 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85111.578125 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -85111.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85157.078125 Penalty: 2123.008545
	Iteration 2F: 3 clusters Score -85157.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85187.398438 Penalty: 2123.008545
	Iteration 3Q: 3 clusters Score -85187.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85204.367188 Penalty: 2123.008545
	Iteration 4Q: 3 clusters Score -85204.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85230.742188 Penalty: 2123.008545
	Iteration 5Q: 3 clusters Score -85230.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85242.820312 Penalty: 2123.008545
	Iteration 6Q: 3 clusters Score -85242.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85256.890625 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -85256.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85259.257812 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -85259.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85267.070312 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -85267.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85279.226562 Penalty: 2123.008545
	Iteration 10Q: 3 clusters Score -85279.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85289.156250 Penalty: 2123.008545
	Iteration 11Q: 3 clusters Score -85289.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85295.812500 Penalty: 2123.008545
	Iteration 12Q: 3 clusters Score -85295.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85301.039062 Penalty: 2123.008545
	Iteration 13Q: 3 clusters Score -85301.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85311.984375 Penalty: 2123.008545
	Iteration 14Q: 3 clusters Score -85311.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85311.984375 Penalty: 2123.008545
	Iteration 15F: 3 clusters Score -85311.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -775799.687500 Penalty: 1410.967651
	Iteration 0F: 2 clusters Score -775799.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -771221.312500 Penalty: 2821.935303
	Iteration 0F: 3 clusters Score -771221.3 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -772564.250000 Penalty: 2821.935303
	Iteration 1F: 3 clusters Score -772564.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -772844.750000 Penalty: 2821.935303
	Iteration 2F: 3 clusters Score -772844.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -773025.000000 Penalty: 2821.935303
	Iteration 3F: 3 clusters Score -773025 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -773165.750000 Penalty: 2821.935303
	Iteration 4Q: 3 clusters Score -773165.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -773283.937500 Penalty: 2821.935303
	Iteration 5Q: 3 clusters Score -773283.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -773398.562500 Penalty: 2821.935303
	Iteration 6Q: 3 clusters Score -773398.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -773509.687500 Penalty: 2821.935303
	Iteration 7Q: 3 clusters Score -773509.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -773615.187500 Penalty: 2821.935303
	Iteration 8Q: 3 clusters Score -773615.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -773765.937500 Penalty: 2821.935303
	Iteration 9Q: 3 clusters Score -773765.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -773954.687500 Penalty: 2821.935303
	Iteration 10Q: 3 clusters Score -773954.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -774129.687500 Penalty: 2821.935303
	Iteration 11Q: 3 clusters Score -774129.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -774309.875000 Penalty: 2821.935303
	Iteration 12Q: 3 clusters Score -774309.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -774480.562500 Penalty: 2821.935303
	Iteration 13Q: 3 clusters Score -774480.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -774619.625000 Penalty: 2821.935303
	Iteration 14Q: 3 clusters Score -774619.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -774687.187500 Penalty: 2821.935303
	Iteration 15Q: 3 clusters Score -774687.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -774728.437500 Penalty: 2821.935303
	Iteration 16Q: 3 clusters Score -774728.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -774750.875000 Penalty: 2821.935303
	Iteration 17Q: 3 clusters Score -774750.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -774763.687500 Penalty: 2821.935303
	Iteration 18Q: 3 clusters Score -774763.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -774773.312500 Penalty: 2821.935303
	Iteration 19Q: 3 clusters Score -774773.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -774780.187500 Penalty: 2821.935303
	Iteration 20F: 3 clusters Score -774780.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -774783.937500 Penalty: 2821.935303
	Iteration 21Q: 3 clusters Score -774783.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -774787.562500 Penalty: 2821.935303
	Iteration 22Q: 3 clusters Score -774787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -774792.000000 Penalty: 2821.935303
	Iteration 23Q: 3 clusters Score -774792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -774791.875000 Penalty: 2821.935303
	Iteration 24Q: 3 clusters Score -774791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -774794.750000 Penalty: 2821.935303
	Iteration 25Q: 3 clusters Score -774794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -774794.375000 Penalty: 2821.935303
	Iteration 26Q: 3 clusters Score -774794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -774795.062500 Penalty: 2821.935303
	Iteration 27Q: 3 clusters Score -774795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -774795.187500 Penalty: 2821.935303
	Iteration 28Q: 3 clusters Score -774795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -774795.750000 Penalty: 2821.935303
	Iteration 29Q: 3 clusters Score -774795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -774795.750000 Penalty: 2821.935303
	Iteration 30F: 3 clusters Score -774795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -458540.750000 Penalty: 1332.858887
	Iteration 0F: 2 clusters Score -458540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -455434.531250 Penalty: 2665.717773
	Iteration 0F: 3 clusters Score -455434.5 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -456283.531250 Penalty: 2665.717773
	Iteration 1F: 3 clusters Score -456283.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -456528.281250 Penalty: 2665.717773
	Iteration 2F: 3 clusters Score -456528.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -456694.125000 Penalty: 2665.717773
	Iteration 3F: 3 clusters Score -456694.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -456833.281250 Penalty: 2665.717773
	Iteration 4F: 3 clusters Score -456833.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -456986.187500 Penalty: 2665.717773
	Iteration 5Q: 3 clusters Score -456986.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -457129.000000 Penalty: 2665.717773
	Iteration 6Q: 3 clusters Score -457129 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -457280.250000 Penalty: 2665.717773
	Iteration 7Q: 3 clusters Score -457280.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -457467.218750 Penalty: 2665.717773
	Iteration 8Q: 3 clusters Score -457467.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -457604.968750 Penalty: 2665.717773
	Iteration 9Q: 3 clusters Score -457605 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -457713.593750 Penalty: 2665.717773
	Iteration 10Q: 3 clusters Score -457713.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -457785.187500 Penalty: 2665.717773
	Iteration 11Q: 3 clusters Score -457785.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -457834.437500 Penalty: 2665.717773
	Iteration 12Q: 3 clusters Score -457834.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -457868.187500 Penalty: 2665.717773
	Iteration 13Q: 3 clusters Score -457868.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -457890.562500 Penalty: 2665.717773
	Iteration 14Q: 3 clusters Score -457890.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -457911.812500 Penalty: 2665.717773
	Iteration 15Q: 3 clusters Score -457911.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -457928.968750 Penalty: 2665.717773
	Iteration 16Q: 3 clusters Score -457929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -457940.093750 Penalty: 2665.717773
	Iteration 17Q: 3 clusters Score -457940.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -457948.281250 Penalty: 2665.717773
	Iteration 18Q: 3 clusters Score -457948.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -457955.031250 Penalty: 2665.717773
	Iteration 19Q: 3 clusters Score -457955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -457962.375000 Penalty: 2665.717773
	Iteration 20F: 3 clusters Score -457962.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -457969.593750 Penalty: 2665.717773
	Iteration 21Q: 3 clusters Score -457969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -457975.625000 Penalty: 2665.717773
	Iteration 22Q: 3 clusters Score -457975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -457981.500000 Penalty: 2665.717773
	Iteration 23Q: 3 clusters Score -457981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -457985.687500 Penalty: 2665.717773
	Iteration 24Q: 3 clusters Score -457985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -457987.843750 Penalty: 2665.717773
	Iteration 25Q: 3 clusters Score -457987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -457990.250000 Penalty: 2665.717773
	Iteration 26Q: 3 clusters Score -457990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -457992.125000 Penalty: 2665.717773
	Iteration 27Q: 3 clusters Score -457992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -457994.468750 Penalty: 2665.717773
	Iteration 28Q: 3 clusters Score -457994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -457995.156250 Penalty: 2665.717773
	Iteration 29Q: 3 clusters Score -457995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -457996.375000 Penalty: 2665.717773
	Iteration 30Q: 3 clusters Score -457996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -457997.062500 Penalty: 2665.717773
	Iteration 31Q: 3 clusters Score -457997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -457997.687500 Penalty: 2665.717773
	Iteration 32Q: 3 clusters Score -457997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -457998.375000 Penalty: 2665.717773
	Iteration 33Q: 3 clusters Score -457998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -457998.937500 Penalty: 2665.717773
	Iteration 34Q: 3 clusters Score -457998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -457998.656250 Penalty: 2665.717773
	Iteration 35Q: 3 clusters Score -457998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -457999.593750 Penalty: 2665.717773
	Iteration 36Q: 3 clusters Score -457999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -458001.062500 Penalty: 2665.717773
	Iteration 37Q: 3 clusters Score -458001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -458001.156250 Penalty: 2665.717773
	Iteration 38Q: 3 clusters Score -458001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -458001.156250 Penalty: 2665.717773
	Iteration 39F: 3 clusters Score -458001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (43103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Entering Unmasked Estep 
Score: -5750545.500000 Penalty: 1734.093994
	Iteration 0F: 2 clusters Score -5750546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -5721868.500000 Penalty: 3468.187988
	Iteration 0F: 3 clusters Score -5721868 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5733474.500000 Penalty: 3468.187988
	Iteration 1F: 3 clusters Score -5733474 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5734149.500000 Penalty: 3468.187988
	Iteration 2Q: 3 clusters Score -5734150 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5734989.000000 Penalty: 3468.187988
	Iteration 3Q: 3 clusters Score -5734989 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5736337.500000 Penalty: 3468.187988
	Iteration 4F: 3 clusters Score -5736338 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5738705.000000 Penalty: 3468.187988
	Iteration 5F: 3 clusters Score -5738705 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5741927.500000 Penalty: 3468.187988
	Iteration 6F: 3 clusters Score -5741928 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5744700.000000 Penalty: 3468.187988
	Iteration 7F: 3 clusters Score -5744700 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5746183.500000 Penalty: 3468.187988
	Iteration 8Q: 3 clusters Score -5746184 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5747144.000000 Penalty: 3468.187988
	Iteration 9Q: 3 clusters Score -5747144 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -5747791.000000 Penalty: 3468.187988
	Iteration 10Q: 3 clusters Score -5747791 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5748086.000000 Penalty: 3468.187988
	Iteration 11Q: 3 clusters Score -5748086 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5748282.000000 Penalty: 3468.187988
	Iteration 12Q: 3 clusters Score -5748282 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5748399.000000 Penalty: 3468.187988
	Iteration 13Q: 3 clusters Score -5748399 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -5748473.000000 Penalty: 3468.187988
	Iteration 14Q: 3 clusters Score -5748473 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5748496.000000 Penalty: 3468.187988
	Iteration 15Q: 3 clusters Score -5748496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5748515.500000 Penalty: 3468.187988
	Iteration 16Q: 3 clusters Score -5748516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -5748508.000000 Penalty: 3468.187988
	Iteration 17Q: 3 clusters Score -5748508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5748495.000000 Penalty: 3468.187988
	Iteration 18Q: 3 clusters Score -5748495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5748499.000000 Penalty: 3468.187988
	Iteration 19Q: 3 clusters Score -5748499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5748498.000000 Penalty: 3468.187988
	Iteration 20F: 3 clusters Score -5748498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5748487.000000 Penalty: 3468.187988
	Iteration 21Q: 3 clusters Score -5748487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5748496.000000 Penalty: 3468.187988
	Iteration 22Q: 3 clusters Score -5748496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5748497.000000 Penalty: 3468.187988
	Iteration 23Q: 3 clusters Score -5748497 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -5748493.000000 Penalty: 3468.187988
	Iteration 24Q: 3 clusters Score -5748493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5748493.000000 Penalty: 3468.187988
	Iteration 25Q: 3 clusters Score -5748493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -5748496.000000 Penalty: 3468.187988
	Iteration 26Q: 3 clusters Score -5748496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5748497.500000 Penalty: 3468.187988
	Iteration 27Q: 3 clusters Score -5748498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5748511.500000 Penalty: 3468.187988
	Iteration 28Q: 3 clusters Score -5748512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5748518.000000 Penalty: 3468.187988
	Iteration 29Q: 3 clusters Score -5748518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5748531.500000 Penalty: 3468.187988
	Iteration 30Q: 3 clusters Score -5748532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -5748537.500000 Penalty: 3468.187988
	Iteration 31Q: 3 clusters Score -5748538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5748536.000000 Penalty: 3468.187988
	Iteration 32Q: 3 clusters Score -5748536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5748537.500000 Penalty: 3468.187988
	Iteration 33Q: 3 clusters Score -5748538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -5748529.500000 Penalty: 3468.187988
	Iteration 34Q: 3 clusters Score -5748530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5748521.000000 Penalty: 3468.187988
	Iteration 35Q: 3 clusters Score -5748521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5748523.500000 Penalty: 3468.187988
	Iteration 36Q: 3 clusters Score -5748524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5748523.500000 Penalty: 3468.187988
	Iteration 37Q: 3 clusters Score -5748524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5748526.500000 Penalty: 3468.187988
	Iteration 38Q: 3 clusters Score -5748526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5748532.000000 Penalty: 3468.187988
	Iteration 39Q: 3 clusters Score -5748532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -5748527.500000 Penalty: 3468.187988
	Iteration 40F: 3 clusters Score -5748528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -166553.234375 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -166553.2 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 671 members 
Entering Unmasked Estep 
Score: -164865.375000 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -164865.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165193.093750 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -165193.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165282.078125 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -165282.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -165345.296875 Penalty: 2336.479492
	Iteration 3Q: 3 clusters Score -165345.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -165389.156250 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -165389.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -165420.953125 Penalty: 2336.479492
	Iteration 5Q: 3 clusters Score -165421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165438.218750 Penalty: 2336.479492
	Iteration 6Q: 3 clusters Score -165438.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -165452.250000 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -165452.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -165465.593750 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -165465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165485.890625 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -165485.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165508.640625 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -165508.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165539.578125 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -165539.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -165568.265625 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -165568.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -165585.781250 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -165585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -165592.359375 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -165592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165595.640625 Penalty: 2336.479492
	Iteration 15Q: 3 clusters Score -165595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -165597.500000 Penalty: 2336.479492
	Iteration 16Q: 3 clusters Score -165597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165600.187500 Penalty: 2336.479492
	Iteration 17Q: 3 clusters Score -165600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165607.765625 Penalty: 2336.479492
	Iteration 18Q: 3 clusters Score -165607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165615.890625 Penalty: 2336.479492
	Iteration 19Q: 3 clusters Score -165615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165619.718750 Penalty: 2336.479492
	Iteration 20F: 3 clusters Score -165619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165622.468750 Penalty: 2336.479492
	Iteration 21Q: 3 clusters Score -165622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -165625.203125 Penalty: 2336.479492
	Iteration 22Q: 3 clusters Score -165625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -165627.500000 Penalty: 2336.479492
	Iteration 23Q: 3 clusters Score -165627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -165628.968750 Penalty: 2336.479492
	Iteration 24Q: 3 clusters Score -165629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -165629.046875 Penalty: 2336.479492
	Iteration 25Q: 3 clusters Score -165629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165629.375000 Penalty: 2336.479492
	Iteration 26Q: 3 clusters Score -165629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165630.640625 Penalty: 2336.479492
	Iteration 27Q: 3 clusters Score -165630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165630.640625 Penalty: 2336.479492
	Iteration 28F: 3 clusters Score -165630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (63007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Entering Unmasked Estep 
Score: -8381445.500000 Penalty: 1795.787720
	Iteration 0F: 2 clusters Score -8381446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -8339690.500000 Penalty: 3591.575439
	Iteration 0F: 3 clusters Score -8339690 nChanged 29754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -8357253.000000 Penalty: 3591.575439
	Iteration 1F: 3 clusters Score -8357253 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8358360.000000 Penalty: 3591.575439
	Iteration 2Q: 3 clusters Score -8358360 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -8360045.500000 Penalty: 3591.575439
	Iteration 3F: 3 clusters Score -8360046 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -8362935.500000 Penalty: 3591.575439
	Iteration 4F: 3 clusters Score -8362936 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -8367272.000000 Penalty: 3591.575439
	Iteration 5F: 3 clusters Score -8367272 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -8372189.000000 Penalty: 3591.575439
	Iteration 6F: 3 clusters Score -8372189 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8376526.500000 Penalty: 3591.575439
	Iteration 7F: 3 clusters Score -8376526 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8378732.500000 Penalty: 3591.575439
	Iteration 8Q: 3 clusters Score -8378732 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8379486.500000 Penalty: 3591.575439
	Iteration 9Q: 3 clusters Score -8379486 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8379712.000000 Penalty: 3591.575439
	Iteration 10Q: 3 clusters Score -8379712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8379803.000000 Penalty: 3591.575439
	Iteration 11Q: 3 clusters Score -8379803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8379847.500000 Penalty: 3591.575439
	Iteration 12Q: 3 clusters Score -8379848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8379862.500000 Penalty: 3591.575439
	Iteration 13Q: 3 clusters Score -8379862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8379868.000000 Penalty: 3591.575439
	Iteration 14Q: 3 clusters Score -8379868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8379872.000000 Penalty: 3591.575439
	Iteration 15Q: 3 clusters Score -8379872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8379871.000000 Penalty: 3591.575439
	Iteration 16Q: 3 clusters Score -8379871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8379878.000000 Penalty: 3591.575439
	Iteration 17Q: 3 clusters Score -8379878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8379887.500000 Penalty: 3591.575439
	Iteration 18Q: 3 clusters Score -8379888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8379885.000000 Penalty: 3591.575439
	Iteration 19Q: 3 clusters Score -8379885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8379885.000000 Penalty: 3591.575439
	Iteration 20F: 3 clusters Score -8379885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23109 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 56740 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46375 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 7180 members 
Mstep: Class 10 contains 61939 members 
Mstep: Class 11 contains 83017 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 22452 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 77038 members 
Mstep: Class 18 contains 15328 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 92761 members 
Mstep: Class 22 contains 46213 members 
Mstep: Class 23 contains 65491 members 
Mstep: Class 24 contains 24201 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46533 members 
Mstep: Class 29 contains 3957 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54673 members 
Mstep: Class 32 contains 59503 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 1868 members 
Mstep: Class 36 contains 10784 members 
Mstep: Class 37 contains 4219 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5901 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 43103 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 63007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786304.000000 Penalty: 98784.976562
Iteration 319Q: 45 clusters Score -1.277863e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23112 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 56744 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46487 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 10 contains 61967 members 
Mstep: Class 11 contains 83182 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 22433 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4434 members 
Mstep: Class 17 contains 76965 members 
Mstep: Class 18 contains 15337 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 93134 members 
Mstep: Class 22 contains 45837 members 
Mstep: Class 23 contains 65278 members 
Mstep: Class 24 contains 24144 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46518 members 
Mstep: Class 29 contains 3953 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 54838 members 
Mstep: Class 32 contains 59514 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 10785 members 
Mstep: Class 37 contains 4254 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42868 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 63489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786280.000000 Penalty: 98784.976562
Iteration 320F: 45 clusters Score -1.277863e+08 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23108 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 56806 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46605 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 61990 members 
Mstep: Class 11 contains 83349 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 22406 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4444 members 
Mstep: Class 17 contains 76916 members 
Mstep: Class 18 contains 15346 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6610 members 
Mstep: Class 21 contains 93453 members 
Mstep: Class 22 contains 45447 members 
Mstep: Class 23 contains 65069 members 
Mstep: Class 24 contains 24091 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46507 members 
Mstep: Class 29 contains 3948 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55011 members 
Mstep: Class 32 contains 59503 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 10790 members 
Mstep: Class 37 contains 4295 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5907 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42633 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 63950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785936.000000 Penalty: 98784.976562
Iteration 321Q: 45 clusters Score -1.277859e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23109 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 56848 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46726 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 6189 members 
Mstep: Class 10 contains 62020 members 
Mstep: Class 11 contains 83579 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 22394 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 76887 members 
Mstep: Class 18 contains 15355 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6593 members 
Mstep: Class 21 contains 93793 members 
Mstep: Class 22 contains 45019 members 
Mstep: Class 23 contains 64835 members 
Mstep: Class 24 contains 24035 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46498 members 
Mstep: Class 29 contains 3944 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55148 members 
Mstep: Class 32 contains 59504 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 1848 members 
Mstep: Class 36 contains 10793 members 
Mstep: Class 37 contains 4333 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5910 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42366 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 64405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786400.000000 Penalty: 98784.976562
Iteration 322Q: 45 clusters Score -1.277864e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23106 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 56939 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 46905 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 62045 members 
Mstep: Class 11 contains 83781 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 22393 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 17 contains 76844 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 94130 members 
Mstep: Class 22 contains 44558 members 
Mstep: Class 23 contains 64573 members 
Mstep: Class 24 contains 23977 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46494 members 
Mstep: Class 29 contains 3939 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55322 members 
Mstep: Class 32 contains 59540 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 1837 members 
Mstep: Class 36 contains 10799 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5911 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 42046 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 64815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786576.000000 Penalty: 98784.976562
Iteration 323Q: 45 clusters Score -1.277866e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23099 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 57035 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47081 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 5535 members 
Mstep: Class 10 contains 62074 members 
Mstep: Class 11 contains 84019 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 22368 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4489 members 
Mstep: Class 17 contains 76807 members 
Mstep: Class 18 contains 15351 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 94513 members 
Mstep: Class 22 contains 44073 members 
Mstep: Class 23 contains 64262 members 
Mstep: Class 24 contains 23929 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46499 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55482 members 
Mstep: Class 32 contains 59567 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 10801 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5908 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 41752 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 65224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786656.000000 Penalty: 98784.976562
Iteration 324Q: 45 clusters Score -1.277867e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23098 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 57123 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47207 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 62089 members 
Mstep: Class 11 contains 84328 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 22359 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4509 members 
Mstep: Class 17 contains 76772 members 
Mstep: Class 18 contains 15341 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 21 contains 94908 members 
Mstep: Class 22 contains 43586 members 
Mstep: Class 23 contains 63970 members 
Mstep: Class 24 contains 23883 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46503 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55636 members 
Mstep: Class 32 contains 59575 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 1810 members 
Mstep: Class 36 contains 10803 members 
Mstep: Class 37 contains 4496 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5910 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 41375 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 65666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787120.000000 Penalty: 98784.976562
Iteration 325Q: 45 clusters Score -1.277871e+08 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23098 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 57194 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47351 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 62114 members 
Mstep: Class 11 contains 84563 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 22357 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4530 members 
Mstep: Class 17 contains 76738 members 
Mstep: Class 18 contains 15334 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 95289 members 
Mstep: Class 22 contains 43096 members 
Mstep: Class 23 contains 63674 members 
Mstep: Class 24 contains 23830 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46522 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55810 members 
Mstep: Class 32 contains 59570 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1797 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 4534 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5912 members 
Mstep: Class 42 contains 3649 members 
Mstep: Class 43 contains 41071 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 66103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787272.000000 Penalty: 98784.976562
Iteration 326Q: 45 clusters Score -1.277873e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23097 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 57350 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47541 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 62142 members 
Mstep: Class 11 contains 84817 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6851 members 
Mstep: Class 14 contains 22369 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 76680 members 
Mstep: Class 18 contains 15336 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 95613 members 
Mstep: Class 22 contains 42604 members 
Mstep: Class 23 contains 63359 members 
Mstep: Class 24 contains 23788 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46534 members 
Mstep: Class 29 contains 3900 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 55976 members 
Mstep: Class 32 contains 59589 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4820 members 
Mstep: Class 35 contains 1788 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 4581 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 40743 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 66488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787000.000000 Penalty: 98784.976562
Iteration 327Q: 45 clusters Score -1.27787e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23099 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 57522 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47740 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 4310 members 
Mstep: Class 10 contains 62167 members 
Mstep: Class 11 contains 85012 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4567 members 
Mstep: Class 17 contains 76625 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 6541 members 
Mstep: Class 21 contains 95953 members 
Mstep: Class 22 contains 42073 members 
Mstep: Class 23 contains 63032 members 
Mstep: Class 24 contains 23746 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46558 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56196 members 
Mstep: Class 32 contains 59614 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 10809 members 
Mstep: Class 37 contains 4632 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 40404 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 66867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787008.000000 Penalty: 98784.976562
Iteration 328Q: 45 clusters Score -1.27787e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23097 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 57709 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 47953 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 62189 members 
Mstep: Class 11 contains 85238 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6851 members 
Mstep: Class 14 contains 22334 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4592 members 
Mstep: Class 17 contains 76583 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 96312 members 
Mstep: Class 22 contains 41526 members 
Mstep: Class 23 contains 62652 members 
Mstep: Class 24 contains 23706 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46576 members 
Mstep: Class 29 contains 3872 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56329 members 
Mstep: Class 32 contains 59643 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 10805 members 
Mstep: Class 37 contains 4694 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 40086 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 67298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786992.000000 Penalty: 98784.976562
Iteration 329Q: 45 clusters Score -1.27787e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23094 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 57930 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 48231 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 62209 members 
Mstep: Class 11 contains 85459 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6844 members 
Mstep: Class 14 contains 22306 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4622 members 
Mstep: Class 17 contains 76560 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 96630 members 
Mstep: Class 22 contains 40982 members 
Mstep: Class 23 contains 62234 members 
Mstep: Class 24 contains 23673 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46593 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56469 members 
Mstep: Class 32 contains 59668 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4818 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 4753 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5926 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 39769 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 67705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787264.000000 Penalty: 98784.976562
Iteration 330Q: 45 clusters Score -1.277873e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23101 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 58145 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 48528 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 3466 members 
Mstep: Class 10 contains 62221 members 
Mstep: Class 11 contains 85635 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 22286 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4650 members 
Mstep: Class 17 contains 76542 members 
Mstep: Class 18 contains 15366 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 96925 members 
Mstep: Class 22 contains 40490 members 
Mstep: Class 23 contains 61812 members 
Mstep: Class 24 contains 23630 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46579 members 
Mstep: Class 29 contains 3860 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56699 members 
Mstep: Class 32 contains 59706 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4813 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 10808 members 
Mstep: Class 37 contains 4823 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5925 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 39406 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 68068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787208.000000 Penalty: 98784.976562
Iteration 331Q: 45 clusters Score -1.277872e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23099 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 58379 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 48852 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 62269 members 
Mstep: Class 11 contains 85829 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 6824 members 
Mstep: Class 14 contains 22257 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 76520 members 
Mstep: Class 18 contains 15351 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6421 members 
Mstep: Class 21 contains 97173 members 
Mstep: Class 22 contains 40016 members 
Mstep: Class 23 contains 61323 members 
Mstep: Class 24 contains 23577 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46580 members 
Mstep: Class 29 contains 3844 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56913 members 
Mstep: Class 32 contains 59747 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4809 members 
Mstep: Class 35 contains 1759 members 
Mstep: Class 36 contains 10811 members 
Mstep: Class 37 contains 4912 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 39055 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 68436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787304.000000 Penalty: 98784.976562
Iteration 332Q: 45 clusters Score -1.277873e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23101 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 58599 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49147 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 62314 members 
Mstep: Class 11 contains 86065 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 22238 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 76490 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 97423 members 
Mstep: Class 22 contains 39547 members 
Mstep: Class 23 contains 60846 members 
Mstep: Class 24 contains 23525 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46549 members 
Mstep: Class 29 contains 3823 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 57139 members 
Mstep: Class 32 contains 59783 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4814 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 10810 members 
Mstep: Class 37 contains 5004 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 38713 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 68740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787240.000000 Penalty: 98784.976562
Iteration 333Q: 45 clusters Score -1.277872e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23095 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 58865 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49461 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 62355 members 
Mstep: Class 11 contains 86280 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4766 members 
Mstep: Class 17 contains 76425 members 
Mstep: Class 18 contains 15368 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6362 members 
Mstep: Class 21 contains 97646 members 
Mstep: Class 22 contains 39052 members 
Mstep: Class 23 contains 60412 members 
Mstep: Class 24 contains 23458 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46530 members 
Mstep: Class 29 contains 3807 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 57487 members 
Mstep: Class 32 contains 59846 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4815 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 10809 members 
Mstep: Class 37 contains 5093 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 38346 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 68953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787392.000000 Penalty: 98784.976562
Iteration 334Q: 45 clusters Score -1.277874e+08 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 59161 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49695 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 62375 members 
Mstep: Class 11 contains 86493 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 76354 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6338 members 
Mstep: Class 21 contains 97845 members 
Mstep: Class 22 contains 38572 members 
Mstep: Class 23 contains 60030 members 
Mstep: Class 24 contains 23392 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46540 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 57756 members 
Mstep: Class 32 contains 59924 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4811 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 10814 members 
Mstep: Class 37 contains 5168 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 38044 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 69154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787296.000000 Penalty: 98784.976562
Iteration 335Q: 45 clusters Score -1.277873e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 59415 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49916 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 62391 members 
Mstep: Class 11 contains 86608 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 22217 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4836 members 
Mstep: Class 17 contains 76310 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 98062 members 
Mstep: Class 22 contains 38118 members 
Mstep: Class 23 contains 59659 members 
Mstep: Class 24 contains 23317 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46548 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58024 members 
Mstep: Class 32 contains 60020 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4815 members 
Mstep: Class 35 contains 1751 members 
Mstep: Class 36 contains 10811 members 
Mstep: Class 37 contains 5235 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 37746 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 69427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787248.000000 Penalty: 98784.976562
Iteration 336Q: 45 clusters Score -1.277872e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23054 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 59705 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50147 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 62409 members 
Mstep: Class 11 contains 86696 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 22212 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4864 members 
Mstep: Class 17 contains 76252 members 
Mstep: Class 18 contains 15358 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 98301 members 
Mstep: Class 22 contains 37616 members 
Mstep: Class 23 contains 59324 members 
Mstep: Class 24 contains 23245 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46551 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58218 members 
Mstep: Class 32 contains 60134 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4820 members 
Mstep: Class 35 contains 1743 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 5294 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5929 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 37514 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 69666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787488.000000 Penalty: 98784.976562
Iteration 337Q: 45 clusters Score -1.277875e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23053 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 60008 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50317 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 62438 members 
Mstep: Class 11 contains 86749 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 22211 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4883 members 
Mstep: Class 17 contains 76182 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 98481 members 
Mstep: Class 22 contains 37130 members 
Mstep: Class 23 contains 59047 members 
Mstep: Class 24 contains 23176 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46567 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58396 members 
Mstep: Class 32 contains 60239 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 1735 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 5341 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 37290 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 69952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2212.287109 but Gain 2245.117188
Score: -127787320.000000 Penalty: 96539.859375
Iteration 338Q: 44 clusters Score -1.277873e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 5 contains 60313 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50784 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 1918 members 
Mstep: Class 10 contains 62461 members 
Mstep: Class 11 contains 86791 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 22263 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4902 members 
Mstep: Class 17 contains 76244 members 
Mstep: Class 18 contains 15354 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6229 members 
Mstep: Class 21 contains 98614 members 
Mstep: Class 22 contains 36690 members 
Mstep: Class 23 contains 59970 members 
Mstep: Class 24 contains 23086 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46625 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58520 members 
Mstep: Class 32 contains 60355 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 10804 members 
Mstep: Class 37 contains 5389 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 37099 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 70251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2108.339355 but Gain 2245.109375
Score: -127789720.000000 Penalty: 94294.750000
Iteration 339Q: 43 clusters Score -1.277897e+08 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23061 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 10 contains 62498 members 
Mstep: Class 11 contains 86798 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 22265 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4919 members 
Mstep: Class 17 contains 76153 members 
Mstep: Class 18 contains 15355 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 98783 members 
Mstep: Class 22 contains 36237 members 
Mstep: Class 23 contains 59919 members 
Mstep: Class 24 contains 23003 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46664 members 
Mstep: Class 29 contains 3791 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58569 members 
Mstep: Class 32 contains 60477 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 10805 members 
Mstep: Class 37 contains 5432 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5922 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 36980 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 71517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791488.000000 Penalty: 94294.750000
Iteration 340F: 43 clusters Score -1.277915e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23042 members 
Mstep: Class 5 contains 60794 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 51397 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 10 contains 62543 members 
Mstep: Class 11 contains 86824 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 6824 members 
Mstep: Class 14 contains 22275 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4942 members 
Mstep: Class 17 contains 75997 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6182 members 
Mstep: Class 21 contains 98961 members 
Mstep: Class 22 contains 35846 members 
Mstep: Class 23 contains 59894 members 
Mstep: Class 24 contains 22926 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46607 members 
Mstep: Class 29 contains 3787 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58645 members 
Mstep: Class 32 contains 60567 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 10811 members 
Mstep: Class 37 contains 5505 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 36887 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 71757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791336.000000 Penalty: 94294.750000
Iteration 341Q: 43 clusters Score -1.277913e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23030 members 
Mstep: Class 5 contains 60969 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 51259 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 10 contains 62581 members 
Mstep: Class 11 contains 86831 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 22273 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4966 members 
Mstep: Class 17 contains 75853 members 
Mstep: Class 18 contains 15349 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 99152 members 
Mstep: Class 22 contains 35503 members 
Mstep: Class 23 contains 59842 members 
Mstep: Class 24 contains 22831 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46558 members 
Mstep: Class 29 contains 3785 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58763 members 
Mstep: Class 32 contains 60685 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 1714 members 
Mstep: Class 36 contains 10808 members 
Mstep: Class 37 contains 5569 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 36795 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 71987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791312.000000 Penalty: 94294.750000
Iteration 342Q: 43 clusters Score -1.277913e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23022 members 
Mstep: Class 5 contains 61104 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 51129 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 10 contains 62606 members 
Mstep: Class 11 contains 86824 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 6818 members 
Mstep: Class 14 contains 22265 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4981 members 
Mstep: Class 17 contains 75749 members 
Mstep: Class 18 contains 15353 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6125 members 
Mstep: Class 21 contains 99382 members 
Mstep: Class 22 contains 35187 members 
Mstep: Class 23 contains 59778 members 
Mstep: Class 24 contains 22747 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46507 members 
Mstep: Class 29 contains 3784 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58815 members 
Mstep: Class 32 contains 60788 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 1712 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 5634 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 36743 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 72235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791128.000000 Penalty: 94294.750000
Iteration 343Q: 43 clusters Score -1.277911e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23010 members 
Mstep: Class 5 contains 61202 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50972 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 10 contains 62628 members 
Mstep: Class 11 contains 86792 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 22265 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 75642 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 6089 members 
Mstep: Class 21 contains 99621 members 
Mstep: Class 22 contains 34887 members 
Mstep: Class 23 contains 59743 members 
Mstep: Class 24 contains 22657 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46485 members 
Mstep: Class 29 contains 3776 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58892 members 
Mstep: Class 32 contains 60902 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 1707 members 
Mstep: Class 36 contains 10806 members 
Mstep: Class 37 contains 5700 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5912 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 36680 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 72455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790992.000000 Penalty: 94294.750000
Iteration 344Q: 43 clusters Score -1.27791e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23004 members 
Mstep: Class 5 contains 61268 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50810 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 10 contains 62644 members 
Mstep: Class 11 contains 86757 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 22278 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 75591 members 
Mstep: Class 18 contains 15360 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 99878 members 
Mstep: Class 22 contains 34635 members 
Mstep: Class 23 contains 59720 members 
Mstep: Class 24 contains 22568 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46458 members 
Mstep: Class 29 contains 3744 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58962 members 
Mstep: Class 32 contains 60992 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 1702 members 
Mstep: Class 36 contains 10806 members 
Mstep: Class 37 contains 5754 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5909 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36631 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 72660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791136.000000 Penalty: 94294.750000
Iteration 345Q: 43 clusters Score -1.277911e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22994 members 
Mstep: Class 5 contains 61273 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50658 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 10 contains 62672 members 
Mstep: Class 11 contains 86760 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 22290 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5012 members 
Mstep: Class 17 contains 75558 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 100149 members 
Mstep: Class 22 contains 34368 members 
Mstep: Class 23 contains 59679 members 
Mstep: Class 24 contains 22486 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46432 members 
Mstep: Class 29 contains 3726 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58992 members 
Mstep: Class 32 contains 61075 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 1699 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 5809 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5907 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36608 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 72831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791144.000000 Penalty: 94294.750000
Iteration 346Q: 43 clusters Score -1.277911e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22987 members 
Mstep: Class 5 contains 61254 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50545 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 10 contains 62722 members 
Mstep: Class 11 contains 86746 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 22301 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 75524 members 
Mstep: Class 18 contains 15363 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 100386 members 
Mstep: Class 22 contains 34152 members 
Mstep: Class 23 contains 59621 members 
Mstep: Class 24 contains 22417 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46419 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59032 members 
Mstep: Class 32 contains 61153 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 1698 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 5863 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5906 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36585 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 72966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791560.000000 Penalty: 94294.750000
Iteration 347Q: 43 clusters Score -1.277916e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22987 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50436 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 10 contains 62756 members 
Mstep: Class 11 contains 86698 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 22312 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5029 members 
Mstep: Class 17 contains 75488 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 100623 members 
Mstep: Class 22 contains 33988 members 
Mstep: Class 23 contains 59590 members 
Mstep: Class 24 contains 22361 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46411 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59074 members 
Mstep: Class 32 contains 61225 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 1699 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 5916 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5900 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36558 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791392.000000 Penalty: 94294.750000
Iteration 348Q: 43 clusters Score -1.277914e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22988 members 
Mstep: Class 5 contains 61125 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50353 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 10 contains 62804 members 
Mstep: Class 11 contains 86608 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 22325 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5036 members 
Mstep: Class 17 contains 75456 members 
Mstep: Class 18 contains 15364 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 5937 members 
Mstep: Class 21 contains 100868 members 
Mstep: Class 22 contains 33822 members 
Mstep: Class 23 contains 59540 members 
Mstep: Class 24 contains 22312 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46409 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59127 members 
Mstep: Class 32 contains 61308 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 10806 members 
Mstep: Class 37 contains 5970 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5898 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36548 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791328.000000 Penalty: 94294.750000
Iteration 349Q: 43 clusters Score -1.277913e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22985 members 
Mstep: Class 5 contains 61029 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50253 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 10 contains 62847 members 
Mstep: Class 11 contains 86527 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 22340 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5046 members 
Mstep: Class 17 contains 75412 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 101123 members 
Mstep: Class 22 contains 33686 members 
Mstep: Class 23 contains 59460 members 
Mstep: Class 24 contains 22271 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46415 members 
Mstep: Class 29 contains 3657 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59165 members 
Mstep: Class 32 contains 61365 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 1693 members 
Mstep: Class 36 contains 10805 members 
Mstep: Class 37 contains 6031 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5895 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36570 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791256.000000 Penalty: 94294.750000
Iteration 350Q: 43 clusters Score -1.277913e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22984 members 
Mstep: Class 5 contains 60915 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50193 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 10 contains 62892 members 
Mstep: Class 11 contains 86428 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 22357 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 75381 members 
Mstep: Class 18 contains 15365 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 101368 members 
Mstep: Class 22 contains 33564 members 
Mstep: Class 23 contains 59367 members 
Mstep: Class 24 contains 22231 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46418 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59249 members 
Mstep: Class 32 contains 61415 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 1686 members 
Mstep: Class 36 contains 10805 members 
Mstep: Class 37 contains 6085 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5895 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36561 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790792.000000 Penalty: 94294.750000
Iteration 351Q: 43 clusters Score -1.277908e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22987 members 
Mstep: Class 5 contains 60788 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50124 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 10 contains 62943 members 
Mstep: Class 11 contains 86351 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5051 members 
Mstep: Class 17 contains 75343 members 
Mstep: Class 18 contains 15347 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 101663 members 
Mstep: Class 22 contains 33441 members 
Mstep: Class 23 contains 59319 members 
Mstep: Class 24 contains 22200 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46399 members 
Mstep: Class 29 contains 3617 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59314 members 
Mstep: Class 32 contains 61452 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 1678 members 
Mstep: Class 36 contains 10803 members 
Mstep: Class 37 contains 6114 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5894 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 36552 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790200.000000 Penalty: 94294.750000
Iteration 352Q: 43 clusters Score -1.277902e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 22983 members 
Mstep: Class 5 contains 60592 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50073 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 10 contains 62988 members 
Mstep: Class 11 contains 86275 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 22382 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 75336 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5792 members 
Mstep: Class 21 contains 101956 members 
Mstep: Class 22 contains 33352 members 
Mstep: Class 23 contains 59236 members 
Mstep: Class 24 contains 22164 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46398 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59391 members 
Mstep: Class 32 contains 61487 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 1678 members 
Mstep: Class 36 contains 10802 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5895 members 
Mstep: Class 42 contains 3652 members 
Mstep: Class 43 contains 36551 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790256.000000 Penalty: 94294.750000
Iteration 353Q: 43 clusters Score -1.277903e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22981 members 
Mstep: Class 5 contains 60359 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50027 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 10 contains 63047 members 
Mstep: Class 11 contains 86219 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 22387 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5053 members 
Mstep: Class 17 contains 75311 members 
Mstep: Class 18 contains 15364 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 102251 members 
Mstep: Class 22 contains 33274 members 
Mstep: Class 23 contains 59162 members 
Mstep: Class 24 contains 22138 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46399 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59448 members 
Mstep: Class 32 contains 61507 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 10803 members 
Mstep: Class 37 contains 6158 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5896 members 
Mstep: Class 42 contains 3654 members 
Mstep: Class 43 contains 36560 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789864.000000 Penalty: 94294.750000
Iteration 354Q: 43 clusters Score -1.277899e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22972 members 
Mstep: Class 5 contains 60136 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49994 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 10 contains 63108 members 
Mstep: Class 11 contains 86154 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 22400 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 5045 members 
Mstep: Class 17 contains 75290 members 
Mstep: Class 18 contains 15356 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 102482 members 
Mstep: Class 22 contains 33275 members 
Mstep: Class 23 contains 59078 members 
Mstep: Class 24 contains 22111 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46403 members 
Mstep: Class 29 contains 3564 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59520 members 
Mstep: Class 32 contains 61518 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 1669 members 
Mstep: Class 36 contains 10801 members 
Mstep: Class 37 contains 6178 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5893 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 36591 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 73928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789768.000000 Penalty: 94294.750000
Iteration 355Q: 43 clusters Score -1.277898e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22964 members 
Mstep: Class 5 contains 59909 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49976 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 10 contains 63182 members 
Mstep: Class 11 contains 86092 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 22406 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 5036 members 
Mstep: Class 17 contains 75257 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 102691 members 
Mstep: Class 22 contains 33294 members 
Mstep: Class 23 contains 58988 members 
Mstep: Class 24 contains 22082 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46407 members 
Mstep: Class 29 contains 3552 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59584 members 
Mstep: Class 32 contains 61533 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 1668 members 
Mstep: Class 36 contains 10801 members 
Mstep: Class 37 contains 6208 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5888 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 36602 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789592.000000 Penalty: 94294.750000
Iteration 356Q: 43 clusters Score -1.277896e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 22957 members 
Mstep: Class 5 contains 59693 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49986 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 10 contains 63256 members 
Mstep: Class 11 contains 85997 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 22411 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 75228 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 21 contains 102905 members 
Mstep: Class 22 contains 33280 members 
Mstep: Class 23 contains 58906 members 
Mstep: Class 24 contains 22064 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46413 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59645 members 
Mstep: Class 32 contains 61542 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1664 members 
Mstep: Class 36 contains 10804 members 
Mstep: Class 37 contains 6237 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5884 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 36613 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789272.000000 Penalty: 94294.750000
Iteration 357Q: 43 clusters Score -1.277893e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 22946 members 
Mstep: Class 5 contains 59455 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49965 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 10 contains 63332 members 
Mstep: Class 11 contains 85919 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 22413 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 75211 members 
Mstep: Class 18 contains 15363 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5669 members 
Mstep: Class 21 contains 103116 members 
Mstep: Class 22 contains 33280 members 
Mstep: Class 23 contains 58834 members 
Mstep: Class 24 contains 22026 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46432 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59711 members 
Mstep: Class 32 contains 61559 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 1663 members 
Mstep: Class 36 contains 10803 members 
Mstep: Class 37 contains 6265 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5884 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 36631 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789408.000000 Penalty: 94294.750000
Iteration 358Q: 43 clusters Score -1.277894e+08 nChanged 1624
Entering ConstructFrom: 
Score: -127789408.000000 Penalty: 94294.750000
Entering ConstructFrom: 
Trying to split cluster 1 (27392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Entering Unmasked Estep 
Score: -3480790.500000 Penalty: 1660.426025
	Iteration 0F: 2 clusters Score -3480790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3462213.250000 Penalty: 3320.852051
	Iteration 0F: 3 clusters Score -3462213 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3469160.500000 Penalty: 3320.852051
	Iteration 1F: 3 clusters Score -3469160 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3469622.250000 Penalty: 3320.852051
	Iteration 2Q: 3 clusters Score -3469622 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3470152.500000 Penalty: 3320.852051
	Iteration 3Q: 3 clusters Score -3470152 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3470850.500000 Penalty: 3320.852051
	Iteration 4Q: 3 clusters Score -3470850 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3471696.750000 Penalty: 3320.852051
	Iteration 5F: 3 clusters Score -3471697 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3472721.500000 Penalty: 3320.852051
	Iteration 6F: 3 clusters Score -3472722 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3473829.750000 Penalty: 3320.852051
	Iteration 7F: 3 clusters Score -3473830 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3474805.000000 Penalty: 3320.852051
	Iteration 8F: 3 clusters Score -3474805 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3475525.500000 Penalty: 3320.852051
	Iteration 9Q: 3 clusters Score -3475526 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3476005.250000 Penalty: 3320.852051
	Iteration 10Q: 3 clusters Score -3476005 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3476267.500000 Penalty: 3320.852051
	Iteration 11Q: 3 clusters Score -3476268 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3476455.250000 Penalty: 3320.852051
	Iteration 12Q: 3 clusters Score -3476455 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3476601.000000 Penalty: 3320.852051
	Iteration 13Q: 3 clusters Score -3476601 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3476707.500000 Penalty: 3320.852051
	Iteration 14Q: 3 clusters Score -3476708 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3476863.500000 Penalty: 3320.852051
	Iteration 15Q: 3 clusters Score -3476864 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3476987.500000 Penalty: 3320.852051
	Iteration 16Q: 3 clusters Score -3476988 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3477148.250000 Penalty: 3320.852051
	Iteration 17Q: 3 clusters Score -3477148 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3477286.750000 Penalty: 3320.852051
	Iteration 18Q: 3 clusters Score -3477287 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3477440.250000 Penalty: 3320.852051
	Iteration 19Q: 3 clusters Score -3477440 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3477602.750000 Penalty: 3320.852051
	Iteration 20F: 3 clusters Score -3477603 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3477787.250000 Penalty: 3320.852051
	Iteration 21Q: 3 clusters Score -3477787 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3477966.250000 Penalty: 3320.852051
	Iteration 22Q: 3 clusters Score -3477966 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3478166.500000 Penalty: 3320.852051
	Iteration 23Q: 3 clusters Score -3478166 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3478328.750000 Penalty: 3320.852051
	Iteration 24Q: 3 clusters Score -3478329 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3478501.000000 Penalty: 3320.852051
	Iteration 25Q: 3 clusters Score -3478501 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3478639.750000 Penalty: 3320.852051
	Iteration 26Q: 3 clusters Score -3478640 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3478775.000000 Penalty: 3320.852051
	Iteration 27Q: 3 clusters Score -3478775 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3478910.000000 Penalty: 3320.852051
	Iteration 28Q: 3 clusters Score -3478910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3479023.500000 Penalty: 3320.852051
	Iteration 29Q: 3 clusters Score -3479024 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3479128.250000 Penalty: 3320.852051
	Iteration 30Q: 3 clusters Score -3479128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3479220.250000 Penalty: 3320.852051
	Iteration 31Q: 3 clusters Score -3479220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3479296.750000 Penalty: 3320.852051
	Iteration 32Q: 3 clusters Score -3479297 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3479362.500000 Penalty: 3320.852051
	Iteration 33Q: 3 clusters Score -3479362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3479400.000000 Penalty: 3320.852051
	Iteration 34Q: 3 clusters Score -3479400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3479451.750000 Penalty: 3320.852051
	Iteration 35Q: 3 clusters Score -3479452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3479503.750000 Penalty: 3320.852051
	Iteration 36Q: 3 clusters Score -3479504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3479530.750000 Penalty: 3320.852051
	Iteration 37Q: 3 clusters Score -3479531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3479554.750000 Penalty: 3320.852051
	Iteration 38Q: 3 clusters Score -3479555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3479583.000000 Penalty: 3320.852051
	Iteration 39Q: 3 clusters Score -3479583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3479592.500000 Penalty: 3320.852051
	Iteration 40F: 3 clusters Score -3479592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3479607.250000 Penalty: 3320.852051
	Iteration 41Q: 3 clusters Score -3479607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3479618.750000 Penalty: 3320.852051
	Iteration 42Q: 3 clusters Score -3479619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3479625.750000 Penalty: 3320.852051
	Iteration 43Q: 3 clusters Score -3479626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3479633.000000 Penalty: 3320.852051
	Iteration 44Q: 3 clusters Score -3479633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3479634.750000 Penalty: 3320.852051
	Iteration 45Q: 3 clusters Score -3479635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3479637.000000 Penalty: 3320.852051
	Iteration 46Q: 3 clusters Score -3479637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3479646.500000 Penalty: 3320.852051
	Iteration 47Q: 3 clusters Score -3479646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3479649.000000 Penalty: 3320.852051
	Iteration 48Q: 3 clusters Score -3479649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3479657.500000 Penalty: 3320.852051
	Iteration 49Q: 3 clusters Score -3479658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3479662.750000 Penalty: 3320.852051
	Iteration 50Q: 3 clusters Score -3479663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3479666.750000 Penalty: 3320.852051
	Iteration 51Q: 3 clusters Score -3479667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3479666.000000 Penalty: 3320.852051
	Iteration 52Q: 3 clusters Score -3479666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3479668.000000 Penalty: 3320.852051
	Iteration 53Q: 3 clusters Score -3479668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3479668.000000 Penalty: 3320.852051
	Iteration 54F: 3 clusters Score -3479668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -699780.000000 Penalty: 1399.147217
	Iteration 0F: 2 clusters Score -699780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -695503.312500 Penalty: 2798.294434
	Iteration 0F: 3 clusters Score -695503.3 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -696698.687500 Penalty: 2798.294434
	Iteration 1F: 3 clusters Score -696698.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -696953.062500 Penalty: 2798.294434
	Iteration 2F: 3 clusters Score -696953.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -697192.875000 Penalty: 2798.294434
	Iteration 3F: 3 clusters Score -697192.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -697446.437500 Penalty: 2798.294434
	Iteration 4F: 3 clusters Score -697446.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -697672.500000 Penalty: 2798.294434
	Iteration 5F: 3 clusters Score -697672.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -697884.250000 Penalty: 2798.294434
	Iteration 6F: 3 clusters Score -697884.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -698070.625000 Penalty: 2798.294434
	Iteration 7Q: 3 clusters Score -698070.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -698197.937500 Penalty: 2798.294434
	Iteration 8Q: 3 clusters Score -698197.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -698294.812500 Penalty: 2798.294434
	Iteration 9Q: 3 clusters Score -698294.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -698372.500000 Penalty: 2798.294434
	Iteration 10Q: 3 clusters Score -698372.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -698429.750000 Penalty: 2798.294434
	Iteration 11Q: 3 clusters Score -698429.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -698481.562500 Penalty: 2798.294434
	Iteration 12Q: 3 clusters Score -698481.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -698543.937500 Penalty: 2798.294434
	Iteration 13Q: 3 clusters Score -698543.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -698634.812500 Penalty: 2798.294434
	Iteration 14Q: 3 clusters Score -698634.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -698722.312500 Penalty: 2798.294434
	Iteration 15Q: 3 clusters Score -698722.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -698812.437500 Penalty: 2798.294434
	Iteration 16Q: 3 clusters Score -698812.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -698924.750000 Penalty: 2798.294434
	Iteration 17Q: 3 clusters Score -698924.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -699037.312500 Penalty: 2798.294434
	Iteration 18Q: 3 clusters Score -699037.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -699184.937500 Penalty: 2798.294434
	Iteration 19Q: 3 clusters Score -699184.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -699354.312500 Penalty: 2798.294434
	Iteration 20F: 3 clusters Score -699354.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -699485.625000 Penalty: 2798.294434
	Iteration 21Q: 3 clusters Score -699485.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -699539.625000 Penalty: 2798.294434
	Iteration 22Q: 3 clusters Score -699539.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -699568.375000 Penalty: 2798.294434
	Iteration 23Q: 3 clusters Score -699568.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -699581.312500 Penalty: 2798.294434
	Iteration 24Q: 3 clusters Score -699581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -699583.375000 Penalty: 2798.294434
	Iteration 25Q: 3 clusters Score -699583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -699586.687500 Penalty: 2798.294434
	Iteration 26Q: 3 clusters Score -699586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -699587.875000 Penalty: 2798.294434
	Iteration 27Q: 3 clusters Score -699587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -699592.500000 Penalty: 2798.294434
	Iteration 28Q: 3 clusters Score -699592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -699594.062500 Penalty: 2798.294434
	Iteration 29Q: 3 clusters Score -699594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -699595.687500 Penalty: 2798.294434
	Iteration 30Q: 3 clusters Score -699595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -699595.687500 Penalty: 2798.294434
	Iteration 31F: 3 clusters Score -699595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Entering Unmasked Estep 
Score: -2893806.750000 Penalty: 1631.596558
	Iteration 0F: 2 clusters Score -2893807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2878282.000000 Penalty: 3263.193115
	Iteration 0F: 3 clusters Score -2878282 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2884002.000000 Penalty: 3263.193115
	Iteration 1F: 3 clusters Score -2884002 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2884616.250000 Penalty: 3263.193115
	Iteration 2F: 3 clusters Score -2884616 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2885391.500000 Penalty: 3263.193115
	Iteration 3F: 3 clusters Score -2885392 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2886247.500000 Penalty: 3263.193115
	Iteration 4F: 3 clusters Score -2886248 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2887120.500000 Penalty: 3263.193115
	Iteration 5F: 3 clusters Score -2887120 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2888044.500000 Penalty: 3263.193115
	Iteration 6F: 3 clusters Score -2888044 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2888981.750000 Penalty: 3263.193115
	Iteration 7F: 3 clusters Score -2888982 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2889834.500000 Penalty: 3263.193115
	Iteration 8Q: 3 clusters Score -2889834 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2890535.750000 Penalty: 3263.193115
	Iteration 9Q: 3 clusters Score -2890536 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2891122.500000 Penalty: 3263.193115
	Iteration 10Q: 3 clusters Score -2891122 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2891568.250000 Penalty: 3263.193115
	Iteration 11Q: 3 clusters Score -2891568 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2891878.750000 Penalty: 3263.193115
	Iteration 12Q: 3 clusters Score -2891879 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2892091.750000 Penalty: 3263.193115
	Iteration 13Q: 3 clusters Score -2892092 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2892253.750000 Penalty: 3263.193115
	Iteration 14Q: 3 clusters Score -2892254 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2892336.500000 Penalty: 3263.193115
	Iteration 15Q: 3 clusters Score -2892336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2892422.750000 Penalty: 3263.193115
	Iteration 16Q: 3 clusters Score -2892423 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2892494.250000 Penalty: 3263.193115
	Iteration 17Q: 3 clusters Score -2892494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2892551.500000 Penalty: 3263.193115
	Iteration 18Q: 3 clusters Score -2892552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2892590.500000 Penalty: 3263.193115
	Iteration 19Q: 3 clusters Score -2892590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2892652.750000 Penalty: 3263.193115
	Iteration 20F: 3 clusters Score -2892653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2892690.000000 Penalty: 3263.193115
	Iteration 21Q: 3 clusters Score -2892690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2892722.750000 Penalty: 3263.193115
	Iteration 22Q: 3 clusters Score -2892723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2892757.250000 Penalty: 3263.193115
	Iteration 23Q: 3 clusters Score -2892757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2892796.000000 Penalty: 3263.193115
	Iteration 24Q: 3 clusters Score -2892796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2892818.000000 Penalty: 3263.193115
	Iteration 25Q: 3 clusters Score -2892818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2892833.750000 Penalty: 3263.193115
	Iteration 26Q: 3 clusters Score -2892834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2892849.000000 Penalty: 3263.193115
	Iteration 27Q: 3 clusters Score -2892849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2892867.000000 Penalty: 3263.193115
	Iteration 28Q: 3 clusters Score -2892867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2892883.250000 Penalty: 3263.193115
	Iteration 29Q: 3 clusters Score -2892883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2892894.000000 Penalty: 3263.193115
	Iteration 30Q: 3 clusters Score -2892894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2892908.000000 Penalty: 3263.193115
	Iteration 31Q: 3 clusters Score -2892908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2892909.000000 Penalty: 3263.193115
	Iteration 32Q: 3 clusters Score -2892909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2892920.000000 Penalty: 3263.193115
	Iteration 33Q: 3 clusters Score -2892920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2892930.000000 Penalty: 3263.193115
	Iteration 34Q: 3 clusters Score -2892930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2892932.500000 Penalty: 3263.193115
	Iteration 35Q: 3 clusters Score -2892932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2892928.000000 Penalty: 3263.193115
	Iteration 36Q: 3 clusters Score -2892928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2892932.000000 Penalty: 3263.193115
	Iteration 37Q: 3 clusters Score -2892932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2892931.500000 Penalty: 3263.193115
	Iteration 38Q: 3 clusters Score -2892932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2892942.500000 Penalty: 3263.193115
	Iteration 39Q: 3 clusters Score -2892942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2892942.500000 Penalty: 3263.193115
	Iteration 40F: 3 clusters Score -2892942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2892946.000000 Penalty: 3263.193115
	Iteration 41Q: 3 clusters Score -2892946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2892944.000000 Penalty: 3263.193115
	Iteration 42Q: 3 clusters Score -2892944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2892950.000000 Penalty: 3263.193115
	Iteration 43Q: 3 clusters Score -2892950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2892948.000000 Penalty: 3263.193115
	Iteration 44Q: 3 clusters Score -2892948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2892947.750000 Penalty: 3263.193115
	Iteration 45Q: 3 clusters Score -2892948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2892949.000000 Penalty: 3263.193115
	Iteration 46Q: 3 clusters Score -2892949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2892951.500000 Penalty: 3263.193115
	Iteration 47Q: 3 clusters Score -2892952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2892954.250000 Penalty: 3263.193115
	Iteration 48Q: 3 clusters Score -2892954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2892954.750000 Penalty: 3263.193115
	Iteration 49Q: 3 clusters Score -2892955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2892954.000000 Penalty: 3263.193115
	Iteration 50Q: 3 clusters Score -2892954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2892955.000000 Penalty: 3263.193115
	Iteration 51Q: 3 clusters Score -2892955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2892954.000000 Penalty: 3263.193115
	Iteration 52Q: 3 clusters Score -2892954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2892956.750000 Penalty: 3263.193115
	Iteration 53Q: 3 clusters Score -2892957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2892959.750000 Penalty: 3263.193115
	Iteration 54Q: 3 clusters Score -2892960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2892959.250000 Penalty: 3263.193115
	Iteration 55Q: 3 clusters Score -2892959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2892960.500000 Penalty: 3263.193115
	Iteration 56Q: 3 clusters Score -2892960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2892961.500000 Penalty: 3263.193115
	Iteration 57Q: 3 clusters Score -2892962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2892959.000000 Penalty: 3263.193115
	Iteration 58Q: 3 clusters Score -2892959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2892958.500000 Penalty: 3263.193115
	Iteration 59Q: 3 clusters Score -2892958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2892958.000000 Penalty: 3263.193115
	Iteration 60F: 3 clusters Score -2892958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2892958.750000 Penalty: 3263.193115
	Iteration 61Q: 3 clusters Score -2892959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2892958.750000 Penalty: 3263.193115
	Iteration 62F: 3 clusters Score -2892959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Entering Unmasked Estep 
Score: -7813558.500000 Penalty: 1785.717651
	Iteration 0F: 2 clusters Score -7813558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -7774473.500000 Penalty: 3571.435303
	Iteration 0F: 3 clusters Score -7774474 nChanged 28071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -7790319.500000 Penalty: 3571.435303
	Iteration 1F: 3 clusters Score -7790320 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7790971.000000 Penalty: 3571.435303
	Iteration 2Q: 3 clusters Score -7790971 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -7791809.000000 Penalty: 3571.435303
	Iteration 3Q: 3 clusters Score -7791809 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -7793072.500000 Penalty: 3571.435303
	Iteration 4Q: 3 clusters Score -7793072 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7795083.000000 Penalty: 3571.435303
	Iteration 5F: 3 clusters Score -7795083 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -7797899.000000 Penalty: 3571.435303
	Iteration 6F: 3 clusters Score -7797899 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -7801341.000000 Penalty: 3571.435303
	Iteration 7F: 3 clusters Score -7801341 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -7804800.500000 Penalty: 3571.435303
	Iteration 8F: 3 clusters Score -7804800 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -7807912.000000 Penalty: 3571.435303
	Iteration 9F: 3 clusters Score -7807912 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -7810120.500000 Penalty: 3571.435303
	Iteration 10Q: 3 clusters Score -7810120 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -7811283.000000 Penalty: 3571.435303
	Iteration 11Q: 3 clusters Score -7811283 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -7811672.000000 Penalty: 3571.435303
	Iteration 12Q: 3 clusters Score -7811672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -7811825.000000 Penalty: 3571.435303
	Iteration 13Q: 3 clusters Score -7811825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -7811880.500000 Penalty: 3571.435303
	Iteration 14Q: 3 clusters Score -7811880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -7811915.500000 Penalty: 3571.435303
	Iteration 15Q: 3 clusters Score -7811916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -7811932.500000 Penalty: 3571.435303
	Iteration 16Q: 3 clusters Score -7811932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -7811958.000000 Penalty: 3571.435303
	Iteration 17Q: 3 clusters Score -7811958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -7811970.000000 Penalty: 3571.435303
	Iteration 18Q: 3 clusters Score -7811970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -7811971.500000 Penalty: 3571.435303
	Iteration 19Q: 3 clusters Score -7811972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -7811975.000000 Penalty: 3571.435303
	Iteration 20F: 3 clusters Score -7811975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -7811974.500000 Penalty: 3571.435303
	Iteration 21Q: 3 clusters Score -7811974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -7811976.500000 Penalty: 3571.435303
	Iteration 22Q: 3 clusters Score -7811976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -7811980.500000 Penalty: 3571.435303
	Iteration 23Q: 3 clusters Score -7811980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -7811980.500000 Penalty: 3571.435303
	Iteration 24F: 3 clusters Score -7811980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -53748.148438 Penalty: 1014.992310
	Iteration 0F: 2 clusters Score -53748.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52753.921875 Penalty: 2029.984619
	Iteration 0F: 3 clusters Score -52753.92 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52956.183594 Penalty: 2029.984619
	Iteration 1F: 3 clusters Score -52956.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53023.332031 Penalty: 2029.984619
	Iteration 2F: 3 clusters Score -53023.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53056.210938 Penalty: 2029.984619
	Iteration 3Q: 3 clusters Score -53056.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53092.128906 Penalty: 2029.984619
	Iteration 4Q: 3 clusters Score -53092.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53117.207031 Penalty: 2029.984619
	Iteration 5Q: 3 clusters Score -53117.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53151.878906 Penalty: 2029.984619
	Iteration 6Q: 3 clusters Score -53151.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53206.035156 Penalty: 2029.984619
	Iteration 7Q: 3 clusters Score -53206.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53272.542969 Penalty: 2029.984619
	Iteration 8Q: 3 clusters Score -53272.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53327.203125 Penalty: 2029.984619
	Iteration 9Q: 3 clusters Score -53327.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53366.402344 Penalty: 2029.984619
	Iteration 10Q: 3 clusters Score -53366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53392.375000 Penalty: 2029.984619
	Iteration 11Q: 3 clusters Score -53392.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53405.636719 Penalty: 2029.984619
	Iteration 12Q: 3 clusters Score -53405.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53421.386719 Penalty: 2029.984619
	Iteration 13Q: 3 clusters Score -53421.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53440.183594 Penalty: 2029.984619
	Iteration 14Q: 3 clusters Score -53440.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53455.847656 Penalty: 2029.984619
	Iteration 15Q: 3 clusters Score -53455.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53477.121094 Penalty: 2029.984619
	Iteration 16Q: 3 clusters Score -53477.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53490.316406 Penalty: 2029.984619
	Iteration 17Q: 3 clusters Score -53490.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53490.984375 Penalty: 2029.984619
	Iteration 18Q: 3 clusters Score -53490.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53490.984375 Penalty: 2029.984619
	Iteration 19F: 3 clusters Score -53490.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Entering Unmasked Estep 
Score: -6652795.500000 Penalty: 1758.145630
	Iteration 0F: 2 clusters Score -6652796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -6619391.000000 Penalty: 3516.291260
	Iteration 0F: 3 clusters Score -6619391 nChanged 23527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6632417.000000 Penalty: 3516.291260
	Iteration 1F: 3 clusters Score -6632417 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6632717.500000 Penalty: 3516.291260
	Iteration 2Q: 3 clusters Score -6632718 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6633050.500000 Penalty: 3516.291260
	Iteration 3Q: 3 clusters Score -6633050 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6633438.000000 Penalty: 3516.291260
	Iteration 4Q: 3 clusters Score -6633438 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6633856.500000 Penalty: 3516.291260
	Iteration 5Q: 3 clusters Score -6633856 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6634459.500000 Penalty: 3516.291260
	Iteration 6Q: 3 clusters Score -6634460 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -6635308.000000 Penalty: 3516.291260
	Iteration 7Q: 3 clusters Score -6635308 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -6636767.000000 Penalty: 3516.291260
	Iteration 8Q: 3 clusters Score -6636767 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -6638845.500000 Penalty: 3516.291260
	Iteration 9F: 3 clusters Score -6638846 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -6641120.500000 Penalty: 3516.291260
	Iteration 10F: 3 clusters Score -6641120 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6642456.500000 Penalty: 3516.291260
	Iteration 11F: 3 clusters Score -6642456 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6642951.500000 Penalty: 3516.291260
	Iteration 12Q: 3 clusters Score -6642952 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6643277.000000 Penalty: 3516.291260
	Iteration 13Q: 3 clusters Score -6643277 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6643766.000000 Penalty: 3516.291260
	Iteration 14Q: 3 clusters Score -6643766 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6644326.500000 Penalty: 3516.291260
	Iteration 15Q: 3 clusters Score -6644326 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6645115.000000 Penalty: 3516.291260
	Iteration 16Q: 3 clusters Score -6645115 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6646027.000000 Penalty: 3516.291260
	Iteration 17Q: 3 clusters Score -6646027 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6647135.000000 Penalty: 3516.291260
	Iteration 18Q: 3 clusters Score -6647135 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6648234.500000 Penalty: 3516.291260
	Iteration 19Q: 3 clusters Score -6648234 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -6649135.000000 Penalty: 3516.291260
	Iteration 20F: 3 clusters Score -6649135 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -6649758.500000 Penalty: 3516.291260
	Iteration 21Q: 3 clusters Score -6649758 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6650132.500000 Penalty: 3516.291260
	Iteration 22Q: 3 clusters Score -6650132 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6650366.500000 Penalty: 3516.291260
	Iteration 23Q: 3 clusters Score -6650366 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6650482.000000 Penalty: 3516.291260
	Iteration 24Q: 3 clusters Score -6650482 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -6650553.000000 Penalty: 3516.291260
	Iteration 25Q: 3 clusters Score -6650553 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -6650595.500000 Penalty: 3516.291260
	Iteration 26Q: 3 clusters Score -6650596 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -6650610.000000 Penalty: 3516.291260
	Iteration 27Q: 3 clusters Score -6650610 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6650632.000000 Penalty: 3516.291260
	Iteration 28Q: 3 clusters Score -6650632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6650638.500000 Penalty: 3516.291260
	Iteration 29Q: 3 clusters Score -6650638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -6650673.000000 Penalty: 3516.291260
	Iteration 30Q: 3 clusters Score -6650673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6650673.500000 Penalty: 3516.291260
	Iteration 31Q: 3 clusters Score -6650674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -6650693.500000 Penalty: 3516.291260
	Iteration 32Q: 3 clusters Score -6650694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -6650688.500000 Penalty: 3516.291260
	Iteration 33Q: 3 clusters Score -6650688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -6650676.500000 Penalty: 3516.291260
	Iteration 34Q: 3 clusters Score -6650676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6650689.000000 Penalty: 3516.291260
	Iteration 35Q: 3 clusters Score -6650689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6650696.000000 Penalty: 3516.291260
	Iteration 36Q: 3 clusters Score -6650696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -6650701.000000 Penalty: 3516.291260
	Iteration 37Q: 3 clusters Score -6650701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -6650704.000000 Penalty: 3516.291260
	Iteration 38Q: 3 clusters Score -6650704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -6650684.000000 Penalty: 3516.291260
	Iteration 39Q: 3 clusters Score -6650684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6650690.500000 Penalty: 3516.291260
	Iteration 40F: 3 clusters Score -6650690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -6650698.000000 Penalty: 3516.291260
	Iteration 41Q: 3 clusters Score -6650698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6650691.000000 Penalty: 3516.291260
	Iteration 42Q: 3 clusters Score -6650691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -6650693.000000 Penalty: 3516.291260
	Iteration 43Q: 3 clusters Score -6650693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -6650692.000000 Penalty: 3516.291260
	Iteration 44Q: 3 clusters Score -6650692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6650693.000000 Penalty: 3516.291260
	Iteration 45Q: 3 clusters Score -6650693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -6650693.500000 Penalty: 3516.291260
	Iteration 46Q: 3 clusters Score -6650694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -6650704.000000 Penalty: 3516.291260
	Iteration 47Q: 3 clusters Score -6650704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -6650702.500000 Penalty: 3516.291260
	Iteration 48Q: 3 clusters Score -6650702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -6650699.000000 Penalty: 3516.291260
	Iteration 49Q: 3 clusters Score -6650699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -6650699.000000 Penalty: 3516.291260
	Iteration 50Q: 3 clusters Score -6650699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -6650715.000000 Penalty: 3516.291260
	Iteration 51Q: 3 clusters Score -6650715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -6650699.500000 Penalty: 3516.291260
	Iteration 52Q: 3 clusters Score -6650700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6650701.000000 Penalty: 3516.291260
	Iteration 53Q: 3 clusters Score -6650701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -6650702.000000 Penalty: 3516.291260
	Iteration 54Q: 3 clusters Score -6650702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -6650712.500000 Penalty: 3516.291260
	Iteration 55Q: 3 clusters Score -6650712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -6650711.000000 Penalty: 3516.291260
	Iteration 56Q: 3 clusters Score -6650711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -6650709.500000 Penalty: 3516.291260
	Iteration 57Q: 3 clusters Score -6650710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -6650715.000000 Penalty: 3516.291260
	Iteration 58Q: 3 clusters Score -6650715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -6650715.000000 Penalty: 3516.291260
	Iteration 59Q: 3 clusters Score -6650715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6650716.000000 Penalty: 3516.291260
	Iteration 60F: 3 clusters Score -6650716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Entering Unmasked Estep 
Score: -612975.312500 Penalty: 1376.969727
	Iteration 0F: 2 clusters Score -612975.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -609121.562500 Penalty: 2753.939453
	Iteration 0F: 3 clusters Score -609121.6 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -610090.062500 Penalty: 2753.939453
	Iteration 1F: 3 clusters Score -610090.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -610248.812500 Penalty: 2753.939453
	Iteration 2F: 3 clusters Score -610248.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -610351.875000 Penalty: 2753.939453
	Iteration 3Q: 3 clusters Score -610351.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -610419.500000 Penalty: 2753.939453
	Iteration 4Q: 3 clusters Score -610419.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -610477.687500 Penalty: 2753.939453
	Iteration 5Q: 3 clusters Score -610477.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -610530.062500 Penalty: 2753.939453
	Iteration 6Q: 3 clusters Score -610530.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -610561.125000 Penalty: 2753.939453
	Iteration 7Q: 3 clusters Score -610561.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -610590.437500 Penalty: 2753.939453
	Iteration 8Q: 3 clusters Score -610590.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -610618.500000 Penalty: 2753.939453
	Iteration 9Q: 3 clusters Score -610618.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -610643.187500 Penalty: 2753.939453
	Iteration 10Q: 3 clusters Score -610643.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -610665.812500 Penalty: 2753.939453
	Iteration 11Q: 3 clusters Score -610665.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -610693.187500 Penalty: 2753.939453
	Iteration 12Q: 3 clusters Score -610693.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -610736.000000 Penalty: 2753.939453
	Iteration 13Q: 3 clusters Score -610736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -610807.562500 Penalty: 2753.939453
	Iteration 14Q: 3 clusters Score -610807.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -610901.500000 Penalty: 2753.939453
	Iteration 15Q: 3 clusters Score -610901.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -611006.312500 Penalty: 2753.939453
	Iteration 16Q: 3 clusters Score -611006.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -611132.250000 Penalty: 2753.939453
	Iteration 17Q: 3 clusters Score -611132.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -611282.562500 Penalty: 2753.939453
	Iteration 18Q: 3 clusters Score -611282.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -611423.812500 Penalty: 2753.939453
	Iteration 19Q: 3 clusters Score -611423.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -611534.125000 Penalty: 2753.939453
	Iteration 20F: 3 clusters Score -611534.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -611606.187500 Penalty: 2753.939453
	Iteration 21Q: 3 clusters Score -611606.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -611661.312500 Penalty: 2753.939453
	Iteration 22Q: 3 clusters Score -611661.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -611700.312500 Penalty: 2753.939453
	Iteration 23Q: 3 clusters Score -611700.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -611729.000000 Penalty: 2753.939453
	Iteration 24Q: 3 clusters Score -611729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -611745.000000 Penalty: 2753.939453
	Iteration 25Q: 3 clusters Score -611745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -611755.625000 Penalty: 2753.939453
	Iteration 26Q: 3 clusters Score -611755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -611767.375000 Penalty: 2753.939453
	Iteration 27Q: 3 clusters Score -611767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -611772.312500 Penalty: 2753.939453
	Iteration 28Q: 3 clusters Score -611772.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -611782.687500 Penalty: 2753.939453
	Iteration 29Q: 3 clusters Score -611782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -611789.250000 Penalty: 2753.939453
	Iteration 30Q: 3 clusters Score -611789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -611794.562500 Penalty: 2753.939453
	Iteration 31Q: 3 clusters Score -611794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -611800.375000 Penalty: 2753.939453
	Iteration 32Q: 3 clusters Score -611800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -611802.187500 Penalty: 2753.939453
	Iteration 33Q: 3 clusters Score -611802.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -611809.500000 Penalty: 2753.939453
	Iteration 34Q: 3 clusters Score -611809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -611816.687500 Penalty: 2753.939453
	Iteration 35Q: 3 clusters Score -611816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -611822.312500 Penalty: 2753.939453
	Iteration 36Q: 3 clusters Score -611822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -611829.250000 Penalty: 2753.939453
	Iteration 37Q: 3 clusters Score -611829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -611831.125000 Penalty: 2753.939453
	Iteration 38Q: 3 clusters Score -611831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -611834.812500 Penalty: 2753.939453
	Iteration 39Q: 3 clusters Score -611834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -611835.187500 Penalty: 2753.939453
	Iteration 40F: 3 clusters Score -611835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -611837.250000 Penalty: 2753.939453
	Iteration 41Q: 3 clusters Score -611837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -611836.875000 Penalty: 2753.939453
	Iteration 42Q: 3 clusters Score -611836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -611837.812500 Penalty: 2753.939453
	Iteration 43Q: 3 clusters Score -611837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -611838.000000 Penalty: 2753.939453
	Iteration 44Q: 3 clusters Score -611838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -611838.000000 Penalty: 2753.939453
	Iteration 45F: 3 clusters Score -611838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Entering Unmasked Estep 
Score: -8098993.000000 Penalty: 1796.805786
	Iteration 0F: 2 clusters Score -8098993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -8056423.000000 Penalty: 3593.611572
	Iteration 0F: 3 clusters Score -8056423 nChanged 29892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -8073641.000000 Penalty: 3593.611572
	Iteration 1F: 3 clusters Score -8073641 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -8074326.500000 Penalty: 3593.611572
	Iteration 2Q: 3 clusters Score -8074326 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -8075280.000000 Penalty: 3593.611572
	Iteration 3Q: 3 clusters Score -8075280 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -8076848.000000 Penalty: 3593.611572
	Iteration 4F: 3 clusters Score -8076848 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8079660.500000 Penalty: 3593.611572
	Iteration 5F: 3 clusters Score -8079660 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -8084069.500000 Penalty: 3593.611572
	Iteration 6F: 3 clusters Score -8084070 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -8089176.500000 Penalty: 3593.611572
	Iteration 7F: 3 clusters Score -8089176 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -8093429.500000 Penalty: 3593.611572
	Iteration 8F: 3 clusters Score -8093430 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8095846.000000 Penalty: 3593.611572
	Iteration 9Q: 3 clusters Score -8095846 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -8096830.000000 Penalty: 3593.611572
	Iteration 10Q: 3 clusters Score -8096830 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -8097121.500000 Penalty: 3593.611572
	Iteration 11Q: 3 clusters Score -8097122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -8097234.500000 Penalty: 3593.611572
	Iteration 12Q: 3 clusters Score -8097234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -8097298.500000 Penalty: 3593.611572
	Iteration 13Q: 3 clusters Score -8097298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -8097353.000000 Penalty: 3593.611572
	Iteration 14Q: 3 clusters Score -8097353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -8097381.000000 Penalty: 3593.611572
	Iteration 15Q: 3 clusters Score -8097381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -8097402.000000 Penalty: 3593.611572
	Iteration 16Q: 3 clusters Score -8097402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -8097415.000000 Penalty: 3593.611572
	Iteration 17Q: 3 clusters Score -8097415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8097426.500000 Penalty: 3593.611572
	Iteration 18Q: 3 clusters Score -8097426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -8097434.500000 Penalty: 3593.611572
	Iteration 19Q: 3 clusters Score -8097434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -8097435.500000 Penalty: 3593.611572
	Iteration 20F: 3 clusters Score -8097436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -8097444.500000 Penalty: 3593.611572
	Iteration 21Q: 3 clusters Score -8097444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -8097450.000000 Penalty: 3593.611572
	Iteration 22Q: 3 clusters Score -8097450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8097447.000000 Penalty: 3593.611572
	Iteration 23Q: 3 clusters Score -8097447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8097447.000000 Penalty: 3593.611572
	Iteration 24F: 3 clusters Score -8097447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Entering Unmasked Estep 
Score: -11387543.000000 Penalty: 1846.008789
	Iteration 0F: 2 clusters Score -1.138754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -11335177.000000 Penalty: 3692.017578
	Iteration 0F: 3 clusters Score -1.133518e+07 nChanged 40923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -11359026.000000 Penalty: 3692.017578
	Iteration 1F: 3 clusters Score -1.135903e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -11359827.000000 Penalty: 3692.017578
	Iteration 2Q: 3 clusters Score -1.135983e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -11360846.000000 Penalty: 3692.017578
	Iteration 3Q: 3 clusters Score -1.136085e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -11362156.000000 Penalty: 3692.017578
	Iteration 4Q: 3 clusters Score -1.136216e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -11364014.000000 Penalty: 3692.017578
	Iteration 5Q: 3 clusters Score -1.136401e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -11366510.000000 Penalty: 3692.017578
	Iteration 6F: 3 clusters Score -1.136651e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -11369684.000000 Penalty: 3692.017578
	Iteration 7F: 3 clusters Score -1.136968e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -11373537.000000 Penalty: 3692.017578
	Iteration 8F: 3 clusters Score -1.137354e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -11377874.000000 Penalty: 3692.017578
	Iteration 9F: 3 clusters Score -1.137787e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -11382116.000000 Penalty: 3692.017578
	Iteration 10F: 3 clusters Score -1.138212e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -11385232.000000 Penalty: 3692.017578
	Iteration 11Q: 3 clusters Score -1.138523e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -11386931.000000 Penalty: 3692.017578
	Iteration 12Q: 3 clusters Score -1.138693e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -11387855.000000 Penalty: 3692.017578
	Iteration 13Q: 3 clusters Score -1.138786e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -11388424.000000 Penalty: 3692.017578
	Iteration 14Q: 3 clusters Score -1.138842e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -11388703.000000 Penalty: 3692.017578
	Iteration 15Q: 3 clusters Score -1.13887e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -11388888.000000 Penalty: 3692.017578
	Iteration 16Q: 3 clusters Score -1.138889e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -11389040.000000 Penalty: 3692.017578
	Iteration 17Q: 3 clusters Score -1.138904e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -11389083.000000 Penalty: 3692.017578
	Iteration 18Q: 3 clusters Score -1.138908e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -11389119.000000 Penalty: 3692.017578
	Iteration 19Q: 3 clusters Score -1.138912e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -11389161.000000 Penalty: 3692.017578
	Iteration 20F: 3 clusters Score -1.138916e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -11389164.000000 Penalty: 3692.017578
	Iteration 21Q: 3 clusters Score -1.138916e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -11389159.000000 Penalty: 3692.017578
	Iteration 22Q: 3 clusters Score -1.138916e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -11389164.000000 Penalty: 3692.017578
	Iteration 23Q: 3 clusters Score -1.138916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -11389132.000000 Penalty: 3692.017578
	Iteration 24Q: 3 clusters Score -1.138913e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -11389122.000000 Penalty: 3692.017578
	Iteration 25Q: 3 clusters Score -1.138912e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -11389133.000000 Penalty: 3692.017578
	Iteration 26Q: 3 clusters Score -1.138913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -11389138.000000 Penalty: 3692.017578
	Iteration 27Q: 3 clusters Score -1.138914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -11389131.000000 Penalty: 3692.017578
	Iteration 28Q: 3 clusters Score -1.138913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -11389125.000000 Penalty: 3692.017578
	Iteration 29Q: 3 clusters Score -1.138912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -11389126.000000 Penalty: 3692.017578
	Iteration 30Q: 3 clusters Score -1.138913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -11389129.000000 Penalty: 3692.017578
	Iteration 31Q: 3 clusters Score -1.138913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -11389138.000000 Penalty: 3692.017578
	Iteration 32Q: 3 clusters Score -1.138914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -11389135.000000 Penalty: 3692.017578
	Iteration 33Q: 3 clusters Score -1.138914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -11389147.000000 Penalty: 3692.017578
	Iteration 34Q: 3 clusters Score -1.138915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -11389141.000000 Penalty: 3692.017578
	Iteration 35Q: 3 clusters Score -1.138914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -11389154.000000 Penalty: 3692.017578
	Iteration 36Q: 3 clusters Score -1.138915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -11389145.000000 Penalty: 3692.017578
	Iteration 37Q: 3 clusters Score -1.138914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -11389143.000000 Penalty: 3692.017578
	Iteration 38Q: 3 clusters Score -1.138914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -11389139.000000 Penalty: 3692.017578
	Iteration 39Q: 3 clusters Score -1.138914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -11389131.000000 Penalty: 3692.017578
	Iteration 40F: 3 clusters Score -1.138913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -11389137.000000 Penalty: 3692.017578
	Iteration 41Q: 3 clusters Score -1.138914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -11389132.000000 Penalty: 3692.017578
	Iteration 42Q: 3 clusters Score -1.138913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -11389134.000000 Penalty: 3692.017578
	Iteration 43Q: 3 clusters Score -1.138913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -11389134.000000 Penalty: 3692.017578
	Iteration 44F: 3 clusters Score -1.138913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22939 members 
Mstep: Class 4 contains 54865 members 
Mstep: Class 5 contains 59221 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49979 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 10 contains 63403 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 22410 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 75176 members 
Mstep: Class 18 contains 15388 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 103295 members 
Mstep: Class 22 contains 33302 members 
Mstep: Class 23 contains 58735 members 
Mstep: Class 24 contains 21997 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46445 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59791 members 
Mstep: Class 32 contains 61552 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 1664 members 
Mstep: Class 36 contains 10802 members 
Mstep: Class 37 contains 6296 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5885 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 36673 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74262 members 
Entering Unmasked Estep 
Score: -127790976.000000 Penalty: 96539.859375
Splitting cluster 11 changes total score from -127789408.000000 to -127790976.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -390981.125000 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -390981.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -388024.531250 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -388024.5 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -388791.968750 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -388792 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -388980.656250 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -388980.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -389110.812500 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -389110.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -389210.281250 Penalty: 2634.715332
	Iteration 4Q: 3 clusters Score -389210.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -389295.093750 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -389295.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -389368.093750 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -389368.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -389435.187500 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -389435.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -389492.250000 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -389492.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -389545.406250 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -389545.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -389583.531250 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -389583.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -389620.000000 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -389620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389653.125000 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -389653.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -389688.843750 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -389688.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -389721.031250 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -389721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -389747.125000 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -389747.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -389766.437500 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -389766.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -389784.656250 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -389784.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -389799.718750 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -389799.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -389815.187500 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -389815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -389831.750000 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -389831.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -389840.062500 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -389840.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -389852.875000 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -389852.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -389861.906250 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -389861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -389871.125000 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -389871.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -389884.062500 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -389884.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -389896.531250 Penalty: 2634.715332
	Iteration 26Q: 3 clusters Score -389896.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -389907.812500 Penalty: 2634.715332
	Iteration 27Q: 3 clusters Score -389907.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -389920.812500 Penalty: 2634.715332
	Iteration 28Q: 3 clusters Score -389920.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -389929.750000 Penalty: 2634.715332
	Iteration 29Q: 3 clusters Score -389929.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -389939.906250 Penalty: 2634.715332
	Iteration 30Q: 3 clusters Score -389939.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -389948.156250 Penalty: 2634.715332
	Iteration 31Q: 3 clusters Score -389948.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -389955.562500 Penalty: 2634.715332
	Iteration 32Q: 3 clusters Score -389955.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -389959.375000 Penalty: 2634.715332
	Iteration 33Q: 3 clusters Score -389959.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -389963.093750 Penalty: 2634.715332
	Iteration 34Q: 3 clusters Score -389963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -389964.531250 Penalty: 2634.715332
	Iteration 35Q: 3 clusters Score -389964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -389965.531250 Penalty: 2634.715332
	Iteration 36Q: 3 clusters Score -389965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -389966.375000 Penalty: 2634.715332
	Iteration 37Q: 3 clusters Score -389966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -389968.156250 Penalty: 2634.715332
	Iteration 38Q: 3 clusters Score -389968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -389970.468750 Penalty: 2634.715332
	Iteration 39Q: 3 clusters Score -389970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -389972.062500 Penalty: 2634.715332
	Iteration 40F: 3 clusters Score -389972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -389973.281250 Penalty: 2634.715332
	Iteration 41Q: 3 clusters Score -389973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -389973.500000 Penalty: 2634.715332
	Iteration 42Q: 3 clusters Score -389973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -389974.531250 Penalty: 2634.715332
	Iteration 43Q: 3 clusters Score -389974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -389974.531250 Penalty: 2634.715332
	Iteration 44F: 3 clusters Score -389974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -855971.375000 Penalty: 1434.725464
	Iteration 0F: 2 clusters Score -855971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -850752.250000 Penalty: 2869.450928
	Iteration 0F: 3 clusters Score -850752.2 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -852267.812500 Penalty: 2869.450928
	Iteration 1F: 3 clusters Score -852267.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -852484.187500 Penalty: 2869.450928
	Iteration 2F: 3 clusters Score -852484.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -852630.500000 Penalty: 2869.450928
	Iteration 3F: 3 clusters Score -852630.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -852761.375000 Penalty: 2869.450928
	Iteration 4Q: 3 clusters Score -852761.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -852895.000000 Penalty: 2869.450928
	Iteration 5Q: 3 clusters Score -852895 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -853023.437500 Penalty: 2869.450928
	Iteration 6Q: 3 clusters Score -853023.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -853161.062500 Penalty: 2869.450928
	Iteration 7Q: 3 clusters Score -853161.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -853299.437500 Penalty: 2869.450928
	Iteration 8Q: 3 clusters Score -853299.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -853417.062500 Penalty: 2869.450928
	Iteration 9Q: 3 clusters Score -853417.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -853561.687500 Penalty: 2869.450928
	Iteration 10Q: 3 clusters Score -853561.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -853706.875000 Penalty: 2869.450928
	Iteration 11Q: 3 clusters Score -853706.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -853868.062500 Penalty: 2869.450928
	Iteration 12Q: 3 clusters Score -853868.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -854023.625000 Penalty: 2869.450928
	Iteration 13Q: 3 clusters Score -854023.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -854192.562500 Penalty: 2869.450928
	Iteration 14Q: 3 clusters Score -854192.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -854385.312500 Penalty: 2869.450928
	Iteration 15Q: 3 clusters Score -854385.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -854518.375000 Penalty: 2869.450928
	Iteration 16Q: 3 clusters Score -854518.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -854614.062500 Penalty: 2869.450928
	Iteration 17Q: 3 clusters Score -854614.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -854673.812500 Penalty: 2869.450928
	Iteration 18Q: 3 clusters Score -854673.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -854726.875000 Penalty: 2869.450928
	Iteration 19Q: 3 clusters Score -854726.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -854756.312500 Penalty: 2869.450928
	Iteration 20F: 3 clusters Score -854756.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -854783.250000 Penalty: 2869.450928
	Iteration 21Q: 3 clusters Score -854783.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -854801.687500 Penalty: 2869.450928
	Iteration 22Q: 3 clusters Score -854801.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -854808.000000 Penalty: 2869.450928
	Iteration 23Q: 3 clusters Score -854808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -854816.312500 Penalty: 2869.450928
	Iteration 24Q: 3 clusters Score -854816.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -854830.500000 Penalty: 2869.450928
	Iteration 25Q: 3 clusters Score -854830.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -854844.812500 Penalty: 2869.450928
	Iteration 26Q: 3 clusters Score -854844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -854852.937500 Penalty: 2869.450928
	Iteration 27Q: 3 clusters Score -854852.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -854862.812500 Penalty: 2869.450928
	Iteration 28Q: 3 clusters Score -854862.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -854875.937500 Penalty: 2869.450928
	Iteration 29Q: 3 clusters Score -854875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -854887.250000 Penalty: 2869.450928
	Iteration 30Q: 3 clusters Score -854887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -854896.437500 Penalty: 2869.450928
	Iteration 31Q: 3 clusters Score -854896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -854905.312500 Penalty: 2869.450928
	Iteration 32Q: 3 clusters Score -854905.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -854919.812500 Penalty: 2869.450928
	Iteration 33Q: 3 clusters Score -854919.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -854931.062500 Penalty: 2869.450928
	Iteration 34Q: 3 clusters Score -854931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -854938.062500 Penalty: 2869.450928
	Iteration 35Q: 3 clusters Score -854938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -854941.562500 Penalty: 2869.450928
	Iteration 36Q: 3 clusters Score -854941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -854944.812500 Penalty: 2869.450928
	Iteration 37Q: 3 clusters Score -854944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -854945.937500 Penalty: 2869.450928
	Iteration 38Q: 3 clusters Score -854945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -854949.812500 Penalty: 2869.450928
	Iteration 39Q: 3 clusters Score -854949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -854950.875000 Penalty: 2869.450928
	Iteration 40F: 3 clusters Score -854950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -854952.000000 Penalty: 2869.450928
	Iteration 41Q: 3 clusters Score -854952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -854954.750000 Penalty: 2869.450928
	Iteration 42Q: 3 clusters Score -854954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -854961.500000 Penalty: 2869.450928
	Iteration 43Q: 3 clusters Score -854961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -854965.875000 Penalty: 2869.450928
	Iteration 44Q: 3 clusters Score -854965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -854972.250000 Penalty: 2869.450928
	Iteration 45Q: 3 clusters Score -854972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -854978.562500 Penalty: 2869.450928
	Iteration 46Q: 3 clusters Score -854978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -854981.312500 Penalty: 2869.450928
	Iteration 47Q: 3 clusters Score -854981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -854985.687500 Penalty: 2869.450928
	Iteration 48Q: 3 clusters Score -854985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -854986.437500 Penalty: 2869.450928
	Iteration 49Q: 3 clusters Score -854986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -854986.937500 Penalty: 2869.450928
	Iteration 50Q: 3 clusters Score -854986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -854988.562500 Penalty: 2869.450928
	Iteration 51Q: 3 clusters Score -854988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -854992.125000 Penalty: 2869.450928
	Iteration 52Q: 3 clusters Score -854992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -854992.125000 Penalty: 2869.450928
	Iteration 53Q: 3 clusters Score -854992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -854993.312500 Penalty: 2869.450928
	Iteration 54Q: 3 clusters Score -854993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -854992.687500 Penalty: 2869.450928
	Iteration 55Q: 3 clusters Score -854992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -854993.000000 Penalty: 2869.450928
	Iteration 56Q: 3 clusters Score -854993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -854993.000000 Penalty: 2869.450928
	Iteration 57F: 3 clusters Score -854993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Entering Unmasked Estep 
Score: -2907723.750000 Penalty: 1627.805176
	Iteration 0F: 2 clusters Score -2907724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2892491.750000 Penalty: 3255.610352
	Iteration 0F: 3 clusters Score -2892492 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2897986.250000 Penalty: 3255.610352
	Iteration 1F: 3 clusters Score -2897986 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2898312.000000 Penalty: 3255.610352
	Iteration 2Q: 3 clusters Score -2898312 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2898628.750000 Penalty: 3255.610352
	Iteration 3Q: 3 clusters Score -2898629 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2898952.500000 Penalty: 3255.610352
	Iteration 4Q: 3 clusters Score -2898952 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2899375.500000 Penalty: 3255.610352
	Iteration 5Q: 3 clusters Score -2899376 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2899950.000000 Penalty: 3255.610352
	Iteration 6Q: 3 clusters Score -2899950 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2900787.750000 Penalty: 3255.610352
	Iteration 7F: 3 clusters Score -2900788 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2901930.500000 Penalty: 3255.610352
	Iteration 8F: 3 clusters Score -2901930 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2903408.500000 Penalty: 3255.610352
	Iteration 9F: 3 clusters Score -2903408 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2904723.750000 Penalty: 3255.610352
	Iteration 10F: 3 clusters Score -2904724 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2905558.750000 Penalty: 3255.610352
	Iteration 11Q: 3 clusters Score -2905559 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2905959.500000 Penalty: 3255.610352
	Iteration 12Q: 3 clusters Score -2905960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2906119.250000 Penalty: 3255.610352
	Iteration 13Q: 3 clusters Score -2906119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2906193.000000 Penalty: 3255.610352
	Iteration 14Q: 3 clusters Score -2906193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2906241.250000 Penalty: 3255.610352
	Iteration 15Q: 3 clusters Score -2906241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2906268.000000 Penalty: 3255.610352
	Iteration 16Q: 3 clusters Score -2906268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2906284.750000 Penalty: 3255.610352
	Iteration 17Q: 3 clusters Score -2906285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2906292.500000 Penalty: 3255.610352
	Iteration 18Q: 3 clusters Score -2906292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2906304.500000 Penalty: 3255.610352
	Iteration 19Q: 3 clusters Score -2906304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2906308.500000 Penalty: 3255.610352
	Iteration 20F: 3 clusters Score -2906308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2906318.750000 Penalty: 3255.610352
	Iteration 21Q: 3 clusters Score -2906319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2906332.500000 Penalty: 3255.610352
	Iteration 22Q: 3 clusters Score -2906332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2906339.750000 Penalty: 3255.610352
	Iteration 23Q: 3 clusters Score -2906340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2906346.250000 Penalty: 3255.610352
	Iteration 24Q: 3 clusters Score -2906346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2906346.250000 Penalty: 3255.610352
	Iteration 25F: 3 clusters Score -2906346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -263775.000000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -263775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -261508.015625 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -261508 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -262043.562500 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -262043.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262170.875000 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -262170.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -262240.468750 Penalty: 2511.592041
	Iteration 3Q: 3 clusters Score -262240.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -262306.062500 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -262306.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -262368.375000 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -262368.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -262421.281250 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -262421.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -262470.000000 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -262470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -262510.812500 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -262510.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -262569.437500 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -262569.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -262651.031250 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -262651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -262742.156250 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -262742.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -262828.875000 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -262828.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -262885.343750 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -262885.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -262950.343750 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -262950.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -263022.218750 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -263022.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -263070.718750 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -263070.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263104.875000 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -263104.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -263127.875000 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -263127.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -263143.437500 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -263143.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -263157.156250 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -263157.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263172.750000 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -263172.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -263185.781250 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -263185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -263192.281250 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -263192.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -263198.843750 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -263198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263205.156250 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -263205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263207.718750 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -263207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263209.343750 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -263209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263212.062500 Penalty: 2511.592041
	Iteration 28Q: 3 clusters Score -263212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263214.593750 Penalty: 2511.592041
	Iteration 29Q: 3 clusters Score -263214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263215.375000 Penalty: 2511.592041
	Iteration 30Q: 3 clusters Score -263215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263215.343750 Penalty: 2511.592041
	Iteration 31Q: 3 clusters Score -263215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263215.343750 Penalty: 2511.592041
	Iteration 32F: 3 clusters Score -263215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -681569.812500 Penalty: 1385.048218
	Iteration 0F: 2 clusters Score -681569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -677567.125000 Penalty: 2770.096436
	Iteration 0F: 3 clusters Score -677567.1 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -678653.625000 Penalty: 2770.096436
	Iteration 1F: 3 clusters Score -678653.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -678809.875000 Penalty: 2770.096436
	Iteration 2F: 3 clusters Score -678809.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -678908.812500 Penalty: 2770.096436
	Iteration 3Q: 3 clusters Score -678908.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -678973.187500 Penalty: 2770.096436
	Iteration 4Q: 3 clusters Score -678973.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -679021.125000 Penalty: 2770.096436
	Iteration 5Q: 3 clusters Score -679021.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -679050.937500 Penalty: 2770.096436
	Iteration 6Q: 3 clusters Score -679050.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -679078.625000 Penalty: 2770.096436
	Iteration 7Q: 3 clusters Score -679078.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -679104.312500 Penalty: 2770.096436
	Iteration 8Q: 3 clusters Score -679104.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -679133.875000 Penalty: 2770.096436
	Iteration 9Q: 3 clusters Score -679133.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -679161.875000 Penalty: 2770.096436
	Iteration 10Q: 3 clusters Score -679161.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -679190.875000 Penalty: 2770.096436
	Iteration 11Q: 3 clusters Score -679190.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -679213.250000 Penalty: 2770.096436
	Iteration 12Q: 3 clusters Score -679213.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -679241.062500 Penalty: 2770.096436
	Iteration 13Q: 3 clusters Score -679241.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -679268.187500 Penalty: 2770.096436
	Iteration 14Q: 3 clusters Score -679268.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -679294.187500 Penalty: 2770.096436
	Iteration 15Q: 3 clusters Score -679294.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -679321.437500 Penalty: 2770.096436
	Iteration 16Q: 3 clusters Score -679321.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -679358.625000 Penalty: 2770.096436
	Iteration 17Q: 3 clusters Score -679358.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -679408.000000 Penalty: 2770.096436
	Iteration 18Q: 3 clusters Score -679408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -679483.375000 Penalty: 2770.096436
	Iteration 19Q: 3 clusters Score -679483.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -679587.687500 Penalty: 2770.096436
	Iteration 20F: 3 clusters Score -679587.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -679704.500000 Penalty: 2770.096436
	Iteration 21Q: 3 clusters Score -679704.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -679829.437500 Penalty: 2770.096436
	Iteration 22Q: 3 clusters Score -679829.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -679970.250000 Penalty: 2770.096436
	Iteration 23Q: 3 clusters Score -679970.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -680064.062500 Penalty: 2770.096436
	Iteration 24Q: 3 clusters Score -680064.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -680137.125000 Penalty: 2770.096436
	Iteration 25Q: 3 clusters Score -680137.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -680187.562500 Penalty: 2770.096436
	Iteration 26Q: 3 clusters Score -680187.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -680231.000000 Penalty: 2770.096436
	Iteration 27Q: 3 clusters Score -680231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -680254.312500 Penalty: 2770.096436
	Iteration 28Q: 3 clusters Score -680254.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -680272.625000 Penalty: 2770.096436
	Iteration 29Q: 3 clusters Score -680272.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -680287.125000 Penalty: 2770.096436
	Iteration 30Q: 3 clusters Score -680287.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -680304.375000 Penalty: 2770.096436
	Iteration 31Q: 3 clusters Score -680304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -680317.812500 Penalty: 2770.096436
	Iteration 32Q: 3 clusters Score -680317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -680319.437500 Penalty: 2770.096436
	Iteration 33Q: 3 clusters Score -680319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -680324.187500 Penalty: 2770.096436
	Iteration 34Q: 3 clusters Score -680324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -680329.625000 Penalty: 2770.096436
	Iteration 35Q: 3 clusters Score -680329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -680336.875000 Penalty: 2770.096436
	Iteration 36Q: 3 clusters Score -680336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -680343.375000 Penalty: 2770.096436
	Iteration 37Q: 3 clusters Score -680343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -680351.187500 Penalty: 2770.096436
	Iteration 38Q: 3 clusters Score -680351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -680353.125000 Penalty: 2770.096436
	Iteration 39Q: 3 clusters Score -680353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -680356.625000 Penalty: 2770.096436
	Iteration 40F: 3 clusters Score -680356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -680359.437500 Penalty: 2770.096436
	Iteration 41Q: 3 clusters Score -680359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -680360.437500 Penalty: 2770.096436
	Iteration 42Q: 3 clusters Score -680360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -680361.187500 Penalty: 2770.096436
	Iteration 43Q: 3 clusters Score -680361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -680361.562500 Penalty: 2770.096436
	Iteration 44Q: 3 clusters Score -680361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -680363.937500 Penalty: 2770.096436
	Iteration 45Q: 3 clusters Score -680363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -680366.937500 Penalty: 2770.096436
	Iteration 46Q: 3 clusters Score -680366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -680370.000000 Penalty: 2770.096436
	Iteration 47Q: 3 clusters Score -680370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -680369.937500 Penalty: 2770.096436
	Iteration 48Q: 3 clusters Score -680369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -680369.937500 Penalty: 2770.096436
	Iteration 49F: 3 clusters Score -680369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Entering Unmasked Estep 
Score: -9909907.000000 Penalty: 1824.483032
	Iteration 0F: 2 clusters Score -9909907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -9861113.000000 Penalty: 3648.966064
	Iteration 0F: 3 clusters Score -9861113 nChanged 35801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -9881819.000000 Penalty: 3648.966064
	Iteration 1F: 3 clusters Score -9881819 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -9882613.000000 Penalty: 3648.966064
	Iteration 2Q: 3 clusters Score -9882613 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -9883991.000000 Penalty: 3648.966064
	Iteration 3Q: 3 clusters Score -9883991 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -9885961.000000 Penalty: 3648.966064
	Iteration 4F: 3 clusters Score -9885961 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -9889285.000000 Penalty: 3648.966064
	Iteration 5F: 3 clusters Score -9889285 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -9894413.000000 Penalty: 3648.966064
	Iteration 6F: 3 clusters Score -9894413 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -9900061.000000 Penalty: 3648.966064
	Iteration 7F: 3 clusters Score -9900061 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -9904594.000000 Penalty: 3648.966064
	Iteration 8F: 3 clusters Score -9904594 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -9907132.000000 Penalty: 3648.966064
	Iteration 9Q: 3 clusters Score -9907132 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -9907937.000000 Penalty: 3648.966064
	Iteration 10Q: 3 clusters Score -9907937 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -9908177.000000 Penalty: 3648.966064
	Iteration 11Q: 3 clusters Score -9908177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -9908239.000000 Penalty: 3648.966064
	Iteration 12Q: 3 clusters Score -9908239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -9908264.000000 Penalty: 3648.966064
	Iteration 13Q: 3 clusters Score -9908264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -9908279.000000 Penalty: 3648.966064
	Iteration 14Q: 3 clusters Score -9908279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -9908293.000000 Penalty: 3648.966064
	Iteration 15Q: 3 clusters Score -9908293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -9908301.000000 Penalty: 3648.966064
	Iteration 16Q: 3 clusters Score -9908301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -9908299.000000 Penalty: 3648.966064
	Iteration 17Q: 3 clusters Score -9908299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -9908300.000000 Penalty: 3648.966064
	Iteration 18Q: 3 clusters Score -9908300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -9908300.000000 Penalty: 3648.966064
	Iteration 19F: 3 clusters Score -9908300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Entering Unmasked Estep 
Score: -1938030.375000 Penalty: 1566.718262
	Iteration 0F: 2 clusters Score -1938030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1927385.625000 Penalty: 3133.436523
	Iteration 0F: 3 clusters Score -1927386 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1931130.875000 Penalty: 3133.436523
	Iteration 1F: 3 clusters Score -1931131 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1931379.250000 Penalty: 3133.436523
	Iteration 2F: 3 clusters Score -1931379 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1931547.125000 Penalty: 3133.436523
	Iteration 3Q: 3 clusters Score -1931547 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1931691.875000 Penalty: 3133.436523
	Iteration 4Q: 3 clusters Score -1931692 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1931812.000000 Penalty: 3133.436523
	Iteration 5Q: 3 clusters Score -1931812 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1931934.125000 Penalty: 3133.436523
	Iteration 6Q: 3 clusters Score -1931934 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1932044.500000 Penalty: 3133.436523
	Iteration 7Q: 3 clusters Score -1932044 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1932192.250000 Penalty: 3133.436523
	Iteration 8Q: 3 clusters Score -1932192 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1932390.250000 Penalty: 3133.436523
	Iteration 9Q: 3 clusters Score -1932390 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1932661.250000 Penalty: 3133.436523
	Iteration 10Q: 3 clusters Score -1932661 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1933037.875000 Penalty: 3133.436523
	Iteration 11Q: 3 clusters Score -1933038 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1933525.000000 Penalty: 3133.436523
	Iteration 12Q: 3 clusters Score -1933525 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1934101.125000 Penalty: 3133.436523
	Iteration 13F: 3 clusters Score -1934101 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1934726.500000 Penalty: 3133.436523
	Iteration 14F: 3 clusters Score -1934726 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1935319.125000 Penalty: 3133.436523
	Iteration 15Q: 3 clusters Score -1935319 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1935820.625000 Penalty: 3133.436523
	Iteration 16Q: 3 clusters Score -1935821 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1936186.875000 Penalty: 3133.436523
	Iteration 17Q: 3 clusters Score -1936187 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1936386.375000 Penalty: 3133.436523
	Iteration 18Q: 3 clusters Score -1936386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1936487.875000 Penalty: 3133.436523
	Iteration 19Q: 3 clusters Score -1936488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1936557.875000 Penalty: 3133.436523
	Iteration 20F: 3 clusters Score -1936558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1936603.625000 Penalty: 3133.436523
	Iteration 21Q: 3 clusters Score -1936604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1936628.875000 Penalty: 3133.436523
	Iteration 22Q: 3 clusters Score -1936629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1936633.125000 Penalty: 3133.436523
	Iteration 23Q: 3 clusters Score -1936633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1936642.750000 Penalty: 3133.436523
	Iteration 24Q: 3 clusters Score -1936643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1936649.375000 Penalty: 3133.436523
	Iteration 25Q: 3 clusters Score -1936649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1936651.375000 Penalty: 3133.436523
	Iteration 26Q: 3 clusters Score -1936651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1936653.875000 Penalty: 3133.436523
	Iteration 27Q: 3 clusters Score -1936654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1936657.250000 Penalty: 3133.436523
	Iteration 28Q: 3 clusters Score -1936657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1936658.875000 Penalty: 3133.436523
	Iteration 29Q: 3 clusters Score -1936659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1936660.125000 Penalty: 3133.436523
	Iteration 30Q: 3 clusters Score -1936660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1936660.125000 Penalty: 3133.436523
	Iteration 31F: 3 clusters Score -1936660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -296960.406250 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -296960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -294560.875000 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -294560.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -295079.718750 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -295079.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -295192.593750 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -295192.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -295264.125000 Penalty: 2539.285889
	Iteration 3Q: 3 clusters Score -295264.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -295317.093750 Penalty: 2539.285889
	Iteration 4Q: 3 clusters Score -295317.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295363.125000 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -295363.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -295396.187500 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -295396.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295428.968750 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -295429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -295460.218750 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -295460.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -295482.000000 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -295482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -295498.250000 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -295498.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -295519.250000 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -295519.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -295550.718750 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -295550.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -295578.468750 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -295578.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -295613.156250 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -295613.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -295640.687500 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -295640.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -295667.281250 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -295667.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -295683.281250 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -295683.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -295700.125000 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -295700.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -295714.562500 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -295714.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -295730.750000 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -295730.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -295745.437500 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -295745.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -295757.562500 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -295757.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -295768.531250 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -295768.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -295777.812500 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -295777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -295793.000000 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -295793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -295812.218750 Penalty: 2539.285889
	Iteration 26Q: 3 clusters Score -295812.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -295829.437500 Penalty: 2539.285889
	Iteration 27Q: 3 clusters Score -295829.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -295849.156250 Penalty: 2539.285889
	Iteration 28Q: 3 clusters Score -295849.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -295863.000000 Penalty: 2539.285889
	Iteration 29Q: 3 clusters Score -295863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -295875.593750 Penalty: 2539.285889
	Iteration 30Q: 3 clusters Score -295875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -295884.437500 Penalty: 2539.285889
	Iteration 31Q: 3 clusters Score -295884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -295892.781250 Penalty: 2539.285889
	Iteration 32Q: 3 clusters Score -295892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -295898.031250 Penalty: 2539.285889
	Iteration 33Q: 3 clusters Score -295898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -295904.500000 Penalty: 2539.285889
	Iteration 34Q: 3 clusters Score -295904.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -295909.812500 Penalty: 2539.285889
	Iteration 35Q: 3 clusters Score -295909.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -295915.937500 Penalty: 2539.285889
	Iteration 36Q: 3 clusters Score -295915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -295923.718750 Penalty: 2539.285889
	Iteration 37Q: 3 clusters Score -295923.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -295933.406250 Penalty: 2539.285889
	Iteration 38Q: 3 clusters Score -295933.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -295942.468750 Penalty: 2539.285889
	Iteration 39Q: 3 clusters Score -295942.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -295950.562500 Penalty: 2539.285889
	Iteration 40F: 3 clusters Score -295950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -295954.062500 Penalty: 2539.285889
	Iteration 41Q: 3 clusters Score -295954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -295957.625000 Penalty: 2539.285889
	Iteration 42Q: 3 clusters Score -295957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -295961.468750 Penalty: 2539.285889
	Iteration 43Q: 3 clusters Score -295961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -295964.437500 Penalty: 2539.285889
	Iteration 44Q: 3 clusters Score -295964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -295966.562500 Penalty: 2539.285889
	Iteration 45Q: 3 clusters Score -295966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -295967.562500 Penalty: 2539.285889
	Iteration 46Q: 3 clusters Score -295967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -295971.062500 Penalty: 2539.285889
	Iteration 47Q: 3 clusters Score -295971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -295972.437500 Penalty: 2539.285889
	Iteration 48Q: 3 clusters Score -295972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -295974.031250 Penalty: 2539.285889
	Iteration 49Q: 3 clusters Score -295974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -295974.656250 Penalty: 2539.285889
	Iteration 50Q: 3 clusters Score -295974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -295975.031250 Penalty: 2539.285889
	Iteration 51Q: 3 clusters Score -295975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -295975.031250 Penalty: 2539.285889
	Iteration 52F: 3 clusters Score -295975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -740331.062500 Penalty: 1403.501099
	Iteration 0F: 2 clusters Score -740331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -735963.000000 Penalty: 2807.002197
	Iteration 0F: 3 clusters Score -735963 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -737223.437500 Penalty: 2807.002197
	Iteration 1F: 3 clusters Score -737223.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -737395.875000 Penalty: 2807.002197
	Iteration 2F: 3 clusters Score -737395.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -737497.187500 Penalty: 2807.002197
	Iteration 3Q: 3 clusters Score -737497.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -737579.125000 Penalty: 2807.002197
	Iteration 4Q: 3 clusters Score -737579.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -737661.000000 Penalty: 2807.002197
	Iteration 5Q: 3 clusters Score -737661 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -737720.312500 Penalty: 2807.002197
	Iteration 6Q: 3 clusters Score -737720.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -737785.125000 Penalty: 2807.002197
	Iteration 7Q: 3 clusters Score -737785.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -737840.000000 Penalty: 2807.002197
	Iteration 8Q: 3 clusters Score -737840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -737894.687500 Penalty: 2807.002197
	Iteration 9Q: 3 clusters Score -737894.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -737950.312500 Penalty: 2807.002197
	Iteration 10Q: 3 clusters Score -737950.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -738015.562500 Penalty: 2807.002197
	Iteration 11Q: 3 clusters Score -738015.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -738101.562500 Penalty: 2807.002197
	Iteration 12Q: 3 clusters Score -738101.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -738221.312500 Penalty: 2807.002197
	Iteration 13Q: 3 clusters Score -738221.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -738338.062500 Penalty: 2807.002197
	Iteration 14Q: 3 clusters Score -738338.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -738446.187500 Penalty: 2807.002197
	Iteration 15Q: 3 clusters Score -738446.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -738551.437500 Penalty: 2807.002197
	Iteration 16Q: 3 clusters Score -738551.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -738628.062500 Penalty: 2807.002197
	Iteration 17Q: 3 clusters Score -738628.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -738680.875000 Penalty: 2807.002197
	Iteration 18Q: 3 clusters Score -738680.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -738720.250000 Penalty: 2807.002197
	Iteration 19Q: 3 clusters Score -738720.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -738751.375000 Penalty: 2807.002197
	Iteration 20F: 3 clusters Score -738751.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -738779.125000 Penalty: 2807.002197
	Iteration 21Q: 3 clusters Score -738779.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -738797.062500 Penalty: 2807.002197
	Iteration 22Q: 3 clusters Score -738797.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -738808.625000 Penalty: 2807.002197
	Iteration 23Q: 3 clusters Score -738808.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -738821.625000 Penalty: 2807.002197
	Iteration 24Q: 3 clusters Score -738821.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -738834.000000 Penalty: 2807.002197
	Iteration 25Q: 3 clusters Score -738834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -738844.125000 Penalty: 2807.002197
	Iteration 26Q: 3 clusters Score -738844.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -738855.250000 Penalty: 2807.002197
	Iteration 27Q: 3 clusters Score -738855.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -738871.000000 Penalty: 2807.002197
	Iteration 28Q: 3 clusters Score -738871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -738886.937500 Penalty: 2807.002197
	Iteration 29Q: 3 clusters Score -738886.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -738909.000000 Penalty: 2807.002197
	Iteration 30Q: 3 clusters Score -738909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -738933.250000 Penalty: 2807.002197
	Iteration 31Q: 3 clusters Score -738933.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -738951.500000 Penalty: 2807.002197
	Iteration 32Q: 3 clusters Score -738951.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -738965.687500 Penalty: 2807.002197
	Iteration 33Q: 3 clusters Score -738965.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -738983.250000 Penalty: 2807.002197
	Iteration 34Q: 3 clusters Score -738983.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -739001.250000 Penalty: 2807.002197
	Iteration 35Q: 3 clusters Score -739001.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -739018.937500 Penalty: 2807.002197
	Iteration 36Q: 3 clusters Score -739018.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -739026.625000 Penalty: 2807.002197
	Iteration 37Q: 3 clusters Score -739026.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -739032.250000 Penalty: 2807.002197
	Iteration 38Q: 3 clusters Score -739032.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -739038.062500 Penalty: 2807.002197
	Iteration 39Q: 3 clusters Score -739038.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -739041.500000 Penalty: 2807.002197
	Iteration 40F: 3 clusters Score -739041.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -739046.500000 Penalty: 2807.002197
	Iteration 41Q: 3 clusters Score -739046.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -739049.187500 Penalty: 2807.002197
	Iteration 42Q: 3 clusters Score -739049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -739051.125000 Penalty: 2807.002197
	Iteration 43Q: 3 clusters Score -739051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -739053.687500 Penalty: 2807.002197
	Iteration 44Q: 3 clusters Score -739053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -739055.437500 Penalty: 2807.002197
	Iteration 45Q: 3 clusters Score -739055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -739054.500000 Penalty: 2807.002197
	Iteration 46Q: 3 clusters Score -739054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -739055.500000 Penalty: 2807.002197
	Iteration 47Q: 3 clusters Score -739055.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -739057.312500 Penalty: 2807.002197
	Iteration 48Q: 3 clusters Score -739057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -739058.187500 Penalty: 2807.002197
	Iteration 49Q: 3 clusters Score -739058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -739059.687500 Penalty: 2807.002197
	Iteration 50Q: 3 clusters Score -739059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -739061.250000 Penalty: 2807.002197
	Iteration 51Q: 3 clusters Score -739061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -739062.625000 Penalty: 2807.002197
	Iteration 52Q: 3 clusters Score -739062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -739063.562500 Penalty: 2807.002197
	Iteration 53Q: 3 clusters Score -739063.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -739063.937500 Penalty: 2807.002197
	Iteration 54Q: 3 clusters Score -739063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -739065.125000 Penalty: 2807.002197
	Iteration 55Q: 3 clusters Score -739065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -739065.937500 Penalty: 2807.002197
	Iteration 56Q: 3 clusters Score -739065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -739068.187500 Penalty: 2807.002197
	Iteration 57Q: 3 clusters Score -739068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -739067.937500 Penalty: 2807.002197
	Iteration 58Q: 3 clusters Score -739067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -739069.000000 Penalty: 2807.002197
	Iteration 59Q: 3 clusters Score -739069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -739069.000000 Penalty: 2807.002197
	Iteration 60F: 3 clusters Score -739069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Entering Unmasked Estep 
Score: -13614517.000000 Penalty: 1876.118408
	Iteration 0F: 2 clusters Score -1.361452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -13556715.000000 Penalty: 3752.236816
	Iteration 0F: 3 clusters Score -1.355672e+07 nChanged 49422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -13585214.000000 Penalty: 3752.236816
	Iteration 1F: 3 clusters Score -1.358521e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -13585497.000000 Penalty: 3752.236816
	Iteration 2Q: 3 clusters Score -1.35855e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -13585990.000000 Penalty: 3752.236816
	Iteration 3Q: 3 clusters Score -1.358599e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -13586609.000000 Penalty: 3752.236816
	Iteration 4Q: 3 clusters Score -1.358661e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -13587416.000000 Penalty: 3752.236816
	Iteration 5Q: 3 clusters Score -1.358742e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -13588707.000000 Penalty: 3752.236816
	Iteration 6Q: 3 clusters Score -1.358871e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -13590911.000000 Penalty: 3752.236816
	Iteration 7F: 3 clusters Score -1.359091e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -13593726.000000 Penalty: 3752.236816
	Iteration 8F: 3 clusters Score -1.359373e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -13597718.000000 Penalty: 3752.236816
	Iteration 9F: 3 clusters Score -1.359772e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -13601265.000000 Penalty: 3752.236816
	Iteration 10F: 3 clusters Score -1.360126e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -13603855.000000 Penalty: 3752.236816
	Iteration 11Q: 3 clusters Score -1.360386e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -13605212.000000 Penalty: 3752.236816
	Iteration 12Q: 3 clusters Score -1.360521e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -13605726.000000 Penalty: 3752.236816
	Iteration 13Q: 3 clusters Score -1.360573e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -13605930.000000 Penalty: 3752.236816
	Iteration 14Q: 3 clusters Score -1.360593e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -13606007.000000 Penalty: 3752.236816
	Iteration 15Q: 3 clusters Score -1.360601e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -13606009.000000 Penalty: 3752.236816
	Iteration 16Q: 3 clusters Score -1.360601e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -13606055.000000 Penalty: 3752.236816
	Iteration 17Q: 3 clusters Score -1.360606e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -13606000.000000 Penalty: 3752.236816
	Iteration 18Q: 3 clusters Score -1.3606e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -13605972.000000 Penalty: 3752.236816
	Iteration 19Q: 3 clusters Score -1.360597e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -13605947.000000 Penalty: 3752.236816
	Iteration 20F: 3 clusters Score -1.360595e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -13605906.000000 Penalty: 3752.236816
	Iteration 21Q: 3 clusters Score -1.360591e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -13605911.000000 Penalty: 3752.236816
	Iteration 22Q: 3 clusters Score -1.360591e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -13605913.000000 Penalty: 3752.236816
	Iteration 23Q: 3 clusters Score -1.360591e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -13605895.000000 Penalty: 3752.236816
	Iteration 24Q: 3 clusters Score -1.36059e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -13605888.000000 Penalty: 3752.236816
	Iteration 25Q: 3 clusters Score -1.360589e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -13605842.000000 Penalty: 3752.236816
	Iteration 26Q: 3 clusters Score -1.360584e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -13605758.000000 Penalty: 3752.236816
	Iteration 27Q: 3 clusters Score -1.360576e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -13605689.000000 Penalty: 3752.236816
	Iteration 28Q: 3 clusters Score -1.360569e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -13605629.000000 Penalty: 3752.236816
	Iteration 29Q: 3 clusters Score -1.360563e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -13605588.000000 Penalty: 3752.236816
	Iteration 30Q: 3 clusters Score -1.360559e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -13605581.000000 Penalty: 3752.236816
	Iteration 31Q: 3 clusters Score -1.360558e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -13605576.000000 Penalty: 3752.236816
	Iteration 32Q: 3 clusters Score -1.360558e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -13605545.000000 Penalty: 3752.236816
	Iteration 33Q: 3 clusters Score -1.360554e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -13605551.000000 Penalty: 3752.236816
	Iteration 34Q: 3 clusters Score -1.360555e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -13605519.000000 Penalty: 3752.236816
	Iteration 35Q: 3 clusters Score -1.360552e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -13605459.000000 Penalty: 3752.236816
	Iteration 36Q: 3 clusters Score -1.360546e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -13605367.000000 Penalty: 3752.236816
	Iteration 37Q: 3 clusters Score -1.360537e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -13605292.000000 Penalty: 3752.236816
	Iteration 38Q: 3 clusters Score -1.360529e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -13605246.000000 Penalty: 3752.236816
	Iteration 39Q: 3 clusters Score -1.360525e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -13605220.000000 Penalty: 3752.236816
	Iteration 40F: 3 clusters Score -1.360522e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -13605147.000000 Penalty: 3752.236816
	Iteration 41Q: 3 clusters Score -1.360515e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -13605132.000000 Penalty: 3752.236816
	Iteration 42Q: 3 clusters Score -1.360513e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -13605134.000000 Penalty: 3752.236816
	Iteration 43Q: 3 clusters Score -1.360513e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -13605098.000000 Penalty: 3752.236816
	Iteration 44Q: 3 clusters Score -1.36051e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -13605090.000000 Penalty: 3752.236816
	Iteration 45Q: 3 clusters Score -1.360509e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -13604957.000000 Penalty: 3752.236816
	Iteration 46Q: 3 clusters Score -1.360496e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -13604888.000000 Penalty: 3752.236816
	Iteration 47Q: 3 clusters Score -1.360489e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -13604905.000000 Penalty: 3752.236816
	Iteration 48Q: 3 clusters Score -1.36049e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -13604926.000000 Penalty: 3752.236816
	Iteration 49Q: 3 clusters Score -1.360493e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -13604904.000000 Penalty: 3752.236816
	Iteration 50Q: 3 clusters Score -1.36049e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -13604956.000000 Penalty: 3752.236816
	Iteration 51Q: 3 clusters Score -1.360496e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -13604908.000000 Penalty: 3752.236816
	Iteration 52Q: 3 clusters Score -1.360491e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -13604917.000000 Penalty: 3752.236816
	Iteration 53Q: 3 clusters Score -1.360492e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -13604993.000000 Penalty: 3752.236816
	Iteration 54Q: 3 clusters Score -1.360499e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -13605038.000000 Penalty: 3752.236816
	Iteration 55Q: 3 clusters Score -1.360504e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -13604992.000000 Penalty: 3752.236816
	Iteration 56Q: 3 clusters Score -1.360499e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -13605081.000000 Penalty: 3752.236816
	Iteration 57Q: 3 clusters Score -1.360508e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -13605269.000000 Penalty: 3752.236816
	Iteration 58Q: 3 clusters Score -1.360527e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -13605489.000000 Penalty: 3752.236816
	Iteration 59Q: 3 clusters Score -1.360549e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -13605644.000000 Penalty: 3752.236816
	Iteration 60F: 3 clusters Score -1.360564e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -13605830.000000 Penalty: 3752.236816
	Iteration 61Q: 3 clusters Score -1.360583e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -13606047.000000 Penalty: 3752.236816
	Iteration 62Q: 3 clusters Score -1.360605e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -13606172.000000 Penalty: 3752.236816
	Iteration 63Q: 3 clusters Score -1.360617e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -13606326.000000 Penalty: 3752.236816
	Iteration 64Q: 3 clusters Score -1.360633e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -13606397.000000 Penalty: 3752.236816
	Iteration 65Q: 3 clusters Score -1.36064e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -13606531.000000 Penalty: 3752.236816
	Iteration 66Q: 3 clusters Score -1.360653e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -13606603.000000 Penalty: 3752.236816
	Iteration 67Q: 3 clusters Score -1.36066e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -13606680.000000 Penalty: 3752.236816
	Iteration 68Q: 3 clusters Score -1.360668e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -13606750.000000 Penalty: 3752.236816
	Iteration 69Q: 3 clusters Score -1.360675e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -13606761.000000 Penalty: 3752.236816
	Iteration 70Q: 3 clusters Score -1.360676e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -13606793.000000 Penalty: 3752.236816
	Iteration 71Q: 3 clusters Score -1.360679e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -13606779.000000 Penalty: 3752.236816
	Iteration 72Q: 3 clusters Score -1.360678e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -13606818.000000 Penalty: 3752.236816
	Iteration 73Q: 3 clusters Score -1.360682e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -13606817.000000 Penalty: 3752.236816
	Iteration 74Q: 3 clusters Score -1.360682e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -13606819.000000 Penalty: 3752.236816
	Iteration 75Q: 3 clusters Score -1.360682e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -13606841.000000 Penalty: 3752.236816
	Iteration 76Q: 3 clusters Score -1.360684e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -13606810.000000 Penalty: 3752.236816
	Iteration 77Q: 3 clusters Score -1.360681e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -13606854.000000 Penalty: 3752.236816
	Iteration 78Q: 3 clusters Score -1.360685e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -13606935.000000 Penalty: 3752.236816
	Iteration 79Q: 3 clusters Score -1.360694e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -13606938.000000 Penalty: 3752.236816
	Iteration 80F: 3 clusters Score -1.360694e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -13606920.000000 Penalty: 3752.236816
	Iteration 81Q: 3 clusters Score -1.360692e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -13606904.000000 Penalty: 3752.236816
	Iteration 82Q: 3 clusters Score -1.36069e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -13606918.000000 Penalty: 3752.236816
	Iteration 83Q: 3 clusters Score -1.360692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -13606916.000000 Penalty: 3752.236816
	Iteration 84Q: 3 clusters Score -1.360692e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -13606944.000000 Penalty: 3752.236816
	Iteration 85Q: 3 clusters Score -1.360694e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -13606925.000000 Penalty: 3752.236816
	Iteration 86Q: 3 clusters Score -1.360692e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -13606928.000000 Penalty: 3752.236816
	Iteration 87Q: 3 clusters Score -1.360693e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -13606950.000000 Penalty: 3752.236816
	Iteration 88Q: 3 clusters Score -1.360695e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -13606978.000000 Penalty: 3752.236816
	Iteration 89Q: 3 clusters Score -1.360698e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -13606995.000000 Penalty: 3752.236816
	Iteration 90Q: 3 clusters Score -1.3607e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -13607007.000000 Penalty: 3752.236816
	Iteration 91Q: 3 clusters Score -1.360701e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -13607012.000000 Penalty: 3752.236816
	Iteration 92Q: 3 clusters Score -1.360701e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -13607012.000000 Penalty: 3752.236816
	Iteration 93Q: 3 clusters Score -1.360701e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -13607008.000000 Penalty: 3752.236816
	Iteration 94Q: 3 clusters Score -1.360701e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -13606996.000000 Penalty: 3752.236816
	Iteration 95Q: 3 clusters Score -1.3607e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -13607015.000000 Penalty: 3752.236816
	Iteration 96Q: 3 clusters Score -1.360702e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -13607036.000000 Penalty: 3752.236816
	Iteration 97Q: 3 clusters Score -1.360704e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -13607067.000000 Penalty: 3752.236816
	Iteration 98Q: 3 clusters Score -1.360707e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -13607070.000000 Penalty: 3752.236816
	Iteration 99Q: 3 clusters Score -1.360707e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -13607087.000000 Penalty: 3752.236816
	Iteration 100F: 3 clusters Score -1.360709e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -13607100.000000 Penalty: 3752.236816
	Iteration 101Q: 3 clusters Score -1.36071e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -13607092.000000 Penalty: 3752.236816
	Iteration 102Q: 3 clusters Score -1.360709e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -13607095.000000 Penalty: 3752.236816
	Iteration 103Q: 3 clusters Score -1.36071e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -13607123.000000 Penalty: 3752.236816
	Iteration 104Q: 3 clusters Score -1.360712e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -13607118.000000 Penalty: 3752.236816
	Iteration 105Q: 3 clusters Score -1.360712e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -13607115.000000 Penalty: 3752.236816
	Iteration 106Q: 3 clusters Score -1.360712e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -13607103.000000 Penalty: 3752.236816
	Iteration 107Q: 3 clusters Score -1.36071e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -13607122.000000 Penalty: 3752.236816
	Iteration 108Q: 3 clusters Score -1.360712e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -13607117.000000 Penalty: 3752.236816
	Iteration 109Q: 3 clusters Score -1.360712e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -13607118.000000 Penalty: 3752.236816
	Iteration 110Q: 3 clusters Score -1.360712e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -13607096.000000 Penalty: 3752.236816
	Iteration 111Q: 3 clusters Score -1.36071e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -13607075.000000 Penalty: 3752.236816
	Iteration 112Q: 3 clusters Score -1.360708e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -13607085.000000 Penalty: 3752.236816
	Iteration 113Q: 3 clusters Score -1.360708e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -13607077.000000 Penalty: 3752.236816
	Iteration 114Q: 3 clusters Score -1.360708e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -13607099.000000 Penalty: 3752.236816
	Iteration 115Q: 3 clusters Score -1.36071e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -13607124.000000 Penalty: 3752.236816
	Iteration 116Q: 3 clusters Score -1.360712e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -13607101.000000 Penalty: 3752.236816
	Iteration 117Q: 3 clusters Score -1.36071e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -13607105.000000 Penalty: 3752.236816
	Iteration 118Q: 3 clusters Score -1.36071e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -13607116.000000 Penalty: 3752.236816
	Iteration 119Q: 3 clusters Score -1.360712e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -13607095.000000 Penalty: 3752.236816
	Iteration 120F: 3 clusters Score -1.36071e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -13607110.000000 Penalty: 3752.236816
	Iteration 121Q: 3 clusters Score -1.360711e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -13607116.000000 Penalty: 3752.236816
	Iteration 122Q: 3 clusters Score -1.360712e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -13607122.000000 Penalty: 3752.236816
	Iteration 123Q: 3 clusters Score -1.360712e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -13607127.000000 Penalty: 3752.236816
	Iteration 124Q: 3 clusters Score -1.360713e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -13607111.000000 Penalty: 3752.236816
	Iteration 125Q: 3 clusters Score -1.360711e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -13607140.000000 Penalty: 3752.236816
	Iteration 126Q: 3 clusters Score -1.360714e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -13607152.000000 Penalty: 3752.236816
	Iteration 127Q: 3 clusters Score -1.360715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -13607141.000000 Penalty: 3752.236816
	Iteration 128Q: 3 clusters Score -1.360714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -13607110.000000 Penalty: 3752.236816
	Iteration 129Q: 3 clusters Score -1.360711e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -13607117.000000 Penalty: 3752.236816
	Iteration 130Q: 3 clusters Score -1.360712e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -13607126.000000 Penalty: 3752.236816
	Iteration 131Q: 3 clusters Score -1.360713e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -13607161.000000 Penalty: 3752.236816
	Iteration 132Q: 3 clusters Score -1.360716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -13607155.000000 Penalty: 3752.236816
	Iteration 133Q: 3 clusters Score -1.360716e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -13607143.000000 Penalty: 3752.236816
	Iteration 134Q: 3 clusters Score -1.360714e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -13607162.000000 Penalty: 3752.236816
	Iteration 135Q: 3 clusters Score -1.360716e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -13607170.000000 Penalty: 3752.236816
	Iteration 136Q: 3 clusters Score -1.360717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -13607172.000000 Penalty: 3752.236816
	Iteration 137Q: 3 clusters Score -1.360717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -13607138.000000 Penalty: 3752.236816
	Iteration 138Q: 3 clusters Score -1.360714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -13607164.000000 Penalty: 3752.236816
	Iteration 139Q: 3 clusters Score -1.360716e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -13607141.000000 Penalty: 3752.236816
	Iteration 140F: 3 clusters Score -1.360714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -13607152.000000 Penalty: 3752.236816
	Iteration 141Q: 3 clusters Score -1.360715e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -13607155.000000 Penalty: 3752.236816
	Iteration 142Q: 3 clusters Score -1.360716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -13607179.000000 Penalty: 3752.236816
	Iteration 143Q: 3 clusters Score -1.360718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -13607181.000000 Penalty: 3752.236816
	Iteration 144Q: 3 clusters Score -1.360718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -13607189.000000 Penalty: 3752.236816
	Iteration 145Q: 3 clusters Score -1.360719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -13607189.000000 Penalty: 3752.236816
	Iteration 146Q: 3 clusters Score -1.360719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -13607202.000000 Penalty: 3752.236816
	Iteration 147Q: 3 clusters Score -1.36072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -13607193.000000 Penalty: 3752.236816
	Iteration 148Q: 3 clusters Score -1.360719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -13607190.000000 Penalty: 3752.236816
	Iteration 149Q: 3 clusters Score -1.360719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -13607180.000000 Penalty: 3752.236816
	Iteration 150Q: 3 clusters Score -1.360718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -13607165.000000 Penalty: 3752.236816
	Iteration 151Q: 3 clusters Score -1.360716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -13607167.000000 Penalty: 3752.236816
	Iteration 152Q: 3 clusters Score -1.360717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -13607168.000000 Penalty: 3752.236816
	Iteration 153Q: 3 clusters Score -1.360717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -13607191.000000 Penalty: 3752.236816
	Iteration 154Q: 3 clusters Score -1.360719e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -13607203.000000 Penalty: 3752.236816
	Iteration 155Q: 3 clusters Score -1.36072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -13607204.000000 Penalty: 3752.236816
	Iteration 156Q: 3 clusters Score -1.36072e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -13607218.000000 Penalty: 3752.236816
	Iteration 157Q: 3 clusters Score -1.360722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -13607220.000000 Penalty: 3752.236816
	Iteration 158Q: 3 clusters Score -1.360722e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -13607222.000000 Penalty: 3752.236816
	Iteration 159Q: 3 clusters Score -1.360722e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -13607233.000000 Penalty: 3752.236816
	Iteration 160F: 3 clusters Score -1.360723e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -13607220.000000 Penalty: 3752.236816
	Iteration 161Q: 3 clusters Score -1.360722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -13607205.000000 Penalty: 3752.236816
	Iteration 162Q: 3 clusters Score -1.36072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -13607202.000000 Penalty: 3752.236816
	Iteration 163Q: 3 clusters Score -1.36072e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -13607202.000000 Penalty: 3752.236816
	Iteration 164Q: 3 clusters Score -1.36072e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -13607192.000000 Penalty: 3752.236816
	Iteration 165Q: 3 clusters Score -1.360719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -13607216.000000 Penalty: 3752.236816
	Iteration 166Q: 3 clusters Score -1.360722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -13607208.000000 Penalty: 3752.236816
	Iteration 167Q: 3 clusters Score -1.360721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -13607208.000000 Penalty: 3752.236816
	Iteration 168Q: 3 clusters Score -1.360721e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -13607189.000000 Penalty: 3752.236816
	Iteration 169Q: 3 clusters Score -1.360719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -13607223.000000 Penalty: 3752.236816
	Iteration 170Q: 3 clusters Score -1.360722e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -13607226.000000 Penalty: 3752.236816
	Iteration 171Q: 3 clusters Score -1.360723e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -13607233.000000 Penalty: 3752.236816
	Iteration 172Q: 3 clusters Score -1.360723e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -13607220.000000 Penalty: 3752.236816
	Iteration 173Q: 3 clusters Score -1.360722e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -13607250.000000 Penalty: 3752.236816
	Iteration 174Q: 3 clusters Score -1.360725e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -13607264.000000 Penalty: 3752.236816
	Iteration 175Q: 3 clusters Score -1.360726e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -13607253.000000 Penalty: 3752.236816
	Iteration 176Q: 3 clusters Score -1.360725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -13607262.000000 Penalty: 3752.236816
	Iteration 177Q: 3 clusters Score -1.360726e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -13607273.000000 Penalty: 3752.236816
	Iteration 178Q: 3 clusters Score -1.360727e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -13607291.000000 Penalty: 3752.236816
	Iteration 179Q: 3 clusters Score -1.360729e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -13607304.000000 Penalty: 3752.236816
	Iteration 180F: 3 clusters Score -1.36073e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -13607298.000000 Penalty: 3752.236816
	Iteration 181Q: 3 clusters Score -1.36073e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -13607323.000000 Penalty: 3752.236816
	Iteration 182Q: 3 clusters Score -1.360732e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -13607324.000000 Penalty: 3752.236816
	Iteration 183Q: 3 clusters Score -1.360732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -13607326.000000 Penalty: 3752.236816
	Iteration 184Q: 3 clusters Score -1.360733e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -13607299.000000 Penalty: 3752.236816
	Iteration 185Q: 3 clusters Score -1.36073e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -13607284.000000 Penalty: 3752.236816
	Iteration 186Q: 3 clusters Score -1.360728e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -13607281.000000 Penalty: 3752.236816
	Iteration 187Q: 3 clusters Score -1.360728e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -13607285.000000 Penalty: 3752.236816
	Iteration 188Q: 3 clusters Score -1.360728e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -13607271.000000 Penalty: 3752.236816
	Iteration 189Q: 3 clusters Score -1.360727e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -13607287.000000 Penalty: 3752.236816
	Iteration 190Q: 3 clusters Score -1.360729e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -13607314.000000 Penalty: 3752.236816
	Iteration 191Q: 3 clusters Score -1.360731e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -13607307.000000 Penalty: 3752.236816
	Iteration 192Q: 3 clusters Score -1.360731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -13607317.000000 Penalty: 3752.236816
	Iteration 193Q: 3 clusters Score -1.360732e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -13607315.000000 Penalty: 3752.236816
	Iteration 194Q: 3 clusters Score -1.360732e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -13607307.000000 Penalty: 3752.236816
	Iteration 195Q: 3 clusters Score -1.360731e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -13607309.000000 Penalty: 3752.236816
	Iteration 196Q: 3 clusters Score -1.360731e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -13607327.000000 Penalty: 3752.236816
	Iteration 197Q: 3 clusters Score -1.360733e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -13607330.000000 Penalty: 3752.236816
	Iteration 198Q: 3 clusters Score -1.360733e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -13607345.000000 Penalty: 3752.236816
	Iteration 199Q: 3 clusters Score -1.360734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -13607320.000000 Penalty: 3752.236816
	Iteration 200F: 3 clusters Score -1.360732e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -13607321.000000 Penalty: 3752.236816
	Iteration 201Q: 3 clusters Score -1.360732e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -13607322.000000 Penalty: 3752.236816
	Iteration 202Q: 3 clusters Score -1.360732e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -13607344.000000 Penalty: 3752.236816
	Iteration 203Q: 3 clusters Score -1.360734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -13607322.000000 Penalty: 3752.236816
	Iteration 204Q: 3 clusters Score -1.360732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -13607330.000000 Penalty: 3752.236816
	Iteration 205Q: 3 clusters Score -1.360733e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -13607356.000000 Penalty: 3752.236816
	Iteration 206Q: 3 clusters Score -1.360736e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -13607346.000000 Penalty: 3752.236816
	Iteration 207Q: 3 clusters Score -1.360735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -13607340.000000 Penalty: 3752.236816
	Iteration 208Q: 3 clusters Score -1.360734e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -13607324.000000 Penalty: 3752.236816
	Iteration 209Q: 3 clusters Score -1.360732e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -13607342.000000 Penalty: 3752.236816
	Iteration 210Q: 3 clusters Score -1.360734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -13607351.000000 Penalty: 3752.236816
	Iteration 211Q: 3 clusters Score -1.360735e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -13607349.000000 Penalty: 3752.236816
	Iteration 212Q: 3 clusters Score -1.360735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -13607367.000000 Penalty: 3752.236816
	Iteration 213Q: 3 clusters Score -1.360737e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -13607359.000000 Penalty: 3752.236816
	Iteration 214Q: 3 clusters Score -1.360736e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -13607355.000000 Penalty: 3752.236816
	Iteration 215Q: 3 clusters Score -1.360736e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -13607363.000000 Penalty: 3752.236816
	Iteration 216Q: 3 clusters Score -1.360736e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -13607348.000000 Penalty: 3752.236816
	Iteration 217Q: 3 clusters Score -1.360735e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -13607344.000000 Penalty: 3752.236816
	Iteration 218Q: 3 clusters Score -1.360734e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -13607336.000000 Penalty: 3752.236816
	Iteration 219Q: 3 clusters Score -1.360734e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -13607343.000000 Penalty: 3752.236816
	Iteration 220F: 3 clusters Score -1.360734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -13607321.000000 Penalty: 3752.236816
	Iteration 221Q: 3 clusters Score -1.360732e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -13607322.000000 Penalty: 3752.236816
	Iteration 222Q: 3 clusters Score -1.360732e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -13607335.000000 Penalty: 3752.236816
	Iteration 223Q: 3 clusters Score -1.360734e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -13607335.000000 Penalty: 3752.236816
	Iteration 224Q: 3 clusters Score -1.360734e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -13607330.000000 Penalty: 3752.236816
	Iteration 225Q: 3 clusters Score -1.360733e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -13607352.000000 Penalty: 3752.236816
	Iteration 226Q: 3 clusters Score -1.360735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -13607371.000000 Penalty: 3752.236816
	Iteration 227Q: 3 clusters Score -1.360737e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -13607375.000000 Penalty: 3752.236816
	Iteration 228Q: 3 clusters Score -1.360738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -13607350.000000 Penalty: 3752.236816
	Iteration 229Q: 3 clusters Score -1.360735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -13607349.000000 Penalty: 3752.236816
	Iteration 230Q: 3 clusters Score -1.360735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -13607366.000000 Penalty: 3752.236816
	Iteration 231Q: 3 clusters Score -1.360737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -13607357.000000 Penalty: 3752.236816
	Iteration 232Q: 3 clusters Score -1.360736e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -13607352.000000 Penalty: 3752.236816
	Iteration 233Q: 3 clusters Score -1.360735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -13607343.000000 Penalty: 3752.236816
	Iteration 234Q: 3 clusters Score -1.360734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -13607332.000000 Penalty: 3752.236816
	Iteration 235Q: 3 clusters Score -1.360733e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -13607352.000000 Penalty: 3752.236816
	Iteration 236Q: 3 clusters Score -1.360735e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -13607351.000000 Penalty: 3752.236816
	Iteration 237Q: 3 clusters Score -1.360735e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -13607362.000000 Penalty: 3752.236816
	Iteration 238Q: 3 clusters Score -1.360736e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -13607351.000000 Penalty: 3752.236816
	Iteration 239Q: 3 clusters Score -1.360735e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -13607344.000000 Penalty: 3752.236816
	Iteration 240F: 3 clusters Score -1.360734e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -13607343.000000 Penalty: 3752.236816
	Iteration 241Q: 3 clusters Score -1.360734e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -13607336.000000 Penalty: 3752.236816
	Iteration 242Q: 3 clusters Score -1.360734e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -13607338.000000 Penalty: 3752.236816
	Iteration 243Q: 3 clusters Score -1.360734e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -13607329.000000 Penalty: 3752.236816
	Iteration 244Q: 3 clusters Score -1.360733e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -13607343.000000 Penalty: 3752.236816
	Iteration 245Q: 3 clusters Score -1.360734e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -13607380.000000 Penalty: 3752.236816
	Iteration 246Q: 3 clusters Score -1.360738e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -13607372.000000 Penalty: 3752.236816
	Iteration 247Q: 3 clusters Score -1.360737e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -13607383.000000 Penalty: 3752.236816
	Iteration 248Q: 3 clusters Score -1.360738e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -13607402.000000 Penalty: 3752.236816
	Iteration 249Q: 3 clusters Score -1.36074e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -13607426.000000 Penalty: 3752.236816
	Iteration 250Q: 3 clusters Score -1.360743e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -13607452.000000 Penalty: 3752.236816
	Iteration 251Q: 3 clusters Score -1.360745e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -13607439.000000 Penalty: 3752.236816
	Iteration 252Q: 3 clusters Score -1.360744e+07 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -13607438.000000 Penalty: 3752.236816
	Iteration 253Q: 3 clusters Score -1.360744e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -13607432.000000 Penalty: 3752.236816
	Iteration 254Q: 3 clusters Score -1.360743e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -13607405.000000 Penalty: 3752.236816
	Iteration 255Q: 3 clusters Score -1.36074e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -13607448.000000 Penalty: 3752.236816
	Iteration 256Q: 3 clusters Score -1.360745e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -13607433.000000 Penalty: 3752.236816
	Iteration 257Q: 3 clusters Score -1.360743e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -13607430.000000 Penalty: 3752.236816
	Iteration 258Q: 3 clusters Score -1.360743e+07 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -13607433.000000 Penalty: 3752.236816
	Iteration 259Q: 3 clusters Score -1.360743e+07 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -13607433.000000 Penalty: 3752.236816
	Iteration 260F: 3 clusters Score -1.360743e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -13607449.000000 Penalty: 3752.236816
	Iteration 261Q: 3 clusters Score -1.360745e+07 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -13607441.000000 Penalty: 3752.236816
	Iteration 262Q: 3 clusters Score -1.360744e+07 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -13607452.000000 Penalty: 3752.236816
	Iteration 263Q: 3 clusters Score -1.360745e+07 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -13607474.000000 Penalty: 3752.236816
	Iteration 264Q: 3 clusters Score -1.360747e+07 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -13607502.000000 Penalty: 3752.236816
	Iteration 265Q: 3 clusters Score -1.36075e+07 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -13607498.000000 Penalty: 3752.236816
	Iteration 266Q: 3 clusters Score -1.36075e+07 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -13607517.000000 Penalty: 3752.236816
	Iteration 267Q: 3 clusters Score -1.360752e+07 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -13607560.000000 Penalty: 3752.236816
	Iteration 268Q: 3 clusters Score -1.360756e+07 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -13607549.000000 Penalty: 3752.236816
	Iteration 269Q: 3 clusters Score -1.360755e+07 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -13607584.000000 Penalty: 3752.236816
	Iteration 270Q: 3 clusters Score -1.360758e+07 nChanged 373
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Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -13607626.000000 Penalty: 3752.236816
	Iteration 271Q: 3 clusters Score -1.360763e+07 nChanged 411
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Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -13607662.000000 Penalty: 3752.236816
	Iteration 272Q: 3 clusters Score -1.360766e+07 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -13607723.000000 Penalty: 3752.236816
	Iteration 273Q: 3 clusters Score -1.360772e+07 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -13607757.000000 Penalty: 3752.236816
	Iteration 274Q: 3 clusters Score -1.360776e+07 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1.360777e+07 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1.36078e+07 nChanged 660
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Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -13607883.000000 Penalty: 3752.236816
	Iteration 277Q: 3 clusters Score -1.360788e+07 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -13608066.000000 Penalty: 3752.236816
	Iteration 278Q: 3 clusters Score -1.360807e+07 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -13608161.000000 Penalty: 3752.236816
	Iteration 279Q: 3 clusters Score -1.360816e+07 nChanged 819
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -13608311.000000 Penalty: 3752.236816
	Iteration 280F: 3 clusters Score -1.360831e+07 nChanged 876
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -13608418.000000 Penalty: 3752.236816
	Iteration 281Q: 3 clusters Score -1.360842e+07 nChanged 949
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -13608654.000000 Penalty: 3752.236816
	Iteration 282Q: 3 clusters Score -1.360865e+07 nChanged 1047
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -13608841.000000 Penalty: 3752.236816
	Iteration 283Q: 3 clusters Score -1.360884e+07 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -13609212.000000 Penalty: 3752.236816
	Iteration 284Q: 3 clusters Score -1.360921e+07 nChanged 1359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 61420 members 
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	Iteration 285Q: 3 clusters Score -1.360975e+07 nChanged 1506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -13610369.000000 Penalty: 3752.236816
	Iteration 286Q: 3 clusters Score -1.361037e+07 nChanged 1642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1.361107e+07 nChanged 1830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1.361197e+07 nChanged 2039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -13612956.000000 Penalty: 3752.236816
	Iteration 289Q: 3 clusters Score -1.361296e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -13614115.000000 Penalty: 3752.236816
	Iteration 290Q: 3 clusters Score -1.361412e+07 nChanged 2200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -13615260.000000 Penalty: 3752.236816
	Iteration 291Q: 3 clusters Score -1.361526e+07 nChanged 2090
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -13616322.000000 Penalty: 3752.236816
	Iteration 292Q: 3 clusters Score -1.361632e+07 nChanged 1875
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -13617202.000000 Penalty: 3752.236816
	Iteration 293Q: 3 clusters Score -1.36172e+07 nChanged 1569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -13617865.000000 Penalty: 3752.236816
	Iteration 294Q: 3 clusters Score -1.361786e+07 nChanged 1271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -13618335.000000 Penalty: 3752.236816
	Iteration 295Q: 3 clusters Score -1.361834e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -13618603.000000 Penalty: 3752.236816
	Iteration 296Q: 3 clusters Score -1.36186e+07 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -13618773.000000 Penalty: 3752.236816
	Iteration 297Q: 3 clusters Score -1.361877e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -13618903.000000 Penalty: 3752.236816
	Iteration 298Q: 3 clusters Score -1.36189e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -13619069.000000 Penalty: 3752.236816
	Iteration 299Q: 3 clusters Score -1.361907e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -13619320.000000 Penalty: 3752.236816
	Iteration 300F: 3 clusters Score -1.361932e+07 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -13619399.000000 Penalty: 3752.236816
	Iteration 301Q: 3 clusters Score -1.36194e+07 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -13619512.000000 Penalty: 3752.236816
	Iteration 302Q: 3 clusters Score -1.361951e+07 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1.361953e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -13619605.000000 Penalty: 3752.236816
	Iteration 304Q: 3 clusters Score -1.36196e+07 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -13619635.000000 Penalty: 3752.236816
	Iteration 305Q: 3 clusters Score -1.361964e+07 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1.361966e+07 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1.361967e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -13619678.000000 Penalty: 3752.236816
	Iteration 308Q: 3 clusters Score -1.361968e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1.361967e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -13619660.000000 Penalty: 3752.236816
	Iteration 310Q: 3 clusters Score -1.361966e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -1.361968e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1.361968e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -1.361966e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -1.361968e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1.361967e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -13619675.000000 Penalty: 3752.236816
	Iteration 316Q: 3 clusters Score -1.361968e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -13619664.000000 Penalty: 3752.236816
	Iteration 317Q: 3 clusters Score -1.361966e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -1.361968e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -1.361968e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -1.361967e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -13619680.000000 Penalty: 3752.236816
	Iteration 321Q: 3 clusters Score -1.361968e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -1.361969e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -1.361969e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -1.361971e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -1.361971e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -1.361971e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -1.361973e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -1.361971e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -13619734.000000 Penalty: 3752.236816
	Iteration 329Q: 3 clusters Score -1.361973e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -13619728.000000 Penalty: 3752.236816
	Iteration 330Q: 3 clusters Score -1.361973e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -13619743.000000 Penalty: 3752.236816
	Iteration 331Q: 3 clusters Score -1.361974e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -13619718.000000 Penalty: 3752.236816
	Iteration 332Q: 3 clusters Score -1.361972e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -1.361971e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -13619713.000000 Penalty: 3752.236816
	Iteration 334Q: 3 clusters Score -1.361971e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -13619696.000000 Penalty: 3752.236816
	Iteration 335Q: 3 clusters Score -1.36197e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -13619694.000000 Penalty: 3752.236816
	Iteration 336Q: 3 clusters Score -1.361969e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -13619685.000000 Penalty: 3752.236816
	Iteration 337Q: 3 clusters Score -1.361968e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -13619697.000000 Penalty: 3752.236816
	Iteration 338Q: 3 clusters Score -1.36197e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -13619714.000000 Penalty: 3752.236816
	Iteration 339Q: 3 clusters Score -1.361971e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -13619709.000000 Penalty: 3752.236816
	Iteration 340F: 3 clusters Score -1.361971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -13619709.000000 Penalty: 3752.236816
	Iteration 341Q: 3 clusters Score -1.361971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -13619690.000000 Penalty: 3752.236816
	Iteration 342Q: 3 clusters Score -1.361969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -13619710.000000 Penalty: 3752.236816
	Iteration 343Q: 3 clusters Score -1.361971e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -13619721.000000 Penalty: 3752.236816
	Iteration 344Q: 3 clusters Score -1.361972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -13619713.000000 Penalty: 3752.236816
	Iteration 345Q: 3 clusters Score -1.361971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -13619720.000000 Penalty: 3752.236816
	Iteration 346Q: 3 clusters Score -1.361972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -13619726.000000 Penalty: 3752.236816
	Iteration 347Q: 3 clusters Score -1.361973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -13619731.000000 Penalty: 3752.236816
	Iteration 348Q: 3 clusters Score -1.361973e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -13619735.000000 Penalty: 3752.236816
	Iteration 349Q: 3 clusters Score -1.361974e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -13619729.000000 Penalty: 3752.236816
	Iteration 350Q: 3 clusters Score -1.361973e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -13619729.000000 Penalty: 3752.236816
	Iteration 351Q: 3 clusters Score -1.361973e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -13619703.000000 Penalty: 3752.236816
	Iteration 352Q: 3 clusters Score -1.36197e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -13619703.000000 Penalty: 3752.236816
	Iteration 353Q: 3 clusters Score -1.36197e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -13619702.000000 Penalty: 3752.236816
	Iteration 354Q: 3 clusters Score -1.36197e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -13619722.000000 Penalty: 3752.236816
	Iteration 355Q: 3 clusters Score -1.361972e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -13619724.000000 Penalty: 3752.236816
	Iteration 356Q: 3 clusters Score -1.361972e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -13619722.000000 Penalty: 3752.236816
	Iteration 357Q: 3 clusters Score -1.361972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -13619726.000000 Penalty: 3752.236816
	Iteration 358Q: 3 clusters Score -1.361973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -13619717.000000 Penalty: 3752.236816
	Iteration 359Q: 3 clusters Score -1.361972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -13619719.000000 Penalty: 3752.236816
	Iteration 360F: 3 clusters Score -1.361972e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -13619722.000000 Penalty: 3752.236816
	Iteration 361Q: 3 clusters Score -1.361972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -13619704.000000 Penalty: 3752.236816
	Iteration 362Q: 3 clusters Score -1.36197e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -13619699.000000 Penalty: 3752.236816
	Iteration 363Q: 3 clusters Score -1.36197e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -13619689.000000 Penalty: 3752.236816
	Iteration 364Q: 3 clusters Score -1.361969e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -13619675.000000 Penalty: 3752.236816
	Iteration 365Q: 3 clusters Score -1.361968e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -13619665.000000 Penalty: 3752.236816
	Iteration 366Q: 3 clusters Score -1.361966e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -13619676.000000 Penalty: 3752.236816
	Iteration 367Q: 3 clusters Score -1.361968e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -13619679.000000 Penalty: 3752.236816
	Iteration 368Q: 3 clusters Score -1.361968e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -13619656.000000 Penalty: 3752.236816
	Iteration 369Q: 3 clusters Score -1.361966e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -13619642.000000 Penalty: 3752.236816
	Iteration 370Q: 3 clusters Score -1.361964e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -13619644.000000 Penalty: 3752.236816
	Iteration 371Q: 3 clusters Score -1.361964e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -13619662.000000 Penalty: 3752.236816
	Iteration 372Q: 3 clusters Score -1.361966e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -13619670.000000 Penalty: 3752.236816
	Iteration 373Q: 3 clusters Score -1.361967e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -13619691.000000 Penalty: 3752.236816
	Iteration 374Q: 3 clusters Score -1.361969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -13619688.000000 Penalty: 3752.236816
	Iteration 375Q: 3 clusters Score -1.361969e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -13619684.000000 Penalty: 3752.236816
	Iteration 376Q: 3 clusters Score -1.361968e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -13619701.000000 Penalty: 3752.236816
	Iteration 377Q: 3 clusters Score -1.36197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -13619708.000000 Penalty: 3752.236816
	Iteration 378Q: 3 clusters Score -1.361971e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -13619717.000000 Penalty: 3752.236816
	Iteration 379Q: 3 clusters Score -1.361972e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -13619711.000000 Penalty: 3752.236816
	Iteration 380F: 3 clusters Score -1.361971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -13619724.000000 Penalty: 3752.236816
	Iteration 381Q: 3 clusters Score -1.361972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -13619716.000000 Penalty: 3752.236816
	Iteration 382Q: 3 clusters Score -1.361972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -13619703.000000 Penalty: 3752.236816
	Iteration 383Q: 3 clusters Score -1.36197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -13619706.000000 Penalty: 3752.236816
	Iteration 384Q: 3 clusters Score -1.361971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -13619696.000000 Penalty: 3752.236816
	Iteration 385Q: 3 clusters Score -1.36197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -13619707.000000 Penalty: 3752.236816
	Iteration 386Q: 3 clusters Score -1.361971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -13619709.000000 Penalty: 3752.236816
	Iteration 387Q: 3 clusters Score -1.361971e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -13619691.000000 Penalty: 3752.236816
	Iteration 388Q: 3 clusters Score -1.361969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -13619703.000000 Penalty: 3752.236816
	Iteration 389Q: 3 clusters Score -1.36197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -13619717.000000 Penalty: 3752.236816
	Iteration 390Q: 3 clusters Score -1.361972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -13619717.000000 Penalty: 3752.236816
	Iteration 391Q: 3 clusters Score -1.361972e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -13619732.000000 Penalty: 3752.236816
	Iteration 392Q: 3 clusters Score -1.361973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -13619732.000000 Penalty: 3752.236816
	Iteration 393Q: 3 clusters Score -1.361973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -13619741.000000 Penalty: 3752.236816
	Iteration 394Q: 3 clusters Score -1.361974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -13619724.000000 Penalty: 3752.236816
	Iteration 395Q: 3 clusters Score -1.361972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -13619746.000000 Penalty: 3752.236816
	Iteration 396Q: 3 clusters Score -1.361975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -13619726.000000 Penalty: 3752.236816
	Iteration 397Q: 3 clusters Score -1.361973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -13619739.000000 Penalty: 3752.236816
	Iteration 398Q: 3 clusters Score -1.361974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -13619728.000000 Penalty: 3752.236816
	Iteration 399Q: 3 clusters Score -1.361973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -13619711.000000 Penalty: 3752.236816
	Iteration 400F: 3 clusters Score -1.361971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -13619720.000000 Penalty: 3752.236816
	Iteration 401Q: 3 clusters Score -1.361972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -13619702.000000 Penalty: 3752.236816
	Iteration 402Q: 3 clusters Score -1.36197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -13619697.000000 Penalty: 3752.236816
	Iteration 403Q: 3 clusters Score -1.36197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -13619695.000000 Penalty: 3752.236816
	Iteration 404Q: 3 clusters Score -1.36197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -13619701.000000 Penalty: 3752.236816
	Iteration 405Q: 3 clusters Score -1.36197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -13619679.000000 Penalty: 3752.236816
	Iteration 406Q: 3 clusters Score -1.361968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -13619686.000000 Penalty: 3752.236816
	Iteration 407Q: 3 clusters Score -1.361969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -1.361969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -13619698.000000 Penalty: 3752.236816
	Iteration 409Q: 3 clusters Score -1.36197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -13619709.000000 Penalty: 3752.236816
	Iteration 410Q: 3 clusters Score -1.361971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -13619711.000000 Penalty: 3752.236816
	Iteration 411Q: 3 clusters Score -1.361971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -13619704.000000 Penalty: 3752.236816
	Iteration 412Q: 3 clusters Score -1.36197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -13619701.000000 Penalty: 3752.236816
	Iteration 413Q: 3 clusters Score -1.36197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -1.36197e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -13619705.000000 Penalty: 3752.236816
	Iteration 415Q: 3 clusters Score -1.36197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -13619715.000000 Penalty: 3752.236816
	Iteration 416Q: 3 clusters Score -1.361972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -1.361971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -13619710.000000 Penalty: 3752.236816
	Iteration 418Q: 3 clusters Score -1.361971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -13619716.000000 Penalty: 3752.236816
	Iteration 419Q: 3 clusters Score -1.361972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -13619711.000000 Penalty: 3752.236816
	Iteration 420F: 3 clusters Score -1.361971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -13619714.000000 Penalty: 3752.236816
	Iteration 421Q: 3 clusters Score -1.361971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -13619716.000000 Penalty: 3752.236816
	Iteration 422Q: 3 clusters Score -1.361972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -13619715.000000 Penalty: 3752.236816
	Iteration 423Q: 3 clusters Score -1.361972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -13619715.000000 Penalty: 3752.236816
	Iteration 424Q: 3 clusters Score -1.361972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -13619701.000000 Penalty: 3752.236816
	Iteration 425Q: 3 clusters Score -1.36197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -13619703.000000 Penalty: 3752.236816
	Iteration 426Q: 3 clusters Score -1.36197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -13619696.000000 Penalty: 3752.236816
	Iteration 427Q: 3 clusters Score -1.36197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -13619691.000000 Penalty: 3752.236816
	Iteration 428Q: 3 clusters Score -1.361969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -13619686.000000 Penalty: 3752.236816
	Iteration 429Q: 3 clusters Score -1.361969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -13619699.000000 Penalty: 3752.236816
	Iteration 430Q: 3 clusters Score -1.36197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -13619705.000000 Penalty: 3752.236816
	Iteration 431Q: 3 clusters Score -1.36197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -13619697.000000 Penalty: 3752.236816
	Iteration 432Q: 3 clusters Score -1.36197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -13619696.000000 Penalty: 3752.236816
	Iteration 433Q: 3 clusters Score -1.36197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -13619698.000000 Penalty: 3752.236816
	Iteration 434Q: 3 clusters Score -1.36197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -13619708.000000 Penalty: 3752.236816
	Iteration 435Q: 3 clusters Score -1.361971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -13619712.000000 Penalty: 3752.236816
	Iteration 436Q: 3 clusters Score -1.361971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -13619695.000000 Penalty: 3752.236816
	Iteration 437Q: 3 clusters Score -1.36197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -13619695.000000 Penalty: 3752.236816
	Iteration 438Q: 3 clusters Score -1.36197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -13619694.000000 Penalty: 3752.236816
	Iteration 439Q: 3 clusters Score -1.361969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -13619703.000000 Penalty: 3752.236816
	Iteration 440F: 3 clusters Score -1.36197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -13619702.000000 Penalty: 3752.236816
	Iteration 441Q: 3 clusters Score -1.36197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -13619708.000000 Penalty: 3752.236816
	Iteration 442Q: 3 clusters Score -1.361971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -13619700.000000 Penalty: 3752.236816
	Iteration 443Q: 3 clusters Score -1.36197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -13619700.000000 Penalty: 3752.236816
	Iteration 444F: 3 clusters Score -1.36197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22939 members 
Mstep: Class 4 contains 54865 members 
Mstep: Class 5 contains 59221 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49979 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 55281 members 
Mstep: Class 10 contains 63403 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 22410 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 75176 members 
Mstep: Class 18 contains 15388 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 33302 members 
Mstep: Class 23 contains 58735 members 
Mstep: Class 24 contains 21997 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46445 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59791 members 
Mstep: Class 32 contains 61552 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 1664 members 
Mstep: Class 36 contains 10802 members 
Mstep: Class 37 contains 6296 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5885 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 36673 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74262 members 
Entering Unmasked Estep 
Score: -127796272.000000 Penalty: 98784.976562
Splitting cluster 21 changes total score from -127789408.000000 to -127796272.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 22 (33302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Entering Unmasked Estep 
Score: -4387183.500000 Penalty: 1692.173096
	Iteration 0F: 2 clusters Score -4387184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4364756.500000 Penalty: 3384.346191
	Iteration 0F: 3 clusters Score -4364756 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4373074.500000 Penalty: 3384.346191
	Iteration 1F: 3 clusters Score -4373074 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4373437.000000 Penalty: 3384.346191
	Iteration 2Q: 3 clusters Score -4373437 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4373732.500000 Penalty: 3384.346191
	Iteration 3Q: 3 clusters Score -4373732 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4374015.000000 Penalty: 3384.346191
	Iteration 4Q: 3 clusters Score -4374015 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4374291.000000 Penalty: 3384.346191
	Iteration 5Q: 3 clusters Score -4374291 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4374524.000000 Penalty: 3384.346191
	Iteration 6Q: 3 clusters Score -4374524 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4374795.000000 Penalty: 3384.346191
	Iteration 7Q: 3 clusters Score -4374795 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4375065.500000 Penalty: 3384.346191
	Iteration 8Q: 3 clusters Score -4375066 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4375341.500000 Penalty: 3384.346191
	Iteration 9Q: 3 clusters Score -4375342 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4375670.000000 Penalty: 3384.346191
	Iteration 10Q: 3 clusters Score -4375670 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4376000.000000 Penalty: 3384.346191
	Iteration 11Q: 3 clusters Score -4376000 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4376305.000000 Penalty: 3384.346191
	Iteration 12Q: 3 clusters Score -4376305 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4376696.000000 Penalty: 3384.346191
	Iteration 13Q: 3 clusters Score -4376696 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4377227.000000 Penalty: 3384.346191
	Iteration 14Q: 3 clusters Score -4377227 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4377933.000000 Penalty: 3384.346191
	Iteration 15Q: 3 clusters Score -4377933 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4378787.000000 Penalty: 3384.346191
	Iteration 16Q: 3 clusters Score -4378787 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4379800.500000 Penalty: 3384.346191
	Iteration 17Q: 3 clusters Score -4379800 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4381032.000000 Penalty: 3384.346191
	Iteration 18F: 3 clusters Score -4381032 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4382428.000000 Penalty: 3384.346191
	Iteration 19F: 3 clusters Score -4382428 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4383741.000000 Penalty: 3384.346191
	Iteration 20F: 3 clusters Score -4383741 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4384778.500000 Penalty: 3384.346191
	Iteration 21Q: 3 clusters Score -4384778 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4385270.500000 Penalty: 3384.346191
	Iteration 22Q: 3 clusters Score -4385270 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4385489.500000 Penalty: 3384.346191
	Iteration 23Q: 3 clusters Score -4385490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4385561.000000 Penalty: 3384.346191
	Iteration 24Q: 3 clusters Score -4385561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4385606.000000 Penalty: 3384.346191
	Iteration 25Q: 3 clusters Score -4385606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4385640.000000 Penalty: 3384.346191
	Iteration 26Q: 3 clusters Score -4385640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4385660.000000 Penalty: 3384.346191
	Iteration 27Q: 3 clusters Score -4385660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4385676.000000 Penalty: 3384.346191
	Iteration 28Q: 3 clusters Score -4385676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4385686.000000 Penalty: 3384.346191
	Iteration 29Q: 3 clusters Score -4385686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4385692.000000 Penalty: 3384.346191
	Iteration 30Q: 3 clusters Score -4385692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4385693.000000 Penalty: 3384.346191
	Iteration 31Q: 3 clusters Score -4385693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4385696.000000 Penalty: 3384.346191
	Iteration 32Q: 3 clusters Score -4385696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4385696.000000 Penalty: 3384.346191
	Iteration 33F: 3 clusters Score -4385696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Entering Unmasked Estep 
Score: -7771706.000000 Penalty: 1784.378540
	Iteration 0F: 2 clusters Score -7771706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -7732567.500000 Penalty: 3568.757080
	Iteration 0F: 3 clusters Score -7732568 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -7748126.500000 Penalty: 3568.757080
	Iteration 1F: 3 clusters Score -7748126 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -7748689.000000 Penalty: 3568.757080
	Iteration 2Q: 3 clusters Score -7748689 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -7749224.500000 Penalty: 3568.757080
	Iteration 3Q: 3 clusters Score -7749224 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -7749845.000000 Penalty: 3568.757080
	Iteration 4Q: 3 clusters Score -7749845 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -7750647.500000 Penalty: 3568.757080
	Iteration 5Q: 3 clusters Score -7750648 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -7751637.000000 Penalty: 3568.757080
	Iteration 6Q: 3 clusters Score -7751637 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -7753081.000000 Penalty: 3568.757080
	Iteration 7Q: 3 clusters Score -7753081 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -7754942.500000 Penalty: 3568.757080
	Iteration 8F: 3 clusters Score -7754942 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -7757416.000000 Penalty: 3568.757080
	Iteration 9F: 3 clusters Score -7757416 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -7760226.000000 Penalty: 3568.757080
	Iteration 10F: 3 clusters Score -7760226 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -7763061.500000 Penalty: 3568.757080
	Iteration 11F: 3 clusters Score -7763062 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -7765434.000000 Penalty: 3568.757080
	Iteration 12F: 3 clusters Score -7765434 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -7767123.500000 Penalty: 3568.757080
	Iteration 13Q: 3 clusters Score -7767124 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7768208.500000 Penalty: 3568.757080
	Iteration 14Q: 3 clusters Score -7768208 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7768877.500000 Penalty: 3568.757080
	Iteration 15Q: 3 clusters Score -7768878 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7769308.000000 Penalty: 3568.757080
	Iteration 16Q: 3 clusters Score -7769308 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7769599.500000 Penalty: 3568.757080
	Iteration 17Q: 3 clusters Score -7769600 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7769782.000000 Penalty: 3568.757080
	Iteration 18Q: 3 clusters Score -7769782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7769889.500000 Penalty: 3568.757080
	Iteration 19Q: 3 clusters Score -7769890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7769990.500000 Penalty: 3568.757080
	Iteration 20F: 3 clusters Score -7769990 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7770048.500000 Penalty: 3568.757080
	Iteration 21Q: 3 clusters Score -7770048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7770083.000000 Penalty: 3568.757080
	Iteration 22Q: 3 clusters Score -7770083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7770144.000000 Penalty: 3568.757080
	Iteration 23Q: 3 clusters Score -7770144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7770173.000000 Penalty: 3568.757080
	Iteration 24Q: 3 clusters Score -7770173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7770193.500000 Penalty: 3568.757080
	Iteration 25Q: 3 clusters Score -7770194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7770209.000000 Penalty: 3568.757080
	Iteration 26Q: 3 clusters Score -7770209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7770232.000000 Penalty: 3568.757080
	Iteration 27Q: 3 clusters Score -7770232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7770234.000000 Penalty: 3568.757080
	Iteration 28Q: 3 clusters Score -7770234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7770231.000000 Penalty: 3568.757080
	Iteration 29Q: 3 clusters Score -7770231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7770237.000000 Penalty: 3568.757080
	Iteration 30Q: 3 clusters Score -7770237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7770238.500000 Penalty: 3568.757080
	Iteration 31Q: 3 clusters Score -7770238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7770241.000000 Penalty: 3568.757080
	Iteration 32Q: 3 clusters Score -7770241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7770240.500000 Penalty: 3568.757080
	Iteration 33Q: 3 clusters Score -7770240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7770246.500000 Penalty: 3568.757080
	Iteration 34Q: 3 clusters Score -7770246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7770251.000000 Penalty: 3568.757080
	Iteration 35Q: 3 clusters Score -7770251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7770251.000000 Penalty: 3568.757080
	Iteration 36Q: 3 clusters Score -7770251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7770251.000000 Penalty: 3568.757080
	Iteration 37F: 3 clusters Score -7770251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Entering Unmasked Estep 
Score: -2912713.500000 Penalty: 1624.782471
	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 10938 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2897853.000000 Penalty: 3249.564941
	Iteration 0F: 3 clusters Score -2897853 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2903191.500000 Penalty: 3249.564941
	Iteration 1F: 3 clusters Score -2903192 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2903517.250000 Penalty: 3249.564941
	Iteration 2Q: 3 clusters Score -2903517 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2903761.250000 Penalty: 3249.564941
	Iteration 3Q: 3 clusters Score -2903761 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2903995.250000 Penalty: 3249.564941
	Iteration 4Q: 3 clusters Score -2903995 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2904211.750000 Penalty: 3249.564941
	Iteration 5Q: 3 clusters Score -2904212 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2904418.000000 Penalty: 3249.564941
	Iteration 6Q: 3 clusters Score -2904418 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2904628.500000 Penalty: 3249.564941
	Iteration 7Q: 3 clusters Score -2904628 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2904895.250000 Penalty: 3249.564941
	Iteration 8Q: 3 clusters Score -2904895 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2905240.000000 Penalty: 3249.564941
	Iteration 9Q: 3 clusters Score -2905240 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2905789.750000 Penalty: 3249.564941
	Iteration 10Q: 3 clusters Score -2905790 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2906611.000000 Penalty: 3249.564941
	Iteration 11F: 3 clusters Score -2906611 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2907564.500000 Penalty: 3249.564941
	Iteration 12F: 3 clusters Score -2907564 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2908571.000000 Penalty: 3249.564941
	Iteration 13F: 3 clusters Score -2908571 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2909524.500000 Penalty: 3249.564941
	Iteration 14F: 3 clusters Score -2909524 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2910221.250000 Penalty: 3249.564941
	Iteration 15Q: 3 clusters Score -2910221 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2910674.500000 Penalty: 3249.564941
	Iteration 16Q: 3 clusters Score -2910674 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2910940.500000 Penalty: 3249.564941
	Iteration 17Q: 3 clusters Score -2910940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2911061.000000 Penalty: 3249.564941
	Iteration 18Q: 3 clusters Score -2911061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2911130.750000 Penalty: 3249.564941
	Iteration 19Q: 3 clusters Score -2911131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2911186.250000 Penalty: 3249.564941
	Iteration 20F: 3 clusters Score -2911186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2911217.250000 Penalty: 3249.564941
	Iteration 21Q: 3 clusters Score -2911217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2911242.500000 Penalty: 3249.564941
	Iteration 22Q: 3 clusters Score -2911242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2911256.250000 Penalty: 3249.564941
	Iteration 23Q: 3 clusters Score -2911256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2911264.250000 Penalty: 3249.564941
	Iteration 24Q: 3 clusters Score -2911264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2911269.750000 Penalty: 3249.564941
	Iteration 25Q: 3 clusters Score -2911270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2911275.750000 Penalty: 3249.564941
	Iteration 26Q: 3 clusters Score -2911276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2911281.750000 Penalty: 3249.564941
	Iteration 27Q: 3 clusters Score -2911282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2911282.000000 Penalty: 3249.564941
	Iteration 28Q: 3 clusters Score -2911282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2911284.500000 Penalty: 3249.564941
	Iteration 29Q: 3 clusters Score -2911284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2911287.000000 Penalty: 3249.564941
	Iteration 30Q: 3 clusters Score -2911287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2911287.250000 Penalty: 3249.564941
	Iteration 31Q: 3 clusters Score -2911287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2911287.250000 Penalty: 3249.564941
	Iteration 32Q: 3 clusters Score -2911287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2911284.500000 Penalty: 3249.564941
	Iteration 33Q: 3 clusters Score -2911284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2911286.250000 Penalty: 3249.564941
	Iteration 34Q: 3 clusters Score -2911286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2911286.250000 Penalty: 3249.564941
	Iteration 35F: 3 clusters Score -2911286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -362713.093750 Penalty: 1300.763672
	Iteration 0F: 2 clusters Score -362713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -360045.156250 Penalty: 2601.527344
	Iteration 0F: 3 clusters Score -360045.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -360709.625000 Penalty: 2601.527344
	Iteration 1F: 3 clusters Score -360709.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -360880.500000 Penalty: 2601.527344
	Iteration 2F: 3 clusters Score -360880.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -360998.531250 Penalty: 2601.527344
	Iteration 3F: 3 clusters Score -360998.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -361085.531250 Penalty: 2601.527344
	Iteration 4Q: 3 clusters Score -361085.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -361171.250000 Penalty: 2601.527344
	Iteration 5Q: 3 clusters Score -361171.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -361246.562500 Penalty: 2601.527344
	Iteration 6Q: 3 clusters Score -361246.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -361319.625000 Penalty: 2601.527344
	Iteration 7Q: 3 clusters Score -361319.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -361394.187500 Penalty: 2601.527344
	Iteration 8Q: 3 clusters Score -361394.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361464.750000 Penalty: 2601.527344
	Iteration 9Q: 3 clusters Score -361464.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -361517.125000 Penalty: 2601.527344
	Iteration 10Q: 3 clusters Score -361517.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -361564.156250 Penalty: 2601.527344
	Iteration 11Q: 3 clusters Score -361564.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -361610.531250 Penalty: 2601.527344
	Iteration 12Q: 3 clusters Score -361610.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -361641.781250 Penalty: 2601.527344
	Iteration 13Q: 3 clusters Score -361641.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -361663.937500 Penalty: 2601.527344
	Iteration 14Q: 3 clusters Score -361663.9 nChanged 41
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: -361682.625000 Penalty: 2601.527344
	Iteration 15Q: 3 clusters Score -361682.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361698.250000 Penalty: 2601.527344
	Iteration 16Q: 3 clusters Score -361698.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -361709.156250 Penalty: 2601.527344
	Iteration 17Q: 3 clusters Score -361709.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -361720.437500 Penalty: 2601.527344
	Iteration 18Q: 3 clusters Score -361720.4 nChanged 26
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: -361734.593750 Penalty: 2601.527344
	Iteration 19Q: 3 clusters Score -361734.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -361752.906250 Penalty: 2601.527344
	Iteration 20F: 3 clusters Score -361752.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -361767.093750 Penalty: 2601.527344
	Iteration 21Q: 3 clusters Score -361767.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -361780.406250 Penalty: 2601.527344
	Iteration 22Q: 3 clusters Score -361780.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -361794.406250 Penalty: 2601.527344
	Iteration 23Q: 3 clusters Score -361794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -361802.281250 Penalty: 2601.527344
	Iteration 24Q: 3 clusters Score -361802.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -361807.875000 Penalty: 2601.527344
	Iteration 25Q: 3 clusters Score -361807.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -361815.062500 Penalty: 2601.527344
	Iteration 26Q: 3 clusters Score -361815.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -361818.781250 Penalty: 2601.527344
	Iteration 27Q: 3 clusters Score -361818.8 nChanged 9
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: -361821.250000 Penalty: 2601.527344
	Iteration 28Q: 3 clusters Score -361821.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -361824.968750 Penalty: 2601.527344
	Iteration 29Q: 3 clusters Score -361825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -361832.500000 Penalty: 2601.527344
	Iteration 30Q: 3 clusters Score -361832.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -361841.406250 Penalty: 2601.527344
	Iteration 31Q: 3 clusters Score -361841.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -361855.406250 Penalty: 2601.527344
	Iteration 32Q: 3 clusters Score -361855.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -361876.750000 Penalty: 2601.527344
	Iteration 33Q: 3 clusters Score -361876.8 nChanged 43
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: -361900.875000 Penalty: 2601.527344
	Iteration 34Q: 3 clusters Score -361900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -361923.031250 Penalty: 2601.527344
	Iteration 35Q: 3 clusters Score -361923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -361940.375000 Penalty: 2601.527344
	Iteration 36Q: 3 clusters Score -361940.4 nChanged 26
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: -361956.812500 Penalty: 2601.527344
	Iteration 37Q: 3 clusters Score -361956.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -361972.593750 Penalty: 2601.527344
	Iteration 38Q: 3 clusters Score -361972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -361983.156250 Penalty: 2601.527344
	Iteration 39Q: 3 clusters Score -361983.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -361988.593750 Penalty: 2601.527344
	Iteration 40F: 3 clusters Score -361988.6 nChanged 17
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: -361996.343750 Penalty: 2601.527344
	Iteration 41Q: 3 clusters Score -361996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -362000.843750 Penalty: 2601.527344
	Iteration 42Q: 3 clusters Score -362000.8 nChanged 8
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: -362002.500000 Penalty: 2601.527344
	Iteration 43Q: 3 clusters Score -362002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -362005.531250 Penalty: 2601.527344
	Iteration 44Q: 3 clusters Score -362005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -362007.843750 Penalty: 2601.527344
	Iteration 45Q: 3 clusters Score -362007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -362009.750000 Penalty: 2601.527344
	Iteration 46Q: 3 clusters Score -362009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -362011.187500 Penalty: 2601.527344
	Iteration 47Q: 3 clusters Score -362011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -362014.687500 Penalty: 2601.527344
	Iteration 48Q: 3 clusters Score -362014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -362015.906250 Penalty: 2601.527344
	Iteration 49Q: 3 clusters Score -362015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -362018.281250 Penalty: 2601.527344
	Iteration 50Q: 3 clusters Score -362018.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -362021.750000 Penalty: 2601.527344
	Iteration 51Q: 3 clusters Score -362021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -362023.531250 Penalty: 2601.527344
	Iteration 52Q: 3 clusters Score -362023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -362026.562500 Penalty: 2601.527344
	Iteration 53Q: 3 clusters Score -362026.6 nChanged 10
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: -362031.718750 Penalty: 2601.527344
	Iteration 54Q: 3 clusters Score -362031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -362036.687500 Penalty: 2601.527344
	Iteration 55Q: 3 clusters Score -362036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -362040.156250 Penalty: 2601.527344
	Iteration 56Q: 3 clusters Score -362040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -362042.187500 Penalty: 2601.527344
	Iteration 57Q: 3 clusters Score -362042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -362045.593750 Penalty: 2601.527344
	Iteration 58Q: 3 clusters Score -362045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -362050.250000 Penalty: 2601.527344
	Iteration 59Q: 3 clusters Score -362050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -362054.718750 Penalty: 2601.527344
	Iteration 60F: 3 clusters Score -362054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -362058.843750 Penalty: 2601.527344
	Iteration 61Q: 3 clusters Score -362058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -362064.406250 Penalty: 2601.527344
	Iteration 62Q: 3 clusters Score -362064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -362068.187500 Penalty: 2601.527344
	Iteration 63Q: 3 clusters Score -362068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -362069.687500 Penalty: 2601.527344
	Iteration 64Q: 3 clusters Score -362069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -362070.781250 Penalty: 2601.527344
	Iteration 65Q: 3 clusters Score -362070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -362070.781250 Penalty: 2601.527344
	Iteration 66F: 3 clusters Score -362070.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17859.933594 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17859.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18045.070312 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18045.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18156.371094 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18156.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18184.998047 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18212.558594 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18212.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18230.072266 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18230.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18239.666016 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18239.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18239.666016 Penalty: 1746.965454
	Iteration 7F: 3 clusters Score -18239.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (46445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Entering Unmasked Estep 
Score: -5838370.500000 Penalty: 1746.228882
	Iteration 0F: 2 clusters Score -5838370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5806975.000000 Penalty: 3492.457764
	Iteration 0F: 3 clusters Score -5806975 nChanged 21937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5819457.000000 Penalty: 3492.457764
	Iteration 1F: 3 clusters Score -5819457 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5820062.000000 Penalty: 3492.457764
	Iteration 2Q: 3 clusters Score -5820062 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5820949.000000 Penalty: 3492.457764
	Iteration 3Q: 3 clusters Score -5820949 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -5822323.000000 Penalty: 3492.457764
	Iteration 4F: 3 clusters Score -5822323 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5824631.500000 Penalty: 3492.457764
	Iteration 5F: 3 clusters Score -5824632 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5828024.000000 Penalty: 3492.457764
	Iteration 6F: 3 clusters Score -5828024 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5831784.000000 Penalty: 3492.457764
	Iteration 7F: 3 clusters Score -5831784 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -5834556.000000 Penalty: 3492.457764
	Iteration 8F: 3 clusters Score -5834556 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5835924.000000 Penalty: 3492.457764
	Iteration 9Q: 3 clusters Score -5835924 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -5836475.000000 Penalty: 3492.457764
	Iteration 10Q: 3 clusters Score -5836475 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5836676.500000 Penalty: 3492.457764
	Iteration 11Q: 3 clusters Score -5836676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5836776.000000 Penalty: 3492.457764
	Iteration 12Q: 3 clusters Score -5836776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -5836811.500000 Penalty: 3492.457764
	Iteration 13Q: 3 clusters Score -5836812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5836829.500000 Penalty: 3492.457764
	Iteration 14Q: 3 clusters Score -5836830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -5836834.500000 Penalty: 3492.457764
	Iteration 15Q: 3 clusters Score -5836834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -5836843.500000 Penalty: 3492.457764
	Iteration 16Q: 3 clusters Score -5836844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5836851.500000 Penalty: 3492.457764
	Iteration 17Q: 3 clusters Score -5836852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -5836856.500000 Penalty: 3492.457764
	Iteration 18Q: 3 clusters Score -5836856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5836863.000000 Penalty: 3492.457764
	Iteration 19Q: 3 clusters Score -5836863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -5836875.500000 Penalty: 3492.457764
	Iteration 20F: 3 clusters Score -5836876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5836882.500000 Penalty: 3492.457764
	Iteration 21Q: 3 clusters Score -5836882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -5836880.500000 Penalty: 3492.457764
	Iteration 22Q: 3 clusters Score -5836880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5836879.500000 Penalty: 3492.457764
	Iteration 23Q: 3 clusters Score -5836880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5836879.500000 Penalty: 3492.457764
	Iteration 24F: 3 clusters Score -5836880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -469540.187500 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -469540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -466476.000000 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -466476 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467234.343750 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -467234.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -467343.218750 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -467343.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -467405.875000 Penalty: 2653.466064
	Iteration 3Q: 3 clusters Score -467405.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -467456.218750 Penalty: 2653.466064
	Iteration 4Q: 3 clusters Score -467456.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -467484.625000 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -467484.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -467515.250000 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -467515.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -467535.312500 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -467535.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -467557.625000 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -467557.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -467573.093750 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -467573.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -467587.562500 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -467587.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -467601.843750 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -467601.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -467615.281250 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -467615.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -467627.093750 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -467627.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -467635.718750 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -467635.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -467642.718750 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -467642.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -467650.968750 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -467651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -467656.406250 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -467656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -467663.000000 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -467663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -467666.750000 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -467666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -467667.968750 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -467668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -467669.718750 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -467669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -467671.281250 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -467671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -467673.718750 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -467673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467677.218750 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -467677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -467679.281250 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -467679.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -467680.781250 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -467680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467683.343750 Penalty: 2653.466064
	Iteration 27Q: 3 clusters Score -467683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -467683.968750 Penalty: 2653.466064
	Iteration 28Q: 3 clusters Score -467684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467684.375000 Penalty: 2653.466064
	Iteration 29Q: 3 clusters Score -467684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -467685.812500 Penalty: 2653.466064
	Iteration 30Q: 3 clusters Score -467685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -467687.656250 Penalty: 2653.466064
	Iteration 31Q: 3 clusters Score -467687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -467687.406250 Penalty: 2653.466064
	Iteration 32Q: 3 clusters Score -467687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -467687.562500 Penalty: 2653.466064
	Iteration 33Q: 3 clusters Score -467687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -467687.906250 Penalty: 2653.466064
	Iteration 34Q: 3 clusters Score -467687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -467689.437500 Penalty: 2653.466064
	Iteration 35Q: 3 clusters Score -467689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -467689.718750 Penalty: 2653.466064
	Iteration 36Q: 3 clusters Score -467689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467690.375000 Penalty: 2653.466064
	Iteration 37Q: 3 clusters Score -467690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467689.781250 Penalty: 2653.466064
	Iteration 38Q: 3 clusters Score -467689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -467690.656250 Penalty: 2653.466064
	Iteration 39Q: 3 clusters Score -467690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -467690.656250 Penalty: 2653.466064
	Iteration 40F: 3 clusters Score -467690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -127129.609375 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -127129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125665.289062 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -125665.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125921.796875 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -125921.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125992.156250 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -125992.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -126026.781250 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -126026.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126052.968750 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -126053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126071.742188 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -126071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126089.820312 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -126089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126102.929688 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -126102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126110.578125 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -126110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126119.000000 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -126119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126126.164062 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -126126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126130.820312 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -126130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126134.070312 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -126134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126135.023438 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -126135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126137.101562 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -126137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126140.023438 Penalty: 2246.964600
	Iteration 15Q: 3 clusters Score -126140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -126142.828125 Penalty: 2246.964600
	Iteration 16Q: 3 clusters Score -126142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -126143.476562 Penalty: 2246.964600
	Iteration 17Q: 3 clusters Score -126143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126143.796875 Penalty: 2246.964600
	Iteration 18Q: 3 clusters Score -126143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126144.156250 Penalty: 2246.964600
	Iteration 19Q: 3 clusters Score -126144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126144.156250 Penalty: 2246.964600
	Iteration 20F: 3 clusters Score -126144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (59791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Entering Unmasked Estep 
Score: -7958966.500000 Penalty: 1787.274170
	Iteration 0F: 2 clusters Score -7958966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -7919545.000000 Penalty: 3574.548340
	Iteration 0F: 3 clusters Score -7919545 nChanged 28098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -7935300.000000 Penalty: 3574.548340
	Iteration 1F: 3 clusters Score -7935300 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -7935788.500000 Penalty: 3574.548340
	Iteration 2Q: 3 clusters Score -7935788 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7936284.000000 Penalty: 3574.548340
	Iteration 3Q: 3 clusters Score -7936284 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -7936906.000000 Penalty: 3574.548340
	Iteration 4Q: 3 clusters Score -7936906 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -7937608.500000 Penalty: 3574.548340
	Iteration 5Q: 3 clusters Score -7937608 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7938456.000000 Penalty: 3574.548340
	Iteration 6Q: 3 clusters Score -7938456 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -7939429.000000 Penalty: 3574.548340
	Iteration 7Q: 3 clusters Score -7939429 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7940814.000000 Penalty: 3574.548340
	Iteration 8Q: 3 clusters Score -7940814 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -7942713.000000 Penalty: 3574.548340
	Iteration 9F: 3 clusters Score -7942713 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -7945118.000000 Penalty: 3574.548340
	Iteration 10F: 3 clusters Score -7945118 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -7948089.000000 Penalty: 3574.548340
	Iteration 11F: 3 clusters Score -7948089 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7951277.500000 Penalty: 3574.548340
	Iteration 12F: 3 clusters Score -7951278 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7954013.500000 Penalty: 3574.548340
	Iteration 13F: 3 clusters Score -7954014 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7956114.000000 Penalty: 3574.548340
	Iteration 14Q: 3 clusters Score -7956114 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7956897.500000 Penalty: 3574.548340
	Iteration 15Q: 3 clusters Score -7956898 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7957194.000000 Penalty: 3574.548340
	Iteration 16Q: 3 clusters Score -7957194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7957283.500000 Penalty: 3574.548340
	Iteration 17Q: 3 clusters Score -7957284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7957307.000000 Penalty: 3574.548340
	Iteration 18Q: 3 clusters Score -7957307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7957332.000000 Penalty: 3574.548340
	Iteration 19Q: 3 clusters Score -7957332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7957348.000000 Penalty: 3574.548340
	Iteration 20F: 3 clusters Score -7957348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7957349.000000 Penalty: 3574.548340
	Iteration 21Q: 3 clusters Score -7957349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7957353.000000 Penalty: 3574.548340
	Iteration 22Q: 3 clusters Score -7957353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7957358.000000 Penalty: 3574.548340
	Iteration 23Q: 3 clusters Score -7957358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7957368.000000 Penalty: 3574.548340
	Iteration 24Q: 3 clusters Score -7957368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7957368.000000 Penalty: 3574.548340
	Iteration 25F: 3 clusters Score -7957368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (61552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Entering Unmasked Estep 
Score: -8158107.500000 Penalty: 1791.991089
	Iteration 0F: 2 clusters Score -8158108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -8117214.000000 Penalty: 3583.982178
	Iteration 0F: 3 clusters Score -8117214 nChanged 29024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -8133714.000000 Penalty: 3583.982178
	Iteration 1F: 3 clusters Score -8133714 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -8134163.500000 Penalty: 3583.982178
	Iteration 2Q: 3 clusters Score -8134164 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8134689.500000 Penalty: 3583.982178
	Iteration 3Q: 3 clusters Score -8134690 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -8135156.000000 Penalty: 3583.982178
	Iteration 4Q: 3 clusters Score -8135156 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -8135704.500000 Penalty: 3583.982178
	Iteration 5Q: 3 clusters Score -8135704 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -8136373.000000 Penalty: 3583.982178
	Iteration 6Q: 3 clusters Score -8136373 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -8137213.000000 Penalty: 3583.982178
	Iteration 7Q: 3 clusters Score -8137213 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8138441.500000 Penalty: 3583.982178
	Iteration 8Q: 3 clusters Score -8138442 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -8140303.000000 Penalty: 3583.982178
	Iteration 9F: 3 clusters Score -8140303 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8142650.000000 Penalty: 3583.982178
	Iteration 10F: 3 clusters Score -8142650 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8145140.000000 Penalty: 3583.982178
	Iteration 11F: 3 clusters Score -8145140 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8147020.000000 Penalty: 3583.982178
	Iteration 12Q: 3 clusters Score -8147020 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8147929.000000 Penalty: 3583.982178
	Iteration 13Q: 3 clusters Score -8147929 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8148422.500000 Penalty: 3583.982178
	Iteration 14Q: 3 clusters Score -8148422 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8148878.000000 Penalty: 3583.982178
	Iteration 15Q: 3 clusters Score -8148878 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -8149319.500000 Penalty: 3583.982178
	Iteration 16Q: 3 clusters Score -8149320 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -8149758.500000 Penalty: 3583.982178
	Iteration 17Q: 3 clusters Score -8149758 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -8150279.000000 Penalty: 3583.982178
	Iteration 18Q: 3 clusters Score -8150279 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -8150806.500000 Penalty: 3583.982178
	Iteration 19Q: 3 clusters Score -8150806 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -8151295.000000 Penalty: 3583.982178
	Iteration 20F: 3 clusters Score -8151295 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -8151884.500000 Penalty: 3583.982178
	Iteration 21Q: 3 clusters Score -8151884 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -8152392.000000 Penalty: 3583.982178
	Iteration 22Q: 3 clusters Score -8152392 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -8152958.000000 Penalty: 3583.982178
	Iteration 23Q: 3 clusters Score -8152958 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -8153465.000000 Penalty: 3583.982178
	Iteration 24Q: 3 clusters Score -8153465 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -8153994.000000 Penalty: 3583.982178
	Iteration 25Q: 3 clusters Score -8153994 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -8154480.500000 Penalty: 3583.982178
	Iteration 26Q: 3 clusters Score -8154480 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -8154901.500000 Penalty: 3583.982178
	Iteration 27Q: 3 clusters Score -8154902 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -8155267.000000 Penalty: 3583.982178
	Iteration 28Q: 3 clusters Score -8155267 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -8155561.000000 Penalty: 3583.982178
	Iteration 29Q: 3 clusters Score -8155561 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -8155809.500000 Penalty: 3583.982178
	Iteration 30Q: 3 clusters Score -8155810 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -8155993.000000 Penalty: 3583.982178
	Iteration 31Q: 3 clusters Score -8155993 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -8156164.000000 Penalty: 3583.982178
	Iteration 32Q: 3 clusters Score -8156164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -8156266.500000 Penalty: 3583.982178
	Iteration 33Q: 3 clusters Score -8156266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -8156332.000000 Penalty: 3583.982178
	Iteration 34Q: 3 clusters Score -8156332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -8156348.000000 Penalty: 3583.982178
	Iteration 35Q: 3 clusters Score -8156348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -8156361.500000 Penalty: 3583.982178
	Iteration 36Q: 3 clusters Score -8156362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -8156371.500000 Penalty: 3583.982178
	Iteration 37Q: 3 clusters Score -8156372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -8156378.500000 Penalty: 3583.982178
	Iteration 38Q: 3 clusters Score -8156378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -8156392.500000 Penalty: 3583.982178
	Iteration 39Q: 3 clusters Score -8156392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -8156408.500000 Penalty: 3583.982178
	Iteration 40F: 3 clusters Score -8156408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -8156415.500000 Penalty: 3583.982178
	Iteration 41Q: 3 clusters Score -8156416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -8156420.000000 Penalty: 3583.982178
	Iteration 42Q: 3 clusters Score -8156420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -8156429.500000 Penalty: 3583.982178
	Iteration 43Q: 3 clusters Score -8156430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -8156444.500000 Penalty: 3583.982178
	Iteration 44Q: 3 clusters Score -8156444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -8156445.000000 Penalty: 3583.982178
	Iteration 45Q: 3 clusters Score -8156445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -8156457.500000 Penalty: 3583.982178
	Iteration 46Q: 3 clusters Score -8156458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -8156467.000000 Penalty: 3583.982178
	Iteration 47Q: 3 clusters Score -8156467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -8156469.000000 Penalty: 3583.982178
	Iteration 48Q: 3 clusters Score -8156469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -8156472.500000 Penalty: 3583.982178
	Iteration 49Q: 3 clusters Score -8156472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -8156481.000000 Penalty: 3583.982178
	Iteration 50Q: 3 clusters Score -8156481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -8156490.000000 Penalty: 3583.982178
	Iteration 51Q: 3 clusters Score -8156490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -8156491.500000 Penalty: 3583.982178
	Iteration 52Q: 3 clusters Score -8156492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -8156488.000000 Penalty: 3583.982178
	Iteration 53Q: 3 clusters Score -8156488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -8156488.500000 Penalty: 3583.982178
	Iteration 54Q: 3 clusters Score -8156488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -8156484.500000 Penalty: 3583.982178
	Iteration 55Q: 3 clusters Score -8156484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -8156487.000000 Penalty: 3583.982178
	Iteration 56Q: 3 clusters Score -8156487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -8156492.000000 Penalty: 3583.982178
	Iteration 57Q: 3 clusters Score -8156492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -8156492.000000 Penalty: 3583.982178
	Iteration 58F: 3 clusters Score -8156492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -350850.718750 Penalty: 1287.072510
	Iteration 0F: 2 clusters Score -350850.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348289.562500 Penalty: 2574.145020
	Iteration 0F: 3 clusters Score -348289.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -348869.812500 Penalty: 2574.145020
	Iteration 1F: 3 clusters Score -348869.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -348984.687500 Penalty: 2574.145020
	Iteration 2F: 3 clusters Score -348984.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -349055.093750 Penalty: 2574.145020
	Iteration 3F: 3 clusters Score -349055.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349099.875000 Penalty: 2574.145020
	Iteration 4Q: 3 clusters Score -349099.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -349139.625000 Penalty: 2574.145020
	Iteration 5Q: 3 clusters Score -349139.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -349179.718750 Penalty: 2574.145020
	Iteration 6Q: 3 clusters Score -349179.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -349219.000000 Penalty: 2574.145020
	Iteration 7Q: 3 clusters Score -349219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -349247.593750 Penalty: 2574.145020
	Iteration 8Q: 3 clusters Score -349247.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -349274.656250 Penalty: 2574.145020
	Iteration 9Q: 3 clusters Score -349274.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -349301.656250 Penalty: 2574.145020
	Iteration 10Q: 3 clusters Score -349301.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -349319.531250 Penalty: 2574.145020
	Iteration 11Q: 3 clusters Score -349319.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -349338.093750 Penalty: 2574.145020
	Iteration 12Q: 3 clusters Score -349338.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -349360.625000 Penalty: 2574.145020
	Iteration 13Q: 3 clusters Score -349360.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -349381.218750 Penalty: 2574.145020
	Iteration 14Q: 3 clusters Score -349381.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -349404.531250 Penalty: 2574.145020
	Iteration 15Q: 3 clusters Score -349404.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -349436.468750 Penalty: 2574.145020
	Iteration 16Q: 3 clusters Score -349436.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -349470.406250 Penalty: 2574.145020
	Iteration 17Q: 3 clusters Score -349470.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -349505.937500 Penalty: 2574.145020
	Iteration 18Q: 3 clusters Score -349505.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -349531.000000 Penalty: 2574.145020
	Iteration 19Q: 3 clusters Score -349531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -349560.250000 Penalty: 2574.145020
	Iteration 20F: 3 clusters Score -349560.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -349587.718750 Penalty: 2574.145020
	Iteration 21Q: 3 clusters Score -349587.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -349611.812500 Penalty: 2574.145020
	Iteration 22Q: 3 clusters Score -349611.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -349631.687500 Penalty: 2574.145020
	Iteration 23Q: 3 clusters Score -349631.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -349664.156250 Penalty: 2574.145020
	Iteration 24Q: 3 clusters Score -349664.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -349692.750000 Penalty: 2574.145020
	Iteration 25Q: 3 clusters Score -349692.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -349715.312500 Penalty: 2574.145020
	Iteration 26Q: 3 clusters Score -349715.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -349734.250000 Penalty: 2574.145020
	Iteration 27Q: 3 clusters Score -349734.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -349752.656250 Penalty: 2574.145020
	Iteration 28Q: 3 clusters Score -349752.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -349761.718750 Penalty: 2574.145020
	Iteration 29Q: 3 clusters Score -349761.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -349772.875000 Penalty: 2574.145020
	Iteration 30Q: 3 clusters Score -349772.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -349781.000000 Penalty: 2574.145020
	Iteration 31Q: 3 clusters Score -349781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -349785.437500 Penalty: 2574.145020
	Iteration 32Q: 3 clusters Score -349785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -349786.937500 Penalty: 2574.145020
	Iteration 33Q: 3 clusters Score -349786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -349787.093750 Penalty: 2574.145020
	Iteration 34Q: 3 clusters Score -349787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -349787.750000 Penalty: 2574.145020
	Iteration 35Q: 3 clusters Score -349787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -349787.750000 Penalty: 2574.145020
	Iteration 36F: 3 clusters Score -349787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -593585.062500 Penalty: 1378.052246
	Iteration 0F: 2 clusters Score -593585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -589767.625000 Penalty: 2756.104492
	Iteration 0F: 3 clusters Score -589767.6 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -590769.875000 Penalty: 2756.104492
	Iteration 1F: 3 clusters Score -590769.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -590903.062500 Penalty: 2756.104492
	Iteration 2F: 3 clusters Score -590903.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -591001.625000 Penalty: 2756.104492
	Iteration 3Q: 3 clusters Score -591001.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -591066.125000 Penalty: 2756.104492
	Iteration 4Q: 3 clusters Score -591066.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -591118.812500 Penalty: 2756.104492
	Iteration 5Q: 3 clusters Score -591118.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -591173.062500 Penalty: 2756.104492
	Iteration 6Q: 3 clusters Score -591173.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591224.125000 Penalty: 2756.104492
	Iteration 7Q: 3 clusters Score -591224.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -591274.062500 Penalty: 2756.104492
	Iteration 8Q: 3 clusters Score -591274.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -591325.312500 Penalty: 2756.104492
	Iteration 9Q: 3 clusters Score -591325.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -591376.750000 Penalty: 2756.104492
	Iteration 10Q: 3 clusters Score -591376.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -591444.875000 Penalty: 2756.104492
	Iteration 11Q: 3 clusters Score -591444.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -591536.500000 Penalty: 2756.104492
	Iteration 12Q: 3 clusters Score -591536.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -591624.187500 Penalty: 2756.104492
	Iteration 13Q: 3 clusters Score -591624.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -591709.625000 Penalty: 2756.104492
	Iteration 14Q: 3 clusters Score -591709.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -591805.250000 Penalty: 2756.104492
	Iteration 15Q: 3 clusters Score -591805.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -591883.000000 Penalty: 2756.104492
	Iteration 16Q: 3 clusters Score -591883 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -591970.750000 Penalty: 2756.104492
	Iteration 17Q: 3 clusters Score -591970.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -592042.937500 Penalty: 2756.104492
	Iteration 18Q: 3 clusters Score -592042.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -592099.187500 Penalty: 2756.104492
	Iteration 19Q: 3 clusters Score -592099.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -592137.937500 Penalty: 2756.104492
	Iteration 20F: 3 clusters Score -592137.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -592177.437500 Penalty: 2756.104492
	Iteration 21Q: 3 clusters Score -592177.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -592209.875000 Penalty: 2756.104492
	Iteration 22Q: 3 clusters Score -592209.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -592239.062500 Penalty: 2756.104492
	Iteration 23Q: 3 clusters Score -592239.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -592266.250000 Penalty: 2756.104492
	Iteration 24Q: 3 clusters Score -592266.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -592287.875000 Penalty: 2756.104492
	Iteration 25Q: 3 clusters Score -592287.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -592306.000000 Penalty: 2756.104492
	Iteration 26Q: 3 clusters Score -592306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -592324.750000 Penalty: 2756.104492
	Iteration 27Q: 3 clusters Score -592324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -592334.312500 Penalty: 2756.104492
	Iteration 28Q: 3 clusters Score -592334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -592338.937500 Penalty: 2756.104492
	Iteration 29Q: 3 clusters Score -592338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -592345.125000 Penalty: 2756.104492
	Iteration 30Q: 3 clusters Score -592345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -592349.937500 Penalty: 2756.104492
	Iteration 31Q: 3 clusters Score -592349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -592359.250000 Penalty: 2756.104492
	Iteration 32Q: 3 clusters Score -592359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -592362.687500 Penalty: 2756.104492
	Iteration 33Q: 3 clusters Score -592362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -592367.625000 Penalty: 2756.104492
	Iteration 34Q: 3 clusters Score -592367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -592372.437500 Penalty: 2756.104492
	Iteration 35Q: 3 clusters Score -592372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -592376.312500 Penalty: 2756.104492
	Iteration 36Q: 3 clusters Score -592376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -592384.437500 Penalty: 2756.104492
	Iteration 37Q: 3 clusters Score -592384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -592392.750000 Penalty: 2756.104492
	Iteration 38Q: 3 clusters Score -592392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -592398.437500 Penalty: 2756.104492
	Iteration 39Q: 3 clusters Score -592398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -592400.187500 Penalty: 2756.104492
	Iteration 40F: 3 clusters Score -592400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -592400.875000 Penalty: 2756.104492
	Iteration 41Q: 3 clusters Score -592400.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -592400.875000 Penalty: 2756.104492
	Iteration 42F: 3 clusters Score -592400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -215095.343750 Penalty: 1205.259155
	Iteration 0F: 2 clusters Score -215095.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213213.406250 Penalty: 2410.518311
	Iteration 0F: 3 clusters Score -213213.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -213625.093750 Penalty: 2410.518311
	Iteration 1F: 3 clusters Score -213625.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213782.265625 Penalty: 2410.518311
	Iteration 2F: 3 clusters Score -213782.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213869.906250 Penalty: 2410.518311
	Iteration 3F: 3 clusters Score -213869.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213906.921875 Penalty: 2410.518311
	Iteration 4Q: 3 clusters Score -213906.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213929.390625 Penalty: 2410.518311
	Iteration 5Q: 3 clusters Score -213929.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -213947.968750 Penalty: 2410.518311
	Iteration 6Q: 3 clusters Score -213948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -213968.000000 Penalty: 2410.518311
	Iteration 7Q: 3 clusters Score -213968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213984.500000 Penalty: 2410.518311
	Iteration 8Q: 3 clusters Score -213984.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -214002.906250 Penalty: 2410.518311
	Iteration 9Q: 3 clusters Score -214002.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -214016.468750 Penalty: 2410.518311
	Iteration 10Q: 3 clusters Score -214016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -214027.250000 Penalty: 2410.518311
	Iteration 11Q: 3 clusters Score -214027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -214042.468750 Penalty: 2410.518311
	Iteration 12Q: 3 clusters Score -214042.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -214057.515625 Penalty: 2410.518311
	Iteration 13Q: 3 clusters Score -214057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214065.234375 Penalty: 2410.518311
	Iteration 14Q: 3 clusters Score -214065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -214074.953125 Penalty: 2410.518311
	Iteration 15Q: 3 clusters Score -214075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -214082.203125 Penalty: 2410.518311
	Iteration 16Q: 3 clusters Score -214082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -214088.125000 Penalty: 2410.518311
	Iteration 17Q: 3 clusters Score -214088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -214090.171875 Penalty: 2410.518311
	Iteration 18Q: 3 clusters Score -214090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -214093.937500 Penalty: 2410.518311
	Iteration 19Q: 3 clusters Score -214093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -214095.734375 Penalty: 2410.518311
	Iteration 20F: 3 clusters Score -214095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -214096.875000 Penalty: 2410.518311
	Iteration 21Q: 3 clusters Score -214096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -214096.875000 Penalty: 2410.518311
	Iteration 22F: 3 clusters Score -214096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Entering Unmasked Estep 
Score: -1277995.000000 Penalty: 1509.216675
	Iteration 0F: 2 clusters Score -1277995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1270280.625000 Penalty: 3018.433350
	Iteration 0F: 3 clusters Score -1270281 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1272942.625000 Penalty: 3018.433350
	Iteration 1F: 3 clusters Score -1272943 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1273520.750000 Penalty: 3018.433350
	Iteration 2F: 3 clusters Score -1273521 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1274274.625000 Penalty: 3018.433350
	Iteration 3F: 3 clusters Score -1274275 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1275189.500000 Penalty: 3018.433350
	Iteration 4F: 3 clusters Score -1275190 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1275993.875000 Penalty: 3018.433350
	Iteration 5F: 3 clusters Score -1275994 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1276508.750000 Penalty: 3018.433350
	Iteration 6F: 3 clusters Score -1276509 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1276798.000000 Penalty: 3018.433350
	Iteration 7Q: 3 clusters Score -1276798 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1276978.375000 Penalty: 3018.433350
	Iteration 8Q: 3 clusters Score -1276978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1277098.000000 Penalty: 3018.433350
	Iteration 9Q: 3 clusters Score -1277098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1277196.875000 Penalty: 3018.433350
	Iteration 10Q: 3 clusters Score -1277197 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1277280.250000 Penalty: 3018.433350
	Iteration 11Q: 3 clusters Score -1277280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1277348.375000 Penalty: 3018.433350
	Iteration 12Q: 3 clusters Score -1277348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1277417.500000 Penalty: 3018.433350
	Iteration 13Q: 3 clusters Score -1277418 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1277481.000000 Penalty: 3018.433350
	Iteration 14Q: 3 clusters Score -1277481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1277523.250000 Penalty: 3018.433350
	Iteration 15Q: 3 clusters Score -1277523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1277549.625000 Penalty: 3018.433350
	Iteration 16Q: 3 clusters Score -1277550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1277571.000000 Penalty: 3018.433350
	Iteration 17Q: 3 clusters Score -1277571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1277585.500000 Penalty: 3018.433350
	Iteration 18Q: 3 clusters Score -1277586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1277593.500000 Penalty: 3018.433350
	Iteration 19Q: 3 clusters Score -1277594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1277601.125000 Penalty: 3018.433350
	Iteration 20F: 3 clusters Score -1277601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1277609.000000 Penalty: 3018.433350
	Iteration 21Q: 3 clusters Score -1277609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1277612.250000 Penalty: 3018.433350
	Iteration 22Q: 3 clusters Score -1277612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1277616.500000 Penalty: 3018.433350
	Iteration 23Q: 3 clusters Score -1277616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1277616.750000 Penalty: 3018.433350
	Iteration 24Q: 3 clusters Score -1277617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1277616.875000 Penalty: 3018.433350
	Iteration 25Q: 3 clusters Score -1277617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1277618.375000 Penalty: 3018.433350
	Iteration 26Q: 3 clusters Score -1277618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1277621.625000 Penalty: 3018.433350
	Iteration 27Q: 3 clusters Score -1277622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1277621.625000 Penalty: 3018.433350
	Iteration 28Q: 3 clusters Score -1277622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1277621.000000 Penalty: 3018.433350
	Iteration 29Q: 3 clusters Score -1277621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1277621.125000 Penalty: 3018.433350
	Iteration 30Q: 3 clusters Score -1277621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1277620.375000 Penalty: 3018.433350
	Iteration 31Q: 3 clusters Score -1277620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1277622.750000 Penalty: 3018.433350
	Iteration 32Q: 3 clusters Score -1277623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1277621.875000 Penalty: 3018.433350
	Iteration 33Q: 3 clusters Score -1277622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1277621.875000 Penalty: 3018.433350
	Iteration 34F: 3 clusters Score -1277622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Entering Unmasked Estep 
Score: -832239.250000 Penalty: 1421.496460
	Iteration 0F: 2 clusters Score -832239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -827438.062500 Penalty: 2842.992920
	Iteration 0F: 3 clusters Score -827438.1 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -828776.687500 Penalty: 2842.992920
	Iteration 1F: 3 clusters Score -828776.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -828941.187500 Penalty: 2842.992920
	Iteration 2F: 3 clusters Score -828941.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -829068.812500 Penalty: 2842.992920
	Iteration 3Q: 3 clusters Score -829068.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -829158.937500 Penalty: 2842.992920
	Iteration 4Q: 3 clusters Score -829158.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -829254.812500 Penalty: 2842.992920
	Iteration 5Q: 3 clusters Score -829254.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -829355.625000 Penalty: 2842.992920
	Iteration 6Q: 3 clusters Score -829355.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -829458.312500 Penalty: 2842.992920
	Iteration 7Q: 3 clusters Score -829458.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -829572.125000 Penalty: 2842.992920
	Iteration 8Q: 3 clusters Score -829572.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -829697.437500 Penalty: 2842.992920
	Iteration 9Q: 3 clusters Score -829697.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -829826.312500 Penalty: 2842.992920
	Iteration 10Q: 3 clusters Score -829826.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -829946.500000 Penalty: 2842.992920
	Iteration 11Q: 3 clusters Score -829946.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -830076.500000 Penalty: 2842.992920
	Iteration 12Q: 3 clusters Score -830076.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -830201.250000 Penalty: 2842.992920
	Iteration 13Q: 3 clusters Score -830201.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -830289.875000 Penalty: 2842.992920
	Iteration 14Q: 3 clusters Score -830289.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -830352.062500 Penalty: 2842.992920
	Iteration 15Q: 3 clusters Score -830352.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -830415.000000 Penalty: 2842.992920
	Iteration 16Q: 3 clusters Score -830415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -830479.437500 Penalty: 2842.992920
	Iteration 17Q: 3 clusters Score -830479.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -830549.062500 Penalty: 2842.992920
	Iteration 18Q: 3 clusters Score -830549.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -830606.437500 Penalty: 2842.992920
	Iteration 19Q: 3 clusters Score -830606.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -830651.250000 Penalty: 2842.992920
	Iteration 20F: 3 clusters Score -830651.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -830689.875000 Penalty: 2842.992920
	Iteration 21Q: 3 clusters Score -830689.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -830722.375000 Penalty: 2842.992920
	Iteration 22Q: 3 clusters Score -830722.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -830744.750000 Penalty: 2842.992920
	Iteration 23Q: 3 clusters Score -830744.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -830760.187500 Penalty: 2842.992920
	Iteration 24Q: 3 clusters Score -830760.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -830773.750000 Penalty: 2842.992920
	Iteration 25Q: 3 clusters Score -830773.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -830790.125000 Penalty: 2842.992920
	Iteration 26Q: 3 clusters Score -830790.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -830803.500000 Penalty: 2842.992920
	Iteration 27Q: 3 clusters Score -830803.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -830813.500000 Penalty: 2842.992920
	Iteration 28Q: 3 clusters Score -830813.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -830821.062500 Penalty: 2842.992920
	Iteration 29Q: 3 clusters Score -830821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -830825.187500 Penalty: 2842.992920
	Iteration 30Q: 3 clusters Score -830825.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -830831.625000 Penalty: 2842.992920
	Iteration 31Q: 3 clusters Score -830831.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -830838.312500 Penalty: 2842.992920
	Iteration 32Q: 3 clusters Score -830838.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -830846.937500 Penalty: 2842.992920
	Iteration 33Q: 3 clusters Score -830846.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -830851.500000 Penalty: 2842.992920
	Iteration 34Q: 3 clusters Score -830851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -830852.500000 Penalty: 2842.992920
	Iteration 35Q: 3 clusters Score -830852.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -830855.375000 Penalty: 2842.992920
	Iteration 36Q: 3 clusters Score -830855.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -830858.750000 Penalty: 2842.992920
	Iteration 37Q: 3 clusters Score -830858.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -830865.687500 Penalty: 2842.992920
	Iteration 38Q: 3 clusters Score -830865.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -830869.750000 Penalty: 2842.992920
	Iteration 39Q: 3 clusters Score -830869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -830875.937500 Penalty: 2842.992920
	Iteration 40F: 3 clusters Score -830875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -830881.062500 Penalty: 2842.992920
	Iteration 41Q: 3 clusters Score -830881.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -830888.062500 Penalty: 2842.992920
	Iteration 42Q: 3 clusters Score -830888.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -830895.625000 Penalty: 2842.992920
	Iteration 43Q: 3 clusters Score -830895.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -830899.500000 Penalty: 2842.992920
	Iteration 44Q: 3 clusters Score -830899.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -830904.250000 Penalty: 2842.992920
	Iteration 45Q: 3 clusters Score -830904.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -830914.312500 Penalty: 2842.992920
	Iteration 46Q: 3 clusters Score -830914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -830917.500000 Penalty: 2842.992920
	Iteration 47Q: 3 clusters Score -830917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -830919.125000 Penalty: 2842.992920
	Iteration 48Q: 3 clusters Score -830919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -830922.937500 Penalty: 2842.992920
	Iteration 49Q: 3 clusters Score -830922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -830924.187500 Penalty: 2842.992920
	Iteration 50Q: 3 clusters Score -830924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -830925.500000 Penalty: 2842.992920
	Iteration 51Q: 3 clusters Score -830925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -830928.562500 Penalty: 2842.992920
	Iteration 52Q: 3 clusters Score -830928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -830931.250000 Penalty: 2842.992920
	Iteration 53Q: 3 clusters Score -830931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -830934.000000 Penalty: 2842.992920
	Iteration 54Q: 3 clusters Score -830934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -830936.875000 Penalty: 2842.992920
	Iteration 55Q: 3 clusters Score -830936.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -830939.750000 Penalty: 2842.992920
	Iteration 56Q: 3 clusters Score -830939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -830941.625000 Penalty: 2842.992920
	Iteration 57Q: 3 clusters Score -830941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -830942.937500 Penalty: 2842.992920
	Iteration 58Q: 3 clusters Score -830942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -830944.562500 Penalty: 2842.992920
	Iteration 59Q: 3 clusters Score -830944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -830947.062500 Penalty: 2842.992920
	Iteration 60F: 3 clusters Score -830947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -830949.062500 Penalty: 2842.992920
	Iteration 61Q: 3 clusters Score -830949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -830952.187500 Penalty: 2842.992920
	Iteration 62Q: 3 clusters Score -830952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -830953.937500 Penalty: 2842.992920
	Iteration 63Q: 3 clusters Score -830953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -830955.500000 Penalty: 2842.992920
	Iteration 64Q: 3 clusters Score -830955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -830955.375000 Penalty: 2842.992920
	Iteration 65Q: 3 clusters Score -830955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -830955.375000 Penalty: 2842.992920
	Iteration 66F: 3 clusters Score -830955.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -66749.617188 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -66749.62 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 311 members 
Entering Unmasked Estep 
Score: -65575.343750 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -65575.34 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65858.328125 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -65858.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65981.992188 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -65981.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66080.296875 Penalty: 2094.342773
	Iteration 3F: 3 clusters Score -66080.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66152.007812 Penalty: 2094.342773
	Iteration 4Q: 3 clusters Score -66152.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66196.570312 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -66196.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66236.695312 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -66236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66259.414062 Penalty: 2094.342773
	Iteration 7Q: 3 clusters Score -66259.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66283.500000 Penalty: 2094.342773
	Iteration 8Q: 3 clusters Score -66283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66293.796875 Penalty: 2094.342773
	Iteration 9Q: 3 clusters Score -66293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66309.875000 Penalty: 2094.342773
	Iteration 10Q: 3 clusters Score -66309.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66317.882812 Penalty: 2094.342773
	Iteration 11Q: 3 clusters Score -66317.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66321.914062 Penalty: 2094.342773
	Iteration 12Q: 3 clusters Score -66321.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66329.265625 Penalty: 2094.342773
	Iteration 13Q: 3 clusters Score -66329.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66340.546875 Penalty: 2094.342773
	Iteration 14Q: 3 clusters Score -66340.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66347.656250 Penalty: 2094.342773
	Iteration 15Q: 3 clusters Score -66347.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66352.039062 Penalty: 2094.342773
	Iteration 16Q: 3 clusters Score -66352.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66353.085938 Penalty: 2094.342773
	Iteration 17Q: 3 clusters Score -66353.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66353.085938 Penalty: 2094.342773
	Iteration 18F: 3 clusters Score -66353.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7161.641602 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7161.642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7246.298340 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7246.298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7275.598633 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7275.599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7300.153320 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -7300.153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7308.832520 Penalty: 1503.116211
	Iteration 4Q: 3 clusters Score -7308.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7308.832520 Penalty: 1503.116211
	Iteration 5F: 3 clusters Score -7308.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -86174.382812 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -86174.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84938.328125 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -84938.33 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85148.914062 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -85148.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85193.625000 Penalty: 2123.008545
	Iteration 2Q: 3 clusters Score -85193.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85213.187500 Penalty: 2123.008545
	Iteration 3Q: 3 clusters Score -85213.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85235.562500 Penalty: 2123.008545
	Iteration 4Q: 3 clusters Score -85235.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85261.515625 Penalty: 2123.008545
	Iteration 5Q: 3 clusters Score -85261.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85285.843750 Penalty: 2123.008545
	Iteration 6Q: 3 clusters Score -85285.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85297.296875 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -85297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85304.601562 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -85304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85311.171875 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -85311.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85316.781250 Penalty: 2123.008545
	Iteration 10Q: 3 clusters Score -85316.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85323.968750 Penalty: 2123.008545
	Iteration 11Q: 3 clusters Score -85323.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85338.710938 Penalty: 2123.008545
	Iteration 12Q: 3 clusters Score -85338.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85349.468750 Penalty: 2123.008545
	Iteration 13Q: 3 clusters Score -85349.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85355.078125 Penalty: 2123.008545
	Iteration 14Q: 3 clusters Score -85355.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85364.101562 Penalty: 2123.008545
	Iteration 15Q: 3 clusters Score -85364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85369.156250 Penalty: 2123.008545
	Iteration 16Q: 3 clusters Score -85369.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85372.812500 Penalty: 2123.008545
	Iteration 17Q: 3 clusters Score -85372.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85376.234375 Penalty: 2123.008545
	Iteration 18Q: 3 clusters Score -85376.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85379.101562 Penalty: 2123.008545
	Iteration 19Q: 3 clusters Score -85379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85379.921875 Penalty: 2123.008545
	Iteration 20F: 3 clusters Score -85379.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -773741.437500 Penalty: 1410.526367
	Iteration 0F: 2 clusters Score -773741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -769203.062500 Penalty: 2821.052734
	Iteration 0F: 3 clusters Score -769203.1 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -770493.312500 Penalty: 2821.052734
	Iteration 1F: 3 clusters Score -770493.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -770725.937500 Penalty: 2821.052734
	Iteration 2F: 3 clusters Score -770725.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -770907.437500 Penalty: 2821.052734
	Iteration 3F: 3 clusters Score -770907.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -771086.937500 Penalty: 2821.052734
	Iteration 4Q: 3 clusters Score -771086.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -771265.750000 Penalty: 2821.052734
	Iteration 5Q: 3 clusters Score -771265.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -771411.187500 Penalty: 2821.052734
	Iteration 6Q: 3 clusters Score -771411.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -771561.687500 Penalty: 2821.052734
	Iteration 7Q: 3 clusters Score -771561.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -771795.875000 Penalty: 2821.052734
	Iteration 8Q: 3 clusters Score -771795.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -772058.750000 Penalty: 2821.052734
	Iteration 9F: 3 clusters Score -772058.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -772302.375000 Penalty: 2821.052734
	Iteration 10Q: 3 clusters Score -772302.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -772450.187500 Penalty: 2821.052734
	Iteration 11Q: 3 clusters Score -772450.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -772526.812500 Penalty: 2821.052734
	Iteration 12Q: 3 clusters Score -772526.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -772579.375000 Penalty: 2821.052734
	Iteration 13Q: 3 clusters Score -772579.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -772622.375000 Penalty: 2821.052734
	Iteration 14Q: 3 clusters Score -772622.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -772656.812500 Penalty: 2821.052734
	Iteration 15Q: 3 clusters Score -772656.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -772686.312500 Penalty: 2821.052734
	Iteration 16Q: 3 clusters Score -772686.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -772711.500000 Penalty: 2821.052734
	Iteration 17Q: 3 clusters Score -772711.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -772725.250000 Penalty: 2821.052734
	Iteration 18Q: 3 clusters Score -772725.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -772732.062500 Penalty: 2821.052734
	Iteration 19Q: 3 clusters Score -772732.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -772735.875000 Penalty: 2821.052734
	Iteration 20F: 3 clusters Score -772735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -772737.750000 Penalty: 2821.052734
	Iteration 21Q: 3 clusters Score -772737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -772739.250000 Penalty: 2821.052734
	Iteration 22Q: 3 clusters Score -772739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -772739.812500 Penalty: 2821.052734
	Iteration 23Q: 3 clusters Score -772739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -772739.437500 Penalty: 2821.052734
	Iteration 24Q: 3 clusters Score -772739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -772740.312500 Penalty: 2821.052734
	Iteration 25Q: 3 clusters Score -772740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -772739.812500 Penalty: 2821.052734
	Iteration 26Q: 3 clusters Score -772739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -772739.812500 Penalty: 2821.052734
	Iteration 27F: 3 clusters Score -772739.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -459697.375000 Penalty: 1333.259155
	Iteration 0F: 2 clusters Score -459697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -456526.781250 Penalty: 2666.518311
	Iteration 0F: 3 clusters Score -456526.8 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -457311.781250 Penalty: 2666.518311
	Iteration 1F: 3 clusters Score -457311.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -457481.531250 Penalty: 2666.518311
	Iteration 2F: 3 clusters Score -457481.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -457630.156250 Penalty: 2666.518311
	Iteration 3F: 3 clusters Score -457630.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -457761.281250 Penalty: 2666.518311
	Iteration 4F: 3 clusters Score -457761.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -457862.218750 Penalty: 2666.518311
	Iteration 5Q: 3 clusters Score -457862.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -457941.375000 Penalty: 2666.518311
	Iteration 6Q: 3 clusters Score -457941.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -458062.312500 Penalty: 2666.518311
	Iteration 7Q: 3 clusters Score -458062.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -458219.250000 Penalty: 2666.518311
	Iteration 8Q: 3 clusters Score -458219.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -458366.093750 Penalty: 2666.518311
	Iteration 9Q: 3 clusters Score -458366.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -458542.062500 Penalty: 2666.518311
	Iteration 10Q: 3 clusters Score -458542.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -458728.031250 Penalty: 2666.518311
	Iteration 11Q: 3 clusters Score -458728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -458864.062500 Penalty: 2666.518311
	Iteration 12Q: 3 clusters Score -458864.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -458971.750000 Penalty: 2666.518311
	Iteration 13Q: 3 clusters Score -458971.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -459047.250000 Penalty: 2666.518311
	Iteration 14Q: 3 clusters Score -459047.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -459086.343750 Penalty: 2666.518311
	Iteration 15Q: 3 clusters Score -459086.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -459115.375000 Penalty: 2666.518311
	Iteration 16Q: 3 clusters Score -459115.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -459135.468750 Penalty: 2666.518311
	Iteration 17Q: 3 clusters Score -459135.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -459144.812500 Penalty: 2666.518311
	Iteration 18Q: 3 clusters Score -459144.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -459155.062500 Penalty: 2666.518311
	Iteration 19Q: 3 clusters Score -459155.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -459160.250000 Penalty: 2666.518311
	Iteration 20F: 3 clusters Score -459160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -459165.437500 Penalty: 2666.518311
	Iteration 21Q: 3 clusters Score -459165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -459168.375000 Penalty: 2666.518311
	Iteration 22Q: 3 clusters Score -459168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -459171.031250 Penalty: 2666.518311
	Iteration 23Q: 3 clusters Score -459171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -459173.500000 Penalty: 2666.518311
	Iteration 24Q: 3 clusters Score -459173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -459174.281250 Penalty: 2666.518311
	Iteration 25Q: 3 clusters Score -459174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -459175.125000 Penalty: 2666.518311
	Iteration 26Q: 3 clusters Score -459175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -459176.000000 Penalty: 2666.518311
	Iteration 27Q: 3 clusters Score -459176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -459178.156250 Penalty: 2666.518311
	Iteration 28Q: 3 clusters Score -459178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -459179.218750 Penalty: 2666.518311
	Iteration 29Q: 3 clusters Score -459179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -459181.062500 Penalty: 2666.518311
	Iteration 30Q: 3 clusters Score -459181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -459182.531250 Penalty: 2666.518311
	Iteration 31Q: 3 clusters Score -459182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -459185.312500 Penalty: 2666.518311
	Iteration 32Q: 3 clusters Score -459185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -459186.500000 Penalty: 2666.518311
	Iteration 33Q: 3 clusters Score -459186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -459188.750000 Penalty: 2666.518311
	Iteration 34Q: 3 clusters Score -459188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -459194.093750 Penalty: 2666.518311
	Iteration 35Q: 3 clusters Score -459194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -459197.250000 Penalty: 2666.518311
	Iteration 36Q: 3 clusters Score -459197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -459200.156250 Penalty: 2666.518311
	Iteration 37Q: 3 clusters Score -459200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -459200.812500 Penalty: 2666.518311
	Iteration 38Q: 3 clusters Score -459200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -459202.250000 Penalty: 2666.518311
	Iteration 39Q: 3 clusters Score -459202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -459203.812500 Penalty: 2666.518311
	Iteration 40F: 3 clusters Score -459203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -459204.187500 Penalty: 2666.518311
	Iteration 41Q: 3 clusters Score -459204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -459204.187500 Penalty: 2666.518311
	Iteration 42F: 3 clusters Score -459204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (36673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Entering Unmasked Estep 
Score: -4897795.500000 Penalty: 1707.841919
	Iteration 0F: 2 clusters Score -4897796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4873269.500000 Penalty: 3415.683838
	Iteration 0F: 3 clusters Score -4873270 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -4882704.500000 Penalty: 3415.683838
	Iteration 1F: 3 clusters Score -4882704 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4883094.000000 Penalty: 3415.683838
	Iteration 2Q: 3 clusters Score -4883094 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4883547.000000 Penalty: 3415.683838
	Iteration 3Q: 3 clusters Score -4883547 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4884227.000000 Penalty: 3415.683838
	Iteration 4Q: 3 clusters Score -4884227 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4885287.500000 Penalty: 3415.683838
	Iteration 5F: 3 clusters Score -4885288 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4886960.500000 Penalty: 3415.683838
	Iteration 6F: 3 clusters Score -4886960 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4889488.000000 Penalty: 3415.683838
	Iteration 7F: 3 clusters Score -4889488 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4892305.500000 Penalty: 3415.683838
	Iteration 8F: 3 clusters Score -4892306 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4894470.500000 Penalty: 3415.683838
	Iteration 9F: 3 clusters Score -4894470 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4895648.500000 Penalty: 3415.683838
	Iteration 10Q: 3 clusters Score -4895648 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4896038.000000 Penalty: 3415.683838
	Iteration 11Q: 3 clusters Score -4896038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4896137.500000 Penalty: 3415.683838
	Iteration 12Q: 3 clusters Score -4896138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4896200.000000 Penalty: 3415.683838
	Iteration 13Q: 3 clusters Score -4896200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4896220.000000 Penalty: 3415.683838
	Iteration 14Q: 3 clusters Score -4896220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4896223.500000 Penalty: 3415.683838
	Iteration 15Q: 3 clusters Score -4896224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4896231.000000 Penalty: 3415.683838
	Iteration 16Q: 3 clusters Score -4896231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4896233.500000 Penalty: 3415.683838
	Iteration 17Q: 3 clusters Score -4896234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4896233.500000 Penalty: 3415.683838
	Iteration 18F: 3 clusters Score -4896234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -166553.234375 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -166553.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -164935.453125 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -164935.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165212.640625 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -165212.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -165275.125000 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -165275.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -165325.781250 Penalty: 2336.479492
	Iteration 3Q: 3 clusters Score -165325.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165375.046875 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -165375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165406.312500 Penalty: 2336.479492
	Iteration 5Q: 3 clusters Score -165406.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -165429.687500 Penalty: 2336.479492
	Iteration 6Q: 3 clusters Score -165429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -165442.765625 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -165442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165455.250000 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -165455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165465.859375 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -165465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -165471.921875 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -165471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165475.953125 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -165476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -165479.281250 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -165479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -165481.265625 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -165481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165483.015625 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -165483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165483.234375 Penalty: 2336.479492
	Iteration 15Q: 3 clusters Score -165483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165483.234375 Penalty: 2336.479492
	Iteration 16F: 3 clusters Score -165483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Entering Unmasked Estep 
Score: -9863533.000000 Penalty: 1822.495117
	Iteration 0F: 2 clusters Score -9863533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -9815816.000000 Penalty: 3644.990234
	Iteration 0F: 3 clusters Score -9815816 nChanged 35398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -9836296.000000 Penalty: 3644.990234
	Iteration 1F: 3 clusters Score -9836296 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -9837179.000000 Penalty: 3644.990234
	Iteration 2Q: 3 clusters Score -9837179 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -9838221.000000 Penalty: 3644.990234
	Iteration 3Q: 3 clusters Score -9838221 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -9839854.000000 Penalty: 3644.990234
	Iteration 4F: 3 clusters Score -9839854 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -9842475.000000 Penalty: 3644.990234
	Iteration 5F: 3 clusters Score -9842475 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -9846464.000000 Penalty: 3644.990234
	Iteration 6F: 3 clusters Score -9846464 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -9851739.000000 Penalty: 3644.990234
	Iteration 7F: 3 clusters Score -9851739 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -9856146.000000 Penalty: 3644.990234
	Iteration 8F: 3 clusters Score -9856146 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9859310.000000 Penalty: 3644.990234
	Iteration 9Q: 3 clusters Score -9859310 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9860958.000000 Penalty: 3644.990234
	Iteration 10Q: 3 clusters Score -9860958 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9861567.000000 Penalty: 3644.990234
	Iteration 11Q: 3 clusters Score -9861567 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9861789.000000 Penalty: 3644.990234
	Iteration 12Q: 3 clusters Score -9861789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9861889.000000 Penalty: 3644.990234
	Iteration 13Q: 3 clusters Score -9861889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9861935.000000 Penalty: 3644.990234
	Iteration 14Q: 3 clusters Score -9861935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9861943.000000 Penalty: 3644.990234
	Iteration 15Q: 3 clusters Score -9861943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9861952.000000 Penalty: 3644.990234
	Iteration 16Q: 3 clusters Score -9861952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9861962.000000 Penalty: 3644.990234
	Iteration 17Q: 3 clusters Score -9861962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9861962.000000 Penalty: 3644.990234
	Iteration 18F: 3 clusters Score -9861962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22939 members 
Mstep: Class 5 contains 59221 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49979 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 10 contains 63403 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 22410 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 75176 members 
Mstep: Class 18 contains 15388 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 33302 members 
Mstep: Class 23 contains 58735 members 
Mstep: Class 24 contains 21997 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46445 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59791 members 
Mstep: Class 32 contains 61552 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 1664 members 
Mstep: Class 36 contains 10802 members 
Mstep: Class 37 contains 6296 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5885 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 36673 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799592.000000 Penalty: 98784.976562
Iteration 359Q: 45 clusters Score -1.277996e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 22936 members 
Mstep: Class 4 contains 53699 members 
Mstep: Class 5 contains 57899 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 49982 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 54258 members 
Mstep: Class 10 contains 63391 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 22491 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 5066 members 
Mstep: Class 17 contains 75530 members 
Mstep: Class 18 contains 15494 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 49776 members 
Mstep: Class 22 contains 33763 members 
Mstep: Class 23 contains 58635 members 
Mstep: Class 24 contains 21974 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46661 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59899 members 
Mstep: Class 32 contains 61158 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 1664 members 
Mstep: Class 36 contains 10814 members 
Mstep: Class 37 contains 6316 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5885 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 36755 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127802752.000000 Penalty: 98784.976562
Iteration 360F: 45 clusters Score -1.278028e+08 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 22851 members 
Mstep: Class 4 contains 54775 members 
Mstep: Class 5 contains 56568 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50009 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 55896 members 
Mstep: Class 10 contains 62611 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 22376 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 4977 members 
Mstep: Class 17 contains 75424 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 51084 members 
Mstep: Class 22 contains 33311 members 
Mstep: Class 23 contains 58546 members 
Mstep: Class 24 contains 21879 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46441 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59517 members 
Mstep: Class 32 contains 60655 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 1664 members 
Mstep: Class 36 contains 10809 members 
Mstep: Class 37 contains 6336 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5877 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 36843 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127803624.000000 Penalty: 98784.976562
Iteration 361Q: 45 clusters Score -1.278036e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 22833 members 
Mstep: Class 4 contains 55635 members 
Mstep: Class 5 contains 55333 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50066 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 57063 members 
Mstep: Class 10 contains 62041 members 
Mstep: Class 11 contains 32598 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 22326 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 4870 members 
Mstep: Class 17 contains 75373 members 
Mstep: Class 18 contains 15044 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 52380 members 
Mstep: Class 22 contains 32842 members 
Mstep: Class 23 contains 58439 members 
Mstep: Class 24 contains 21790 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46301 members 
Mstep: Class 29 contains 3454 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 59022 members 
Mstep: Class 32 contains 60226 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4806 members 
Mstep: Class 35 contains 1654 members 
Mstep: Class 36 contains 10812 members 
Mstep: Class 37 contains 6351 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5872 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 36842 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804448.000000 Penalty: 98784.976562
Iteration 362Q: 45 clusters Score -1.278044e+08 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 22823 members 
Mstep: Class 4 contains 56575 members 
Mstep: Class 5 contains 54003 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50155 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 58098 members 
Mstep: Class 10 contains 61589 members 
Mstep: Class 11 contains 33190 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 22300 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 75380 members 
Mstep: Class 18 contains 14880 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 53694 members 
Mstep: Class 22 contains 32339 members 
Mstep: Class 23 contains 58334 members 
Mstep: Class 24 contains 21663 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46186 members 
Mstep: Class 29 contains 3421 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 58416 members 
Mstep: Class 32 contains 59770 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1646 members 
Mstep: Class 36 contains 10807 members 
Mstep: Class 37 contains 6366 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5871 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 36803 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804912.000000 Penalty: 98784.976562
Iteration 363Q: 45 clusters Score -1.278049e+08 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 22835 members 
Mstep: Class 4 contains 57525 members 
Mstep: Class 5 contains 52541 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50226 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 59045 members 
Mstep: Class 10 contains 61223 members 
Mstep: Class 11 contains 33827 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 22262 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 4674 members 
Mstep: Class 17 contains 75374 members 
Mstep: Class 18 contains 14755 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 55027 members 
Mstep: Class 22 contains 31879 members 
Mstep: Class 23 contains 58247 members 
Mstep: Class 24 contains 21550 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46114 members 
Mstep: Class 29 contains 3387 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 57762 members 
Mstep: Class 32 contains 59356 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 1645 members 
Mstep: Class 36 contains 10813 members 
Mstep: Class 37 contains 6373 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5877 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 36649 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127805432.000000 Penalty: 98784.976562
Iteration 364Q: 45 clusters Score -1.278054e+08 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 22854 members 
Mstep: Class 4 contains 58474 members 
Mstep: Class 5 contains 51065 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50304 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 59943 members 
Mstep: Class 10 contains 60943 members 
Mstep: Class 11 contains 34369 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 6844 members 
Mstep: Class 14 contains 22220 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 75384 members 
Mstep: Class 18 contains 14658 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 56308 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 23 contains 58167 members 
Mstep: Class 24 contains 21432 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 46028 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 57257 members 
Mstep: Class 32 contains 58970 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1645 members 
Mstep: Class 36 contains 10815 members 
Mstep: Class 37 contains 6383 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5874 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 36382 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127805360.000000 Penalty: 98784.976562
Iteration 365Q: 45 clusters Score -1.278054e+08 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 22859 members 
Mstep: Class 4 contains 59423 members 
Mstep: Class 5 contains 49590 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 50377 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 60842 members 
Mstep: Class 10 contains 60685 members 
Mstep: Class 11 contains 34756 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 6832 members 
Mstep: Class 14 contains 22177 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 75350 members 
Mstep: Class 18 contains 14567 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 57529 members 
Mstep: Class 22 contains 30969 members 
Mstep: Class 23 contains 58090 members 
Mstep: Class 24 contains 21319 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45996 members 
Mstep: Class 29 contains 3284 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56882 members 
Mstep: Class 32 contains 58652 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1643 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6395 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5872 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 36030 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127805424.000000 Penalty: 98784.976562
Iteration 366Q: 45 clusters Score -1.278054e+08 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 22874 members 
Mstep: Class 4 contains 60212 members 
Mstep: Class 5 contains 48076 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 50478 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 61818 members 
Mstep: Class 10 contains 60471 members 
Mstep: Class 11 contains 35026 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 22157 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 75332 members 
Mstep: Class 18 contains 14482 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 58636 members 
Mstep: Class 22 contains 30505 members 
Mstep: Class 23 contains 58037 members 
Mstep: Class 24 contains 21247 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45962 members 
Mstep: Class 29 contains 3237 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56636 members 
Mstep: Class 32 contains 58331 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4793 members 
Mstep: Class 35 contains 1641 members 
Mstep: Class 36 contains 10823 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 5865 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 35714 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127805288.000000 Penalty: 98784.976562
Iteration 367Q: 45 clusters Score -1.278053e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 22899 members 
Mstep: Class 4 contains 60982 members 
Mstep: Class 5 contains 46549 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 50564 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 60308 members 
Mstep: Class 11 contains 35167 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 22129 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 75293 members 
Mstep: Class 18 contains 14400 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 59671 members 
Mstep: Class 22 contains 30127 members 
Mstep: Class 23 contains 57975 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45936 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56542 members 
Mstep: Class 32 contains 57967 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 1641 members 
Mstep: Class 36 contains 10824 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5858 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 35409 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804920.000000 Penalty: 98784.976562
Iteration 368Q: 45 clusters Score -1.278049e+08 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 22918 members 
Mstep: Class 4 contains 61739 members 
Mstep: Class 5 contains 45083 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 50682 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 63683 members 
Mstep: Class 10 contains 60156 members 
Mstep: Class 11 contains 35174 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 22111 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 75197 members 
Mstep: Class 18 contains 14342 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 6154 members 
Mstep: Class 21 contains 60647 members 
Mstep: Class 22 contains 29732 members 
Mstep: Class 23 contains 57887 members 
Mstep: Class 24 contains 21195 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45916 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56515 members 
Mstep: Class 32 contains 57639 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 1638 members 
Mstep: Class 36 contains 10831 members 
Mstep: Class 37 contains 6422 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5853 members 
Mstep: Class 42 contains 3661 members 
Mstep: Class 43 contains 35097 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804792.000000 Penalty: 98784.976562
Iteration 369Q: 45 clusters Score -1.278048e+08 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 62441 members 
Mstep: Class 5 contains 43713 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 50826 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 64555 members 
Mstep: Class 10 contains 60015 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 22094 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 75129 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 61538 members 
Mstep: Class 22 contains 29384 members 
Mstep: Class 23 contains 57784 members 
Mstep: Class 24 contains 21196 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45873 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56517 members 
Mstep: Class 32 contains 57344 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4792 members 
Mstep: Class 35 contains 1636 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6425 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5850 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 34818 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804440.000000 Penalty: 98784.976562
Iteration 370Q: 45 clusters Score -1.278044e+08 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 22958 members 
Mstep: Class 4 contains 63082 members 
Mstep: Class 5 contains 42263 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 50935 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 65490 members 
Mstep: Class 10 contains 59928 members 
Mstep: Class 11 contains 35052 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 22088 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 75060 members 
Mstep: Class 18 contains 14235 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 6362 members 
Mstep: Class 21 contains 62439 members 
Mstep: Class 22 contains 29016 members 
Mstep: Class 23 contains 57709 members 
Mstep: Class 24 contains 21208 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45829 members 
Mstep: Class 29 contains 3068 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56520 members 
Mstep: Class 32 contains 57047 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 1635 members 
Mstep: Class 36 contains 10837 members 
Mstep: Class 37 contains 6430 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5847 members 
Mstep: Class 42 contains 3661 members 
Mstep: Class 43 contains 34554 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804152.000000 Penalty: 98784.976562
Iteration 371Q: 45 clusters Score -1.278042e+08 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 22983 members 
Mstep: Class 4 contains 63688 members 
Mstep: Class 5 contains 40794 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51044 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 66439 members 
Mstep: Class 10 contains 59871 members 
Mstep: Class 11 contains 34996 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 22087 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 5047 members 
Mstep: Class 17 contains 74971 members 
Mstep: Class 18 contains 14201 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 63296 members 
Mstep: Class 22 contains 28669 members 
Mstep: Class 23 contains 57639 members 
Mstep: Class 24 contains 21221 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45823 members 
Mstep: Class 29 contains 3025 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56444 members 
Mstep: Class 32 contains 56756 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 1631 members 
Mstep: Class 36 contains 10834 members 
Mstep: Class 37 contains 6434 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5848 members 
Mstep: Class 42 contains 3661 members 
Mstep: Class 43 contains 34278 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127804048.000000 Penalty: 98784.976562
Iteration 372Q: 45 clusters Score -1.27804e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23001 members 
Mstep: Class 4 contains 64290 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51148 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 67312 members 
Mstep: Class 10 contains 59847 members 
Mstep: Class 11 contains 34891 members 
Mstep: Class 12 contains 3289 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 22082 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 74922 members 
Mstep: Class 18 contains 14169 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 64110 members 
Mstep: Class 22 contains 28336 members 
Mstep: Class 23 contains 57591 members 
Mstep: Class 24 contains 21220 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45807 members 
Mstep: Class 29 contains 2982 members 
Mstep: Class 30 contains 1006 members 
Mstep: Class 31 contains 56341 members 
Mstep: Class 32 contains 56514 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4789 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6441 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 3661 members 
Mstep: Class 43 contains 33997 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127803936.000000 Penalty: 98784.976562
Iteration 373Q: 45 clusters Score -1.278039e+08 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23020 members 
Mstep: Class 4 contains 64893 members 
Mstep: Class 5 contains 38057 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51232 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 68178 members 
Mstep: Class 10 contains 59845 members 
Mstep: Class 11 contains 34785 members 
Mstep: Class 12 contains 3287 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 22078 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 74847 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 6581 members 
Mstep: Class 21 contains 64897 members 
Mstep: Class 22 contains 28024 members 
Mstep: Class 23 contains 57565 members 
Mstep: Class 24 contains 21207 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45778 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 56281 members 
Mstep: Class 32 contains 56292 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1628 members 
Mstep: Class 36 contains 10830 members 
Mstep: Class 37 contains 6449 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5866 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 33753 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127803840.000000 Penalty: 98784.976562
Iteration 374Q: 45 clusters Score -1.278038e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23030 members 
Mstep: Class 4 contains 65510 members 
Mstep: Class 5 contains 36853 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51296 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 68951 members 
Mstep: Class 10 contains 59846 members 
Mstep: Class 11 contains 34672 members 
Mstep: Class 12 contains 3287 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 22081 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 5336 members 
Mstep: Class 17 contains 74778 members 
Mstep: Class 18 contains 14134 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 6640 members 
Mstep: Class 21 contains 65549 members 
Mstep: Class 22 contains 27755 members 
Mstep: Class 23 contains 57547 members 
Mstep: Class 24 contains 21195 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45749 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 1004 members 
Mstep: Class 31 contains 56274 members 
Mstep: Class 32 contains 56054 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 10827 members 
Mstep: Class 37 contains 6453 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5870 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33513 members 
Mstep: Class 44 contains 1325 members 
Mstep: Class 45 contains 74862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127803192.000000 Penalty: 98784.976562
Iteration 375Q: 45 clusters Score -1.278032e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23035 members 
Mstep: Class 4 contains 66148 members 
Mstep: Class 5 contains 35808 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51361 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 69649 members 
Mstep: Class 10 contains 59858 members 
Mstep: Class 11 contains 34560 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 14 contains 22088 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 74746 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6683 members 
Mstep: Class 21 contains 66100 members 
Mstep: Class 22 contains 27443 members 
Mstep: Class 23 contains 57527 members 
Mstep: Class 24 contains 21193 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45734 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56255 members 
Mstep: Class 32 contains 55807 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1631 members 
Mstep: Class 36 contains 10829 members 
Mstep: Class 37 contains 6451 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5872 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33264 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127803184.000000 Penalty: 98784.976562
Iteration 376Q: 45 clusters Score -1.278032e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23036 members 
Mstep: Class 4 contains 66805 members 
Mstep: Class 5 contains 34879 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51414 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 70364 members 
Mstep: Class 10 contains 59876 members 
Mstep: Class 11 contains 34420 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 6755 members 
Mstep: Class 14 contains 22098 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 74738 members 
Mstep: Class 18 contains 14160 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 6723 members 
Mstep: Class 21 contains 66571 members 
Mstep: Class 22 contains 27092 members 
Mstep: Class 23 contains 57496 members 
Mstep: Class 24 contains 21178 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45704 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56294 members 
Mstep: Class 32 contains 55528 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6458 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5874 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 33035 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127802456.000000 Penalty: 98784.976562
Iteration 377Q: 45 clusters Score -1.278025e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23027 members 
Mstep: Class 4 contains 67495 members 
Mstep: Class 5 contains 34141 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51446 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 71082 members 
Mstep: Class 10 contains 59868 members 
Mstep: Class 11 contains 34226 members 
Mstep: Class 12 contains 3284 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 74739 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6751 members 
Mstep: Class 21 contains 66865 members 
Mstep: Class 22 contains 26766 members 
Mstep: Class 23 contains 57466 members 
Mstep: Class 24 contains 21179 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45689 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56449 members 
Mstep: Class 32 contains 55235 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6466 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5876 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 32758 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127802200.000000 Penalty: 98784.976562
Iteration 378Q: 45 clusters Score -1.278022e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 68140 members 
Mstep: Class 5 contains 33532 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51497 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 71768 members 
Mstep: Class 10 contains 59867 members 
Mstep: Class 11 contains 34061 members 
Mstep: Class 12 contains 3279 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 74764 members 
Mstep: Class 18 contains 14158 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 67024 members 
Mstep: Class 22 contains 26464 members 
Mstep: Class 23 contains 57433 members 
Mstep: Class 24 contains 21175 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45677 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56504 members 
Mstep: Class 32 contains 54948 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 10824 members 
Mstep: Class 37 contains 6471 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5874 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 32518 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127801984.000000 Penalty: 98784.976562
Iteration 379Q: 45 clusters Score -1.27802e+08 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 4 contains 68810 members 
Mstep: Class 5 contains 33041 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51573 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 72467 members 
Mstep: Class 10 contains 59893 members 
Mstep: Class 11 contains 33911 members 
Mstep: Class 12 contains 3276 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 22105 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 74801 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6795 members 
Mstep: Class 21 contains 67028 members 
Mstep: Class 22 contains 26172 members 
Mstep: Class 23 contains 57404 members 
Mstep: Class 24 contains 21162 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45664 members 
Mstep: Class 29 contains 2802 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56582 members 
Mstep: Class 32 contains 54672 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 10821 members 
Mstep: Class 37 contains 6471 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5870 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 32230 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127801800.000000 Penalty: 98784.976562
Iteration 380F: 45 clusters Score -1.278018e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23060 members 
Mstep: Class 4 contains 69392 members 
Mstep: Class 5 contains 31974 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 51628 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 73171 members 
Mstep: Class 10 contains 59908 members 
Mstep: Class 11 contains 33826 members 
Mstep: Class 12 contains 3275 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 22104 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 74823 members 
Mstep: Class 18 contains 14169 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 67682 members 
Mstep: Class 22 contains 25814 members 
Mstep: Class 23 contains 57380 members 
Mstep: Class 24 contains 21128 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45646 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56711 members 
Mstep: Class 32 contains 54443 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4791 members 
Mstep: Class 35 contains 1631 members 
Mstep: Class 36 contains 10819 members 
Mstep: Class 37 contains 6475 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5870 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 31962 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127801464.000000 Penalty: 98784.976562
Iteration 381Q: 45 clusters Score -1.278015e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 23058 members 
Mstep: Class 4 contains 69984 members 
Mstep: Class 5 contains 30982 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 51698 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 73824 members 
Mstep: Class 10 contains 59936 members 
Mstep: Class 11 contains 33746 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 22098 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 74849 members 
Mstep: Class 18 contains 14193 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6819 members 
Mstep: Class 21 contains 68315 members 
Mstep: Class 22 contains 25436 members 
Mstep: Class 23 contains 57349 members 
Mstep: Class 24 contains 21093 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45652 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 56827 members 
Mstep: Class 32 contains 54145 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 1631 members 
Mstep: Class 36 contains 10818 members 
Mstep: Class 37 contains 6477 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5877 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 31711 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127801320.000000 Penalty: 98784.976562
Iteration 382Q: 45 clusters Score -1.278013e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 23064 members 
Mstep: Class 4 contains 70489 members 
Mstep: Class 5 contains 30044 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 51780 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74380 members 
Mstep: Class 10 contains 59983 members 
Mstep: Class 11 contains 33725 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 6746 members 
Mstep: Class 14 contains 22091 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 74900 members 
Mstep: Class 18 contains 14221 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 68968 members 
Mstep: Class 22 contains 25058 members 
Mstep: Class 23 contains 57318 members 
Mstep: Class 24 contains 21048 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45635 members 
Mstep: Class 29 contains 2754 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 57007 members 
Mstep: Class 32 contains 53850 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4787 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 10821 members 
Mstep: Class 37 contains 6480 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5883 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 31435 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127801048.000000 Penalty: 98784.976562
Iteration 383Q: 45 clusters Score -1.27801e+08 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 70984 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 51864 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74917 members 
Mstep: Class 10 contains 60030 members 
Mstep: Class 11 contains 33772 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 74952 members 
Mstep: Class 18 contains 14235 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 69612 members 
Mstep: Class 22 contains 24655 members 
Mstep: Class 23 contains 57291 members 
Mstep: Class 24 contains 20982 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45639 members 
Mstep: Class 29 contains 2743 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 57199 members 
Mstep: Class 32 contains 53526 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4788 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 10824 members 
Mstep: Class 37 contains 6480 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5898 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 31161 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 74024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127800616.000000 Penalty: 98784.976562
Iteration 384Q: 45 clusters Score -1.278006e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 23071 members 
Mstep: Class 4 contains 71463 members 
Mstep: Class 5 contains 28301 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 51949 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 75424 members 
Mstep: Class 10 contains 60096 members 
Mstep: Class 11 contains 33839 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 75011 members 
Mstep: Class 18 contains 14245 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6875 members 
Mstep: Class 21 contains 70260 members 
Mstep: Class 22 contains 24238 members 
Mstep: Class 23 contains 57278 members 
Mstep: Class 24 contains 20925 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45645 members 
Mstep: Class 29 contains 2728 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 57354 members 
Mstep: Class 32 contains 53176 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 1617 members 
Mstep: Class 36 contains 10827 members 
Mstep: Class 37 contains 6483 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 30913 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127800344.000000 Penalty: 98784.976562
Iteration 385Q: 45 clusters Score -1.278003e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 4 contains 71873 members 
Mstep: Class 5 contains 27469 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52005 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 75867 members 
Mstep: Class 10 contains 60150 members 
Mstep: Class 11 contains 33914 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 22089 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 75041 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 70927 members 
Mstep: Class 22 contains 23858 members 
Mstep: Class 23 contains 57262 members 
Mstep: Class 24 contains 20856 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45658 members 
Mstep: Class 29 contains 2715 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 57560 members 
Mstep: Class 32 contains 52844 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4789 members 
Mstep: Class 35 contains 1611 members 
Mstep: Class 36 contains 10830 members 
Mstep: Class 37 contains 6485 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5909 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 30695 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799992.000000 Penalty: 98784.976562
Iteration 386Q: 45 clusters Score -1.278e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23078 members 
Mstep: Class 4 contains 72304 members 
Mstep: Class 5 contains 26688 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52043 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76240 members 
Mstep: Class 10 contains 60194 members 
Mstep: Class 11 contains 33978 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 22092 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 75077 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6897 members 
Mstep: Class 21 contains 71614 members 
Mstep: Class 22 contains 23477 members 
Mstep: Class 23 contains 57251 members 
Mstep: Class 24 contains 20771 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45665 members 
Mstep: Class 29 contains 2709 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 57798 members 
Mstep: Class 32 contains 52496 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4788 members 
Mstep: Class 35 contains 1609 members 
Mstep: Class 36 contains 10833 members 
Mstep: Class 37 contains 6487 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 30482 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799832.000000 Penalty: 98784.976562
Iteration 387Q: 45 clusters Score -1.277998e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 4 contains 72740 members 
Mstep: Class 5 contains 25948 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52072 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76613 members 
Mstep: Class 10 contains 60234 members 
Mstep: Class 11 contains 33983 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6718 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5882 members 
Mstep: Class 17 contains 75140 members 
Mstep: Class 18 contains 14315 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 72276 members 
Mstep: Class 22 contains 23077 members 
Mstep: Class 23 contains 57247 members 
Mstep: Class 24 contains 20683 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45686 members 
Mstep: Class 29 contains 2692 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 58126 members 
Mstep: Class 32 contains 52181 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4791 members 
Mstep: Class 35 contains 1607 members 
Mstep: Class 36 contains 10830 members 
Mstep: Class 37 contains 6488 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5915 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 30239 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799936.000000 Penalty: 98784.976562
Iteration 388Q: 45 clusters Score -1.277999e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23082 members 
Mstep: Class 4 contains 73175 members 
Mstep: Class 5 contains 25232 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52124 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76872 members 
Mstep: Class 10 contains 60271 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 22088 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5890 members 
Mstep: Class 17 contains 75188 members 
Mstep: Class 18 contains 14330 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 73016 members 
Mstep: Class 22 contains 22703 members 
Mstep: Class 23 contains 57229 members 
Mstep: Class 24 contains 20606 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45697 members 
Mstep: Class 29 contains 2688 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 58414 members 
Mstep: Class 32 contains 51890 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4789 members 
Mstep: Class 35 contains 1606 members 
Mstep: Class 36 contains 10827 members 
Mstep: Class 37 contains 6491 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5917 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 29970 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799600.000000 Penalty: 98784.976562
Iteration 389Q: 45 clusters Score -1.277996e+08 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23083 members 
Mstep: Class 4 contains 73551 members 
Mstep: Class 5 contains 24610 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52157 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 77117 members 
Mstep: Class 10 contains 60298 members 
Mstep: Class 11 contains 34039 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 22078 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5877 members 
Mstep: Class 17 contains 75232 members 
Mstep: Class 18 contains 14333 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 6902 members 
Mstep: Class 21 contains 73721 members 
Mstep: Class 22 contains 22305 members 
Mstep: Class 23 contains 57193 members 
Mstep: Class 24 contains 20533 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45711 members 
Mstep: Class 29 contains 2686 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 58758 members 
Mstep: Class 32 contains 51566 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 1606 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6496 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 29735 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799592.000000 Penalty: 98784.976562
Iteration 390Q: 45 clusters Score -1.277996e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 73840 members 
Mstep: Class 5 contains 24084 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52196 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77302 members 
Mstep: Class 10 contains 60331 members 
Mstep: Class 11 contains 34094 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 22073 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 75270 members 
Mstep: Class 18 contains 14347 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 74347 members 
Mstep: Class 22 contains 21910 members 
Mstep: Class 23 contains 57176 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45713 members 
Mstep: Class 29 contains 2680 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 59094 members 
Mstep: Class 32 contains 51253 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1608 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6496 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5915 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 29585 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799176.000000 Penalty: 98784.976562
Iteration 391Q: 45 clusters Score -1.277992e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23098 members 
Mstep: Class 4 contains 74061 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52218 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77443 members 
Mstep: Class 10 contains 60356 members 
Mstep: Class 11 contains 34148 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 22061 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5855 members 
Mstep: Class 17 contains 75326 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 74972 members 
Mstep: Class 22 contains 21556 members 
Mstep: Class 23 contains 57153 members 
Mstep: Class 24 contains 20411 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45716 members 
Mstep: Class 29 contains 2674 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 59368 members 
Mstep: Class 32 contains 50933 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1608 members 
Mstep: Class 36 contains 10831 members 
Mstep: Class 37 contains 6497 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 29517 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799184.000000 Penalty: 98784.976562
Iteration 392Q: 45 clusters Score -1.277992e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23104 members 
Mstep: Class 4 contains 74303 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52253 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77562 members 
Mstep: Class 10 contains 60385 members 
Mstep: Class 11 contains 34157 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5845 members 
Mstep: Class 17 contains 75410 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 75570 members 
Mstep: Class 22 contains 21192 members 
Mstep: Class 23 contains 57137 members 
Mstep: Class 24 contains 20375 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45710 members 
Mstep: Class 29 contains 2665 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 59657 members 
Mstep: Class 32 contains 50574 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1609 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6499 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 29454 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799128.000000 Penalty: 98784.976562
Iteration 393Q: 45 clusters Score -1.277991e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23102 members 
Mstep: Class 4 contains 74491 members 
Mstep: Class 5 contains 22682 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52265 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77653 members 
Mstep: Class 10 contains 60397 members 
Mstep: Class 11 contains 34162 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 22038 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 75487 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 76235 members 
Mstep: Class 22 contains 20815 members 
Mstep: Class 23 contains 57124 members 
Mstep: Class 24 contains 20347 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45701 members 
Mstep: Class 29 contains 2662 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 59876 members 
Mstep: Class 32 contains 50249 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 1607 members 
Mstep: Class 36 contains 10833 members 
Mstep: Class 37 contains 6501 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5917 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 29528 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799120.000000 Penalty: 98784.976562
Iteration 394Q: 45 clusters Score -1.277991e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23097 members 
Mstep: Class 4 contains 74609 members 
Mstep: Class 5 contains 22307 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52285 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77661 members 
Mstep: Class 10 contains 60406 members 
Mstep: Class 11 contains 34103 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 75543 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 6893 members 
Mstep: Class 21 contains 76894 members 
Mstep: Class 22 contains 20455 members 
Mstep: Class 23 contains 57104 members 
Mstep: Class 24 contains 20317 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45701 members 
Mstep: Class 29 contains 2658 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 60111 members 
Mstep: Class 32 contains 49997 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 1604 members 
Mstep: Class 36 contains 10828 members 
Mstep: Class 37 contains 6510 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5920 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 29640 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798776.000000 Penalty: 98784.976562
Iteration 395Q: 45 clusters Score -1.277988e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23095 members 
Mstep: Class 4 contains 74676 members 
Mstep: Class 5 contains 22010 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52305 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77565 members 
Mstep: Class 10 contains 60427 members 
Mstep: Class 11 contains 34048 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 22051 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 75606 members 
Mstep: Class 18 contains 14459 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6886 members 
Mstep: Class 21 contains 77559 members 
Mstep: Class 22 contains 20124 members 
Mstep: Class 23 contains 57086 members 
Mstep: Class 24 contains 20299 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45695 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 60384 members 
Mstep: Class 32 contains 49722 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 1603 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6516 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 29753 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798256.000000 Penalty: 98784.976562
Iteration 396Q: 45 clusters Score -1.277983e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23095 members 
Mstep: Class 4 contains 74708 members 
Mstep: Class 5 contains 21756 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52310 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77410 members 
Mstep: Class 10 contains 60454 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 75633 members 
Mstep: Class 18 contains 14475 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 78179 members 
Mstep: Class 22 contains 19839 members 
Mstep: Class 23 contains 57108 members 
Mstep: Class 24 contains 20276 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45684 members 
Mstep: Class 29 contains 2656 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 60625 members 
Mstep: Class 32 contains 49482 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1602 members 
Mstep: Class 36 contains 10828 members 
Mstep: Class 37 contains 6520 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 29922 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798560.000000 Penalty: 98784.976562
Iteration 397Q: 45 clusters Score -1.277986e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23100 members 
Mstep: Class 4 contains 74683 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52304 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77247 members 
Mstep: Class 10 contains 60463 members 
Mstep: Class 11 contains 33997 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 75669 members 
Mstep: Class 18 contains 14492 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 78744 members 
Mstep: Class 22 contains 19557 members 
Mstep: Class 23 contains 57139 members 
Mstep: Class 24 contains 20253 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45667 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 60912 members 
Mstep: Class 32 contains 49247 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1602 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6522 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 30094 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798200.000000 Penalty: 98784.976562
Iteration 398Q: 45 clusters Score -1.277982e+08 nChanged 2583
Entering ConstructFrom: 
Score: -127798200.000000 Penalty: 98784.976562
Entering ConstructFrom: 
Trying to split cluster 1 (27469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Entering Unmasked Estep 
Score: -3490670.750000 Penalty: 1660.882202
	Iteration 0F: 2 clusters Score -3490671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3472041.500000 Penalty: 3321.764404
	Iteration 0F: 3 clusters Score -3472042 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3479134.000000 Penalty: 3321.764404
	Iteration 1F: 3 clusters Score -3479134 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3479639.000000 Penalty: 3321.764404
	Iteration 2Q: 3 clusters Score -3479639 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3480234.500000 Penalty: 3321.764404
	Iteration 3Q: 3 clusters Score -3480234 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3481034.000000 Penalty: 3321.764404
	Iteration 4F: 3 clusters Score -3481034 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3482003.500000 Penalty: 3321.764404
	Iteration 5F: 3 clusters Score -3482004 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3483219.750000 Penalty: 3321.764404
	Iteration 6F: 3 clusters Score -3483220 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3484501.250000 Penalty: 3321.764404
	Iteration 7F: 3 clusters Score -3484501 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3485873.250000 Penalty: 3321.764404
	Iteration 8F: 3 clusters Score -3485873 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3487103.750000 Penalty: 3321.764404
	Iteration 9F: 3 clusters Score -3487104 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3487859.000000 Penalty: 3321.764404
	Iteration 10Q: 3 clusters Score -3487859 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3488289.250000 Penalty: 3321.764404
	Iteration 11Q: 3 clusters Score -3488289 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3488608.500000 Penalty: 3321.764404
	Iteration 12Q: 3 clusters Score -3488608 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3488817.000000 Penalty: 3321.764404
	Iteration 13Q: 3 clusters Score -3488817 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3488958.000000 Penalty: 3321.764404
	Iteration 14Q: 3 clusters Score -3488958 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3489059.000000 Penalty: 3321.764404
	Iteration 15Q: 3 clusters Score -3489059 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3489121.750000 Penalty: 3321.764404
	Iteration 16Q: 3 clusters Score -3489122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3489150.000000 Penalty: 3321.764404
	Iteration 17Q: 3 clusters Score -3489150 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3489169.500000 Penalty: 3321.764404
	Iteration 18Q: 3 clusters Score -3489170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3489187.250000 Penalty: 3321.764404
	Iteration 19Q: 3 clusters Score -3489187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3489223.500000 Penalty: 3321.764404
	Iteration 20F: 3 clusters Score -3489224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3489243.250000 Penalty: 3321.764404
	Iteration 21Q: 3 clusters Score -3489243 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3489272.250000 Penalty: 3321.764404
	Iteration 22Q: 3 clusters Score -3489272 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3489282.250000 Penalty: 3321.764404
	Iteration 23Q: 3 clusters Score -3489282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3489302.250000 Penalty: 3321.764404
	Iteration 24Q: 3 clusters Score -3489302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3489306.000000 Penalty: 3321.764404
	Iteration 25Q: 3 clusters Score -3489306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3489320.250000 Penalty: 3321.764404
	Iteration 26Q: 3 clusters Score -3489320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3489325.750000 Penalty: 3321.764404
	Iteration 27Q: 3 clusters Score -3489326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3489338.000000 Penalty: 3321.764404
	Iteration 28Q: 3 clusters Score -3489338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3489350.750000 Penalty: 3321.764404
	Iteration 29Q: 3 clusters Score -3489351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3489358.250000 Penalty: 3321.764404
	Iteration 30Q: 3 clusters Score -3489358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3489366.750000 Penalty: 3321.764404
	Iteration 31Q: 3 clusters Score -3489367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3489370.250000 Penalty: 3321.764404
	Iteration 32Q: 3 clusters Score -3489370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3489379.000000 Penalty: 3321.764404
	Iteration 33Q: 3 clusters Score -3489379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3489384.750000 Penalty: 3321.764404
	Iteration 34Q: 3 clusters Score -3489385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3489389.250000 Penalty: 3321.764404
	Iteration 35Q: 3 clusters Score -3489389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3489389.000000 Penalty: 3321.764404
	Iteration 36Q: 3 clusters Score -3489389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3489387.250000 Penalty: 3321.764404
	Iteration 37Q: 3 clusters Score -3489387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3489399.250000 Penalty: 3321.764404
	Iteration 38Q: 3 clusters Score -3489399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3489392.500000 Penalty: 3321.764404
	Iteration 39Q: 3 clusters Score -3489392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3489409.000000 Penalty: 3321.764404
	Iteration 40F: 3 clusters Score -3489409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3489407.750000 Penalty: 3321.764404
	Iteration 41Q: 3 clusters Score -3489408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3489406.000000 Penalty: 3321.764404
	Iteration 42Q: 3 clusters Score -3489406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3489408.500000 Penalty: 3321.764404
	Iteration 43Q: 3 clusters Score -3489408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3489400.750000 Penalty: 3321.764404
	Iteration 44Q: 3 clusters Score -3489401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3489401.250000 Penalty: 3321.764404
	Iteration 45Q: 3 clusters Score -3489401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3489398.750000 Penalty: 3321.764404
	Iteration 46Q: 3 clusters Score -3489399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3489402.000000 Penalty: 3321.764404
	Iteration 47Q: 3 clusters Score -3489402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3489408.500000 Penalty: 3321.764404
	Iteration 48Q: 3 clusters Score -3489408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3489409.250000 Penalty: 3321.764404
	Iteration 49Q: 3 clusters Score -3489409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3489410.500000 Penalty: 3321.764404
	Iteration 50Q: 3 clusters Score -3489410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3489404.250000 Penalty: 3321.764404
	Iteration 51Q: 3 clusters Score -3489404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3489402.000000 Penalty: 3321.764404
	Iteration 52Q: 3 clusters Score -3489402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3489405.750000 Penalty: 3321.764404
	Iteration 53Q: 3 clusters Score -3489406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3489403.500000 Penalty: 3321.764404
	Iteration 54Q: 3 clusters Score -3489404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3489405.750000 Penalty: 3321.764404
	Iteration 55Q: 3 clusters Score -3489406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3489406.250000 Penalty: 3321.764404
	Iteration 56Q: 3 clusters Score -3489406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3489406.000000 Penalty: 3321.764404
	Iteration 57Q: 3 clusters Score -3489406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3489407.000000 Penalty: 3321.764404
	Iteration 58Q: 3 clusters Score -3489407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3489410.750000 Penalty: 3321.764404
	Iteration 59Q: 3 clusters Score -3489411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3489407.500000 Penalty: 3321.764404
	Iteration 60F: 3 clusters Score -3489408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3489409.250000 Penalty: 3321.764404
	Iteration 61Q: 3 clusters Score -3489409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3489411.250000 Penalty: 3321.764404
	Iteration 62Q: 3 clusters Score -3489411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3489411.750000 Penalty: 3321.764404
	Iteration 63Q: 3 clusters Score -3489412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3489418.750000 Penalty: 3321.764404
	Iteration 64Q: 3 clusters Score -3489419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3489420.250000 Penalty: 3321.764404
	Iteration 65Q: 3 clusters Score -3489420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3489421.750000 Penalty: 3321.764404
	Iteration 66Q: 3 clusters Score -3489422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3489413.750000 Penalty: 3321.764404
	Iteration 67Q: 3 clusters Score -3489414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3489414.250000 Penalty: 3321.764404
	Iteration 68Q: 3 clusters Score -3489414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3489419.500000 Penalty: 3321.764404
	Iteration 69Q: 3 clusters Score -3489420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3489415.000000 Penalty: 3321.764404
	Iteration 70Q: 3 clusters Score -3489415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3489417.000000 Penalty: 3321.764404
	Iteration 71Q: 3 clusters Score -3489417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3489423.750000 Penalty: 3321.764404
	Iteration 72Q: 3 clusters Score -3489424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3489425.250000 Penalty: 3321.764404
	Iteration 73Q: 3 clusters Score -3489425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3489424.500000 Penalty: 3321.764404
	Iteration 74Q: 3 clusters Score -3489424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3489423.750000 Penalty: 3321.764404
	Iteration 75Q: 3 clusters Score -3489424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3489417.500000 Penalty: 3321.764404
	Iteration 76Q: 3 clusters Score -3489418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3489410.250000 Penalty: 3321.764404
	Iteration 77Q: 3 clusters Score -3489410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3489414.500000 Penalty: 3321.764404
	Iteration 78Q: 3 clusters Score -3489414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3489414.000000 Penalty: 3321.764404
	Iteration 79Q: 3 clusters Score -3489414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3489413.250000 Penalty: 3321.764404
	Iteration 80F: 3 clusters Score -3489413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3489415.500000 Penalty: 3321.764404
	Iteration 81Q: 3 clusters Score -3489416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3489415.500000 Penalty: 3321.764404
	Iteration 82Q: 3 clusters Score -3489416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3489415.500000 Penalty: 3321.764404
	Iteration 83F: 3 clusters Score -3489416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -699173.562500 Penalty: 1398.999146
	Iteration 0F: 2 clusters Score -699173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -694860.562500 Penalty: 2797.998291
	Iteration 0F: 3 clusters Score -694860.6 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -696079.562500 Penalty: 2797.998291
	Iteration 1F: 3 clusters Score -696079.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -696294.687500 Penalty: 2797.998291
	Iteration 2F: 3 clusters Score -696294.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -696487.812500 Penalty: 2797.998291
	Iteration 3F: 3 clusters Score -696487.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -696664.875000 Penalty: 2797.998291
	Iteration 4Q: 3 clusters Score -696664.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -696845.375000 Penalty: 2797.998291
	Iteration 5Q: 3 clusters Score -696845.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -697013.000000 Penalty: 2797.998291
	Iteration 6F: 3 clusters Score -697013 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -697142.187500 Penalty: 2797.998291
	Iteration 7Q: 3 clusters Score -697142.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -697257.000000 Penalty: 2797.998291
	Iteration 8Q: 3 clusters Score -697257 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -697347.750000 Penalty: 2797.998291
	Iteration 9Q: 3 clusters Score -697347.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -697436.875000 Penalty: 2797.998291
	Iteration 10Q: 3 clusters Score -697436.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -697505.812500 Penalty: 2797.998291
	Iteration 11Q: 3 clusters Score -697505.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -697577.562500 Penalty: 2797.998291
	Iteration 12Q: 3 clusters Score -697577.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -697627.875000 Penalty: 2797.998291
	Iteration 13Q: 3 clusters Score -697627.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -697671.875000 Penalty: 2797.998291
	Iteration 14Q: 3 clusters Score -697671.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -697703.312500 Penalty: 2797.998291
	Iteration 15Q: 3 clusters Score -697703.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -697725.000000 Penalty: 2797.998291
	Iteration 16Q: 3 clusters Score -697725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -697749.062500 Penalty: 2797.998291
	Iteration 17Q: 3 clusters Score -697749.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -697770.687500 Penalty: 2797.998291
	Iteration 18Q: 3 clusters Score -697770.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -697790.750000 Penalty: 2797.998291
	Iteration 19Q: 3 clusters Score -697790.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -697820.937500 Penalty: 2797.998291
	Iteration 20F: 3 clusters Score -697820.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -697852.562500 Penalty: 2797.998291
	Iteration 21Q: 3 clusters Score -697852.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -697890.625000 Penalty: 2797.998291
	Iteration 22Q: 3 clusters Score -697890.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -697932.250000 Penalty: 2797.998291
	Iteration 23Q: 3 clusters Score -697932.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -697979.375000 Penalty: 2797.998291
	Iteration 24Q: 3 clusters Score -697979.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -698048.375000 Penalty: 2797.998291
	Iteration 25Q: 3 clusters Score -698048.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -698156.812500 Penalty: 2797.998291
	Iteration 26Q: 3 clusters Score -698156.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -698307.875000 Penalty: 2797.998291
	Iteration 27Q: 3 clusters Score -698307.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -698449.187500 Penalty: 2797.998291
	Iteration 28Q: 3 clusters Score -698449.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -698539.375000 Penalty: 2797.998291
	Iteration 29Q: 3 clusters Score -698539.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -698628.812500 Penalty: 2797.998291
	Iteration 30Q: 3 clusters Score -698628.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -698711.500000 Penalty: 2797.998291
	Iteration 31Q: 3 clusters Score -698711.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -698810.562500 Penalty: 2797.998291
	Iteration 32Q: 3 clusters Score -698810.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -698928.937500 Penalty: 2797.998291
	Iteration 33Q: 3 clusters Score -698928.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -699035.062500 Penalty: 2797.998291
	Iteration 34Q: 3 clusters Score -699035.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -699175.687500 Penalty: 2797.998291
	Iteration 35Q: 3 clusters Score -699175.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -699304.375000 Penalty: 2797.998291
	Iteration 36Q: 3 clusters Score -699304.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -699398.937500 Penalty: 2797.998291
	Iteration 37Q: 3 clusters Score -699398.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -699468.125000 Penalty: 2797.998291
	Iteration 38Q: 3 clusters Score -699468.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -699504.500000 Penalty: 2797.998291
	Iteration 39Q: 3 clusters Score -699504.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -699531.062500 Penalty: 2797.998291
	Iteration 40F: 3 clusters Score -699531.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -699542.875000 Penalty: 2797.998291
	Iteration 41Q: 3 clusters Score -699542.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -699545.562500 Penalty: 2797.998291
	Iteration 42Q: 3 clusters Score -699545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -699546.437500 Penalty: 2797.998291
	Iteration 43Q: 3 clusters Score -699546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -699546.312500 Penalty: 2797.998291
	Iteration 44Q: 3 clusters Score -699546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -699547.562500 Penalty: 2797.998291
	Iteration 45Q: 3 clusters Score -699547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -699548.437500 Penalty: 2797.998291
	Iteration 46Q: 3 clusters Score -699548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -699548.250000 Penalty: 2797.998291
	Iteration 47Q: 3 clusters Score -699548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -699548.250000 Penalty: 2797.998291
	Iteration 48F: 3 clusters Score -699548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 23085 members 
Mstep: Class 4 contains 74723 members 
Mstep: Class 5 contains 21391 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52297 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77082 members 
Mstep: Class 10 contains 60471 members 
Mstep: Class 11 contains 33997 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 22036 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 75720 members 
Mstep: Class 18 contains 14510 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6873 members 
Mstep: Class 21 contains 79291 members 
Mstep: Class 22 contains 19279 members 
Mstep: Class 23 contains 57142 members 
Mstep: Class 24 contains 20235 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 2876 members 
Mstep: Class 28 contains 45640 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 61144 members 
Mstep: Class 32 contains 49010 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 1603 members 
Mstep: Class 36 contains 10834 members 
Mstep: Class 37 contains 6526 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 30279 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71959 members 
Entering Unmasked Estep 
Score: -127797208.000000 Penalty: 101030.085938
Splitting cluster 2 changes total score from -127798200.000000 to -127797208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Entering Unmasked Estep 
Score: -2912059.750000 Penalty: 1632.627441
	Iteration 0F: 2 clusters Score -2912060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2896304.500000 Penalty: 3265.254883
	Iteration 0F: 3 clusters Score -2896304 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2902439.750000 Penalty: 3265.254883
	Iteration 1F: 3 clusters Score -2902440 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2903253.500000 Penalty: 3265.254883
	Iteration 2F: 3 clusters Score -2903254 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2904254.000000 Penalty: 3265.254883
	Iteration 3F: 3 clusters Score -2904254 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2905389.000000 Penalty: 3265.254883
	Iteration 4F: 3 clusters Score -2905389 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2906597.000000 Penalty: 3265.254883
	Iteration 5F: 3 clusters Score -2906597 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2907590.750000 Penalty: 3265.254883
	Iteration 6F: 3 clusters Score -2907591 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2908324.500000 Penalty: 3265.254883
	Iteration 7Q: 3 clusters Score -2908324 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2908806.000000 Penalty: 3265.254883
	Iteration 8Q: 3 clusters Score -2908806 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2909153.500000 Penalty: 3265.254883
	Iteration 9Q: 3 clusters Score -2909154 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2909428.250000 Penalty: 3265.254883
	Iteration 10Q: 3 clusters Score -2909428 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2909622.000000 Penalty: 3265.254883
	Iteration 11Q: 3 clusters Score -2909622 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2909792.000000 Penalty: 3265.254883
	Iteration 12Q: 3 clusters Score -2909792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2909936.000000 Penalty: 3265.254883
	Iteration 13Q: 3 clusters Score -2909936 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2910043.500000 Penalty: 3265.254883
	Iteration 14Q: 3 clusters Score -2910044 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2910119.750000 Penalty: 3265.254883
	Iteration 15Q: 3 clusters Score -2910120 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2910176.750000 Penalty: 3265.254883
	Iteration 16Q: 3 clusters Score -2910177 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2910228.750000 Penalty: 3265.254883
	Iteration 17Q: 3 clusters Score -2910229 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2910265.750000 Penalty: 3265.254883
	Iteration 18Q: 3 clusters Score -2910266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2910299.000000 Penalty: 3265.254883
	Iteration 19Q: 3 clusters Score -2910299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2910319.000000 Penalty: 3265.254883
	Iteration 20F: 3 clusters Score -2910319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2910331.750000 Penalty: 3265.254883
	Iteration 21Q: 3 clusters Score -2910332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2910336.750000 Penalty: 3265.254883
	Iteration 22Q: 3 clusters Score -2910337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2910345.500000 Penalty: 3265.254883
	Iteration 23Q: 3 clusters Score -2910346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2910345.250000 Penalty: 3265.254883
	Iteration 24Q: 3 clusters Score -2910345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2910362.000000 Penalty: 3265.254883
	Iteration 25Q: 3 clusters Score -2910362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2910374.500000 Penalty: 3265.254883
	Iteration 26Q: 3 clusters Score -2910374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2910369.000000 Penalty: 3265.254883
	Iteration 27Q: 3 clusters Score -2910369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2910367.000000 Penalty: 3265.254883
	Iteration 28Q: 3 clusters Score -2910367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2910373.000000 Penalty: 3265.254883
	Iteration 29Q: 3 clusters Score -2910373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2910371.500000 Penalty: 3265.254883
	Iteration 30Q: 3 clusters Score -2910372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2910376.500000 Penalty: 3265.254883
	Iteration 31Q: 3 clusters Score -2910376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2910381.750000 Penalty: 3265.254883
	Iteration 32Q: 3 clusters Score -2910382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2910380.000000 Penalty: 3265.254883
	Iteration 33Q: 3 clusters Score -2910380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2910377.500000 Penalty: 3265.254883
	Iteration 34Q: 3 clusters Score -2910378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2910374.250000 Penalty: 3265.254883
	Iteration 35Q: 3 clusters Score -2910374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2910372.750000 Penalty: 3265.254883
	Iteration 36Q: 3 clusters Score -2910373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2910378.750000 Penalty: 3265.254883
	Iteration 37Q: 3 clusters Score -2910379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2910378.750000 Penalty: 3265.254883
	Iteration 38Q: 3 clusters Score -2910379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2910380.000000 Penalty: 3265.254883
	Iteration 39Q: 3 clusters Score -2910380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2910381.250000 Penalty: 3265.254883
	Iteration 40F: 3 clusters Score -2910381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2910379.750000 Penalty: 3265.254883
	Iteration 41Q: 3 clusters Score -2910380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2910387.500000 Penalty: 3265.254883
	Iteration 42Q: 3 clusters Score -2910388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2910391.250000 Penalty: 3265.254883
	Iteration 43Q: 3 clusters Score -2910391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2910388.000000 Penalty: 3265.254883
	Iteration 44Q: 3 clusters Score -2910388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2910393.250000 Penalty: 3265.254883
	Iteration 45Q: 3 clusters Score -2910393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2910396.250000 Penalty: 3265.254883
	Iteration 46Q: 3 clusters Score -2910396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2910395.000000 Penalty: 3265.254883
	Iteration 47Q: 3 clusters Score -2910395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2910396.750000 Penalty: 3265.254883
	Iteration 48Q: 3 clusters Score -2910397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2910401.000000 Penalty: 3265.254883
	Iteration 49Q: 3 clusters Score -2910401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2910405.500000 Penalty: 3265.254883
	Iteration 50Q: 3 clusters Score -2910406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2910404.750000 Penalty: 3265.254883
	Iteration 51Q: 3 clusters Score -2910405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2910409.250000 Penalty: 3265.254883
	Iteration 52Q: 3 clusters Score -2910409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2910405.750000 Penalty: 3265.254883
	Iteration 53Q: 3 clusters Score -2910406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2910408.750000 Penalty: 3265.254883
	Iteration 54Q: 3 clusters Score -2910409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2910404.250000 Penalty: 3265.254883
	Iteration 55Q: 3 clusters Score -2910404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2910408.250000 Penalty: 3265.254883
	Iteration 56Q: 3 clusters Score -2910408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2910406.500000 Penalty: 3265.254883
	Iteration 57Q: 3 clusters Score -2910406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2910410.750000 Penalty: 3265.254883
	Iteration 58Q: 3 clusters Score -2910411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2910409.750000 Penalty: 3265.254883
	Iteration 59Q: 3 clusters Score -2910410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2910409.000000 Penalty: 3265.254883
	Iteration 60F: 3 clusters Score -2910409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2910408.000000 Penalty: 3265.254883
	Iteration 61Q: 3 clusters Score -2910408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2910408.750000 Penalty: 3265.254883
	Iteration 62Q: 3 clusters Score -2910409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2910408.250000 Penalty: 3265.254883
	Iteration 63Q: 3 clusters Score -2910408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2910406.750000 Penalty: 3265.254883
	Iteration 64Q: 3 clusters Score -2910407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2910407.000000 Penalty: 3265.254883
	Iteration 65Q: 3 clusters Score -2910407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2910405.500000 Penalty: 3265.254883
	Iteration 66Q: 3 clusters Score -2910406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2910407.750000 Penalty: 3265.254883
	Iteration 67Q: 3 clusters Score -2910408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2910411.500000 Penalty: 3265.254883
	Iteration 68Q: 3 clusters Score -2910412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2910408.750000 Penalty: 3265.254883
	Iteration 69Q: 3 clusters Score -2910409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2910411.750000 Penalty: 3265.254883
	Iteration 70Q: 3 clusters Score -2910412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2910409.750000 Penalty: 3265.254883
	Iteration 71Q: 3 clusters Score -2910410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2910411.500000 Penalty: 3265.254883
	Iteration 72Q: 3 clusters Score -2910412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2910404.250000 Penalty: 3265.254883
	Iteration 73Q: 3 clusters Score -2910404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2910405.250000 Penalty: 3265.254883
	Iteration 74Q: 3 clusters Score -2910405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2910405.000000 Penalty: 3265.254883
	Iteration 75Q: 3 clusters Score -2910405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2910405.000000 Penalty: 3265.254883
	Iteration 76Q: 3 clusters Score -2910405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2910404.000000 Penalty: 3265.254883
	Iteration 77Q: 3 clusters Score -2910404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2910405.000000 Penalty: 3265.254883
	Iteration 78Q: 3 clusters Score -2910405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2910401.500000 Penalty: 3265.254883
	Iteration 79Q: 3 clusters Score -2910402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2910401.500000 Penalty: 3265.254883
	Iteration 80F: 3 clusters Score -2910402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2910404.000000 Penalty: 3265.254883
	Iteration 81Q: 3 clusters Score -2910404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2910401.250000 Penalty: 3265.254883
	Iteration 82Q: 3 clusters Score -2910401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2910403.000000 Penalty: 3265.254883
	Iteration 83Q: 3 clusters Score -2910403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2910411.750000 Penalty: 3265.254883
	Iteration 84Q: 3 clusters Score -2910412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2910410.250000 Penalty: 3265.254883
	Iteration 85Q: 3 clusters Score -2910410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2910413.250000 Penalty: 3265.254883
	Iteration 86Q: 3 clusters Score -2910413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2910413.750000 Penalty: 3265.254883
	Iteration 87Q: 3 clusters Score -2910414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2910417.750000 Penalty: 3265.254883
	Iteration 88Q: 3 clusters Score -2910418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2910416.000000 Penalty: 3265.254883
	Iteration 89Q: 3 clusters Score -2910416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2910416.000000 Penalty: 3265.254883
	Iteration 90F: 3 clusters Score -2910416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (74723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Entering Unmasked Estep 
Score: -9926110.000000 Penalty: 1823.500732
	Iteration 0F: 2 clusters Score -9926110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -9878776.000000 Penalty: 3647.001465
	Iteration 0F: 3 clusters Score -9878776 nChanged 35484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -9899751.000000 Penalty: 3647.001465
	Iteration 1F: 3 clusters Score -9899751 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -9900736.000000 Penalty: 3647.001465
	Iteration 2Q: 3 clusters Score -9900736 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -9902044.000000 Penalty: 3647.001465
	Iteration 3Q: 3 clusters Score -9902044 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -9903745.000000 Penalty: 3647.001465
	Iteration 4F: 3 clusters Score -9903745 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -9905954.000000 Penalty: 3647.001465
	Iteration 5F: 3 clusters Score -9905954 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -9908759.000000 Penalty: 3647.001465
	Iteration 6F: 3 clusters Score -9908759 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -9912227.000000 Penalty: 3647.001465
	Iteration 7F: 3 clusters Score -9912227 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -9916121.000000 Penalty: 3647.001465
	Iteration 8F: 3 clusters Score -9916121 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -9919424.000000 Penalty: 3647.001465
	Iteration 9F: 3 clusters Score -9919424 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -9921638.000000 Penalty: 3647.001465
	Iteration 10Q: 3 clusters Score -9921638 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -9923019.000000 Penalty: 3647.001465
	Iteration 11Q: 3 clusters Score -9923019 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9923754.000000 Penalty: 3647.001465
	Iteration 12Q: 3 clusters Score -9923754 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -9924068.000000 Penalty: 3647.001465
	Iteration 13Q: 3 clusters Score -9924068 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -9924274.000000 Penalty: 3647.001465
	Iteration 14Q: 3 clusters Score -9924274 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -9924403.000000 Penalty: 3647.001465
	Iteration 15Q: 3 clusters Score -9924403 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -9924450.000000 Penalty: 3647.001465
	Iteration 16Q: 3 clusters Score -9924450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -9924499.000000 Penalty: 3647.001465
	Iteration 17Q: 3 clusters Score -9924499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9924499.000000 Penalty: 3647.001465
	Iteration 18Q: 3 clusters Score -9924499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -9924522.000000 Penalty: 3647.001465
	Iteration 19Q: 3 clusters Score -9924522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9924537.000000 Penalty: 3647.001465
	Iteration 20F: 3 clusters Score -9924537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -9924566.000000 Penalty: 3647.001465
	Iteration 21Q: 3 clusters Score -9924566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -9924588.000000 Penalty: 3647.001465
	Iteration 22Q: 3 clusters Score -9924588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -9924596.000000 Penalty: 3647.001465
	Iteration 23Q: 3 clusters Score -9924596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -9924608.000000 Penalty: 3647.001465
	Iteration 24Q: 3 clusters Score -9924608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -9924619.000000 Penalty: 3647.001465
	Iteration 25Q: 3 clusters Score -9924619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -9924625.000000 Penalty: 3647.001465
	Iteration 26Q: 3 clusters Score -9924625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -9924625.000000 Penalty: 3647.001465
	Iteration 27Q: 3 clusters Score -9924625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -9924619.000000 Penalty: 3647.001465
	Iteration 28Q: 3 clusters Score -9924619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -9924617.000000 Penalty: 3647.001465
	Iteration 29Q: 3 clusters Score -9924617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9924622.000000 Penalty: 3647.001465
	Iteration 30Q: 3 clusters Score -9924622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -9924627.000000 Penalty: 3647.001465
	Iteration 31Q: 3 clusters Score -9924627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -9924628.000000 Penalty: 3647.001465
	Iteration 32Q: 3 clusters Score -9924628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9924626.000000 Penalty: 3647.001465
	Iteration 33Q: 3 clusters Score -9924626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9924626.000000 Penalty: 3647.001465
	Iteration 34F: 3 clusters Score -9924626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Entering Unmasked Estep 
Score: -2828541.000000 Penalty: 1620.242920
	Iteration 0F: 2 clusters Score -2828541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2814069.250000 Penalty: 3240.485840
	Iteration 0F: 3 clusters Score -2814069 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2819372.250000 Penalty: 3240.485840
	Iteration 1F: 3 clusters Score -2819372 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2819689.500000 Penalty: 3240.485840
	Iteration 2Q: 3 clusters Score -2819690 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2820038.000000 Penalty: 3240.485840
	Iteration 3Q: 3 clusters Score -2820038 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2820434.750000 Penalty: 3240.485840
	Iteration 4Q: 3 clusters Score -2820435 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2820952.750000 Penalty: 3240.485840
	Iteration 5Q: 3 clusters Score -2820953 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2821726.250000 Penalty: 3240.485840
	Iteration 6F: 3 clusters Score -2821726 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2822779.750000 Penalty: 3240.485840
	Iteration 7F: 3 clusters Score -2822780 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2824025.750000 Penalty: 3240.485840
	Iteration 8F: 3 clusters Score -2824026 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2825193.250000 Penalty: 3240.485840
	Iteration 9F: 3 clusters Score -2825193 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2826040.500000 Penalty: 3240.485840
	Iteration 10Q: 3 clusters Score -2826040 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2826597.750000 Penalty: 3240.485840
	Iteration 11Q: 3 clusters Score -2826598 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2826884.250000 Penalty: 3240.485840
	Iteration 12Q: 3 clusters Score -2826884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2826999.500000 Penalty: 3240.485840
	Iteration 13Q: 3 clusters Score -2827000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2827063.750000 Penalty: 3240.485840
	Iteration 14Q: 3 clusters Score -2827064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2827083.750000 Penalty: 3240.485840
	Iteration 15Q: 3 clusters Score -2827084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2827089.750000 Penalty: 3240.485840
	Iteration 16Q: 3 clusters Score -2827090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2827094.250000 Penalty: 3240.485840
	Iteration 17Q: 3 clusters Score -2827094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2827090.750000 Penalty: 3240.485840
	Iteration 18Q: 3 clusters Score -2827091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2827096.000000 Penalty: 3240.485840
	Iteration 19Q: 3 clusters Score -2827096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2827103.250000 Penalty: 3240.485840
	Iteration 20F: 3 clusters Score -2827103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2827105.750000 Penalty: 3240.485840
	Iteration 21Q: 3 clusters Score -2827106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2827105.750000 Penalty: 3240.485840
	Iteration 22F: 3 clusters Score -2827106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53530.054688 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53530.05 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 248 members 
Entering Unmasked Estep 
Score: -52556.753906 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52556.75 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52864.601562 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52864.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52991.949219 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52991.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53077.863281 Penalty: 2028.722534
	Iteration 3Q: 3 clusters Score -53077.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53140.703125 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -53140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53179.562500 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53179.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53193.503906 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53214.691406 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53214.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53255.015625 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53255.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53279.242188 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53279.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53283.085938 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53283.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53290.906250 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -53290.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53294.152344 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -53294.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53302.878906 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -53302.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53302.878906 Penalty: 2028.722534
	Iteration 14F: 3 clusters Score -53302.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Entering Unmasked Estep 
Score: -6958812.000000 Penalty: 1765.512817
	Iteration 0F: 2 clusters Score -6958812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -6924046.000000 Penalty: 3531.025635
	Iteration 0F: 3 clusters Score -6924046 nChanged 24518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -6937847.500000 Penalty: 3531.025635
	Iteration 1F: 3 clusters Score -6937848 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -6938356.500000 Penalty: 3531.025635
	Iteration 2Q: 3 clusters Score -6938356 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6938937.000000 Penalty: 3531.025635
	Iteration 3Q: 3 clusters Score -6938937 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -6939789.000000 Penalty: 3531.025635
	Iteration 4Q: 3 clusters Score -6939789 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -6941142.500000 Penalty: 3531.025635
	Iteration 5F: 3 clusters Score -6941142 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6943402.000000 Penalty: 3531.025635
	Iteration 6F: 3 clusters Score -6943402 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6946898.500000 Penalty: 3531.025635
	Iteration 7F: 3 clusters Score -6946898 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6951027.000000 Penalty: 3531.025635
	Iteration 8F: 3 clusters Score -6951027 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6954258.000000 Penalty: 3531.025635
	Iteration 9F: 3 clusters Score -6954258 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6956078.000000 Penalty: 3531.025635
	Iteration 10Q: 3 clusters Score -6956078 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6956847.000000 Penalty: 3531.025635
	Iteration 11Q: 3 clusters Score -6956847 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6957060.000000 Penalty: 3531.025635
	Iteration 12Q: 3 clusters Score -6957060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6957138.000000 Penalty: 3531.025635
	Iteration 13Q: 3 clusters Score -6957138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6957184.000000 Penalty: 3531.025635
	Iteration 14Q: 3 clusters Score -6957184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6957211.500000 Penalty: 3531.025635
	Iteration 15Q: 3 clusters Score -6957212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6957237.000000 Penalty: 3531.025635
	Iteration 16Q: 3 clusters Score -6957237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6957243.000000 Penalty: 3531.025635
	Iteration 17Q: 3 clusters Score -6957243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6957251.000000 Penalty: 3531.025635
	Iteration 18Q: 3 clusters Score -6957251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6957251.000000 Penalty: 3531.025635
	Iteration 19F: 3 clusters Score -6957251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -611715.312500 Penalty: 1376.629761
	Iteration 0F: 2 clusters Score -611715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -607910.875000 Penalty: 2753.259521
	Iteration 0F: 3 clusters Score -607910.9 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -608882.000000 Penalty: 2753.259521
	Iteration 1F: 3 clusters Score -608882 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -609020.250000 Penalty: 2753.259521
	Iteration 2F: 3 clusters Score -609020.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -609122.562500 Penalty: 2753.259521
	Iteration 3Q: 3 clusters Score -609122.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -609211.375000 Penalty: 2753.259521
	Iteration 4Q: 3 clusters Score -609211.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -609288.750000 Penalty: 2753.259521
	Iteration 5Q: 3 clusters Score -609288.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -609377.625000 Penalty: 2753.259521
	Iteration 6Q: 3 clusters Score -609377.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -609476.000000 Penalty: 2753.259521
	Iteration 7Q: 3 clusters Score -609476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -609586.375000 Penalty: 2753.259521
	Iteration 8Q: 3 clusters Score -609586.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -609695.875000 Penalty: 2753.259521
	Iteration 9Q: 3 clusters Score -609695.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -609801.312500 Penalty: 2753.259521
	Iteration 10Q: 3 clusters Score -609801.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -609897.062500 Penalty: 2753.259521
	Iteration 11Q: 3 clusters Score -609897.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -609988.000000 Penalty: 2753.259521
	Iteration 12Q: 3 clusters Score -609988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -610072.687500 Penalty: 2753.259521
	Iteration 13Q: 3 clusters Score -610072.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -610149.687500 Penalty: 2753.259521
	Iteration 14Q: 3 clusters Score -610149.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -610222.187500 Penalty: 2753.259521
	Iteration 15Q: 3 clusters Score -610222.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -610272.125000 Penalty: 2753.259521
	Iteration 16Q: 3 clusters Score -610272.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -610306.250000 Penalty: 2753.259521
	Iteration 17Q: 3 clusters Score -610306.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -610328.937500 Penalty: 2753.259521
	Iteration 18Q: 3 clusters Score -610328.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -610340.562500 Penalty: 2753.259521
	Iteration 19Q: 3 clusters Score -610340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -610356.750000 Penalty: 2753.259521
	Iteration 20F: 3 clusters Score -610356.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -610366.125000 Penalty: 2753.259521
	Iteration 21Q: 3 clusters Score -610366.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -610373.625000 Penalty: 2753.259521
	Iteration 22Q: 3 clusters Score -610373.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -610383.437500 Penalty: 2753.259521
	Iteration 23Q: 3 clusters Score -610383.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -610391.312500 Penalty: 2753.259521
	Iteration 24Q: 3 clusters Score -610391.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -610400.625000 Penalty: 2753.259521
	Iteration 25Q: 3 clusters Score -610400.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -610408.875000 Penalty: 2753.259521
	Iteration 26Q: 3 clusters Score -610408.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -610419.437500 Penalty: 2753.259521
	Iteration 27Q: 3 clusters Score -610419.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -610427.500000 Penalty: 2753.259521
	Iteration 28Q: 3 clusters Score -610427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -610432.687500 Penalty: 2753.259521
	Iteration 29Q: 3 clusters Score -610432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -610435.062500 Penalty: 2753.259521
	Iteration 30Q: 3 clusters Score -610435.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -610440.812500 Penalty: 2753.259521
	Iteration 31Q: 3 clusters Score -610440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -610445.125000 Penalty: 2753.259521
	Iteration 32Q: 3 clusters Score -610445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -610446.812500 Penalty: 2753.259521
	Iteration 33Q: 3 clusters Score -610446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -610450.250000 Penalty: 2753.259521
	Iteration 34Q: 3 clusters Score -610450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -610451.500000 Penalty: 2753.259521
	Iteration 35Q: 3 clusters Score -610451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -610453.500000 Penalty: 2753.259521
	Iteration 36Q: 3 clusters Score -610453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -610453.250000 Penalty: 2753.259521
	Iteration 37Q: 3 clusters Score -610453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -610452.937500 Penalty: 2753.259521
	Iteration 38Q: 3 clusters Score -610452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -610452.937500 Penalty: 2753.259521
	Iteration 39F: 3 clusters Score -610452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Entering Unmasked Estep 
Score: -10152691.000000 Penalty: 1828.551636
	Iteration 0F: 2 clusters Score -1.015269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -10104151.000000 Penalty: 3657.103271
	Iteration 0F: 3 clusters Score -1.010415e+07 nChanged 36454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -10124990.000000 Penalty: 3657.103271
	Iteration 1F: 3 clusters Score -1.012499e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -10125608.000000 Penalty: 3657.103271
	Iteration 2Q: 3 clusters Score -1.012561e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -10126511.000000 Penalty: 3657.103271
	Iteration 3Q: 3 clusters Score -1.012651e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -10127932.000000 Penalty: 3657.103271
	Iteration 4Q: 3 clusters Score -1.012793e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -10130757.000000 Penalty: 3657.103271
	Iteration 5F: 3 clusters Score -1.013076e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -10135745.000000 Penalty: 3657.103271
	Iteration 6F: 3 clusters Score -1.013574e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -10142152.000000 Penalty: 3657.103271
	Iteration 7F: 3 clusters Score -1.014215e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -10147547.000000 Penalty: 3657.103271
	Iteration 8F: 3 clusters Score -1.014755e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -10150057.000000 Penalty: 3657.103271
	Iteration 9Q: 3 clusters Score -1.015006e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -10150760.000000 Penalty: 3657.103271
	Iteration 10Q: 3 clusters Score -1.015076e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -10150945.000000 Penalty: 3657.103271
	Iteration 11Q: 3 clusters Score -1.015094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -10150983.000000 Penalty: 3657.103271
	Iteration 12Q: 3 clusters Score -1.015098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -10151029.000000 Penalty: 3657.103271
	Iteration 13Q: 3 clusters Score -1.015103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -10151044.000000 Penalty: 3657.103271
	Iteration 14Q: 3 clusters Score -1.015104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -10151062.000000 Penalty: 3657.103271
	Iteration 15Q: 3 clusters Score -1.015106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -10151082.000000 Penalty: 3657.103271
	Iteration 16Q: 3 clusters Score -1.015108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -10151087.000000 Penalty: 3657.103271
	Iteration 17Q: 3 clusters Score -1.015109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -10151092.000000 Penalty: 3657.103271
	Iteration 18Q: 3 clusters Score -1.015109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -10151097.000000 Penalty: 3657.103271
	Iteration 19Q: 3 clusters Score -1.01511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -10151110.000000 Penalty: 3657.103271
	Iteration 20F: 3 clusters Score -1.015111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -10151122.000000 Penalty: 3657.103271
	Iteration 21Q: 3 clusters Score -1.015112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -10151120.000000 Penalty: 3657.103271
	Iteration 22Q: 3 clusters Score -1.015112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -10151125.000000 Penalty: 3657.103271
	Iteration 23Q: 3 clusters Score -1.015112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -10151126.000000 Penalty: 3657.103271
	Iteration 24Q: 3 clusters Score -1.015113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -10151129.000000 Penalty: 3657.103271
	Iteration 25Q: 3 clusters Score -1.015113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10151130.000000 Penalty: 3657.103271
	Iteration 26Q: 3 clusters Score -1.015113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10151132.000000 Penalty: 3657.103271
	Iteration 27Q: 3 clusters Score -1.015113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -10151141.000000 Penalty: 3657.103271
	Iteration 28Q: 3 clusters Score -1.015114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -10151134.000000 Penalty: 3657.103271
	Iteration 29Q: 3 clusters Score -1.015113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10151138.000000 Penalty: 3657.103271
	Iteration 30Q: 3 clusters Score -1.015114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -10151141.000000 Penalty: 3657.103271
	Iteration 31Q: 3 clusters Score -1.015114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -10151141.000000 Penalty: 3657.103271
	Iteration 32F: 3 clusters Score -1.015114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Entering Unmasked Estep 
Score: -7722146.500000 Penalty: 1789.111816
	Iteration 0F: 2 clusters Score -7722146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -7681775.000000 Penalty: 3578.223633
	Iteration 0F: 3 clusters Score -7681775 nChanged 28656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -7698277.000000 Penalty: 3578.223633
	Iteration 1F: 3 clusters Score -7698277 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -7699133.500000 Penalty: 3578.223633
	Iteration 2Q: 3 clusters Score -7699134 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -7700264.000000 Penalty: 3578.223633
	Iteration 3Q: 3 clusters Score -7700264 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -7701663.000000 Penalty: 3578.223633
	Iteration 4Q: 3 clusters Score -7701663 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -7703328.500000 Penalty: 3578.223633
	Iteration 5F: 3 clusters Score -7703328 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -7705049.000000 Penalty: 3578.223633
	Iteration 6F: 3 clusters Score -7705049 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -7706769.000000 Penalty: 3578.223633
	Iteration 7F: 3 clusters Score -7706769 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -7708290.500000 Penalty: 3578.223633
	Iteration 8Q: 3 clusters Score -7708290 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -7709555.000000 Penalty: 3578.223633
	Iteration 9Q: 3 clusters Score -7709555 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -7710484.500000 Penalty: 3578.223633
	Iteration 10Q: 3 clusters Score -7710484 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -7711224.500000 Penalty: 3578.223633
	Iteration 11Q: 3 clusters Score -7711224 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -7711672.500000 Penalty: 3578.223633
	Iteration 12Q: 3 clusters Score -7711672 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -7711866.000000 Penalty: 3578.223633
	Iteration 13Q: 3 clusters Score -7711866 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -7712003.000000 Penalty: 3578.223633
	Iteration 14Q: 3 clusters Score -7712003 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -7712102.000000 Penalty: 3578.223633
	Iteration 15Q: 3 clusters Score -7712102 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -7712151.500000 Penalty: 3578.223633
	Iteration 16Q: 3 clusters Score -7712152 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -7712210.500000 Penalty: 3578.223633
	Iteration 17Q: 3 clusters Score -7712210 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -7712263.000000 Penalty: 3578.223633
	Iteration 18Q: 3 clusters Score -7712263 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -7712348.500000 Penalty: 3578.223633
	Iteration 19Q: 3 clusters Score -7712348 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -7712419.000000 Penalty: 3578.223633
	Iteration 20F: 3 clusters Score -7712419 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -7712436.000000 Penalty: 3578.223633
	Iteration 21Q: 3 clusters Score -7712436 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -7712539.500000 Penalty: 3578.223633
	Iteration 22Q: 3 clusters Score -7712540 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -7712628.000000 Penalty: 3578.223633
	Iteration 23Q: 3 clusters Score -7712628 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -7712699.500000 Penalty: 3578.223633
	Iteration 24Q: 3 clusters Score -7712700 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -7712810.000000 Penalty: 3578.223633
	Iteration 25Q: 3 clusters Score -7712810 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -7712893.500000 Penalty: 3578.223633
	Iteration 26Q: 3 clusters Score -7712894 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7712953.000000 Penalty: 3578.223633
	Iteration 27Q: 3 clusters Score -7712953 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -7713056.500000 Penalty: 3578.223633
	Iteration 28Q: 3 clusters Score -7713056 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -7713105.500000 Penalty: 3578.223633
	Iteration 29Q: 3 clusters Score -7713106 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7713188.000000 Penalty: 3578.223633
	Iteration 30Q: 3 clusters Score -7713188 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -7713322.000000 Penalty: 3578.223633
	Iteration 31Q: 3 clusters Score -7713322 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -7713448.500000 Penalty: 3578.223633
	Iteration 32Q: 3 clusters Score -7713448 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -7713624.000000 Penalty: 3578.223633
	Iteration 33Q: 3 clusters Score -7713624 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -7713827.000000 Penalty: 3578.223633
	Iteration 34Q: 3 clusters Score -7713827 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -7713979.000000 Penalty: 3578.223633
	Iteration 35Q: 3 clusters Score -7713979 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -7714116.500000 Penalty: 3578.223633
	Iteration 36Q: 3 clusters Score -7714116 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -7714269.000000 Penalty: 3578.223633
	Iteration 37Q: 3 clusters Score -7714269 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7714459.000000 Penalty: 3578.223633
	Iteration 38Q: 3 clusters Score -7714459 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -7714692.000000 Penalty: 3578.223633
	Iteration 39Q: 3 clusters Score -7714692 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -7714923.500000 Penalty: 3578.223633
	Iteration 40F: 3 clusters Score -7714924 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -7715235.500000 Penalty: 3578.223633
	Iteration 41Q: 3 clusters Score -7715236 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7715572.000000 Penalty: 3578.223633
	Iteration 42Q: 3 clusters Score -7715572 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -7715862.500000 Penalty: 3578.223633
	Iteration 43Q: 3 clusters Score -7715862 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -7716237.000000 Penalty: 3578.223633
	Iteration 44Q: 3 clusters Score -7716237 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -7716610.000000 Penalty: 3578.223633
	Iteration 45Q: 3 clusters Score -7716610 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -7717007.000000 Penalty: 3578.223633
	Iteration 46Q: 3 clusters Score -7717007 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -7717445.000000 Penalty: 3578.223633
	Iteration 47Q: 3 clusters Score -7717445 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7717905.000000 Penalty: 3578.223633
	Iteration 48Q: 3 clusters Score -7717905 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7718313.500000 Penalty: 3578.223633
	Iteration 49Q: 3 clusters Score -7718314 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -7718713.500000 Penalty: 3578.223633
	Iteration 50Q: 3 clusters Score -7718714 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7719126.500000 Penalty: 3578.223633
	Iteration 51Q: 3 clusters Score -7719126 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7719504.500000 Penalty: 3578.223633
	Iteration 52Q: 3 clusters Score -7719504 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7719835.500000 Penalty: 3578.223633
	Iteration 53Q: 3 clusters Score -7719836 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7720091.500000 Penalty: 3578.223633
	Iteration 54Q: 3 clusters Score -7720092 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7720227.000000 Penalty: 3578.223633
	Iteration 55Q: 3 clusters Score -7720227 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7720357.000000 Penalty: 3578.223633
	Iteration 56Q: 3 clusters Score -7720357 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7720441.000000 Penalty: 3578.223633
	Iteration 57Q: 3 clusters Score -7720441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7720520.000000 Penalty: 3578.223633
	Iteration 58Q: 3 clusters Score -7720520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7720548.500000 Penalty: 3578.223633
	Iteration 59Q: 3 clusters Score -7720548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7720579.000000 Penalty: 3578.223633
	Iteration 60F: 3 clusters Score -7720579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7720613.000000 Penalty: 3578.223633
	Iteration 61Q: 3 clusters Score -7720613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7720621.000000 Penalty: 3578.223633
	Iteration 62Q: 3 clusters Score -7720621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7720631.000000 Penalty: 3578.223633
	Iteration 63Q: 3 clusters Score -7720631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7720633.500000 Penalty: 3578.223633
	Iteration 64Q: 3 clusters Score -7720634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7720641.000000 Penalty: 3578.223633
	Iteration 65Q: 3 clusters Score -7720641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7720648.500000 Penalty: 3578.223633
	Iteration 66Q: 3 clusters Score -7720648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7720649.000000 Penalty: 3578.223633
	Iteration 67Q: 3 clusters Score -7720649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7720655.000000 Penalty: 3578.223633
	Iteration 68Q: 3 clusters Score -7720655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7720658.500000 Penalty: 3578.223633
	Iteration 69Q: 3 clusters Score -7720658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7720664.000000 Penalty: 3578.223633
	Iteration 70Q: 3 clusters Score -7720664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7720682.500000 Penalty: 3578.223633
	Iteration 71Q: 3 clusters Score -7720682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7720684.000000 Penalty: 3578.223633
	Iteration 72Q: 3 clusters Score -7720684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7720691.500000 Penalty: 3578.223633
	Iteration 73Q: 3 clusters Score -7720692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7720703.500000 Penalty: 3578.223633
	Iteration 74Q: 3 clusters Score -7720704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7720704.500000 Penalty: 3578.223633
	Iteration 75Q: 3 clusters Score -7720704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7720715.500000 Penalty: 3578.223633
	Iteration 76Q: 3 clusters Score -7720716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7720719.000000 Penalty: 3578.223633
	Iteration 77Q: 3 clusters Score -7720719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7720729.500000 Penalty: 3578.223633
	Iteration 78Q: 3 clusters Score -7720730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7720734.000000 Penalty: 3578.223633
	Iteration 79Q: 3 clusters Score -7720734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7720719.500000 Penalty: 3578.223633
	Iteration 80F: 3 clusters Score -7720720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7720726.500000 Penalty: 3578.223633
	Iteration 81Q: 3 clusters Score -7720726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7720722.500000 Penalty: 3578.223633
	Iteration 82Q: 3 clusters Score -7720722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7720733.000000 Penalty: 3578.223633
	Iteration 83Q: 3 clusters Score -7720733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7720739.500000 Penalty: 3578.223633
	Iteration 84Q: 3 clusters Score -7720740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7720734.500000 Penalty: 3578.223633
	Iteration 85Q: 3 clusters Score -7720734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7720732.000000 Penalty: 3578.223633
	Iteration 86Q: 3 clusters Score -7720732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7720736.000000 Penalty: 3578.223633
	Iteration 87Q: 3 clusters Score -7720736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7720741.500000 Penalty: 3578.223633
	Iteration 88Q: 3 clusters Score -7720742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7720743.000000 Penalty: 3578.223633
	Iteration 89Q: 3 clusters Score -7720743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7720747.000000 Penalty: 3578.223633
	Iteration 90Q: 3 clusters Score -7720747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7720751.500000 Penalty: 3578.223633
	Iteration 91Q: 3 clusters Score -7720752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7720759.000000 Penalty: 3578.223633
	Iteration 92Q: 3 clusters Score -7720759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7720762.000000 Penalty: 3578.223633
	Iteration 93Q: 3 clusters Score -7720762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7720762.000000 Penalty: 3578.223633
	Iteration 94Q: 3 clusters Score -7720762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7720763.000000 Penalty: 3578.223633
	Iteration 95Q: 3 clusters Score -7720763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7720765.500000 Penalty: 3578.223633
	Iteration 96Q: 3 clusters Score -7720766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7720765.500000 Penalty: 3578.223633
	Iteration 97F: 3 clusters Score -7720766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Entering Unmasked Estep 
Score: -4536959.000000 Penalty: 1695.529541
	Iteration 0F: 2 clusters Score -4536959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4514053.000000 Penalty: 3391.059082
	Iteration 0F: 3 clusters Score -4514053 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4522832.500000 Penalty: 3391.059082
	Iteration 1F: 3 clusters Score -4522832 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4523307.000000 Penalty: 3391.059082
	Iteration 2Q: 3 clusters Score -4523307 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4523772.500000 Penalty: 3391.059082
	Iteration 3Q: 3 clusters Score -4523772 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4524338.000000 Penalty: 3391.059082
	Iteration 4Q: 3 clusters Score -4524338 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4525037.500000 Penalty: 3391.059082
	Iteration 5Q: 3 clusters Score -4525038 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4525963.000000 Penalty: 3391.059082
	Iteration 6F: 3 clusters Score -4525963 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4527251.500000 Penalty: 3391.059082
	Iteration 7F: 3 clusters Score -4527252 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -4528898.000000 Penalty: 3391.059082
	Iteration 8F: 3 clusters Score -4528898 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4530684.000000 Penalty: 3391.059082
	Iteration 9F: 3 clusters Score -4530684 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4532344.500000 Penalty: 3391.059082
	Iteration 10F: 3 clusters Score -4532344 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4533582.500000 Penalty: 3391.059082
	Iteration 11Q: 3 clusters Score -4533582 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4534400.000000 Penalty: 3391.059082
	Iteration 12Q: 3 clusters Score -4534400 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4534862.000000 Penalty: 3391.059082
	Iteration 13Q: 3 clusters Score -4534862 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4535162.000000 Penalty: 3391.059082
	Iteration 14Q: 3 clusters Score -4535162 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4535285.500000 Penalty: 3391.059082
	Iteration 15Q: 3 clusters Score -4535286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4535338.000000 Penalty: 3391.059082
	Iteration 16Q: 3 clusters Score -4535338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4535382.500000 Penalty: 3391.059082
	Iteration 17Q: 3 clusters Score -4535382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4535400.500000 Penalty: 3391.059082
	Iteration 18Q: 3 clusters Score -4535400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4535423.500000 Penalty: 3391.059082
	Iteration 19Q: 3 clusters Score -4535424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4535443.500000 Penalty: 3391.059082
	Iteration 20F: 3 clusters Score -4535444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4535450.500000 Penalty: 3391.059082
	Iteration 21Q: 3 clusters Score -4535450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4535459.000000 Penalty: 3391.059082
	Iteration 22Q: 3 clusters Score -4535459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4535470.500000 Penalty: 3391.059082
	Iteration 23Q: 3 clusters Score -4535470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4535471.000000 Penalty: 3391.059082
	Iteration 24Q: 3 clusters Score -4535471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4535485.000000 Penalty: 3391.059082
	Iteration 25Q: 3 clusters Score -4535485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4535487.000000 Penalty: 3391.059082
	Iteration 26Q: 3 clusters Score -4535487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4535484.500000 Penalty: 3391.059082
	Iteration 27Q: 3 clusters Score -4535484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4535485.500000 Penalty: 3391.059082
	Iteration 28Q: 3 clusters Score -4535486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4535485.000000 Penalty: 3391.059082
	Iteration 29Q: 3 clusters Score -4535485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4535489.000000 Penalty: 3391.059082
	Iteration 30Q: 3 clusters Score -4535489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4535489.000000 Penalty: 3391.059082
	Iteration 31F: 3 clusters Score -4535489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -384896.031250 Penalty: 1314.889404
	Iteration 0F: 2 clusters Score -384896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -382011.000000 Penalty: 2629.778809
	Iteration 0F: 3 clusters Score -382011 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -382836.312500 Penalty: 2629.778809
	Iteration 1F: 3 clusters Score -382836.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -383000.593750 Penalty: 2629.778809
	Iteration 2F: 3 clusters Score -383000.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383091.875000 Penalty: 2629.778809
	Iteration 3F: 3 clusters Score -383091.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -383151.218750 Penalty: 2629.778809
	Iteration 4Q: 3 clusters Score -383151.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -383192.343750 Penalty: 2629.778809
	Iteration 5Q: 3 clusters Score -383192.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -383236.125000 Penalty: 2629.778809
	Iteration 6Q: 3 clusters Score -383236.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -383276.187500 Penalty: 2629.778809
	Iteration 7Q: 3 clusters Score -383276.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -383311.625000 Penalty: 2629.778809
	Iteration 8Q: 3 clusters Score -383311.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383333.625000 Penalty: 2629.778809
	Iteration 9Q: 3 clusters Score -383333.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -383360.968750 Penalty: 2629.778809
	Iteration 10Q: 3 clusters Score -383361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -383393.000000 Penalty: 2629.778809
	Iteration 11Q: 3 clusters Score -383393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -383423.156250 Penalty: 2629.778809
	Iteration 12Q: 3 clusters Score -383423.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -383453.562500 Penalty: 2629.778809
	Iteration 13Q: 3 clusters Score -383453.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -383487.000000 Penalty: 2629.778809
	Iteration 14Q: 3 clusters Score -383487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -383530.343750 Penalty: 2629.778809
	Iteration 15Q: 3 clusters Score -383530.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -383577.031250 Penalty: 2629.778809
	Iteration 16Q: 3 clusters Score -383577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -383613.812500 Penalty: 2629.778809
	Iteration 17Q: 3 clusters Score -383613.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -383650.593750 Penalty: 2629.778809
	Iteration 18Q: 3 clusters Score -383650.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -383684.843750 Penalty: 2629.778809
	Iteration 19Q: 3 clusters Score -383684.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -383729.781250 Penalty: 2629.778809
	Iteration 20F: 3 clusters Score -383729.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -383766.843750 Penalty: 2629.778809
	Iteration 21Q: 3 clusters Score -383766.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -383795.968750 Penalty: 2629.778809
	Iteration 22Q: 3 clusters Score -383796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -383815.343750 Penalty: 2629.778809
	Iteration 23Q: 3 clusters Score -383815.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -383827.656250 Penalty: 2629.778809
	Iteration 24Q: 3 clusters Score -383827.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -383843.125000 Penalty: 2629.778809
	Iteration 25Q: 3 clusters Score -383843.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -383859.156250 Penalty: 2629.778809
	Iteration 26Q: 3 clusters Score -383859.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -383870.343750 Penalty: 2629.778809
	Iteration 27Q: 3 clusters Score -383870.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -383884.312500 Penalty: 2629.778809
	Iteration 28Q: 3 clusters Score -383884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -383890.906250 Penalty: 2629.778809
	Iteration 29Q: 3 clusters Score -383890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -383895.312500 Penalty: 2629.778809
	Iteration 30Q: 3 clusters Score -383895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -383900.500000 Penalty: 2629.778809
	Iteration 31Q: 3 clusters Score -383900.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -383908.468750 Penalty: 2629.778809
	Iteration 32Q: 3 clusters Score -383908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -383917.406250 Penalty: 2629.778809
	Iteration 33Q: 3 clusters Score -383917.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -383926.562500 Penalty: 2629.778809
	Iteration 34Q: 3 clusters Score -383926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -383933.625000 Penalty: 2629.778809
	Iteration 35Q: 3 clusters Score -383933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -383937.625000 Penalty: 2629.778809
	Iteration 36Q: 3 clusters Score -383937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -383941.281250 Penalty: 2629.778809
	Iteration 37Q: 3 clusters Score -383941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -383944.531250 Penalty: 2629.778809
	Iteration 38Q: 3 clusters Score -383944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -383947.343750 Penalty: 2629.778809
	Iteration 39Q: 3 clusters Score -383947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -383947.562500 Penalty: 2629.778809
	Iteration 40F: 3 clusters Score -383947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -383949.625000 Penalty: 2629.778809
	Iteration 41Q: 3 clusters Score -383949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -383950.562500 Penalty: 2629.778809
	Iteration 42Q: 3 clusters Score -383950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -383951.593750 Penalty: 2629.778809
	Iteration 43Q: 3 clusters Score -383951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -383953.437500 Penalty: 2629.778809
	Iteration 44Q: 3 clusters Score -383953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -383955.500000 Penalty: 2629.778809
	Iteration 45Q: 3 clusters Score -383955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -383955.500000 Penalty: 2629.778809
	Iteration 46F: 3 clusters Score -383955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -842330.375000 Penalty: 1432.111206
	Iteration 0F: 2 clusters Score -842330.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -837304.500000 Penalty: 2864.222412
	Iteration 0F: 3 clusters Score -837304.5 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -838817.187500 Penalty: 2864.222412
	Iteration 1F: 3 clusters Score -838817.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -839018.312500 Penalty: 2864.222412
	Iteration 2F: 3 clusters Score -839018.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -839149.687500 Penalty: 2864.222412
	Iteration 3F: 3 clusters Score -839149.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -839243.562500 Penalty: 2864.222412
	Iteration 4Q: 3 clusters Score -839243.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -839315.750000 Penalty: 2864.222412
	Iteration 5Q: 3 clusters Score -839315.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -839387.125000 Penalty: 2864.222412
	Iteration 6Q: 3 clusters Score -839387.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -839464.812500 Penalty: 2864.222412
	Iteration 7Q: 3 clusters Score -839464.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -839547.187500 Penalty: 2864.222412
	Iteration 8Q: 3 clusters Score -839547.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -839644.000000 Penalty: 2864.222412
	Iteration 9Q: 3 clusters Score -839644 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -839766.375000 Penalty: 2864.222412
	Iteration 10Q: 3 clusters Score -839766.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -839910.437500 Penalty: 2864.222412
	Iteration 11Q: 3 clusters Score -839910.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -840088.875000 Penalty: 2864.222412
	Iteration 12Q: 3 clusters Score -840088.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -840236.625000 Penalty: 2864.222412
	Iteration 13Q: 3 clusters Score -840236.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -840356.625000 Penalty: 2864.222412
	Iteration 14Q: 3 clusters Score -840356.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -840451.562500 Penalty: 2864.222412
	Iteration 15Q: 3 clusters Score -840451.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -840525.875000 Penalty: 2864.222412
	Iteration 16Q: 3 clusters Score -840525.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -840582.312500 Penalty: 2864.222412
	Iteration 17Q: 3 clusters Score -840582.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -840636.250000 Penalty: 2864.222412
	Iteration 18Q: 3 clusters Score -840636.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -840697.750000 Penalty: 2864.222412
	Iteration 19Q: 3 clusters Score -840697.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -840738.625000 Penalty: 2864.222412
	Iteration 20F: 3 clusters Score -840738.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -840772.937500 Penalty: 2864.222412
	Iteration 21Q: 3 clusters Score -840772.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -840798.500000 Penalty: 2864.222412
	Iteration 22Q: 3 clusters Score -840798.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -840828.062500 Penalty: 2864.222412
	Iteration 23Q: 3 clusters Score -840828.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -840856.187500 Penalty: 2864.222412
	Iteration 24Q: 3 clusters Score -840856.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -840871.375000 Penalty: 2864.222412
	Iteration 25Q: 3 clusters Score -840871.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -840889.187500 Penalty: 2864.222412
	Iteration 26Q: 3 clusters Score -840889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -840904.937500 Penalty: 2864.222412
	Iteration 27Q: 3 clusters Score -840904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -840917.125000 Penalty: 2864.222412
	Iteration 28Q: 3 clusters Score -840917.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -840930.500000 Penalty: 2864.222412
	Iteration 29Q: 3 clusters Score -840930.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -840940.062500 Penalty: 2864.222412
	Iteration 30Q: 3 clusters Score -840940.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -840949.625000 Penalty: 2864.222412
	Iteration 31Q: 3 clusters Score -840949.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -840956.875000 Penalty: 2864.222412
	Iteration 32Q: 3 clusters Score -840956.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -840968.187500 Penalty: 2864.222412
	Iteration 33Q: 3 clusters Score -840968.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -840980.500000 Penalty: 2864.222412
	Iteration 34Q: 3 clusters Score -840980.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -840992.812500 Penalty: 2864.222412
	Iteration 35Q: 3 clusters Score -840992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -841004.062500 Penalty: 2864.222412
	Iteration 36Q: 3 clusters Score -841004.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -841013.000000 Penalty: 2864.222412
	Iteration 37Q: 3 clusters Score -841013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -841022.250000 Penalty: 2864.222412
	Iteration 38Q: 3 clusters Score -841022.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -841034.000000 Penalty: 2864.222412
	Iteration 39Q: 3 clusters Score -841034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -841040.312500 Penalty: 2864.222412
	Iteration 40F: 3 clusters Score -841040.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -841056.000000 Penalty: 2864.222412
	Iteration 41Q: 3 clusters Score -841056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -841063.937500 Penalty: 2864.222412
	Iteration 42Q: 3 clusters Score -841063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -841069.187500 Penalty: 2864.222412
	Iteration 43Q: 3 clusters Score -841069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -841079.000000 Penalty: 2864.222412
	Iteration 44Q: 3 clusters Score -841079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -841084.687500 Penalty: 2864.222412
	Iteration 45Q: 3 clusters Score -841084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -841086.312500 Penalty: 2864.222412
	Iteration 46Q: 3 clusters Score -841086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -841090.250000 Penalty: 2864.222412
	Iteration 47Q: 3 clusters Score -841090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -841092.125000 Penalty: 2864.222412
	Iteration 48Q: 3 clusters Score -841092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -841095.250000 Penalty: 2864.222412
	Iteration 49Q: 3 clusters Score -841095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -841096.250000 Penalty: 2864.222412
	Iteration 50Q: 3 clusters Score -841096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -841098.125000 Penalty: 2864.222412
	Iteration 51Q: 3 clusters Score -841098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -841100.562500 Penalty: 2864.222412
	Iteration 52Q: 3 clusters Score -841100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -841102.500000 Penalty: 2864.222412
	Iteration 53Q: 3 clusters Score -841102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -841103.250000 Penalty: 2864.222412
	Iteration 54Q: 3 clusters Score -841103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -841102.625000 Penalty: 2864.222412
	Iteration 55Q: 3 clusters Score -841102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -841102.625000 Penalty: 2864.222412
	Iteration 56F: 3 clusters Score -841102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Entering Unmasked Estep 
Score: -2859195.750000 Penalty: 1625.070312
	Iteration 0F: 2 clusters Score -2859196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2844234.750000 Penalty: 3250.140625
	Iteration 0F: 3 clusters Score -2844235 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2850101.500000 Penalty: 3250.140625
	Iteration 1F: 3 clusters Score -2850102 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2850863.250000 Penalty: 3250.140625
	Iteration 2F: 3 clusters Score -2850863 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2851861.250000 Penalty: 3250.140625
	Iteration 3F: 3 clusters Score -2851861 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2853049.000000 Penalty: 3250.140625
	Iteration 4F: 3 clusters Score -2853049 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2854407.750000 Penalty: 3250.140625
	Iteration 5F: 3 clusters Score -2854408 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2855710.000000 Penalty: 3250.140625
	Iteration 6F: 3 clusters Score -2855710 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2856705.500000 Penalty: 3250.140625
	Iteration 7Q: 3 clusters Score -2856706 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2857327.250000 Penalty: 3250.140625
	Iteration 8Q: 3 clusters Score -2857327 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2857611.000000 Penalty: 3250.140625
	Iteration 9Q: 3 clusters Score -2857611 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2857686.500000 Penalty: 3250.140625
	Iteration 10Q: 3 clusters Score -2857686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2857732.000000 Penalty: 3250.140625
	Iteration 11Q: 3 clusters Score -2857732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2857763.000000 Penalty: 3250.140625
	Iteration 12Q: 3 clusters Score -2857763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2857789.250000 Penalty: 3250.140625
	Iteration 13Q: 3 clusters Score -2857789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2857811.250000 Penalty: 3250.140625
	Iteration 14Q: 3 clusters Score -2857811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2857814.000000 Penalty: 3250.140625
	Iteration 15Q: 3 clusters Score -2857814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2857820.250000 Penalty: 3250.140625
	Iteration 16Q: 3 clusters Score -2857820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2857829.250000 Penalty: 3250.140625
	Iteration 17Q: 3 clusters Score -2857829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2857833.250000 Penalty: 3250.140625
	Iteration 18Q: 3 clusters Score -2857833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2857835.000000 Penalty: 3250.140625
	Iteration 19Q: 3 clusters Score -2857835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2857836.000000 Penalty: 3250.140625
	Iteration 20F: 3 clusters Score -2857836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2857836.000000 Penalty: 3250.140625
	Iteration 21Q: 3 clusters Score -2857836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2857838.750000 Penalty: 3250.140625
	Iteration 22Q: 3 clusters Score -2857839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2857840.000000 Penalty: 3250.140625
	Iteration 23Q: 3 clusters Score -2857840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2857844.000000 Penalty: 3250.140625
	Iteration 24Q: 3 clusters Score -2857844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2857844.000000 Penalty: 3250.140625
	Iteration 25F: 3 clusters Score -2857844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -264858.156250 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -264858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262604.281250 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -262604.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263214.437500 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -263214.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -263345.093750 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -263345.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263435.937500 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -263435.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -263505.687500 Penalty: 2512.877441
	Iteration 4Q: 3 clusters Score -263505.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263561.531250 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -263561.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -263605.250000 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -263605.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -263643.437500 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -263643.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263674.468750 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -263674.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -263700.375000 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -263700.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -263722.750000 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -263722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -263746.750000 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -263746.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263760.468750 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -263760.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -263768.687500 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -263768.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -263776.875000 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -263776.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -263785.281250 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -263785.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -263791.187500 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -263791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -263802.187500 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -263802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -263806.468750 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -263806.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -263813.531250 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -263813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -263820.843750 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -263820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263827.031250 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -263827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -263831.968750 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -263832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -263839.687500 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -263839.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263848.156250 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -263848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -263855.375000 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -263855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -263861.000000 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -263861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -263862.750000 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -263862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263864.781250 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -263864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263866.156250 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -263866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263866.312500 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -263866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263866.312500 Penalty: 2512.877441
	Iteration 31F: 3 clusters Score -263866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -766698.750000 Penalty: 1404.220215
	Iteration 0F: 2 clusters Score -766698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -762288.000000 Penalty: 2808.440430
	Iteration 0F: 3 clusters Score -762288 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -763540.687500 Penalty: 2808.440430
	Iteration 1F: 3 clusters Score -763540.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -763697.500000 Penalty: 2808.440430
	Iteration 2F: 3 clusters Score -763697.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -763793.375000 Penalty: 2808.440430
	Iteration 3Q: 3 clusters Score -763793.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -763867.750000 Penalty: 2808.440430
	Iteration 4Q: 3 clusters Score -763867.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -763948.437500 Penalty: 2808.440430
	Iteration 5Q: 3 clusters Score -763948.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -764021.000000 Penalty: 2808.440430
	Iteration 6Q: 3 clusters Score -764021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -764101.437500 Penalty: 2808.440430
	Iteration 7Q: 3 clusters Score -764101.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -764208.062500 Penalty: 2808.440430
	Iteration 8Q: 3 clusters Score -764208.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -764334.562500 Penalty: 2808.440430
	Iteration 9Q: 3 clusters Score -764334.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -764506.562500 Penalty: 2808.440430
	Iteration 10Q: 3 clusters Score -764506.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -764698.937500 Penalty: 2808.440430
	Iteration 11Q: 3 clusters Score -764698.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -764891.750000 Penalty: 2808.440430
	Iteration 12Q: 3 clusters Score -764891.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -765067.062500 Penalty: 2808.440430
	Iteration 13Q: 3 clusters Score -765067.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -765194.750000 Penalty: 2808.440430
	Iteration 14Q: 3 clusters Score -765194.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -765291.187500 Penalty: 2808.440430
	Iteration 15Q: 3 clusters Score -765291.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -765357.437500 Penalty: 2808.440430
	Iteration 16Q: 3 clusters Score -765357.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -765398.937500 Penalty: 2808.440430
	Iteration 17Q: 3 clusters Score -765398.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -765421.812500 Penalty: 2808.440430
	Iteration 18Q: 3 clusters Score -765421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -765435.375000 Penalty: 2808.440430
	Iteration 19Q: 3 clusters Score -765435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -765443.187500 Penalty: 2808.440430
	Iteration 20F: 3 clusters Score -765443.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -765452.000000 Penalty: 2808.440430
	Iteration 21Q: 3 clusters Score -765452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -765458.250000 Penalty: 2808.440430
	Iteration 22Q: 3 clusters Score -765458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -765460.875000 Penalty: 2808.440430
	Iteration 23Q: 3 clusters Score -765460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -765463.500000 Penalty: 2808.440430
	Iteration 24Q: 3 clusters Score -765463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -765466.125000 Penalty: 2808.440430
	Iteration 25Q: 3 clusters Score -765466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -765465.875000 Penalty: 2808.440430
	Iteration 26Q: 3 clusters Score -765465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -765465.875000 Penalty: 2808.440430
	Iteration 27F: 3 clusters Score -765465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Entering Unmasked Estep 
Score: -9976748.000000 Penalty: 1825.654541
	Iteration 0F: 2 clusters Score -9976748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -9927571.000000 Penalty: 3651.309082
	Iteration 0F: 3 clusters Score -9927571 nChanged 36129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9948545.000000 Penalty: 3651.309082
	Iteration 1F: 3 clusters Score -9948545 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -9949477.000000 Penalty: 3651.309082
	Iteration 2Q: 3 clusters Score -9949477 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -9951171.000000 Penalty: 3651.309082
	Iteration 3Q: 3 clusters Score -9951171 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -9954213.000000 Penalty: 3651.309082
	Iteration 4F: 3 clusters Score -9954213 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -9959336.000000 Penalty: 3651.309082
	Iteration 5F: 3 clusters Score -9959336 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9965880.000000 Penalty: 3651.309082
	Iteration 6F: 3 clusters Score -9965880 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -9971222.000000 Penalty: 3651.309082
	Iteration 7F: 3 clusters Score -9971222 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -9973915.000000 Penalty: 3651.309082
	Iteration 8Q: 3 clusters Score -9973915 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -9974704.000000 Penalty: 3651.309082
	Iteration 9Q: 3 clusters Score -9974704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -9974945.000000 Penalty: 3651.309082
	Iteration 10Q: 3 clusters Score -9974945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -9975042.000000 Penalty: 3651.309082
	Iteration 11Q: 3 clusters Score -9975042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -9975084.000000 Penalty: 3651.309082
	Iteration 12Q: 3 clusters Score -9975084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -9975126.000000 Penalty: 3651.309082
	Iteration 13Q: 3 clusters Score -9975126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -9975145.000000 Penalty: 3651.309082
	Iteration 14Q: 3 clusters Score -9975145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -9975161.000000 Penalty: 3651.309082
	Iteration 15Q: 3 clusters Score -9975161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -9975167.000000 Penalty: 3651.309082
	Iteration 16Q: 3 clusters Score -9975167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -9975167.000000 Penalty: 3651.309082
	Iteration 17F: 3 clusters Score -9975167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Entering Unmasked Estep 
Score: -1826724.250000 Penalty: 1557.171387
	Iteration 0F: 2 clusters Score -1826724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1816693.000000 Penalty: 3114.342773
	Iteration 0F: 3 clusters Score -1816693 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1820157.000000 Penalty: 3114.342773
	Iteration 1F: 3 clusters Score -1820157 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1820434.625000 Penalty: 3114.342773
	Iteration 2F: 3 clusters Score -1820435 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1820652.625000 Penalty: 3114.342773
	Iteration 3Q: 3 clusters Score -1820653 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1820855.625000 Penalty: 3114.342773
	Iteration 4Q: 3 clusters Score -1820856 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1821095.125000 Penalty: 3114.342773
	Iteration 5Q: 3 clusters Score -1821095 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1821374.625000 Penalty: 3114.342773
	Iteration 6Q: 3 clusters Score -1821375 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1821710.375000 Penalty: 3114.342773
	Iteration 7Q: 3 clusters Score -1821710 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1822199.625000 Penalty: 3114.342773
	Iteration 8F: 3 clusters Score -1822200 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1822727.125000 Penalty: 3114.342773
	Iteration 9F: 3 clusters Score -1822727 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1823315.000000 Penalty: 3114.342773
	Iteration 10F: 3 clusters Score -1823315 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1823918.375000 Penalty: 3114.342773
	Iteration 11F: 3 clusters Score -1823918 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1824397.875000 Penalty: 3114.342773
	Iteration 12Q: 3 clusters Score -1824398 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1824749.000000 Penalty: 3114.342773
	Iteration 13Q: 3 clusters Score -1824749 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1824988.250000 Penalty: 3114.342773
	Iteration 14Q: 3 clusters Score -1824988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1825139.250000 Penalty: 3114.342773
	Iteration 15Q: 3 clusters Score -1825139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1825230.250000 Penalty: 3114.342773
	Iteration 16Q: 3 clusters Score -1825230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1825289.125000 Penalty: 3114.342773
	Iteration 17Q: 3 clusters Score -1825289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1825320.625000 Penalty: 3114.342773
	Iteration 18Q: 3 clusters Score -1825321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1825335.250000 Penalty: 3114.342773
	Iteration 19Q: 3 clusters Score -1825335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1825351.875000 Penalty: 3114.342773
	Iteration 20F: 3 clusters Score -1825352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1825363.750000 Penalty: 3114.342773
	Iteration 21Q: 3 clusters Score -1825364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1825376.625000 Penalty: 3114.342773
	Iteration 22Q: 3 clusters Score -1825377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1825381.750000 Penalty: 3114.342773
	Iteration 23Q: 3 clusters Score -1825382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1825381.750000 Penalty: 3114.342773
	Iteration 24F: 3 clusters Score -1825382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -293901.593750 Penalty: 1267.991821
	Iteration 0F: 2 clusters Score -293901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -291556.562500 Penalty: 2535.983643
	Iteration 0F: 3 clusters Score -291556.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -292171.125000 Penalty: 2535.983643
	Iteration 1F: 3 clusters Score -292171.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -292345.906250 Penalty: 2535.983643
	Iteration 2F: 3 clusters Score -292345.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -292466.562500 Penalty: 2535.983643
	Iteration 3F: 3 clusters Score -292466.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292564.812500 Penalty: 2535.983643
	Iteration 4Q: 3 clusters Score -292564.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -292653.250000 Penalty: 2535.983643
	Iteration 5Q: 3 clusters Score -292653.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -292726.125000 Penalty: 2535.983643
	Iteration 6Q: 3 clusters Score -292726.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -292783.937500 Penalty: 2535.983643
	Iteration 7Q: 3 clusters Score -292783.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -292816.218750 Penalty: 2535.983643
	Iteration 8Q: 3 clusters Score -292816.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -292837.343750 Penalty: 2535.983643
	Iteration 9Q: 3 clusters Score -292837.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292848.000000 Penalty: 2535.983643
	Iteration 10Q: 3 clusters Score -292848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -292857.781250 Penalty: 2535.983643
	Iteration 11Q: 3 clusters Score -292857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -292866.312500 Penalty: 2535.983643
	Iteration 12Q: 3 clusters Score -292866.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -292875.187500 Penalty: 2535.983643
	Iteration 13Q: 3 clusters Score -292875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -292883.125000 Penalty: 2535.983643
	Iteration 14Q: 3 clusters Score -292883.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -292897.937500 Penalty: 2535.983643
	Iteration 15Q: 3 clusters Score -292897.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -292913.687500 Penalty: 2535.983643
	Iteration 16Q: 3 clusters Score -292913.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -292925.156250 Penalty: 2535.983643
	Iteration 17Q: 3 clusters Score -292925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -292937.281250 Penalty: 2535.983643
	Iteration 18Q: 3 clusters Score -292937.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -292943.531250 Penalty: 2535.983643
	Iteration 19Q: 3 clusters Score -292943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -292946.156250 Penalty: 2535.983643
	Iteration 20F: 3 clusters Score -292946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -292947.468750 Penalty: 2535.983643
	Iteration 21Q: 3 clusters Score -292947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -292949.250000 Penalty: 2535.983643
	Iteration 22Q: 3 clusters Score -292949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -292950.437500 Penalty: 2535.983643
	Iteration 23Q: 3 clusters Score -292950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -292952.031250 Penalty: 2535.983643
	Iteration 24Q: 3 clusters Score -292952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -292952.750000 Penalty: 2535.983643
	Iteration 25Q: 3 clusters Score -292952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -292952.875000 Penalty: 2535.983643
	Iteration 26Q: 3 clusters Score -292952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -292953.500000 Penalty: 2535.983643
	Iteration 27Q: 3 clusters Score -292953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -292954.093750 Penalty: 2535.983643
	Iteration 28Q: 3 clusters Score -292954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -292954.250000 Penalty: 2535.983643
	Iteration 29Q: 3 clusters Score -292954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -292954.468750 Penalty: 2535.983643
	Iteration 30Q: 3 clusters Score -292954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -292955.406250 Penalty: 2535.983643
	Iteration 31Q: 3 clusters Score -292955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -292955.781250 Penalty: 2535.983643
	Iteration 32Q: 3 clusters Score -292955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -292956.187500 Penalty: 2535.983643
	Iteration 33Q: 3 clusters Score -292956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -292956.187500 Penalty: 2535.983643
	Iteration 34F: 3 clusters Score -292956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -903167.437500 Penalty: 1435.745361
	Iteration 0F: 2 clusters Score -903167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -897974.812500 Penalty: 2871.490723
	Iteration 0F: 3 clusters Score -897974.8 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -899457.500000 Penalty: 2871.490723
	Iteration 1F: 3 clusters Score -899457.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -899624.562500 Penalty: 2871.490723
	Iteration 2F: 3 clusters Score -899624.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -899744.375000 Penalty: 2871.490723
	Iteration 3Q: 3 clusters Score -899744.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -899844.187500 Penalty: 2871.490723
	Iteration 4Q: 3 clusters Score -899844.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -899940.687500 Penalty: 2871.490723
	Iteration 5Q: 3 clusters Score -899940.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -900036.437500 Penalty: 2871.490723
	Iteration 6Q: 3 clusters Score -900036.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -900120.500000 Penalty: 2871.490723
	Iteration 7Q: 3 clusters Score -900120.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -900200.812500 Penalty: 2871.490723
	Iteration 8Q: 3 clusters Score -900200.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -900284.187500 Penalty: 2871.490723
	Iteration 9Q: 3 clusters Score -900284.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -900378.000000 Penalty: 2871.490723
	Iteration 10Q: 3 clusters Score -900378 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -900485.375000 Penalty: 2871.490723
	Iteration 11Q: 3 clusters Score -900485.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -900620.437500 Penalty: 2871.490723
	Iteration 12Q: 3 clusters Score -900620.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -900820.000000 Penalty: 2871.490723
	Iteration 13Q: 3 clusters Score -900820 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -901059.500000 Penalty: 2871.490723
	Iteration 14Q: 3 clusters Score -901059.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -901319.125000 Penalty: 2871.490723
	Iteration 15Q: 3 clusters Score -901319.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -901534.500000 Penalty: 2871.490723
	Iteration 16Q: 3 clusters Score -901534.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -901677.250000 Penalty: 2871.490723
	Iteration 17Q: 3 clusters Score -901677.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -901780.562500 Penalty: 2871.490723
	Iteration 18Q: 3 clusters Score -901780.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -901853.625000 Penalty: 2871.490723
	Iteration 19Q: 3 clusters Score -901853.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -901898.312500 Penalty: 2871.490723
	Iteration 20F: 3 clusters Score -901898.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -901925.125000 Penalty: 2871.490723
	Iteration 21Q: 3 clusters Score -901925.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -901941.062500 Penalty: 2871.490723
	Iteration 22Q: 3 clusters Score -901941.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -901951.187500 Penalty: 2871.490723
	Iteration 23Q: 3 clusters Score -901951.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -901952.812500 Penalty: 2871.490723
	Iteration 24Q: 3 clusters Score -901952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -901955.562500 Penalty: 2871.490723
	Iteration 25Q: 3 clusters Score -901955.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -901958.687500 Penalty: 2871.490723
	Iteration 26Q: 3 clusters Score -901958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -901961.562500 Penalty: 2871.490723
	Iteration 27Q: 3 clusters Score -901961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -901961.062500 Penalty: 2871.490723
	Iteration 28Q: 3 clusters Score -901961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -901964.250000 Penalty: 2871.490723
	Iteration 29Q: 3 clusters Score -901964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -901963.250000 Penalty: 2871.490723
	Iteration 30Q: 3 clusters Score -901963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -901965.375000 Penalty: 2871.490723
	Iteration 31Q: 3 clusters Score -901965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -901965.125000 Penalty: 2871.490723
	Iteration 32Q: 3 clusters Score -901965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -901966.687500 Penalty: 2871.490723
	Iteration 33Q: 3 clusters Score -901966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -901967.437500 Penalty: 2871.490723
	Iteration 34Q: 3 clusters Score -901967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -901969.500000 Penalty: 2871.490723
	Iteration 35Q: 3 clusters Score -901969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -901969.687500 Penalty: 2871.490723
	Iteration 36Q: 3 clusters Score -901969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -901969.500000 Penalty: 2871.490723
	Iteration 37Q: 3 clusters Score -901969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -901969.500000 Penalty: 2871.490723
	Iteration 38F: 3 clusters Score -901969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (79291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Entering Unmasked Estep 
Score: -10487453.000000 Penalty: 1833.142944
	Iteration 0F: 2 clusters Score -1.048745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -10438603.000000 Penalty: 3666.285889
	Iteration 0F: 3 clusters Score -1.04386e+07 nChanged 37684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -10459861.000000 Penalty: 3666.285889
	Iteration 1F: 3 clusters Score -1.045986e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -10460222.000000 Penalty: 3666.285889
	Iteration 2Q: 3 clusters Score -1.046022e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -10460644.000000 Penalty: 3666.285889
	Iteration 3Q: 3 clusters Score -1.046064e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -10461172.000000 Penalty: 3666.285889
	Iteration 4Q: 3 clusters Score -1.046117e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -10462123.000000 Penalty: 3666.285889
	Iteration 5Q: 3 clusters Score -1.046212e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -10463810.000000 Penalty: 3666.285889
	Iteration 6Q: 3 clusters Score -1.046381e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -10466274.000000 Penalty: 3666.285889
	Iteration 7F: 3 clusters Score -1.046627e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -10469976.000000 Penalty: 3666.285889
	Iteration 8F: 3 clusters Score -1.046998e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -10474442.000000 Penalty: 3666.285889
	Iteration 9F: 3 clusters Score -1.047444e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -10478620.000000 Penalty: 3666.285889
	Iteration 10F: 3 clusters Score -1.047862e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -10481998.000000 Penalty: 3666.285889
	Iteration 11F: 3 clusters Score -1.0482e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -10484191.000000 Penalty: 3666.285889
	Iteration 12Q: 3 clusters Score -1.048419e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -10485166.000000 Penalty: 3666.285889
	Iteration 13Q: 3 clusters Score -1.048517e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -10485572.000000 Penalty: 3666.285889
	Iteration 14Q: 3 clusters Score -1.048557e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -10485698.000000 Penalty: 3666.285889
	Iteration 15Q: 3 clusters Score -1.04857e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -10485769.000000 Penalty: 3666.285889
	Iteration 16Q: 3 clusters Score -1.048577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -10485812.000000 Penalty: 3666.285889
	Iteration 17Q: 3 clusters Score -1.048581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -10485839.000000 Penalty: 3666.285889
	Iteration 18Q: 3 clusters Score -1.048584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -10485846.000000 Penalty: 3666.285889
	Iteration 19Q: 3 clusters Score -1.048585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -10485861.000000 Penalty: 3666.285889
	Iteration 20F: 3 clusters Score -1.048586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -10485858.000000 Penalty: 3666.285889
	Iteration 21Q: 3 clusters Score -1.048586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 79084 members 
Entering Unmasked Estep 
Score: -10485866.000000 Penalty: 3666.285889
	Iteration 22Q: 3 clusters Score -1.048587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -10485870.000000 Penalty: 3666.285889
	Iteration 23Q: 3 clusters Score -1.048587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -10485871.000000 Penalty: 3666.285889
	Iteration 24Q: 3 clusters Score -1.048587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -10485874.000000 Penalty: 3666.285889
	Iteration 25Q: 3 clusters Score -1.048587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -10485874.000000 Penalty: 3666.285889
	Iteration 26F: 3 clusters Score -1.048587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2545754.250000 Penalty: 1603.350342
	Iteration 0F: 2 clusters Score -2545754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2532683.250000 Penalty: 3206.700684
	Iteration 0F: 3 clusters Score -2532683 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2537366.500000 Penalty: 3206.700684
	Iteration 1F: 3 clusters Score -2537366 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2537714.750000 Penalty: 3206.700684
	Iteration 2F: 3 clusters Score -2537715 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2538071.000000 Penalty: 3206.700684
	Iteration 3Q: 3 clusters Score -2538071 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2538512.750000 Penalty: 3206.700684
	Iteration 4Q: 3 clusters Score -2538513 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2539126.000000 Penalty: 3206.700684
	Iteration 5F: 3 clusters Score -2539126 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2539986.250000 Penalty: 3206.700684
	Iteration 6F: 3 clusters Score -2539986 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2541157.750000 Penalty: 3206.700684
	Iteration 7F: 3 clusters Score -2541158 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2542393.000000 Penalty: 3206.700684
	Iteration 8F: 3 clusters Score -2542393 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2543371.750000 Penalty: 3206.700684
	Iteration 9F: 3 clusters Score -2543372 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2543903.000000 Penalty: 3206.700684
	Iteration 10Q: 3 clusters Score -2543903 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2544117.250000 Penalty: 3206.700684
	Iteration 11Q: 3 clusters Score -2544117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2544224.500000 Penalty: 3206.700684
	Iteration 12Q: 3 clusters Score -2544224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2544273.500000 Penalty: 3206.700684
	Iteration 13Q: 3 clusters Score -2544274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2544310.000000 Penalty: 3206.700684
	Iteration 14Q: 3 clusters Score -2544310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2544328.250000 Penalty: 3206.700684
	Iteration 15Q: 3 clusters Score -2544328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2544339.250000 Penalty: 3206.700684
	Iteration 16Q: 3 clusters Score -2544339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2544343.000000 Penalty: 3206.700684
	Iteration 17Q: 3 clusters Score -2544343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2544347.000000 Penalty: 3206.700684
	Iteration 18Q: 3 clusters Score -2544347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2544351.250000 Penalty: 3206.700684
	Iteration 19Q: 3 clusters Score -2544351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2544356.500000 Penalty: 3206.700684
	Iteration 20F: 3 clusters Score -2544356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2544366.000000 Penalty: 3206.700684
	Iteration 21Q: 3 clusters Score -2544366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2544367.750000 Penalty: 3206.700684
	Iteration 22Q: 3 clusters Score -2544368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2544367.750000 Penalty: 3206.700684
	Iteration 23F: 3 clusters Score -2544368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (57142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Entering Unmasked Estep 
Score: -7561853.000000 Penalty: 1779.910400
	Iteration 0F: 2 clusters Score -7561853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -7523700.000000 Penalty: 3559.820801
	Iteration 0F: 3 clusters Score -7523700 nChanged 26960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -7539223.500000 Penalty: 3559.820801
	Iteration 1F: 3 clusters Score -7539224 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -7539935.500000 Penalty: 3559.820801
	Iteration 2Q: 3 clusters Score -7539936 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -7540893.500000 Penalty: 3559.820801
	Iteration 3Q: 3 clusters Score -7540894 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -7542247.000000 Penalty: 3559.820801
	Iteration 4F: 3 clusters Score -7542247 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7544225.500000 Penalty: 3559.820801
	Iteration 5F: 3 clusters Score -7544226 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -7547305.500000 Penalty: 3559.820801
	Iteration 6F: 3 clusters Score -7547306 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -7551692.500000 Penalty: 3559.820801
	Iteration 7F: 3 clusters Score -7551692 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -7556888.000000 Penalty: 3559.820801
	Iteration 8F: 3 clusters Score -7556888 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -7559564.500000 Penalty: 3559.820801
	Iteration 9F: 3 clusters Score -7559564 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7560229.500000 Penalty: 3559.820801
	Iteration 10Q: 3 clusters Score -7560230 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -7560447.000000 Penalty: 3559.820801
	Iteration 11Q: 3 clusters Score -7560447 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -7560578.500000 Penalty: 3559.820801
	Iteration 12Q: 3 clusters Score -7560578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -7560649.500000 Penalty: 3559.820801
	Iteration 13Q: 3 clusters Score -7560650 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -7560640.500000 Penalty: 3559.820801
	Iteration 14Q: 3 clusters Score -7560640 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -7560671.000000 Penalty: 3559.820801
	Iteration 15Q: 3 clusters Score -7560671 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -7560664.000000 Penalty: 3559.820801
	Iteration 16Q: 3 clusters Score -7560664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -7560687.500000 Penalty: 3559.820801
	Iteration 17Q: 3 clusters Score -7560688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7560687.500000 Penalty: 3559.820801
	Iteration 18Q: 3 clusters Score -7560688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -7560704.500000 Penalty: 3559.820801
	Iteration 19Q: 3 clusters Score -7560704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -7560704.500000 Penalty: 3559.820801
	Iteration 20F: 3 clusters Score -7560704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -7560702.500000 Penalty: 3559.820801
	Iteration 21Q: 3 clusters Score -7560702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7560701.500000 Penalty: 3559.820801
	Iteration 22Q: 3 clusters Score -7560702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -7560703.500000 Penalty: 3559.820801
	Iteration 23Q: 3 clusters Score -7560704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -7560688.500000 Penalty: 3559.820801
	Iteration 24Q: 3 clusters Score -7560688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -7560705.000000 Penalty: 3559.820801
	Iteration 25Q: 3 clusters Score -7560705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -7560712.000000 Penalty: 3559.820801
	Iteration 26Q: 3 clusters Score -7560712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -7560709.000000 Penalty: 3559.820801
	Iteration 27Q: 3 clusters Score -7560709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -7560711.000000 Penalty: 3559.820801
	Iteration 28Q: 3 clusters Score -7560711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -7560693.500000 Penalty: 3559.820801
	Iteration 29Q: 3 clusters Score -7560694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -7560696.500000 Penalty: 3559.820801
	Iteration 30Q: 3 clusters Score -7560696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -7560691.500000 Penalty: 3559.820801
	Iteration 31Q: 3 clusters Score -7560692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -7560684.500000 Penalty: 3559.820801
	Iteration 32Q: 3 clusters Score -7560684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -7560692.500000 Penalty: 3559.820801
	Iteration 33Q: 3 clusters Score -7560692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7560681.500000 Penalty: 3559.820801
	Iteration 34Q: 3 clusters Score -7560682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7560679.000000 Penalty: 3559.820801
	Iteration 35Q: 3 clusters Score -7560679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7560681.500000 Penalty: 3559.820801
	Iteration 36Q: 3 clusters Score -7560682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7560661.500000 Penalty: 3559.820801
	Iteration 37Q: 3 clusters Score -7560662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7560663.500000 Penalty: 3559.820801
	Iteration 38Q: 3 clusters Score -7560664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7560655.500000 Penalty: 3559.820801
	Iteration 39Q: 3 clusters Score -7560656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -7560657.000000 Penalty: 3559.820801
	Iteration 40F: 3 clusters Score -7560657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7560656.500000 Penalty: 3559.820801
	Iteration 41Q: 3 clusters Score -7560656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -7560666.000000 Penalty: 3559.820801
	Iteration 42Q: 3 clusters Score -7560666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7560665.000000 Penalty: 3559.820801
	Iteration 43Q: 3 clusters Score -7560665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -7560672.000000 Penalty: 3559.820801
	Iteration 44Q: 3 clusters Score -7560672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -7560676.500000 Penalty: 3559.820801
	Iteration 45Q: 3 clusters Score -7560676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -7560666.000000 Penalty: 3559.820801
	Iteration 46Q: 3 clusters Score -7560666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -7560662.000000 Penalty: 3559.820801
	Iteration 47Q: 3 clusters Score -7560662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -7560655.500000 Penalty: 3559.820801
	Iteration 48Q: 3 clusters Score -7560656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -7560638.500000 Penalty: 3559.820801
	Iteration 49Q: 3 clusters Score -7560638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -7560648.500000 Penalty: 3559.820801
	Iteration 50Q: 3 clusters Score -7560648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -7560655.500000 Penalty: 3559.820801
	Iteration 51Q: 3 clusters Score -7560656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -7560656.500000 Penalty: 3559.820801
	Iteration 52Q: 3 clusters Score -7560656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -7560658.000000 Penalty: 3559.820801
	Iteration 53Q: 3 clusters Score -7560658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -7560648.000000 Penalty: 3559.820801
	Iteration 54Q: 3 clusters Score -7560648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -7560650.000000 Penalty: 3559.820801
	Iteration 55Q: 3 clusters Score -7560650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7560646.500000 Penalty: 3559.820801
	Iteration 56Q: 3 clusters Score -7560646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7560652.000000 Penalty: 3559.820801
	Iteration 57Q: 3 clusters Score -7560652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -7560654.000000 Penalty: 3559.820801
	Iteration 58Q: 3 clusters Score -7560654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7560647.500000 Penalty: 3559.820801
	Iteration 59Q: 3 clusters Score -7560648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7560647.500000 Penalty: 3559.820801
	Iteration 60F: 3 clusters Score -7560648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7560642.500000 Penalty: 3559.820801
	Iteration 61Q: 3 clusters Score -7560642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -7560642.000000 Penalty: 3559.820801
	Iteration 62Q: 3 clusters Score -7560642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7560635.500000 Penalty: 3559.820801
	Iteration 63Q: 3 clusters Score -7560636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -7560636.000000 Penalty: 3559.820801
	Iteration 64Q: 3 clusters Score -7560636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -7560639.500000 Penalty: 3559.820801
	Iteration 65Q: 3 clusters Score -7560640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -7560641.500000 Penalty: 3559.820801
	Iteration 66Q: 3 clusters Score -7560642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -7560640.500000 Penalty: 3559.820801
	Iteration 67Q: 3 clusters Score -7560640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -7560644.500000 Penalty: 3559.820801
	Iteration 68Q: 3 clusters Score -7560644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7560640.000000 Penalty: 3559.820801
	Iteration 69Q: 3 clusters Score -7560640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -7560647.000000 Penalty: 3559.820801
	Iteration 70Q: 3 clusters Score -7560647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -7560646.000000 Penalty: 3559.820801
	Iteration 71Q: 3 clusters Score -7560646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -7560638.500000 Penalty: 3559.820801
	Iteration 72Q: 3 clusters Score -7560638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7560641.000000 Penalty: 3559.820801
	Iteration 73Q: 3 clusters Score -7560641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -7560641.000000 Penalty: 3559.820801
	Iteration 74Q: 3 clusters Score -7560641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -7560641.000000 Penalty: 3559.820801
	Iteration 75F: 3 clusters Score -7560641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Entering Unmasked Estep 
Score: -2679712.250000 Penalty: 1611.214966
	Iteration 0F: 2 clusters Score -2679712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2665970.250000 Penalty: 3222.429932
	Iteration 0F: 3 clusters Score -2665970 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2670796.000000 Penalty: 3222.429932
	Iteration 1F: 3 clusters Score -2670796 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2671144.750000 Penalty: 3222.429932
	Iteration 2Q: 3 clusters Score -2671145 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2671537.500000 Penalty: 3222.429932
	Iteration 3Q: 3 clusters Score -2671538 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2672042.000000 Penalty: 3222.429932
	Iteration 4F: 3 clusters Score -2672042 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2672760.500000 Penalty: 3222.429932
	Iteration 5F: 3 clusters Score -2672760 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2673729.250000 Penalty: 3222.429932
	Iteration 6F: 3 clusters Score -2673729 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2674987.750000 Penalty: 3222.429932
	Iteration 7F: 3 clusters Score -2674988 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2676280.000000 Penalty: 3222.429932
	Iteration 8F: 3 clusters Score -2676280 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2677273.750000 Penalty: 3222.429932
	Iteration 9F: 3 clusters Score -2677274 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2677840.250000 Penalty: 3222.429932
	Iteration 10Q: 3 clusters Score -2677840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2678084.250000 Penalty: 3222.429932
	Iteration 11Q: 3 clusters Score -2678084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2678207.750000 Penalty: 3222.429932
	Iteration 12Q: 3 clusters Score -2678208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2678267.000000 Penalty: 3222.429932
	Iteration 13Q: 3 clusters Score -2678267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2678300.500000 Penalty: 3222.429932
	Iteration 14Q: 3 clusters Score -2678300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2678317.000000 Penalty: 3222.429932
	Iteration 15Q: 3 clusters Score -2678317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2678322.000000 Penalty: 3222.429932
	Iteration 16Q: 3 clusters Score -2678322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2678323.000000 Penalty: 3222.429932
	Iteration 17Q: 3 clusters Score -2678323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2678326.500000 Penalty: 3222.429932
	Iteration 18Q: 3 clusters Score -2678326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2678328.000000 Penalty: 3222.429932
	Iteration 19Q: 3 clusters Score -2678328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2678328.000000 Penalty: 3222.429932
	Iteration 20F: 3 clusters Score -2678328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -362959.250000 Penalty: 1300.872192
	Iteration 0F: 2 clusters Score -362959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -360270.687500 Penalty: 2601.744385
	Iteration 0F: 3 clusters Score -360270.7 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -360956.406250 Penalty: 2601.744385
	Iteration 1F: 3 clusters Score -360956.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -361154.937500 Penalty: 2601.744385
	Iteration 2F: 3 clusters Score -361154.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -361289.687500 Penalty: 2601.744385
	Iteration 3F: 3 clusters Score -361289.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -361380.937500 Penalty: 2601.744385
	Iteration 4Q: 3 clusters Score -361380.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -361463.250000 Penalty: 2601.744385
	Iteration 5Q: 3 clusters Score -361463.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -361542.531250 Penalty: 2601.744385
	Iteration 6Q: 3 clusters Score -361542.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -361618.000000 Penalty: 2601.744385
	Iteration 7Q: 3 clusters Score -361618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -361670.843750 Penalty: 2601.744385
	Iteration 8Q: 3 clusters Score -361670.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -361707.718750 Penalty: 2601.744385
	Iteration 9Q: 3 clusters Score -361707.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -361742.687500 Penalty: 2601.744385
	Iteration 10Q: 3 clusters Score -361742.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -361766.562500 Penalty: 2601.744385
	Iteration 11Q: 3 clusters Score -361766.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -361786.562500 Penalty: 2601.744385
	Iteration 12Q: 3 clusters Score -361786.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -361800.281250 Penalty: 2601.744385
	Iteration 13Q: 3 clusters Score -361800.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -361806.562500 Penalty: 2601.744385
	Iteration 14Q: 3 clusters Score -361806.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -361813.187500 Penalty: 2601.744385
	Iteration 15Q: 3 clusters Score -361813.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361817.062500 Penalty: 2601.744385
	Iteration 16Q: 3 clusters Score -361817.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -361824.687500 Penalty: 2601.744385
	Iteration 17Q: 3 clusters Score -361824.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -361834.125000 Penalty: 2601.744385
	Iteration 18Q: 3 clusters Score -361834.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -361841.093750 Penalty: 2601.744385
	Iteration 19Q: 3 clusters Score -361841.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -361848.625000 Penalty: 2601.744385
	Iteration 20F: 3 clusters Score -361848.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -361854.468750 Penalty: 2601.744385
	Iteration 21Q: 3 clusters Score -361854.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -361858.125000 Penalty: 2601.744385
	Iteration 22Q: 3 clusters Score -361858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -361860.687500 Penalty: 2601.744385
	Iteration 23Q: 3 clusters Score -361860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -361862.031250 Penalty: 2601.744385
	Iteration 24Q: 3 clusters Score -361862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -361862.656250 Penalty: 2601.744385
	Iteration 25Q: 3 clusters Score -361862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -361863.687500 Penalty: 2601.744385
	Iteration 26Q: 3 clusters Score -361863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -361863.343750 Penalty: 2601.744385
	Iteration 27Q: 3 clusters Score -361863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -361865.500000 Penalty: 2601.744385
	Iteration 28Q: 3 clusters Score -361865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -361869.718750 Penalty: 2601.744385
	Iteration 29Q: 3 clusters Score -361869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -361871.500000 Penalty: 2601.744385
	Iteration 30Q: 3 clusters Score -361871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -361874.312500 Penalty: 2601.744385
	Iteration 31Q: 3 clusters Score -361874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -361875.718750 Penalty: 2601.744385
	Iteration 32Q: 3 clusters Score -361875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -361876.718750 Penalty: 2601.744385
	Iteration 33Q: 3 clusters Score -361876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -361876.718750 Penalty: 2601.744385
	Iteration 34F: 3 clusters Score -361876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17849.759766 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17849.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18047.386719 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18047.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18163.841797 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18163.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18189.646484 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18189.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18191.986328 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18191.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18203.039062 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18203.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18206.853516 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18206.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18210.263672 Penalty: 1746.965454
	Iteration 7Q: 3 clusters Score -18210.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18212.716797 Penalty: 1746.965454
	Iteration 8Q: 3 clusters Score -18212.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18212.716797 Penalty: 1746.965454
	Iteration 9F: 3 clusters Score -18212.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Entering Unmasked Estep 
Score: -5735511.000000 Penalty: 1743.387695
	Iteration 0F: 2 clusters Score -5735511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5704973.500000 Penalty: 3486.775391
	Iteration 0F: 3 clusters Score -5704974 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5716946.500000 Penalty: 3486.775391
	Iteration 1F: 3 clusters Score -5716946 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5717416.500000 Penalty: 3486.775391
	Iteration 2Q: 3 clusters Score -5717416 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5717883.500000 Penalty: 3486.775391
	Iteration 3Q: 3 clusters Score -5717884 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -5718275.000000 Penalty: 3486.775391
	Iteration 4Q: 3 clusters Score -5718275 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -5718776.000000 Penalty: 3486.775391
	Iteration 5Q: 3 clusters Score -5718776 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5719403.500000 Penalty: 3486.775391
	Iteration 6Q: 3 clusters Score -5719404 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5720183.500000 Penalty: 3486.775391
	Iteration 7Q: 3 clusters Score -5720184 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -5721206.500000 Penalty: 3486.775391
	Iteration 8Q: 3 clusters Score -5721206 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5722524.500000 Penalty: 3486.775391
	Iteration 9Q: 3 clusters Score -5722524 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5723907.000000 Penalty: 3486.775391
	Iteration 10Q: 3 clusters Score -5723907 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5725042.500000 Penalty: 3486.775391
	Iteration 11Q: 3 clusters Score -5725042 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5725620.000000 Penalty: 3486.775391
	Iteration 12Q: 3 clusters Score -5725620 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5725844.000000 Penalty: 3486.775391
	Iteration 13Q: 3 clusters Score -5725844 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5725947.500000 Penalty: 3486.775391
	Iteration 14Q: 3 clusters Score -5725948 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5726032.500000 Penalty: 3486.775391
	Iteration 15Q: 3 clusters Score -5726032 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5726078.500000 Penalty: 3486.775391
	Iteration 16Q: 3 clusters Score -5726078 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5726109.500000 Penalty: 3486.775391
	Iteration 17Q: 3 clusters Score -5726110 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5726136.500000 Penalty: 3486.775391
	Iteration 18Q: 3 clusters Score -5726136 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5726168.500000 Penalty: 3486.775391
	Iteration 19Q: 3 clusters Score -5726168 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5726201.000000 Penalty: 3486.775391
	Iteration 20F: 3 clusters Score -5726201 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5726248.000000 Penalty: 3486.775391
	Iteration 21Q: 3 clusters Score -5726248 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5726277.000000 Penalty: 3486.775391
	Iteration 22Q: 3 clusters Score -5726277 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5726288.000000 Penalty: 3486.775391
	Iteration 23Q: 3 clusters Score -5726288 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5726333.000000 Penalty: 3486.775391
	Iteration 24Q: 3 clusters Score -5726333 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5726362.000000 Penalty: 3486.775391
	Iteration 25Q: 3 clusters Score -5726362 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5726414.500000 Penalty: 3486.775391
	Iteration 26Q: 3 clusters Score -5726414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5726449.500000 Penalty: 3486.775391
	Iteration 27Q: 3 clusters Score -5726450 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -5726512.500000 Penalty: 3486.775391
	Iteration 28Q: 3 clusters Score -5726512 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5726593.500000 Penalty: 3486.775391
	Iteration 29Q: 3 clusters Score -5726594 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5726649.000000 Penalty: 3486.775391
	Iteration 30Q: 3 clusters Score -5726649 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5726763.000000 Penalty: 3486.775391
	Iteration 31Q: 3 clusters Score -5726763 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5726846.500000 Penalty: 3486.775391
	Iteration 32Q: 3 clusters Score -5726846 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -5726950.500000 Penalty: 3486.775391
	Iteration 33Q: 3 clusters Score -5726950 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5727035.500000 Penalty: 3486.775391
	Iteration 34Q: 3 clusters Score -5727036 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -5727109.500000 Penalty: 3486.775391
	Iteration 35Q: 3 clusters Score -5727110 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5727187.000000 Penalty: 3486.775391
	Iteration 36Q: 3 clusters Score -5727187 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -5727261.500000 Penalty: 3486.775391
	Iteration 37Q: 3 clusters Score -5727262 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5727370.000000 Penalty: 3486.775391
	Iteration 38Q: 3 clusters Score -5727370 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5727453.500000 Penalty: 3486.775391
	Iteration 39Q: 3 clusters Score -5727454 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5727570.000000 Penalty: 3486.775391
	Iteration 40F: 3 clusters Score -5727570 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -5727673.500000 Penalty: 3486.775391
	Iteration 41Q: 3 clusters Score -5727674 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -5727810.500000 Penalty: 3486.775391
	Iteration 42Q: 3 clusters Score -5727810 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5727924.500000 Penalty: 3486.775391
	Iteration 43Q: 3 clusters Score -5727924 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5728101.000000 Penalty: 3486.775391
	Iteration 44Q: 3 clusters Score -5728101 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -5728287.000000 Penalty: 3486.775391
	Iteration 45Q: 3 clusters Score -5728287 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -5728508.000000 Penalty: 3486.775391
	Iteration 46Q: 3 clusters Score -5728508 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -5728717.000000 Penalty: 3486.775391
	Iteration 47Q: 3 clusters Score -5728717 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5728959.000000 Penalty: 3486.775391
	Iteration 48Q: 3 clusters Score -5728959 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -5729231.500000 Penalty: 3486.775391
	Iteration 49Q: 3 clusters Score -5729232 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5729519.500000 Penalty: 3486.775391
	Iteration 50Q: 3 clusters Score -5729520 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5729818.000000 Penalty: 3486.775391
	Iteration 51Q: 3 clusters Score -5729818 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5730152.500000 Penalty: 3486.775391
	Iteration 52Q: 3 clusters Score -5730152 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -5730506.000000 Penalty: 3486.775391
	Iteration 53Q: 3 clusters Score -5730506 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5730922.000000 Penalty: 3486.775391
	Iteration 54Q: 3 clusters Score -5730922 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5731340.000000 Penalty: 3486.775391
	Iteration 55Q: 3 clusters Score -5731340 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5731789.000000 Penalty: 3486.775391
	Iteration 56Q: 3 clusters Score -5731789 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5732243.500000 Penalty: 3486.775391
	Iteration 57Q: 3 clusters Score -5732244 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5732735.000000 Penalty: 3486.775391
	Iteration 58Q: 3 clusters Score -5732735 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5733123.000000 Penalty: 3486.775391
	Iteration 59Q: 3 clusters Score -5733123 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5733429.500000 Penalty: 3486.775391
	Iteration 60F: 3 clusters Score -5733430 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5733652.000000 Penalty: 3486.775391
	Iteration 61Q: 3 clusters Score -5733652 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5733787.500000 Penalty: 3486.775391
	Iteration 62Q: 3 clusters Score -5733788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5733867.500000 Penalty: 3486.775391
	Iteration 63Q: 3 clusters Score -5733868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5733911.500000 Penalty: 3486.775391
	Iteration 64Q: 3 clusters Score -5733912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5733935.500000 Penalty: 3486.775391
	Iteration 65Q: 3 clusters Score -5733936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5733956.000000 Penalty: 3486.775391
	Iteration 66Q: 3 clusters Score -5733956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5733959.500000 Penalty: 3486.775391
	Iteration 67Q: 3 clusters Score -5733960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5733958.000000 Penalty: 3486.775391
	Iteration 68Q: 3 clusters Score -5733958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5733959.500000 Penalty: 3486.775391
	Iteration 69Q: 3 clusters Score -5733960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5733962.000000 Penalty: 3486.775391
	Iteration 70Q: 3 clusters Score -5733962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5733960.500000 Penalty: 3486.775391
	Iteration 71Q: 3 clusters Score -5733960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5733962.000000 Penalty: 3486.775391
	Iteration 72Q: 3 clusters Score -5733962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5733964.500000 Penalty: 3486.775391
	Iteration 73Q: 3 clusters Score -5733964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5733968.500000 Penalty: 3486.775391
	Iteration 74Q: 3 clusters Score -5733968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5733968.500000 Penalty: 3486.775391
	Iteration 75Q: 3 clusters Score -5733968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5733968.500000 Penalty: 3486.775391
	Iteration 76F: 3 clusters Score -5733968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -355115.812500 Penalty: 1281.182495
	Iteration 0F: 2 clusters Score -355115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -352558.625000 Penalty: 2562.364990
	Iteration 0F: 3 clusters Score -352558.6 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -353121.375000 Penalty: 2562.364990
	Iteration 1F: 3 clusters Score -353121.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -353229.343750 Penalty: 2562.364990
	Iteration 2F: 3 clusters Score -353229.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -353301.718750 Penalty: 2562.364990
	Iteration 3Q: 3 clusters Score -353301.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -353359.250000 Penalty: 2562.364990
	Iteration 4Q: 3 clusters Score -353359.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -353395.281250 Penalty: 2562.364990
	Iteration 5Q: 3 clusters Score -353395.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -353425.187500 Penalty: 2562.364990
	Iteration 6Q: 3 clusters Score -353425.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -353454.468750 Penalty: 2562.364990
	Iteration 7Q: 3 clusters Score -353454.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -353481.968750 Penalty: 2562.364990
	Iteration 8Q: 3 clusters Score -353482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -353502.718750 Penalty: 2562.364990
	Iteration 9Q: 3 clusters Score -353502.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -353519.031250 Penalty: 2562.364990
	Iteration 10Q: 3 clusters Score -353519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -353534.781250 Penalty: 2562.364990
	Iteration 11Q: 3 clusters Score -353534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -353551.500000 Penalty: 2562.364990
	Iteration 12Q: 3 clusters Score -353551.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -353568.187500 Penalty: 2562.364990
	Iteration 13Q: 3 clusters Score -353568.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -353591.375000 Penalty: 2562.364990
	Iteration 14Q: 3 clusters Score -353591.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -353612.656250 Penalty: 2562.364990
	Iteration 15Q: 3 clusters Score -353612.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -353639.968750 Penalty: 2562.364990
	Iteration 16Q: 3 clusters Score -353640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -353664.718750 Penalty: 2562.364990
	Iteration 17Q: 3 clusters Score -353664.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -353684.000000 Penalty: 2562.364990
	Iteration 18Q: 3 clusters Score -353684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -353703.812500 Penalty: 2562.364990
	Iteration 19Q: 3 clusters Score -353703.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -353731.718750 Penalty: 2562.364990
	Iteration 20F: 3 clusters Score -353731.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -353759.562500 Penalty: 2562.364990
	Iteration 21Q: 3 clusters Score -353759.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -353785.687500 Penalty: 2562.364990
	Iteration 22Q: 3 clusters Score -353785.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -353810.500000 Penalty: 2562.364990
	Iteration 23Q: 3 clusters Score -353810.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -353841.937500 Penalty: 2562.364990
	Iteration 24Q: 3 clusters Score -353841.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -353863.125000 Penalty: 2562.364990
	Iteration 25Q: 3 clusters Score -353863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -353876.656250 Penalty: 2562.364990
	Iteration 26Q: 3 clusters Score -353876.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -353889.406250 Penalty: 2562.364990
	Iteration 27Q: 3 clusters Score -353889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -353900.125000 Penalty: 2562.364990
	Iteration 28Q: 3 clusters Score -353900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -353905.406250 Penalty: 2562.364990
	Iteration 29Q: 3 clusters Score -353905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -353907.781250 Penalty: 2562.364990
	Iteration 30Q: 3 clusters Score -353907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -353909.718750 Penalty: 2562.364990
	Iteration 31Q: 3 clusters Score -353909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -353911.937500 Penalty: 2562.364990
	Iteration 32Q: 3 clusters Score -353911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -353913.750000 Penalty: 2562.364990
	Iteration 33Q: 3 clusters Score -353913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -353915.656250 Penalty: 2562.364990
	Iteration 34Q: 3 clusters Score -353915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -353919.968750 Penalty: 2562.364990
	Iteration 35Q: 3 clusters Score -353920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -353922.718750 Penalty: 2562.364990
	Iteration 36Q: 3 clusters Score -353922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -353925.781250 Penalty: 2562.364990
	Iteration 37Q: 3 clusters Score -353925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -353928.875000 Penalty: 2562.364990
	Iteration 38Q: 3 clusters Score -353928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -353932.125000 Penalty: 2562.364990
	Iteration 39Q: 3 clusters Score -353932.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -353932.125000 Penalty: 2562.364990
	Iteration 40F: 3 clusters Score -353932.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -126635.031250 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -126635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125195.398438 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -125195.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125451.742188 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -125451.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125510.148438 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -125510.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125532.710938 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -125532.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125557.257812 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -125557.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125572.203125 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -125572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125580.882812 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -125580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125584.867188 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -125584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125589.390625 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -125589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125595.109375 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -125595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125596.195312 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -125596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -125598.148438 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -125598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125599.609375 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -125599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125604.398438 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -125604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125606.835938 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -125606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125608.570312 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -125608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125608.570312 Penalty: 2245.669922
	Iteration 16F: 3 clusters Score -125608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (61144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Entering Unmasked Estep 
Score: -8138872.000000 Penalty: 1790.910278
	Iteration 0F: 2 clusters Score -8138872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -8098343.500000 Penalty: 3581.820557
	Iteration 0F: 3 clusters Score -8098344 nChanged 28876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8114587.500000 Penalty: 3581.820557
	Iteration 1F: 3 clusters Score -8114588 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -8115044.500000 Penalty: 3581.820557
	Iteration 2Q: 3 clusters Score -8115044 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -8115528.500000 Penalty: 3581.820557
	Iteration 3Q: 3 clusters Score -8115528 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -8116110.000000 Penalty: 3581.820557
	Iteration 4Q: 3 clusters Score -8116110 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -8117013.000000 Penalty: 3581.820557
	Iteration 5Q: 3 clusters Score -8117013 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -8118448.500000 Penalty: 3581.820557
	Iteration 6Q: 3 clusters Score -8118448 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8120822.000000 Penalty: 3581.820557
	Iteration 7F: 3 clusters Score -8120822 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -8124077.000000 Penalty: 3581.820557
	Iteration 8F: 3 clusters Score -8124077 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8127891.500000 Penalty: 3581.820557
	Iteration 9F: 3 clusters Score -8127892 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -8131122.500000 Penalty: 3581.820557
	Iteration 10F: 3 clusters Score -8131122 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8133185.000000 Penalty: 3581.820557
	Iteration 11Q: 3 clusters Score -8133185 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8134567.000000 Penalty: 3581.820557
	Iteration 12Q: 3 clusters Score -8134567 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8135591.500000 Penalty: 3581.820557
	Iteration 13Q: 3 clusters Score -8135592 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8136261.000000 Penalty: 3581.820557
	Iteration 14Q: 3 clusters Score -8136261 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8136667.000000 Penalty: 3581.820557
	Iteration 15Q: 3 clusters Score -8136667 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8136929.500000 Penalty: 3581.820557
	Iteration 16Q: 3 clusters Score -8136930 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8137059.500000 Penalty: 3581.820557
	Iteration 17Q: 3 clusters Score -8137060 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8137163.500000 Penalty: 3581.820557
	Iteration 18Q: 3 clusters Score -8137164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8137226.000000 Penalty: 3581.820557
	Iteration 19Q: 3 clusters Score -8137226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8137269.500000 Penalty: 3581.820557
	Iteration 20F: 3 clusters Score -8137270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8137271.500000 Penalty: 3581.820557
	Iteration 21Q: 3 clusters Score -8137272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8137295.500000 Penalty: 3581.820557
	Iteration 22Q: 3 clusters Score -8137296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8137296.500000 Penalty: 3581.820557
	Iteration 23Q: 3 clusters Score -8137296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8137312.500000 Penalty: 3581.820557
	Iteration 24Q: 3 clusters Score -8137312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8137322.500000 Penalty: 3581.820557
	Iteration 25Q: 3 clusters Score -8137322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8137340.000000 Penalty: 3581.820557
	Iteration 26Q: 3 clusters Score -8137340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8137346.500000 Penalty: 3581.820557
	Iteration 27Q: 3 clusters Score -8137346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8137353.500000 Penalty: 3581.820557
	Iteration 28Q: 3 clusters Score -8137354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8137351.500000 Penalty: 3581.820557
	Iteration 29Q: 3 clusters Score -8137352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8137352.000000 Penalty: 3581.820557
	Iteration 30Q: 3 clusters Score -8137352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8137355.500000 Penalty: 3581.820557
	Iteration 31Q: 3 clusters Score -8137356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8137356.000000 Penalty: 3581.820557
	Iteration 32Q: 3 clusters Score -8137356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8137365.500000 Penalty: 3581.820557
	Iteration 33Q: 3 clusters Score -8137366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8137360.000000 Penalty: 3581.820557
	Iteration 34Q: 3 clusters Score -8137360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8137361.000000 Penalty: 3581.820557
	Iteration 35Q: 3 clusters Score -8137361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8137361.000000 Penalty: 3581.820557
	Iteration 36F: 3 clusters Score -8137361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (49010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Entering Unmasked Estep 
Score: -6500805.500000 Penalty: 1754.964233
	Iteration 0F: 2 clusters Score -6500806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -6467921.000000 Penalty: 3509.928467
	Iteration 0F: 3 clusters Score -6467921 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6480920.000000 Penalty: 3509.928467
	Iteration 1F: 3 clusters Score -6480920 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6481458.500000 Penalty: 3509.928467
	Iteration 2Q: 3 clusters Score -6481458 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -6482059.000000 Penalty: 3509.928467
	Iteration 3Q: 3 clusters Score -6482059 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6482655.000000 Penalty: 3509.928467
	Iteration 4Q: 3 clusters Score -6482655 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -6483490.000000 Penalty: 3509.928467
	Iteration 5Q: 3 clusters Score -6483490 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -6484238.000000 Penalty: 3509.928467
	Iteration 6Q: 3 clusters Score -6484238 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6485205.000000 Penalty: 3509.928467
	Iteration 7Q: 3 clusters Score -6485205 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -6486167.000000 Penalty: 3509.928467
	Iteration 8Q: 3 clusters Score -6486167 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -6487209.000000 Penalty: 3509.928467
	Iteration 9Q: 3 clusters Score -6487209 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -6488476.500000 Penalty: 3509.928467
	Iteration 10Q: 3 clusters Score -6488476 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -6489850.500000 Penalty: 3509.928467
	Iteration 11Q: 3 clusters Score -6489850 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6490986.500000 Penalty: 3509.928467
	Iteration 12Q: 3 clusters Score -6490986 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6491673.000000 Penalty: 3509.928467
	Iteration 13Q: 3 clusters Score -6491673 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -6492023.000000 Penalty: 3509.928467
	Iteration 14Q: 3 clusters Score -6492023 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -6492213.000000 Penalty: 3509.928467
	Iteration 15Q: 3 clusters Score -6492213 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -6492412.500000 Penalty: 3509.928467
	Iteration 16Q: 3 clusters Score -6492412 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -6492627.500000 Penalty: 3509.928467
	Iteration 17Q: 3 clusters Score -6492628 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -6492818.000000 Penalty: 3509.928467
	Iteration 18Q: 3 clusters Score -6492818 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6492994.000000 Penalty: 3509.928467
	Iteration 19Q: 3 clusters Score -6492994 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -6493179.000000 Penalty: 3509.928467
	Iteration 20F: 3 clusters Score -6493179 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -6493371.000000 Penalty: 3509.928467
	Iteration 21Q: 3 clusters Score -6493371 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -6493586.500000 Penalty: 3509.928467
	Iteration 22Q: 3 clusters Score -6493586 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6493869.000000 Penalty: 3509.928467
	Iteration 23Q: 3 clusters Score -6493869 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -6494140.500000 Penalty: 3509.928467
	Iteration 24Q: 3 clusters Score -6494140 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -6494551.500000 Penalty: 3509.928467
	Iteration 25Q: 3 clusters Score -6494552 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -6494968.500000 Penalty: 3509.928467
	Iteration 26Q: 3 clusters Score -6494968 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -6495378.000000 Penalty: 3509.928467
	Iteration 27Q: 3 clusters Score -6495378 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -6495780.500000 Penalty: 3509.928467
	Iteration 28Q: 3 clusters Score -6495780 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -6496221.500000 Penalty: 3509.928467
	Iteration 29Q: 3 clusters Score -6496222 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -6496629.000000 Penalty: 3509.928467
	Iteration 30Q: 3 clusters Score -6496629 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -6497013.000000 Penalty: 3509.928467
	Iteration 31Q: 3 clusters Score -6497013 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6497327.500000 Penalty: 3509.928467
	Iteration 32Q: 3 clusters Score -6497328 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6497681.500000 Penalty: 3509.928467
	Iteration 33Q: 3 clusters Score -6497682 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6497882.500000 Penalty: 3509.928467
	Iteration 34Q: 3 clusters Score -6497882 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6498017.500000 Penalty: 3509.928467
	Iteration 35Q: 3 clusters Score -6498018 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6498192.500000 Penalty: 3509.928467
	Iteration 36Q: 3 clusters Score -6498192 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6498347.000000 Penalty: 3509.928467
	Iteration 37Q: 3 clusters Score -6498347 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6498492.000000 Penalty: 3509.928467
	Iteration 38Q: 3 clusters Score -6498492 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6498605.000000 Penalty: 3509.928467
	Iteration 39Q: 3 clusters Score -6498605 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6498680.500000 Penalty: 3509.928467
	Iteration 40F: 3 clusters Score -6498680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6498736.000000 Penalty: 3509.928467
	Iteration 41Q: 3 clusters Score -6498736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6498816.000000 Penalty: 3509.928467
	Iteration 42Q: 3 clusters Score -6498816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6498887.500000 Penalty: 3509.928467
	Iteration 43Q: 3 clusters Score -6498888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6498929.500000 Penalty: 3509.928467
	Iteration 44Q: 3 clusters Score -6498930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6498957.000000 Penalty: 3509.928467
	Iteration 45Q: 3 clusters Score -6498957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6498984.000000 Penalty: 3509.928467
	Iteration 46Q: 3 clusters Score -6498984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6499014.500000 Penalty: 3509.928467
	Iteration 47Q: 3 clusters Score -6499014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6499049.500000 Penalty: 3509.928467
	Iteration 48Q: 3 clusters Score -6499050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6499077.000000 Penalty: 3509.928467
	Iteration 49Q: 3 clusters Score -6499077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6499102.000000 Penalty: 3509.928467
	Iteration 50Q: 3 clusters Score -6499102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6499129.500000 Penalty: 3509.928467
	Iteration 51Q: 3 clusters Score -6499130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6499130.500000 Penalty: 3509.928467
	Iteration 52Q: 3 clusters Score -6499130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6499147.500000 Penalty: 3509.928467
	Iteration 53Q: 3 clusters Score -6499148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6499168.500000 Penalty: 3509.928467
	Iteration 54Q: 3 clusters Score -6499168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6499173.500000 Penalty: 3509.928467
	Iteration 55Q: 3 clusters Score -6499174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6499177.500000 Penalty: 3509.928467
	Iteration 56Q: 3 clusters Score -6499178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6499190.000000 Penalty: 3509.928467
	Iteration 57Q: 3 clusters Score -6499190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6499208.500000 Penalty: 3509.928467
	Iteration 58Q: 3 clusters Score -6499208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6499212.500000 Penalty: 3509.928467
	Iteration 59Q: 3 clusters Score -6499212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6499220.500000 Penalty: 3509.928467
	Iteration 60F: 3 clusters Score -6499220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6499232.000000 Penalty: 3509.928467
	Iteration 61Q: 3 clusters Score -6499232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6499237.000000 Penalty: 3509.928467
	Iteration 62Q: 3 clusters Score -6499237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6499249.500000 Penalty: 3509.928467
	Iteration 63Q: 3 clusters Score -6499250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6499252.000000 Penalty: 3509.928467
	Iteration 64Q: 3 clusters Score -6499252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6499260.000000 Penalty: 3509.928467
	Iteration 65Q: 3 clusters Score -6499260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6499266.000000 Penalty: 3509.928467
	Iteration 66Q: 3 clusters Score -6499266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6499272.000000 Penalty: 3509.928467
	Iteration 67Q: 3 clusters Score -6499272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6499273.500000 Penalty: 3509.928467
	Iteration 68Q: 3 clusters Score -6499274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6499271.500000 Penalty: 3509.928467
	Iteration 69Q: 3 clusters Score -6499272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6499267.500000 Penalty: 3509.928467
	Iteration 70Q: 3 clusters Score -6499268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6499268.500000 Penalty: 3509.928467
	Iteration 71Q: 3 clusters Score -6499268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6499274.000000 Penalty: 3509.928467
	Iteration 72Q: 3 clusters Score -6499274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6499276.000000 Penalty: 3509.928467
	Iteration 73Q: 3 clusters Score -6499276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6499275.000000 Penalty: 3509.928467
	Iteration 74Q: 3 clusters Score -6499275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6499275.000000 Penalty: 3509.928467
	Iteration 75F: 3 clusters Score -6499275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -350325.843750 Penalty: 1286.836304
	Iteration 0F: 2 clusters Score -350325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -347734.125000 Penalty: 2573.672607
	Iteration 0F: 3 clusters Score -347734.1 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -348321.000000 Penalty: 2573.672607
	Iteration 1F: 3 clusters Score -348321 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -348461.687500 Penalty: 2573.672607
	Iteration 2F: 3 clusters Score -348461.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -348562.375000 Penalty: 2573.672607
	Iteration 3F: 3 clusters Score -348562.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348639.562500 Penalty: 2573.672607
	Iteration 4Q: 3 clusters Score -348639.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -348693.000000 Penalty: 2573.672607
	Iteration 5Q: 3 clusters Score -348693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -348727.531250 Penalty: 2573.672607
	Iteration 6Q: 3 clusters Score -348727.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -348766.750000 Penalty: 2573.672607
	Iteration 7Q: 3 clusters Score -348766.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -348811.250000 Penalty: 2573.672607
	Iteration 8Q: 3 clusters Score -348811.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -348858.125000 Penalty: 2573.672607
	Iteration 9Q: 3 clusters Score -348858.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -348896.718750 Penalty: 2573.672607
	Iteration 10Q: 3 clusters Score -348896.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -348933.625000 Penalty: 2573.672607
	Iteration 11Q: 3 clusters Score -348933.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -348969.812500 Penalty: 2573.672607
	Iteration 12Q: 3 clusters Score -348969.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -349006.656250 Penalty: 2573.672607
	Iteration 13Q: 3 clusters Score -349006.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -349039.531250 Penalty: 2573.672607
	Iteration 14Q: 3 clusters Score -349039.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -349078.531250 Penalty: 2573.672607
	Iteration 15Q: 3 clusters Score -349078.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -349113.187500 Penalty: 2573.672607
	Iteration 16Q: 3 clusters Score -349113.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -349145.312500 Penalty: 2573.672607
	Iteration 17Q: 3 clusters Score -349145.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -349181.187500 Penalty: 2573.672607
	Iteration 18Q: 3 clusters Score -349181.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -349213.531250 Penalty: 2573.672607
	Iteration 19Q: 3 clusters Score -349213.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -349239.000000 Penalty: 2573.672607
	Iteration 20F: 3 clusters Score -349239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -349258.531250 Penalty: 2573.672607
	Iteration 21Q: 3 clusters Score -349258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -349271.218750 Penalty: 2573.672607
	Iteration 22Q: 3 clusters Score -349271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -349279.218750 Penalty: 2573.672607
	Iteration 23Q: 3 clusters Score -349279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -349286.531250 Penalty: 2573.672607
	Iteration 24Q: 3 clusters Score -349286.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -349295.781250 Penalty: 2573.672607
	Iteration 25Q: 3 clusters Score -349295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -349298.562500 Penalty: 2573.672607
	Iteration 26Q: 3 clusters Score -349298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -349302.281250 Penalty: 2573.672607
	Iteration 27Q: 3 clusters Score -349302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -349302.718750 Penalty: 2573.672607
	Iteration 28Q: 3 clusters Score -349302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -349304.281250 Penalty: 2573.672607
	Iteration 29Q: 3 clusters Score -349304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -349306.187500 Penalty: 2573.672607
	Iteration 30Q: 3 clusters Score -349306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -349308.093750 Penalty: 2573.672607
	Iteration 31Q: 3 clusters Score -349308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -349309.531250 Penalty: 2573.672607
	Iteration 32Q: 3 clusters Score -349309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -349309.531250 Penalty: 2573.672607
	Iteration 33F: 3 clusters Score -349309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -591030.437500 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -591030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -587182.062500 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -587182.1 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -588244.625000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -588244.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -588393.750000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -588393.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -588475.562500 Penalty: 2754.752930
	Iteration 3Q: 3 clusters Score -588475.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -588540.812500 Penalty: 2754.752930
	Iteration 4Q: 3 clusters Score -588540.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -588601.875000 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -588601.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -588676.562500 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -588676.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -588746.875000 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -588746.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -588840.750000 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -588840.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -588939.312500 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -588939.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -589035.125000 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -589035.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -589159.500000 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -589159.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -589277.250000 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -589277.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -589374.437500 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -589374.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -589457.062500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -589457.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -589537.187500 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -589537.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -589603.000000 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -589603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -589655.250000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -589655.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -589692.437500 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -589692.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -589723.437500 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -589723.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -589753.937500 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -589753.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -589786.187500 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -589786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -589804.500000 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -589804.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -589815.812500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -589815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -589821.750000 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -589821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -589823.312500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -589823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -589828.375000 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -589828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -589831.000000 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -589831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -589834.625000 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -589834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -589838.062500 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -589838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -589841.625000 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -589841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -589843.875000 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -589843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -589845.250000 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -589845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -589845.500000 Penalty: 2754.752930
	Iteration 33Q: 3 clusters Score -589845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -589845.937500 Penalty: 2754.752930
	Iteration 34Q: 3 clusters Score -589845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -589849.875000 Penalty: 2754.752930
	Iteration 35Q: 3 clusters Score -589849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -589851.937500 Penalty: 2754.752930
	Iteration 36Q: 3 clusters Score -589851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -589853.625000 Penalty: 2754.752930
	Iteration 37Q: 3 clusters Score -589853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -589854.187500 Penalty: 2754.752930
	Iteration 38Q: 3 clusters Score -589854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -589854.187500 Penalty: 2754.752930
	Iteration 39F: 3 clusters Score -589854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -207132.843750 Penalty: 1199.190186
	Iteration 0F: 2 clusters Score -207132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -205285.250000 Penalty: 2398.380371
	Iteration 0F: 3 clusters Score -205285.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205655.921875 Penalty: 2398.380371
	Iteration 1F: 3 clusters Score -205655.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205769.687500 Penalty: 2398.380371
	Iteration 2F: 3 clusters Score -205769.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -205853.421875 Penalty: 2398.380371
	Iteration 3F: 3 clusters Score -205853.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205918.625000 Penalty: 2398.380371
	Iteration 4Q: 3 clusters Score -205918.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205958.343750 Penalty: 2398.380371
	Iteration 5Q: 3 clusters Score -205958.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -206000.562500 Penalty: 2398.380371
	Iteration 6Q: 3 clusters Score -206000.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206020.687500 Penalty: 2398.380371
	Iteration 7Q: 3 clusters Score -206020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -206029.671875 Penalty: 2398.380371
	Iteration 8Q: 3 clusters Score -206029.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -206043.843750 Penalty: 2398.380371
	Iteration 9Q: 3 clusters Score -206043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -206054.265625 Penalty: 2398.380371
	Iteration 10Q: 3 clusters Score -206054.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -206059.343750 Penalty: 2398.380371
	Iteration 11Q: 3 clusters Score -206059.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -206064.625000 Penalty: 2398.380371
	Iteration 12Q: 3 clusters Score -206064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206068.015625 Penalty: 2398.380371
	Iteration 13Q: 3 clusters Score -206068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206071.421875 Penalty: 2398.380371
	Iteration 14Q: 3 clusters Score -206071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206074.312500 Penalty: 2398.380371
	Iteration 15Q: 3 clusters Score -206074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -206075.515625 Penalty: 2398.380371
	Iteration 16Q: 3 clusters Score -206075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206077.390625 Penalty: 2398.380371
	Iteration 17Q: 3 clusters Score -206077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206079.656250 Penalty: 2398.380371
	Iteration 18Q: 3 clusters Score -206079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -206081.671875 Penalty: 2398.380371
	Iteration 19Q: 3 clusters Score -206081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206082.718750 Penalty: 2398.380371
	Iteration 20F: 3 clusters Score -206082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -206084.875000 Penalty: 2398.380371
	Iteration 21Q: 3 clusters Score -206084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -206087.765625 Penalty: 2398.380371
	Iteration 22Q: 3 clusters Score -206087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206091.796875 Penalty: 2398.380371
	Iteration 23Q: 3 clusters Score -206091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206094.218750 Penalty: 2398.380371
	Iteration 24Q: 3 clusters Score -206094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -206098.421875 Penalty: 2398.380371
	Iteration 25Q: 3 clusters Score -206098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -206103.828125 Penalty: 2398.380371
	Iteration 26Q: 3 clusters Score -206103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -206112.187500 Penalty: 2398.380371
	Iteration 27Q: 3 clusters Score -206112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206120.140625 Penalty: 2398.380371
	Iteration 28Q: 3 clusters Score -206120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -206127.406250 Penalty: 2398.380371
	Iteration 29Q: 3 clusters Score -206127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206132.218750 Penalty: 2398.380371
	Iteration 30Q: 3 clusters Score -206132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -206137.406250 Penalty: 2398.380371
	Iteration 31Q: 3 clusters Score -206137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -206143.593750 Penalty: 2398.380371
	Iteration 32Q: 3 clusters Score -206143.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -206149.203125 Penalty: 2398.380371
	Iteration 33Q: 3 clusters Score -206149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -206152.062500 Penalty: 2398.380371
	Iteration 34Q: 3 clusters Score -206152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206152.218750 Penalty: 2398.380371
	Iteration 35Q: 3 clusters Score -206152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206152.218750 Penalty: 2398.380371
	Iteration 36F: 3 clusters Score -206152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -1281851.750000 Penalty: 1509.697266
	Iteration 0F: 2 clusters Score -1281852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1274290.750000 Penalty: 3019.394531
	Iteration 0F: 3 clusters Score -1274291 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1277067.000000 Penalty: 3019.394531
	Iteration 1F: 3 clusters Score -1277067 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1277561.250000 Penalty: 3019.394531
	Iteration 2F: 3 clusters Score -1277561 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1277998.875000 Penalty: 3019.394531
	Iteration 3F: 3 clusters Score -1277999 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1278369.875000 Penalty: 3019.394531
	Iteration 4F: 3 clusters Score -1278370 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1278697.250000 Penalty: 3019.394531
	Iteration 5F: 3 clusters Score -1278697 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1279001.750000 Penalty: 3019.394531
	Iteration 6Q: 3 clusters Score -1279002 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1279276.125000 Penalty: 3019.394531
	Iteration 7Q: 3 clusters Score -1279276 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1279496.250000 Penalty: 3019.394531
	Iteration 8Q: 3 clusters Score -1279496 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1279657.250000 Penalty: 3019.394531
	Iteration 9Q: 3 clusters Score -1279657 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1279801.125000 Penalty: 3019.394531
	Iteration 10Q: 3 clusters Score -1279801 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1279910.750000 Penalty: 3019.394531
	Iteration 11Q: 3 clusters Score -1279911 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1279989.000000 Penalty: 3019.394531
	Iteration 12Q: 3 clusters Score -1279989 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1280060.250000 Penalty: 3019.394531
	Iteration 13Q: 3 clusters Score -1280060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1280129.500000 Penalty: 3019.394531
	Iteration 14Q: 3 clusters Score -1280130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1280201.750000 Penalty: 3019.394531
	Iteration 15Q: 3 clusters Score -1280202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1280269.750000 Penalty: 3019.394531
	Iteration 16Q: 3 clusters Score -1280270 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1280351.500000 Penalty: 3019.394531
	Iteration 17Q: 3 clusters Score -1280352 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1280425.125000 Penalty: 3019.394531
	Iteration 18Q: 3 clusters Score -1280425 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1280515.500000 Penalty: 3019.394531
	Iteration 19Q: 3 clusters Score -1280516 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1280614.375000 Penalty: 3019.394531
	Iteration 20F: 3 clusters Score -1280614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1280723.875000 Penalty: 3019.394531
	Iteration 21Q: 3 clusters Score -1280724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1280828.250000 Penalty: 3019.394531
	Iteration 22Q: 3 clusters Score -1280828 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1280940.750000 Penalty: 3019.394531
	Iteration 23Q: 3 clusters Score -1280941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1281030.125000 Penalty: 3019.394531
	Iteration 24Q: 3 clusters Score -1281030 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1281099.125000 Penalty: 3019.394531
	Iteration 25Q: 3 clusters Score -1281099 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1281154.500000 Penalty: 3019.394531
	Iteration 26Q: 3 clusters Score -1281154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1281196.375000 Penalty: 3019.394531
	Iteration 27Q: 3 clusters Score -1281196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1281225.000000 Penalty: 3019.394531
	Iteration 28Q: 3 clusters Score -1281225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1281246.000000 Penalty: 3019.394531
	Iteration 29Q: 3 clusters Score -1281246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1281264.625000 Penalty: 3019.394531
	Iteration 30Q: 3 clusters Score -1281265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1281285.625000 Penalty: 3019.394531
	Iteration 31Q: 3 clusters Score -1281286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1281291.125000 Penalty: 3019.394531
	Iteration 32Q: 3 clusters Score -1281291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1281297.500000 Penalty: 3019.394531
	Iteration 33Q: 3 clusters Score -1281298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1281302.000000 Penalty: 3019.394531
	Iteration 34Q: 3 clusters Score -1281302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1281307.000000 Penalty: 3019.394531
	Iteration 35Q: 3 clusters Score -1281307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1281308.750000 Penalty: 3019.394531
	Iteration 36Q: 3 clusters Score -1281309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1281308.625000 Penalty: 3019.394531
	Iteration 37Q: 3 clusters Score -1281309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1281311.125000 Penalty: 3019.394531
	Iteration 38Q: 3 clusters Score -1281311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1281311.000000 Penalty: 3019.394531
	Iteration 39Q: 3 clusters Score -1281311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1281312.875000 Penalty: 3019.394531
	Iteration 40F: 3 clusters Score -1281313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1281316.875000 Penalty: 3019.394531
	Iteration 41Q: 3 clusters Score -1281317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1281320.125000 Penalty: 3019.394531
	Iteration 42Q: 3 clusters Score -1281320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1281325.750000 Penalty: 3019.394531
	Iteration 43Q: 3 clusters Score -1281326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1281328.625000 Penalty: 3019.394531
	Iteration 44Q: 3 clusters Score -1281329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1281328.250000 Penalty: 3019.394531
	Iteration 45Q: 3 clusters Score -1281328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1281330.250000 Penalty: 3019.394531
	Iteration 46Q: 3 clusters Score -1281330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1281336.750000 Penalty: 3019.394531
	Iteration 47Q: 3 clusters Score -1281337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1281338.875000 Penalty: 3019.394531
	Iteration 48Q: 3 clusters Score -1281339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1281339.500000 Penalty: 3019.394531
	Iteration 49Q: 3 clusters Score -1281340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1281342.375000 Penalty: 3019.394531
	Iteration 50Q: 3 clusters Score -1281342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1281344.000000 Penalty: 3019.394531
	Iteration 51Q: 3 clusters Score -1281344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1281345.375000 Penalty: 3019.394531
	Iteration 52Q: 3 clusters Score -1281345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1281346.000000 Penalty: 3019.394531
	Iteration 53Q: 3 clusters Score -1281346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1281346.000000 Penalty: 3019.394531
	Iteration 54F: 3 clusters Score -1281346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -862416.250000 Penalty: 1427.326782
	Iteration 0F: 2 clusters Score -862416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -857477.187500 Penalty: 2854.653564
	Iteration 0F: 3 clusters Score -857477.2 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -858925.312500 Penalty: 2854.653564
	Iteration 1F: 3 clusters Score -858925.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -859210.125000 Penalty: 2854.653564
	Iteration 2F: 3 clusters Score -859210.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -859500.687500 Penalty: 2854.653564
	Iteration 3F: 3 clusters Score -859500.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -859758.187500 Penalty: 2854.653564
	Iteration 4F: 3 clusters Score -859758.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -860050.250000 Penalty: 2854.653564
	Iteration 5F: 3 clusters Score -860050.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -860353.687500 Penalty: 2854.653564
	Iteration 6F: 3 clusters Score -860353.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -860670.125000 Penalty: 2854.653564
	Iteration 7F: 3 clusters Score -860670.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -860956.500000 Penalty: 2854.653564
	Iteration 8F: 3 clusters Score -860956.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -861160.312500 Penalty: 2854.653564
	Iteration 9Q: 3 clusters Score -861160.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -861293.687500 Penalty: 2854.653564
	Iteration 10Q: 3 clusters Score -861293.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -861350.937500 Penalty: 2854.653564
	Iteration 11Q: 3 clusters Score -861350.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -861387.937500 Penalty: 2854.653564
	Iteration 12Q: 3 clusters Score -861387.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -861412.125000 Penalty: 2854.653564
	Iteration 13Q: 3 clusters Score -861412.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -861425.750000 Penalty: 2854.653564
	Iteration 14Q: 3 clusters Score -861425.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -861433.937500 Penalty: 2854.653564
	Iteration 15Q: 3 clusters Score -861433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -861439.250000 Penalty: 2854.653564
	Iteration 16Q: 3 clusters Score -861439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -861441.875000 Penalty: 2854.653564
	Iteration 17Q: 3 clusters Score -861441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -861445.500000 Penalty: 2854.653564
	Iteration 18Q: 3 clusters Score -861445.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -861448.000000 Penalty: 2854.653564
	Iteration 19Q: 3 clusters Score -861448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -861448.562500 Penalty: 2854.653564
	Iteration 20F: 3 clusters Score -861448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -861450.375000 Penalty: 2854.653564
	Iteration 21Q: 3 clusters Score -861450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -861452.000000 Penalty: 2854.653564
	Iteration 22Q: 3 clusters Score -861452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -861452.125000 Penalty: 2854.653564
	Iteration 23Q: 3 clusters Score -861452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -861452.375000 Penalty: 2854.653564
	Iteration 24Q: 3 clusters Score -861452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -861452.500000 Penalty: 2854.653564
	Iteration 25Q: 3 clusters Score -861452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -861453.937500 Penalty: 2854.653564
	Iteration 26Q: 3 clusters Score -861453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -861453.437500 Penalty: 2854.653564
	Iteration 27Q: 3 clusters Score -861453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -861456.125000 Penalty: 2854.653564
	Iteration 28Q: 3 clusters Score -861456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -861454.937500 Penalty: 2854.653564
	Iteration 29Q: 3 clusters Score -861454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -861456.000000 Penalty: 2854.653564
	Iteration 30Q: 3 clusters Score -861456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -861456.000000 Penalty: 2854.653564
	Iteration 31F: 3 clusters Score -861456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -66749.617188 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -66749.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65650.367188 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -65650.37 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66023.062500 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -66023.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66234.054688 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -66234.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66337.023438 Penalty: 2094.342773
	Iteration 3F: 3 clusters Score -66337.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66370.140625 Penalty: 2094.342773
	Iteration 4Q: 3 clusters Score -66370.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66390.929688 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -66390.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66408.656250 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -66408.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66423.382812 Penalty: 2094.342773
	Iteration 7Q: 3 clusters Score -66423.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66424.242188 Penalty: 2094.342773
	Iteration 8Q: 3 clusters Score -66424.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66427.718750 Penalty: 2094.342773
	Iteration 9Q: 3 clusters Score -66427.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66427.718750 Penalty: 2094.342773
	Iteration 10F: 3 clusters Score -66427.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7202.704590 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7202.705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7361.771973 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7361.772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7370.399902 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7370.399902 Penalty: 1503.116211
	Iteration 3F: 3 clusters Score -7370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -86301.140625 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -86301.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85052.953125 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -85052.95 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85249.031250 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -85249.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85324.281250 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -85324.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85372.304688 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -85372.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85394.078125 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -85394.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85403.062500 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -85403.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85410.015625 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -85410.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85417.210938 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -85417.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85425.234375 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -85425.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85427.507812 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -85427.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85428.367188 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -85428.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85430.679688 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -85430.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85434.976562 Penalty: 2123.481201
	Iteration 12Q: 3 clusters Score -85434.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85437.757812 Penalty: 2123.481201
	Iteration 13Q: 3 clusters Score -85437.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85437.757812 Penalty: 2123.481201
	Iteration 14F: 3 clusters Score -85437.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -778043.000000 Penalty: 1411.380127
	Iteration 0F: 2 clusters Score -778043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -773520.687500 Penalty: 2822.760254
	Iteration 0F: 3 clusters Score -773520.7 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -774786.250000 Penalty: 2822.760254
	Iteration 1F: 3 clusters Score -774786.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -774975.812500 Penalty: 2822.760254
	Iteration 2F: 3 clusters Score -774975.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -775115.312500 Penalty: 2822.760254
	Iteration 3F: 3 clusters Score -775115.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -775257.187500 Penalty: 2822.760254
	Iteration 4Q: 3 clusters Score -775257.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -775402.500000 Penalty: 2822.760254
	Iteration 5Q: 3 clusters Score -775402.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -775552.437500 Penalty: 2822.760254
	Iteration 6Q: 3 clusters Score -775552.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -775720.062500 Penalty: 2822.760254
	Iteration 7Q: 3 clusters Score -775720.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -775905.625000 Penalty: 2822.760254
	Iteration 8Q: 3 clusters Score -775905.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -776066.250000 Penalty: 2822.760254
	Iteration 9Q: 3 clusters Score -776066.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -776217.625000 Penalty: 2822.760254
	Iteration 10Q: 3 clusters Score -776217.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -776353.562500 Penalty: 2822.760254
	Iteration 11Q: 3 clusters Score -776353.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -776477.062500 Penalty: 2822.760254
	Iteration 12Q: 3 clusters Score -776477.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -776569.187500 Penalty: 2822.760254
	Iteration 13Q: 3 clusters Score -776569.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -776637.000000 Penalty: 2822.760254
	Iteration 14Q: 3 clusters Score -776637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -776676.812500 Penalty: 2822.760254
	Iteration 15Q: 3 clusters Score -776676.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -776703.437500 Penalty: 2822.760254
	Iteration 16Q: 3 clusters Score -776703.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -776721.062500 Penalty: 2822.760254
	Iteration 17Q: 3 clusters Score -776721.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -776733.500000 Penalty: 2822.760254
	Iteration 18Q: 3 clusters Score -776733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -776744.437500 Penalty: 2822.760254
	Iteration 19Q: 3 clusters Score -776744.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -776757.625000 Penalty: 2822.760254
	Iteration 20F: 3 clusters Score -776757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -776766.687500 Penalty: 2822.760254
	Iteration 21Q: 3 clusters Score -776766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -776773.750000 Penalty: 2822.760254
	Iteration 22Q: 3 clusters Score -776773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -776779.687500 Penalty: 2822.760254
	Iteration 23Q: 3 clusters Score -776779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -776784.000000 Penalty: 2822.760254
	Iteration 24Q: 3 clusters Score -776784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -776788.750000 Penalty: 2822.760254
	Iteration 25Q: 3 clusters Score -776788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -776792.875000 Penalty: 2822.760254
	Iteration 26Q: 3 clusters Score -776792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -776796.062500 Penalty: 2822.760254
	Iteration 27Q: 3 clusters Score -776796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -776796.437500 Penalty: 2822.760254
	Iteration 28Q: 3 clusters Score -776796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -776799.625000 Penalty: 2822.760254
	Iteration 29Q: 3 clusters Score -776799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -776799.625000 Penalty: 2822.760254
	Iteration 30F: 3 clusters Score -776799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -459677.406250 Penalty: 1333.259155
	Iteration 0F: 2 clusters Score -459677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -456487.125000 Penalty: 2666.518311
	Iteration 0F: 3 clusters Score -456487.1 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -457393.000000 Penalty: 2666.518311
	Iteration 1F: 3 clusters Score -457393 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -457566.625000 Penalty: 2666.518311
	Iteration 2F: 3 clusters Score -457566.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -457739.375000 Penalty: 2666.518311
	Iteration 3F: 3 clusters Score -457739.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -457945.156250 Penalty: 2666.518311
	Iteration 4F: 3 clusters Score -457945.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -458204.687500 Penalty: 2666.518311
	Iteration 5F: 3 clusters Score -458204.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -458438.375000 Penalty: 2666.518311
	Iteration 6F: 3 clusters Score -458438.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -458629.125000 Penalty: 2666.518311
	Iteration 7F: 3 clusters Score -458629.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -458746.968750 Penalty: 2666.518311
	Iteration 8Q: 3 clusters Score -458747 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -458823.906250 Penalty: 2666.518311
	Iteration 9Q: 3 clusters Score -458823.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -458891.375000 Penalty: 2666.518311
	Iteration 10Q: 3 clusters Score -458891.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -458969.812500 Penalty: 2666.518311
	Iteration 11Q: 3 clusters Score -458969.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -459050.468750 Penalty: 2666.518311
	Iteration 12Q: 3 clusters Score -459050.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -459115.968750 Penalty: 2666.518311
	Iteration 13Q: 3 clusters Score -459116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -459152.468750 Penalty: 2666.518311
	Iteration 14Q: 3 clusters Score -459152.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -459173.968750 Penalty: 2666.518311
	Iteration 15Q: 3 clusters Score -459174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -459184.187500 Penalty: 2666.518311
	Iteration 16Q: 3 clusters Score -459184.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -459189.875000 Penalty: 2666.518311
	Iteration 17Q: 3 clusters Score -459189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -459193.906250 Penalty: 2666.518311
	Iteration 18Q: 3 clusters Score -459193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -459196.093750 Penalty: 2666.518311
	Iteration 19Q: 3 clusters Score -459196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459197.031250 Penalty: 2666.518311
	Iteration 20F: 3 clusters Score -459197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -459198.125000 Penalty: 2666.518311
	Iteration 21Q: 3 clusters Score -459198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -459198.125000 Penalty: 2666.518311
	Iteration 22F: 3 clusters Score -459198.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Entering Unmasked Estep 
Score: -4048184.750000 Penalty: 1676.709106
	Iteration 0F: 2 clusters Score -4048185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4027739.000000 Penalty: 3353.418213
	Iteration 0F: 3 clusters Score -4027739 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4035401.750000 Penalty: 3353.418213
	Iteration 1F: 3 clusters Score -4035402 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4035750.250000 Penalty: 3353.418213
	Iteration 2Q: 3 clusters Score -4035750 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4036121.750000 Penalty: 3353.418213
	Iteration 3Q: 3 clusters Score -4036122 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4036668.250000 Penalty: 3353.418213
	Iteration 4Q: 3 clusters Score -4036668 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4037507.500000 Penalty: 3353.418213
	Iteration 5F: 3 clusters Score -4037508 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4038797.750000 Penalty: 3353.418213
	Iteration 6F: 3 clusters Score -4038798 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4040712.250000 Penalty: 3353.418213
	Iteration 7F: 3 clusters Score -4040712 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4042912.750000 Penalty: 3353.418213
	Iteration 8F: 3 clusters Score -4042913 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4044817.000000 Penalty: 3353.418213
	Iteration 9F: 3 clusters Score -4044817 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4045948.250000 Penalty: 3353.418213
	Iteration 10Q: 3 clusters Score -4045948 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4046393.750000 Penalty: 3353.418213
	Iteration 11Q: 3 clusters Score -4046394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4046550.000000 Penalty: 3353.418213
	Iteration 12Q: 3 clusters Score -4046550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4046620.750000 Penalty: 3353.418213
	Iteration 13Q: 3 clusters Score -4046621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4046646.750000 Penalty: 3353.418213
	Iteration 14Q: 3 clusters Score -4046647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4046664.500000 Penalty: 3353.418213
	Iteration 15Q: 3 clusters Score -4046664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4046667.250000 Penalty: 3353.418213
	Iteration 16Q: 3 clusters Score -4046667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4046679.750000 Penalty: 3353.418213
	Iteration 17Q: 3 clusters Score -4046680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4046685.500000 Penalty: 3353.418213
	Iteration 18Q: 3 clusters Score -4046686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4046685.500000 Penalty: 3353.418213
	Iteration 19F: 3 clusters Score -4046686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -166684.109375 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -166684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -165009.093750 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -165009.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -165317.953125 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -165318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165425.656250 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -165425.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -165479.218750 Penalty: 2336.724854
	Iteration 3Q: 3 clusters Score -165479.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165508.468750 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -165508.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -165530.281250 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -165530.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -165546.578125 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -165546.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165567.031250 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -165567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -165591.031250 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -165591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165610.015625 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -165610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -165627.812500 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -165627.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165645.453125 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -165645.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165661.906250 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -165661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -165672.984375 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -165673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -165686.171875 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -165686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -165695.828125 Penalty: 2336.724854
	Iteration 15Q: 3 clusters Score -165695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -165701.312500 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -165701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -165702.312500 Penalty: 2336.724854
	Iteration 17Q: 3 clusters Score -165702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -165704.609375 Penalty: 2336.724854
	Iteration 18Q: 3 clusters Score -165704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -165706.359375 Penalty: 2336.724854
	Iteration 19Q: 3 clusters Score -165706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -165707.109375 Penalty: 2336.724854
	Iteration 20F: 3 clusters Score -165707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -165707.640625 Penalty: 2336.724854
	Iteration 21Q: 3 clusters Score -165707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -165707.640625 Penalty: 2336.724854
	Iteration 22F: 3 clusters Score -165707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (71959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Entering Unmasked Estep 
Score: -9559996.000000 Penalty: 1817.375977
	Iteration 0F: 2 clusters Score -9559996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -9513477.000000 Penalty: 3634.751953
	Iteration 0F: 3 clusters Score -9513477 nChanged 34094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -9532978.000000 Penalty: 3634.751953
	Iteration 1F: 3 clusters Score -9532978 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -9533682.000000 Penalty: 3634.751953
	Iteration 2Q: 3 clusters Score -9533682 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -9534602.000000 Penalty: 3634.751953
	Iteration 3Q: 3 clusters Score -9534602 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -9536087.000000 Penalty: 3634.751953
	Iteration 4Q: 3 clusters Score -9536087 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -9538394.000000 Penalty: 3634.751953
	Iteration 5F: 3 clusters Score -9538394 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -9541910.000000 Penalty: 3634.751953
	Iteration 6F: 3 clusters Score -9541910 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -9546563.000000 Penalty: 3634.751953
	Iteration 7F: 3 clusters Score -9546563 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -9551695.000000 Penalty: 3634.751953
	Iteration 8F: 3 clusters Score -9551695 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9555376.000000 Penalty: 3634.751953
	Iteration 9F: 3 clusters Score -9555376 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9557479.000000 Penalty: 3634.751953
	Iteration 10Q: 3 clusters Score -9557479 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9558147.000000 Penalty: 3634.751953
	Iteration 11Q: 3 clusters Score -9558147 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9558284.000000 Penalty: 3634.751953
	Iteration 12Q: 3 clusters Score -9558284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9558331.000000 Penalty: 3634.751953
	Iteration 13Q: 3 clusters Score -9558331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9558347.000000 Penalty: 3634.751953
	Iteration 14Q: 3 clusters Score -9558347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9558365.000000 Penalty: 3634.751953
	Iteration 15Q: 3 clusters Score -9558365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9558368.000000 Penalty: 3634.751953
	Iteration 16Q: 3 clusters Score -9558368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9558363.000000 Penalty: 3634.751953
	Iteration 17Q: 3 clusters Score -9558363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9558363.000000 Penalty: 3634.751953
	Iteration 18F: 3 clusters Score -9558363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23085 members 
Mstep: Class 4 contains 74723 members 
Mstep: Class 5 contains 21391 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52297 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77082 members 
Mstep: Class 10 contains 60471 members 
Mstep: Class 11 contains 33997 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 22036 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 75720 members 
Mstep: Class 18 contains 14510 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6873 members 
Mstep: Class 21 contains 79291 members 
Mstep: Class 22 contains 19279 members 
Mstep: Class 23 contains 57142 members 
Mstep: Class 24 contains 20235 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45640 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 61144 members 
Mstep: Class 32 contains 49010 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 1603 members 
Mstep: Class 36 contains 10834 members 
Mstep: Class 37 contains 6526 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 30279 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797936.000000 Penalty: 98784.976562
Iteration 399Q: 45 clusters Score -1.277979e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23082 members 
Mstep: Class 4 contains 74725 members 
Mstep: Class 5 contains 21221 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52285 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76927 members 
Mstep: Class 10 contains 60482 members 
Mstep: Class 11 contains 33959 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 22032 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 75771 members 
Mstep: Class 18 contains 14520 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 79817 members 
Mstep: Class 22 contains 19032 members 
Mstep: Class 23 contains 57129 members 
Mstep: Class 24 contains 20194 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45624 members 
Mstep: Class 29 contains 2662 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 61462 members 
Mstep: Class 32 contains 48758 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1602 members 
Mstep: Class 36 contains 10833 members 
Mstep: Class 37 contains 6532 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5917 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 30483 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797960.000000 Penalty: 98784.976562
Iteration 400F: 45 clusters Score -1.27798e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23081 members 
Mstep: Class 4 contains 74770 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52308 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76842 members 
Mstep: Class 10 contains 60487 members 
Mstep: Class 11 contains 33948 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 22030 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 75803 members 
Mstep: Class 18 contains 14521 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6862 members 
Mstep: Class 21 contains 80303 members 
Mstep: Class 22 contains 18765 members 
Mstep: Class 23 contains 57107 members 
Mstep: Class 24 contains 20155 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45624 members 
Mstep: Class 29 contains 2667 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 61788 members 
Mstep: Class 32 contains 48457 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6533 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 30628 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797888.000000 Penalty: 98784.976562
Iteration 401Q: 45 clusters Score -1.277979e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23077 members 
Mstep: Class 4 contains 74753 members 
Mstep: Class 5 contains 20918 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52322 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76748 members 
Mstep: Class 10 contains 60508 members 
Mstep: Class 11 contains 33985 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6745 members 
Mstep: Class 14 contains 22024 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 75805 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 80763 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 57093 members 
Mstep: Class 24 contains 20108 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45611 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62106 members 
Mstep: Class 32 contains 48154 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1597 members 
Mstep: Class 36 contains 10830 members 
Mstep: Class 37 contains 6538 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5917 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 30798 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797264.000000 Penalty: 98784.976562
Iteration 402Q: 45 clusters Score -1.277973e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23079 members 
Mstep: Class 4 contains 74768 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52356 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76634 members 
Mstep: Class 10 contains 60522 members 
Mstep: Class 11 contains 34129 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 22020 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 75798 members 
Mstep: Class 18 contains 14512 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 81205 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 57094 members 
Mstep: Class 24 contains 20060 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45618 members 
Mstep: Class 29 contains 2667 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62369 members 
Mstep: Class 32 contains 47801 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1594 members 
Mstep: Class 36 contains 10829 members 
Mstep: Class 37 contains 6538 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 30909 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797120.000000 Penalty: 98784.976562
Iteration 403Q: 45 clusters Score -1.277971e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23081 members 
Mstep: Class 4 contains 74856 members 
Mstep: Class 5 contains 20677 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52361 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 76555 members 
Mstep: Class 10 contains 60530 members 
Mstep: Class 11 contains 34212 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 22007 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 75806 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 81585 members 
Mstep: Class 22 contains 18128 members 
Mstep: Class 23 contains 57096 members 
Mstep: Class 24 contains 20007 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45613 members 
Mstep: Class 29 contains 2658 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62575 members 
Mstep: Class 32 contains 47453 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1592 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6541 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31038 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796952.000000 Penalty: 98784.976562
Iteration 404Q: 45 clusters Score -1.27797e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23078 members 
Mstep: Class 4 contains 74970 members 
Mstep: Class 5 contains 20560 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52379 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 76465 members 
Mstep: Class 10 contains 60521 members 
Mstep: Class 11 contains 34247 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 22011 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 75809 members 
Mstep: Class 18 contains 14516 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 81956 members 
Mstep: Class 22 contains 17973 members 
Mstep: Class 23 contains 57103 members 
Mstep: Class 24 contains 19950 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45614 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62786 members 
Mstep: Class 32 contains 47159 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1591 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6547 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5911 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31127 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796728.000000 Penalty: 98784.976562
Iteration 405Q: 45 clusters Score -1.277967e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23072 members 
Mstep: Class 4 contains 75083 members 
Mstep: Class 5 contains 20438 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52398 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 76397 members 
Mstep: Class 10 contains 60524 members 
Mstep: Class 11 contains 34314 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 75810 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 82300 members 
Mstep: Class 22 contains 17816 members 
Mstep: Class 23 contains 57090 members 
Mstep: Class 24 contains 19892 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45625 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62965 members 
Mstep: Class 32 contains 46833 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1593 members 
Mstep: Class 36 contains 10827 members 
Mstep: Class 37 contains 6551 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31229 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796704.000000 Penalty: 98784.976562
Iteration 406Q: 45 clusters Score -1.277967e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 23080 members 
Mstep: Class 4 contains 75202 members 
Mstep: Class 5 contains 20322 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52432 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 76307 members 
Mstep: Class 10 contains 60526 members 
Mstep: Class 11 contains 34381 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 75837 members 
Mstep: Class 18 contains 14517 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 82617 members 
Mstep: Class 22 contains 17685 members 
Mstep: Class 23 contains 57089 members 
Mstep: Class 24 contains 19837 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45631 members 
Mstep: Class 29 contains 2651 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63148 members 
Mstep: Class 32 contains 46492 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1593 members 
Mstep: Class 36 contains 10825 members 
Mstep: Class 37 contains 6551 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31301 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796536.000000 Penalty: 98784.976562
Iteration 407Q: 45 clusters Score -1.277965e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23086 members 
Mstep: Class 4 contains 75344 members 
Mstep: Class 5 contains 20214 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52495 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 60516 members 
Mstep: Class 11 contains 34425 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5425 members 
Mstep: Class 17 contains 75827 members 
Mstep: Class 18 contains 14520 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 82945 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 57077 members 
Mstep: Class 24 contains 19808 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45637 members 
Mstep: Class 29 contains 2648 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63330 members 
Mstep: Class 32 contains 46140 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1594 members 
Mstep: Class 36 contains 10825 members 
Mstep: Class 37 contains 6553 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5915 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31369 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796512.000000 Penalty: 98784.976562
Iteration 408Q: 45 clusters Score -1.277965e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23085 members 
Mstep: Class 4 contains 75436 members 
Mstep: Class 5 contains 20121 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52535 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 76128 members 
Mstep: Class 10 contains 60524 members 
Mstep: Class 11 contains 34500 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 75841 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 83240 members 
Mstep: Class 22 contains 17438 members 
Mstep: Class 23 contains 57060 members 
Mstep: Class 24 contains 19781 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45628 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63526 members 
Mstep: Class 32 contains 45806 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1595 members 
Mstep: Class 36 contains 10821 members 
Mstep: Class 37 contains 6552 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31427 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796680.000000 Penalty: 98784.976562
Iteration 409Q: 45 clusters Score -1.277967e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23082 members 
Mstep: Class 4 contains 75532 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52582 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 76032 members 
Mstep: Class 10 contains 60539 members 
Mstep: Class 11 contains 34542 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 22011 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 75812 members 
Mstep: Class 18 contains 14518 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 83508 members 
Mstep: Class 22 contains 17326 members 
Mstep: Class 23 contains 57033 members 
Mstep: Class 24 contains 19749 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45626 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63712 members 
Mstep: Class 32 contains 45542 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 1597 members 
Mstep: Class 36 contains 10817 members 
Mstep: Class 37 contains 6551 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5912 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31517 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796832.000000 Penalty: 98784.976562
Iteration 410Q: 45 clusters Score -1.277968e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 75614 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52611 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75932 members 
Mstep: Class 10 contains 60545 members 
Mstep: Class 11 contains 34634 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 21998 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 75809 members 
Mstep: Class 18 contains 14519 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 83794 members 
Mstep: Class 22 contains 17225 members 
Mstep: Class 23 contains 57009 members 
Mstep: Class 24 contains 19704 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45628 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63860 members 
Mstep: Class 32 contains 45250 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1597 members 
Mstep: Class 36 contains 10814 members 
Mstep: Class 37 contains 6552 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31601 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796408.000000 Penalty: 98784.976562
Iteration 411Q: 45 clusters Score -1.277964e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23082 members 
Mstep: Class 4 contains 75695 members 
Mstep: Class 5 contains 19860 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52657 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75839 members 
Mstep: Class 10 contains 60550 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 5367 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 18 contains 14523 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 84063 members 
Mstep: Class 22 contains 17131 members 
Mstep: Class 23 contains 56997 members 
Mstep: Class 24 contains 19656 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45629 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64017 members 
Mstep: Class 32 contains 44996 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1597 members 
Mstep: Class 36 contains 10817 members 
Mstep: Class 37 contains 6553 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5920 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31676 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796016.000000 Penalty: 98784.976562
Iteration 412Q: 45 clusters Score -1.27796e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 75832 members 
Mstep: Class 5 contains 19781 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52707 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75737 members 
Mstep: Class 10 contains 60540 members 
Mstep: Class 11 contains 34764 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 75784 members 
Mstep: Class 18 contains 14533 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6889 members 
Mstep: Class 21 contains 84357 members 
Mstep: Class 22 contains 17026 members 
Mstep: Class 23 contains 56975 members 
Mstep: Class 24 contains 19625 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45646 members 
Mstep: Class 29 contains 2644 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64125 members 
Mstep: Class 32 contains 44725 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 1598 members 
Mstep: Class 36 contains 10818 members 
Mstep: Class 37 contains 6553 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31726 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795976.000000 Penalty: 98784.976562
Iteration 413Q: 45 clusters Score -1.27796e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 23062 members 
Mstep: Class 4 contains 75958 members 
Mstep: Class 5 contains 19708 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52757 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75614 members 
Mstep: Class 10 contains 60527 members 
Mstep: Class 11 contains 34819 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 21979 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5333 members 
Mstep: Class 17 contains 75799 members 
Mstep: Class 18 contains 14530 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 6890 members 
Mstep: Class 21 contains 84660 members 
Mstep: Class 22 contains 16945 members 
Mstep: Class 23 contains 56964 members 
Mstep: Class 24 contains 19609 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45655 members 
Mstep: Class 29 contains 2646 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64200 members 
Mstep: Class 32 contains 44423 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1598 members 
Mstep: Class 36 contains 10820 members 
Mstep: Class 37 contains 6554 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31789 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796000.000000 Penalty: 98784.976562
Iteration 414Q: 45 clusters Score -1.27796e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 23058 members 
Mstep: Class 4 contains 76088 members 
Mstep: Class 5 contains 19639 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52813 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75490 members 
Mstep: Class 10 contains 60517 members 
Mstep: Class 11 contains 34856 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 21972 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 75805 members 
Mstep: Class 18 contains 14532 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6899 members 
Mstep: Class 21 contains 84945 members 
Mstep: Class 22 contains 16868 members 
Mstep: Class 23 contains 56954 members 
Mstep: Class 24 contains 19587 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45650 members 
Mstep: Class 29 contains 2646 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64230 members 
Mstep: Class 32 contains 44161 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4800 members 
Mstep: Class 35 contains 1598 members 
Mstep: Class 36 contains 10822 members 
Mstep: Class 37 contains 6554 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5920 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31870 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795464.000000 Penalty: 98784.976562
Iteration 415Q: 45 clusters Score -1.277955e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 23062 members 
Mstep: Class 4 contains 76182 members 
Mstep: Class 5 contains 19577 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52870 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75375 members 
Mstep: Class 10 contains 60502 members 
Mstep: Class 11 contains 34883 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 21967 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 75805 members 
Mstep: Class 18 contains 14534 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6911 members 
Mstep: Class 21 contains 85207 members 
Mstep: Class 22 contains 16784 members 
Mstep: Class 23 contains 56926 members 
Mstep: Class 24 contains 19560 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45671 members 
Mstep: Class 29 contains 2647 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64305 members 
Mstep: Class 32 contains 43931 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1598 members 
Mstep: Class 36 contains 10820 members 
Mstep: Class 37 contains 6557 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 31951 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795104.000000 Penalty: 98784.976562
Iteration 416Q: 45 clusters Score -1.277951e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 23062 members 
Mstep: Class 4 contains 76301 members 
Mstep: Class 5 contains 19528 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52915 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75241 members 
Mstep: Class 10 contains 60492 members 
Mstep: Class 11 contains 34869 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 21957 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 75818 members 
Mstep: Class 18 contains 14544 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 85437 members 
Mstep: Class 22 contains 16728 members 
Mstep: Class 23 contains 56915 members 
Mstep: Class 24 contains 19531 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45663 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64379 members 
Mstep: Class 32 contains 43727 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4793 members 
Mstep: Class 35 contains 1597 members 
Mstep: Class 36 contains 10822 members 
Mstep: Class 37 contains 6554 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 32031 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794992.000000 Penalty: 98784.976562
Iteration 417Q: 45 clusters Score -1.27795e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 23070 members 
Mstep: Class 4 contains 76373 members 
Mstep: Class 5 contains 19480 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 52967 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75141 members 
Mstep: Class 10 contains 60475 members 
Mstep: Class 11 contains 34886 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 75825 members 
Mstep: Class 18 contains 14560 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6929 members 
Mstep: Class 21 contains 85632 members 
Mstep: Class 22 contains 16677 members 
Mstep: Class 23 contains 56894 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45665 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64433 members 
Mstep: Class 32 contains 43487 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1595 members 
Mstep: Class 36 contains 10820 members 
Mstep: Class 37 contains 6551 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 32129 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794968.000000 Penalty: 98784.976562
Iteration 418Q: 45 clusters Score -1.27795e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23074 members 
Mstep: Class 4 contains 76458 members 
Mstep: Class 5 contains 19440 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53020 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 75064 members 
Mstep: Class 10 contains 60470 members 
Mstep: Class 11 contains 34886 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 21959 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 75838 members 
Mstep: Class 18 contains 14569 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 85780 members 
Mstep: Class 22 contains 16631 members 
Mstep: Class 23 contains 56860 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45661 members 
Mstep: Class 29 contains 2635 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64492 members 
Mstep: Class 32 contains 43222 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1592 members 
Mstep: Class 36 contains 10823 members 
Mstep: Class 37 contains 6554 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 32244 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794912.000000 Penalty: 98784.976562
Iteration 419Q: 45 clusters Score -1.277949e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23071 members 
Mstep: Class 4 contains 76521 members 
Mstep: Class 5 contains 19416 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53079 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74999 members 
Mstep: Class 10 contains 60463 members 
Mstep: Class 11 contains 34878 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 21962 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 75854 members 
Mstep: Class 18 contains 14578 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 85910 members 
Mstep: Class 22 contains 16578 members 
Mstep: Class 23 contains 56825 members 
Mstep: Class 24 contains 19471 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45667 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64550 members 
Mstep: Class 32 contains 42968 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1590 members 
Mstep: Class 36 contains 10823 members 
Mstep: Class 37 contains 6556 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 32352 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795056.000000 Penalty: 98784.976562
Iteration 420F: 45 clusters Score -1.277951e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23072 members 
Mstep: Class 4 contains 76584 members 
Mstep: Class 5 contains 19393 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53120 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74940 members 
Mstep: Class 10 contains 60455 members 
Mstep: Class 11 contains 34837 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5164 members 
Mstep: Class 17 contains 75841 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 86030 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 56798 members 
Mstep: Class 24 contains 19444 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45680 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64609 members 
Mstep: Class 32 contains 42750 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1587 members 
Mstep: Class 36 contains 10823 members 
Mstep: Class 37 contains 6560 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 32459 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795056.000000 Penalty: 98784.976562
Iteration 421Q: 45 clusters Score -1.277951e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23061 members 
Mstep: Class 4 contains 76596 members 
Mstep: Class 5 contains 19381 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53162 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74880 members 
Mstep: Class 10 contains 60446 members 
Mstep: Class 11 contains 34815 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 21967 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5127 members 
Mstep: Class 17 contains 75837 members 
Mstep: Class 18 contains 14582 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 86138 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 56769 members 
Mstep: Class 24 contains 19408 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45679 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64652 members 
Mstep: Class 32 contains 42554 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1584 members 
Mstep: Class 36 contains 10827 members 
Mstep: Class 37 contains 6560 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 32620 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795048.000000 Penalty: 98784.976562
Iteration 422Q: 45 clusters Score -1.27795e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23053 members 
Mstep: Class 4 contains 76587 members 
Mstep: Class 5 contains 19374 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53201 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74813 members 
Mstep: Class 10 contains 60444 members 
Mstep: Class 11 contains 34788 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 21969 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5090 members 
Mstep: Class 17 contains 75857 members 
Mstep: Class 18 contains 14588 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 86234 members 
Mstep: Class 22 contains 16481 members 
Mstep: Class 23 contains 56737 members 
Mstep: Class 24 contains 19366 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45669 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64700 members 
Mstep: Class 32 contains 42379 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6558 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 32757 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795080.000000 Penalty: 98784.976562
Iteration 423Q: 45 clusters Score -1.277951e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23048 members 
Mstep: Class 4 contains 76615 members 
Mstep: Class 5 contains 19363 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53210 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74744 members 
Mstep: Class 10 contains 60452 members 
Mstep: Class 11 contains 34739 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 17 contains 75862 members 
Mstep: Class 18 contains 14593 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 86323 members 
Mstep: Class 22 contains 16454 members 
Mstep: Class 23 contains 56721 members 
Mstep: Class 24 contains 19327 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45675 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64704 members 
Mstep: Class 32 contains 42212 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1582 members 
Mstep: Class 36 contains 10825 members 
Mstep: Class 37 contains 6557 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 32936 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794696.000000 Penalty: 98784.976562
Iteration 424Q: 45 clusters Score -1.277947e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 76648 members 
Mstep: Class 5 contains 19353 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53220 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74692 members 
Mstep: Class 10 contains 60464 members 
Mstep: Class 11 contains 34672 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 21979 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 17 contains 75870 members 
Mstep: Class 18 contains 14597 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 86382 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 56706 members 
Mstep: Class 24 contains 19294 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45680 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64714 members 
Mstep: Class 32 contains 42077 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1583 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6555 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5913 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33083 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794552.000000 Penalty: 98784.976562
Iteration 425Q: 45 clusters Score -1.277946e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23037 members 
Mstep: Class 4 contains 76657 members 
Mstep: Class 5 contains 19352 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53248 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74649 members 
Mstep: Class 10 contains 60470 members 
Mstep: Class 11 contains 34596 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4991 members 
Mstep: Class 17 contains 75875 members 
Mstep: Class 18 contains 14606 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 86441 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 56680 members 
Mstep: Class 24 contains 19267 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45685 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64686 members 
Mstep: Class 32 contains 41971 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6557 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33287 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794696.000000 Penalty: 98784.976562
Iteration 426Q: 45 clusters Score -1.277947e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23032 members 
Mstep: Class 4 contains 76639 members 
Mstep: Class 5 contains 19344 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53271 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74608 members 
Mstep: Class 10 contains 60472 members 
Mstep: Class 11 contains 34538 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 75871 members 
Mstep: Class 18 contains 14614 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 86509 members 
Mstep: Class 22 contains 16381 members 
Mstep: Class 23 contains 56659 members 
Mstep: Class 24 contains 19236 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45694 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64687 members 
Mstep: Class 32 contains 41858 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1579 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6557 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33451 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 70966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794736.000000 Penalty: 98784.976562
Iteration 427Q: 45 clusters Score -1.277947e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23039 members 
Mstep: Class 4 contains 76613 members 
Mstep: Class 5 contains 19337 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53315 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74586 members 
Mstep: Class 10 contains 60468 members 
Mstep: Class 11 contains 34488 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4967 members 
Mstep: Class 17 contains 75868 members 
Mstep: Class 18 contains 14613 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 86575 members 
Mstep: Class 22 contains 16357 members 
Mstep: Class 23 contains 56631 members 
Mstep: Class 24 contains 19212 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45696 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64660 members 
Mstep: Class 32 contains 41725 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10826 members 
Mstep: Class 37 contains 6558 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5922 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33621 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794904.000000 Penalty: 98784.976562
Iteration 428Q: 45 clusters Score -1.277949e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23035 members 
Mstep: Class 4 contains 76585 members 
Mstep: Class 5 contains 19340 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53357 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74563 members 
Mstep: Class 10 contains 60466 members 
Mstep: Class 11 contains 34462 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4952 members 
Mstep: Class 17 contains 75863 members 
Mstep: Class 18 contains 14611 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 86632 members 
Mstep: Class 22 contains 16325 members 
Mstep: Class 23 contains 56605 members 
Mstep: Class 24 contains 19182 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45705 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64698 members 
Mstep: Class 32 contains 41604 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10827 members 
Mstep: Class 37 contains 6560 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33772 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794944.000000 Penalty: 98784.976562
Iteration 429Q: 45 clusters Score -1.277949e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23036 members 
Mstep: Class 4 contains 76543 members 
Mstep: Class 5 contains 19341 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53398 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74543 members 
Mstep: Class 10 contains 60459 members 
Mstep: Class 11 contains 34447 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 22005 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4937 members 
Mstep: Class 17 contains 75868 members 
Mstep: Class 18 contains 14612 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 86672 members 
Mstep: Class 22 contains 16308 members 
Mstep: Class 23 contains 56574 members 
Mstep: Class 24 contains 19157 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45704 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64701 members 
Mstep: Class 32 contains 41484 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10828 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 33949 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794824.000000 Penalty: 98784.976562
Iteration 430Q: 45 clusters Score -1.277948e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23033 members 
Mstep: Class 4 contains 76541 members 
Mstep: Class 5 contains 19334 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53446 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 74527 members 
Mstep: Class 10 contains 60456 members 
Mstep: Class 11 contains 34437 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 75866 members 
Mstep: Class 18 contains 14612 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 86725 members 
Mstep: Class 22 contains 16281 members 
Mstep: Class 23 contains 56527 members 
Mstep: Class 24 contains 19146 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45695 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64667 members 
Mstep: Class 32 contains 41349 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10828 members 
Mstep: Class 37 contains 6558 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34099 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794672.000000 Penalty: 98784.976562
Iteration 431Q: 45 clusters Score -1.277947e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23021 members 
Mstep: Class 4 contains 76576 members 
Mstep: Class 5 contains 19328 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53484 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74532 members 
Mstep: Class 10 contains 60452 members 
Mstep: Class 11 contains 34424 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 22014 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4880 members 
Mstep: Class 17 contains 75863 members 
Mstep: Class 18 contains 14606 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 86766 members 
Mstep: Class 22 contains 16256 members 
Mstep: Class 23 contains 56491 members 
Mstep: Class 24 contains 19136 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45686 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64592 members 
Mstep: Class 32 contains 41204 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10830 members 
Mstep: Class 37 contains 6557 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34291 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794880.000000 Penalty: 98784.976562
Iteration 432Q: 45 clusters Score -1.277949e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23021 members 
Mstep: Class 4 contains 76606 members 
Mstep: Class 5 contains 19314 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53517 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74538 members 
Mstep: Class 10 contains 60461 members 
Mstep: Class 11 contains 34426 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 22019 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 75856 members 
Mstep: Class 18 contains 14605 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 6969 members 
Mstep: Class 21 contains 86800 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 56454 members 
Mstep: Class 24 contains 19126 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45677 members 
Mstep: Class 29 contains 2634 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64604 members 
Mstep: Class 32 contains 41038 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10829 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5930 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34396 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794960.000000 Penalty: 98784.976562
Iteration 433Q: 45 clusters Score -1.27795e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23022 members 
Mstep: Class 4 contains 76696 members 
Mstep: Class 5 contains 19299 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53554 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74533 members 
Mstep: Class 10 contains 60464 members 
Mstep: Class 11 contains 34435 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 22021 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 75860 members 
Mstep: Class 18 contains 14606 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 86840 members 
Mstep: Class 22 contains 16204 members 
Mstep: Class 23 contains 56403 members 
Mstep: Class 24 contains 19115 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45666 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64581 members 
Mstep: Class 32 contains 40831 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10831 members 
Mstep: Class 37 contains 6564 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5932 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34508 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795208.000000 Penalty: 98784.976562
Iteration 434Q: 45 clusters Score -1.277952e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23021 members 
Mstep: Class 4 contains 76753 members 
Mstep: Class 5 contains 19280 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53593 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 60470 members 
Mstep: Class 11 contains 34456 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 22027 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 75854 members 
Mstep: Class 18 contains 14607 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 86883 members 
Mstep: Class 22 contains 16184 members 
Mstep: Class 23 contains 56354 members 
Mstep: Class 24 contains 19099 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45654 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64558 members 
Mstep: Class 32 contains 40650 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6570 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5930 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34641 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794896.000000 Penalty: 98784.976562
Iteration 435Q: 45 clusters Score -1.277949e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23024 members 
Mstep: Class 4 contains 76785 members 
Mstep: Class 5 contains 19254 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53643 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74511 members 
Mstep: Class 10 contains 60469 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4777 members 
Mstep: Class 17 contains 75849 members 
Mstep: Class 18 contains 14608 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6988 members 
Mstep: Class 21 contains 86922 members 
Mstep: Class 22 contains 16166 members 
Mstep: Class 23 contains 56296 members 
Mstep: Class 24 contains 19078 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45646 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64510 members 
Mstep: Class 32 contains 40449 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10831 members 
Mstep: Class 37 contains 6576 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5931 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34798 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794984.000000 Penalty: 98784.976562
Iteration 436Q: 45 clusters Score -1.27795e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23025 members 
Mstep: Class 4 contains 76833 members 
Mstep: Class 5 contains 19239 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53685 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74519 members 
Mstep: Class 10 contains 60462 members 
Mstep: Class 11 contains 34559 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4755 members 
Mstep: Class 17 contains 75841 members 
Mstep: Class 18 contains 14610 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 86950 members 
Mstep: Class 22 contains 16149 members 
Mstep: Class 23 contains 56242 members 
Mstep: Class 24 contains 19051 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45639 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64421 members 
Mstep: Class 32 contains 40264 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6581 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5936 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 34973 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795040.000000 Penalty: 98784.976562
Iteration 437Q: 45 clusters Score -1.27795e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23019 members 
Mstep: Class 4 contains 76875 members 
Mstep: Class 5 contains 19227 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53720 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74513 members 
Mstep: Class 10 contains 60460 members 
Mstep: Class 11 contains 34651 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 75817 members 
Mstep: Class 18 contains 14611 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 86983 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 56196 members 
Mstep: Class 24 contains 19026 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45638 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64376 members 
Mstep: Class 32 contains 40072 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6585 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5941 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 35123 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795000.000000 Penalty: 98784.976562
Iteration 438Q: 45 clusters Score -1.27795e+08 nChanged 1155
Entering ConstructFrom: 
Score: -127795000.000000 Penalty: 98784.976562
Entering ConstructFrom: 
Trying to split cluster 1 (27508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Entering Unmasked Estep 
Score: -3495734.000000 Penalty: 1661.112671
	Iteration 0F: 2 clusters Score -3495734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3477143.000000 Penalty: 3322.225342
	Iteration 0F: 3 clusters Score -3477143 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3484226.750000 Penalty: 3322.225342
	Iteration 1F: 3 clusters Score -3484227 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3484653.750000 Penalty: 3322.225342
	Iteration 2Q: 3 clusters Score -3484654 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3485117.250000 Penalty: 3322.225342
	Iteration 3Q: 3 clusters Score -3485117 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3485641.500000 Penalty: 3322.225342
	Iteration 4Q: 3 clusters Score -3485642 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3486328.250000 Penalty: 3322.225342
	Iteration 5Q: 3 clusters Score -3486328 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3487193.250000 Penalty: 3322.225342
	Iteration 6F: 3 clusters Score -3487193 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3488241.500000 Penalty: 3322.225342
	Iteration 7F: 3 clusters Score -3488242 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3489433.750000 Penalty: 3322.225342
	Iteration 8F: 3 clusters Score -3489434 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3490563.750000 Penalty: 3322.225342
	Iteration 9F: 3 clusters Score -3490564 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3491389.000000 Penalty: 3322.225342
	Iteration 10Q: 3 clusters Score -3491389 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3491906.000000 Penalty: 3322.225342
	Iteration 11Q: 3 clusters Score -3491906 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3492262.000000 Penalty: 3322.225342
	Iteration 12Q: 3 clusters Score -3492262 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3492581.750000 Penalty: 3322.225342
	Iteration 13Q: 3 clusters Score -3492582 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3492902.250000 Penalty: 3322.225342
	Iteration 14Q: 3 clusters Score -3492902 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3493180.500000 Penalty: 3322.225342
	Iteration 15Q: 3 clusters Score -3493180 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3493397.250000 Penalty: 3322.225342
	Iteration 16Q: 3 clusters Score -3493397 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3493542.250000 Penalty: 3322.225342
	Iteration 17Q: 3 clusters Score -3493542 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3493658.500000 Penalty: 3322.225342
	Iteration 18Q: 3 clusters Score -3493658 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3493739.500000 Penalty: 3322.225342
	Iteration 19Q: 3 clusters Score -3493740 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3493790.250000 Penalty: 3322.225342
	Iteration 20F: 3 clusters Score -3493790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3493851.250000 Penalty: 3322.225342
	Iteration 21Q: 3 clusters Score -3493851 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3493882.000000 Penalty: 3322.225342
	Iteration 22Q: 3 clusters Score -3493882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3493915.500000 Penalty: 3322.225342
	Iteration 23Q: 3 clusters Score -3493916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3493926.250000 Penalty: 3322.225342
	Iteration 24Q: 3 clusters Score -3493926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3493950.500000 Penalty: 3322.225342
	Iteration 25Q: 3 clusters Score -3493950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3493979.500000 Penalty: 3322.225342
	Iteration 26Q: 3 clusters Score -3493980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3493981.250000 Penalty: 3322.225342
	Iteration 27Q: 3 clusters Score -3493981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3493989.750000 Penalty: 3322.225342
	Iteration 28Q: 3 clusters Score -3493990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3494003.000000 Penalty: 3322.225342
	Iteration 29Q: 3 clusters Score -3494003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3494016.250000 Penalty: 3322.225342
	Iteration 30Q: 3 clusters Score -3494016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3494014.750000 Penalty: 3322.225342
	Iteration 31Q: 3 clusters Score -3494015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3494032.250000 Penalty: 3322.225342
	Iteration 32Q: 3 clusters Score -3494032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3494037.750000 Penalty: 3322.225342
	Iteration 33Q: 3 clusters Score -3494038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3494033.000000 Penalty: 3322.225342
	Iteration 34Q: 3 clusters Score -3494033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3494052.000000 Penalty: 3322.225342
	Iteration 35Q: 3 clusters Score -3494052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3494062.250000 Penalty: 3322.225342
	Iteration 36Q: 3 clusters Score -3494062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3494068.750000 Penalty: 3322.225342
	Iteration 37Q: 3 clusters Score -3494069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3494074.000000 Penalty: 3322.225342
	Iteration 38Q: 3 clusters Score -3494074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3494079.000000 Penalty: 3322.225342
	Iteration 39Q: 3 clusters Score -3494079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3494089.250000 Penalty: 3322.225342
	Iteration 40F: 3 clusters Score -3494089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3494100.250000 Penalty: 3322.225342
	Iteration 41Q: 3 clusters Score -3494100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3494113.750000 Penalty: 3322.225342
	Iteration 42Q: 3 clusters Score -3494114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3494113.000000 Penalty: 3322.225342
	Iteration 43Q: 3 clusters Score -3494113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3494120.000000 Penalty: 3322.225342
	Iteration 44Q: 3 clusters Score -3494120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3494120.750000 Penalty: 3322.225342
	Iteration 45Q: 3 clusters Score -3494121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3494125.000000 Penalty: 3322.225342
	Iteration 46Q: 3 clusters Score -3494125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3494124.250000 Penalty: 3322.225342
	Iteration 47Q: 3 clusters Score -3494124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3494127.500000 Penalty: 3322.225342
	Iteration 48Q: 3 clusters Score -3494128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3494140.250000 Penalty: 3322.225342
	Iteration 49Q: 3 clusters Score -3494140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3494137.000000 Penalty: 3322.225342
	Iteration 50Q: 3 clusters Score -3494137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3494137.250000 Penalty: 3322.225342
	Iteration 51Q: 3 clusters Score -3494137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3494134.750000 Penalty: 3322.225342
	Iteration 52Q: 3 clusters Score -3494135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3494139.250000 Penalty: 3322.225342
	Iteration 53Q: 3 clusters Score -3494139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3494143.250000 Penalty: 3322.225342
	Iteration 54Q: 3 clusters Score -3494143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3494145.250000 Penalty: 3322.225342
	Iteration 55Q: 3 clusters Score -3494145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3494158.250000 Penalty: 3322.225342
	Iteration 56Q: 3 clusters Score -3494158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3494159.750000 Penalty: 3322.225342
	Iteration 57Q: 3 clusters Score -3494160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3494162.500000 Penalty: 3322.225342
	Iteration 58Q: 3 clusters Score -3494162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3494159.000000 Penalty: 3322.225342
	Iteration 59Q: 3 clusters Score -3494159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3494162.500000 Penalty: 3322.225342
	Iteration 60F: 3 clusters Score -3494162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3494172.000000 Penalty: 3322.225342
	Iteration 61Q: 3 clusters Score -3494172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3494181.500000 Penalty: 3322.225342
	Iteration 62Q: 3 clusters Score -3494182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3494176.250000 Penalty: 3322.225342
	Iteration 63Q: 3 clusters Score -3494176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3494177.000000 Penalty: 3322.225342
	Iteration 64Q: 3 clusters Score -3494177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3494178.250000 Penalty: 3322.225342
	Iteration 65Q: 3 clusters Score -3494178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3494180.500000 Penalty: 3322.225342
	Iteration 66Q: 3 clusters Score -3494180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3494184.750000 Penalty: 3322.225342
	Iteration 67Q: 3 clusters Score -3494185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3494187.500000 Penalty: 3322.225342
	Iteration 68Q: 3 clusters Score -3494188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3494184.250000 Penalty: 3322.225342
	Iteration 69Q: 3 clusters Score -3494184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3494179.750000 Penalty: 3322.225342
	Iteration 70Q: 3 clusters Score -3494180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3494180.500000 Penalty: 3322.225342
	Iteration 71Q: 3 clusters Score -3494180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3494192.250000 Penalty: 3322.225342
	Iteration 72Q: 3 clusters Score -3494192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3494199.250000 Penalty: 3322.225342
	Iteration 73Q: 3 clusters Score -3494199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3494198.250000 Penalty: 3322.225342
	Iteration 74Q: 3 clusters Score -3494198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3494200.250000 Penalty: 3322.225342
	Iteration 75Q: 3 clusters Score -3494200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3494206.750000 Penalty: 3322.225342
	Iteration 76Q: 3 clusters Score -3494207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3494207.250000 Penalty: 3322.225342
	Iteration 77Q: 3 clusters Score -3494207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3494213.250000 Penalty: 3322.225342
	Iteration 78Q: 3 clusters Score -3494213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3494218.500000 Penalty: 3322.225342
	Iteration 79Q: 3 clusters Score -3494218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3494216.750000 Penalty: 3322.225342
	Iteration 80F: 3 clusters Score -3494217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3494222.750000 Penalty: 3322.225342
	Iteration 81Q: 3 clusters Score -3494223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3494224.250000 Penalty: 3322.225342
	Iteration 82Q: 3 clusters Score -3494224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3494231.500000 Penalty: 3322.225342
	Iteration 83Q: 3 clusters Score -3494232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3494247.500000 Penalty: 3322.225342
	Iteration 84Q: 3 clusters Score -3494248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3494253.250000 Penalty: 3322.225342
	Iteration 85Q: 3 clusters Score -3494253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3494268.250000 Penalty: 3322.225342
	Iteration 86Q: 3 clusters Score -3494268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3494275.000000 Penalty: 3322.225342
	Iteration 87Q: 3 clusters Score -3494275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3494285.750000 Penalty: 3322.225342
	Iteration 88Q: 3 clusters Score -3494286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3494297.250000 Penalty: 3322.225342
	Iteration 89Q: 3 clusters Score -3494297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3494339.000000 Penalty: 3322.225342
	Iteration 90Q: 3 clusters Score -3494339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3494380.750000 Penalty: 3322.225342
	Iteration 91Q: 3 clusters Score -3494381 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3494435.250000 Penalty: 3322.225342
	Iteration 92Q: 3 clusters Score -3494435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3494509.000000 Penalty: 3322.225342
	Iteration 93Q: 3 clusters Score -3494509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3494562.000000 Penalty: 3322.225342
	Iteration 94Q: 3 clusters Score -3494562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3494608.750000 Penalty: 3322.225342
	Iteration 95Q: 3 clusters Score -3494609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3494632.750000 Penalty: 3322.225342
	Iteration 96Q: 3 clusters Score -3494633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3494631.750000 Penalty: 3322.225342
	Iteration 97Q: 3 clusters Score -3494632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3494638.000000 Penalty: 3322.225342
	Iteration 98Q: 3 clusters Score -3494638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3494641.750000 Penalty: 3322.225342
	Iteration 99Q: 3 clusters Score -3494642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3494643.000000 Penalty: 3322.225342
	Iteration 100F: 3 clusters Score -3494643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3494636.500000 Penalty: 3322.225342
	Iteration 101Q: 3 clusters Score -3494636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3494633.250000 Penalty: 3322.225342
	Iteration 102Q: 3 clusters Score -3494633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3494639.500000 Penalty: 3322.225342
	Iteration 103Q: 3 clusters Score -3494640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3494638.750000 Penalty: 3322.225342
	Iteration 104Q: 3 clusters Score -3494639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3494640.750000 Penalty: 3322.225342
	Iteration 105Q: 3 clusters Score -3494641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3494643.000000 Penalty: 3322.225342
	Iteration 106Q: 3 clusters Score -3494643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3494648.750000 Penalty: 3322.225342
	Iteration 107Q: 3 clusters Score -3494649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3494653.000000 Penalty: 3322.225342
	Iteration 108Q: 3 clusters Score -3494653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3494654.750000 Penalty: 3322.225342
	Iteration 109Q: 3 clusters Score -3494655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3494656.750000 Penalty: 3322.225342
	Iteration 110Q: 3 clusters Score -3494657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3494654.750000 Penalty: 3322.225342
	Iteration 111Q: 3 clusters Score -3494655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3494661.250000 Penalty: 3322.225342
	Iteration 112Q: 3 clusters Score -3494661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3494662.500000 Penalty: 3322.225342
	Iteration 113Q: 3 clusters Score -3494662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3494659.750000 Penalty: 3322.225342
	Iteration 114Q: 3 clusters Score -3494660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3494662.750000 Penalty: 3322.225342
	Iteration 115Q: 3 clusters Score -3494663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3494663.500000 Penalty: 3322.225342
	Iteration 116Q: 3 clusters Score -3494664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3494664.000000 Penalty: 3322.225342
	Iteration 117Q: 3 clusters Score -3494664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3494664.250000 Penalty: 3322.225342
	Iteration 118Q: 3 clusters Score -3494664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3494658.250000 Penalty: 3322.225342
	Iteration 119Q: 3 clusters Score -3494658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3494655.000000 Penalty: 3322.225342
	Iteration 120F: 3 clusters Score -3494655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -698912.187500 Penalty: 1398.939697
	Iteration 0F: 2 clusters Score -698912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -694658.500000 Penalty: 2797.879395
	Iteration 0F: 3 clusters Score -694658.5 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -695877.062500 Penalty: 2797.879395
	Iteration 1F: 3 clusters Score -695877.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -696139.812500 Penalty: 2797.879395
	Iteration 2F: 3 clusters Score -696139.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -696402.937500 Penalty: 2797.879395
	Iteration 3F: 3 clusters Score -696402.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -696654.312500 Penalty: 2797.879395
	Iteration 4F: 3 clusters Score -696654.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -696909.875000 Penalty: 2797.879395
	Iteration 5F: 3 clusters Score -696909.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -697148.875000 Penalty: 2797.879395
	Iteration 6F: 3 clusters Score -697148.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -697348.250000 Penalty: 2797.879395
	Iteration 7Q: 3 clusters Score -697348.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -697519.375000 Penalty: 2797.879395
	Iteration 8Q: 3 clusters Score -697519.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -697651.937500 Penalty: 2797.879395
	Iteration 9Q: 3 clusters Score -697651.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -697780.750000 Penalty: 2797.879395
	Iteration 10Q: 3 clusters Score -697780.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -697877.562500 Penalty: 2797.879395
	Iteration 11Q: 3 clusters Score -697877.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -697994.625000 Penalty: 2797.879395
	Iteration 12Q: 3 clusters Score -697994.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -698094.125000 Penalty: 2797.879395
	Iteration 13Q: 3 clusters Score -698094.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -698157.562500 Penalty: 2797.879395
	Iteration 14Q: 3 clusters Score -698157.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -698188.250000 Penalty: 2797.879395
	Iteration 15Q: 3 clusters Score -698188.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -698213.750000 Penalty: 2797.879395
	Iteration 16Q: 3 clusters Score -698213.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -698229.000000 Penalty: 2797.879395
	Iteration 17Q: 3 clusters Score -698229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -698244.125000 Penalty: 2797.879395
	Iteration 18Q: 3 clusters Score -698244.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -698251.562500 Penalty: 2797.879395
	Iteration 19Q: 3 clusters Score -698251.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -698257.750000 Penalty: 2797.879395
	Iteration 20F: 3 clusters Score -698257.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -698262.437500 Penalty: 2797.879395
	Iteration 21Q: 3 clusters Score -698262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -698268.437500 Penalty: 2797.879395
	Iteration 22Q: 3 clusters Score -698268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -698268.312500 Penalty: 2797.879395
	Iteration 23Q: 3 clusters Score -698268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -698270.562500 Penalty: 2797.879395
	Iteration 24Q: 3 clusters Score -698270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -698271.437500 Penalty: 2797.879395
	Iteration 25Q: 3 clusters Score -698271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -698273.125000 Penalty: 2797.879395
	Iteration 26Q: 3 clusters Score -698273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -698273.375000 Penalty: 2797.879395
	Iteration 27Q: 3 clusters Score -698273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -698273.000000 Penalty: 2797.879395
	Iteration 28Q: 3 clusters Score -698273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -698273.000000 Penalty: 2797.879395
	Iteration 29F: 3 clusters Score -698273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Entering Unmasked Estep 
Score: -2903329.250000 Penalty: 1632.148071
	Iteration 0F: 2 clusters Score -2903329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2887727.250000 Penalty: 3264.296143
	Iteration 0F: 3 clusters Score -2887727 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2893536.000000 Penalty: 3264.296143
	Iteration 1F: 3 clusters Score -2893536 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2894099.750000 Penalty: 3264.296143
	Iteration 2F: 3 clusters Score -2894100 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2894653.750000 Penalty: 3264.296143
	Iteration 3F: 3 clusters Score -2894654 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2895380.750000 Penalty: 3264.296143
	Iteration 4F: 3 clusters Score -2895381 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2896284.000000 Penalty: 3264.296143
	Iteration 5F: 3 clusters Score -2896284 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2897371.750000 Penalty: 3264.296143
	Iteration 6F: 3 clusters Score -2897372 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2898531.000000 Penalty: 3264.296143
	Iteration 7F: 3 clusters Score -2898531 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2899569.250000 Penalty: 3264.296143
	Iteration 8F: 3 clusters Score -2899569 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2900326.750000 Penalty: 3264.296143
	Iteration 9Q: 3 clusters Score -2900327 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2900817.750000 Penalty: 3264.296143
	Iteration 10Q: 3 clusters Score -2900818 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2901103.500000 Penalty: 3264.296143
	Iteration 11Q: 3 clusters Score -2901104 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2901332.000000 Penalty: 3264.296143
	Iteration 12Q: 3 clusters Score -2901332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2901519.500000 Penalty: 3264.296143
	Iteration 13Q: 3 clusters Score -2901520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2901640.750000 Penalty: 3264.296143
	Iteration 14Q: 3 clusters Score -2901641 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2901732.500000 Penalty: 3264.296143
	Iteration 15Q: 3 clusters Score -2901732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2901795.500000 Penalty: 3264.296143
	Iteration 16Q: 3 clusters Score -2901796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2901851.500000 Penalty: 3264.296143
	Iteration 17Q: 3 clusters Score -2901852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2901907.000000 Penalty: 3264.296143
	Iteration 18Q: 3 clusters Score -2901907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2901949.250000 Penalty: 3264.296143
	Iteration 19Q: 3 clusters Score -2901949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2901978.250000 Penalty: 3264.296143
	Iteration 20F: 3 clusters Score -2901978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2901997.000000 Penalty: 3264.296143
	Iteration 21Q: 3 clusters Score -2901997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2902018.750000 Penalty: 3264.296143
	Iteration 22Q: 3 clusters Score -2902019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2902034.500000 Penalty: 3264.296143
	Iteration 23Q: 3 clusters Score -2902034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2902036.500000 Penalty: 3264.296143
	Iteration 24Q: 3 clusters Score -2902036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2902046.000000 Penalty: 3264.296143
	Iteration 25Q: 3 clusters Score -2902046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2902058.250000 Penalty: 3264.296143
	Iteration 26Q: 3 clusters Score -2902058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2902059.000000 Penalty: 3264.296143
	Iteration 27Q: 3 clusters Score -2902059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2902064.750000 Penalty: 3264.296143
	Iteration 28Q: 3 clusters Score -2902065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2902066.250000 Penalty: 3264.296143
	Iteration 29Q: 3 clusters Score -2902066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2902070.000000 Penalty: 3264.296143
	Iteration 30Q: 3 clusters Score -2902070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2902073.250000 Penalty: 3264.296143
	Iteration 31Q: 3 clusters Score -2902073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2902076.250000 Penalty: 3264.296143
	Iteration 32Q: 3 clusters Score -2902076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2902074.750000 Penalty: 3264.296143
	Iteration 33Q: 3 clusters Score -2902075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2902077.500000 Penalty: 3264.296143
	Iteration 34Q: 3 clusters Score -2902078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2902081.750000 Penalty: 3264.296143
	Iteration 35Q: 3 clusters Score -2902082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2902085.500000 Penalty: 3264.296143
	Iteration 36Q: 3 clusters Score -2902086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2902086.000000 Penalty: 3264.296143
	Iteration 37Q: 3 clusters Score -2902086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2902088.500000 Penalty: 3264.296143
	Iteration 38Q: 3 clusters Score -2902088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2902091.750000 Penalty: 3264.296143
	Iteration 39Q: 3 clusters Score -2902092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2902092.500000 Penalty: 3264.296143
	Iteration 40F: 3 clusters Score -2902092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2902092.500000 Penalty: 3264.296143
	Iteration 41Q: 3 clusters Score -2902092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2902094.500000 Penalty: 3264.296143
	Iteration 42Q: 3 clusters Score -2902094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2902094.500000 Penalty: 3264.296143
	Iteration 43F: 3 clusters Score -2902094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (76934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Entering Unmasked Estep 
Score: -10216990.000000 Penalty: 1828.239258
	Iteration 0F: 2 clusters Score -1.021699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -10168455.000000 Penalty: 3656.478516
	Iteration 0F: 3 clusters Score -1.016846e+07 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -10189287.000000 Penalty: 3656.478516
	Iteration 1F: 3 clusters Score -1.018929e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -10189878.000000 Penalty: 3656.478516
	Iteration 2Q: 3 clusters Score -1.018988e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -10190813.000000 Penalty: 3656.478516
	Iteration 3Q: 3 clusters Score -1.019081e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -10192325.000000 Penalty: 3656.478516
	Iteration 4Q: 3 clusters Score -1.019232e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -10194751.000000 Penalty: 3656.478516
	Iteration 5F: 3 clusters Score -1.019475e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -10198486.000000 Penalty: 3656.478516
	Iteration 6F: 3 clusters Score -1.019849e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -10203217.000000 Penalty: 3656.478516
	Iteration 7F: 3 clusters Score -1.020322e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -10207593.000000 Penalty: 3656.478516
	Iteration 8F: 3 clusters Score -1.020759e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -10210952.000000 Penalty: 3656.478516
	Iteration 9F: 3 clusters Score -1.021095e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -10213070.000000 Penalty: 3656.478516
	Iteration 10Q: 3 clusters Score -1.021307e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -10214157.000000 Penalty: 3656.478516
	Iteration 11Q: 3 clusters Score -1.021416e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -10214622.000000 Penalty: 3656.478516
	Iteration 12Q: 3 clusters Score -1.021462e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -10214930.000000 Penalty: 3656.478516
	Iteration 13Q: 3 clusters Score -1.021493e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -10215101.000000 Penalty: 3656.478516
	Iteration 14Q: 3 clusters Score -1.02151e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -10215194.000000 Penalty: 3656.478516
	Iteration 15Q: 3 clusters Score -1.021519e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -10215248.000000 Penalty: 3656.478516
	Iteration 16Q: 3 clusters Score -1.021525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -10215267.000000 Penalty: 3656.478516
	Iteration 17Q: 3 clusters Score -1.021527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -10215291.000000 Penalty: 3656.478516
	Iteration 18Q: 3 clusters Score -1.021529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -10215328.000000 Penalty: 3656.478516
	Iteration 19Q: 3 clusters Score -1.021533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -10215344.000000 Penalty: 3656.478516
	Iteration 20F: 3 clusters Score -1.021534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -10215353.000000 Penalty: 3656.478516
	Iteration 21Q: 3 clusters Score -1.021535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -10215371.000000 Penalty: 3656.478516
	Iteration 22Q: 3 clusters Score -1.021537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -10215364.000000 Penalty: 3656.478516
	Iteration 23Q: 3 clusters Score -1.021536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -10215365.000000 Penalty: 3656.478516
	Iteration 24Q: 3 clusters Score -1.021536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -10215359.000000 Penalty: 3656.478516
	Iteration 25Q: 3 clusters Score -1.021536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -10215364.000000 Penalty: 3656.478516
	Iteration 26Q: 3 clusters Score -1.021536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -10215369.000000 Penalty: 3656.478516
	Iteration 27Q: 3 clusters Score -1.021537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -10215376.000000 Penalty: 3656.478516
	Iteration 28Q: 3 clusters Score -1.021538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -10215376.000000 Penalty: 3656.478516
	Iteration 29Q: 3 clusters Score -1.021538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -10215374.000000 Penalty: 3656.478516
	Iteration 30Q: 3 clusters Score -1.021537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -10215374.000000 Penalty: 3656.478516
	Iteration 31F: 3 clusters Score -1.021537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Entering Unmasked Estep 
Score: -2543002.000000 Penalty: 1602.852295
	Iteration 0F: 2 clusters Score -2543002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2529851.500000 Penalty: 3205.704590
	Iteration 0F: 3 clusters Score -2529852 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2534528.000000 Penalty: 3205.704590
	Iteration 1F: 3 clusters Score -2534528 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2534899.500000 Penalty: 3205.704590
	Iteration 2F: 3 clusters Score -2534900 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2535330.750000 Penalty: 3205.704590
	Iteration 3F: 3 clusters Score -2535331 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2535937.250000 Penalty: 3205.704590
	Iteration 4F: 3 clusters Score -2535937 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2536929.750000 Penalty: 3205.704590
	Iteration 5F: 3 clusters Score -2536930 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2538225.500000 Penalty: 3205.704590
	Iteration 6F: 3 clusters Score -2538226 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2539529.000000 Penalty: 3205.704590
	Iteration 7F: 3 clusters Score -2539529 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2540561.250000 Penalty: 3205.704590
	Iteration 8F: 3 clusters Score -2540561 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2541111.000000 Penalty: 3205.704590
	Iteration 9Q: 3 clusters Score -2541111 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2541363.250000 Penalty: 3205.704590
	Iteration 10Q: 3 clusters Score -2541363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2541487.000000 Penalty: 3205.704590
	Iteration 11Q: 3 clusters Score -2541487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2541537.750000 Penalty: 3205.704590
	Iteration 12Q: 3 clusters Score -2541538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2541554.250000 Penalty: 3205.704590
	Iteration 13Q: 3 clusters Score -2541554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2541568.000000 Penalty: 3205.704590
	Iteration 14Q: 3 clusters Score -2541568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2541576.750000 Penalty: 3205.704590
	Iteration 15Q: 3 clusters Score -2541577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2541585.250000 Penalty: 3205.704590
	Iteration 16Q: 3 clusters Score -2541585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2541590.000000 Penalty: 3205.704590
	Iteration 17Q: 3 clusters Score -2541590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2541594.500000 Penalty: 3205.704590
	Iteration 18Q: 3 clusters Score -2541594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2541599.250000 Penalty: 3205.704590
	Iteration 19Q: 3 clusters Score -2541599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2541599.250000 Penalty: 3205.704590
	Iteration 20F: 3 clusters Score -2541599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53530.054688 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53530.05 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 242 members 
Entering Unmasked Estep 
Score: -52525.300781 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52525.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52750.812500 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52750.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52883.347656 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52883.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52977.386719 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -52977.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53109.582031 Penalty: 2028.722534
	Iteration 4F: 3 clusters Score -53109.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53178.878906 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -53178.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53235.136719 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -53235.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53266.546875 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -53266.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53285.230469 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53285.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53303.207031 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53303.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53308.683594 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53308.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53324.746094 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -53324.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53325.441406 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -53325.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53325.441406 Penalty: 2028.722534
	Iteration 13F: 3 clusters Score -53325.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Entering Unmasked Estep 
Score: -7153941.500000 Penalty: 1770.038696
	Iteration 0F: 2 clusters Score -7153942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -7118019.500000 Penalty: 3540.077393
	Iteration 0F: 3 clusters Score -7118020 nChanged 25357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -7132357.500000 Penalty: 3540.077393
	Iteration 1F: 3 clusters Score -7132358 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -7133099.000000 Penalty: 3540.077393
	Iteration 2Q: 3 clusters Score -7133099 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7134321.000000 Penalty: 3540.077393
	Iteration 3Q: 3 clusters Score -7134321 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -7136466.500000 Penalty: 3540.077393
	Iteration 4F: 3 clusters Score -7136466 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -7139965.000000 Penalty: 3540.077393
	Iteration 5F: 3 clusters Score -7139965 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7144363.000000 Penalty: 3540.077393
	Iteration 6F: 3 clusters Score -7144363 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7148542.000000 Penalty: 3540.077393
	Iteration 7F: 3 clusters Score -7148542 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7150953.500000 Penalty: 3540.077393
	Iteration 8Q: 3 clusters Score -7150954 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7151893.500000 Penalty: 3540.077393
	Iteration 9Q: 3 clusters Score -7151894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7152196.500000 Penalty: 3540.077393
	Iteration 10Q: 3 clusters Score -7152196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7152296.500000 Penalty: 3540.077393
	Iteration 11Q: 3 clusters Score -7152296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7152331.000000 Penalty: 3540.077393
	Iteration 12Q: 3 clusters Score -7152331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7152346.000000 Penalty: 3540.077393
	Iteration 13Q: 3 clusters Score -7152346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7152357.500000 Penalty: 3540.077393
	Iteration 14Q: 3 clusters Score -7152358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7152368.000000 Penalty: 3540.077393
	Iteration 15Q: 3 clusters Score -7152368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7152363.000000 Penalty: 3540.077393
	Iteration 16Q: 3 clusters Score -7152363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7152366.500000 Penalty: 3540.077393
	Iteration 17Q: 3 clusters Score -7152366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7152367.500000 Penalty: 3540.077393
	Iteration 18Q: 3 clusters Score -7152368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7152367.500000 Penalty: 3540.077393
	Iteration 19F: 3 clusters Score -7152368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -611716.125000 Penalty: 1376.629761
	Iteration 0F: 2 clusters Score -611716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -607842.562500 Penalty: 2753.259521
	Iteration 0F: 3 clusters Score -607842.6 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -608995.125000 Penalty: 2753.259521
	Iteration 1F: 3 clusters Score -608995.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -609158.375000 Penalty: 2753.259521
	Iteration 2F: 3 clusters Score -609158.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -609303.000000 Penalty: 2753.259521
	Iteration 3F: 3 clusters Score -609303 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -609435.687500 Penalty: 2753.259521
	Iteration 4Q: 3 clusters Score -609435.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -609586.187500 Penalty: 2753.259521
	Iteration 5Q: 3 clusters Score -609586.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -609744.875000 Penalty: 2753.259521
	Iteration 6Q: 3 clusters Score -609744.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -609906.875000 Penalty: 2753.259521
	Iteration 7Q: 3 clusters Score -609906.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -610069.437500 Penalty: 2753.259521
	Iteration 8Q: 3 clusters Score -610069.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -610212.437500 Penalty: 2753.259521
	Iteration 9Q: 3 clusters Score -610212.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -610297.500000 Penalty: 2753.259521
	Iteration 10Q: 3 clusters Score -610297.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -610367.875000 Penalty: 2753.259521
	Iteration 11Q: 3 clusters Score -610367.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -610428.875000 Penalty: 2753.259521
	Iteration 12Q: 3 clusters Score -610428.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -610474.500000 Penalty: 2753.259521
	Iteration 13Q: 3 clusters Score -610474.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -610499.875000 Penalty: 2753.259521
	Iteration 14Q: 3 clusters Score -610499.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -610516.125000 Penalty: 2753.259521
	Iteration 15Q: 3 clusters Score -610516.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -610526.812500 Penalty: 2753.259521
	Iteration 16Q: 3 clusters Score -610526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -610533.375000 Penalty: 2753.259521
	Iteration 17Q: 3 clusters Score -610533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -610535.250000 Penalty: 2753.259521
	Iteration 18Q: 3 clusters Score -610535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -610538.375000 Penalty: 2753.259521
	Iteration 19Q: 3 clusters Score -610538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -610542.062500 Penalty: 2753.259521
	Iteration 20F: 3 clusters Score -610542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -610543.625000 Penalty: 2753.259521
	Iteration 21Q: 3 clusters Score -610543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -610544.875000 Penalty: 2753.259521
	Iteration 22Q: 3 clusters Score -610544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -610545.500000 Penalty: 2753.259521
	Iteration 23Q: 3 clusters Score -610545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -610548.250000 Penalty: 2753.259521
	Iteration 24Q: 3 clusters Score -610548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -610548.250000 Penalty: 2753.259521
	Iteration 25F: 3 clusters Score -610548.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Entering Unmasked Estep 
Score: -9811742.000000 Penalty: 1823.091309
	Iteration 0F: 2 clusters Score -9811742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -9763775.000000 Penalty: 3646.182617
	Iteration 0F: 3 clusters Score -9763775 nChanged 35448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -9784044.000000 Penalty: 3646.182617
	Iteration 1F: 3 clusters Score -9784044 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -9784908.000000 Penalty: 3646.182617
	Iteration 2Q: 3 clusters Score -9784908 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -9786581.000000 Penalty: 3646.182617
	Iteration 3Q: 3 clusters Score -9786581 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -9789609.000000 Penalty: 3646.182617
	Iteration 4F: 3 clusters Score -9789609 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -9794653.000000 Penalty: 3646.182617
	Iteration 5F: 3 clusters Score -9794653 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -9800879.000000 Penalty: 3646.182617
	Iteration 6F: 3 clusters Score -9800879 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9805842.000000 Penalty: 3646.182617
	Iteration 7F: 3 clusters Score -9805842 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9808638.000000 Penalty: 3646.182617
	Iteration 8Q: 3 clusters Score -9808638 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9809668.000000 Penalty: 3646.182617
	Iteration 9Q: 3 clusters Score -9809668 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9809939.000000 Penalty: 3646.182617
	Iteration 10Q: 3 clusters Score -9809939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9810023.000000 Penalty: 3646.182617
	Iteration 11Q: 3 clusters Score -9810023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9810064.000000 Penalty: 3646.182617
	Iteration 12Q: 3 clusters Score -9810064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9810084.000000 Penalty: 3646.182617
	Iteration 13Q: 3 clusters Score -9810084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9810096.000000 Penalty: 3646.182617
	Iteration 14Q: 3 clusters Score -9810096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9810105.000000 Penalty: 3646.182617
	Iteration 15Q: 3 clusters Score -9810105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9810108.000000 Penalty: 3646.182617
	Iteration 16Q: 3 clusters Score -9810108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9810124.000000 Penalty: 3646.182617
	Iteration 17Q: 3 clusters Score -9810124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9810124.000000 Penalty: 3646.182617
	Iteration 18Q: 3 clusters Score -9810124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9810124.000000 Penalty: 3646.182617
	Iteration 19F: 3 clusters Score -9810124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Entering Unmasked Estep 
Score: -7719422.000000 Penalty: 1789.055420
	Iteration 0F: 2 clusters Score -7719422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7678817.000000 Penalty: 3578.110840
	Iteration 0F: 3 clusters Score -7678817 nChanged 28663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -7695327.000000 Penalty: 3578.110840
	Iteration 1F: 3 clusters Score -7695327 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -7696046.000000 Penalty: 3578.110840
	Iteration 2Q: 3 clusters Score -7696046 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -7696880.500000 Penalty: 3578.110840
	Iteration 3Q: 3 clusters Score -7696880 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -7698011.500000 Penalty: 3578.110840
	Iteration 4Q: 3 clusters Score -7698012 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -7699497.000000 Penalty: 3578.110840
	Iteration 5F: 3 clusters Score -7699497 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -7701342.000000 Penalty: 3578.110840
	Iteration 6F: 3 clusters Score -7701342 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -7703461.000000 Penalty: 3578.110840
	Iteration 7F: 3 clusters Score -7703461 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -7705870.500000 Penalty: 3578.110840
	Iteration 8F: 3 clusters Score -7705870 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -7708159.500000 Penalty: 3578.110840
	Iteration 9F: 3 clusters Score -7708160 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7710104.000000 Penalty: 3578.110840
	Iteration 10Q: 3 clusters Score -7710104 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -7711337.000000 Penalty: 3578.110840
	Iteration 11Q: 3 clusters Score -7711337 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -7711950.500000 Penalty: 3578.110840
	Iteration 12Q: 3 clusters Score -7711950 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -7712351.500000 Penalty: 3578.110840
	Iteration 13Q: 3 clusters Score -7712352 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -7712741.500000 Penalty: 3578.110840
	Iteration 14Q: 3 clusters Score -7712742 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -7713030.500000 Penalty: 3578.110840
	Iteration 15Q: 3 clusters Score -7713030 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -7713358.000000 Penalty: 3578.110840
	Iteration 16Q: 3 clusters Score -7713358 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -7713634.500000 Penalty: 3578.110840
	Iteration 17Q: 3 clusters Score -7713634 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -7713996.000000 Penalty: 3578.110840
	Iteration 18Q: 3 clusters Score -7713996 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -7714388.500000 Penalty: 3578.110840
	Iteration 19Q: 3 clusters Score -7714388 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -7714732.500000 Penalty: 3578.110840
	Iteration 20F: 3 clusters Score -7714732 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -7715138.000000 Penalty: 3578.110840
	Iteration 21Q: 3 clusters Score -7715138 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -7715469.000000 Penalty: 3578.110840
	Iteration 22Q: 3 clusters Score -7715469 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -7715806.000000 Penalty: 3578.110840
	Iteration 23Q: 3 clusters Score -7715806 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -7716112.000000 Penalty: 3578.110840
	Iteration 24Q: 3 clusters Score -7716112 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -7716363.500000 Penalty: 3578.110840
	Iteration 25Q: 3 clusters Score -7716364 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7716660.000000 Penalty: 3578.110840
	Iteration 26Q: 3 clusters Score -7716660 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -7716925.500000 Penalty: 3578.110840
	Iteration 27Q: 3 clusters Score -7716926 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7717189.000000 Penalty: 3578.110840
	Iteration 28Q: 3 clusters Score -7717189 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7717370.000000 Penalty: 3578.110840
	Iteration 29Q: 3 clusters Score -7717370 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -7717576.000000 Penalty: 3578.110840
	Iteration 30Q: 3 clusters Score -7717576 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7717711.500000 Penalty: 3578.110840
	Iteration 31Q: 3 clusters Score -7717712 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7717837.500000 Penalty: 3578.110840
	Iteration 32Q: 3 clusters Score -7717838 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7717931.000000 Penalty: 3578.110840
	Iteration 33Q: 3 clusters Score -7717931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7717986.500000 Penalty: 3578.110840
	Iteration 34Q: 3 clusters Score -7717986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7718030.000000 Penalty: 3578.110840
	Iteration 35Q: 3 clusters Score -7718030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7718094.500000 Penalty: 3578.110840
	Iteration 36Q: 3 clusters Score -7718094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7718157.500000 Penalty: 3578.110840
	Iteration 37Q: 3 clusters Score -7718158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7718181.500000 Penalty: 3578.110840
	Iteration 38Q: 3 clusters Score -7718182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7718216.000000 Penalty: 3578.110840
	Iteration 39Q: 3 clusters Score -7718216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7718233.000000 Penalty: 3578.110840
	Iteration 40F: 3 clusters Score -7718233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7718241.500000 Penalty: 3578.110840
	Iteration 41Q: 3 clusters Score -7718242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7718260.500000 Penalty: 3578.110840
	Iteration 42Q: 3 clusters Score -7718260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7718260.000000 Penalty: 3578.110840
	Iteration 43Q: 3 clusters Score -7718260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7718259.500000 Penalty: 3578.110840
	Iteration 44Q: 3 clusters Score -7718260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7718266.000000 Penalty: 3578.110840
	Iteration 45Q: 3 clusters Score -7718266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7718284.000000 Penalty: 3578.110840
	Iteration 46Q: 3 clusters Score -7718284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7718291.500000 Penalty: 3578.110840
	Iteration 47Q: 3 clusters Score -7718292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7718297.500000 Penalty: 3578.110840
	Iteration 48Q: 3 clusters Score -7718298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7718310.000000 Penalty: 3578.110840
	Iteration 49Q: 3 clusters Score -7718310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7718305.000000 Penalty: 3578.110840
	Iteration 50Q: 3 clusters Score -7718305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7718307.000000 Penalty: 3578.110840
	Iteration 51Q: 3 clusters Score -7718307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7718307.000000 Penalty: 3578.110840
	Iteration 52Q: 3 clusters Score -7718307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7718323.000000 Penalty: 3578.110840
	Iteration 53Q: 3 clusters Score -7718323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7718322.500000 Penalty: 3578.110840
	Iteration 54Q: 3 clusters Score -7718322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7718324.000000 Penalty: 3578.110840
	Iteration 55Q: 3 clusters Score -7718324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7718326.500000 Penalty: 3578.110840
	Iteration 56Q: 3 clusters Score -7718326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7718325.500000 Penalty: 3578.110840
	Iteration 57Q: 3 clusters Score -7718326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7718324.000000 Penalty: 3578.110840
	Iteration 58Q: 3 clusters Score -7718324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7718322.500000 Penalty: 3578.110840
	Iteration 59Q: 3 clusters Score -7718322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7718321.000000 Penalty: 3578.110840
	Iteration 60F: 3 clusters Score -7718321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7718325.500000 Penalty: 3578.110840
	Iteration 61Q: 3 clusters Score -7718326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7718332.500000 Penalty: 3578.110840
	Iteration 62Q: 3 clusters Score -7718332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7718334.500000 Penalty: 3578.110840
	Iteration 63Q: 3 clusters Score -7718334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7718327.000000 Penalty: 3578.110840
	Iteration 64Q: 3 clusters Score -7718327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7718325.500000 Penalty: 3578.110840
	Iteration 65Q: 3 clusters Score -7718326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7718328.500000 Penalty: 3578.110840
	Iteration 66Q: 3 clusters Score -7718328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7718334.500000 Penalty: 3578.110840
	Iteration 67Q: 3 clusters Score -7718334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7718329.500000 Penalty: 3578.110840
	Iteration 68Q: 3 clusters Score -7718330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7718329.500000 Penalty: 3578.110840
	Iteration 69Q: 3 clusters Score -7718330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7718329.500000 Penalty: 3578.110840
	Iteration 70Q: 3 clusters Score -7718330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7718334.500000 Penalty: 3578.110840
	Iteration 71Q: 3 clusters Score -7718334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7718334.500000 Penalty: 3578.110840
	Iteration 72Q: 3 clusters Score -7718334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7718338.500000 Penalty: 3578.110840
	Iteration 73Q: 3 clusters Score -7718338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7718342.500000 Penalty: 3578.110840
	Iteration 74Q: 3 clusters Score -7718342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7718347.500000 Penalty: 3578.110840
	Iteration 75Q: 3 clusters Score -7718348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7718351.000000 Penalty: 3578.110840
	Iteration 76Q: 3 clusters Score -7718351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7718348.000000 Penalty: 3578.110840
	Iteration 77Q: 3 clusters Score -7718348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7718348.000000 Penalty: 3578.110840
	Iteration 78Q: 3 clusters Score -7718348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7718343.500000 Penalty: 3578.110840
	Iteration 79Q: 3 clusters Score -7718344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7718343.500000 Penalty: 3578.110840
	Iteration 80F: 3 clusters Score -7718344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Entering Unmasked Estep 
Score: -4633853.500000 Penalty: 1699.061279
	Iteration 0F: 2 clusters Score -4633854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4610432.000000 Penalty: 3398.122559
	Iteration 0F: 3 clusters Score -4610432 nChanged 16177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -4619489.000000 Penalty: 3398.122559
	Iteration 1F: 3 clusters Score -4619489 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4619877.500000 Penalty: 3398.122559
	Iteration 2Q: 3 clusters Score -4619878 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4620236.000000 Penalty: 3398.122559
	Iteration 3Q: 3 clusters Score -4620236 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4620703.500000 Penalty: 3398.122559
	Iteration 4Q: 3 clusters Score -4620704 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4621324.500000 Penalty: 3398.122559
	Iteration 5Q: 3 clusters Score -4621324 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -4622178.500000 Penalty: 3398.122559
	Iteration 6Q: 3 clusters Score -4622178 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4623403.500000 Penalty: 3398.122559
	Iteration 7F: 3 clusters Score -4623404 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -4625082.500000 Penalty: 3398.122559
	Iteration 8F: 3 clusters Score -4625082 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4627021.000000 Penalty: 3398.122559
	Iteration 9F: 3 clusters Score -4627021 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4628815.000000 Penalty: 3398.122559
	Iteration 10F: 3 clusters Score -4628815 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4630191.000000 Penalty: 3398.122559
	Iteration 11Q: 3 clusters Score -4630191 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4631052.500000 Penalty: 3398.122559
	Iteration 12Q: 3 clusters Score -4631052 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4631615.500000 Penalty: 3398.122559
	Iteration 13Q: 3 clusters Score -4631616 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4631922.500000 Penalty: 3398.122559
	Iteration 14Q: 3 clusters Score -4631922 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4632073.000000 Penalty: 3398.122559
	Iteration 15Q: 3 clusters Score -4632073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4632160.000000 Penalty: 3398.122559
	Iteration 16Q: 3 clusters Score -4632160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4632218.500000 Penalty: 3398.122559
	Iteration 17Q: 3 clusters Score -4632218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4632267.000000 Penalty: 3398.122559
	Iteration 18Q: 3 clusters Score -4632267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4632310.000000 Penalty: 3398.122559
	Iteration 19Q: 3 clusters Score -4632310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4632345.000000 Penalty: 3398.122559
	Iteration 20F: 3 clusters Score -4632345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4632373.500000 Penalty: 3398.122559
	Iteration 21Q: 3 clusters Score -4632374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4632390.500000 Penalty: 3398.122559
	Iteration 22Q: 3 clusters Score -4632390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4632401.000000 Penalty: 3398.122559
	Iteration 23Q: 3 clusters Score -4632401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4632409.000000 Penalty: 3398.122559
	Iteration 24Q: 3 clusters Score -4632409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4632410.000000 Penalty: 3398.122559
	Iteration 25Q: 3 clusters Score -4632410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4632414.000000 Penalty: 3398.122559
	Iteration 26Q: 3 clusters Score -4632414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4632427.500000 Penalty: 3398.122559
	Iteration 27Q: 3 clusters Score -4632428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4632434.500000 Penalty: 3398.122559
	Iteration 28Q: 3 clusters Score -4632434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4632438.500000 Penalty: 3398.122559
	Iteration 29Q: 3 clusters Score -4632438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4632443.000000 Penalty: 3398.122559
	Iteration 30Q: 3 clusters Score -4632443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4632444.500000 Penalty: 3398.122559
	Iteration 31Q: 3 clusters Score -4632444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4632450.000000 Penalty: 3398.122559
	Iteration 32Q: 3 clusters Score -4632450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4632462.500000 Penalty: 3398.122559
	Iteration 33Q: 3 clusters Score -4632462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4632463.500000 Penalty: 3398.122559
	Iteration 34Q: 3 clusters Score -4632464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4632462.000000 Penalty: 3398.122559
	Iteration 35Q: 3 clusters Score -4632462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4632467.500000 Penalty: 3398.122559
	Iteration 36Q: 3 clusters Score -4632468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4632470.000000 Penalty: 3398.122559
	Iteration 37Q: 3 clusters Score -4632470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4632470.000000 Penalty: 3398.122559
	Iteration 38F: 3 clusters Score -4632470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Entering Unmasked Estep 
Score: -385020.343750 Penalty: 1314.939209
	Iteration 0F: 2 clusters Score -385020.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -382100.718750 Penalty: 2629.878418
	Iteration 0F: 3 clusters Score -382100.7 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -382909.687500 Penalty: 2629.878418
	Iteration 1F: 3 clusters Score -382909.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383077.125000 Penalty: 2629.878418
	Iteration 2F: 3 clusters Score -383077.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -383181.093750 Penalty: 2629.878418
	Iteration 3F: 3 clusters Score -383181.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -383252.500000 Penalty: 2629.878418
	Iteration 4Q: 3 clusters Score -383252.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -383319.406250 Penalty: 2629.878418
	Iteration 5Q: 3 clusters Score -383319.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -383387.531250 Penalty: 2629.878418
	Iteration 6Q: 3 clusters Score -383387.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -383447.031250 Penalty: 2629.878418
	Iteration 7Q: 3 clusters Score -383447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383514.281250 Penalty: 2629.878418
	Iteration 8Q: 3 clusters Score -383514.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383571.000000 Penalty: 2629.878418
	Iteration 9Q: 3 clusters Score -383571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -383625.093750 Penalty: 2629.878418
	Iteration 10Q: 3 clusters Score -383625.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -383690.125000 Penalty: 2629.878418
	Iteration 11Q: 3 clusters Score -383690.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -383762.687500 Penalty: 2629.878418
	Iteration 12Q: 3 clusters Score -383762.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -383811.531250 Penalty: 2629.878418
	Iteration 13Q: 3 clusters Score -383811.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -383864.593750 Penalty: 2629.878418
	Iteration 14Q: 3 clusters Score -383864.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -383903.437500 Penalty: 2629.878418
	Iteration 15Q: 3 clusters Score -383903.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -383940.875000 Penalty: 2629.878418
	Iteration 16Q: 3 clusters Score -383940.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -383985.531250 Penalty: 2629.878418
	Iteration 17Q: 3 clusters Score -383985.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -384019.687500 Penalty: 2629.878418
	Iteration 18Q: 3 clusters Score -384019.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -384044.718750 Penalty: 2629.878418
	Iteration 19Q: 3 clusters Score -384044.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -384064.500000 Penalty: 2629.878418
	Iteration 20F: 3 clusters Score -384064.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -384084.687500 Penalty: 2629.878418
	Iteration 21Q: 3 clusters Score -384084.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -384102.656250 Penalty: 2629.878418
	Iteration 22Q: 3 clusters Score -384102.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -384116.593750 Penalty: 2629.878418
	Iteration 23Q: 3 clusters Score -384116.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -384123.656250 Penalty: 2629.878418
	Iteration 24Q: 3 clusters Score -384123.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -384130.312500 Penalty: 2629.878418
	Iteration 25Q: 3 clusters Score -384130.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -384138.687500 Penalty: 2629.878418
	Iteration 26Q: 3 clusters Score -384138.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -384145.593750 Penalty: 2629.878418
	Iteration 27Q: 3 clusters Score -384145.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -384151.812500 Penalty: 2629.878418
	Iteration 28Q: 3 clusters Score -384151.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -384155.593750 Penalty: 2629.878418
	Iteration 29Q: 3 clusters Score -384155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -384161.375000 Penalty: 2629.878418
	Iteration 30Q: 3 clusters Score -384161.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -384166.375000 Penalty: 2629.878418
	Iteration 31Q: 3 clusters Score -384166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -384170.343750 Penalty: 2629.878418
	Iteration 32Q: 3 clusters Score -384170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -384173.718750 Penalty: 2629.878418
	Iteration 33Q: 3 clusters Score -384173.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -384177.125000 Penalty: 2629.878418
	Iteration 34Q: 3 clusters Score -384177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -384180.125000 Penalty: 2629.878418
	Iteration 35Q: 3 clusters Score -384180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -384180.343750 Penalty: 2629.878418
	Iteration 36Q: 3 clusters Score -384180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -384181.187500 Penalty: 2629.878418
	Iteration 37Q: 3 clusters Score -384181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -384182.937500 Penalty: 2629.878418
	Iteration 38Q: 3 clusters Score -384182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -384183.250000 Penalty: 2629.878418
	Iteration 39Q: 3 clusters Score -384183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -384183.250000 Penalty: 2629.878418
	Iteration 40F: 3 clusters Score -384183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -384183.593750 Penalty: 2629.878418
	Iteration 41Q: 3 clusters Score -384183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -384184.250000 Penalty: 2629.878418
	Iteration 42Q: 3 clusters Score -384184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -384185.500000 Penalty: 2629.878418
	Iteration 43Q: 3 clusters Score -384185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -384185.687500 Penalty: 2629.878418
	Iteration 44Q: 3 clusters Score -384185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -384185.687500 Penalty: 2629.878418
	Iteration 45F: 3 clusters Score -384185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -848844.187500 Penalty: 1433.339722
	Iteration 0F: 2 clusters Score -848844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -843716.625000 Penalty: 2866.679443
	Iteration 0F: 3 clusters Score -843716.6 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -845327.625000 Penalty: 2866.679443
	Iteration 1F: 3 clusters Score -845327.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -845554.000000 Penalty: 2866.679443
	Iteration 2F: 3 clusters Score -845554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -845699.312500 Penalty: 2866.679443
	Iteration 3F: 3 clusters Score -845699.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -845825.125000 Penalty: 2866.679443
	Iteration 4Q: 3 clusters Score -845825.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -845929.562500 Penalty: 2866.679443
	Iteration 5Q: 3 clusters Score -845929.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -846029.562500 Penalty: 2866.679443
	Iteration 6Q: 3 clusters Score -846029.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -846133.125000 Penalty: 2866.679443
	Iteration 7Q: 3 clusters Score -846133.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -846265.625000 Penalty: 2866.679443
	Iteration 8Q: 3 clusters Score -846265.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -846416.250000 Penalty: 2866.679443
	Iteration 9Q: 3 clusters Score -846416.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -846596.375000 Penalty: 2866.679443
	Iteration 10Q: 3 clusters Score -846596.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -846772.250000 Penalty: 2866.679443
	Iteration 11Q: 3 clusters Score -846772.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -846931.000000 Penalty: 2866.679443
	Iteration 12Q: 3 clusters Score -846931 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -847068.937500 Penalty: 2866.679443
	Iteration 13Q: 3 clusters Score -847068.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -847221.000000 Penalty: 2866.679443
	Iteration 14Q: 3 clusters Score -847221 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -847332.437500 Penalty: 2866.679443
	Iteration 15Q: 3 clusters Score -847332.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -847414.500000 Penalty: 2866.679443
	Iteration 16Q: 3 clusters Score -847414.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -847485.250000 Penalty: 2866.679443
	Iteration 17Q: 3 clusters Score -847485.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -847550.812500 Penalty: 2866.679443
	Iteration 18Q: 3 clusters Score -847550.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -847595.312500 Penalty: 2866.679443
	Iteration 19Q: 3 clusters Score -847595.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -847642.375000 Penalty: 2866.679443
	Iteration 20F: 3 clusters Score -847642.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -847711.000000 Penalty: 2866.679443
	Iteration 21Q: 3 clusters Score -847711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -847783.750000 Penalty: 2866.679443
	Iteration 22Q: 3 clusters Score -847783.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -847838.750000 Penalty: 2866.679443
	Iteration 23Q: 3 clusters Score -847838.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -847887.937500 Penalty: 2866.679443
	Iteration 24Q: 3 clusters Score -847887.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -847916.625000 Penalty: 2866.679443
	Iteration 25Q: 3 clusters Score -847916.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -847935.125000 Penalty: 2866.679443
	Iteration 26Q: 3 clusters Score -847935.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -847945.375000 Penalty: 2866.679443
	Iteration 27Q: 3 clusters Score -847945.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -847955.625000 Penalty: 2866.679443
	Iteration 28Q: 3 clusters Score -847955.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -847968.687500 Penalty: 2866.679443
	Iteration 29Q: 3 clusters Score -847968.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -847976.312500 Penalty: 2866.679443
	Iteration 30Q: 3 clusters Score -847976.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -847981.125000 Penalty: 2866.679443
	Iteration 31Q: 3 clusters Score -847981.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -847986.687500 Penalty: 2866.679443
	Iteration 32Q: 3 clusters Score -847986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -847989.625000 Penalty: 2866.679443
	Iteration 33Q: 3 clusters Score -847989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -847989.375000 Penalty: 2866.679443
	Iteration 34Q: 3 clusters Score -847989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -847990.375000 Penalty: 2866.679443
	Iteration 35Q: 3 clusters Score -847990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -847990.312500 Penalty: 2866.679443
	Iteration 36Q: 3 clusters Score -847990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -847990.312500 Penalty: 2866.679443
	Iteration 37F: 3 clusters Score -847990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Entering Unmasked Estep 
Score: -2862221.250000 Penalty: 1625.232422
	Iteration 0F: 2 clusters Score -2862221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2847328.000000 Penalty: 3250.464844
	Iteration 0F: 3 clusters Score -2847328 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2852727.000000 Penalty: 3250.464844
	Iteration 1F: 3 clusters Score -2852727 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2853094.500000 Penalty: 3250.464844
	Iteration 2Q: 3 clusters Score -2853094 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2853435.750000 Penalty: 3250.464844
	Iteration 3Q: 3 clusters Score -2853436 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2853842.000000 Penalty: 3250.464844
	Iteration 4Q: 3 clusters Score -2853842 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2854335.250000 Penalty: 3250.464844
	Iteration 5Q: 3 clusters Score -2854335 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2855018.000000 Penalty: 3250.464844
	Iteration 6F: 3 clusters Score -2855018 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2855917.500000 Penalty: 3250.464844
	Iteration 7F: 3 clusters Score -2855918 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2857031.250000 Penalty: 3250.464844
	Iteration 8F: 3 clusters Score -2857031 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2858182.750000 Penalty: 3250.464844
	Iteration 9F: 3 clusters Score -2858183 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2859195.000000 Penalty: 3250.464844
	Iteration 10F: 3 clusters Score -2859195 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2859919.000000 Penalty: 3250.464844
	Iteration 11Q: 3 clusters Score -2859919 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2860350.500000 Penalty: 3250.464844
	Iteration 12Q: 3 clusters Score -2860350 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2860547.250000 Penalty: 3250.464844
	Iteration 13Q: 3 clusters Score -2860547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2860640.000000 Penalty: 3250.464844
	Iteration 14Q: 3 clusters Score -2860640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2860687.000000 Penalty: 3250.464844
	Iteration 15Q: 3 clusters Score -2860687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2860724.750000 Penalty: 3250.464844
	Iteration 16Q: 3 clusters Score -2860725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2860759.000000 Penalty: 3250.464844
	Iteration 17Q: 3 clusters Score -2860759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2860775.750000 Penalty: 3250.464844
	Iteration 18Q: 3 clusters Score -2860776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2860782.750000 Penalty: 3250.464844
	Iteration 19Q: 3 clusters Score -2860783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2860783.000000 Penalty: 3250.464844
	Iteration 20F: 3 clusters Score -2860783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2860784.500000 Penalty: 3250.464844
	Iteration 21Q: 3 clusters Score -2860784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2860783.750000 Penalty: 3250.464844
	Iteration 22Q: 3 clusters Score -2860784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2860788.000000 Penalty: 3250.464844
	Iteration 23Q: 3 clusters Score -2860788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2860786.750000 Penalty: 3250.464844
	Iteration 24Q: 3 clusters Score -2860787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2860788.000000 Penalty: 3250.464844
	Iteration 25Q: 3 clusters Score -2860788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2860789.000000 Penalty: 3250.464844
	Iteration 26Q: 3 clusters Score -2860789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2860794.250000 Penalty: 3250.464844
	Iteration 27Q: 3 clusters Score -2860794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2860796.250000 Penalty: 3250.464844
	Iteration 28Q: 3 clusters Score -2860796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2860801.250000 Penalty: 3250.464844
	Iteration 29Q: 3 clusters Score -2860801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2860805.500000 Penalty: 3250.464844
	Iteration 30Q: 3 clusters Score -2860806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2860809.250000 Penalty: 3250.464844
	Iteration 31Q: 3 clusters Score -2860809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2860811.750000 Penalty: 3250.464844
	Iteration 32Q: 3 clusters Score -2860812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2860812.750000 Penalty: 3250.464844
	Iteration 33Q: 3 clusters Score -2860813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2860817.250000 Penalty: 3250.464844
	Iteration 34Q: 3 clusters Score -2860817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2860816.250000 Penalty: 3250.464844
	Iteration 35Q: 3 clusters Score -2860816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2860816.250000 Penalty: 3250.464844
	Iteration 36F: 3 clusters Score -2860816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -265097.093750 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -265097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262855.562500 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -262855.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263384.875000 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -263384.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263530.187500 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -263530.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -263641.281250 Penalty: 2513.162598
	Iteration 3F: 3 clusters Score -263641.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -263727.375000 Penalty: 2513.162598
	Iteration 4Q: 3 clusters Score -263727.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -263790.625000 Penalty: 2513.162598
	Iteration 5Q: 3 clusters Score -263790.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -263849.156250 Penalty: 2513.162598
	Iteration 6Q: 3 clusters Score -263849.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263878.531250 Penalty: 2513.162598
	Iteration 7Q: 3 clusters Score -263878.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263895.562500 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -263895.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263908.000000 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -263908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263919.406250 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -263919.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263933.343750 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -263933.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263945.812500 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -263945.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263956.562500 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -263956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -263970.062500 Penalty: 2513.162598
	Iteration 14Q: 3 clusters Score -263970.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263996.000000 Penalty: 2513.162598
	Iteration 15Q: 3 clusters Score -263996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -264019.218750 Penalty: 2513.162598
	Iteration 16Q: 3 clusters Score -264019.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264038.500000 Penalty: 2513.162598
	Iteration 17Q: 3 clusters Score -264038.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -264055.625000 Penalty: 2513.162598
	Iteration 18Q: 3 clusters Score -264055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -264064.281250 Penalty: 2513.162598
	Iteration 19Q: 3 clusters Score -264064.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264070.562500 Penalty: 2513.162598
	Iteration 20F: 3 clusters Score -264070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264074.250000 Penalty: 2513.162598
	Iteration 21Q: 3 clusters Score -264074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264077.406250 Penalty: 2513.162598
	Iteration 22Q: 3 clusters Score -264077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264079.843750 Penalty: 2513.162598
	Iteration 23Q: 3 clusters Score -264079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264082.593750 Penalty: 2513.162598
	Iteration 24Q: 3 clusters Score -264082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264083.625000 Penalty: 2513.162598
	Iteration 25Q: 3 clusters Score -264083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -264085.250000 Penalty: 2513.162598
	Iteration 26Q: 3 clusters Score -264085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264085.937500 Penalty: 2513.162598
	Iteration 27Q: 3 clusters Score -264085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -264086.031250 Penalty: 2513.162598
	Iteration 28Q: 3 clusters Score -264086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -264086.031250 Penalty: 2513.162598
	Iteration 29F: 3 clusters Score -264086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -634775.500000 Penalty: 1373.435059
	Iteration 0F: 2 clusters Score -634775.5 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 2332 members 
Entering Unmasked Estep 
Score: -630907.312500 Penalty: 2746.870117
	Iteration 0F: 3 clusters Score -630907.3 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -631948.750000 Penalty: 2746.870117
	Iteration 1F: 3 clusters Score -631948.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -632116.437500 Penalty: 2746.870117
	Iteration 2F: 3 clusters Score -632116.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -632209.812500 Penalty: 2746.870117
	Iteration 3Q: 3 clusters Score -632209.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -632272.062500 Penalty: 2746.870117
	Iteration 4Q: 3 clusters Score -632272.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -632318.250000 Penalty: 2746.870117
	Iteration 5Q: 3 clusters Score -632318.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -632356.187500 Penalty: 2746.870117
	Iteration 6Q: 3 clusters Score -632356.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -632383.875000 Penalty: 2746.870117
	Iteration 7Q: 3 clusters Score -632383.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -632403.562500 Penalty: 2746.870117
	Iteration 8Q: 3 clusters Score -632403.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -632417.187500 Penalty: 2746.870117
	Iteration 9Q: 3 clusters Score -632417.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -632437.312500 Penalty: 2746.870117
	Iteration 10Q: 3 clusters Score -632437.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -632460.625000 Penalty: 2746.870117
	Iteration 11Q: 3 clusters Score -632460.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -632481.875000 Penalty: 2746.870117
	Iteration 12Q: 3 clusters Score -632481.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -632510.062500 Penalty: 2746.870117
	Iteration 13Q: 3 clusters Score -632510.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -632545.062500 Penalty: 2746.870117
	Iteration 14Q: 3 clusters Score -632545.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -632570.750000 Penalty: 2746.870117
	Iteration 15Q: 3 clusters Score -632570.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -632600.875000 Penalty: 2746.870117
	Iteration 16Q: 3 clusters Score -632600.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -632642.625000 Penalty: 2746.870117
	Iteration 17Q: 3 clusters Score -632642.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -632689.562500 Penalty: 2746.870117
	Iteration 18Q: 3 clusters Score -632689.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -632740.625000 Penalty: 2746.870117
	Iteration 19Q: 3 clusters Score -632740.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -632808.937500 Penalty: 2746.870117
	Iteration 20F: 3 clusters Score -632808.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -632882.125000 Penalty: 2746.870117
	Iteration 21Q: 3 clusters Score -632882.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -632966.000000 Penalty: 2746.870117
	Iteration 22Q: 3 clusters Score -632966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -633057.062500 Penalty: 2746.870117
	Iteration 23Q: 3 clusters Score -633057.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -633147.625000 Penalty: 2746.870117
	Iteration 24Q: 3 clusters Score -633147.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -633232.375000 Penalty: 2746.870117
	Iteration 25Q: 3 clusters Score -633232.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -633315.500000 Penalty: 2746.870117
	Iteration 26Q: 3 clusters Score -633315.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -633375.000000 Penalty: 2746.870117
	Iteration 27Q: 3 clusters Score -633375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -633418.562500 Penalty: 2746.870117
	Iteration 28Q: 3 clusters Score -633418.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -633451.312500 Penalty: 2746.870117
	Iteration 29Q: 3 clusters Score -633451.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -633475.875000 Penalty: 2746.870117
	Iteration 30Q: 3 clusters Score -633475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -633495.500000 Penalty: 2746.870117
	Iteration 31Q: 3 clusters Score -633495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -633513.312500 Penalty: 2746.870117
	Iteration 32Q: 3 clusters Score -633513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -633527.000000 Penalty: 2746.870117
	Iteration 33Q: 3 clusters Score -633527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -633547.187500 Penalty: 2746.870117
	Iteration 34Q: 3 clusters Score -633547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -633551.875000 Penalty: 2746.870117
	Iteration 35Q: 3 clusters Score -633551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -633557.562500 Penalty: 2746.870117
	Iteration 36Q: 3 clusters Score -633557.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -633568.187500 Penalty: 2746.870117
	Iteration 37Q: 3 clusters Score -633568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -633571.937500 Penalty: 2746.870117
	Iteration 38Q: 3 clusters Score -633571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -633573.875000 Penalty: 2746.870117
	Iteration 39Q: 3 clusters Score -633573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -633575.687500 Penalty: 2746.870117
	Iteration 40F: 3 clusters Score -633575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -633579.875000 Penalty: 2746.870117
	Iteration 41Q: 3 clusters Score -633579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -633585.687500 Penalty: 2746.870117
	Iteration 42Q: 3 clusters Score -633585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -633590.187500 Penalty: 2746.870117
	Iteration 43Q: 3 clusters Score -633590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -633591.375000 Penalty: 2746.870117
	Iteration 44Q: 3 clusters Score -633591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -633591.375000 Penalty: 2746.870117
	Iteration 45F: 3 clusters Score -633591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Entering Unmasked Estep 
Score: -9984811.000000 Penalty: 1825.791870
	Iteration 0F: 2 clusters Score -9984811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -9935908.000000 Penalty: 3651.583740
	Iteration 0F: 3 clusters Score -9935908 nChanged 35909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -9956165.000000 Penalty: 3651.583740
	Iteration 1F: 3 clusters Score -9956165 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -9956718.000000 Penalty: 3651.583740
	Iteration 2Q: 3 clusters Score -9956718 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -9957322.000000 Penalty: 3651.583740
	Iteration 3Q: 3 clusters Score -9957322 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -9957882.000000 Penalty: 3651.583740
	Iteration 4Q: 3 clusters Score -9957882 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -9958648.000000 Penalty: 3651.583740
	Iteration 5Q: 3 clusters Score -9958648 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -9959502.000000 Penalty: 3651.583740
	Iteration 6Q: 3 clusters Score -9959502 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -9960759.000000 Penalty: 3651.583740
	Iteration 7Q: 3 clusters Score -9960759 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -9962738.000000 Penalty: 3651.583740
	Iteration 8Q: 3 clusters Score -9962738 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -9965610.000000 Penalty: 3651.583740
	Iteration 9F: 3 clusters Score -9965610 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -9969468.000000 Penalty: 3651.583740
	Iteration 10F: 3 clusters Score -9969468 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -9973674.000000 Penalty: 3651.583740
	Iteration 11F: 3 clusters Score -9973674 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -9976502.000000 Penalty: 3651.583740
	Iteration 12F: 3 clusters Score -9976502 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9978018.000000 Penalty: 3651.583740
	Iteration 13Q: 3 clusters Score -9978018 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -9979043.000000 Penalty: 3651.583740
	Iteration 14Q: 3 clusters Score -9979043 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -9979708.000000 Penalty: 3651.583740
	Iteration 15Q: 3 clusters Score -9979708 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -9980306.000000 Penalty: 3651.583740
	Iteration 16Q: 3 clusters Score -9980306 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -9980745.000000 Penalty: 3651.583740
	Iteration 17Q: 3 clusters Score -9980745 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9981027.000000 Penalty: 3651.583740
	Iteration 18Q: 3 clusters Score -9981027 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -9981240.000000 Penalty: 3651.583740
	Iteration 19Q: 3 clusters Score -9981240 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -9981401.000000 Penalty: 3651.583740
	Iteration 20F: 3 clusters Score -9981401 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -9981527.000000 Penalty: 3651.583740
	Iteration 21Q: 3 clusters Score -9981527 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -9981579.000000 Penalty: 3651.583740
	Iteration 22Q: 3 clusters Score -9981579 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -9981668.000000 Penalty: 3651.583740
	Iteration 23Q: 3 clusters Score -9981668 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -9981700.000000 Penalty: 3651.583740
	Iteration 24Q: 3 clusters Score -9981700 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -9981759.000000 Penalty: 3651.583740
	Iteration 25Q: 3 clusters Score -9981759 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -9981845.000000 Penalty: 3651.583740
	Iteration 26Q: 3 clusters Score -9981845 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -9981858.000000 Penalty: 3651.583740
	Iteration 27Q: 3 clusters Score -9981858 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -9981885.000000 Penalty: 3651.583740
	Iteration 28Q: 3 clusters Score -9981885 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -9981922.000000 Penalty: 3651.583740
	Iteration 29Q: 3 clusters Score -9981922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -9981923.000000 Penalty: 3651.583740
	Iteration 30Q: 3 clusters Score -9981923 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9981943.000000 Penalty: 3651.583740
	Iteration 31Q: 3 clusters Score -9981943 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -9981929.000000 Penalty: 3651.583740
	Iteration 32Q: 3 clusters Score -9981929 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -9981951.000000 Penalty: 3651.583740
	Iteration 33Q: 3 clusters Score -9981951 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -9981950.000000 Penalty: 3651.583740
	Iteration 34Q: 3 clusters Score -9981950 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9981974.000000 Penalty: 3651.583740
	Iteration 35Q: 3 clusters Score -9981974 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9982032.000000 Penalty: 3651.583740
	Iteration 36Q: 3 clusters Score -9982032 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9982070.000000 Penalty: 3651.583740
	Iteration 37Q: 3 clusters Score -9982070 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9982086.000000 Penalty: 3651.583740
	Iteration 38Q: 3 clusters Score -9982086 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -9982164.000000 Penalty: 3651.583740
	Iteration 39Q: 3 clusters Score -9982164 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9982196.000000 Penalty: 3651.583740
	Iteration 40F: 3 clusters Score -9982196 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -9982191.000000 Penalty: 3651.583740
	Iteration 41Q: 3 clusters Score -9982191 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9982189.000000 Penalty: 3651.583740
	Iteration 42Q: 3 clusters Score -9982189 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9982220.000000 Penalty: 3651.583740
	Iteration 43Q: 3 clusters Score -9982220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -9982207.000000 Penalty: 3651.583740
	Iteration 44Q: 3 clusters Score -9982207 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -9982208.000000 Penalty: 3651.583740
	Iteration 45Q: 3 clusters Score -9982208 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -9982204.000000 Penalty: 3651.583740
	Iteration 46Q: 3 clusters Score -9982204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -9982199.000000 Penalty: 3651.583740
	Iteration 47Q: 3 clusters Score -9982199 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -9982199.000000 Penalty: 3651.583740
	Iteration 48Q: 3 clusters Score -9982199 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -9982211.000000 Penalty: 3651.583740
	Iteration 49Q: 3 clusters Score -9982211 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -9982213.000000 Penalty: 3651.583740
	Iteration 50Q: 3 clusters Score -9982213 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -9982222.000000 Penalty: 3651.583740
	Iteration 51Q: 3 clusters Score -9982222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -9982214.000000 Penalty: 3651.583740
	Iteration 52Q: 3 clusters Score -9982214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -9982202.000000 Penalty: 3651.583740
	Iteration 53Q: 3 clusters Score -9982202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -9982201.000000 Penalty: 3651.583740
	Iteration 54Q: 3 clusters Score -9982201 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -9982209.000000 Penalty: 3651.583740
	Iteration 55Q: 3 clusters Score -9982209 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -9982214.000000 Penalty: 3651.583740
	Iteration 56Q: 3 clusters Score -9982214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -9982202.000000 Penalty: 3651.583740
	Iteration 57Q: 3 clusters Score -9982202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -9982207.000000 Penalty: 3651.583740
	Iteration 58Q: 3 clusters Score -9982207 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -9982224.000000 Penalty: 3651.583740
	Iteration 59Q: 3 clusters Score -9982224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -9982199.000000 Penalty: 3651.583740
	Iteration 60F: 3 clusters Score -9982199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -9982223.000000 Penalty: 3651.583740
	Iteration 61Q: 3 clusters Score -9982223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -9982195.000000 Penalty: 3651.583740
	Iteration 62Q: 3 clusters Score -9982195 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -9982199.000000 Penalty: 3651.583740
	Iteration 63Q: 3 clusters Score -9982199 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -9982223.000000 Penalty: 3651.583740
	Iteration 64Q: 3 clusters Score -9982223 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -9982235.000000 Penalty: 3651.583740
	Iteration 65Q: 3 clusters Score -9982235 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -9982261.000000 Penalty: 3651.583740
	Iteration 66Q: 3 clusters Score -9982261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9982253.000000 Penalty: 3651.583740
	Iteration 67Q: 3 clusters Score -9982253 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -9982266.000000 Penalty: 3651.583740
	Iteration 68Q: 3 clusters Score -9982266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -9982278.000000 Penalty: 3651.583740
	Iteration 69Q: 3 clusters Score -9982278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -9982312.000000 Penalty: 3651.583740
	Iteration 70Q: 3 clusters Score -9982312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -9982325.000000 Penalty: 3651.583740
	Iteration 71Q: 3 clusters Score -9982325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -9982317.000000 Penalty: 3651.583740
	Iteration 72Q: 3 clusters Score -9982317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -9982318.000000 Penalty: 3651.583740
	Iteration 73Q: 3 clusters Score -9982318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -9982330.000000 Penalty: 3651.583740
	Iteration 74Q: 3 clusters Score -9982330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -9982325.000000 Penalty: 3651.583740
	Iteration 75Q: 3 clusters Score -9982325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -9982327.000000 Penalty: 3651.583740
	Iteration 76Q: 3 clusters Score -9982327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -9982328.000000 Penalty: 3651.583740
	Iteration 77Q: 3 clusters Score -9982328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9982324.000000 Penalty: 3651.583740
	Iteration 78Q: 3 clusters Score -9982324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -9982332.000000 Penalty: 3651.583740
	Iteration 79Q: 3 clusters Score -9982332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -9982349.000000 Penalty: 3651.583740
	Iteration 80F: 3 clusters Score -9982349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -9982352.000000 Penalty: 3651.583740
	Iteration 81Q: 3 clusters Score -9982352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -9982347.000000 Penalty: 3651.583740
	Iteration 82Q: 3 clusters Score -9982347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -9982341.000000 Penalty: 3651.583740
	Iteration 83Q: 3 clusters Score -9982341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -9982342.000000 Penalty: 3651.583740
	Iteration 84Q: 3 clusters Score -9982342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -9982344.000000 Penalty: 3651.583740
	Iteration 85Q: 3 clusters Score -9982344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -9982333.000000 Penalty: 3651.583740
	Iteration 86Q: 3 clusters Score -9982333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -9982344.000000 Penalty: 3651.583740
	Iteration 87Q: 3 clusters Score -9982344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -9982338.000000 Penalty: 3651.583740
	Iteration 88Q: 3 clusters Score -9982338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -9982338.000000 Penalty: 3651.583740
	Iteration 89F: 3 clusters Score -9982338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Entering Unmasked Estep 
Score: -1840184.875000 Penalty: 1558.343140
	Iteration 0F: 2 clusters Score -1840185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1829969.250000 Penalty: 3116.686279
	Iteration 0F: 3 clusters Score -1829969 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1833525.750000 Penalty: 3116.686279
	Iteration 1F: 3 clusters Score -1833526 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1833805.875000 Penalty: 3116.686279
	Iteration 2F: 3 clusters Score -1833806 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1834008.125000 Penalty: 3116.686279
	Iteration 3Q: 3 clusters Score -1834008 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1834197.500000 Penalty: 3116.686279
	Iteration 4Q: 3 clusters Score -1834198 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1834399.375000 Penalty: 3116.686279
	Iteration 5Q: 3 clusters Score -1834399 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1834639.875000 Penalty: 3116.686279
	Iteration 6Q: 3 clusters Score -1834640 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1834929.375000 Penalty: 3116.686279
	Iteration 7Q: 3 clusters Score -1834929 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1835342.500000 Penalty: 3116.686279
	Iteration 8Q: 3 clusters Score -1835342 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1835868.500000 Penalty: 3116.686279
	Iteration 9F: 3 clusters Score -1835868 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1836474.125000 Penalty: 3116.686279
	Iteration 10F: 3 clusters Score -1836474 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1837062.750000 Penalty: 3116.686279
	Iteration 11Q: 3 clusters Score -1837063 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1837513.750000 Penalty: 3116.686279
	Iteration 12Q: 3 clusters Score -1837514 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1837882.250000 Penalty: 3116.686279
	Iteration 13Q: 3 clusters Score -1837882 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1838187.750000 Penalty: 3116.686279
	Iteration 14Q: 3 clusters Score -1838188 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1838408.000000 Penalty: 3116.686279
	Iteration 15Q: 3 clusters Score -1838408 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1838558.500000 Penalty: 3116.686279
	Iteration 16Q: 3 clusters Score -1838558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1838656.500000 Penalty: 3116.686279
	Iteration 17Q: 3 clusters Score -1838656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1838724.750000 Penalty: 3116.686279
	Iteration 18Q: 3 clusters Score -1838725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1838769.875000 Penalty: 3116.686279
	Iteration 19Q: 3 clusters Score -1838770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1838793.250000 Penalty: 3116.686279
	Iteration 20F: 3 clusters Score -1838793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1838808.500000 Penalty: 3116.686279
	Iteration 21Q: 3 clusters Score -1838808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1838817.750000 Penalty: 3116.686279
	Iteration 22Q: 3 clusters Score -1838818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1838826.000000 Penalty: 3116.686279
	Iteration 23Q: 3 clusters Score -1838826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1838828.625000 Penalty: 3116.686279
	Iteration 24Q: 3 clusters Score -1838829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1838829.375000 Penalty: 3116.686279
	Iteration 25Q: 3 clusters Score -1838829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1838827.750000 Penalty: 3116.686279
	Iteration 26Q: 3 clusters Score -1838828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1838827.750000 Penalty: 3116.686279
	Iteration 27F: 3 clusters Score -1838828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -294638.312500 Penalty: 1268.389648
	Iteration 0F: 2 clusters Score -294638.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -292262.031250 Penalty: 2536.779297
	Iteration 0F: 3 clusters Score -292262 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -292752.562500 Penalty: 2536.779297
	Iteration 1F: 3 clusters Score -292752.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -292893.218750 Penalty: 2536.779297
	Iteration 2F: 3 clusters Score -292893.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -292972.281250 Penalty: 2536.779297
	Iteration 3F: 3 clusters Score -292972.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -293025.531250 Penalty: 2536.779297
	Iteration 4Q: 3 clusters Score -293025.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -293062.343750 Penalty: 2536.779297
	Iteration 5Q: 3 clusters Score -293062.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -293095.125000 Penalty: 2536.779297
	Iteration 6Q: 3 clusters Score -293095.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -293129.343750 Penalty: 2536.779297
	Iteration 7Q: 3 clusters Score -293129.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -293154.843750 Penalty: 2536.779297
	Iteration 8Q: 3 clusters Score -293154.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -293178.843750 Penalty: 2536.779297
	Iteration 9Q: 3 clusters Score -293178.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -293195.781250 Penalty: 2536.779297
	Iteration 10Q: 3 clusters Score -293195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -293209.218750 Penalty: 2536.779297
	Iteration 11Q: 3 clusters Score -293209.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -293220.218750 Penalty: 2536.779297
	Iteration 12Q: 3 clusters Score -293220.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -293228.812500 Penalty: 2536.779297
	Iteration 13Q: 3 clusters Score -293228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -293239.125000 Penalty: 2536.779297
	Iteration 14Q: 3 clusters Score -293239.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -293249.812500 Penalty: 2536.779297
	Iteration 15Q: 3 clusters Score -293249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -293260.343750 Penalty: 2536.779297
	Iteration 16Q: 3 clusters Score -293260.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -293267.250000 Penalty: 2536.779297
	Iteration 17Q: 3 clusters Score -293267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -293271.906250 Penalty: 2536.779297
	Iteration 18Q: 3 clusters Score -293271.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -293276.750000 Penalty: 2536.779297
	Iteration 19Q: 3 clusters Score -293276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -293285.187500 Penalty: 2536.779297
	Iteration 20F: 3 clusters Score -293285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -293293.218750 Penalty: 2536.779297
	Iteration 21Q: 3 clusters Score -293293.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -293300.687500 Penalty: 2536.779297
	Iteration 22Q: 3 clusters Score -293300.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -293307.562500 Penalty: 2536.779297
	Iteration 23Q: 3 clusters Score -293307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -293312.125000 Penalty: 2536.779297
	Iteration 24Q: 3 clusters Score -293312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -293315.656250 Penalty: 2536.779297
	Iteration 25Q: 3 clusters Score -293315.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -293322.937500 Penalty: 2536.779297
	Iteration 26Q: 3 clusters Score -293322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -293325.156250 Penalty: 2536.779297
	Iteration 27Q: 3 clusters Score -293325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -293327.093750 Penalty: 2536.779297
	Iteration 28Q: 3 clusters Score -293327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -293329.156250 Penalty: 2536.779297
	Iteration 29Q: 3 clusters Score -293329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -293334.062500 Penalty: 2536.779297
	Iteration 30Q: 3 clusters Score -293334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -293342.750000 Penalty: 2536.779297
	Iteration 31Q: 3 clusters Score -293342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -293347.718750 Penalty: 2536.779297
	Iteration 32Q: 3 clusters Score -293347.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -293354.125000 Penalty: 2536.779297
	Iteration 33Q: 3 clusters Score -293354.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -293362.281250 Penalty: 2536.779297
	Iteration 34Q: 3 clusters Score -293362.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -293370.875000 Penalty: 2536.779297
	Iteration 35Q: 3 clusters Score -293370.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -293379.875000 Penalty: 2536.779297
	Iteration 36Q: 3 clusters Score -293379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -293385.187500 Penalty: 2536.779297
	Iteration 37Q: 3 clusters Score -293385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -293390.000000 Penalty: 2536.779297
	Iteration 38Q: 3 clusters Score -293390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -293393.718750 Penalty: 2536.779297
	Iteration 39Q: 3 clusters Score -293393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293398.406250 Penalty: 2536.779297
	Iteration 40F: 3 clusters Score -293398.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -293404.718750 Penalty: 2536.779297
	Iteration 41Q: 3 clusters Score -293404.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -293410.875000 Penalty: 2536.779297
	Iteration 42Q: 3 clusters Score -293410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -293417.625000 Penalty: 2536.779297
	Iteration 43Q: 3 clusters Score -293417.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -293428.000000 Penalty: 2536.779297
	Iteration 44Q: 3 clusters Score -293428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -293438.437500 Penalty: 2536.779297
	Iteration 45Q: 3 clusters Score -293438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -293447.250000 Penalty: 2536.779297
	Iteration 46Q: 3 clusters Score -293447.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -293459.531250 Penalty: 2536.779297
	Iteration 47Q: 3 clusters Score -293459.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -293474.875000 Penalty: 2536.779297
	Iteration 48Q: 3 clusters Score -293474.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -293481.656250 Penalty: 2536.779297
	Iteration 49Q: 3 clusters Score -293481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -293488.468750 Penalty: 2536.779297
	Iteration 50Q: 3 clusters Score -293488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -293492.375000 Penalty: 2536.779297
	Iteration 51Q: 3 clusters Score -293492.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -293498.437500 Penalty: 2536.779297
	Iteration 52Q: 3 clusters Score -293498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -293505.812500 Penalty: 2536.779297
	Iteration 53Q: 3 clusters Score -293505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -293514.531250 Penalty: 2536.779297
	Iteration 54Q: 3 clusters Score -293514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -293525.437500 Penalty: 2536.779297
	Iteration 55Q: 3 clusters Score -293525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -293533.937500 Penalty: 2536.779297
	Iteration 56Q: 3 clusters Score -293533.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -293542.906250 Penalty: 2536.779297
	Iteration 57Q: 3 clusters Score -293542.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -293552.406250 Penalty: 2536.779297
	Iteration 58Q: 3 clusters Score -293552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -293563.250000 Penalty: 2536.779297
	Iteration 59Q: 3 clusters Score -293563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -293574.437500 Penalty: 2536.779297
	Iteration 60F: 3 clusters Score -293574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -293583.281250 Penalty: 2536.779297
	Iteration 61Q: 3 clusters Score -293583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -293592.281250 Penalty: 2536.779297
	Iteration 62Q: 3 clusters Score -293592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -293602.062500 Penalty: 2536.779297
	Iteration 63Q: 3 clusters Score -293602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -293610.218750 Penalty: 2536.779297
	Iteration 64Q: 3 clusters Score -293610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -293617.406250 Penalty: 2536.779297
	Iteration 65Q: 3 clusters Score -293617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -293620.218750 Penalty: 2536.779297
	Iteration 66Q: 3 clusters Score -293620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -293624.468750 Penalty: 2536.779297
	Iteration 67Q: 3 clusters Score -293624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -293629.031250 Penalty: 2536.779297
	Iteration 68Q: 3 clusters Score -293629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -293632.906250 Penalty: 2536.779297
	Iteration 69Q: 3 clusters Score -293632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -293634.812500 Penalty: 2536.779297
	Iteration 70Q: 3 clusters Score -293634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -293634.812500 Penalty: 2536.779297
	Iteration 71F: 3 clusters Score -293634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Entering Unmasked Estep 
Score: -919172.687500 Penalty: 1438.581299
	Iteration 0F: 2 clusters Score -919172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -913945.687500 Penalty: 2877.162598
	Iteration 0F: 3 clusters Score -913945.7 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -915474.937500 Penalty: 2877.162598
	Iteration 1F: 3 clusters Score -915474.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -915680.625000 Penalty: 2877.162598
	Iteration 2F: 3 clusters Score -915680.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -915828.250000 Penalty: 2877.162598
	Iteration 3F: 3 clusters Score -915828.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -915920.875000 Penalty: 2877.162598
	Iteration 4Q: 3 clusters Score -915920.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -915993.187500 Penalty: 2877.162598
	Iteration 5Q: 3 clusters Score -915993.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -916060.250000 Penalty: 2877.162598
	Iteration 6Q: 3 clusters Score -916060.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -916114.187500 Penalty: 2877.162598
	Iteration 7Q: 3 clusters Score -916114.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -916153.562500 Penalty: 2877.162598
	Iteration 8Q: 3 clusters Score -916153.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -916198.937500 Penalty: 2877.162598
	Iteration 9Q: 3 clusters Score -916198.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -916246.375000 Penalty: 2877.162598
	Iteration 10Q: 3 clusters Score -916246.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -916296.500000 Penalty: 2877.162598
	Iteration 11Q: 3 clusters Score -916296.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -916355.750000 Penalty: 2877.162598
	Iteration 12Q: 3 clusters Score -916355.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -916422.562500 Penalty: 2877.162598
	Iteration 13Q: 3 clusters Score -916422.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -916496.000000 Penalty: 2877.162598
	Iteration 14Q: 3 clusters Score -916496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -916576.250000 Penalty: 2877.162598
	Iteration 15Q: 3 clusters Score -916576.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -916668.062500 Penalty: 2877.162598
	Iteration 16Q: 3 clusters Score -916668.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -916780.375000 Penalty: 2877.162598
	Iteration 17Q: 3 clusters Score -916780.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -916922.625000 Penalty: 2877.162598
	Iteration 18Q: 3 clusters Score -916922.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -917058.000000 Penalty: 2877.162598
	Iteration 19Q: 3 clusters Score -917058 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -917199.937500 Penalty: 2877.162598
	Iteration 20F: 3 clusters Score -917199.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -917331.187500 Penalty: 2877.162598
	Iteration 21Q: 3 clusters Score -917331.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -917474.375000 Penalty: 2877.162598
	Iteration 22Q: 3 clusters Score -917474.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -917592.875000 Penalty: 2877.162598
	Iteration 23Q: 3 clusters Score -917592.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -917689.062500 Penalty: 2877.162598
	Iteration 24Q: 3 clusters Score -917689.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -917737.187500 Penalty: 2877.162598
	Iteration 25Q: 3 clusters Score -917737.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -917774.312500 Penalty: 2877.162598
	Iteration 26Q: 3 clusters Score -917774.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -917805.375000 Penalty: 2877.162598
	Iteration 27Q: 3 clusters Score -917805.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -917829.500000 Penalty: 2877.162598
	Iteration 28Q: 3 clusters Score -917829.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -917851.250000 Penalty: 2877.162598
	Iteration 29Q: 3 clusters Score -917851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -917872.562500 Penalty: 2877.162598
	Iteration 30Q: 3 clusters Score -917872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -917882.437500 Penalty: 2877.162598
	Iteration 31Q: 3 clusters Score -917882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -917884.437500 Penalty: 2877.162598
	Iteration 32Q: 3 clusters Score -917884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -917885.187500 Penalty: 2877.162598
	Iteration 33Q: 3 clusters Score -917885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -917885.187500 Penalty: 2877.162598
	Iteration 34F: 3 clusters Score -917885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Entering Unmasked Estep 
Score: -11498748.000000 Penalty: 1848.233398
	Iteration 0F: 2 clusters Score -1.149875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -11446305.000000 Penalty: 3696.466797
	Iteration 0F: 3 clusters Score -1.14463e+07 nChanged 41830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -11470817.000000 Penalty: 3696.466797
	Iteration 1F: 3 clusters Score -1.147082e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -11471541.000000 Penalty: 3696.466797
	Iteration 2Q: 3 clusters Score -1.147154e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -11472622.000000 Penalty: 3696.466797
	Iteration 3Q: 3 clusters Score -1.147262e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -11473958.000000 Penalty: 3696.466797
	Iteration 4Q: 3 clusters Score -1.147396e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -11475858.000000 Penalty: 3696.466797
	Iteration 5Q: 3 clusters Score -1.147586e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -11478877.000000 Penalty: 3696.466797
	Iteration 6F: 3 clusters Score -1.147888e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -11483196.000000 Penalty: 3696.466797
	Iteration 7F: 3 clusters Score -1.14832e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -11488974.000000 Penalty: 3696.466797
	Iteration 8F: 3 clusters Score -1.148897e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -11494509.000000 Penalty: 3696.466797
	Iteration 9F: 3 clusters Score -1.149451e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -11497913.000000 Penalty: 3696.466797
	Iteration 10F: 3 clusters Score -1.149791e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -11499320.000000 Penalty: 3696.466797
	Iteration 11Q: 3 clusters Score -1.149932e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -11500017.000000 Penalty: 3696.466797
	Iteration 12Q: 3 clusters Score -1.150002e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -11500390.000000 Penalty: 3696.466797
	Iteration 13Q: 3 clusters Score -1.150039e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -11500569.000000 Penalty: 3696.466797
	Iteration 14Q: 3 clusters Score -1.150057e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -11500738.000000 Penalty: 3696.466797
	Iteration 15Q: 3 clusters Score -1.150074e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -11500765.000000 Penalty: 3696.466797
	Iteration 16Q: 3 clusters Score -1.150076e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -11500804.000000 Penalty: 3696.466797
	Iteration 17Q: 3 clusters Score -1.15008e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -11500891.000000 Penalty: 3696.466797
	Iteration 18Q: 3 clusters Score -1.150089e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -11500940.000000 Penalty: 3696.466797
	Iteration 19Q: 3 clusters Score -1.150094e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -11500959.000000 Penalty: 3696.466797
	Iteration 20F: 3 clusters Score -1.150096e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -11500932.000000 Penalty: 3696.466797
	Iteration 21Q: 3 clusters Score -1.150093e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -11500924.000000 Penalty: 3696.466797
	Iteration 22Q: 3 clusters Score -1.150092e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -11500934.000000 Penalty: 3696.466797
	Iteration 23Q: 3 clusters Score -1.150093e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -11500947.000000 Penalty: 3696.466797
	Iteration 24Q: 3 clusters Score -1.150095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -11500953.000000 Penalty: 3696.466797
	Iteration 25Q: 3 clusters Score -1.150095e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -11500967.000000 Penalty: 3696.466797
	Iteration 26Q: 3 clusters Score -1.150097e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -11500983.000000 Penalty: 3696.466797
	Iteration 27Q: 3 clusters Score -1.150098e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -11500962.000000 Penalty: 3696.466797
	Iteration 28Q: 3 clusters Score -1.150096e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -11500951.000000 Penalty: 3696.466797
	Iteration 29Q: 3 clusters Score -1.150095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -11500958.000000 Penalty: 3696.466797
	Iteration 30Q: 3 clusters Score -1.150096e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -11500967.000000 Penalty: 3696.466797
	Iteration 31Q: 3 clusters Score -1.150097e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -11500962.000000 Penalty: 3696.466797
	Iteration 32Q: 3 clusters Score -1.150096e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -11500957.000000 Penalty: 3696.466797
	Iteration 33Q: 3 clusters Score -1.150096e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -11500933.000000 Penalty: 3696.466797
	Iteration 34Q: 3 clusters Score -1.150093e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -11500947.000000 Penalty: 3696.466797
	Iteration 35Q: 3 clusters Score -1.150095e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -11500949.000000 Penalty: 3696.466797
	Iteration 36Q: 3 clusters Score -1.150095e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -11500948.000000 Penalty: 3696.466797
	Iteration 37Q: 3 clusters Score -1.150095e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -11500953.000000 Penalty: 3696.466797
	Iteration 38Q: 3 clusters Score -1.150095e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -11500928.000000 Penalty: 3696.466797
	Iteration 39Q: 3 clusters Score -1.150093e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -11500922.000000 Penalty: 3696.466797
	Iteration 40F: 3 clusters Score -1.150092e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -11500918.000000 Penalty: 3696.466797
	Iteration 41Q: 3 clusters Score -1.150092e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -11500928.000000 Penalty: 3696.466797
	Iteration 42Q: 3 clusters Score -1.150093e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -11500931.000000 Penalty: 3696.466797
	Iteration 43Q: 3 clusters Score -1.150093e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -11500910.000000 Penalty: 3696.466797
	Iteration 44Q: 3 clusters Score -1.150091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -11500903.000000 Penalty: 3696.466797
	Iteration 45Q: 3 clusters Score -1.15009e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -11500907.000000 Penalty: 3696.466797
	Iteration 46Q: 3 clusters Score -1.150091e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -11500926.000000 Penalty: 3696.466797
	Iteration 47Q: 3 clusters Score -1.150093e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -11500922.000000 Penalty: 3696.466797
	Iteration 48Q: 3 clusters Score -1.150092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -11500940.000000 Penalty: 3696.466797
	Iteration 49Q: 3 clusters Score -1.150094e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -11500938.000000 Penalty: 3696.466797
	Iteration 50Q: 3 clusters Score -1.150094e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -11500933.000000 Penalty: 3696.466797
	Iteration 51Q: 3 clusters Score -1.150093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -11500941.000000 Penalty: 3696.466797
	Iteration 52Q: 3 clusters Score -1.150094e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -11500924.000000 Penalty: 3696.466797
	Iteration 53Q: 3 clusters Score -1.150092e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -11500932.000000 Penalty: 3696.466797
	Iteration 54Q: 3 clusters Score -1.150093e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -11500931.000000 Penalty: 3696.466797
	Iteration 55Q: 3 clusters Score -1.150093e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -11500951.000000 Penalty: 3696.466797
	Iteration 56Q: 3 clusters Score -1.150095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -11500967.000000 Penalty: 3696.466797
	Iteration 57Q: 3 clusters Score -1.150097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -11500956.000000 Penalty: 3696.466797
	Iteration 58Q: 3 clusters Score -1.150096e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -11500946.000000 Penalty: 3696.466797
	Iteration 59Q: 3 clusters Score -1.150095e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -11500921.000000 Penalty: 3696.466797
	Iteration 60F: 3 clusters Score -1.150092e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -11500924.000000 Penalty: 3696.466797
	Iteration 61Q: 3 clusters Score -1.150092e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -11500924.000000 Penalty: 3696.466797
	Iteration 62Q: 3 clusters Score -1.150092e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -11500927.000000 Penalty: 3696.466797
	Iteration 63Q: 3 clusters Score -1.150093e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -11500931.000000 Penalty: 3696.466797
	Iteration 64Q: 3 clusters Score -1.150093e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -11500946.000000 Penalty: 3696.466797
	Iteration 65Q: 3 clusters Score -1.150095e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -11500955.000000 Penalty: 3696.466797
	Iteration 66Q: 3 clusters Score -1.150096e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -11500949.000000 Penalty: 3696.466797
	Iteration 67Q: 3 clusters Score -1.150095e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -11500941.000000 Penalty: 3696.466797
	Iteration 68Q: 3 clusters Score -1.150094e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -11500950.000000 Penalty: 3696.466797
	Iteration 69Q: 3 clusters Score -1.150095e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -11500979.000000 Penalty: 3696.466797
	Iteration 70Q: 3 clusters Score -1.150098e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -11500968.000000 Penalty: 3696.466797
	Iteration 71Q: 3 clusters Score -1.150097e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -11500970.000000 Penalty: 3696.466797
	Iteration 72Q: 3 clusters Score -1.150097e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -11500968.000000 Penalty: 3696.466797
	Iteration 73Q: 3 clusters Score -1.150097e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -11500968.000000 Penalty: 3696.466797
	Iteration 74Q: 3 clusters Score -1.150097e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -11500967.000000 Penalty: 3696.466797
	Iteration 75Q: 3 clusters Score -1.150097e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -11500996.000000 Penalty: 3696.466797
	Iteration 76Q: 3 clusters Score -1.1501e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -11501016.000000 Penalty: 3696.466797
	Iteration 77Q: 3 clusters Score -1.150102e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -11501017.000000 Penalty: 3696.466797
	Iteration 78Q: 3 clusters Score -1.150102e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -11501036.000000 Penalty: 3696.466797
	Iteration 79Q: 3 clusters Score -1.150104e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -11501008.000000 Penalty: 3696.466797
	Iteration 80F: 3 clusters Score -1.150101e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -11501021.000000 Penalty: 3696.466797
	Iteration 81Q: 3 clusters Score -1.150102e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -11500989.000000 Penalty: 3696.466797
	Iteration 82Q: 3 clusters Score -1.150099e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -11501021.000000 Penalty: 3696.466797
	Iteration 83Q: 3 clusters Score -1.150102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -11501038.000000 Penalty: 3696.466797
	Iteration 84Q: 3 clusters Score -1.150104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -11501048.000000 Penalty: 3696.466797
	Iteration 85Q: 3 clusters Score -1.150105e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -11501064.000000 Penalty: 3696.466797
	Iteration 86Q: 3 clusters Score -1.150106e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -11501073.000000 Penalty: 3696.466797
	Iteration 87Q: 3 clusters Score -1.150107e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -11501036.000000 Penalty: 3696.466797
	Iteration 88Q: 3 clusters Score -1.150104e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -11501043.000000 Penalty: 3696.466797
	Iteration 89Q: 3 clusters Score -1.150104e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -11501062.000000 Penalty: 3696.466797
	Iteration 90Q: 3 clusters Score -1.150106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -11501080.000000 Penalty: 3696.466797
	Iteration 91Q: 3 clusters Score -1.150108e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -11501048.000000 Penalty: 3696.466797
	Iteration 92Q: 3 clusters Score -1.150105e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -11501048.000000 Penalty: 3696.466797
	Iteration 93Q: 3 clusters Score -1.150105e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -11501046.000000 Penalty: 3696.466797
	Iteration 94Q: 3 clusters Score -1.150105e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -11501060.000000 Penalty: 3696.466797
	Iteration 95Q: 3 clusters Score -1.150106e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -11501066.000000 Penalty: 3696.466797
	Iteration 96Q: 3 clusters Score -1.150107e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -11501074.000000 Penalty: 3696.466797
	Iteration 97Q: 3 clusters Score -1.150107e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -11501072.000000 Penalty: 3696.466797
	Iteration 98Q: 3 clusters Score -1.150107e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -11501064.000000 Penalty: 3696.466797
	Iteration 99Q: 3 clusters Score -1.150106e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -11501058.000000 Penalty: 3696.466797
	Iteration 100F: 3 clusters Score -1.150106e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -11501081.000000 Penalty: 3696.466797
	Iteration 101Q: 3 clusters Score -1.150108e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -11501079.000000 Penalty: 3696.466797
	Iteration 102Q: 3 clusters Score -1.150108e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -11501049.000000 Penalty: 3696.466797
	Iteration 103Q: 3 clusters Score -1.150105e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -11501096.000000 Penalty: 3696.466797
	Iteration 104Q: 3 clusters Score -1.15011e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.150109e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.150105e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.150103e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.150098e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.1501e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.150098e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.150096e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.150097e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.150098e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.150099e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.150097e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.150095e+07 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.150091e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.150091e+07 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.150089e+07 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.150088e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.150086e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.15009e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.150091e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.15009e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.150088e+07 nChanged 719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.150079e+07 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.150075e+07 nChanged 698
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.150074e+07 nChanged 687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.150072e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.150061e+07 nChanged 778
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.150055e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.150042e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.150034e+07 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.150022e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.150007e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.149993e+07 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.149983e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.149972e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.149963e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.149954e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.149945e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.149933e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.149922e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.149918e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.149906e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.149897e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.149886e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.149875e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.149875e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.14987e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.149869e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.149864e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.149858e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.149856e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.149852e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.14985e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.149846e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.149845e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.149842e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -11498402.000000 Penalty: 3696.466797
	Iteration 160F: 3 clusters Score -1.14984e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.149841e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.149836e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.149837e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.149832e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.149835e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.149836e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.149836e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.149835e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.149835e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.149833e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.149832e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.14983e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.149832e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -11498319.000000 Penalty: 3696.466797
	Iteration 174Q: 3 clusters Score -1.149832e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.149831e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -11498288.000000 Penalty: 3696.466797
	Iteration 176Q: 3 clusters Score -1.149829e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.14983e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.149828e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -11498317.000000 Penalty: 3696.466797
	Iteration 179Q: 3 clusters Score -1.149832e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -11498311.000000 Penalty: 3696.466797
	Iteration 180F: 3 clusters Score -1.149831e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -11498328.000000 Penalty: 3696.466797
	Iteration 181Q: 3 clusters Score -1.149833e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -11498312.000000 Penalty: 3696.466797
	Iteration 182Q: 3 clusters Score -1.149831e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -11498293.000000 Penalty: 3696.466797
	Iteration 183Q: 3 clusters Score -1.149829e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -11498298.000000 Penalty: 3696.466797
	Iteration 184Q: 3 clusters Score -1.14983e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -11498308.000000 Penalty: 3696.466797
	Iteration 185Q: 3 clusters Score -1.149831e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -11498288.000000 Penalty: 3696.466797
	Iteration 186Q: 3 clusters Score -1.149829e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -11498269.000000 Penalty: 3696.466797
	Iteration 187Q: 3 clusters Score -1.149827e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -11498245.000000 Penalty: 3696.466797
	Iteration 188Q: 3 clusters Score -1.149824e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -11498253.000000 Penalty: 3696.466797
	Iteration 189Q: 3 clusters Score -1.149825e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -11498234.000000 Penalty: 3696.466797
	Iteration 190Q: 3 clusters Score -1.149823e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -11498235.000000 Penalty: 3696.466797
	Iteration 191Q: 3 clusters Score -1.149824e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -11498251.000000 Penalty: 3696.466797
	Iteration 192Q: 3 clusters Score -1.149825e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -11498255.000000 Penalty: 3696.466797
	Iteration 193Q: 3 clusters Score -1.149826e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -11498231.000000 Penalty: 3696.466797
	Iteration 194Q: 3 clusters Score -1.149823e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -11498220.000000 Penalty: 3696.466797
	Iteration 195Q: 3 clusters Score -1.149822e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -11498191.000000 Penalty: 3696.466797
	Iteration 196Q: 3 clusters Score -1.149819e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -11498191.000000 Penalty: 3696.466797
	Iteration 197Q: 3 clusters Score -1.149819e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -11498182.000000 Penalty: 3696.466797
	Iteration 198Q: 3 clusters Score -1.149818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -11498198.000000 Penalty: 3696.466797
	Iteration 199Q: 3 clusters Score -1.14982e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -11498190.000000 Penalty: 3696.466797
	Iteration 200F: 3 clusters Score -1.149819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -11498167.000000 Penalty: 3696.466797
	Iteration 201Q: 3 clusters Score -1.149817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -11498179.000000 Penalty: 3696.466797
	Iteration 202Q: 3 clusters Score -1.149818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -11498179.000000 Penalty: 3696.466797
	Iteration 203Q: 3 clusters Score -1.149818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -11498161.000000 Penalty: 3696.466797
	Iteration 204Q: 3 clusters Score -1.149816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -11498159.000000 Penalty: 3696.466797
	Iteration 205Q: 3 clusters Score -1.149816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -11498162.000000 Penalty: 3696.466797
	Iteration 206Q: 3 clusters Score -1.149816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 207Q: 3 clusters Score -1.149814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -11498150.000000 Penalty: 3696.466797
	Iteration 208Q: 3 clusters Score -1.149815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -11498148.000000 Penalty: 3696.466797
	Iteration 209Q: 3 clusters Score -1.149815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -11498150.000000 Penalty: 3696.466797
	Iteration 210Q: 3 clusters Score -1.149815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -11498151.000000 Penalty: 3696.466797
	Iteration 211Q: 3 clusters Score -1.149815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -11498153.000000 Penalty: 3696.466797
	Iteration 212Q: 3 clusters Score -1.149815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -11498150.000000 Penalty: 3696.466797
	Iteration 213Q: 3 clusters Score -1.149815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -11498155.000000 Penalty: 3696.466797
	Iteration 214Q: 3 clusters Score -1.149816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -11498158.000000 Penalty: 3696.466797
	Iteration 215Q: 3 clusters Score -1.149816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -11498160.000000 Penalty: 3696.466797
	Iteration 216Q: 3 clusters Score -1.149816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -11498167.000000 Penalty: 3696.466797
	Iteration 217Q: 3 clusters Score -1.149817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -11498167.000000 Penalty: 3696.466797
	Iteration 218Q: 3 clusters Score -1.149817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -11498166.000000 Penalty: 3696.466797
	Iteration 219Q: 3 clusters Score -1.149817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -11498163.000000 Penalty: 3696.466797
	Iteration 220F: 3 clusters Score -1.149816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -11498171.000000 Penalty: 3696.466797
	Iteration 221Q: 3 clusters Score -1.149817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -11498165.000000 Penalty: 3696.466797
	Iteration 222Q: 3 clusters Score -1.149816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -11498162.000000 Penalty: 3696.466797
	Iteration 223Q: 3 clusters Score -1.149816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -11498161.000000 Penalty: 3696.466797
	Iteration 224Q: 3 clusters Score -1.149816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -11498168.000000 Penalty: 3696.466797
	Iteration 225Q: 3 clusters Score -1.149817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -11498161.000000 Penalty: 3696.466797
	Iteration 226Q: 3 clusters Score -1.149816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -11498164.000000 Penalty: 3696.466797
	Iteration 227Q: 3 clusters Score -1.149816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -11498172.000000 Penalty: 3696.466797
	Iteration 228Q: 3 clusters Score -1.149817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -11498169.000000 Penalty: 3696.466797
	Iteration 229Q: 3 clusters Score -1.149817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -11498173.000000 Penalty: 3696.466797
	Iteration 230Q: 3 clusters Score -1.149817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -11498177.000000 Penalty: 3696.466797
	Iteration 231Q: 3 clusters Score -1.149818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -11498182.000000 Penalty: 3696.466797
	Iteration 232Q: 3 clusters Score -1.149818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -11498184.000000 Penalty: 3696.466797
	Iteration 233Q: 3 clusters Score -1.149818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -11498190.000000 Penalty: 3696.466797
	Iteration 234Q: 3 clusters Score -1.149819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -11498193.000000 Penalty: 3696.466797
	Iteration 235Q: 3 clusters Score -1.149819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -11498194.000000 Penalty: 3696.466797
	Iteration 236Q: 3 clusters Score -1.149819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -11498194.000000 Penalty: 3696.466797
	Iteration 237Q: 3 clusters Score -1.149819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -11498190.000000 Penalty: 3696.466797
	Iteration 238Q: 3 clusters Score -1.149819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -11498195.000000 Penalty: 3696.466797
	Iteration 239Q: 3 clusters Score -1.14982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -11498189.000000 Penalty: 3696.466797
	Iteration 240F: 3 clusters Score -1.149819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -11498187.000000 Penalty: 3696.466797
	Iteration 241Q: 3 clusters Score -1.149819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -11498181.000000 Penalty: 3696.466797
	Iteration 242Q: 3 clusters Score -1.149818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -11498161.000000 Penalty: 3696.466797
	Iteration 243Q: 3 clusters Score -1.149816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -11498157.000000 Penalty: 3696.466797
	Iteration 244Q: 3 clusters Score -1.149816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -11498162.000000 Penalty: 3696.466797
	Iteration 245Q: 3 clusters Score -1.149816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -11498155.000000 Penalty: 3696.466797
	Iteration 246Q: 3 clusters Score -1.149816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -11498167.000000 Penalty: 3696.466797
	Iteration 247Q: 3 clusters Score -1.149817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -11498159.000000 Penalty: 3696.466797
	Iteration 248Q: 3 clusters Score -1.149816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -11498155.000000 Penalty: 3696.466797
	Iteration 249Q: 3 clusters Score -1.149816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -11498152.000000 Penalty: 3696.466797
	Iteration 250Q: 3 clusters Score -1.149815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -11498145.000000 Penalty: 3696.466797
	Iteration 251Q: 3 clusters Score -1.149814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 79875 members 
Entering Unmasked Estep 
Score: -11498147.000000 Penalty: 3696.466797
	Iteration 252Q: 3 clusters Score -1.149815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -11498151.000000 Penalty: 3696.466797
	Iteration 253Q: 3 clusters Score -1.149815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 254Q: 3 clusters Score -1.149814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -11498147.000000 Penalty: 3696.466797
	Iteration 255Q: 3 clusters Score -1.149815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -11498146.000000 Penalty: 3696.466797
	Iteration 256Q: 3 clusters Score -1.149815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -11498147.000000 Penalty: 3696.466797
	Iteration 257Q: 3 clusters Score -1.149815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -11498144.000000 Penalty: 3696.466797
	Iteration 258Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -11498133.000000 Penalty: 3696.466797
	Iteration 259Q: 3 clusters Score -1.149813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 260F: 3 clusters Score -1.149814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -11498146.000000 Penalty: 3696.466797
	Iteration 261Q: 3 clusters Score -1.149815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -11498139.000000 Penalty: 3696.466797
	Iteration 262Q: 3 clusters Score -1.149814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -11498136.000000 Penalty: 3696.466797
	Iteration 263Q: 3 clusters Score -1.149814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -11498141.000000 Penalty: 3696.466797
	Iteration 264Q: 3 clusters Score -1.149814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -11498139.000000 Penalty: 3696.466797
	Iteration 265Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -11498135.000000 Penalty: 3696.466797
	Iteration 266Q: 3 clusters Score -1.149814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -11498138.000000 Penalty: 3696.466797
	Iteration 267Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -11498141.000000 Penalty: 3696.466797
	Iteration 268Q: 3 clusters Score -1.149814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -11498139.000000 Penalty: 3696.466797
	Iteration 269Q: 3 clusters Score -1.149814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 270Q: 3 clusters Score -1.149814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -11498148.000000 Penalty: 3696.466797
	Iteration 271Q: 3 clusters Score -1.149815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -11498148.000000 Penalty: 3696.466797
	Iteration 272Q: 3 clusters Score -1.149815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -11498142.000000 Penalty: 3696.466797
	Iteration 273Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 274Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -11498141.000000 Penalty: 3696.466797
	Iteration 275Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -11498138.000000 Penalty: 3696.466797
	Iteration 276Q: 3 clusters Score -1.149814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -11498138.000000 Penalty: 3696.466797
	Iteration 277Q: 3 clusters Score -1.149814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -11498146.000000 Penalty: 3696.466797
	Iteration 278Q: 3 clusters Score -1.149815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 279Q: 3 clusters Score -1.149814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3696.466797
	Iteration 280F: 3 clusters Score -1.149814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -11498136.000000 Penalty: 3696.466797
	Iteration 281Q: 3 clusters Score -1.149814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -11498134.000000 Penalty: 3696.466797
	Iteration 282Q: 3 clusters Score -1.149813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -11498133.000000 Penalty: 3696.466797
	Iteration 283Q: 3 clusters Score -1.149813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -11498131.000000 Penalty: 3696.466797
	Iteration 284Q: 3 clusters Score -1.149813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -11498132.000000 Penalty: 3696.466797
	Iteration 285Q: 3 clusters Score -1.149813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -11498132.000000 Penalty: 3696.466797
	Iteration 286F: 3 clusters Score -1.149813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Entering Unmasked Estep 
Score: -2129518.000000 Penalty: 1574.169312
	Iteration 0F: 2 clusters Score -2129518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2118402.750000 Penalty: 3148.338623
	Iteration 0F: 3 clusters Score -2118403 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2122337.750000 Penalty: 3148.338623
	Iteration 1F: 3 clusters Score -2122338 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2122594.250000 Penalty: 3148.338623
	Iteration 2Q: 3 clusters Score -2122594 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2122875.500000 Penalty: 3148.338623
	Iteration 3Q: 3 clusters Score -2122876 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2123286.000000 Penalty: 3148.338623
	Iteration 4Q: 3 clusters Score -2123286 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2123895.500000 Penalty: 3148.338623
	Iteration 5F: 3 clusters Score -2123896 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2124781.750000 Penalty: 3148.338623
	Iteration 6F: 3 clusters Score -2124782 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2125901.250000 Penalty: 3148.338623
	Iteration 7F: 3 clusters Score -2125901 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2126899.000000 Penalty: 3148.338623
	Iteration 8F: 3 clusters Score -2126899 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2127542.500000 Penalty: 3148.338623
	Iteration 9Q: 3 clusters Score -2127542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2127836.000000 Penalty: 3148.338623
	Iteration 10Q: 3 clusters Score -2127836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2127966.750000 Penalty: 3148.338623
	Iteration 11Q: 3 clusters Score -2127967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2128047.000000 Penalty: 3148.338623
	Iteration 12Q: 3 clusters Score -2128047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2128091.500000 Penalty: 3148.338623
	Iteration 13Q: 3 clusters Score -2128092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2128102.750000 Penalty: 3148.338623
	Iteration 14Q: 3 clusters Score -2128103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2128114.000000 Penalty: 3148.338623
	Iteration 15Q: 3 clusters Score -2128114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2128122.750000 Penalty: 3148.338623
	Iteration 16Q: 3 clusters Score -2128123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2128123.250000 Penalty: 3148.338623
	Iteration 17Q: 3 clusters Score -2128123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2128123.250000 Penalty: 3148.338623
	Iteration 18F: 3 clusters Score -2128123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Entering Unmasked Estep 
Score: -7429136.500000 Penalty: 1777.018311
	Iteration 0F: 2 clusters Score -7429136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -7391850.500000 Penalty: 3554.036621
	Iteration 0F: 3 clusters Score -7391850 nChanged 26375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -7406985.500000 Penalty: 3554.036621
	Iteration 1F: 3 clusters Score -7406986 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -7407539.000000 Penalty: 3554.036621
	Iteration 2Q: 3 clusters Score -7407539 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -7408119.000000 Penalty: 3554.036621
	Iteration 3Q: 3 clusters Score -7408119 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -7408827.000000 Penalty: 3554.036621
	Iteration 4Q: 3 clusters Score -7408827 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -7410028.000000 Penalty: 3554.036621
	Iteration 5Q: 3 clusters Score -7410028 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -7411961.000000 Penalty: 3554.036621
	Iteration 6Q: 3 clusters Score -7411961 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -7415092.000000 Penalty: 3554.036621
	Iteration 7F: 3 clusters Score -7415092 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7418539.500000 Penalty: 3554.036621
	Iteration 8F: 3 clusters Score -7418540 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7421293.500000 Penalty: 3554.036621
	Iteration 9F: 3 clusters Score -7421294 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7423091.500000 Penalty: 3554.036621
	Iteration 10F: 3 clusters Score -7423092 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -7424239.000000 Penalty: 3554.036621
	Iteration 11Q: 3 clusters Score -7424239 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -7424926.000000 Penalty: 3554.036621
	Iteration 12Q: 3 clusters Score -7424926 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7425623.000000 Penalty: 3554.036621
	Iteration 13Q: 3 clusters Score -7425623 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7426281.000000 Penalty: 3554.036621
	Iteration 14Q: 3 clusters Score -7426281 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -7426771.500000 Penalty: 3554.036621
	Iteration 15Q: 3 clusters Score -7426772 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -7427127.500000 Penalty: 3554.036621
	Iteration 16Q: 3 clusters Score -7427128 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -7427355.000000 Penalty: 3554.036621
	Iteration 17Q: 3 clusters Score -7427355 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -7427500.500000 Penalty: 3554.036621
	Iteration 18Q: 3 clusters Score -7427500 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7427563.000000 Penalty: 3554.036621
	Iteration 19Q: 3 clusters Score -7427563 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -7427607.000000 Penalty: 3554.036621
	Iteration 20F: 3 clusters Score -7427607 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7427631.000000 Penalty: 3554.036621
	Iteration 21Q: 3 clusters Score -7427631 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -7427657.500000 Penalty: 3554.036621
	Iteration 22Q: 3 clusters Score -7427658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7427660.500000 Penalty: 3554.036621
	Iteration 23Q: 3 clusters Score -7427660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -7427644.500000 Penalty: 3554.036621
	Iteration 24Q: 3 clusters Score -7427644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -7427658.000000 Penalty: 3554.036621
	Iteration 25Q: 3 clusters Score -7427658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -7427653.500000 Penalty: 3554.036621
	Iteration 26Q: 3 clusters Score -7427654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -7427644.500000 Penalty: 3554.036621
	Iteration 27Q: 3 clusters Score -7427644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -7427652.000000 Penalty: 3554.036621
	Iteration 28Q: 3 clusters Score -7427652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -7427647.500000 Penalty: 3554.036621
	Iteration 29Q: 3 clusters Score -7427648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -7427648.500000 Penalty: 3554.036621
	Iteration 30Q: 3 clusters Score -7427648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -7427647.000000 Penalty: 3554.036621
	Iteration 31Q: 3 clusters Score -7427647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -7427648.500000 Penalty: 3554.036621
	Iteration 32Q: 3 clusters Score -7427648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -7427652.500000 Penalty: 3554.036621
	Iteration 33Q: 3 clusters Score -7427652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -7427656.000000 Penalty: 3554.036621
	Iteration 34Q: 3 clusters Score -7427656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7427656.500000 Penalty: 3554.036621
	Iteration 35Q: 3 clusters Score -7427656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7427656.500000 Penalty: 3554.036621
	Iteration 36F: 3 clusters Score -7427656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Entering Unmasked Estep 
Score: -2517782.500000 Penalty: 1601.015747
	Iteration 0F: 2 clusters Score -2517782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2504723.750000 Penalty: 3202.031494
	Iteration 0F: 3 clusters Score -2504724 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2509470.250000 Penalty: 3202.031494
	Iteration 1F: 3 clusters Score -2509470 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2509787.500000 Penalty: 3202.031494
	Iteration 2Q: 3 clusters Score -2509788 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2510027.250000 Penalty: 3202.031494
	Iteration 3Q: 3 clusters Score -2510027 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2510231.500000 Penalty: 3202.031494
	Iteration 4Q: 3 clusters Score -2510232 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2510442.000000 Penalty: 3202.031494
	Iteration 5Q: 3 clusters Score -2510442 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2510622.000000 Penalty: 3202.031494
	Iteration 6Q: 3 clusters Score -2510622 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2510794.000000 Penalty: 3202.031494
	Iteration 7Q: 3 clusters Score -2510794 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2510959.000000 Penalty: 3202.031494
	Iteration 8Q: 3 clusters Score -2510959 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2511082.250000 Penalty: 3202.031494
	Iteration 9Q: 3 clusters Score -2511082 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2511218.250000 Penalty: 3202.031494
	Iteration 10Q: 3 clusters Score -2511218 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2511358.000000 Penalty: 3202.031494
	Iteration 11Q: 3 clusters Score -2511358 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2511497.250000 Penalty: 3202.031494
	Iteration 12Q: 3 clusters Score -2511497 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2511657.250000 Penalty: 3202.031494
	Iteration 13Q: 3 clusters Score -2511657 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2511854.750000 Penalty: 3202.031494
	Iteration 14Q: 3 clusters Score -2511855 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2512109.750000 Penalty: 3202.031494
	Iteration 15Q: 3 clusters Score -2512110 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2512415.750000 Penalty: 3202.031494
	Iteration 16Q: 3 clusters Score -2512416 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2512786.750000 Penalty: 3202.031494
	Iteration 17Q: 3 clusters Score -2512787 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2513252.750000 Penalty: 3202.031494
	Iteration 18Q: 3 clusters Score -2513253 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2513795.500000 Penalty: 3202.031494
	Iteration 19Q: 3 clusters Score -2513796 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2514340.500000 Penalty: 3202.031494
	Iteration 20F: 3 clusters Score -2514340 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2514921.750000 Penalty: 3202.031494
	Iteration 21Q: 3 clusters Score -2514922 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2515444.750000 Penalty: 3202.031494
	Iteration 22Q: 3 clusters Score -2515445 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2515795.750000 Penalty: 3202.031494
	Iteration 23Q: 3 clusters Score -2515796 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2515993.000000 Penalty: 3202.031494
	Iteration 24Q: 3 clusters Score -2515993 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2516132.750000 Penalty: 3202.031494
	Iteration 25Q: 3 clusters Score -2516133 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2516221.750000 Penalty: 3202.031494
	Iteration 26Q: 3 clusters Score -2516222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2516269.000000 Penalty: 3202.031494
	Iteration 27Q: 3 clusters Score -2516269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2516290.250000 Penalty: 3202.031494
	Iteration 28Q: 3 clusters Score -2516290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2516321.750000 Penalty: 3202.031494
	Iteration 29Q: 3 clusters Score -2516322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2516352.500000 Penalty: 3202.031494
	Iteration 30Q: 3 clusters Score -2516352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2516372.750000 Penalty: 3202.031494
	Iteration 31Q: 3 clusters Score -2516373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2516394.500000 Penalty: 3202.031494
	Iteration 32Q: 3 clusters Score -2516394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2516411.250000 Penalty: 3202.031494
	Iteration 33Q: 3 clusters Score -2516411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2516420.500000 Penalty: 3202.031494
	Iteration 34Q: 3 clusters Score -2516420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2516424.750000 Penalty: 3202.031494
	Iteration 35Q: 3 clusters Score -2516425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2516429.000000 Penalty: 3202.031494
	Iteration 36Q: 3 clusters Score -2516429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2516435.500000 Penalty: 3202.031494
	Iteration 37Q: 3 clusters Score -2516436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2516436.750000 Penalty: 3202.031494
	Iteration 38Q: 3 clusters Score -2516437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2516438.250000 Penalty: 3202.031494
	Iteration 39Q: 3 clusters Score -2516438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2516438.250000 Penalty: 3202.031494
	Iteration 40F: 3 clusters Score -2516438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -362707.937500 Penalty: 1300.763672
	Iteration 0F: 2 clusters Score -362707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -360017.281250 Penalty: 2601.527344
	Iteration 0F: 3 clusters Score -360017.3 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -360701.968750 Penalty: 2601.527344
	Iteration 1F: 3 clusters Score -360702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -360902.812500 Penalty: 2601.527344
	Iteration 2F: 3 clusters Score -360902.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361071.937500 Penalty: 2601.527344
	Iteration 3F: 3 clusters Score -361071.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -361221.875000 Penalty: 2601.527344
	Iteration 4F: 3 clusters Score -361221.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -361329.781250 Penalty: 2601.527344
	Iteration 5F: 3 clusters Score -361329.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -361401.437500 Penalty: 2601.527344
	Iteration 6Q: 3 clusters Score -361401.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -361461.812500 Penalty: 2601.527344
	Iteration 7Q: 3 clusters Score -361461.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -361507.218750 Penalty: 2601.527344
	Iteration 8Q: 3 clusters Score -361507.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -361540.437500 Penalty: 2601.527344
	Iteration 9Q: 3 clusters Score -361540.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -361565.468750 Penalty: 2601.527344
	Iteration 10Q: 3 clusters Score -361565.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -361598.593750 Penalty: 2601.527344
	Iteration 11Q: 3 clusters Score -361598.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -361634.781250 Penalty: 2601.527344
	Iteration 12Q: 3 clusters Score -361634.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -361666.625000 Penalty: 2601.527344
	Iteration 13Q: 3 clusters Score -361666.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -361688.812500 Penalty: 2601.527344
	Iteration 14Q: 3 clusters Score -361688.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -361709.531250 Penalty: 2601.527344
	Iteration 15Q: 3 clusters Score -361709.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -361733.625000 Penalty: 2601.527344
	Iteration 16Q: 3 clusters Score -361733.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -361762.843750 Penalty: 2601.527344
	Iteration 17Q: 3 clusters Score -361762.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -361785.062500 Penalty: 2601.527344
	Iteration 18Q: 3 clusters Score -361785.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -361800.562500 Penalty: 2601.527344
	Iteration 19Q: 3 clusters Score -361800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -361810.750000 Penalty: 2601.527344
	Iteration 20F: 3 clusters Score -361810.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -361820.468750 Penalty: 2601.527344
	Iteration 21Q: 3 clusters Score -361820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -361825.718750 Penalty: 2601.527344
	Iteration 22Q: 3 clusters Score -361825.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -361830.218750 Penalty: 2601.527344
	Iteration 23Q: 3 clusters Score -361830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -361834.437500 Penalty: 2601.527344
	Iteration 24Q: 3 clusters Score -361834.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -361840.531250 Penalty: 2601.527344
	Iteration 25Q: 3 clusters Score -361840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -361844.406250 Penalty: 2601.527344
	Iteration 26Q: 3 clusters Score -361844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -361847.843750 Penalty: 2601.527344
	Iteration 27Q: 3 clusters Score -361847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -361848.687500 Penalty: 2601.527344
	Iteration 28Q: 3 clusters Score -361848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -361850.406250 Penalty: 2601.527344
	Iteration 29Q: 3 clusters Score -361850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -361853.062500 Penalty: 2601.527344
	Iteration 30Q: 3 clusters Score -361853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -361855.843750 Penalty: 2601.527344
	Iteration 31Q: 3 clusters Score -361855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -361857.875000 Penalty: 2601.527344
	Iteration 32Q: 3 clusters Score -361857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -361859.687500 Penalty: 2601.527344
	Iteration 33Q: 3 clusters Score -361859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -361863.468750 Penalty: 2601.527344
	Iteration 34Q: 3 clusters Score -361863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -361867.468750 Penalty: 2601.527344
	Iteration 35Q: 3 clusters Score -361867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -361871.218750 Penalty: 2601.527344
	Iteration 36Q: 3 clusters Score -361871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -361873.937500 Penalty: 2601.527344
	Iteration 37Q: 3 clusters Score -361873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -361876.343750 Penalty: 2601.527344
	Iteration 38Q: 3 clusters Score -361876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -361877.875000 Penalty: 2601.527344
	Iteration 39Q: 3 clusters Score -361877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -361879.656250 Penalty: 2601.527344
	Iteration 40F: 3 clusters Score -361879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -361880.625000 Penalty: 2601.527344
	Iteration 41Q: 3 clusters Score -361880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -361883.125000 Penalty: 2601.527344
	Iteration 42Q: 3 clusters Score -361883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -361885.250000 Penalty: 2601.527344
	Iteration 43Q: 3 clusters Score -361885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -361887.937500 Penalty: 2601.527344
	Iteration 44Q: 3 clusters Score -361887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -361890.093750 Penalty: 2601.527344
	Iteration 45Q: 3 clusters Score -361890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -361890.750000 Penalty: 2601.527344
	Iteration 46Q: 3 clusters Score -361890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -361891.312500 Penalty: 2601.527344
	Iteration 47Q: 3 clusters Score -361891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -361893.781250 Penalty: 2601.527344
	Iteration 48Q: 3 clusters Score -361893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -361895.906250 Penalty: 2601.527344
	Iteration 49Q: 3 clusters Score -361895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -361897.000000 Penalty: 2601.527344
	Iteration 50Q: 3 clusters Score -361897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -361898.218750 Penalty: 2601.527344
	Iteration 51Q: 3 clusters Score -361898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -361899.093750 Penalty: 2601.527344
	Iteration 52Q: 3 clusters Score -361899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -361901.250000 Penalty: 2601.527344
	Iteration 53Q: 3 clusters Score -361901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -361902.593750 Penalty: 2601.527344
	Iteration 54Q: 3 clusters Score -361902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -361905.500000 Penalty: 2601.527344
	Iteration 55Q: 3 clusters Score -361905.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -361908.156250 Penalty: 2601.527344
	Iteration 56Q: 3 clusters Score -361908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -361910.750000 Penalty: 2601.527344
	Iteration 57Q: 3 clusters Score -361910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -361918.062500 Penalty: 2601.527344
	Iteration 58Q: 3 clusters Score -361918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -361922.437500 Penalty: 2601.527344
	Iteration 59Q: 3 clusters Score -361922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -361928.718750 Penalty: 2601.527344
	Iteration 60F: 3 clusters Score -361928.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -361931.875000 Penalty: 2601.527344
	Iteration 61Q: 3 clusters Score -361931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -361936.343750 Penalty: 2601.527344
	Iteration 62Q: 3 clusters Score -361936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -361938.468750 Penalty: 2601.527344
	Iteration 63Q: 3 clusters Score -361938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -361941.562500 Penalty: 2601.527344
	Iteration 64Q: 3 clusters Score -361941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -361943.906250 Penalty: 2601.527344
	Iteration 65Q: 3 clusters Score -361943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -361946.906250 Penalty: 2601.527344
	Iteration 66Q: 3 clusters Score -361946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -361947.562500 Penalty: 2601.527344
	Iteration 67Q: 3 clusters Score -361947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -361949.093750 Penalty: 2601.527344
	Iteration 68Q: 3 clusters Score -361949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -361949.843750 Penalty: 2601.527344
	Iteration 69Q: 3 clusters Score -361949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -361949.843750 Penalty: 2601.527344
	Iteration 70F: 3 clusters Score -361949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17881.761719 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17881.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18087.017578 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18087.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18160.707031 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18160.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18177.916016 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18177.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18218.033203 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18218.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18222.695312 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18224.078125 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -18224.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18224.078125 Penalty: 1746.965454
	Iteration 7F: 3 clusters Score -18224.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Entering Unmasked Estep 
Score: -5735820.500000 Penalty: 1743.391235
	Iteration 0F: 2 clusters Score -5735820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -5705334.500000 Penalty: 3486.782471
	Iteration 0F: 3 clusters Score -5705334 nChanged 21303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5716949.500000 Penalty: 3486.782471
	Iteration 1F: 3 clusters Score -5716950 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5717370.500000 Penalty: 3486.782471
	Iteration 2Q: 3 clusters Score -5717370 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5717870.500000 Penalty: 3486.782471
	Iteration 3Q: 3 clusters Score -5717870 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -5718530.000000 Penalty: 3486.782471
	Iteration 4Q: 3 clusters Score -5718530 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5719690.000000 Penalty: 3486.782471
	Iteration 5F: 3 clusters Score -5719690 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5721813.500000 Penalty: 3486.782471
	Iteration 6F: 3 clusters Score -5721814 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5725040.500000 Penalty: 3486.782471
	Iteration 7F: 3 clusters Score -5725040 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5728903.500000 Penalty: 3486.782471
	Iteration 8F: 3 clusters Score -5728904 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5732002.000000 Penalty: 3486.782471
	Iteration 9F: 3 clusters Score -5732002 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5733447.000000 Penalty: 3486.782471
	Iteration 10Q: 3 clusters Score -5733447 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -5733982.500000 Penalty: 3486.782471
	Iteration 11Q: 3 clusters Score -5733982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -5734146.500000 Penalty: 3486.782471
	Iteration 12Q: 3 clusters Score -5734146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5734213.500000 Penalty: 3486.782471
	Iteration 13Q: 3 clusters Score -5734214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5734252.000000 Penalty: 3486.782471
	Iteration 14Q: 3 clusters Score -5734252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5734265.000000 Penalty: 3486.782471
	Iteration 15Q: 3 clusters Score -5734265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5734275.500000 Penalty: 3486.782471
	Iteration 16Q: 3 clusters Score -5734276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5734276.500000 Penalty: 3486.782471
	Iteration 17Q: 3 clusters Score -5734276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -5734280.000000 Penalty: 3486.782471
	Iteration 18Q: 3 clusters Score -5734280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5734282.500000 Penalty: 3486.782471
	Iteration 19Q: 3 clusters Score -5734282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5734284.000000 Penalty: 3486.782471
	Iteration 20F: 3 clusters Score -5734284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5734284.000000 Penalty: 3486.782471
	Iteration 21Q: 3 clusters Score -5734284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5734284.000000 Penalty: 3486.782471
	Iteration 22F: 3 clusters Score -5734284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -352926.187500 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -352926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -350394.218750 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -350394.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -350955.968750 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -350956 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -351071.437500 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -351071.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -351132.187500 Penalty: 2560.400391
	Iteration 3Q: 3 clusters Score -351132.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -351178.593750 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -351178.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -351212.625000 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -351212.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -351235.937500 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -351235.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -351252.062500 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -351252.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -351263.250000 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -351263.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -351275.250000 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -351275.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -351288.218750 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -351288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -351297.093750 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -351297.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -351304.937500 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -351304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -351313.500000 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -351313.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -351324.250000 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -351324.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -351332.187500 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -351332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -351337.343750 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -351337.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -351342.625000 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -351342.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -351347.687500 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -351347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -351355.250000 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -351355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -351359.750000 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -351359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -351365.406250 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -351365.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -351371.031250 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -351371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -351376.281250 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -351376.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -351380.093750 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -351380.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -351383.812500 Penalty: 2560.400391
	Iteration 25Q: 3 clusters Score -351383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -351388.406250 Penalty: 2560.400391
	Iteration 26Q: 3 clusters Score -351388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -351393.937500 Penalty: 2560.400391
	Iteration 27Q: 3 clusters Score -351393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -351397.968750 Penalty: 2560.400391
	Iteration 28Q: 3 clusters Score -351398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -351402.593750 Penalty: 2560.400391
	Iteration 29Q: 3 clusters Score -351402.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -351408.156250 Penalty: 2560.400391
	Iteration 30Q: 3 clusters Score -351408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -351411.125000 Penalty: 2560.400391
	Iteration 31Q: 3 clusters Score -351411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -351415.750000 Penalty: 2560.400391
	Iteration 32Q: 3 clusters Score -351415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -351422.343750 Penalty: 2560.400391
	Iteration 33Q: 3 clusters Score -351422.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -351427.468750 Penalty: 2560.400391
	Iteration 34Q: 3 clusters Score -351427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -351434.625000 Penalty: 2560.400391
	Iteration 35Q: 3 clusters Score -351434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -351439.437500 Penalty: 2560.400391
	Iteration 36Q: 3 clusters Score -351439.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -351444.281250 Penalty: 2560.400391
	Iteration 37Q: 3 clusters Score -351444.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -351448.218750 Penalty: 2560.400391
	Iteration 38Q: 3 clusters Score -351448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -351451.031250 Penalty: 2560.400391
	Iteration 39Q: 3 clusters Score -351451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -351455.468750 Penalty: 2560.400391
	Iteration 40F: 3 clusters Score -351455.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -351458.593750 Penalty: 2560.400391
	Iteration 41Q: 3 clusters Score -351458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -351462.500000 Penalty: 2560.400391
	Iteration 42Q: 3 clusters Score -351462.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -351468.468750 Penalty: 2560.400391
	Iteration 43Q: 3 clusters Score -351468.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -351474.437500 Penalty: 2560.400391
	Iteration 44Q: 3 clusters Score -351474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -351481.781250 Penalty: 2560.400391
	Iteration 45Q: 3 clusters Score -351481.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -351490.812500 Penalty: 2560.400391
	Iteration 46Q: 3 clusters Score -351490.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -351496.031250 Penalty: 2560.400391
	Iteration 47Q: 3 clusters Score -351496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -351500.531250 Penalty: 2560.400391
	Iteration 48Q: 3 clusters Score -351500.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -351507.531250 Penalty: 2560.400391
	Iteration 49Q: 3 clusters Score -351507.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -351517.750000 Penalty: 2560.400391
	Iteration 50Q: 3 clusters Score -351517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -351528.000000 Penalty: 2560.400391
	Iteration 51Q: 3 clusters Score -351528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -351540.656250 Penalty: 2560.400391
	Iteration 52Q: 3 clusters Score -351540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -351549.187500 Penalty: 2560.400391
	Iteration 53Q: 3 clusters Score -351549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -351562.937500 Penalty: 2560.400391
	Iteration 54Q: 3 clusters Score -351562.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -351579.375000 Penalty: 2560.400391
	Iteration 55Q: 3 clusters Score -351579.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -351593.062500 Penalty: 2560.400391
	Iteration 56Q: 3 clusters Score -351593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -351602.312500 Penalty: 2560.400391
	Iteration 57Q: 3 clusters Score -351602.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -351610.031250 Penalty: 2560.400391
	Iteration 58Q: 3 clusters Score -351610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -351620.062500 Penalty: 2560.400391
	Iteration 59Q: 3 clusters Score -351620.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -351628.281250 Penalty: 2560.400391
	Iteration 60F: 3 clusters Score -351628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -351637.312500 Penalty: 2560.400391
	Iteration 61Q: 3 clusters Score -351637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -351643.218750 Penalty: 2560.400391
	Iteration 62Q: 3 clusters Score -351643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -351650.750000 Penalty: 2560.400391
	Iteration 63Q: 3 clusters Score -351650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -351656.000000 Penalty: 2560.400391
	Iteration 64Q: 3 clusters Score -351656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -351658.750000 Penalty: 2560.400391
	Iteration 65Q: 3 clusters Score -351658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -351661.062500 Penalty: 2560.400391
	Iteration 66Q: 3 clusters Score -351661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -351664.031250 Penalty: 2560.400391
	Iteration 67Q: 3 clusters Score -351664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -351665.187500 Penalty: 2560.400391
	Iteration 68Q: 3 clusters Score -351665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -351669.375000 Penalty: 2560.400391
	Iteration 69Q: 3 clusters Score -351669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -351675.875000 Penalty: 2560.400391
	Iteration 70Q: 3 clusters Score -351675.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -351685.875000 Penalty: 2560.400391
	Iteration 71Q: 3 clusters Score -351685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -351692.812500 Penalty: 2560.400391
	Iteration 72Q: 3 clusters Score -351692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -351698.781250 Penalty: 2560.400391
	Iteration 73Q: 3 clusters Score -351698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -351705.468750 Penalty: 2560.400391
	Iteration 74Q: 3 clusters Score -351705.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -351713.062500 Penalty: 2560.400391
	Iteration 75Q: 3 clusters Score -351713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -351718.531250 Penalty: 2560.400391
	Iteration 76Q: 3 clusters Score -351718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -351723.531250 Penalty: 2560.400391
	Iteration 77Q: 3 clusters Score -351723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -351729.812500 Penalty: 2560.400391
	Iteration 78Q: 3 clusters Score -351729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -351733.875000 Penalty: 2560.400391
	Iteration 79Q: 3 clusters Score -351733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -351736.781250 Penalty: 2560.400391
	Iteration 80F: 3 clusters Score -351736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -351738.500000 Penalty: 2560.400391
	Iteration 81Q: 3 clusters Score -351738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -351740.718750 Penalty: 2560.400391
	Iteration 82Q: 3 clusters Score -351740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -351742.062500 Penalty: 2560.400391
	Iteration 83Q: 3 clusters Score -351742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -351742.156250 Penalty: 2560.400391
	Iteration 84Q: 3 clusters Score -351742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -351743.375000 Penalty: 2560.400391
	Iteration 85Q: 3 clusters Score -351743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -351744.406250 Penalty: 2560.400391
	Iteration 86Q: 3 clusters Score -351744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -351745.875000 Penalty: 2560.400391
	Iteration 87Q: 3 clusters Score -351745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -351745.625000 Penalty: 2560.400391
	Iteration 88Q: 3 clusters Score -351745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -351745.625000 Penalty: 2560.400391
	Iteration 89F: 3 clusters Score -351745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -126635.031250 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -126635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125212.609375 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -125212.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125408.656250 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -125408.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125448.132812 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -125448.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125468.421875 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -125468.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125491.679688 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -125491.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125509.234375 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -125509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125522.164062 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -125522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125529.453125 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -125529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125533.218750 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -125533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125540.554688 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -125540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125548.343750 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -125548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125551.078125 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -125551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125554.625000 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -125554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125557.921875 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -125557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125559.320312 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -125559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125559.734375 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -125559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125559.734375 Penalty: 2245.669922
	Iteration 16F: 3 clusters Score -125559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (64308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Entering Unmasked Estep 
Score: -8554875.000000 Penalty: 1799.109009
	Iteration 0F: 2 clusters Score -8554875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -8512346.000000 Penalty: 3598.218018
	Iteration 0F: 3 clusters Score -8512346 nChanged 30535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -8529870.000000 Penalty: 3598.218018
	Iteration 1F: 3 clusters Score -8529870 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8530435.000000 Penalty: 3598.218018
	Iteration 2Q: 3 clusters Score -8530435 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8531081.000000 Penalty: 3598.218018
	Iteration 3Q: 3 clusters Score -8531081 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -8531765.000000 Penalty: 3598.218018
	Iteration 4Q: 3 clusters Score -8531765 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8532572.000000 Penalty: 3598.218018
	Iteration 5Q: 3 clusters Score -8532572 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -8533498.000000 Penalty: 3598.218018
	Iteration 6Q: 3 clusters Score -8533498 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8534511.000000 Penalty: 3598.218018
	Iteration 7Q: 3 clusters Score -8534511 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -8535651.000000 Penalty: 3598.218018
	Iteration 8Q: 3 clusters Score -8535651 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -8536749.000000 Penalty: 3598.218018
	Iteration 9Q: 3 clusters Score -8536749 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -8538059.000000 Penalty: 3598.218018
	Iteration 10Q: 3 clusters Score -8538059 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8539558.000000 Penalty: 3598.218018
	Iteration 11Q: 3 clusters Score -8539558 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8541330.000000 Penalty: 3598.218018
	Iteration 12Q: 3 clusters Score -8541330 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8543040.000000 Penalty: 3598.218018
	Iteration 13Q: 3 clusters Score -8543040 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8544298.000000 Penalty: 3598.218018
	Iteration 14Q: 3 clusters Score -8544298 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -8545011.000000 Penalty: 3598.218018
	Iteration 15Q: 3 clusters Score -8545011 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8545495.000000 Penalty: 3598.218018
	Iteration 16Q: 3 clusters Score -8545495 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -8546043.000000 Penalty: 3598.218018
	Iteration 17Q: 3 clusters Score -8546043 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -8546550.000000 Penalty: 3598.218018
	Iteration 18Q: 3 clusters Score -8546550 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -8547131.000000 Penalty: 3598.218018
	Iteration 19Q: 3 clusters Score -8547131 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -8547790.000000 Penalty: 3598.218018
	Iteration 20F: 3 clusters Score -8547790 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -8548393.000000 Penalty: 3598.218018
	Iteration 21Q: 3 clusters Score -8548393 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -8548966.000000 Penalty: 3598.218018
	Iteration 22Q: 3 clusters Score -8548966 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -8549644.000000 Penalty: 3598.218018
	Iteration 23Q: 3 clusters Score -8549644 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -8550392.000000 Penalty: 3598.218018
	Iteration 24Q: 3 clusters Score -8550392 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -8551051.000000 Penalty: 3598.218018
	Iteration 25Q: 3 clusters Score -8551051 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -8551576.000000 Penalty: 3598.218018
	Iteration 26Q: 3 clusters Score -8551576 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -8552083.000000 Penalty: 3598.218018
	Iteration 27Q: 3 clusters Score -8552083 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8552459.000000 Penalty: 3598.218018
	Iteration 28Q: 3 clusters Score -8552459 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8552723.000000 Penalty: 3598.218018
	Iteration 29Q: 3 clusters Score -8552723 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -8552910.000000 Penalty: 3598.218018
	Iteration 30Q: 3 clusters Score -8552910 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -8553024.000000 Penalty: 3598.218018
	Iteration 31Q: 3 clusters Score -8553024 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8553149.000000 Penalty: 3598.218018
	Iteration 32Q: 3 clusters Score -8553149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -8553223.000000 Penalty: 3598.218018
	Iteration 33Q: 3 clusters Score -8553223 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -8553257.000000 Penalty: 3598.218018
	Iteration 34Q: 3 clusters Score -8553257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8553307.000000 Penalty: 3598.218018
	Iteration 35Q: 3 clusters Score -8553307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -8553317.000000 Penalty: 3598.218018
	Iteration 36Q: 3 clusters Score -8553317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -8553334.000000 Penalty: 3598.218018
	Iteration 37Q: 3 clusters Score -8553334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -8553352.000000 Penalty: 3598.218018
	Iteration 38Q: 3 clusters Score -8553352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -8553356.000000 Penalty: 3598.218018
	Iteration 39Q: 3 clusters Score -8553356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -8553375.000000 Penalty: 3598.218018
	Iteration 40F: 3 clusters Score -8553375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -8553375.000000 Penalty: 3598.218018
	Iteration 41Q: 3 clusters Score -8553375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -8553385.000000 Penalty: 3598.218018
	Iteration 42Q: 3 clusters Score -8553385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -8553385.000000 Penalty: 3598.218018
	Iteration 43Q: 3 clusters Score -8553385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -8553389.000000 Penalty: 3598.218018
	Iteration 44Q: 3 clusters Score -8553389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -8553388.000000 Penalty: 3598.218018
	Iteration 45Q: 3 clusters Score -8553388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8553390.000000 Penalty: 3598.218018
	Iteration 46Q: 3 clusters Score -8553390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8553390.000000 Penalty: 3598.218018
	Iteration 47F: 3 clusters Score -8553390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Entering Unmasked Estep 
Score: -5294920.000000 Penalty: 1721.505615
	Iteration 0F: 2 clusters Score -5294920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5268209.500000 Penalty: 3443.011230
	Iteration 0F: 3 clusters Score -5268210 nChanged 18627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -5278487.000000 Penalty: 3443.011230
	Iteration 1F: 3 clusters Score -5278487 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5278837.000000 Penalty: 3443.011230
	Iteration 2Q: 3 clusters Score -5278837 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5279272.500000 Penalty: 3443.011230
	Iteration 3Q: 3 clusters Score -5279272 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5279740.500000 Penalty: 3443.011230
	Iteration 4Q: 3 clusters Score -5279740 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -5280289.000000 Penalty: 3443.011230
	Iteration 5Q: 3 clusters Score -5280289 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5280884.000000 Penalty: 3443.011230
	Iteration 6Q: 3 clusters Score -5280884 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -5281593.500000 Penalty: 3443.011230
	Iteration 7Q: 3 clusters Score -5281594 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5282369.500000 Penalty: 3443.011230
	Iteration 8Q: 3 clusters Score -5282370 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5283178.000000 Penalty: 3443.011230
	Iteration 9Q: 3 clusters Score -5283178 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -5284155.500000 Penalty: 3443.011230
	Iteration 10Q: 3 clusters Score -5284156 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -5285387.000000 Penalty: 3443.011230
	Iteration 11Q: 3 clusters Score -5285387 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -5286884.000000 Penalty: 3443.011230
	Iteration 12Q: 3 clusters Score -5286884 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -5288560.500000 Penalty: 3443.011230
	Iteration 13Q: 3 clusters Score -5288560 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5290178.500000 Penalty: 3443.011230
	Iteration 14Q: 3 clusters Score -5290178 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5291248.000000 Penalty: 3443.011230
	Iteration 15Q: 3 clusters Score -5291248 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5291798.500000 Penalty: 3443.011230
	Iteration 16Q: 3 clusters Score -5291798 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -5292093.500000 Penalty: 3443.011230
	Iteration 17Q: 3 clusters Score -5292094 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5292290.500000 Penalty: 3443.011230
	Iteration 18Q: 3 clusters Score -5292290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5292443.000000 Penalty: 3443.011230
	Iteration 19Q: 3 clusters Score -5292443 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5292588.500000 Penalty: 3443.011230
	Iteration 20F: 3 clusters Score -5292588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -5292715.500000 Penalty: 3443.011230
	Iteration 21Q: 3 clusters Score -5292716 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5292785.000000 Penalty: 3443.011230
	Iteration 22Q: 3 clusters Score -5292785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5292813.500000 Penalty: 3443.011230
	Iteration 23Q: 3 clusters Score -5292814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5292876.500000 Penalty: 3443.011230
	Iteration 24Q: 3 clusters Score -5292876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5292929.500000 Penalty: 3443.011230
	Iteration 25Q: 3 clusters Score -5292930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5292984.000000 Penalty: 3443.011230
	Iteration 26Q: 3 clusters Score -5292984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5293021.000000 Penalty: 3443.011230
	Iteration 27Q: 3 clusters Score -5293021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -5293063.000000 Penalty: 3443.011230
	Iteration 28Q: 3 clusters Score -5293063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5293093.500000 Penalty: 3443.011230
	Iteration 29Q: 3 clusters Score -5293094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5293136.500000 Penalty: 3443.011230
	Iteration 30Q: 3 clusters Score -5293136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5293171.000000 Penalty: 3443.011230
	Iteration 31Q: 3 clusters Score -5293171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5293194.500000 Penalty: 3443.011230
	Iteration 32Q: 3 clusters Score -5293194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -5293224.500000 Penalty: 3443.011230
	Iteration 33Q: 3 clusters Score -5293224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -5293244.500000 Penalty: 3443.011230
	Iteration 34Q: 3 clusters Score -5293244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5293256.500000 Penalty: 3443.011230
	Iteration 35Q: 3 clusters Score -5293256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5293269.500000 Penalty: 3443.011230
	Iteration 36Q: 3 clusters Score -5293270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5293287.000000 Penalty: 3443.011230
	Iteration 37Q: 3 clusters Score -5293287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5293311.000000 Penalty: 3443.011230
	Iteration 38Q: 3 clusters Score -5293311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -5293320.500000 Penalty: 3443.011230
	Iteration 39Q: 3 clusters Score -5293320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5293329.500000 Penalty: 3443.011230
	Iteration 40F: 3 clusters Score -5293330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5293347.500000 Penalty: 3443.011230
	Iteration 41Q: 3 clusters Score -5293348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5293361.000000 Penalty: 3443.011230
	Iteration 42Q: 3 clusters Score -5293361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5293369.000000 Penalty: 3443.011230
	Iteration 43Q: 3 clusters Score -5293369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5293383.000000 Penalty: 3443.011230
	Iteration 44Q: 3 clusters Score -5293383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5293390.500000 Penalty: 3443.011230
	Iteration 45Q: 3 clusters Score -5293390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5293392.000000 Penalty: 3443.011230
	Iteration 46Q: 3 clusters Score -5293392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5293404.000000 Penalty: 3443.011230
	Iteration 47Q: 3 clusters Score -5293404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -5293404.000000 Penalty: 3443.011230
	Iteration 48Q: 3 clusters Score -5293404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5293404.500000 Penalty: 3443.011230
	Iteration 49Q: 3 clusters Score -5293404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5293412.000000 Penalty: 3443.011230
	Iteration 50Q: 3 clusters Score -5293412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5293409.500000 Penalty: 3443.011230
	Iteration 51Q: 3 clusters Score -5293410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5293411.500000 Penalty: 3443.011230
	Iteration 52Q: 3 clusters Score -5293412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5293412.000000 Penalty: 3443.011230
	Iteration 53Q: 3 clusters Score -5293412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5293421.000000 Penalty: 3443.011230
	Iteration 54Q: 3 clusters Score -5293421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5293426.500000 Penalty: 3443.011230
	Iteration 55Q: 3 clusters Score -5293426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5293433.000000 Penalty: 3443.011230
	Iteration 56Q: 3 clusters Score -5293433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5293432.000000 Penalty: 3443.011230
	Iteration 57Q: 3 clusters Score -5293432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5293429.000000 Penalty: 3443.011230
	Iteration 58Q: 3 clusters Score -5293429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5293429.000000 Penalty: 3443.011230
	Iteration 59F: 3 clusters Score -5293429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -349699.656250 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -349699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -347098.375000 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -347098.4 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -347689.437500 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -347689.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -347835.406250 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -347835.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -347921.937500 Penalty: 2573.080811
	Iteration 3Q: 3 clusters Score -347921.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -347998.687500 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -347998.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -348075.843750 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -348075.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -348139.125000 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -348139.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -348208.500000 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -348208.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -348276.437500 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -348276.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -348342.625000 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -348342.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -348391.437500 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -348391.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -348437.218750 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -348437.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -348490.875000 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -348490.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -348538.156250 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -348538.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -348570.937500 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -348570.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -348602.718750 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -348602.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -348633.718750 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -348633.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -348666.531250 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -348666.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -348683.343750 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -348683.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -348691.187500 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -348691.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -348700.062500 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -348700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -348709.750000 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -348709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -348716.031250 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -348716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -348726.250000 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -348726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -348739.468750 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -348739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -348748.968750 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -348749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -348754.531250 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -348754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -348757.531250 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -348757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -348760.781250 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -348760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -348763.437500 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -348763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -348764.968750 Penalty: 2573.080811
	Iteration 30Q: 3 clusters Score -348765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -348767.562500 Penalty: 2573.080811
	Iteration 31Q: 3 clusters Score -348767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -348768.937500 Penalty: 2573.080811
	Iteration 32Q: 3 clusters Score -348768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -348771.593750 Penalty: 2573.080811
	Iteration 33Q: 3 clusters Score -348771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -348772.531250 Penalty: 2573.080811
	Iteration 34Q: 3 clusters Score -348772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -348772.531250 Penalty: 2573.080811
	Iteration 35F: 3 clusters Score -348772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -590433.875000 Penalty: 1377.207031
	Iteration 0F: 2 clusters Score -590433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -586625.375000 Penalty: 2754.414062
	Iteration 0F: 3 clusters Score -586625.4 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -587564.062500 Penalty: 2754.414062
	Iteration 1F: 3 clusters Score -587564.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -587748.062500 Penalty: 2754.414062
	Iteration 2F: 3 clusters Score -587748.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -587897.750000 Penalty: 2754.414062
	Iteration 3F: 3 clusters Score -587897.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -588034.500000 Penalty: 2754.414062
	Iteration 4F: 3 clusters Score -588034.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -588129.625000 Penalty: 2754.414062
	Iteration 5Q: 3 clusters Score -588129.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -588212.062500 Penalty: 2754.414062
	Iteration 6Q: 3 clusters Score -588212.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -588280.812500 Penalty: 2754.414062
	Iteration 7Q: 3 clusters Score -588280.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -588335.625000 Penalty: 2754.414062
	Iteration 8Q: 3 clusters Score -588335.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -588380.937500 Penalty: 2754.414062
	Iteration 9Q: 3 clusters Score -588380.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -588418.875000 Penalty: 2754.414062
	Iteration 10Q: 3 clusters Score -588418.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -588449.937500 Penalty: 2754.414062
	Iteration 11Q: 3 clusters Score -588449.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -588473.437500 Penalty: 2754.414062
	Iteration 12Q: 3 clusters Score -588473.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -588488.750000 Penalty: 2754.414062
	Iteration 13Q: 3 clusters Score -588488.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -588504.000000 Penalty: 2754.414062
	Iteration 14Q: 3 clusters Score -588504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -588519.812500 Penalty: 2754.414062
	Iteration 15Q: 3 clusters Score -588519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -588529.187500 Penalty: 2754.414062
	Iteration 16Q: 3 clusters Score -588529.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -588538.750000 Penalty: 2754.414062
	Iteration 17Q: 3 clusters Score -588538.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -588550.937500 Penalty: 2754.414062
	Iteration 18Q: 3 clusters Score -588550.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -588564.500000 Penalty: 2754.414062
	Iteration 19Q: 3 clusters Score -588564.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -588579.562500 Penalty: 2754.414062
	Iteration 20F: 3 clusters Score -588579.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -588590.187500 Penalty: 2754.414062
	Iteration 21Q: 3 clusters Score -588590.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -588607.125000 Penalty: 2754.414062
	Iteration 22Q: 3 clusters Score -588607.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -588626.375000 Penalty: 2754.414062
	Iteration 23Q: 3 clusters Score -588626.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -588653.937500 Penalty: 2754.414062
	Iteration 24Q: 3 clusters Score -588653.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -588686.687500 Penalty: 2754.414062
	Iteration 25Q: 3 clusters Score -588686.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -588724.562500 Penalty: 2754.414062
	Iteration 26Q: 3 clusters Score -588724.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -588762.625000 Penalty: 2754.414062
	Iteration 27Q: 3 clusters Score -588762.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -588807.125000 Penalty: 2754.414062
	Iteration 28Q: 3 clusters Score -588807.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -588848.187500 Penalty: 2754.414062
	Iteration 29Q: 3 clusters Score -588848.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -588882.625000 Penalty: 2754.414062
	Iteration 30Q: 3 clusters Score -588882.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -588920.375000 Penalty: 2754.414062
	Iteration 31Q: 3 clusters Score -588920.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -588951.687500 Penalty: 2754.414062
	Iteration 32Q: 3 clusters Score -588951.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -588978.125000 Penalty: 2754.414062
	Iteration 33Q: 3 clusters Score -588978.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -589011.000000 Penalty: 2754.414062
	Iteration 34Q: 3 clusters Score -589011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -589036.500000 Penalty: 2754.414062
	Iteration 35Q: 3 clusters Score -589036.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -589063.500000 Penalty: 2754.414062
	Iteration 36Q: 3 clusters Score -589063.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -589087.937500 Penalty: 2754.414062
	Iteration 37Q: 3 clusters Score -589087.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -589112.312500 Penalty: 2754.414062
	Iteration 38Q: 3 clusters Score -589112.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -589133.562500 Penalty: 2754.414062
	Iteration 39Q: 3 clusters Score -589133.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -589149.500000 Penalty: 2754.414062
	Iteration 40F: 3 clusters Score -589149.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -589166.625000 Penalty: 2754.414062
	Iteration 41Q: 3 clusters Score -589166.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -589182.000000 Penalty: 2754.414062
	Iteration 42Q: 3 clusters Score -589182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -589194.750000 Penalty: 2754.414062
	Iteration 43Q: 3 clusters Score -589194.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -589211.937500 Penalty: 2754.414062
	Iteration 44Q: 3 clusters Score -589211.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -589223.250000 Penalty: 2754.414062
	Iteration 45Q: 3 clusters Score -589223.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -589233.625000 Penalty: 2754.414062
	Iteration 46Q: 3 clusters Score -589233.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -589242.437500 Penalty: 2754.414062
	Iteration 47Q: 3 clusters Score -589242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -589246.187500 Penalty: 2754.414062
	Iteration 48Q: 3 clusters Score -589246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -589250.125000 Penalty: 2754.414062
	Iteration 49Q: 3 clusters Score -589250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -589251.062500 Penalty: 2754.414062
	Iteration 50Q: 3 clusters Score -589251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -589252.937500 Penalty: 2754.414062
	Iteration 51Q: 3 clusters Score -589252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -589254.187500 Penalty: 2754.414062
	Iteration 52Q: 3 clusters Score -589254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -589253.937500 Penalty: 2754.414062
	Iteration 53Q: 3 clusters Score -589253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -589253.437500 Penalty: 2754.414062
	Iteration 54Q: 3 clusters Score -589253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -589254.187500 Penalty: 2754.414062
	Iteration 55Q: 3 clusters Score -589254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -589254.312500 Penalty: 2754.414062
	Iteration 56Q: 3 clusters Score -589254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -589256.187500 Penalty: 2754.414062
	Iteration 57Q: 3 clusters Score -589256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -589259.562500 Penalty: 2754.414062
	Iteration 58Q: 3 clusters Score -589259.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -589264.062500 Penalty: 2754.414062
	Iteration 59Q: 3 clusters Score -589264.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -589267.750000 Penalty: 2754.414062
	Iteration 60F: 3 clusters Score -589267.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -589273.187500 Penalty: 2754.414062
	Iteration 61Q: 3 clusters Score -589273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -589276.812500 Penalty: 2754.414062
	Iteration 62Q: 3 clusters Score -589276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -589282.687500 Penalty: 2754.414062
	Iteration 63Q: 3 clusters Score -589282.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -589287.937500 Penalty: 2754.414062
	Iteration 64Q: 3 clusters Score -589287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -589291.750000 Penalty: 2754.414062
	Iteration 65Q: 3 clusters Score -589291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -589298.250000 Penalty: 2754.414062
	Iteration 66Q: 3 clusters Score -589298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -589310.375000 Penalty: 2754.414062
	Iteration 67Q: 3 clusters Score -589310.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -589317.687500 Penalty: 2754.414062
	Iteration 68Q: 3 clusters Score -589317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -589321.062500 Penalty: 2754.414062
	Iteration 69Q: 3 clusters Score -589321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -589323.500000 Penalty: 2754.414062
	Iteration 70Q: 3 clusters Score -589323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -589327.437500 Penalty: 2754.414062
	Iteration 71Q: 3 clusters Score -589327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -589330.062500 Penalty: 2754.414062
	Iteration 72Q: 3 clusters Score -589330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -589332.062500 Penalty: 2754.414062
	Iteration 73Q: 3 clusters Score -589332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -589333.750000 Penalty: 2754.414062
	Iteration 74Q: 3 clusters Score -589333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -589338.687500 Penalty: 2754.414062
	Iteration 75Q: 3 clusters Score -589338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -589343.750000 Penalty: 2754.414062
	Iteration 76Q: 3 clusters Score -589343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -589349.750000 Penalty: 2754.414062
	Iteration 77Q: 3 clusters Score -589349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -589351.812500 Penalty: 2754.414062
	Iteration 78Q: 3 clusters Score -589351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -589356.687500 Penalty: 2754.414062
	Iteration 79Q: 3 clusters Score -589356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -589359.750000 Penalty: 2754.414062
	Iteration 80F: 3 clusters Score -589359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -589361.625000 Penalty: 2754.414062
	Iteration 81Q: 3 clusters Score -589361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -589363.125000 Penalty: 2754.414062
	Iteration 82Q: 3 clusters Score -589363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -589364.062500 Penalty: 2754.414062
	Iteration 83Q: 3 clusters Score -589364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -589364.312500 Penalty: 2754.414062
	Iteration 84Q: 3 clusters Score -589364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -589364.875000 Penalty: 2754.414062
	Iteration 85Q: 3 clusters Score -589364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -589364.875000 Penalty: 2754.414062
	Iteration 86F: 3 clusters Score -589364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -203276.109375 Penalty: 1196.120239
	Iteration 0F: 2 clusters Score -203276.1 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 764 members 
Entering Unmasked Estep 
Score: -201455.734375 Penalty: 2392.240479
	Iteration 0F: 3 clusters Score -201455.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201802.421875 Penalty: 2392.240479
	Iteration 1F: 3 clusters Score -201802.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -201892.828125 Penalty: 2392.240479
	Iteration 2F: 3 clusters Score -201892.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -201935.234375 Penalty: 2392.240479
	Iteration 3Q: 3 clusters Score -201935.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -201959.781250 Penalty: 2392.240479
	Iteration 4Q: 3 clusters Score -201959.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -201971.296875 Penalty: 2392.240479
	Iteration 5Q: 3 clusters Score -201971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -201977.843750 Penalty: 2392.240479
	Iteration 6Q: 3 clusters Score -201977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -201986.984375 Penalty: 2392.240479
	Iteration 7Q: 3 clusters Score -201987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -201994.828125 Penalty: 2392.240479
	Iteration 8Q: 3 clusters Score -201994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202001.687500 Penalty: 2392.240479
	Iteration 9Q: 3 clusters Score -202001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -202007.125000 Penalty: 2392.240479
	Iteration 10Q: 3 clusters Score -202007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202013.078125 Penalty: 2392.240479
	Iteration 11Q: 3 clusters Score -202013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202026.703125 Penalty: 2392.240479
	Iteration 12Q: 3 clusters Score -202026.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202043.203125 Penalty: 2392.240479
	Iteration 13Q: 3 clusters Score -202043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -202056.765625 Penalty: 2392.240479
	Iteration 14Q: 3 clusters Score -202056.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -202075.640625 Penalty: 2392.240479
	Iteration 15Q: 3 clusters Score -202075.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -202099.875000 Penalty: 2392.240479
	Iteration 16Q: 3 clusters Score -202099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -202124.046875 Penalty: 2392.240479
	Iteration 17Q: 3 clusters Score -202124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -202144.984375 Penalty: 2392.240479
	Iteration 18Q: 3 clusters Score -202145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -202152.359375 Penalty: 2392.240479
	Iteration 19Q: 3 clusters Score -202152.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202157.281250 Penalty: 2392.240479
	Iteration 20F: 3 clusters Score -202157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202160.390625 Penalty: 2392.240479
	Iteration 21Q: 3 clusters Score -202160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -202163.203125 Penalty: 2392.240479
	Iteration 22Q: 3 clusters Score -202163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202167.515625 Penalty: 2392.240479
	Iteration 23Q: 3 clusters Score -202167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202171.203125 Penalty: 2392.240479
	Iteration 24Q: 3 clusters Score -202171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202175.031250 Penalty: 2392.240479
	Iteration 25Q: 3 clusters Score -202175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -202180.500000 Penalty: 2392.240479
	Iteration 26Q: 3 clusters Score -202180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202185.203125 Penalty: 2392.240479
	Iteration 27Q: 3 clusters Score -202185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202193.109375 Penalty: 2392.240479
	Iteration 28Q: 3 clusters Score -202193.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202198.609375 Penalty: 2392.240479
	Iteration 29Q: 3 clusters Score -202198.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202206.062500 Penalty: 2392.240479
	Iteration 30Q: 3 clusters Score -202206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -202210.343750 Penalty: 2392.240479
	Iteration 31Q: 3 clusters Score -202210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202214.734375 Penalty: 2392.240479
	Iteration 32Q: 3 clusters Score -202214.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202218.187500 Penalty: 2392.240479
	Iteration 33Q: 3 clusters Score -202218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202221.468750 Penalty: 2392.240479
	Iteration 34Q: 3 clusters Score -202221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202223.687500 Penalty: 2392.240479
	Iteration 35Q: 3 clusters Score -202223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202223.640625 Penalty: 2392.240479
	Iteration 36Q: 3 clusters Score -202223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202224.500000 Penalty: 2392.240479
	Iteration 37Q: 3 clusters Score -202224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202225.765625 Penalty: 2392.240479
	Iteration 38Q: 3 clusters Score -202225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202228.375000 Penalty: 2392.240479
	Iteration 39Q: 3 clusters Score -202228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202231.562500 Penalty: 2392.240479
	Iteration 40F: 3 clusters Score -202231.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202235.875000 Penalty: 2392.240479
	Iteration 41Q: 3 clusters Score -202235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202238.843750 Penalty: 2392.240479
	Iteration 42Q: 3 clusters Score -202238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202241.109375 Penalty: 2392.240479
	Iteration 43Q: 3 clusters Score -202241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -202242.125000 Penalty: 2392.240479
	Iteration 44Q: 3 clusters Score -202242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202243.609375 Penalty: 2392.240479
	Iteration 45Q: 3 clusters Score -202243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202244.546875 Penalty: 2392.240479
	Iteration 46Q: 3 clusters Score -202244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202244.546875 Penalty: 2392.240479
	Iteration 47F: 3 clusters Score -202244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Entering Unmasked Estep 
Score: -1281617.125000 Penalty: 1509.667358
	Iteration 0F: 2 clusters Score -1281617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1273991.750000 Penalty: 3019.334717
	Iteration 0F: 3 clusters Score -1273992 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1276705.500000 Penalty: 3019.334717
	Iteration 1F: 3 clusters Score -1276706 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1277419.000000 Penalty: 3019.334717
	Iteration 2F: 3 clusters Score -1277419 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1278220.875000 Penalty: 3019.334717
	Iteration 3F: 3 clusters Score -1278221 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1279056.250000 Penalty: 3019.334717
	Iteration 4F: 3 clusters Score -1279056 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1279684.125000 Penalty: 3019.334717
	Iteration 5F: 3 clusters Score -1279684 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1280067.000000 Penalty: 3019.334717
	Iteration 6F: 3 clusters Score -1280067 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1280285.750000 Penalty: 3019.334717
	Iteration 7Q: 3 clusters Score -1280286 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1280417.000000 Penalty: 3019.334717
	Iteration 8Q: 3 clusters Score -1280417 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1280522.875000 Penalty: 3019.334717
	Iteration 9Q: 3 clusters Score -1280523 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1280624.625000 Penalty: 3019.334717
	Iteration 10Q: 3 clusters Score -1280625 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1280732.125000 Penalty: 3019.334717
	Iteration 11Q: 3 clusters Score -1280732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1280814.375000 Penalty: 3019.334717
	Iteration 12Q: 3 clusters Score -1280814 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1280897.750000 Penalty: 3019.334717
	Iteration 13Q: 3 clusters Score -1280898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1280965.625000 Penalty: 3019.334717
	Iteration 14Q: 3 clusters Score -1280966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1281027.250000 Penalty: 3019.334717
	Iteration 15Q: 3 clusters Score -1281027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1281086.875000 Penalty: 3019.334717
	Iteration 16Q: 3 clusters Score -1281087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1281128.750000 Penalty: 3019.334717
	Iteration 17Q: 3 clusters Score -1281129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1281159.000000 Penalty: 3019.334717
	Iteration 18Q: 3 clusters Score -1281159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1281177.875000 Penalty: 3019.334717
	Iteration 19Q: 3 clusters Score -1281178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1281193.250000 Penalty: 3019.334717
	Iteration 20F: 3 clusters Score -1281193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1281204.125000 Penalty: 3019.334717
	Iteration 21Q: 3 clusters Score -1281204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1281211.250000 Penalty: 3019.334717
	Iteration 22Q: 3 clusters Score -1281211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1281221.625000 Penalty: 3019.334717
	Iteration 23Q: 3 clusters Score -1281222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1281227.750000 Penalty: 3019.334717
	Iteration 24Q: 3 clusters Score -1281228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1281233.125000 Penalty: 3019.334717
	Iteration 25Q: 3 clusters Score -1281233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1281234.375000 Penalty: 3019.334717
	Iteration 26Q: 3 clusters Score -1281234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1281239.625000 Penalty: 3019.334717
	Iteration 27Q: 3 clusters Score -1281240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1281241.125000 Penalty: 3019.334717
	Iteration 28Q: 3 clusters Score -1281241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1281242.875000 Penalty: 3019.334717
	Iteration 29Q: 3 clusters Score -1281243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1281245.250000 Penalty: 3019.334717
	Iteration 30Q: 3 clusters Score -1281245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1281245.250000 Penalty: 3019.334717
	Iteration 31F: 3 clusters Score -1281245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -870778.687500 Penalty: 1428.912598
	Iteration 0F: 2 clusters Score -870778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -865750.812500 Penalty: 2857.825195
	Iteration 0F: 3 clusters Score -865750.8 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -867180.562500 Penalty: 2857.825195
	Iteration 1F: 3 clusters Score -867180.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -867394.062500 Penalty: 2857.825195
	Iteration 2F: 3 clusters Score -867394.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -867628.312500 Penalty: 2857.825195
	Iteration 3F: 3 clusters Score -867628.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -867905.437500 Penalty: 2857.825195
	Iteration 4F: 3 clusters Score -867905.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -868175.375000 Penalty: 2857.825195
	Iteration 5F: 3 clusters Score -868175.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -868486.312500 Penalty: 2857.825195
	Iteration 6F: 3 clusters Score -868486.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -868845.625000 Penalty: 2857.825195
	Iteration 7F: 3 clusters Score -868845.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -869212.125000 Penalty: 2857.825195
	Iteration 8F: 3 clusters Score -869212.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -869489.250000 Penalty: 2857.825195
	Iteration 9Q: 3 clusters Score -869489.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -869663.187500 Penalty: 2857.825195
	Iteration 10Q: 3 clusters Score -869663.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -869745.000000 Penalty: 2857.825195
	Iteration 11Q: 3 clusters Score -869745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -869773.250000 Penalty: 2857.825195
	Iteration 12Q: 3 clusters Score -869773.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -869793.437500 Penalty: 2857.825195
	Iteration 13Q: 3 clusters Score -869793.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -869803.812500 Penalty: 2857.825195
	Iteration 14Q: 3 clusters Score -869803.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -869812.500000 Penalty: 2857.825195
	Iteration 15Q: 3 clusters Score -869812.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -869815.500000 Penalty: 2857.825195
	Iteration 16Q: 3 clusters Score -869815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -869817.625000 Penalty: 2857.825195
	Iteration 17Q: 3 clusters Score -869817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -869820.562500 Penalty: 2857.825195
	Iteration 18Q: 3 clusters Score -869820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -869819.875000 Penalty: 2857.825195
	Iteration 19Q: 3 clusters Score -869819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -869821.062500 Penalty: 2857.825195
	Iteration 20F: 3 clusters Score -869821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -869823.062500 Penalty: 2857.825195
	Iteration 21Q: 3 clusters Score -869823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -869825.062500 Penalty: 2857.825195
	Iteration 22Q: 3 clusters Score -869825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -869825.687500 Penalty: 2857.825195
	Iteration 23Q: 3 clusters Score -869825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -869825.250000 Penalty: 2857.825195
	Iteration 24Q: 3 clusters Score -869825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -869826.750000 Penalty: 2857.825195
	Iteration 25Q: 3 clusters Score -869826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -869827.937500 Penalty: 2857.825195
	Iteration 26Q: 3 clusters Score -869827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -869827.937500 Penalty: 2857.825195
	Iteration 27F: 3 clusters Score -869827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -66749.617188 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -66749.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65619.828125 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -65619.83 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65857.476562 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -65857.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65998.757812 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -65998.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66125.117188 Penalty: 2094.342773
	Iteration 3F: 3 clusters Score -66125.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66258.750000 Penalty: 2094.342773
	Iteration 4F: 3 clusters Score -66258.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66328.046875 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -66328.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66376.109375 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -66376.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66409.757812 Penalty: 2094.342773
	Iteration 7Q: 3 clusters Score -66409.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66418.953125 Penalty: 2094.342773
	Iteration 8Q: 3 clusters Score -66418.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66424.695312 Penalty: 2094.342773
	Iteration 9Q: 3 clusters Score -66424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66428.882812 Penalty: 2094.342773
	Iteration 10Q: 3 clusters Score -66428.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66434.328125 Penalty: 2094.342773
	Iteration 11Q: 3 clusters Score -66434.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66438.000000 Penalty: 2094.342773
	Iteration 12Q: 3 clusters Score -66438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66438.000000 Penalty: 2094.342773
	Iteration 13F: 3 clusters Score -66438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7208.145020 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7208.145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7272.153809 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7272.154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7277.261719 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7277.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7293.606934 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -7293.607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7310.939453 Penalty: 1503.116211
	Iteration 4Q: 3 clusters Score -7310.939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7318.098633 Penalty: 1503.116211
	Iteration 5Q: 3 clusters Score -7318.099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7327.761719 Penalty: 1503.116211
	Iteration 6Q: 3 clusters Score -7327.762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7329.846191 Penalty: 1503.116211
	Iteration 7Q: 3 clusters Score -7329.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7333.462891 Penalty: 1503.116211
	Iteration 8Q: 3 clusters Score -7333.463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7333.462891 Penalty: 1503.116211
	Iteration 9F: 3 clusters Score -7333.463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -86301.140625 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -86301.14 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 343 members 
Entering Unmasked Estep 
Score: -85046.851562 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -85046.85 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85224.804688 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -85224.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85286.406250 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -85286.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85324.921875 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -85324.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85366.937500 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -85366.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85410.085938 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -85410.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85440.304688 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -85440.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85459.164062 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -85459.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85470.476562 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -85470.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85479.679688 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -85479.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85481.093750 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -85481.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85481.859375 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -85481.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85482.250000 Penalty: 2123.481201
	Iteration 12Q: 3 clusters Score -85482.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85483.257812 Penalty: 2123.481201
	Iteration 13Q: 3 clusters Score -85483.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85483.257812 Penalty: 2123.481201
	Iteration 14F: 3 clusters Score -85483.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Entering Unmasked Estep 
Score: -781270.250000 Penalty: 1412.037964
	Iteration 0F: 2 clusters Score -781270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -776688.562500 Penalty: 2824.075928
	Iteration 0F: 3 clusters Score -776688.6 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -777997.062500 Penalty: 2824.075928
	Iteration 1F: 3 clusters Score -777997.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -778251.250000 Penalty: 2824.075928
	Iteration 2F: 3 clusters Score -778251.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -778496.625000 Penalty: 2824.075928
	Iteration 3F: 3 clusters Score -778496.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -778735.375000 Penalty: 2824.075928
	Iteration 4F: 3 clusters Score -778735.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -778933.875000 Penalty: 2824.075928
	Iteration 5F: 3 clusters Score -778933.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -779147.437500 Penalty: 2824.075928
	Iteration 6F: 3 clusters Score -779147.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -779386.562500 Penalty: 2824.075928
	Iteration 7F: 3 clusters Score -779386.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -779642.000000 Penalty: 2824.075928
	Iteration 8Q: 3 clusters Score -779642 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -779908.875000 Penalty: 2824.075928
	Iteration 9Q: 3 clusters Score -779908.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -780093.375000 Penalty: 2824.075928
	Iteration 10Q: 3 clusters Score -780093.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -780193.250000 Penalty: 2824.075928
	Iteration 11Q: 3 clusters Score -780193.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -780242.437500 Penalty: 2824.075928
	Iteration 12Q: 3 clusters Score -780242.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -780261.625000 Penalty: 2824.075928
	Iteration 13Q: 3 clusters Score -780261.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -780275.250000 Penalty: 2824.075928
	Iteration 14Q: 3 clusters Score -780275.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -780285.500000 Penalty: 2824.075928
	Iteration 15Q: 3 clusters Score -780285.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -780293.000000 Penalty: 2824.075928
	Iteration 16Q: 3 clusters Score -780293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -780299.437500 Penalty: 2824.075928
	Iteration 17Q: 3 clusters Score -780299.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -780304.750000 Penalty: 2824.075928
	Iteration 18Q: 3 clusters Score -780304.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -780306.687500 Penalty: 2824.075928
	Iteration 19Q: 3 clusters Score -780306.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -780308.750000 Penalty: 2824.075928
	Iteration 20F: 3 clusters Score -780308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -780307.875000 Penalty: 2824.075928
	Iteration 21Q: 3 clusters Score -780307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -780308.125000 Penalty: 2824.075928
	Iteration 22Q: 3 clusters Score -780308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -780308.125000 Penalty: 2824.075928
	Iteration 23F: 3 clusters Score -780308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -459800.718750 Penalty: 1333.303711
	Iteration 0F: 2 clusters Score -459800.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -456599.281250 Penalty: 2666.607422
	Iteration 0F: 3 clusters Score -456599.3 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -457464.812500 Penalty: 2666.607422
	Iteration 1F: 3 clusters Score -457464.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -457686.437500 Penalty: 2666.607422
	Iteration 2F: 3 clusters Score -457686.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -457874.500000 Penalty: 2666.607422
	Iteration 3F: 3 clusters Score -457874.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -458028.093750 Penalty: 2666.607422
	Iteration 4F: 3 clusters Score -458028.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -458150.187500 Penalty: 2666.607422
	Iteration 5Q: 3 clusters Score -458150.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -458250.500000 Penalty: 2666.607422
	Iteration 6Q: 3 clusters Score -458250.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -458346.375000 Penalty: 2666.607422
	Iteration 7Q: 3 clusters Score -458346.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -458445.656250 Penalty: 2666.607422
	Iteration 8Q: 3 clusters Score -458445.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -458553.937500 Penalty: 2666.607422
	Iteration 9Q: 3 clusters Score -458553.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -458670.750000 Penalty: 2666.607422
	Iteration 10Q: 3 clusters Score -458670.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -458773.125000 Penalty: 2666.607422
	Iteration 11Q: 3 clusters Score -458773.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -458850.875000 Penalty: 2666.607422
	Iteration 12Q: 3 clusters Score -458850.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -458930.281250 Penalty: 2666.607422
	Iteration 13Q: 3 clusters Score -458930.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -458997.625000 Penalty: 2666.607422
	Iteration 14Q: 3 clusters Score -458997.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -459045.375000 Penalty: 2666.607422
	Iteration 15Q: 3 clusters Score -459045.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -459075.968750 Penalty: 2666.607422
	Iteration 16Q: 3 clusters Score -459076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -459109.406250 Penalty: 2666.607422
	Iteration 17Q: 3 clusters Score -459109.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -459131.437500 Penalty: 2666.607422
	Iteration 18Q: 3 clusters Score -459131.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -459151.468750 Penalty: 2666.607422
	Iteration 19Q: 3 clusters Score -459151.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -459165.375000 Penalty: 2666.607422
	Iteration 20F: 3 clusters Score -459165.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -459169.500000 Penalty: 2666.607422
	Iteration 21Q: 3 clusters Score -459169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -459172.437500 Penalty: 2666.607422
	Iteration 22Q: 3 clusters Score -459172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -459173.687500 Penalty: 2666.607422
	Iteration 23Q: 3 clusters Score -459173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -459175.625000 Penalty: 2666.607422
	Iteration 24Q: 3 clusters Score -459175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -459178.593750 Penalty: 2666.607422
	Iteration 25Q: 3 clusters Score -459178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -459178.093750 Penalty: 2666.607422
	Iteration 26Q: 3 clusters Score -459178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -459179.531250 Penalty: 2666.607422
	Iteration 27Q: 3 clusters Score -459179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -459180.250000 Penalty: 2666.607422
	Iteration 28Q: 3 clusters Score -459180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -459180.250000 Penalty: 2666.607422
	Iteration 29F: 3 clusters Score -459180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (35233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Entering Unmasked Estep 
Score: -4706258.000000 Penalty: 1701.332397
	Iteration 0F: 2 clusters Score -4706258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4682733.500000 Penalty: 3402.664795
	Iteration 0F: 3 clusters Score -4682734 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4691713.500000 Penalty: 3402.664795
	Iteration 1F: 3 clusters Score -4691714 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4692114.500000 Penalty: 3402.664795
	Iteration 2Q: 3 clusters Score -4692114 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4692453.000000 Penalty: 3402.664795
	Iteration 3Q: 3 clusters Score -4692453 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4692769.000000 Penalty: 3402.664795
	Iteration 4Q: 3 clusters Score -4692769 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4693141.000000 Penalty: 3402.664795
	Iteration 5Q: 3 clusters Score -4693141 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4693569.000000 Penalty: 3402.664795
	Iteration 6Q: 3 clusters Score -4693569 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4694151.000000 Penalty: 3402.664795
	Iteration 7Q: 3 clusters Score -4694151 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4694954.000000 Penalty: 3402.664795
	Iteration 8Q: 3 clusters Score -4694954 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4696125.500000 Penalty: 3402.664795
	Iteration 9Q: 3 clusters Score -4696126 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4697472.000000 Penalty: 3402.664795
	Iteration 10F: 3 clusters Score -4697472 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -4698846.000000 Penalty: 3402.664795
	Iteration 11Q: 3 clusters Score -4698846 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4699913.500000 Penalty: 3402.664795
	Iteration 12Q: 3 clusters Score -4699914 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4700556.000000 Penalty: 3402.664795
	Iteration 13Q: 3 clusters Score -4700556 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4700973.500000 Penalty: 3402.664795
	Iteration 14Q: 3 clusters Score -4700974 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4701339.000000 Penalty: 3402.664795
	Iteration 15Q: 3 clusters Score -4701339 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4701683.000000 Penalty: 3402.664795
	Iteration 16Q: 3 clusters Score -4701683 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4702035.000000 Penalty: 3402.664795
	Iteration 17Q: 3 clusters Score -4702035 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4702351.500000 Penalty: 3402.664795
	Iteration 18Q: 3 clusters Score -4702352 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4702680.000000 Penalty: 3402.664795
	Iteration 19Q: 3 clusters Score -4702680 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4702994.000000 Penalty: 3402.664795
	Iteration 20F: 3 clusters Score -4702994 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4703292.000000 Penalty: 3402.664795
	Iteration 21Q: 3 clusters Score -4703292 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4703553.500000 Penalty: 3402.664795
	Iteration 22Q: 3 clusters Score -4703554 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4703785.000000 Penalty: 3402.664795
	Iteration 23Q: 3 clusters Score -4703785 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4703984.000000 Penalty: 3402.664795
	Iteration 24Q: 3 clusters Score -4703984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4704109.500000 Penalty: 3402.664795
	Iteration 25Q: 3 clusters Score -4704110 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4704249.000000 Penalty: 3402.664795
	Iteration 26Q: 3 clusters Score -4704249 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4704327.500000 Penalty: 3402.664795
	Iteration 27Q: 3 clusters Score -4704328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4704391.500000 Penalty: 3402.664795
	Iteration 28Q: 3 clusters Score -4704392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4704455.500000 Penalty: 3402.664795
	Iteration 29Q: 3 clusters Score -4704456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4704493.500000 Penalty: 3402.664795
	Iteration 30Q: 3 clusters Score -4704494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4704545.000000 Penalty: 3402.664795
	Iteration 31Q: 3 clusters Score -4704545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4704588.000000 Penalty: 3402.664795
	Iteration 32Q: 3 clusters Score -4704588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4704613.000000 Penalty: 3402.664795
	Iteration 33Q: 3 clusters Score -4704613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4704642.500000 Penalty: 3402.664795
	Iteration 34Q: 3 clusters Score -4704642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4704669.000000 Penalty: 3402.664795
	Iteration 35Q: 3 clusters Score -4704669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4704679.000000 Penalty: 3402.664795
	Iteration 36Q: 3 clusters Score -4704679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4704694.500000 Penalty: 3402.664795
	Iteration 37Q: 3 clusters Score -4704694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4704700.000000 Penalty: 3402.664795
	Iteration 38Q: 3 clusters Score -4704700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4704702.500000 Penalty: 3402.664795
	Iteration 39Q: 3 clusters Score -4704702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4704711.000000 Penalty: 3402.664795
	Iteration 40F: 3 clusters Score -4704711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4704720.000000 Penalty: 3402.664795
	Iteration 41Q: 3 clusters Score -4704720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4704727.000000 Penalty: 3402.664795
	Iteration 42Q: 3 clusters Score -4704727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4704724.500000 Penalty: 3402.664795
	Iteration 43Q: 3 clusters Score -4704724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4704727.500000 Penalty: 3402.664795
	Iteration 44Q: 3 clusters Score -4704728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4704730.000000 Penalty: 3402.664795
	Iteration 45Q: 3 clusters Score -4704730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4704732.000000 Penalty: 3402.664795
	Iteration 46Q: 3 clusters Score -4704732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4704732.500000 Penalty: 3402.664795
	Iteration 47Q: 3 clusters Score -4704732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4704733.000000 Penalty: 3402.664795
	Iteration 48Q: 3 clusters Score -4704733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4704731.500000 Penalty: 3402.664795
	Iteration 49Q: 3 clusters Score -4704732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4704732.500000 Penalty: 3402.664795
	Iteration 50Q: 3 clusters Score -4704732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4704731.500000 Penalty: 3402.664795
	Iteration 51Q: 3 clusters Score -4704732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4704735.500000 Penalty: 3402.664795
	Iteration 52Q: 3 clusters Score -4704736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4704738.000000 Penalty: 3402.664795
	Iteration 53Q: 3 clusters Score -4704738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4704738.000000 Penalty: 3402.664795
	Iteration 54F: 3 clusters Score -4704738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -166684.109375 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -166684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -165029.171875 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -165029.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -165356.234375 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -165356.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165440.781250 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -165440.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -165477.250000 Penalty: 2336.724854
	Iteration 3Q: 3 clusters Score -165477.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -165489.125000 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -165489.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -165494.187500 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -165494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -165495.687500 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -165495.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -165496.375000 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -165496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165498.828125 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -165498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165500.718750 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -165500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165501.500000 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -165501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -165501.953125 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -165502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165502.812500 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -165502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165503.625000 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -165503.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165503.625000 Penalty: 2336.724854
	Iteration 14F: 3 clusters Score -165503.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (71563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Entering Unmasked Estep 
Score: -9507834.000000 Penalty: 1816.479126
	Iteration 0F: 2 clusters Score -9507834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -9461368.000000 Penalty: 3632.958252
	Iteration 0F: 3 clusters Score -9461368 nChanged 34081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -9480884.000000 Penalty: 3632.958252
	Iteration 1F: 3 clusters Score -9480884 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -9481416.000000 Penalty: 3632.958252
	Iteration 2Q: 3 clusters Score -9481416 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -9482176.000000 Penalty: 3632.958252
	Iteration 3Q: 3 clusters Score -9482176 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -9483332.000000 Penalty: 3632.958252
	Iteration 4Q: 3 clusters Score -9483332 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -9485576.000000 Penalty: 3632.958252
	Iteration 5F: 3 clusters Score -9485576 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -9489293.000000 Penalty: 3632.958252
	Iteration 6F: 3 clusters Score -9489293 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -9494597.000000 Penalty: 3632.958252
	Iteration 7F: 3 clusters Score -9494597 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -9500113.000000 Penalty: 3632.958252
	Iteration 8F: 3 clusters Score -9500113 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -9503799.000000 Penalty: 3632.958252
	Iteration 9F: 3 clusters Score -9503799 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -9505493.000000 Penalty: 3632.958252
	Iteration 10Q: 3 clusters Score -9505493 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -9505984.000000 Penalty: 3632.958252
	Iteration 11Q: 3 clusters Score -9505984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -9506121.000000 Penalty: 3632.958252
	Iteration 12Q: 3 clusters Score -9506121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -9506177.000000 Penalty: 3632.958252
	Iteration 13Q: 3 clusters Score -9506177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -9506209.000000 Penalty: 3632.958252
	Iteration 14Q: 3 clusters Score -9506209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -9506225.000000 Penalty: 3632.958252
	Iteration 15Q: 3 clusters Score -9506225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9506237.000000 Penalty: 3632.958252
	Iteration 16Q: 3 clusters Score -9506237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -9506257.000000 Penalty: 3632.958252
	Iteration 17Q: 3 clusters Score -9506257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -9506268.000000 Penalty: 3632.958252
	Iteration 18Q: 3 clusters Score -9506268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -9506266.000000 Penalty: 3632.958252
	Iteration 19Q: 3 clusters Score -9506266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -9506271.000000 Penalty: 3632.958252
	Iteration 20F: 3 clusters Score -9506271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23017 members 
Mstep: Class 4 contains 76934 members 
Mstep: Class 5 contains 19220 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53774 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74535 members 
Mstep: Class 10 contains 60450 members 
Mstep: Class 11 contains 34744 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 22058 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 75784 members 
Mstep: Class 18 contains 14615 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 87007 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 56134 members 
Mstep: Class 24 contains 19004 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45641 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64308 members 
Mstep: Class 32 contains 39890 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6590 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5940 members 
Mstep: Class 42 contains 3659 members 
Mstep: Class 43 contains 35233 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795032.000000 Penalty: 98784.976562
Iteration 439Q: 45 clusters Score -1.27795e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23012 members 
Mstep: Class 4 contains 76929 members 
Mstep: Class 5 contains 19212 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53828 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74543 members 
Mstep: Class 10 contains 60445 members 
Mstep: Class 11 contains 34858 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 75782 members 
Mstep: Class 18 contains 14616 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 87028 members 
Mstep: Class 22 contains 16095 members 
Mstep: Class 23 contains 56069 members 
Mstep: Class 24 contains 18982 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45629 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64280 members 
Mstep: Class 32 contains 39688 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6595 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5937 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 35382 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795320.000000 Penalty: 98784.976562
Iteration 440F: 45 clusters Score -1.277953e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23011 members 
Mstep: Class 4 contains 76930 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53881 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74548 members 
Mstep: Class 10 contains 60446 members 
Mstep: Class 11 contains 34972 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 22067 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 75782 members 
Mstep: Class 18 contains 14617 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6998 members 
Mstep: Class 21 contains 87047 members 
Mstep: Class 22 contains 16079 members 
Mstep: Class 23 contains 55986 members 
Mstep: Class 24 contains 18961 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45632 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64242 members 
Mstep: Class 32 contains 39465 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10833 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5940 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 35531 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795320.000000 Penalty: 98784.976562
Iteration 441Q: 45 clusters Score -1.277953e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23020 members 
Mstep: Class 4 contains 76929 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53935 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74553 members 
Mstep: Class 10 contains 60450 members 
Mstep: Class 11 contains 35113 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 22053 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4590 members 
Mstep: Class 17 contains 75764 members 
Mstep: Class 18 contains 14622 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 87074 members 
Mstep: Class 22 contains 16052 members 
Mstep: Class 23 contains 55916 members 
Mstep: Class 24 contains 18944 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45640 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64194 members 
Mstep: Class 32 contains 39228 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5942 members 
Mstep: Class 42 contains 3661 members 
Mstep: Class 43 contains 35704 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795408.000000 Penalty: 98784.976562
Iteration 442Q: 45 clusters Score -1.277954e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 76985 members 
Mstep: Class 5 contains 19182 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53958 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74573 members 
Mstep: Class 10 contains 60450 members 
Mstep: Class 11 contains 35254 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 75741 members 
Mstep: Class 18 contains 14620 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7012 members 
Mstep: Class 21 contains 87092 members 
Mstep: Class 22 contains 16018 members 
Mstep: Class 23 contains 55860 members 
Mstep: Class 24 contains 18933 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45647 members 
Mstep: Class 29 contains 2645 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 64107 members 
Mstep: Class 32 contains 38939 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6610 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5945 members 
Mstep: Class 42 contains 3662 members 
Mstep: Class 43 contains 35862 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795056.000000 Penalty: 98784.976562
Iteration 443Q: 45 clusters Score -1.277951e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23038 members 
Mstep: Class 4 contains 77049 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 53998 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74600 members 
Mstep: Class 10 contains 60455 members 
Mstep: Class 11 contains 35395 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 22045 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4524 members 
Mstep: Class 17 contains 75705 members 
Mstep: Class 18 contains 14621 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7023 members 
Mstep: Class 21 contains 87101 members 
Mstep: Class 22 contains 15990 members 
Mstep: Class 23 contains 55813 members 
Mstep: Class 24 contains 18922 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45672 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63962 members 
Mstep: Class 32 contains 38659 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6616 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5948 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 36089 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794872.000000 Penalty: 98784.976562
Iteration 444Q: 45 clusters Score -1.277949e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23042 members 
Mstep: Class 4 contains 77119 members 
Mstep: Class 5 contains 19155 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54021 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 74610 members 
Mstep: Class 10 contains 60457 members 
Mstep: Class 11 contains 35548 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6745 members 
Mstep: Class 14 contains 22056 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4485 members 
Mstep: Class 17 contains 75679 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 87118 members 
Mstep: Class 22 contains 15956 members 
Mstep: Class 23 contains 55770 members 
Mstep: Class 24 contains 18914 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45695 members 
Mstep: Class 29 contains 2643 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63834 members 
Mstep: Class 32 contains 38360 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6617 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5946 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 36309 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794856.000000 Penalty: 98784.976562
Iteration 445Q: 45 clusters Score -1.277949e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23045 members 
Mstep: Class 4 contains 77139 members 
Mstep: Class 5 contains 19148 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54056 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74625 members 
Mstep: Class 10 contains 60463 members 
Mstep: Class 11 contains 35716 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6744 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 17 contains 75655 members 
Mstep: Class 18 contains 14621 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 87141 members 
Mstep: Class 22 contains 15919 members 
Mstep: Class 23 contains 55730 members 
Mstep: Class 24 contains 18895 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45702 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63725 members 
Mstep: Class 32 contains 38072 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6619 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5946 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 36528 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795024.000000 Penalty: 98784.976562
Iteration 446Q: 45 clusters Score -1.27795e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23048 members 
Mstep: Class 4 contains 77149 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54090 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74651 members 
Mstep: Class 10 contains 60465 members 
Mstep: Class 11 contains 35876 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 75630 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7037 members 
Mstep: Class 21 contains 87156 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 55685 members 
Mstep: Class 24 contains 18878 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45724 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63648 members 
Mstep: Class 32 contains 37793 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6620 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5945 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 36701 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 71988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794872.000000 Penalty: 98784.976562
Iteration 447Q: 45 clusters Score -1.277949e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 4 contains 77148 members 
Mstep: Class 5 contains 19132 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54111 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74680 members 
Mstep: Class 10 contains 60466 members 
Mstep: Class 11 contains 36058 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 22083 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 75611 members 
Mstep: Class 18 contains 14627 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 87151 members 
Mstep: Class 22 contains 15859 members 
Mstep: Class 23 contains 55628 members 
Mstep: Class 24 contains 18848 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45740 members 
Mstep: Class 29 contains 2647 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63557 members 
Mstep: Class 32 contains 37534 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4795 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6622 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5945 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 36874 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794664.000000 Penalty: 98784.976562
Iteration 448Q: 45 clusters Score -1.277947e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 4 contains 77168 members 
Mstep: Class 5 contains 19123 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54134 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74693 members 
Mstep: Class 10 contains 60469 members 
Mstep: Class 11 contains 36240 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 22084 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4385 members 
Mstep: Class 17 contains 75593 members 
Mstep: Class 18 contains 14627 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 87167 members 
Mstep: Class 22 contains 15844 members 
Mstep: Class 23 contains 55586 members 
Mstep: Class 24 contains 18830 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45758 members 
Mstep: Class 29 contains 2645 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63467 members 
Mstep: Class 32 contains 37252 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6624 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5938 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37048 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794424.000000 Penalty: 98784.976562
Iteration 449Q: 45 clusters Score -1.277944e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23057 members 
Mstep: Class 4 contains 77158 members 
Mstep: Class 5 contains 19116 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54157 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74702 members 
Mstep: Class 10 contains 60479 members 
Mstep: Class 11 contains 36426 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6736 members 
Mstep: Class 14 contains 22090 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4373 members 
Mstep: Class 17 contains 75596 members 
Mstep: Class 18 contains 14628 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7051 members 
Mstep: Class 21 contains 87174 members 
Mstep: Class 22 contains 15823 members 
Mstep: Class 23 contains 55536 members 
Mstep: Class 24 contains 18809 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45765 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63359 members 
Mstep: Class 32 contains 36983 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10834 members 
Mstep: Class 37 contains 6627 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5936 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37218 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794344.000000 Penalty: 98784.976562
Iteration 450Q: 45 clusters Score -1.277943e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 23058 members 
Mstep: Class 4 contains 77195 members 
Mstep: Class 5 contains 19112 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54205 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74711 members 
Mstep: Class 10 contains 60486 members 
Mstep: Class 11 contains 36614 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 22083 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 75601 members 
Mstep: Class 18 contains 14627 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7053 members 
Mstep: Class 21 contains 87177 members 
Mstep: Class 22 contains 15803 members 
Mstep: Class 23 contains 55471 members 
Mstep: Class 24 contains 18772 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45772 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63217 members 
Mstep: Class 32 contains 36737 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10834 members 
Mstep: Class 37 contains 6632 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5938 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37375 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794312.000000 Penalty: 98784.976562
Iteration 451Q: 45 clusters Score -1.277943e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 4 contains 77239 members 
Mstep: Class 5 contains 19112 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54232 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74727 members 
Mstep: Class 10 contains 60491 members 
Mstep: Class 11 contains 36789 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 22076 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 17 contains 75607 members 
Mstep: Class 18 contains 14624 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 87183 members 
Mstep: Class 22 contains 15776 members 
Mstep: Class 23 contains 55421 members 
Mstep: Class 24 contains 18740 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45763 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63099 members 
Mstep: Class 32 contains 36506 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10833 members 
Mstep: Class 37 contains 6636 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5937 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37548 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794256.000000 Penalty: 98784.976562
Iteration 452Q: 45 clusters Score -1.277943e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23056 members 
Mstep: Class 4 contains 77313 members 
Mstep: Class 5 contains 19109 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54254 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74754 members 
Mstep: Class 10 contains 60494 members 
Mstep: Class 11 contains 36947 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 22083 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 75593 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7052 members 
Mstep: Class 21 contains 87177 members 
Mstep: Class 22 contains 15753 members 
Mstep: Class 23 contains 55385 members 
Mstep: Class 24 contains 18700 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45747 members 
Mstep: Class 29 contains 2653 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 36261 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6637 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5937 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37680 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794488.000000 Penalty: 98784.976562
Iteration 453Q: 45 clusters Score -1.277945e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23053 members 
Mstep: Class 4 contains 77395 members 
Mstep: Class 5 contains 19104 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54282 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74756 members 
Mstep: Class 10 contains 60493 members 
Mstep: Class 11 contains 37159 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 22076 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 75554 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 87189 members 
Mstep: Class 22 contains 15740 members 
Mstep: Class 23 contains 55346 members 
Mstep: Class 24 contains 18686 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45726 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63068 members 
Mstep: Class 32 contains 35951 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6639 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5933 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37782 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794432.000000 Penalty: 98784.976562
Iteration 454Q: 45 clusters Score -1.277944e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23052 members 
Mstep: Class 4 contains 77492 members 
Mstep: Class 5 contains 19101 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54316 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74755 members 
Mstep: Class 10 contains 60499 members 
Mstep: Class 11 contains 37330 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 75523 members 
Mstep: Class 18 contains 14622 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 87208 members 
Mstep: Class 22 contains 15720 members 
Mstep: Class 23 contains 55303 members 
Mstep: Class 24 contains 18672 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45711 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63073 members 
Mstep: Class 32 contains 35630 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10836 members 
Mstep: Class 37 contains 6641 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5930 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37872 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794488.000000 Penalty: 98784.976562
Iteration 455Q: 45 clusters Score -1.277945e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 23052 members 
Mstep: Class 4 contains 77575 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54336 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74755 members 
Mstep: Class 10 contains 60508 members 
Mstep: Class 11 contains 37526 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 22059 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 75496 members 
Mstep: Class 18 contains 14621 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7057 members 
Mstep: Class 21 contains 87229 members 
Mstep: Class 22 contains 15703 members 
Mstep: Class 23 contains 55260 members 
Mstep: Class 24 contains 18652 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45689 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63136 members 
Mstep: Class 32 contains 35307 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6644 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 37964 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794504.000000 Penalty: 98784.976562
Iteration 456Q: 45 clusters Score -1.277945e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 23055 members 
Mstep: Class 4 contains 77723 members 
Mstep: Class 5 contains 19092 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54355 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74747 members 
Mstep: Class 10 contains 60512 members 
Mstep: Class 11 contains 37730 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6726 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 75482 members 
Mstep: Class 18 contains 14625 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 87241 members 
Mstep: Class 22 contains 15692 members 
Mstep: Class 23 contains 55215 members 
Mstep: Class 24 contains 18643 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45683 members 
Mstep: Class 29 contains 2661 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63196 members 
Mstep: Class 32 contains 34903 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10836 members 
Mstep: Class 37 contains 6644 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38038 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794248.000000 Penalty: 98784.976562
Iteration 457Q: 45 clusters Score -1.277942e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 4 contains 77872 members 
Mstep: Class 5 contains 19084 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54381 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74730 members 
Mstep: Class 10 contains 60518 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6726 members 
Mstep: Class 14 contains 22051 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4285 members 
Mstep: Class 17 contains 75462 members 
Mstep: Class 18 contains 14629 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7066 members 
Mstep: Class 21 contains 87265 members 
Mstep: Class 22 contains 15685 members 
Mstep: Class 23 contains 55170 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45697 members 
Mstep: Class 29 contains 2660 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63228 members 
Mstep: Class 32 contains 34497 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10836 members 
Mstep: Class 37 contains 6645 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5921 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38104 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793976.000000 Penalty: 98784.976562
Iteration 458Q: 45 clusters Score -1.27794e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23049 members 
Mstep: Class 4 contains 78003 members 
Mstep: Class 5 contains 19075 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54417 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74734 members 
Mstep: Class 10 contains 60528 members 
Mstep: Class 11 contains 38173 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 22054 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4286 members 
Mstep: Class 17 contains 75446 members 
Mstep: Class 18 contains 14630 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 87274 members 
Mstep: Class 22 contains 15671 members 
Mstep: Class 23 contains 55127 members 
Mstep: Class 24 contains 18572 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45697 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63249 members 
Mstep: Class 32 contains 34090 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6645 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5925 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38171 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794048.000000 Penalty: 98784.976562
Iteration 459Q: 45 clusters Score -1.27794e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23049 members 
Mstep: Class 4 contains 78094 members 
Mstep: Class 5 contains 19071 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54443 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74722 members 
Mstep: Class 10 contains 60538 members 
Mstep: Class 11 contains 38386 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 22056 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 75437 members 
Mstep: Class 18 contains 14632 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 87287 members 
Mstep: Class 22 contains 15663 members 
Mstep: Class 23 contains 55091 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45718 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63275 members 
Mstep: Class 32 contains 33733 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6645 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38215 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793752.000000 Penalty: 98784.976562
Iteration 460F: 45 clusters Score -1.277938e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23047 members 
Mstep: Class 4 contains 78153 members 
Mstep: Class 5 contains 19067 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54485 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74722 members 
Mstep: Class 10 contains 60544 members 
Mstep: Class 11 contains 38564 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 22065 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 75456 members 
Mstep: Class 18 contains 14637 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 87290 members 
Mstep: Class 22 contains 15656 members 
Mstep: Class 23 contains 55045 members 
Mstep: Class 24 contains 18526 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45734 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63292 members 
Mstep: Class 32 contains 33436 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6644 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38262 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793792.000000 Penalty: 98784.976562
Iteration 461Q: 45 clusters Score -1.277938e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 23049 members 
Mstep: Class 4 contains 78167 members 
Mstep: Class 5 contains 19049 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54526 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74717 members 
Mstep: Class 10 contains 60548 members 
Mstep: Class 11 contains 38780 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6718 members 
Mstep: Class 14 contains 22073 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 75452 members 
Mstep: Class 18 contains 14637 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7077 members 
Mstep: Class 21 contains 87308 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 54996 members 
Mstep: Class 24 contains 18480 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45750 members 
Mstep: Class 29 contains 2651 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63317 members 
Mstep: Class 32 contains 33160 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6644 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5925 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38312 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793632.000000 Penalty: 98784.976562
Iteration 462Q: 45 clusters Score -1.277936e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23056 members 
Mstep: Class 4 contains 78239 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54560 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74704 members 
Mstep: Class 10 contains 60551 members 
Mstep: Class 11 contains 38964 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 22071 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 75439 members 
Mstep: Class 18 contains 14641 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 87332 members 
Mstep: Class 22 contains 15650 members 
Mstep: Class 23 contains 54946 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45760 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63334 members 
Mstep: Class 32 contains 32897 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10836 members 
Mstep: Class 37 contains 6646 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38369 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793608.000000 Penalty: 98784.976562
Iteration 463Q: 45 clusters Score -1.277936e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23060 members 
Mstep: Class 4 contains 78325 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54586 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74699 members 
Mstep: Class 10 contains 60550 members 
Mstep: Class 11 contains 39162 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6716 members 
Mstep: Class 14 contains 22078 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4278 members 
Mstep: Class 17 contains 75414 members 
Mstep: Class 18 contains 14640 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 87352 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 54909 members 
Mstep: Class 24 contains 18376 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45772 members 
Mstep: Class 29 contains 2653 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63367 members 
Mstep: Class 32 contains 32620 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10837 members 
Mstep: Class 37 contains 6646 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38411 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793608.000000 Penalty: 98784.976562
Iteration 464Q: 45 clusters Score -1.277936e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 23061 members 
Mstep: Class 4 contains 78435 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54597 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74704 members 
Mstep: Class 10 contains 60551 members 
Mstep: Class 11 contains 39382 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 22073 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4272 members 
Mstep: Class 17 contains 75387 members 
Mstep: Class 18 contains 14640 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 87360 members 
Mstep: Class 22 contains 15634 members 
Mstep: Class 23 contains 54877 members 
Mstep: Class 24 contains 18327 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45766 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63401 members 
Mstep: Class 32 contains 32297 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10837 members 
Mstep: Class 37 contains 6648 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38477 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793776.000000 Penalty: 98784.976562
Iteration 465Q: 45 clusters Score -1.277938e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23064 members 
Mstep: Class 4 contains 78554 members 
Mstep: Class 5 contains 19019 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54624 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74705 members 
Mstep: Class 10 contains 60553 members 
Mstep: Class 11 contains 39527 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 22076 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 75369 members 
Mstep: Class 18 contains 14637 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 87368 members 
Mstep: Class 22 contains 15629 members 
Mstep: Class 23 contains 54840 members 
Mstep: Class 24 contains 18275 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45771 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63420 members 
Mstep: Class 32 contains 32020 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10837 members 
Mstep: Class 37 contains 6649 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5932 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38545 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793752.000000 Penalty: 98784.976562
Iteration 466Q: 45 clusters Score -1.277938e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23067 members 
Mstep: Class 4 contains 78655 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54636 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74708 members 
Mstep: Class 10 contains 60554 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 22079 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4267 members 
Mstep: Class 17 contains 75349 members 
Mstep: Class 18 contains 14640 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 87366 members 
Mstep: Class 22 contains 15625 members 
Mstep: Class 23 contains 54802 members 
Mstep: Class 24 contains 18207 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45775 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63453 members 
Mstep: Class 32 contains 31762 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10837 members 
Mstep: Class 37 contains 6651 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5938 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38613 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793800.000000 Penalty: 98784.976562
Iteration 467Q: 45 clusters Score -1.277938e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 23063 members 
Mstep: Class 4 contains 78692 members 
Mstep: Class 5 contains 19015 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54639 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74711 members 
Mstep: Class 10 contains 60559 members 
Mstep: Class 11 contains 39867 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 22084 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4266 members 
Mstep: Class 17 contains 75334 members 
Mstep: Class 18 contains 14645 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7089 members 
Mstep: Class 21 contains 87361 members 
Mstep: Class 22 contains 15619 members 
Mstep: Class 23 contains 54773 members 
Mstep: Class 24 contains 18163 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45771 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63464 members 
Mstep: Class 32 contains 31530 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10839 members 
Mstep: Class 37 contains 6654 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5942 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38688 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793712.000000 Penalty: 98784.976562
Iteration 468Q: 45 clusters Score -1.277937e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23062 members 
Mstep: Class 4 contains 78746 members 
Mstep: Class 5 contains 19008 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54642 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74715 members 
Mstep: Class 10 contains 60557 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 22087 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 75318 members 
Mstep: Class 18 contains 14650 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 87359 members 
Mstep: Class 22 contains 15614 members 
Mstep: Class 23 contains 54746 members 
Mstep: Class 24 contains 18137 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45781 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63476 members 
Mstep: Class 32 contains 31277 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10840 members 
Mstep: Class 37 contains 6658 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5942 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38778 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793664.000000 Penalty: 98784.976562
Iteration 469Q: 45 clusters Score -1.277937e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23060 members 
Mstep: Class 4 contains 78820 members 
Mstep: Class 5 contains 19001 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54657 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74715 members 
Mstep: Class 10 contains 60555 members 
Mstep: Class 11 contains 40185 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 22086 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 75305 members 
Mstep: Class 18 contains 14651 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 87368 members 
Mstep: Class 22 contains 15613 members 
Mstep: Class 23 contains 54709 members 
Mstep: Class 24 contains 18108 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45807 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63488 members 
Mstep: Class 32 contains 31036 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10842 members 
Mstep: Class 37 contains 6661 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5936 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38845 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793504.000000 Penalty: 98784.976562
Iteration 470Q: 45 clusters Score -1.277935e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23061 members 
Mstep: Class 4 contains 78878 members 
Mstep: Class 5 contains 18994 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54672 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74716 members 
Mstep: Class 10 contains 60558 members 
Mstep: Class 11 contains 40373 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 22093 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 75288 members 
Mstep: Class 18 contains 14656 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 87374 members 
Mstep: Class 22 contains 15615 members 
Mstep: Class 23 contains 54666 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45807 members 
Mstep: Class 29 contains 2646 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63500 members 
Mstep: Class 32 contains 30786 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10843 members 
Mstep: Class 37 contains 6666 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5932 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38904 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793480.000000 Penalty: 98784.976562
Iteration 471Q: 45 clusters Score -1.277935e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23057 members 
Mstep: Class 4 contains 78939 members 
Mstep: Class 5 contains 18988 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54691 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74721 members 
Mstep: Class 10 contains 60564 members 
Mstep: Class 11 contains 40525 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 22091 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 75278 members 
Mstep: Class 18 contains 14655 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 87376 members 
Mstep: Class 22 contains 15612 members 
Mstep: Class 23 contains 54621 members 
Mstep: Class 24 contains 18060 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45809 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63543 members 
Mstep: Class 32 contains 30552 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10843 members 
Mstep: Class 37 contains 6670 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 38950 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793688.000000 Penalty: 98784.976562
Iteration 472Q: 45 clusters Score -1.277937e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23063 members 
Mstep: Class 4 contains 78972 members 
Mstep: Class 5 contains 18980 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54710 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74722 members 
Mstep: Class 10 contains 60572 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 75268 members 
Mstep: Class 18 contains 14656 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 87385 members 
Mstep: Class 22 contains 15600 members 
Mstep: Class 23 contains 54584 members 
Mstep: Class 24 contains 18050 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45819 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63547 members 
Mstep: Class 32 contains 30287 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 1576 members 
Mstep: Class 36 contains 10845 members 
Mstep: Class 37 contains 6673 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39022 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793496.000000 Penalty: 98784.976562
Iteration 473Q: 45 clusters Score -1.277935e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23065 members 
Mstep: Class 4 contains 78997 members 
Mstep: Class 5 contains 18971 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54729 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74725 members 
Mstep: Class 10 contains 60578 members 
Mstep: Class 11 contains 40904 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 75249 members 
Mstep: Class 18 contains 14656 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 87399 members 
Mstep: Class 22 contains 15588 members 
Mstep: Class 23 contains 54554 members 
Mstep: Class 24 contains 18041 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45824 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63523 members 
Mstep: Class 32 contains 30019 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10844 members 
Mstep: Class 37 contains 6672 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5919 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39110 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793424.000000 Penalty: 98784.976562
Iteration 474Q: 45 clusters Score -1.277934e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 79014 members 
Mstep: Class 5 contains 18966 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54741 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74724 members 
Mstep: Class 10 contains 60583 members 
Mstep: Class 11 contains 41057 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 75247 members 
Mstep: Class 18 contains 14654 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7118 members 
Mstep: Class 21 contains 87406 members 
Mstep: Class 22 contains 15577 members 
Mstep: Class 23 contains 54526 members 
Mstep: Class 24 contains 18030 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45839 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63492 members 
Mstep: Class 32 contains 29792 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 10845 members 
Mstep: Class 37 contains 6671 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5916 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39210 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793232.000000 Penalty: 98784.976562
Iteration 475Q: 45 clusters Score -1.277932e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23071 members 
Mstep: Class 4 contains 79064 members 
Mstep: Class 5 contains 18959 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54786 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74735 members 
Mstep: Class 10 contains 60587 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 22084 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 75247 members 
Mstep: Class 18 contains 14653 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7120 members 
Mstep: Class 21 contains 87418 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 54486 members 
Mstep: Class 24 contains 18020 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45852 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63450 members 
Mstep: Class 32 contains 29548 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1572 members 
Mstep: Class 36 contains 10845 members 
Mstep: Class 37 contains 6670 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5910 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39284 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793072.000000 Penalty: 98784.976562
Iteration 476Q: 45 clusters Score -1.277931e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23071 members 
Mstep: Class 4 contains 79093 members 
Mstep: Class 5 contains 18952 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54817 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74738 members 
Mstep: Class 10 contains 60593 members 
Mstep: Class 11 contains 41308 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 22086 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 75247 members 
Mstep: Class 18 contains 14657 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7121 members 
Mstep: Class 21 contains 87431 members 
Mstep: Class 22 contains 15530 members 
Mstep: Class 23 contains 54446 members 
Mstep: Class 24 contains 18004 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45854 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63424 members 
Mstep: Class 32 contains 29364 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1571 members 
Mstep: Class 36 contains 10845 members 
Mstep: Class 37 contains 6672 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5909 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39375 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793032.000000 Penalty: 98784.976562
Iteration 477Q: 45 clusters Score -1.27793e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 23069 members 
Mstep: Class 4 contains 79152 members 
Mstep: Class 5 contains 18944 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54847 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74751 members 
Mstep: Class 10 contains 60595 members 
Mstep: Class 11 contains 41419 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 22086 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 75243 members 
Mstep: Class 18 contains 14661 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7126 members 
Mstep: Class 21 contains 87439 members 
Mstep: Class 22 contains 15504 members 
Mstep: Class 23 contains 54407 members 
Mstep: Class 24 contains 17998 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45854 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63401 members 
Mstep: Class 32 contains 29136 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 1570 members 
Mstep: Class 36 contains 10844 members 
Mstep: Class 37 contains 6673 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5905 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39456 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792984.000000 Penalty: 98784.976562
Iteration 478Q: 45 clusters Score -1.27793e+08 nChanged 821
Entering ConstructFrom: 
Score: -127792984.000000 Penalty: 98784.976562
Entering ConstructFrom: 
Trying to split cluster 1 (27539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Entering Unmasked Estep 
Score: -3499641.750000 Penalty: 1661.295654
	Iteration 0F: 2 clusters Score -3499642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3481149.500000 Penalty: 3322.591309
	Iteration 0F: 3 clusters Score -3481150 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3488412.000000 Penalty: 3322.591309
	Iteration 1F: 3 clusters Score -3488412 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3489385.500000 Penalty: 3322.591309
	Iteration 2F: 3 clusters Score -3489386 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3490623.750000 Penalty: 3322.591309
	Iteration 3F: 3 clusters Score -3490624 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3491998.000000 Penalty: 3322.591309
	Iteration 4F: 3 clusters Score -3491998 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3493327.000000 Penalty: 3322.591309
	Iteration 5F: 3 clusters Score -3493327 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3494412.000000 Penalty: 3322.591309
	Iteration 6F: 3 clusters Score -3494412 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3495153.250000 Penalty: 3322.591309
	Iteration 7Q: 3 clusters Score -3495153 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3495544.750000 Penalty: 3322.591309
	Iteration 8Q: 3 clusters Score -3495545 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3495743.250000 Penalty: 3322.591309
	Iteration 9Q: 3 clusters Score -3495743 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3495866.500000 Penalty: 3322.591309
	Iteration 10Q: 3 clusters Score -3495866 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3495968.000000 Penalty: 3322.591309
	Iteration 11Q: 3 clusters Score -3495968 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3496034.250000 Penalty: 3322.591309
	Iteration 12Q: 3 clusters Score -3496034 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3496083.250000 Penalty: 3322.591309
	Iteration 13Q: 3 clusters Score -3496083 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3496138.500000 Penalty: 3322.591309
	Iteration 14Q: 3 clusters Score -3496138 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3496199.500000 Penalty: 3322.591309
	Iteration 15Q: 3 clusters Score -3496200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3496244.000000 Penalty: 3322.591309
	Iteration 16Q: 3 clusters Score -3496244 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3496287.250000 Penalty: 3322.591309
	Iteration 17Q: 3 clusters Score -3496287 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3496346.750000 Penalty: 3322.591309
	Iteration 18Q: 3 clusters Score -3496347 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3496410.250000 Penalty: 3322.591309
	Iteration 19Q: 3 clusters Score -3496410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3496480.250000 Penalty: 3322.591309
	Iteration 20F: 3 clusters Score -3496480 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3496534.750000 Penalty: 3322.591309
	Iteration 21Q: 3 clusters Score -3496535 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3496601.000000 Penalty: 3322.591309
	Iteration 22Q: 3 clusters Score -3496601 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3496665.000000 Penalty: 3322.591309
	Iteration 23Q: 3 clusters Score -3496665 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3496716.750000 Penalty: 3322.591309
	Iteration 24Q: 3 clusters Score -3496717 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3496776.500000 Penalty: 3322.591309
	Iteration 25Q: 3 clusters Score -3496776 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3496829.250000 Penalty: 3322.591309
	Iteration 26Q: 3 clusters Score -3496829 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3496897.500000 Penalty: 3322.591309
	Iteration 27Q: 3 clusters Score -3496898 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3496980.000000 Penalty: 3322.591309
	Iteration 28Q: 3 clusters Score -3496980 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3497029.500000 Penalty: 3322.591309
	Iteration 29Q: 3 clusters Score -3497030 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3497095.500000 Penalty: 3322.591309
	Iteration 30Q: 3 clusters Score -3497096 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3497155.500000 Penalty: 3322.591309
	Iteration 31Q: 3 clusters Score -3497156 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3497206.750000 Penalty: 3322.591309
	Iteration 32Q: 3 clusters Score -3497207 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3497260.500000 Penalty: 3322.591309
	Iteration 33Q: 3 clusters Score -3497260 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3497316.500000 Penalty: 3322.591309
	Iteration 34Q: 3 clusters Score -3497316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3497355.000000 Penalty: 3322.591309
	Iteration 35Q: 3 clusters Score -3497355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3497414.000000 Penalty: 3322.591309
	Iteration 36Q: 3 clusters Score -3497414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3497473.500000 Penalty: 3322.591309
	Iteration 37Q: 3 clusters Score -3497474 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3497560.500000 Penalty: 3322.591309
	Iteration 38Q: 3 clusters Score -3497560 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3497646.250000 Penalty: 3322.591309
	Iteration 39Q: 3 clusters Score -3497646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3497725.750000 Penalty: 3322.591309
	Iteration 40F: 3 clusters Score -3497726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3497813.750000 Penalty: 3322.591309
	Iteration 41Q: 3 clusters Score -3497814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3497863.250000 Penalty: 3322.591309
	Iteration 42Q: 3 clusters Score -3497863 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3497939.750000 Penalty: 3322.591309
	Iteration 43Q: 3 clusters Score -3497940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3497973.250000 Penalty: 3322.591309
	Iteration 44Q: 3 clusters Score -3497973 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3498008.250000 Penalty: 3322.591309
	Iteration 45Q: 3 clusters Score -3498008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3498043.250000 Penalty: 3322.591309
	Iteration 46Q: 3 clusters Score -3498043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3498071.750000 Penalty: 3322.591309
	Iteration 47Q: 3 clusters Score -3498072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3498095.750000 Penalty: 3322.591309
	Iteration 48Q: 3 clusters Score -3498096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3498121.750000 Penalty: 3322.591309
	Iteration 49Q: 3 clusters Score -3498122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3498133.250000 Penalty: 3322.591309
	Iteration 50Q: 3 clusters Score -3498133 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3498161.250000 Penalty: 3322.591309
	Iteration 51Q: 3 clusters Score -3498161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3498178.500000 Penalty: 3322.591309
	Iteration 52Q: 3 clusters Score -3498178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3498204.250000 Penalty: 3322.591309
	Iteration 53Q: 3 clusters Score -3498204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3498223.000000 Penalty: 3322.591309
	Iteration 54Q: 3 clusters Score -3498223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3498237.000000 Penalty: 3322.591309
	Iteration 55Q: 3 clusters Score -3498237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3498257.500000 Penalty: 3322.591309
	Iteration 56Q: 3 clusters Score -3498258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3498273.250000 Penalty: 3322.591309
	Iteration 57Q: 3 clusters Score -3498273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3498290.250000 Penalty: 3322.591309
	Iteration 58Q: 3 clusters Score -3498290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3498318.500000 Penalty: 3322.591309
	Iteration 59Q: 3 clusters Score -3498318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3498338.250000 Penalty: 3322.591309
	Iteration 60F: 3 clusters Score -3498338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3498370.000000 Penalty: 3322.591309
	Iteration 61Q: 3 clusters Score -3498370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3498398.250000 Penalty: 3322.591309
	Iteration 62Q: 3 clusters Score -3498398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3498413.250000 Penalty: 3322.591309
	Iteration 63Q: 3 clusters Score -3498413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3498431.250000 Penalty: 3322.591309
	Iteration 64Q: 3 clusters Score -3498431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3498448.250000 Penalty: 3322.591309
	Iteration 65Q: 3 clusters Score -3498448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3498473.250000 Penalty: 3322.591309
	Iteration 66Q: 3 clusters Score -3498473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3498477.750000 Penalty: 3322.591309
	Iteration 67Q: 3 clusters Score -3498478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3498497.000000 Penalty: 3322.591309
	Iteration 68Q: 3 clusters Score -3498497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3498499.000000 Penalty: 3322.591309
	Iteration 69Q: 3 clusters Score -3498499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3498499.000000 Penalty: 3322.591309
	Iteration 70Q: 3 clusters Score -3498499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3498506.250000 Penalty: 3322.591309
	Iteration 71Q: 3 clusters Score -3498506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3498503.750000 Penalty: 3322.591309
	Iteration 72Q: 3 clusters Score -3498504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3498510.500000 Penalty: 3322.591309
	Iteration 73Q: 3 clusters Score -3498510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3498519.250000 Penalty: 3322.591309
	Iteration 74Q: 3 clusters Score -3498519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3498527.500000 Penalty: 3322.591309
	Iteration 75Q: 3 clusters Score -3498528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3498528.000000 Penalty: 3322.591309
	Iteration 76Q: 3 clusters Score -3498528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3498530.500000 Penalty: 3322.591309
	Iteration 77Q: 3 clusters Score -3498530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3498538.500000 Penalty: 3322.591309
	Iteration 78Q: 3 clusters Score -3498538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3498541.250000 Penalty: 3322.591309
	Iteration 79Q: 3 clusters Score -3498541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3498541.250000 Penalty: 3322.591309
	Iteration 80F: 3 clusters Score -3498541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3498542.000000 Penalty: 3322.591309
	Iteration 81Q: 3 clusters Score -3498542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3498546.500000 Penalty: 3322.591309
	Iteration 82Q: 3 clusters Score -3498546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3498545.250000 Penalty: 3322.591309
	Iteration 83Q: 3 clusters Score -3498545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3498554.500000 Penalty: 3322.591309
	Iteration 84Q: 3 clusters Score -3498554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3498556.000000 Penalty: 3322.591309
	Iteration 85Q: 3 clusters Score -3498556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3498560.750000 Penalty: 3322.591309
	Iteration 86Q: 3 clusters Score -3498561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3498563.500000 Penalty: 3322.591309
	Iteration 87Q: 3 clusters Score -3498564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3498566.750000 Penalty: 3322.591309
	Iteration 88Q: 3 clusters Score -3498567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3498570.250000 Penalty: 3322.591309
	Iteration 89Q: 3 clusters Score -3498570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3498574.250000 Penalty: 3322.591309
	Iteration 90Q: 3 clusters Score -3498574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3498576.000000 Penalty: 3322.591309
	Iteration 91Q: 3 clusters Score -3498576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3498576.500000 Penalty: 3322.591309
	Iteration 92Q: 3 clusters Score -3498576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3498576.500000 Penalty: 3322.591309
	Iteration 93F: 3 clusters Score -3498576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -700074.500000 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -700074.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -695732.750000 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -695732.8 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -697067.750000 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -697067.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -697294.687500 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -697294.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -697488.062500 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -697488.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -697665.812500 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -697665.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -697819.625000 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -697819.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -697962.500000 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -697962.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -698089.500000 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -698089.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -698206.500000 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -698206.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -698338.625000 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -698338.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -698459.562500 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -698459.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -698564.312500 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -698564.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -698648.312500 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -698648.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -698718.500000 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -698718.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -698760.562500 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -698760.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -698804.125000 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -698804.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -698848.750000 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -698848.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -698896.437500 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -698896.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -698938.500000 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -698938.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -698996.750000 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -698996.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -699053.500000 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -699053.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -699123.312500 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -699123.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -699199.687500 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -699199.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -699284.937500 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -699284.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -699352.375000 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -699352.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -699401.312500 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -699401.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -699421.812500 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -699421.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -699434.875000 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -699434.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -699442.875000 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -699442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -699451.000000 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -699451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -699455.125000 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -699455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -699458.000000 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -699458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -699460.312500 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -699460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -699461.250000 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -699461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -699461.812500 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -699461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -699463.437500 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -699463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -699464.125000 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -699464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -699464.125000 Penalty: 2798.412842
	Iteration 37F: 3 clusters Score -699464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Entering Unmasked Estep 
Score: -2910086.250000 Penalty: 1632.514771
	Iteration 0F: 2 clusters Score -2910086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2894353.750000 Penalty: 3265.029541
	Iteration 0F: 3 clusters Score -2894354 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2900208.750000 Penalty: 3265.029541
	Iteration 1F: 3 clusters Score -2900209 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2900735.500000 Penalty: 3265.029541
	Iteration 2F: 3 clusters Score -2900736 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2901310.250000 Penalty: 3265.029541
	Iteration 3F: 3 clusters Score -2901310 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2901902.500000 Penalty: 3265.029541
	Iteration 4F: 3 clusters Score -2901902 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2902599.750000 Penalty: 3265.029541
	Iteration 5F: 3 clusters Score -2902600 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2903386.000000 Penalty: 3265.029541
	Iteration 6F: 3 clusters Score -2903386 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2904262.000000 Penalty: 3265.029541
	Iteration 7F: 3 clusters Score -2904262 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2905177.250000 Penalty: 3265.029541
	Iteration 8F: 3 clusters Score -2905177 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2906070.000000 Penalty: 3265.029541
	Iteration 9F: 3 clusters Score -2906070 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2906852.500000 Penalty: 3265.029541
	Iteration 10Q: 3 clusters Score -2906852 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2907444.250000 Penalty: 3265.029541
	Iteration 11Q: 3 clusters Score -2907444 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2907814.750000 Penalty: 3265.029541
	Iteration 12Q: 3 clusters Score -2907815 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2908035.000000 Penalty: 3265.029541
	Iteration 13Q: 3 clusters Score -2908035 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2908183.000000 Penalty: 3265.029541
	Iteration 14Q: 3 clusters Score -2908183 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2908268.500000 Penalty: 3265.029541
	Iteration 15Q: 3 clusters Score -2908268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2908327.000000 Penalty: 3265.029541
	Iteration 16Q: 3 clusters Score -2908327 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2908384.750000 Penalty: 3265.029541
	Iteration 17Q: 3 clusters Score -2908385 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2908424.500000 Penalty: 3265.029541
	Iteration 18Q: 3 clusters Score -2908424 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2908472.750000 Penalty: 3265.029541
	Iteration 19Q: 3 clusters Score -2908473 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2908506.000000 Penalty: 3265.029541
	Iteration 20F: 3 clusters Score -2908506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2908535.500000 Penalty: 3265.029541
	Iteration 21Q: 3 clusters Score -2908536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2908555.750000 Penalty: 3265.029541
	Iteration 22Q: 3 clusters Score -2908556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2908587.250000 Penalty: 3265.029541
	Iteration 23Q: 3 clusters Score -2908587 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2908613.000000 Penalty: 3265.029541
	Iteration 24Q: 3 clusters Score -2908613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2908640.750000 Penalty: 3265.029541
	Iteration 25Q: 3 clusters Score -2908641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2908658.750000 Penalty: 3265.029541
	Iteration 26Q: 3 clusters Score -2908659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2908680.250000 Penalty: 3265.029541
	Iteration 27Q: 3 clusters Score -2908680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2908705.250000 Penalty: 3265.029541
	Iteration 28Q: 3 clusters Score -2908705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2908706.750000 Penalty: 3265.029541
	Iteration 29Q: 3 clusters Score -2908707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2908728.000000 Penalty: 3265.029541
	Iteration 30Q: 3 clusters Score -2908728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2908739.000000 Penalty: 3265.029541
	Iteration 31Q: 3 clusters Score -2908739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2908754.250000 Penalty: 3265.029541
	Iteration 32Q: 3 clusters Score -2908754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2908772.750000 Penalty: 3265.029541
	Iteration 33Q: 3 clusters Score -2908773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2908793.250000 Penalty: 3265.029541
	Iteration 34Q: 3 clusters Score -2908793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2908801.250000 Penalty: 3265.029541
	Iteration 35Q: 3 clusters Score -2908801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2908815.500000 Penalty: 3265.029541
	Iteration 36Q: 3 clusters Score -2908816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2908818.250000 Penalty: 3265.029541
	Iteration 37Q: 3 clusters Score -2908818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2908825.250000 Penalty: 3265.029541
	Iteration 38Q: 3 clusters Score -2908825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2908827.500000 Penalty: 3265.029541
	Iteration 39Q: 3 clusters Score -2908828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2908827.250000 Penalty: 3265.029541
	Iteration 40F: 3 clusters Score -2908827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2908831.500000 Penalty: 3265.029541
	Iteration 41Q: 3 clusters Score -2908832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2908844.250000 Penalty: 3265.029541
	Iteration 42Q: 3 clusters Score -2908844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2908853.000000 Penalty: 3265.029541
	Iteration 43Q: 3 clusters Score -2908853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2908859.250000 Penalty: 3265.029541
	Iteration 44Q: 3 clusters Score -2908859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2908868.250000 Penalty: 3265.029541
	Iteration 45Q: 3 clusters Score -2908868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2908873.500000 Penalty: 3265.029541
	Iteration 46Q: 3 clusters Score -2908874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2908879.000000 Penalty: 3265.029541
	Iteration 47Q: 3 clusters Score -2908879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2908881.250000 Penalty: 3265.029541
	Iteration 48Q: 3 clusters Score -2908881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2908889.000000 Penalty: 3265.029541
	Iteration 49Q: 3 clusters Score -2908889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2908893.500000 Penalty: 3265.029541
	Iteration 50Q: 3 clusters Score -2908894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2908890.750000 Penalty: 3265.029541
	Iteration 51Q: 3 clusters Score -2908891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2908889.000000 Penalty: 3265.029541
	Iteration 52Q: 3 clusters Score -2908889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2908890.250000 Penalty: 3265.029541
	Iteration 53Q: 3 clusters Score -2908890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2908901.250000 Penalty: 3265.029541
	Iteration 54Q: 3 clusters Score -2908901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2908902.750000 Penalty: 3265.029541
	Iteration 55Q: 3 clusters Score -2908903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2908904.000000 Penalty: 3265.029541
	Iteration 56Q: 3 clusters Score -2908904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2908904.250000 Penalty: 3265.029541
	Iteration 57Q: 3 clusters Score -2908904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2908903.750000 Penalty: 3265.029541
	Iteration 58Q: 3 clusters Score -2908904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2908905.250000 Penalty: 3265.029541
	Iteration 59Q: 3 clusters Score -2908905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2908906.750000 Penalty: 3265.029541
	Iteration 60F: 3 clusters Score -2908907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2908908.500000 Penalty: 3265.029541
	Iteration 61Q: 3 clusters Score -2908908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2908911.000000 Penalty: 3265.029541
	Iteration 62Q: 3 clusters Score -2908911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2908908.500000 Penalty: 3265.029541
	Iteration 63Q: 3 clusters Score -2908908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2908908.500000 Penalty: 3265.029541
	Iteration 64F: 3 clusters Score -2908908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Entering Unmasked Estep 
Score: -10514995.000000 Penalty: 1832.939941
	Iteration 0F: 2 clusters Score -1.0515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -10465483.000000 Penalty: 3665.879883
	Iteration 0F: 3 clusters Score -1.046548e+07 nChanged 37678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -10487380.000000 Penalty: 3665.879883
	Iteration 1F: 3 clusters Score -1.048738e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -10488115.000000 Penalty: 3665.879883
	Iteration 2Q: 3 clusters Score -1.048812e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -10489003.000000 Penalty: 3665.879883
	Iteration 3Q: 3 clusters Score -1.0489e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -10490243.000000 Penalty: 3665.879883
	Iteration 4Q: 3 clusters Score -1.049024e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -10492237.000000 Penalty: 3665.879883
	Iteration 5Q: 3 clusters Score -1.049224e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -10495186.000000 Penalty: 3665.879883
	Iteration 6F: 3 clusters Score -1.049519e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -10499106.000000 Penalty: 3665.879883
	Iteration 7F: 3 clusters Score -1.049911e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -10503356.000000 Penalty: 3665.879883
	Iteration 8F: 3 clusters Score -1.050336e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -10507050.000000 Penalty: 3665.879883
	Iteration 9F: 3 clusters Score -1.050705e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -10509423.000000 Penalty: 3665.879883
	Iteration 10Q: 3 clusters Score -1.050942e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -10510657.000000 Penalty: 3665.879883
	Iteration 11Q: 3 clusters Score -1.051066e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -10511507.000000 Penalty: 3665.879883
	Iteration 12Q: 3 clusters Score -1.051151e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -10512106.000000 Penalty: 3665.879883
	Iteration 13Q: 3 clusters Score -1.051211e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -10512604.000000 Penalty: 3665.879883
	Iteration 14Q: 3 clusters Score -1.05126e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -10513040.000000 Penalty: 3665.879883
	Iteration 15Q: 3 clusters Score -1.051304e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -10513381.000000 Penalty: 3665.879883
	Iteration 16Q: 3 clusters Score -1.051338e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -10513746.000000 Penalty: 3665.879883
	Iteration 17Q: 3 clusters Score -1.051375e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -10513987.000000 Penalty: 3665.879883
	Iteration 18Q: 3 clusters Score -1.051399e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -10514246.000000 Penalty: 3665.879883
	Iteration 19Q: 3 clusters Score -1.051425e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -10514417.000000 Penalty: 3665.879883
	Iteration 20F: 3 clusters Score -1.051442e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -10514530.000000 Penalty: 3665.879883
	Iteration 21Q: 3 clusters Score -1.051453e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -10514607.000000 Penalty: 3665.879883
	Iteration 22Q: 3 clusters Score -1.051461e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -10514681.000000 Penalty: 3665.879883
	Iteration 23Q: 3 clusters Score -1.051468e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -10514711.000000 Penalty: 3665.879883
	Iteration 24Q: 3 clusters Score -1.051471e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -10514722.000000 Penalty: 3665.879883
	Iteration 25Q: 3 clusters Score -1.051472e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -10514746.000000 Penalty: 3665.879883
	Iteration 26Q: 3 clusters Score -1.051475e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -10514766.000000 Penalty: 3665.879883
	Iteration 27Q: 3 clusters Score -1.051477e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -10514806.000000 Penalty: 3665.879883
	Iteration 28Q: 3 clusters Score -1.051481e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -10514840.000000 Penalty: 3665.879883
	Iteration 29Q: 3 clusters Score -1.051484e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -10514836.000000 Penalty: 3665.879883
	Iteration 30Q: 3 clusters Score -1.051484e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -10514859.000000 Penalty: 3665.879883
	Iteration 31Q: 3 clusters Score -1.051486e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -10514818.000000 Penalty: 3665.879883
	Iteration 32Q: 3 clusters Score -1.051482e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -10514844.000000 Penalty: 3665.879883
	Iteration 33Q: 3 clusters Score -1.051484e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -10514860.000000 Penalty: 3665.879883
	Iteration 34Q: 3 clusters Score -1.051486e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -10514880.000000 Penalty: 3665.879883
	Iteration 35Q: 3 clusters Score -1.051488e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -10514878.000000 Penalty: 3665.879883
	Iteration 36Q: 3 clusters Score -1.051488e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -10514890.000000 Penalty: 3665.879883
	Iteration 37Q: 3 clusters Score -1.051489e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -10514917.000000 Penalty: 3665.879883
	Iteration 38Q: 3 clusters Score -1.051492e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -10514893.000000 Penalty: 3665.879883
	Iteration 39Q: 3 clusters Score -1.051489e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -10514887.000000 Penalty: 3665.879883
	Iteration 40F: 3 clusters Score -1.051489e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -10514878.000000 Penalty: 3665.879883
	Iteration 41Q: 3 clusters Score -1.051488e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -10514881.000000 Penalty: 3665.879883
	Iteration 42Q: 3 clusters Score -1.051488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -10514915.000000 Penalty: 3665.879883
	Iteration 43Q: 3 clusters Score -1.051492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -10514915.000000 Penalty: 3665.879883
	Iteration 44Q: 3 clusters Score -1.051492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -10514918.000000 Penalty: 3665.879883
	Iteration 45Q: 3 clusters Score -1.051492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -10514930.000000 Penalty: 3665.879883
	Iteration 46Q: 3 clusters Score -1.051493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -10514917.000000 Penalty: 3665.879883
	Iteration 47Q: 3 clusters Score -1.051492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -10514894.000000 Penalty: 3665.879883
	Iteration 48Q: 3 clusters Score -1.051489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -10514899.000000 Penalty: 3665.879883
	Iteration 49Q: 3 clusters Score -1.05149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -10514905.000000 Penalty: 3665.879883
	Iteration 50Q: 3 clusters Score -1.05149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -10514925.000000 Penalty: 3665.879883
	Iteration 51Q: 3 clusters Score -1.051492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -10514928.000000 Penalty: 3665.879883
	Iteration 52Q: 3 clusters Score -1.051493e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -10514940.000000 Penalty: 3665.879883
	Iteration 53Q: 3 clusters Score -1.051494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -10514917.000000 Penalty: 3665.879883
	Iteration 54Q: 3 clusters Score -1.051492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -10514922.000000 Penalty: 3665.879883
	Iteration 55Q: 3 clusters Score -1.051492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -10514915.000000 Penalty: 3665.879883
	Iteration 56Q: 3 clusters Score -1.051492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -10514897.000000 Penalty: 3665.879883
	Iteration 57Q: 3 clusters Score -1.05149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -10514902.000000 Penalty: 3665.879883
	Iteration 58Q: 3 clusters Score -1.05149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -10514902.000000 Penalty: 3665.879883
	Iteration 59Q: 3 clusters Score -1.05149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -10514916.000000 Penalty: 3665.879883
	Iteration 60F: 3 clusters Score -1.051492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -10514931.000000 Penalty: 3665.879883
	Iteration 61Q: 3 clusters Score -1.051493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -10514938.000000 Penalty: 3665.879883
	Iteration 62Q: 3 clusters Score -1.051494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -10514944.000000 Penalty: 3665.879883
	Iteration 63Q: 3 clusters Score -1.051494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -10514957.000000 Penalty: 3665.879883
	Iteration 64Q: 3 clusters Score -1.051496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -10514937.000000 Penalty: 3665.879883
	Iteration 65Q: 3 clusters Score -1.051494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -10514947.000000 Penalty: 3665.879883
	Iteration 66Q: 3 clusters Score -1.051495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -10514954.000000 Penalty: 3665.879883
	Iteration 67Q: 3 clusters Score -1.051495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -10514952.000000 Penalty: 3665.879883
	Iteration 68Q: 3 clusters Score -1.051495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -10514958.000000 Penalty: 3665.879883
	Iteration 69Q: 3 clusters Score -1.051496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -10514953.000000 Penalty: 3665.879883
	Iteration 70Q: 3 clusters Score -1.051495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -10514952.000000 Penalty: 3665.879883
	Iteration 71Q: 3 clusters Score -1.051495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -10514961.000000 Penalty: 3665.879883
	Iteration 72Q: 3 clusters Score -1.051496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -10514960.000000 Penalty: 3665.879883
	Iteration 73Q: 3 clusters Score -1.051496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -10514954.000000 Penalty: 3665.879883
	Iteration 74Q: 3 clusters Score -1.051495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -10514959.000000 Penalty: 3665.879883
	Iteration 75Q: 3 clusters Score -1.051496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -10514950.000000 Penalty: 3665.879883
	Iteration 76Q: 3 clusters Score -1.051495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -10514960.000000 Penalty: 3665.879883
	Iteration 77Q: 3 clusters Score -1.051496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -10514962.000000 Penalty: 3665.879883
	Iteration 78Q: 3 clusters Score -1.051496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -10514969.000000 Penalty: 3665.879883
	Iteration 79Q: 3 clusters Score -1.051497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -10514971.000000 Penalty: 3665.879883
	Iteration 80F: 3 clusters Score -1.051497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -10514966.000000 Penalty: 3665.879883
	Iteration 81Q: 3 clusters Score -1.051497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -10514966.000000 Penalty: 3665.879883
	Iteration 82F: 3 clusters Score -1.051497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Entering Unmasked Estep 
Score: -2505783.500000 Penalty: 1600.441895
	Iteration 0F: 2 clusters Score -2505784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2492890.250000 Penalty: 3200.883789
	Iteration 0F: 3 clusters Score -2492890 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2497454.250000 Penalty: 3200.883789
	Iteration 1F: 3 clusters Score -2497454 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2497763.000000 Penalty: 3200.883789
	Iteration 2Q: 3 clusters Score -2497763 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2498067.250000 Penalty: 3200.883789
	Iteration 3Q: 3 clusters Score -2498067 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2498434.250000 Penalty: 3200.883789
	Iteration 4Q: 3 clusters Score -2498434 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2498879.250000 Penalty: 3200.883789
	Iteration 5F: 3 clusters Score -2498879 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2499444.750000 Penalty: 3200.883789
	Iteration 6F: 3 clusters Score -2499445 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2500228.500000 Penalty: 3200.883789
	Iteration 7F: 3 clusters Score -2500228 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2501237.250000 Penalty: 3200.883789
	Iteration 8F: 3 clusters Score -2501237 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2502297.750000 Penalty: 3200.883789
	Iteration 9F: 3 clusters Score -2502298 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2503179.250000 Penalty: 3200.883789
	Iteration 10Q: 3 clusters Score -2503179 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2503747.500000 Penalty: 3200.883789
	Iteration 11Q: 3 clusters Score -2503748 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2504032.500000 Penalty: 3200.883789
	Iteration 12Q: 3 clusters Score -2504032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2504196.250000 Penalty: 3200.883789
	Iteration 13Q: 3 clusters Score -2504196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2504263.500000 Penalty: 3200.883789
	Iteration 14Q: 3 clusters Score -2504264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2504308.500000 Penalty: 3200.883789
	Iteration 15Q: 3 clusters Score -2504308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2504344.250000 Penalty: 3200.883789
	Iteration 16Q: 3 clusters Score -2504344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2504365.750000 Penalty: 3200.883789
	Iteration 17Q: 3 clusters Score -2504366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2504370.000000 Penalty: 3200.883789
	Iteration 18Q: 3 clusters Score -2504370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2504375.500000 Penalty: 3200.883789
	Iteration 19Q: 3 clusters Score -2504376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2504380.250000 Penalty: 3200.883789
	Iteration 20F: 3 clusters Score -2504380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2504383.250000 Penalty: 3200.883789
	Iteration 21Q: 3 clusters Score -2504383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2504382.250000 Penalty: 3200.883789
	Iteration 22Q: 3 clusters Score -2504382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2504382.250000 Penalty: 3200.883789
	Iteration 23F: 3 clusters Score -2504382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -53530.054688 Penalty: 1014.361267
	Iteration 0F: 2 clusters Score -53530.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52494.011719 Penalty: 2028.722534
	Iteration 0F: 3 clusters Score -52494.01 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52706.820312 Penalty: 2028.722534
	Iteration 1F: 3 clusters Score -52706.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52783.718750 Penalty: 2028.722534
	Iteration 2F: 3 clusters Score -52783.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52831.492188 Penalty: 2028.722534
	Iteration 3F: 3 clusters Score -52831.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52871.714844 Penalty: 2028.722534
	Iteration 4Q: 3 clusters Score -52871.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52901.210938 Penalty: 2028.722534
	Iteration 5Q: 3 clusters Score -52901.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52938.714844 Penalty: 2028.722534
	Iteration 6Q: 3 clusters Score -52938.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -52987.921875 Penalty: 2028.722534
	Iteration 7Q: 3 clusters Score -52987.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53024.269531 Penalty: 2028.722534
	Iteration 8Q: 3 clusters Score -53024.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53044.343750 Penalty: 2028.722534
	Iteration 9Q: 3 clusters Score -53044.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53055.792969 Penalty: 2028.722534
	Iteration 10Q: 3 clusters Score -53055.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53064.597656 Penalty: 2028.722534
	Iteration 11Q: 3 clusters Score -53064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53067.824219 Penalty: 2028.722534
	Iteration 12Q: 3 clusters Score -53067.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53068.753906 Penalty: 2028.722534
	Iteration 13Q: 3 clusters Score -53068.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53068.753906 Penalty: 2028.722534
	Iteration 14F: 3 clusters Score -53068.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Entering Unmasked Estep 
Score: -7299436.500000 Penalty: 1773.352905
	Iteration 0F: 2 clusters Score -7299436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -7262885.500000 Penalty: 3546.705811
	Iteration 0F: 3 clusters Score -7262886 nChanged 25793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -7277829.000000 Penalty: 3546.705811
	Iteration 1F: 3 clusters Score -7277829 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -7278595.000000 Penalty: 3546.705811
	Iteration 2Q: 3 clusters Score -7278595 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -7279626.500000 Penalty: 3546.705811
	Iteration 3Q: 3 clusters Score -7279626 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -7281186.500000 Penalty: 3546.705811
	Iteration 4F: 3 clusters Score -7281186 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -7283414.500000 Penalty: 3546.705811
	Iteration 5F: 3 clusters Score -7283414 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -7286478.000000 Penalty: 3546.705811
	Iteration 6F: 3 clusters Score -7286478 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -7289837.000000 Penalty: 3546.705811
	Iteration 7F: 3 clusters Score -7289837 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -7293110.000000 Penalty: 3546.705811
	Iteration 8F: 3 clusters Score -7293110 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7295429.000000 Penalty: 3546.705811
	Iteration 9Q: 3 clusters Score -7295429 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7296638.000000 Penalty: 3546.705811
	Iteration 10Q: 3 clusters Score -7296638 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -7297260.000000 Penalty: 3546.705811
	Iteration 11Q: 3 clusters Score -7297260 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -7297530.000000 Penalty: 3546.705811
	Iteration 12Q: 3 clusters Score -7297530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7297701.000000 Penalty: 3546.705811
	Iteration 13Q: 3 clusters Score -7297701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -7297761.000000 Penalty: 3546.705811
	Iteration 14Q: 3 clusters Score -7297761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -7297808.500000 Penalty: 3546.705811
	Iteration 15Q: 3 clusters Score -7297808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -7297835.500000 Penalty: 3546.705811
	Iteration 16Q: 3 clusters Score -7297836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -7297839.000000 Penalty: 3546.705811
	Iteration 17Q: 3 clusters Score -7297839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7297847.500000 Penalty: 3546.705811
	Iteration 18Q: 3 clusters Score -7297848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -7297868.500000 Penalty: 3546.705811
	Iteration 19Q: 3 clusters Score -7297868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -7297869.000000 Penalty: 3546.705811
	Iteration 20F: 3 clusters Score -7297869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7297877.000000 Penalty: 3546.705811
	Iteration 21Q: 3 clusters Score -7297877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -7297877.500000 Penalty: 3546.705811
	Iteration 22Q: 3 clusters Score -7297878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -7297885.500000 Penalty: 3546.705811
	Iteration 23Q: 3 clusters Score -7297886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7297886.500000 Penalty: 3546.705811
	Iteration 24Q: 3 clusters Score -7297886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -7297891.000000 Penalty: 3546.705811
	Iteration 25Q: 3 clusters Score -7297891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -7297891.000000 Penalty: 3546.705811
	Iteration 26F: 3 clusters Score -7297891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -611847.375000 Penalty: 1376.663696
	Iteration 0F: 2 clusters Score -611847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -607957.437500 Penalty: 2753.327393
	Iteration 0F: 3 clusters Score -607957.4 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -609040.000000 Penalty: 2753.327393
	Iteration 1F: 3 clusters Score -609040 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -609206.875000 Penalty: 2753.327393
	Iteration 2F: 3 clusters Score -609206.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -609314.687500 Penalty: 2753.327393
	Iteration 3Q: 3 clusters Score -609314.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -609382.625000 Penalty: 2753.327393
	Iteration 4Q: 3 clusters Score -609382.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -609433.437500 Penalty: 2753.327393
	Iteration 5Q: 3 clusters Score -609433.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -609481.937500 Penalty: 2753.327393
	Iteration 6Q: 3 clusters Score -609481.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -609530.812500 Penalty: 2753.327393
	Iteration 7Q: 3 clusters Score -609530.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -609575.250000 Penalty: 2753.327393
	Iteration 8Q: 3 clusters Score -609575.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -609613.750000 Penalty: 2753.327393
	Iteration 9Q: 3 clusters Score -609613.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -609663.562500 Penalty: 2753.327393
	Iteration 10Q: 3 clusters Score -609663.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -609740.187500 Penalty: 2753.327393
	Iteration 11Q: 3 clusters Score -609740.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -609842.937500 Penalty: 2753.327393
	Iteration 12Q: 3 clusters Score -609842.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -609976.687500 Penalty: 2753.327393
	Iteration 13Q: 3 clusters Score -609976.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -610131.937500 Penalty: 2753.327393
	Iteration 14Q: 3 clusters Score -610131.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -610263.000000 Penalty: 2753.327393
	Iteration 15Q: 3 clusters Score -610263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -610345.000000 Penalty: 2753.327393
	Iteration 16Q: 3 clusters Score -610345 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -610419.062500 Penalty: 2753.327393
	Iteration 17Q: 3 clusters Score -610419.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -610471.750000 Penalty: 2753.327393
	Iteration 18Q: 3 clusters Score -610471.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -610524.937500 Penalty: 2753.327393
	Iteration 19Q: 3 clusters Score -610524.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -610562.312500 Penalty: 2753.327393
	Iteration 20F: 3 clusters Score -610562.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -610585.375000 Penalty: 2753.327393
	Iteration 21Q: 3 clusters Score -610585.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -610601.500000 Penalty: 2753.327393
	Iteration 22Q: 3 clusters Score -610601.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -610614.250000 Penalty: 2753.327393
	Iteration 23Q: 3 clusters Score -610614.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -610627.750000 Penalty: 2753.327393
	Iteration 24Q: 3 clusters Score -610627.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -610637.000000 Penalty: 2753.327393
	Iteration 25Q: 3 clusters Score -610637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -610641.375000 Penalty: 2753.327393
	Iteration 26Q: 3 clusters Score -610641.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -610645.687500 Penalty: 2753.327393
	Iteration 27Q: 3 clusters Score -610645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -610648.312500 Penalty: 2753.327393
	Iteration 28Q: 3 clusters Score -610648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -610651.687500 Penalty: 2753.327393
	Iteration 29Q: 3 clusters Score -610651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -610651.187500 Penalty: 2753.327393
	Iteration 30Q: 3 clusters Score -610651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -610651.562500 Penalty: 2753.327393
	Iteration 31Q: 3 clusters Score -610651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -610653.312500 Penalty: 2753.327393
	Iteration 32Q: 3 clusters Score -610653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -610655.312500 Penalty: 2753.327393
	Iteration 33Q: 3 clusters Score -610655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -610655.312500 Penalty: 2753.327393
	Iteration 34F: 3 clusters Score -610655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Entering Unmasked Estep 
Score: -9839833.000000 Penalty: 1823.570312
	Iteration 0F: 2 clusters Score -9839833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -9792010.000000 Penalty: 3647.140625
	Iteration 0F: 3 clusters Score -9792010 nChanged 35733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -9812159.000000 Penalty: 3647.140625
	Iteration 1F: 3 clusters Score -9812159 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -9812537.000000 Penalty: 3647.140625
	Iteration 2Q: 3 clusters Score -9812537 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -9812875.000000 Penalty: 3647.140625
	Iteration 3Q: 3 clusters Score -9812875 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -9813373.000000 Penalty: 3647.140625
	Iteration 4Q: 3 clusters Score -9813373 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -9813948.000000 Penalty: 3647.140625
	Iteration 5Q: 3 clusters Score -9813948 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -9814687.000000 Penalty: 3647.140625
	Iteration 6Q: 3 clusters Score -9814687 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -9815791.000000 Penalty: 3647.140625
	Iteration 7Q: 3 clusters Score -9815791 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -9817434.000000 Penalty: 3647.140625
	Iteration 8Q: 3 clusters Score -9817434 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -9819818.000000 Penalty: 3647.140625
	Iteration 9F: 3 clusters Score -9819818 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -9823166.000000 Penalty: 3647.140625
	Iteration 10F: 3 clusters Score -9823166 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -9827478.000000 Penalty: 3647.140625
	Iteration 11F: 3 clusters Score -9827478 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -9831680.000000 Penalty: 3647.140625
	Iteration 12F: 3 clusters Score -9831680 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9834890.000000 Penalty: 3647.140625
	Iteration 13F: 3 clusters Score -9834890 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9836889.000000 Penalty: 3647.140625
	Iteration 14Q: 3 clusters Score -9836889 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9837667.000000 Penalty: 3647.140625
	Iteration 15Q: 3 clusters Score -9837667 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9837951.000000 Penalty: 3647.140625
	Iteration 16Q: 3 clusters Score -9837951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9838054.000000 Penalty: 3647.140625
	Iteration 17Q: 3 clusters Score -9838054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9838130.000000 Penalty: 3647.140625
	Iteration 18Q: 3 clusters Score -9838130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9838161.000000 Penalty: 3647.140625
	Iteration 19Q: 3 clusters Score -9838161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9838168.000000 Penalty: 3647.140625
	Iteration 20F: 3 clusters Score -9838168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9838194.000000 Penalty: 3647.140625
	Iteration 21Q: 3 clusters Score -9838194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9838193.000000 Penalty: 3647.140625
	Iteration 22Q: 3 clusters Score -9838193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9838198.000000 Penalty: 3647.140625
	Iteration 23Q: 3 clusters Score -9838198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9838202.000000 Penalty: 3647.140625
	Iteration 24Q: 3 clusters Score -9838202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9838202.000000 Penalty: 3647.140625
	Iteration 25Q: 3 clusters Score -9838202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9838205.000000 Penalty: 3647.140625
	Iteration 26Q: 3 clusters Score -9838205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9838213.000000 Penalty: 3647.140625
	Iteration 27Q: 3 clusters Score -9838213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9838213.000000 Penalty: 3647.140625
	Iteration 28F: 3 clusters Score -9838213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Entering Unmasked Estep 
Score: -7738239.500000 Penalty: 1789.452759
	Iteration 0F: 2 clusters Score -7738240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7697849.500000 Penalty: 3578.905518
	Iteration 0F: 3 clusters Score -7697850 nChanged 28553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7714605.000000 Penalty: 3578.905518
	Iteration 1F: 3 clusters Score -7714605 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -7715748.500000 Penalty: 3578.905518
	Iteration 2Q: 3 clusters Score -7715748 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7717379.000000 Penalty: 3578.905518
	Iteration 3F: 3 clusters Score -7717379 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -7719997.000000 Penalty: 3578.905518
	Iteration 4F: 3 clusters Score -7719997 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -7723636.500000 Penalty: 3578.905518
	Iteration 5F: 3 clusters Score -7723636 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -7727945.500000 Penalty: 3578.905518
	Iteration 6F: 3 clusters Score -7727946 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -7731649.000000 Penalty: 3578.905518
	Iteration 7F: 3 clusters Score -7731649 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -7734234.500000 Penalty: 3578.905518
	Iteration 8Q: 3 clusters Score -7734234 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -7735586.000000 Penalty: 3578.905518
	Iteration 9Q: 3 clusters Score -7735586 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -7736276.500000 Penalty: 3578.905518
	Iteration 10Q: 3 clusters Score -7736276 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -7736642.500000 Penalty: 3578.905518
	Iteration 11Q: 3 clusters Score -7736642 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -7736855.500000 Penalty: 3578.905518
	Iteration 12Q: 3 clusters Score -7736856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -7736976.000000 Penalty: 3578.905518
	Iteration 13Q: 3 clusters Score -7736976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -7737112.000000 Penalty: 3578.905518
	Iteration 14Q: 3 clusters Score -7737112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -7737184.500000 Penalty: 3578.905518
	Iteration 15Q: 3 clusters Score -7737184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -7737225.000000 Penalty: 3578.905518
	Iteration 16Q: 3 clusters Score -7737225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -7737260.000000 Penalty: 3578.905518
	Iteration 17Q: 3 clusters Score -7737260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7737262.000000 Penalty: 3578.905518
	Iteration 18Q: 3 clusters Score -7737262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -7737275.000000 Penalty: 3578.905518
	Iteration 19Q: 3 clusters Score -7737275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7737279.500000 Penalty: 3578.905518
	Iteration 20F: 3 clusters Score -7737280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7737288.500000 Penalty: 3578.905518
	Iteration 21Q: 3 clusters Score -7737288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7737289.500000 Penalty: 3578.905518
	Iteration 22Q: 3 clusters Score -7737290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7737286.500000 Penalty: 3578.905518
	Iteration 23Q: 3 clusters Score -7737286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7737293.000000 Penalty: 3578.905518
	Iteration 24Q: 3 clusters Score -7737293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -7737296.000000 Penalty: 3578.905518
	Iteration 25Q: 3 clusters Score -7737296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7737293.000000 Penalty: 3578.905518
	Iteration 26Q: 3 clusters Score -7737293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7737286.500000 Penalty: 3578.905518
	Iteration 27Q: 3 clusters Score -7737286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -7737291.500000 Penalty: 3578.905518
	Iteration 28Q: 3 clusters Score -7737292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7737289.000000 Penalty: 3578.905518
	Iteration 29Q: 3 clusters Score -7737289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7737283.500000 Penalty: 3578.905518
	Iteration 30Q: 3 clusters Score -7737284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7737283.500000 Penalty: 3578.905518
	Iteration 31F: 3 clusters Score -7737284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Entering Unmasked Estep 
Score: -5530249.500000 Penalty: 1728.123169
	Iteration 0F: 2 clusters Score -5530250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5502369.000000 Penalty: 3456.246338
	Iteration 0F: 3 clusters Score -5502369 nChanged 19483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5512879.000000 Penalty: 3456.246338
	Iteration 1F: 3 clusters Score -5512879 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5513220.500000 Penalty: 3456.246338
	Iteration 2Q: 3 clusters Score -5513220 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5513554.500000 Penalty: 3456.246338
	Iteration 3Q: 3 clusters Score -5513554 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -5513876.000000 Penalty: 3456.246338
	Iteration 4Q: 3 clusters Score -5513876 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5514252.000000 Penalty: 3456.246338
	Iteration 5Q: 3 clusters Score -5514252 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5514609.000000 Penalty: 3456.246338
	Iteration 6Q: 3 clusters Score -5514609 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5515123.500000 Penalty: 3456.246338
	Iteration 7Q: 3 clusters Score -5515124 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -5515686.000000 Penalty: 3456.246338
	Iteration 8Q: 3 clusters Score -5515686 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5516467.000000 Penalty: 3456.246338
	Iteration 9Q: 3 clusters Score -5516467 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -5517623.000000 Penalty: 3456.246338
	Iteration 10Q: 3 clusters Score -5517623 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5519237.500000 Penalty: 3456.246338
	Iteration 11F: 3 clusters Score -5519238 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5520761.000000 Penalty: 3456.246338
	Iteration 12F: 3 clusters Score -5520761 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -5521561.000000 Penalty: 3456.246338
	Iteration 13Q: 3 clusters Score -5521561 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5521863.500000 Penalty: 3456.246338
	Iteration 14Q: 3 clusters Score -5521864 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5521967.500000 Penalty: 3456.246338
	Iteration 15Q: 3 clusters Score -5521968 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5522003.500000 Penalty: 3456.246338
	Iteration 16Q: 3 clusters Score -5522004 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -5522051.000000 Penalty: 3456.246338
	Iteration 17Q: 3 clusters Score -5522051 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5522073.500000 Penalty: 3456.246338
	Iteration 18Q: 3 clusters Score -5522074 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -5522109.000000 Penalty: 3456.246338
	Iteration 19Q: 3 clusters Score -5522109 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5522137.500000 Penalty: 3456.246338
	Iteration 20F: 3 clusters Score -5522138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5522151.500000 Penalty: 3456.246338
	Iteration 21Q: 3 clusters Score -5522152 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5522190.500000 Penalty: 3456.246338
	Iteration 22Q: 3 clusters Score -5522190 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5522206.000000 Penalty: 3456.246338
	Iteration 23Q: 3 clusters Score -5522206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5522208.500000 Penalty: 3456.246338
	Iteration 24Q: 3 clusters Score -5522208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -5522230.000000 Penalty: 3456.246338
	Iteration 25Q: 3 clusters Score -5522230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5522226.000000 Penalty: 3456.246338
	Iteration 26Q: 3 clusters Score -5522226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5522242.500000 Penalty: 3456.246338
	Iteration 27Q: 3 clusters Score -5522242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -5522259.000000 Penalty: 3456.246338
	Iteration 28Q: 3 clusters Score -5522259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5522267.000000 Penalty: 3456.246338
	Iteration 29Q: 3 clusters Score -5522267 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5522258.500000 Penalty: 3456.246338
	Iteration 30Q: 3 clusters Score -5522258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5522269.000000 Penalty: 3456.246338
	Iteration 31Q: 3 clusters Score -5522269 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -5522274.000000 Penalty: 3456.246338
	Iteration 32Q: 3 clusters Score -5522274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5522279.000000 Penalty: 3456.246338
	Iteration 33Q: 3 clusters Score -5522279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5522286.000000 Penalty: 3456.246338
	Iteration 34Q: 3 clusters Score -5522286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -5522280.500000 Penalty: 3456.246338
	Iteration 35Q: 3 clusters Score -5522280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5522300.500000 Penalty: 3456.246338
	Iteration 36Q: 3 clusters Score -5522300 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5522313.500000 Penalty: 3456.246338
	Iteration 37Q: 3 clusters Score -5522314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5522306.000000 Penalty: 3456.246338
	Iteration 38Q: 3 clusters Score -5522306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5522323.500000 Penalty: 3456.246338
	Iteration 39Q: 3 clusters Score -5522324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5522327.000000 Penalty: 3456.246338
	Iteration 40F: 3 clusters Score -5522327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5522320.500000 Penalty: 3456.246338
	Iteration 41Q: 3 clusters Score -5522320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5522332.000000 Penalty: 3456.246338
	Iteration 42Q: 3 clusters Score -5522332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5522350.000000 Penalty: 3456.246338
	Iteration 43Q: 3 clusters Score -5522350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5522371.000000 Penalty: 3456.246338
	Iteration 44Q: 3 clusters Score -5522371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5522370.500000 Penalty: 3456.246338
	Iteration 45Q: 3 clusters Score -5522370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5522368.000000 Penalty: 3456.246338
	Iteration 46Q: 3 clusters Score -5522368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5522367.500000 Penalty: 3456.246338
	Iteration 47Q: 3 clusters Score -5522368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -5522374.000000 Penalty: 3456.246338
	Iteration 48Q: 3 clusters Score -5522374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5522373.500000 Penalty: 3456.246338
	Iteration 49Q: 3 clusters Score -5522374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5522378.000000 Penalty: 3456.246338
	Iteration 50Q: 3 clusters Score -5522378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5522380.500000 Penalty: 3456.246338
	Iteration 51Q: 3 clusters Score -5522380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5522408.000000 Penalty: 3456.246338
	Iteration 52Q: 3 clusters Score -5522408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5522422.500000 Penalty: 3456.246338
	Iteration 53Q: 3 clusters Score -5522422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5522423.500000 Penalty: 3456.246338
	Iteration 54Q: 3 clusters Score -5522424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5522431.000000 Penalty: 3456.246338
	Iteration 55Q: 3 clusters Score -5522431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -5522450.500000 Penalty: 3456.246338
	Iteration 56Q: 3 clusters Score -5522450 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5522449.500000 Penalty: 3456.246338
	Iteration 57Q: 3 clusters Score -5522450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5522488.000000 Penalty: 3456.246338
	Iteration 58Q: 3 clusters Score -5522488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5522499.500000 Penalty: 3456.246338
	Iteration 59Q: 3 clusters Score -5522500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5522519.500000 Penalty: 3456.246338
	Iteration 60F: 3 clusters Score -5522520 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5522520.500000 Penalty: 3456.246338
	Iteration 61Q: 3 clusters Score -5522520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5522545.500000 Penalty: 3456.246338
	Iteration 62Q: 3 clusters Score -5522546 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5522578.500000 Penalty: 3456.246338
	Iteration 63Q: 3 clusters Score -5522578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5522596.500000 Penalty: 3456.246338
	Iteration 64Q: 3 clusters Score -5522596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5522614.500000 Penalty: 3456.246338
	Iteration 65Q: 3 clusters Score -5522614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5522653.500000 Penalty: 3456.246338
	Iteration 66Q: 3 clusters Score -5522654 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5522684.000000 Penalty: 3456.246338
	Iteration 67Q: 3 clusters Score -5522684 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5522730.500000 Penalty: 3456.246338
	Iteration 68Q: 3 clusters Score -5522730 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5522768.500000 Penalty: 3456.246338
	Iteration 69Q: 3 clusters Score -5522768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -5522823.500000 Penalty: 3456.246338
	Iteration 70Q: 3 clusters Score -5522824 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5522845.000000 Penalty: 3456.246338
	Iteration 71Q: 3 clusters Score -5522845 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5522884.500000 Penalty: 3456.246338
	Iteration 72Q: 3 clusters Score -5522884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5522933.500000 Penalty: 3456.246338
	Iteration 73Q: 3 clusters Score -5522934 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -5523019.500000 Penalty: 3456.246338
	Iteration 74Q: 3 clusters Score -5523020 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5523058.500000 Penalty: 3456.246338
	Iteration 75Q: 3 clusters Score -5523058 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -5523144.500000 Penalty: 3456.246338
	Iteration 76Q: 3 clusters Score -5523144 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5523248.500000 Penalty: 3456.246338
	Iteration 77Q: 3 clusters Score -5523248 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5523312.000000 Penalty: 3456.246338
	Iteration 78Q: 3 clusters Score -5523312 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -5523434.000000 Penalty: 3456.246338
	Iteration 79Q: 3 clusters Score -5523434 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -5523560.500000 Penalty: 3456.246338
	Iteration 80F: 3 clusters Score -5523560 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5523705.500000 Penalty: 3456.246338
	Iteration 81Q: 3 clusters Score -5523706 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -5523899.500000 Penalty: 3456.246338
	Iteration 82Q: 3 clusters Score -5523900 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -5524094.500000 Penalty: 3456.246338
	Iteration 83Q: 3 clusters Score -5524094 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -5524307.500000 Penalty: 3456.246338
	Iteration 84Q: 3 clusters Score -5524308 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -5524569.000000 Penalty: 3456.246338
	Iteration 85Q: 3 clusters Score -5524569 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5524834.500000 Penalty: 3456.246338
	Iteration 86Q: 3 clusters Score -5524834 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5525209.000000 Penalty: 3456.246338
	Iteration 87Q: 3 clusters Score -5525209 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -5525563.500000 Penalty: 3456.246338
	Iteration 88Q: 3 clusters Score -5525564 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5525905.500000 Penalty: 3456.246338
	Iteration 89Q: 3 clusters Score -5525906 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5526257.500000 Penalty: 3456.246338
	Iteration 90Q: 3 clusters Score -5526258 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5526595.500000 Penalty: 3456.246338
	Iteration 91Q: 3 clusters Score -5526596 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5526947.000000 Penalty: 3456.246338
	Iteration 92Q: 3 clusters Score -5526947 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5527222.500000 Penalty: 3456.246338
	Iteration 93Q: 3 clusters Score -5527222 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5527452.500000 Penalty: 3456.246338
	Iteration 94Q: 3 clusters Score -5527452 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5527639.000000 Penalty: 3456.246338
	Iteration 95Q: 3 clusters Score -5527639 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5527788.500000 Penalty: 3456.246338
	Iteration 96Q: 3 clusters Score -5527788 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5527924.500000 Penalty: 3456.246338
	Iteration 97Q: 3 clusters Score -5527924 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5528009.000000 Penalty: 3456.246338
	Iteration 98Q: 3 clusters Score -5528009 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5528106.500000 Penalty: 3456.246338
	Iteration 99Q: 3 clusters Score -5528106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5528180.000000 Penalty: 3456.246338
	Iteration 100F: 3 clusters Score -5528180 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5528259.000000 Penalty: 3456.246338
	Iteration 101Q: 3 clusters Score -5528259 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5528329.500000 Penalty: 3456.246338
	Iteration 102Q: 3 clusters Score -5528330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5528391.500000 Penalty: 3456.246338
	Iteration 103Q: 3 clusters Score -5528392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5528451.000000 Penalty: 3456.246338
	Iteration 104Q: 3 clusters Score -5528451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5528488.500000 Penalty: 3456.246338
	Iteration 105Q: 3 clusters Score -5528488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5528519.500000 Penalty: 3456.246338
	Iteration 106Q: 3 clusters Score -5528520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5528550.000000 Penalty: 3456.246338
	Iteration 107Q: 3 clusters Score -5528550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5528599.500000 Penalty: 3456.246338
	Iteration 108Q: 3 clusters Score -5528600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5528629.500000 Penalty: 3456.246338
	Iteration 109Q: 3 clusters Score -5528630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -5528656.000000 Penalty: 3456.246338
	Iteration 110Q: 3 clusters Score -5528656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5528679.000000 Penalty: 3456.246338
	Iteration 111Q: 3 clusters Score -5528679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5528706.000000 Penalty: 3456.246338
	Iteration 112Q: 3 clusters Score -5528706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5528720.000000 Penalty: 3456.246338
	Iteration 113Q: 3 clusters Score -5528720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5528744.500000 Penalty: 3456.246338
	Iteration 114Q: 3 clusters Score -5528744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5528763.500000 Penalty: 3456.246338
	Iteration 115Q: 3 clusters Score -5528764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5528786.500000 Penalty: 3456.246338
	Iteration 116Q: 3 clusters Score -5528786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5528792.500000 Penalty: 3456.246338
	Iteration 117Q: 3 clusters Score -5528792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -5528797.000000 Penalty: 3456.246338
	Iteration 118Q: 3 clusters Score -5528797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -5528801.500000 Penalty: 3456.246338
	Iteration 119Q: 3 clusters Score -5528802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5528799.500000 Penalty: 3456.246338
	Iteration 120F: 3 clusters Score -5528800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5528801.500000 Penalty: 3456.246338
	Iteration 121Q: 3 clusters Score -5528802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5528801.000000 Penalty: 3456.246338
	Iteration 122Q: 3 clusters Score -5528801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5528801.000000 Penalty: 3456.246338
	Iteration 123F: 3 clusters Score -5528801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -385141.906250 Penalty: 1314.988892
	Iteration 0F: 2 clusters Score -385141.9 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 1614 members 
Entering Unmasked Estep 
Score: -382234.468750 Penalty: 2629.977783
	Iteration 0F: 3 clusters Score -382234.5 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -383005.031250 Penalty: 2629.977783
	Iteration 1F: 3 clusters Score -383005 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383174.656250 Penalty: 2629.977783
	Iteration 2F: 3 clusters Score -383174.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -383299.718750 Penalty: 2629.977783
	Iteration 3F: 3 clusters Score -383299.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -383415.593750 Penalty: 2629.977783
	Iteration 4Q: 3 clusters Score -383415.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -383530.218750 Penalty: 2629.977783
	Iteration 5Q: 3 clusters Score -383530.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -383620.156250 Penalty: 2629.977783
	Iteration 6Q: 3 clusters Score -383620.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -383717.468750 Penalty: 2629.977783
	Iteration 7Q: 3 clusters Score -383717.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -383799.687500 Penalty: 2629.977783
	Iteration 8Q: 3 clusters Score -383799.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -383878.468750 Penalty: 2629.977783
	Iteration 9Q: 3 clusters Score -383878.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -383964.093750 Penalty: 2629.977783
	Iteration 10Q: 3 clusters Score -383964.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -384029.312500 Penalty: 2629.977783
	Iteration 11Q: 3 clusters Score -384029.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -384080.125000 Penalty: 2629.977783
	Iteration 12Q: 3 clusters Score -384080.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -384129.343750 Penalty: 2629.977783
	Iteration 13Q: 3 clusters Score -384129.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -384163.312500 Penalty: 2629.977783
	Iteration 14Q: 3 clusters Score -384163.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -384187.281250 Penalty: 2629.977783
	Iteration 15Q: 3 clusters Score -384187.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -384202.406250 Penalty: 2629.977783
	Iteration 16Q: 3 clusters Score -384202.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -384215.937500 Penalty: 2629.977783
	Iteration 17Q: 3 clusters Score -384215.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -384222.750000 Penalty: 2629.977783
	Iteration 18Q: 3 clusters Score -384222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -384224.812500 Penalty: 2629.977783
	Iteration 19Q: 3 clusters Score -384224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -384227.562500 Penalty: 2629.977783
	Iteration 20F: 3 clusters Score -384227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -384228.906250 Penalty: 2629.977783
	Iteration 21Q: 3 clusters Score -384228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -384232.843750 Penalty: 2629.977783
	Iteration 22Q: 3 clusters Score -384232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -384233.937500 Penalty: 2629.977783
	Iteration 23Q: 3 clusters Score -384233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -384235.281250 Penalty: 2629.977783
	Iteration 24Q: 3 clusters Score -384235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -384236.093750 Penalty: 2629.977783
	Iteration 25Q: 3 clusters Score -384236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -384236.687500 Penalty: 2629.977783
	Iteration 26Q: 3 clusters Score -384236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -384236.687500 Penalty: 2629.977783
	Iteration 27F: 3 clusters Score -384236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -837680.687500 Penalty: 1431.189941
	Iteration 0F: 2 clusters Score -837680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -832661.375000 Penalty: 2862.379883
	Iteration 0F: 3 clusters Score -832661.4 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -834190.250000 Penalty: 2862.379883
	Iteration 1F: 3 clusters Score -834190.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -834432.250000 Penalty: 2862.379883
	Iteration 2F: 3 clusters Score -834432.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -834612.937500 Penalty: 2862.379883
	Iteration 3F: 3 clusters Score -834612.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -834801.500000 Penalty: 2862.379883
	Iteration 4Q: 3 clusters Score -834801.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -834978.812500 Penalty: 2862.379883
	Iteration 5Q: 3 clusters Score -834978.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -835182.812500 Penalty: 2862.379883
	Iteration 6Q: 3 clusters Score -835182.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -835386.937500 Penalty: 2862.379883
	Iteration 7Q: 3 clusters Score -835386.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -835571.125000 Penalty: 2862.379883
	Iteration 8Q: 3 clusters Score -835571.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -835742.062500 Penalty: 2862.379883
	Iteration 9Q: 3 clusters Score -835742.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -835943.500000 Penalty: 2862.379883
	Iteration 10Q: 3 clusters Score -835943.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -836092.687500 Penalty: 2862.379883
	Iteration 11Q: 3 clusters Score -836092.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -836187.750000 Penalty: 2862.379883
	Iteration 12Q: 3 clusters Score -836187.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -836252.937500 Penalty: 2862.379883
	Iteration 13Q: 3 clusters Score -836252.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -836295.375000 Penalty: 2862.379883
	Iteration 14Q: 3 clusters Score -836295.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -836320.937500 Penalty: 2862.379883
	Iteration 15Q: 3 clusters Score -836320.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -836347.437500 Penalty: 2862.379883
	Iteration 16Q: 3 clusters Score -836347.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -836371.750000 Penalty: 2862.379883
	Iteration 17Q: 3 clusters Score -836371.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -836396.375000 Penalty: 2862.379883
	Iteration 18Q: 3 clusters Score -836396.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -836417.875000 Penalty: 2862.379883
	Iteration 19Q: 3 clusters Score -836417.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -836434.062500 Penalty: 2862.379883
	Iteration 20F: 3 clusters Score -836434.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -836444.875000 Penalty: 2862.379883
	Iteration 21Q: 3 clusters Score -836444.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -836454.062500 Penalty: 2862.379883
	Iteration 22Q: 3 clusters Score -836454.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -836466.000000 Penalty: 2862.379883
	Iteration 23Q: 3 clusters Score -836466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -836481.125000 Penalty: 2862.379883
	Iteration 24Q: 3 clusters Score -836481.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -836501.000000 Penalty: 2862.379883
	Iteration 25Q: 3 clusters Score -836501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -836521.312500 Penalty: 2862.379883
	Iteration 26Q: 3 clusters Score -836521.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -836531.937500 Penalty: 2862.379883
	Iteration 27Q: 3 clusters Score -836531.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -836539.875000 Penalty: 2862.379883
	Iteration 28Q: 3 clusters Score -836539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -836544.125000 Penalty: 2862.379883
	Iteration 29Q: 3 clusters Score -836544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -836551.875000 Penalty: 2862.379883
	Iteration 30Q: 3 clusters Score -836551.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -836558.125000 Penalty: 2862.379883
	Iteration 31Q: 3 clusters Score -836558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -836561.562500 Penalty: 2862.379883
	Iteration 32Q: 3 clusters Score -836561.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -836566.000000 Penalty: 2862.379883
	Iteration 33Q: 3 clusters Score -836566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -836569.437500 Penalty: 2862.379883
	Iteration 34Q: 3 clusters Score -836569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -836571.250000 Penalty: 2862.379883
	Iteration 35Q: 3 clusters Score -836571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -836573.000000 Penalty: 2862.379883
	Iteration 36Q: 3 clusters Score -836573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -836573.750000 Penalty: 2862.379883
	Iteration 37Q: 3 clusters Score -836573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -836574.250000 Penalty: 2862.379883
	Iteration 38Q: 3 clusters Score -836574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -836575.750000 Penalty: 2862.379883
	Iteration 39Q: 3 clusters Score -836575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -836578.312500 Penalty: 2862.379883
	Iteration 40F: 3 clusters Score -836578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -836579.937500 Penalty: 2862.379883
	Iteration 41Q: 3 clusters Score -836579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -836578.812500 Penalty: 2862.379883
	Iteration 42Q: 3 clusters Score -836578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -836578.812500 Penalty: 2862.379883
	Iteration 43F: 3 clusters Score -836578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Entering Unmasked Estep 
Score: -2867296.500000 Penalty: 1625.519409
	Iteration 0F: 2 clusters Score -2867296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2852284.250000 Penalty: 3251.038818
	Iteration 0F: 3 clusters Score -2852284 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2857721.750000 Penalty: 3251.038818
	Iteration 1F: 3 clusters Score -2857722 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2857980.500000 Penalty: 3251.038818
	Iteration 2Q: 3 clusters Score -2857980 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2858182.750000 Penalty: 3251.038818
	Iteration 3Q: 3 clusters Score -2858183 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2858388.750000 Penalty: 3251.038818
	Iteration 4Q: 3 clusters Score -2858389 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2858539.250000 Penalty: 3251.038818
	Iteration 5Q: 3 clusters Score -2858539 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2858713.750000 Penalty: 3251.038818
	Iteration 6Q: 3 clusters Score -2858714 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2858868.250000 Penalty: 3251.038818
	Iteration 7Q: 3 clusters Score -2858868 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2859047.750000 Penalty: 3251.038818
	Iteration 8Q: 3 clusters Score -2859048 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2859236.500000 Penalty: 3251.038818
	Iteration 9Q: 3 clusters Score -2859236 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2859446.250000 Penalty: 3251.038818
	Iteration 10Q: 3 clusters Score -2859446 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2859672.750000 Penalty: 3251.038818
	Iteration 11Q: 3 clusters Score -2859673 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2859892.250000 Penalty: 3251.038818
	Iteration 12Q: 3 clusters Score -2859892 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2860109.750000 Penalty: 3251.038818
	Iteration 13Q: 3 clusters Score -2860110 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2860294.500000 Penalty: 3251.038818
	Iteration 14Q: 3 clusters Score -2860294 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2860453.750000 Penalty: 3251.038818
	Iteration 15Q: 3 clusters Score -2860454 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2860576.250000 Penalty: 3251.038818
	Iteration 16Q: 3 clusters Score -2860576 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2860697.750000 Penalty: 3251.038818
	Iteration 17Q: 3 clusters Score -2860698 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2860798.500000 Penalty: 3251.038818
	Iteration 18Q: 3 clusters Score -2860798 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2860887.000000 Penalty: 3251.038818
	Iteration 19Q: 3 clusters Score -2860887 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2861003.750000 Penalty: 3251.038818
	Iteration 20F: 3 clusters Score -2861004 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2861098.750000 Penalty: 3251.038818
	Iteration 21Q: 3 clusters Score -2861099 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2861213.000000 Penalty: 3251.038818
	Iteration 22Q: 3 clusters Score -2861213 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2861369.500000 Penalty: 3251.038818
	Iteration 23Q: 3 clusters Score -2861370 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2861545.250000 Penalty: 3251.038818
	Iteration 24Q: 3 clusters Score -2861545 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2861734.250000 Penalty: 3251.038818
	Iteration 25Q: 3 clusters Score -2861734 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2861956.000000 Penalty: 3251.038818
	Iteration 26Q: 3 clusters Score -2861956 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2862176.000000 Penalty: 3251.038818
	Iteration 27Q: 3 clusters Score -2862176 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2862370.000000 Penalty: 3251.038818
	Iteration 28Q: 3 clusters Score -2862370 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2862549.000000 Penalty: 3251.038818
	Iteration 29Q: 3 clusters Score -2862549 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2862730.250000 Penalty: 3251.038818
	Iteration 30Q: 3 clusters Score -2862730 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2862889.500000 Penalty: 3251.038818
	Iteration 31Q: 3 clusters Score -2862890 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2863041.750000 Penalty: 3251.038818
	Iteration 32Q: 3 clusters Score -2863042 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2863168.500000 Penalty: 3251.038818
	Iteration 33Q: 3 clusters Score -2863168 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2863281.500000 Penalty: 3251.038818
	Iteration 34Q: 3 clusters Score -2863282 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2863382.000000 Penalty: 3251.038818
	Iteration 35Q: 3 clusters Score -2863382 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2863479.750000 Penalty: 3251.038818
	Iteration 36Q: 3 clusters Score -2863480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2863561.000000 Penalty: 3251.038818
	Iteration 37Q: 3 clusters Score -2863561 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2863645.000000 Penalty: 3251.038818
	Iteration 38Q: 3 clusters Score -2863645 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2863750.000000 Penalty: 3251.038818
	Iteration 39Q: 3 clusters Score -2863750 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2863861.250000 Penalty: 3251.038818
	Iteration 40F: 3 clusters Score -2863861 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2863980.500000 Penalty: 3251.038818
	Iteration 41Q: 3 clusters Score -2863980 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2864112.750000 Penalty: 3251.038818
	Iteration 42Q: 3 clusters Score -2864113 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2864250.750000 Penalty: 3251.038818
	Iteration 43Q: 3 clusters Score -2864251 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2864399.000000 Penalty: 3251.038818
	Iteration 44Q: 3 clusters Score -2864399 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2864526.250000 Penalty: 3251.038818
	Iteration 45Q: 3 clusters Score -2864526 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2864657.500000 Penalty: 3251.038818
	Iteration 46Q: 3 clusters Score -2864658 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2864788.750000 Penalty: 3251.038818
	Iteration 47Q: 3 clusters Score -2864789 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2864925.250000 Penalty: 3251.038818
	Iteration 48Q: 3 clusters Score -2864925 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2865065.000000 Penalty: 3251.038818
	Iteration 49Q: 3 clusters Score -2865065 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2865207.000000 Penalty: 3251.038818
	Iteration 50Q: 3 clusters Score -2865207 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2865322.250000 Penalty: 3251.038818
	Iteration 51Q: 3 clusters Score -2865322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2865428.500000 Penalty: 3251.038818
	Iteration 52Q: 3 clusters Score -2865428 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2865507.500000 Penalty: 3251.038818
	Iteration 53Q: 3 clusters Score -2865508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2865578.750000 Penalty: 3251.038818
	Iteration 54Q: 3 clusters Score -2865579 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2865665.000000 Penalty: 3251.038818
	Iteration 55Q: 3 clusters Score -2865665 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2865732.750000 Penalty: 3251.038818
	Iteration 56Q: 3 clusters Score -2865733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2865790.750000 Penalty: 3251.038818
	Iteration 57Q: 3 clusters Score -2865791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2865842.750000 Penalty: 3251.038818
	Iteration 58Q: 3 clusters Score -2865843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2865876.750000 Penalty: 3251.038818
	Iteration 59Q: 3 clusters Score -2865877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2865900.750000 Penalty: 3251.038818
	Iteration 60F: 3 clusters Score -2865901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2865913.750000 Penalty: 3251.038818
	Iteration 61Q: 3 clusters Score -2865914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2865926.000000 Penalty: 3251.038818
	Iteration 62Q: 3 clusters Score -2865926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2865930.750000 Penalty: 3251.038818
	Iteration 63Q: 3 clusters Score -2865931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2865932.750000 Penalty: 3251.038818
	Iteration 64Q: 3 clusters Score -2865933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2865938.750000 Penalty: 3251.038818
	Iteration 65Q: 3 clusters Score -2865939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2865947.250000 Penalty: 3251.038818
	Iteration 66Q: 3 clusters Score -2865947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2865954.750000 Penalty: 3251.038818
	Iteration 67Q: 3 clusters Score -2865955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2865955.000000 Penalty: 3251.038818
	Iteration 68Q: 3 clusters Score -2865955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2865958.500000 Penalty: 3251.038818
	Iteration 69Q: 3 clusters Score -2865958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2865960.250000 Penalty: 3251.038818
	Iteration 70Q: 3 clusters Score -2865960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2865959.250000 Penalty: 3251.038818
	Iteration 71Q: 3 clusters Score -2865959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2865959.250000 Penalty: 3251.038818
	Iteration 72F: 3 clusters Score -2865959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -265097.093750 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -265097.1 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 1187 members 
Entering Unmasked Estep 
Score: -262870.375000 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -262870.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263430.125000 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -263430.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -263595.781250 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -263595.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -263732.531250 Penalty: 2513.162598
	Iteration 3F: 3 clusters Score -263732.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -263886.312500 Penalty: 2513.162598
	Iteration 4F: 3 clusters Score -263886.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -264006.812500 Penalty: 2513.162598
	Iteration 5Q: 3 clusters Score -264006.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -264119.843750 Penalty: 2513.162598
	Iteration 6Q: 3 clusters Score -264119.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -264195.281250 Penalty: 2513.162598
	Iteration 7Q: 3 clusters Score -264195.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -264274.562500 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -264274.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -264341.031250 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -264341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -264384.062500 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -264384.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -264414.281250 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -264414.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -264435.750000 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -264435.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -264452.656250 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -264452.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -264464.812500 Penalty: 2513.162598
	Iteration 14Q: 3 clusters Score -264464.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -264477.937500 Penalty: 2513.162598
	Iteration 15Q: 3 clusters Score -264477.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264493.187500 Penalty: 2513.162598
	Iteration 16Q: 3 clusters Score -264493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264504.906250 Penalty: 2513.162598
	Iteration 17Q: 3 clusters Score -264504.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -264515.843750 Penalty: 2513.162598
	Iteration 18Q: 3 clusters Score -264515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -264521.031250 Penalty: 2513.162598
	Iteration 19Q: 3 clusters Score -264521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -264525.031250 Penalty: 2513.162598
	Iteration 20F: 3 clusters Score -264525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -264527.218750 Penalty: 2513.162598
	Iteration 21Q: 3 clusters Score -264527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -264528.843750 Penalty: 2513.162598
	Iteration 22Q: 3 clusters Score -264528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264529.437500 Penalty: 2513.162598
	Iteration 23Q: 3 clusters Score -264529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264529.437500 Penalty: 2513.162598
	Iteration 24F: 3 clusters Score -264529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -565260.125000 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -565260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -561760.312500 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -561760.3 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -562631.625000 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -562631.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -562785.687500 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -562785.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -562870.187500 Penalty: 2709.015137
	Iteration 3Q: 3 clusters Score -562870.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -562928.000000 Penalty: 2709.015137
	Iteration 4Q: 3 clusters Score -562928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -562960.312500 Penalty: 2709.015137
	Iteration 5Q: 3 clusters Score -562960.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -562975.750000 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -562975.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -562990.375000 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -562990.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -563003.625000 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -563003.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -563017.812500 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -563017.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -563028.625000 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -563028.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -563034.875000 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -563034.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -563044.562500 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -563044.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -563054.750000 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -563054.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -563066.875000 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -563066.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -563081.000000 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -563081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -563098.687500 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -563098.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -563117.062500 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -563117.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -563133.562500 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -563133.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -563151.187500 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -563151.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -563170.125000 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -563170.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -563181.312500 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -563181.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -563194.875000 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -563194.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -563208.500000 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -563208.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -563220.375000 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -563220.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -563234.062500 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -563234.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -563250.812500 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -563250.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -563269.312500 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -563269.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -563297.250000 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -563297.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -563321.437500 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -563321.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -563351.875000 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -563351.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -563391.187500 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -563391.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -563433.812500 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -563433.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -563479.625000 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -563479.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -563517.937500 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -563517.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -563561.562500 Penalty: 2709.015137
	Iteration 35Q: 3 clusters Score -563561.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -563613.937500 Penalty: 2709.015137
	Iteration 36Q: 3 clusters Score -563613.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -563669.062500 Penalty: 2709.015137
	Iteration 37Q: 3 clusters Score -563669.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -563721.437500 Penalty: 2709.015137
	Iteration 38Q: 3 clusters Score -563721.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -563778.125000 Penalty: 2709.015137
	Iteration 39Q: 3 clusters Score -563778.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -563833.062500 Penalty: 2709.015137
	Iteration 40F: 3 clusters Score -563833.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -563874.500000 Penalty: 2709.015137
	Iteration 41Q: 3 clusters Score -563874.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -563912.375000 Penalty: 2709.015137
	Iteration 42Q: 3 clusters Score -563912.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -563944.812500 Penalty: 2709.015137
	Iteration 43Q: 3 clusters Score -563944.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -563972.375000 Penalty: 2709.015137
	Iteration 44Q: 3 clusters Score -563972.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -564002.812500 Penalty: 2709.015137
	Iteration 45Q: 3 clusters Score -564002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -564020.375000 Penalty: 2709.015137
	Iteration 46Q: 3 clusters Score -564020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -564029.562500 Penalty: 2709.015137
	Iteration 47Q: 3 clusters Score -564029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -564037.687500 Penalty: 2709.015137
	Iteration 48Q: 3 clusters Score -564037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -564043.687500 Penalty: 2709.015137
	Iteration 49Q: 3 clusters Score -564043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -564051.687500 Penalty: 2709.015137
	Iteration 50Q: 3 clusters Score -564051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -564054.812500 Penalty: 2709.015137
	Iteration 51Q: 3 clusters Score -564054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -564060.500000 Penalty: 2709.015137
	Iteration 52Q: 3 clusters Score -564060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -564063.125000 Penalty: 2709.015137
	Iteration 53Q: 3 clusters Score -564063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -564064.750000 Penalty: 2709.015137
	Iteration 54Q: 3 clusters Score -564064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -564066.125000 Penalty: 2709.015137
	Iteration 55Q: 3 clusters Score -564066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -564066.625000 Penalty: 2709.015137
	Iteration 56Q: 3 clusters Score -564066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -564068.312500 Penalty: 2709.015137
	Iteration 57Q: 3 clusters Score -564068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -564071.937500 Penalty: 2709.015137
	Iteration 58Q: 3 clusters Score -564071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -564071.937500 Penalty: 2709.015137
	Iteration 59F: 3 clusters Score -564071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Entering Unmasked Estep 
Score: -9912627.000000 Penalty: 1824.608276
	Iteration 0F: 2 clusters Score -9912627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -9863817.000000 Penalty: 3649.216553
	Iteration 0F: 3 clusters Score -9863817 nChanged 35765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -9884600.000000 Penalty: 3649.216553
	Iteration 1F: 3 clusters Score -9884600 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -9885606.000000 Penalty: 3649.216553
	Iteration 2Q: 3 clusters Score -9885606 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -9886816.000000 Penalty: 3649.216553
	Iteration 3Q: 3 clusters Score -9886816 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -9888566.000000 Penalty: 3649.216553
	Iteration 4F: 3 clusters Score -9888566 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -9890851.000000 Penalty: 3649.216553
	Iteration 5F: 3 clusters Score -9890851 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -9893767.000000 Penalty: 3649.216553
	Iteration 6F: 3 clusters Score -9893767 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -9897172.000000 Penalty: 3649.216553
	Iteration 7F: 3 clusters Score -9897172 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -9900945.000000 Penalty: 3649.216553
	Iteration 8F: 3 clusters Score -9900945 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9904580.000000 Penalty: 3649.216553
	Iteration 9F: 3 clusters Score -9904580 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -9907643.000000 Penalty: 3649.216553
	Iteration 10Q: 3 clusters Score -9907643 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9909693.000000 Penalty: 3649.216553
	Iteration 11Q: 3 clusters Score -9909693 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9910505.000000 Penalty: 3649.216553
	Iteration 12Q: 3 clusters Score -9910505 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9910782.000000 Penalty: 3649.216553
	Iteration 13Q: 3 clusters Score -9910782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9910911.000000 Penalty: 3649.216553
	Iteration 14Q: 3 clusters Score -9910911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9910979.000000 Penalty: 3649.216553
	Iteration 15Q: 3 clusters Score -9910979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9910989.000000 Penalty: 3649.216553
	Iteration 16Q: 3 clusters Score -9910989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9911012.000000 Penalty: 3649.216553
	Iteration 17Q: 3 clusters Score -9911012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9911033.000000 Penalty: 3649.216553
	Iteration 18Q: 3 clusters Score -9911033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9911037.000000 Penalty: 3649.216553
	Iteration 19Q: 3 clusters Score -9911037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9911058.000000 Penalty: 3649.216553
	Iteration 20F: 3 clusters Score -9911058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9911060.000000 Penalty: 3649.216553
	Iteration 21Q: 3 clusters Score -9911060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9911064.000000 Penalty: 3649.216553
	Iteration 22Q: 3 clusters Score -9911064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9911064.000000 Penalty: 3649.216553
	Iteration 23Q: 3 clusters Score -9911064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9911064.000000 Penalty: 3649.216553
	Iteration 24F: 3 clusters Score -9911064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Entering Unmasked Estep 
Score: -1846789.625000 Penalty: 1558.909180
	Iteration 0F: 2 clusters Score -1846790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1836643.125000 Penalty: 3117.818359
	Iteration 0F: 3 clusters Score -1836643 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1839944.000000 Penalty: 3117.818359
	Iteration 1F: 3 clusters Score -1839944 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1840169.625000 Penalty: 3117.818359
	Iteration 2Q: 3 clusters Score -1840170 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1840356.625000 Penalty: 3117.818359
	Iteration 3Q: 3 clusters Score -1840357 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1840524.500000 Penalty: 3117.818359
	Iteration 4Q: 3 clusters Score -1840524 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1840682.750000 Penalty: 3117.818359
	Iteration 5Q: 3 clusters Score -1840683 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1840866.000000 Penalty: 3117.818359
	Iteration 6Q: 3 clusters Score -1840866 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1841080.250000 Penalty: 3117.818359
	Iteration 7Q: 3 clusters Score -1841080 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1841324.250000 Penalty: 3117.818359
	Iteration 8Q: 3 clusters Score -1841324 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1841676.125000 Penalty: 3117.818359
	Iteration 9Q: 3 clusters Score -1841676 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1842164.750000 Penalty: 3117.818359
	Iteration 10F: 3 clusters Score -1842165 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1842781.875000 Penalty: 3117.818359
	Iteration 11F: 3 clusters Score -1842782 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1843527.750000 Penalty: 3117.818359
	Iteration 12F: 3 clusters Score -1843528 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1844220.625000 Penalty: 3117.818359
	Iteration 13F: 3 clusters Score -1844221 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1844703.250000 Penalty: 3117.818359
	Iteration 14Q: 3 clusters Score -1844703 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1845024.125000 Penalty: 3117.818359
	Iteration 15Q: 3 clusters Score -1845024 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1845174.250000 Penalty: 3117.818359
	Iteration 16Q: 3 clusters Score -1845174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1845261.750000 Penalty: 3117.818359
	Iteration 17Q: 3 clusters Score -1845262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1845311.000000 Penalty: 3117.818359
	Iteration 18Q: 3 clusters Score -1845311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1845347.125000 Penalty: 3117.818359
	Iteration 19Q: 3 clusters Score -1845347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1845373.750000 Penalty: 3117.818359
	Iteration 20F: 3 clusters Score -1845374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1845393.750000 Penalty: 3117.818359
	Iteration 21Q: 3 clusters Score -1845394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1845403.125000 Penalty: 3117.818359
	Iteration 22Q: 3 clusters Score -1845403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1845404.750000 Penalty: 3117.818359
	Iteration 23Q: 3 clusters Score -1845405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1845414.500000 Penalty: 3117.818359
	Iteration 24Q: 3 clusters Score -1845414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1845422.000000 Penalty: 3117.818359
	Iteration 25Q: 3 clusters Score -1845422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1845425.750000 Penalty: 3117.818359
	Iteration 26Q: 3 clusters Score -1845426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1845428.750000 Penalty: 3117.818359
	Iteration 27Q: 3 clusters Score -1845429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1845428.375000 Penalty: 3117.818359
	Iteration 28Q: 3 clusters Score -1845428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1845430.875000 Penalty: 3117.818359
	Iteration 29Q: 3 clusters Score -1845431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1845433.750000 Penalty: 3117.818359
	Iteration 30Q: 3 clusters Score -1845434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1845436.875000 Penalty: 3117.818359
	Iteration 31Q: 3 clusters Score -1845437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1845439.375000 Penalty: 3117.818359
	Iteration 32Q: 3 clusters Score -1845439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1845440.625000 Penalty: 3117.818359
	Iteration 33Q: 3 clusters Score -1845441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1845441.250000 Penalty: 3117.818359
	Iteration 34Q: 3 clusters Score -1845441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1845441.250000 Penalty: 3117.818359
	Iteration 35F: 3 clusters Score -1845441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -294638.312500 Penalty: 1268.389648
	Iteration 0F: 2 clusters Score -294638.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -292256.000000 Penalty: 2536.779297
	Iteration 0F: 3 clusters Score -292256 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -292805.875000 Penalty: 2536.779297
	Iteration 1F: 3 clusters Score -292805.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -292931.968750 Penalty: 2536.779297
	Iteration 2F: 3 clusters Score -292932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -293006.781250 Penalty: 2536.779297
	Iteration 3Q: 3 clusters Score -293006.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -293051.875000 Penalty: 2536.779297
	Iteration 4Q: 3 clusters Score -293051.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -293074.875000 Penalty: 2536.779297
	Iteration 5Q: 3 clusters Score -293074.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -293091.812500 Penalty: 2536.779297
	Iteration 6Q: 3 clusters Score -293091.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -293100.250000 Penalty: 2536.779297
	Iteration 7Q: 3 clusters Score -293100.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -293107.406250 Penalty: 2536.779297
	Iteration 8Q: 3 clusters Score -293107.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -293114.656250 Penalty: 2536.779297
	Iteration 9Q: 3 clusters Score -293114.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -293124.187500 Penalty: 2536.779297
	Iteration 10Q: 3 clusters Score -293124.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -293131.937500 Penalty: 2536.779297
	Iteration 11Q: 3 clusters Score -293131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -293135.218750 Penalty: 2536.779297
	Iteration 12Q: 3 clusters Score -293135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -293139.375000 Penalty: 2536.779297
	Iteration 13Q: 3 clusters Score -293139.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293141.906250 Penalty: 2536.779297
	Iteration 14Q: 3 clusters Score -293141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -293144.500000 Penalty: 2536.779297
	Iteration 15Q: 3 clusters Score -293144.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -293148.437500 Penalty: 2536.779297
	Iteration 16Q: 3 clusters Score -293148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -293152.687500 Penalty: 2536.779297
	Iteration 17Q: 3 clusters Score -293152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -293155.531250 Penalty: 2536.779297
	Iteration 18Q: 3 clusters Score -293155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -293157.718750 Penalty: 2536.779297
	Iteration 19Q: 3 clusters Score -293157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -293158.656250 Penalty: 2536.779297
	Iteration 20F: 3 clusters Score -293158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -293160.656250 Penalty: 2536.779297
	Iteration 21Q: 3 clusters Score -293160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -293162.750000 Penalty: 2536.779297
	Iteration 22Q: 3 clusters Score -293162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -293164.843750 Penalty: 2536.779297
	Iteration 23Q: 3 clusters Score -293164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -293165.843750 Penalty: 2536.779297
	Iteration 24Q: 3 clusters Score -293165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -293165.875000 Penalty: 2536.779297
	Iteration 25Q: 3 clusters Score -293165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -293167.125000 Penalty: 2536.779297
	Iteration 26Q: 3 clusters Score -293167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -293167.125000 Penalty: 2536.779297
	Iteration 27F: 3 clusters Score -293167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -936789.937500 Penalty: 1441.642456
	Iteration 0F: 2 clusters Score -936789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -931419.562500 Penalty: 2883.284912
	Iteration 0F: 3 clusters Score -931419.6 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -932986.437500 Penalty: 2883.284912
	Iteration 1F: 3 clusters Score -932986.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -933220.250000 Penalty: 2883.284912
	Iteration 2F: 3 clusters Score -933220.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -933375.625000 Penalty: 2883.284912
	Iteration 3F: 3 clusters Score -933375.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -933491.437500 Penalty: 2883.284912
	Iteration 4Q: 3 clusters Score -933491.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -933598.562500 Penalty: 2883.284912
	Iteration 5Q: 3 clusters Score -933598.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -933693.625000 Penalty: 2883.284912
	Iteration 6Q: 3 clusters Score -933693.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -933786.625000 Penalty: 2883.284912
	Iteration 7Q: 3 clusters Score -933786.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -933903.375000 Penalty: 2883.284912
	Iteration 8Q: 3 clusters Score -933903.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -934075.687500 Penalty: 2883.284912
	Iteration 9Q: 3 clusters Score -934075.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -934312.937500 Penalty: 2883.284912
	Iteration 10Q: 3 clusters Score -934312.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -934584.000000 Penalty: 2883.284912
	Iteration 11Q: 3 clusters Score -934584 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -934860.500000 Penalty: 2883.284912
	Iteration 12Q: 3 clusters Score -934860.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -935066.687500 Penalty: 2883.284912
	Iteration 13Q: 3 clusters Score -935066.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -935229.125000 Penalty: 2883.284912
	Iteration 14Q: 3 clusters Score -935229.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -935321.187500 Penalty: 2883.284912
	Iteration 15Q: 3 clusters Score -935321.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -935383.375000 Penalty: 2883.284912
	Iteration 16Q: 3 clusters Score -935383.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -935418.250000 Penalty: 2883.284912
	Iteration 17Q: 3 clusters Score -935418.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -935448.125000 Penalty: 2883.284912
	Iteration 18Q: 3 clusters Score -935448.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -935464.562500 Penalty: 2883.284912
	Iteration 19Q: 3 clusters Score -935464.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -935480.750000 Penalty: 2883.284912
	Iteration 20F: 3 clusters Score -935480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -935489.250000 Penalty: 2883.284912
	Iteration 21Q: 3 clusters Score -935489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -935499.312500 Penalty: 2883.284912
	Iteration 22Q: 3 clusters Score -935499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -935503.000000 Penalty: 2883.284912
	Iteration 23Q: 3 clusters Score -935503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -935508.687500 Penalty: 2883.284912
	Iteration 24Q: 3 clusters Score -935508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -935514.500000 Penalty: 2883.284912
	Iteration 25Q: 3 clusters Score -935514.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -935525.812500 Penalty: 2883.284912
	Iteration 26Q: 3 clusters Score -935525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -935532.750000 Penalty: 2883.284912
	Iteration 27Q: 3 clusters Score -935532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -935535.625000 Penalty: 2883.284912
	Iteration 28Q: 3 clusters Score -935535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -935538.250000 Penalty: 2883.284912
	Iteration 29Q: 3 clusters Score -935538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -935538.125000 Penalty: 2883.284912
	Iteration 30Q: 3 clusters Score -935538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -935538.125000 Penalty: 2883.284912
	Iteration 31F: 3 clusters Score -935538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Entering Unmasked Estep 
Score: -11556638.000000 Penalty: 1849.054932
	Iteration 0F: 2 clusters Score -1.155664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -11504342.000000 Penalty: 3698.109863
	Iteration 0F: 3 clusters Score -1.150434e+07 nChanged 41614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -11528212.000000 Penalty: 3698.109863
	Iteration 1F: 3 clusters Score -1.152821e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -11528762.000000 Penalty: 3698.109863
	Iteration 2Q: 3 clusters Score -1.152876e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -11529272.000000 Penalty: 3698.109863
	Iteration 3Q: 3 clusters Score -1.152927e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -11529907.000000 Penalty: 3698.109863
	Iteration 4Q: 3 clusters Score -1.152991e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -11530700.000000 Penalty: 3698.109863
	Iteration 5Q: 3 clusters Score -1.15307e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -11531903.000000 Penalty: 3698.109863
	Iteration 6Q: 3 clusters Score -1.15319e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -11533615.000000 Penalty: 3698.109863
	Iteration 7Q: 3 clusters Score -1.153362e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -11536327.000000 Penalty: 3698.109863
	Iteration 8Q: 3 clusters Score -1.153633e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -11539841.000000 Penalty: 3698.109863
	Iteration 9F: 3 clusters Score -1.153984e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -11543912.000000 Penalty: 3698.109863
	Iteration 10F: 3 clusters Score -1.154391e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -11547827.000000 Penalty: 3698.109863
	Iteration 11F: 3 clusters Score -1.154783e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -11551098.000000 Penalty: 3698.109863
	Iteration 12F: 3 clusters Score -1.15511e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -11553355.000000 Penalty: 3698.109863
	Iteration 13Q: 3 clusters Score -1.155336e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -11554791.000000 Penalty: 3698.109863
	Iteration 14Q: 3 clusters Score -1.155479e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -11555720.000000 Penalty: 3698.109863
	Iteration 15Q: 3 clusters Score -1.155572e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -11556462.000000 Penalty: 3698.109863
	Iteration 16Q: 3 clusters Score -1.155646e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -11557049.000000 Penalty: 3698.109863
	Iteration 17Q: 3 clusters Score -1.155705e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -11557498.000000 Penalty: 3698.109863
	Iteration 18Q: 3 clusters Score -1.15575e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -11557833.000000 Penalty: 3698.109863
	Iteration 19Q: 3 clusters Score -1.155783e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -11558105.000000 Penalty: 3698.109863
	Iteration 20F: 3 clusters Score -1.15581e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -11558284.000000 Penalty: 3698.109863
	Iteration 21Q: 3 clusters Score -1.155828e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -11558416.000000 Penalty: 3698.109863
	Iteration 22Q: 3 clusters Score -1.155842e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -11558491.000000 Penalty: 3698.109863
	Iteration 23Q: 3 clusters Score -1.155849e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -11558520.000000 Penalty: 3698.109863
	Iteration 24Q: 3 clusters Score -1.155852e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -11558547.000000 Penalty: 3698.109863
	Iteration 25Q: 3 clusters Score -1.155855e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -11558546.000000 Penalty: 3698.109863
	Iteration 26Q: 3 clusters Score -1.155855e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -11558581.000000 Penalty: 3698.109863
	Iteration 27Q: 3 clusters Score -1.155858e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -11558606.000000 Penalty: 3698.109863
	Iteration 28Q: 3 clusters Score -1.155861e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -11558612.000000 Penalty: 3698.109863
	Iteration 29Q: 3 clusters Score -1.155861e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -11558631.000000 Penalty: 3698.109863
	Iteration 30Q: 3 clusters Score -1.155863e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -11558628.000000 Penalty: 3698.109863
	Iteration 31Q: 3 clusters Score -1.155863e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -11558662.000000 Penalty: 3698.109863
	Iteration 32Q: 3 clusters Score -1.155866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -11558682.000000 Penalty: 3698.109863
	Iteration 33Q: 3 clusters Score -1.155868e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -11558704.000000 Penalty: 3698.109863
	Iteration 34Q: 3 clusters Score -1.15587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -11558701.000000 Penalty: 3698.109863
	Iteration 35Q: 3 clusters Score -1.15587e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -11558689.000000 Penalty: 3698.109863
	Iteration 36Q: 3 clusters Score -1.155869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -11558693.000000 Penalty: 3698.109863
	Iteration 37Q: 3 clusters Score -1.155869e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -11558709.000000 Penalty: 3698.109863
	Iteration 38Q: 3 clusters Score -1.155871e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -11558696.000000 Penalty: 3698.109863
	Iteration 39Q: 3 clusters Score -1.15587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -11558699.000000 Penalty: 3698.109863
	Iteration 40F: 3 clusters Score -1.15587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -11558686.000000 Penalty: 3698.109863
	Iteration 41Q: 3 clusters Score -1.155869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -11558679.000000 Penalty: 3698.109863
	Iteration 42Q: 3 clusters Score -1.155868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -11558690.000000 Penalty: 3698.109863
	Iteration 43Q: 3 clusters Score -1.155869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -11558680.000000 Penalty: 3698.109863
	Iteration 44Q: 3 clusters Score -1.155868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -11558710.000000 Penalty: 3698.109863
	Iteration 45Q: 3 clusters Score -1.155871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -11558710.000000 Penalty: 3698.109863
	Iteration 46Q: 3 clusters Score -1.155871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -11558720.000000 Penalty: 3698.109863
	Iteration 47Q: 3 clusters Score -1.155872e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -11558696.000000 Penalty: 3698.109863
	Iteration 48Q: 3 clusters Score -1.15587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -11558715.000000 Penalty: 3698.109863
	Iteration 49Q: 3 clusters Score -1.155872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -11558703.000000 Penalty: 3698.109863
	Iteration 50Q: 3 clusters Score -1.15587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -11558692.000000 Penalty: 3698.109863
	Iteration 51Q: 3 clusters Score -1.155869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -11558688.000000 Penalty: 3698.109863
	Iteration 52Q: 3 clusters Score -1.155869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -11558694.000000 Penalty: 3698.109863
	Iteration 53Q: 3 clusters Score -1.155869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -11558692.000000 Penalty: 3698.109863
	Iteration 54Q: 3 clusters Score -1.155869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -11558694.000000 Penalty: 3698.109863
	Iteration 55Q: 3 clusters Score -1.155869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -11558671.000000 Penalty: 3698.109863
	Iteration 56Q: 3 clusters Score -1.155867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -11558690.000000 Penalty: 3698.109863
	Iteration 57Q: 3 clusters Score -1.155869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -11558686.000000 Penalty: 3698.109863
	Iteration 58Q: 3 clusters Score -1.155869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -11558697.000000 Penalty: 3698.109863
	Iteration 59Q: 3 clusters Score -1.15587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -11558683.000000 Penalty: 3698.109863
	Iteration 60F: 3 clusters Score -1.155868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -11558692.000000 Penalty: 3698.109863
	Iteration 61Q: 3 clusters Score -1.155869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -11558701.000000 Penalty: 3698.109863
	Iteration 62Q: 3 clusters Score -1.15587e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -11558707.000000 Penalty: 3698.109863
	Iteration 63Q: 3 clusters Score -1.155871e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -11558732.000000 Penalty: 3698.109863
	Iteration 64Q: 3 clusters Score -1.155873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -11558747.000000 Penalty: 3698.109863
	Iteration 65Q: 3 clusters Score -1.155875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -11558732.000000 Penalty: 3698.109863
	Iteration 66Q: 3 clusters Score -1.155873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -11558750.000000 Penalty: 3698.109863
	Iteration 67Q: 3 clusters Score -1.155875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -11558731.000000 Penalty: 3698.109863
	Iteration 68Q: 3 clusters Score -1.155873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -11558729.000000 Penalty: 3698.109863
	Iteration 69Q: 3 clusters Score -1.155873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -11558708.000000 Penalty: 3698.109863
	Iteration 70Q: 3 clusters Score -1.155871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -11558720.000000 Penalty: 3698.109863
	Iteration 71Q: 3 clusters Score -1.155872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -11558720.000000 Penalty: 3698.109863
	Iteration 72Q: 3 clusters Score -1.155872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -11558725.000000 Penalty: 3698.109863
	Iteration 73Q: 3 clusters Score -1.155872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -11558728.000000 Penalty: 3698.109863
	Iteration 74Q: 3 clusters Score -1.155873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -11558741.000000 Penalty: 3698.109863
	Iteration 75Q: 3 clusters Score -1.155874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -11558741.000000 Penalty: 3698.109863
	Iteration 76Q: 3 clusters Score -1.155874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -11558735.000000 Penalty: 3698.109863
	Iteration 77Q: 3 clusters Score -1.155874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -11558733.000000 Penalty: 3698.109863
	Iteration 78Q: 3 clusters Score -1.155873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -11558738.000000 Penalty: 3698.109863
	Iteration 79Q: 3 clusters Score -1.155874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -11558732.000000 Penalty: 3698.109863
	Iteration 80F: 3 clusters Score -1.155873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -11558737.000000 Penalty: 3698.109863
	Iteration 81Q: 3 clusters Score -1.155874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -11558739.000000 Penalty: 3698.109863
	Iteration 82Q: 3 clusters Score -1.155874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -11558736.000000 Penalty: 3698.109863
	Iteration 83Q: 3 clusters Score -1.155874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -11558729.000000 Penalty: 3698.109863
	Iteration 84Q: 3 clusters Score -1.155873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -11558729.000000 Penalty: 3698.109863
	Iteration 85Q: 3 clusters Score -1.155873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -11558739.000000 Penalty: 3698.109863
	Iteration 86Q: 3 clusters Score -1.155874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -11558741.000000 Penalty: 3698.109863
	Iteration 87Q: 3 clusters Score -1.155874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -11558738.000000 Penalty: 3698.109863
	Iteration 88Q: 3 clusters Score -1.155874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -11558739.000000 Penalty: 3698.109863
	Iteration 89Q: 3 clusters Score -1.155874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -11558733.000000 Penalty: 3698.109863
	Iteration 90Q: 3 clusters Score -1.155873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -11558728.000000 Penalty: 3698.109863
	Iteration 91Q: 3 clusters Score -1.155873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -11558728.000000 Penalty: 3698.109863
	Iteration 92Q: 3 clusters Score -1.155873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -11558731.000000 Penalty: 3698.109863
	Iteration 93Q: 3 clusters Score -1.155873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -11558726.000000 Penalty: 3698.109863
	Iteration 94Q: 3 clusters Score -1.155873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -11558735.000000 Penalty: 3698.109863
	Iteration 95Q: 3 clusters Score -1.155874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -11558745.000000 Penalty: 3698.109863
	Iteration 96Q: 3 clusters Score -1.155874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -11558743.000000 Penalty: 3698.109863
	Iteration 97Q: 3 clusters Score -1.155874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -11558750.000000 Penalty: 3698.109863
	Iteration 98Q: 3 clusters Score -1.155875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -11558752.000000 Penalty: 3698.109863
	Iteration 99Q: 3 clusters Score -1.155875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -11558759.000000 Penalty: 3698.109863
	Iteration 100F: 3 clusters Score -1.155876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -11558754.000000 Penalty: 3698.109863
	Iteration 101Q: 3 clusters Score -1.155875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -11558746.000000 Penalty: 3698.109863
	Iteration 102Q: 3 clusters Score -1.155875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -11558752.000000 Penalty: 3698.109863
	Iteration 103Q: 3 clusters Score -1.155875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -11558749.000000 Penalty: 3698.109863
	Iteration 104Q: 3 clusters Score -1.155875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -11558751.000000 Penalty: 3698.109863
	Iteration 105Q: 3 clusters Score -1.155875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -11558747.000000 Penalty: 3698.109863
	Iteration 106Q: 3 clusters Score -1.155875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -11558752.000000 Penalty: 3698.109863
	Iteration 107Q: 3 clusters Score -1.155875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -11558748.000000 Penalty: 3698.109863
	Iteration 108Q: 3 clusters Score -1.155875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -11558751.000000 Penalty: 3698.109863
	Iteration 109Q: 3 clusters Score -1.155875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -11558773.000000 Penalty: 3698.109863
	Iteration 110Q: 3 clusters Score -1.155877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -11558774.000000 Penalty: 3698.109863
	Iteration 111Q: 3 clusters Score -1.155877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -11558765.000000 Penalty: 3698.109863
	Iteration 112Q: 3 clusters Score -1.155876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -11558771.000000 Penalty: 3698.109863
	Iteration 113Q: 3 clusters Score -1.155877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -11558775.000000 Penalty: 3698.109863
	Iteration 114Q: 3 clusters Score -1.155878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -11558780.000000 Penalty: 3698.109863
	Iteration 115Q: 3 clusters Score -1.155878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -11558783.000000 Penalty: 3698.109863
	Iteration 116Q: 3 clusters Score -1.155878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -11558784.000000 Penalty: 3698.109863
	Iteration 117Q: 3 clusters Score -1.155878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -11558782.000000 Penalty: 3698.109863
	Iteration 118Q: 3 clusters Score -1.155878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -11558788.000000 Penalty: 3698.109863
	Iteration 119Q: 3 clusters Score -1.155879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -11558788.000000 Penalty: 3698.109863
	Iteration 120F: 3 clusters Score -1.155879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23069 members 
Mstep: Class 4 contains 79192 members 
Mstep: Class 5 contains 18937 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54882 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74755 members 
Mstep: Class 10 contains 60598 members 
Mstep: Class 11 contains 41548 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 22097 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 75234 members 
Mstep: Class 18 contains 14666 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7127 members 
Mstep: Class 21 contains 51637 members 
Mstep: Class 22 contains 15493 members 
Mstep: Class 23 contains 54374 members 
Mstep: Class 24 contains 18003 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 35811 members 
Mstep: Class 28 contains 45863 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63345 members 
Mstep: Class 32 contains 28906 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1570 members 
Mstep: Class 36 contains 10842 members 
Mstep: Class 37 contains 6672 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5895 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39557 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72426 members 
Entering Unmasked Estep 
Score: -127795848.000000 Penalty: 101030.085938
Splitting cluster 21 changes total score from -127792984.000000 to -127795848.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (15493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Entering Unmasked Estep 
Score: -2048788.750000 Penalty: 1567.823364
	Iteration 0F: 2 clusters Score -2048789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2038015.625000 Penalty: 3135.646729
	Iteration 0F: 3 clusters Score -2038016 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2041828.125000 Penalty: 3135.646729
	Iteration 1F: 3 clusters Score -2041828 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2042099.000000 Penalty: 3135.646729
	Iteration 2F: 3 clusters Score -2042099 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2042300.875000 Penalty: 3135.646729
	Iteration 3Q: 3 clusters Score -2042301 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2042459.000000 Penalty: 3135.646729
	Iteration 4Q: 3 clusters Score -2042459 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2042595.375000 Penalty: 3135.646729
	Iteration 5Q: 3 clusters Score -2042595 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2042730.375000 Penalty: 3135.646729
	Iteration 6Q: 3 clusters Score -2042730 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2042865.250000 Penalty: 3135.646729
	Iteration 7Q: 3 clusters Score -2042865 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2043052.375000 Penalty: 3135.646729
	Iteration 8Q: 3 clusters Score -2043052 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2043310.000000 Penalty: 3135.646729
	Iteration 9Q: 3 clusters Score -2043310 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2043684.250000 Penalty: 3135.646729
	Iteration 10Q: 3 clusters Score -2043684 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2044225.500000 Penalty: 3135.646729
	Iteration 11F: 3 clusters Score -2044226 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2044888.375000 Penalty: 3135.646729
	Iteration 12F: 3 clusters Score -2044888 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2045626.375000 Penalty: 3135.646729
	Iteration 13F: 3 clusters Score -2045626 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2046300.000000 Penalty: 3135.646729
	Iteration 14Q: 3 clusters Score -2046300 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2046804.625000 Penalty: 3135.646729
	Iteration 15Q: 3 clusters Score -2046805 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2047093.500000 Penalty: 3135.646729
	Iteration 16Q: 3 clusters Score -2047094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2047242.625000 Penalty: 3135.646729
	Iteration 17Q: 3 clusters Score -2047243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2047305.375000 Penalty: 3135.646729
	Iteration 18Q: 3 clusters Score -2047305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2047354.250000 Penalty: 3135.646729
	Iteration 19Q: 3 clusters Score -2047354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2047385.875000 Penalty: 3135.646729
	Iteration 20F: 3 clusters Score -2047386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2047400.875000 Penalty: 3135.646729
	Iteration 21Q: 3 clusters Score -2047401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2047412.625000 Penalty: 3135.646729
	Iteration 22Q: 3 clusters Score -2047413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2047424.375000 Penalty: 3135.646729
	Iteration 23Q: 3 clusters Score -2047424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2047428.875000 Penalty: 3135.646729
	Iteration 24Q: 3 clusters Score -2047429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2047437.375000 Penalty: 3135.646729
	Iteration 25Q: 3 clusters Score -2047437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2047443.000000 Penalty: 3135.646729
	Iteration 26Q: 3 clusters Score -2047443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2047450.500000 Penalty: 3135.646729
	Iteration 27Q: 3 clusters Score -2047450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2047452.375000 Penalty: 3135.646729
	Iteration 28Q: 3 clusters Score -2047452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2047455.875000 Penalty: 3135.646729
	Iteration 29Q: 3 clusters Score -2047456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2047458.625000 Penalty: 3135.646729
	Iteration 30Q: 3 clusters Score -2047459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2047462.750000 Penalty: 3135.646729
	Iteration 31Q: 3 clusters Score -2047463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2047462.750000 Penalty: 3135.646729
	Iteration 32F: 3 clusters Score -2047463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Entering Unmasked Estep 
Score: -7197541.000000 Penalty: 1771.841797
	Iteration 0F: 2 clusters Score -7197541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -7161384.000000 Penalty: 3543.683594
	Iteration 0F: 3 clusters Score -7161384 nChanged 25494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -7175994.000000 Penalty: 3543.683594
	Iteration 1F: 3 clusters Score -7175994 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7176719.000000 Penalty: 3543.683594
	Iteration 2Q: 3 clusters Score -7176719 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -7177582.000000 Penalty: 3543.683594
	Iteration 3Q: 3 clusters Score -7177582 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -7178654.500000 Penalty: 3543.683594
	Iteration 4F: 3 clusters Score -7178654 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -7179934.000000 Penalty: 3543.683594
	Iteration 5F: 3 clusters Score -7179934 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -7181392.000000 Penalty: 3543.683594
	Iteration 6F: 3 clusters Score -7181392 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7182995.000000 Penalty: 3543.683594
	Iteration 7F: 3 clusters Score -7182995 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7184846.000000 Penalty: 3543.683594
	Iteration 8F: 3 clusters Score -7184846 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -7187044.500000 Penalty: 3543.683594
	Iteration 9F: 3 clusters Score -7187044 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -7189551.500000 Penalty: 3543.683594
	Iteration 10F: 3 clusters Score -7189552 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -7192169.000000 Penalty: 3543.683594
	Iteration 11F: 3 clusters Score -7192169 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -7194141.000000 Penalty: 3543.683594
	Iteration 12Q: 3 clusters Score -7194141 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -7195174.000000 Penalty: 3543.683594
	Iteration 13Q: 3 clusters Score -7195174 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -7195622.500000 Penalty: 3543.683594
	Iteration 14Q: 3 clusters Score -7195622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7195816.000000 Penalty: 3543.683594
	Iteration 15Q: 3 clusters Score -7195816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7195888.000000 Penalty: 3543.683594
	Iteration 16Q: 3 clusters Score -7195888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7195926.500000 Penalty: 3543.683594
	Iteration 17Q: 3 clusters Score -7195926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7195948.500000 Penalty: 3543.683594
	Iteration 18Q: 3 clusters Score -7195948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7195961.500000 Penalty: 3543.683594
	Iteration 19Q: 3 clusters Score -7195962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -7195982.000000 Penalty: 3543.683594
	Iteration 20F: 3 clusters Score -7195982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7195987.000000 Penalty: 3543.683594
	Iteration 21Q: 3 clusters Score -7195987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -7195989.000000 Penalty: 3543.683594
	Iteration 22Q: 3 clusters Score -7195989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7195989.500000 Penalty: 3543.683594
	Iteration 23Q: 3 clusters Score -7195990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -7195991.500000 Penalty: 3543.683594
	Iteration 24Q: 3 clusters Score -7195992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7195992.000000 Penalty: 3543.683594
	Iteration 25Q: 3 clusters Score -7195992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7196000.000000 Penalty: 3543.683594
	Iteration 26Q: 3 clusters Score -7196000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7196006.500000 Penalty: 3543.683594
	Iteration 27Q: 3 clusters Score -7196006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -7196006.500000 Penalty: 3543.683594
	Iteration 28F: 3 clusters Score -7196006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Entering Unmasked Estep 
Score: -2385760.250000 Penalty: 1592.222778
	Iteration 0F: 2 clusters Score -2385760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2373357.250000 Penalty: 3184.445557
	Iteration 0F: 3 clusters Score -2373357 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2377890.250000 Penalty: 3184.445557
	Iteration 1F: 3 clusters Score -2377890 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2378378.250000 Penalty: 3184.445557
	Iteration 2F: 3 clusters Score -2378378 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2378955.250000 Penalty: 3184.445557
	Iteration 3F: 3 clusters Score -2378955 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2379757.000000 Penalty: 3184.445557
	Iteration 4F: 3 clusters Score -2379757 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2380913.750000 Penalty: 3184.445557
	Iteration 5F: 3 clusters Score -2380914 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2382280.500000 Penalty: 3184.445557
	Iteration 6F: 3 clusters Score -2382280 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2383301.000000 Penalty: 3184.445557
	Iteration 7F: 3 clusters Score -2383301 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2383848.500000 Penalty: 3184.445557
	Iteration 8Q: 3 clusters Score -2383848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2384099.500000 Penalty: 3184.445557
	Iteration 9Q: 3 clusters Score -2384100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2384223.000000 Penalty: 3184.445557
	Iteration 10Q: 3 clusters Score -2384223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2384282.500000 Penalty: 3184.445557
	Iteration 11Q: 3 clusters Score -2384282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2384310.000000 Penalty: 3184.445557
	Iteration 12Q: 3 clusters Score -2384310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2384328.250000 Penalty: 3184.445557
	Iteration 13Q: 3 clusters Score -2384328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2384342.250000 Penalty: 3184.445557
	Iteration 14Q: 3 clusters Score -2384342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2384356.500000 Penalty: 3184.445557
	Iteration 15Q: 3 clusters Score -2384356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2384373.500000 Penalty: 3184.445557
	Iteration 16Q: 3 clusters Score -2384374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2384387.500000 Penalty: 3184.445557
	Iteration 17Q: 3 clusters Score -2384388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2384394.750000 Penalty: 3184.445557
	Iteration 18Q: 3 clusters Score -2384395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2384403.750000 Penalty: 3184.445557
	Iteration 19Q: 3 clusters Score -2384404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2384404.500000 Penalty: 3184.445557
	Iteration 20F: 3 clusters Score -2384404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2384409.750000 Penalty: 3184.445557
	Iteration 21Q: 3 clusters Score -2384410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2384409.750000 Penalty: 3184.445557
	Iteration 22F: 3 clusters Score -2384410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -362707.937500 Penalty: 1300.763672
	Iteration 0F: 2 clusters Score -362707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -359975.093750 Penalty: 2601.527344
	Iteration 0F: 3 clusters Score -359975.1 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -360672.343750 Penalty: 2601.527344
	Iteration 1F: 3 clusters Score -360672.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -360781.718750 Penalty: 2601.527344
	Iteration 2F: 3 clusters Score -360781.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -360850.468750 Penalty: 2601.527344
	Iteration 3Q: 3 clusters Score -360850.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -360897.968750 Penalty: 2601.527344
	Iteration 4Q: 3 clusters Score -360898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -360931.562500 Penalty: 2601.527344
	Iteration 5Q: 3 clusters Score -360931.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -360960.437500 Penalty: 2601.527344
	Iteration 6Q: 3 clusters Score -360960.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -360993.531250 Penalty: 2601.527344
	Iteration 7Q: 3 clusters Score -360993.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -361027.406250 Penalty: 2601.527344
	Iteration 8Q: 3 clusters Score -361027.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -361059.968750 Penalty: 2601.527344
	Iteration 9Q: 3 clusters Score -361060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -361085.562500 Penalty: 2601.527344
	Iteration 10Q: 3 clusters Score -361085.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -361131.906250 Penalty: 2601.527344
	Iteration 11Q: 3 clusters Score -361131.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -361190.875000 Penalty: 2601.527344
	Iteration 12Q: 3 clusters Score -361190.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -361286.937500 Penalty: 2601.527344
	Iteration 13Q: 3 clusters Score -361286.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -361416.125000 Penalty: 2601.527344
	Iteration 14Q: 3 clusters Score -361416.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -361517.343750 Penalty: 2601.527344
	Iteration 15Q: 3 clusters Score -361517.3 nChanged 100
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: -361594.656250 Penalty: 2601.527344
	Iteration 16Q: 3 clusters Score -361594.7 nChanged 90
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: -361664.437500 Penalty: 2601.527344
	Iteration 17Q: 3 clusters Score -361664.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -361723.437500 Penalty: 2601.527344
	Iteration 18Q: 3 clusters Score -361723.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361777.750000 Penalty: 2601.527344
	Iteration 19Q: 3 clusters Score -361777.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -361850.625000 Penalty: 2601.527344
	Iteration 20F: 3 clusters Score -361850.6 nChanged 77
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: -361917.781250 Penalty: 2601.527344
	Iteration 21Q: 3 clusters Score -361917.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -361954.531250 Penalty: 2601.527344
	Iteration 22Q: 3 clusters Score -361954.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -361982.718750 Penalty: 2601.527344
	Iteration 23Q: 3 clusters Score -361982.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -362003.343750 Penalty: 2601.527344
	Iteration 24Q: 3 clusters Score -362003.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -362025.937500 Penalty: 2601.527344
	Iteration 25Q: 3 clusters Score -362025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -362037.343750 Penalty: 2601.527344
	Iteration 26Q: 3 clusters Score -362037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -362047.906250 Penalty: 2601.527344
	Iteration 27Q: 3 clusters Score -362047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -362054.250000 Penalty: 2601.527344
	Iteration 28Q: 3 clusters Score -362054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -362056.156250 Penalty: 2601.527344
	Iteration 29Q: 3 clusters Score -362056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -362058.718750 Penalty: 2601.527344
	Iteration 30Q: 3 clusters Score -362058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -362061.937500 Penalty: 2601.527344
	Iteration 31Q: 3 clusters Score -362061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -362063.593750 Penalty: 2601.527344
	Iteration 32Q: 3 clusters Score -362063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -362064.625000 Penalty: 2601.527344
	Iteration 33Q: 3 clusters Score -362064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -362065.031250 Penalty: 2601.527344
	Iteration 34Q: 3 clusters Score -362065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -362065.031250 Penalty: 2601.527344
	Iteration 35F: 3 clusters Score -362065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18559.113281 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -18559.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17935.800781 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -17935.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18140.316406 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -18140.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18219.728516 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -18219.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18269.660156 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -18269.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18300.361328 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -18300.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18301.986328 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -18301.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18301.986328 Penalty: 1746.965454
	Iteration 6F: 3 clusters Score -18301.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Entering Unmasked Estep 
Score: -5763896.500000 Penalty: 1744.179688
	Iteration 0F: 2 clusters Score -5763896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5733222.500000 Penalty: 3488.359375
	Iteration 0F: 3 clusters Score -5733222 nChanged 21420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5745465.000000 Penalty: 3488.359375
	Iteration 1F: 3 clusters Score -5745465 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5745919.500000 Penalty: 3488.359375
	Iteration 2Q: 3 clusters Score -5745920 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5746305.000000 Penalty: 3488.359375
	Iteration 3Q: 3 clusters Score -5746305 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5746699.500000 Penalty: 3488.359375
	Iteration 4Q: 3 clusters Score -5746700 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5747195.000000 Penalty: 3488.359375
	Iteration 5Q: 3 clusters Score -5747195 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5747765.500000 Penalty: 3488.359375
	Iteration 6Q: 3 clusters Score -5747766 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -5748617.500000 Penalty: 3488.359375
	Iteration 7Q: 3 clusters Score -5748618 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5749898.000000 Penalty: 3488.359375
	Iteration 8Q: 3 clusters Score -5749898 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5751656.000000 Penalty: 3488.359375
	Iteration 9F: 3 clusters Score -5751656 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5753692.000000 Penalty: 3488.359375
	Iteration 10F: 3 clusters Score -5753692 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -5755430.000000 Penalty: 3488.359375
	Iteration 11Q: 3 clusters Score -5755430 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5756758.500000 Penalty: 3488.359375
	Iteration 12Q: 3 clusters Score -5756758 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -5757736.500000 Penalty: 3488.359375
	Iteration 13Q: 3 clusters Score -5757736 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5758545.500000 Penalty: 3488.359375
	Iteration 14Q: 3 clusters Score -5758546 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5759260.500000 Penalty: 3488.359375
	Iteration 15Q: 3 clusters Score -5759260 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5759916.500000 Penalty: 3488.359375
	Iteration 16Q: 3 clusters Score -5759916 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5760472.500000 Penalty: 3488.359375
	Iteration 17Q: 3 clusters Score -5760472 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5761006.000000 Penalty: 3488.359375
	Iteration 18Q: 3 clusters Score -5761006 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5761411.500000 Penalty: 3488.359375
	Iteration 19Q: 3 clusters Score -5761412 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5761721.500000 Penalty: 3488.359375
	Iteration 20F: 3 clusters Score -5761722 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5761964.500000 Penalty: 3488.359375
	Iteration 21Q: 3 clusters Score -5761964 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5762106.000000 Penalty: 3488.359375
	Iteration 22Q: 3 clusters Score -5762106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5762196.500000 Penalty: 3488.359375
	Iteration 23Q: 3 clusters Score -5762196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5762247.500000 Penalty: 3488.359375
	Iteration 24Q: 3 clusters Score -5762248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5762291.000000 Penalty: 3488.359375
	Iteration 25Q: 3 clusters Score -5762291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5762314.500000 Penalty: 3488.359375
	Iteration 26Q: 3 clusters Score -5762314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5762331.000000 Penalty: 3488.359375
	Iteration 27Q: 3 clusters Score -5762331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5762339.500000 Penalty: 3488.359375
	Iteration 28Q: 3 clusters Score -5762340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5762345.500000 Penalty: 3488.359375
	Iteration 29Q: 3 clusters Score -5762346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5762348.000000 Penalty: 3488.359375
	Iteration 30Q: 3 clusters Score -5762348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5762350.500000 Penalty: 3488.359375
	Iteration 31Q: 3 clusters Score -5762350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5762345.500000 Penalty: 3488.359375
	Iteration 32Q: 3 clusters Score -5762346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5762345.500000 Penalty: 3488.359375
	Iteration 33F: 3 clusters Score -5762346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -353057.968750 Penalty: 1280.261841
	Iteration 0F: 2 clusters Score -353058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -350557.468750 Penalty: 2560.523682
	Iteration 0F: 3 clusters Score -350557.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -351127.437500 Penalty: 2560.523682
	Iteration 1F: 3 clusters Score -351127.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -351213.468750 Penalty: 2560.523682
	Iteration 2F: 3 clusters Score -351213.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -351259.656250 Penalty: 2560.523682
	Iteration 3Q: 3 clusters Score -351259.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -351290.468750 Penalty: 2560.523682
	Iteration 4Q: 3 clusters Score -351290.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -351310.062500 Penalty: 2560.523682
	Iteration 5Q: 3 clusters Score -351310.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -351325.062500 Penalty: 2560.523682
	Iteration 6Q: 3 clusters Score -351325.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -351337.875000 Penalty: 2560.523682
	Iteration 7Q: 3 clusters Score -351337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -351343.968750 Penalty: 2560.523682
	Iteration 8Q: 3 clusters Score -351344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351349.156250 Penalty: 2560.523682
	Iteration 9Q: 3 clusters Score -351349.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -351351.656250 Penalty: 2560.523682
	Iteration 10Q: 3 clusters Score -351351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -351352.718750 Penalty: 2560.523682
	Iteration 11Q: 3 clusters Score -351352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -351353.468750 Penalty: 2560.523682
	Iteration 12Q: 3 clusters Score -351353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -351354.343750 Penalty: 2560.523682
	Iteration 13Q: 3 clusters Score -351354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -351354.343750 Penalty: 2560.523682
	Iteration 14Q: 3 clusters Score -351354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -351354.343750 Penalty: 2560.523682
	Iteration 15F: 3 clusters Score -351354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -126635.031250 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -126635 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 506 members 
Entering Unmasked Estep 
Score: -125209.101562 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -125209.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125447.960938 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -125448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125503.156250 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -125503.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125532.023438 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -125532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125552.445312 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -125552.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125565.757812 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -125565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125572.625000 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -125572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125574.859375 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -125574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125576.664062 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -125576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125579.117188 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -125579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125586.101562 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -125586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125589.250000 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -125589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125595.023438 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -125595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125598.617188 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -125598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125601.507812 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -125601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125609.039062 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -125609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125615.484375 Penalty: 2245.669922
	Iteration 16Q: 3 clusters Score -125615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125621.062500 Penalty: 2245.669922
	Iteration 17Q: 3 clusters Score -125621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125626.960938 Penalty: 2245.669922
	Iteration 18Q: 3 clusters Score -125627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125629.367188 Penalty: 2245.669922
	Iteration 19Q: 3 clusters Score -125629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125630.437500 Penalty: 2245.669922
	Iteration 20F: 3 clusters Score -125630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125631.507812 Penalty: 2245.669922
	Iteration 21Q: 3 clusters Score -125631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125632.062500 Penalty: 2245.669922
	Iteration 22Q: 3 clusters Score -125632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125633.093750 Penalty: 2245.669922
	Iteration 23Q: 3 clusters Score -125633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125634.554688 Penalty: 2245.669922
	Iteration 24Q: 3 clusters Score -125634.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125634.554688 Penalty: 2245.669922
	Iteration 25F: 3 clusters Score -125634.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Entering Unmasked Estep 
Score: -8426884.000000 Penalty: 1796.657104
	Iteration 0F: 2 clusters Score -8426884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -8384939.500000 Penalty: 3593.314209
	Iteration 0F: 3 clusters Score -8384940 nChanged 30069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8402648.000000 Penalty: 3593.314209
	Iteration 1F: 3 clusters Score -8402648 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8403296.000000 Penalty: 3593.314209
	Iteration 2Q: 3 clusters Score -8403296 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -8404080.000000 Penalty: 3593.314209
	Iteration 3Q: 3 clusters Score -8404080 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -8404978.000000 Penalty: 3593.314209
	Iteration 4Q: 3 clusters Score -8404978 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8406141.000000 Penalty: 3593.314209
	Iteration 5Q: 3 clusters Score -8406141 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -8407763.000000 Penalty: 3593.314209
	Iteration 6Q: 3 clusters Score -8407763 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -8409943.000000 Penalty: 3593.314209
	Iteration 7F: 3 clusters Score -8409943 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8412491.000000 Penalty: 3593.314209
	Iteration 8F: 3 clusters Score -8412491 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -8414344.000000 Penalty: 3593.314209
	Iteration 9F: 3 clusters Score -8414344 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -8415200.000000 Penalty: 3593.314209
	Iteration 10Q: 3 clusters Score -8415200 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -8415395.000000 Penalty: 3593.314209
	Iteration 11Q: 3 clusters Score -8415395 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8415541.000000 Penalty: 3593.314209
	Iteration 12Q: 3 clusters Score -8415541 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -8415575.000000 Penalty: 3593.314209
	Iteration 13Q: 3 clusters Score -8415575 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -8415651.000000 Penalty: 3593.314209
	Iteration 14Q: 3 clusters Score -8415651 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -8415701.000000 Penalty: 3593.314209
	Iteration 15Q: 3 clusters Score -8415701 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -8415729.000000 Penalty: 3593.314209
	Iteration 16Q: 3 clusters Score -8415729 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -8415757.000000 Penalty: 3593.314209
	Iteration 17Q: 3 clusters Score -8415757 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -8415760.000000 Penalty: 3593.314209
	Iteration 18Q: 3 clusters Score -8415760 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -8415803.000000 Penalty: 3593.314209
	Iteration 19Q: 3 clusters Score -8415803 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -8415839.000000 Penalty: 3593.314209
	Iteration 20F: 3 clusters Score -8415839 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -8415846.000000 Penalty: 3593.314209
	Iteration 21Q: 3 clusters Score -8415846 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -8415891.000000 Penalty: 3593.314209
	Iteration 22Q: 3 clusters Score -8415891 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -8415909.000000 Penalty: 3593.314209
	Iteration 23Q: 3 clusters Score -8415909 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -8415936.000000 Penalty: 3593.314209
	Iteration 24Q: 3 clusters Score -8415936 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -8416000.000000 Penalty: 3593.314209
	Iteration 25Q: 3 clusters Score -8416000 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -8416063.000000 Penalty: 3593.314209
	Iteration 26Q: 3 clusters Score -8416063 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8416183.000000 Penalty: 3593.314209
	Iteration 27Q: 3 clusters Score -8416183 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -8416244.000000 Penalty: 3593.314209
	Iteration 28Q: 3 clusters Score -8416244 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -8416365.000000 Penalty: 3593.314209
	Iteration 29Q: 3 clusters Score -8416365 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -8416475.000000 Penalty: 3593.314209
	Iteration 30Q: 3 clusters Score -8416475 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -8416640.000000 Penalty: 3593.314209
	Iteration 31Q: 3 clusters Score -8416640 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -8416771.000000 Penalty: 3593.314209
	Iteration 32Q: 3 clusters Score -8416771 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8416990.000000 Penalty: 3593.314209
	Iteration 33Q: 3 clusters Score -8416990 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8417231.000000 Penalty: 3593.314209
	Iteration 34Q: 3 clusters Score -8417231 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8417498.000000 Penalty: 3593.314209
	Iteration 35Q: 3 clusters Score -8417498 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -8417821.000000 Penalty: 3593.314209
	Iteration 36Q: 3 clusters Score -8417821 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -8418273.000000 Penalty: 3593.314209
	Iteration 37Q: 3 clusters Score -8418273 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -8418804.000000 Penalty: 3593.314209
	Iteration 38Q: 3 clusters Score -8418804 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -8419430.000000 Penalty: 3593.314209
	Iteration 39Q: 3 clusters Score -8419430 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -8420037.000000 Penalty: 3593.314209
	Iteration 40F: 3 clusters Score -8420037 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -8420665.000000 Penalty: 3593.314209
	Iteration 41Q: 3 clusters Score -8420665 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -8421347.000000 Penalty: 3593.314209
	Iteration 42Q: 3 clusters Score -8421347 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -8421914.000000 Penalty: 3593.314209
	Iteration 43Q: 3 clusters Score -8421914 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -8422440.000000 Penalty: 3593.314209
	Iteration 44Q: 3 clusters Score -8422440 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -8422920.000000 Penalty: 3593.314209
	Iteration 45Q: 3 clusters Score -8422920 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -8423273.000000 Penalty: 3593.314209
	Iteration 46Q: 3 clusters Score -8423273 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -8423653.000000 Penalty: 3593.314209
	Iteration 47Q: 3 clusters Score -8423653 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8423927.000000 Penalty: 3593.314209
	Iteration 48Q: 3 clusters Score -8423927 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -8424185.000000 Penalty: 3593.314209
	Iteration 49Q: 3 clusters Score -8424185 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -8424310.000000 Penalty: 3593.314209
	Iteration 50Q: 3 clusters Score -8424310 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -8424397.000000 Penalty: 3593.314209
	Iteration 51Q: 3 clusters Score -8424397 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -8424495.000000 Penalty: 3593.314209
	Iteration 52Q: 3 clusters Score -8424495 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -8424512.000000 Penalty: 3593.314209
	Iteration 53Q: 3 clusters Score -8424512 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -8424566.000000 Penalty: 3593.314209
	Iteration 54Q: 3 clusters Score -8424566 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -8424565.000000 Penalty: 3593.314209
	Iteration 55Q: 3 clusters Score -8424565 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -8424571.000000 Penalty: 3593.314209
	Iteration 56Q: 3 clusters Score -8424571 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -8424571.000000 Penalty: 3593.314209
	Iteration 57Q: 3 clusters Score -8424571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -8424611.000000 Penalty: 3593.314209
	Iteration 58Q: 3 clusters Score -8424611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -8424591.000000 Penalty: 3593.314209
	Iteration 59Q: 3 clusters Score -8424591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -8424641.000000 Penalty: 3593.314209
	Iteration 60F: 3 clusters Score -8424641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -8424652.000000 Penalty: 3593.314209
	Iteration 61Q: 3 clusters Score -8424652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8424673.000000 Penalty: 3593.314209
	Iteration 62Q: 3 clusters Score -8424673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -8424675.000000 Penalty: 3593.314209
	Iteration 63Q: 3 clusters Score -8424675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -8424645.000000 Penalty: 3593.314209
	Iteration 64Q: 3 clusters Score -8424645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8424668.000000 Penalty: 3593.314209
	Iteration 65Q: 3 clusters Score -8424668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8424680.000000 Penalty: 3593.314209
	Iteration 66Q: 3 clusters Score -8424680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -8424677.000000 Penalty: 3593.314209
	Iteration 67Q: 3 clusters Score -8424677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -8424686.000000 Penalty: 3593.314209
	Iteration 68Q: 3 clusters Score -8424686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -8424689.000000 Penalty: 3593.314209
	Iteration 69Q: 3 clusters Score -8424689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8424697.000000 Penalty: 3593.314209
	Iteration 70Q: 3 clusters Score -8424697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8424706.000000 Penalty: 3593.314209
	Iteration 71Q: 3 clusters Score -8424706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -8424699.000000 Penalty: 3593.314209
	Iteration 72Q: 3 clusters Score -8424699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -8424704.000000 Penalty: 3593.314209
	Iteration 73Q: 3 clusters Score -8424704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -8424713.000000 Penalty: 3593.314209
	Iteration 74Q: 3 clusters Score -8424713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -8424700.000000 Penalty: 3593.314209
	Iteration 75Q: 3 clusters Score -8424700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -8424708.000000 Penalty: 3593.314209
	Iteration 76Q: 3 clusters Score -8424708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -8424711.000000 Penalty: 3593.314209
	Iteration 77Q: 3 clusters Score -8424711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -8424708.000000 Penalty: 3593.314209
	Iteration 78Q: 3 clusters Score -8424708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8424705.000000 Penalty: 3593.314209
	Iteration 79Q: 3 clusters Score -8424705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8424705.000000 Penalty: 3593.314209
	Iteration 80F: 3 clusters Score -8424705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -8424707.000000 Penalty: 3593.314209
	Iteration 81Q: 3 clusters Score -8424707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -8424706.000000 Penalty: 3593.314209
	Iteration 82Q: 3 clusters Score -8424706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -8424709.000000 Penalty: 3593.314209
	Iteration 83Q: 3 clusters Score -8424709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -8424711.000000 Penalty: 3593.314209
	Iteration 84Q: 3 clusters Score -8424711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -8424715.000000 Penalty: 3593.314209
	Iteration 85Q: 3 clusters Score -8424715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -8424717.000000 Penalty: 3593.314209
	Iteration 86Q: 3 clusters Score -8424717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -8424713.000000 Penalty: 3593.314209
	Iteration 87Q: 3 clusters Score -8424713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -8424713.000000 Penalty: 3593.314209
	Iteration 88F: 3 clusters Score -8424713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Entering Unmasked Estep 
Score: -3842438.500000 Penalty: 1669.168335
	Iteration 0F: 2 clusters Score -3842438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3822838.750000 Penalty: 3338.336670
	Iteration 0F: 3 clusters Score -3822839 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3830345.750000 Penalty: 3338.336670
	Iteration 1F: 3 clusters Score -3830346 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3830782.500000 Penalty: 3338.336670
	Iteration 2Q: 3 clusters Score -3830782 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3831298.500000 Penalty: 3338.336670
	Iteration 3Q: 3 clusters Score -3831298 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3831913.000000 Penalty: 3338.336670
	Iteration 4F: 3 clusters Score -3831913 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3832725.500000 Penalty: 3338.336670
	Iteration 5F: 3 clusters Score -3832726 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3833895.750000 Penalty: 3338.336670
	Iteration 6F: 3 clusters Score -3833896 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3835498.500000 Penalty: 3338.336670
	Iteration 7F: 3 clusters Score -3835498 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3837275.750000 Penalty: 3338.336670
	Iteration 8F: 3 clusters Score -3837276 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3838929.500000 Penalty: 3338.336670
	Iteration 9F: 3 clusters Score -3838930 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3839976.750000 Penalty: 3338.336670
	Iteration 10Q: 3 clusters Score -3839977 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3840523.000000 Penalty: 3338.336670
	Iteration 11Q: 3 clusters Score -3840523 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3840766.250000 Penalty: 3338.336670
	Iteration 12Q: 3 clusters Score -3840766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3840858.750000 Penalty: 3338.336670
	Iteration 13Q: 3 clusters Score -3840859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3840908.500000 Penalty: 3338.336670
	Iteration 14Q: 3 clusters Score -3840908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3840925.000000 Penalty: 3338.336670
	Iteration 15Q: 3 clusters Score -3840925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3840933.000000 Penalty: 3338.336670
	Iteration 16Q: 3 clusters Score -3840933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3840942.750000 Penalty: 3338.336670
	Iteration 17Q: 3 clusters Score -3840943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3840953.250000 Penalty: 3338.336670
	Iteration 18Q: 3 clusters Score -3840953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3840955.750000 Penalty: 3338.336670
	Iteration 19Q: 3 clusters Score -3840956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3840955.750000 Penalty: 3338.336670
	Iteration 20F: 3 clusters Score -3840956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -349707.968750 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -349708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -347164.375000 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -347164.4 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -347727.343750 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -347727.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -347833.937500 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -347833.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -347914.875000 Penalty: 2573.080811
	Iteration 3Q: 3 clusters Score -347914.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -347989.812500 Penalty: 2573.080811
	Iteration 4Q: 3 clusters Score -347989.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -348031.312500 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -348031.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -348067.531250 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -348067.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -348105.437500 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -348105.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -348143.500000 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -348143.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -348182.218750 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -348182.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -348226.562500 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -348226.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -348267.500000 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -348267.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -348308.031250 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -348308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -348350.781250 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -348350.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -348393.531250 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -348393.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -348434.406250 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -348434.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -348472.968750 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -348473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -348506.281250 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -348506.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -348553.312500 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -348553.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -348588.812500 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -348588.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -348622.031250 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -348622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -348651.937500 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -348651.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -348675.968750 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -348676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -348695.031250 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -348695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -348702.593750 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -348702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -348707.062500 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -348707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -348710.062500 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -348710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -348712.125000 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -348712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -348713.625000 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -348713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -348714.031250 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -348714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -348714.031250 Penalty: 2573.080811
	Iteration 30F: 3 clusters Score -348714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -591315.187500 Penalty: 1377.444214
	Iteration 0F: 2 clusters Score -591315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -587429.625000 Penalty: 2754.888428
	Iteration 0F: 3 clusters Score -587429.6 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -588484.625000 Penalty: 2754.888428
	Iteration 1F: 3 clusters Score -588484.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -588714.750000 Penalty: 2754.888428
	Iteration 2F: 3 clusters Score -588714.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -588878.687500 Penalty: 2754.888428
	Iteration 3F: 3 clusters Score -588878.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -588998.250000 Penalty: 2754.888428
	Iteration 4Q: 3 clusters Score -588998.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -589079.437500 Penalty: 2754.888428
	Iteration 5Q: 3 clusters Score -589079.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -589133.312500 Penalty: 2754.888428
	Iteration 6Q: 3 clusters Score -589133.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -589174.750000 Penalty: 2754.888428
	Iteration 7Q: 3 clusters Score -589174.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -589205.812500 Penalty: 2754.888428
	Iteration 8Q: 3 clusters Score -589205.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -589239.937500 Penalty: 2754.888428
	Iteration 9Q: 3 clusters Score -589239.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -589290.125000 Penalty: 2754.888428
	Iteration 10Q: 3 clusters Score -589290.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -589337.875000 Penalty: 2754.888428
	Iteration 11Q: 3 clusters Score -589337.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -589394.687500 Penalty: 2754.888428
	Iteration 12Q: 3 clusters Score -589394.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -589456.062500 Penalty: 2754.888428
	Iteration 13Q: 3 clusters Score -589456.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -589514.312500 Penalty: 2754.888428
	Iteration 14Q: 3 clusters Score -589514.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -589564.875000 Penalty: 2754.888428
	Iteration 15Q: 3 clusters Score -589564.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -589618.125000 Penalty: 2754.888428
	Iteration 16Q: 3 clusters Score -589618.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -589673.562500 Penalty: 2754.888428
	Iteration 17Q: 3 clusters Score -589673.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -589745.625000 Penalty: 2754.888428
	Iteration 18Q: 3 clusters Score -589745.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -589802.437500 Penalty: 2754.888428
	Iteration 19Q: 3 clusters Score -589802.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -589849.812500 Penalty: 2754.888428
	Iteration 20F: 3 clusters Score -589849.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -589896.062500 Penalty: 2754.888428
	Iteration 21Q: 3 clusters Score -589896.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -589930.875000 Penalty: 2754.888428
	Iteration 22Q: 3 clusters Score -589930.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -589958.500000 Penalty: 2754.888428
	Iteration 23Q: 3 clusters Score -589958.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -589977.937500 Penalty: 2754.888428
	Iteration 24Q: 3 clusters Score -589977.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -589989.000000 Penalty: 2754.888428
	Iteration 25Q: 3 clusters Score -589989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -590003.062500 Penalty: 2754.888428
	Iteration 26Q: 3 clusters Score -590003.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -590014.562500 Penalty: 2754.888428
	Iteration 27Q: 3 clusters Score -590014.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -590025.375000 Penalty: 2754.888428
	Iteration 28Q: 3 clusters Score -590025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -590033.500000 Penalty: 2754.888428
	Iteration 29Q: 3 clusters Score -590033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -590037.937500 Penalty: 2754.888428
	Iteration 30Q: 3 clusters Score -590037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -590044.125000 Penalty: 2754.888428
	Iteration 31Q: 3 clusters Score -590044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -590047.312500 Penalty: 2754.888428
	Iteration 32Q: 3 clusters Score -590047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -590051.312500 Penalty: 2754.888428
	Iteration 33Q: 3 clusters Score -590051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -590054.500000 Penalty: 2754.888428
	Iteration 34Q: 3 clusters Score -590054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -590056.312500 Penalty: 2754.888428
	Iteration 35Q: 3 clusters Score -590056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -590058.500000 Penalty: 2754.888428
	Iteration 36Q: 3 clusters Score -590058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -590059.625000 Penalty: 2754.888428
	Iteration 37Q: 3 clusters Score -590059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -590063.375000 Penalty: 2754.888428
	Iteration 38Q: 3 clusters Score -590063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -590064.125000 Penalty: 2754.888428
	Iteration 39Q: 3 clusters Score -590064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -590066.062500 Penalty: 2754.888428
	Iteration 40F: 3 clusters Score -590066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -590067.000000 Penalty: 2754.888428
	Iteration 41Q: 3 clusters Score -590067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -590069.125000 Penalty: 2754.888428
	Iteration 42Q: 3 clusters Score -590069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -590071.125000 Penalty: 2754.888428
	Iteration 43Q: 3 clusters Score -590071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -590073.500000 Penalty: 2754.888428
	Iteration 44Q: 3 clusters Score -590073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -590079.375000 Penalty: 2754.888428
	Iteration 45Q: 3 clusters Score -590079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -590083.437500 Penalty: 2754.888428
	Iteration 46Q: 3 clusters Score -590083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -590086.312500 Penalty: 2754.888428
	Iteration 47Q: 3 clusters Score -590086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -590087.062500 Penalty: 2754.888428
	Iteration 48Q: 3 clusters Score -590087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -590087.562500 Penalty: 2754.888428
	Iteration 49Q: 3 clusters Score -590087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -590089.312500 Penalty: 2754.888428
	Iteration 50Q: 3 clusters Score -590089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -590092.375000 Penalty: 2754.888428
	Iteration 51Q: 3 clusters Score -590092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -590094.000000 Penalty: 2754.888428
	Iteration 52Q: 3 clusters Score -590094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -590096.250000 Penalty: 2754.888428
	Iteration 53Q: 3 clusters Score -590096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -590098.625000 Penalty: 2754.888428
	Iteration 54Q: 3 clusters Score -590098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -590099.625000 Penalty: 2754.888428
	Iteration 55Q: 3 clusters Score -590099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -590101.562500 Penalty: 2754.888428
	Iteration 56Q: 3 clusters Score -590101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -590104.000000 Penalty: 2754.888428
	Iteration 57Q: 3 clusters Score -590104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -590110.437500 Penalty: 2754.888428
	Iteration 58Q: 3 clusters Score -590110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -590110.625000 Penalty: 2754.888428
	Iteration 59Q: 3 clusters Score -590110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -590111.937500 Penalty: 2754.888428
	Iteration 60F: 3 clusters Score -590111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -590112.875000 Penalty: 2754.888428
	Iteration 61Q: 3 clusters Score -590112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -590116.187500 Penalty: 2754.888428
	Iteration 62Q: 3 clusters Score -590116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -590117.625000 Penalty: 2754.888428
	Iteration 63Q: 3 clusters Score -590117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -590117.625000 Penalty: 2754.888428
	Iteration 64Q: 3 clusters Score -590117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -590121.250000 Penalty: 2754.888428
	Iteration 65Q: 3 clusters Score -590121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -590122.187500 Penalty: 2754.888428
	Iteration 66Q: 3 clusters Score -590122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -590125.000000 Penalty: 2754.888428
	Iteration 67Q: 3 clusters Score -590125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -590126.875000 Penalty: 2754.888428
	Iteration 68Q: 3 clusters Score -590126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -590128.000000 Penalty: 2754.888428
	Iteration 69Q: 3 clusters Score -590128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -590128.437500 Penalty: 2754.888428
	Iteration 70Q: 3 clusters Score -590128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -590130.250000 Penalty: 2754.888428
	Iteration 71Q: 3 clusters Score -590130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -590130.062500 Penalty: 2754.888428
	Iteration 72Q: 3 clusters Score -590130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -590130.937500 Penalty: 2754.888428
	Iteration 73Q: 3 clusters Score -590130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -590130.937500 Penalty: 2754.888428
	Iteration 74F: 3 clusters Score -590130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -202909.187500 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -202909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201070.187500 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -201070.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -201421.093750 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -201421.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -201526.937500 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -201526.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -201591.578125 Penalty: 2391.620117
	Iteration 3F: 3 clusters Score -201591.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -201643.390625 Penalty: 2391.620117
	Iteration 4Q: 3 clusters Score -201643.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -201682.484375 Penalty: 2391.620117
	Iteration 5Q: 3 clusters Score -201682.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -201714.640625 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -201714.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -201743.015625 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -201743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201775.578125 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -201775.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201798.250000 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -201798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -201810.140625 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -201810.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -201822.421875 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -201822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -201831.093750 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -201831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -201835.671875 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -201835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -201844.187500 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -201844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -201850.453125 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -201850.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -201858.250000 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -201858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201864.625000 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -201864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201869.343750 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -201869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201873.437500 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -201873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201877.015625 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -201877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -201879.171875 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -201879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -201881.906250 Penalty: 2391.620117
	Iteration 22Q: 3 clusters Score -201881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201884.593750 Penalty: 2391.620117
	Iteration 23Q: 3 clusters Score -201884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -201886.296875 Penalty: 2391.620117
	Iteration 24Q: 3 clusters Score -201886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -201887.359375 Penalty: 2391.620117
	Iteration 25Q: 3 clusters Score -201887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -201887.359375 Penalty: 2391.620117
	Iteration 26F: 3 clusters Score -201887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Entering Unmasked Estep 
Score: -1282813.625000 Penalty: 1509.817139
	Iteration 0F: 2 clusters Score -1282814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1275207.000000 Penalty: 3019.634277
	Iteration 0F: 3 clusters Score -1275207 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1277939.000000 Penalty: 3019.634277
	Iteration 1F: 3 clusters Score -1277939 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1278480.625000 Penalty: 3019.634277
	Iteration 2F: 3 clusters Score -1278481 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1279006.500000 Penalty: 3019.634277
	Iteration 3F: 3 clusters Score -1279006 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1279547.375000 Penalty: 3019.634277
	Iteration 4F: 3 clusters Score -1279547 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1280013.625000 Penalty: 3019.634277
	Iteration 5F: 3 clusters Score -1280014 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1280377.250000 Penalty: 3019.634277
	Iteration 6F: 3 clusters Score -1280377 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1280644.375000 Penalty: 3019.634277
	Iteration 7Q: 3 clusters Score -1280644 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1280837.875000 Penalty: 3019.634277
	Iteration 8Q: 3 clusters Score -1280838 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1280989.250000 Penalty: 3019.634277
	Iteration 9Q: 3 clusters Score -1280989 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1281143.625000 Penalty: 3019.634277
	Iteration 10Q: 3 clusters Score -1281144 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1281309.125000 Penalty: 3019.634277
	Iteration 11Q: 3 clusters Score -1281309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1281476.125000 Penalty: 3019.634277
	Iteration 12Q: 3 clusters Score -1281476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1281635.500000 Penalty: 3019.634277
	Iteration 13Q: 3 clusters Score -1281636 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1281743.250000 Penalty: 3019.634277
	Iteration 14Q: 3 clusters Score -1281743 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1281850.000000 Penalty: 3019.634277
	Iteration 15Q: 3 clusters Score -1281850 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1281946.000000 Penalty: 3019.634277
	Iteration 16Q: 3 clusters Score -1281946 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1282047.375000 Penalty: 3019.634277
	Iteration 17Q: 3 clusters Score -1282047 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1282129.375000 Penalty: 3019.634277
	Iteration 18Q: 3 clusters Score -1282129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1282195.625000 Penalty: 3019.634277
	Iteration 19Q: 3 clusters Score -1282196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1282254.500000 Penalty: 3019.634277
	Iteration 20F: 3 clusters Score -1282254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1282292.125000 Penalty: 3019.634277
	Iteration 21Q: 3 clusters Score -1282292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1282331.750000 Penalty: 3019.634277
	Iteration 22Q: 3 clusters Score -1282332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1282361.875000 Penalty: 3019.634277
	Iteration 23Q: 3 clusters Score -1282362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1282382.125000 Penalty: 3019.634277
	Iteration 24Q: 3 clusters Score -1282382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1282392.250000 Penalty: 3019.634277
	Iteration 25Q: 3 clusters Score -1282392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1282399.625000 Penalty: 3019.634277
	Iteration 26Q: 3 clusters Score -1282400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1282409.750000 Penalty: 3019.634277
	Iteration 27Q: 3 clusters Score -1282410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1282414.375000 Penalty: 3019.634277
	Iteration 28Q: 3 clusters Score -1282414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1282413.625000 Penalty: 3019.634277
	Iteration 29Q: 3 clusters Score -1282414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1282419.250000 Penalty: 3019.634277
	Iteration 30Q: 3 clusters Score -1282419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1282420.375000 Penalty: 3019.634277
	Iteration 31Q: 3 clusters Score -1282420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1282419.375000 Penalty: 3019.634277
	Iteration 32Q: 3 clusters Score -1282419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1282423.250000 Penalty: 3019.634277
	Iteration 33Q: 3 clusters Score -1282423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1282424.000000 Penalty: 3019.634277
	Iteration 34Q: 3 clusters Score -1282424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1282423.500000 Penalty: 3019.634277
	Iteration 35Q: 3 clusters Score -1282424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1282425.625000 Penalty: 3019.634277
	Iteration 36Q: 3 clusters Score -1282426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1282425.500000 Penalty: 3019.634277
	Iteration 37Q: 3 clusters Score -1282426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1282427.750000 Penalty: 3019.634277
	Iteration 38Q: 3 clusters Score -1282428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1282427.375000 Penalty: 3019.634277
	Iteration 39Q: 3 clusters Score -1282427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1282429.125000 Penalty: 3019.634277
	Iteration 40F: 3 clusters Score -1282429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1282428.750000 Penalty: 3019.634277
	Iteration 41Q: 3 clusters Score -1282429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1282429.750000 Penalty: 3019.634277
	Iteration 42Q: 3 clusters Score -1282430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1282429.875000 Penalty: 3019.634277
	Iteration 43Q: 3 clusters Score -1282430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1282430.875000 Penalty: 3019.634277
	Iteration 44Q: 3 clusters Score -1282431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1282435.875000 Penalty: 3019.634277
	Iteration 45Q: 3 clusters Score -1282436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1282431.875000 Penalty: 3019.634277
	Iteration 46Q: 3 clusters Score -1282432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1282435.000000 Penalty: 3019.634277
	Iteration 47Q: 3 clusters Score -1282435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1282440.250000 Penalty: 3019.634277
	Iteration 48Q: 3 clusters Score -1282440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1282439.750000 Penalty: 3019.634277
	Iteration 49Q: 3 clusters Score -1282440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1282443.500000 Penalty: 3019.634277
	Iteration 50Q: 3 clusters Score -1282444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1282443.875000 Penalty: 3019.634277
	Iteration 51Q: 3 clusters Score -1282444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1282445.125000 Penalty: 3019.634277
	Iteration 52Q: 3 clusters Score -1282445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1282445.000000 Penalty: 3019.634277
	Iteration 53Q: 3 clusters Score -1282445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1282448.250000 Penalty: 3019.634277
	Iteration 54Q: 3 clusters Score -1282448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1282448.250000 Penalty: 3019.634277
	Iteration 55F: 3 clusters Score -1282448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -881580.375000 Penalty: 1430.922119
	Iteration 0F: 2 clusters Score -881580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -876522.812500 Penalty: 2861.844238
	Iteration 0F: 3 clusters Score -876522.8 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -878049.875000 Penalty: 2861.844238
	Iteration 1F: 3 clusters Score -878049.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -878346.625000 Penalty: 2861.844238
	Iteration 2F: 3 clusters Score -878346.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878638.875000 Penalty: 2861.844238
	Iteration 3F: 3 clusters Score -878638.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -878925.250000 Penalty: 2861.844238
	Iteration 4F: 3 clusters Score -878925.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -879211.437500 Penalty: 2861.844238
	Iteration 5F: 3 clusters Score -879211.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -879463.187500 Penalty: 2861.844238
	Iteration 6F: 3 clusters Score -879463.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -879694.687500 Penalty: 2861.844238
	Iteration 7Q: 3 clusters Score -879694.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -879931.125000 Penalty: 2861.844238
	Iteration 8Q: 3 clusters Score -879931.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -880123.937500 Penalty: 2861.844238
	Iteration 9Q: 3 clusters Score -880123.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -880274.125000 Penalty: 2861.844238
	Iteration 10Q: 3 clusters Score -880274.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -880375.625000 Penalty: 2861.844238
	Iteration 11Q: 3 clusters Score -880375.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -880441.250000 Penalty: 2861.844238
	Iteration 12Q: 3 clusters Score -880441.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -880492.250000 Penalty: 2861.844238
	Iteration 13Q: 3 clusters Score -880492.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -880526.875000 Penalty: 2861.844238
	Iteration 14Q: 3 clusters Score -880526.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -880547.500000 Penalty: 2861.844238
	Iteration 15Q: 3 clusters Score -880547.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -880559.562500 Penalty: 2861.844238
	Iteration 16Q: 3 clusters Score -880559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -880564.187500 Penalty: 2861.844238
	Iteration 17Q: 3 clusters Score -880564.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -880572.500000 Penalty: 2861.844238
	Iteration 18Q: 3 clusters Score -880572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -880574.187500 Penalty: 2861.844238
	Iteration 19Q: 3 clusters Score -880574.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -880576.375000 Penalty: 2861.844238
	Iteration 20F: 3 clusters Score -880576.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -880579.562500 Penalty: 2861.844238
	Iteration 21Q: 3 clusters Score -880579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -880582.812500 Penalty: 2861.844238
	Iteration 22Q: 3 clusters Score -880582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -880583.250000 Penalty: 2861.844238
	Iteration 23Q: 3 clusters Score -880583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -880583.875000 Penalty: 2861.844238
	Iteration 24Q: 3 clusters Score -880583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -880584.687500 Penalty: 2861.844238
	Iteration 25Q: 3 clusters Score -880584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -880584.875000 Penalty: 2861.844238
	Iteration 26Q: 3 clusters Score -880584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -880583.625000 Penalty: 2861.844238
	Iteration 27Q: 3 clusters Score -880583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -880588.187500 Penalty: 2861.844238
	Iteration 28Q: 3 clusters Score -880588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -880587.500000 Penalty: 2861.844238
	Iteration 29Q: 3 clusters Score -880587.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -880589.125000 Penalty: 2861.844238
	Iteration 30Q: 3 clusters Score -880589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -880590.687500 Penalty: 2861.844238
	Iteration 31Q: 3 clusters Score -880590.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -880592.437500 Penalty: 2861.844238
	Iteration 32Q: 3 clusters Score -880592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -880592.375000 Penalty: 2861.844238
	Iteration 33Q: 3 clusters Score -880592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -880592.375000 Penalty: 2861.844238
	Iteration 34Q: 3 clusters Score -880592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -880593.375000 Penalty: 2861.844238
	Iteration 35Q: 3 clusters Score -880593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -880593.562500 Penalty: 2861.844238
	Iteration 36Q: 3 clusters Score -880593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -880593.875000 Penalty: 2861.844238
	Iteration 37Q: 3 clusters Score -880593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -880594.812500 Penalty: 2861.844238
	Iteration 38Q: 3 clusters Score -880594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -880594.937500 Penalty: 2861.844238
	Iteration 39Q: 3 clusters Score -880594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -880595.312500 Penalty: 2861.844238
	Iteration 40F: 3 clusters Score -880595.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -880597.812500 Penalty: 2861.844238
	Iteration 41Q: 3 clusters Score -880597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -880598.500000 Penalty: 2861.844238
	Iteration 42Q: 3 clusters Score -880598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -880599.375000 Penalty: 2861.844238
	Iteration 43Q: 3 clusters Score -880599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -880599.000000 Penalty: 2861.844238
	Iteration 44Q: 3 clusters Score -880599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -880599.250000 Penalty: 2861.844238
	Iteration 45Q: 3 clusters Score -880599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -880601.937500 Penalty: 2861.844238
	Iteration 46Q: 3 clusters Score -880601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -880604.687500 Penalty: 2861.844238
	Iteration 47Q: 3 clusters Score -880604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -880606.687500 Penalty: 2861.844238
	Iteration 48Q: 3 clusters Score -880606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -880606.250000 Penalty: 2861.844238
	Iteration 49Q: 3 clusters Score -880606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -880606.625000 Penalty: 2861.844238
	Iteration 50Q: 3 clusters Score -880606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -880606.000000 Penalty: 2861.844238
	Iteration 51Q: 3 clusters Score -880606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -880607.875000 Penalty: 2861.844238
	Iteration 52Q: 3 clusters Score -880607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -880608.437500 Penalty: 2861.844238
	Iteration 53Q: 3 clusters Score -880608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -880610.562500 Penalty: 2861.844238
	Iteration 54Q: 3 clusters Score -880610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -880613.562500 Penalty: 2861.844238
	Iteration 55Q: 3 clusters Score -880613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -880613.062500 Penalty: 2861.844238
	Iteration 56Q: 3 clusters Score -880613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -880613.625000 Penalty: 2861.844238
	Iteration 57Q: 3 clusters Score -880613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -880615.250000 Penalty: 2861.844238
	Iteration 58Q: 3 clusters Score -880615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -880616.000000 Penalty: 2861.844238
	Iteration 59Q: 3 clusters Score -880616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -880616.750000 Penalty: 2861.844238
	Iteration 60F: 3 clusters Score -880616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -880615.750000 Penalty: 2861.844238
	Iteration 61Q: 3 clusters Score -880615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -880615.750000 Penalty: 2861.844238
	Iteration 62F: 3 clusters Score -880615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -66749.617188 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -66749.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65581.945312 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -65581.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65842.695312 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -65842.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65923.515625 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -65923.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65959.265625 Penalty: 2094.342773
	Iteration 3Q: 3 clusters Score -65959.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65979.820312 Penalty: 2094.342773
	Iteration 4Q: 3 clusters Score -65979.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65996.703125 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -65996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66015.093750 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -66015.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66035.804688 Penalty: 2094.342773
	Iteration 7Q: 3 clusters Score -66035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66062.601562 Penalty: 2094.342773
	Iteration 8Q: 3 clusters Score -66062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66107.625000 Penalty: 2094.342773
	Iteration 9Q: 3 clusters Score -66107.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66132.804688 Penalty: 2094.342773
	Iteration 10Q: 3 clusters Score -66132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66144.460938 Penalty: 2094.342773
	Iteration 11Q: 3 clusters Score -66144.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66157.078125 Penalty: 2094.342773
	Iteration 12Q: 3 clusters Score -66157.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66165.953125 Penalty: 2094.342773
	Iteration 13Q: 3 clusters Score -66165.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66173.578125 Penalty: 2094.342773
	Iteration 14Q: 3 clusters Score -66173.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66179.500000 Penalty: 2094.342773
	Iteration 15Q: 3 clusters Score -66179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66182.312500 Penalty: 2094.342773
	Iteration 16Q: 3 clusters Score -66182.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66182.312500 Penalty: 2094.342773
	Iteration 17F: 3 clusters Score -66182.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -7570.517090 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -7570.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7245.819336 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -7245.819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7405.706543 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -7405.707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7473.951172 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -7473.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7473.951172 Penalty: 1503.116211
	Iteration 3F: 3 clusters Score -7473.951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -86301.140625 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -86301.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85067.968750 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -85067.97 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85250.796875 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -85250.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85296.656250 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -85296.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85326.007812 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -85326.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85339.195312 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -85339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85348.335938 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -85348.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85351.640625 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -85351.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85351.640625 Penalty: 2123.481201
	Iteration 7F: 3 clusters Score -85351.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -775394.812500 Penalty: 1410.802246
	Iteration 0F: 2 clusters Score -775394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -770804.875000 Penalty: 2821.604492
	Iteration 0F: 3 clusters Score -770804.9 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -772172.250000 Penalty: 2821.604492
	Iteration 1F: 3 clusters Score -772172.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -772395.437500 Penalty: 2821.604492
	Iteration 2F: 3 clusters Score -772395.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -772573.500000 Penalty: 2821.604492
	Iteration 3F: 3 clusters Score -772573.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -772742.875000 Penalty: 2821.604492
	Iteration 4Q: 3 clusters Score -772742.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -772915.750000 Penalty: 2821.604492
	Iteration 5Q: 3 clusters Score -772915.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -773105.625000 Penalty: 2821.604492
	Iteration 6Q: 3 clusters Score -773105.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -773299.687500 Penalty: 2821.604492
	Iteration 7Q: 3 clusters Score -773299.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -773476.687500 Penalty: 2821.604492
	Iteration 8Q: 3 clusters Score -773476.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -773634.187500 Penalty: 2821.604492
	Iteration 9Q: 3 clusters Score -773634.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -773841.625000 Penalty: 2821.604492
	Iteration 10Q: 3 clusters Score -773841.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -774045.437500 Penalty: 2821.604492
	Iteration 11Q: 3 clusters Score -774045.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -774216.375000 Penalty: 2821.604492
	Iteration 12Q: 3 clusters Score -774216.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -774331.562500 Penalty: 2821.604492
	Iteration 13Q: 3 clusters Score -774331.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -774388.937500 Penalty: 2821.604492
	Iteration 14Q: 3 clusters Score -774388.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -774417.875000 Penalty: 2821.604492
	Iteration 15Q: 3 clusters Score -774417.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -774430.875000 Penalty: 2821.604492
	Iteration 16Q: 3 clusters Score -774430.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -774439.187500 Penalty: 2821.604492
	Iteration 17Q: 3 clusters Score -774439.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -774443.625000 Penalty: 2821.604492
	Iteration 18Q: 3 clusters Score -774443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -774446.812500 Penalty: 2821.604492
	Iteration 19Q: 3 clusters Score -774446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -774448.062500 Penalty: 2821.604492
	Iteration 20F: 3 clusters Score -774448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -774449.125000 Penalty: 2821.604492
	Iteration 21Q: 3 clusters Score -774449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -774448.750000 Penalty: 2821.604492
	Iteration 22Q: 3 clusters Score -774448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -774449.562500 Penalty: 2821.604492
	Iteration 23Q: 3 clusters Score -774449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -774449.562500 Penalty: 2821.604492
	Iteration 24F: 3 clusters Score -774449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -460438.718750 Penalty: 1333.525391
	Iteration 0F: 2 clusters Score -460438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -457306.062500 Penalty: 2667.050781
	Iteration 0F: 3 clusters Score -457306.1 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -458135.968750 Penalty: 2667.050781
	Iteration 1F: 3 clusters Score -458136 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -458403.093750 Penalty: 2667.050781
	Iteration 2F: 3 clusters Score -458403.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -458620.937500 Penalty: 2667.050781
	Iteration 3F: 3 clusters Score -458620.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -458850.687500 Penalty: 2667.050781
	Iteration 4F: 3 clusters Score -458850.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -459080.375000 Penalty: 2667.050781
	Iteration 5F: 3 clusters Score -459080.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -459267.500000 Penalty: 2667.050781
	Iteration 6F: 3 clusters Score -459267.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -459419.031250 Penalty: 2667.050781
	Iteration 7Q: 3 clusters Score -459419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -459530.625000 Penalty: 2667.050781
	Iteration 8Q: 3 clusters Score -459530.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -459605.156250 Penalty: 2667.050781
	Iteration 9Q: 3 clusters Score -459605.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -459642.406250 Penalty: 2667.050781
	Iteration 10Q: 3 clusters Score -459642.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -459668.843750 Penalty: 2667.050781
	Iteration 11Q: 3 clusters Score -459668.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -459683.281250 Penalty: 2667.050781
	Iteration 12Q: 3 clusters Score -459683.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -459695.125000 Penalty: 2667.050781
	Iteration 13Q: 3 clusters Score -459695.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -459711.718750 Penalty: 2667.050781
	Iteration 14Q: 3 clusters Score -459711.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -459727.375000 Penalty: 2667.050781
	Iteration 15Q: 3 clusters Score -459727.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -459737.031250 Penalty: 2667.050781
	Iteration 16Q: 3 clusters Score -459737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -459744.156250 Penalty: 2667.050781
	Iteration 17Q: 3 clusters Score -459744.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -459749.000000 Penalty: 2667.050781
	Iteration 18Q: 3 clusters Score -459749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -459755.375000 Penalty: 2667.050781
	Iteration 19Q: 3 clusters Score -459755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -459759.375000 Penalty: 2667.050781
	Iteration 20F: 3 clusters Score -459759.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -459766.500000 Penalty: 2667.050781
	Iteration 21Q: 3 clusters Score -459766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -459774.250000 Penalty: 2667.050781
	Iteration 22Q: 3 clusters Score -459774.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -459783.562500 Penalty: 2667.050781
	Iteration 23Q: 3 clusters Score -459783.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -459789.593750 Penalty: 2667.050781
	Iteration 24Q: 3 clusters Score -459789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -459795.656250 Penalty: 2667.050781
	Iteration 25Q: 3 clusters Score -459795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -459801.000000 Penalty: 2667.050781
	Iteration 26Q: 3 clusters Score -459801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -459803.781250 Penalty: 2667.050781
	Iteration 27Q: 3 clusters Score -459803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -459805.718750 Penalty: 2667.050781
	Iteration 28Q: 3 clusters Score -459805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -459806.937500 Penalty: 2667.050781
	Iteration 29Q: 3 clusters Score -459806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -459807.156250 Penalty: 2667.050781
	Iteration 30Q: 3 clusters Score -459807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -459807.937500 Penalty: 2667.050781
	Iteration 31Q: 3 clusters Score -459807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -459807.937500 Penalty: 2667.050781
	Iteration 32F: 3 clusters Score -459807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (39557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Entering Unmasked Estep 
Score: -5280165.500000 Penalty: 1720.143433
	Iteration 0F: 2 clusters Score -5280166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5253578.000000 Penalty: 3440.286865
	Iteration 0F: 3 clusters Score -5253578 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5263909.500000 Penalty: 3440.286865
	Iteration 1F: 3 clusters Score -5263910 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5264265.500000 Penalty: 3440.286865
	Iteration 2Q: 3 clusters Score -5264266 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -5264704.000000 Penalty: 3440.286865
	Iteration 3Q: 3 clusters Score -5264704 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5265347.000000 Penalty: 3440.286865
	Iteration 4Q: 3 clusters Score -5265347 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -5266240.000000 Penalty: 3440.286865
	Iteration 5Q: 3 clusters Score -5266240 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5267707.000000 Penalty: 3440.286865
	Iteration 6F: 3 clusters Score -5267707 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -5269800.000000 Penalty: 3440.286865
	Iteration 7F: 3 clusters Score -5269800 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5272606.500000 Penalty: 3440.286865
	Iteration 8F: 3 clusters Score -5272606 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5275485.500000 Penalty: 3440.286865
	Iteration 9F: 3 clusters Score -5275486 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5277358.000000 Penalty: 3440.286865
	Iteration 10Q: 3 clusters Score -5277358 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5278112.000000 Penalty: 3440.286865
	Iteration 11Q: 3 clusters Score -5278112 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5278365.000000 Penalty: 3440.286865
	Iteration 12Q: 3 clusters Score -5278365 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5278495.000000 Penalty: 3440.286865
	Iteration 13Q: 3 clusters Score -5278495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5278546.500000 Penalty: 3440.286865
	Iteration 14Q: 3 clusters Score -5278546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5278583.500000 Penalty: 3440.286865
	Iteration 15Q: 3 clusters Score -5278584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5278600.500000 Penalty: 3440.286865
	Iteration 16Q: 3 clusters Score -5278600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5278607.000000 Penalty: 3440.286865
	Iteration 17Q: 3 clusters Score -5278607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5278608.000000 Penalty: 3440.286865
	Iteration 18Q: 3 clusters Score -5278608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5278613.500000 Penalty: 3440.286865
	Iteration 19Q: 3 clusters Score -5278614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5278619.500000 Penalty: 3440.286865
	Iteration 20F: 3 clusters Score -5278620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5278618.500000 Penalty: 3440.286865
	Iteration 21Q: 3 clusters Score -5278618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5278627.000000 Penalty: 3440.286865
	Iteration 22Q: 3 clusters Score -5278627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5278628.500000 Penalty: 3440.286865
	Iteration 23Q: 3 clusters Score -5278628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5278628.500000 Penalty: 3440.286865
	Iteration 24F: 3 clusters Score -5278628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -166684.109375 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -166684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -165034.734375 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -165034.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -165357.875000 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -165357.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165460.031250 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -165460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165525.921875 Penalty: 2336.724854
	Iteration 3F: 3 clusters Score -165525.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165571.515625 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -165571.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165610.656250 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -165610.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165634.734375 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -165634.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -165657.421875 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -165657.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165675.484375 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -165675.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165686.906250 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -165686.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165692.656250 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -165692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165695.312500 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -165695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165697.843750 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -165697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165703.234375 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -165703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165709.625000 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -165709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -165712.093750 Penalty: 2336.724854
	Iteration 15Q: 3 clusters Score -165712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165713.859375 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -165713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165713.859375 Penalty: 2336.724854
	Iteration 17F: 3 clusters Score -165713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (72426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Entering Unmasked Estep 
Score: -9621447.000000 Penalty: 1818.427124
	Iteration 0F: 2 clusters Score -9621447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -9574652.000000 Penalty: 3636.854248
	Iteration 0F: 3 clusters Score -9574652 nChanged 34451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -9595140.000000 Penalty: 3636.854248
	Iteration 1F: 3 clusters Score -9595140 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -9596066.000000 Penalty: 3636.854248
	Iteration 2Q: 3 clusters Score -9596066 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -9597052.000000 Penalty: 3636.854248
	Iteration 3Q: 3 clusters Score -9597052 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -9598398.000000 Penalty: 3636.854248
	Iteration 4Q: 3 clusters Score -9598398 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -9600514.000000 Penalty: 3636.854248
	Iteration 5Q: 3 clusters Score -9600514 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -9603540.000000 Penalty: 3636.854248
	Iteration 6F: 3 clusters Score -9603540 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9607370.000000 Penalty: 3636.854248
	Iteration 7F: 3 clusters Score -9607370 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -9610750.000000 Penalty: 3636.854248
	Iteration 8F: 3 clusters Score -9610750 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -9612899.000000 Penalty: 3636.854248
	Iteration 9Q: 3 clusters Score -9612899 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -9614457.000000 Penalty: 3636.854248
	Iteration 10Q: 3 clusters Score -9614457 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -9616193.000000 Penalty: 3636.854248
	Iteration 11Q: 3 clusters Score -9616193 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -9617717.000000 Penalty: 3636.854248
	Iteration 12Q: 3 clusters Score -9617717 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -9618884.000000 Penalty: 3636.854248
	Iteration 13Q: 3 clusters Score -9618884 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -9619568.000000 Penalty: 3636.854248
	Iteration 14Q: 3 clusters Score -9619568 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -9620034.000000 Penalty: 3636.854248
	Iteration 15Q: 3 clusters Score -9620034 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -9620240.000000 Penalty: 3636.854248
	Iteration 16Q: 3 clusters Score -9620240 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -9620413.000000 Penalty: 3636.854248
	Iteration 17Q: 3 clusters Score -9620413 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -9620422.000000 Penalty: 3636.854248
	Iteration 18Q: 3 clusters Score -9620422 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -9620429.000000 Penalty: 3636.854248
	Iteration 19Q: 3 clusters Score -9620429 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -9620462.000000 Penalty: 3636.854248
	Iteration 20F: 3 clusters Score -9620462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -9620471.000000 Penalty: 3636.854248
	Iteration 21Q: 3 clusters Score -9620471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -9620524.000000 Penalty: 3636.854248
	Iteration 22Q: 3 clusters Score -9620524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -9620504.000000 Penalty: 3636.854248
	Iteration 23Q: 3 clusters Score -9620504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -9620501.000000 Penalty: 3636.854248
	Iteration 24Q: 3 clusters Score -9620501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -9620474.000000 Penalty: 3636.854248
	Iteration 25Q: 3 clusters Score -9620474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -9620487.000000 Penalty: 3636.854248
	Iteration 26Q: 3 clusters Score -9620487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -9620460.000000 Penalty: 3636.854248
	Iteration 27Q: 3 clusters Score -9620460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -9620470.000000 Penalty: 3636.854248
	Iteration 28Q: 3 clusters Score -9620470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -9620470.000000 Penalty: 3636.854248
	Iteration 29Q: 3 clusters Score -9620470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9620479.000000 Penalty: 3636.854248
	Iteration 30Q: 3 clusters Score -9620479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -9620464.000000 Penalty: 3636.854248
	Iteration 31Q: 3 clusters Score -9620464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -9620478.000000 Penalty: 3636.854248
	Iteration 32Q: 3 clusters Score -9620478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -9620481.000000 Penalty: 3636.854248
	Iteration 33Q: 3 clusters Score -9620481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9620484.000000 Penalty: 3636.854248
	Iteration 34Q: 3 clusters Score -9620484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -9620492.000000 Penalty: 3636.854248
	Iteration 35Q: 3 clusters Score -9620492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -9620490.000000 Penalty: 3636.854248
	Iteration 36Q: 3 clusters Score -9620490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -9620491.000000 Penalty: 3636.854248
	Iteration 37Q: 3 clusters Score -9620491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -9620491.000000 Penalty: 3636.854248
	Iteration 38Q: 3 clusters Score -9620491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -9620494.000000 Penalty: 3636.854248
	Iteration 39Q: 3 clusters Score -9620494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -9620492.000000 Penalty: 3636.854248
	Iteration 40F: 3 clusters Score -9620492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -9620497.000000 Penalty: 3636.854248
	Iteration 41Q: 3 clusters Score -9620497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9620494.000000 Penalty: 3636.854248
	Iteration 42Q: 3 clusters Score -9620494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9620494.000000 Penalty: 3636.854248
	Iteration 43F: 3 clusters Score -9620494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23069 members 
Mstep: Class 4 contains 79192 members 
Mstep: Class 5 contains 18937 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54882 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74755 members 
Mstep: Class 10 contains 60598 members 
Mstep: Class 11 contains 41548 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 22097 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 75234 members 
Mstep: Class 18 contains 14666 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7127 members 
Mstep: Class 21 contains 51637 members 
Mstep: Class 22 contains 15493 members 
Mstep: Class 23 contains 54374 members 
Mstep: Class 24 contains 18003 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 28 contains 45863 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63345 members 
Mstep: Class 32 contains 28906 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4801 members 
Mstep: Class 35 contains 1570 members 
Mstep: Class 36 contains 10842 members 
Mstep: Class 37 contains 6672 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5895 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39557 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796496.000000 Penalty: 101030.085938
Iteration 479Q: 46 clusters Score -1.277965e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23067 members 
Mstep: Class 4 contains 79205 members 
Mstep: Class 5 contains 18639 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54914 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 75204 members 
Mstep: Class 10 contains 60668 members 
Mstep: Class 11 contains 41640 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 22104 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4166 members 
Mstep: Class 17 contains 75235 members 
Mstep: Class 18 contains 14797 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7128 members 
Mstep: Class 21 contains 51907 members 
Mstep: Class 22 contains 15468 members 
Mstep: Class 23 contains 54337 members 
Mstep: Class 24 contains 18000 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 35205 members 
Mstep: Class 28 contains 45873 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63330 members 
Mstep: Class 32 contains 28726 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4806 members 
Mstep: Class 35 contains 1570 members 
Mstep: Class 36 contains 10850 members 
Mstep: Class 37 contains 6674 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5887 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39619 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796920.000000 Penalty: 101030.085938
Iteration 480F: 46 clusters Score -1.277969e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23059 members 
Mstep: Class 4 contains 79249 members 
Mstep: Class 5 contains 18335 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 74487 members 
Mstep: Class 10 contains 60332 members 
Mstep: Class 11 contains 41765 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4155 members 
Mstep: Class 17 contains 75233 members 
Mstep: Class 18 contains 14670 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 52152 members 
Mstep: Class 22 contains 15438 members 
Mstep: Class 23 contains 54293 members 
Mstep: Class 24 contains 17993 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 45869 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63298 members 
Mstep: Class 32 contains 28516 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1571 members 
Mstep: Class 36 contains 10842 members 
Mstep: Class 37 contains 6677 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5889 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39686 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796960.000000 Penalty: 101030.085938
Iteration 481Q: 46 clusters Score -1.27797e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 23062 members 
Mstep: Class 4 contains 79307 members 
Mstep: Class 5 contains 18081 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54972 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 73887 members 
Mstep: Class 10 contains 60106 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 75249 members 
Mstep: Class 18 contains 14585 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 7113 members 
Mstep: Class 21 contains 52388 members 
Mstep: Class 22 contains 15427 members 
Mstep: Class 23 contains 54254 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 37508 members 
Mstep: Class 28 contains 45871 members 
Mstep: Class 29 contains 2637 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63247 members 
Mstep: Class 32 contains 28301 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 1572 members 
Mstep: Class 36 contains 10843 members 
Mstep: Class 37 contains 6678 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5882 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39762 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797280.000000 Penalty: 101030.085938
Iteration 482Q: 46 clusters Score -1.277973e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23067 members 
Mstep: Class 4 contains 79378 members 
Mstep: Class 5 contains 17859 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54982 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 73312 members 
Mstep: Class 10 contains 59948 members 
Mstep: Class 11 contains 41979 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 22127 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 75274 members 
Mstep: Class 18 contains 14526 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 7089 members 
Mstep: Class 21 contains 52552 members 
Mstep: Class 22 contains 15414 members 
Mstep: Class 23 contains 54224 members 
Mstep: Class 24 contains 17989 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 38379 members 
Mstep: Class 28 contains 45879 members 
Mstep: Class 29 contains 2640 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63182 members 
Mstep: Class 32 contains 28077 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 1574 members 
Mstep: Class 36 contains 10844 members 
Mstep: Class 37 contains 6680 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5873 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39836 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797152.000000 Penalty: 101030.085938
Iteration 483Q: 46 clusters Score -1.277972e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23072 members 
Mstep: Class 4 contains 79471 members 
Mstep: Class 5 contains 17634 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 54991 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 72782 members 
Mstep: Class 10 contains 59826 members 
Mstep: Class 11 contains 42024 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 22142 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 75285 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 52671 members 
Mstep: Class 22 contains 15394 members 
Mstep: Class 23 contains 54196 members 
Mstep: Class 24 contains 17987 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 39206 members 
Mstep: Class 28 contains 45886 members 
Mstep: Class 29 contains 2637 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63131 members 
Mstep: Class 32 contains 27897 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4806 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10851 members 
Mstep: Class 37 contains 6681 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5864 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39899 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797512.000000 Penalty: 101030.085938
Iteration 484Q: 46 clusters Score -1.277975e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23074 members 
Mstep: Class 4 contains 79572 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55011 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 72283 members 
Mstep: Class 10 contains 59716 members 
Mstep: Class 11 contains 42054 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 22159 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 75293 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 7027 members 
Mstep: Class 21 contains 52755 members 
Mstep: Class 22 contains 15379 members 
Mstep: Class 23 contains 54167 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 39994 members 
Mstep: Class 28 contains 45899 members 
Mstep: Class 29 contains 2635 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 63050 members 
Mstep: Class 32 contains 27725 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10852 members 
Mstep: Class 37 contains 6681 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5856 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 39965 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798056.000000 Penalty: 101030.085938
Iteration 485Q: 46 clusters Score -1.277981e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 23077 members 
Mstep: Class 4 contains 79637 members 
Mstep: Class 5 contains 17259 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55032 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 71864 members 
Mstep: Class 10 contains 59619 members 
Mstep: Class 11 contains 42090 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 22168 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4127 members 
Mstep: Class 17 contains 75291 members 
Mstep: Class 18 contains 14429 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 52758 members 
Mstep: Class 22 contains 15381 members 
Mstep: Class 23 contains 54138 members 
Mstep: Class 24 contains 17973 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 40716 members 
Mstep: Class 28 contains 45901 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62979 members 
Mstep: Class 32 contains 27571 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10849 members 
Mstep: Class 37 contains 6684 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 40056 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798040.000000 Penalty: 101030.085938
Iteration 486Q: 46 clusters Score -1.27798e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23078 members 
Mstep: Class 4 contains 79729 members 
Mstep: Class 5 contains 17095 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55036 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 71472 members 
Mstep: Class 10 contains 59518 members 
Mstep: Class 11 contains 42112 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 22177 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4123 members 
Mstep: Class 17 contains 75306 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 6962 members 
Mstep: Class 21 contains 52715 members 
Mstep: Class 22 contains 15383 members 
Mstep: Class 23 contains 54121 members 
Mstep: Class 24 contains 17967 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 41443 members 
Mstep: Class 28 contains 45912 members 
Mstep: Class 29 contains 2635 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62866 members 
Mstep: Class 32 contains 27416 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10848 members 
Mstep: Class 37 contains 6686 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5849 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 40165 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798208.000000 Penalty: 101030.085938
Iteration 487Q: 46 clusters Score -1.277982e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23079 members 
Mstep: Class 4 contains 79817 members 
Mstep: Class 5 contains 16948 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55038 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 71146 members 
Mstep: Class 10 contains 59440 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 22193 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4121 members 
Mstep: Class 17 contains 75320 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6921 members 
Mstep: Class 21 contains 52612 members 
Mstep: Class 22 contains 15375 members 
Mstep: Class 23 contains 54103 members 
Mstep: Class 24 contains 17946 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 42158 members 
Mstep: Class 28 contains 45927 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62734 members 
Mstep: Class 32 contains 27264 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4806 members 
Mstep: Class 35 contains 1574 members 
Mstep: Class 36 contains 10843 members 
Mstep: Class 37 contains 6689 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5849 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 40293 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797936.000000 Penalty: 101030.085938
Iteration 488Q: 46 clusters Score -1.277979e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23084 members 
Mstep: Class 4 contains 79871 members 
Mstep: Class 5 contains 16833 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55053 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 70814 members 
Mstep: Class 10 contains 59400 members 
Mstep: Class 11 contains 42254 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 22207 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4125 members 
Mstep: Class 17 contains 75325 members 
Mstep: Class 18 contains 14362 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6882 members 
Mstep: Class 21 contains 52457 members 
Mstep: Class 22 contains 15359 members 
Mstep: Class 23 contains 54073 members 
Mstep: Class 24 contains 17936 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 42860 members 
Mstep: Class 28 contains 45935 members 
Mstep: Class 29 contains 2619 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62640 members 
Mstep: Class 32 contains 27080 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 10841 members 
Mstep: Class 37 contains 6691 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5848 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40397 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797960.000000 Penalty: 101030.085938
Iteration 489Q: 46 clusters Score -1.27798e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23086 members 
Mstep: Class 4 contains 79933 members 
Mstep: Class 5 contains 16721 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55081 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 70483 members 
Mstep: Class 10 contains 59369 members 
Mstep: Class 11 contains 42337 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 22225 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4130 members 
Mstep: Class 17 contains 75328 members 
Mstep: Class 18 contains 14347 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 52292 members 
Mstep: Class 22 contains 15315 members 
Mstep: Class 23 contains 54048 members 
Mstep: Class 24 contains 17918 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 43572 members 
Mstep: Class 28 contains 45951 members 
Mstep: Class 29 contains 2611 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62551 members 
Mstep: Class 32 contains 26913 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 1577 members 
Mstep: Class 36 contains 10838 members 
Mstep: Class 37 contains 6693 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5842 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40495 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797896.000000 Penalty: 101030.085938
Iteration 490Q: 46 clusters Score -1.277979e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23087 members 
Mstep: Class 4 contains 80016 members 
Mstep: Class 5 contains 16625 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 70183 members 
Mstep: Class 10 contains 59325 members 
Mstep: Class 11 contains 42389 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6680 members 
Mstep: Class 14 contains 22240 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4121 members 
Mstep: Class 17 contains 75336 members 
Mstep: Class 18 contains 14328 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6813 members 
Mstep: Class 21 contains 52052 members 
Mstep: Class 22 contains 15259 members 
Mstep: Class 23 contains 54026 members 
Mstep: Class 24 contains 17913 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 44337 members 
Mstep: Class 28 contains 45963 members 
Mstep: Class 29 contains 2606 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62469 members 
Mstep: Class 32 contains 26755 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4808 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 6694 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5834 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40580 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798072.000000 Penalty: 101030.085938
Iteration 491Q: 46 clusters Score -1.277981e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 23087 members 
Mstep: Class 4 contains 80125 members 
Mstep: Class 5 contains 16532 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55116 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 69904 members 
Mstep: Class 10 contains 59312 members 
Mstep: Class 11 contains 42420 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 22254 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 17 contains 75337 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6793 members 
Mstep: Class 21 contains 51789 members 
Mstep: Class 22 contains 15194 members 
Mstep: Class 23 contains 53998 members 
Mstep: Class 24 contains 17907 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 45069 members 
Mstep: Class 28 contains 45985 members 
Mstep: Class 29 contains 2605 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62410 members 
Mstep: Class 32 contains 26604 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4808 members 
Mstep: Class 35 contains 1579 members 
Mstep: Class 36 contains 10828 members 
Mstep: Class 37 contains 6695 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5825 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40648 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798320.000000 Penalty: 101030.085938
Iteration 492Q: 46 clusters Score -1.277983e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23091 members 
Mstep: Class 4 contains 80192 members 
Mstep: Class 5 contains 16465 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55111 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 69580 members 
Mstep: Class 10 contains 59281 members 
Mstep: Class 11 contains 42493 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 22252 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 75347 members 
Mstep: Class 18 contains 14278 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 51540 members 
Mstep: Class 22 contains 15133 members 
Mstep: Class 23 contains 53982 members 
Mstep: Class 24 contains 17903 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 45820 members 
Mstep: Class 28 contains 46001 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62360 members 
Mstep: Class 32 contains 26432 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4811 members 
Mstep: Class 35 contains 1580 members 
Mstep: Class 36 contains 10831 members 
Mstep: Class 37 contains 6695 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5819 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40700 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798376.000000 Penalty: 101030.085938
Iteration 493Q: 46 clusters Score -1.277984e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 23091 members 
Mstep: Class 4 contains 80249 members 
Mstep: Class 5 contains 16403 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55111 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 69239 members 
Mstep: Class 10 contains 59247 members 
Mstep: Class 11 contains 42611 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6687 members 
Mstep: Class 14 contains 22263 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 75337 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6744 members 
Mstep: Class 21 contains 51298 members 
Mstep: Class 22 contains 15079 members 
Mstep: Class 23 contains 53974 members 
Mstep: Class 24 contains 17890 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 46566 members 
Mstep: Class 28 contains 46011 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62335 members 
Mstep: Class 32 contains 26241 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4813 members 
Mstep: Class 35 contains 1580 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6696 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5817 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40734 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798144.000000 Penalty: 101030.085938
Iteration 494Q: 46 clusters Score -1.277981e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 80298 members 
Mstep: Class 5 contains 16347 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 68938 members 
Mstep: Class 10 contains 59211 members 
Mstep: Class 11 contains 42739 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 22272 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 75322 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6725 members 
Mstep: Class 21 contains 51017 members 
Mstep: Class 22 contains 15024 members 
Mstep: Class 23 contains 53960 members 
Mstep: Class 24 contains 17880 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 47295 members 
Mstep: Class 28 contains 46022 members 
Mstep: Class 29 contains 2610 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62306 members 
Mstep: Class 32 contains 26069 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4813 members 
Mstep: Class 35 contains 1580 members 
Mstep: Class 36 contains 10841 members 
Mstep: Class 37 contains 6697 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5810 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40775 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 72993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798120.000000 Penalty: 101030.085938
Iteration 495Q: 46 clusters Score -1.277981e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23099 members 
Mstep: Class 4 contains 80326 members 
Mstep: Class 5 contains 16303 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55102 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 68618 members 
Mstep: Class 10 contains 59190 members 
Mstep: Class 11 contains 42879 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 22276 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 17 contains 75318 members 
Mstep: Class 18 contains 14230 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 6708 members 
Mstep: Class 21 contains 50710 members 
Mstep: Class 22 contains 14977 members 
Mstep: Class 23 contains 53944 members 
Mstep: Class 24 contains 17860 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 48044 members 
Mstep: Class 28 contains 46033 members 
Mstep: Class 29 contains 2611 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62280 members 
Mstep: Class 32 contains 25892 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4812 members 
Mstep: Class 35 contains 1578 members 
Mstep: Class 36 contains 10844 members 
Mstep: Class 37 contains 6697 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5809 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40824 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798240.000000 Penalty: 101030.085938
Iteration 496Q: 46 clusters Score -1.277982e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23105 members 
Mstep: Class 4 contains 80335 members 
Mstep: Class 5 contains 16280 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55098 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 68269 members 
Mstep: Class 10 contains 59160 members 
Mstep: Class 11 contains 43038 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 22281 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 75295 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 50471 members 
Mstep: Class 22 contains 14933 members 
Mstep: Class 23 contains 53928 members 
Mstep: Class 24 contains 17850 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 48758 members 
Mstep: Class 28 contains 46041 members 
Mstep: Class 29 contains 2612 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62256 members 
Mstep: Class 32 contains 25719 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4809 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 10844 members 
Mstep: Class 37 contains 6696 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5808 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40853 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798464.000000 Penalty: 101030.085938
Iteration 497Q: 46 clusters Score -1.277985e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23115 members 
Mstep: Class 4 contains 80315 members 
Mstep: Class 5 contains 16257 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55087 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 67915 members 
Mstep: Class 10 contains 59124 members 
Mstep: Class 11 contains 43213 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 22282 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 75289 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 50253 members 
Mstep: Class 22 contains 14892 members 
Mstep: Class 23 contains 53913 members 
Mstep: Class 24 contains 17841 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 49435 members 
Mstep: Class 28 contains 46048 members 
Mstep: Class 29 contains 2610 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62236 members 
Mstep: Class 32 contains 25547 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4809 members 
Mstep: Class 35 contains 1585 members 
Mstep: Class 36 contains 10847 members 
Mstep: Class 37 contains 6697 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5806 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40910 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798464.000000 Penalty: 101030.085938
Iteration 498Q: 46 clusters Score -1.277985e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 23119 members 
Mstep: Class 4 contains 80305 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55076 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 67589 members 
Mstep: Class 10 contains 59126 members 
Mstep: Class 11 contains 43374 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 22286 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 75282 members 
Mstep: Class 18 contains 14189 members 
Mstep: Class 19 contains 2452 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 49986 members 
Mstep: Class 22 contains 14850 members 
Mstep: Class 23 contains 53896 members 
Mstep: Class 24 contains 17833 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 50089 members 
Mstep: Class 28 contains 46050 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62226 members 
Mstep: Class 32 contains 25388 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4810 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 10847 members 
Mstep: Class 37 contains 6698 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5806 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40925 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798632.000000 Penalty: 101030.085938
Iteration 499Q: 46 clusters Score -1.277986e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 23122 members 
Mstep: Class 4 contains 80287 members 
Mstep: Class 5 contains 16259 members 
Mstep: Class 6 contains 514 members 
Mstep: Class 7 contains 55063 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 67285 members 
Mstep: Class 10 contains 59116 members 
Mstep: Class 11 contains 43519 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 22287 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 75269 members 
Mstep: Class 18 contains 14185 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 49704 members 
Mstep: Class 22 contains 14821 members 
Mstep: Class 23 contains 53880 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 50724 members 
Mstep: Class 28 contains 46065 members 
Mstep: Class 29 contains 2610 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 62200 members 
Mstep: Class 32 contains 25253 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 4811 members 
Mstep: Class 35 contains 1592 members 
Mstep: Class 36 contains 10849 members 
Mstep: Class 37 contains 6700 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 5805 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 40970 members 
Mstep: Class 44 contains 1326 members 
Mstep: Class 45 contains 73160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798976.000000 Penalty: 101030.085938
Iteration 500F: 46 clusters Score -1.27799e+08 nChanged 1299
Maximum iterations exceeded
20->46 Clusters: Score -127798976.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1000570 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 49733 members 
Mstep: Class 3 contains 50084 members 
Mstep: Class 4 contains 50086 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 50062 members 
Mstep: Class 7 contains 50165 members 
Mstep: Class 8 contains 49650 members 
Mstep: Class 9 contains 50146 members 
Mstep: Class 10 contains 50198 members 
Mstep: Class 11 contains 50016 members 
Mstep: Class 12 contains 49979 members 
Mstep: Class 13 contains 50181 members 
Mstep: Class 14 contains 50063 members 
Mstep: Class 15 contains 50321 members 
Mstep: Class 16 contains 49754 members 
Mstep: Class 17 contains 49810 members 
Mstep: Class 18 contains 50261 members 
Mstep: Class 19 contains 49815 members 
Mstep: Class 20 contains 50118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123454792.000000 Penalty: 44902.261719
Iteration 0F: 21 clusters Score -1.234548e+08 nChanged 949913
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 11801 members 
Mstep: Class 3 contains 34395 members 
Mstep: Class 4 contains 439777 members 
Mstep: Class 5 contains 19522 members 
Mstep: Class 6 contains 33250 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 40031 members 
Mstep: Class 10 contains 46709 members 
Mstep: Class 11 contains 21725 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 22943 members 
Mstep: Class 14 contains 8453 members 
Mstep: Class 15 contains 26617 members 
Mstep: Class 16 contains 10581 members 
Mstep: Class 17 contains 92203 members 
Mstep: Class 18 contains 31813 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 75082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125813088.000000 Penalty: 44902.261719
Iteration 1F: 21 clusters Score -1.258131e+08 nChanged 359491
Entering Unmasked Mstep 
Mstep: Class 0 contains 626 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 7517 members 
Mstep: Class 3 contains 25525 members 
Mstep: Class 4 contains 367078 members 
Mstep: Class 5 contains 13198 members 
Mstep: Class 6 contains 28269 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 42867 members 
Mstep: Class 10 contains 49197 members 
Mstep: Class 11 contains 18414 members 
Mstep: Class 12 contains 40254 members 
Mstep: Class 13 contains 19517 members 
Mstep: Class 14 contains 11361 members 
Mstep: Class 15 contains 23036 members 
Mstep: Class 16 contains 6234 members 
Mstep: Class 17 contains 158887 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 112161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126427264.000000 Penalty: 44902.261719
Iteration 2F: 21 clusters Score -1.264273e+08 nChanged 297327
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 8363 members 
Mstep: Class 3 contains 18863 members 
Mstep: Class 4 contains 263489 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 45828 members 
Mstep: Class 10 contains 61390 members 
Mstep: Class 11 contains 18515 members 
Mstep: Class 12 contains 32953 members 
Mstep: Class 13 contains 16075 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 20288 members 
Mstep: Class 16 contains 4807 members 
Mstep: Class 17 contains 215705 members 
Mstep: Class 18 contains 35739 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 167582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126603752.000000 Penalty: 44902.261719
Iteration 3F: 21 clusters Score -1.266038e+08 nChanged 237196
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 17833 members 
Mstep: Class 4 contains 240099 members 
Mstep: Class 5 contains 6337 members 
Mstep: Class 6 contains 23150 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 3249 members 
Mstep: Class 9 contains 55836 members 
Mstep: Class 10 contains 101148 members 
Mstep: Class 11 contains 20004 members 
Mstep: Class 12 contains 29820 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 12396 members 
Mstep: Class 15 contains 20576 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 161368 members 
Mstep: Class 18 contains 38424 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 196529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126763720.000000 Penalty: 44902.261719
Iteration 4F: 21 clusters Score -1.267637e+08 nChanged 224618
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 14978 members 
Mstep: Class 3 contains 17285 members 
Mstep: Class 4 contains 173369 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 22602 members 
Mstep: Class 7 contains 7046 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 68492 members 
Mstep: Class 10 contains 192714 members 
Mstep: Class 11 contains 21369 members 
Mstep: Class 12 contains 26898 members 
Mstep: Class 13 contains 14269 members 
Mstep: Class 14 contains 10937 members 
Mstep: Class 15 contains 20540 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 170513 members 
Mstep: Class 18 contains 38841 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 153686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898408.000000 Penalty: 44902.261719
Iteration 5F: 21 clusters Score -1.268984e+08 nChanged 188830
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 19186 members 
Mstep: Class 3 contains 17758 members 
Mstep: Class 4 contains 155389 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 24303 members 
Mstep: Class 7 contains 7815 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 78627 members 
Mstep: Class 10 contains 238692 members 
Mstep: Class 11 contains 22118 members 
Mstep: Class 12 contains 25415 members 
Mstep: Class 13 contains 13591 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 22350 members 
Mstep: Class 16 contains 5359 members 
Mstep: Class 17 contains 141971 members 
Mstep: Class 18 contains 37818 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 140809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127006424.000000 Penalty: 44902.261719
Iteration 6F: 21 clusters Score -1.270064e+08 nChanged 137630
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 22576 members 
Mstep: Class 3 contains 17046 members 
Mstep: Class 4 contains 161814 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 31219 members 
Mstep: Class 7 contains 8592 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 84596 members 
Mstep: Class 10 contains 212940 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 23285 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 26628 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 147194 members 
Mstep: Class 18 contains 35972 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 140192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127094056.000000 Penalty: 44902.261719
Iteration 7F: 21 clusters Score -1.270941e+08 nChanged 97857
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 25105 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 153569 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 6 contains 40942 members 
Mstep: Class 7 contains 9222 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 89208 members 
Mstep: Class 10 contains 206099 members 
Mstep: Class 11 contains 22278 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 8978 members 
Mstep: Class 15 contains 33413 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 143859 members 
Mstep: Class 18 contains 33725 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 141098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127180960.000000 Penalty: 44902.261719
Iteration 8F: 21 clusters Score -1.27181e+08 nChanged 84356
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 26894 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 153483 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 52478 members 
Mstep: Class 7 contains 9772 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 92765 members 
Mstep: Class 10 contains 192805 members 
Mstep: Class 11 contains 22354 members 
Mstep: Class 12 contains 19673 members 
Mstep: Class 13 contains 14132 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 41440 members 
Mstep: Class 16 contains 5978 members 
Mstep: Class 17 contains 139120 members 
Mstep: Class 18 contains 31124 members 
Mstep: Class 19 contains 829 members 
Mstep: Class 20 contains 140835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127246408.000000 Penalty: 44902.261719
Iteration 9F: 21 clusters Score -1.272464e+08 nChanged 74965
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 27845 members 
Mstep: Class 3 contains 12425 members 
Mstep: Class 4 contains 147277 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 6 contains 65238 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 95744 members 
Mstep: Class 10 contains 184219 members 
Mstep: Class 11 contains 22102 members 
Mstep: Class 12 contains 17376 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 50903 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 135520 members 
Mstep: Class 18 contains 28591 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 140092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127314400.000000 Penalty: 44902.261719
Iteration 10F: 21 clusters Score -1.273144e+08 nChanged 67600
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 28431 members 
Mstep: Class 3 contains 11365 members 
Mstep: Class 4 contains 143520 members 
Mstep: Class 5 contains 5219 members 
Mstep: Class 6 contains 77314 members 
Mstep: Class 7 contains 10918 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 97783 members 
Mstep: Class 10 contains 175297 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 8657 members 
Mstep: Class 15 contains 61342 members 
Mstep: Class 16 contains 5969 members 
Mstep: Class 17 contains 131513 members 
Mstep: Class 18 contains 26239 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 138548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11F: 21 clusters Score -1.273664e+08 nChanged 60999
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 28807 members 
Mstep: Class 3 contains 10638 members 
Mstep: Class 4 contains 139182 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 87940 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 1031 members 
Mstep: Class 9 contains 98944 members 
Mstep: Class 10 contains 168076 members 
Mstep: Class 11 contains 21485 members 
Mstep: Class 12 contains 11931 members 
Mstep: Class 13 contains 14823 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 72583 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 127250 members 
Mstep: Class 18 contains 24129 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 137317 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12F: 21 clusters Score -1.274078e+08 nChanged 53060
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 29236 members 
Mstep: Class 3 contains 10302 members 
Mstep: Class 4 contains 136496 members 
Mstep: Class 5 contains 5299 members 
Mstep: Class 6 contains 96291 members 
Mstep: Class 7 contains 12198 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 9 contains 99187 members 
Mstep: Class 10 contains 160993 members 
Mstep: Class 11 contains 21157 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 8144 members 
Mstep: Class 15 contains 83140 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 123583 members 
Mstep: Class 18 contains 22162 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 136467 members 
Entering Unmasked Estep 
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Iteration 13F: 21 clusters Score -1.274389e+08 nChanged 45571
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 29604 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 4 contains 134009 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 102978 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 98820 members 
Mstep: Class 10 contains 154739 members 
Mstep: Class 11 contains 20822 members 
Mstep: Class 12 contains 8056 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 7891 members 
Mstep: Class 15 contains 92349 members 
Mstep: Class 16 contains 5989 members 
Mstep: Class 17 contains 121050 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 697 members 
Mstep: Class 20 contains 136113 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.27463e+08 nChanged 38650
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 30030 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 132437 members 
Mstep: Class 5 contains 5218 members 
Mstep: Class 6 contains 108372 members 
Mstep: Class 7 contains 13515 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 98230 members 
Mstep: Class 10 contains 149871 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 6928 members 
Mstep: Class 13 contains 15119 members 
Mstep: Class 14 contains 7664 members 
Mstep: Class 15 contains 99494 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 118518 members 
Mstep: Class 18 contains 18515 members 
Mstep: Class 19 contains 689 members 
Mstep: Class 20 contains 136121 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.27481e+08 nChanged 32454
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 30600 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 4 contains 131599 members 
Mstep: Class 5 contains 5195 members 
Mstep: Class 6 contains 112248 members 
Mstep: Class 7 contains 14048 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 97716 members 
Mstep: Class 10 contains 147172 members 
Mstep: Class 11 contains 20304 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 7450 members 
Mstep: Class 15 contains 104485 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 115762 members 
Mstep: Class 18 contains 16758 members 
Mstep: Class 19 contains 684 members 
Mstep: Class 20 contains 136393 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.274904e+08 nChanged 27945
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 31322 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 131766 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 6 contains 114242 members 
Mstep: Class 7 contains 14545 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 97088 members 
Mstep: Class 10 contains 145546 members 
Mstep: Class 11 contains 20070 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 15483 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 108129 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 113510 members 
Mstep: Class 18 contains 15099 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 20 contains 136714 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.274965e+08 nChanged 24860
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 32166 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 132168 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 6 contains 115029 members 
Mstep: Class 7 contains 15066 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 96429 members 
Mstep: Class 10 contains 144537 members 
Mstep: Class 11 contains 19842 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 7218 members 
Mstep: Class 15 contains 111076 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 111820 members 
Mstep: Class 18 contains 13560 members 
Mstep: Class 19 contains 676 members 
Mstep: Class 20 contains 137018 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.275016e+08 nChanged 22421
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 33123 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 4 contains 132615 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 115445 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 95855 members 
Mstep: Class 10 contains 143672 members 
Mstep: Class 11 contains 19569 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 16273 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 113331 members 
Mstep: Class 16 contains 5981 members 
Mstep: Class 17 contains 110590 members 
Mstep: Class 18 contains 12201 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 137228 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.275053e+08 nChanged 20506
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 34049 members 
Mstep: Class 3 contains 10349 members 
Mstep: Class 4 contains 133302 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 6 contains 115313 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 95327 members 
Mstep: Class 10 contains 143422 members 
Mstep: Class 11 contains 19298 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 16834 members 
Mstep: Class 14 contains 7118 members 
Mstep: Class 15 contains 114633 members 
Mstep: Class 16 contains 5958 members 
Mstep: Class 17 contains 109806 members 
Mstep: Class 18 contains 11008 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 137248 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.275078e+08 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 35048 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 4 contains 134126 members 
Mstep: Class 5 contains 5143 members 
Mstep: Class 6 contains 114914 members 
Mstep: Class 7 contains 16623 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 94614 members 
Mstep: Class 10 contains 143110 members 
Mstep: Class 11 contains 19065 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 7065 members 
Mstep: Class 15 contains 115454 members 
Mstep: Class 16 contains 5922 members 
Mstep: Class 17 contains 109372 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 137159 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.275096e+08 nChanged 18627
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 36044 members 
Mstep: Class 3 contains 10008 members 
Mstep: Class 4 contains 134709 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 6 contains 114181 members 
Mstep: Class 7 contains 17142 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 93771 members 
Mstep: Class 10 contains 143115 members 
Mstep: Class 11 contains 18873 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 18460 members 
Mstep: Class 14 contains 7034 members 
Mstep: Class 15 contains 116057 members 
Mstep: Class 16 contains 5905 members 
Mstep: Class 17 contains 109322 members 
Mstep: Class 18 contains 9148 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 136879 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.275115e+08 nChanged 18108
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 37117 members 
Mstep: Class 3 contains 9698 members 
Mstep: Class 4 contains 135399 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 113194 members 
Mstep: Class 7 contains 17690 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 92903 members 
Mstep: Class 10 contains 143296 members 
Mstep: Class 11 contains 18682 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 116197 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 17 contains 109479 members 
Mstep: Class 18 contains 8482 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 136448 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.27513e+08 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 38315 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 136052 members 
Mstep: Class 5 contains 5113 members 
Mstep: Class 6 contains 112434 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 92142 members 
Mstep: Class 10 contains 143435 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 5769 members 
Mstep: Class 13 contains 20617 members 
Mstep: Class 14 contains 7013 members 
Mstep: Class 15 contains 115789 members 
Mstep: Class 16 contains 5882 members 
Mstep: Class 17 contains 109705 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 135959 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.275146e+08 nChanged 17246
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 39628 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 136745 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 111755 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 843 members 
Mstep: Class 9 contains 91376 members 
Mstep: Class 10 contains 143712 members 
Mstep: Class 11 contains 18023 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 21721 members 
Mstep: Class 14 contains 7027 members 
Mstep: Class 15 contains 114689 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 110155 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 135296 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.275159e+08 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 8818 members 
Mstep: Class 4 contains 137613 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 111230 members 
Mstep: Class 7 contains 20360 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 90692 members 
Mstep: Class 10 contains 143991 members 
Mstep: Class 11 contains 17524 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 22808 members 
Mstep: Class 14 contains 7053 members 
Mstep: Class 15 contains 112885 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 110506 members 
Mstep: Class 18 contains 7357 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 134552 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.275181e+08 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 42946 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 138275 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 110607 members 
Mstep: Class 7 contains 21708 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 90093 members 
Mstep: Class 10 contains 144282 members 
Mstep: Class 11 contains 16905 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 23883 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 110934 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 110977 members 
Mstep: Class 18 contains 7170 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 133760 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.275214e+08 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 44988 members 
Mstep: Class 3 contains 8380 members 
Mstep: Class 4 contains 138835 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 110063 members 
Mstep: Class 7 contains 22592 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 89657 members 
Mstep: Class 10 contains 144518 members 
Mstep: Class 11 contains 16284 members 
Mstep: Class 12 contains 6928 members 
Mstep: Class 13 contains 24891 members 
Mstep: Class 14 contains 7105 members 
Mstep: Class 15 contains 108946 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 111219 members 
Mstep: Class 18 contains 7048 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 132925 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.275243e+08 nChanged 16440
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 47430 members 
Mstep: Class 3 contains 8148 members 
Mstep: Class 4 contains 139396 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 109322 members 
Mstep: Class 7 contains 23123 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 89264 members 
Mstep: Class 10 contains 144687 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 7389 members 
Mstep: Class 13 contains 25781 members 
Mstep: Class 14 contains 7146 members 
Mstep: Class 15 contains 106890 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 111390 members 
Mstep: Class 18 contains 6962 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 132067 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.275258e+08 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 50116 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 4 contains 139956 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 6 contains 108502 members 
Mstep: Class 7 contains 23420 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 89008 members 
Mstep: Class 10 contains 144857 members 
Mstep: Class 11 contains 15217 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 26541 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 104752 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 111415 members 
Mstep: Class 18 contains 6903 members 
Mstep: Class 19 contains 661 members 
Mstep: Class 20 contains 131116 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.275267e+08 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 53082 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 140392 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 107643 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 88904 members 
Mstep: Class 10 contains 144913 members 
Mstep: Class 11 contains 14745 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 27193 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 102435 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 111421 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 130080 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.275287e+08 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 56381 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 140427 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 106745 members 
Mstep: Class 7 contains 23720 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 88790 members 
Mstep: Class 10 contains 144872 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 7255 members 
Mstep: Class 15 contains 100255 members 
Mstep: Class 16 contains 5845 members 
Mstep: Class 17 contains 111323 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 129018 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.275316e+08 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 59957 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 140559 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 105549 members 
Mstep: Class 7 contains 23786 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88729 members 
Mstep: Class 10 contains 144784 members 
Mstep: Class 11 contains 13950 members 
Mstep: Class 12 contains 10578 members 
Mstep: Class 13 contains 28305 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 98160 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 110994 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 127873 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.275334e+08 nChanged 16666
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 63902 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 140327 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 104163 members 
Mstep: Class 7 contains 23814 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 88732 members 
Mstep: Class 10 contains 144568 members 
Mstep: Class 11 contains 13578 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 28797 members 
Mstep: Class 14 contains 7347 members 
Mstep: Class 15 contains 96367 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 110596 members 
Mstep: Class 18 contains 6781 members 
Mstep: Class 19 contains 672 members 
Mstep: Class 20 contains 126648 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.275375e+08 nChanged 16631
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 68146 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 139978 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 102710 members 
Mstep: Class 7 contains 23818 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88675 members 
Mstep: Class 10 contains 144121 members 
Mstep: Class 11 contains 13189 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 29235 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 94894 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 110144 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 675 members 
Mstep: Class 20 contains 125220 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.275421e+08 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 72700 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 139544 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 23877 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88652 members 
Mstep: Class 10 contains 143439 members 
Mstep: Class 11 contains 12864 members 
Mstep: Class 12 contains 14538 members 
Mstep: Class 13 contains 29628 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 93449 members 
Mstep: Class 16 contains 5851 members 
Mstep: Class 17 contains 109885 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 123426 members 
Entering Unmasked Estep 
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Iteration 36Q: 21 clusters Score -1.275464e+08 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 77603 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 138962 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 99843 members 
Mstep: Class 7 contains 23951 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88671 members 
Mstep: Class 10 contains 142786 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 15956 members 
Mstep: Class 13 contains 29983 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 91887 members 
Mstep: Class 16 contains 5858 members 
Mstep: Class 17 contains 109958 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 121180 members 
Entering Unmasked Estep 
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Iteration 37Q: 21 clusters Score -1.275505e+08 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 82751 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 138434 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 98240 members 
Mstep: Class 7 contains 24033 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88694 members 
Mstep: Class 10 contains 142174 members 
Mstep: Class 11 contains 12256 members 
Mstep: Class 12 contains 17292 members 
Mstep: Class 13 contains 30295 members 
Mstep: Class 14 contains 7565 members 
Mstep: Class 15 contains 90178 members 
Mstep: Class 16 contains 5858 members 
Mstep: Class 17 contains 110558 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 118439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127555288.000000 Penalty: 44902.261719
Iteration 38Q: 21 clusters Score -1.275553e+08 nChanged 19371
Entering ConstructFrom: 
Score: -127555288.000000 Penalty: 44902.261719
Entering ConstructFrom: 
Trying to split cluster 1 (13400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Entering Unmasked Estep 
Score: -1596632.250000 Penalty: 1544.239136
	Iteration 0F: 2 clusters Score -1596632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1587339.625000 Penalty: 3088.478271
	Iteration 0F: 3 clusters Score -1587340 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1590858.875000 Penalty: 3088.478271
	Iteration 1F: 3 clusters Score -1590859 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1592389.250000 Penalty: 3088.478271
	Iteration 2F: 3 clusters Score -1592389 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1594441.375000 Penalty: 3088.478271
	Iteration 3F: 3 clusters Score -1594441 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1595783.750000 Penalty: 3088.478271
	Iteration 4F: 3 clusters Score -1595784 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1596400.875000 Penalty: 3088.478271
	Iteration 5F: 3 clusters Score -1596401 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1596634.500000 Penalty: 3088.478271
	Iteration 6Q: 3 clusters Score -1596634 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1596742.500000 Penalty: 3088.478271
	Iteration 7Q: 3 clusters Score -1596742 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1596788.875000 Penalty: 3088.478271
	Iteration 8Q: 3 clusters Score -1596789 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1596813.625000 Penalty: 3088.478271
	Iteration 9Q: 3 clusters Score -1596814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1596829.750000 Penalty: 3088.478271
	Iteration 10Q: 3 clusters Score -1596830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1596841.875000 Penalty: 3088.478271
	Iteration 11Q: 3 clusters Score -1596842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1596845.125000 Penalty: 3088.478271
	Iteration 12Q: 3 clusters Score -1596845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1596850.000000 Penalty: 3088.478271
	Iteration 13Q: 3 clusters Score -1596850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1596849.625000 Penalty: 3088.478271
	Iteration 14Q: 3 clusters Score -1596850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1596857.125000 Penalty: 3088.478271
	Iteration 15Q: 3 clusters Score -1596857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1596854.875000 Penalty: 3088.478271
	Iteration 16Q: 3 clusters Score -1596855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1596857.625000 Penalty: 3088.478271
	Iteration 17Q: 3 clusters Score -1596858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1596858.125000 Penalty: 3088.478271
	Iteration 18Q: 3 clusters Score -1596858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1596859.500000 Penalty: 3088.478271
	Iteration 19Q: 3 clusters Score -1596860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1596856.500000 Penalty: 3088.478271
	Iteration 20F: 3 clusters Score -1596856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1596856.875000 Penalty: 3088.478271
	Iteration 21Q: 3 clusters Score -1596857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1596859.000000 Penalty: 3088.478271
	Iteration 22Q: 3 clusters Score -1596859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1596855.125000 Penalty: 3088.478271
	Iteration 23Q: 3 clusters Score -1596855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1596858.875000 Penalty: 3088.478271
	Iteration 24Q: 3 clusters Score -1596859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1596857.125000 Penalty: 3088.478271
	Iteration 25Q: 3 clusters Score -1596857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1596853.750000 Penalty: 3088.478271
	Iteration 26Q: 3 clusters Score -1596854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1596853.250000 Penalty: 3088.478271
	Iteration 27Q: 3 clusters Score -1596853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1596860.375000 Penalty: 3088.478271
	Iteration 28Q: 3 clusters Score -1596860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1596862.500000 Penalty: 3088.478271
	Iteration 29Q: 3 clusters Score -1596862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1596864.625000 Penalty: 3088.478271
	Iteration 30Q: 3 clusters Score -1596865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1596864.250000 Penalty: 3088.478271
	Iteration 31Q: 3 clusters Score -1596864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1596865.750000 Penalty: 3088.478271
	Iteration 32Q: 3 clusters Score -1596866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1596868.375000 Penalty: 3088.478271
	Iteration 33Q: 3 clusters Score -1596868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1596871.000000 Penalty: 3088.478271
	Iteration 34Q: 3 clusters Score -1596871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1596870.000000 Penalty: 3088.478271
	Iteration 35Q: 3 clusters Score -1596870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1596872.125000 Penalty: 3088.478271
	Iteration 36Q: 3 clusters Score -1596872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1596874.000000 Penalty: 3088.478271
	Iteration 37Q: 3 clusters Score -1596874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1596870.250000 Penalty: 3088.478271
	Iteration 38Q: 3 clusters Score -1596870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1596872.250000 Penalty: 3088.478271
	Iteration 39Q: 3 clusters Score -1596872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1596870.625000 Penalty: 3088.478271
	Iteration 40F: 3 clusters Score -1596871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1596873.125000 Penalty: 3088.478271
	Iteration 41Q: 3 clusters Score -1596873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1596872.625000 Penalty: 3088.478271
	Iteration 42Q: 3 clusters Score -1596873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1596874.500000 Penalty: 3088.478271
	Iteration 43Q: 3 clusters Score -1596874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1596873.625000 Penalty: 3088.478271
	Iteration 44Q: 3 clusters Score -1596874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1596873.250000 Penalty: 3088.478271
	Iteration 45Q: 3 clusters Score -1596873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1596874.250000 Penalty: 3088.478271
	Iteration 46Q: 3 clusters Score -1596874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1596874.250000 Penalty: 3088.478271
	Iteration 47F: 3 clusters Score -1596874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 138042 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 96508 members 
Mstep: Class 7 contains 24093 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 141326 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 3575 members 
Entering Unmasked Estep 
Score: -127555160.000000 Penalty: 47147.375000
Splitting cluster 1 changes total score from -127555288.000000 to -127555160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (88403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Entering Unmasked Estep 
Score: -11260807.000000 Penalty: 1850.819946
	Iteration 0F: 2 clusters Score -1.126081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -11202170.000000 Penalty: 3701.639893
	Iteration 0F: 3 clusters Score -1.120217e+07 nChanged 42221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -11227601.000000 Penalty: 3701.639893
	Iteration 1F: 3 clusters Score -1.12276e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -11229618.000000 Penalty: 3701.639893
	Iteration 2F: 3 clusters Score -1.122962e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -11232492.000000 Penalty: 3701.639893
	Iteration 3F: 3 clusters Score -1.123249e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -11237018.000000 Penalty: 3701.639893
	Iteration 4F: 3 clusters Score -1.123702e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -11243308.000000 Penalty: 3701.639893
	Iteration 5F: 3 clusters Score -1.124331e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -11249619.000000 Penalty: 3701.639893
	Iteration 6F: 3 clusters Score -1.124962e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -11254417.000000 Penalty: 3701.639893
	Iteration 7F: 3 clusters Score -1.125442e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -11257128.000000 Penalty: 3701.639893
	Iteration 8Q: 3 clusters Score -1.125713e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -11258272.000000 Penalty: 3701.639893
	Iteration 9Q: 3 clusters Score -1.125827e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -11258791.000000 Penalty: 3701.639893
	Iteration 10Q: 3 clusters Score -1.125879e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -11258971.000000 Penalty: 3701.639893
	Iteration 11Q: 3 clusters Score -1.125897e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -11259053.000000 Penalty: 3701.639893
	Iteration 12Q: 3 clusters Score -1.125905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -11259090.000000 Penalty: 3701.639893
	Iteration 13Q: 3 clusters Score -1.125909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -11259130.000000 Penalty: 3701.639893
	Iteration 14Q: 3 clusters Score -1.125913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -11259138.000000 Penalty: 3701.639893
	Iteration 15Q: 3 clusters Score -1.125914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -11259149.000000 Penalty: 3701.639893
	Iteration 16Q: 3 clusters Score -1.125915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -11259171.000000 Penalty: 3701.639893
	Iteration 17Q: 3 clusters Score -1.125917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -11259168.000000 Penalty: 3701.639893
	Iteration 18Q: 3 clusters Score -1.125917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -11259174.000000 Penalty: 3701.639893
	Iteration 19Q: 3 clusters Score -1.125917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -11259182.000000 Penalty: 3701.639893
	Iteration 20F: 3 clusters Score -1.125918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -11259176.000000 Penalty: 3701.639893
	Iteration 21Q: 3 clusters Score -1.125918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -11259182.000000 Penalty: 3701.639893
	Iteration 22Q: 3 clusters Score -1.125918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -11259182.000000 Penalty: 3701.639893
	Iteration 23F: 3 clusters Score -1.125918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Entering Unmasked Estep 
Score: -950008.375000 Penalty: 1456.679810
	Iteration 0F: 2 clusters Score -950008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -944254.500000 Penalty: 2913.359619
	Iteration 0F: 3 clusters Score -944254.5 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -946046.187500 Penalty: 2913.359619
	Iteration 1F: 3 clusters Score -946046.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -946345.187500 Penalty: 2913.359619
	Iteration 2F: 3 clusters Score -946345.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -946576.187500 Penalty: 2913.359619
	Iteration 3F: 3 clusters Score -946576.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -946796.250000 Penalty: 2913.359619
	Iteration 4F: 3 clusters Score -946796.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -947000.500000 Penalty: 2913.359619
	Iteration 5Q: 3 clusters Score -947000.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -947181.750000 Penalty: 2913.359619
	Iteration 6Q: 3 clusters Score -947181.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -947357.125000 Penalty: 2913.359619
	Iteration 7Q: 3 clusters Score -947357.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -947530.687500 Penalty: 2913.359619
	Iteration 8Q: 3 clusters Score -947530.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -947691.500000 Penalty: 2913.359619
	Iteration 9Q: 3 clusters Score -947691.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -947824.125000 Penalty: 2913.359619
	Iteration 10Q: 3 clusters Score -947824.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -947944.875000 Penalty: 2913.359619
	Iteration 11Q: 3 clusters Score -947944.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -948049.750000 Penalty: 2913.359619
	Iteration 12Q: 3 clusters Score -948049.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -948139.375000 Penalty: 2913.359619
	Iteration 13Q: 3 clusters Score -948139.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -948234.500000 Penalty: 2913.359619
	Iteration 14Q: 3 clusters Score -948234.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -948302.875000 Penalty: 2913.359619
	Iteration 15Q: 3 clusters Score -948302.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -948358.687500 Penalty: 2913.359619
	Iteration 16Q: 3 clusters Score -948358.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -948413.875000 Penalty: 2913.359619
	Iteration 17Q: 3 clusters Score -948413.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -948457.687500 Penalty: 2913.359619
	Iteration 18Q: 3 clusters Score -948457.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -948499.062500 Penalty: 2913.359619
	Iteration 19Q: 3 clusters Score -948499.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -948538.187500 Penalty: 2913.359619
	Iteration 20F: 3 clusters Score -948538.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -948573.000000 Penalty: 2913.359619
	Iteration 21Q: 3 clusters Score -948573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -948597.187500 Penalty: 2913.359619
	Iteration 22Q: 3 clusters Score -948597.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -948616.687500 Penalty: 2913.359619
	Iteration 23Q: 3 clusters Score -948616.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -948631.625000 Penalty: 2913.359619
	Iteration 24Q: 3 clusters Score -948631.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -948639.687500 Penalty: 2913.359619
	Iteration 25Q: 3 clusters Score -948639.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -948652.937500 Penalty: 2913.359619
	Iteration 26Q: 3 clusters Score -948652.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -948662.750000 Penalty: 2913.359619
	Iteration 27Q: 3 clusters Score -948662.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -948669.500000 Penalty: 2913.359619
	Iteration 28Q: 3 clusters Score -948669.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -948676.062500 Penalty: 2913.359619
	Iteration 29Q: 3 clusters Score -948676.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -948687.625000 Penalty: 2913.359619
	Iteration 30Q: 3 clusters Score -948687.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -948695.437500 Penalty: 2913.359619
	Iteration 31Q: 3 clusters Score -948695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -948702.062500 Penalty: 2913.359619
	Iteration 32Q: 3 clusters Score -948702.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -948710.312500 Penalty: 2913.359619
	Iteration 33Q: 3 clusters Score -948710.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -948720.687500 Penalty: 2913.359619
	Iteration 34Q: 3 clusters Score -948720.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -948726.125000 Penalty: 2913.359619
	Iteration 35Q: 3 clusters Score -948726.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -948733.000000 Penalty: 2913.359619
	Iteration 36Q: 3 clusters Score -948733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -948741.375000 Penalty: 2913.359619
	Iteration 37Q: 3 clusters Score -948741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -948743.875000 Penalty: 2913.359619
	Iteration 38Q: 3 clusters Score -948743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -948748.062500 Penalty: 2913.359619
	Iteration 39Q: 3 clusters Score -948748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -948757.625000 Penalty: 2913.359619
	Iteration 40F: 3 clusters Score -948757.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -948765.812500 Penalty: 2913.359619
	Iteration 41Q: 3 clusters Score -948765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -948772.312500 Penalty: 2913.359619
	Iteration 42Q: 3 clusters Score -948772.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -948781.875000 Penalty: 2913.359619
	Iteration 43Q: 3 clusters Score -948781.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -948789.562500 Penalty: 2913.359619
	Iteration 44Q: 3 clusters Score -948789.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -948804.937500 Penalty: 2913.359619
	Iteration 45Q: 3 clusters Score -948804.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -948813.937500 Penalty: 2913.359619
	Iteration 46Q: 3 clusters Score -948813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -948826.125000 Penalty: 2913.359619
	Iteration 47Q: 3 clusters Score -948826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -948839.375000 Penalty: 2913.359619
	Iteration 48Q: 3 clusters Score -948839.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -948849.750000 Penalty: 2913.359619
	Iteration 49Q: 3 clusters Score -948849.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -948863.187500 Penalty: 2913.359619
	Iteration 50Q: 3 clusters Score -948863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -948874.875000 Penalty: 2913.359619
	Iteration 51Q: 3 clusters Score -948874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -948877.875000 Penalty: 2913.359619
	Iteration 52Q: 3 clusters Score -948877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -948880.000000 Penalty: 2913.359619
	Iteration 53Q: 3 clusters Score -948880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -948881.375000 Penalty: 2913.359619
	Iteration 54Q: 3 clusters Score -948881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -948881.812500 Penalty: 2913.359619
	Iteration 55Q: 3 clusters Score -948881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -948883.750000 Penalty: 2913.359619
	Iteration 56Q: 3 clusters Score -948883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -948885.812500 Penalty: 2913.359619
	Iteration 57Q: 3 clusters Score -948885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -948886.062500 Penalty: 2913.359619
	Iteration 58Q: 3 clusters Score -948886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -948886.625000 Penalty: 2913.359619
	Iteration 59Q: 3 clusters Score -948886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -948887.875000 Penalty: 2913.359619
	Iteration 60F: 3 clusters Score -948887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -948889.625000 Penalty: 2913.359619
	Iteration 61Q: 3 clusters Score -948889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -948890.625000 Penalty: 2913.359619
	Iteration 62Q: 3 clusters Score -948890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -948891.250000 Penalty: 2913.359619
	Iteration 63Q: 3 clusters Score -948891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -948892.062500 Penalty: 2913.359619
	Iteration 64Q: 3 clusters Score -948892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -948892.500000 Penalty: 2913.359619
	Iteration 65Q: 3 clusters Score -948892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -948893.562500 Penalty: 2913.359619
	Iteration 66Q: 3 clusters Score -948893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -948893.562500 Penalty: 2913.359619
	Iteration 67F: 3 clusters Score -948893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (138042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138042 members 
Entering Unmasked Estep 
Score: -18339102.000000 Penalty: 1923.238281
	Iteration 0F: 2 clusters Score -1.83391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -18289556.000000 Penalty: 3846.476562
	Iteration 0F: 3 clusters Score -1.828956e+07 nChanged 66667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -18329246.000000 Penalty: 3846.476562
	Iteration 1F: 3 clusters Score -1.832925e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -18331528.000000 Penalty: 3846.476562
	Iteration 2Q: 3 clusters Score -1.833153e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -18335126.000000 Penalty: 3846.476562
	Iteration 3F: 3 clusters Score -1.833513e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -18341936.000000 Penalty: 3846.476562
	Iteration 4F: 3 clusters Score -1.834194e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -18350022.000000 Penalty: 3846.476562
	Iteration 5F: 3 clusters Score -1.835002e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -18355270.000000 Penalty: 3846.476562
	Iteration 6F: 3 clusters Score -1.835527e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -18356570.000000 Penalty: 3846.476562
	Iteration 7F: 3 clusters Score -1.835657e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -18356600.000000 Penalty: 3846.476562
	Iteration 8Q: 3 clusters Score -1.83566e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -18356318.000000 Penalty: 3846.476562
	Iteration 9Q: 3 clusters Score -1.835632e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -18356390.000000 Penalty: 3846.476562
	Iteration 10Q: 3 clusters Score -1.835639e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -18356546.000000 Penalty: 3846.476562
	Iteration 11Q: 3 clusters Score -1.835655e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -18356868.000000 Penalty: 3846.476562
	Iteration 12Q: 3 clusters Score -1.835687e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -18357330.000000 Penalty: 3846.476562
	Iteration 13Q: 3 clusters Score -1.835733e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -18358018.000000 Penalty: 3846.476562
	Iteration 14Q: 3 clusters Score -1.835802e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -18358668.000000 Penalty: 3846.476562
	Iteration 15Q: 3 clusters Score -1.835867e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -18359822.000000 Penalty: 3846.476562
	Iteration 16Q: 3 clusters Score -1.835982e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -18360766.000000 Penalty: 3846.476562
	Iteration 17Q: 3 clusters Score -1.836077e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -18361876.000000 Penalty: 3846.476562
	Iteration 18Q: 3 clusters Score -1.836188e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -18363048.000000 Penalty: 3846.476562
	Iteration 19Q: 3 clusters Score -1.836305e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -18364174.000000 Penalty: 3846.476562
	Iteration 20F: 3 clusters Score -1.836417e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -18365078.000000 Penalty: 3846.476562
	Iteration 21Q: 3 clusters Score -1.836508e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -18365796.000000 Penalty: 3846.476562
	Iteration 22Q: 3 clusters Score -1.83658e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -18366366.000000 Penalty: 3846.476562
	Iteration 23Q: 3 clusters Score -1.836637e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -18366722.000000 Penalty: 3846.476562
	Iteration 24Q: 3 clusters Score -1.836672e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -18367150.000000 Penalty: 3846.476562
	Iteration 25Q: 3 clusters Score -1.836715e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -18367398.000000 Penalty: 3846.476562
	Iteration 26Q: 3 clusters Score -1.83674e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -18367494.000000 Penalty: 3846.476562
	Iteration 27Q: 3 clusters Score -1.836749e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -18367698.000000 Penalty: 3846.476562
	Iteration 28Q: 3 clusters Score -1.83677e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -18367816.000000 Penalty: 3846.476562
	Iteration 29Q: 3 clusters Score -1.836782e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -18367968.000000 Penalty: 3846.476562
	Iteration 30Q: 3 clusters Score -1.836797e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -18368164.000000 Penalty: 3846.476562
	Iteration 31Q: 3 clusters Score -1.836816e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -18368160.000000 Penalty: 3846.476562
	Iteration 32Q: 3 clusters Score -1.836816e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -18368292.000000 Penalty: 3846.476562
	Iteration 33Q: 3 clusters Score -1.836829e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -18368348.000000 Penalty: 3846.476562
	Iteration 34Q: 3 clusters Score -1.836835e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -18368420.000000 Penalty: 3846.476562
	Iteration 35Q: 3 clusters Score -1.836842e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -18368482.000000 Penalty: 3846.476562
	Iteration 36Q: 3 clusters Score -1.836848e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -18368418.000000 Penalty: 3846.476562
	Iteration 37Q: 3 clusters Score -1.836842e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -18368444.000000 Penalty: 3846.476562
	Iteration 38Q: 3 clusters Score -1.836844e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -18368536.000000 Penalty: 3846.476562
	Iteration 39Q: 3 clusters Score -1.836854e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 70372 members 
Entering Unmasked Estep 
Score: -18368572.000000 Penalty: 3846.476562
	Iteration 40F: 3 clusters Score -1.836857e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -18368596.000000 Penalty: 3846.476562
	Iteration 41Q: 3 clusters Score -1.83686e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -18368640.000000 Penalty: 3846.476562
	Iteration 42Q: 3 clusters Score -1.836864e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -18368644.000000 Penalty: 3846.476562
	Iteration 43Q: 3 clusters Score -1.836864e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -18368698.000000 Penalty: 3846.476562
	Iteration 44Q: 3 clusters Score -1.83687e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -18368698.000000 Penalty: 3846.476562
	Iteration 45Q: 3 clusters Score -1.83687e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -18368700.000000 Penalty: 3846.476562
	Iteration 46Q: 3 clusters Score -1.83687e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -18368718.000000 Penalty: 3846.476562
	Iteration 47Q: 3 clusters Score -1.836872e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -18368704.000000 Penalty: 3846.476562
	Iteration 48Q: 3 clusters Score -1.83687e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -18368674.000000 Penalty: 3846.476562
	Iteration 49Q: 3 clusters Score -1.836867e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -18368688.000000 Penalty: 3846.476562
	Iteration 50Q: 3 clusters Score -1.836869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -18368666.000000 Penalty: 3846.476562
	Iteration 51Q: 3 clusters Score -1.836867e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -18368648.000000 Penalty: 3846.476562
	Iteration 52Q: 3 clusters Score -1.836865e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -18368648.000000 Penalty: 3846.476562
	Iteration 53Q: 3 clusters Score -1.836865e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -18368632.000000 Penalty: 3846.476562
	Iteration 54Q: 3 clusters Score -1.836863e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -18368620.000000 Penalty: 3846.476562
	Iteration 55Q: 3 clusters Score -1.836862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -18368608.000000 Penalty: 3846.476562
	Iteration 56Q: 3 clusters Score -1.836861e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -18368606.000000 Penalty: 3846.476562
	Iteration 57Q: 3 clusters Score -1.836861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -18368622.000000 Penalty: 3846.476562
	Iteration 58Q: 3 clusters Score -1.836862e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -18368630.000000 Penalty: 3846.476562
	Iteration 59Q: 3 clusters Score -1.836863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -18368624.000000 Penalty: 3846.476562
	Iteration 60F: 3 clusters Score -1.836862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -18368626.000000 Penalty: 3846.476562
	Iteration 61Q: 3 clusters Score -1.836863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -18368596.000000 Penalty: 3846.476562
	Iteration 62Q: 3 clusters Score -1.83686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -18368600.000000 Penalty: 3846.476562
	Iteration 63Q: 3 clusters Score -1.83686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -18368598.000000 Penalty: 3846.476562
	Iteration 64Q: 3 clusters Score -1.83686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -18368574.000000 Penalty: 3846.476562
	Iteration 65Q: 3 clusters Score -1.836857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -18368572.000000 Penalty: 3846.476562
	Iteration 66Q: 3 clusters Score -1.836857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -18368584.000000 Penalty: 3846.476562
	Iteration 67Q: 3 clusters Score -1.836858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -18368568.000000 Penalty: 3846.476562
	Iteration 68Q: 3 clusters Score -1.836857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -18368558.000000 Penalty: 3846.476562
	Iteration 69Q: 3 clusters Score -1.836856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 70Q: 3 clusters Score -1.836856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 71Q: 3 clusters Score -1.836856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -18368574.000000 Penalty: 3846.476562
	Iteration 72Q: 3 clusters Score -1.836857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -18368564.000000 Penalty: 3846.476562
	Iteration 73Q: 3 clusters Score -1.836856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 74Q: 3 clusters Score -1.836856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -18368580.000000 Penalty: 3846.476562
	Iteration 75Q: 3 clusters Score -1.836858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -18368556.000000 Penalty: 3846.476562
	Iteration 76Q: 3 clusters Score -1.836856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -18368560.000000 Penalty: 3846.476562
	Iteration 77Q: 3 clusters Score -1.836856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -18368570.000000 Penalty: 3846.476562
	Iteration 78Q: 3 clusters Score -1.836857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -18368570.000000 Penalty: 3846.476562
	Iteration 79Q: 3 clusters Score -1.836857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -18368582.000000 Penalty: 3846.476562
	Iteration 80F: 3 clusters Score -1.836858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -18368578.000000 Penalty: 3846.476562
	Iteration 81Q: 3 clusters Score -1.836858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -18368574.000000 Penalty: 3846.476562
	Iteration 82Q: 3 clusters Score -1.836857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -18368576.000000 Penalty: 3846.476562
	Iteration 83Q: 3 clusters Score -1.836858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -18368572.000000 Penalty: 3846.476562
	Iteration 84Q: 3 clusters Score -1.836857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -18368580.000000 Penalty: 3846.476562
	Iteration 85Q: 3 clusters Score -1.836858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -18368574.000000 Penalty: 3846.476562
	Iteration 86Q: 3 clusters Score -1.836857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -18368572.000000 Penalty: 3846.476562
	Iteration 87Q: 3 clusters Score -1.836857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 88Q: 3 clusters Score -1.836856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -18368572.000000 Penalty: 3846.476562
	Iteration 89Q: 3 clusters Score -1.836857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -18368560.000000 Penalty: 3846.476562
	Iteration 90Q: 3 clusters Score -1.836856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 91Q: 3 clusters Score -1.836856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 92Q: 3 clusters Score -1.836856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -18368562.000000 Penalty: 3846.476562
	Iteration 93F: 3 clusters Score -1.836856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 96508 members 
Mstep: Class 7 contains 24093 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 141326 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Entering Unmasked Estep 
Score: -127589784.000000 Penalty: 47147.375000
Splitting cluster 4 changes total score from -127555288.000000 to -127589784.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -527945.937500 Penalty: 1354.312622
	Iteration 0F: 2 clusters Score -527945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -524500.625000 Penalty: 2708.625244
	Iteration 0F: 3 clusters Score -524500.6 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -525446.937500 Penalty: 2708.625244
	Iteration 1F: 3 clusters Score -525446.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -525637.062500 Penalty: 2708.625244
	Iteration 2F: 3 clusters Score -525637.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -525766.812500 Penalty: 2708.625244
	Iteration 3F: 3 clusters Score -525766.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -525837.812500 Penalty: 2708.625244
	Iteration 4Q: 3 clusters Score -525837.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -525897.875000 Penalty: 2708.625244
	Iteration 5Q: 3 clusters Score -525897.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -525955.375000 Penalty: 2708.625244
	Iteration 6Q: 3 clusters Score -525955.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -526046.062500 Penalty: 2708.625244
	Iteration 7Q: 3 clusters Score -526046.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -526103.625000 Penalty: 2708.625244
	Iteration 8Q: 3 clusters Score -526103.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -526149.312500 Penalty: 2708.625244
	Iteration 9Q: 3 clusters Score -526149.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -526182.875000 Penalty: 2708.625244
	Iteration 10Q: 3 clusters Score -526182.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -526211.625000 Penalty: 2708.625244
	Iteration 11Q: 3 clusters Score -526211.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -526247.687500 Penalty: 2708.625244
	Iteration 12Q: 3 clusters Score -526247.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -526294.812500 Penalty: 2708.625244
	Iteration 13Q: 3 clusters Score -526294.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -526359.000000 Penalty: 2708.625244
	Iteration 14Q: 3 clusters Score -526359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -526415.312500 Penalty: 2708.625244
	Iteration 15Q: 3 clusters Score -526415.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -526464.937500 Penalty: 2708.625244
	Iteration 16Q: 3 clusters Score -526464.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -526521.500000 Penalty: 2708.625244
	Iteration 17Q: 3 clusters Score -526521.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -526581.437500 Penalty: 2708.625244
	Iteration 18Q: 3 clusters Score -526581.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -526632.562500 Penalty: 2708.625244
	Iteration 19Q: 3 clusters Score -526632.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -526662.375000 Penalty: 2708.625244
	Iteration 20F: 3 clusters Score -526662.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -526690.062500 Penalty: 2708.625244
	Iteration 21Q: 3 clusters Score -526690.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -526712.062500 Penalty: 2708.625244
	Iteration 22Q: 3 clusters Score -526712.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -526733.312500 Penalty: 2708.625244
	Iteration 23Q: 3 clusters Score -526733.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -526755.812500 Penalty: 2708.625244
	Iteration 24Q: 3 clusters Score -526755.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -526771.250000 Penalty: 2708.625244
	Iteration 25Q: 3 clusters Score -526771.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -526782.875000 Penalty: 2708.625244
	Iteration 26Q: 3 clusters Score -526782.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -526796.000000 Penalty: 2708.625244
	Iteration 27Q: 3 clusters Score -526796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -526810.625000 Penalty: 2708.625244
	Iteration 28Q: 3 clusters Score -526810.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -526822.312500 Penalty: 2708.625244
	Iteration 29Q: 3 clusters Score -526822.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -526839.375000 Penalty: 2708.625244
	Iteration 30Q: 3 clusters Score -526839.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -526854.875000 Penalty: 2708.625244
	Iteration 31Q: 3 clusters Score -526854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -526863.187500 Penalty: 2708.625244
	Iteration 32Q: 3 clusters Score -526863.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -526870.125000 Penalty: 2708.625244
	Iteration 33Q: 3 clusters Score -526870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -526874.750000 Penalty: 2708.625244
	Iteration 34Q: 3 clusters Score -526874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -526878.500000 Penalty: 2708.625244
	Iteration 35Q: 3 clusters Score -526878.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -526881.875000 Penalty: 2708.625244
	Iteration 36Q: 3 clusters Score -526881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -526883.750000 Penalty: 2708.625244
	Iteration 37Q: 3 clusters Score -526883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -526884.687500 Penalty: 2708.625244
	Iteration 38Q: 3 clusters Score -526884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -526884.875000 Penalty: 2708.625244
	Iteration 39Q: 3 clusters Score -526884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -526884.687500 Penalty: 2708.625244
	Iteration 40F: 3 clusters Score -526884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -526885.687500 Penalty: 2708.625244
	Iteration 41Q: 3 clusters Score -526885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -526885.687500 Penalty: 2708.625244
	Iteration 42Q: 3 clusters Score -526885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -526887.937500 Penalty: 2708.625244
	Iteration 43Q: 3 clusters Score -526887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -526889.562500 Penalty: 2708.625244
	Iteration 44Q: 3 clusters Score -526889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -526893.312500 Penalty: 2708.625244
	Iteration 45Q: 3 clusters Score -526893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -526900.500000 Penalty: 2708.625244
	Iteration 46Q: 3 clusters Score -526900.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -526906.750000 Penalty: 2708.625244
	Iteration 47Q: 3 clusters Score -526906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -526909.875000 Penalty: 2708.625244
	Iteration 48Q: 3 clusters Score -526909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -526915.312500 Penalty: 2708.625244
	Iteration 49Q: 3 clusters Score -526915.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -526921.437500 Penalty: 2708.625244
	Iteration 50Q: 3 clusters Score -526921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -526927.375000 Penalty: 2708.625244
	Iteration 51Q: 3 clusters Score -526927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -526930.687500 Penalty: 2708.625244
	Iteration 52Q: 3 clusters Score -526930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -526934.437500 Penalty: 2708.625244
	Iteration 53Q: 3 clusters Score -526934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -526938.187500 Penalty: 2708.625244
	Iteration 54Q: 3 clusters Score -526938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -526939.250000 Penalty: 2708.625244
	Iteration 55Q: 3 clusters Score -526939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -526940.750000 Penalty: 2708.625244
	Iteration 56Q: 3 clusters Score -526940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -526942.250000 Penalty: 2708.625244
	Iteration 57Q: 3 clusters Score -526942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -526945.562500 Penalty: 2708.625244
	Iteration 58Q: 3 clusters Score -526945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -526948.500000 Penalty: 2708.625244
	Iteration 59Q: 3 clusters Score -526948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -526952.500000 Penalty: 2708.625244
	Iteration 60F: 3 clusters Score -526952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -526952.750000 Penalty: 2708.625244
	Iteration 61Q: 3 clusters Score -526952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -526955.125000 Penalty: 2708.625244
	Iteration 62Q: 3 clusters Score -526955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -526959.937500 Penalty: 2708.625244
	Iteration 63Q: 3 clusters Score -526959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -526960.500000 Penalty: 2708.625244
	Iteration 64Q: 3 clusters Score -526960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -526960.187500 Penalty: 2708.625244
	Iteration 65Q: 3 clusters Score -526960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -526961.500000 Penalty: 2708.625244
	Iteration 66Q: 3 clusters Score -526961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -526961.500000 Penalty: 2708.625244
	Iteration 67F: 3 clusters Score -526961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Entering Unmasked Estep 
Score: -12642330.000000 Penalty: 1865.074341
	Iteration 0F: 2 clusters Score -1.264233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -12586927.000000 Penalty: 3730.148682
	Iteration 0F: 3 clusters Score -1.258693e+07 nChanged 46148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -12614978.000000 Penalty: 3730.148682
	Iteration 1F: 3 clusters Score -1.261498e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -12617982.000000 Penalty: 3730.148682
	Iteration 2Q: 3 clusters Score -1.261798e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -12623162.000000 Penalty: 3730.148682
	Iteration 3F: 3 clusters Score -1.262316e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -12629432.000000 Penalty: 3730.148682
	Iteration 4F: 3 clusters Score -1.262943e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -12635081.000000 Penalty: 3730.148682
	Iteration 5F: 3 clusters Score -1.263508e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -12639385.000000 Penalty: 3730.148682
	Iteration 6F: 3 clusters Score -1.263938e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -12642594.000000 Penalty: 3730.148682
	Iteration 7F: 3 clusters Score -1.264259e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -12644709.000000 Penalty: 3730.148682
	Iteration 8Q: 3 clusters Score -1.264471e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -12645702.000000 Penalty: 3730.148682
	Iteration 9Q: 3 clusters Score -1.26457e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -12646245.000000 Penalty: 3730.148682
	Iteration 10Q: 3 clusters Score -1.264624e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -12646692.000000 Penalty: 3730.148682
	Iteration 11Q: 3 clusters Score -1.264669e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -12647092.000000 Penalty: 3730.148682
	Iteration 12Q: 3 clusters Score -1.264709e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -12647379.000000 Penalty: 3730.148682
	Iteration 13Q: 3 clusters Score -1.264738e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -12647649.000000 Penalty: 3730.148682
	Iteration 14Q: 3 clusters Score -1.264765e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -12647784.000000 Penalty: 3730.148682
	Iteration 15Q: 3 clusters Score -1.264778e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -12647977.000000 Penalty: 3730.148682
	Iteration 16Q: 3 clusters Score -1.264798e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -12647988.000000 Penalty: 3730.148682
	Iteration 17Q: 3 clusters Score -1.264799e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -12647902.000000 Penalty: 3730.148682
	Iteration 18Q: 3 clusters Score -1.26479e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -12647800.000000 Penalty: 3730.148682
	Iteration 19Q: 3 clusters Score -1.26478e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -12647454.000000 Penalty: 3730.148682
	Iteration 20F: 3 clusters Score -1.264745e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -12647313.000000 Penalty: 3730.148682
	Iteration 21Q: 3 clusters Score -1.264731e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -12647105.000000 Penalty: 3730.148682
	Iteration 22Q: 3 clusters Score -1.26471e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -12646874.000000 Penalty: 3730.148682
	Iteration 23Q: 3 clusters Score -1.264687e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -12646662.000000 Penalty: 3730.148682
	Iteration 24Q: 3 clusters Score -1.264666e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -12646455.000000 Penalty: 3730.148682
	Iteration 25Q: 3 clusters Score -1.264646e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -12646105.000000 Penalty: 3730.148682
	Iteration 26Q: 3 clusters Score -1.26461e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -12645919.000000 Penalty: 3730.148682
	Iteration 27Q: 3 clusters Score -1.264592e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -12645649.000000 Penalty: 3730.148682
	Iteration 28Q: 3 clusters Score -1.264565e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -12645443.000000 Penalty: 3730.148682
	Iteration 29Q: 3 clusters Score -1.264544e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -12645229.000000 Penalty: 3730.148682
	Iteration 30Q: 3 clusters Score -1.264523e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -12644982.000000 Penalty: 3730.148682
	Iteration 31Q: 3 clusters Score -1.264498e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -12644851.000000 Penalty: 3730.148682
	Iteration 32Q: 3 clusters Score -1.264485e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -12644764.000000 Penalty: 3730.148682
	Iteration 33Q: 3 clusters Score -1.264476e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -12644708.000000 Penalty: 3730.148682
	Iteration 34Q: 3 clusters Score -1.264471e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -12644618.000000 Penalty: 3730.148682
	Iteration 35Q: 3 clusters Score -1.264462e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -12644588.000000 Penalty: 3730.148682
	Iteration 36Q: 3 clusters Score -1.264459e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -12644522.000000 Penalty: 3730.148682
	Iteration 37Q: 3 clusters Score -1.264452e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -12644421.000000 Penalty: 3730.148682
	Iteration 38Q: 3 clusters Score -1.264442e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -12644367.000000 Penalty: 3730.148682
	Iteration 39Q: 3 clusters Score -1.264437e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -12644406.000000 Penalty: 3730.148682
	Iteration 40F: 3 clusters Score -1.264441e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -12644295.000000 Penalty: 3730.148682
	Iteration 41Q: 3 clusters Score -1.26443e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -12644211.000000 Penalty: 3730.148682
	Iteration 42Q: 3 clusters Score -1.264421e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -12644125.000000 Penalty: 3730.148682
	Iteration 43Q: 3 clusters Score -1.264412e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -12644070.000000 Penalty: 3730.148682
	Iteration 44Q: 3 clusters Score -1.264407e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -12644014.000000 Penalty: 3730.148682
	Iteration 45Q: 3 clusters Score -1.264401e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -12643961.000000 Penalty: 3730.148682
	Iteration 46Q: 3 clusters Score -1.264396e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -12643933.000000 Penalty: 3730.148682
	Iteration 47Q: 3 clusters Score -1.264393e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -12643923.000000 Penalty: 3730.148682
	Iteration 48Q: 3 clusters Score -1.264392e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -12643870.000000 Penalty: 3730.148682
	Iteration 49Q: 3 clusters Score -1.264387e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -12643861.000000 Penalty: 3730.148682
	Iteration 50Q: 3 clusters Score -1.264386e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -12643808.000000 Penalty: 3730.148682
	Iteration 51Q: 3 clusters Score -1.264381e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -12643806.000000 Penalty: 3730.148682
	Iteration 52Q: 3 clusters Score -1.264381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -12643776.000000 Penalty: 3730.148682
	Iteration 53Q: 3 clusters Score -1.264378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -12643728.000000 Penalty: 3730.148682
	Iteration 54Q: 3 clusters Score -1.264373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -12643723.000000 Penalty: 3730.148682
	Iteration 55Q: 3 clusters Score -1.264372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -12643692.000000 Penalty: 3730.148682
	Iteration 56Q: 3 clusters Score -1.264369e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -12643707.000000 Penalty: 3730.148682
	Iteration 57Q: 3 clusters Score -1.264371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -12643680.000000 Penalty: 3730.148682
	Iteration 58Q: 3 clusters Score -1.264368e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -12643677.000000 Penalty: 3730.148682
	Iteration 59Q: 3 clusters Score -1.264368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -12643694.000000 Penalty: 3730.148682
	Iteration 60F: 3 clusters Score -1.264369e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -12643678.000000 Penalty: 3730.148682
	Iteration 61Q: 3 clusters Score -1.264368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -12643690.000000 Penalty: 3730.148682
	Iteration 62Q: 3 clusters Score -1.264369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -12643687.000000 Penalty: 3730.148682
	Iteration 63Q: 3 clusters Score -1.264369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -12643684.000000 Penalty: 3730.148682
	Iteration 64Q: 3 clusters Score -1.264368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -12643676.000000 Penalty: 3730.148682
	Iteration 65Q: 3 clusters Score -1.264368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -12643682.000000 Penalty: 3730.148682
	Iteration 66Q: 3 clusters Score -1.264368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -12643682.000000 Penalty: 3730.148682
	Iteration 67Q: 3 clusters Score -1.264368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -12643666.000000 Penalty: 3730.148682
	Iteration 68Q: 3 clusters Score -1.264367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -12643670.000000 Penalty: 3730.148682
	Iteration 69Q: 3 clusters Score -1.264367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -12643651.000000 Penalty: 3730.148682
	Iteration 70Q: 3 clusters Score -1.264365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -12643664.000000 Penalty: 3730.148682
	Iteration 71Q: 3 clusters Score -1.264366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -12643670.000000 Penalty: 3730.148682
	Iteration 72Q: 3 clusters Score -1.264367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -12643666.000000 Penalty: 3730.148682
	Iteration 73Q: 3 clusters Score -1.264367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -12643646.000000 Penalty: 3730.148682
	Iteration 74Q: 3 clusters Score -1.264365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -12643641.000000 Penalty: 3730.148682
	Iteration 75Q: 3 clusters Score -1.264364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -12643640.000000 Penalty: 3730.148682
	Iteration 76Q: 3 clusters Score -1.264364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -12643632.000000 Penalty: 3730.148682
	Iteration 77Q: 3 clusters Score -1.264363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -12643642.000000 Penalty: 3730.148682
	Iteration 78Q: 3 clusters Score -1.264364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -12643647.000000 Penalty: 3730.148682
	Iteration 79Q: 3 clusters Score -1.264365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -12643647.000000 Penalty: 3730.148682
	Iteration 80F: 3 clusters Score -1.264365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 24093 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 141326 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Entering Unmasked Estep 
Score: -127591640.000000 Penalty: 49392.488281
Splitting cluster 6 changes total score from -127555288.000000 to -127591640.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (24093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Entering Unmasked Estep 
Score: -3031621.000000 Penalty: 1639.572510
	Iteration 0F: 2 clusters Score -3031621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3015203.000000 Penalty: 3279.145020
	Iteration 0F: 3 clusters Score -3015203 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3021992.250000 Penalty: 3279.145020
	Iteration 1F: 3 clusters Score -3021992 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3022920.000000 Penalty: 3279.145020
	Iteration 2F: 3 clusters Score -3022920 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3023895.250000 Penalty: 3279.145020
	Iteration 3F: 3 clusters Score -3023895 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3024952.750000 Penalty: 3279.145020
	Iteration 4F: 3 clusters Score -3024953 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3026092.750000 Penalty: 3279.145020
	Iteration 5F: 3 clusters Score -3026093 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3027085.500000 Penalty: 3279.145020
	Iteration 6F: 3 clusters Score -3027086 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3027809.250000 Penalty: 3279.145020
	Iteration 7Q: 3 clusters Score -3027809 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3028408.000000 Penalty: 3279.145020
	Iteration 8Q: 3 clusters Score -3028408 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3028936.500000 Penalty: 3279.145020
	Iteration 9Q: 3 clusters Score -3028936 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3029461.250000 Penalty: 3279.145020
	Iteration 10Q: 3 clusters Score -3029461 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3029870.500000 Penalty: 3279.145020
	Iteration 11Q: 3 clusters Score -3029870 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3030120.500000 Penalty: 3279.145020
	Iteration 12Q: 3 clusters Score -3030120 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3030233.500000 Penalty: 3279.145020
	Iteration 13Q: 3 clusters Score -3030234 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3030315.750000 Penalty: 3279.145020
	Iteration 14Q: 3 clusters Score -3030316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3030352.500000 Penalty: 3279.145020
	Iteration 15Q: 3 clusters Score -3030352 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3030388.000000 Penalty: 3279.145020
	Iteration 16Q: 3 clusters Score -3030388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3030419.750000 Penalty: 3279.145020
	Iteration 17Q: 3 clusters Score -3030420 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3030443.500000 Penalty: 3279.145020
	Iteration 18Q: 3 clusters Score -3030444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3030486.000000 Penalty: 3279.145020
	Iteration 19Q: 3 clusters Score -3030486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3030509.250000 Penalty: 3279.145020
	Iteration 20F: 3 clusters Score -3030509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3030536.750000 Penalty: 3279.145020
	Iteration 21Q: 3 clusters Score -3030537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3030575.750000 Penalty: 3279.145020
	Iteration 22Q: 3 clusters Score -3030576 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3030622.750000 Penalty: 3279.145020
	Iteration 23Q: 3 clusters Score -3030623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3030658.500000 Penalty: 3279.145020
	Iteration 24Q: 3 clusters Score -3030658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3030690.250000 Penalty: 3279.145020
	Iteration 25Q: 3 clusters Score -3030690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3030732.750000 Penalty: 3279.145020
	Iteration 26Q: 3 clusters Score -3030733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3030768.250000 Penalty: 3279.145020
	Iteration 27Q: 3 clusters Score -3030768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3030782.500000 Penalty: 3279.145020
	Iteration 28Q: 3 clusters Score -3030782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3030795.000000 Penalty: 3279.145020
	Iteration 29Q: 3 clusters Score -3030795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3030802.750000 Penalty: 3279.145020
	Iteration 30Q: 3 clusters Score -3030803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3030816.750000 Penalty: 3279.145020
	Iteration 31Q: 3 clusters Score -3030817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3030818.750000 Penalty: 3279.145020
	Iteration 32Q: 3 clusters Score -3030819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3030829.250000 Penalty: 3279.145020
	Iteration 33Q: 3 clusters Score -3030829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3030842.250000 Penalty: 3279.145020
	Iteration 34Q: 3 clusters Score -3030842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3030843.250000 Penalty: 3279.145020
	Iteration 35Q: 3 clusters Score -3030843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3030844.000000 Penalty: 3279.145020
	Iteration 36Q: 3 clusters Score -3030844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3030852.750000 Penalty: 3279.145020
	Iteration 37Q: 3 clusters Score -3030853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3030864.500000 Penalty: 3279.145020
	Iteration 38Q: 3 clusters Score -3030864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3030875.750000 Penalty: 3279.145020
	Iteration 39Q: 3 clusters Score -3030876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3030874.500000 Penalty: 3279.145020
	Iteration 40F: 3 clusters Score -3030874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3030884.250000 Penalty: 3279.145020
	Iteration 41Q: 3 clusters Score -3030884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3030886.250000 Penalty: 3279.145020
	Iteration 42Q: 3 clusters Score -3030886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3030881.750000 Penalty: 3279.145020
	Iteration 43Q: 3 clusters Score -3030882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3030877.500000 Penalty: 3279.145020
	Iteration 44Q: 3 clusters Score -3030878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3030878.750000 Penalty: 3279.145020
	Iteration 45Q: 3 clusters Score -3030879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3030889.250000 Penalty: 3279.145020
	Iteration 46Q: 3 clusters Score -3030889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3030889.500000 Penalty: 3279.145020
	Iteration 47Q: 3 clusters Score -3030890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3030887.750000 Penalty: 3279.145020
	Iteration 48Q: 3 clusters Score -3030888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3030893.500000 Penalty: 3279.145020
	Iteration 49Q: 3 clusters Score -3030894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3030907.250000 Penalty: 3279.145020
	Iteration 50Q: 3 clusters Score -3030907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3030950.000000 Penalty: 3279.145020
	Iteration 51Q: 3 clusters Score -3030950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3030993.500000 Penalty: 3279.145020
	Iteration 52Q: 3 clusters Score -3030994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3031041.250000 Penalty: 3279.145020
	Iteration 53Q: 3 clusters Score -3031041 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3031127.500000 Penalty: 3279.145020
	Iteration 54Q: 3 clusters Score -3031128 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3031254.000000 Penalty: 3279.145020
	Iteration 55Q: 3 clusters Score -3031254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3031396.500000 Penalty: 3279.145020
	Iteration 56Q: 3 clusters Score -3031396 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3031484.750000 Penalty: 3279.145020
	Iteration 57Q: 3 clusters Score -3031485 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3031553.750000 Penalty: 3279.145020
	Iteration 58Q: 3 clusters Score -3031554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3031584.750000 Penalty: 3279.145020
	Iteration 59Q: 3 clusters Score -3031585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3031752.500000 Penalty: 3279.145020
	Iteration 60F: 3 clusters Score -3031752 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3031867.000000 Penalty: 3279.145020
	Iteration 61Q: 3 clusters Score -3031867 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3031944.000000 Penalty: 3279.145020
	Iteration 62Q: 3 clusters Score -3031944 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3032021.500000 Penalty: 3279.145020
	Iteration 63Q: 3 clusters Score -3032022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3032087.500000 Penalty: 3279.145020
	Iteration 64Q: 3 clusters Score -3032088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3032137.750000 Penalty: 3279.145020
	Iteration 65Q: 3 clusters Score -3032138 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3032187.250000 Penalty: 3279.145020
	Iteration 66Q: 3 clusters Score -3032187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3032241.500000 Penalty: 3279.145020
	Iteration 67Q: 3 clusters Score -3032242 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3032287.750000 Penalty: 3279.145020
	Iteration 68Q: 3 clusters Score -3032288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3032337.000000 Penalty: 3279.145020
	Iteration 69Q: 3 clusters Score -3032337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3032369.250000 Penalty: 3279.145020
	Iteration 70Q: 3 clusters Score -3032369 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3032405.750000 Penalty: 3279.145020
	Iteration 71Q: 3 clusters Score -3032406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3032420.500000 Penalty: 3279.145020
	Iteration 72Q: 3 clusters Score -3032420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3032453.750000 Penalty: 3279.145020
	Iteration 73Q: 3 clusters Score -3032454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3032501.250000 Penalty: 3279.145020
	Iteration 74Q: 3 clusters Score -3032501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3032518.000000 Penalty: 3279.145020
	Iteration 75Q: 3 clusters Score -3032518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3032524.250000 Penalty: 3279.145020
	Iteration 76Q: 3 clusters Score -3032524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3032532.500000 Penalty: 3279.145020
	Iteration 77Q: 3 clusters Score -3032532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3032540.000000 Penalty: 3279.145020
	Iteration 78Q: 3 clusters Score -3032540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3032549.500000 Penalty: 3279.145020
	Iteration 79Q: 3 clusters Score -3032550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3032566.500000 Penalty: 3279.145020
	Iteration 80F: 3 clusters Score -3032566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3032588.500000 Penalty: 3279.145020
	Iteration 81Q: 3 clusters Score -3032588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3032627.750000 Penalty: 3279.145020
	Iteration 82Q: 3 clusters Score -3032628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3032678.000000 Penalty: 3279.145020
	Iteration 83Q: 3 clusters Score -3032678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3032725.000000 Penalty: 3279.145020
	Iteration 84Q: 3 clusters Score -3032725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3032828.750000 Penalty: 3279.145020
	Iteration 85Q: 3 clusters Score -3032829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3032930.250000 Penalty: 3279.145020
	Iteration 86Q: 3 clusters Score -3032930 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3033011.750000 Penalty: 3279.145020
	Iteration 87Q: 3 clusters Score -3033012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3033059.750000 Penalty: 3279.145020
	Iteration 88Q: 3 clusters Score -3033060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3033092.000000 Penalty: 3279.145020
	Iteration 89Q: 3 clusters Score -3033092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3033105.500000 Penalty: 3279.145020
	Iteration 90Q: 3 clusters Score -3033106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3033134.000000 Penalty: 3279.145020
	Iteration 91Q: 3 clusters Score -3033134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3033168.750000 Penalty: 3279.145020
	Iteration 92Q: 3 clusters Score -3033169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3033235.250000 Penalty: 3279.145020
	Iteration 93Q: 3 clusters Score -3033235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3033267.500000 Penalty: 3279.145020
	Iteration 94Q: 3 clusters Score -3033268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3033280.750000 Penalty: 3279.145020
	Iteration 95Q: 3 clusters Score -3033281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3033279.750000 Penalty: 3279.145020
	Iteration 96Q: 3 clusters Score -3033280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3033280.500000 Penalty: 3279.145020
	Iteration 97Q: 3 clusters Score -3033280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3033282.500000 Penalty: 3279.145020
	Iteration 98Q: 3 clusters Score -3033282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3033283.750000 Penalty: 3279.145020
	Iteration 99Q: 3 clusters Score -3033284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3033283.750000 Penalty: 3279.145020
	Iteration 100F: 3 clusters Score -3033284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 141326 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Entering Unmasked Estep 
Score: -127592608.000000 Penalty: 51637.597656
Splitting cluster 7 changes total score from -127555288.000000 to -127592608.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -77855.398438 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -77855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76916.445312 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -76916.45 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77665.140625 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -77665.14 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78066.531250 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -78066.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -78333.718750 Penalty: 2176.134521
	Iteration 3F: 3 clusters Score -78333.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -78415.515625 Penalty: 2176.134521
	Iteration 4Q: 3 clusters Score -78415.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -78544.750000 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -78544.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78583.085938 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -78583.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -78608.054688 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -78608.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -78625.710938 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -78625.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -78638.351562 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -78638.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78643.070312 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -78643.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78648.335938 Penalty: 2176.134521
	Iteration 11F: 3 clusters Score -78648.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -78674.453125 Penalty: 2176.134521
	Iteration 12Q: 3 clusters Score -78674.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78678.687500 Penalty: 2176.134521
	Iteration 13Q: 3 clusters Score -78678.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78691.664062 Penalty: 2176.134521
	Iteration 14Q: 3 clusters Score -78691.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78694.468750 Penalty: 2176.134521
	Iteration 15Q: 3 clusters Score -78694.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78696.187500 Penalty: 2176.134521
	Iteration 16F: 3 clusters Score -78696.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -78709.960938 Penalty: 2176.134521
	Iteration 17Q: 3 clusters Score -78709.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -78731.265625 Penalty: 2176.134521
	Iteration 18Q: 3 clusters Score -78731.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -78760.953125 Penalty: 2176.134521
	Iteration 19Q: 3 clusters Score -78760.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -78781.765625 Penalty: 2176.134521
	Iteration 20F: 3 clusters Score -78781.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78804.312500 Penalty: 2176.134521
	Iteration 21Q: 3 clusters Score -78804.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78833.257812 Penalty: 2176.134521
	Iteration 22Q: 3 clusters Score -78833.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -78835.039062 Penalty: 2176.134521
	Iteration 23Q: 3 clusters Score -78835.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -78835.828125 Penalty: 2176.134521
	Iteration 24Q: 3 clusters Score -78835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -78835.828125 Penalty: 2176.134521
	Iteration 25F: 3 clusters Score -78835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 141326 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 645 members 
Entering Unmasked Estep 
Score: -127592792.000000 Penalty: 53882.710938
Splitting cluster 8 changes total score from -127555288.000000 to -127592792.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (88610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Entering Unmasked Estep 
Score: -11329604.000000 Penalty: 1851.200073
	Iteration 0F: 2 clusters Score -1.13296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -11270656.000000 Penalty: 3702.400146
	Iteration 0F: 3 clusters Score -1.127066e+07 nChanged 42193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -11295712.000000 Penalty: 3702.400146
	Iteration 1F: 3 clusters Score -1.129571e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -11297157.000000 Penalty: 3702.400146
	Iteration 2Q: 3 clusters Score -1.129716e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -11299150.000000 Penalty: 3702.400146
	Iteration 3Q: 3 clusters Score -1.129915e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -11302118.000000 Penalty: 3702.400146
	Iteration 4F: 3 clusters Score -1.130212e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -11305714.000000 Penalty: 3702.400146
	Iteration 5F: 3 clusters Score -1.130571e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -11309517.000000 Penalty: 3702.400146
	Iteration 6F: 3 clusters Score -1.130952e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -11312562.000000 Penalty: 3702.400146
	Iteration 7F: 3 clusters Score -1.131256e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -11314762.000000 Penalty: 3702.400146
	Iteration 8Q: 3 clusters Score -1.131476e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -11316315.000000 Penalty: 3702.400146
	Iteration 9Q: 3 clusters Score -1.131632e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -11317333.000000 Penalty: 3702.400146
	Iteration 10Q: 3 clusters Score -1.131733e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -11318145.000000 Penalty: 3702.400146
	Iteration 11Q: 3 clusters Score -1.131814e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -11318964.000000 Penalty: 3702.400146
	Iteration 12Q: 3 clusters Score -1.131896e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -11319687.000000 Penalty: 3702.400146
	Iteration 13Q: 3 clusters Score -1.131969e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -11320356.000000 Penalty: 3702.400146
	Iteration 14Q: 3 clusters Score -1.132036e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -11321235.000000 Penalty: 3702.400146
	Iteration 15Q: 3 clusters Score -1.132124e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -11322058.000000 Penalty: 3702.400146
	Iteration 16Q: 3 clusters Score -1.132206e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -11322949.000000 Penalty: 3702.400146
	Iteration 17Q: 3 clusters Score -1.132295e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -11323820.000000 Penalty: 3702.400146
	Iteration 18Q: 3 clusters Score -1.132382e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -11324655.000000 Penalty: 3702.400146
	Iteration 19Q: 3 clusters Score -1.132466e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -11325500.000000 Penalty: 3702.400146
	Iteration 20F: 3 clusters Score -1.13255e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -11326192.000000 Penalty: 3702.400146
	Iteration 21Q: 3 clusters Score -1.132619e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -11326704.000000 Penalty: 3702.400146
	Iteration 22Q: 3 clusters Score -1.13267e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -11327062.000000 Penalty: 3702.400146
	Iteration 23Q: 3 clusters Score -1.132706e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -11327294.000000 Penalty: 3702.400146
	Iteration 24Q: 3 clusters Score -1.132729e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -11327452.000000 Penalty: 3702.400146
	Iteration 25Q: 3 clusters Score -1.132745e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -11327583.000000 Penalty: 3702.400146
	Iteration 26Q: 3 clusters Score -1.132758e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -11327712.000000 Penalty: 3702.400146
	Iteration 27Q: 3 clusters Score -1.132771e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -11327794.000000 Penalty: 3702.400146
	Iteration 28Q: 3 clusters Score -1.132779e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -11327823.000000 Penalty: 3702.400146
	Iteration 29Q: 3 clusters Score -1.132782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -11327860.000000 Penalty: 3702.400146
	Iteration 30Q: 3 clusters Score -1.132786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -11327887.000000 Penalty: 3702.400146
	Iteration 31Q: 3 clusters Score -1.132789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -11327896.000000 Penalty: 3702.400146
	Iteration 32Q: 3 clusters Score -1.13279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -11327923.000000 Penalty: 3702.400146
	Iteration 33Q: 3 clusters Score -1.132792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -11327943.000000 Penalty: 3702.400146
	Iteration 34Q: 3 clusters Score -1.132794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88148 members 
Entering Unmasked Estep 
Score: -11327963.000000 Penalty: 3702.400146
	Iteration 35Q: 3 clusters Score -1.132796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -11327990.000000 Penalty: 3702.400146
	Iteration 36Q: 3 clusters Score -1.132799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -11328001.000000 Penalty: 3702.400146
	Iteration 37Q: 3 clusters Score -1.1328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -11328023.000000 Penalty: 3702.400146
	Iteration 38Q: 3 clusters Score -1.132802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -11328038.000000 Penalty: 3702.400146
	Iteration 39Q: 3 clusters Score -1.132804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -11328044.000000 Penalty: 3702.400146
	Iteration 40F: 3 clusters Score -1.132804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -11328049.000000 Penalty: 3702.400146
	Iteration 41Q: 3 clusters Score -1.132805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -11328057.000000 Penalty: 3702.400146
	Iteration 42Q: 3 clusters Score -1.132806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -11328059.000000 Penalty: 3702.400146
	Iteration 43Q: 3 clusters Score -1.132806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -11328083.000000 Penalty: 3702.400146
	Iteration 44Q: 3 clusters Score -1.132808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -11328085.000000 Penalty: 3702.400146
	Iteration 45Q: 3 clusters Score -1.132808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -11328069.000000 Penalty: 3702.400146
	Iteration 46Q: 3 clusters Score -1.132807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -11328078.000000 Penalty: 3702.400146
	Iteration 47Q: 3 clusters Score -1.132808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -11328091.000000 Penalty: 3702.400146
	Iteration 48Q: 3 clusters Score -1.132809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -11328086.000000 Penalty: 3702.400146
	Iteration 49Q: 3 clusters Score -1.132809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -11328089.000000 Penalty: 3702.400146
	Iteration 50Q: 3 clusters Score -1.132809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -11328089.000000 Penalty: 3702.400146
	Iteration 51Q: 3 clusters Score -1.132809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -11328089.000000 Penalty: 3702.400146
	Iteration 52Q: 3 clusters Score -1.132809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -11328098.000000 Penalty: 3702.400146
	Iteration 53Q: 3 clusters Score -1.13281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -11328102.000000 Penalty: 3702.400146
	Iteration 54Q: 3 clusters Score -1.13281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -11328103.000000 Penalty: 3702.400146
	Iteration 55Q: 3 clusters Score -1.13281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -11328109.000000 Penalty: 3702.400146
	Iteration 56Q: 3 clusters Score -1.132811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -11328104.000000 Penalty: 3702.400146
	Iteration 57Q: 3 clusters Score -1.13281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -11328100.000000 Penalty: 3702.400146
	Iteration 58Q: 3 clusters Score -1.13281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -11328107.000000 Penalty: 3702.400146
	Iteration 59Q: 3 clusters Score -1.132811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -11328103.000000 Penalty: 3702.400146
	Iteration 60F: 3 clusters Score -1.13281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -11328106.000000 Penalty: 3702.400146
	Iteration 61Q: 3 clusters Score -1.132811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -11328104.000000 Penalty: 3702.400146
	Iteration 62Q: 3 clusters Score -1.13281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -11328112.000000 Penalty: 3702.400146
	Iteration 63Q: 3 clusters Score -1.132811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -11328119.000000 Penalty: 3702.400146
	Iteration 64Q: 3 clusters Score -1.132812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -11328115.000000 Penalty: 3702.400146
	Iteration 65Q: 3 clusters Score -1.132812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -11328120.000000 Penalty: 3702.400146
	Iteration 66Q: 3 clusters Score -1.132812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -11328120.000000 Penalty: 3702.400146
	Iteration 67F: 3 clusters Score -1.132812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (141326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141326 members 
Entering Unmasked Estep 
Score: -18630672.000000 Penalty: 1927.058960
	Iteration 0F: 2 clusters Score -1.863067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -18577500.000000 Penalty: 3854.117920
	Iteration 0F: 3 clusters Score -1.85775e+07 nChanged 68336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -18619796.000000 Penalty: 3854.117920
	Iteration 1F: 3 clusters Score -1.86198e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -18623638.000000 Penalty: 3854.117920
	Iteration 2F: 3 clusters Score -1.862364e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -18629612.000000 Penalty: 3854.117920
	Iteration 3F: 3 clusters Score -1.862961e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -18638068.000000 Penalty: 3854.117920
	Iteration 4F: 3 clusters Score -1.863807e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -18646898.000000 Penalty: 3854.117920
	Iteration 5F: 3 clusters Score -1.86469e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -18652944.000000 Penalty: 3854.117920
	Iteration 6F: 3 clusters Score -1.865294e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -18655180.000000 Penalty: 3854.117920
	Iteration 7Q: 3 clusters Score -1.865518e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -18656108.000000 Penalty: 3854.117920
	Iteration 8Q: 3 clusters Score -1.865611e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -18656296.000000 Penalty: 3854.117920
	Iteration 9Q: 3 clusters Score -1.86563e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -18656474.000000 Penalty: 3854.117920
	Iteration 10Q: 3 clusters Score -1.865647e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -18656384.000000 Penalty: 3854.117920
	Iteration 11Q: 3 clusters Score -1.865638e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -18656498.000000 Penalty: 3854.117920
	Iteration 12Q: 3 clusters Score -1.86565e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -18656422.000000 Penalty: 3854.117920
	Iteration 13Q: 3 clusters Score -1.865642e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -18656454.000000 Penalty: 3854.117920
	Iteration 14Q: 3 clusters Score -1.865645e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -18656392.000000 Penalty: 3854.117920
	Iteration 15Q: 3 clusters Score -1.865639e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -18656446.000000 Penalty: 3854.117920
	Iteration 16Q: 3 clusters Score -1.865645e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -18656386.000000 Penalty: 3854.117920
	Iteration 17Q: 3 clusters Score -1.865639e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -18656464.000000 Penalty: 3854.117920
	Iteration 18Q: 3 clusters Score -1.865646e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -18656492.000000 Penalty: 3854.117920
	Iteration 19Q: 3 clusters Score -1.865649e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -18656432.000000 Penalty: 3854.117920
	Iteration 20F: 3 clusters Score -1.865643e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -18656444.000000 Penalty: 3854.117920
	Iteration 21Q: 3 clusters Score -1.865644e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -18656462.000000 Penalty: 3854.117920
	Iteration 22Q: 3 clusters Score -1.865646e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -18656550.000000 Penalty: 3854.117920
	Iteration 23Q: 3 clusters Score -1.865655e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -18656692.000000 Penalty: 3854.117920
	Iteration 24Q: 3 clusters Score -1.865669e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -18656836.000000 Penalty: 3854.117920
	Iteration 25Q: 3 clusters Score -1.865684e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -18657032.000000 Penalty: 3854.117920
	Iteration 26Q: 3 clusters Score -1.865703e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -18657130.000000 Penalty: 3854.117920
	Iteration 27Q: 3 clusters Score -1.865713e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -18657248.000000 Penalty: 3854.117920
	Iteration 28Q: 3 clusters Score -1.865725e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -18657432.000000 Penalty: 3854.117920
	Iteration 29Q: 3 clusters Score -1.865743e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -18657558.000000 Penalty: 3854.117920
	Iteration 30Q: 3 clusters Score -1.865756e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -18657768.000000 Penalty: 3854.117920
	Iteration 31Q: 3 clusters Score -1.865777e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -18657866.000000 Penalty: 3854.117920
	Iteration 32Q: 3 clusters Score -1.865787e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -18657956.000000 Penalty: 3854.117920
	Iteration 33Q: 3 clusters Score -1.865796e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -18658008.000000 Penalty: 3854.117920
	Iteration 34Q: 3 clusters Score -1.865801e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -18658126.000000 Penalty: 3854.117920
	Iteration 35Q: 3 clusters Score -1.865813e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -18658192.000000 Penalty: 3854.117920
	Iteration 36Q: 3 clusters Score -1.865819e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -18658274.000000 Penalty: 3854.117920
	Iteration 37Q: 3 clusters Score -1.865827e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -18658336.000000 Penalty: 3854.117920
	Iteration 38Q: 3 clusters Score -1.865834e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -18658418.000000 Penalty: 3854.117920
	Iteration 39Q: 3 clusters Score -1.865842e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -18658450.000000 Penalty: 3854.117920
	Iteration 40F: 3 clusters Score -1.865845e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -18658492.000000 Penalty: 3854.117920
	Iteration 41Q: 3 clusters Score -1.865849e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -18658518.000000 Penalty: 3854.117920
	Iteration 42Q: 3 clusters Score -1.865852e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -18658562.000000 Penalty: 3854.117920
	Iteration 43Q: 3 clusters Score -1.865856e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -18658536.000000 Penalty: 3854.117920
	Iteration 44Q: 3 clusters Score -1.865854e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -18658590.000000 Penalty: 3854.117920
	Iteration 45Q: 3 clusters Score -1.865859e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -18658654.000000 Penalty: 3854.117920
	Iteration 46Q: 3 clusters Score -1.865865e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -18658700.000000 Penalty: 3854.117920
	Iteration 47Q: 3 clusters Score -1.86587e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -18658726.000000 Penalty: 3854.117920
	Iteration 48Q: 3 clusters Score -1.865873e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -18658788.000000 Penalty: 3854.117920
	Iteration 49Q: 3 clusters Score -1.865879e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -18658834.000000 Penalty: 3854.117920
	Iteration 50Q: 3 clusters Score -1.865883e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -18658910.000000 Penalty: 3854.117920
	Iteration 51Q: 3 clusters Score -1.865891e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -18658942.000000 Penalty: 3854.117920
	Iteration 52Q: 3 clusters Score -1.865894e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -18658984.000000 Penalty: 3854.117920
	Iteration 53Q: 3 clusters Score -1.865898e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -18659024.000000 Penalty: 3854.117920
	Iteration 54Q: 3 clusters Score -1.865902e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -18659052.000000 Penalty: 3854.117920
	Iteration 55Q: 3 clusters Score -1.865905e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -18659102.000000 Penalty: 3854.117920
	Iteration 56Q: 3 clusters Score -1.86591e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -18659168.000000 Penalty: 3854.117920
	Iteration 57Q: 3 clusters Score -1.865917e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -18659292.000000 Penalty: 3854.117920
	Iteration 58Q: 3 clusters Score -1.865929e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -18659366.000000 Penalty: 3854.117920
	Iteration 59Q: 3 clusters Score -1.865937e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -18659424.000000 Penalty: 3854.117920
	Iteration 60F: 3 clusters Score -1.865942e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -18659456.000000 Penalty: 3854.117920
	Iteration 61Q: 3 clusters Score -1.865946e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -18659486.000000 Penalty: 3854.117920
	Iteration 62Q: 3 clusters Score -1.865949e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -18659590.000000 Penalty: 3854.117920
	Iteration 63Q: 3 clusters Score -1.865959e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -18659628.000000 Penalty: 3854.117920
	Iteration 64Q: 3 clusters Score -1.865963e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -18659612.000000 Penalty: 3854.117920
	Iteration 65Q: 3 clusters Score -1.865961e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -18659680.000000 Penalty: 3854.117920
	Iteration 66Q: 3 clusters Score -1.865968e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -18659708.000000 Penalty: 3854.117920
	Iteration 67Q: 3 clusters Score -1.865971e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -18659786.000000 Penalty: 3854.117920
	Iteration 68Q: 3 clusters Score -1.865979e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -18659786.000000 Penalty: 3854.117920
	Iteration 69Q: 3 clusters Score -1.865979e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -18659870.000000 Penalty: 3854.117920
	Iteration 70Q: 3 clusters Score -1.865987e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -18659950.000000 Penalty: 3854.117920
	Iteration 71Q: 3 clusters Score -1.865995e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -18660056.000000 Penalty: 3854.117920
	Iteration 72Q: 3 clusters Score -1.866006e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -18660054.000000 Penalty: 3854.117920
	Iteration 73Q: 3 clusters Score -1.866005e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -18660092.000000 Penalty: 3854.117920
	Iteration 74Q: 3 clusters Score -1.866009e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -18660118.000000 Penalty: 3854.117920
	Iteration 75Q: 3 clusters Score -1.866012e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -18660118.000000 Penalty: 3854.117920
	Iteration 76Q: 3 clusters Score -1.866012e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -18660164.000000 Penalty: 3854.117920
	Iteration 77Q: 3 clusters Score -1.866016e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -18660142.000000 Penalty: 3854.117920
	Iteration 78Q: 3 clusters Score -1.866014e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -18660178.000000 Penalty: 3854.117920
	Iteration 79Q: 3 clusters Score -1.866018e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -18660216.000000 Penalty: 3854.117920
	Iteration 80F: 3 clusters Score -1.866022e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -18660280.000000 Penalty: 3854.117920
	Iteration 81Q: 3 clusters Score -1.866028e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -18660312.000000 Penalty: 3854.117920
	Iteration 82Q: 3 clusters Score -1.866031e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -18660302.000000 Penalty: 3854.117920
	Iteration 83Q: 3 clusters Score -1.86603e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -18660286.000000 Penalty: 3854.117920
	Iteration 84Q: 3 clusters Score -1.866029e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -18660292.000000 Penalty: 3854.117920
	Iteration 85Q: 3 clusters Score -1.866029e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -18660320.000000 Penalty: 3854.117920
	Iteration 86Q: 3 clusters Score -1.866032e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -18660292.000000 Penalty: 3854.117920
	Iteration 87Q: 3 clusters Score -1.866029e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -18660316.000000 Penalty: 3854.117920
	Iteration 88Q: 3 clusters Score -1.866032e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 3854.117920
	Iteration 89Q: 3 clusters Score -1.866033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -18660352.000000 Penalty: 3854.117920
	Iteration 90Q: 3 clusters Score -1.866035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -18660366.000000 Penalty: 3854.117920
	Iteration 91Q: 3 clusters Score -1.866037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 92Q: 3 clusters Score -1.866036e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -18660332.000000 Penalty: 3854.117920
	Iteration 93Q: 3 clusters Score -1.866033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 3854.117920
	Iteration 94Q: 3 clusters Score -1.866033e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3854.117920
	Iteration 95Q: 3 clusters Score -1.866035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 3854.117920
	Iteration 96Q: 3 clusters Score -1.866033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 97Q: 3 clusters Score -1.866035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3854.117920
	Iteration 98Q: 3 clusters Score -1.866036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 99Q: 3 clusters Score -1.866036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -18660344.000000 Penalty: 3854.117920
	Iteration 100F: 3 clusters Score -1.866034e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3854.117920
	Iteration 101Q: 3 clusters Score -1.866036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -18660344.000000 Penalty: 3854.117920
	Iteration 102Q: 3 clusters Score -1.866034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18660330.000000 Penalty: 3854.117920
	Iteration 103Q: 3 clusters Score -1.866033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 3854.117920
	Iteration 104Q: 3 clusters Score -1.866033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -18660314.000000 Penalty: 3854.117920
	Iteration 105Q: 3 clusters Score -1.866031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660326.000000 Penalty: 3854.117920
	Iteration 106Q: 3 clusters Score -1.866033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -18660330.000000 Penalty: 3854.117920
	Iteration 107Q: 3 clusters Score -1.866033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -18660334.000000 Penalty: 3854.117920
	Iteration 108Q: 3 clusters Score -1.866033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -18660322.000000 Penalty: 3854.117920
	Iteration 109Q: 3 clusters Score -1.866032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -18660328.000000 Penalty: 3854.117920
	Iteration 110Q: 3 clusters Score -1.866033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -18660310.000000 Penalty: 3854.117920
	Iteration 111Q: 3 clusters Score -1.866031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -18660312.000000 Penalty: 3854.117920
	Iteration 112Q: 3 clusters Score -1.866031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -18660308.000000 Penalty: 3854.117920
	Iteration 113Q: 3 clusters Score -1.866031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -18660308.000000 Penalty: 3854.117920
	Iteration 114Q: 3 clusters Score -1.866031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660310.000000 Penalty: 3854.117920
	Iteration 115Q: 3 clusters Score -1.866031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -18660336.000000 Penalty: 3854.117920
	Iteration 116Q: 3 clusters Score -1.866034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 117Q: 3 clusters Score -1.866034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -18660358.000000 Penalty: 3854.117920
	Iteration 118Q: 3 clusters Score -1.866036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 119Q: 3 clusters Score -1.866035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3854.117920
	Iteration 120F: 3 clusters Score -1.866035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 121Q: 3 clusters Score -1.866036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3854.117920
	Iteration 122Q: 3 clusters Score -1.866035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -18660358.000000 Penalty: 3854.117920
	Iteration 123Q: 3 clusters Score -1.866036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 124Q: 3 clusters Score -1.866035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -18660344.000000 Penalty: 3854.117920
	Iteration 125Q: 3 clusters Score -1.866034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 126Q: 3 clusters Score -1.866034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -18660346.000000 Penalty: 3854.117920
	Iteration 127Q: 3 clusters Score -1.866035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 128Q: 3 clusters Score -1.866034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660344.000000 Penalty: 3854.117920
	Iteration 129Q: 3 clusters Score -1.866034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660340.000000 Penalty: 3854.117920
	Iteration 130Q: 3 clusters Score -1.866034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 131Q: 3 clusters Score -1.866035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -18660350.000000 Penalty: 3854.117920
	Iteration 132Q: 3 clusters Score -1.866035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 133Q: 3 clusters Score -1.866036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660358.000000 Penalty: 3854.117920
	Iteration 134Q: 3 clusters Score -1.866036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 135Q: 3 clusters Score -1.866034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -18660350.000000 Penalty: 3854.117920
	Iteration 136Q: 3 clusters Score -1.866035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660338.000000 Penalty: 3854.117920
	Iteration 137Q: 3 clusters Score -1.866034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -18660332.000000 Penalty: 3854.117920
	Iteration 138Q: 3 clusters Score -1.866033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18660336.000000 Penalty: 3854.117920
	Iteration 139Q: 3 clusters Score -1.866034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18660332.000000 Penalty: 3854.117920
	Iteration 140F: 3 clusters Score -1.866033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 141Q: 3 clusters Score -1.866034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18660338.000000 Penalty: 3854.117920
	Iteration 142Q: 3 clusters Score -1.866034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 143Q: 3 clusters Score -1.866034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -18660336.000000 Penalty: 3854.117920
	Iteration 144Q: 3 clusters Score -1.866034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -18660336.000000 Penalty: 3854.117920
	Iteration 145Q: 3 clusters Score -1.866034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 146Q: 3 clusters Score -1.866034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -18660350.000000 Penalty: 3854.117920
	Iteration 147Q: 3 clusters Score -1.866035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 148Q: 3 clusters Score -1.866036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 149Q: 3 clusters Score -1.866036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3854.117920
	Iteration 150Q: 3 clusters Score -1.866035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -18660350.000000 Penalty: 3854.117920
	Iteration 151Q: 3 clusters Score -1.866035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -18660336.000000 Penalty: 3854.117920
	Iteration 152Q: 3 clusters Score -1.866034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -18660342.000000 Penalty: 3854.117920
	Iteration 153Q: 3 clusters Score -1.866034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -18660330.000000 Penalty: 3854.117920
	Iteration 154Q: 3 clusters Score -1.866033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -18660340.000000 Penalty: 3854.117920
	Iteration 155Q: 3 clusters Score -1.866034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -18660340.000000 Penalty: 3854.117920
	Iteration 156Q: 3 clusters Score -1.866034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -18660344.000000 Penalty: 3854.117920
	Iteration 157Q: 3 clusters Score -1.866034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 158Q: 3 clusters Score -1.866035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -18660346.000000 Penalty: 3854.117920
	Iteration 159Q: 3 clusters Score -1.866035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -18660336.000000 Penalty: 3854.117920
	Iteration 160F: 3 clusters Score -1.866034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -18660346.000000 Penalty: 3854.117920
	Iteration 161Q: 3 clusters Score -1.866035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -18660352.000000 Penalty: 3854.117920
	Iteration 162Q: 3 clusters Score -1.866035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -18660360.000000 Penalty: 3854.117920
	Iteration 163Q: 3 clusters Score -1.866036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -18660364.000000 Penalty: 3854.117920
	Iteration 164Q: 3 clusters Score -1.866036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -18660360.000000 Penalty: 3854.117920
	Iteration 165Q: 3 clusters Score -1.866036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3854.117920
	Iteration 166Q: 3 clusters Score -1.866036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 167Q: 3 clusters Score -1.866035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 168Q: 3 clusters Score -1.866035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -18660348.000000 Penalty: 3854.117920
	Iteration 169Q: 3 clusters Score -1.866035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -18660358.000000 Penalty: 3854.117920
	Iteration 170Q: 3 clusters Score -1.866036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -18660352.000000 Penalty: 3854.117920
	Iteration 171Q: 3 clusters Score -1.866035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3854.117920
	Iteration 172Q: 3 clusters Score -1.866036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3854.117920
	Iteration 173Q: 3 clusters Score -1.866036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -18660354.000000 Penalty: 3854.117920
	Iteration 174Q: 3 clusters Score -1.866035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -18660362.000000 Penalty: 3854.117920
	Iteration 175Q: 3 clusters Score -1.866036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -18660366.000000 Penalty: 3854.117920
	Iteration 176Q: 3 clusters Score -1.866037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 177Q: 3 clusters Score -1.866036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -18660356.000000 Penalty: 3854.117920
	Iteration 178F: 3 clusters Score -1.866036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 70862 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 70464 members 
Entering Unmasked Estep 
Score: -127624728.000000 Penalty: 56127.824219
Splitting cluster 10 changes total score from -127555288.000000 to -127624728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (12006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Entering Unmasked Estep 
Score: -1505072.750000 Penalty: 1526.388794
	Iteration 0F: 2 clusters Score -1505073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1496649.750000 Penalty: 3052.777588
	Iteration 0F: 3 clusters Score -1496650 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1499614.125000 Penalty: 3052.777588
	Iteration 1F: 3 clusters Score -1499614 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1499929.500000 Penalty: 3052.777588
	Iteration 2F: 3 clusters Score -1499930 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1500182.000000 Penalty: 3052.777588
	Iteration 3F: 3 clusters Score -1500182 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1500413.125000 Penalty: 3052.777588
	Iteration 4Q: 3 clusters Score -1500413 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1500622.625000 Penalty: 3052.777588
	Iteration 5Q: 3 clusters Score -1500623 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1500846.375000 Penalty: 3052.777588
	Iteration 6Q: 3 clusters Score -1500846 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1501109.625000 Penalty: 3052.777588
	Iteration 7Q: 3 clusters Score -1501110 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1501412.750000 Penalty: 3052.777588
	Iteration 8Q: 3 clusters Score -1501413 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1501723.875000 Penalty: 3052.777588
	Iteration 9Q: 3 clusters Score -1501724 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1502028.750000 Penalty: 3052.777588
	Iteration 10Q: 3 clusters Score -1502029 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1502333.375000 Penalty: 3052.777588
	Iteration 11Q: 3 clusters Score -1502333 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1502608.000000 Penalty: 3052.777588
	Iteration 12Q: 3 clusters Score -1502608 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1502815.625000 Penalty: 3052.777588
	Iteration 13Q: 3 clusters Score -1502816 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1502970.625000 Penalty: 3052.777588
	Iteration 14Q: 3 clusters Score -1502971 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1503115.250000 Penalty: 3052.777588
	Iteration 15Q: 3 clusters Score -1503115 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1503248.375000 Penalty: 3052.777588
	Iteration 16Q: 3 clusters Score -1503248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1503359.250000 Penalty: 3052.777588
	Iteration 17Q: 3 clusters Score -1503359 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1503446.125000 Penalty: 3052.777588
	Iteration 18Q: 3 clusters Score -1503446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1503512.875000 Penalty: 3052.777588
	Iteration 19Q: 3 clusters Score -1503513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1503573.875000 Penalty: 3052.777588
	Iteration 20F: 3 clusters Score -1503574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1503621.000000 Penalty: 3052.777588
	Iteration 21Q: 3 clusters Score -1503621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1503641.625000 Penalty: 3052.777588
	Iteration 22Q: 3 clusters Score -1503642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1503658.000000 Penalty: 3052.777588
	Iteration 23Q: 3 clusters Score -1503658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1503674.750000 Penalty: 3052.777588
	Iteration 24Q: 3 clusters Score -1503675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1503695.500000 Penalty: 3052.777588
	Iteration 25Q: 3 clusters Score -1503696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1503721.375000 Penalty: 3052.777588
	Iteration 26Q: 3 clusters Score -1503721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1503743.500000 Penalty: 3052.777588
	Iteration 27Q: 3 clusters Score -1503744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1503761.625000 Penalty: 3052.777588
	Iteration 28Q: 3 clusters Score -1503762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1503771.750000 Penalty: 3052.777588
	Iteration 29Q: 3 clusters Score -1503772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1503782.000000 Penalty: 3052.777588
	Iteration 30Q: 3 clusters Score -1503782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1503790.625000 Penalty: 3052.777588
	Iteration 31Q: 3 clusters Score -1503791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1503796.250000 Penalty: 3052.777588
	Iteration 32Q: 3 clusters Score -1503796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1503802.875000 Penalty: 3052.777588
	Iteration 33Q: 3 clusters Score -1503803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1503806.125000 Penalty: 3052.777588
	Iteration 34Q: 3 clusters Score -1503806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1503809.125000 Penalty: 3052.777588
	Iteration 35Q: 3 clusters Score -1503809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1503811.250000 Penalty: 3052.777588
	Iteration 36Q: 3 clusters Score -1503811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1503814.000000 Penalty: 3052.777588
	Iteration 37Q: 3 clusters Score -1503814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1503812.250000 Penalty: 3052.777588
	Iteration 38Q: 3 clusters Score -1503812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1503812.250000 Penalty: 3052.777588
	Iteration 39F: 3 clusters Score -1503812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Entering Unmasked Estep 
Score: -2498574.500000 Penalty: 1597.489014
	Iteration 0F: 2 clusters Score -2498574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2485752.750000 Penalty: 3194.978027
	Iteration 0F: 3 clusters Score -2485753 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2490387.750000 Penalty: 3194.978027
	Iteration 1F: 3 clusters Score -2490388 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2490732.500000 Penalty: 3194.978027
	Iteration 2F: 3 clusters Score -2490732 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2491113.250000 Penalty: 3194.978027
	Iteration 3Q: 3 clusters Score -2491113 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2491520.500000 Penalty: 3194.978027
	Iteration 4Q: 3 clusters Score -2491520 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2492012.000000 Penalty: 3194.978027
	Iteration 5F: 3 clusters Score -2492012 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2492640.750000 Penalty: 3194.978027
	Iteration 6F: 3 clusters Score -2492641 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2493463.750000 Penalty: 3194.978027
	Iteration 7F: 3 clusters Score -2493464 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2494399.250000 Penalty: 3194.978027
	Iteration 8F: 3 clusters Score -2494399 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2495222.500000 Penalty: 3194.978027
	Iteration 9Q: 3 clusters Score -2495222 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2495806.500000 Penalty: 3194.978027
	Iteration 10Q: 3 clusters Score -2495806 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2496162.250000 Penalty: 3194.978027
	Iteration 11Q: 3 clusters Score -2496162 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2496381.750000 Penalty: 3194.978027
	Iteration 12Q: 3 clusters Score -2496382 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2496525.000000 Penalty: 3194.978027
	Iteration 13Q: 3 clusters Score -2496525 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2496633.250000 Penalty: 3194.978027
	Iteration 14Q: 3 clusters Score -2496633 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2496712.750000 Penalty: 3194.978027
	Iteration 15Q: 3 clusters Score -2496713 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2496783.750000 Penalty: 3194.978027
	Iteration 16Q: 3 clusters Score -2496784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2496840.750000 Penalty: 3194.978027
	Iteration 17Q: 3 clusters Score -2496841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2496880.750000 Penalty: 3194.978027
	Iteration 18Q: 3 clusters Score -2496881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2496904.750000 Penalty: 3194.978027
	Iteration 19Q: 3 clusters Score -2496905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2496929.000000 Penalty: 3194.978027
	Iteration 20F: 3 clusters Score -2496929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2496940.000000 Penalty: 3194.978027
	Iteration 21Q: 3 clusters Score -2496940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2496956.750000 Penalty: 3194.978027
	Iteration 22Q: 3 clusters Score -2496957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2496974.250000 Penalty: 3194.978027
	Iteration 23Q: 3 clusters Score -2496974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2496993.750000 Penalty: 3194.978027
	Iteration 24Q: 3 clusters Score -2496994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2497007.750000 Penalty: 3194.978027
	Iteration 25Q: 3 clusters Score -2497008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2497015.250000 Penalty: 3194.978027
	Iteration 26Q: 3 clusters Score -2497015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2497026.000000 Penalty: 3194.978027
	Iteration 27Q: 3 clusters Score -2497026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2497031.500000 Penalty: 3194.978027
	Iteration 28Q: 3 clusters Score -2497032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2497042.500000 Penalty: 3194.978027
	Iteration 29Q: 3 clusters Score -2497042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2497055.750000 Penalty: 3194.978027
	Iteration 30Q: 3 clusters Score -2497056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2497058.750000 Penalty: 3194.978027
	Iteration 31Q: 3 clusters Score -2497059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2497064.000000 Penalty: 3194.978027
	Iteration 32Q: 3 clusters Score -2497064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2497076.500000 Penalty: 3194.978027
	Iteration 33Q: 3 clusters Score -2497076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2497081.250000 Penalty: 3194.978027
	Iteration 34Q: 3 clusters Score -2497081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2497095.500000 Penalty: 3194.978027
	Iteration 35Q: 3 clusters Score -2497096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2497097.500000 Penalty: 3194.978027
	Iteration 36Q: 3 clusters Score -2497098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2497100.250000 Penalty: 3194.978027
	Iteration 37Q: 3 clusters Score -2497100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2497102.000000 Penalty: 3194.978027
	Iteration 38Q: 3 clusters Score -2497102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2497105.750000 Penalty: 3194.978027
	Iteration 39Q: 3 clusters Score -2497106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2497105.500000 Penalty: 3194.978027
	Iteration 40F: 3 clusters Score -2497106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2497104.250000 Penalty: 3194.978027
	Iteration 41Q: 3 clusters Score -2497104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2497104.750000 Penalty: 3194.978027
	Iteration 42Q: 3 clusters Score -2497105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2497108.250000 Penalty: 3194.978027
	Iteration 43Q: 3 clusters Score -2497108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2497116.750000 Penalty: 3194.978027
	Iteration 44Q: 3 clusters Score -2497117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2497119.500000 Penalty: 3194.978027
	Iteration 45Q: 3 clusters Score -2497120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2497124.500000 Penalty: 3194.978027
	Iteration 46Q: 3 clusters Score -2497124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2497128.500000 Penalty: 3194.978027
	Iteration 47Q: 3 clusters Score -2497128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2497128.000000 Penalty: 3194.978027
	Iteration 48Q: 3 clusters Score -2497128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2497131.000000 Penalty: 3194.978027
	Iteration 49Q: 3 clusters Score -2497131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2497131.750000 Penalty: 3194.978027
	Iteration 50Q: 3 clusters Score -2497132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2497132.000000 Penalty: 3194.978027
	Iteration 51Q: 3 clusters Score -2497132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2497130.000000 Penalty: 3194.978027
	Iteration 52Q: 3 clusters Score -2497130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2497130.000000 Penalty: 3194.978027
	Iteration 53F: 3 clusters Score -2497130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Entering Unmasked Estep 
Score: -3882559.500000 Penalty: 1678.279297
	Iteration 0F: 2 clusters Score -3882560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3861963.250000 Penalty: 3356.558594
	Iteration 0F: 3 clusters Score -3861963 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3869700.750000 Penalty: 3356.558594
	Iteration 1F: 3 clusters Score -3869701 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3870218.000000 Penalty: 3356.558594
	Iteration 2Q: 3 clusters Score -3870218 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3870824.250000 Penalty: 3356.558594
	Iteration 3Q: 3 clusters Score -3870824 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3871722.000000 Penalty: 3356.558594
	Iteration 4F: 3 clusters Score -3871722 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3873016.750000 Penalty: 3356.558594
	Iteration 5F: 3 clusters Score -3873017 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3874679.750000 Penalty: 3356.558594
	Iteration 6F: 3 clusters Score -3874680 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3876532.750000 Penalty: 3356.558594
	Iteration 7F: 3 clusters Score -3876533 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3878142.500000 Penalty: 3356.558594
	Iteration 8F: 3 clusters Score -3878142 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3879423.500000 Penalty: 3356.558594
	Iteration 9Q: 3 clusters Score -3879424 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3880467.750000 Penalty: 3356.558594
	Iteration 10Q: 3 clusters Score -3880468 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3881252.250000 Penalty: 3356.558594
	Iteration 11Q: 3 clusters Score -3881252 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3881606.000000 Penalty: 3356.558594
	Iteration 12Q: 3 clusters Score -3881606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3881759.250000 Penalty: 3356.558594
	Iteration 13Q: 3 clusters Score -3881759 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3881852.250000 Penalty: 3356.558594
	Iteration 14Q: 3 clusters Score -3881852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3881881.750000 Penalty: 3356.558594
	Iteration 15Q: 3 clusters Score -3881882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3881902.250000 Penalty: 3356.558594
	Iteration 16Q: 3 clusters Score -3881902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3881916.750000 Penalty: 3356.558594
	Iteration 17Q: 3 clusters Score -3881917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3881946.000000 Penalty: 3356.558594
	Iteration 18Q: 3 clusters Score -3881946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3881952.750000 Penalty: 3356.558594
	Iteration 19Q: 3 clusters Score -3881953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3881961.500000 Penalty: 3356.558594
	Iteration 20F: 3 clusters Score -3881962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3881974.250000 Penalty: 3356.558594
	Iteration 21Q: 3 clusters Score -3881974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3881988.750000 Penalty: 3356.558594
	Iteration 22Q: 3 clusters Score -3881989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3881998.000000 Penalty: 3356.558594
	Iteration 23Q: 3 clusters Score -3881998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3882007.750000 Penalty: 3356.558594
	Iteration 24Q: 3 clusters Score -3882008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3881998.250000 Penalty: 3356.558594
	Iteration 25Q: 3 clusters Score -3881998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3882010.250000 Penalty: 3356.558594
	Iteration 26Q: 3 clusters Score -3882010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3882015.500000 Penalty: 3356.558594
	Iteration 27Q: 3 clusters Score -3882016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3882019.000000 Penalty: 3356.558594
	Iteration 28Q: 3 clusters Score -3882019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3882027.500000 Penalty: 3356.558594
	Iteration 29Q: 3 clusters Score -3882028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3882025.500000 Penalty: 3356.558594
	Iteration 30Q: 3 clusters Score -3882026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3882035.500000 Penalty: 3356.558594
	Iteration 31Q: 3 clusters Score -3882036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3882040.250000 Penalty: 3356.558594
	Iteration 32Q: 3 clusters Score -3882040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3882044.500000 Penalty: 3356.558594
	Iteration 33Q: 3 clusters Score -3882044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3882048.750000 Penalty: 3356.558594
	Iteration 34Q: 3 clusters Score -3882049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3882042.750000 Penalty: 3356.558594
	Iteration 35Q: 3 clusters Score -3882043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3882049.000000 Penalty: 3356.558594
	Iteration 36Q: 3 clusters Score -3882049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3882053.250000 Penalty: 3356.558594
	Iteration 37Q: 3 clusters Score -3882053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3882049.750000 Penalty: 3356.558594
	Iteration 38Q: 3 clusters Score -3882050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3882044.000000 Penalty: 3356.558594
	Iteration 39Q: 3 clusters Score -3882044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3882044.000000 Penalty: 3356.558594
	Iteration 40F: 3 clusters Score -3882044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3882048.750000 Penalty: 3356.558594
	Iteration 41Q: 3 clusters Score -3882049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3882047.500000 Penalty: 3356.558594
	Iteration 42Q: 3 clusters Score -3882048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3882046.500000 Penalty: 3356.558594
	Iteration 43Q: 3 clusters Score -3882046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3882045.250000 Penalty: 3356.558594
	Iteration 44Q: 3 clusters Score -3882045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3882044.000000 Penalty: 3356.558594
	Iteration 45Q: 3 clusters Score -3882044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3882044.500000 Penalty: 3356.558594
	Iteration 46Q: 3 clusters Score -3882044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3882045.000000 Penalty: 3356.558594
	Iteration 47Q: 3 clusters Score -3882045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3882045.250000 Penalty: 3356.558594
	Iteration 48Q: 3 clusters Score -3882045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3882047.000000 Penalty: 3356.558594
	Iteration 49Q: 3 clusters Score -3882047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3882046.250000 Penalty: 3356.558594
	Iteration 50Q: 3 clusters Score -3882046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3882045.250000 Penalty: 3356.558594
	Iteration 51Q: 3 clusters Score -3882045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3882053.000000 Penalty: 3356.558594
	Iteration 52Q: 3 clusters Score -3882053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3882047.000000 Penalty: 3356.558594
	Iteration 53Q: 3 clusters Score -3882047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3882047.000000 Penalty: 3356.558594
	Iteration 54F: 3 clusters Score -3882047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -912191.375000 Penalty: 1452.894775
	Iteration 0F: 2 clusters Score -912191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -906651.812500 Penalty: 2905.789551
	Iteration 0F: 3 clusters Score -906651.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -908604.250000 Penalty: 2905.789551
	Iteration 1F: 3 clusters Score -908604.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -909177.312500 Penalty: 2905.789551
	Iteration 2F: 3 clusters Score -909177.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -909823.562500 Penalty: 2905.789551
	Iteration 3F: 3 clusters Score -909823.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -910398.062500 Penalty: 2905.789551
	Iteration 4F: 3 clusters Score -910398.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -910831.562500 Penalty: 2905.789551
	Iteration 5F: 3 clusters Score -910831.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -911152.750000 Penalty: 2905.789551
	Iteration 6F: 3 clusters Score -911152.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -911371.250000 Penalty: 2905.789551
	Iteration 7Q: 3 clusters Score -911371.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -911525.687500 Penalty: 2905.789551
	Iteration 8Q: 3 clusters Score -911525.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -911629.125000 Penalty: 2905.789551
	Iteration 9Q: 3 clusters Score -911629.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -911695.562500 Penalty: 2905.789551
	Iteration 10Q: 3 clusters Score -911695.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -911734.812500 Penalty: 2905.789551
	Iteration 11Q: 3 clusters Score -911734.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -911764.250000 Penalty: 2905.789551
	Iteration 12Q: 3 clusters Score -911764.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -911783.625000 Penalty: 2905.789551
	Iteration 13Q: 3 clusters Score -911783.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -911797.312500 Penalty: 2905.789551
	Iteration 14Q: 3 clusters Score -911797.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -911810.125000 Penalty: 2905.789551
	Iteration 15Q: 3 clusters Score -911810.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -911823.250000 Penalty: 2905.789551
	Iteration 16Q: 3 clusters Score -911823.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -911828.062500 Penalty: 2905.789551
	Iteration 17Q: 3 clusters Score -911828.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -911832.375000 Penalty: 2905.789551
	Iteration 18Q: 3 clusters Score -911832.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -911834.812500 Penalty: 2905.789551
	Iteration 19Q: 3 clusters Score -911834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -911838.687500 Penalty: 2905.789551
	Iteration 20F: 3 clusters Score -911838.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -911841.312500 Penalty: 2905.789551
	Iteration 21Q: 3 clusters Score -911841.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -911844.437500 Penalty: 2905.789551
	Iteration 22Q: 3 clusters Score -911844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -911847.312500 Penalty: 2905.789551
	Iteration 23Q: 3 clusters Score -911847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -911846.312500 Penalty: 2905.789551
	Iteration 24Q: 3 clusters Score -911846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -911848.312500 Penalty: 2905.789551
	Iteration 25Q: 3 clusters Score -911848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -911849.250000 Penalty: 2905.789551
	Iteration 26Q: 3 clusters Score -911849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -911849.250000 Penalty: 2905.789551
	Iteration 27F: 3 clusters Score -911849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (88320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Entering Unmasked Estep 
Score: -11638322.000000 Penalty: 1850.667236
	Iteration 0F: 2 clusters Score -1.163832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -11590157.000000 Penalty: 3701.334473
	Iteration 0F: 3 clusters Score -1.159016e+07 nChanged 42136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -11614027.000000 Penalty: 3701.334473
	Iteration 1F: 3 clusters Score -1.161403e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -11614822.000000 Penalty: 3701.334473
	Iteration 2Q: 3 clusters Score -1.161482e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -11616120.000000 Penalty: 3701.334473
	Iteration 3Q: 3 clusters Score -1.161612e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -11618360.000000 Penalty: 3701.334473
	Iteration 4Q: 3 clusters Score -1.161836e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -11621868.000000 Penalty: 3701.334473
	Iteration 5F: 3 clusters Score -1.162187e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -11627150.000000 Penalty: 3701.334473
	Iteration 6F: 3 clusters Score -1.162715e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -11633726.000000 Penalty: 3701.334473
	Iteration 7F: 3 clusters Score -1.163373e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -11639915.000000 Penalty: 3701.334473
	Iteration 8F: 3 clusters Score -1.163992e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -11643397.000000 Penalty: 3701.334473
	Iteration 9F: 3 clusters Score -1.16434e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -11644501.000000 Penalty: 3701.334473
	Iteration 10Q: 3 clusters Score -1.16445e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -11644541.000000 Penalty: 3701.334473
	Iteration 11Q: 3 clusters Score -1.164454e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -11644231.000000 Penalty: 3701.334473
	Iteration 12Q: 3 clusters Score -1.164423e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -11643485.000000 Penalty: 3701.334473
	Iteration 13Q: 3 clusters Score -1.164348e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -11642624.000000 Penalty: 3701.334473
	Iteration 14Q: 3 clusters Score -1.164262e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -11641856.000000 Penalty: 3701.334473
	Iteration 15Q: 3 clusters Score -1.164186e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -11641094.000000 Penalty: 3701.334473
	Iteration 16Q: 3 clusters Score -1.164109e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -11640441.000000 Penalty: 3701.334473
	Iteration 17Q: 3 clusters Score -1.164044e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -11639916.000000 Penalty: 3701.334473
	Iteration 18Q: 3 clusters Score -1.163992e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -11639600.000000 Penalty: 3701.334473
	Iteration 19Q: 3 clusters Score -1.16396e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -11640210.000000 Penalty: 3701.334473
	Iteration 20F: 3 clusters Score -1.164021e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -11639647.000000 Penalty: 3701.334473
	Iteration 21Q: 3 clusters Score -1.163965e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -11639177.000000 Penalty: 3701.334473
	Iteration 22Q: 3 clusters Score -1.163918e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -11638930.000000 Penalty: 3701.334473
	Iteration 23Q: 3 clusters Score -1.163893e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -11638721.000000 Penalty: 3701.334473
	Iteration 24Q: 3 clusters Score -1.163872e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11638595.000000 Penalty: 3701.334473
	Iteration 25Q: 3 clusters Score -1.16386e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11638487.000000 Penalty: 3701.334473
	Iteration 26Q: 3 clusters Score -1.163849e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11638406.000000 Penalty: 3701.334473
	Iteration 27Q: 3 clusters Score -1.163841e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11638350.000000 Penalty: 3701.334473
	Iteration 28Q: 3 clusters Score -1.163835e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11638308.000000 Penalty: 3701.334473
	Iteration 29Q: 3 clusters Score -1.163831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11638289.000000 Penalty: 3701.334473
	Iteration 30Q: 3 clusters Score -1.163829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11638231.000000 Penalty: 3701.334473
	Iteration 31Q: 3 clusters Score -1.163823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11638206.000000 Penalty: 3701.334473
	Iteration 32Q: 3 clusters Score -1.163821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11638210.000000 Penalty: 3701.334473
	Iteration 33Q: 3 clusters Score -1.163821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11638193.000000 Penalty: 3701.334473
	Iteration 34Q: 3 clusters Score -1.163819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11638188.000000 Penalty: 3701.334473
	Iteration 35Q: 3 clusters Score -1.163819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11638196.000000 Penalty: 3701.334473
	Iteration 36Q: 3 clusters Score -1.16382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11638192.000000 Penalty: 3701.334473
	Iteration 37Q: 3 clusters Score -1.163819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11638191.000000 Penalty: 3701.334473
	Iteration 38Q: 3 clusters Score -1.163819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87273 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11638178.000000 Penalty: 3701.334473
	Iteration 39Q: 3 clusters Score -1.163818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11638167.000000 Penalty: 3701.334473
	Iteration 40F: 3 clusters Score -1.163817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87294 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11638162.000000 Penalty: 3701.334473
	Iteration 41Q: 3 clusters Score -1.163816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11638160.000000 Penalty: 3701.334473
	Iteration 42Q: 3 clusters Score -1.163816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11638155.000000 Penalty: 3701.334473
	Iteration 43Q: 3 clusters Score -1.163816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11638146.000000 Penalty: 3701.334473
	Iteration 44Q: 3 clusters Score -1.163815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11638135.000000 Penalty: 3701.334473
	Iteration 45Q: 3 clusters Score -1.163814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11638137.000000 Penalty: 3701.334473
	Iteration 46Q: 3 clusters Score -1.163814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11638128.000000 Penalty: 3701.334473
	Iteration 47Q: 3 clusters Score -1.163813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11638118.000000 Penalty: 3701.334473
	Iteration 48Q: 3 clusters Score -1.163812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11638121.000000 Penalty: 3701.334473
	Iteration 49Q: 3 clusters Score -1.163812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11638122.000000 Penalty: 3701.334473
	Iteration 50Q: 3 clusters Score -1.163812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11638123.000000 Penalty: 3701.334473
	Iteration 51Q: 3 clusters Score -1.163812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11638104.000000 Penalty: 3701.334473
	Iteration 52Q: 3 clusters Score -1.16381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11638107.000000 Penalty: 3701.334473
	Iteration 53Q: 3 clusters Score -1.163811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11638098.000000 Penalty: 3701.334473
	Iteration 54Q: 3 clusters Score -1.16381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11638104.000000 Penalty: 3701.334473
	Iteration 55Q: 3 clusters Score -1.16381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11638095.000000 Penalty: 3701.334473
	Iteration 56Q: 3 clusters Score -1.16381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11638094.000000 Penalty: 3701.334473
	Iteration 57Q: 3 clusters Score -1.163809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11638094.000000 Penalty: 3701.334473
	Iteration 58Q: 3 clusters Score -1.163809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11638084.000000 Penalty: 3701.334473
	Iteration 59Q: 3 clusters Score -1.163808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11638086.000000 Penalty: 3701.334473
	Iteration 60F: 3 clusters Score -1.163809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11638078.000000 Penalty: 3701.334473
	Iteration 61Q: 3 clusters Score -1.163808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11638075.000000 Penalty: 3701.334473
	Iteration 62Q: 3 clusters Score -1.163808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11638053.000000 Penalty: 3701.334473
	Iteration 63Q: 3 clusters Score -1.163805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11638062.000000 Penalty: 3701.334473
	Iteration 64Q: 3 clusters Score -1.163806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11638051.000000 Penalty: 3701.334473
	Iteration 65Q: 3 clusters Score -1.163805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11638056.000000 Penalty: 3701.334473
	Iteration 66Q: 3 clusters Score -1.163806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11638049.000000 Penalty: 3701.334473
	Iteration 67Q: 3 clusters Score -1.163805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11638054.000000 Penalty: 3701.334473
	Iteration 68Q: 3 clusters Score -1.163805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11638050.000000 Penalty: 3701.334473
	Iteration 69Q: 3 clusters Score -1.163805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11638045.000000 Penalty: 3701.334473
	Iteration 70Q: 3 clusters Score -1.163804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11638045.000000 Penalty: 3701.334473
	Iteration 71F: 3 clusters Score -1.163804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Entering Unmasked Estep 
Score: -696837.437500 Penalty: 1409.834595
	Iteration 0F: 2 clusters Score -696837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -692391.687500 Penalty: 2819.669189
	Iteration 0F: 3 clusters Score -692391.7 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -693850.625000 Penalty: 2819.669189
	Iteration 1F: 3 clusters Score -693850.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -694351.187500 Penalty: 2819.669189
	Iteration 2F: 3 clusters Score -694351.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -695051.500000 Penalty: 2819.669189
	Iteration 3F: 3 clusters Score -695051.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -696019.875000 Penalty: 2819.669189
	Iteration 4F: 3 clusters Score -696019.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -696921.312500 Penalty: 2819.669189
	Iteration 5F: 3 clusters Score -696921.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -697333.437500 Penalty: 2819.669189
	Iteration 6F: 3 clusters Score -697333.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -697549.687500 Penalty: 2819.669189
	Iteration 7Q: 3 clusters Score -697549.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -697646.062500 Penalty: 2819.669189
	Iteration 8Q: 3 clusters Score -697646.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -697685.937500 Penalty: 2819.669189
	Iteration 9Q: 3 clusters Score -697685.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -697698.312500 Penalty: 2819.669189
	Iteration 10Q: 3 clusters Score -697698.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -697707.187500 Penalty: 2819.669189
	Iteration 11Q: 3 clusters Score -697707.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -697711.750000 Penalty: 2819.669189
	Iteration 12Q: 3 clusters Score -697711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -697714.875000 Penalty: 2819.669189
	Iteration 13Q: 3 clusters Score -697714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -697715.687500 Penalty: 2819.669189
	Iteration 14Q: 3 clusters Score -697715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -697716.125000 Penalty: 2819.669189
	Iteration 15Q: 3 clusters Score -697716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -697716.437500 Penalty: 2819.669189
	Iteration 16Q: 3 clusters Score -697716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -697717.312500 Penalty: 2819.669189
	Iteration 17Q: 3 clusters Score -697717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -697717.062500 Penalty: 2819.669189
	Iteration 18Q: 3 clusters Score -697717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -697715.812500 Penalty: 2819.669189
	Iteration 19Q: 3 clusters Score -697715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -697715.187500 Penalty: 2819.669189
	Iteration 20F: 3 clusters Score -697715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -697716.375000 Penalty: 2819.669189
	Iteration 21Q: 3 clusters Score -697716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -697716.375000 Penalty: 2819.669189
	Iteration 22F: 3 clusters Score -697716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 70862 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 6722 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 70464 members 
Mstep: Class 26 contains 1747 members 
Entering Unmasked Estep 
Score: -127624024.000000 Penalty: 58372.937500
Splitting cluster 16 changes total score from -127555288.000000 to -127624024.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (111268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111268 members 
Entering Unmasked Estep 
Score: -14275172.000000 Penalty: 1888.200684
	Iteration 0F: 2 clusters Score -1.427517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -14205253.000000 Penalty: 3776.401367
	Iteration 0F: 3 clusters Score -1.420525e+07 nChanged 53460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -14235706.000000 Penalty: 3776.401367
	Iteration 1F: 3 clusters Score -1.423571e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -14236509.000000 Penalty: 3776.401367
	Iteration 2Q: 3 clusters Score -1.423651e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -14237429.000000 Penalty: 3776.401367
	Iteration 3Q: 3 clusters Score -1.423743e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -14238758.000000 Penalty: 3776.401367
	Iteration 4Q: 3 clusters Score -1.423876e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -14240816.000000 Penalty: 3776.401367
	Iteration 5Q: 3 clusters Score -1.424082e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -14244043.000000 Penalty: 3776.401367
	Iteration 6F: 3 clusters Score -1.424404e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -14248894.000000 Penalty: 3776.401367
	Iteration 7F: 3 clusters Score -1.424889e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -14255142.000000 Penalty: 3776.401367
	Iteration 8F: 3 clusters Score -1.425514e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -14261570.000000 Penalty: 3776.401367
	Iteration 9F: 3 clusters Score -1.426157e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -14266599.000000 Penalty: 3776.401367
	Iteration 10F: 3 clusters Score -1.42666e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -14269674.000000 Penalty: 3776.401367
	Iteration 11Q: 3 clusters Score -1.426967e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -14271396.000000 Penalty: 3776.401367
	Iteration 12Q: 3 clusters Score -1.42714e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -14272399.000000 Penalty: 3776.401367
	Iteration 13Q: 3 clusters Score -1.42724e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -14273124.000000 Penalty: 3776.401367
	Iteration 14Q: 3 clusters Score -1.427312e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -14273504.000000 Penalty: 3776.401367
	Iteration 15Q: 3 clusters Score -1.42735e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -14273704.000000 Penalty: 3776.401367
	Iteration 16Q: 3 clusters Score -1.42737e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14273949.000000 Penalty: 3776.401367
	Iteration 17Q: 3 clusters Score -1.427395e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -14274023.000000 Penalty: 3776.401367
	Iteration 18Q: 3 clusters Score -1.427402e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14274101.000000 Penalty: 3776.401367
	Iteration 19Q: 3 clusters Score -1.42741e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -14274143.000000 Penalty: 3776.401367
	Iteration 20F: 3 clusters Score -1.427414e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14274157.000000 Penalty: 3776.401367
	Iteration 21Q: 3 clusters Score -1.427416e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110513 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14274173.000000 Penalty: 3776.401367
	Iteration 22Q: 3 clusters Score -1.427417e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -14274181.000000 Penalty: 3776.401367
	Iteration 23Q: 3 clusters Score -1.427418e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14274184.000000 Penalty: 3776.401367
	Iteration 24Q: 3 clusters Score -1.427418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14274189.000000 Penalty: 3776.401367
	Iteration 25Q: 3 clusters Score -1.427419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14274189.000000 Penalty: 3776.401367
	Iteration 26Q: 3 clusters Score -1.427419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14274209.000000 Penalty: 3776.401367
	Iteration 27Q: 3 clusters Score -1.427421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14274215.000000 Penalty: 3776.401367
	Iteration 28Q: 3 clusters Score -1.427422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110691 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14274221.000000 Penalty: 3776.401367
	Iteration 29Q: 3 clusters Score -1.427422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -14274229.000000 Penalty: 3776.401367
	Iteration 30Q: 3 clusters Score -1.427423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14274225.000000 Penalty: 3776.401367
	Iteration 31Q: 3 clusters Score -1.427422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14274222.000000 Penalty: 3776.401367
	Iteration 32Q: 3 clusters Score -1.427422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14274228.000000 Penalty: 3776.401367
	Iteration 33Q: 3 clusters Score -1.427423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14274234.000000 Penalty: 3776.401367
	Iteration 34Q: 3 clusters Score -1.427423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14274230.000000 Penalty: 3776.401367
	Iteration 35Q: 3 clusters Score -1.427423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14274230.000000 Penalty: 3776.401367
	Iteration 36Q: 3 clusters Score -1.427423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -14274245.000000 Penalty: 3776.401367
	Iteration 37Q: 3 clusters Score -1.427424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14274236.000000 Penalty: 3776.401367
	Iteration 38Q: 3 clusters Score -1.427424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110691 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14274236.000000 Penalty: 3776.401367
	Iteration 39Q: 3 clusters Score -1.427424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14274240.000000 Penalty: 3776.401367
	Iteration 40F: 3 clusters Score -1.427424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14274242.000000 Penalty: 3776.401367
	Iteration 41Q: 3 clusters Score -1.427424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14274242.000000 Penalty: 3776.401367
	Iteration 42Q: 3 clusters Score -1.427424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14274246.000000 Penalty: 3776.401367
	Iteration 43Q: 3 clusters Score -1.427425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14274248.000000 Penalty: 3776.401367
	Iteration 44Q: 3 clusters Score -1.427425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14274248.000000 Penalty: 3776.401367
	Iteration 45Q: 3 clusters Score -1.427425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14274236.000000 Penalty: 3776.401367
	Iteration 46Q: 3 clusters Score -1.427424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110691 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14274240.000000 Penalty: 3776.401367
	Iteration 47Q: 3 clusters Score -1.427424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110691 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14274248.000000 Penalty: 3776.401367
	Iteration 48Q: 3 clusters Score -1.427425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14274269.000000 Penalty: 3776.401367
	Iteration 49Q: 3 clusters Score -1.427427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14274258.000000 Penalty: 3776.401367
	Iteration 50Q: 3 clusters Score -1.427426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -14274259.000000 Penalty: 3776.401367
	Iteration 51Q: 3 clusters Score -1.427426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14274256.000000 Penalty: 3776.401367
	Iteration 52Q: 3 clusters Score -1.427426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14274261.000000 Penalty: 3776.401367
	Iteration 53Q: 3 clusters Score -1.427426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14274278.000000 Penalty: 3776.401367
	Iteration 54Q: 3 clusters Score -1.427428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14274267.000000 Penalty: 3776.401367
	Iteration 55Q: 3 clusters Score -1.427427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110684 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14274275.000000 Penalty: 3776.401367
	Iteration 56Q: 3 clusters Score -1.427428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14274274.000000 Penalty: 3776.401367
	Iteration 57Q: 3 clusters Score -1.427427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14274268.000000 Penalty: 3776.401367
	Iteration 58Q: 3 clusters Score -1.427427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14274272.000000 Penalty: 3776.401367
	Iteration 59Q: 3 clusters Score -1.427427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14274284.000000 Penalty: 3776.401367
	Iteration 60F: 3 clusters Score -1.427428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14274292.000000 Penalty: 3776.401367
	Iteration 61Q: 3 clusters Score -1.427429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14274299.000000 Penalty: 3776.401367
	Iteration 62Q: 3 clusters Score -1.42743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14274298.000000 Penalty: 3776.401367
	Iteration 63Q: 3 clusters Score -1.42743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14274298.000000 Penalty: 3776.401367
	Iteration 64Q: 3 clusters Score -1.42743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14274298.000000 Penalty: 3776.401367
	Iteration 65F: 3 clusters Score -1.42743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -848754.500000 Penalty: 1432.135376
	Iteration 0F: 2 clusters Score -848754.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -843655.312500 Penalty: 2864.270752
	Iteration 0F: 3 clusters Score -843655.3 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -845543.875000 Penalty: 2864.270752
	Iteration 1F: 3 clusters Score -845543.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -846610.812500 Penalty: 2864.270752
	Iteration 2F: 3 clusters Score -846610.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -848382.062500 Penalty: 2864.270752
	Iteration 3F: 3 clusters Score -848382.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -850141.875000 Penalty: 2864.270752
	Iteration 4F: 3 clusters Score -850141.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -850629.250000 Penalty: 2864.270752
	Iteration 5F: 3 clusters Score -850629.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -850792.562500 Penalty: 2864.270752
	Iteration 6Q: 3 clusters Score -850792.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -850850.062500 Penalty: 2864.270752
	Iteration 7Q: 3 clusters Score -850850.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -850893.187500 Penalty: 2864.270752
	Iteration 8Q: 3 clusters Score -850893.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -850934.562500 Penalty: 2864.270752
	Iteration 9Q: 3 clusters Score -850934.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -850953.125000 Penalty: 2864.270752
	Iteration 10Q: 3 clusters Score -850953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -850958.875000 Penalty: 2864.270752
	Iteration 11Q: 3 clusters Score -850958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -850960.687500 Penalty: 2864.270752
	Iteration 12Q: 3 clusters Score -850960.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -850963.750000 Penalty: 2864.270752
	Iteration 13Q: 3 clusters Score -850963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -850964.625000 Penalty: 2864.270752
	Iteration 14Q: 3 clusters Score -850964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -850965.500000 Penalty: 2864.270752
	Iteration 15Q: 3 clusters Score -850965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -850965.062500 Penalty: 2864.270752
	Iteration 16Q: 3 clusters Score -850965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -850963.625000 Penalty: 2864.270752
	Iteration 17Q: 3 clusters Score -850963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -850966.250000 Penalty: 2864.270752
	Iteration 18Q: 3 clusters Score -850966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -850968.000000 Penalty: 2864.270752
	Iteration 19Q: 3 clusters Score -850968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -850968.312500 Penalty: 2864.270752
	Iteration 20F: 3 clusters Score -850968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -850968.812500 Penalty: 2864.270752
	Iteration 21Q: 3 clusters Score -850968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -850969.937500 Penalty: 2864.270752
	Iteration 22Q: 3 clusters Score -850969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -850972.125000 Penalty: 2864.270752
	Iteration 23Q: 3 clusters Score -850972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -850974.375000 Penalty: 2864.270752
	Iteration 24Q: 3 clusters Score -850974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -850973.125000 Penalty: 2864.270752
	Iteration 25Q: 3 clusters Score -850973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -850975.562500 Penalty: 2864.270752
	Iteration 26Q: 3 clusters Score -850975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -850979.062500 Penalty: 2864.270752
	Iteration 27Q: 3 clusters Score -850979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -850980.812500 Penalty: 2864.270752
	Iteration 28Q: 3 clusters Score -850980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -850980.312500 Penalty: 2864.270752
	Iteration 29Q: 3 clusters Score -850980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -850980.312500 Penalty: 2864.270752
	Iteration 30F: 3 clusters Score -850980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 70862 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 70464 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 1627 members 
Entering Unmasked Estep 
Score: -127625536.000000 Penalty: 60618.050781
Splitting cluster 18 changes total score from -127555288.000000 to -127625536.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -70595.304688 Penalty: 1059.121582
	Iteration 0F: 2 clusters Score -70595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69534.179688 Penalty: 2118.243164
	Iteration 0F: 3 clusters Score -69534.18 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69898.539062 Penalty: 2118.243164
	Iteration 1F: 3 clusters Score -69898.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70095.976562 Penalty: 2118.243164
	Iteration 2F: 3 clusters Score -70095.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70279.351562 Penalty: 2118.243164
	Iteration 3F: 3 clusters Score -70279.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -70379.179688 Penalty: 2118.243164
	Iteration 4Q: 3 clusters Score -70379.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70473.468750 Penalty: 2118.243164
	Iteration 5Q: 3 clusters Score -70473.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -70537.375000 Penalty: 2118.243164
	Iteration 6Q: 3 clusters Score -70537.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70560.187500 Penalty: 2118.243164
	Iteration 7Q: 3 clusters Score -70560.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70562.859375 Penalty: 2118.243164
	Iteration 8Q: 3 clusters Score -70562.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70568.273438 Penalty: 2118.243164
	Iteration 9Q: 3 clusters Score -70568.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70572.242188 Penalty: 2118.243164
	Iteration 10Q: 3 clusters Score -70572.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -70576.218750 Penalty: 2118.243164
	Iteration 11Q: 3 clusters Score -70576.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -70581.882812 Penalty: 2118.243164
	Iteration 12Q: 3 clusters Score -70581.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -70594.632812 Penalty: 2118.243164
	Iteration 13Q: 3 clusters Score -70594.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -70610.226562 Penalty: 2118.243164
	Iteration 14Q: 3 clusters Score -70610.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -70623.820312 Penalty: 2118.243164
	Iteration 15Q: 3 clusters Score -70623.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -70633.796875 Penalty: 2118.243164
	Iteration 16Q: 3 clusters Score -70633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -70641.335938 Penalty: 2118.243164
	Iteration 17Q: 3 clusters Score -70641.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -70647.976562 Penalty: 2118.243164
	Iteration 18Q: 3 clusters Score -70647.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -70653.632812 Penalty: 2118.243164
	Iteration 19Q: 3 clusters Score -70653.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -70664.898438 Penalty: 2118.243164
	Iteration 20F: 3 clusters Score -70664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70684.343750 Penalty: 2118.243164
	Iteration 21Q: 3 clusters Score -70684.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70688.359375 Penalty: 2118.243164
	Iteration 22Q: 3 clusters Score -70688.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70689.101562 Penalty: 2118.243164
	Iteration 23Q: 3 clusters Score -70689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70689.101562 Penalty: 2118.243164
	Iteration 24F: 3 clusters Score -70689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 70862 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 138 members 
Mstep: Class 20 contains 115577 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 70464 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 539 members 
Entering Unmasked Estep 
Score: -127624320.000000 Penalty: 62863.164062
Splitting cluster 19 changes total score from -127555288.000000 to -127624320.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (115577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Entering Unmasked Estep 
Score: -15324990.000000 Penalty: 1894.375000
	Iteration 0F: 2 clusters Score -1.532499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -15279872.000000 Penalty: 3788.750000
	Iteration 0F: 3 clusters Score -1.527987e+07 nChanged 55298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -15311403.000000 Penalty: 3788.750000
	Iteration 1F: 3 clusters Score -1.53114e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -15312211.000000 Penalty: 3788.750000
	Iteration 2Q: 3 clusters Score -1.531221e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -15312827.000000 Penalty: 3788.750000
	Iteration 3Q: 3 clusters Score -1.531283e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -15313779.000000 Penalty: 3788.750000
	Iteration 4Q: 3 clusters Score -1.531378e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -15315779.000000 Penalty: 3788.750000
	Iteration 5F: 3 clusters Score -1.531578e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -15319906.000000 Penalty: 3788.750000
	Iteration 6F: 3 clusters Score -1.531991e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -15326663.000000 Penalty: 3788.750000
	Iteration 7F: 3 clusters Score -1.532666e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -15332252.000000 Penalty: 3788.750000
	Iteration 8F: 3 clusters Score -1.533225e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -15334479.000000 Penalty: 3788.750000
	Iteration 9F: 3 clusters Score -1.533448e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -15335020.000000 Penalty: 3788.750000
	Iteration 10Q: 3 clusters Score -1.533502e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -15335115.000000 Penalty: 3788.750000
	Iteration 11Q: 3 clusters Score -1.533512e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -15334759.000000 Penalty: 3788.750000
	Iteration 12Q: 3 clusters Score -1.533476e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -15333827.000000 Penalty: 3788.750000
	Iteration 13Q: 3 clusters Score -1.533383e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -15332821.000000 Penalty: 3788.750000
	Iteration 14Q: 3 clusters Score -1.533282e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -15332027.000000 Penalty: 3788.750000
	Iteration 15Q: 3 clusters Score -1.533203e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -15331248.000000 Penalty: 3788.750000
	Iteration 16Q: 3 clusters Score -1.533125e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -15330528.000000 Penalty: 3788.750000
	Iteration 17Q: 3 clusters Score -1.533053e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -15329992.000000 Penalty: 3788.750000
	Iteration 18Q: 3 clusters Score -1.532999e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -15329665.000000 Penalty: 3788.750000
	Iteration 19Q: 3 clusters Score -1.532966e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -15330231.000000 Penalty: 3788.750000
	Iteration 20F: 3 clusters Score -1.533023e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -15329992.000000 Penalty: 3788.750000
	Iteration 21Q: 3 clusters Score -1.532999e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -15329845.000000 Penalty: 3788.750000
	Iteration 22Q: 3 clusters Score -1.532984e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -15329742.000000 Penalty: 3788.750000
	Iteration 23Q: 3 clusters Score -1.532974e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -15329803.000000 Penalty: 3788.750000
	Iteration 24Q: 3 clusters Score -1.53298e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -15329779.000000 Penalty: 3788.750000
	Iteration 25Q: 3 clusters Score -1.532978e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -15329754.000000 Penalty: 3788.750000
	Iteration 26Q: 3 clusters Score -1.532975e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -15329882.000000 Penalty: 3788.750000
	Iteration 27Q: 3 clusters Score -1.532988e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -15330054.000000 Penalty: 3788.750000
	Iteration 28Q: 3 clusters Score -1.533005e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -15330290.000000 Penalty: 3788.750000
	Iteration 29Q: 3 clusters Score -1.533029e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -15330574.000000 Penalty: 3788.750000
	Iteration 30Q: 3 clusters Score -1.533057e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -15330832.000000 Penalty: 3788.750000
	Iteration 31Q: 3 clusters Score -1.533083e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -15331116.000000 Penalty: 3788.750000
	Iteration 32Q: 3 clusters Score -1.533112e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -15331471.000000 Penalty: 3788.750000
	Iteration 33Q: 3 clusters Score -1.533147e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -15331776.000000 Penalty: 3788.750000
	Iteration 34Q: 3 clusters Score -1.533178e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -15332280.000000 Penalty: 3788.750000
	Iteration 35Q: 3 clusters Score -1.533228e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -15332634.000000 Penalty: 3788.750000
	Iteration 36Q: 3 clusters Score -1.533263e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -15332934.000000 Penalty: 3788.750000
	Iteration 37Q: 3 clusters Score -1.533293e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -15333173.000000 Penalty: 3788.750000
	Iteration 38Q: 3 clusters Score -1.533317e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -15333437.000000 Penalty: 3788.750000
	Iteration 39Q: 3 clusters Score -1.533344e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -15334319.000000 Penalty: 3788.750000
	Iteration 40F: 3 clusters Score -1.533432e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -15334756.000000 Penalty: 3788.750000
	Iteration 41Q: 3 clusters Score -1.533476e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -15335290.000000 Penalty: 3788.750000
	Iteration 42Q: 3 clusters Score -1.533529e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -15335636.000000 Penalty: 3788.750000
	Iteration 43Q: 3 clusters Score -1.533564e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -15335988.000000 Penalty: 3788.750000
	Iteration 44Q: 3 clusters Score -1.533599e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -15336179.000000 Penalty: 3788.750000
	Iteration 45Q: 3 clusters Score -1.533618e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -15336325.000000 Penalty: 3788.750000
	Iteration 46Q: 3 clusters Score -1.533632e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -15336385.000000 Penalty: 3788.750000
	Iteration 47Q: 3 clusters Score -1.533638e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -15336421.000000 Penalty: 3788.750000
	Iteration 48Q: 3 clusters Score -1.533642e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -15336476.000000 Penalty: 3788.750000
	Iteration 49Q: 3 clusters Score -1.533648e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -15336527.000000 Penalty: 3788.750000
	Iteration 50Q: 3 clusters Score -1.533653e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -15336552.000000 Penalty: 3788.750000
	Iteration 51Q: 3 clusters Score -1.533655e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -15336597.000000 Penalty: 3788.750000
	Iteration 52Q: 3 clusters Score -1.53366e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -15336614.000000 Penalty: 3788.750000
	Iteration 53Q: 3 clusters Score -1.533661e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -15336626.000000 Penalty: 3788.750000
	Iteration 54Q: 3 clusters Score -1.533663e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -15336674.000000 Penalty: 3788.750000
	Iteration 55Q: 3 clusters Score -1.533667e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -15336648.000000 Penalty: 3788.750000
	Iteration 56Q: 3 clusters Score -1.533665e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -15336712.000000 Penalty: 3788.750000
	Iteration 57Q: 3 clusters Score -1.533671e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -15336670.000000 Penalty: 3788.750000
	Iteration 58Q: 3 clusters Score -1.533667e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -15336689.000000 Penalty: 3788.750000
	Iteration 59Q: 3 clusters Score -1.533669e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -15336711.000000 Penalty: 3788.750000
	Iteration 60F: 3 clusters Score -1.533671e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -15336717.000000 Penalty: 3788.750000
	Iteration 61Q: 3 clusters Score -1.533672e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -15336730.000000 Penalty: 3788.750000
	Iteration 62Q: 3 clusters Score -1.533673e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -15336726.000000 Penalty: 3788.750000
	Iteration 63Q: 3 clusters Score -1.533673e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -15336736.000000 Penalty: 3788.750000
	Iteration 64Q: 3 clusters Score -1.533674e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -15336735.000000 Penalty: 3788.750000
	Iteration 65Q: 3 clusters Score -1.533674e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -15336733.000000 Penalty: 3788.750000
	Iteration 66Q: 3 clusters Score -1.533673e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -15336744.000000 Penalty: 3788.750000
	Iteration 67Q: 3 clusters Score -1.533674e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -15336749.000000 Penalty: 3788.750000
	Iteration 68Q: 3 clusters Score -1.533675e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -15336763.000000 Penalty: 3788.750000
	Iteration 69Q: 3 clusters Score -1.533676e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -15336749.000000 Penalty: 3788.750000
	Iteration 70Q: 3 clusters Score -1.533675e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -15336754.000000 Penalty: 3788.750000
	Iteration 71Q: 3 clusters Score -1.533675e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -15336743.000000 Penalty: 3788.750000
	Iteration 72Q: 3 clusters Score -1.533674e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -15336770.000000 Penalty: 3788.750000
	Iteration 73Q: 3 clusters Score -1.533677e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -15336766.000000 Penalty: 3788.750000
	Iteration 74Q: 3 clusters Score -1.533677e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -15336777.000000 Penalty: 3788.750000
	Iteration 75Q: 3 clusters Score -1.533678e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -15336794.000000 Penalty: 3788.750000
	Iteration 76Q: 3 clusters Score -1.533679e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -15336796.000000 Penalty: 3788.750000
	Iteration 77Q: 3 clusters Score -1.53368e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -15336796.000000 Penalty: 3788.750000
	Iteration 78Q: 3 clusters Score -1.53368e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -15336839.000000 Penalty: 3788.750000
	Iteration 79Q: 3 clusters Score -1.533684e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -15336860.000000 Penalty: 3788.750000
	Iteration 80F: 3 clusters Score -1.533686e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -15336908.000000 Penalty: 3788.750000
	Iteration 81Q: 3 clusters Score -1.533691e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -15336915.000000 Penalty: 3788.750000
	Iteration 82Q: 3 clusters Score -1.533692e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -15336929.000000 Penalty: 3788.750000
	Iteration 83Q: 3 clusters Score -1.533693e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -15336954.000000 Penalty: 3788.750000
	Iteration 84Q: 3 clusters Score -1.533695e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -15336883.000000 Penalty: 3788.750000
	Iteration 85Q: 3 clusters Score -1.533688e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -15336901.000000 Penalty: 3788.750000
	Iteration 86Q: 3 clusters Score -1.53369e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -15336903.000000 Penalty: 3788.750000
	Iteration 87Q: 3 clusters Score -1.53369e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -15336864.000000 Penalty: 3788.750000
	Iteration 88Q: 3 clusters Score -1.533686e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -15336846.000000 Penalty: 3788.750000
	Iteration 89Q: 3 clusters Score -1.533685e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -15336834.000000 Penalty: 3788.750000
	Iteration 90Q: 3 clusters Score -1.533683e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -15336817.000000 Penalty: 3788.750000
	Iteration 91Q: 3 clusters Score -1.533682e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -15336841.000000 Penalty: 3788.750000
	Iteration 92Q: 3 clusters Score -1.533684e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -15336819.000000 Penalty: 3788.750000
	Iteration 93Q: 3 clusters Score -1.533682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -15336835.000000 Penalty: 3788.750000
	Iteration 94Q: 3 clusters Score -1.533684e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -15336839.000000 Penalty: 3788.750000
	Iteration 95Q: 3 clusters Score -1.533684e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -15336844.000000 Penalty: 3788.750000
	Iteration 96Q: 3 clusters Score -1.533684e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -15336872.000000 Penalty: 3788.750000
	Iteration 97Q: 3 clusters Score -1.533687e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -15336850.000000 Penalty: 3788.750000
	Iteration 98Q: 3 clusters Score -1.533685e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -15336844.000000 Penalty: 3788.750000
	Iteration 99Q: 3 clusters Score -1.533684e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -15336852.000000 Penalty: 3788.750000
	Iteration 100F: 3 clusters Score -1.533685e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -15336845.000000 Penalty: 3788.750000
	Iteration 101Q: 3 clusters Score -1.533684e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -15336848.000000 Penalty: 3788.750000
	Iteration 102Q: 3 clusters Score -1.533685e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -15336912.000000 Penalty: 3788.750000
	Iteration 103Q: 3 clusters Score -1.533691e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -15336909.000000 Penalty: 3788.750000
	Iteration 104Q: 3 clusters Score -1.533691e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -15336946.000000 Penalty: 3788.750000
	Iteration 105Q: 3 clusters Score -1.533695e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -15336945.000000 Penalty: 3788.750000
	Iteration 106Q: 3 clusters Score -1.533694e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -15336993.000000 Penalty: 3788.750000
	Iteration 107Q: 3 clusters Score -1.533699e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -15336995.000000 Penalty: 3788.750000
	Iteration 108Q: 3 clusters Score -1.5337e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -15337012.000000 Penalty: 3788.750000
	Iteration 109Q: 3 clusters Score -1.533701e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -15337020.000000 Penalty: 3788.750000
	Iteration 110Q: 3 clusters Score -1.533702e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -15337011.000000 Penalty: 3788.750000
	Iteration 111Q: 3 clusters Score -1.533701e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -15337008.000000 Penalty: 3788.750000
	Iteration 112Q: 3 clusters Score -1.533701e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -15336999.000000 Penalty: 3788.750000
	Iteration 113Q: 3 clusters Score -1.5337e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -15337023.000000 Penalty: 3788.750000
	Iteration 114Q: 3 clusters Score -1.533702e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -15337046.000000 Penalty: 3788.750000
	Iteration 115Q: 3 clusters Score -1.533705e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -15337082.000000 Penalty: 3788.750000
	Iteration 116Q: 3 clusters Score -1.533708e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -15337120.000000 Penalty: 3788.750000
	Iteration 117Q: 3 clusters Score -1.533712e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -15337126.000000 Penalty: 3788.750000
	Iteration 118Q: 3 clusters Score -1.533713e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -15337165.000000 Penalty: 3788.750000
	Iteration 119Q: 3 clusters Score -1.533716e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -15337133.000000 Penalty: 3788.750000
	Iteration 120F: 3 clusters Score -1.533713e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -15337160.000000 Penalty: 3788.750000
	Iteration 121Q: 3 clusters Score -1.533716e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -15337155.000000 Penalty: 3788.750000
	Iteration 122Q: 3 clusters Score -1.533716e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -15337137.000000 Penalty: 3788.750000
	Iteration 123Q: 3 clusters Score -1.533714e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -15337123.000000 Penalty: 3788.750000
	Iteration 124Q: 3 clusters Score -1.533712e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -15337117.000000 Penalty: 3788.750000
	Iteration 125Q: 3 clusters Score -1.533712e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -15337134.000000 Penalty: 3788.750000
	Iteration 126Q: 3 clusters Score -1.533713e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -15337133.000000 Penalty: 3788.750000
	Iteration 127Q: 3 clusters Score -1.533713e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -15337110.000000 Penalty: 3788.750000
	Iteration 128Q: 3 clusters Score -1.533711e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -15337122.000000 Penalty: 3788.750000
	Iteration 129Q: 3 clusters Score -1.533712e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -15337087.000000 Penalty: 3788.750000
	Iteration 130Q: 3 clusters Score -1.533709e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -15337099.000000 Penalty: 3788.750000
	Iteration 131Q: 3 clusters Score -1.53371e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -15337135.000000 Penalty: 3788.750000
	Iteration 132Q: 3 clusters Score -1.533714e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -15337151.000000 Penalty: 3788.750000
	Iteration 133Q: 3 clusters Score -1.533715e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -15337158.000000 Penalty: 3788.750000
	Iteration 134Q: 3 clusters Score -1.533716e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -15337111.000000 Penalty: 3788.750000
	Iteration 135Q: 3 clusters Score -1.533711e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -15337130.000000 Penalty: 3788.750000
	Iteration 136Q: 3 clusters Score -1.533713e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -15337130.000000 Penalty: 3788.750000
	Iteration 137Q: 3 clusters Score -1.533713e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -15337137.000000 Penalty: 3788.750000
	Iteration 138Q: 3 clusters Score -1.533714e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -15337174.000000 Penalty: 3788.750000
	Iteration 139Q: 3 clusters Score -1.533717e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -15337189.000000 Penalty: 3788.750000
	Iteration 140F: 3 clusters Score -1.533719e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -15337140.000000 Penalty: 3788.750000
	Iteration 141Q: 3 clusters Score -1.533714e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -15337142.000000 Penalty: 3788.750000
	Iteration 142Q: 3 clusters Score -1.533714e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -15337137.000000 Penalty: 3788.750000
	Iteration 143Q: 3 clusters Score -1.533714e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -15337198.000000 Penalty: 3788.750000
	Iteration 144Q: 3 clusters Score -1.53372e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -15337238.000000 Penalty: 3788.750000
	Iteration 145Q: 3 clusters Score -1.533724e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -15337227.000000 Penalty: 3788.750000
	Iteration 146Q: 3 clusters Score -1.533723e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -15337261.000000 Penalty: 3788.750000
	Iteration 147Q: 3 clusters Score -1.533726e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -15337295.000000 Penalty: 3788.750000
	Iteration 148Q: 3 clusters Score -1.53373e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -15337314.000000 Penalty: 3788.750000
	Iteration 149Q: 3 clusters Score -1.533731e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -15337304.000000 Penalty: 3788.750000
	Iteration 150Q: 3 clusters Score -1.53373e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -15337329.000000 Penalty: 3788.750000
	Iteration 151Q: 3 clusters Score -1.533733e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -15337348.000000 Penalty: 3788.750000
	Iteration 152Q: 3 clusters Score -1.533735e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -15337388.000000 Penalty: 3788.750000
	Iteration 153Q: 3 clusters Score -1.533739e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -15337403.000000 Penalty: 3788.750000
	Iteration 154Q: 3 clusters Score -1.53374e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -15337382.000000 Penalty: 3788.750000
	Iteration 155Q: 3 clusters Score -1.533738e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -15337420.000000 Penalty: 3788.750000
	Iteration 156Q: 3 clusters Score -1.533742e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -15337440.000000 Penalty: 3788.750000
	Iteration 157Q: 3 clusters Score -1.533744e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -15337455.000000 Penalty: 3788.750000
	Iteration 158Q: 3 clusters Score -1.533746e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -15337467.000000 Penalty: 3788.750000
	Iteration 159Q: 3 clusters Score -1.533747e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -15337467.000000 Penalty: 3788.750000
	Iteration 160F: 3 clusters Score -1.533747e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -15337436.000000 Penalty: 3788.750000
	Iteration 161Q: 3 clusters Score -1.533744e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -15337459.000000 Penalty: 3788.750000
	Iteration 162Q: 3 clusters Score -1.533746e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -15337481.000000 Penalty: 3788.750000
	Iteration 163Q: 3 clusters Score -1.533748e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -15337484.000000 Penalty: 3788.750000
	Iteration 164Q: 3 clusters Score -1.533748e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -15337474.000000 Penalty: 3788.750000
	Iteration 165Q: 3 clusters Score -1.533747e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -15337480.000000 Penalty: 3788.750000
	Iteration 166Q: 3 clusters Score -1.533748e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -15337496.000000 Penalty: 3788.750000
	Iteration 167Q: 3 clusters Score -1.53375e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -15337489.000000 Penalty: 3788.750000
	Iteration 168Q: 3 clusters Score -1.533749e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -15337503.000000 Penalty: 3788.750000
	Iteration 169Q: 3 clusters Score -1.53375e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -15337517.000000 Penalty: 3788.750000
	Iteration 170Q: 3 clusters Score -1.533752e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -15337547.000000 Penalty: 3788.750000
	Iteration 171Q: 3 clusters Score -1.533755e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -15337537.000000 Penalty: 3788.750000
	Iteration 172Q: 3 clusters Score -1.533754e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -15337526.000000 Penalty: 3788.750000
	Iteration 173Q: 3 clusters Score -1.533753e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -15337542.000000 Penalty: 3788.750000
	Iteration 174Q: 3 clusters Score -1.533754e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -15337534.000000 Penalty: 3788.750000
	Iteration 175Q: 3 clusters Score -1.533753e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -15337515.000000 Penalty: 3788.750000
	Iteration 176Q: 3 clusters Score -1.533752e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -15337518.000000 Penalty: 3788.750000
	Iteration 177Q: 3 clusters Score -1.533752e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -15337510.000000 Penalty: 3788.750000
	Iteration 178Q: 3 clusters Score -1.533751e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -15337509.000000 Penalty: 3788.750000
	Iteration 179Q: 3 clusters Score -1.533751e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -15337543.000000 Penalty: 3788.750000
	Iteration 180F: 3 clusters Score -1.533754e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -15337545.000000 Penalty: 3788.750000
	Iteration 181Q: 3 clusters Score -1.533754e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -15337574.000000 Penalty: 3788.750000
	Iteration 182Q: 3 clusters Score -1.533757e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -15337596.000000 Penalty: 3788.750000
	Iteration 183Q: 3 clusters Score -1.53376e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -15337584.000000 Penalty: 3788.750000
	Iteration 184Q: 3 clusters Score -1.533758e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -15337594.000000 Penalty: 3788.750000
	Iteration 185Q: 3 clusters Score -1.533759e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -15337624.000000 Penalty: 3788.750000
	Iteration 186Q: 3 clusters Score -1.533762e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -15337594.000000 Penalty: 3788.750000
	Iteration 187Q: 3 clusters Score -1.533759e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -15337600.000000 Penalty: 3788.750000
	Iteration 188Q: 3 clusters Score -1.53376e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -15337612.000000 Penalty: 3788.750000
	Iteration 189Q: 3 clusters Score -1.533761e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -15337599.000000 Penalty: 3788.750000
	Iteration 190Q: 3 clusters Score -1.53376e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -15337633.000000 Penalty: 3788.750000
	Iteration 191Q: 3 clusters Score -1.533763e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -15337650.000000 Penalty: 3788.750000
	Iteration 192Q: 3 clusters Score -1.533765e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -15337647.000000 Penalty: 3788.750000
	Iteration 193Q: 3 clusters Score -1.533765e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -15337647.000000 Penalty: 3788.750000
	Iteration 194Q: 3 clusters Score -1.533765e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -15337631.000000 Penalty: 3788.750000
	Iteration 195Q: 3 clusters Score -1.533763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -15337660.000000 Penalty: 3788.750000
	Iteration 196Q: 3 clusters Score -1.533766e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -15337702.000000 Penalty: 3788.750000
	Iteration 197Q: 3 clusters Score -1.53377e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -15337701.000000 Penalty: 3788.750000
	Iteration 198Q: 3 clusters Score -1.53377e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -15337725.000000 Penalty: 3788.750000
	Iteration 199Q: 3 clusters Score -1.533772e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -15337713.000000 Penalty: 3788.750000
	Iteration 200F: 3 clusters Score -1.533771e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -15337738.000000 Penalty: 3788.750000
	Iteration 201Q: 3 clusters Score -1.533774e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -15337747.000000 Penalty: 3788.750000
	Iteration 202Q: 3 clusters Score -1.533775e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -15337780.000000 Penalty: 3788.750000
	Iteration 203Q: 3 clusters Score -1.533778e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -15337787.000000 Penalty: 3788.750000
	Iteration 204Q: 3 clusters Score -1.533779e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -15337812.000000 Penalty: 3788.750000
	Iteration 205Q: 3 clusters Score -1.533781e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -15337878.000000 Penalty: 3788.750000
	Iteration 206Q: 3 clusters Score -1.533788e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -15337885.000000 Penalty: 3788.750000
	Iteration 207Q: 3 clusters Score -1.533788e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -15337858.000000 Penalty: 3788.750000
	Iteration 208Q: 3 clusters Score -1.533786e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -15337822.000000 Penalty: 3788.750000
	Iteration 209Q: 3 clusters Score -1.533782e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -15337825.000000 Penalty: 3788.750000
	Iteration 210Q: 3 clusters Score -1.533782e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -15337833.000000 Penalty: 3788.750000
	Iteration 211Q: 3 clusters Score -1.533783e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -15337820.000000 Penalty: 3788.750000
	Iteration 212Q: 3 clusters Score -1.533782e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -15337839.000000 Penalty: 3788.750000
	Iteration 213Q: 3 clusters Score -1.533784e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -15337848.000000 Penalty: 3788.750000
	Iteration 214Q: 3 clusters Score -1.533785e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -15337832.000000 Penalty: 3788.750000
	Iteration 215Q: 3 clusters Score -1.533783e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -15337799.000000 Penalty: 3788.750000
	Iteration 216Q: 3 clusters Score -1.53378e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -15337830.000000 Penalty: 3788.750000
	Iteration 217Q: 3 clusters Score -1.533783e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -15337856.000000 Penalty: 3788.750000
	Iteration 218Q: 3 clusters Score -1.533786e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -15337867.000000 Penalty: 3788.750000
	Iteration 219Q: 3 clusters Score -1.533787e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -15337851.000000 Penalty: 3788.750000
	Iteration 220F: 3 clusters Score -1.533785e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -15337861.000000 Penalty: 3788.750000
	Iteration 221Q: 3 clusters Score -1.533786e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -15337873.000000 Penalty: 3788.750000
	Iteration 222Q: 3 clusters Score -1.533787e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -15337869.000000 Penalty: 3788.750000
	Iteration 223Q: 3 clusters Score -1.533787e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -15337870.000000 Penalty: 3788.750000
	Iteration 224Q: 3 clusters Score -1.533787e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -15337869.000000 Penalty: 3788.750000
	Iteration 225Q: 3 clusters Score -1.533787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -15337844.000000 Penalty: 3788.750000
	Iteration 226Q: 3 clusters Score -1.533784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -15337828.000000 Penalty: 3788.750000
	Iteration 227Q: 3 clusters Score -1.533783e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -15337843.000000 Penalty: 3788.750000
	Iteration 228Q: 3 clusters Score -1.533784e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -15337856.000000 Penalty: 3788.750000
	Iteration 229Q: 3 clusters Score -1.533786e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -15337871.000000 Penalty: 3788.750000
	Iteration 230Q: 3 clusters Score -1.533787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -15337871.000000 Penalty: 3788.750000
	Iteration 231Q: 3 clusters Score -1.533787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -15337867.000000 Penalty: 3788.750000
	Iteration 232Q: 3 clusters Score -1.533787e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -15337870.000000 Penalty: 3788.750000
	Iteration 233Q: 3 clusters Score -1.533787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -15337879.000000 Penalty: 3788.750000
	Iteration 234Q: 3 clusters Score -1.533788e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -15337894.000000 Penalty: 3788.750000
	Iteration 235Q: 3 clusters Score -1.533789e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -15337882.000000 Penalty: 3788.750000
	Iteration 236Q: 3 clusters Score -1.533788e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -15337907.000000 Penalty: 3788.750000
	Iteration 237Q: 3 clusters Score -1.533791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -15337918.000000 Penalty: 3788.750000
	Iteration 238Q: 3 clusters Score -1.533792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -15337920.000000 Penalty: 3788.750000
	Iteration 239Q: 3 clusters Score -1.533792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -15337928.000000 Penalty: 3788.750000
	Iteration 240F: 3 clusters Score -1.533793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -15337924.000000 Penalty: 3788.750000
	Iteration 241Q: 3 clusters Score -1.533792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -15337923.000000 Penalty: 3788.750000
	Iteration 242Q: 3 clusters Score -1.533792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -15337900.000000 Penalty: 3788.750000
	Iteration 243Q: 3 clusters Score -1.53379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -15337889.000000 Penalty: 3788.750000
	Iteration 244Q: 3 clusters Score -1.533789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -15337888.000000 Penalty: 3788.750000
	Iteration 245Q: 3 clusters Score -1.533789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -15337899.000000 Penalty: 3788.750000
	Iteration 246Q: 3 clusters Score -1.53379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -15337890.000000 Penalty: 3788.750000
	Iteration 247Q: 3 clusters Score -1.533789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -15337881.000000 Penalty: 3788.750000
	Iteration 248Q: 3 clusters Score -1.533788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -15337893.000000 Penalty: 3788.750000
	Iteration 249Q: 3 clusters Score -1.533789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -15337885.000000 Penalty: 3788.750000
	Iteration 250Q: 3 clusters Score -1.533788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -15337882.000000 Penalty: 3788.750000
	Iteration 251Q: 3 clusters Score -1.533788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -15337878.000000 Penalty: 3788.750000
	Iteration 252Q: 3 clusters Score -1.533788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -15337871.000000 Penalty: 3788.750000
	Iteration 253Q: 3 clusters Score -1.533787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -15337863.000000 Penalty: 3788.750000
	Iteration 254Q: 3 clusters Score -1.533786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -15337872.000000 Penalty: 3788.750000
	Iteration 255Q: 3 clusters Score -1.533787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -15337887.000000 Penalty: 3788.750000
	Iteration 256Q: 3 clusters Score -1.533789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -15337888.000000 Penalty: 3788.750000
	Iteration 257Q: 3 clusters Score -1.533789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -15337879.000000 Penalty: 3788.750000
	Iteration 258Q: 3 clusters Score -1.533788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -15337873.000000 Penalty: 3788.750000
	Iteration 259Q: 3 clusters Score -1.533787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -15337883.000000 Penalty: 3788.750000
	Iteration 260F: 3 clusters Score -1.533788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -15337883.000000 Penalty: 3788.750000
	Iteration 261Q: 3 clusters Score -1.533788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -15337883.000000 Penalty: 3788.750000
	Iteration 262Q: 3 clusters Score -1.533788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -15337890.000000 Penalty: 3788.750000
	Iteration 263Q: 3 clusters Score -1.533789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -15337878.000000 Penalty: 3788.750000
	Iteration 264Q: 3 clusters Score -1.533788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -15337871.000000 Penalty: 3788.750000
	Iteration 265Q: 3 clusters Score -1.533787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -15337874.000000 Penalty: 3788.750000
	Iteration 266Q: 3 clusters Score -1.533787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -15337858.000000 Penalty: 3788.750000
	Iteration 267Q: 3 clusters Score -1.533786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -15337857.000000 Penalty: 3788.750000
	Iteration 268Q: 3 clusters Score -1.533786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -15337865.000000 Penalty: 3788.750000
	Iteration 269Q: 3 clusters Score -1.533786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -15337851.000000 Penalty: 3788.750000
	Iteration 270Q: 3 clusters Score -1.533785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -15337850.000000 Penalty: 3788.750000
	Iteration 271Q: 3 clusters Score -1.533785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -15337850.000000 Penalty: 3788.750000
	Iteration 272Q: 3 clusters Score -1.533785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -15337861.000000 Penalty: 3788.750000
	Iteration 273Q: 3 clusters Score -1.533786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -15337866.000000 Penalty: 3788.750000
	Iteration 274Q: 3 clusters Score -1.533787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -15337860.000000 Penalty: 3788.750000
	Iteration 275Q: 3 clusters Score -1.533786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -15337859.000000 Penalty: 3788.750000
	Iteration 276Q: 3 clusters Score -1.533786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -15337872.000000 Penalty: 3788.750000
	Iteration 277Q: 3 clusters Score -1.533787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -15337875.000000 Penalty: 3788.750000
	Iteration 278Q: 3 clusters Score -1.533788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -15337875.000000 Penalty: 3788.750000
	Iteration 279F: 3 clusters Score -1.533788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 70862 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 138 members 
Mstep: Class 20 contains 59260 members 
Mstep: Class 21 contains 71052 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 70464 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 539 members 
Mstep: Class 29 contains 56317 members 
Entering Unmasked Estep 
Score: -127639576.000000 Penalty: 65108.277344
Splitting cluster 20 changes total score from -127555288.000000 to -127639576.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 88403 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 88610 members 
Mstep: Class 10 contains 70862 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 18596 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 88320 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 111268 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 138 members 
Mstep: Class 20 contains 59260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127672776.000000 Penalty: 65108.277344
Iteration 39Q: 30 clusters Score -1.276728e+08 nChanged 60997
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 91060 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 75105 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 8544 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 86530 members 
Mstep: Class 10 contains 71651 members 
Mstep: Class 11 contains 11885 members 
Mstep: Class 12 contains 18826 members 
Mstep: Class 13 contains 30507 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 4585 members 
Mstep: Class 17 contains 110915 members 
Mstep: Class 18 contains 5100 members 
Mstep: Class 19 contains 136 members 
Mstep: Class 20 contains 63568 members 
Mstep: Class 21 contains 73557 members 
Mstep: Class 22 contains 77171 members 
Mstep: Class 23 contains 21569 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 73705 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 1583 members 
Mstep: Class 28 contains 540 members 
Mstep: Class 29 contains 53389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127693808.000000 Penalty: 65108.277344
Iteration 40F: 30 clusters Score -1.276938e+08 nChanged 59008
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 89489 members 
Mstep: Class 3 contains 7571 members 
Mstep: Class 4 contains 81823 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 84447 members 
Mstep: Class 10 contains 72722 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 18158 members 
Mstep: Class 13 contains 30328 members 
Mstep: Class 14 contains 7585 members 
Mstep: Class 15 contains 69964 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 107805 members 
Mstep: Class 18 contains 5064 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 65472 members 
Mstep: Class 21 contains 84193 members 
Mstep: Class 22 contains 68825 members 
Mstep: Class 23 contains 21959 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 81451 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 1685 members 
Mstep: Class 28 contains 611 members 
Mstep: Class 29 contains 54183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127699696.000000 Penalty: 65108.277344
Iteration 41F: 30 clusters Score -1.276997e+08 nChanged 50040
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 88291 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 85882 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 2225 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 82696 members 
Mstep: Class 10 contains 75818 members 
Mstep: Class 11 contains 10840 members 
Mstep: Class 12 contains 17209 members 
Mstep: Class 13 contains 30157 members 
Mstep: Class 14 contains 7459 members 
Mstep: Class 15 contains 60142 members 
Mstep: Class 16 contains 4837 members 
Mstep: Class 17 contains 105578 members 
Mstep: Class 18 contains 5049 members 
Mstep: Class 19 contains 156 members 
Mstep: Class 20 contains 66692 members 
Mstep: Class 21 contains 92095 members 
Mstep: Class 22 contains 62263 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 87538 members 
Mstep: Class 26 contains 1879 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 652 members 
Mstep: Class 29 contains 54706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127702160.000000 Penalty: 65108.277344
Iteration 42F: 30 clusters Score -1.277022e+08 nChanged 46898
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 86595 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 87075 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 9967 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 81142 members 
Mstep: Class 10 contains 79795 members 
Mstep: Class 11 contains 10476 members 
Mstep: Class 12 contains 16384 members 
Mstep: Class 13 contains 29974 members 
Mstep: Class 14 contains 7333 members 
Mstep: Class 15 contains 53724 members 
Mstep: Class 16 contains 4894 members 
Mstep: Class 17 contains 103725 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 67371 members 
Mstep: Class 21 contains 96855 members 
Mstep: Class 22 contains 58456 members 
Mstep: Class 23 contains 22216 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 92919 members 
Mstep: Class 26 contains 1899 members 
Mstep: Class 27 contains 1740 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 55156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127702936.000000 Penalty: 65108.277344
Iteration 43Q: 30 clusters Score -1.277029e+08 nChanged 43560
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 84770 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 87051 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 10360 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 161 members 
Mstep: Class 9 contains 79774 members 
Mstep: Class 10 contains 84407 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 15985 members 
Mstep: Class 13 contains 29765 members 
Mstep: Class 14 contains 7212 members 
Mstep: Class 15 contains 49231 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 102257 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 155 members 
Mstep: Class 20 contains 67576 members 
Mstep: Class 21 contains 99210 members 
Mstep: Class 22 contains 56469 members 
Mstep: Class 23 contains 22277 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 97126 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 705 members 
Mstep: Class 29 contains 55602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127704568.000000 Penalty: 65108.277344
Iteration 44Q: 30 clusters Score -1.277046e+08 nChanged 39987
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 82943 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 86464 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 78610 members 
Mstep: Class 10 contains 89509 members 
Mstep: Class 11 contains 9927 members 
Mstep: Class 12 contains 15792 members 
Mstep: Class 13 contains 29595 members 
Mstep: Class 14 contains 7096 members 
Mstep: Class 15 contains 45995 members 
Mstep: Class 16 contains 4979 members 
Mstep: Class 17 contains 101422 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 150 members 
Mstep: Class 20 contains 67246 members 
Mstep: Class 21 contains 99985 members 
Mstep: Class 22 contains 55578 members 
Mstep: Class 23 contains 22348 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 100085 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 55969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127705840.000000 Penalty: 65108.277344
Iteration 45Q: 30 clusters Score -1.277058e+08 nChanged 36600
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 81250 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 85758 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 143 members 
Mstep: Class 9 contains 77584 members 
Mstep: Class 10 contains 94964 members 
Mstep: Class 11 contains 9719 members 
Mstep: Class 12 contains 15720 members 
Mstep: Class 13 contains 29420 members 
Mstep: Class 14 contains 7005 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 100907 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 146 members 
Mstep: Class 20 contains 66820 members 
Mstep: Class 21 contains 99767 members 
Mstep: Class 22 contains 55304 members 
Mstep: Class 23 contains 22407 members 
Mstep: Class 24 contains 516 members 
Mstep: Class 25 contains 101982 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 56232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 30 clusters Score -1.27708e+08 nChanged 32628
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 79748 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 85480 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 139 members 
Mstep: Class 9 contains 76718 members 
Mstep: Class 10 contains 100400 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 15788 members 
Mstep: Class 13 contains 29260 members 
Mstep: Class 14 contains 6912 members 
Mstep: Class 15 contains 41437 members 
Mstep: Class 16 contains 5035 members 
Mstep: Class 17 contains 100635 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 66248 members 
Mstep: Class 21 contains 98486 members 
Mstep: Class 22 contains 55309 members 
Mstep: Class 23 contains 22401 members 
Mstep: Class 24 contains 510 members 
Mstep: Class 25 contains 102982 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 56447 members 
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Iteration 47Q: 30 clusters Score -1.277101e+08 nChanged 28464
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 78396 members 
Mstep: Class 3 contains 7120 members 
Mstep: Class 4 contains 85727 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 12045 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 75929 members 
Mstep: Class 10 contains 105574 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 16014 members 
Mstep: Class 13 contains 29098 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 40098 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 65605 members 
Mstep: Class 21 contains 96630 members 
Mstep: Class 22 contains 55361 members 
Mstep: Class 23 contains 22435 members 
Mstep: Class 24 contains 505 members 
Mstep: Class 25 contains 103162 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 1745 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 56591 members 
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Iteration 48Q: 30 clusters Score -1.277117e+08 nChanged 24460
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 77167 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 86180 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 6 contains 12436 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 75273 members 
Mstep: Class 10 contains 110111 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 16351 members 
Mstep: Class 13 contains 28973 members 
Mstep: Class 14 contains 6725 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 100625 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 64890 members 
Mstep: Class 21 contains 95168 members 
Mstep: Class 22 contains 55371 members 
Mstep: Class 23 contains 22463 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 102674 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 56653 members 
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Iteration 49Q: 30 clusters Score -1.277113e+08 nChanged 20874
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 76159 members 
Mstep: Class 3 contains 7106 members 
Mstep: Class 4 contains 86701 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 74776 members 
Mstep: Class 10 contains 114029 members 
Mstep: Class 11 contains 9215 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 28860 members 
Mstep: Class 14 contains 6657 members 
Mstep: Class 15 contains 38251 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 100701 members 
Mstep: Class 18 contains 4984 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 64248 members 
Mstep: Class 21 contains 94223 members 
Mstep: Class 22 contains 55503 members 
Mstep: Class 23 contains 22465 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 101475 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 56572 members 
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Iteration 50Q: 30 clusters Score -1.277105e+08 nChanged 17726
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 75357 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 87185 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 13028 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 74313 members 
Mstep: Class 10 contains 116841 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 17262 members 
Mstep: Class 13 contains 28765 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 37727 members 
Mstep: Class 16 contains 5093 members 
Mstep: Class 17 contains 100854 members 
Mstep: Class 18 contains 4977 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 63740 members 
Mstep: Class 21 contains 93817 members 
Mstep: Class 22 contains 55698 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 100093 members 
Mstep: Class 26 contains 1989 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 56335 members 
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Iteration 51Q: 30 clusters Score -1.277111e+08 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 74663 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 87521 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 73895 members 
Mstep: Class 10 contains 118453 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 17791 members 
Mstep: Class 13 contains 28659 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 37347 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 100999 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 63333 members 
Mstep: Class 21 contains 93760 members 
Mstep: Class 22 contains 55943 members 
Mstep: Class 23 contains 22524 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 99363 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 55995 members 
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Iteration 52Q: 30 clusters Score -1.277112e+08 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 74046 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 4 contains 87873 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 13529 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 73568 members 
Mstep: Class 10 contains 119284 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 18289 members 
Mstep: Class 13 contains 28566 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 37002 members 
Mstep: Class 16 contains 5114 members 
Mstep: Class 17 contains 100992 members 
Mstep: Class 18 contains 4972 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 63000 members 
Mstep: Class 21 contains 93767 members 
Mstep: Class 22 contains 56223 members 
Mstep: Class 23 contains 22568 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 99134 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 55670 members 
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Iteration 53Q: 30 clusters Score -1.277104e+08 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 73581 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 88051 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 73240 members 
Mstep: Class 10 contains 119789 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 28487 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 36749 members 
Mstep: Class 16 contains 5133 members 
Mstep: Class 17 contains 100794 members 
Mstep: Class 18 contains 4967 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62771 members 
Mstep: Class 21 contains 93691 members 
Mstep: Class 22 contains 56514 members 
Mstep: Class 23 contains 22615 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 99186 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 55456 members 
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Iteration 54Q: 30 clusters Score -1.27711e+08 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 73175 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 88090 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 13919 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 138 members 
Mstep: Class 9 contains 72920 members 
Mstep: Class 10 contains 120188 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 19401 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 14 contains 6432 members 
Mstep: Class 15 contains 36601 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 100669 members 
Mstep: Class 18 contains 4959 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62575 members 
Mstep: Class 21 contains 93493 members 
Mstep: Class 22 contains 56809 members 
Mstep: Class 23 contains 22647 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 99328 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 55212 members 
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Iteration 55Q: 30 clusters Score -1.277112e+08 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 72907 members 
Mstep: Class 3 contains 7543 members 
Mstep: Class 4 contains 87987 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 14071 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 72620 members 
Mstep: Class 10 contains 120508 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 20066 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 6419 members 
Mstep: Class 15 contains 36485 members 
Mstep: Class 16 contains 5147 members 
Mstep: Class 17 contains 100328 members 
Mstep: Class 18 contains 4955 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62495 members 
Mstep: Class 21 contains 93244 members 
Mstep: Class 22 contains 57086 members 
Mstep: Class 23 contains 22656 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 99531 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 55023 members 
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Iteration 56Q: 30 clusters Score -1.277113e+08 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 72699 members 
Mstep: Class 3 contains 7651 members 
Mstep: Class 4 contains 87674 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 14184 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 72333 members 
Mstep: Class 10 contains 120688 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 28326 members 
Mstep: Class 14 contains 6412 members 
Mstep: Class 15 contains 36425 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 99879 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62593 members 
Mstep: Class 21 contains 92987 members 
Mstep: Class 22 contains 57355 members 
Mstep: Class 23 contains 22664 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 99851 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 54857 members 
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Iteration 57Q: 30 clusters Score -1.277113e+08 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 72507 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 87222 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 14281 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 72103 members 
Mstep: Class 10 contains 120910 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 21509 members 
Mstep: Class 13 contains 28301 members 
Mstep: Class 14 contains 6413 members 
Mstep: Class 15 contains 36388 members 
Mstep: Class 16 contains 5162 members 
Mstep: Class 17 contains 99264 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62663 members 
Mstep: Class 21 contains 92653 members 
Mstep: Class 22 contains 57578 members 
Mstep: Class 23 contains 22683 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 100195 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 54869 members 
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Iteration 58Q: 30 clusters Score -1.277118e+08 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 72318 members 
Mstep: Class 3 contains 7940 members 
Mstep: Class 4 contains 86700 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 14367 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 71861 members 
Mstep: Class 10 contains 121170 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 22248 members 
Mstep: Class 13 contains 28277 members 
Mstep: Class 14 contains 6407 members 
Mstep: Class 15 contains 36342 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 98729 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62668 members 
Mstep: Class 21 contains 92298 members 
Mstep: Class 22 contains 57800 members 
Mstep: Class 23 contains 22683 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 100476 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 55016 members 
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Iteration 59Q: 30 clusters Score -1.277118e+08 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 72136 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 86103 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 14435 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 71663 members 
Mstep: Class 10 contains 121317 members 
Mstep: Class 11 contains 8945 members 
Mstep: Class 12 contains 22980 members 
Mstep: Class 13 contains 28240 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 36295 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 98070 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 147 members 
Mstep: Class 20 contains 62616 members 
Mstep: Class 21 contains 92050 members 
Mstep: Class 22 contains 58049 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 100757 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 55298 members 
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Iteration 60F: 30 clusters Score -1.277139e+08 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 71858 members 
Mstep: Class 3 contains 8304 members 
Mstep: Class 4 contains 85301 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 14493 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 135 members 
Mstep: Class 9 contains 71452 members 
Mstep: Class 10 contains 121433 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 24369 members 
Mstep: Class 13 contains 28209 members 
Mstep: Class 14 contains 6412 members 
Mstep: Class 15 contains 36309 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 96985 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 62458 members 
Mstep: Class 21 contains 90908 members 
Mstep: Class 22 contains 58297 members 
Mstep: Class 23 contains 22706 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 101737 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 55983 members 
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Iteration 61Q: 30 clusters Score -1.277161e+08 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 71610 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 84408 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 14546 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 71267 members 
Mstep: Class 10 contains 121490 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 25888 members 
Mstep: Class 13 contains 28186 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 36322 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 96028 members 
Mstep: Class 18 contains 4942 members 
Mstep: Class 19 contains 151 members 
Mstep: Class 20 contains 61991 members 
Mstep: Class 21 contains 89855 members 
Mstep: Class 22 contains 58531 members 
Mstep: Class 23 contains 22725 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 102562 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 750 members 
Mstep: Class 29 contains 56822 members 
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Iteration 62Q: 30 clusters Score -1.27717e+08 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 71387 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 83454 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 71125 members 
Mstep: Class 10 contains 121549 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 27485 members 
Mstep: Class 13 contains 28146 members 
Mstep: Class 14 contains 6423 members 
Mstep: Class 15 contains 36306 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 95174 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 61289 members 
Mstep: Class 21 contains 88782 members 
Mstep: Class 22 contains 58709 members 
Mstep: Class 23 contains 22732 members 
Mstep: Class 24 contains 496 members 
Mstep: Class 25 contains 103418 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 57797 members 
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Iteration 63Q: 30 clusters Score -1.277173e+08 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 71241 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 82535 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 6 contains 14623 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70920 members 
Mstep: Class 10 contains 121532 members 
Mstep: Class 11 contains 9130 members 
Mstep: Class 12 contains 29134 members 
Mstep: Class 13 contains 28115 members 
Mstep: Class 14 contains 6444 members 
Mstep: Class 15 contains 36265 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 94304 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 138 members 
Mstep: Class 20 contains 60412 members 
Mstep: Class 21 contains 87690 members 
Mstep: Class 22 contains 58868 members 
Mstep: Class 23 contains 22751 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 104263 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 1753 members 
Mstep: Class 28 contains 768 members 
Mstep: Class 29 contains 58998 members 
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Iteration 64Q: 30 clusters Score -1.27719e+08 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 71078 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 81666 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 14664 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70773 members 
Mstep: Class 10 contains 121383 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 30878 members 
Mstep: Class 13 contains 28084 members 
Mstep: Class 14 contains 6460 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 93669 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 59173 members 
Mstep: Class 21 contains 86759 members 
Mstep: Class 22 contains 58965 members 
Mstep: Class 23 contains 22769 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 105110 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 1753 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 60237 members 
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Iteration 65Q: 30 clusters Score -1.277198e+08 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 70931 members 
Mstep: Class 3 contains 9250 members 
Mstep: Class 4 contains 80763 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 14727 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70606 members 
Mstep: Class 10 contains 121239 members 
Mstep: Class 11 contains 9295 members 
Mstep: Class 12 contains 32741 members 
Mstep: Class 13 contains 28035 members 
Mstep: Class 14 contains 6468 members 
Mstep: Class 15 contains 36011 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 93123 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 57490 members 
Mstep: Class 21 contains 85953 members 
Mstep: Class 22 contains 59067 members 
Mstep: Class 23 contains 22782 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 105797 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 61697 members 
Entering Unmasked Estep 
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Iteration 66Q: 30 clusters Score -1.277208e+08 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 70809 members 
Mstep: Class 3 contains 9503 members 
Mstep: Class 4 contains 79760 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 14758 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70476 members 
Mstep: Class 10 contains 121162 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 34711 members 
Mstep: Class 13 contains 27989 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 35837 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 92435 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 55711 members 
Mstep: Class 21 contains 85207 members 
Mstep: Class 22 contains 59186 members 
Mstep: Class 23 contains 22797 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 106436 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1753 members 
Mstep: Class 28 contains 788 members 
Mstep: Class 29 contains 63321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127721840.000000 Penalty: 65108.277344
Iteration 67Q: 30 clusters Score -1.277218e+08 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 70647 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 78799 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 14801 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70294 members 
Mstep: Class 10 contains 121123 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 36767 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 6482 members 
Mstep: Class 15 contains 35603 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 91486 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 53673 members 
Mstep: Class 21 contains 84515 members 
Mstep: Class 22 contains 59264 members 
Mstep: Class 23 contains 22813 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 106996 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 792 members 
Mstep: Class 29 contains 65486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723184.000000 Penalty: 65108.277344
Iteration 68Q: 30 clusters Score -1.277232e+08 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 70498 members 
Mstep: Class 3 contains 10014 members 
Mstep: Class 4 contains 77881 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 14872 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70197 members 
Mstep: Class 10 contains 121092 members 
Mstep: Class 11 contains 9533 members 
Mstep: Class 12 contains 38932 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 6493 members 
Mstep: Class 15 contains 35269 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 90280 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 51504 members 
Mstep: Class 21 contains 83816 members 
Mstep: Class 22 contains 59293 members 
Mstep: Class 23 contains 22815 members 
Mstep: Class 24 contains 494 members 
Mstep: Class 25 contains 107569 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 67884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127724408.000000 Penalty: 65108.277344
Iteration 69Q: 30 clusters Score -1.277244e+08 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 70374 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 4 contains 76997 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70115 members 
Mstep: Class 10 contains 120998 members 
Mstep: Class 11 contains 9601 members 
Mstep: Class 12 contains 41190 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 6494 members 
Mstep: Class 15 contains 34872 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 88976 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 49299 members 
Mstep: Class 21 contains 83153 members 
Mstep: Class 22 contains 59290 members 
Mstep: Class 23 contains 22830 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 108210 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 797 members 
Mstep: Class 29 contains 70357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725472.000000 Penalty: 65108.277344
Iteration 70Q: 30 clusters Score -1.277255e+08 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 70194 members 
Mstep: Class 3 contains 10481 members 
Mstep: Class 4 contains 76172 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 14970 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70103 members 
Mstep: Class 10 contains 120970 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 43472 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 6498 members 
Mstep: Class 15 contains 34428 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 87583 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 47430 members 
Mstep: Class 21 contains 82530 members 
Mstep: Class 22 contains 59292 members 
Mstep: Class 23 contains 22839 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 108758 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 1753 members 
Mstep: Class 28 contains 799 members 
Mstep: Class 29 contains 72481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725824.000000 Penalty: 65108.277344
Iteration 71Q: 30 clusters Score -1.277258e+08 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 70035 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 75473 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 15001 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70075 members 
Mstep: Class 10 contains 120830 members 
Mstep: Class 11 contains 9721 members 
Mstep: Class 12 contains 45780 members 
Mstep: Class 13 contains 27841 members 
Mstep: Class 14 contains 6508 members 
Mstep: Class 15 contains 33959 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 86161 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 45871 members 
Mstep: Class 21 contains 81900 members 
Mstep: Class 22 contains 59290 members 
Mstep: Class 23 contains 22860 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 109217 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 798 members 
Mstep: Class 29 contains 74456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127726680.000000 Penalty: 65108.277344
Iteration 72Q: 30 clusters Score -1.277267e+08 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 69896 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 74823 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 15024 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 70013 members 
Mstep: Class 10 contains 120674 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 27831 members 
Mstep: Class 14 contains 6519 members 
Mstep: Class 15 contains 33535 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 84824 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 44550 members 
Mstep: Class 21 contains 81260 members 
Mstep: Class 22 contains 59253 members 
Mstep: Class 23 contains 22869 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 109618 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 798 members 
Mstep: Class 29 contains 76182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127727808.000000 Penalty: 65108.277344
Iteration 73Q: 30 clusters Score -1.277278e+08 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 69799 members 
Mstep: Class 3 contains 11194 members 
Mstep: Class 4 contains 74204 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 15047 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 69884 members 
Mstep: Class 10 contains 120461 members 
Mstep: Class 11 contains 9816 members 
Mstep: Class 12 contains 50203 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 6524 members 
Mstep: Class 15 contains 33093 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 83332 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 43624 members 
Mstep: Class 21 contains 80723 members 
Mstep: Class 22 contains 59210 members 
Mstep: Class 23 contains 22882 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 109999 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 799 members 
Mstep: Class 29 contains 77685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127728232.000000 Penalty: 65108.277344
Iteration 74Q: 30 clusters Score -1.277282e+08 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 69705 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 73695 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69737 members 
Mstep: Class 10 contains 120186 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 52321 members 
Mstep: Class 13 contains 27856 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 32598 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 81797 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 43004 members 
Mstep: Class 21 contains 80221 members 
Mstep: Class 22 contains 59138 members 
Mstep: Class 23 contains 22913 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 110327 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 79088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127729784.000000 Penalty: 65108.277344
Iteration 75Q: 30 clusters Score -1.277298e+08 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 69658 members 
Mstep: Class 3 contains 11632 members 
Mstep: Class 4 contains 73286 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 15078 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69616 members 
Mstep: Class 10 contains 119821 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 54445 members 
Mstep: Class 13 contains 27856 members 
Mstep: Class 14 contains 6537 members 
Mstep: Class 15 contains 32091 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 80223 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42600 members 
Mstep: Class 21 contains 79769 members 
Mstep: Class 22 contains 59019 members 
Mstep: Class 23 contains 22935 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 110517 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 80428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127730800.000000 Penalty: 65108.277344
Iteration 76Q: 30 clusters Score -1.277308e+08 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 69589 members 
Mstep: Class 3 contains 11844 members 
Mstep: Class 4 contains 72899 members 
Mstep: Class 5 contains 3263 members 
Mstep: Class 6 contains 15095 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69495 members 
Mstep: Class 10 contains 119302 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 56580 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 31548 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 78589 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42436 members 
Mstep: Class 21 contains 79498 members 
Mstep: Class 22 contains 58844 members 
Mstep: Class 23 contains 22955 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 110599 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 81735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127732136.000000 Penalty: 65108.277344
Iteration 77Q: 30 clusters Score -1.277321e+08 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 69475 members 
Mstep: Class 3 contains 12040 members 
Mstep: Class 4 contains 72590 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69421 members 
Mstep: Class 10 contains 118645 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 58782 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 30995 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 76855 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42419 members 
Mstep: Class 21 contains 79301 members 
Mstep: Class 22 contains 58646 members 
Mstep: Class 23 contains 22968 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 110550 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 83131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127732848.000000 Penalty: 65108.277344
Iteration 78Q: 30 clusters Score -1.277328e+08 nChanged 9859
Entering ConstructFrom: 
Score: -127732848.000000 Penalty: 65108.277344
Entering ConstructFrom: 
Trying to split cluster 1 (14249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Entering Unmasked Estep 
Score: -1693435.375000 Penalty: 1554.221802
	Iteration 0F: 2 clusters Score -1693435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1683596.625000 Penalty: 3108.443604
	Iteration 0F: 3 clusters Score -1683597 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1687637.250000 Penalty: 3108.443604
	Iteration 1F: 3 clusters Score -1687637 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1688656.625000 Penalty: 3108.443604
	Iteration 2F: 3 clusters Score -1688657 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1689682.250000 Penalty: 3108.443604
	Iteration 3F: 3 clusters Score -1689682 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1690817.250000 Penalty: 3108.443604
	Iteration 4F: 3 clusters Score -1690817 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1691777.125000 Penalty: 3108.443604
	Iteration 5F: 3 clusters Score -1691777 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1692362.000000 Penalty: 3108.443604
	Iteration 6F: 3 clusters Score -1692362 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1692731.375000 Penalty: 3108.443604
	Iteration 7Q: 3 clusters Score -1692731 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1692964.500000 Penalty: 3108.443604
	Iteration 8Q: 3 clusters Score -1692964 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1693103.750000 Penalty: 3108.443604
	Iteration 9Q: 3 clusters Score -1693104 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1693209.250000 Penalty: 3108.443604
	Iteration 10Q: 3 clusters Score -1693209 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1693310.500000 Penalty: 3108.443604
	Iteration 11Q: 3 clusters Score -1693310 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1693389.000000 Penalty: 3108.443604
	Iteration 12Q: 3 clusters Score -1693389 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1693441.500000 Penalty: 3108.443604
	Iteration 13Q: 3 clusters Score -1693442 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1693496.625000 Penalty: 3108.443604
	Iteration 14Q: 3 clusters Score -1693497 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1693557.375000 Penalty: 3108.443604
	Iteration 15Q: 3 clusters Score -1693557 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1693606.500000 Penalty: 3108.443604
	Iteration 16Q: 3 clusters Score -1693606 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1693680.375000 Penalty: 3108.443604
	Iteration 17Q: 3 clusters Score -1693680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1693778.000000 Penalty: 3108.443604
	Iteration 18Q: 3 clusters Score -1693778 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1693913.625000 Penalty: 3108.443604
	Iteration 19Q: 3 clusters Score -1693914 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1694084.625000 Penalty: 3108.443604
	Iteration 20F: 3 clusters Score -1694085 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1694299.625000 Penalty: 3108.443604
	Iteration 21Q: 3 clusters Score -1694300 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1694547.500000 Penalty: 3108.443604
	Iteration 22Q: 3 clusters Score -1694548 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1694838.000000 Penalty: 3108.443604
	Iteration 23Q: 3 clusters Score -1694838 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1695126.000000 Penalty: 3108.443604
	Iteration 24Q: 3 clusters Score -1695126 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1695415.625000 Penalty: 3108.443604
	Iteration 25Q: 3 clusters Score -1695416 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1695683.750000 Penalty: 3108.443604
	Iteration 26Q: 3 clusters Score -1695684 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1695876.750000 Penalty: 3108.443604
	Iteration 27Q: 3 clusters Score -1695877 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1696032.000000 Penalty: 3108.443604
	Iteration 28Q: 3 clusters Score -1696032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1696130.500000 Penalty: 3108.443604
	Iteration 29Q: 3 clusters Score -1696130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1696202.500000 Penalty: 3108.443604
	Iteration 30Q: 3 clusters Score -1696202 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1696254.125000 Penalty: 3108.443604
	Iteration 31Q: 3 clusters Score -1696254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1696282.125000 Penalty: 3108.443604
	Iteration 32Q: 3 clusters Score -1696282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1696298.250000 Penalty: 3108.443604
	Iteration 33Q: 3 clusters Score -1696298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1696305.250000 Penalty: 3108.443604
	Iteration 34Q: 3 clusters Score -1696305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1696305.625000 Penalty: 3108.443604
	Iteration 35Q: 3 clusters Score -1696306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1696314.875000 Penalty: 3108.443604
	Iteration 36Q: 3 clusters Score -1696315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1696311.750000 Penalty: 3108.443604
	Iteration 37Q: 3 clusters Score -1696312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1696313.000000 Penalty: 3108.443604
	Iteration 38Q: 3 clusters Score -1696313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1696315.000000 Penalty: 3108.443604
	Iteration 39Q: 3 clusters Score -1696315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1696316.500000 Penalty: 3108.443604
	Iteration 40F: 3 clusters Score -1696316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1696314.250000 Penalty: 3108.443604
	Iteration 41Q: 3 clusters Score -1696314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1696318.125000 Penalty: 3108.443604
	Iteration 42Q: 3 clusters Score -1696318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1696317.500000 Penalty: 3108.443604
	Iteration 43Q: 3 clusters Score -1696318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1696317.500000 Penalty: 3108.443604
	Iteration 44Q: 3 clusters Score -1696318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1696319.250000 Penalty: 3108.443604
	Iteration 45Q: 3 clusters Score -1696319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1696317.125000 Penalty: 3108.443604
	Iteration 46Q: 3 clusters Score -1696317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1696320.250000 Penalty: 3108.443604
	Iteration 47Q: 3 clusters Score -1696320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1696319.000000 Penalty: 3108.443604
	Iteration 48Q: 3 clusters Score -1696319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1696319.000000 Penalty: 3108.443604
	Iteration 49F: 3 clusters Score -1696319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 72319 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 117913 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 74908 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 22977 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 84532 members 
Mstep: Class 30 contains 11734 members 
Entering Unmasked Estep 
Score: -127735312.000000 Penalty: 67353.390625
Splitting cluster 1 changes total score from -127732848.000000 to -127735312.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (69301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Entering Unmasked Estep 
Score: -8742218.000000 Penalty: 1811.259888
	Iteration 0F: 2 clusters Score -8742218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -8696135.000000 Penalty: 3622.519775
	Iteration 0F: 3 clusters Score -8696135 nChanged 32757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8714755.000000 Penalty: 3622.519775
	Iteration 1F: 3 clusters Score -8714755 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -8715239.000000 Penalty: 3622.519775
	Iteration 2Q: 3 clusters Score -8715239 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -8715705.000000 Penalty: 3622.519775
	Iteration 3Q: 3 clusters Score -8715705 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8716185.000000 Penalty: 3622.519775
	Iteration 4Q: 3 clusters Score -8716185 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -8716710.000000 Penalty: 3622.519775
	Iteration 5Q: 3 clusters Score -8716710 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8717440.000000 Penalty: 3622.519775
	Iteration 6Q: 3 clusters Score -8717440 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -8718461.000000 Penalty: 3622.519775
	Iteration 7Q: 3 clusters Score -8718461 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -8720033.000000 Penalty: 3622.519775
	Iteration 8Q: 3 clusters Score -8720033 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -8722331.000000 Penalty: 3622.519775
	Iteration 9F: 3 clusters Score -8722331 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -8725219.000000 Penalty: 3622.519775
	Iteration 10F: 3 clusters Score -8725219 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -8727440.000000 Penalty: 3622.519775
	Iteration 11F: 3 clusters Score -8727440 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8728562.000000 Penalty: 3622.519775
	Iteration 12Q: 3 clusters Score -8728562 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -8729036.000000 Penalty: 3622.519775
	Iteration 13Q: 3 clusters Score -8729036 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8729214.000000 Penalty: 3622.519775
	Iteration 14Q: 3 clusters Score -8729214 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8729419.000000 Penalty: 3622.519775
	Iteration 15Q: 3 clusters Score -8729419 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -8729636.000000 Penalty: 3622.519775
	Iteration 16Q: 3 clusters Score -8729636 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -8729868.000000 Penalty: 3622.519775
	Iteration 17Q: 3 clusters Score -8729868 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -8730096.000000 Penalty: 3622.519775
	Iteration 18Q: 3 clusters Score -8730096 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -8730398.000000 Penalty: 3622.519775
	Iteration 19Q: 3 clusters Score -8730398 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -8730822.000000 Penalty: 3622.519775
	Iteration 20F: 3 clusters Score -8730822 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -8731302.000000 Penalty: 3622.519775
	Iteration 21Q: 3 clusters Score -8731302 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -8731799.000000 Penalty: 3622.519775
	Iteration 22Q: 3 clusters Score -8731799 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -8732484.000000 Penalty: 3622.519775
	Iteration 23Q: 3 clusters Score -8732484 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -8733149.000000 Penalty: 3622.519775
	Iteration 24Q: 3 clusters Score -8733149 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -8733925.000000 Penalty: 3622.519775
	Iteration 25Q: 3 clusters Score -8733925 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -8734769.000000 Penalty: 3622.519775
	Iteration 26Q: 3 clusters Score -8734769 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -8735572.000000 Penalty: 3622.519775
	Iteration 27Q: 3 clusters Score -8735572 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8736321.000000 Penalty: 3622.519775
	Iteration 28Q: 3 clusters Score -8736321 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8737081.000000 Penalty: 3622.519775
	Iteration 29Q: 3 clusters Score -8737081 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8737792.000000 Penalty: 3622.519775
	Iteration 30Q: 3 clusters Score -8737792 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8738501.000000 Penalty: 3622.519775
	Iteration 31Q: 3 clusters Score -8738501 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8739114.000000 Penalty: 3622.519775
	Iteration 32Q: 3 clusters Score -8739114 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8739559.000000 Penalty: 3622.519775
	Iteration 33Q: 3 clusters Score -8739559 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8739952.000000 Penalty: 3622.519775
	Iteration 34Q: 3 clusters Score -8739952 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8740233.000000 Penalty: 3622.519775
	Iteration 35Q: 3 clusters Score -8740233 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8740407.000000 Penalty: 3622.519775
	Iteration 36Q: 3 clusters Score -8740407 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8740513.000000 Penalty: 3622.519775
	Iteration 37Q: 3 clusters Score -8740513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8740573.000000 Penalty: 3622.519775
	Iteration 38Q: 3 clusters Score -8740573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8740615.000000 Penalty: 3622.519775
	Iteration 39Q: 3 clusters Score -8740615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8740632.000000 Penalty: 3622.519775
	Iteration 40F: 3 clusters Score -8740632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8740637.000000 Penalty: 3622.519775
	Iteration 41Q: 3 clusters Score -8740637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8740649.000000 Penalty: 3622.519775
	Iteration 42Q: 3 clusters Score -8740649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8740657.000000 Penalty: 3622.519775
	Iteration 43Q: 3 clusters Score -8740657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8740660.000000 Penalty: 3622.519775
	Iteration 44Q: 3 clusters Score -8740660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8740659.000000 Penalty: 3622.519775
	Iteration 45Q: 3 clusters Score -8740659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8740659.000000 Penalty: 3622.519775
	Iteration 46F: 3 clusters Score -8740659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Entering Unmasked Estep 
Score: -1522757.000000 Penalty: 1529.498901
	Iteration 0F: 2 clusters Score -1522757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1514198.250000 Penalty: 3058.997803
	Iteration 0F: 3 clusters Score -1514198 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1516938.500000 Penalty: 3058.997803
	Iteration 1F: 3 clusters Score -1516938 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1517186.125000 Penalty: 3058.997803
	Iteration 2F: 3 clusters Score -1517186 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1517408.500000 Penalty: 3058.997803
	Iteration 3Q: 3 clusters Score -1517408 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1517592.375000 Penalty: 3058.997803
	Iteration 4Q: 3 clusters Score -1517592 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1517746.500000 Penalty: 3058.997803
	Iteration 5Q: 3 clusters Score -1517746 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1517901.875000 Penalty: 3058.997803
	Iteration 6Q: 3 clusters Score -1517902 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1518054.125000 Penalty: 3058.997803
	Iteration 7Q: 3 clusters Score -1518054 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1518208.375000 Penalty: 3058.997803
	Iteration 8Q: 3 clusters Score -1518208 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1518422.625000 Penalty: 3058.997803
	Iteration 9Q: 3 clusters Score -1518423 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1518725.250000 Penalty: 3058.997803
	Iteration 10Q: 3 clusters Score -1518725 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1519085.500000 Penalty: 3058.997803
	Iteration 11Q: 3 clusters Score -1519086 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1519541.500000 Penalty: 3058.997803
	Iteration 12F: 3 clusters Score -1519542 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1520051.500000 Penalty: 3058.997803
	Iteration 13F: 3 clusters Score -1520052 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1520558.875000 Penalty: 3058.997803
	Iteration 14Q: 3 clusters Score -1520559 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1520970.000000 Penalty: 3058.997803
	Iteration 15Q: 3 clusters Score -1520970 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1521276.125000 Penalty: 3058.997803
	Iteration 16Q: 3 clusters Score -1521276 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1521484.250000 Penalty: 3058.997803
	Iteration 17Q: 3 clusters Score -1521484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1521611.000000 Penalty: 3058.997803
	Iteration 18Q: 3 clusters Score -1521611 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1521692.250000 Penalty: 3058.997803
	Iteration 19Q: 3 clusters Score -1521692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1521740.000000 Penalty: 3058.997803
	Iteration 20F: 3 clusters Score -1521740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1521768.250000 Penalty: 3058.997803
	Iteration 21Q: 3 clusters Score -1521768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1521783.500000 Penalty: 3058.997803
	Iteration 22Q: 3 clusters Score -1521784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1521796.750000 Penalty: 3058.997803
	Iteration 23Q: 3 clusters Score -1521797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1521807.250000 Penalty: 3058.997803
	Iteration 24Q: 3 clusters Score -1521807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1521812.750000 Penalty: 3058.997803
	Iteration 25Q: 3 clusters Score -1521813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1521817.000000 Penalty: 3058.997803
	Iteration 26Q: 3 clusters Score -1521817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1521827.625000 Penalty: 3058.997803
	Iteration 27Q: 3 clusters Score -1521828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1521825.625000 Penalty: 3058.997803
	Iteration 28Q: 3 clusters Score -1521826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1521828.250000 Penalty: 3058.997803
	Iteration 29Q: 3 clusters Score -1521828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1521834.250000 Penalty: 3058.997803
	Iteration 30Q: 3 clusters Score -1521834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1521839.375000 Penalty: 3058.997803
	Iteration 31Q: 3 clusters Score -1521839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1521848.750000 Penalty: 3058.997803
	Iteration 32Q: 3 clusters Score -1521849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1521850.000000 Penalty: 3058.997803
	Iteration 33Q: 3 clusters Score -1521850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1521859.375000 Penalty: 3058.997803
	Iteration 34Q: 3 clusters Score -1521859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1521864.750000 Penalty: 3058.997803
	Iteration 35Q: 3 clusters Score -1521865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1521867.500000 Penalty: 3058.997803
	Iteration 36Q: 3 clusters Score -1521868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1521869.875000 Penalty: 3058.997803
	Iteration 37Q: 3 clusters Score -1521870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1521869.875000 Penalty: 3058.997803
	Iteration 38Q: 3 clusters Score -1521870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1521871.125000 Penalty: 3058.997803
	Iteration 39Q: 3 clusters Score -1521871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1521878.625000 Penalty: 3058.997803
	Iteration 40F: 3 clusters Score -1521879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1521883.000000 Penalty: 3058.997803
	Iteration 41Q: 3 clusters Score -1521883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1521881.625000 Penalty: 3058.997803
	Iteration 42Q: 3 clusters Score -1521882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1521883.375000 Penalty: 3058.997803
	Iteration 43Q: 3 clusters Score -1521883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1521884.375000 Penalty: 3058.997803
	Iteration 44Q: 3 clusters Score -1521884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1521883.250000 Penalty: 3058.997803
	Iteration 45Q: 3 clusters Score -1521883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1521884.625000 Penalty: 3058.997803
	Iteration 46Q: 3 clusters Score -1521885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1521885.875000 Penalty: 3058.997803
	Iteration 47Q: 3 clusters Score -1521886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1521886.875000 Penalty: 3058.997803
	Iteration 48Q: 3 clusters Score -1521887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1521886.875000 Penalty: 3058.997803
	Iteration 49Q: 3 clusters Score -1521887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1521886.125000 Penalty: 3058.997803
	Iteration 50Q: 3 clusters Score -1521886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1521886.125000 Penalty: 3058.997803
	Iteration 51F: 3 clusters Score -1521886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Entering Unmasked Estep 
Score: -9610571.000000 Penalty: 1818.186768
	Iteration 0F: 2 clusters Score -9610571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -9564293.000000 Penalty: 3636.373535
	Iteration 0F: 3 clusters Score -9564293 nChanged 34308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -9584558.000000 Penalty: 3636.373535
	Iteration 1F: 3 clusters Score -9584558 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -9585959.000000 Penalty: 3636.373535
	Iteration 2Q: 3 clusters Score -9585959 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -9588206.000000 Penalty: 3636.373535
	Iteration 3F: 3 clusters Score -9588206 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -9591534.000000 Penalty: 3636.373535
	Iteration 4F: 3 clusters Score -9591534 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -9596018.000000 Penalty: 3636.373535
	Iteration 5F: 3 clusters Score -9596018 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -9601023.000000 Penalty: 3636.373535
	Iteration 6F: 3 clusters Score -9601023 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -9605418.000000 Penalty: 3636.373535
	Iteration 7F: 3 clusters Score -9605418 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -9607789.000000 Penalty: 3636.373535
	Iteration 8Q: 3 clusters Score -9607789 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -9608878.000000 Penalty: 3636.373535
	Iteration 9Q: 3 clusters Score -9608878 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -9609496.000000 Penalty: 3636.373535
	Iteration 10Q: 3 clusters Score -9609496 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -9610005.000000 Penalty: 3636.373535
	Iteration 11Q: 3 clusters Score -9610005 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -9610353.000000 Penalty: 3636.373535
	Iteration 12Q: 3 clusters Score -9610353 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -9610577.000000 Penalty: 3636.373535
	Iteration 13Q: 3 clusters Score -9610577 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -9610730.000000 Penalty: 3636.373535
	Iteration 14Q: 3 clusters Score -9610730 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -9610850.000000 Penalty: 3636.373535
	Iteration 15Q: 3 clusters Score -9610850 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -9610879.000000 Penalty: 3636.373535
	Iteration 16Q: 3 clusters Score -9610879 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -9610902.000000 Penalty: 3636.373535
	Iteration 17Q: 3 clusters Score -9610902 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -9610933.000000 Penalty: 3636.373535
	Iteration 18Q: 3 clusters Score -9610933 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -9610970.000000 Penalty: 3636.373535
	Iteration 19Q: 3 clusters Score -9610970 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -9610994.000000 Penalty: 3636.373535
	Iteration 20F: 3 clusters Score -9610994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -9610988.000000 Penalty: 3636.373535
	Iteration 21Q: 3 clusters Score -9610988 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9610944.000000 Penalty: 3636.373535
	Iteration 22Q: 3 clusters Score -9610944 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -9610943.000000 Penalty: 3636.373535
	Iteration 23Q: 3 clusters Score -9610943 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -9610963.000000 Penalty: 3636.373535
	Iteration 24Q: 3 clusters Score -9610963 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -9610984.000000 Penalty: 3636.373535
	Iteration 25Q: 3 clusters Score -9610984 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -9610970.000000 Penalty: 3636.373535
	Iteration 26Q: 3 clusters Score -9610970 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -9610982.000000 Penalty: 3636.373535
	Iteration 27Q: 3 clusters Score -9610982 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -9610978.000000 Penalty: 3636.373535
	Iteration 28Q: 3 clusters Score -9610978 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -9610992.000000 Penalty: 3636.373535
	Iteration 29Q: 3 clusters Score -9610992 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -9610982.000000 Penalty: 3636.373535
	Iteration 30Q: 3 clusters Score -9610982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -9610977.000000 Penalty: 3636.373535
	Iteration 31Q: 3 clusters Score -9610977 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -9610947.000000 Penalty: 3636.373535
	Iteration 32Q: 3 clusters Score -9610947 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -9610908.000000 Penalty: 3636.373535
	Iteration 33Q: 3 clusters Score -9610908 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -9610898.000000 Penalty: 3636.373535
	Iteration 34Q: 3 clusters Score -9610898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -9610920.000000 Penalty: 3636.373535
	Iteration 35Q: 3 clusters Score -9610920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -9610938.000000 Penalty: 3636.373535
	Iteration 36Q: 3 clusters Score -9610938 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -9610923.000000 Penalty: 3636.373535
	Iteration 37Q: 3 clusters Score -9610923 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -9610888.000000 Penalty: 3636.373535
	Iteration 38Q: 3 clusters Score -9610888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -9610901.000000 Penalty: 3636.373535
	Iteration 39Q: 3 clusters Score -9610901 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -9610896.000000 Penalty: 3636.373535
	Iteration 40F: 3 clusters Score -9610896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -9610897.000000 Penalty: 3636.373535
	Iteration 41Q: 3 clusters Score -9610897 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -9610909.000000 Penalty: 3636.373535
	Iteration 42Q: 3 clusters Score -9610909 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -9610860.000000 Penalty: 3636.373535
	Iteration 43Q: 3 clusters Score -9610860 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -9610870.000000 Penalty: 3636.373535
	Iteration 44Q: 3 clusters Score -9610870 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -9610886.000000 Penalty: 3636.373535
	Iteration 45Q: 3 clusters Score -9610886 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -9610907.000000 Penalty: 3636.373535
	Iteration 46Q: 3 clusters Score -9610907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -9610900.000000 Penalty: 3636.373535
	Iteration 47Q: 3 clusters Score -9610900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -9610894.000000 Penalty: 3636.373535
	Iteration 48Q: 3 clusters Score -9610894 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -9610889.000000 Penalty: 3636.373535
	Iteration 49Q: 3 clusters Score -9610889 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -9610881.000000 Penalty: 3636.373535
	Iteration 50Q: 3 clusters Score -9610881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -9610869.000000 Penalty: 3636.373535
	Iteration 51Q: 3 clusters Score -9610869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -9610872.000000 Penalty: 3636.373535
	Iteration 52Q: 3 clusters Score -9610872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -9610869.000000 Penalty: 3636.373535
	Iteration 53Q: 3 clusters Score -9610869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -9610886.000000 Penalty: 3636.373535
	Iteration 54Q: 3 clusters Score -9610886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -9610882.000000 Penalty: 3636.373535
	Iteration 55Q: 3 clusters Score -9610882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -9610856.000000 Penalty: 3636.373535
	Iteration 56Q: 3 clusters Score -9610856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -9610860.000000 Penalty: 3636.373535
	Iteration 57Q: 3 clusters Score -9610860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -9610866.000000 Penalty: 3636.373535
	Iteration 58Q: 3 clusters Score -9610866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -9610863.000000 Penalty: 3636.373535
	Iteration 59Q: 3 clusters Score -9610863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -9610841.000000 Penalty: 3636.373535
	Iteration 60F: 3 clusters Score -9610841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -9610819.000000 Penalty: 3636.373535
	Iteration 61Q: 3 clusters Score -9610819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -9610816.000000 Penalty: 3636.373535
	Iteration 62Q: 3 clusters Score -9610816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -9610798.000000 Penalty: 3636.373535
	Iteration 63Q: 3 clusters Score -9610798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -9610817.000000 Penalty: 3636.373535
	Iteration 64Q: 3 clusters Score -9610817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -9610794.000000 Penalty: 3636.373535
	Iteration 65Q: 3 clusters Score -9610794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -9610801.000000 Penalty: 3636.373535
	Iteration 66Q: 3 clusters Score -9610801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -9610812.000000 Penalty: 3636.373535
	Iteration 67Q: 3 clusters Score -9610812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -9610803.000000 Penalty: 3636.373535
	Iteration 68Q: 3 clusters Score -9610803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -9610808.000000 Penalty: 3636.373535
	Iteration 69Q: 3 clusters Score -9610808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -9610812.000000 Penalty: 3636.373535
	Iteration 70Q: 3 clusters Score -9610812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -9610784.000000 Penalty: 3636.373535
	Iteration 71Q: 3 clusters Score -9610784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -9610787.000000 Penalty: 3636.373535
	Iteration 72Q: 3 clusters Score -9610787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -9610789.000000 Penalty: 3636.373535
	Iteration 73Q: 3 clusters Score -9610789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -9610786.000000 Penalty: 3636.373535
	Iteration 74Q: 3 clusters Score -9610786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -9610797.000000 Penalty: 3636.373535
	Iteration 75Q: 3 clusters Score -9610797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -9610775.000000 Penalty: 3636.373535
	Iteration 76Q: 3 clusters Score -9610775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -9610779.000000 Penalty: 3636.373535
	Iteration 77Q: 3 clusters Score -9610779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -9610776.000000 Penalty: 3636.373535
	Iteration 78Q: 3 clusters Score -9610776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -9610762.000000 Penalty: 3636.373535
	Iteration 79Q: 3 clusters Score -9610762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -9610762.000000 Penalty: 3636.373535
	Iteration 80F: 3 clusters Score -9610762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -9610758.000000 Penalty: 3636.373535
	Iteration 81Q: 3 clusters Score -9610758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -9610760.000000 Penalty: 3636.373535
	Iteration 82Q: 3 clusters Score -9610760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -9610762.000000 Penalty: 3636.373535
	Iteration 83Q: 3 clusters Score -9610762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -9610753.000000 Penalty: 3636.373535
	Iteration 84Q: 3 clusters Score -9610753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -9610757.000000 Penalty: 3636.373535
	Iteration 85Q: 3 clusters Score -9610757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -9610755.000000 Penalty: 3636.373535
	Iteration 86Q: 3 clusters Score -9610755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -9610760.000000 Penalty: 3636.373535
	Iteration 87Q: 3 clusters Score -9610760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9610748.000000 Penalty: 3636.373535
	Iteration 88Q: 3 clusters Score -9610748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -9610747.000000 Penalty: 3636.373535
	Iteration 89Q: 3 clusters Score -9610747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -9610739.000000 Penalty: 3636.373535
	Iteration 90Q: 3 clusters Score -9610739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -9610734.000000 Penalty: 3636.373535
	Iteration 91Q: 3 clusters Score -9610734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -9610730.000000 Penalty: 3636.373535
	Iteration 92Q: 3 clusters Score -9610730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -9610728.000000 Penalty: 3636.373535
	Iteration 93Q: 3 clusters Score -9610728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -9610729.000000 Penalty: 3636.373535
	Iteration 94Q: 3 clusters Score -9610729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -9610727.000000 Penalty: 3636.373535
	Iteration 95Q: 3 clusters Score -9610727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9610724.000000 Penalty: 3636.373535
	Iteration 96Q: 3 clusters Score -9610724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -9610731.000000 Penalty: 3636.373535
	Iteration 97Q: 3 clusters Score -9610731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -9610728.000000 Penalty: 3636.373535
	Iteration 98Q: 3 clusters Score -9610728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -9610744.000000 Penalty: 3636.373535
	Iteration 99Q: 3 clusters Score -9610744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -9610741.000000 Penalty: 3636.373535
	Iteration 100F: 3 clusters Score -9610741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -9610757.000000 Penalty: 3636.373535
	Iteration 101Q: 3 clusters Score -9610757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -9610746.000000 Penalty: 3636.373535
	Iteration 102Q: 3 clusters Score -9610746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -9610749.000000 Penalty: 3636.373535
	Iteration 103Q: 3 clusters Score -9610749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -9610745.000000 Penalty: 3636.373535
	Iteration 104Q: 3 clusters Score -9610745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -9610749.000000 Penalty: 3636.373535
	Iteration 105Q: 3 clusters Score -9610749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -9610755.000000 Penalty: 3636.373535
	Iteration 106Q: 3 clusters Score -9610755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -9610738.000000 Penalty: 3636.373535
	Iteration 107Q: 3 clusters Score -9610738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -9610728.000000 Penalty: 3636.373535
	Iteration 108Q: 3 clusters Score -9610728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -9610722.000000 Penalty: 3636.373535
	Iteration 109Q: 3 clusters Score -9610722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -9610718.000000 Penalty: 3636.373535
	Iteration 110Q: 3 clusters Score -9610718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -9610714.000000 Penalty: 3636.373535
	Iteration 111Q: 3 clusters Score -9610714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -9610712.000000 Penalty: 3636.373535
	Iteration 112Q: 3 clusters Score -9610712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -9610715.000000 Penalty: 3636.373535
	Iteration 113Q: 3 clusters Score -9610715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -9610703.000000 Penalty: 3636.373535
	Iteration 114Q: 3 clusters Score -9610703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -9610704.000000 Penalty: 3636.373535
	Iteration 115Q: 3 clusters Score -9610704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -9610704.000000 Penalty: 3636.373535
	Iteration 116Q: 3 clusters Score -9610704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -9610699.000000 Penalty: 3636.373535
	Iteration 117Q: 3 clusters Score -9610699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -9610705.000000 Penalty: 3636.373535
	Iteration 118Q: 3 clusters Score -9610705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -9610705.000000 Penalty: 3636.373535
	Iteration 119Q: 3 clusters Score -9610705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -9610711.000000 Penalty: 3636.373535
	Iteration 120F: 3 clusters Score -9610711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -9610711.000000 Penalty: 3636.373535
	Iteration 121Q: 3 clusters Score -9610711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -9610708.000000 Penalty: 3636.373535
	Iteration 122Q: 3 clusters Score -9610708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -9610711.000000 Penalty: 3636.373535
	Iteration 123Q: 3 clusters Score -9610711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9610705.000000 Penalty: 3636.373535
	Iteration 124Q: 3 clusters Score -9610705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9610709.000000 Penalty: 3636.373535
	Iteration 125Q: 3 clusters Score -9610709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -9610704.000000 Penalty: 3636.373535
	Iteration 126Q: 3 clusters Score -9610704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -9610711.000000 Penalty: 3636.373535
	Iteration 127Q: 3 clusters Score -9610711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -9610716.000000 Penalty: 3636.373535
	Iteration 128Q: 3 clusters Score -9610716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9610720.000000 Penalty: 3636.373535
	Iteration 129Q: 3 clusters Score -9610720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -9610719.000000 Penalty: 3636.373535
	Iteration 130Q: 3 clusters Score -9610719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -9610722.000000 Penalty: 3636.373535
	Iteration 131Q: 3 clusters Score -9610722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9610718.000000 Penalty: 3636.373535
	Iteration 132Q: 3 clusters Score -9610718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -9610719.000000 Penalty: 3636.373535
	Iteration 133Q: 3 clusters Score -9610719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -9610721.000000 Penalty: 3636.373535
	Iteration 134Q: 3 clusters Score -9610721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -9610721.000000 Penalty: 3636.373535
	Iteration 135F: 3 clusters Score -9610721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 6194 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 117913 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 74908 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 22977 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 84532 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 66125 members 
Entering Unmasked Estep 
Score: -127734632.000000 Penalty: 69598.500000
Splitting cluster 4 changes total score from -127732848.000000 to -127734632.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 5 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -414027.500000 Penalty: 1314.839722
	Iteration 0F: 2 clusters Score -414027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -411141.937500 Penalty: 2629.679443
	Iteration 0F: 3 clusters Score -411141.9 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -411875.468750 Penalty: 2629.679443
	Iteration 1F: 3 clusters Score -411875.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -412013.500000 Penalty: 2629.679443
	Iteration 2F: 3 clusters Score -412013.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -412102.468750 Penalty: 2629.679443
	Iteration 3F: 3 clusters Score -412102.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -412165.593750 Penalty: 2629.679443
	Iteration 4Q: 3 clusters Score -412165.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -412221.875000 Penalty: 2629.679443
	Iteration 5Q: 3 clusters Score -412221.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -412261.281250 Penalty: 2629.679443
	Iteration 6Q: 3 clusters Score -412261.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -412292.968750 Penalty: 2629.679443
	Iteration 7Q: 3 clusters Score -412293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -412319.218750 Penalty: 2629.679443
	Iteration 8Q: 3 clusters Score -412319.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -412346.468750 Penalty: 2629.679443
	Iteration 9Q: 3 clusters Score -412346.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -412369.875000 Penalty: 2629.679443
	Iteration 10Q: 3 clusters Score -412369.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -412393.843750 Penalty: 2629.679443
	Iteration 11Q: 3 clusters Score -412393.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -412416.437500 Penalty: 2629.679443
	Iteration 12Q: 3 clusters Score -412416.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -412442.062500 Penalty: 2629.679443
	Iteration 13Q: 3 clusters Score -412442.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -412468.906250 Penalty: 2629.679443
	Iteration 14Q: 3 clusters Score -412468.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -412493.281250 Penalty: 2629.679443
	Iteration 15Q: 3 clusters Score -412493.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -412518.125000 Penalty: 2629.679443
	Iteration 16Q: 3 clusters Score -412518.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -412541.812500 Penalty: 2629.679443
	Iteration 17Q: 3 clusters Score -412541.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -412563.500000 Penalty: 2629.679443
	Iteration 18Q: 3 clusters Score -412563.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -412582.281250 Penalty: 2629.679443
	Iteration 19Q: 3 clusters Score -412582.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -412602.906250 Penalty: 2629.679443
	Iteration 20F: 3 clusters Score -412602.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -412628.187500 Penalty: 2629.679443
	Iteration 21Q: 3 clusters Score -412628.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -412649.781250 Penalty: 2629.679443
	Iteration 22Q: 3 clusters Score -412649.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -412667.593750 Penalty: 2629.679443
	Iteration 23Q: 3 clusters Score -412667.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -412685.312500 Penalty: 2629.679443
	Iteration 24Q: 3 clusters Score -412685.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -412708.937500 Penalty: 2629.679443
	Iteration 25Q: 3 clusters Score -412708.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -412725.531250 Penalty: 2629.679443
	Iteration 26Q: 3 clusters Score -412725.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -412747.156250 Penalty: 2629.679443
	Iteration 27Q: 3 clusters Score -412747.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -412763.687500 Penalty: 2629.679443
	Iteration 28Q: 3 clusters Score -412763.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -412771.093750 Penalty: 2629.679443
	Iteration 29Q: 3 clusters Score -412771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -412779.093750 Penalty: 2629.679443
	Iteration 30Q: 3 clusters Score -412779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -412785.468750 Penalty: 2629.679443
	Iteration 31Q: 3 clusters Score -412785.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -412794.843750 Penalty: 2629.679443
	Iteration 32Q: 3 clusters Score -412794.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -412806.500000 Penalty: 2629.679443
	Iteration 33Q: 3 clusters Score -412806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -412814.125000 Penalty: 2629.679443
	Iteration 34Q: 3 clusters Score -412814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -412821.468750 Penalty: 2629.679443
	Iteration 35Q: 3 clusters Score -412821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -412826.375000 Penalty: 2629.679443
	Iteration 36Q: 3 clusters Score -412826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -412829.375000 Penalty: 2629.679443
	Iteration 37Q: 3 clusters Score -412829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -412834.218750 Penalty: 2629.679443
	Iteration 38Q: 3 clusters Score -412834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -412839.093750 Penalty: 2629.679443
	Iteration 39Q: 3 clusters Score -412839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -412846.593750 Penalty: 2629.679443
	Iteration 40F: 3 clusters Score -412846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -412849.968750 Penalty: 2629.679443
	Iteration 41Q: 3 clusters Score -412850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -412853.281250 Penalty: 2629.679443
	Iteration 42Q: 3 clusters Score -412853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -412855.968750 Penalty: 2629.679443
	Iteration 43Q: 3 clusters Score -412856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -412859.000000 Penalty: 2629.679443
	Iteration 44Q: 3 clusters Score -412859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -412862.250000 Penalty: 2629.679443
	Iteration 45Q: 3 clusters Score -412862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -412865.625000 Penalty: 2629.679443
	Iteration 46Q: 3 clusters Score -412865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -412870.500000 Penalty: 2629.679443
	Iteration 47Q: 3 clusters Score -412870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -412871.843750 Penalty: 2629.679443
	Iteration 48Q: 3 clusters Score -412871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -412871.937500 Penalty: 2629.679443
	Iteration 49Q: 3 clusters Score -412871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -412871.937500 Penalty: 2629.679443
	Iteration 50F: 3 clusters Score -412871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -1960377.875000 Penalty: 1563.734253
	Iteration 0F: 2 clusters Score -1960378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1949902.500000 Penalty: 3127.468506
	Iteration 0F: 3 clusters Score -1949902 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1953582.375000 Penalty: 3127.468506
	Iteration 1F: 3 clusters Score -1953582 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1953896.250000 Penalty: 3127.468506
	Iteration 2F: 3 clusters Score -1953896 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1954176.375000 Penalty: 3127.468506
	Iteration 3Q: 3 clusters Score -1954176 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1954444.750000 Penalty: 3127.468506
	Iteration 4Q: 3 clusters Score -1954445 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1954722.875000 Penalty: 3127.468506
	Iteration 5Q: 3 clusters Score -1954723 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1954991.000000 Penalty: 3127.468506
	Iteration 6Q: 3 clusters Score -1954991 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1955272.625000 Penalty: 3127.468506
	Iteration 7Q: 3 clusters Score -1955273 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1955577.000000 Penalty: 3127.468506
	Iteration 8Q: 3 clusters Score -1955577 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1955873.750000 Penalty: 3127.468506
	Iteration 9Q: 3 clusters Score -1955874 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1956181.500000 Penalty: 3127.468506
	Iteration 10Q: 3 clusters Score -1956182 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1956468.750000 Penalty: 3127.468506
	Iteration 11Q: 3 clusters Score -1956469 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1956757.000000 Penalty: 3127.468506
	Iteration 12Q: 3 clusters Score -1956757 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1957036.750000 Penalty: 3127.468506
	Iteration 13Q: 3 clusters Score -1957037 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1957321.750000 Penalty: 3127.468506
	Iteration 14Q: 3 clusters Score -1957322 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1957678.125000 Penalty: 3127.468506
	Iteration 15Q: 3 clusters Score -1957678 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1958020.250000 Penalty: 3127.468506
	Iteration 16Q: 3 clusters Score -1958020 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1958293.250000 Penalty: 3127.468506
	Iteration 17Q: 3 clusters Score -1958293 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1958512.625000 Penalty: 3127.468506
	Iteration 18Q: 3 clusters Score -1958513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1958681.750000 Penalty: 3127.468506
	Iteration 19Q: 3 clusters Score -1958682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1958808.375000 Penalty: 3127.468506
	Iteration 20F: 3 clusters Score -1958808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1958870.625000 Penalty: 3127.468506
	Iteration 21Q: 3 clusters Score -1958871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1958911.375000 Penalty: 3127.468506
	Iteration 22Q: 3 clusters Score -1958911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1958930.875000 Penalty: 3127.468506
	Iteration 23Q: 3 clusters Score -1958931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1958952.500000 Penalty: 3127.468506
	Iteration 24Q: 3 clusters Score -1958952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1958965.625000 Penalty: 3127.468506
	Iteration 25Q: 3 clusters Score -1958966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1958971.125000 Penalty: 3127.468506
	Iteration 26Q: 3 clusters Score -1958971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1958980.125000 Penalty: 3127.468506
	Iteration 27Q: 3 clusters Score -1958980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1958981.750000 Penalty: 3127.468506
	Iteration 28Q: 3 clusters Score -1958982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1958987.375000 Penalty: 3127.468506
	Iteration 29Q: 3 clusters Score -1958987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1958995.250000 Penalty: 3127.468506
	Iteration 30Q: 3 clusters Score -1958995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1959004.125000 Penalty: 3127.468506
	Iteration 31Q: 3 clusters Score -1959004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1959014.625000 Penalty: 3127.468506
	Iteration 32Q: 3 clusters Score -1959015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1959015.875000 Penalty: 3127.468506
	Iteration 33Q: 3 clusters Score -1959016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1959017.875000 Penalty: 3127.468506
	Iteration 34Q: 3 clusters Score -1959018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1959017.875000 Penalty: 3127.468506
	Iteration 35Q: 3 clusters Score -1959018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1959019.500000 Penalty: 3127.468506
	Iteration 36Q: 3 clusters Score -1959020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1959019.500000 Penalty: 3127.468506
	Iteration 37F: 3 clusters Score -1959020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -293318.500000 Penalty: 1258.773804
	Iteration 0F: 2 clusters Score -293318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -291060.312500 Penalty: 2517.547607
	Iteration 0F: 3 clusters Score -291060.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -291649.812500 Penalty: 2517.547607
	Iteration 1F: 3 clusters Score -291649.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -291838.437500 Penalty: 2517.547607
	Iteration 2F: 3 clusters Score -291838.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -291943.281250 Penalty: 2517.547607
	Iteration 3F: 3 clusters Score -291943.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292028.843750 Penalty: 2517.547607
	Iteration 4Q: 3 clusters Score -292028.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292106.593750 Penalty: 2517.547607
	Iteration 5Q: 3 clusters Score -292106.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -292158.156250 Penalty: 2517.547607
	Iteration 6Q: 3 clusters Score -292158.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -292199.187500 Penalty: 2517.547607
	Iteration 7Q: 3 clusters Score -292199.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -292220.593750 Penalty: 2517.547607
	Iteration 8Q: 3 clusters Score -292220.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -292231.031250 Penalty: 2517.547607
	Iteration 9Q: 3 clusters Score -292231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -292238.187500 Penalty: 2517.547607
	Iteration 10Q: 3 clusters Score -292238.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -292244.625000 Penalty: 2517.547607
	Iteration 11Q: 3 clusters Score -292244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -292248.968750 Penalty: 2517.547607
	Iteration 12Q: 3 clusters Score -292249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -292252.437500 Penalty: 2517.547607
	Iteration 13Q: 3 clusters Score -292252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -292254.312500 Penalty: 2517.547607
	Iteration 14Q: 3 clusters Score -292254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -292254.937500 Penalty: 2517.547607
	Iteration 15Q: 3 clusters Score -292254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -292255.187500 Penalty: 2517.547607
	Iteration 16Q: 3 clusters Score -292255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -292256.343750 Penalty: 2517.547607
	Iteration 17Q: 3 clusters Score -292256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292256.531250 Penalty: 2517.547607
	Iteration 18Q: 3 clusters Score -292256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292256.531250 Penalty: 2517.547607
	Iteration 19F: 3 clusters Score -292256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9432.538086 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9432.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8917.453125 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8917.453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9007.692383 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -9007.692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9019.834961 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -9019.835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9019.834961 Penalty: 1576.909790
	Iteration 3F: 3 clusters Score -9019.835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Entering Unmasked Estep 
Score: -8849513.000000 Penalty: 1811.288086
	Iteration 0F: 2 clusters Score -8849513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -8803505.000000 Penalty: 3622.576172
	Iteration 0F: 3 clusters Score -8803505 nChanged 32767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -8822172.000000 Penalty: 3622.576172
	Iteration 1F: 3 clusters Score -8822172 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -8823125.000000 Penalty: 3622.576172
	Iteration 2Q: 3 clusters Score -8823125 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8824327.000000 Penalty: 3622.576172
	Iteration 3Q: 3 clusters Score -8824327 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -8826276.000000 Penalty: 3622.576172
	Iteration 4F: 3 clusters Score -8826276 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8829054.000000 Penalty: 3622.576172
	Iteration 5F: 3 clusters Score -8829054 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -8832699.000000 Penalty: 3622.576172
	Iteration 6F: 3 clusters Score -8832699 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -8836674.000000 Penalty: 3622.576172
	Iteration 7F: 3 clusters Score -8836674 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -8840262.000000 Penalty: 3622.576172
	Iteration 8F: 3 clusters Score -8840262 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -8842691.000000 Penalty: 3622.576172
	Iteration 9Q: 3 clusters Score -8842691 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -8844167.000000 Penalty: 3622.576172
	Iteration 10Q: 3 clusters Score -8844167 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -8844896.000000 Penalty: 3622.576172
	Iteration 11Q: 3 clusters Score -8844896 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -8845416.000000 Penalty: 3622.576172
	Iteration 12Q: 3 clusters Score -8845416 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -8845865.000000 Penalty: 3622.576172
	Iteration 13Q: 3 clusters Score -8845865 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -8846212.000000 Penalty: 3622.576172
	Iteration 14Q: 3 clusters Score -8846212 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -8846468.000000 Penalty: 3622.576172
	Iteration 15Q: 3 clusters Score -8846468 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -8846695.000000 Penalty: 3622.576172
	Iteration 16Q: 3 clusters Score -8846695 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -8846911.000000 Penalty: 3622.576172
	Iteration 17Q: 3 clusters Score -8846911 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -8847043.000000 Penalty: 3622.576172
	Iteration 18Q: 3 clusters Score -8847043 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -8847166.000000 Penalty: 3622.576172
	Iteration 19Q: 3 clusters Score -8847166 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -8847306.000000 Penalty: 3622.576172
	Iteration 20F: 3 clusters Score -8847306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -8847456.000000 Penalty: 3622.576172
	Iteration 21Q: 3 clusters Score -8847456 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -8847565.000000 Penalty: 3622.576172
	Iteration 22Q: 3 clusters Score -8847565 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -8847632.000000 Penalty: 3622.576172
	Iteration 23Q: 3 clusters Score -8847632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -8847730.000000 Penalty: 3622.576172
	Iteration 24Q: 3 clusters Score -8847730 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -8847793.000000 Penalty: 3622.576172
	Iteration 25Q: 3 clusters Score -8847793 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8847826.000000 Penalty: 3622.576172
	Iteration 26Q: 3 clusters Score -8847826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -8847848.000000 Penalty: 3622.576172
	Iteration 27Q: 3 clusters Score -8847848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -8847888.000000 Penalty: 3622.576172
	Iteration 28Q: 3 clusters Score -8847888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -8847913.000000 Penalty: 3622.576172
	Iteration 29Q: 3 clusters Score -8847913 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -8847937.000000 Penalty: 3622.576172
	Iteration 30Q: 3 clusters Score -8847937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -8847976.000000 Penalty: 3622.576172
	Iteration 31Q: 3 clusters Score -8847976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -8847968.000000 Penalty: 3622.576172
	Iteration 32Q: 3 clusters Score -8847968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -8847981.000000 Penalty: 3622.576172
	Iteration 33Q: 3 clusters Score -8847981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -8847982.000000 Penalty: 3622.576172
	Iteration 34Q: 3 clusters Score -8847982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -8847989.000000 Penalty: 3622.576172
	Iteration 35Q: 3 clusters Score -8847989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8847985.000000 Penalty: 3622.576172
	Iteration 36Q: 3 clusters Score -8847985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -8847998.000000 Penalty: 3622.576172
	Iteration 37Q: 3 clusters Score -8847998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -8848011.000000 Penalty: 3622.576172
	Iteration 38Q: 3 clusters Score -8848011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -8848032.000000 Penalty: 3622.576172
	Iteration 39Q: 3 clusters Score -8848032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -8848058.000000 Penalty: 3622.576172
	Iteration 40F: 3 clusters Score -8848058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -8848075.000000 Penalty: 3622.576172
	Iteration 41Q: 3 clusters Score -8848075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -8848078.000000 Penalty: 3622.576172
	Iteration 42Q: 3 clusters Score -8848078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -8848094.000000 Penalty: 3622.576172
	Iteration 43Q: 3 clusters Score -8848094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -8848104.000000 Penalty: 3622.576172
	Iteration 44Q: 3 clusters Score -8848104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -8848118.000000 Penalty: 3622.576172
	Iteration 45Q: 3 clusters Score -8848118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -8848142.000000 Penalty: 3622.576172
	Iteration 46Q: 3 clusters Score -8848142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -8848141.000000 Penalty: 3622.576172
	Iteration 47Q: 3 clusters Score -8848141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -8848146.000000 Penalty: 3622.576172
	Iteration 48Q: 3 clusters Score -8848146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -8848159.000000 Penalty: 3622.576172
	Iteration 49Q: 3 clusters Score -8848159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -8848150.000000 Penalty: 3622.576172
	Iteration 50Q: 3 clusters Score -8848150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -8848151.000000 Penalty: 3622.576172
	Iteration 51Q: 3 clusters Score -8848151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -8848151.000000 Penalty: 3622.576172
	Iteration 52F: 3 clusters Score -8848151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Entering Unmasked Estep 
Score: -15539134.000000 Penalty: 1897.626587
	Iteration 0F: 2 clusters Score -1.553913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -15476118.000000 Penalty: 3795.253174
	Iteration 0F: 3 clusters Score -1.547612e+07 nChanged 56803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -15509590.000000 Penalty: 3795.253174
	Iteration 1F: 3 clusters Score -1.550959e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -15510980.000000 Penalty: 3795.253174
	Iteration 2Q: 3 clusters Score -1.551098e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -15513485.000000 Penalty: 3795.253174
	Iteration 3Q: 3 clusters Score -1.551348e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -15517764.000000 Penalty: 3795.253174
	Iteration 4F: 3 clusters Score -1.551776e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -15524175.000000 Penalty: 3795.253174
	Iteration 5F: 3 clusters Score -1.552418e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -15532423.000000 Penalty: 3795.253174
	Iteration 6F: 3 clusters Score -1.553242e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -15539819.000000 Penalty: 3795.253174
	Iteration 7F: 3 clusters Score -1.553982e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -15543282.000000 Penalty: 3795.253174
	Iteration 8F: 3 clusters Score -1.554328e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -15544554.000000 Penalty: 3795.253174
	Iteration 9Q: 3 clusters Score -1.554455e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -15545405.000000 Penalty: 3795.253174
	Iteration 10Q: 3 clusters Score -1.55454e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -15546170.000000 Penalty: 3795.253174
	Iteration 11Q: 3 clusters Score -1.554617e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -15546813.000000 Penalty: 3795.253174
	Iteration 12Q: 3 clusters Score -1.554681e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -15547606.000000 Penalty: 3795.253174
	Iteration 13Q: 3 clusters Score -1.554761e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -15548236.000000 Penalty: 3795.253174
	Iteration 14Q: 3 clusters Score -1.554824e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -15548836.000000 Penalty: 3795.253174
	Iteration 15Q: 3 clusters Score -1.554884e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -15549304.000000 Penalty: 3795.253174
	Iteration 16Q: 3 clusters Score -1.55493e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -15549717.000000 Penalty: 3795.253174
	Iteration 17Q: 3 clusters Score -1.554972e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -15550070.000000 Penalty: 3795.253174
	Iteration 18Q: 3 clusters Score -1.555007e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -15550347.000000 Penalty: 3795.253174
	Iteration 19Q: 3 clusters Score -1.555035e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -15550453.000000 Penalty: 3795.253174
	Iteration 20F: 3 clusters Score -1.555045e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -15550495.000000 Penalty: 3795.253174
	Iteration 21Q: 3 clusters Score -1.55505e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -15550607.000000 Penalty: 3795.253174
	Iteration 22Q: 3 clusters Score -1.555061e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -15550653.000000 Penalty: 3795.253174
	Iteration 23Q: 3 clusters Score -1.555065e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -15550679.000000 Penalty: 3795.253174
	Iteration 24Q: 3 clusters Score -1.555068e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -15550664.000000 Penalty: 3795.253174
	Iteration 25Q: 3 clusters Score -1.555066e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -15550672.000000 Penalty: 3795.253174
	Iteration 26Q: 3 clusters Score -1.555067e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -15550681.000000 Penalty: 3795.253174
	Iteration 27Q: 3 clusters Score -1.555068e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -15550679.000000 Penalty: 3795.253174
	Iteration 28Q: 3 clusters Score -1.555068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -15550667.000000 Penalty: 3795.253174
	Iteration 29Q: 3 clusters Score -1.555067e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -15550678.000000 Penalty: 3795.253174
	Iteration 30Q: 3 clusters Score -1.555068e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -15550682.000000 Penalty: 3795.253174
	Iteration 31Q: 3 clusters Score -1.555068e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -15550714.000000 Penalty: 3795.253174
	Iteration 32Q: 3 clusters Score -1.555071e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -15550740.000000 Penalty: 3795.253174
	Iteration 33Q: 3 clusters Score -1.555074e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -15550766.000000 Penalty: 3795.253174
	Iteration 34Q: 3 clusters Score -1.555077e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -15550782.000000 Penalty: 3795.253174
	Iteration 35Q: 3 clusters Score -1.555078e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -15550803.000000 Penalty: 3795.253174
	Iteration 36Q: 3 clusters Score -1.55508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -15550792.000000 Penalty: 3795.253174
	Iteration 37Q: 3 clusters Score -1.555079e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -15550802.000000 Penalty: 3795.253174
	Iteration 38Q: 3 clusters Score -1.55508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -15550806.000000 Penalty: 3795.253174
	Iteration 39Q: 3 clusters Score -1.555081e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -15550799.000000 Penalty: 3795.253174
	Iteration 40F: 3 clusters Score -1.55508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -15550808.000000 Penalty: 3795.253174
	Iteration 41Q: 3 clusters Score -1.555081e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -15550812.000000 Penalty: 3795.253174
	Iteration 42Q: 3 clusters Score -1.555081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -15550800.000000 Penalty: 3795.253174
	Iteration 43Q: 3 clusters Score -1.55508e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -15550799.000000 Penalty: 3795.253174
	Iteration 44Q: 3 clusters Score -1.55508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -15550793.000000 Penalty: 3795.253174
	Iteration 45Q: 3 clusters Score -1.555079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -15550797.000000 Penalty: 3795.253174
	Iteration 46Q: 3 clusters Score -1.55508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -15550803.000000 Penalty: 3795.253174
	Iteration 47Q: 3 clusters Score -1.55508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -15550801.000000 Penalty: 3795.253174
	Iteration 48Q: 3 clusters Score -1.55508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -15550810.000000 Penalty: 3795.253174
	Iteration 49Q: 3 clusters Score -1.555081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -15550805.000000 Penalty: 3795.253174
	Iteration 50Q: 3 clusters Score -1.55508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -15550800.000000 Penalty: 3795.253174
	Iteration 51Q: 3 clusters Score -1.55508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -15550797.000000 Penalty: 3795.253174
	Iteration 52Q: 3 clusters Score -1.55508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -15550806.000000 Penalty: 3795.253174
	Iteration 53Q: 3 clusters Score -1.555081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -15550824.000000 Penalty: 3795.253174
	Iteration 54Q: 3 clusters Score -1.555082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -15550829.000000 Penalty: 3795.253174
	Iteration 55Q: 3 clusters Score -1.555083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -15550827.000000 Penalty: 3795.253174
	Iteration 56Q: 3 clusters Score -1.555083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -15550829.000000 Penalty: 3795.253174
	Iteration 57Q: 3 clusters Score -1.555083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -15550831.000000 Penalty: 3795.253174
	Iteration 58Q: 3 clusters Score -1.555083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -15550845.000000 Penalty: 3795.253174
	Iteration 59Q: 3 clusters Score -1.555084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -15550844.000000 Penalty: 3795.253174
	Iteration 60F: 3 clusters Score -1.555084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -15550842.000000 Penalty: 3795.253174
	Iteration 61Q: 3 clusters Score -1.555084e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -15550851.000000 Penalty: 3795.253174
	Iteration 62Q: 3 clusters Score -1.555085e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -15550871.000000 Penalty: 3795.253174
	Iteration 63Q: 3 clusters Score -1.555087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -15550892.000000 Penalty: 3795.253174
	Iteration 64Q: 3 clusters Score -1.555089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -15550884.000000 Penalty: 3795.253174
	Iteration 65Q: 3 clusters Score -1.555088e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -15550887.000000 Penalty: 3795.253174
	Iteration 66Q: 3 clusters Score -1.555089e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -15550886.000000 Penalty: 3795.253174
	Iteration 67Q: 3 clusters Score -1.555089e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -15550902.000000 Penalty: 3795.253174
	Iteration 68Q: 3 clusters Score -1.55509e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -15550912.000000 Penalty: 3795.253174
	Iteration 69Q: 3 clusters Score -1.555091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -15550947.000000 Penalty: 3795.253174
	Iteration 70Q: 3 clusters Score -1.555095e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -15550945.000000 Penalty: 3795.253174
	Iteration 71Q: 3 clusters Score -1.555094e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -15550939.000000 Penalty: 3795.253174
	Iteration 72Q: 3 clusters Score -1.555094e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -15550953.000000 Penalty: 3795.253174
	Iteration 73Q: 3 clusters Score -1.555095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -15550956.000000 Penalty: 3795.253174
	Iteration 74Q: 3 clusters Score -1.555096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -15550966.000000 Penalty: 3795.253174
	Iteration 75Q: 3 clusters Score -1.555097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -15550976.000000 Penalty: 3795.253174
	Iteration 76Q: 3 clusters Score -1.555098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -15550974.000000 Penalty: 3795.253174
	Iteration 77Q: 3 clusters Score -1.555097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -15550990.000000 Penalty: 3795.253174
	Iteration 78Q: 3 clusters Score -1.555099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -15550989.000000 Penalty: 3795.253174
	Iteration 79Q: 3 clusters Score -1.555099e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -15550971.000000 Penalty: 3795.253174
	Iteration 80F: 3 clusters Score -1.555097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -15550989.000000 Penalty: 3795.253174
	Iteration 81Q: 3 clusters Score -1.555099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -15551015.000000 Penalty: 3795.253174
	Iteration 82Q: 3 clusters Score -1.555102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -15551005.000000 Penalty: 3795.253174
	Iteration 83Q: 3 clusters Score -1.5551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -15551006.000000 Penalty: 3795.253174
	Iteration 84Q: 3 clusters Score -1.555101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -15550997.000000 Penalty: 3795.253174
	Iteration 85Q: 3 clusters Score -1.5551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -15550997.000000 Penalty: 3795.253174
	Iteration 86Q: 3 clusters Score -1.5551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -15550996.000000 Penalty: 3795.253174
	Iteration 87Q: 3 clusters Score -1.5551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -15551000.000000 Penalty: 3795.253174
	Iteration 88Q: 3 clusters Score -1.5551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -15551010.000000 Penalty: 3795.253174
	Iteration 89Q: 3 clusters Score -1.555101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -15551008.000000 Penalty: 3795.253174
	Iteration 90Q: 3 clusters Score -1.555101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -15551015.000000 Penalty: 3795.253174
	Iteration 91Q: 3 clusters Score -1.555102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -15551009.000000 Penalty: 3795.253174
	Iteration 92Q: 3 clusters Score -1.555101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -15551008.000000 Penalty: 3795.253174
	Iteration 93Q: 3 clusters Score -1.555101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -15551011.000000 Penalty: 3795.253174
	Iteration 94Q: 3 clusters Score -1.555101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -15551011.000000 Penalty: 3795.253174
	Iteration 95F: 3 clusters Score -1.555101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 6194 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 74908 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 22977 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 84532 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 66125 members 
Mstep: Class 32 contains 54509 members 
Entering Unmasked Estep 
Score: -127747080.000000 Penalty: 71843.617188
Splitting cluster 10 changes total score from -127732848.000000 to -127747080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -1253353.000000 Penalty: 1496.436401
	Iteration 0F: 2 clusters Score -1253353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1246155.125000 Penalty: 2992.872803
	Iteration 0F: 3 clusters Score -1246155 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1248558.500000 Penalty: 2992.872803
	Iteration 1F: 3 clusters Score -1248558 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1248870.750000 Penalty: 2992.872803
	Iteration 2F: 3 clusters Score -1248871 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1249148.000000 Penalty: 2992.872803
	Iteration 3F: 3 clusters Score -1249148 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1249401.000000 Penalty: 2992.872803
	Iteration 4F: 3 clusters Score -1249401 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1249688.250000 Penalty: 2992.872803
	Iteration 5Q: 3 clusters Score -1249688 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1250013.625000 Penalty: 2992.872803
	Iteration 6F: 3 clusters Score -1250014 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1250388.750000 Penalty: 2992.872803
	Iteration 7F: 3 clusters Score -1250389 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1250769.500000 Penalty: 2992.872803
	Iteration 8F: 3 clusters Score -1250770 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1251152.000000 Penalty: 2992.872803
	Iteration 9Q: 3 clusters Score -1251152 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1251525.500000 Penalty: 2992.872803
	Iteration 10Q: 3 clusters Score -1251526 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1251858.750000 Penalty: 2992.872803
	Iteration 11Q: 3 clusters Score -1251859 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1252080.875000 Penalty: 2992.872803
	Iteration 12Q: 3 clusters Score -1252081 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1252242.125000 Penalty: 2992.872803
	Iteration 13Q: 3 clusters Score -1252242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1252348.375000 Penalty: 2992.872803
	Iteration 14Q: 3 clusters Score -1252348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1252421.000000 Penalty: 2992.872803
	Iteration 15Q: 3 clusters Score -1252421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1252454.250000 Penalty: 2992.872803
	Iteration 16Q: 3 clusters Score -1252454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1252484.000000 Penalty: 2992.872803
	Iteration 17Q: 3 clusters Score -1252484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1252496.250000 Penalty: 2992.872803
	Iteration 18Q: 3 clusters Score -1252496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1252507.750000 Penalty: 2992.872803
	Iteration 19Q: 3 clusters Score -1252508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1252516.125000 Penalty: 2992.872803
	Iteration 20F: 3 clusters Score -1252516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1252533.250000 Penalty: 2992.872803
	Iteration 21Q: 3 clusters Score -1252533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1252544.875000 Penalty: 2992.872803
	Iteration 22Q: 3 clusters Score -1252545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1252559.750000 Penalty: 2992.872803
	Iteration 23Q: 3 clusters Score -1252560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1252575.125000 Penalty: 2992.872803
	Iteration 24Q: 3 clusters Score -1252575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1252590.750000 Penalty: 2992.872803
	Iteration 25Q: 3 clusters Score -1252591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1252611.375000 Penalty: 2992.872803
	Iteration 26Q: 3 clusters Score -1252611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1252630.250000 Penalty: 2992.872803
	Iteration 27Q: 3 clusters Score -1252630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1252644.000000 Penalty: 2992.872803
	Iteration 28Q: 3 clusters Score -1252644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1252659.375000 Penalty: 2992.872803
	Iteration 29Q: 3 clusters Score -1252659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1252671.875000 Penalty: 2992.872803
	Iteration 30Q: 3 clusters Score -1252672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1252690.500000 Penalty: 2992.872803
	Iteration 31Q: 3 clusters Score -1252690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1252717.625000 Penalty: 2992.872803
	Iteration 32Q: 3 clusters Score -1252718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1252743.500000 Penalty: 2992.872803
	Iteration 33Q: 3 clusters Score -1252744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1252771.750000 Penalty: 2992.872803
	Iteration 34Q: 3 clusters Score -1252772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1252788.375000 Penalty: 2992.872803
	Iteration 35Q: 3 clusters Score -1252788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1252806.375000 Penalty: 2992.872803
	Iteration 36Q: 3 clusters Score -1252806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1252818.750000 Penalty: 2992.872803
	Iteration 37Q: 3 clusters Score -1252819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1252827.750000 Penalty: 2992.872803
	Iteration 38Q: 3 clusters Score -1252828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1252838.875000 Penalty: 2992.872803
	Iteration 39Q: 3 clusters Score -1252839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1252838.625000 Penalty: 2992.872803
	Iteration 40F: 3 clusters Score -1252839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1252841.375000 Penalty: 2992.872803
	Iteration 41Q: 3 clusters Score -1252841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1252842.875000 Penalty: 2992.872803
	Iteration 42Q: 3 clusters Score -1252843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1252847.625000 Penalty: 2992.872803
	Iteration 43Q: 3 clusters Score -1252848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1252848.750000 Penalty: 2992.872803
	Iteration 44Q: 3 clusters Score -1252849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1252853.250000 Penalty: 2992.872803
	Iteration 45Q: 3 clusters Score -1252853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1252855.375000 Penalty: 2992.872803
	Iteration 46Q: 3 clusters Score -1252855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1252856.000000 Penalty: 2992.872803
	Iteration 47Q: 3 clusters Score -1252856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1252862.250000 Penalty: 2992.872803
	Iteration 48Q: 3 clusters Score -1252862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1252866.500000 Penalty: 2992.872803
	Iteration 49Q: 3 clusters Score -1252866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1252869.625000 Penalty: 2992.872803
	Iteration 50Q: 3 clusters Score -1252870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1252870.875000 Penalty: 2992.872803
	Iteration 51Q: 3 clusters Score -1252871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1252875.625000 Penalty: 2992.872803
	Iteration 52Q: 3 clusters Score -1252876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1252879.625000 Penalty: 2992.872803
	Iteration 53Q: 3 clusters Score -1252880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1252880.500000 Penalty: 2992.872803
	Iteration 54Q: 3 clusters Score -1252880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1252882.375000 Penalty: 2992.872803
	Iteration 55Q: 3 clusters Score -1252882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1252886.500000 Penalty: 2992.872803
	Iteration 56Q: 3 clusters Score -1252886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1252890.000000 Penalty: 2992.872803
	Iteration 57Q: 3 clusters Score -1252890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1252889.875000 Penalty: 2992.872803
	Iteration 58Q: 3 clusters Score -1252890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1252887.875000 Penalty: 2992.872803
	Iteration 59Q: 3 clusters Score -1252888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1252889.250000 Penalty: 2992.872803
	Iteration 60F: 3 clusters Score -1252889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1252888.375000 Penalty: 2992.872803
	Iteration 61Q: 3 clusters Score -1252888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1252886.625000 Penalty: 2992.872803
	Iteration 62Q: 3 clusters Score -1252887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1252887.500000 Penalty: 2992.872803
	Iteration 63Q: 3 clusters Score -1252888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1252886.750000 Penalty: 2992.872803
	Iteration 64Q: 3 clusters Score -1252887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1252889.500000 Penalty: 2992.872803
	Iteration 65Q: 3 clusters Score -1252890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1252888.750000 Penalty: 2992.872803
	Iteration 66Q: 3 clusters Score -1252889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1252888.500000 Penalty: 2992.872803
	Iteration 67Q: 3 clusters Score -1252888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1252887.375000 Penalty: 2992.872803
	Iteration 68Q: 3 clusters Score -1252887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1252887.375000 Penalty: 2992.872803
	Iteration 69F: 3 clusters Score -1252887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Entering Unmasked Estep 
Score: -8094347.500000 Penalty: 1790.734863
	Iteration 0F: 2 clusters Score -8094348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -8053958.500000 Penalty: 3581.469727
	Iteration 0F: 3 clusters Score -8053958 nChanged 28675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -8070230.000000 Penalty: 3581.469727
	Iteration 1F: 3 clusters Score -8070230 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -8070878.000000 Penalty: 3581.469727
	Iteration 2Q: 3 clusters Score -8070878 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -8071705.000000 Penalty: 3581.469727
	Iteration 3Q: 3 clusters Score -8071705 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -8073094.000000 Penalty: 3581.469727
	Iteration 4Q: 3 clusters Score -8073094 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -8075447.000000 Penalty: 3581.469727
	Iteration 5F: 3 clusters Score -8075447 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8079134.000000 Penalty: 3581.469727
	Iteration 6F: 3 clusters Score -8079134 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -8083763.500000 Penalty: 3581.469727
	Iteration 7F: 3 clusters Score -8083764 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -8087844.500000 Penalty: 3581.469727
	Iteration 8F: 3 clusters Score -8087844 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -8090548.000000 Penalty: 3581.469727
	Iteration 9Q: 3 clusters Score -8090548 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -8091916.000000 Penalty: 3581.469727
	Iteration 10Q: 3 clusters Score -8091916 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -8092389.500000 Penalty: 3581.469727
	Iteration 11Q: 3 clusters Score -8092390 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -8092570.500000 Penalty: 3581.469727
	Iteration 12Q: 3 clusters Score -8092570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -8092651.000000 Penalty: 3581.469727
	Iteration 13Q: 3 clusters Score -8092651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8092692.500000 Penalty: 3581.469727
	Iteration 14Q: 3 clusters Score -8092692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -8092719.000000 Penalty: 3581.469727
	Iteration 15Q: 3 clusters Score -8092719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -8092730.500000 Penalty: 3581.469727
	Iteration 16Q: 3 clusters Score -8092730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8092745.000000 Penalty: 3581.469727
	Iteration 17Q: 3 clusters Score -8092745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -8092751.500000 Penalty: 3581.469727
	Iteration 18Q: 3 clusters Score -8092752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8092752.500000 Penalty: 3581.469727
	Iteration 19Q: 3 clusters Score -8092752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8092755.000000 Penalty: 3581.469727
	Iteration 20F: 3 clusters Score -8092755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -8092759.000000 Penalty: 3581.469727
	Iteration 21Q: 3 clusters Score -8092759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8092762.500000 Penalty: 3581.469727
	Iteration 22Q: 3 clusters Score -8092762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8092774.000000 Penalty: 3581.469727
	Iteration 23Q: 3 clusters Score -8092774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -8092774.500000 Penalty: 3581.469727
	Iteration 24Q: 3 clusters Score -8092774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -8092777.000000 Penalty: 3581.469727
	Iteration 25Q: 3 clusters Score -8092777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -8092776.500000 Penalty: 3581.469727
	Iteration 26Q: 3 clusters Score -8092776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -8092776.500000 Penalty: 3581.469727
	Iteration 27F: 3 clusters Score -8092776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Entering Unmasked Estep 
Score: -3538206.250000 Penalty: 1663.249023
	Iteration 0F: 2 clusters Score -3538206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3519579.250000 Penalty: 3326.498047
	Iteration 0F: 3 clusters Score -3519579 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3527689.750000 Penalty: 3326.498047
	Iteration 1F: 3 clusters Score -3527690 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3529331.750000 Penalty: 3326.498047
	Iteration 2F: 3 clusters Score -3529332 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3531340.250000 Penalty: 3326.498047
	Iteration 3F: 3 clusters Score -3531340 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3533323.750000 Penalty: 3326.498047
	Iteration 4F: 3 clusters Score -3533324 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3534948.500000 Penalty: 3326.498047
	Iteration 5F: 3 clusters Score -3534948 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3536047.750000 Penalty: 3326.498047
	Iteration 6F: 3 clusters Score -3536048 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3536578.250000 Penalty: 3326.498047
	Iteration 7Q: 3 clusters Score -3536578 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3536835.500000 Penalty: 3326.498047
	Iteration 8Q: 3 clusters Score -3536836 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3536987.500000 Penalty: 3326.498047
	Iteration 9Q: 3 clusters Score -3536988 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3537110.250000 Penalty: 3326.498047
	Iteration 10Q: 3 clusters Score -3537110 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3537198.000000 Penalty: 3326.498047
	Iteration 11Q: 3 clusters Score -3537198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3537254.250000 Penalty: 3326.498047
	Iteration 12Q: 3 clusters Score -3537254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3537290.750000 Penalty: 3326.498047
	Iteration 13Q: 3 clusters Score -3537291 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3537307.750000 Penalty: 3326.498047
	Iteration 14Q: 3 clusters Score -3537308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3537330.250000 Penalty: 3326.498047
	Iteration 15Q: 3 clusters Score -3537330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3537338.500000 Penalty: 3326.498047
	Iteration 16Q: 3 clusters Score -3537338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3537344.500000 Penalty: 3326.498047
	Iteration 17Q: 3 clusters Score -3537344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3537353.250000 Penalty: 3326.498047
	Iteration 18Q: 3 clusters Score -3537353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3537360.500000 Penalty: 3326.498047
	Iteration 19Q: 3 clusters Score -3537360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3537362.250000 Penalty: 3326.498047
	Iteration 20F: 3 clusters Score -3537362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3537376.000000 Penalty: 3326.498047
	Iteration 21Q: 3 clusters Score -3537376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3537375.000000 Penalty: 3326.498047
	Iteration 22Q: 3 clusters Score -3537375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3537374.750000 Penalty: 3326.498047
	Iteration 23Q: 3 clusters Score -3537375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3537372.500000 Penalty: 3326.498047
	Iteration 24Q: 3 clusters Score -3537372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3537375.000000 Penalty: 3326.498047
	Iteration 25Q: 3 clusters Score -3537375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3537385.500000 Penalty: 3326.498047
	Iteration 26Q: 3 clusters Score -3537386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3537388.250000 Penalty: 3326.498047
	Iteration 27Q: 3 clusters Score -3537388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3537395.750000 Penalty: 3326.498047
	Iteration 28Q: 3 clusters Score -3537396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3537397.750000 Penalty: 3326.498047
	Iteration 29Q: 3 clusters Score -3537398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3537404.000000 Penalty: 3326.498047
	Iteration 30Q: 3 clusters Score -3537404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3537416.000000 Penalty: 3326.498047
	Iteration 31Q: 3 clusters Score -3537416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3537419.750000 Penalty: 3326.498047
	Iteration 32Q: 3 clusters Score -3537420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3537422.250000 Penalty: 3326.498047
	Iteration 33Q: 3 clusters Score -3537422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3537418.250000 Penalty: 3326.498047
	Iteration 34Q: 3 clusters Score -3537418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3537420.750000 Penalty: 3326.498047
	Iteration 35Q: 3 clusters Score -3537421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3537418.000000 Penalty: 3326.498047
	Iteration 36Q: 3 clusters Score -3537418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3537424.000000 Penalty: 3326.498047
	Iteration 37Q: 3 clusters Score -3537424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3537429.000000 Penalty: 3326.498047
	Iteration 38Q: 3 clusters Score -3537429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3537430.000000 Penalty: 3326.498047
	Iteration 39Q: 3 clusters Score -3537430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3537435.000000 Penalty: 3326.498047
	Iteration 40F: 3 clusters Score -3537435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3537436.500000 Penalty: 3326.498047
	Iteration 41Q: 3 clusters Score -3537436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3537432.750000 Penalty: 3326.498047
	Iteration 42Q: 3 clusters Score -3537433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3537441.500000 Penalty: 3326.498047
	Iteration 43Q: 3 clusters Score -3537442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3537436.750000 Penalty: 3326.498047
	Iteration 44Q: 3 clusters Score -3537437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3537435.250000 Penalty: 3326.498047
	Iteration 45Q: 3 clusters Score -3537435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3537437.750000 Penalty: 3326.498047
	Iteration 46Q: 3 clusters Score -3537438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -3537443.750000 Penalty: 3326.498047
	Iteration 47Q: 3 clusters Score -3537444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3537443.000000 Penalty: 3326.498047
	Iteration 48Q: 3 clusters Score -3537443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3537445.500000 Penalty: 3326.498047
	Iteration 49Q: 3 clusters Score -3537446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3537437.250000 Penalty: 3326.498047
	Iteration 50Q: 3 clusters Score -3537437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3537435.000000 Penalty: 3326.498047
	Iteration 51Q: 3 clusters Score -3537435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3537437.500000 Penalty: 3326.498047
	Iteration 52Q: 3 clusters Score -3537438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3537441.500000 Penalty: 3326.498047
	Iteration 53Q: 3 clusters Score -3537442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3537437.750000 Penalty: 3326.498047
	Iteration 54Q: 3 clusters Score -3537438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3537439.750000 Penalty: 3326.498047
	Iteration 55Q: 3 clusters Score -3537440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3537438.750000 Penalty: 3326.498047
	Iteration 56Q: 3 clusters Score -3537439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3537435.500000 Penalty: 3326.498047
	Iteration 57Q: 3 clusters Score -3537436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3537435.500000 Penalty: 3326.498047
	Iteration 58F: 3 clusters Score -3537436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Entering Unmasked Estep 
Score: -781353.687500 Penalty: 1427.997681
	Iteration 0F: 2 clusters Score -781353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -776419.062500 Penalty: 2855.995361
	Iteration 0F: 3 clusters Score -776419.1 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -777891.937500 Penalty: 2855.995361
	Iteration 1F: 3 clusters Score -777891.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -778314.812500 Penalty: 2855.995361
	Iteration 2F: 3 clusters Score -778314.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -778841.625000 Penalty: 2855.995361
	Iteration 3F: 3 clusters Score -778841.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -779373.062500 Penalty: 2855.995361
	Iteration 4F: 3 clusters Score -779373.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -779762.187500 Penalty: 2855.995361
	Iteration 5F: 3 clusters Score -779762.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -780061.812500 Penalty: 2855.995361
	Iteration 6F: 3 clusters Score -780061.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -780300.250000 Penalty: 2855.995361
	Iteration 7F: 3 clusters Score -780300.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -780475.937500 Penalty: 2855.995361
	Iteration 8Q: 3 clusters Score -780475.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -780604.625000 Penalty: 2855.995361
	Iteration 9Q: 3 clusters Score -780604.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -780697.125000 Penalty: 2855.995361
	Iteration 10Q: 3 clusters Score -780697.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -780770.562500 Penalty: 2855.995361
	Iteration 11Q: 3 clusters Score -780770.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -780830.500000 Penalty: 2855.995361
	Iteration 12Q: 3 clusters Score -780830.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -780879.562500 Penalty: 2855.995361
	Iteration 13Q: 3 clusters Score -780879.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -780904.687500 Penalty: 2855.995361
	Iteration 14Q: 3 clusters Score -780904.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -780922.750000 Penalty: 2855.995361
	Iteration 15Q: 3 clusters Score -780922.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -780940.437500 Penalty: 2855.995361
	Iteration 16Q: 3 clusters Score -780940.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -780953.812500 Penalty: 2855.995361
	Iteration 17Q: 3 clusters Score -780953.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -780961.375000 Penalty: 2855.995361
	Iteration 18Q: 3 clusters Score -780961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -780964.312500 Penalty: 2855.995361
	Iteration 19Q: 3 clusters Score -780964.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -780967.687500 Penalty: 2855.995361
	Iteration 20F: 3 clusters Score -780967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -780966.500000 Penalty: 2855.995361
	Iteration 21Q: 3 clusters Score -780966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -780967.187500 Penalty: 2855.995361
	Iteration 22Q: 3 clusters Score -780967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -780967.125000 Penalty: 2855.995361
	Iteration 23Q: 3 clusters Score -780967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -780967.750000 Penalty: 2855.995361
	Iteration 24Q: 3 clusters Score -780967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -780970.687500 Penalty: 2855.995361
	Iteration 25Q: 3 clusters Score -780970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -780971.125000 Penalty: 2855.995361
	Iteration 26Q: 3 clusters Score -780971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -780970.250000 Penalty: 2855.995361
	Iteration 27Q: 3 clusters Score -780970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -780971.375000 Penalty: 2855.995361
	Iteration 28Q: 3 clusters Score -780971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -780971.375000 Penalty: 2855.995361
	Iteration 29F: 3 clusters Score -780971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Entering Unmasked Estep 
Score: -4018469.250000 Penalty: 1677.656250
	Iteration 0F: 2 clusters Score -4018469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3998081.500000 Penalty: 3355.312500
	Iteration 0F: 3 clusters Score -3998082 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4005846.500000 Penalty: 3355.312500
	Iteration 1F: 3 clusters Score -4005846 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4006660.500000 Penalty: 3355.312500
	Iteration 2F: 3 clusters Score -4006660 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4007937.500000 Penalty: 3355.312500
	Iteration 3F: 3 clusters Score -4007938 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4010064.750000 Penalty: 3355.312500
	Iteration 4F: 3 clusters Score -4010065 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4012648.250000 Penalty: 3355.312500
	Iteration 5F: 3 clusters Score -4012648 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4014966.000000 Penalty: 3355.312500
	Iteration 6F: 3 clusters Score -4014966 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4016564.250000 Penalty: 3355.312500
	Iteration 7Q: 3 clusters Score -4016564 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4017285.500000 Penalty: 3355.312500
	Iteration 8Q: 3 clusters Score -4017286 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4017478.000000 Penalty: 3355.312500
	Iteration 9Q: 3 clusters Score -4017478 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4017532.750000 Penalty: 3355.312500
	Iteration 10Q: 3 clusters Score -4017533 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4017572.250000 Penalty: 3355.312500
	Iteration 11Q: 3 clusters Score -4017572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4017586.750000 Penalty: 3355.312500
	Iteration 12Q: 3 clusters Score -4017587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4017596.250000 Penalty: 3355.312500
	Iteration 13Q: 3 clusters Score -4017596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4017610.750000 Penalty: 3355.312500
	Iteration 14Q: 3 clusters Score -4017611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4017628.000000 Penalty: 3355.312500
	Iteration 15Q: 3 clusters Score -4017628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4017637.500000 Penalty: 3355.312500
	Iteration 16Q: 3 clusters Score -4017638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4017633.000000 Penalty: 3355.312500
	Iteration 17Q: 3 clusters Score -4017633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4017632.000000 Penalty: 3355.312500
	Iteration 18Q: 3 clusters Score -4017632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4017643.750000 Penalty: 3355.312500
	Iteration 19Q: 3 clusters Score -4017644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4017640.000000 Penalty: 3355.312500
	Iteration 20F: 3 clusters Score -4017640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4017640.000000 Penalty: 3355.312500
	Iteration 21Q: 3 clusters Score -4017640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4017645.750000 Penalty: 3355.312500
	Iteration 22Q: 3 clusters Score -4017646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4017641.500000 Penalty: 3355.312500
	Iteration 23Q: 3 clusters Score -4017642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4017648.500000 Penalty: 3355.312500
	Iteration 24Q: 3 clusters Score -4017648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4017644.000000 Penalty: 3355.312500
	Iteration 25Q: 3 clusters Score -4017644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4017642.500000 Penalty: 3355.312500
	Iteration 26Q: 3 clusters Score -4017642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4017642.750000 Penalty: 3355.312500
	Iteration 27Q: 3 clusters Score -4017643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4017645.000000 Penalty: 3355.312500
	Iteration 28Q: 3 clusters Score -4017645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4017645.500000 Penalty: 3355.312500
	Iteration 29Q: 3 clusters Score -4017646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4017644.250000 Penalty: 3355.312500
	Iteration 30Q: 3 clusters Score -4017644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4017639.000000 Penalty: 3355.312500
	Iteration 31Q: 3 clusters Score -4017639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4017639.000000 Penalty: 3355.312500
	Iteration 32F: 3 clusters Score -4017639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -635604.562500 Penalty: 1390.354736
	Iteration 0F: 2 clusters Score -635604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -631513.062500 Penalty: 2780.709473
	Iteration 0F: 3 clusters Score -631513.1 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -632696.500000 Penalty: 2780.709473
	Iteration 1F: 3 clusters Score -632696.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -632904.875000 Penalty: 2780.709473
	Iteration 2F: 3 clusters Score -632904.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -633048.937500 Penalty: 2780.709473
	Iteration 3F: 3 clusters Score -633048.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -633187.500000 Penalty: 2780.709473
	Iteration 4Q: 3 clusters Score -633187.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -633300.125000 Penalty: 2780.709473
	Iteration 5Q: 3 clusters Score -633300.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -633375.875000 Penalty: 2780.709473
	Iteration 6Q: 3 clusters Score -633375.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -633430.437500 Penalty: 2780.709473
	Iteration 7Q: 3 clusters Score -633430.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -633477.000000 Penalty: 2780.709473
	Iteration 8Q: 3 clusters Score -633477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -633510.812500 Penalty: 2780.709473
	Iteration 9Q: 3 clusters Score -633510.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -633547.312500 Penalty: 2780.709473
	Iteration 10Q: 3 clusters Score -633547.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -633581.687500 Penalty: 2780.709473
	Iteration 11Q: 3 clusters Score -633581.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -633628.312500 Penalty: 2780.709473
	Iteration 12Q: 3 clusters Score -633628.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -633673.687500 Penalty: 2780.709473
	Iteration 13Q: 3 clusters Score -633673.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -633713.000000 Penalty: 2780.709473
	Iteration 14Q: 3 clusters Score -633713 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -633749.812500 Penalty: 2780.709473
	Iteration 15Q: 3 clusters Score -633749.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -633790.500000 Penalty: 2780.709473
	Iteration 16Q: 3 clusters Score -633790.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -633843.375000 Penalty: 2780.709473
	Iteration 17Q: 3 clusters Score -633843.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -633896.812500 Penalty: 2780.709473
	Iteration 18Q: 3 clusters Score -633896.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -633967.812500 Penalty: 2780.709473
	Iteration 19Q: 3 clusters Score -633967.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -634036.125000 Penalty: 2780.709473
	Iteration 20F: 3 clusters Score -634036.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -634082.250000 Penalty: 2780.709473
	Iteration 21Q: 3 clusters Score -634082.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -634124.500000 Penalty: 2780.709473
	Iteration 22Q: 3 clusters Score -634124.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -634165.312500 Penalty: 2780.709473
	Iteration 23Q: 3 clusters Score -634165.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -634190.437500 Penalty: 2780.709473
	Iteration 24Q: 3 clusters Score -634190.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -634212.625000 Penalty: 2780.709473
	Iteration 25Q: 3 clusters Score -634212.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -634228.125000 Penalty: 2780.709473
	Iteration 26Q: 3 clusters Score -634228.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -634247.687500 Penalty: 2780.709473
	Iteration 27Q: 3 clusters Score -634247.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -634271.937500 Penalty: 2780.709473
	Iteration 28Q: 3 clusters Score -634271.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -634294.812500 Penalty: 2780.709473
	Iteration 29Q: 3 clusters Score -634294.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -634314.875000 Penalty: 2780.709473
	Iteration 30Q: 3 clusters Score -634314.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -634331.312500 Penalty: 2780.709473
	Iteration 31Q: 3 clusters Score -634331.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -634339.125000 Penalty: 2780.709473
	Iteration 32Q: 3 clusters Score -634339.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -634347.062500 Penalty: 2780.709473
	Iteration 33Q: 3 clusters Score -634347.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -634358.875000 Penalty: 2780.709473
	Iteration 34Q: 3 clusters Score -634358.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -634370.062500 Penalty: 2780.709473
	Iteration 35Q: 3 clusters Score -634370.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -634379.562500 Penalty: 2780.709473
	Iteration 36Q: 3 clusters Score -634379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -634392.375000 Penalty: 2780.709473
	Iteration 37Q: 3 clusters Score -634392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -634400.062500 Penalty: 2780.709473
	Iteration 38Q: 3 clusters Score -634400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -634407.312500 Penalty: 2780.709473
	Iteration 39Q: 3 clusters Score -634407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -634412.875000 Penalty: 2780.709473
	Iteration 40F: 3 clusters Score -634412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -634418.312500 Penalty: 2780.709473
	Iteration 41Q: 3 clusters Score -634418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -634423.375000 Penalty: 2780.709473
	Iteration 42Q: 3 clusters Score -634423.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -634429.375000 Penalty: 2780.709473
	Iteration 43Q: 3 clusters Score -634429.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -634434.625000 Penalty: 2780.709473
	Iteration 44Q: 3 clusters Score -634434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -634439.250000 Penalty: 2780.709473
	Iteration 45Q: 3 clusters Score -634439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -634442.000000 Penalty: 2780.709473
	Iteration 46Q: 3 clusters Score -634442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -634443.687500 Penalty: 2780.709473
	Iteration 47Q: 3 clusters Score -634443.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -634447.562500 Penalty: 2780.709473
	Iteration 48Q: 3 clusters Score -634447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -634446.187500 Penalty: 2780.709473
	Iteration 49Q: 3 clusters Score -634446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -634446.187500 Penalty: 2780.709473
	Iteration 50F: 3 clusters Score -634446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Entering Unmasked Estep 
Score: -9811553.000000 Penalty: 1823.902588
	Iteration 0F: 2 clusters Score -9811553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -9763959.000000 Penalty: 3647.805176
	Iteration 0F: 3 clusters Score -9763959 nChanged 35663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9784565.000000 Penalty: 3647.805176
	Iteration 1F: 3 clusters Score -9784565 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9786319.000000 Penalty: 3647.805176
	Iteration 2Q: 3 clusters Score -9786319 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -9790071.000000 Penalty: 3647.805176
	Iteration 3F: 3 clusters Score -9790071 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -9796478.000000 Penalty: 3647.805176
	Iteration 4F: 3 clusters Score -9796478 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -9803799.000000 Penalty: 3647.805176
	Iteration 5F: 3 clusters Score -9803799 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -9809474.000000 Penalty: 3647.805176
	Iteration 6F: 3 clusters Score -9809474 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -9812650.000000 Penalty: 3647.805176
	Iteration 7Q: 3 clusters Score -9812650 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -9813438.000000 Penalty: 3647.805176
	Iteration 8Q: 3 clusters Score -9813438 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -9813457.000000 Penalty: 3647.805176
	Iteration 9Q: 3 clusters Score -9813457 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -9813375.000000 Penalty: 3647.805176
	Iteration 10Q: 3 clusters Score -9813375 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -9813319.000000 Penalty: 3647.805176
	Iteration 11Q: 3 clusters Score -9813319 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -9813271.000000 Penalty: 3647.805176
	Iteration 12Q: 3 clusters Score -9813271 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -9813198.000000 Penalty: 3647.805176
	Iteration 13Q: 3 clusters Score -9813198 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -9813076.000000 Penalty: 3647.805176
	Iteration 14Q: 3 clusters Score -9813076 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -9813035.000000 Penalty: 3647.805176
	Iteration 15Q: 3 clusters Score -9813035 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -9812946.000000 Penalty: 3647.805176
	Iteration 16Q: 3 clusters Score -9812946 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -9812893.000000 Penalty: 3647.805176
	Iteration 17Q: 3 clusters Score -9812893 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -9812851.000000 Penalty: 3647.805176
	Iteration 18Q: 3 clusters Score -9812851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -9812839.000000 Penalty: 3647.805176
	Iteration 19Q: 3 clusters Score -9812839 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -9812792.000000 Penalty: 3647.805176
	Iteration 20F: 3 clusters Score -9812792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9812747.000000 Penalty: 3647.805176
	Iteration 21Q: 3 clusters Score -9812747 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9812722.000000 Penalty: 3647.805176
	Iteration 22Q: 3 clusters Score -9812722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -9812669.000000 Penalty: 3647.805176
	Iteration 23Q: 3 clusters Score -9812669 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9812635.000000 Penalty: 3647.805176
	Iteration 24Q: 3 clusters Score -9812635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -9812624.000000 Penalty: 3647.805176
	Iteration 25Q: 3 clusters Score -9812624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9812587.000000 Penalty: 3647.805176
	Iteration 26Q: 3 clusters Score -9812587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9812563.000000 Penalty: 3647.805176
	Iteration 27Q: 3 clusters Score -9812563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9812511.000000 Penalty: 3647.805176
	Iteration 28Q: 3 clusters Score -9812511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9812507.000000 Penalty: 3647.805176
	Iteration 29Q: 3 clusters Score -9812507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9812510.000000 Penalty: 3647.805176
	Iteration 30Q: 3 clusters Score -9812510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9812495.000000 Penalty: 3647.805176
	Iteration 31Q: 3 clusters Score -9812495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9812482.000000 Penalty: 3647.805176
	Iteration 32Q: 3 clusters Score -9812482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -9812458.000000 Penalty: 3647.805176
	Iteration 33Q: 3 clusters Score -9812458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9812444.000000 Penalty: 3647.805176
	Iteration 34Q: 3 clusters Score -9812444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9812439.000000 Penalty: 3647.805176
	Iteration 35Q: 3 clusters Score -9812439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9812440.000000 Penalty: 3647.805176
	Iteration 36Q: 3 clusters Score -9812440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9812433.000000 Penalty: 3647.805176
	Iteration 37Q: 3 clusters Score -9812433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9812442.000000 Penalty: 3647.805176
	Iteration 38Q: 3 clusters Score -9812442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9812433.000000 Penalty: 3647.805176
	Iteration 39Q: 3 clusters Score -9812433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -9812436.000000 Penalty: 3647.805176
	Iteration 40F: 3 clusters Score -9812436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9812428.000000 Penalty: 3647.805176
	Iteration 41Q: 3 clusters Score -9812428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9812424.000000 Penalty: 3647.805176
	Iteration 42Q: 3 clusters Score -9812424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9812418.000000 Penalty: 3647.805176
	Iteration 43Q: 3 clusters Score -9812418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9812410.000000 Penalty: 3647.805176
	Iteration 44Q: 3 clusters Score -9812410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -9812415.000000 Penalty: 3647.805176
	Iteration 45Q: 3 clusters Score -9812415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9812410.000000 Penalty: 3647.805176
	Iteration 46Q: 3 clusters Score -9812410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9812412.000000 Penalty: 3647.805176
	Iteration 47Q: 3 clusters Score -9812412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9812409.000000 Penalty: 3647.805176
	Iteration 48Q: 3 clusters Score -9812409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9812411.000000 Penalty: 3647.805176
	Iteration 49Q: 3 clusters Score -9812411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9812410.000000 Penalty: 3647.805176
	Iteration 50Q: 3 clusters Score -9812410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -9812407.000000 Penalty: 3647.805176
	Iteration 51Q: 3 clusters Score -9812407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9812408.000000 Penalty: 3647.805176
	Iteration 52Q: 3 clusters Score -9812408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9812407.000000 Penalty: 3647.805176
	Iteration 53Q: 3 clusters Score -9812407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9812399.000000 Penalty: 3647.805176
	Iteration 54Q: 3 clusters Score -9812399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9812401.000000 Penalty: 3647.805176
	Iteration 55Q: 3 clusters Score -9812401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -9812405.000000 Penalty: 3647.805176
	Iteration 56Q: 3 clusters Score -9812405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -9812408.000000 Penalty: 3647.805176
	Iteration 57Q: 3 clusters Score -9812408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9812405.000000 Penalty: 3647.805176
	Iteration 58Q: 3 clusters Score -9812405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9812407.000000 Penalty: 3647.805176
	Iteration 59Q: 3 clusters Score -9812407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9812408.000000 Penalty: 3647.805176
	Iteration 60F: 3 clusters Score -9812408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9812406.000000 Penalty: 3647.805176
	Iteration 61Q: 3 clusters Score -9812406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9812401.000000 Penalty: 3647.805176
	Iteration 62Q: 3 clusters Score -9812401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9812393.000000 Penalty: 3647.805176
	Iteration 63Q: 3 clusters Score -9812393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9812396.000000 Penalty: 3647.805176
	Iteration 64Q: 3 clusters Score -9812396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9812396.000000 Penalty: 3647.805176
	Iteration 65F: 3 clusters Score -9812396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 6194 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 72302 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 22977 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 84532 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 66125 members 
Mstep: Class 32 contains 54509 members 
Mstep: Class 33 contains 2606 members 
Entering Unmasked Estep 
Score: -127747656.000000 Penalty: 74088.726562
Splitting cluster 17 changes total score from -127732848.000000 to -127747656.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -623591.375000 Penalty: 1379.929810
	Iteration 0F: 2 clusters Score -623591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -619794.937500 Penalty: 2759.859619
	Iteration 0F: 3 clusters Score -619794.9 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -620804.812500 Penalty: 2759.859619
	Iteration 1F: 3 clusters Score -620804.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -620986.312500 Penalty: 2759.859619
	Iteration 2F: 3 clusters Score -620986.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -621116.562500 Penalty: 2759.859619
	Iteration 3F: 3 clusters Score -621116.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -621253.562500 Penalty: 2759.859619
	Iteration 4Q: 3 clusters Score -621253.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -621428.375000 Penalty: 2759.859619
	Iteration 5F: 3 clusters Score -621428.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -621653.437500 Penalty: 2759.859619
	Iteration 6F: 3 clusters Score -621653.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -621909.187500 Penalty: 2759.859619
	Iteration 7F: 3 clusters Score -621909.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -622112.000000 Penalty: 2759.859619
	Iteration 8Q: 3 clusters Score -622112 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -622250.187500 Penalty: 2759.859619
	Iteration 9Q: 3 clusters Score -622250.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -622333.062500 Penalty: 2759.859619
	Iteration 10Q: 3 clusters Score -622333.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -622393.812500 Penalty: 2759.859619
	Iteration 11Q: 3 clusters Score -622393.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -622444.187500 Penalty: 2759.859619
	Iteration 12Q: 3 clusters Score -622444.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -622479.500000 Penalty: 2759.859619
	Iteration 13Q: 3 clusters Score -622479.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -622501.187500 Penalty: 2759.859619
	Iteration 14Q: 3 clusters Score -622501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -622518.437500 Penalty: 2759.859619
	Iteration 15Q: 3 clusters Score -622518.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -622530.250000 Penalty: 2759.859619
	Iteration 16Q: 3 clusters Score -622530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -622535.437500 Penalty: 2759.859619
	Iteration 17Q: 3 clusters Score -622535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -622540.062500 Penalty: 2759.859619
	Iteration 18Q: 3 clusters Score -622540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -622540.062500 Penalty: 2759.859619
	Iteration 19F: 3 clusters Score -622540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -11027.081055 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -11027.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10433.117188 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -10433.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10484.420898 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -10484.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10500.262695 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -10500.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10511.166992 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -10511.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10523.209961 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -10523.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10524.405273 Penalty: 1586.910645
	Iteration 5Q: 3 clusters Score -10524.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10524.405273 Penalty: 1586.910645
	Iteration 6F: 3 clusters Score -10524.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Entering Unmasked Estep 
Score: -5622591.500000 Penalty: 1732.692993
	Iteration 0F: 2 clusters Score -5622592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -5594304.000000 Penalty: 3465.385986
	Iteration 0F: 3 clusters Score -5594304 nChanged 19805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5605224.000000 Penalty: 3465.385986
	Iteration 1F: 3 clusters Score -5605224 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5605658.000000 Penalty: 3465.385986
	Iteration 2Q: 3 clusters Score -5605658 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5606123.500000 Penalty: 3465.385986
	Iteration 3Q: 3 clusters Score -5606124 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5606686.500000 Penalty: 3465.385986
	Iteration 4Q: 3 clusters Score -5606686 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5607311.000000 Penalty: 3465.385986
	Iteration 5Q: 3 clusters Score -5607311 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -5608053.000000 Penalty: 3465.385986
	Iteration 6Q: 3 clusters Score -5608053 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5608951.500000 Penalty: 3465.385986
	Iteration 7Q: 3 clusters Score -5608952 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5609922.000000 Penalty: 3465.385986
	Iteration 8Q: 3 clusters Score -5609922 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5611091.500000 Penalty: 3465.385986
	Iteration 9F: 3 clusters Score -5611092 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5612416.000000 Penalty: 3465.385986
	Iteration 10F: 3 clusters Score -5612416 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5613988 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5615579.500000 Penalty: 3465.385986
	Iteration 12F: 3 clusters Score -5615580 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5616602 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5617027 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5617230 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5617291 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5617369 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5617382 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5617433.500000 Penalty: 3465.385986
	Iteration 19Q: 3 clusters Score -5617434 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5617476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -5617494.500000 Penalty: 3465.385986
	Iteration 21Q: 3 clusters Score -5617494 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5617531.000000 Penalty: 3465.385986
	Iteration 22Q: 3 clusters Score -5617531 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5617562.000000 Penalty: 3465.385986
	Iteration 23Q: 3 clusters Score -5617562 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5617609.000000 Penalty: 3465.385986
	Iteration 24Q: 3 clusters Score -5617609 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5617638.500000 Penalty: 3465.385986
	Iteration 25Q: 3 clusters Score -5617638 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5617652.000000 Penalty: 3465.385986
	Iteration 26Q: 3 clusters Score -5617652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5617642.000000 Penalty: 3465.385986
	Iteration 27Q: 3 clusters Score -5617642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5617690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5617722.000000 Penalty: 3465.385986
	Iteration 29Q: 3 clusters Score -5617722 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5617720.500000 Penalty: 3465.385986
	Iteration 30Q: 3 clusters Score -5617720 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5617744.000000 Penalty: 3465.385986
	Iteration 31Q: 3 clusters Score -5617744 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5617770 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5617805 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -5617834.000000 Penalty: 3465.385986
	Iteration 34Q: 3 clusters Score -5617834 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5617846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -5617867.500000 Penalty: 3465.385986
	Iteration 36Q: 3 clusters Score -5617868 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -5617917.500000 Penalty: 3465.385986
	Iteration 37Q: 3 clusters Score -5617918 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5617958.000000 Penalty: 3465.385986
	Iteration 38Q: 3 clusters Score -5617958 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5617994 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5618087.500000 Penalty: 3465.385986
	Iteration 40F: 3 clusters Score -5618088 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5618199 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5618318 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5618460 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5618608.000000 Penalty: 3465.385986
	Iteration 44Q: 3 clusters Score -5618608 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5618804.000000 Penalty: 3465.385986
	Iteration 45Q: 3 clusters Score -5618804 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5618971 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5619137.000000 Penalty: 3465.385986
	Iteration 47Q: 3 clusters Score -5619137 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5619286.500000 Penalty: 3465.385986
	Iteration 48Q: 3 clusters Score -5619286 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5619404.000000 Penalty: 3465.385986
	Iteration 49Q: 3 clusters Score -5619404 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5619506.000000 Penalty: 3465.385986
	Iteration 50Q: 3 clusters Score -5619506 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -5619574.500000 Penalty: 3465.385986
	Iteration 51Q: 3 clusters Score -5619574 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5619629.500000 Penalty: 3465.385986
	Iteration 52Q: 3 clusters Score -5619630 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5619690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5619726.000000 Penalty: 3465.385986
	Iteration 54Q: 3 clusters Score -5619726 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5619756.500000 Penalty: 3465.385986
	Iteration 55Q: 3 clusters Score -5619756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -5619790.000000 Penalty: 3465.385986
	Iteration 56Q: 3 clusters Score -5619790 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5619802.000000 Penalty: 3465.385986
	Iteration 57Q: 3 clusters Score -5619802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5619808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5619845.500000 Penalty: 3465.385986
	Iteration 59Q: 3 clusters Score -5619846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5619880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -5619885.000000 Penalty: 3465.385986
	Iteration 61Q: 3 clusters Score -5619885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5619914.000000 Penalty: 3465.385986
	Iteration 62Q: 3 clusters Score -5619914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -5619927.500000 Penalty: 3465.385986
	Iteration 63Q: 3 clusters Score -5619928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5619951.500000 Penalty: 3465.385986
	Iteration 64Q: 3 clusters Score -5619952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5619979.500000 Penalty: 3465.385986
	Iteration 65Q: 3 clusters Score -5619980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5619989.500000 Penalty: 3465.385986
	Iteration 66Q: 3 clusters Score -5619990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5619992.500000 Penalty: 3465.385986
	Iteration 67Q: 3 clusters Score -5619992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -5620012.000000 Penalty: 3465.385986
	Iteration 68Q: 3 clusters Score -5620012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5619998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -5620016.500000 Penalty: 3465.385986
	Iteration 70Q: 3 clusters Score -5620016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5620026.500000 Penalty: 3465.385986
	Iteration 71Q: 3 clusters Score -5620026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5620029.500000 Penalty: 3465.385986
	Iteration 72Q: 3 clusters Score -5620030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5620037.000000 Penalty: 3465.385986
	Iteration 73Q: 3 clusters Score -5620037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5620052.500000 Penalty: 3465.385986
	Iteration 74Q: 3 clusters Score -5620052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5620046.500000 Penalty: 3465.385986
	Iteration 75Q: 3 clusters Score -5620046 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5620045.000000 Penalty: 3465.385986
	Iteration 76Q: 3 clusters Score -5620045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5620066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5620080.000000 Penalty: 3465.385986
	Iteration 78Q: 3 clusters Score -5620080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5620081.500000 Penalty: 3465.385986
	Iteration 79Q: 3 clusters Score -5620082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -5620078.500000 Penalty: 3465.385986
	Iteration 80F: 3 clusters Score -5620078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5620091.000000 Penalty: 3465.385986
	Iteration 81Q: 3 clusters Score -5620091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5620091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -5620101.000000 Penalty: 3465.385986
	Iteration 83Q: 3 clusters Score -5620101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -5620104.500000 Penalty: 3465.385986
	Iteration 84Q: 3 clusters Score -5620104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -5620103.000000 Penalty: 3465.385986
	Iteration 85Q: 3 clusters Score -5620103 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5620115.500000 Penalty: 3465.385986
	Iteration 86Q: 3 clusters Score -5620116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -5620120.500000 Penalty: 3465.385986
	Iteration 87Q: 3 clusters Score -5620120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5620132.500000 Penalty: 3465.385986
	Iteration 88Q: 3 clusters Score -5620132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5620136.500000 Penalty: 3465.385986
	Iteration 89Q: 3 clusters Score -5620136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -5620139.000000 Penalty: 3465.385986
	Iteration 90Q: 3 clusters Score -5620139 nChanged 57
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Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5620128.000000 Penalty: 3465.385986
	Iteration 91Q: 3 clusters Score -5620128 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5620136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -5620140.500000 Penalty: 3465.385986
	Iteration 93Q: 3 clusters Score -5620140 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5620140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -5620141.500000 Penalty: 3465.385986
	Iteration 95Q: 3 clusters Score -5620142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -5620154.000000 Penalty: 3465.385986
	Iteration 96Q: 3 clusters Score -5620154 nChanged 55
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5620166 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5620171.500000 Penalty: 3465.385986
	Iteration 98Q: 3 clusters Score -5620172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5620169.500000 Penalty: 3465.385986
	Iteration 99Q: 3 clusters Score -5620170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -5620180.500000 Penalty: 3465.385986
	Iteration 100F: 3 clusters Score -5620180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -5620191.500000 Penalty: 3465.385986
	Iteration 101Q: 3 clusters Score -5620192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5620213.000000 Penalty: 3465.385986
	Iteration 102Q: 3 clusters Score -5620213 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5620214.000000 Penalty: 3465.385986
	Iteration 103Q: 3 clusters Score -5620214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 33458 members 
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Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 33553 members 
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Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8961 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8899 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5620279 nChanged 92
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Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8230 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 34576 members 
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Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7927 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7564 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7300 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7080 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5620404 nChanged 113
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5620429 nChanged 102
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Mstep: Class 1 contains 6744 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5620461 nChanged 115
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Mstep: Class 1 contains 6629 members 
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Mstep: Class 1 contains 6542 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6367 members 
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Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5620496 nChanged 94
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Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5620520 nChanged 105
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Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5620541 nChanged 111
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Mstep: Class 1 contains 5964 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5620560 nChanged 121
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Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5620569 nChanged 117
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5620586 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5620610 nChanged 99
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Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5620603 nChanged 102
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5620619 nChanged 100
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Mstep: Class 1 contains 5313 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5620638 nChanged 98
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Mstep: Class 1 contains 5215 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5620642 nChanged 91
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Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5620654 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5620664 nChanged 101
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Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37818 members 
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	Iteration 156Q: 3 clusters Score -5620683 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4809 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5620704 nChanged 107
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Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5620716 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5620754 nChanged 114
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Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 38253 members 
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	Iteration 160F: 3 clusters Score -5620764 nChanged 123
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Mstep: Class 1 contains 4357 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4237 members 
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	Iteration 162Q: 3 clusters Score -5620810 nChanged 107
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Mstep: Class 1 contains 4130 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5620820 nChanged 114
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Mstep: Class 1 contains 4016 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5620832 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3894 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5620870 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3778 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5620904 nChanged 103
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Mstep: Class 1 contains 3675 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5620931 nChanged 98
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Mstep: Class 1 contains 3577 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5620950 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3489 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5620968 nChanged 82
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5620980 nChanged 71
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Mstep: Class 1 contains 3338 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5620991 nChanged 69
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Mstep: Class 1 contains 3269 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5621011 nChanged 57
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Mstep: Class 1 contains 3212 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5621022 nChanged 59
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Mstep: Class 1 contains 3153 members 
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	Iteration 174Q: 3 clusters Score -5621032 nChanged 56
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Mstep: Class 1 contains 3097 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5621034 nChanged 48
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Mstep: Class 1 contains 3049 members 
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	Iteration 176Q: 3 clusters Score -5621026 nChanged 46
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5621018 nChanged 40
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Mstep: Class 1 contains 2963 members 
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	Iteration 178Q: 3 clusters Score -5621028 nChanged 38
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	Iteration 179Q: 3 clusters Score -5621036 nChanged 37
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	Iteration 180F: 3 clusters Score -5621033 nChanged 37
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Mstep: Class 1 contains 2851 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5621039 nChanged 30
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	Iteration 182Q: 3 clusters Score -5621040 nChanged 35
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5621054 nChanged 44
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	Iteration 184Q: 3 clusters Score -5621048 nChanged 50
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	Iteration 185Q: 3 clusters Score -5621046 nChanged 44
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	Iteration 186Q: 3 clusters Score -5621048 nChanged 31
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5621056 nChanged 32
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	Iteration 188Q: 3 clusters Score -5621068 nChanged 32
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	Iteration 189Q: 3 clusters Score -5621072 nChanged 30
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	Iteration 190Q: 3 clusters Score -5621074 nChanged 26
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5621080 nChanged 18
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	Iteration 192Q: 3 clusters Score -5621081 nChanged 20
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	Iteration 193Q: 3 clusters Score -5621085 nChanged 17
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	Iteration 194Q: 3 clusters Score -5621094 nChanged 18
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	Iteration 195Q: 3 clusters Score -5621102 nChanged 16
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	Iteration 196Q: 3 clusters Score -5621107 nChanged 22
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Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -5621105.500000 Penalty: 3465.385986
	Iteration 197Q: 3 clusters Score -5621106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5621111.500000 Penalty: 3465.385986
	Iteration 198Q: 3 clusters Score -5621112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5621119.000000 Penalty: 3465.385986
	Iteration 199Q: 3 clusters Score -5621119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5621110.500000 Penalty: 3465.385986
	Iteration 200F: 3 clusters Score -5621110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -5621113.500000 Penalty: 3465.385986
	Iteration 201Q: 3 clusters Score -5621114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5621108.500000 Penalty: 3465.385986
	Iteration 202Q: 3 clusters Score -5621108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5621108.500000 Penalty: 3465.385986
	Iteration 203Q: 3 clusters Score -5621108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5621116.000000 Penalty: 3465.385986
	Iteration 204Q: 3 clusters Score -5621116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5621116.000000 Penalty: 3465.385986
	Iteration 205Q: 3 clusters Score -5621116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5621120.000000 Penalty: 3465.385986
	Iteration 206Q: 3 clusters Score -5621120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5621123.000000 Penalty: 3465.385986
	Iteration 207Q: 3 clusters Score -5621123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5621127.500000 Penalty: 3465.385986
	Iteration 208Q: 3 clusters Score -5621128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5621143.500000 Penalty: 3465.385986
	Iteration 209Q: 3 clusters Score -5621144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5621152.500000 Penalty: 3465.385986
	Iteration 210Q: 3 clusters Score -5621152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5621148.000000 Penalty: 3465.385986
	Iteration 211Q: 3 clusters Score -5621148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5621151.000000 Penalty: 3465.385986
	Iteration 212Q: 3 clusters Score -5621151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5621154.500000 Penalty: 3465.385986
	Iteration 213Q: 3 clusters Score -5621154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5621158.000000 Penalty: 3465.385986
	Iteration 214Q: 3 clusters Score -5621158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5621156.500000 Penalty: 3465.385986
	Iteration 215Q: 3 clusters Score -5621156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5621156.500000 Penalty: 3465.385986
	Iteration 216Q: 3 clusters Score -5621156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5621153.500000 Penalty: 3465.385986
	Iteration 217Q: 3 clusters Score -5621154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5621165.000000 Penalty: 3465.385986
	Iteration 218Q: 3 clusters Score -5621165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5621171.500000 Penalty: 3465.385986
	Iteration 219Q: 3 clusters Score -5621172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -5621182.000000 Penalty: 3465.385986
	Iteration 220F: 3 clusters Score -5621182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5621177.000000 Penalty: 3465.385986
	Iteration 221Q: 3 clusters Score -5621177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5621185.000000 Penalty: 3465.385986
	Iteration 222Q: 3 clusters Score -5621185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5621188.500000 Penalty: 3465.385986
	Iteration 223Q: 3 clusters Score -5621188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5621191.000000 Penalty: 3465.385986
	Iteration 224Q: 3 clusters Score -5621191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5621200.000000 Penalty: 3465.385986
	Iteration 225Q: 3 clusters Score -5621200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5621206.000000 Penalty: 3465.385986
	Iteration 226Q: 3 clusters Score -5621206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5621208.000000 Penalty: 3465.385986
	Iteration 227Q: 3 clusters Score -5621208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5621207.000000 Penalty: 3465.385986
	Iteration 228Q: 3 clusters Score -5621207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5621206.500000 Penalty: 3465.385986
	Iteration 229Q: 3 clusters Score -5621206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5621216.500000 Penalty: 3465.385986
	Iteration 230Q: 3 clusters Score -5621216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -5621205.000000 Penalty: 3465.385986
	Iteration 231Q: 3 clusters Score -5621205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5621208.000000 Penalty: 3465.385986
	Iteration 232Q: 3 clusters Score -5621208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5621213.500000 Penalty: 3465.385986
	Iteration 233Q: 3 clusters Score -5621214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5621217.500000 Penalty: 3465.385986
	Iteration 234Q: 3 clusters Score -5621218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -5621209.000000 Penalty: 3465.385986
	Iteration 235Q: 3 clusters Score -5621209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5621207.500000 Penalty: 3465.385986
	Iteration 236Q: 3 clusters Score -5621208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5621207.000000 Penalty: 3465.385986
	Iteration 237Q: 3 clusters Score -5621207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5621206.000000 Penalty: 3465.385986
	Iteration 238Q: 3 clusters Score -5621206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -5621211.500000 Penalty: 3465.385986
	Iteration 239Q: 3 clusters Score -5621212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -5621211.500000 Penalty: 3465.385986
	Iteration 240F: 3 clusters Score -5621212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (79196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Entering Unmasked Estep 
Score: -10544748.000000 Penalty: 1832.948242
	Iteration 0F: 2 clusters Score -1.054475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -10496174.000000 Penalty: 3665.896484
	Iteration 0F: 3 clusters Score -1.049617e+07 nChanged 37562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -10517586.000000 Penalty: 3665.896484
	Iteration 1F: 3 clusters Score -1.051759e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -10518132.000000 Penalty: 3665.896484
	Iteration 2Q: 3 clusters Score -1.051813e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -10518706.000000 Penalty: 3665.896484
	Iteration 3Q: 3 clusters Score -1.051871e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -10519333.000000 Penalty: 3665.896484
	Iteration 4Q: 3 clusters Score -1.051933e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -10520162.000000 Penalty: 3665.896484
	Iteration 5Q: 3 clusters Score -1.052016e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -10521377.000000 Penalty: 3665.896484
	Iteration 6Q: 3 clusters Score -1.052138e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -10523290.000000 Penalty: 3665.896484
	Iteration 7F: 3 clusters Score -1.052329e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -10526871.000000 Penalty: 3665.896484
	Iteration 8F: 3 clusters Score -1.052687e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -10531990.000000 Penalty: 3665.896484
	Iteration 9F: 3 clusters Score -1.053199e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -10537160.000000 Penalty: 3665.896484
	Iteration 10F: 3 clusters Score -1.053716e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -10540895.000000 Penalty: 3665.896484
	Iteration 11F: 3 clusters Score -1.05409e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -10542450.000000 Penalty: 3665.896484
	Iteration 12Q: 3 clusters Score -1.054245e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -10542869.000000 Penalty: 3665.896484
	Iteration 13Q: 3 clusters Score -1.054287e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -10543001.000000 Penalty: 3665.896484
	Iteration 14Q: 3 clusters Score -1.0543e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -10543059.000000 Penalty: 3665.896484
	Iteration 15Q: 3 clusters Score -1.054306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -10543094.000000 Penalty: 3665.896484
	Iteration 16Q: 3 clusters Score -1.054309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -10543124.000000 Penalty: 3665.896484
	Iteration 17Q: 3 clusters Score -1.054312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -10543134.000000 Penalty: 3665.896484
	Iteration 18Q: 3 clusters Score -1.054313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -10543159.000000 Penalty: 3665.896484
	Iteration 19Q: 3 clusters Score -1.054316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -10543172.000000 Penalty: 3665.896484
	Iteration 20F: 3 clusters Score -1.054317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10543187.000000 Penalty: 3665.896484
	Iteration 21Q: 3 clusters Score -1.054319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10543193.000000 Penalty: 3665.896484
	Iteration 22Q: 3 clusters Score -1.054319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10543193.000000 Penalty: 3665.896484
	Iteration 23F: 3 clusters Score -1.054319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Entering Unmasked Estep 
Score: -7695616.500000 Penalty: 1783.607544
	Iteration 0F: 2 clusters Score -7695616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -7656932.000000 Penalty: 3567.215088
	Iteration 0F: 3 clusters Score -7656932 nChanged 27589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7672417.500000 Penalty: 3567.215088
	Iteration 1F: 3 clusters Score -7672418 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -7672822.500000 Penalty: 3567.215088
	Iteration 2Q: 3 clusters Score -7672822 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -7673238.500000 Penalty: 3567.215088
	Iteration 3Q: 3 clusters Score -7673238 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -7673671.500000 Penalty: 3567.215088
	Iteration 4Q: 3 clusters Score -7673672 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -7674132.000000 Penalty: 3567.215088
	Iteration 5Q: 3 clusters Score -7674132 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -7674770.500000 Penalty: 3567.215088
	Iteration 6Q: 3 clusters Score -7674770 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -7675628.500000 Penalty: 3567.215088
	Iteration 7Q: 3 clusters Score -7675628 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7676976.500000 Penalty: 3567.215088
	Iteration 8Q: 3 clusters Score -7676976 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7678885.500000 Penalty: 3567.215088
	Iteration 9F: 3 clusters Score -7678886 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -7681460.000000 Penalty: 3567.215088
	Iteration 10F: 3 clusters Score -7681460 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -7684325.000000 Penalty: 3567.215088
	Iteration 11F: 3 clusters Score -7684325 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -7686945.000000 Penalty: 3567.215088
	Iteration 12F: 3 clusters Score -7686945 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -7688911.500000 Penalty: 3567.215088
	Iteration 13Q: 3 clusters Score -7688912 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -7690246.000000 Penalty: 3567.215088
	Iteration 14Q: 3 clusters Score -7690246 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7691227.000000 Penalty: 3567.215088
	Iteration 15Q: 3 clusters Score -7691227 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7691937.500000 Penalty: 3567.215088
	Iteration 16Q: 3 clusters Score -7691938 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7692489.500000 Penalty: 3567.215088
	Iteration 17Q: 3 clusters Score -7692490 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7692923.500000 Penalty: 3567.215088
	Iteration 18Q: 3 clusters Score -7692924 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7693189.000000 Penalty: 3567.215088
	Iteration 19Q: 3 clusters Score -7693189 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7693421.500000 Penalty: 3567.215088
	Iteration 20F: 3 clusters Score -7693422 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7693591.500000 Penalty: 3567.215088
	Iteration 21Q: 3 clusters Score -7693592 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7693744.000000 Penalty: 3567.215088
	Iteration 22Q: 3 clusters Score -7693744 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7693826.000000 Penalty: 3567.215088
	Iteration 23Q: 3 clusters Score -7693826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7693904.500000 Penalty: 3567.215088
	Iteration 24Q: 3 clusters Score -7693904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7693969.500000 Penalty: 3567.215088
	Iteration 25Q: 3 clusters Score -7693970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7693993.000000 Penalty: 3567.215088
	Iteration 26Q: 3 clusters Score -7693993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7694014.000000 Penalty: 3567.215088
	Iteration 27Q: 3 clusters Score -7694014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7694045.000000 Penalty: 3567.215088
	Iteration 28Q: 3 clusters Score -7694045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7694048.000000 Penalty: 3567.215088
	Iteration 29Q: 3 clusters Score -7694048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7694053.000000 Penalty: 3567.215088
	Iteration 30Q: 3 clusters Score -7694053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7694055.500000 Penalty: 3567.215088
	Iteration 31Q: 3 clusters Score -7694056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7694061.500000 Penalty: 3567.215088
	Iteration 32Q: 3 clusters Score -7694062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7694060.000000 Penalty: 3567.215088
	Iteration 33Q: 3 clusters Score -7694060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7694065.500000 Penalty: 3567.215088
	Iteration 34Q: 3 clusters Score -7694066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7694066.000000 Penalty: 3567.215088
	Iteration 35Q: 3 clusters Score -7694066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7694063.500000 Penalty: 3567.215088
	Iteration 36Q: 3 clusters Score -7694064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7694064.000000 Penalty: 3567.215088
	Iteration 37Q: 3 clusters Score -7694064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7694065.000000 Penalty: 3567.215088
	Iteration 38Q: 3 clusters Score -7694065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7694066.500000 Penalty: 3567.215088
	Iteration 39Q: 3 clusters Score -7694066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7694064.500000 Penalty: 3567.215088
	Iteration 40F: 3 clusters Score -7694064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7694068.000000 Penalty: 3567.215088
	Iteration 41Q: 3 clusters Score -7694068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7694075.500000 Penalty: 3567.215088
	Iteration 42Q: 3 clusters Score -7694076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7694074.500000 Penalty: 3567.215088
	Iteration 43Q: 3 clusters Score -7694074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7694073.500000 Penalty: 3567.215088
	Iteration 44Q: 3 clusters Score -7694074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7694074.000000 Penalty: 3567.215088
	Iteration 45Q: 3 clusters Score -7694074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7694082.500000 Penalty: 3567.215088
	Iteration 46Q: 3 clusters Score -7694082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7694084.500000 Penalty: 3567.215088
	Iteration 47Q: 3 clusters Score -7694084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7694089.000000 Penalty: 3567.215088
	Iteration 48Q: 3 clusters Score -7694089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7694088.500000 Penalty: 3567.215088
	Iteration 49Q: 3 clusters Score -7694088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7694092.000000 Penalty: 3567.215088
	Iteration 50Q: 3 clusters Score -7694092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7694093.500000 Penalty: 3567.215088
	Iteration 51Q: 3 clusters Score -7694094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7694099.000000 Penalty: 3567.215088
	Iteration 52Q: 3 clusters Score -7694099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7694096.000000 Penalty: 3567.215088
	Iteration 53Q: 3 clusters Score -7694096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7694098.000000 Penalty: 3567.215088
	Iteration 54Q: 3 clusters Score -7694098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7694099.500000 Penalty: 3567.215088
	Iteration 55Q: 3 clusters Score -7694100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7694098.000000 Penalty: 3567.215088
	Iteration 56Q: 3 clusters Score -7694098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7694100.500000 Penalty: 3567.215088
	Iteration 57Q: 3 clusters Score -7694100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7694103.500000 Penalty: 3567.215088
	Iteration 58Q: 3 clusters Score -7694104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7694104.500000 Penalty: 3567.215088
	Iteration 59Q: 3 clusters Score -7694104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7694107.500000 Penalty: 3567.215088
	Iteration 60F: 3 clusters Score -7694108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7694104.500000 Penalty: 3567.215088
	Iteration 61Q: 3 clusters Score -7694104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7694111.500000 Penalty: 3567.215088
	Iteration 62Q: 3 clusters Score -7694112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7694117.500000 Penalty: 3567.215088
	Iteration 63Q: 3 clusters Score -7694118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7694123.000000 Penalty: 3567.215088
	Iteration 64Q: 3 clusters Score -7694123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7694130.500000 Penalty: 3567.215088
	Iteration 65Q: 3 clusters Score -7694130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7694126.500000 Penalty: 3567.215088
	Iteration 66Q: 3 clusters Score -7694126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7694128.500000 Penalty: 3567.215088
	Iteration 67Q: 3 clusters Score -7694128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7694129.000000 Penalty: 3567.215088
	Iteration 68Q: 3 clusters Score -7694129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7694127.000000 Penalty: 3567.215088
	Iteration 69Q: 3 clusters Score -7694127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7694127.000000 Penalty: 3567.215088
	Iteration 70F: 3 clusters Score -7694127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Entering Unmasked Estep 
Score: -2896397.750000 Penalty: 1631.865479
	Iteration 0F: 2 clusters Score -2896398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2880630.500000 Penalty: 3263.730957
	Iteration 0F: 3 clusters Score -2880630 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2886885.750000 Penalty: 3263.730957
	Iteration 1F: 3 clusters Score -2886886 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2888260.750000 Penalty: 3263.730957
	Iteration 2F: 3 clusters Score -2888261 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2890135.750000 Penalty: 3263.730957
	Iteration 3F: 3 clusters Score -2890136 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2891839.750000 Penalty: 3263.730957
	Iteration 4F: 3 clusters Score -2891840 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2893150.000000 Penalty: 3263.730957
	Iteration 5F: 3 clusters Score -2893150 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2894155.000000 Penalty: 3263.730957
	Iteration 6F: 3 clusters Score -2894155 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2895066.750000 Penalty: 3263.730957
	Iteration 7F: 3 clusters Score -2895067 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2895884.750000 Penalty: 3263.730957
	Iteration 8Q: 3 clusters Score -2895885 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2896502.250000 Penalty: 3263.730957
	Iteration 9Q: 3 clusters Score -2896502 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2896963.750000 Penalty: 3263.730957
	Iteration 10Q: 3 clusters Score -2896964 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2897276.750000 Penalty: 3263.730957
	Iteration 11Q: 3 clusters Score -2897277 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2897513.250000 Penalty: 3263.730957
	Iteration 12Q: 3 clusters Score -2897513 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2897684.500000 Penalty: 3263.730957
	Iteration 13Q: 3 clusters Score -2897684 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2897808.250000 Penalty: 3263.730957
	Iteration 14Q: 3 clusters Score -2897808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2897916.750000 Penalty: 3263.730957
	Iteration 15Q: 3 clusters Score -2897917 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2898062.500000 Penalty: 3263.730957
	Iteration 16Q: 3 clusters Score -2898062 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2898184.000000 Penalty: 3263.730957
	Iteration 17Q: 3 clusters Score -2898184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2898234.000000 Penalty: 3263.730957
	Iteration 18Q: 3 clusters Score -2898234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2898269.250000 Penalty: 3263.730957
	Iteration 19Q: 3 clusters Score -2898269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2898295.000000 Penalty: 3263.730957
	Iteration 20F: 3 clusters Score -2898295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2898312.500000 Penalty: 3263.730957
	Iteration 21Q: 3 clusters Score -2898312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2898316.250000 Penalty: 3263.730957
	Iteration 22Q: 3 clusters Score -2898316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2898332.500000 Penalty: 3263.730957
	Iteration 23Q: 3 clusters Score -2898332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2898337.750000 Penalty: 3263.730957
	Iteration 24Q: 3 clusters Score -2898338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2898352.750000 Penalty: 3263.730957
	Iteration 25Q: 3 clusters Score -2898353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2898368.750000 Penalty: 3263.730957
	Iteration 26Q: 3 clusters Score -2898369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2898372.500000 Penalty: 3263.730957
	Iteration 27Q: 3 clusters Score -2898372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2898379.000000 Penalty: 3263.730957
	Iteration 28Q: 3 clusters Score -2898379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2898390.000000 Penalty: 3263.730957
	Iteration 29Q: 3 clusters Score -2898390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2898401.000000 Penalty: 3263.730957
	Iteration 30Q: 3 clusters Score -2898401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2898414.250000 Penalty: 3263.730957
	Iteration 31Q: 3 clusters Score -2898414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2898430.250000 Penalty: 3263.730957
	Iteration 32Q: 3 clusters Score -2898430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2898450.250000 Penalty: 3263.730957
	Iteration 33Q: 3 clusters Score -2898450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2898464.500000 Penalty: 3263.730957
	Iteration 34Q: 3 clusters Score -2898464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2898470.250000 Penalty: 3263.730957
	Iteration 35Q: 3 clusters Score -2898470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2898480.750000 Penalty: 3263.730957
	Iteration 36Q: 3 clusters Score -2898481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2898494.000000 Penalty: 3263.730957
	Iteration 37Q: 3 clusters Score -2898494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2898509.000000 Penalty: 3263.730957
	Iteration 38Q: 3 clusters Score -2898509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2898542.500000 Penalty: 3263.730957
	Iteration 39Q: 3 clusters Score -2898542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2898578.250000 Penalty: 3263.730957
	Iteration 40F: 3 clusters Score -2898578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2898614.250000 Penalty: 3263.730957
	Iteration 41Q: 3 clusters Score -2898614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2898675.500000 Penalty: 3263.730957
	Iteration 42Q: 3 clusters Score -2898676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2898757.000000 Penalty: 3263.730957
	Iteration 43Q: 3 clusters Score -2898757 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2898809.750000 Penalty: 3263.730957
	Iteration 44Q: 3 clusters Score -2898810 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2898885.000000 Penalty: 3263.730957
	Iteration 45Q: 3 clusters Score -2898885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2898930.250000 Penalty: 3263.730957
	Iteration 46Q: 3 clusters Score -2898930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2898947.250000 Penalty: 3263.730957
	Iteration 47Q: 3 clusters Score -2898947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2898959.250000 Penalty: 3263.730957
	Iteration 48Q: 3 clusters Score -2898959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2898959.500000 Penalty: 3263.730957
	Iteration 49Q: 3 clusters Score -2898960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2898963.750000 Penalty: 3263.730957
	Iteration 50Q: 3 clusters Score -2898964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2898972.250000 Penalty: 3263.730957
	Iteration 51Q: 3 clusters Score -2898972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2898973.500000 Penalty: 3263.730957
	Iteration 52Q: 3 clusters Score -2898974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2898971.000000 Penalty: 3263.730957
	Iteration 53Q: 3 clusters Score -2898971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2898972.750000 Penalty: 3263.730957
	Iteration 54Q: 3 clusters Score -2898973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2898975.250000 Penalty: 3263.730957
	Iteration 55Q: 3 clusters Score -2898975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2898978.000000 Penalty: 3263.730957
	Iteration 56Q: 3 clusters Score -2898978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2898982.500000 Penalty: 3263.730957
	Iteration 57Q: 3 clusters Score -2898982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2898982.500000 Penalty: 3263.730957
	Iteration 58F: 3 clusters Score -2898982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 6194 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 72302 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 20308 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 84532 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 66125 members 
Mstep: Class 32 contains 54509 members 
Mstep: Class 33 contains 2606 members 
Mstep: Class 34 contains 2669 members 
Entering Unmasked Estep 
Score: -127750024.000000 Penalty: 76333.843750
Splitting cluster 23 changes total score from -127732848.000000 to -127750024.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -48916.816406 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -48916.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47867.179688 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -47867.18 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48144.210938 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -48144.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48310.910156 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -48310.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48449.296875 Penalty: 2013.844360
	Iteration 3F: 3 clusters Score -48449.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48567.699219 Penalty: 2013.844360
	Iteration 4F: 3 clusters Score -48567.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48678.585938 Penalty: 2013.844360
	Iteration 5F: 3 clusters Score -48678.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48792.074219 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -48792.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48828.371094 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -48828.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48841.765625 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -48841.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48854.683594 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -48854.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48855.371094 Penalty: 2013.844360
	Iteration 10Q: 3 clusters Score -48855.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48855.371094 Penalty: 2013.844360
	Iteration 11F: 3 clusters Score -48855.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (110316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Entering Unmasked Estep 
Score: -14614440.000000 Penalty: 1886.804443
	Iteration 0F: 2 clusters Score -1.461444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -14556786.000000 Penalty: 3773.608887
	Iteration 0F: 3 clusters Score -1.455679e+07 nChanged 52785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -14586969.000000 Penalty: 3773.608887
	Iteration 1F: 3 clusters Score -1.458697e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -14587631.000000 Penalty: 3773.608887
	Iteration 2Q: 3 clusters Score -1.458763e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -14588504.000000 Penalty: 3773.608887
	Iteration 3Q: 3 clusters Score -1.45885e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -14589738.000000 Penalty: 3773.608887
	Iteration 4Q: 3 clusters Score -1.458974e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -14591354.000000 Penalty: 3773.608887
	Iteration 5F: 3 clusters Score -1.459135e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -14593554.000000 Penalty: 3773.608887
	Iteration 6F: 3 clusters Score -1.459355e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -14596253.000000 Penalty: 3773.608887
	Iteration 7F: 3 clusters Score -1.459625e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -14599529.000000 Penalty: 3773.608887
	Iteration 8F: 3 clusters Score -1.459953e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -14602501.000000 Penalty: 3773.608887
	Iteration 9F: 3 clusters Score -1.46025e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -14604653.000000 Penalty: 3773.608887
	Iteration 10Q: 3 clusters Score -1.460465e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -14605778.000000 Penalty: 3773.608887
	Iteration 11Q: 3 clusters Score -1.460578e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -14606341.000000 Penalty: 3773.608887
	Iteration 12Q: 3 clusters Score -1.460634e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -14606665.000000 Penalty: 3773.608887
	Iteration 13Q: 3 clusters Score -1.460666e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -14606992.000000 Penalty: 3773.608887
	Iteration 14Q: 3 clusters Score -1.460699e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -14607148.000000 Penalty: 3773.608887
	Iteration 15Q: 3 clusters Score -1.460715e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -14607532.000000 Penalty: 3773.608887
	Iteration 16Q: 3 clusters Score -1.460753e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -14607849.000000 Penalty: 3773.608887
	Iteration 17Q: 3 clusters Score -1.460785e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -14608154.000000 Penalty: 3773.608887
	Iteration 18Q: 3 clusters Score -1.460815e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -14608463.000000 Penalty: 3773.608887
	Iteration 19Q: 3 clusters Score -1.460846e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -14608735.000000 Penalty: 3773.608887
	Iteration 20F: 3 clusters Score -1.460874e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -14609065.000000 Penalty: 3773.608887
	Iteration 21Q: 3 clusters Score -1.460906e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -14609406.000000 Penalty: 3773.608887
	Iteration 22Q: 3 clusters Score -1.460941e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -14609675.000000 Penalty: 3773.608887
	Iteration 23Q: 3 clusters Score -1.460968e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -14609842.000000 Penalty: 3773.608887
	Iteration 24Q: 3 clusters Score -1.460984e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -14610033.000000 Penalty: 3773.608887
	Iteration 25Q: 3 clusters Score -1.461003e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -14610254.000000 Penalty: 3773.608887
	Iteration 26Q: 3 clusters Score -1.461025e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -14610410.000000 Penalty: 3773.608887
	Iteration 27Q: 3 clusters Score -1.461041e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -14610584.000000 Penalty: 3773.608887
	Iteration 28Q: 3 clusters Score -1.461058e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -14610726.000000 Penalty: 3773.608887
	Iteration 29Q: 3 clusters Score -1.461073e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -14610777.000000 Penalty: 3773.608887
	Iteration 30Q: 3 clusters Score -1.461078e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -14610851.000000 Penalty: 3773.608887
	Iteration 31Q: 3 clusters Score -1.461085e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -14610905.000000 Penalty: 3773.608887
	Iteration 32Q: 3 clusters Score -1.46109e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -14610968.000000 Penalty: 3773.608887
	Iteration 33Q: 3 clusters Score -1.461097e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -14610975.000000 Penalty: 3773.608887
	Iteration 34Q: 3 clusters Score -1.461098e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -14611027.000000 Penalty: 3773.608887
	Iteration 35Q: 3 clusters Score -1.461103e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -14611026.000000 Penalty: 3773.608887
	Iteration 36Q: 3 clusters Score -1.461103e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -14611100.000000 Penalty: 3773.608887
	Iteration 37Q: 3 clusters Score -1.46111e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -14611106.000000 Penalty: 3773.608887
	Iteration 38Q: 3 clusters Score -1.461111e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -14611114.000000 Penalty: 3773.608887
	Iteration 39Q: 3 clusters Score -1.461111e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -14611147.000000 Penalty: 3773.608887
	Iteration 40F: 3 clusters Score -1.461115e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -14611163.000000 Penalty: 3773.608887
	Iteration 41Q: 3 clusters Score -1.461116e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -14611238.000000 Penalty: 3773.608887
	Iteration 42Q: 3 clusters Score -1.461124e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -14611246.000000 Penalty: 3773.608887
	Iteration 43Q: 3 clusters Score -1.461125e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -14611259.000000 Penalty: 3773.608887
	Iteration 44Q: 3 clusters Score -1.461126e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -14611235.000000 Penalty: 3773.608887
	Iteration 45Q: 3 clusters Score -1.461124e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -14611235.000000 Penalty: 3773.608887
	Iteration 46Q: 3 clusters Score -1.461124e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -14611285.000000 Penalty: 3773.608887
	Iteration 47Q: 3 clusters Score -1.461128e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -14611282.000000 Penalty: 3773.608887
	Iteration 48Q: 3 clusters Score -1.461128e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -14611253.000000 Penalty: 3773.608887
	Iteration 49Q: 3 clusters Score -1.461125e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -14611255.000000 Penalty: 3773.608887
	Iteration 50Q: 3 clusters Score -1.461126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -14611300.000000 Penalty: 3773.608887
	Iteration 51Q: 3 clusters Score -1.46113e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -14611324.000000 Penalty: 3773.608887
	Iteration 52Q: 3 clusters Score -1.461132e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -14611335.000000 Penalty: 3773.608887
	Iteration 53Q: 3 clusters Score -1.461134e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -14611293.000000 Penalty: 3773.608887
	Iteration 54Q: 3 clusters Score -1.461129e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -14611344.000000 Penalty: 3773.608887
	Iteration 55Q: 3 clusters Score -1.461134e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -14611322.000000 Penalty: 3773.608887
	Iteration 56Q: 3 clusters Score -1.461132e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -14611288.000000 Penalty: 3773.608887
	Iteration 57Q: 3 clusters Score -1.461129e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -14611295.000000 Penalty: 3773.608887
	Iteration 58Q: 3 clusters Score -1.46113e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -14611284.000000 Penalty: 3773.608887
	Iteration 59Q: 3 clusters Score -1.461128e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -14611335.000000 Penalty: 3773.608887
	Iteration 60F: 3 clusters Score -1.461134e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -14611381.000000 Penalty: 3773.608887
	Iteration 61Q: 3 clusters Score -1.461138e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -14611382.000000 Penalty: 3773.608887
	Iteration 62Q: 3 clusters Score -1.461138e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -14611422.000000 Penalty: 3773.608887
	Iteration 63Q: 3 clusters Score -1.461142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -14611445.000000 Penalty: 3773.608887
	Iteration 64Q: 3 clusters Score -1.461144e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -14611418.000000 Penalty: 3773.608887
	Iteration 65Q: 3 clusters Score -1.461142e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -14611454.000000 Penalty: 3773.608887
	Iteration 66Q: 3 clusters Score -1.461145e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -14611425.000000 Penalty: 3773.608887
	Iteration 67Q: 3 clusters Score -1.461142e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -14611446.000000 Penalty: 3773.608887
	Iteration 68Q: 3 clusters Score -1.461145e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -14611452.000000 Penalty: 3773.608887
	Iteration 69Q: 3 clusters Score -1.461145e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -14611437.000000 Penalty: 3773.608887
	Iteration 70Q: 3 clusters Score -1.461144e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -14611454.000000 Penalty: 3773.608887
	Iteration 71Q: 3 clusters Score -1.461145e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -14611462.000000 Penalty: 3773.608887
	Iteration 72Q: 3 clusters Score -1.461146e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -14611457.000000 Penalty: 3773.608887
	Iteration 73Q: 3 clusters Score -1.461146e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -14611459.000000 Penalty: 3773.608887
	Iteration 74Q: 3 clusters Score -1.461146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -14611454.000000 Penalty: 3773.608887
	Iteration 75Q: 3 clusters Score -1.461145e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -14611473.000000 Penalty: 3773.608887
	Iteration 76Q: 3 clusters Score -1.461147e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -14611477.000000 Penalty: 3773.608887
	Iteration 77Q: 3 clusters Score -1.461148e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -14611493.000000 Penalty: 3773.608887
	Iteration 78Q: 3 clusters Score -1.461149e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -14611497.000000 Penalty: 3773.608887
	Iteration 79Q: 3 clusters Score -1.46115e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -14611523.000000 Penalty: 3773.608887
	Iteration 80F: 3 clusters Score -1.461152e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -14611521.000000 Penalty: 3773.608887
	Iteration 81Q: 3 clusters Score -1.461152e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -14611527.000000 Penalty: 3773.608887
	Iteration 82Q: 3 clusters Score -1.461153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -14611529.000000 Penalty: 3773.608887
	Iteration 83Q: 3 clusters Score -1.461153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -14611529.000000 Penalty: 3773.608887
	Iteration 84Q: 3 clusters Score -1.461153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -14611525.000000 Penalty: 3773.608887
	Iteration 85Q: 3 clusters Score -1.461152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -14611540.000000 Penalty: 3773.608887
	Iteration 86Q: 3 clusters Score -1.461154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -14611550.000000 Penalty: 3773.608887
	Iteration 87Q: 3 clusters Score -1.461155e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -14611530.000000 Penalty: 3773.608887
	Iteration 88Q: 3 clusters Score -1.461153e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -14611544.000000 Penalty: 3773.608887
	Iteration 89Q: 3 clusters Score -1.461154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -14611547.000000 Penalty: 3773.608887
	Iteration 90Q: 3 clusters Score -1.461155e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -14611516.000000 Penalty: 3773.608887
	Iteration 91Q: 3 clusters Score -1.461152e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -14611545.000000 Penalty: 3773.608887
	Iteration 92Q: 3 clusters Score -1.461154e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -14611557.000000 Penalty: 3773.608887
	Iteration 93Q: 3 clusters Score -1.461156e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -14611564.000000 Penalty: 3773.608887
	Iteration 94Q: 3 clusters Score -1.461156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -14611566.000000 Penalty: 3773.608887
	Iteration 95Q: 3 clusters Score -1.461157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -14611571.000000 Penalty: 3773.608887
	Iteration 96Q: 3 clusters Score -1.461157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -14611579.000000 Penalty: 3773.608887
	Iteration 97Q: 3 clusters Score -1.461158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -14611585.000000 Penalty: 3773.608887
	Iteration 98Q: 3 clusters Score -1.461158e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -14611600.000000 Penalty: 3773.608887
	Iteration 99Q: 3 clusters Score -1.46116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -14611605.000000 Penalty: 3773.608887
	Iteration 100F: 3 clusters Score -1.46116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -14611583.000000 Penalty: 3773.608887
	Iteration 101Q: 3 clusters Score -1.461158e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -14611573.000000 Penalty: 3773.608887
	Iteration 102Q: 3 clusters Score -1.461157e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -14611578.000000 Penalty: 3773.608887
	Iteration 103Q: 3 clusters Score -1.461158e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -14611596.000000 Penalty: 3773.608887
	Iteration 104Q: 3 clusters Score -1.46116e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -14611598.000000 Penalty: 3773.608887
	Iteration 105Q: 3 clusters Score -1.46116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -14611602.000000 Penalty: 3773.608887
	Iteration 106Q: 3 clusters Score -1.46116e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -14611595.000000 Penalty: 3773.608887
	Iteration 107Q: 3 clusters Score -1.46116e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -14611603.000000 Penalty: 3773.608887
	Iteration 108Q: 3 clusters Score -1.46116e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -14611617.000000 Penalty: 3773.608887
	Iteration 109Q: 3 clusters Score -1.461162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -14611650.000000 Penalty: 3773.608887
	Iteration 110Q: 3 clusters Score -1.461165e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -14611643.000000 Penalty: 3773.608887
	Iteration 111Q: 3 clusters Score -1.461164e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -14611686.000000 Penalty: 3773.608887
	Iteration 112Q: 3 clusters Score -1.461169e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -14611689.000000 Penalty: 3773.608887
	Iteration 113Q: 3 clusters Score -1.461169e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -14611679.000000 Penalty: 3773.608887
	Iteration 114Q: 3 clusters Score -1.461168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -14611668.000000 Penalty: 3773.608887
	Iteration 115Q: 3 clusters Score -1.461167e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -14611685.000000 Penalty: 3773.608887
	Iteration 116Q: 3 clusters Score -1.461168e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -14611693.000000 Penalty: 3773.608887
	Iteration 117Q: 3 clusters Score -1.461169e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -14611712.000000 Penalty: 3773.608887
	Iteration 118Q: 3 clusters Score -1.461171e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -14611755.000000 Penalty: 3773.608887
	Iteration 119Q: 3 clusters Score -1.461176e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -14611793.000000 Penalty: 3773.608887
	Iteration 120F: 3 clusters Score -1.461179e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -14611815.000000 Penalty: 3773.608887
	Iteration 121Q: 3 clusters Score -1.461182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -14611834.000000 Penalty: 3773.608887
	Iteration 122Q: 3 clusters Score -1.461183e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -14611843.000000 Penalty: 3773.608887
	Iteration 123Q: 3 clusters Score -1.461184e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -14611818.000000 Penalty: 3773.608887
	Iteration 124Q: 3 clusters Score -1.461182e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -14611844.000000 Penalty: 3773.608887
	Iteration 125Q: 3 clusters Score -1.461184e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -14611868.000000 Penalty: 3773.608887
	Iteration 126Q: 3 clusters Score -1.461187e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -14611896.000000 Penalty: 3773.608887
	Iteration 127Q: 3 clusters Score -1.46119e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -14611907.000000 Penalty: 3773.608887
	Iteration 128Q: 3 clusters Score -1.461191e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -14611908.000000 Penalty: 3773.608887
	Iteration 129Q: 3 clusters Score -1.461191e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -14611912.000000 Penalty: 3773.608887
	Iteration 130Q: 3 clusters Score -1.461191e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -14611929.000000 Penalty: 3773.608887
	Iteration 131Q: 3 clusters Score -1.461193e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -14611938.000000 Penalty: 3773.608887
	Iteration 132Q: 3 clusters Score -1.461194e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -14611931.000000 Penalty: 3773.608887
	Iteration 133Q: 3 clusters Score -1.461193e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -14611945.000000 Penalty: 3773.608887
	Iteration 134Q: 3 clusters Score -1.461194e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -14611924.000000 Penalty: 3773.608887
	Iteration 135Q: 3 clusters Score -1.461192e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -14611922.000000 Penalty: 3773.608887
	Iteration 136Q: 3 clusters Score -1.461192e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -14611917.000000 Penalty: 3773.608887
	Iteration 137Q: 3 clusters Score -1.461192e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -14611935.000000 Penalty: 3773.608887
	Iteration 138Q: 3 clusters Score -1.461194e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -14611962.000000 Penalty: 3773.608887
	Iteration 139Q: 3 clusters Score -1.461196e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -14611978.000000 Penalty: 3773.608887
	Iteration 140F: 3 clusters Score -1.461198e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -14611976.000000 Penalty: 3773.608887
	Iteration 141Q: 3 clusters Score -1.461198e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -14612016.000000 Penalty: 3773.608887
	Iteration 142Q: 3 clusters Score -1.461202e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -14612025.000000 Penalty: 3773.608887
	Iteration 143Q: 3 clusters Score -1.461202e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -14612019.000000 Penalty: 3773.608887
	Iteration 144Q: 3 clusters Score -1.461202e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -14612038.000000 Penalty: 3773.608887
	Iteration 145Q: 3 clusters Score -1.461204e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -14612038.000000 Penalty: 3773.608887
	Iteration 146Q: 3 clusters Score -1.461204e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -14612048.000000 Penalty: 3773.608887
	Iteration 147Q: 3 clusters Score -1.461205e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -14612055.000000 Penalty: 3773.608887
	Iteration 148Q: 3 clusters Score -1.461206e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -14612048.000000 Penalty: 3773.608887
	Iteration 149Q: 3 clusters Score -1.461205e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -14612067.000000 Penalty: 3773.608887
	Iteration 150Q: 3 clusters Score -1.461207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -14612081.000000 Penalty: 3773.608887
	Iteration 151Q: 3 clusters Score -1.461208e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -14612067.000000 Penalty: 3773.608887
	Iteration 152Q: 3 clusters Score -1.461207e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -14612088.000000 Penalty: 3773.608887
	Iteration 153Q: 3 clusters Score -1.461209e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -14612093.000000 Penalty: 3773.608887
	Iteration 154Q: 3 clusters Score -1.461209e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -14612096.000000 Penalty: 3773.608887
	Iteration 155Q: 3 clusters Score -1.46121e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -14612095.000000 Penalty: 3773.608887
	Iteration 156Q: 3 clusters Score -1.46121e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -14612114.000000 Penalty: 3773.608887
	Iteration 157Q: 3 clusters Score -1.461211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -14612121.000000 Penalty: 3773.608887
	Iteration 158Q: 3 clusters Score -1.461212e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -14612108.000000 Penalty: 3773.608887
	Iteration 159Q: 3 clusters Score -1.461211e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -14612098.000000 Penalty: 3773.608887
	Iteration 160F: 3 clusters Score -1.46121e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -14612118.000000 Penalty: 3773.608887
	Iteration 161Q: 3 clusters Score -1.461212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -14612141.000000 Penalty: 3773.608887
	Iteration 162Q: 3 clusters Score -1.461214e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -14612129.000000 Penalty: 3773.608887
	Iteration 163Q: 3 clusters Score -1.461213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -14612127.000000 Penalty: 3773.608887
	Iteration 164Q: 3 clusters Score -1.461213e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -14612112.000000 Penalty: 3773.608887
	Iteration 165Q: 3 clusters Score -1.461211e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -14612103.000000 Penalty: 3773.608887
	Iteration 166Q: 3 clusters Score -1.46121e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -14612100.000000 Penalty: 3773.608887
	Iteration 167Q: 3 clusters Score -1.46121e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -14612109.000000 Penalty: 3773.608887
	Iteration 168Q: 3 clusters Score -1.461211e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -14612097.000000 Penalty: 3773.608887
	Iteration 169Q: 3 clusters Score -1.46121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -14612110.000000 Penalty: 3773.608887
	Iteration 170Q: 3 clusters Score -1.461211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -14612126.000000 Penalty: 3773.608887
	Iteration 171Q: 3 clusters Score -1.461213e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -14612129.000000 Penalty: 3773.608887
	Iteration 172Q: 3 clusters Score -1.461213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -14612149.000000 Penalty: 3773.608887
	Iteration 173Q: 3 clusters Score -1.461215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -14612143.000000 Penalty: 3773.608887
	Iteration 174Q: 3 clusters Score -1.461214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -14612149.000000 Penalty: 3773.608887
	Iteration 175Q: 3 clusters Score -1.461215e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -14612143.000000 Penalty: 3773.608887
	Iteration 176Q: 3 clusters Score -1.461214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -14612122.000000 Penalty: 3773.608887
	Iteration 177Q: 3 clusters Score -1.461212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -14612127.000000 Penalty: 3773.608887
	Iteration 178Q: 3 clusters Score -1.461213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -14612120.000000 Penalty: 3773.608887
	Iteration 179Q: 3 clusters Score -1.461212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -14612122.000000 Penalty: 3773.608887
	Iteration 180F: 3 clusters Score -1.461212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -14612120.000000 Penalty: 3773.608887
	Iteration 181Q: 3 clusters Score -1.461212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -14612114.000000 Penalty: 3773.608887
	Iteration 182Q: 3 clusters Score -1.461211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -14612131.000000 Penalty: 3773.608887
	Iteration 183Q: 3 clusters Score -1.461213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -14612132.000000 Penalty: 3773.608887
	Iteration 184Q: 3 clusters Score -1.461213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -14612137.000000 Penalty: 3773.608887
	Iteration 185Q: 3 clusters Score -1.461214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -14612137.000000 Penalty: 3773.608887
	Iteration 186Q: 3 clusters Score -1.461214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -14612143.000000 Penalty: 3773.608887
	Iteration 187Q: 3 clusters Score -1.461214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -14612141.000000 Penalty: 3773.608887
	Iteration 188Q: 3 clusters Score -1.461214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -14612142.000000 Penalty: 3773.608887
	Iteration 189Q: 3 clusters Score -1.461214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -14612141.000000 Penalty: 3773.608887
	Iteration 190Q: 3 clusters Score -1.461214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -14612151.000000 Penalty: 3773.608887
	Iteration 191Q: 3 clusters Score -1.461215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -14612146.000000 Penalty: 3773.608887
	Iteration 192Q: 3 clusters Score -1.461215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -14612143.000000 Penalty: 3773.608887
	Iteration 193Q: 3 clusters Score -1.461214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -14612171.000000 Penalty: 3773.608887
	Iteration 194Q: 3 clusters Score -1.461217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -14612163.000000 Penalty: 3773.608887
	Iteration 195Q: 3 clusters Score -1.461216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -14612176.000000 Penalty: 3773.608887
	Iteration 196Q: 3 clusters Score -1.461218e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -14612181.000000 Penalty: 3773.608887
	Iteration 197Q: 3 clusters Score -1.461218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -14612189.000000 Penalty: 3773.608887
	Iteration 198Q: 3 clusters Score -1.461219e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -14612193.000000 Penalty: 3773.608887
	Iteration 199Q: 3 clusters Score -1.461219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -14612203.000000 Penalty: 3773.608887
	Iteration 200F: 3 clusters Score -1.46122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -14612214.000000 Penalty: 3773.608887
	Iteration 201Q: 3 clusters Score -1.461221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -14612201.000000 Penalty: 3773.608887
	Iteration 202Q: 3 clusters Score -1.46122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -14612203.000000 Penalty: 3773.608887
	Iteration 203Q: 3 clusters Score -1.46122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -14612195.000000 Penalty: 3773.608887
	Iteration 204Q: 3 clusters Score -1.46122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -14612194.000000 Penalty: 3773.608887
	Iteration 205Q: 3 clusters Score -1.461219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -14612185.000000 Penalty: 3773.608887
	Iteration 206Q: 3 clusters Score -1.461218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -14612189.000000 Penalty: 3773.608887
	Iteration 207Q: 3 clusters Score -1.461219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -14612186.000000 Penalty: 3773.608887
	Iteration 208Q: 3 clusters Score -1.461219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -14612187.000000 Penalty: 3773.608887
	Iteration 209Q: 3 clusters Score -1.461219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -14612191.000000 Penalty: 3773.608887
	Iteration 210Q: 3 clusters Score -1.461219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -14612194.000000 Penalty: 3773.608887
	Iteration 211Q: 3 clusters Score -1.461219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -14612201.000000 Penalty: 3773.608887
	Iteration 212Q: 3 clusters Score -1.46122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -14612192.000000 Penalty: 3773.608887
	Iteration 213Q: 3 clusters Score -1.461219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -14612192.000000 Penalty: 3773.608887
	Iteration 214Q: 3 clusters Score -1.461219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -14612192.000000 Penalty: 3773.608887
	Iteration 215F: 3 clusters Score -1.461219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -229873.562500 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -229873.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -227828.218750 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -227828.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -228452.453125 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -228452.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -228679.203125 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -228679.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -228827.531250 Penalty: 2471.590820
	Iteration 3F: 3 clusters Score -228827.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -228967.671875 Penalty: 2471.590820
	Iteration 4F: 3 clusters Score -228967.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -229116.187500 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -229116.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -229247.453125 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -229247.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -229341.687500 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -229341.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -229405.468750 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -229405.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -229428.750000 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -229428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229444.406250 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -229444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229455.000000 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -229455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -229461.734375 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -229461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -229463.312500 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -229463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -229465.140625 Penalty: 2471.590820
	Iteration 14Q: 3 clusters Score -229465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -229466.125000 Penalty: 2471.590820
	Iteration 15Q: 3 clusters Score -229466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -229466.234375 Penalty: 2471.590820
	Iteration 16Q: 3 clusters Score -229466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -229466.234375 Penalty: 2471.590820
	Iteration 17F: 3 clusters Score -229466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -221805.203125 Penalty: 1214.466064
	Iteration 0F: 2 clusters Score -221805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219856.953125 Penalty: 2428.932129
	Iteration 0F: 3 clusters Score -219857 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220252.687500 Penalty: 2428.932129
	Iteration 1F: 3 clusters Score -220252.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220361.703125 Penalty: 2428.932129
	Iteration 2F: 3 clusters Score -220361.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220440.625000 Penalty: 2428.932129
	Iteration 3F: 3 clusters Score -220440.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -220495.531250 Penalty: 2428.932129
	Iteration 4Q: 3 clusters Score -220495.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220559.875000 Penalty: 2428.932129
	Iteration 5Q: 3 clusters Score -220559.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -220615.468750 Penalty: 2428.932129
	Iteration 6Q: 3 clusters Score -220615.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -220673.109375 Penalty: 2428.932129
	Iteration 7Q: 3 clusters Score -220673.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -220723.546875 Penalty: 2428.932129
	Iteration 8Q: 3 clusters Score -220723.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -220758.093750 Penalty: 2428.932129
	Iteration 9Q: 3 clusters Score -220758.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -220784.562500 Penalty: 2428.932129
	Iteration 10Q: 3 clusters Score -220784.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220807.390625 Penalty: 2428.932129
	Iteration 11Q: 3 clusters Score -220807.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -220822.109375 Penalty: 2428.932129
	Iteration 12Q: 3 clusters Score -220822.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -220835.781250 Penalty: 2428.932129
	Iteration 13Q: 3 clusters Score -220835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -220841.515625 Penalty: 2428.932129
	Iteration 14Q: 3 clusters Score -220841.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220849.484375 Penalty: 2428.932129
	Iteration 15Q: 3 clusters Score -220849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -220855.953125 Penalty: 2428.932129
	Iteration 16Q: 3 clusters Score -220856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -220858.265625 Penalty: 2428.932129
	Iteration 17Q: 3 clusters Score -220858.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -220860.687500 Penalty: 2428.932129
	Iteration 18Q: 3 clusters Score -220860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -220862.015625 Penalty: 2428.932129
	Iteration 19Q: 3 clusters Score -220862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220865.171875 Penalty: 2428.932129
	Iteration 20F: 3 clusters Score -220865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220866.468750 Penalty: 2428.932129
	Iteration 21Q: 3 clusters Score -220866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220870.218750 Penalty: 2428.932129
	Iteration 22Q: 3 clusters Score -220870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220874.328125 Penalty: 2428.932129
	Iteration 23Q: 3 clusters Score -220874.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -220876.359375 Penalty: 2428.932129
	Iteration 24Q: 3 clusters Score -220876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -220877.875000 Penalty: 2428.932129
	Iteration 25Q: 3 clusters Score -220877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -220880.562500 Penalty: 2428.932129
	Iteration 26Q: 3 clusters Score -220880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -220885.421875 Penalty: 2428.932129
	Iteration 27Q: 3 clusters Score -220885.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220890.765625 Penalty: 2428.932129
	Iteration 28Q: 3 clusters Score -220890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -220897.921875 Penalty: 2428.932129
	Iteration 29Q: 3 clusters Score -220897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -220903.187500 Penalty: 2428.932129
	Iteration 30Q: 3 clusters Score -220903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -220909.437500 Penalty: 2428.932129
	Iteration 31Q: 3 clusters Score -220909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -220914.843750 Penalty: 2428.932129
	Iteration 32Q: 3 clusters Score -220914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220921.312500 Penalty: 2428.932129
	Iteration 33Q: 3 clusters Score -220921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -220924.828125 Penalty: 2428.932129
	Iteration 34Q: 3 clusters Score -220924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -220926.890625 Penalty: 2428.932129
	Iteration 35Q: 3 clusters Score -220926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -220927.687500 Penalty: 2428.932129
	Iteration 36Q: 3 clusters Score -220927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -220927.921875 Penalty: 2428.932129
	Iteration 37Q: 3 clusters Score -220927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -220927.921875 Penalty: 2428.932129
	Iteration 38F: 3 clusters Score -220927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -87379.484375 Penalty: 1087.463623
	Iteration 0F: 2 clusters Score -87379.48 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 388 members 
Entering Unmasked Estep 
Score: -86149.335938 Penalty: 2174.927246
	Iteration 0F: 3 clusters Score -86149.34 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86536.585938 Penalty: 2174.927246
	Iteration 1F: 3 clusters Score -86536.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86879.296875 Penalty: 2174.927246
	Iteration 2F: 3 clusters Score -86879.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87195.718750 Penalty: 2174.927246
	Iteration 3F: 3 clusters Score -87195.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87489.328125 Penalty: 2174.927246
	Iteration 4F: 3 clusters Score -87489.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87629.453125 Penalty: 2174.927246
	Iteration 5F: 3 clusters Score -87629.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87706.710938 Penalty: 2174.927246
	Iteration 6Q: 3 clusters Score -87706.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87761.203125 Penalty: 2174.927246
	Iteration 7Q: 3 clusters Score -87761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87778.421875 Penalty: 2174.927246
	Iteration 8Q: 3 clusters Score -87778.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87782.921875 Penalty: 2174.927246
	Iteration 9Q: 3 clusters Score -87782.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87783.757812 Penalty: 2174.927246
	Iteration 10Q: 3 clusters Score -87783.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87783.757812 Penalty: 2174.927246
	Iteration 11F: 3 clusters Score -87783.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 6194 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 72302 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 20308 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 84532 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 66125 members 
Mstep: Class 32 contains 54509 members 
Mstep: Class 33 contains 2606 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 477 members 
Entering Unmasked Estep 
Score: -127749456.000000 Penalty: 78578.953125
Splitting cluster 28 changes total score from -127732848.000000 to -127749456.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (84532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Entering Unmasked Estep 
Score: -11186559.000000 Penalty: 1843.543945
	Iteration 0F: 2 clusters Score -1.118656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -11135454.000000 Penalty: 3687.087891
	Iteration 0F: 3 clusters Score -1.113545e+07 nChanged 40442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -11158985.000000 Penalty: 3687.087891
	Iteration 1F: 3 clusters Score -1.115898e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -11159638.000000 Penalty: 3687.087891
	Iteration 2Q: 3 clusters Score -1.115964e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11160516.000000 Penalty: 3687.087891
	Iteration 3Q: 3 clusters Score -1.116052e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -11161694.000000 Penalty: 3687.087891
	Iteration 4Q: 3 clusters Score -1.116169e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -11163384.000000 Penalty: 3687.087891
	Iteration 5Q: 3 clusters Score -1.116338e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -11166187.000000 Penalty: 3687.087891
	Iteration 6F: 3 clusters Score -1.116619e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -11170469.000000 Penalty: 3687.087891
	Iteration 7F: 3 clusters Score -1.117047e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -11175134.000000 Penalty: 3687.087891
	Iteration 8F: 3 clusters Score -1.117513e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -11178180.000000 Penalty: 3687.087891
	Iteration 9F: 3 clusters Score -1.117818e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -11179727.000000 Penalty: 3687.087891
	Iteration 10Q: 3 clusters Score -1.117973e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -11180908.000000 Penalty: 3687.087891
	Iteration 11Q: 3 clusters Score -1.118091e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -11181930.000000 Penalty: 3687.087891
	Iteration 12Q: 3 clusters Score -1.118193e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -11182803.000000 Penalty: 3687.087891
	Iteration 13Q: 3 clusters Score -1.11828e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -11183581.000000 Penalty: 3687.087891
	Iteration 14Q: 3 clusters Score -1.118358e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -11184319.000000 Penalty: 3687.087891
	Iteration 15Q: 3 clusters Score -1.118432e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -11184908.000000 Penalty: 3687.087891
	Iteration 16Q: 3 clusters Score -1.118491e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -11185347.000000 Penalty: 3687.087891
	Iteration 17Q: 3 clusters Score -1.118535e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -11185717.000000 Penalty: 3687.087891
	Iteration 18Q: 3 clusters Score -1.118572e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -11185972.000000 Penalty: 3687.087891
	Iteration 19Q: 3 clusters Score -1.118597e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -11186158.000000 Penalty: 3687.087891
	Iteration 20F: 3 clusters Score -1.118616e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -11186321.000000 Penalty: 3687.087891
	Iteration 21Q: 3 clusters Score -1.118632e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -11186374.000000 Penalty: 3687.087891
	Iteration 22Q: 3 clusters Score -1.118637e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -11186477.000000 Penalty: 3687.087891
	Iteration 23Q: 3 clusters Score -1.118648e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -11186461.000000 Penalty: 3687.087891
	Iteration 24Q: 3 clusters Score -1.118646e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -11186449.000000 Penalty: 3687.087891
	Iteration 25Q: 3 clusters Score -1.118645e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -11186488.000000 Penalty: 3687.087891
	Iteration 26Q: 3 clusters Score -1.118649e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -11186501.000000 Penalty: 3687.087891
	Iteration 27Q: 3 clusters Score -1.11865e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -11186579.000000 Penalty: 3687.087891
	Iteration 28Q: 3 clusters Score -1.118658e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -11186585.000000 Penalty: 3687.087891
	Iteration 29Q: 3 clusters Score -1.118658e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -11186578.000000 Penalty: 3687.087891
	Iteration 30Q: 3 clusters Score -1.118658e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -11186533.000000 Penalty: 3687.087891
	Iteration 31Q: 3 clusters Score -1.118653e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -11186542.000000 Penalty: 3687.087891
	Iteration 32Q: 3 clusters Score -1.118654e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -11186522.000000 Penalty: 3687.087891
	Iteration 33Q: 3 clusters Score -1.118652e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -11186519.000000 Penalty: 3687.087891
	Iteration 34Q: 3 clusters Score -1.118652e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -11186524.000000 Penalty: 3687.087891
	Iteration 35Q: 3 clusters Score -1.118652e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -11186470.000000 Penalty: 3687.087891
	Iteration 36Q: 3 clusters Score -1.118647e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -11186433.000000 Penalty: 3687.087891
	Iteration 37Q: 3 clusters Score -1.118643e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -11186459.000000 Penalty: 3687.087891
	Iteration 38Q: 3 clusters Score -1.118646e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -11186430.000000 Penalty: 3687.087891
	Iteration 39Q: 3 clusters Score -1.118643e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -11186378.000000 Penalty: 3687.087891
	Iteration 40F: 3 clusters Score -1.118638e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -11186341.000000 Penalty: 3687.087891
	Iteration 41Q: 3 clusters Score -1.118634e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -11186313.000000 Penalty: 3687.087891
	Iteration 42Q: 3 clusters Score -1.118631e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -11186332.000000 Penalty: 3687.087891
	Iteration 43Q: 3 clusters Score -1.118633e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -11186352.000000 Penalty: 3687.087891
	Iteration 44Q: 3 clusters Score -1.118635e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -11186322.000000 Penalty: 3687.087891
	Iteration 45Q: 3 clusters Score -1.118632e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -11186310.000000 Penalty: 3687.087891
	Iteration 46Q: 3 clusters Score -1.118631e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -11186300.000000 Penalty: 3687.087891
	Iteration 47Q: 3 clusters Score -1.11863e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -11186278.000000 Penalty: 3687.087891
	Iteration 48Q: 3 clusters Score -1.118628e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -11186268.000000 Penalty: 3687.087891
	Iteration 49Q: 3 clusters Score -1.118627e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -11186214.000000 Penalty: 3687.087891
	Iteration 50Q: 3 clusters Score -1.118621e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -11186214.000000 Penalty: 3687.087891
	Iteration 51Q: 3 clusters Score -1.118621e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -11186179.000000 Penalty: 3687.087891
	Iteration 52Q: 3 clusters Score -1.118618e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -11186158.000000 Penalty: 3687.087891
	Iteration 53Q: 3 clusters Score -1.118616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -11186140.000000 Penalty: 3687.087891
	Iteration 54Q: 3 clusters Score -1.118614e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -11186094.000000 Penalty: 3687.087891
	Iteration 55Q: 3 clusters Score -1.118609e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -11186092.000000 Penalty: 3687.087891
	Iteration 56Q: 3 clusters Score -1.118609e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -11186090.000000 Penalty: 3687.087891
	Iteration 57Q: 3 clusters Score -1.118609e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -11186076.000000 Penalty: 3687.087891
	Iteration 58Q: 3 clusters Score -1.118608e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -11186086.000000 Penalty: 3687.087891
	Iteration 59Q: 3 clusters Score -1.118609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -11186079.000000 Penalty: 3687.087891
	Iteration 60F: 3 clusters Score -1.118608e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -11186087.000000 Penalty: 3687.087891
	Iteration 61Q: 3 clusters Score -1.118609e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -11186082.000000 Penalty: 3687.087891
	Iteration 62Q: 3 clusters Score -1.118608e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -11186082.000000 Penalty: 3687.087891
	Iteration 63Q: 3 clusters Score -1.118608e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -11186075.000000 Penalty: 3687.087891
	Iteration 64Q: 3 clusters Score -1.118608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -11186086.000000 Penalty: 3687.087891
	Iteration 65Q: 3 clusters Score -1.118609e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -11186091.000000 Penalty: 3687.087891
	Iteration 66Q: 3 clusters Score -1.118609e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -11186085.000000 Penalty: 3687.087891
	Iteration 67Q: 3 clusters Score -1.118608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -11186086.000000 Penalty: 3687.087891
	Iteration 68Q: 3 clusters Score -1.118609e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -11186094.000000 Penalty: 3687.087891
	Iteration 69Q: 3 clusters Score -1.118609e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -11186052.000000 Penalty: 3687.087891
	Iteration 70Q: 3 clusters Score -1.118605e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -11186060.000000 Penalty: 3687.087891
	Iteration 71Q: 3 clusters Score -1.118606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -11186052.000000 Penalty: 3687.087891
	Iteration 72Q: 3 clusters Score -1.118605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -11186025.000000 Penalty: 3687.087891
	Iteration 73Q: 3 clusters Score -1.118602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -11186018.000000 Penalty: 3687.087891
	Iteration 74Q: 3 clusters Score -1.118602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -11186033.000000 Penalty: 3687.087891
	Iteration 75Q: 3 clusters Score -1.118603e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -11186021.000000 Penalty: 3687.087891
	Iteration 76Q: 3 clusters Score -1.118602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -11186016.000000 Penalty: 3687.087891
	Iteration 77Q: 3 clusters Score -1.118602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -11186006.000000 Penalty: 3687.087891
	Iteration 78Q: 3 clusters Score -1.118601e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -11185992.000000 Penalty: 3687.087891
	Iteration 79Q: 3 clusters Score -1.118599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -11185984.000000 Penalty: 3687.087891
	Iteration 80F: 3 clusters Score -1.118598e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -11185978.000000 Penalty: 3687.087891
	Iteration 81Q: 3 clusters Score -1.118598e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -11185970.000000 Penalty: 3687.087891
	Iteration 82Q: 3 clusters Score -1.118597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -11185977.000000 Penalty: 3687.087891
	Iteration 83Q: 3 clusters Score -1.118598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -11185953.000000 Penalty: 3687.087891
	Iteration 84Q: 3 clusters Score -1.118595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -11185961.000000 Penalty: 3687.087891
	Iteration 85Q: 3 clusters Score -1.118596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -11185968.000000 Penalty: 3687.087891
	Iteration 86Q: 3 clusters Score -1.118597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -11185949.000000 Penalty: 3687.087891
	Iteration 87Q: 3 clusters Score -1.118595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -11185953.000000 Penalty: 3687.087891
	Iteration 88Q: 3 clusters Score -1.118595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -11185958.000000 Penalty: 3687.087891
	Iteration 89Q: 3 clusters Score -1.118596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -11185936.000000 Penalty: 3687.087891
	Iteration 90Q: 3 clusters Score -1.118594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -11185932.000000 Penalty: 3687.087891
	Iteration 91Q: 3 clusters Score -1.118593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -11185915.000000 Penalty: 3687.087891
	Iteration 92Q: 3 clusters Score -1.118592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -11185908.000000 Penalty: 3687.087891
	Iteration 93Q: 3 clusters Score -1.118591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -11185918.000000 Penalty: 3687.087891
	Iteration 94Q: 3 clusters Score -1.118592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -11185911.000000 Penalty: 3687.087891
	Iteration 95Q: 3 clusters Score -1.118591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -11185908.000000 Penalty: 3687.087891
	Iteration 96Q: 3 clusters Score -1.118591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -11185907.000000 Penalty: 3687.087891
	Iteration 97Q: 3 clusters Score -1.118591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -11185907.000000 Penalty: 3687.087891
	Iteration 98Q: 3 clusters Score -1.118591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -11185909.000000 Penalty: 3687.087891
	Iteration 99Q: 3 clusters Score -1.118591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -11185923.000000 Penalty: 3687.087891
	Iteration 100F: 3 clusters Score -1.118592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -11185924.000000 Penalty: 3687.087891
	Iteration 101Q: 3 clusters Score -1.118592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -11185910.000000 Penalty: 3687.087891
	Iteration 102Q: 3 clusters Score -1.118591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -11185910.000000 Penalty: 3687.087891
	Iteration 103Q: 3 clusters Score -1.118591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -11185917.000000 Penalty: 3687.087891
	Iteration 104Q: 3 clusters Score -1.118592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -11185915.000000 Penalty: 3687.087891
	Iteration 105Q: 3 clusters Score -1.118592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -11185915.000000 Penalty: 3687.087891
	Iteration 106F: 3 clusters Score -1.118592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 6194 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 61078 members 
Mstep: Class 13 contains 27872 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 72302 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 132 members 
Mstep: Class 20 contains 42733 members 
Mstep: Class 21 contains 79196 members 
Mstep: Class 22 contains 58457 members 
Mstep: Class 23 contains 20308 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 110316 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 84532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755880.000000 Penalty: 78578.953125
Iteration 79Q: 36 clusters Score -1.277559e+08 nChanged 20233
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 68923 members 
Mstep: Class 3 contains 12523 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 15119 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69321 members 
Mstep: Class 10 contains 67308 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 63359 members 
Mstep: Class 13 contains 27855 members 
Mstep: Class 14 contains 6552 members 
Mstep: Class 15 contains 29979 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 70121 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 43223 members 
Mstep: Class 21 contains 79434 members 
Mstep: Class 22 contains 57892 members 
Mstep: Class 23 contains 20394 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 107898 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 85995 members 
Mstep: Class 30 contains 11205 members 
Mstep: Class 31 contains 64621 members 
Mstep: Class 32 contains 53129 members 
Mstep: Class 33 contains 2642 members 
Mstep: Class 34 contains 2627 members 
Mstep: Class 35 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761008.000000 Penalty: 78578.953125
Iteration 80F: 36 clusters Score -1.27761e+08 nChanged 18672
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 67729 members 
Mstep: Class 3 contains 12520 members 
Mstep: Class 4 contains 6579 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 15130 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 133 members 
Mstep: Class 9 contains 69110 members 
Mstep: Class 10 contains 69157 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 66380 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 28948 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 67780 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 43689 members 
Mstep: Class 21 contains 79669 members 
Mstep: Class 22 contains 56945 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 105451 members 
Mstep: Class 26 contains 1980 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 356 members 
Mstep: Class 29 contains 87870 members 
Mstep: Class 30 contains 11451 members 
Mstep: Class 31 contains 64823 members 
Mstep: Class 32 contains 53506 members 
Mstep: Class 33 contains 2754 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127763336.000000 Penalty: 78578.953125
Iteration 81Q: 36 clusters Score -1.277633e+08 nChanged 16436
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 66644 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 6635 members 
Mstep: Class 5 contains 3121 members 
Mstep: Class 6 contains 15137 members 
Mstep: Class 7 contains 2396 members 
Mstep: Class 8 contains 133 members 
Mstep: Class 9 contains 68965 members 
Mstep: Class 10 contains 70297 members 
Mstep: Class 11 contains 9734 members 
Mstep: Class 12 contains 69549 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 6374 members 
Mstep: Class 15 contains 28048 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 65411 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 44409 members 
Mstep: Class 21 contains 80229 members 
Mstep: Class 22 contains 56217 members 
Mstep: Class 23 contains 20244 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 102836 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 1790 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 89578 members 
Mstep: Class 30 contains 11551 members 
Mstep: Class 31 contains 64819 members 
Mstep: Class 32 contains 53881 members 
Mstep: Class 33 contains 2807 members 
Mstep: Class 34 contains 2682 members 
Mstep: Class 35 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765104.000000 Penalty: 78578.953125
Iteration 82Q: 36 clusters Score -1.277651e+08 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 65610 members 
Mstep: Class 3 contains 12691 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 15137 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 132 members 
Mstep: Class 9 contains 68804 members 
Mstep: Class 10 contains 71269 members 
Mstep: Class 11 contains 9634 members 
Mstep: Class 12 contains 72619 members 
Mstep: Class 13 contains 27897 members 
Mstep: Class 14 contains 6301 members 
Mstep: Class 15 contains 27154 members 
Mstep: Class 16 contains 5154 members 
Mstep: Class 17 contains 63256 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 45408 members 
Mstep: Class 21 contains 80727 members 
Mstep: Class 22 contains 55673 members 
Mstep: Class 23 contains 20235 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 100143 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 1795 members 
Mstep: Class 28 contains 359 members 
Mstep: Class 29 contains 90986 members 
Mstep: Class 30 contains 11646 members 
Mstep: Class 31 contains 64792 members 
Mstep: Class 32 contains 54193 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 2705 members 
Mstep: Class 35 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766384.000000 Penalty: 78578.953125
Iteration 83Q: 36 clusters Score -1.277664e+08 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 64691 members 
Mstep: Class 3 contains 12733 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 15133 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 68674 members 
Mstep: Class 10 contains 72016 members 
Mstep: Class 11 contains 9534 members 
Mstep: Class 12 contains 75525 members 
Mstep: Class 13 contains 27930 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 26358 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 60858 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 46695 members 
Mstep: Class 21 contains 81252 members 
Mstep: Class 22 contains 55163 members 
Mstep: Class 23 contains 20249 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 97489 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 354 members 
Mstep: Class 29 contains 92326 members 
Mstep: Class 30 contains 11715 members 
Mstep: Class 31 contains 64784 members 
Mstep: Class 32 contains 54574 members 
Mstep: Class 33 contains 2879 members 
Mstep: Class 34 contains 2718 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768008.000000 Penalty: 78578.953125
Iteration 84Q: 36 clusters Score -1.27768e+08 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 63890 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 15120 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 68573 members 
Mstep: Class 10 contains 72846 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 78153 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 25581 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 58459 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 48175 members 
Mstep: Class 21 contains 81455 members 
Mstep: Class 22 contains 54661 members 
Mstep: Class 23 contains 20247 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 95041 members 
Mstep: Class 26 contains 1953 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 350 members 
Mstep: Class 29 contains 93379 members 
Mstep: Class 30 contains 11794 members 
Mstep: Class 31 contains 64865 members 
Mstep: Class 32 contains 55095 members 
Mstep: Class 33 contains 2941 members 
Mstep: Class 34 contains 2727 members 
Mstep: Class 35 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768328.000000 Penalty: 78578.953125
Iteration 85Q: 36 clusters Score -1.277683e+08 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 63150 members 
Mstep: Class 3 contains 12850 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 15118 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 68474 members 
Mstep: Class 10 contains 73926 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 80291 members 
Mstep: Class 13 contains 27983 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 56063 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 49675 members 
Mstep: Class 21 contains 81294 members 
Mstep: Class 22 contains 54151 members 
Mstep: Class 23 contains 20271 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 92876 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 94285 members 
Mstep: Class 30 contains 11861 members 
Mstep: Class 31 contains 65096 members 
Mstep: Class 32 contains 55762 members 
Mstep: Class 33 contains 2993 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769568.000000 Penalty: 78578.953125
Iteration 86Q: 36 clusters Score -1.277696e+08 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 62531 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 6964 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 15117 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 68389 members 
Mstep: Class 10 contains 75257 members 
Mstep: Class 11 contains 9384 members 
Mstep: Class 12 contains 81902 members 
Mstep: Class 13 contains 27990 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 24080 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 53521 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 51187 members 
Mstep: Class 21 contains 80854 members 
Mstep: Class 22 contains 53609 members 
Mstep: Class 23 contains 20302 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 90918 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 95251 members 
Mstep: Class 30 contains 11912 members 
Mstep: Class 31 contains 65512 members 
Mstep: Class 32 contains 56594 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 2743 members 
Mstep: Class 35 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770384.000000 Penalty: 78578.953125
Iteration 87Q: 36 clusters Score -1.277704e+08 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 61980 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 7032 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 15136 members 
Mstep: Class 7 contains 2431 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 68220 members 
Mstep: Class 10 contains 76745 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 83241 members 
Mstep: Class 13 contains 28010 members 
Mstep: Class 14 contains 5998 members 
Mstep: Class 15 contains 23358 members 
Mstep: Class 16 contains 5169 members 
Mstep: Class 17 contains 50970 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 52659 members 
Mstep: Class 21 contains 80143 members 
Mstep: Class 22 contains 53119 members 
Mstep: Class 23 contains 20311 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 89032 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 96260 members 
Mstep: Class 30 contains 11962 members 
Mstep: Class 31 contains 66062 members 
Mstep: Class 32 contains 57570 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771672.000000 Penalty: 78578.953125
Iteration 88Q: 36 clusters Score -1.277717e+08 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 61428 members 
Mstep: Class 3 contains 12999 members 
Mstep: Class 4 contains 7086 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 15161 members 
Mstep: Class 7 contains 2431 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 68031 members 
Mstep: Class 10 contains 78365 members 
Mstep: Class 11 contains 9271 members 
Mstep: Class 12 contains 84307 members 
Mstep: Class 13 contains 28028 members 
Mstep: Class 14 contains 5954 members 
Mstep: Class 15 contains 22677 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 48554 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 54110 members 
Mstep: Class 21 contains 79266 members 
Mstep: Class 22 contains 52702 members 
Mstep: Class 23 contains 20324 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 87162 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 97074 members 
Mstep: Class 30 contains 12000 members 
Mstep: Class 31 contains 66719 members 
Mstep: Class 32 contains 58690 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 2747 members 
Mstep: Class 35 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771784.000000 Penalty: 78578.953125
Iteration 89Q: 36 clusters Score -1.277718e+08 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 60876 members 
Mstep: Class 3 contains 13042 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 67810 members 
Mstep: Class 10 contains 79740 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 85106 members 
Mstep: Class 13 contains 28015 members 
Mstep: Class 14 contains 5913 members 
Mstep: Class 15 contains 22044 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 46335 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 55428 members 
Mstep: Class 21 contains 78562 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 20323 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 85325 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1808 members 
Mstep: Class 28 contains 342 members 
Mstep: Class 29 contains 97895 members 
Mstep: Class 30 contains 12037 members 
Mstep: Class 31 contains 67433 members 
Mstep: Class 32 contains 59930 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771672.000000 Penalty: 78578.953125
Iteration 90Q: 36 clusters Score -1.277717e+08 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 60380 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 7220 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 67573 members 
Mstep: Class 10 contains 80847 members 
Mstep: Class 11 contains 9198 members 
Mstep: Class 12 contains 85775 members 
Mstep: Class 13 contains 28003 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 21446 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 44226 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 56735 members 
Mstep: Class 21 contains 77936 members 
Mstep: Class 22 contains 51993 members 
Mstep: Class 23 contains 20329 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 83577 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 98664 members 
Mstep: Class 30 contains 12068 members 
Mstep: Class 31 contains 68173 members 
Mstep: Class 32 contains 61257 members 
Mstep: Class 33 contains 3459 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771096.000000 Penalty: 78578.953125
Iteration 91Q: 36 clusters Score -1.277711e+08 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 59918 members 
Mstep: Class 3 contains 13128 members 
Mstep: Class 4 contains 7284 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 15247 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 67314 members 
Mstep: Class 10 contains 81915 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 86177 members 
Mstep: Class 13 contains 27990 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 20852 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 42093 members 
Mstep: Class 18 contains 4816 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 58107 members 
Mstep: Class 21 contains 77448 members 
Mstep: Class 22 contains 51648 members 
Mstep: Class 23 contains 20348 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 81851 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 99438 members 
Mstep: Class 30 contains 12104 members 
Mstep: Class 31 contains 68961 members 
Mstep: Class 32 contains 62658 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770576.000000 Penalty: 78578.953125
Iteration 92Q: 36 clusters Score -1.277706e+08 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 59452 members 
Mstep: Class 3 contains 13184 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 15278 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 67051 members 
Mstep: Class 10 contains 82713 members 
Mstep: Class 11 contains 9179 members 
Mstep: Class 12 contains 86545 members 
Mstep: Class 13 contains 27981 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 20317 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 39995 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 59704 members 
Mstep: Class 21 contains 76938 members 
Mstep: Class 22 contains 51302 members 
Mstep: Class 23 contains 20353 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 80298 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 99874 members 
Mstep: Class 30 contains 12128 members 
Mstep: Class 31 contains 69805 members 
Mstep: Class 32 contains 64170 members 
Mstep: Class 33 contains 3574 members 
Mstep: Class 34 contains 2750 members 
Mstep: Class 35 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769568.000000 Penalty: 78578.953125
Iteration 93Q: 36 clusters Score -1.277696e+08 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 58993 members 
Mstep: Class 3 contains 13289 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 15304 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 66810 members 
Mstep: Class 10 contains 83271 members 
Mstep: Class 11 contains 9182 members 
Mstep: Class 12 contains 86797 members 
Mstep: Class 13 contains 27967 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 19801 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 38087 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 61330 members 
Mstep: Class 21 contains 76508 members 
Mstep: Class 22 contains 51008 members 
Mstep: Class 23 contains 20369 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 78791 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 100112 members 
Mstep: Class 30 contains 12135 members 
Mstep: Class 31 contains 70640 members 
Mstep: Class 32 contains 65775 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 2753 members 
Mstep: Class 35 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769208.000000 Penalty: 78578.953125
Iteration 94Q: 36 clusters Score -1.277692e+08 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 58610 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 15331 members 
Mstep: Class 7 contains 2435 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 66546 members 
Mstep: Class 10 contains 83519 members 
Mstep: Class 11 contains 9180 members 
Mstep: Class 12 contains 86950 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 5785 members 
Mstep: Class 15 contains 19317 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 36438 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 62880 members 
Mstep: Class 21 contains 76223 members 
Mstep: Class 22 contains 50754 members 
Mstep: Class 23 contains 20377 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 77377 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 100159 members 
Mstep: Class 30 contains 12150 members 
Mstep: Class 31 contains 71448 members 
Mstep: Class 32 contains 67433 members 
Mstep: Class 33 contains 3654 members 
Mstep: Class 34 contains 2758 members 
Mstep: Class 35 contains 1247 members 
Entering Unmasked Estep 
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Iteration 95Q: 36 clusters Score -1.2777e+08 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 58238 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 2435 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 66343 members 
Mstep: Class 10 contains 83561 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 87051 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 35030 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 64453 members 
Mstep: Class 21 contains 76056 members 
Mstep: Class 22 contains 50496 members 
Mstep: Class 23 contains 20380 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 76232 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 1815 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 99989 members 
Mstep: Class 30 contains 12152 members 
Mstep: Class 31 contains 72142 members 
Mstep: Class 32 contains 68953 members 
Mstep: Class 33 contains 3667 members 
Mstep: Class 34 contains 2758 members 
Mstep: Class 35 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 36 clusters Score -1.277706e+08 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 57889 members 
Mstep: Class 3 contains 13600 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 15410 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 66163 members 
Mstep: Class 10 contains 83468 members 
Mstep: Class 11 contains 9173 members 
Mstep: Class 12 contains 86968 members 
Mstep: Class 13 contains 27933 members 
Mstep: Class 14 contains 5750 members 
Mstep: Class 15 contains 18503 members 
Mstep: Class 16 contains 5175 members 
Mstep: Class 17 contains 33845 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 65908 members 
Mstep: Class 21 contains 76007 members 
Mstep: Class 22 contains 50267 members 
Mstep: Class 23 contains 20391 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 75291 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 1816 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 99713 members 
Mstep: Class 30 contains 12164 members 
Mstep: Class 31 contains 72817 members 
Mstep: Class 32 contains 70384 members 
Mstep: Class 33 contains 3692 members 
Mstep: Class 34 contains 2757 members 
Mstep: Class 35 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 36 clusters Score -1.277706e+08 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 57539 members 
Mstep: Class 3 contains 13668 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 66038 members 
Mstep: Class 10 contains 83277 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 86800 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 18154 members 
Mstep: Class 16 contains 5175 members 
Mstep: Class 17 contains 32892 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 67188 members 
Mstep: Class 21 contains 75973 members 
Mstep: Class 22 contains 50038 members 
Mstep: Class 23 contains 20397 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 74590 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 1817 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 99411 members 
Mstep: Class 30 contains 12164 members 
Mstep: Class 31 contains 73442 members 
Mstep: Class 32 contains 71763 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2757 members 
Mstep: Class 35 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771648.000000 Penalty: 78578.953125
Iteration 98Q: 36 clusters Score -1.277716e+08 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 57205 members 
Mstep: Class 3 contains 13723 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 15438 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 65974 members 
Mstep: Class 10 contains 82989 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 86539 members 
Mstep: Class 13 contains 27915 members 
Mstep: Class 14 contains 5722 members 
Mstep: Class 15 contains 17829 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 32118 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 68277 members 
Mstep: Class 21 contains 76101 members 
Mstep: Class 22 contains 49780 members 
Mstep: Class 23 contains 20403 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 73971 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 99169 members 
Mstep: Class 30 contains 12154 members 
Mstep: Class 31 contains 73984 members 
Mstep: Class 32 contains 73088 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 2759 members 
Mstep: Class 35 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772048.000000 Penalty: 78578.953125
Iteration 99Q: 36 clusters Score -1.27772e+08 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 56905 members 
Mstep: Class 3 contains 13773 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 65929 members 
Mstep: Class 10 contains 82545 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 86271 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 5706 members 
Mstep: Class 15 contains 17515 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 31459 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 108 members 
Mstep: Class 20 contains 69290 members 
Mstep: Class 21 contains 76364 members 
Mstep: Class 22 contains 49521 members 
Mstep: Class 23 contains 20404 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 73392 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 98873 members 
Mstep: Class 30 contains 12162 members 
Mstep: Class 31 contains 74457 members 
Mstep: Class 32 contains 74448 members 
Mstep: Class 33 contains 3736 members 
Mstep: Class 34 contains 2761 members 
Mstep: Class 35 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774040.000000 Penalty: 78578.953125
Iteration 100F: 36 clusters Score -1.27774e+08 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 56643 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 15452 members 
Mstep: Class 7 contains 2437 members 
Mstep: Class 8 contains 132 members 
Mstep: Class 9 contains 65887 members 
Mstep: Class 10 contains 81999 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 86019 members 
Mstep: Class 13 contains 27915 members 
Mstep: Class 14 contains 5689 members 
Mstep: Class 15 contains 17200 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 29702 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 107 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 76728 members 
Mstep: Class 22 contains 49281 members 
Mstep: Class 23 contains 20393 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 72926 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 342 members 
Mstep: Class 29 contains 99855 members 
Mstep: Class 30 contains 12180 members 
Mstep: Class 31 contains 74793 members 
Mstep: Class 32 contains 75741 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 2766 members 
Mstep: Class 35 contains 1315 members 
Entering Unmasked Estep 
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Score: -127772344.000000 Penalty: 78578.953125
Iteration 101Q: 36 clusters Score -1.277723e+08 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 56389 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 15473 members 
Mstep: Class 7 contains 2437 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 65867 members 
Mstep: Class 10 contains 81422 members 
Mstep: Class 11 contains 9116 members 
Mstep: Class 12 contains 85853 members 
Mstep: Class 13 contains 27930 members 
Mstep: Class 14 contains 5667 members 
Mstep: Class 15 contains 16893 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 27783 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 105 members 
Mstep: Class 20 contains 71176 members 
Mstep: Class 21 contains 77084 members 
Mstep: Class 22 contains 49035 members 
Mstep: Class 23 contains 20389 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 72603 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100624 members 
Mstep: Class 30 contains 12198 members 
Mstep: Class 31 contains 75095 members 
Mstep: Class 32 contains 76950 members 
Mstep: Class 33 contains 3762 members 
Mstep: Class 34 contains 2767 members 
Mstep: Class 35 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771496.000000 Penalty: 78578.953125
Iteration 102Q: 36 clusters Score -1.277715e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 56149 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 15497 members 
Mstep: Class 7 contains 2438 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65861 members 
Mstep: Class 10 contains 80860 members 
Mstep: Class 11 contains 9111 members 
Mstep: Class 12 contains 85760 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 16608 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 25898 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 104 members 
Mstep: Class 20 contains 72216 members 
Mstep: Class 21 contains 77391 members 
Mstep: Class 22 contains 48792 members 
Mstep: Class 23 contains 20381 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 72384 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 101288 members 
Mstep: Class 30 contains 12204 members 
Mstep: Class 31 contains 75365 members 
Mstep: Class 32 contains 78054 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 2767 members 
Mstep: Class 35 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770672.000000 Penalty: 78578.953125
Iteration 103Q: 36 clusters Score -1.277707e+08 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 55896 members 
Mstep: Class 3 contains 14111 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 15515 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65872 members 
Mstep: Class 10 contains 80316 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 85685 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 16352 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 24104 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 103 members 
Mstep: Class 20 contains 73205 members 
Mstep: Class 21 contains 77717 members 
Mstep: Class 22 contains 48543 members 
Mstep: Class 23 contains 20383 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 72263 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 101925 members 
Mstep: Class 30 contains 12212 members 
Mstep: Class 31 contains 75606 members 
Mstep: Class 32 contains 79017 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 2768 members 
Mstep: Class 35 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770296.000000 Penalty: 78578.953125
Iteration 104Q: 36 clusters Score -1.277703e+08 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 55653 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65873 members 
Mstep: Class 10 contains 79779 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 85561 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 5651 members 
Mstep: Class 15 contains 16120 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 102 members 
Mstep: Class 20 contains 74209 members 
Mstep: Class 21 contains 78099 members 
Mstep: Class 22 contains 48309 members 
Mstep: Class 23 contains 20386 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72137 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 102455 members 
Mstep: Class 30 contains 12221 members 
Mstep: Class 31 contains 75796 members 
Mstep: Class 32 contains 79906 members 
Mstep: Class 33 contains 3700 members 
Mstep: Class 34 contains 2768 members 
Mstep: Class 35 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770112.000000 Penalty: 78578.953125
Iteration 105Q: 36 clusters Score -1.277701e+08 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 55435 members 
Mstep: Class 3 contains 14395 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65893 members 
Mstep: Class 10 contains 79275 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 85403 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 5643 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 20962 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 75163 members 
Mstep: Class 21 contains 78551 members 
Mstep: Class 22 contains 48073 members 
Mstep: Class 23 contains 20384 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72131 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 102882 members 
Mstep: Class 30 contains 12219 members 
Mstep: Class 31 contains 75902 members 
Mstep: Class 32 contains 80653 members 
Mstep: Class 33 contains 3661 members 
Mstep: Class 34 contains 2769 members 
Mstep: Class 35 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769960.000000 Penalty: 78578.953125
Iteration 106Q: 36 clusters Score -1.2777e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 55232 members 
Mstep: Class 3 contains 14559 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 15574 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65932 members 
Mstep: Class 10 contains 78784 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 85180 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 15679 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 19576 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 76067 members 
Mstep: Class 21 contains 79035 members 
Mstep: Class 22 contains 47865 members 
Mstep: Class 23 contains 20385 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72180 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 103238 members 
Mstep: Class 30 contains 12217 members 
Mstep: Class 31 contains 75918 members 
Mstep: Class 32 contains 81333 members 
Mstep: Class 33 contains 3671 members 
Mstep: Class 34 contains 2771 members 
Mstep: Class 35 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769752.000000 Penalty: 78578.953125
Iteration 107Q: 36 clusters Score -1.277698e+08 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 55030 members 
Mstep: Class 3 contains 14694 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 15578 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65962 members 
Mstep: Class 10 contains 78366 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 84966 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 15481 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 18430 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 76825 members 
Mstep: Class 21 contains 79472 members 
Mstep: Class 22 contains 47698 members 
Mstep: Class 23 contains 20386 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72263 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 103539 members 
Mstep: Class 30 contains 12226 members 
Mstep: Class 31 contains 75913 members 
Mstep: Class 32 contains 81870 members 
Mstep: Class 33 contains 3689 members 
Mstep: Class 34 contains 2776 members 
Mstep: Class 35 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769368.000000 Penalty: 78578.953125
Iteration 108Q: 36 clusters Score -1.277694e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 54830 members 
Mstep: Class 3 contains 14828 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 15594 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66013 members 
Mstep: Class 10 contains 77969 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 84749 members 
Mstep: Class 13 contains 27934 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 15277 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 17405 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 77500 members 
Mstep: Class 21 contains 79920 members 
Mstep: Class 22 contains 47541 members 
Mstep: Class 23 contains 20396 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72372 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 103848 members 
Mstep: Class 30 contains 12231 members 
Mstep: Class 31 contains 75892 members 
Mstep: Class 32 contains 82324 members 
Mstep: Class 33 contains 3699 members 
Mstep: Class 34 contains 2778 members 
Mstep: Class 35 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768808.000000 Penalty: 78578.953125
Iteration 109Q: 36 clusters Score -1.277688e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 54663 members 
Mstep: Class 3 contains 14974 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 15593 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66073 members 
Mstep: Class 10 contains 77625 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 84509 members 
Mstep: Class 13 contains 27934 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 15124 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 16533 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 78056 members 
Mstep: Class 21 contains 80363 members 
Mstep: Class 22 contains 47388 members 
Mstep: Class 23 contains 20397 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72540 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 104117 members 
Mstep: Class 30 contains 12239 members 
Mstep: Class 31 contains 75789 members 
Mstep: Class 32 contains 82695 members 
Mstep: Class 33 contains 3705 members 
Mstep: Class 34 contains 2779 members 
Mstep: Class 35 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768160.000000 Penalty: 78578.953125
Iteration 110Q: 36 clusters Score -1.277682e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 54505 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 15591 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66136 members 
Mstep: Class 10 contains 77315 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 84285 members 
Mstep: Class 13 contains 27931 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 15733 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 78500 members 
Mstep: Class 21 contains 80763 members 
Mstep: Class 22 contains 47238 members 
Mstep: Class 23 contains 20398 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 72823 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 104432 members 
Mstep: Class 30 contains 12241 members 
Mstep: Class 31 contains 75656 members 
Mstep: Class 32 contains 82959 members 
Mstep: Class 33 contains 3707 members 
Mstep: Class 34 contains 2782 members 
Mstep: Class 35 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 36 clusters Score -1.277676e+08 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 54362 members 
Mstep: Class 3 contains 15255 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 15590 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66227 members 
Mstep: Class 10 contains 77038 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 84046 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 14833 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 15033 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 78921 members 
Mstep: Class 21 contains 81109 members 
Mstep: Class 22 contains 47096 members 
Mstep: Class 23 contains 20403 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 73085 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 104704 members 
Mstep: Class 30 contains 12238 members 
Mstep: Class 31 contains 75545 members 
Mstep: Class 32 contains 83178 members 
Mstep: Class 33 contains 3699 members 
Mstep: Class 34 contains 2783 members 
Mstep: Class 35 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 36 clusters Score -1.277671e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 54249 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 15587 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66323 members 
Mstep: Class 10 contains 76857 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 83859 members 
Mstep: Class 13 contains 27913 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 14376 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 79296 members 
Mstep: Class 21 contains 81445 members 
Mstep: Class 22 contains 46923 members 
Mstep: Class 23 contains 20404 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 73368 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 104974 members 
Mstep: Class 30 contains 12243 members 
Mstep: Class 31 contains 75426 members 
Mstep: Class 32 contains 83261 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 2782 members 
Mstep: Class 35 contains 1357 members 
Entering Unmasked Estep 
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Iteration 113Q: 36 clusters Score -1.277669e+08 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 54136 members 
Mstep: Class 3 contains 15514 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 15581 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66407 members 
Mstep: Class 10 contains 76764 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 83657 members 
Mstep: Class 13 contains 27907 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 14578 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 79563 members 
Mstep: Class 21 contains 81744 members 
Mstep: Class 22 contains 46724 members 
Mstep: Class 23 contains 20411 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 73639 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 105287 members 
Mstep: Class 30 contains 12246 members 
Mstep: Class 31 contains 75339 members 
Mstep: Class 32 contains 83316 members 
Mstep: Class 33 contains 3660 members 
Mstep: Class 34 contains 2782 members 
Mstep: Class 35 contains 1359 members 
Entering Unmasked Estep 
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Iteration 114Q: 36 clusters Score -1.277666e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 54027 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 15573 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66492 members 
Mstep: Class 10 contains 76721 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 83453 members 
Mstep: Class 13 contains 27903 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 13282 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 79796 members 
Mstep: Class 21 contains 82020 members 
Mstep: Class 22 contains 46515 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 73934 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 105551 members 
Mstep: Class 30 contains 12250 members 
Mstep: Class 31 contains 75243 members 
Mstep: Class 32 contains 83343 members 
Mstep: Class 33 contains 3636 members 
Mstep: Class 34 contains 2782 members 
Mstep: Class 35 contains 1359 members 
Entering Unmasked Estep 
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Iteration 115Q: 36 clusters Score -1.277659e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 53878 members 
Mstep: Class 3 contains 15795 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66584 members 
Mstep: Class 10 contains 76717 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 83264 members 
Mstep: Class 13 contains 27891 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 100 members 
Mstep: Class 20 contains 79967 members 
Mstep: Class 21 contains 82245 members 
Mstep: Class 22 contains 46308 members 
Mstep: Class 23 contains 20410 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74195 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 105793 members 
Mstep: Class 30 contains 12259 members 
Mstep: Class 31 contains 75190 members 
Mstep: Class 32 contains 83374 members 
Mstep: Class 33 contains 3621 members 
Mstep: Class 34 contains 2783 members 
Mstep: Class 35 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765680.000000 Penalty: 78578.953125
Iteration 116Q: 36 clusters Score -1.277657e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 53717 members 
Mstep: Class 3 contains 15920 members 
Mstep: Class 4 contains 7618 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 15579 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66707 members 
Mstep: Class 10 contains 76756 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 83137 members 
Mstep: Class 13 contains 27880 members 
Mstep: Class 14 contains 5593 members 
Mstep: Class 15 contains 14192 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 12431 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80101 members 
Mstep: Class 21 contains 82408 members 
Mstep: Class 22 contains 46135 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74423 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 105983 members 
Mstep: Class 30 contains 12271 members 
Mstep: Class 31 contains 75197 members 
Mstep: Class 32 contains 83354 members 
Mstep: Class 33 contains 3602 members 
Mstep: Class 34 contains 2783 members 
Mstep: Class 35 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765480.000000 Penalty: 78578.953125
Iteration 117Q: 36 clusters Score -1.277655e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 53583 members 
Mstep: Class 3 contains 16030 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 2984 members 
Mstep: Class 6 contains 15585 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66810 members 
Mstep: Class 10 contains 76845 members 
Mstep: Class 11 contains 9104 members 
Mstep: Class 12 contains 82954 members 
Mstep: Class 13 contains 27868 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 14085 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 12068 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80189 members 
Mstep: Class 21 contains 82588 members 
Mstep: Class 22 contains 45972 members 
Mstep: Class 23 contains 20409 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74608 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 106215 members 
Mstep: Class 30 contains 12283 members 
Mstep: Class 31 contains 75173 members 
Mstep: Class 32 contains 83301 members 
Mstep: Class 33 contains 3592 members 
Mstep: Class 34 contains 2784 members 
Mstep: Class 35 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765560.000000 Penalty: 78578.953125
Iteration 118Q: 36 clusters Score -1.277656e+08 nChanged 3042
Entering ConstructFrom: 
Score: -127765560.000000 Penalty: 78578.953125
Entering ConstructFrom: 
Trying to split cluster 1 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -449669.500000 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -449669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -446615.281250 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -446615.3 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -447720.968750 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -447721 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -448243.687500 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -448243.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -448640.843750 Penalty: 2662.765137
	Iteration 3F: 3 clusters Score -448640.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -448916.968750 Penalty: 2662.765137
	Iteration 4F: 3 clusters Score -448917 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -449100.531250 Penalty: 2662.765137
	Iteration 5F: 3 clusters Score -449100.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -449225.968750 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -449226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -449324.906250 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -449324.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -449382.718750 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -449382.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -449412.656250 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -449412.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -449433.312500 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -449433.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -449447.437500 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -449447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -449459.156250 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -449459.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -449474.468750 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -449474.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -449490.937500 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -449490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -449504.312500 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -449504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -449518.781250 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -449518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -449538.968750 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -449539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -449558.250000 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -449558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -449580.968750 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -449581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -449596.812500 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -449596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -449606.812500 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -449606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -449609.468750 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -449609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -449611.781250 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -449611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -449618.968750 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -449619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -449631.156250 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -449631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -449645.406250 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -449645.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -449673.875000 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -449673.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -449701.437500 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -449701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -449727.312500 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -449727.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -449744.625000 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -449744.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -449756.437500 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -449756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -449770.500000 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -449770.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -449779.656250 Penalty: 2662.765137
	Iteration 33Q: 3 clusters Score -449779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449790.031250 Penalty: 2662.765137
	Iteration 34Q: 3 clusters Score -449790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -449793.500000 Penalty: 2662.765137
	Iteration 35Q: 3 clusters Score -449793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -449795.531250 Penalty: 2662.765137
	Iteration 36Q: 3 clusters Score -449795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449798.125000 Penalty: 2662.765137
	Iteration 37Q: 3 clusters Score -449798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449800.531250 Penalty: 2662.765137
	Iteration 38Q: 3 clusters Score -449800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449802.406250 Penalty: 2662.765137
	Iteration 39Q: 3 clusters Score -449802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -449813.218750 Penalty: 2662.765137
	Iteration 40F: 3 clusters Score -449813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -449819.593750 Penalty: 2662.765137
	Iteration 41Q: 3 clusters Score -449819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -449822.312500 Penalty: 2662.765137
	Iteration 42Q: 3 clusters Score -449822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -449822.843750 Penalty: 2662.765137
	Iteration 43Q: 3 clusters Score -449822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -449822.843750 Penalty: 2662.765137
	Iteration 44F: 3 clusters Score -449822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53454 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66924 members 
Mstep: Class 10 contains 76942 members 
Mstep: Class 11 contains 9118 members 
Mstep: Class 12 contains 82754 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80293 members 
Mstep: Class 21 contains 82764 members 
Mstep: Class 22 contains 45823 members 
Mstep: Class 23 contains 20407 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74830 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 106438 members 
Mstep: Class 30 contains 12304 members 
Mstep: Class 31 contains 75154 members 
Mstep: Class 32 contains 83202 members 
Mstep: Class 33 contains 3567 members 
Mstep: Class 34 contains 2785 members 
Mstep: Class 35 contains 1384 members 
Mstep: Class 36 contains 3025 members 
Entering Unmasked Estep 
Score: -127764032.000000 Penalty: 80824.070312
Splitting cluster 1 changes total score from -127765560.000000 to -127764032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Entering Unmasked Estep 
Score: -6726577.500000 Penalty: 1769.068726
	Iteration 0F: 2 clusters Score -6726578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6690942.000000 Penalty: 3538.137451
	Iteration 0F: 3 clusters Score -6690942 nChanged 25224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -6705478.500000 Penalty: 3538.137451
	Iteration 1F: 3 clusters Score -6705478 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -6706362.500000 Penalty: 3538.137451
	Iteration 2Q: 3 clusters Score -6706362 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -6707669.500000 Penalty: 3538.137451
	Iteration 3F: 3 clusters Score -6707670 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6709743.000000 Penalty: 3538.137451
	Iteration 4F: 3 clusters Score -6709743 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -6712991.000000 Penalty: 3538.137451
	Iteration 5F: 3 clusters Score -6712991 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -6717321.500000 Penalty: 3538.137451
	Iteration 6F: 3 clusters Score -6717322 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6721410.500000 Penalty: 3538.137451
	Iteration 7F: 3 clusters Score -6721410 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6723732.000000 Penalty: 3538.137451
	Iteration 8Q: 3 clusters Score -6723732 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6724515.000000 Penalty: 3538.137451
	Iteration 9Q: 3 clusters Score -6724515 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6724808.000000 Penalty: 3538.137451
	Iteration 10Q: 3 clusters Score -6724808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6724926.500000 Penalty: 3538.137451
	Iteration 11Q: 3 clusters Score -6724926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6724990.500000 Penalty: 3538.137451
	Iteration 12Q: 3 clusters Score -6724990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6725018.500000 Penalty: 3538.137451
	Iteration 13Q: 3 clusters Score -6725018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6725037.000000 Penalty: 3538.137451
	Iteration 14Q: 3 clusters Score -6725037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6725041.500000 Penalty: 3538.137451
	Iteration 15Q: 3 clusters Score -6725042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6725043.000000 Penalty: 3538.137451
	Iteration 16Q: 3 clusters Score -6725043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6725043.000000 Penalty: 3538.137451
	Iteration 17F: 3 clusters Score -6725043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Entering Unmasked Estep 
Score: -2022932.875000 Penalty: 1574.229736
	Iteration 0F: 2 clusters Score -2022933 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 8030 members 
Entering Unmasked Estep 
Score: -2011768.500000 Penalty: 3148.459473
	Iteration 0F: 3 clusters Score -2011768 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2015627.000000 Penalty: 3148.459473
	Iteration 1F: 3 clusters Score -2015627 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2015844.500000 Penalty: 3148.459473
	Iteration 2Q: 3 clusters Score -2015844 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2016005.500000 Penalty: 3148.459473
	Iteration 3Q: 3 clusters Score -2016006 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2016145.500000 Penalty: 3148.459473
	Iteration 4Q: 3 clusters Score -2016146 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2016253.000000 Penalty: 3148.459473
	Iteration 5Q: 3 clusters Score -2016253 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2016361.375000 Penalty: 3148.459473
	Iteration 6Q: 3 clusters Score -2016361 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2016495.875000 Penalty: 3148.459473
	Iteration 7Q: 3 clusters Score -2016496 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2016643.125000 Penalty: 3148.459473
	Iteration 8Q: 3 clusters Score -2016643 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2016807.625000 Penalty: 3148.459473
	Iteration 9Q: 3 clusters Score -2016808 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2016998.625000 Penalty: 3148.459473
	Iteration 10Q: 3 clusters Score -2016999 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2017242.125000 Penalty: 3148.459473
	Iteration 11Q: 3 clusters Score -2017242 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2017607.500000 Penalty: 3148.459473
	Iteration 12Q: 3 clusters Score -2017608 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2018107.375000 Penalty: 3148.459473
	Iteration 13F: 3 clusters Score -2018107 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2018796.625000 Penalty: 3148.459473
	Iteration 14F: 3 clusters Score -2018797 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2019643.000000 Penalty: 3148.459473
	Iteration 15F: 3 clusters Score -2019643 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2020457.000000 Penalty: 3148.459473
	Iteration 16F: 3 clusters Score -2020457 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2021030.625000 Penalty: 3148.459473
	Iteration 17Q: 3 clusters Score -2021031 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2021333.750000 Penalty: 3148.459473
	Iteration 18Q: 3 clusters Score -2021334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2021469.125000 Penalty: 3148.459473
	Iteration 19Q: 3 clusters Score -2021469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2021540.375000 Penalty: 3148.459473
	Iteration 20F: 3 clusters Score -2021540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2021570.250000 Penalty: 3148.459473
	Iteration 21Q: 3 clusters Score -2021570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2021589.500000 Penalty: 3148.459473
	Iteration 22Q: 3 clusters Score -2021590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2021595.750000 Penalty: 3148.459473
	Iteration 23Q: 3 clusters Score -2021596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2021600.125000 Penalty: 3148.459473
	Iteration 24Q: 3 clusters Score -2021600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2021602.875000 Penalty: 3148.459473
	Iteration 25Q: 3 clusters Score -2021603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2021613.375000 Penalty: 3148.459473
	Iteration 26Q: 3 clusters Score -2021613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2021615.875000 Penalty: 3148.459473
	Iteration 27Q: 3 clusters Score -2021616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2021619.250000 Penalty: 3148.459473
	Iteration 28Q: 3 clusters Score -2021619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2021619.250000 Penalty: 3148.459473
	Iteration 29Q: 3 clusters Score -2021619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2021621.125000 Penalty: 3148.459473
	Iteration 30Q: 3 clusters Score -2021621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2021622.125000 Penalty: 3148.459473
	Iteration 31Q: 3 clusters Score -2021622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2021627.375000 Penalty: 3148.459473
	Iteration 32Q: 3 clusters Score -2021627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2021627.875000 Penalty: 3148.459473
	Iteration 33Q: 3 clusters Score -2021628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2021628.125000 Penalty: 3148.459473
	Iteration 34Q: 3 clusters Score -2021628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2021628.125000 Penalty: 3148.459473
	Iteration 35F: 3 clusters Score -2021628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -1021114.500000 Penalty: 1453.383423
	Iteration 0F: 2 clusters Score -1021114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1015414.500000 Penalty: 2906.766846
	Iteration 0F: 3 clusters Score -1015414 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1017155.750000 Penalty: 2906.766846
	Iteration 1F: 3 clusters Score -1017156 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1017381.687500 Penalty: 2906.766846
	Iteration 2F: 3 clusters Score -1017382 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1017560.250000 Penalty: 2906.766846
	Iteration 3Q: 3 clusters Score -1017560 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1017701.500000 Penalty: 2906.766846
	Iteration 4Q: 3 clusters Score -1017702 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1017822.312500 Penalty: 2906.766846
	Iteration 5Q: 3 clusters Score -1017822 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1017925.187500 Penalty: 2906.766846
	Iteration 6Q: 3 clusters Score -1017925 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1018043.437500 Penalty: 2906.766846
	Iteration 7Q: 3 clusters Score -1018043 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1018194.125000 Penalty: 2906.766846
	Iteration 8Q: 3 clusters Score -1018194 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1018398.625000 Penalty: 2906.766846
	Iteration 9Q: 3 clusters Score -1018399 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1018662.187500 Penalty: 2906.766846
	Iteration 10Q: 3 clusters Score -1018662 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1018914.000000 Penalty: 2906.766846
	Iteration 11Q: 3 clusters Score -1018914 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1019124.187500 Penalty: 2906.766846
	Iteration 12Q: 3 clusters Score -1019124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1019257.125000 Penalty: 2906.766846
	Iteration 13Q: 3 clusters Score -1019257 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1019346.437500 Penalty: 2906.766846
	Iteration 14Q: 3 clusters Score -1019346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1019406.250000 Penalty: 2906.766846
	Iteration 15Q: 3 clusters Score -1019406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1019458.062500 Penalty: 2906.766846
	Iteration 16Q: 3 clusters Score -1019458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1019514.500000 Penalty: 2906.766846
	Iteration 17Q: 3 clusters Score -1019514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1019560.437500 Penalty: 2906.766846
	Iteration 18Q: 3 clusters Score -1019560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1019601.187500 Penalty: 2906.766846
	Iteration 19Q: 3 clusters Score -1019601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1019647.375000 Penalty: 2906.766846
	Iteration 20F: 3 clusters Score -1019647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1019704.125000 Penalty: 2906.766846
	Iteration 21Q: 3 clusters Score -1019704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1019764.687500 Penalty: 2906.766846
	Iteration 22Q: 3 clusters Score -1019765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1019808.062500 Penalty: 2906.766846
	Iteration 23Q: 3 clusters Score -1019808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1019841.562500 Penalty: 2906.766846
	Iteration 24Q: 3 clusters Score -1019842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1019865.500000 Penalty: 2906.766846
	Iteration 25Q: 3 clusters Score -1019866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1019880.500000 Penalty: 2906.766846
	Iteration 26Q: 3 clusters Score -1019880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1019890.187500 Penalty: 2906.766846
	Iteration 27Q: 3 clusters Score -1019890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1019901.937500 Penalty: 2906.766846
	Iteration 28Q: 3 clusters Score -1019902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1019911.875000 Penalty: 2906.766846
	Iteration 29Q: 3 clusters Score -1019912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1019919.375000 Penalty: 2906.766846
	Iteration 30Q: 3 clusters Score -1019919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1019927.750000 Penalty: 2906.766846
	Iteration 31Q: 3 clusters Score -1019928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1019933.812500 Penalty: 2906.766846
	Iteration 32Q: 3 clusters Score -1019934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1019938.062500 Penalty: 2906.766846
	Iteration 33Q: 3 clusters Score -1019938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1019944.062500 Penalty: 2906.766846
	Iteration 34Q: 3 clusters Score -1019944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1019947.000000 Penalty: 2906.766846
	Iteration 35Q: 3 clusters Score -1019947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1019949.812500 Penalty: 2906.766846
	Iteration 36Q: 3 clusters Score -1019950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1019949.437500 Penalty: 2906.766846
	Iteration 37Q: 3 clusters Score -1019949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1019950.125000 Penalty: 2906.766846
	Iteration 38Q: 3 clusters Score -1019950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1019950.125000 Penalty: 2906.766846
	Iteration 39F: 3 clusters Score -1019950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -378276.937500 Penalty: 1300.274658
	Iteration 0F: 2 clusters Score -378276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -375600.843750 Penalty: 2600.549316
	Iteration 0F: 3 clusters Score -375600.8 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376268.406250 Penalty: 2600.549316
	Iteration 1F: 3 clusters Score -376268.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -376404.187500 Penalty: 2600.549316
	Iteration 2F: 3 clusters Score -376404.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -376504.750000 Penalty: 2600.549316
	Iteration 3F: 3 clusters Score -376504.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -376583.718750 Penalty: 2600.549316
	Iteration 4Q: 3 clusters Score -376583.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -376645.031250 Penalty: 2600.549316
	Iteration 5Q: 3 clusters Score -376645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376682.187500 Penalty: 2600.549316
	Iteration 6Q: 3 clusters Score -376682.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -376714.187500 Penalty: 2600.549316
	Iteration 7Q: 3 clusters Score -376714.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376747.312500 Penalty: 2600.549316
	Iteration 8Q: 3 clusters Score -376747.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -376777.218750 Penalty: 2600.549316
	Iteration 9Q: 3 clusters Score -376777.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -376804.156250 Penalty: 2600.549316
	Iteration 10Q: 3 clusters Score -376804.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -376828.531250 Penalty: 2600.549316
	Iteration 11Q: 3 clusters Score -376828.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -376847.875000 Penalty: 2600.549316
	Iteration 12Q: 3 clusters Score -376847.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -376861.812500 Penalty: 2600.549316
	Iteration 13Q: 3 clusters Score -376861.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -376872.906250 Penalty: 2600.549316
	Iteration 14Q: 3 clusters Score -376872.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -376884.343750 Penalty: 2600.549316
	Iteration 15Q: 3 clusters Score -376884.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -376893.031250 Penalty: 2600.549316
	Iteration 16Q: 3 clusters Score -376893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -376900.281250 Penalty: 2600.549316
	Iteration 17Q: 3 clusters Score -376900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -376906.250000 Penalty: 2600.549316
	Iteration 18Q: 3 clusters Score -376906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -376912.125000 Penalty: 2600.549316
	Iteration 19Q: 3 clusters Score -376912.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -376917.968750 Penalty: 2600.549316
	Iteration 20F: 3 clusters Score -376918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -376922.218750 Penalty: 2600.549316
	Iteration 21Q: 3 clusters Score -376922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -376926.500000 Penalty: 2600.549316
	Iteration 22Q: 3 clusters Score -376926.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -376931.687500 Penalty: 2600.549316
	Iteration 23Q: 3 clusters Score -376931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -376934.093750 Penalty: 2600.549316
	Iteration 24Q: 3 clusters Score -376934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -376938.468750 Penalty: 2600.549316
	Iteration 25Q: 3 clusters Score -376938.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -376944.687500 Penalty: 2600.549316
	Iteration 26Q: 3 clusters Score -376944.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -376949.187500 Penalty: 2600.549316
	Iteration 27Q: 3 clusters Score -376949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -376952.187500 Penalty: 2600.549316
	Iteration 28Q: 3 clusters Score -376952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -376955.500000 Penalty: 2600.549316
	Iteration 29Q: 3 clusters Score -376955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -376956.125000 Penalty: 2600.549316
	Iteration 30Q: 3 clusters Score -376956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376956.968750 Penalty: 2600.549316
	Iteration 31Q: 3 clusters Score -376957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -376957.125000 Penalty: 2600.549316
	Iteration 32Q: 3 clusters Score -376957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -376958.531250 Penalty: 2600.549316
	Iteration 33Q: 3 clusters Score -376958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -376960.156250 Penalty: 2600.549316
	Iteration 34Q: 3 clusters Score -376960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -376960.937500 Penalty: 2600.549316
	Iteration 35Q: 3 clusters Score -376960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -376960.937500 Penalty: 2600.549316
	Iteration 36F: 3 clusters Score -376960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -2022655.625000 Penalty: 1568.702026
	Iteration 0F: 2 clusters Score -2022656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2011906.000000 Penalty: 3137.404053
	Iteration 0F: 3 clusters Score -2011906 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2015610.875000 Penalty: 3137.404053
	Iteration 1F: 3 clusters Score -2015611 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2015878.250000 Penalty: 3137.404053
	Iteration 2F: 3 clusters Score -2015878 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2016076.000000 Penalty: 3137.404053
	Iteration 3Q: 3 clusters Score -2016076 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2016248.625000 Penalty: 3137.404053
	Iteration 4Q: 3 clusters Score -2016249 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2016415.875000 Penalty: 3137.404053
	Iteration 5Q: 3 clusters Score -2016416 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2016582.250000 Penalty: 3137.404053
	Iteration 6Q: 3 clusters Score -2016582 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2016776.125000 Penalty: 3137.404053
	Iteration 7Q: 3 clusters Score -2016776 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2017009.250000 Penalty: 3137.404053
	Iteration 8Q: 3 clusters Score -2017009 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2017239.375000 Penalty: 3137.404053
	Iteration 9Q: 3 clusters Score -2017239 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2017469.250000 Penalty: 3137.404053
	Iteration 10Q: 3 clusters Score -2017469 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2017748.875000 Penalty: 3137.404053
	Iteration 11Q: 3 clusters Score -2017749 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2018045.750000 Penalty: 3137.404053
	Iteration 12Q: 3 clusters Score -2018046 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2018324.000000 Penalty: 3137.404053
	Iteration 13Q: 3 clusters Score -2018324 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2018635.250000 Penalty: 3137.404053
	Iteration 14Q: 3 clusters Score -2018635 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2018943.000000 Penalty: 3137.404053
	Iteration 15Q: 3 clusters Score -2018943 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2019241.375000 Penalty: 3137.404053
	Iteration 16Q: 3 clusters Score -2019241 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2019482.000000 Penalty: 3137.404053
	Iteration 17Q: 3 clusters Score -2019482 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2019649.000000 Penalty: 3137.404053
	Iteration 18Q: 3 clusters Score -2019649 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2019768.500000 Penalty: 3137.404053
	Iteration 19Q: 3 clusters Score -2019768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2019825.625000 Penalty: 3137.404053
	Iteration 20F: 3 clusters Score -2019826 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2019873.125000 Penalty: 3137.404053
	Iteration 21Q: 3 clusters Score -2019873 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2019923.500000 Penalty: 3137.404053
	Iteration 22Q: 3 clusters Score -2019924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2019969.875000 Penalty: 3137.404053
	Iteration 23Q: 3 clusters Score -2019970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2020020.125000 Penalty: 3137.404053
	Iteration 24Q: 3 clusters Score -2020020 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2020061.875000 Penalty: 3137.404053
	Iteration 25Q: 3 clusters Score -2020062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2020108.125000 Penalty: 3137.404053
	Iteration 26Q: 3 clusters Score -2020108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2020152.750000 Penalty: 3137.404053
	Iteration 27Q: 3 clusters Score -2020153 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2020194.125000 Penalty: 3137.404053
	Iteration 28Q: 3 clusters Score -2020194 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2020257.250000 Penalty: 3137.404053
	Iteration 29Q: 3 clusters Score -2020257 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2020318.000000 Penalty: 3137.404053
	Iteration 30Q: 3 clusters Score -2020318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2020378.625000 Penalty: 3137.404053
	Iteration 31Q: 3 clusters Score -2020379 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2020434.125000 Penalty: 3137.404053
	Iteration 32Q: 3 clusters Score -2020434 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2020506.375000 Penalty: 3137.404053
	Iteration 33Q: 3 clusters Score -2020506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2020570.500000 Penalty: 3137.404053
	Iteration 34Q: 3 clusters Score -2020570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2020632.375000 Penalty: 3137.404053
	Iteration 35Q: 3 clusters Score -2020632 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2020709.750000 Penalty: 3137.404053
	Iteration 36Q: 3 clusters Score -2020710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2020768.125000 Penalty: 3137.404053
	Iteration 37Q: 3 clusters Score -2020768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2020822.500000 Penalty: 3137.404053
	Iteration 38Q: 3 clusters Score -2020822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2020886.375000 Penalty: 3137.404053
	Iteration 39Q: 3 clusters Score -2020886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2020943.625000 Penalty: 3137.404053
	Iteration 40F: 3 clusters Score -2020944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2020994.000000 Penalty: 3137.404053
	Iteration 41Q: 3 clusters Score -2020994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2021043.375000 Penalty: 3137.404053
	Iteration 42Q: 3 clusters Score -2021043 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2021083.375000 Penalty: 3137.404053
	Iteration 43Q: 3 clusters Score -2021083 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2021117.250000 Penalty: 3137.404053
	Iteration 44Q: 3 clusters Score -2021117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2021147.125000 Penalty: 3137.404053
	Iteration 45Q: 3 clusters Score -2021147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2021176.500000 Penalty: 3137.404053
	Iteration 46Q: 3 clusters Score -2021176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2021197.625000 Penalty: 3137.404053
	Iteration 47Q: 3 clusters Score -2021198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2021229.250000 Penalty: 3137.404053
	Iteration 48Q: 3 clusters Score -2021229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2021252.625000 Penalty: 3137.404053
	Iteration 49Q: 3 clusters Score -2021253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2021267.125000 Penalty: 3137.404053
	Iteration 50Q: 3 clusters Score -2021267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2021276.875000 Penalty: 3137.404053
	Iteration 51Q: 3 clusters Score -2021277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2021288.125000 Penalty: 3137.404053
	Iteration 52Q: 3 clusters Score -2021288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2021293.375000 Penalty: 3137.404053
	Iteration 53Q: 3 clusters Score -2021293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2021298.000000 Penalty: 3137.404053
	Iteration 54Q: 3 clusters Score -2021298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2021304.875000 Penalty: 3137.404053
	Iteration 55Q: 3 clusters Score -2021305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2021313.125000 Penalty: 3137.404053
	Iteration 56Q: 3 clusters Score -2021313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2021317.375000 Penalty: 3137.404053
	Iteration 57Q: 3 clusters Score -2021317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2021317.250000 Penalty: 3137.404053
	Iteration 58Q: 3 clusters Score -2021317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2021319.250000 Penalty: 3137.404053
	Iteration 59Q: 3 clusters Score -2021319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2021323.500000 Penalty: 3137.404053
	Iteration 60F: 3 clusters Score -2021324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2021321.125000 Penalty: 3137.404053
	Iteration 61Q: 3 clusters Score -2021321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2021328.625000 Penalty: 3137.404053
	Iteration 62Q: 3 clusters Score -2021329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2021333.000000 Penalty: 3137.404053
	Iteration 63Q: 3 clusters Score -2021333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2021331.000000 Penalty: 3137.404053
	Iteration 64Q: 3 clusters Score -2021331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2021335.375000 Penalty: 3137.404053
	Iteration 65Q: 3 clusters Score -2021335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2021334.250000 Penalty: 3137.404053
	Iteration 66Q: 3 clusters Score -2021334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2021334.250000 Penalty: 3137.404053
	Iteration 67F: 3 clusters Score -2021334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -310074.468750 Penalty: 1267.792480
	Iteration 0F: 2 clusters Score -310074.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -307695.750000 Penalty: 2535.584961
	Iteration 0F: 3 clusters Score -307695.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308198.031250 Penalty: 2535.584961
	Iteration 1F: 3 clusters Score -308198 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -308309.093750 Penalty: 2535.584961
	Iteration 2F: 3 clusters Score -308309.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -308384.906250 Penalty: 2535.584961
	Iteration 3Q: 3 clusters Score -308384.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -308430.656250 Penalty: 2535.584961
	Iteration 4Q: 3 clusters Score -308430.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -308458.875000 Penalty: 2535.584961
	Iteration 5Q: 3 clusters Score -308458.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -308490.187500 Penalty: 2535.584961
	Iteration 6Q: 3 clusters Score -308490.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -308513.343750 Penalty: 2535.584961
	Iteration 7Q: 3 clusters Score -308513.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -308528.218750 Penalty: 2535.584961
	Iteration 8Q: 3 clusters Score -308528.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -308546.812500 Penalty: 2535.584961
	Iteration 9Q: 3 clusters Score -308546.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -308565.500000 Penalty: 2535.584961
	Iteration 10Q: 3 clusters Score -308565.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -308581.750000 Penalty: 2535.584961
	Iteration 11Q: 3 clusters Score -308581.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -308595.343750 Penalty: 2535.584961
	Iteration 12Q: 3 clusters Score -308595.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -308611.562500 Penalty: 2535.584961
	Iteration 13Q: 3 clusters Score -308611.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -308631.312500 Penalty: 2535.584961
	Iteration 14Q: 3 clusters Score -308631.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -308653.562500 Penalty: 2535.584961
	Iteration 15Q: 3 clusters Score -308653.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -308676.531250 Penalty: 2535.584961
	Iteration 16Q: 3 clusters Score -308676.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -308706.250000 Penalty: 2535.584961
	Iteration 17Q: 3 clusters Score -308706.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -308735.156250 Penalty: 2535.584961
	Iteration 18Q: 3 clusters Score -308735.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -308760.562500 Penalty: 2535.584961
	Iteration 19Q: 3 clusters Score -308760.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -308789.437500 Penalty: 2535.584961
	Iteration 20F: 3 clusters Score -308789.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -308821.968750 Penalty: 2535.584961
	Iteration 21Q: 3 clusters Score -308822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -308861.656250 Penalty: 2535.584961
	Iteration 22Q: 3 clusters Score -308861.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -308894.718750 Penalty: 2535.584961
	Iteration 23Q: 3 clusters Score -308894.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -308919.906250 Penalty: 2535.584961
	Iteration 24Q: 3 clusters Score -308919.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -308944.312500 Penalty: 2535.584961
	Iteration 25Q: 3 clusters Score -308944.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -308968.718750 Penalty: 2535.584961
	Iteration 26Q: 3 clusters Score -308968.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -308992.625000 Penalty: 2535.584961
	Iteration 27Q: 3 clusters Score -308992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -309006.468750 Penalty: 2535.584961
	Iteration 28Q: 3 clusters Score -309006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -309013.218750 Penalty: 2535.584961
	Iteration 29Q: 3 clusters Score -309013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -309021.968750 Penalty: 2535.584961
	Iteration 30Q: 3 clusters Score -309022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -309032.062500 Penalty: 2535.584961
	Iteration 31Q: 3 clusters Score -309032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -309036.875000 Penalty: 2535.584961
	Iteration 32Q: 3 clusters Score -309036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -309041.562500 Penalty: 2535.584961
	Iteration 33Q: 3 clusters Score -309041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -309044.750000 Penalty: 2535.584961
	Iteration 34Q: 3 clusters Score -309044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -309047.593750 Penalty: 2535.584961
	Iteration 35Q: 3 clusters Score -309047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -309048.531250 Penalty: 2535.584961
	Iteration 36Q: 3 clusters Score -309048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -309048.531250 Penalty: 2535.584961
	Iteration 37F: 3 clusters Score -309048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8532.355469 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8532.355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8679.202148 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8679.202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8691.468750 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8691.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8692.715820 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8692.716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8692.715820 Penalty: 1576.909790
	Iteration 4F: 3 clusters Score -8692.716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Entering Unmasked Estep 
Score: -8542976.000000 Penalty: 1805.588379
	Iteration 0F: 2 clusters Score -8542976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -8498708.000000 Penalty: 3611.176758
	Iteration 0F: 3 clusters Score -8498708 nChanged 31432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -8516968.000000 Penalty: 3611.176758
	Iteration 1F: 3 clusters Score -8516968 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -8517722.000000 Penalty: 3611.176758
	Iteration 2Q: 3 clusters Score -8517722 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -8518454.000000 Penalty: 3611.176758
	Iteration 3Q: 3 clusters Score -8518454 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -8519388.000000 Penalty: 3611.176758
	Iteration 4Q: 3 clusters Score -8519388 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8520408.000000 Penalty: 3611.176758
	Iteration 5Q: 3 clusters Score -8520408 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8522097.000000 Penalty: 3611.176758
	Iteration 6Q: 3 clusters Score -8522097 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -8524472.000000 Penalty: 3611.176758
	Iteration 7F: 3 clusters Score -8524472 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -8527246.000000 Penalty: 3611.176758
	Iteration 8F: 3 clusters Score -8527246 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -8529570.000000 Penalty: 3611.176758
	Iteration 9F: 3 clusters Score -8529570 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -8530870.000000 Penalty: 3611.176758
	Iteration 10Q: 3 clusters Score -8530870 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -8531542.000000 Penalty: 3611.176758
	Iteration 11Q: 3 clusters Score -8531542 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -8531860.000000 Penalty: 3611.176758
	Iteration 12Q: 3 clusters Score -8531860 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -8532070.000000 Penalty: 3611.176758
	Iteration 13Q: 3 clusters Score -8532070 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -8532238.000000 Penalty: 3611.176758
	Iteration 14Q: 3 clusters Score -8532238 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -8532425.000000 Penalty: 3611.176758
	Iteration 15Q: 3 clusters Score -8532425 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -8532550.000000 Penalty: 3611.176758
	Iteration 16Q: 3 clusters Score -8532550 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8532679.000000 Penalty: 3611.176758
	Iteration 17Q: 3 clusters Score -8532679 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -8532831.000000 Penalty: 3611.176758
	Iteration 18Q: 3 clusters Score -8532831 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8532975.000000 Penalty: 3611.176758
	Iteration 19Q: 3 clusters Score -8532975 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8533103.000000 Penalty: 3611.176758
	Iteration 20F: 3 clusters Score -8533103 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -8533256.000000 Penalty: 3611.176758
	Iteration 21Q: 3 clusters Score -8533256 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -8533365.000000 Penalty: 3611.176758
	Iteration 22Q: 3 clusters Score -8533365 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -8533532.000000 Penalty: 3611.176758
	Iteration 23Q: 3 clusters Score -8533532 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -8533694.000000 Penalty: 3611.176758
	Iteration 24Q: 3 clusters Score -8533694 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -8533827.000000 Penalty: 3611.176758
	Iteration 25Q: 3 clusters Score -8533827 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -8533894.000000 Penalty: 3611.176758
	Iteration 26Q: 3 clusters Score -8533894 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -8534018.000000 Penalty: 3611.176758
	Iteration 27Q: 3 clusters Score -8534018 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -8534132.000000 Penalty: 3611.176758
	Iteration 28Q: 3 clusters Score -8534132 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -8534220.000000 Penalty: 3611.176758
	Iteration 29Q: 3 clusters Score -8534220 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -8534349.000000 Penalty: 3611.176758
	Iteration 30Q: 3 clusters Score -8534349 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -8534452.000000 Penalty: 3611.176758
	Iteration 31Q: 3 clusters Score -8534452 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -8534526.000000 Penalty: 3611.176758
	Iteration 32Q: 3 clusters Score -8534526 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8534612.000000 Penalty: 3611.176758
	Iteration 33Q: 3 clusters Score -8534612 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -8534684.000000 Penalty: 3611.176758
	Iteration 34Q: 3 clusters Score -8534684 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -8534755.000000 Penalty: 3611.176758
	Iteration 35Q: 3 clusters Score -8534755 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -8534814.000000 Penalty: 3611.176758
	Iteration 36Q: 3 clusters Score -8534814 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -8534900.000000 Penalty: 3611.176758
	Iteration 37Q: 3 clusters Score -8534900 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -8534958.000000 Penalty: 3611.176758
	Iteration 38Q: 3 clusters Score -8534958 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8535026.000000 Penalty: 3611.176758
	Iteration 39Q: 3 clusters Score -8535026 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -8535074.000000 Penalty: 3611.176758
	Iteration 40F: 3 clusters Score -8535074 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -8535195.000000 Penalty: 3611.176758
	Iteration 41Q: 3 clusters Score -8535195 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -8535231.000000 Penalty: 3611.176758
	Iteration 42Q: 3 clusters Score -8535231 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -8535297.000000 Penalty: 3611.176758
	Iteration 43Q: 3 clusters Score -8535297 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -8535367.000000 Penalty: 3611.176758
	Iteration 44Q: 3 clusters Score -8535367 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -8535458.000000 Penalty: 3611.176758
	Iteration 45Q: 3 clusters Score -8535458 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -8535507.000000 Penalty: 3611.176758
	Iteration 46Q: 3 clusters Score -8535507 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -8535532.000000 Penalty: 3611.176758
	Iteration 47Q: 3 clusters Score -8535532 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8535577.000000 Penalty: 3611.176758
	Iteration 48Q: 3 clusters Score -8535577 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -8535642.000000 Penalty: 3611.176758
	Iteration 49Q: 3 clusters Score -8535642 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8535683.000000 Penalty: 3611.176758
	Iteration 50Q: 3 clusters Score -8535683 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -8535730.000000 Penalty: 3611.176758
	Iteration 51Q: 3 clusters Score -8535730 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8535779 nChanged 436
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Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8536045 nChanged 500
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Mstep: Class 1 contains 27741 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8536136 nChanged 513
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Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8536237 nChanged 510
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	Iteration 59Q: 3 clusters Score -8536281 nChanged 489
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Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8536357 nChanged 510
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Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8536453 nChanged 500
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Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8536488 nChanged 498
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Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8536572 nChanged 554
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8536935 nChanged 625
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Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8537041 nChanged 651
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Mstep: Class 1 contains 21707 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8537113 nChanged 618
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Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8537219 nChanged 612
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Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8537319 nChanged 601
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Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8537461 nChanged 609
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Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8537622 nChanged 590
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Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8537714 nChanged 563
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Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8537853 nChanged 574
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Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8537912 nChanged 585
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Mstep: Class 2 contains 49965 members 
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	Iteration 76Q: 3 clusters Score -8538048 nChanged 550
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8538185 nChanged 521
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8538285 nChanged 498
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8538356 nChanged 514
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Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8538424 nChanged 539
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Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8538565 nChanged 525
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	Iteration 82Q: 3 clusters Score -8538674 nChanged 517
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8539386 nChanged 457
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Mstep: Class 2 contains 57426 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8539937 nChanged 411
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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 100F: 3 clusters Score -8540540 nChanged 357
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Mstep: Class 1 contains 5549 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8540714 nChanged 306
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	Iteration 103Q: 3 clusters Score -8540772 nChanged 305
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	Iteration 111Q: 3 clusters Score -8541389 nChanged 170
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	Iteration 113Q: 3 clusters Score -8541465 nChanged 125
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	Iteration 114Q: 3 clusters Score -8541483 nChanged 124
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	Iteration 115Q: 3 clusters Score -8541493 nChanged 108
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	Iteration 116Q: 3 clusters Score -8541528 nChanged 81
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	Iteration 117Q: 3 clusters Score -8541550 nChanged 82
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	Iteration 118Q: 3 clusters Score -8541542 nChanged 73
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8541572 nChanged 77
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8541601 nChanged 63
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	Iteration 121Q: 3 clusters Score -8541611 nChanged 52
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	Iteration 122Q: 3 clusters Score -8541648 nChanged 40
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	Iteration 123Q: 3 clusters Score -8541664 nChanged 41
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	Iteration 124Q: 3 clusters Score -8541680 nChanged 33
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	Iteration 125Q: 3 clusters Score -8541686 nChanged 36
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	Iteration 126Q: 3 clusters Score -8541698 nChanged 35
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	Iteration 127Q: 3 clusters Score -8541698 nChanged 26
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	Iteration 128Q: 3 clusters Score -8541708 nChanged 28
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	Iteration 129Q: 3 clusters Score -8541720 nChanged 31
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	Iteration 130Q: 3 clusters Score -8541717 nChanged 22
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	Iteration 131Q: 3 clusters Score -8541706 nChanged 15
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	Iteration 132Q: 3 clusters Score -8541709 nChanged 17
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	Iteration 133Q: 3 clusters Score -8541710 nChanged 16
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	Iteration 134Q: 3 clusters Score -8541714 nChanged 16
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	Iteration 135Q: 3 clusters Score -8541707 nChanged 13
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	Iteration 136Q: 3 clusters Score -8541713 nChanged 14
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	Iteration 137Q: 3 clusters Score -8541710 nChanged 16
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	Iteration 138Q: 3 clusters Score -8541719 nChanged 15
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	Iteration 139Q: 3 clusters Score -8541720 nChanged 12
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	Iteration 140F: 3 clusters Score -8541728 nChanged 15
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	Iteration 141Q: 3 clusters Score -8541728 nChanged 7
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	Iteration 142Q: 3 clusters Score -8541726 nChanged 6
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8541735 nChanged 3
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	Iteration 144Q: 3 clusters Score -8541737 nChanged 6
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8541733 nChanged 8
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Score: -8541728.000000 Penalty: 3611.176758
	Iteration 146Q: 3 clusters Score -8541728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -8541727.000000 Penalty: 3611.176758
	Iteration 147Q: 3 clusters Score -8541727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -8541735.000000 Penalty: 3611.176758
	Iteration 148Q: 3 clusters Score -8541735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -8541727.000000 Penalty: 3611.176758
	Iteration 149Q: 3 clusters Score -8541727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -8541726.000000 Penalty: 3611.176758
	Iteration 150Q: 3 clusters Score -8541726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -8541731.000000 Penalty: 3611.176758
	Iteration 151Q: 3 clusters Score -8541731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -8541732.000000 Penalty: 3611.176758
	Iteration 152Q: 3 clusters Score -8541732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -8541729.000000 Penalty: 3611.176758
	Iteration 153Q: 3 clusters Score -8541729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -8541730.000000 Penalty: 3611.176758
	Iteration 154Q: 3 clusters Score -8541730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -8541734.000000 Penalty: 3611.176758
	Iteration 155Q: 3 clusters Score -8541734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -8541740.000000 Penalty: 3611.176758
	Iteration 156Q: 3 clusters Score -8541740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8541737.000000 Penalty: 3611.176758
	Iteration 157Q: 3 clusters Score -8541737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -8541733.000000 Penalty: 3611.176758
	Iteration 158Q: 3 clusters Score -8541733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -8541740.000000 Penalty: 3611.176758
	Iteration 159Q: 3 clusters Score -8541740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -8541744.000000 Penalty: 3611.176758
	Iteration 160F: 3 clusters Score -8541744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -8541739.000000 Penalty: 3611.176758
	Iteration 161Q: 3 clusters Score -8541739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -8541732.000000 Penalty: 3611.176758
	Iteration 162Q: 3 clusters Score -8541732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -8541724.000000 Penalty: 3611.176758
	Iteration 163Q: 3 clusters Score -8541724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -8541719.000000 Penalty: 3611.176758
	Iteration 164Q: 3 clusters Score -8541719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8541724.000000 Penalty: 3611.176758
	Iteration 165Q: 3 clusters Score -8541724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -8541719.000000 Penalty: 3611.176758
	Iteration 166Q: 3 clusters Score -8541719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -8541719.000000 Penalty: 3611.176758
	Iteration 167F: 3 clusters Score -8541719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Entering Unmasked Estep 
Score: -10218476.000000 Penalty: 1828.256104
	Iteration 0F: 2 clusters Score -1.021848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -10169412.000000 Penalty: 3656.512207
	Iteration 0F: 3 clusters Score -1.016941e+07 nChanged 36386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -10190402.000000 Penalty: 3656.512207
	Iteration 1F: 3 clusters Score -1.01904e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -10191322.000000 Penalty: 3656.512207
	Iteration 2Q: 3 clusters Score -1.019132e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -10192819.000000 Penalty: 3656.512207
	Iteration 3Q: 3 clusters Score -1.019282e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -10195751.000000 Penalty: 3656.512207
	Iteration 4F: 3 clusters Score -1.019575e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -10200950.000000 Penalty: 3656.512207
	Iteration 5F: 3 clusters Score -1.020095e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -10207479.000000 Penalty: 3656.512207
	Iteration 6F: 3 clusters Score -1.020748e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -10213045.000000 Penalty: 3656.512207
	Iteration 7F: 3 clusters Score -1.021304e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -10215788.000000 Penalty: 3656.512207
	Iteration 8Q: 3 clusters Score -1.021579e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -10216568.000000 Penalty: 3656.512207
	Iteration 9Q: 3 clusters Score -1.021657e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -10216747.000000 Penalty: 3656.512207
	Iteration 10Q: 3 clusters Score -1.021675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -10216816.000000 Penalty: 3656.512207
	Iteration 11Q: 3 clusters Score -1.021682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -10216855.000000 Penalty: 3656.512207
	Iteration 12Q: 3 clusters Score -1.021686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -10216875.000000 Penalty: 3656.512207
	Iteration 13Q: 3 clusters Score -1.021688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -10216881.000000 Penalty: 3656.512207
	Iteration 14Q: 3 clusters Score -1.021688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -10216888.000000 Penalty: 3656.512207
	Iteration 15Q: 3 clusters Score -1.021689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -10216888.000000 Penalty: 3656.512207
	Iteration 16F: 3 clusters Score -1.021689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Entering Unmasked Estep 
Score: -1146363.250000 Penalty: 1481.675903
	Iteration 0F: 2 clusters Score -1146363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1139764.125000 Penalty: 2963.351807
	Iteration 0F: 3 clusters Score -1139764 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1141884.000000 Penalty: 2963.351807
	Iteration 1F: 3 clusters Score -1141884 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1142161.625000 Penalty: 2963.351807
	Iteration 2F: 3 clusters Score -1142162 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1142410.375000 Penalty: 2963.351807
	Iteration 3F: 3 clusters Score -1142410 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1142598.625000 Penalty: 2963.351807
	Iteration 4Q: 3 clusters Score -1142599 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1142757.875000 Penalty: 2963.351807
	Iteration 5Q: 3 clusters Score -1142758 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1142913.125000 Penalty: 2963.351807
	Iteration 6Q: 3 clusters Score -1142913 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1143077.500000 Penalty: 2963.351807
	Iteration 7Q: 3 clusters Score -1143078 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1143245.625000 Penalty: 2963.351807
	Iteration 8Q: 3 clusters Score -1143246 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1143448.125000 Penalty: 2963.351807
	Iteration 9Q: 3 clusters Score -1143448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1143690.125000 Penalty: 2963.351807
	Iteration 10Q: 3 clusters Score -1143690 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1143982.125000 Penalty: 2963.351807
	Iteration 11Q: 3 clusters Score -1143982 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1144306.625000 Penalty: 2963.351807
	Iteration 12Q: 3 clusters Score -1144307 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1144717.500000 Penalty: 2963.351807
	Iteration 13Q: 3 clusters Score -1144718 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1145016.625000 Penalty: 2963.351807
	Iteration 14Q: 3 clusters Score -1145017 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1145164.125000 Penalty: 2963.351807
	Iteration 15Q: 3 clusters Score -1145164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1145221.375000 Penalty: 2963.351807
	Iteration 16Q: 3 clusters Score -1145221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1145263.625000 Penalty: 2963.351807
	Iteration 17Q: 3 clusters Score -1145264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1145288.750000 Penalty: 2963.351807
	Iteration 18Q: 3 clusters Score -1145289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1145306.875000 Penalty: 2963.351807
	Iteration 19Q: 3 clusters Score -1145307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1145312.250000 Penalty: 2963.351807
	Iteration 20F: 3 clusters Score -1145312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1145316.625000 Penalty: 2963.351807
	Iteration 21Q: 3 clusters Score -1145317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1145320.625000 Penalty: 2963.351807
	Iteration 22Q: 3 clusters Score -1145321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1145323.875000 Penalty: 2963.351807
	Iteration 23Q: 3 clusters Score -1145324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1145326.500000 Penalty: 2963.351807
	Iteration 24Q: 3 clusters Score -1145326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1145324.000000 Penalty: 2963.351807
	Iteration 25Q: 3 clusters Score -1145324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1145324.625000 Penalty: 2963.351807
	Iteration 26Q: 3 clusters Score -1145325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1145324.375000 Penalty: 2963.351807
	Iteration 27Q: 3 clusters Score -1145324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1145324.625000 Penalty: 2963.351807
	Iteration 28Q: 3 clusters Score -1145325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1145324.625000 Penalty: 2963.351807
	Iteration 29F: 3 clusters Score -1145325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Entering Unmasked Estep 
Score: -10907086.000000 Penalty: 1840.089478
	Iteration 0F: 2 clusters Score -1.090709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -10854287.000000 Penalty: 3680.178955
	Iteration 0F: 3 clusters Score -1.085429e+07 nChanged 39294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -10876878.000000 Penalty: 3680.178955
	Iteration 1F: 3 clusters Score -1.087688e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -10877365.000000 Penalty: 3680.178955
	Iteration 2Q: 3 clusters Score -1.087736e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -10877878.000000 Penalty: 3680.178955
	Iteration 3Q: 3 clusters Score -1.087788e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -10878519.000000 Penalty: 3680.178955
	Iteration 4Q: 3 clusters Score -1.087852e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -10879494.000000 Penalty: 3680.178955
	Iteration 5Q: 3 clusters Score -1.087949e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -10881068.000000 Penalty: 3680.178955
	Iteration 6Q: 3 clusters Score -1.088107e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -10883516.000000 Penalty: 3680.178955
	Iteration 7Q: 3 clusters Score -1.088352e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -10887038.000000 Penalty: 3680.178955
	Iteration 8F: 3 clusters Score -1.088704e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -10890948.000000 Penalty: 3680.178955
	Iteration 9F: 3 clusters Score -1.089095e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -10893972.000000 Penalty: 3680.178955
	Iteration 10F: 3 clusters Score -1.089397e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -10895846.000000 Penalty: 3680.178955
	Iteration 11Q: 3 clusters Score -1.089585e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -10896852.000000 Penalty: 3680.178955
	Iteration 12Q: 3 clusters Score -1.089685e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -10897463.000000 Penalty: 3680.178955
	Iteration 13Q: 3 clusters Score -1.089746e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -10897972.000000 Penalty: 3680.178955
	Iteration 14Q: 3 clusters Score -1.089797e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -10898507.000000 Penalty: 3680.178955
	Iteration 15Q: 3 clusters Score -1.089851e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -10899039.000000 Penalty: 3680.178955
	Iteration 16Q: 3 clusters Score -1.089904e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -10899622.000000 Penalty: 3680.178955
	Iteration 17Q: 3 clusters Score -1.089962e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -10900168.000000 Penalty: 3680.178955
	Iteration 18Q: 3 clusters Score -1.090017e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -10900710.000000 Penalty: 3680.178955
	Iteration 19Q: 3 clusters Score -1.090071e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -10901179.000000 Penalty: 3680.178955
	Iteration 20F: 3 clusters Score -1.090118e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -10901653.000000 Penalty: 3680.178955
	Iteration 21Q: 3 clusters Score -1.090165e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -10902188.000000 Penalty: 3680.178955
	Iteration 22Q: 3 clusters Score -1.090219e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10902689.000000 Penalty: 3680.178955
	Iteration 23Q: 3 clusters Score -1.090269e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10903157.000000 Penalty: 3680.178955
	Iteration 24Q: 3 clusters Score -1.090316e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -10903558.000000 Penalty: 3680.178955
	Iteration 25Q: 3 clusters Score -1.090356e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10904040.000000 Penalty: 3680.178955
	Iteration 26Q: 3 clusters Score -1.090404e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10904393.000000 Penalty: 3680.178955
	Iteration 27Q: 3 clusters Score -1.090439e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10904667.000000 Penalty: 3680.178955
	Iteration 28Q: 3 clusters Score -1.090467e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10904861.000000 Penalty: 3680.178955
	Iteration 29Q: 3 clusters Score -1.090486e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10905045.000000 Penalty: 3680.178955
	Iteration 30Q: 3 clusters Score -1.090504e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10905136.000000 Penalty: 3680.178955
	Iteration 31Q: 3 clusters Score -1.090514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10905205.000000 Penalty: 3680.178955
	Iteration 32Q: 3 clusters Score -1.09052e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10905255.000000 Penalty: 3680.178955
	Iteration 33Q: 3 clusters Score -1.090526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10905312.000000 Penalty: 3680.178955
	Iteration 34Q: 3 clusters Score -1.090531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10905326.000000 Penalty: 3680.178955
	Iteration 35Q: 3 clusters Score -1.090533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10905356.000000 Penalty: 3680.178955
	Iteration 36Q: 3 clusters Score -1.090536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10905368.000000 Penalty: 3680.178955
	Iteration 37Q: 3 clusters Score -1.090537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10905376.000000 Penalty: 3680.178955
	Iteration 38Q: 3 clusters Score -1.090538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10905379.000000 Penalty: 3680.178955
	Iteration 39Q: 3 clusters Score -1.090538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10905387.000000 Penalty: 3680.178955
	Iteration 40F: 3 clusters Score -1.090539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10905382.000000 Penalty: 3680.178955
	Iteration 41Q: 3 clusters Score -1.090538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10905379.000000 Penalty: 3680.178955
	Iteration 42Q: 3 clusters Score -1.090538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10905384.000000 Penalty: 3680.178955
	Iteration 43Q: 3 clusters Score -1.090538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10905398.000000 Penalty: 3680.178955
	Iteration 44Q: 3 clusters Score -1.09054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10905402.000000 Penalty: 3680.178955
	Iteration 45Q: 3 clusters Score -1.09054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10905412.000000 Penalty: 3680.178955
	Iteration 46Q: 3 clusters Score -1.090541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10905414.000000 Penalty: 3680.178955
	Iteration 47Q: 3 clusters Score -1.090541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10905418.000000 Penalty: 3680.178955
	Iteration 48Q: 3 clusters Score -1.090542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10905417.000000 Penalty: 3680.178955
	Iteration 49Q: 3 clusters Score -1.090542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10905430.000000 Penalty: 3680.178955
	Iteration 50Q: 3 clusters Score -1.090543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10905436.000000 Penalty: 3680.178955
	Iteration 51Q: 3 clusters Score -1.090544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10905442.000000 Penalty: 3680.178955
	Iteration 52Q: 3 clusters Score -1.090544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10905434.000000 Penalty: 3680.178955
	Iteration 53Q: 3 clusters Score -1.090543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10905432.000000 Penalty: 3680.178955
	Iteration 54Q: 3 clusters Score -1.090543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10905428.000000 Penalty: 3680.178955
	Iteration 55Q: 3 clusters Score -1.090543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10905431.000000 Penalty: 3680.178955
	Iteration 56Q: 3 clusters Score -1.090543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10905432.000000 Penalty: 3680.178955
	Iteration 57Q: 3 clusters Score -1.090543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10905435.000000 Penalty: 3680.178955
	Iteration 58Q: 3 clusters Score -1.090544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10905435.000000 Penalty: 3680.178955
	Iteration 59F: 3 clusters Score -1.090544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Entering Unmasked Estep 
Score: -3535425.750000 Penalty: 1663.114746
	Iteration 0F: 2 clusters Score -3535426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3516533.500000 Penalty: 3326.229492
	Iteration 0F: 3 clusters Score -3516534 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3523718.750000 Penalty: 3326.229492
	Iteration 1F: 3 clusters Score -3523719 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3524167.500000 Penalty: 3326.229492
	Iteration 2Q: 3 clusters Score -3524168 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3524688.000000 Penalty: 3326.229492
	Iteration 3Q: 3 clusters Score -3524688 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3525297.500000 Penalty: 3326.229492
	Iteration 4Q: 3 clusters Score -3525298 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3525998.250000 Penalty: 3326.229492
	Iteration 5F: 3 clusters Score -3525998 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3526756.500000 Penalty: 3326.229492
	Iteration 6F: 3 clusters Score -3526756 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3527771.750000 Penalty: 3326.229492
	Iteration 7F: 3 clusters Score -3527772 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3528975.750000 Penalty: 3326.229492
	Iteration 8F: 3 clusters Score -3528976 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3530214.500000 Penalty: 3326.229492
	Iteration 9F: 3 clusters Score -3530214 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3531260.250000 Penalty: 3326.229492
	Iteration 10F: 3 clusters Score -3531260 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3531943.500000 Penalty: 3326.229492
	Iteration 11Q: 3 clusters Score -3531944 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3532347.000000 Penalty: 3326.229492
	Iteration 12Q: 3 clusters Score -3532347 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3532586.250000 Penalty: 3326.229492
	Iteration 13Q: 3 clusters Score -3532586 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3532727.750000 Penalty: 3326.229492
	Iteration 14Q: 3 clusters Score -3532728 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3532828.000000 Penalty: 3326.229492
	Iteration 15Q: 3 clusters Score -3532828 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3532888.250000 Penalty: 3326.229492
	Iteration 16Q: 3 clusters Score -3532888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3532924.000000 Penalty: 3326.229492
	Iteration 17Q: 3 clusters Score -3532924 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3532962.750000 Penalty: 3326.229492
	Iteration 18Q: 3 clusters Score -3532963 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3532990.500000 Penalty: 3326.229492
	Iteration 19Q: 3 clusters Score -3532990 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3533020.000000 Penalty: 3326.229492
	Iteration 20F: 3 clusters Score -3533020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3533035.250000 Penalty: 3326.229492
	Iteration 21Q: 3 clusters Score -3533035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3533057.500000 Penalty: 3326.229492
	Iteration 22Q: 3 clusters Score -3533058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3533072.000000 Penalty: 3326.229492
	Iteration 23Q: 3 clusters Score -3533072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3533084.250000 Penalty: 3326.229492
	Iteration 24Q: 3 clusters Score -3533084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3533103.750000 Penalty: 3326.229492
	Iteration 25Q: 3 clusters Score -3533104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3533115.500000 Penalty: 3326.229492
	Iteration 26Q: 3 clusters Score -3533116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3533115.500000 Penalty: 3326.229492
	Iteration 27Q: 3 clusters Score -3533116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3533112.250000 Penalty: 3326.229492
	Iteration 28Q: 3 clusters Score -3533112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3533134.250000 Penalty: 3326.229492
	Iteration 29Q: 3 clusters Score -3533134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3533135.500000 Penalty: 3326.229492
	Iteration 30Q: 3 clusters Score -3533136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3533153.000000 Penalty: 3326.229492
	Iteration 31Q: 3 clusters Score -3533153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3533158.250000 Penalty: 3326.229492
	Iteration 32Q: 3 clusters Score -3533158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3533163.250000 Penalty: 3326.229492
	Iteration 33Q: 3 clusters Score -3533163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3533189.250000 Penalty: 3326.229492
	Iteration 34Q: 3 clusters Score -3533189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3533196.750000 Penalty: 3326.229492
	Iteration 35Q: 3 clusters Score -3533197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3533204.500000 Penalty: 3326.229492
	Iteration 36Q: 3 clusters Score -3533204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3533193.750000 Penalty: 3326.229492
	Iteration 37Q: 3 clusters Score -3533194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3533215.500000 Penalty: 3326.229492
	Iteration 38Q: 3 clusters Score -3533216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3533228.000000 Penalty: 3326.229492
	Iteration 39Q: 3 clusters Score -3533228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3533236.750000 Penalty: 3326.229492
	Iteration 40F: 3 clusters Score -3533237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3533250.250000 Penalty: 3326.229492
	Iteration 41Q: 3 clusters Score -3533250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3533264.750000 Penalty: 3326.229492
	Iteration 42Q: 3 clusters Score -3533265 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3533267.500000 Penalty: 3326.229492
	Iteration 43Q: 3 clusters Score -3533268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3533266.000000 Penalty: 3326.229492
	Iteration 44Q: 3 clusters Score -3533266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3533271.500000 Penalty: 3326.229492
	Iteration 45Q: 3 clusters Score -3533272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3533276.500000 Penalty: 3326.229492
	Iteration 46Q: 3 clusters Score -3533276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3533271.750000 Penalty: 3326.229492
	Iteration 47Q: 3 clusters Score -3533272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3533275.000000 Penalty: 3326.229492
	Iteration 48Q: 3 clusters Score -3533275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3533275.250000 Penalty: 3326.229492
	Iteration 49Q: 3 clusters Score -3533275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3533286.000000 Penalty: 3326.229492
	Iteration 50Q: 3 clusters Score -3533286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3533284.250000 Penalty: 3326.229492
	Iteration 51Q: 3 clusters Score -3533284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3533304.500000 Penalty: 3326.229492
	Iteration 52Q: 3 clusters Score -3533304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3533306.000000 Penalty: 3326.229492
	Iteration 53Q: 3 clusters Score -3533306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3533317.500000 Penalty: 3326.229492
	Iteration 54Q: 3 clusters Score -3533318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3533315.500000 Penalty: 3326.229492
	Iteration 55Q: 3 clusters Score -3533316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3533315.250000 Penalty: 3326.229492
	Iteration 56Q: 3 clusters Score -3533315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3533323.500000 Penalty: 3326.229492
	Iteration 57Q: 3 clusters Score -3533324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3533311.250000 Penalty: 3326.229492
	Iteration 58Q: 3 clusters Score -3533311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3533311.000000 Penalty: 3326.229492
	Iteration 59Q: 3 clusters Score -3533311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3533315.500000 Penalty: 3326.229492
	Iteration 60F: 3 clusters Score -3533316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3533326.000000 Penalty: 3326.229492
	Iteration 61Q: 3 clusters Score -3533326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3533339.750000 Penalty: 3326.229492
	Iteration 62Q: 3 clusters Score -3533340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3533343.000000 Penalty: 3326.229492
	Iteration 63Q: 3 clusters Score -3533343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3533344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3533352.500000 Penalty: 3326.229492
	Iteration 65Q: 3 clusters Score -3533352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3533357.750000 Penalty: 3326.229492
	Iteration 66Q: 3 clusters Score -3533358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3533367.250000 Penalty: 3326.229492
	Iteration 67Q: 3 clusters Score -3533367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3533355.250000 Penalty: 3326.229492
	Iteration 68Q: 3 clusters Score -3533355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3533359.000000 Penalty: 3326.229492
	Iteration 69Q: 3 clusters Score -3533359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3533367.250000 Penalty: 3326.229492
	Iteration 70Q: 3 clusters Score -3533367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3533372.000000 Penalty: 3326.229492
	Iteration 71Q: 3 clusters Score -3533372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3533382.250000 Penalty: 3326.229492
	Iteration 72Q: 3 clusters Score -3533382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3533389.750000 Penalty: 3326.229492
	Iteration 73Q: 3 clusters Score -3533390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3533395.250000 Penalty: 3326.229492
	Iteration 74Q: 3 clusters Score -3533395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3533392.250000 Penalty: 3326.229492
	Iteration 75Q: 3 clusters Score -3533392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3533392.750000 Penalty: 3326.229492
	Iteration 76Q: 3 clusters Score -3533393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3533391.000000 Penalty: 3326.229492
	Iteration 77Q: 3 clusters Score -3533391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3533390.000000 Penalty: 3326.229492
	Iteration 78Q: 3 clusters Score -3533390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3533395.750000 Penalty: 3326.229492
	Iteration 79Q: 3 clusters Score -3533396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3533399.000000 Penalty: 3326.229492
	Iteration 80F: 3 clusters Score -3533399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3533397.250000 Penalty: 3326.229492
	Iteration 81Q: 3 clusters Score -3533397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3533404.500000 Penalty: 3326.229492
	Iteration 82Q: 3 clusters Score -3533404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3533406.000000 Penalty: 3326.229492
	Iteration 83Q: 3 clusters Score -3533406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3533400.000000 Penalty: 3326.229492
	Iteration 84Q: 3 clusters Score -3533400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3533401.000000 Penalty: 3326.229492
	Iteration 85Q: 3 clusters Score -3533401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3533402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3533407.500000 Penalty: 3326.229492
	Iteration 87Q: 3 clusters Score -3533408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3533402.000000 Penalty: 3326.229492
	Iteration 88Q: 3 clusters Score -3533402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3533399.750000 Penalty: 3326.229492
	Iteration 89Q: 3 clusters Score -3533400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3533410.500000 Penalty: 3326.229492
	Iteration 90Q: 3 clusters Score -3533410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3533410.500000 Penalty: 3326.229492
	Iteration 91Q: 3 clusters Score -3533410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3533412.750000 Penalty: 3326.229492
	Iteration 92Q: 3 clusters Score -3533413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3533426.000000 Penalty: 3326.229492
	Iteration 93Q: 3 clusters Score -3533426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3533432.250000 Penalty: 3326.229492
	Iteration 94Q: 3 clusters Score -3533432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3533434.500000 Penalty: 3326.229492
	Iteration 95Q: 3 clusters Score -3533434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3533437.000000 Penalty: 3326.229492
	Iteration 96Q: 3 clusters Score -3533437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3533441.250000 Penalty: 3326.229492
	Iteration 97Q: 3 clusters Score -3533441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3533439.250000 Penalty: 3326.229492
	Iteration 98Q: 3 clusters Score -3533439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3533440.500000 Penalty: 3326.229492
	Iteration 99Q: 3 clusters Score -3533440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3533453.000000 Penalty: 3326.229492
	Iteration 100F: 3 clusters Score -3533453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3533458.250000 Penalty: 3326.229492
	Iteration 101Q: 3 clusters Score -3533458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3533457.250000 Penalty: 3326.229492
	Iteration 102Q: 3 clusters Score -3533457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3533461.250000 Penalty: 3326.229492
	Iteration 103Q: 3 clusters Score -3533461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3533460.250000 Penalty: 3326.229492
	Iteration 104Q: 3 clusters Score -3533460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3533458.000000 Penalty: 3326.229492
	Iteration 105Q: 3 clusters Score -3533458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3533462.250000 Penalty: 3326.229492
	Iteration 106Q: 3 clusters Score -3533462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3533474.000000 Penalty: 3326.229492
	Iteration 107Q: 3 clusters Score -3533474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3533485.250000 Penalty: 3326.229492
	Iteration 108Q: 3 clusters Score -3533485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3533480.750000 Penalty: 3326.229492
	Iteration 109Q: 3 clusters Score -3533481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3533491.500000 Penalty: 3326.229492
	Iteration 110Q: 3 clusters Score -3533492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3533503.500000 Penalty: 3326.229492
	Iteration 111Q: 3 clusters Score -3533504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3533508.500000 Penalty: 3326.229492
	Iteration 112Q: 3 clusters Score -3533508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3533510.250000 Penalty: 3326.229492
	Iteration 113Q: 3 clusters Score -3533510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3533507.250000 Penalty: 3326.229492
	Iteration 114Q: 3 clusters Score -3533507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3533525.500000 Penalty: 3326.229492
	Iteration 115Q: 3 clusters Score -3533526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3533533.000000 Penalty: 3326.229492
	Iteration 116Q: 3 clusters Score -3533533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3533529.500000 Penalty: 3326.229492
	Iteration 117Q: 3 clusters Score -3533530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3533531.250000 Penalty: 3326.229492
	Iteration 118Q: 3 clusters Score -3533531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3533550.500000 Penalty: 3326.229492
	Iteration 119Q: 3 clusters Score -3533550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3533560.250000 Penalty: 3326.229492
	Iteration 120F: 3 clusters Score -3533560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3533568.000000 Penalty: 3326.229492
	Iteration 121Q: 3 clusters Score -3533568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3533576.000000 Penalty: 3326.229492
	Iteration 122Q: 3 clusters Score -3533576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3533584.750000 Penalty: 3326.229492
	Iteration 123Q: 3 clusters Score -3533585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3533591.500000 Penalty: 3326.229492
	Iteration 124Q: 3 clusters Score -3533592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3533603.750000 Penalty: 3326.229492
	Iteration 125Q: 3 clusters Score -3533604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3533613.500000 Penalty: 3326.229492
	Iteration 126Q: 3 clusters Score -3533614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3533622.750000 Penalty: 3326.229492
	Iteration 127Q: 3 clusters Score -3533623 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3533641.500000 Penalty: 3326.229492
	Iteration 128Q: 3 clusters Score -3533642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3533669.250000 Penalty: 3326.229492
	Iteration 129Q: 3 clusters Score -3533669 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3533688.250000 Penalty: 3326.229492
	Iteration 130Q: 3 clusters Score -3533688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3533711.750000 Penalty: 3326.229492
	Iteration 131Q: 3 clusters Score -3533712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3533726.000000 Penalty: 3326.229492
	Iteration 132Q: 3 clusters Score -3533726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3533740.500000 Penalty: 3326.229492
	Iteration 133Q: 3 clusters Score -3533740 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3533782.250000 Penalty: 3326.229492
	Iteration 134Q: 3 clusters Score -3533782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3533793.250000 Penalty: 3326.229492
	Iteration 135Q: 3 clusters Score -3533793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3533813.750000 Penalty: 3326.229492
	Iteration 136Q: 3 clusters Score -3533814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3533827.000000 Penalty: 3326.229492
	Iteration 137Q: 3 clusters Score -3533827 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3533852.750000 Penalty: 3326.229492
	Iteration 138Q: 3 clusters Score -3533853 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3533873.250000 Penalty: 3326.229492
	Iteration 139Q: 3 clusters Score -3533873 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3533892.500000 Penalty: 3326.229492
	Iteration 140F: 3 clusters Score -3533892 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3533923.000000 Penalty: 3326.229492
	Iteration 141Q: 3 clusters Score -3533923 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3533935.750000 Penalty: 3326.229492
	Iteration 142Q: 3 clusters Score -3533936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3533966.250000 Penalty: 3326.229492
	Iteration 143Q: 3 clusters Score -3533966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3533981.250000 Penalty: 3326.229492
	Iteration 144Q: 3 clusters Score -3533981 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3534007.500000 Penalty: 3326.229492
	Iteration 145Q: 3 clusters Score -3534008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3534030.000000 Penalty: 3326.229492
	Iteration 146Q: 3 clusters Score -3534030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3534056.750000 Penalty: 3326.229492
	Iteration 147Q: 3 clusters Score -3534057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3534061.250000 Penalty: 3326.229492
	Iteration 148Q: 3 clusters Score -3534061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3534083.250000 Penalty: 3326.229492
	Iteration 149Q: 3 clusters Score -3534083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3534097.500000 Penalty: 3326.229492
	Iteration 150Q: 3 clusters Score -3534098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3534118.250000 Penalty: 3326.229492
	Iteration 151Q: 3 clusters Score -3534118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3534142.000000 Penalty: 3326.229492
	Iteration 152Q: 3 clusters Score -3534142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3534169.750000 Penalty: 3326.229492
	Iteration 153Q: 3 clusters Score -3534170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3534194.000000 Penalty: 3326.229492
	Iteration 154Q: 3 clusters Score -3534194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3534218.000000 Penalty: 3326.229492
	Iteration 155Q: 3 clusters Score -3534218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3534243.250000 Penalty: 3326.229492
	Iteration 156Q: 3 clusters Score -3534243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3534260.500000 Penalty: 3326.229492
	Iteration 157Q: 3 clusters Score -3534260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3534271.750000 Penalty: 3326.229492
	Iteration 158Q: 3 clusters Score -3534272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3534294.250000 Penalty: 3326.229492
	Iteration 159Q: 3 clusters Score -3534294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3534291.000000 Penalty: 3326.229492
	Iteration 160F: 3 clusters Score -3534291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3534297.000000 Penalty: 3326.229492
	Iteration 161Q: 3 clusters Score -3534297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3534302.250000 Penalty: 3326.229492
	Iteration 162Q: 3 clusters Score -3534302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3534308.000000 Penalty: 3326.229492
	Iteration 163Q: 3 clusters Score -3534308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3534319.250000 Penalty: 3326.229492
	Iteration 164Q: 3 clusters Score -3534319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3534322.000000 Penalty: 3326.229492
	Iteration 165Q: 3 clusters Score -3534322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3534319.250000 Penalty: 3326.229492
	Iteration 166Q: 3 clusters Score -3534319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3534328.250000 Penalty: 3326.229492
	Iteration 167Q: 3 clusters Score -3534328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3534336.750000 Penalty: 3326.229492
	Iteration 168Q: 3 clusters Score -3534337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3534347.750000 Penalty: 3326.229492
	Iteration 169Q: 3 clusters Score -3534348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3534342.500000 Penalty: 3326.229492
	Iteration 170Q: 3 clusters Score -3534342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3534347.750000 Penalty: 3326.229492
	Iteration 171Q: 3 clusters Score -3534348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3534356.250000 Penalty: 3326.229492
	Iteration 172Q: 3 clusters Score -3534356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3534355.500000 Penalty: 3326.229492
	Iteration 173Q: 3 clusters Score -3534356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3534356.500000 Penalty: 3326.229492
	Iteration 174Q: 3 clusters Score -3534356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3534360.500000 Penalty: 3326.229492
	Iteration 175Q: 3 clusters Score -3534360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3534355.500000 Penalty: 3326.229492
	Iteration 176Q: 3 clusters Score -3534356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3534362.000000 Penalty: 3326.229492
	Iteration 177Q: 3 clusters Score -3534362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3534366.000000 Penalty: 3326.229492
	Iteration 178Q: 3 clusters Score -3534366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3534368.000000 Penalty: 3326.229492
	Iteration 179Q: 3 clusters Score -3534368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3534371.000000 Penalty: 3326.229492
	Iteration 180F: 3 clusters Score -3534371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3534368.250000 Penalty: 3326.229492
	Iteration 181Q: 3 clusters Score -3534368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3534366.000000 Penalty: 3326.229492
	Iteration 182Q: 3 clusters Score -3534366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3534366.000000 Penalty: 3326.229492
	Iteration 183Q: 3 clusters Score -3534366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3534365.750000 Penalty: 3326.229492
	Iteration 184Q: 3 clusters Score -3534366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3534365.750000 Penalty: 3326.229492
	Iteration 185F: 3 clusters Score -3534366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -669599.750000 Penalty: 1401.994873
	Iteration 0F: 2 clusters Score -669599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -665257.312500 Penalty: 2803.989746
	Iteration 0F: 3 clusters Score -665257.3 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -666567.062500 Penalty: 2803.989746
	Iteration 1F: 3 clusters Score -666567.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -666776.250000 Penalty: 2803.989746
	Iteration 2F: 3 clusters Score -666776.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -666928.375000 Penalty: 2803.989746
	Iteration 3F: 3 clusters Score -666928.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -667058.000000 Penalty: 2803.989746
	Iteration 4Q: 3 clusters Score -667058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -667178.000000 Penalty: 2803.989746
	Iteration 5Q: 3 clusters Score -667178 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -667280.562500 Penalty: 2803.989746
	Iteration 6Q: 3 clusters Score -667280.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -667381.000000 Penalty: 2803.989746
	Iteration 7Q: 3 clusters Score -667381 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -667466.250000 Penalty: 2803.989746
	Iteration 8Q: 3 clusters Score -667466.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -667547.937500 Penalty: 2803.989746
	Iteration 9Q: 3 clusters Score -667547.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -667623.000000 Penalty: 2803.989746
	Iteration 10Q: 3 clusters Score -667623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -667730.937500 Penalty: 2803.989746
	Iteration 11Q: 3 clusters Score -667730.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -667843.625000 Penalty: 2803.989746
	Iteration 12Q: 3 clusters Score -667843.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -667952.812500 Penalty: 2803.989746
	Iteration 13Q: 3 clusters Score -667952.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -668070.187500 Penalty: 2803.989746
	Iteration 14Q: 3 clusters Score -668070.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -668198.875000 Penalty: 2803.989746
	Iteration 15Q: 3 clusters Score -668198.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -668328.437500 Penalty: 2803.989746
	Iteration 16Q: 3 clusters Score -668328.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -668429.875000 Penalty: 2803.989746
	Iteration 17Q: 3 clusters Score -668429.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -668500.687500 Penalty: 2803.989746
	Iteration 18Q: 3 clusters Score -668500.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -668537.937500 Penalty: 2803.989746
	Iteration 19Q: 3 clusters Score -668537.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -668565.875000 Penalty: 2803.989746
	Iteration 20F: 3 clusters Score -668565.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -668594.125000 Penalty: 2803.989746
	Iteration 21Q: 3 clusters Score -668594.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -668619.375000 Penalty: 2803.989746
	Iteration 22Q: 3 clusters Score -668619.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -668639.500000 Penalty: 2803.989746
	Iteration 23Q: 3 clusters Score -668639.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -668660.125000 Penalty: 2803.989746
	Iteration 24Q: 3 clusters Score -668660.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -668684.250000 Penalty: 2803.989746
	Iteration 25Q: 3 clusters Score -668684.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -668716.125000 Penalty: 2803.989746
	Iteration 26Q: 3 clusters Score -668716.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -668741.562500 Penalty: 2803.989746
	Iteration 27Q: 3 clusters Score -668741.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -668758.875000 Penalty: 2803.989746
	Iteration 28Q: 3 clusters Score -668758.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -668767.500000 Penalty: 2803.989746
	Iteration 29Q: 3 clusters Score -668767.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -668778.500000 Penalty: 2803.989746
	Iteration 30Q: 3 clusters Score -668778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -668782.375000 Penalty: 2803.989746
	Iteration 31Q: 3 clusters Score -668782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -668784.000000 Penalty: 2803.989746
	Iteration 32Q: 3 clusters Score -668784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -668788.812500 Penalty: 2803.989746
	Iteration 33Q: 3 clusters Score -668788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -668794.250000 Penalty: 2803.989746
	Iteration 34Q: 3 clusters Score -668794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -668800.625000 Penalty: 2803.989746
	Iteration 35Q: 3 clusters Score -668800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -668811.312500 Penalty: 2803.989746
	Iteration 36Q: 3 clusters Score -668811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -668813.500000 Penalty: 2803.989746
	Iteration 37Q: 3 clusters Score -668813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -668814.500000 Penalty: 2803.989746
	Iteration 38Q: 3 clusters Score -668814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -668815.000000 Penalty: 2803.989746
	Iteration 39Q: 3 clusters Score -668815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -668815.312500 Penalty: 2803.989746
	Iteration 40F: 3 clusters Score -668815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -668817.937500 Penalty: 2803.989746
	Iteration 41Q: 3 clusters Score -668817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -668817.750000 Penalty: 2803.989746
	Iteration 42Q: 3 clusters Score -668817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -668818.125000 Penalty: 2803.989746
	Iteration 43Q: 3 clusters Score -668818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -668818.125000 Penalty: 2803.989746
	Iteration 44F: 3 clusters Score -668818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Entering Unmasked Estep 
Score: -1838380.875000 Penalty: 1551.136475
	Iteration 0F: 2 clusters Score -1838381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1828697.125000 Penalty: 3102.272949
	Iteration 0F: 3 clusters Score -1828697 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1831838.625000 Penalty: 3102.272949
	Iteration 1F: 3 clusters Score -1831839 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1832097.000000 Penalty: 3102.272949
	Iteration 2F: 3 clusters Score -1832097 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1832310 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1832495 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1832721 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1832978 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1833277 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1833599 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1833955.875000 Penalty: 3102.272949
	Iteration 9Q: 3 clusters Score -1833956 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1834389 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1834951.000000 Penalty: 3102.272949
	Iteration 11F: 3 clusters Score -1834951 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1835481.625000 Penalty: 3102.272949
	Iteration 12F: 3 clusters Score -1835482 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1835850 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1836083 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1836244 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1836372 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1836508 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1836609.500000 Penalty: 3102.272949
	Iteration 18Q: 3 clusters Score -1836610 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1836681 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1836737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1836777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1836814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1836836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1836864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1836903.250000 Penalty: 3102.272949
	Iteration 25Q: 3 clusters Score -1836903 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1836929.750000 Penalty: 3102.272949
	Iteration 26Q: 3 clusters Score -1836930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1836946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1836966 nChanged 64
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Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1836982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1836983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1836996 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1837005 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1837018.875000 Penalty: 3102.272949
	Iteration 33Q: 3 clusters Score -1837019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1837028 nChanged 54
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Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1837037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1837050 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1837056 nChanged 47
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Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2440 members 
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	Iteration 38Q: 3 clusters Score -1837070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1837081.375000 Penalty: 3102.272949
	Iteration 39Q: 3 clusters Score -1837081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1837092.625000 Penalty: 3102.272949
	Iteration 40F: 3 clusters Score -1837093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1837102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1837113.125000 Penalty: 3102.272949
	Iteration 42Q: 3 clusters Score -1837113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1837123.875000 Penalty: 3102.272949
	Iteration 43Q: 3 clusters Score -1837124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1837128.875000 Penalty: 3102.272949
	Iteration 44Q: 3 clusters Score -1837129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1837142.500000 Penalty: 3102.272949
	Iteration 45Q: 3 clusters Score -1837142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1837149.250000 Penalty: 3102.272949
	Iteration 46Q: 3 clusters Score -1837149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1837148.125000 Penalty: 3102.272949
	Iteration 47Q: 3 clusters Score -1837148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1837154.625000 Penalty: 3102.272949
	Iteration 48Q: 3 clusters Score -1837155 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2040 members 
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	Iteration 49Q: 3 clusters Score -1837156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1837165.125000 Penalty: 3102.272949
	Iteration 50Q: 3 clusters Score -1837165 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1837166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1837177.000000 Penalty: 3102.272949
	Iteration 52Q: 3 clusters Score -1837177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1837182.375000 Penalty: 3102.272949
	Iteration 53Q: 3 clusters Score -1837182 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1837186.250000 Penalty: 3102.272949
	Iteration 54Q: 3 clusters Score -1837186 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1837192.250000 Penalty: 3102.272949
	Iteration 55Q: 3 clusters Score -1837192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1837195.000000 Penalty: 3102.272949
	Iteration 56Q: 3 clusters Score -1837195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1837196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1837199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1837204.750000 Penalty: 3102.272949
	Iteration 59Q: 3 clusters Score -1837205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1837205.000000 Penalty: 3102.272949
	Iteration 60F: 3 clusters Score -1837205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1837206.125000 Penalty: 3102.272949
	Iteration 61Q: 3 clusters Score -1837206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1837204.625000 Penalty: 3102.272949
	Iteration 62Q: 3 clusters Score -1837205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1837208.375000 Penalty: 3102.272949
	Iteration 63Q: 3 clusters Score -1837208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1837210.125000 Penalty: 3102.272949
	Iteration 64Q: 3 clusters Score -1837210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1837213.250000 Penalty: 3102.272949
	Iteration 65Q: 3 clusters Score -1837213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1837211.250000 Penalty: 3102.272949
	Iteration 66Q: 3 clusters Score -1837211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1837211 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1837214.500000 Penalty: 3102.272949
	Iteration 68Q: 3 clusters Score -1837214 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1837214 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1837213.750000 Penalty: 3102.272949
	Iteration 70Q: 3 clusters Score -1837214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1837218.750000 Penalty: 3102.272949
	Iteration 71Q: 3 clusters Score -1837219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1837218.125000 Penalty: 3102.272949
	Iteration 72Q: 3 clusters Score -1837218 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1837219.375000 Penalty: 3102.272949
	Iteration 73Q: 3 clusters Score -1837219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1837220.625000 Penalty: 3102.272949
	Iteration 74Q: 3 clusters Score -1837221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1837226.125000 Penalty: 3102.272949
	Iteration 75Q: 3 clusters Score -1837226 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1837228.875000 Penalty: 3102.272949
	Iteration 76Q: 3 clusters Score -1837229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1837234.875000 Penalty: 3102.272949
	Iteration 77Q: 3 clusters Score -1837235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1837240.000000 Penalty: 3102.272949
	Iteration 78Q: 3 clusters Score -1837240 nChanged 19
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Mstep: Class 1 contains 12330 members 
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Entering Unmasked Estep 
Score: -1837243.250000 Penalty: 3102.272949
	Iteration 79Q: 3 clusters Score -1837243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1837248.375000 Penalty: 3102.272949
	Iteration 80F: 3 clusters Score -1837248 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1837249.375000 Penalty: 3102.272949
	Iteration 81Q: 3 clusters Score -1837249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1837253.750000 Penalty: 3102.272949
	Iteration 82Q: 3 clusters Score -1837254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1837254.500000 Penalty: 3102.272949
	Iteration 83Q: 3 clusters Score -1837254 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1837258.750000 Penalty: 3102.272949
	Iteration 84Q: 3 clusters Score -1837259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1837261.625000 Penalty: 3102.272949
	Iteration 85Q: 3 clusters Score -1837262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1837264.500000 Penalty: 3102.272949
	Iteration 86Q: 3 clusters Score -1837264 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1837261 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12437 members 
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Entering Unmasked Estep 
Score: -1837263.375000 Penalty: 3102.272949
	Iteration 88Q: 3 clusters Score -1837263 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12441 members 
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Score: -1837265.125000 Penalty: 3102.272949
	Iteration 89Q: 3 clusters Score -1837265 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1837266 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1837263.875000 Penalty: 3102.272949
	Iteration 91Q: 3 clusters Score -1837264 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1837268.000000 Penalty: 3102.272949
	Iteration 92Q: 3 clusters Score -1837268 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12451 members 
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Score: -1837270.000000 Penalty: 3102.272949
	Iteration 93Q: 3 clusters Score -1837270 nChanged 2
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Mstep: Class 1 contains 12453 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1837265 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1837266.875000 Penalty: 3102.272949
	Iteration 95Q: 3 clusters Score -1837267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1837268.250000 Penalty: 3102.272949
	Iteration 96Q: 3 clusters Score -1837268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1837269.375000 Penalty: 3102.272949
	Iteration 97Q: 3 clusters Score -1837269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1837269.375000 Penalty: 3102.272949
	Iteration 98F: 3 clusters Score -1837269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -635942.125000 Penalty: 1390.292114
	Iteration 0F: 2 clusters Score -635942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -631853.562500 Penalty: 2780.584229
	Iteration 0F: 3 clusters Score -631853.6 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -632976.750000 Penalty: 2780.584229
	Iteration 1F: 3 clusters Score -632976.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -633174.500000 Penalty: 2780.584229
	Iteration 2F: 3 clusters Score -633174.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -633322.562500 Penalty: 2780.584229
	Iteration 3F: 3 clusters Score -633322.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -633442.000000 Penalty: 2780.584229
	Iteration 4Q: 3 clusters Score -633442 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -633548.875000 Penalty: 2780.584229
	Iteration 5Q: 3 clusters Score -633548.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -633625.000000 Penalty: 2780.584229
	Iteration 6Q: 3 clusters Score -633625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -633695.750000 Penalty: 2780.584229
	Iteration 7Q: 3 clusters Score -633695.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -633756.250000 Penalty: 2780.584229
	Iteration 8Q: 3 clusters Score -633756.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -633812.875000 Penalty: 2780.584229
	Iteration 9Q: 3 clusters Score -633812.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -633856.750000 Penalty: 2780.584229
	Iteration 10Q: 3 clusters Score -633856.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -633895.500000 Penalty: 2780.584229
	Iteration 11Q: 3 clusters Score -633895.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -633932.687500 Penalty: 2780.584229
	Iteration 12Q: 3 clusters Score -633932.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -633964.937500 Penalty: 2780.584229
	Iteration 13Q: 3 clusters Score -633964.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -634000.312500 Penalty: 2780.584229
	Iteration 14Q: 3 clusters Score -634000.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -634036.812500 Penalty: 2780.584229
	Iteration 15Q: 3 clusters Score -634036.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -634065.875000 Penalty: 2780.584229
	Iteration 16Q: 3 clusters Score -634065.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -634084.187500 Penalty: 2780.584229
	Iteration 17Q: 3 clusters Score -634084.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -634101.250000 Penalty: 2780.584229
	Iteration 18Q: 3 clusters Score -634101.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -634117.437500 Penalty: 2780.584229
	Iteration 19Q: 3 clusters Score -634117.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -634133.250000 Penalty: 2780.584229
	Iteration 20F: 3 clusters Score -634133.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -634146.562500 Penalty: 2780.584229
	Iteration 21Q: 3 clusters Score -634146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -634155.500000 Penalty: 2780.584229
	Iteration 22Q: 3 clusters Score -634155.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -634169.312500 Penalty: 2780.584229
	Iteration 23Q: 3 clusters Score -634169.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -634184.062500 Penalty: 2780.584229
	Iteration 24Q: 3 clusters Score -634184.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -634194.750000 Penalty: 2780.584229
	Iteration 25Q: 3 clusters Score -634194.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -634204.312500 Penalty: 2780.584229
	Iteration 26Q: 3 clusters Score -634204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -634212.562500 Penalty: 2780.584229
	Iteration 27Q: 3 clusters Score -634212.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -634220.562500 Penalty: 2780.584229
	Iteration 28Q: 3 clusters Score -634220.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -634232.437500 Penalty: 2780.584229
	Iteration 29Q: 3 clusters Score -634232.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -634241.437500 Penalty: 2780.584229
	Iteration 30Q: 3 clusters Score -634241.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -634253.312500 Penalty: 2780.584229
	Iteration 31Q: 3 clusters Score -634253.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -634266.375000 Penalty: 2780.584229
	Iteration 32Q: 3 clusters Score -634266.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -634281.750000 Penalty: 2780.584229
	Iteration 33Q: 3 clusters Score -634281.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -634294.687500 Penalty: 2780.584229
	Iteration 34Q: 3 clusters Score -634294.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -634304.187500 Penalty: 2780.584229
	Iteration 35Q: 3 clusters Score -634304.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -634314.437500 Penalty: 2780.584229
	Iteration 36Q: 3 clusters Score -634314.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -634321.437500 Penalty: 2780.584229
	Iteration 37Q: 3 clusters Score -634321.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -634330.250000 Penalty: 2780.584229
	Iteration 38Q: 3 clusters Score -634330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -634336.062500 Penalty: 2780.584229
	Iteration 39Q: 3 clusters Score -634336.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -634345.187500 Penalty: 2780.584229
	Iteration 40F: 3 clusters Score -634345.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -634351.750000 Penalty: 2780.584229
	Iteration 41Q: 3 clusters Score -634351.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -634360.187500 Penalty: 2780.584229
	Iteration 42Q: 3 clusters Score -634360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -634377.500000 Penalty: 2780.584229
	Iteration 43Q: 3 clusters Score -634377.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -634405.187500 Penalty: 2780.584229
	Iteration 44Q: 3 clusters Score -634405.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -634449.437500 Penalty: 2780.584229
	Iteration 45Q: 3 clusters Score -634449.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -634512.375000 Penalty: 2780.584229
	Iteration 46Q: 3 clusters Score -634512.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -634609.250000 Penalty: 2780.584229
	Iteration 47Q: 3 clusters Score -634609.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -634688.937500 Penalty: 2780.584229
	Iteration 48Q: 3 clusters Score -634688.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -634751.312500 Penalty: 2780.584229
	Iteration 49Q: 3 clusters Score -634751.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -634781.750000 Penalty: 2780.584229
	Iteration 50Q: 3 clusters Score -634781.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -634798.562500 Penalty: 2780.584229
	Iteration 51Q: 3 clusters Score -634798.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -634807.750000 Penalty: 2780.584229
	Iteration 52Q: 3 clusters Score -634807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -634811.937500 Penalty: 2780.584229
	Iteration 53Q: 3 clusters Score -634811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -634815.437500 Penalty: 2780.584229
	Iteration 54Q: 3 clusters Score -634815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -634817.375000 Penalty: 2780.584229
	Iteration 55Q: 3 clusters Score -634817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -634820.000000 Penalty: 2780.584229
	Iteration 56Q: 3 clusters Score -634820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -634819.687500 Penalty: 2780.584229
	Iteration 57Q: 3 clusters Score -634819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -634819.625000 Penalty: 2780.584229
	Iteration 58Q: 3 clusters Score -634819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -634820.562500 Penalty: 2780.584229
	Iteration 59Q: 3 clusters Score -634820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -634821.750000 Penalty: 2780.584229
	Iteration 60F: 3 clusters Score -634821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -634822.437500 Penalty: 2780.584229
	Iteration 61Q: 3 clusters Score -634822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -634822.187500 Penalty: 2780.584229
	Iteration 62Q: 3 clusters Score -634822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -634822.187500 Penalty: 2780.584229
	Iteration 63F: 3 clusters Score -634822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1547684.500000 Penalty: 1522.831055
	Iteration 0F: 2 clusters Score -1547684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1539331.000000 Penalty: 3045.662109
	Iteration 0F: 3 clusters Score -1539331 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1541988.375000 Penalty: 3045.662109
	Iteration 1F: 3 clusters Score -1541988 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1542200.625000 Penalty: 3045.662109
	Iteration 2F: 3 clusters Score -1542201 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1542386.250000 Penalty: 3045.662109
	Iteration 3Q: 3 clusters Score -1542386 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1542528.250000 Penalty: 3045.662109
	Iteration 4Q: 3 clusters Score -1542528 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1542667.875000 Penalty: 3045.662109
	Iteration 5Q: 3 clusters Score -1542668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1542795.625000 Penalty: 3045.662109
	Iteration 6Q: 3 clusters Score -1542796 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1542927.000000 Penalty: 3045.662109
	Iteration 7Q: 3 clusters Score -1542927 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1543079.375000 Penalty: 3045.662109
	Iteration 8Q: 3 clusters Score -1543079 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1543279.375000 Penalty: 3045.662109
	Iteration 9Q: 3 clusters Score -1543279 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1543557.875000 Penalty: 3045.662109
	Iteration 10Q: 3 clusters Score -1543558 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1543906.625000 Penalty: 3045.662109
	Iteration 11Q: 3 clusters Score -1543907 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1544351.125000 Penalty: 3045.662109
	Iteration 12F: 3 clusters Score -1544351 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1544803.125000 Penalty: 3045.662109
	Iteration 13F: 3 clusters Score -1544803 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1545205.250000 Penalty: 3045.662109
	Iteration 14Q: 3 clusters Score -1545205 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1545547.875000 Penalty: 3045.662109
	Iteration 15Q: 3 clusters Score -1545548 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1545805.750000 Penalty: 3045.662109
	Iteration 16Q: 3 clusters Score -1545806 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1545983.125000 Penalty: 3045.662109
	Iteration 17Q: 3 clusters Score -1545983 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1546121.375000 Penalty: 3045.662109
	Iteration 18Q: 3 clusters Score -1546121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1546167.875000 Penalty: 3045.662109
	Iteration 19Q: 3 clusters Score -1546168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1546205.000000 Penalty: 3045.662109
	Iteration 20F: 3 clusters Score -1546205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1546233.875000 Penalty: 3045.662109
	Iteration 21Q: 3 clusters Score -1546234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1546262.875000 Penalty: 3045.662109
	Iteration 22Q: 3 clusters Score -1546263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1546281.125000 Penalty: 3045.662109
	Iteration 23Q: 3 clusters Score -1546281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1546301.375000 Penalty: 3045.662109
	Iteration 24Q: 3 clusters Score -1546301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1546312.500000 Penalty: 3045.662109
	Iteration 25Q: 3 clusters Score -1546312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1546312.875000 Penalty: 3045.662109
	Iteration 26Q: 3 clusters Score -1546313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1546312.875000 Penalty: 3045.662109
	Iteration 27F: 3 clusters Score -1546313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -614953.562500 Penalty: 1377.478027
	Iteration 0F: 2 clusters Score -614953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -611144.875000 Penalty: 2754.956055
	Iteration 0F: 3 clusters Score -611144.9 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -612130.500000 Penalty: 2754.956055
	Iteration 1F: 3 clusters Score -612130.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -612315.000000 Penalty: 2754.956055
	Iteration 2F: 3 clusters Score -612315 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -612499.812500 Penalty: 2754.956055
	Iteration 3F: 3 clusters Score -612499.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -612700.750000 Penalty: 2754.956055
	Iteration 4F: 3 clusters Score -612700.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -612906.375000 Penalty: 2754.956055
	Iteration 5F: 3 clusters Score -612906.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -613093.750000 Penalty: 2754.956055
	Iteration 6F: 3 clusters Score -613093.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -613262.062500 Penalty: 2754.956055
	Iteration 7Q: 3 clusters Score -613262.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -613404.875000 Penalty: 2754.956055
	Iteration 8Q: 3 clusters Score -613404.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -613505.312500 Penalty: 2754.956055
	Iteration 9Q: 3 clusters Score -613505.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -613579.750000 Penalty: 2754.956055
	Iteration 10Q: 3 clusters Score -613579.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -613628.375000 Penalty: 2754.956055
	Iteration 11Q: 3 clusters Score -613628.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -613658.937500 Penalty: 2754.956055
	Iteration 12Q: 3 clusters Score -613658.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -613670.562500 Penalty: 2754.956055
	Iteration 13Q: 3 clusters Score -613670.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -613680.187500 Penalty: 2754.956055
	Iteration 14Q: 3 clusters Score -613680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -613682.875000 Penalty: 2754.956055
	Iteration 15Q: 3 clusters Score -613682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -613685.375000 Penalty: 2754.956055
	Iteration 16Q: 3 clusters Score -613685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -613688.250000 Penalty: 2754.956055
	Iteration 17Q: 3 clusters Score -613688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -613691.062500 Penalty: 2754.956055
	Iteration 18Q: 3 clusters Score -613691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -613695.562500 Penalty: 2754.956055
	Iteration 19Q: 3 clusters Score -613695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -613699.625000 Penalty: 2754.956055
	Iteration 20F: 3 clusters Score -613699.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -613704.437500 Penalty: 2754.956055
	Iteration 21Q: 3 clusters Score -613704.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -613708.812500 Penalty: 2754.956055
	Iteration 22Q: 3 clusters Score -613708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -613713.875000 Penalty: 2754.956055
	Iteration 23Q: 3 clusters Score -613713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -613717.125000 Penalty: 2754.956055
	Iteration 24Q: 3 clusters Score -613717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -613717.250000 Penalty: 2754.956055
	Iteration 25Q: 3 clusters Score -613717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -613719.562500 Penalty: 2754.956055
	Iteration 26Q: 3 clusters Score -613719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -613722.500000 Penalty: 2754.956055
	Iteration 27Q: 3 clusters Score -613722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -613723.625000 Penalty: 2754.956055
	Iteration 28Q: 3 clusters Score -613723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -613723.812500 Penalty: 2754.956055
	Iteration 29Q: 3 clusters Score -613723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -613724.062500 Penalty: 2754.956055
	Iteration 30Q: 3 clusters Score -613724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -613723.500000 Penalty: 2754.956055
	Iteration 31Q: 3 clusters Score -613723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -613724.062500 Penalty: 2754.956055
	Iteration 32Q: 3 clusters Score -613724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -613724.062500 Penalty: 2754.956055
	Iteration 33F: 3 clusters Score -613724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7563.625000 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7563.625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7628.242676 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7628.243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7653.349121 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7653.349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7676.089844 Penalty: 1499.914185
	Iteration 3Q: 3 clusters Score -7676.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7676.089844 Penalty: 1499.914185
	Iteration 4F: 3 clusters Score -7676.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Entering Unmasked Estep 
Score: -10561054.000000 Penalty: 1835.183716
	Iteration 0F: 2 clusters Score -1.056105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -10512379.000000 Penalty: 3670.367432
	Iteration 0F: 3 clusters Score -1.051238e+07 nChanged 38189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -10534724.000000 Penalty: 3670.367432
	Iteration 1F: 3 clusters Score -1.053472e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -10535866.000000 Penalty: 3670.367432
	Iteration 2Q: 3 clusters Score -1.053587e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -10537574.000000 Penalty: 3670.367432
	Iteration 3F: 3 clusters Score -1.053757e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -10540328.000000 Penalty: 3670.367432
	Iteration 4F: 3 clusters Score -1.054033e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -10544052.000000 Penalty: 3670.367432
	Iteration 5F: 3 clusters Score -1.054405e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -10548039.000000 Penalty: 3670.367432
	Iteration 6F: 3 clusters Score -1.054804e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -10551831.000000 Penalty: 3670.367432
	Iteration 7F: 3 clusters Score -1.055183e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -10554910.000000 Penalty: 3670.367432
	Iteration 8F: 3 clusters Score -1.055491e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -10557093.000000 Penalty: 3670.367432
	Iteration 9Q: 3 clusters Score -1.055709e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -10558229.000000 Penalty: 3670.367432
	Iteration 10Q: 3 clusters Score -1.055823e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -10558770.000000 Penalty: 3670.367432
	Iteration 11Q: 3 clusters Score -1.055877e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -10559049.000000 Penalty: 3670.367432
	Iteration 12Q: 3 clusters Score -1.055905e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -10559154.000000 Penalty: 3670.367432
	Iteration 13Q: 3 clusters Score -1.055915e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -10559241.000000 Penalty: 3670.367432
	Iteration 14Q: 3 clusters Score -1.055924e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -10559298.000000 Penalty: 3670.367432
	Iteration 15Q: 3 clusters Score -1.05593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -10559322.000000 Penalty: 3670.367432
	Iteration 16Q: 3 clusters Score -1.055932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -10559340.000000 Penalty: 3670.367432
	Iteration 17Q: 3 clusters Score -1.055934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -10559366.000000 Penalty: 3670.367432
	Iteration 18Q: 3 clusters Score -1.055937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -10559391.000000 Penalty: 3670.367432
	Iteration 19Q: 3 clusters Score -1.055939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -10559412.000000 Penalty: 3670.367432
	Iteration 20F: 3 clusters Score -1.055941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -10559418.000000 Penalty: 3670.367432
	Iteration 21Q: 3 clusters Score -1.055942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -10559423.000000 Penalty: 3670.367432
	Iteration 22Q: 3 clusters Score -1.055942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -10559422.000000 Penalty: 3670.367432
	Iteration 23Q: 3 clusters Score -1.055942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -10559426.000000 Penalty: 3670.367432
	Iteration 24Q: 3 clusters Score -1.055943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -10559421.000000 Penalty: 3670.367432
	Iteration 25Q: 3 clusters Score -1.055942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -10559429.000000 Penalty: 3670.367432
	Iteration 26Q: 3 clusters Score -1.055943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -10559428.000000 Penalty: 3670.367432
	Iteration 27Q: 3 clusters Score -1.055943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10559428.000000 Penalty: 3670.367432
	Iteration 28Q: 3 clusters Score -1.055943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10559428.000000 Penalty: 3670.367432
	Iteration 29F: 3 clusters Score -1.055943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (82764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Entering Unmasked Estep 
Score: -11006774.000000 Penalty: 1840.109131
	Iteration 0F: 2 clusters Score -1.100677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -10956512.000000 Penalty: 3680.218262
	Iteration 0F: 3 clusters Score -1.095651e+07 nChanged 39544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -10979212.000000 Penalty: 3680.218262
	Iteration 1F: 3 clusters Score -1.097921e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -10979986.000000 Penalty: 3680.218262
	Iteration 2Q: 3 clusters Score -1.097999e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -10980851.000000 Penalty: 3680.218262
	Iteration 3Q: 3 clusters Score -1.098085e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -10982058.000000 Penalty: 3680.218262
	Iteration 4Q: 3 clusters Score -1.098206e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -10983911.000000 Penalty: 3680.218262
	Iteration 5Q: 3 clusters Score -1.098391e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -10986802.000000 Penalty: 3680.218262
	Iteration 6F: 3 clusters Score -1.09868e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -10990631.000000 Penalty: 3680.218262
	Iteration 7F: 3 clusters Score -1.099063e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -10994548.000000 Penalty: 3680.218262
	Iteration 8F: 3 clusters Score -1.099455e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -10997493.000000 Penalty: 3680.218262
	Iteration 9F: 3 clusters Score -1.099749e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -10999069.000000 Penalty: 3680.218262
	Iteration 10Q: 3 clusters Score -1.099907e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -10999986.000000 Penalty: 3680.218262
	Iteration 11Q: 3 clusters Score -1.099999e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -11000628.000000 Penalty: 3680.218262
	Iteration 12Q: 3 clusters Score -1.100063e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -11001241.000000 Penalty: 3680.218262
	Iteration 13Q: 3 clusters Score -1.100124e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -11001848.000000 Penalty: 3680.218262
	Iteration 14Q: 3 clusters Score -1.100185e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -11002264.000000 Penalty: 3680.218262
	Iteration 15Q: 3 clusters Score -1.100226e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -11002689.000000 Penalty: 3680.218262
	Iteration 16Q: 3 clusters Score -1.100269e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11003089.000000 Penalty: 3680.218262
	Iteration 17Q: 3 clusters Score -1.100309e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11003513.000000 Penalty: 3680.218262
	Iteration 18Q: 3 clusters Score -1.100351e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -11003830.000000 Penalty: 3680.218262
	Iteration 19Q: 3 clusters Score -1.100383e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11004118.000000 Penalty: 3680.218262
	Iteration 20F: 3 clusters Score -1.100412e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11004320.000000 Penalty: 3680.218262
	Iteration 21Q: 3 clusters Score -1.100432e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11004489.000000 Penalty: 3680.218262
	Iteration 22Q: 3 clusters Score -1.100449e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11004660.000000 Penalty: 3680.218262
	Iteration 23Q: 3 clusters Score -1.100466e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11004737.000000 Penalty: 3680.218262
	Iteration 24Q: 3 clusters Score -1.100474e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11004863.000000 Penalty: 3680.218262
	Iteration 25Q: 3 clusters Score -1.100486e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11004914.000000 Penalty: 3680.218262
	Iteration 26Q: 3 clusters Score -1.100491e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11004963.000000 Penalty: 3680.218262
	Iteration 27Q: 3 clusters Score -1.100496e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11005008.000000 Penalty: 3680.218262
	Iteration 28Q: 3 clusters Score -1.100501e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11005031.000000 Penalty: 3680.218262
	Iteration 29Q: 3 clusters Score -1.100503e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11005056.000000 Penalty: 3680.218262
	Iteration 30Q: 3 clusters Score -1.100506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11005104.000000 Penalty: 3680.218262
	Iteration 31Q: 3 clusters Score -1.10051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11005122.000000 Penalty: 3680.218262
	Iteration 32Q: 3 clusters Score -1.100512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11005129.000000 Penalty: 3680.218262
	Iteration 33Q: 3 clusters Score -1.100513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11005133.000000 Penalty: 3680.218262
	Iteration 34Q: 3 clusters Score -1.100513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11005149.000000 Penalty: 3680.218262
	Iteration 35Q: 3 clusters Score -1.100515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11005161.000000 Penalty: 3680.218262
	Iteration 36Q: 3 clusters Score -1.100516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11005164.000000 Penalty: 3680.218262
	Iteration 37Q: 3 clusters Score -1.100516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11005164.000000 Penalty: 3680.218262
	Iteration 38Q: 3 clusters Score -1.100516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11005167.000000 Penalty: 3680.218262
	Iteration 39Q: 3 clusters Score -1.100517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11005169.000000 Penalty: 3680.218262
	Iteration 40F: 3 clusters Score -1.100517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11005166.000000 Penalty: 3680.218262
	Iteration 41Q: 3 clusters Score -1.100517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11005168.000000 Penalty: 3680.218262
	Iteration 42Q: 3 clusters Score -1.100517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11005173.000000 Penalty: 3680.218262
	Iteration 43Q: 3 clusters Score -1.100517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11005177.000000 Penalty: 3680.218262
	Iteration 44Q: 3 clusters Score -1.100518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11005184.000000 Penalty: 3680.218262
	Iteration 45Q: 3 clusters Score -1.100518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11005177.000000 Penalty: 3680.218262
	Iteration 46Q: 3 clusters Score -1.100518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11005179.000000 Penalty: 3680.218262
	Iteration 47Q: 3 clusters Score -1.100518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11005185.000000 Penalty: 3680.218262
	Iteration 48Q: 3 clusters Score -1.100518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11005187.000000 Penalty: 3680.218262
	Iteration 49Q: 3 clusters Score -1.100519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11005196.000000 Penalty: 3680.218262
	Iteration 50Q: 3 clusters Score -1.10052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11005191.000000 Penalty: 3680.218262
	Iteration 51Q: 3 clusters Score -1.100519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11005196.000000 Penalty: 3680.218262
	Iteration 52Q: 3 clusters Score -1.10052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11005196.000000 Penalty: 3680.218262
	Iteration 53F: 3 clusters Score -1.10052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Entering Unmasked Estep 
Score: -6028535.000000 Penalty: 1744.037964
	Iteration 0F: 2 clusters Score -6028535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5997881.500000 Penalty: 3488.075928
	Iteration 0F: 3 clusters Score -5997882 nChanged 21368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -6009468.500000 Penalty: 3488.075928
	Iteration 1F: 3 clusters Score -6009468 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -6009813.000000 Penalty: 3488.075928
	Iteration 2Q: 3 clusters Score -6009813 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6010171.500000 Penalty: 3488.075928
	Iteration 3Q: 3 clusters Score -6010172 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6010612.000000 Penalty: 3488.075928
	Iteration 4Q: 3 clusters Score -6010612 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -6011059.500000 Penalty: 3488.075928
	Iteration 5Q: 3 clusters Score -6011060 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -6011575.500000 Penalty: 3488.075928
	Iteration 6Q: 3 clusters Score -6011576 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -6012239.000000 Penalty: 3488.075928
	Iteration 7Q: 3 clusters Score -6012239 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6013178.500000 Penalty: 3488.075928
	Iteration 8Q: 3 clusters Score -6013178 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -6014548.500000 Penalty: 3488.075928
	Iteration 9Q: 3 clusters Score -6014548 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6016333.500000 Penalty: 3488.075928
	Iteration 10Q: 3 clusters Score -6016334 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -6018262.500000 Penalty: 3488.075928
	Iteration 11F: 3 clusters Score -6018262 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -6020168.500000 Penalty: 3488.075928
	Iteration 12F: 3 clusters Score -6020168 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -6021425.000000 Penalty: 3488.075928
	Iteration 13Q: 3 clusters Score -6021425 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6022171.500000 Penalty: 3488.075928
	Iteration 14Q: 3 clusters Score -6022172 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6022587.500000 Penalty: 3488.075928
	Iteration 15Q: 3 clusters Score -6022588 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -6022825.000000 Penalty: 3488.075928
	Iteration 16Q: 3 clusters Score -6022825 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6022976.000000 Penalty: 3488.075928
	Iteration 17Q: 3 clusters Score -6022976 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -6023167.000000 Penalty: 3488.075928
	Iteration 18Q: 3 clusters Score -6023167 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6023330.500000 Penalty: 3488.075928
	Iteration 19Q: 3 clusters Score -6023330 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6023532.500000 Penalty: 3488.075928
	Iteration 20F: 3 clusters Score -6023532 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -6023710.000000 Penalty: 3488.075928
	Iteration 21Q: 3 clusters Score -6023710 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6023906.000000 Penalty: 3488.075928
	Iteration 22Q: 3 clusters Score -6023906 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6024071.500000 Penalty: 3488.075928
	Iteration 23Q: 3 clusters Score -6024072 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -6024281.000000 Penalty: 3488.075928
	Iteration 24Q: 3 clusters Score -6024281 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -6024484.000000 Penalty: 3488.075928
	Iteration 25Q: 3 clusters Score -6024484 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -6024678.500000 Penalty: 3488.075928
	Iteration 26Q: 3 clusters Score -6024678 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6024897.500000 Penalty: 3488.075928
	Iteration 27Q: 3 clusters Score -6024898 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6025136.000000 Penalty: 3488.075928
	Iteration 28Q: 3 clusters Score -6025136 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6025391.500000 Penalty: 3488.075928
	Iteration 29Q: 3 clusters Score -6025392 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6025644.000000 Penalty: 3488.075928
	Iteration 30Q: 3 clusters Score -6025644 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6025936.000000 Penalty: 3488.075928
	Iteration 31Q: 3 clusters Score -6025936 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6026152.500000 Penalty: 3488.075928
	Iteration 32Q: 3 clusters Score -6026152 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6026312.000000 Penalty: 3488.075928
	Iteration 33Q: 3 clusters Score -6026312 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6026450.500000 Penalty: 3488.075928
	Iteration 34Q: 3 clusters Score -6026450 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6026552.500000 Penalty: 3488.075928
	Iteration 35Q: 3 clusters Score -6026552 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6026627.000000 Penalty: 3488.075928
	Iteration 36Q: 3 clusters Score -6026627 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6026692.000000 Penalty: 3488.075928
	Iteration 37Q: 3 clusters Score -6026692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6026754.500000 Penalty: 3488.075928
	Iteration 38Q: 3 clusters Score -6026754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6026800.500000 Penalty: 3488.075928
	Iteration 39Q: 3 clusters Score -6026800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6026833.500000 Penalty: 3488.075928
	Iteration 40F: 3 clusters Score -6026834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6026842.500000 Penalty: 3488.075928
	Iteration 41Q: 3 clusters Score -6026842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6026870.000000 Penalty: 3488.075928
	Iteration 42Q: 3 clusters Score -6026870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6026899.000000 Penalty: 3488.075928
	Iteration 43Q: 3 clusters Score -6026899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6026901.500000 Penalty: 3488.075928
	Iteration 44Q: 3 clusters Score -6026902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6026910.500000 Penalty: 3488.075928
	Iteration 45Q: 3 clusters Score -6026910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6026919.500000 Penalty: 3488.075928
	Iteration 46Q: 3 clusters Score -6026920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6026925.500000 Penalty: 3488.075928
	Iteration 47Q: 3 clusters Score -6026926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6026945.000000 Penalty: 3488.075928
	Iteration 48Q: 3 clusters Score -6026945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6026952.000000 Penalty: 3488.075928
	Iteration 49Q: 3 clusters Score -6026952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6026957.000000 Penalty: 3488.075928
	Iteration 50Q: 3 clusters Score -6026957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6026961.000000 Penalty: 3488.075928
	Iteration 51Q: 3 clusters Score -6026961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6026963.500000 Penalty: 3488.075928
	Iteration 52Q: 3 clusters Score -6026964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6026970.500000 Penalty: 3488.075928
	Iteration 53Q: 3 clusters Score -6026970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6026980.000000 Penalty: 3488.075928
	Iteration 54Q: 3 clusters Score -6026980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6026978.000000 Penalty: 3488.075928
	Iteration 55Q: 3 clusters Score -6026978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6026982.500000 Penalty: 3488.075928
	Iteration 56Q: 3 clusters Score -6026982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6026987.500000 Penalty: 3488.075928
	Iteration 57Q: 3 clusters Score -6026988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6026991.000000 Penalty: 3488.075928
	Iteration 58Q: 3 clusters Score -6026991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6027000.000000 Penalty: 3488.075928
	Iteration 59Q: 3 clusters Score -6027000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6027006.000000 Penalty: 3488.075928
	Iteration 60F: 3 clusters Score -6027006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6027006.000000 Penalty: 3488.075928
	Iteration 61Q: 3 clusters Score -6027006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6027012.500000 Penalty: 3488.075928
	Iteration 62Q: 3 clusters Score -6027012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6027015.000000 Penalty: 3488.075928
	Iteration 63Q: 3 clusters Score -6027015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6027020.000000 Penalty: 3488.075928
	Iteration 64Q: 3 clusters Score -6027020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6027027.000000 Penalty: 3488.075928
	Iteration 65Q: 3 clusters Score -6027027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6027023.000000 Penalty: 3488.075928
	Iteration 66Q: 3 clusters Score -6027023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6027022.500000 Penalty: 3488.075928
	Iteration 67Q: 3 clusters Score -6027022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6027032.000000 Penalty: 3488.075928
	Iteration 68Q: 3 clusters Score -6027032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6027036.000000 Penalty: 3488.075928
	Iteration 69Q: 3 clusters Score -6027036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6027036.000000 Penalty: 3488.075928
	Iteration 70Q: 3 clusters Score -6027036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6027035.500000 Penalty: 3488.075928
	Iteration 71Q: 3 clusters Score -6027036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6027038.000000 Penalty: 3488.075928
	Iteration 72Q: 3 clusters Score -6027038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6027038.000000 Penalty: 3488.075928
	Iteration 73F: 3 clusters Score -6027038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Entering Unmasked Estep 
Score: -2584264.000000 Penalty: 1612.590454
	Iteration 0F: 2 clusters Score -2584264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2570442.250000 Penalty: 3225.180908
	Iteration 0F: 3 clusters Score -2570442 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2575841.250000 Penalty: 3225.180908
	Iteration 1F: 3 clusters Score -2575841 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2576598.250000 Penalty: 3225.180908
	Iteration 2F: 3 clusters Score -2576598 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2577437.000000 Penalty: 3225.180908
	Iteration 3F: 3 clusters Score -2577437 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2578242.750000 Penalty: 3225.180908
	Iteration 4F: 3 clusters Score -2578243 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2579081.750000 Penalty: 3225.180908
	Iteration 5F: 3 clusters Score -2579082 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2579963.750000 Penalty: 3225.180908
	Iteration 6F: 3 clusters Score -2579964 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2580819.500000 Penalty: 3225.180908
	Iteration 7F: 3 clusters Score -2580820 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2581603.250000 Penalty: 3225.180908
	Iteration 8F: 3 clusters Score -2581603 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2582124.250000 Penalty: 3225.180908
	Iteration 9Q: 3 clusters Score -2582124 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2582472.250000 Penalty: 3225.180908
	Iteration 10Q: 3 clusters Score -2582472 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2582682.250000 Penalty: 3225.180908
	Iteration 11Q: 3 clusters Score -2582682 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2582799.250000 Penalty: 3225.180908
	Iteration 12Q: 3 clusters Score -2582799 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2582872.250000 Penalty: 3225.180908
	Iteration 13Q: 3 clusters Score -2582872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2582924.500000 Penalty: 3225.180908
	Iteration 14Q: 3 clusters Score -2582924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2582947.500000 Penalty: 3225.180908
	Iteration 15Q: 3 clusters Score -2582948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2582973.000000 Penalty: 3225.180908
	Iteration 16Q: 3 clusters Score -2582973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2582969.000000 Penalty: 3225.180908
	Iteration 17Q: 3 clusters Score -2582969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2582970.500000 Penalty: 3225.180908
	Iteration 18Q: 3 clusters Score -2582970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2582972.000000 Penalty: 3225.180908
	Iteration 19Q: 3 clusters Score -2582972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2582973.750000 Penalty: 3225.180908
	Iteration 20F: 3 clusters Score -2582974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2582985.250000 Penalty: 3225.180908
	Iteration 21Q: 3 clusters Score -2582985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2582984.500000 Penalty: 3225.180908
	Iteration 22Q: 3 clusters Score -2582984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2582995.750000 Penalty: 3225.180908
	Iteration 23Q: 3 clusters Score -2582996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2582992.750000 Penalty: 3225.180908
	Iteration 24Q: 3 clusters Score -2582993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2582995.500000 Penalty: 3225.180908
	Iteration 25Q: 3 clusters Score -2582996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2582991.750000 Penalty: 3225.180908
	Iteration 26Q: 3 clusters Score -2582992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2582992.750000 Penalty: 3225.180908
	Iteration 27Q: 3 clusters Score -2582993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2582990.500000 Penalty: 3225.180908
	Iteration 28Q: 3 clusters Score -2582990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2582994.000000 Penalty: 3225.180908
	Iteration 29Q: 3 clusters Score -2582994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2582994.250000 Penalty: 3225.180908
	Iteration 30Q: 3 clusters Score -2582994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2582995.750000 Penalty: 3225.180908
	Iteration 31Q: 3 clusters Score -2582996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2582995.500000 Penalty: 3225.180908
	Iteration 32Q: 3 clusters Score -2582996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2582997.750000 Penalty: 3225.180908
	Iteration 33Q: 3 clusters Score -2582998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2582999.250000 Penalty: 3225.180908
	Iteration 34Q: 3 clusters Score -2582999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2582998.750000 Penalty: 3225.180908
	Iteration 35Q: 3 clusters Score -2582999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2582998.750000 Penalty: 3225.180908
	Iteration 36F: 3 clusters Score -2582999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -47350.496094 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -47350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46357.316406 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -46357.32 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46843.738281 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -46843.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47016.156250 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -47016.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47088.976562 Penalty: 2004.442871
	Iteration 3Q: 3 clusters Score -47088.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47113.761719 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -47113.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47142.289062 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -47142.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47150.175781 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -47150.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47150.175781 Penalty: 2004.442871
	Iteration 7F: 3 clusters Score -47150.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (74830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Entering Unmasked Estep 
Score: -9944721.000000 Penalty: 1823.733276
	Iteration 0F: 2 clusters Score -9944721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -9897161.000000 Penalty: 3647.466553
	Iteration 0F: 3 clusters Score -9897161 nChanged 35597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9917968.000000 Penalty: 3647.466553
	Iteration 1F: 3 clusters Score -9917968 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -9919143.000000 Penalty: 3647.466553
	Iteration 2Q: 3 clusters Score -9919143 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -9920854.000000 Penalty: 3647.466553
	Iteration 3Q: 3 clusters Score -9920854 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -9923779.000000 Penalty: 3647.466553
	Iteration 4F: 3 clusters Score -9923779 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -9928533.000000 Penalty: 3647.466553
	Iteration 5F: 3 clusters Score -9928533 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -9934506.000000 Penalty: 3647.466553
	Iteration 6F: 3 clusters Score -9934506 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -9939169.000000 Penalty: 3647.466553
	Iteration 7F: 3 clusters Score -9939169 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -9941764.000000 Penalty: 3647.466553
	Iteration 8Q: 3 clusters Score -9941764 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -9942683.000000 Penalty: 3647.466553
	Iteration 9Q: 3 clusters Score -9942683 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -9942933.000000 Penalty: 3647.466553
	Iteration 10Q: 3 clusters Score -9942933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -9943025.000000 Penalty: 3647.466553
	Iteration 11Q: 3 clusters Score -9943025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -9943060.000000 Penalty: 3647.466553
	Iteration 12Q: 3 clusters Score -9943060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -9943087.000000 Penalty: 3647.466553
	Iteration 13Q: 3 clusters Score -9943087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -9943112.000000 Penalty: 3647.466553
	Iteration 14Q: 3 clusters Score -9943112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -9943127.000000 Penalty: 3647.466553
	Iteration 15Q: 3 clusters Score -9943127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -9943141.000000 Penalty: 3647.466553
	Iteration 16Q: 3 clusters Score -9943141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -9943148.000000 Penalty: 3647.466553
	Iteration 17Q: 3 clusters Score -9943148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -9943150.000000 Penalty: 3647.466553
	Iteration 18Q: 3 clusters Score -9943150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -9943156.000000 Penalty: 3647.466553
	Iteration 19Q: 3 clusters Score -9943156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -9943156.000000 Penalty: 3647.466553
	Iteration 20F: 3 clusters Score -9943156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -219872.609375 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -219872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -217831.625000 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -217831.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -218341.921875 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -218341.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -218479.984375 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -218480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -218575.203125 Penalty: 2457.026123
	Iteration 3F: 3 clusters Score -218575.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218645.781250 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -218645.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -218733.265625 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -218733.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -218822.406250 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -218822.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -218925.937500 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -218925.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219031.828125 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -219031.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219106.718750 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -219106.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -219163.984375 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -219164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219224.187500 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -219224.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219269.781250 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -219269.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219296.000000 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -219296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -219320.875000 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -219320.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -219340.781250 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -219340.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -219350.859375 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -219350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219363.109375 Penalty: 2457.026123
	Iteration 17Q: 3 clusters Score -219363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -219373.187500 Penalty: 2457.026123
	Iteration 18Q: 3 clusters Score -219373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219377.453125 Penalty: 2457.026123
	Iteration 19Q: 3 clusters Score -219377.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219386.015625 Penalty: 2457.026123
	Iteration 20F: 3 clusters Score -219386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -219392.765625 Penalty: 2457.026123
	Iteration 21Q: 3 clusters Score -219392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -219395.015625 Penalty: 2457.026123
	Iteration 22Q: 3 clusters Score -219395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -219397.500000 Penalty: 2457.026123
	Iteration 23Q: 3 clusters Score -219397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219399.359375 Penalty: 2457.026123
	Iteration 24Q: 3 clusters Score -219399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219401.796875 Penalty: 2457.026123
	Iteration 25Q: 3 clusters Score -219401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219403.859375 Penalty: 2457.026123
	Iteration 26Q: 3 clusters Score -219403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219404.437500 Penalty: 2457.026123
	Iteration 27Q: 3 clusters Score -219404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219404.515625 Penalty: 2457.026123
	Iteration 28Q: 3 clusters Score -219404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219405.265625 Penalty: 2457.026123
	Iteration 29Q: 3 clusters Score -219405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219405.265625 Penalty: 2457.026123
	Iteration 30F: 3 clusters Score -219405.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -229783.796875 Penalty: 1220.266968
	Iteration 0F: 2 clusters Score -229783.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -227805.546875 Penalty: 2440.533936
	Iteration 0F: 3 clusters Score -227805.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -228184.625000 Penalty: 2440.533936
	Iteration 1F: 3 clusters Score -228184.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -228299.890625 Penalty: 2440.533936
	Iteration 2F: 3 clusters Score -228299.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -228360.937500 Penalty: 2440.533936
	Iteration 3F: 3 clusters Score -228360.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228391.500000 Penalty: 2440.533936
	Iteration 4Q: 3 clusters Score -228391.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -228415.140625 Penalty: 2440.533936
	Iteration 5Q: 3 clusters Score -228415.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -228430.281250 Penalty: 2440.533936
	Iteration 6Q: 3 clusters Score -228430.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -228450.390625 Penalty: 2440.533936
	Iteration 7Q: 3 clusters Score -228450.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -228462.421875 Penalty: 2440.533936
	Iteration 8Q: 3 clusters Score -228462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -228471.734375 Penalty: 2440.533936
	Iteration 9Q: 3 clusters Score -228471.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -228477.843750 Penalty: 2440.533936
	Iteration 10Q: 3 clusters Score -228477.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -228483.687500 Penalty: 2440.533936
	Iteration 11Q: 3 clusters Score -228483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -228489.828125 Penalty: 2440.533936
	Iteration 12Q: 3 clusters Score -228489.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228497.218750 Penalty: 2440.533936
	Iteration 13Q: 3 clusters Score -228497.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228508.609375 Penalty: 2440.533936
	Iteration 14Q: 3 clusters Score -228508.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228518.484375 Penalty: 2440.533936
	Iteration 15Q: 3 clusters Score -228518.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -228529.062500 Penalty: 2440.533936
	Iteration 16Q: 3 clusters Score -228529.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -228536.375000 Penalty: 2440.533936
	Iteration 17Q: 3 clusters Score -228536.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -228547.250000 Penalty: 2440.533936
	Iteration 18Q: 3 clusters Score -228547.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228561.140625 Penalty: 2440.533936
	Iteration 19Q: 3 clusters Score -228561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -228575.250000 Penalty: 2440.533936
	Iteration 20F: 3 clusters Score -228575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -228586.234375 Penalty: 2440.533936
	Iteration 21Q: 3 clusters Score -228586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -228596.453125 Penalty: 2440.533936
	Iteration 22Q: 3 clusters Score -228596.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228608.390625 Penalty: 2440.533936
	Iteration 23Q: 3 clusters Score -228608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -228614.421875 Penalty: 2440.533936
	Iteration 24Q: 3 clusters Score -228614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -228621.750000 Penalty: 2440.533936
	Iteration 25Q: 3 clusters Score -228621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -228630.546875 Penalty: 2440.533936
	Iteration 26Q: 3 clusters Score -228630.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -228639.515625 Penalty: 2440.533936
	Iteration 27Q: 3 clusters Score -228639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -228644.468750 Penalty: 2440.533936
	Iteration 28Q: 3 clusters Score -228644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -228648.781250 Penalty: 2440.533936
	Iteration 29Q: 3 clusters Score -228648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -228655.109375 Penalty: 2440.533936
	Iteration 30Q: 3 clusters Score -228655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -228657.093750 Penalty: 2440.533936
	Iteration 31Q: 3 clusters Score -228657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -228659.187500 Penalty: 2440.533936
	Iteration 32Q: 3 clusters Score -228659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -228660.609375 Penalty: 2440.533936
	Iteration 33Q: 3 clusters Score -228660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -228663.718750 Penalty: 2440.533936
	Iteration 34Q: 3 clusters Score -228663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -228668.390625 Penalty: 2440.533936
	Iteration 35Q: 3 clusters Score -228668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -228673.515625 Penalty: 2440.533936
	Iteration 36Q: 3 clusters Score -228673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -228677.296875 Penalty: 2440.533936
	Iteration 37Q: 3 clusters Score -228677.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -228680.546875 Penalty: 2440.533936
	Iteration 38Q: 3 clusters Score -228680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -228682.656250 Penalty: 2440.533936
	Iteration 39Q: 3 clusters Score -228682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -228691.000000 Penalty: 2440.533936
	Iteration 40F: 3 clusters Score -228691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -228699.515625 Penalty: 2440.533936
	Iteration 41Q: 3 clusters Score -228699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -228704.062500 Penalty: 2440.533936
	Iteration 42Q: 3 clusters Score -228704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -228707.093750 Penalty: 2440.533936
	Iteration 43Q: 3 clusters Score -228707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -228709.359375 Penalty: 2440.533936
	Iteration 44Q: 3 clusters Score -228709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -228712.125000 Penalty: 2440.533936
	Iteration 45Q: 3 clusters Score -228712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -228713.812500 Penalty: 2440.533936
	Iteration 46Q: 3 clusters Score -228713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -228715.703125 Penalty: 2440.533936
	Iteration 47Q: 3 clusters Score -228715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -228717.093750 Penalty: 2440.533936
	Iteration 48Q: 3 clusters Score -228717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -228718.031250 Penalty: 2440.533936
	Iteration 49Q: 3 clusters Score -228718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -228719.765625 Penalty: 2440.533936
	Iteration 50Q: 3 clusters Score -228719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -228723.531250 Penalty: 2440.533936
	Iteration 51Q: 3 clusters Score -228723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -228728.906250 Penalty: 2440.533936
	Iteration 52Q: 3 clusters Score -228728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -228732.734375 Penalty: 2440.533936
	Iteration 53Q: 3 clusters Score -228732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -228737.859375 Penalty: 2440.533936
	Iteration 54Q: 3 clusters Score -228737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -228741.734375 Penalty: 2440.533936
	Iteration 55Q: 3 clusters Score -228741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -228744.562500 Penalty: 2440.533936
	Iteration 56Q: 3 clusters Score -228744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -228746.234375 Penalty: 2440.533936
	Iteration 57Q: 3 clusters Score -228746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -228746.234375 Penalty: 2440.533936
	Iteration 58F: 3 clusters Score -228746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -37606.605469 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -37606.61 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 164 members 
Entering Unmasked Estep 
Score: -36688.980469 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -36688.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36843.734375 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -36843.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36923.738281 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -36923.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36950.929688 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -36950.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36993.644531 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -36993.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37015.832031 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -37015.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37021.335938 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -37021.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37023.218750 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -37023.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37029.691406 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -37029.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37039.140625 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -37039.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37048.425781 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -37048.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37053.109375 Penalty: 1901.030518
	Iteration 11Q: 3 clusters Score -37053.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37053.109375 Penalty: 1901.030518
	Iteration 12F: 3 clusters Score -37053.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Entering Unmasked Estep 
Score: -14013869.000000 Penalty: 1880.989258
	Iteration 0F: 2 clusters Score -1.401387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -13960841.000000 Penalty: 3761.978516
	Iteration 0F: 3 clusters Score -1.396084e+07 nChanged 51062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -13990616.000000 Penalty: 3761.978516
	Iteration 1F: 3 clusters Score -1.399062e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -13991744.000000 Penalty: 3761.978516
	Iteration 2Q: 3 clusters Score -1.399174e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -13993289.000000 Penalty: 3761.978516
	Iteration 3Q: 3 clusters Score -1.399329e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -13995983.000000 Penalty: 3761.978516
	Iteration 4F: 3 clusters Score -1.399598e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -14000275.000000 Penalty: 3761.978516
	Iteration 5F: 3 clusters Score -1.400028e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -14006064.000000 Penalty: 3761.978516
	Iteration 6F: 3 clusters Score -1.400606e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -14011222.000000 Penalty: 3761.978516
	Iteration 7F: 3 clusters Score -1.401122e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -14013763.000000 Penalty: 3761.978516
	Iteration 8F: 3 clusters Score -1.401376e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -14014732.000000 Penalty: 3761.978516
	Iteration 9Q: 3 clusters Score -1.401473e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -14015648.000000 Penalty: 3761.978516
	Iteration 10Q: 3 clusters Score -1.401565e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -14016501.000000 Penalty: 3761.978516
	Iteration 11Q: 3 clusters Score -1.40165e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -14017428.000000 Penalty: 3761.978516
	Iteration 12Q: 3 clusters Score -1.401743e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -14018442.000000 Penalty: 3761.978516
	Iteration 13Q: 3 clusters Score -1.401844e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -14019384.000000 Penalty: 3761.978516
	Iteration 14Q: 3 clusters Score -1.401938e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -14020344.000000 Penalty: 3761.978516
	Iteration 15Q: 3 clusters Score -1.402034e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -14021420.000000 Penalty: 3761.978516
	Iteration 16Q: 3 clusters Score -1.402142e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -14022301.000000 Penalty: 3761.978516
	Iteration 17Q: 3 clusters Score -1.40223e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -14023201.000000 Penalty: 3761.978516
	Iteration 18Q: 3 clusters Score -1.40232e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -14023828.000000 Penalty: 3761.978516
	Iteration 19Q: 3 clusters Score -1.402383e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -14024418.000000 Penalty: 3761.978516
	Iteration 20F: 3 clusters Score -1.402442e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -14024974.000000 Penalty: 3761.978516
	Iteration 21Q: 3 clusters Score -1.402497e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -14025295.000000 Penalty: 3761.978516
	Iteration 22Q: 3 clusters Score -1.40253e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -14025550.000000 Penalty: 3761.978516
	Iteration 23Q: 3 clusters Score -1.402555e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -14025697.000000 Penalty: 3761.978516
	Iteration 24Q: 3 clusters Score -1.40257e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -14025747.000000 Penalty: 3761.978516
	Iteration 25Q: 3 clusters Score -1.402575e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -14025758.000000 Penalty: 3761.978516
	Iteration 26Q: 3 clusters Score -1.402576e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -14025777.000000 Penalty: 3761.978516
	Iteration 27Q: 3 clusters Score -1.402578e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -14025749.000000 Penalty: 3761.978516
	Iteration 28Q: 3 clusters Score -1.402575e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -14025714.000000 Penalty: 3761.978516
	Iteration 29Q: 3 clusters Score -1.402571e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -14025740.000000 Penalty: 3761.978516
	Iteration 30Q: 3 clusters Score -1.402574e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -14025764.000000 Penalty: 3761.978516
	Iteration 31Q: 3 clusters Score -1.402576e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -14025763.000000 Penalty: 3761.978516
	Iteration 32Q: 3 clusters Score -1.402576e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -14025729.000000 Penalty: 3761.978516
	Iteration 33Q: 3 clusters Score -1.402573e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -14025738.000000 Penalty: 3761.978516
	Iteration 34Q: 3 clusters Score -1.402574e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -14025722.000000 Penalty: 3761.978516
	Iteration 35Q: 3 clusters Score -1.402572e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -14025709.000000 Penalty: 3761.978516
	Iteration 36Q: 3 clusters Score -1.402571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -14025707.000000 Penalty: 3761.978516
	Iteration 37Q: 3 clusters Score -1.402571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -14025720.000000 Penalty: 3761.978516
	Iteration 38Q: 3 clusters Score -1.402572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -14025729.000000 Penalty: 3761.978516
	Iteration 39Q: 3 clusters Score -1.402573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -14025702.000000 Penalty: 3761.978516
	Iteration 40F: 3 clusters Score -1.40257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -14025706.000000 Penalty: 3761.978516
	Iteration 41Q: 3 clusters Score -1.402571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -14025707.000000 Penalty: 3761.978516
	Iteration 42Q: 3 clusters Score -1.402571e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -14025713.000000 Penalty: 3761.978516
	Iteration 43Q: 3 clusters Score -1.402571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -14025711.000000 Penalty: 3761.978516
	Iteration 44Q: 3 clusters Score -1.402571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -14025695.000000 Penalty: 3761.978516
	Iteration 45Q: 3 clusters Score -1.40257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -14025685.000000 Penalty: 3761.978516
	Iteration 46Q: 3 clusters Score -1.402568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -14025690.000000 Penalty: 3761.978516
	Iteration 47Q: 3 clusters Score -1.402569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -14025694.000000 Penalty: 3761.978516
	Iteration 48Q: 3 clusters Score -1.402569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -14025685.000000 Penalty: 3761.978516
	Iteration 49Q: 3 clusters Score -1.402568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -14025689.000000 Penalty: 3761.978516
	Iteration 50Q: 3 clusters Score -1.402569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -14025685.000000 Penalty: 3761.978516
	Iteration 51Q: 3 clusters Score -1.402568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -14025695.000000 Penalty: 3761.978516
	Iteration 52Q: 3 clusters Score -1.40257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -14025690.000000 Penalty: 3761.978516
	Iteration 53Q: 3 clusters Score -1.402569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -14025689.000000 Penalty: 3761.978516
	Iteration 54Q: 3 clusters Score -1.402569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -14025696.000000 Penalty: 3761.978516
	Iteration 55Q: 3 clusters Score -1.40257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -14025693.000000 Penalty: 3761.978516
	Iteration 56Q: 3 clusters Score -1.402569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -14025693.000000 Penalty: 3761.978516
	Iteration 57Q: 3 clusters Score -1.402569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -14025688.000000 Penalty: 3761.978516
	Iteration 58Q: 3 clusters Score -1.402569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -14025700.000000 Penalty: 3761.978516
	Iteration 59Q: 3 clusters Score -1.40257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -14025685.000000 Penalty: 3761.978516
	Iteration 60F: 3 clusters Score -1.402568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -14025692.000000 Penalty: 3761.978516
	Iteration 61Q: 3 clusters Score -1.402569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -14025691.000000 Penalty: 3761.978516
	Iteration 62Q: 3 clusters Score -1.402569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -14025687.000000 Penalty: 3761.978516
	Iteration 63Q: 3 clusters Score -1.402569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -14025683.000000 Penalty: 3761.978516
	Iteration 64Q: 3 clusters Score -1.402568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -14025679.000000 Penalty: 3761.978516
	Iteration 65Q: 3 clusters Score -1.402568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -14025675.000000 Penalty: 3761.978516
	Iteration 66Q: 3 clusters Score -1.402568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -14025675.000000 Penalty: 3761.978516
	Iteration 67F: 3 clusters Score -1.402568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 53454 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66924 members 
Mstep: Class 10 contains 76942 members 
Mstep: Class 11 contains 9118 members 
Mstep: Class 12 contains 82754 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80293 members 
Mstep: Class 21 contains 82764 members 
Mstep: Class 22 contains 45823 members 
Mstep: Class 23 contains 20407 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74830 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 55360 members 
Mstep: Class 30 contains 12304 members 
Mstep: Class 31 contains 75154 members 
Mstep: Class 32 contains 83202 members 
Mstep: Class 33 contains 3567 members 
Mstep: Class 34 contains 2785 members 
Mstep: Class 35 contains 1384 members 
Mstep: Class 36 contains 51078 members 
Entering Unmasked Estep 
Score: -127777496.000000 Penalty: 80824.070312
Splitting cluster 29 changes total score from -127765560.000000 to -127777496.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (12304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Entering Unmasked Estep 
Score: -1455177.125000 Penalty: 1530.372925
	Iteration 0F: 2 clusters Score -1455177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1446577.125000 Penalty: 3060.745850
	Iteration 0F: 3 clusters Score -1446577 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1449509.625000 Penalty: 3060.745850
	Iteration 1F: 3 clusters Score -1449510 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1449901.500000 Penalty: 3060.745850
	Iteration 2F: 3 clusters Score -1449902 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1450259.875000 Penalty: 3060.745850
	Iteration 3F: 3 clusters Score -1450260 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1450602.000000 Penalty: 3060.745850
	Iteration 4F: 3 clusters Score -1450602 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1450900.625000 Penalty: 3060.745850
	Iteration 5F: 3 clusters Score -1450901 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1451133.750000 Penalty: 3060.745850
	Iteration 6Q: 3 clusters Score -1451134 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1451319.250000 Penalty: 3060.745850
	Iteration 7Q: 3 clusters Score -1451319 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1451487.000000 Penalty: 3060.745850
	Iteration 8Q: 3 clusters Score -1451487 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1451611.250000 Penalty: 3060.745850
	Iteration 9Q: 3 clusters Score -1451611 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1451711.500000 Penalty: 3060.745850
	Iteration 10Q: 3 clusters Score -1451712 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1451805.250000 Penalty: 3060.745850
	Iteration 11Q: 3 clusters Score -1451805 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1451906.000000 Penalty: 3060.745850
	Iteration 12Q: 3 clusters Score -1451906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1452010.000000 Penalty: 3060.745850
	Iteration 13Q: 3 clusters Score -1452010 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1452109.750000 Penalty: 3060.745850
	Iteration 14Q: 3 clusters Score -1452110 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1452233.125000 Penalty: 3060.745850
	Iteration 15Q: 3 clusters Score -1452233 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1452340.250000 Penalty: 3060.745850
	Iteration 16Q: 3 clusters Score -1452340 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1452471.875000 Penalty: 3060.745850
	Iteration 17Q: 3 clusters Score -1452472 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1452609.750000 Penalty: 3060.745850
	Iteration 18Q: 3 clusters Score -1452610 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1452756.625000 Penalty: 3060.745850
	Iteration 19Q: 3 clusters Score -1452757 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1452945.500000 Penalty: 3060.745850
	Iteration 20F: 3 clusters Score -1452946 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1453129.375000 Penalty: 3060.745850
	Iteration 21Q: 3 clusters Score -1453129 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1453322.625000 Penalty: 3060.745850
	Iteration 22Q: 3 clusters Score -1453323 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1453554.500000 Penalty: 3060.745850
	Iteration 23Q: 3 clusters Score -1453554 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1453777.125000 Penalty: 3060.745850
	Iteration 24Q: 3 clusters Score -1453777 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1453939.375000 Penalty: 3060.745850
	Iteration 25Q: 3 clusters Score -1453939 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1454072.000000 Penalty: 3060.745850
	Iteration 26Q: 3 clusters Score -1454072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1454174.000000 Penalty: 3060.745850
	Iteration 27Q: 3 clusters Score -1454174 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1454273.625000 Penalty: 3060.745850
	Iteration 28Q: 3 clusters Score -1454274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1454335.875000 Penalty: 3060.745850
	Iteration 29Q: 3 clusters Score -1454336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1454368.875000 Penalty: 3060.745850
	Iteration 30Q: 3 clusters Score -1454369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1454383.000000 Penalty: 3060.745850
	Iteration 31Q: 3 clusters Score -1454383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1454387.375000 Penalty: 3060.745850
	Iteration 32Q: 3 clusters Score -1454387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1454387.125000 Penalty: 3060.745850
	Iteration 33Q: 3 clusters Score -1454387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1454390.750000 Penalty: 3060.745850
	Iteration 34Q: 3 clusters Score -1454391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1454394.625000 Penalty: 3060.745850
	Iteration 35Q: 3 clusters Score -1454395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1454396.625000 Penalty: 3060.745850
	Iteration 36Q: 3 clusters Score -1454397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1454396.750000 Penalty: 3060.745850
	Iteration 37Q: 3 clusters Score -1454397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1454400.125000 Penalty: 3060.745850
	Iteration 38Q: 3 clusters Score -1454400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1454400.750000 Penalty: 3060.745850
	Iteration 39Q: 3 clusters Score -1454401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1454439.125000 Penalty: 3060.745850
	Iteration 40F: 3 clusters Score -1454439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1454486.000000 Penalty: 3060.745850
	Iteration 41Q: 3 clusters Score -1454486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1454521.250000 Penalty: 3060.745850
	Iteration 42Q: 3 clusters Score -1454521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1454552.375000 Penalty: 3060.745850
	Iteration 43Q: 3 clusters Score -1454552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1454573.000000 Penalty: 3060.745850
	Iteration 44Q: 3 clusters Score -1454573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1454592.750000 Penalty: 3060.745850
	Iteration 45Q: 3 clusters Score -1454593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1454612.875000 Penalty: 3060.745850
	Iteration 46Q: 3 clusters Score -1454613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1454629.625000 Penalty: 3060.745850
	Iteration 47Q: 3 clusters Score -1454630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1454639.375000 Penalty: 3060.745850
	Iteration 48Q: 3 clusters Score -1454639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1454645.750000 Penalty: 3060.745850
	Iteration 49Q: 3 clusters Score -1454646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1454660.250000 Penalty: 3060.745850
	Iteration 50Q: 3 clusters Score -1454660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1454668.000000 Penalty: 3060.745850
	Iteration 51Q: 3 clusters Score -1454668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1454686.625000 Penalty: 3060.745850
	Iteration 52Q: 3 clusters Score -1454687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1454691.750000 Penalty: 3060.745850
	Iteration 53Q: 3 clusters Score -1454692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1454695.625000 Penalty: 3060.745850
	Iteration 54Q: 3 clusters Score -1454696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1454698.125000 Penalty: 3060.745850
	Iteration 55Q: 3 clusters Score -1454698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1454696.500000 Penalty: 3060.745850
	Iteration 56Q: 3 clusters Score -1454696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1454697.250000 Penalty: 3060.745850
	Iteration 57Q: 3 clusters Score -1454697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1454718.125000 Penalty: 3060.745850
	Iteration 58F: 3 clusters Score -1454718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1454739.875000 Penalty: 3060.745850
	Iteration 59Q: 3 clusters Score -1454740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1454761.125000 Penalty: 3060.745850
	Iteration 60F: 3 clusters Score -1454761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1454768.000000 Penalty: 3060.745850
	Iteration 61Q: 3 clusters Score -1454768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1454775.750000 Penalty: 3060.745850
	Iteration 62Q: 3 clusters Score -1454776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1454781.625000 Penalty: 3060.745850
	Iteration 63Q: 3 clusters Score -1454782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1454785.375000 Penalty: 3060.745850
	Iteration 64Q: 3 clusters Score -1454785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1454787.125000 Penalty: 3060.745850
	Iteration 65Q: 3 clusters Score -1454787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1454792.375000 Penalty: 3060.745850
	Iteration 66Q: 3 clusters Score -1454792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1454797.375000 Penalty: 3060.745850
	Iteration 67Q: 3 clusters Score -1454797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1454798.375000 Penalty: 3060.745850
	Iteration 68Q: 3 clusters Score -1454798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1454798.375000 Penalty: 3060.745850
	Iteration 69F: 3 clusters Score -1454798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Entering Unmasked Estep 
Score: -9996949.000000 Penalty: 1824.435425
	Iteration 0F: 2 clusters Score -9996949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -9949034.000000 Penalty: 3648.870850
	Iteration 0F: 3 clusters Score -9949034 nChanged 35790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -9969538.000000 Penalty: 3648.870850
	Iteration 1F: 3 clusters Score -9969538 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -9970063.000000 Penalty: 3648.870850
	Iteration 2Q: 3 clusters Score -9970063 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -9970570.000000 Penalty: 3648.870850
	Iteration 3Q: 3 clusters Score -9970570 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -9971109.000000 Penalty: 3648.870850
	Iteration 4Q: 3 clusters Score -9971109 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -9971746.000000 Penalty: 3648.870850
	Iteration 5Q: 3 clusters Score -9971746 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9972620.000000 Penalty: 3648.870850
	Iteration 6Q: 3 clusters Score -9972620 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -9973756.000000 Penalty: 3648.870850
	Iteration 7Q: 3 clusters Score -9973756 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -9975523.000000 Penalty: 3648.870850
	Iteration 8Q: 3 clusters Score -9975523 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -9978442.000000 Penalty: 3648.870850
	Iteration 9F: 3 clusters Score -9978442 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -9982452.000000 Penalty: 3648.870850
	Iteration 10F: 3 clusters Score -9982452 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -9985985.000000 Penalty: 3648.870850
	Iteration 11F: 3 clusters Score -9985985 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -9987766.000000 Penalty: 3648.870850
	Iteration 12Q: 3 clusters Score -9987766 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -9988909.000000 Penalty: 3648.870850
	Iteration 13Q: 3 clusters Score -9988909 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -9989836.000000 Penalty: 3648.870850
	Iteration 14Q: 3 clusters Score -9989836 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -9990917.000000 Penalty: 3648.870850
	Iteration 15Q: 3 clusters Score -9990917 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9991981 nChanged 1816
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9994005 nChanged 1464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9994682 nChanged 1192
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Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9995113 nChanged 1003
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9995375 nChanged 777
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Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9995542 nChanged 599
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Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9995687 nChanged 423
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Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9995762 nChanged 360
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Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9995784 nChanged 348
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Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9995798 nChanged 341
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Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9995832 nChanged 357
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Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9995854 nChanged 344
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Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9995890 nChanged 335
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Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9995869 nChanged 306
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Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9995911 nChanged 283
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Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9995935 nChanged 278
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Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9996003 nChanged 286
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Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9996042 nChanged 305
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Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9996040 nChanged 325
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Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9996030 nChanged 351
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Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9996055 nChanged 401
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Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9996029 nChanged 385
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Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9996050 nChanged 359
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Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9996044 nChanged 376
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Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9996037 nChanged 406
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Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21847 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21498 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21155 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9996239 nChanged 311
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Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9996233 nChanged 325
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9996218 nChanged 329
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Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9996276 nChanged 330
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Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9996314 nChanged 301
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Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9996336 nChanged 287
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Mstep: Class 1 contains 18941 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9996364 nChanged 279
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Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9996348 nChanged 234
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Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9996375 nChanged 208
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Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9996375 nChanged 192
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Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9996380 nChanged 202
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Mstep: Class 1 contains 17828 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9996401 nChanged 208
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Mstep: Class 1 contains 17620 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9996414 nChanged 250
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Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9996414 nChanged 248
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9996420 nChanged 258
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9996434 nChanged 259
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Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9996437 nChanged 269
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9996440 nChanged 272
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Mstep: Class 1 contains 16064 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9996436 nChanged 273
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Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9996460 nChanged 259
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Mstep: Class 1 contains 15532 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9996447 nChanged 226
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9996492 nChanged 238
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Mstep: Class 1 contains 15068 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9996522 nChanged 228
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9996538 nChanged 229
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9996535 nChanged 206
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	Iteration 74Q: 3 clusters Score -9996502 nChanged 197
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Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14004 members 
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	Iteration 76Q: 3 clusters Score -9996511 nChanged 211
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9996491 nChanged 179
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	Iteration 78Q: 3 clusters Score -9996504 nChanged 156
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9996519 nChanged 151
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9996541 nChanged 126
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9996543 nChanged 132
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	Iteration 82Q: 3 clusters Score -9996553 nChanged 123
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	Iteration 83Q: 3 clusters Score -9996507 nChanged 123
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9996500 nChanged 105
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	Iteration 85Q: 3 clusters Score -9996468 nChanged 114
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	Iteration 86Q: 3 clusters Score -9996482 nChanged 106
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Mstep: Class 1 contains 12482 members 
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	Iteration 87Q: 3 clusters Score -9996464 nChanged 93
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	Iteration 88Q: 3 clusters Score -9996457 nChanged 100
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9996454 nChanged 100
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	Iteration 90Q: 3 clusters Score -9996436 nChanged 95
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	Iteration 91Q: 3 clusters Score -9996446 nChanged 71
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	Iteration 92Q: 3 clusters Score -9996427 nChanged 56
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	Iteration 93Q: 3 clusters Score -9996436 nChanged 45
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	Iteration 94Q: 3 clusters Score -9996446 nChanged 42
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	Iteration 95Q: 3 clusters Score -9996436 nChanged 34
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	Iteration 96Q: 3 clusters Score -9996411 nChanged 26
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	Iteration 97Q: 3 clusters Score -9996425 nChanged 23
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	Iteration 98Q: 3 clusters Score -9996408 nChanged 21
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	Iteration 99Q: 3 clusters Score -9996400 nChanged 18
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	Iteration 100F: 3 clusters Score -9996403 nChanged 15
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	Iteration 101Q: 3 clusters Score -9996413 nChanged 18
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	Iteration 102Q: 3 clusters Score -9996410 nChanged 22
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	Iteration 103Q: 3 clusters Score -9996408 nChanged 28
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9996390 nChanged 33
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	Iteration 105Q: 3 clusters Score -9996396 nChanged 33
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	Iteration 106Q: 3 clusters Score -9996399 nChanged 22
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	Iteration 107Q: 3 clusters Score -9996385 nChanged 25
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	Iteration 108Q: 3 clusters Score -9996380 nChanged 24
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9996383 nChanged 21
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Entering Unmasked Estep 
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Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9996376 nChanged 19
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Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 63691 members 
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	Iteration 113Q: 3 clusters Score -9996375 nChanged 14
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Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 63705 members 
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	Iteration 114Q: 3 clusters Score -9996378 nChanged 12
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Mstep: Class 1 contains 11437 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9996381 nChanged 10
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Mstep: Class 1 contains 11427 members 
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	Iteration 116Q: 3 clusters Score -9996388 nChanged 12
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Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 63739 members 
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	Iteration 117Q: 3 clusters Score -9996387 nChanged 11
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Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 63750 members 
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	Iteration 118Q: 3 clusters Score -9996381 nChanged 13
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Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 63763 members 
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	Iteration 119Q: 3 clusters Score -9996376 nChanged 14
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Mstep: Class 1 contains 11377 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9996371 nChanged 11
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Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 63786 members 
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	Iteration 121Q: 3 clusters Score -9996377 nChanged 8
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Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9996368 nChanged 6
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Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9996365 nChanged 5
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Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9996360 nChanged 5
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 63808 members 
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	Iteration 125Q: 3 clusters Score -9996360 nChanged 3
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Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 63811 members 
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	Iteration 126Q: 3 clusters Score -9996361 nChanged 4
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Mstep: Class 1 contains 11339 members 
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	Iteration 127Q: 3 clusters Score -9996361 nChanged 2
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	Iteration 128Q: 3 clusters Score -9996368 nChanged 3
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Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 63820 members 
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	Iteration 129Q: 3 clusters Score -9996365 nChanged 6
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Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 63826 members 
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	Iteration 130Q: 3 clusters Score -9996369 nChanged 9
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	Iteration 131Q: 3 clusters Score -9996368 nChanged 6
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	Iteration 132Q: 3 clusters Score -9996375 nChanged 5
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	Iteration 133Q: 3 clusters Score -9996374 nChanged 7
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	Iteration 134Q: 3 clusters Score -9996376 nChanged 7
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	Iteration 135Q: 3 clusters Score -9996374 nChanged 3
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	Iteration 136Q: 3 clusters Score -9996380 nChanged 4
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	Iteration 137Q: 3 clusters Score -9996377 nChanged 9
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	Iteration 138Q: 3 clusters Score -9996373 nChanged 5
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	Iteration 139Q: 3 clusters Score -9996376 nChanged 4
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	Iteration 140F: 3 clusters Score -9996364 nChanged 5
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	Iteration 141Q: 3 clusters Score -9996361 nChanged 6
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	Iteration 142Q: 3 clusters Score -9996365 nChanged 9
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	Iteration 143Q: 3 clusters Score -9996363 nChanged 8
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	Iteration 144Q: 3 clusters Score -9996365 nChanged 12
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	Iteration 145Q: 3 clusters Score -9996367 nChanged 8
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	Iteration 146Q: 3 clusters Score -9996372 nChanged 9
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	Iteration 147Q: 3 clusters Score -9996369 nChanged 9
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	Iteration 148Q: 3 clusters Score -9996372 nChanged 10
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	Iteration 149Q: 3 clusters Score -9996356 nChanged 20
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	Iteration 150Q: 3 clusters Score -9996367 nChanged 16
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	Iteration 151Q: 3 clusters Score -9996357 nChanged 19
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	Iteration 152Q: 3 clusters Score -9996367 nChanged 29
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	Iteration 153Q: 3 clusters Score -9996358 nChanged 30
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	Iteration 154Q: 3 clusters Score -9996360 nChanged 23
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	Iteration 157Q: 3 clusters Score -9996352 nChanged 22
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	Iteration 158Q: 3 clusters Score -9996348 nChanged 24
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	Iteration 159Q: 3 clusters Score -9996356 nChanged 29
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	Iteration 160F: 3 clusters Score -9996353 nChanged 20
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	Iteration 161Q: 3 clusters Score -9996364 nChanged 30
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	Iteration 162Q: 3 clusters Score -9996344 nChanged 21
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	Iteration 163Q: 3 clusters Score -9996353 nChanged 25
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	Iteration 164Q: 3 clusters Score -9996340 nChanged 30
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	Iteration 178Q: 3 clusters Score -9996302 nChanged 22
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	Iteration 179Q: 3 clusters Score -9996301 nChanged 20
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	Iteration 180F: 3 clusters Score -9996291 nChanged 19
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	Iteration 182Q: 3 clusters Score -9996286 nChanged 22
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	Iteration 183Q: 3 clusters Score -9996282 nChanged 26
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	Iteration 186Q: 3 clusters Score -9996290 nChanged 18
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	Iteration 189Q: 3 clusters Score -9996270 nChanged 24
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	Iteration 190Q: 3 clusters Score -9996276 nChanged 24
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	Iteration 192Q: 3 clusters Score -9996277 nChanged 28
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	Iteration 193Q: 3 clusters Score -9996244 nChanged 22
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	Iteration 194Q: 3 clusters Score -9996263 nChanged 15
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	Iteration 195Q: 3 clusters Score -9996262 nChanged 17
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	Iteration 196Q: 3 clusters Score -9996259 nChanged 15
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	Iteration 198Q: 3 clusters Score -9996265 nChanged 9
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	Iteration 199Q: 3 clusters Score -9996270 nChanged 5
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	Iteration 200F: 3 clusters Score -9996270 nChanged 4
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	Iteration 201Q: 3 clusters Score -9996273 nChanged 1
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9996273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -9996270.000000 Penalty: 3648.870850
	Iteration 203Q: 3 clusters Score -9996270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -9996266.000000 Penalty: 3648.870850
	Iteration 204Q: 3 clusters Score -9996266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -9996262.000000 Penalty: 3648.870850
	Iteration 205Q: 3 clusters Score -9996262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -9996264.000000 Penalty: 3648.870850
	Iteration 206Q: 3 clusters Score -9996264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -9996260.000000 Penalty: 3648.870850
	Iteration 207Q: 3 clusters Score -9996260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -9996256.000000 Penalty: 3648.870850
	Iteration 208Q: 3 clusters Score -9996256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -9996267.000000 Penalty: 3648.870850
	Iteration 209Q: 3 clusters Score -9996267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -9996259.000000 Penalty: 3648.870850
	Iteration 210Q: 3 clusters Score -9996259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -9996256.000000 Penalty: 3648.870850
	Iteration 211Q: 3 clusters Score -9996256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -9996261.000000 Penalty: 3648.870850
	Iteration 212Q: 3 clusters Score -9996261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -9996258.000000 Penalty: 3648.870850
	Iteration 213Q: 3 clusters Score -9996258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -9996272.000000 Penalty: 3648.870850
	Iteration 214Q: 3 clusters Score -9996272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -9996268.000000 Penalty: 3648.870850
	Iteration 215Q: 3 clusters Score -9996268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -9996269.000000 Penalty: 3648.870850
	Iteration 216Q: 3 clusters Score -9996269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -9996270.000000 Penalty: 3648.870850
	Iteration 217Q: 3 clusters Score -9996270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -9996271.000000 Penalty: 3648.870850
	Iteration 218Q: 3 clusters Score -9996271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -9996268.000000 Penalty: 3648.870850
	Iteration 219Q: 3 clusters Score -9996268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -9996268.000000 Penalty: 3648.870850
	Iteration 220F: 3 clusters Score -9996268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Entering Unmasked Estep 
Score: -10974782.000000 Penalty: 1840.966797
	Iteration 0F: 2 clusters Score -1.097478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -10921623.000000 Penalty: 3681.933594
	Iteration 0F: 3 clusters Score -1.092162e+07 nChanged 39541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -10945428.000000 Penalty: 3681.933594
	Iteration 1F: 3 clusters Score -1.094543e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -10947218.000000 Penalty: 3681.933594
	Iteration 2Q: 3 clusters Score -1.094722e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -10950665.000000 Penalty: 3681.933594
	Iteration 3F: 3 clusters Score -1.095066e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -10956152.000000 Penalty: 3681.933594
	Iteration 4F: 3 clusters Score -1.095615e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -10963608.000000 Penalty: 3681.933594
	Iteration 5F: 3 clusters Score -1.096361e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -10971119.000000 Penalty: 3681.933594
	Iteration 6F: 3 clusters Score -1.097112e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -10975430.000000 Penalty: 3681.933594
	Iteration 7F: 3 clusters Score -1.097543e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -10976404.000000 Penalty: 3681.933594
	Iteration 8Q: 3 clusters Score -1.09764e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -10976652.000000 Penalty: 3681.933594
	Iteration 9Q: 3 clusters Score -1.097665e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -10976853.000000 Penalty: 3681.933594
	Iteration 10Q: 3 clusters Score -1.097685e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -10976857.000000 Penalty: 3681.933594
	Iteration 11Q: 3 clusters Score -1.097686e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -10976877.000000 Penalty: 3681.933594
	Iteration 12Q: 3 clusters Score -1.097688e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -10976913.000000 Penalty: 3681.933594
	Iteration 13Q: 3 clusters Score -1.097691e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -10976928.000000 Penalty: 3681.933594
	Iteration 14Q: 3 clusters Score -1.097693e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -10976949.000000 Penalty: 3681.933594
	Iteration 15Q: 3 clusters Score -1.097695e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -10976962.000000 Penalty: 3681.933594
	Iteration 16Q: 3 clusters Score -1.097696e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -10976946.000000 Penalty: 3681.933594
	Iteration 17Q: 3 clusters Score -1.097695e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -10976942.000000 Penalty: 3681.933594
	Iteration 18Q: 3 clusters Score -1.097694e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -10976962.000000 Penalty: 3681.933594
	Iteration 19Q: 3 clusters Score -1.097696e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -10976991.000000 Penalty: 3681.933594
	Iteration 20F: 3 clusters Score -1.097699e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -10976980.000000 Penalty: 3681.933594
	Iteration 21Q: 3 clusters Score -1.097698e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -10976976.000000 Penalty: 3681.933594
	Iteration 22Q: 3 clusters Score -1.097698e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -10976966.000000 Penalty: 3681.933594
	Iteration 23Q: 3 clusters Score -1.097697e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -10976961.000000 Penalty: 3681.933594
	Iteration 24Q: 3 clusters Score -1.097696e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -10976956.000000 Penalty: 3681.933594
	Iteration 25Q: 3 clusters Score -1.097696e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -10976959.000000 Penalty: 3681.933594
	Iteration 26Q: 3 clusters Score -1.097696e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -10976974.000000 Penalty: 3681.933594
	Iteration 27Q: 3 clusters Score -1.097697e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -10976926.000000 Penalty: 3681.933594
	Iteration 28Q: 3 clusters Score -1.097693e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -10976896.000000 Penalty: 3681.933594
	Iteration 29Q: 3 clusters Score -1.09769e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -10976908.000000 Penalty: 3681.933594
	Iteration 30Q: 3 clusters Score -1.097691e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -10976908.000000 Penalty: 3681.933594
	Iteration 31Q: 3 clusters Score -1.097691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -10976913.000000 Penalty: 3681.933594
	Iteration 32Q: 3 clusters Score -1.097691e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -10976918.000000 Penalty: 3681.933594
	Iteration 33Q: 3 clusters Score -1.097692e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -10976928.000000 Penalty: 3681.933594
	Iteration 34Q: 3 clusters Score -1.097693e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -10976898.000000 Penalty: 3681.933594
	Iteration 35Q: 3 clusters Score -1.09769e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -10976893.000000 Penalty: 3681.933594
	Iteration 36Q: 3 clusters Score -1.097689e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10976900.000000 Penalty: 3681.933594
	Iteration 37Q: 3 clusters Score -1.09769e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -10976916.000000 Penalty: 3681.933594
	Iteration 38Q: 3 clusters Score -1.097692e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -10976904.000000 Penalty: 3681.933594
	Iteration 39Q: 3 clusters Score -1.09769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -10976893.000000 Penalty: 3681.933594
	Iteration 40F: 3 clusters Score -1.097689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -10976896.000000 Penalty: 3681.933594
	Iteration 41Q: 3 clusters Score -1.09769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -10976861.000000 Penalty: 3681.933594
	Iteration 42Q: 3 clusters Score -1.097686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -10976863.000000 Penalty: 3681.933594
	Iteration 43Q: 3 clusters Score -1.097686e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -10976845.000000 Penalty: 3681.933594
	Iteration 44Q: 3 clusters Score -1.097684e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -10976867.000000 Penalty: 3681.933594
	Iteration 45Q: 3 clusters Score -1.097687e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -10976850.000000 Penalty: 3681.933594
	Iteration 46Q: 3 clusters Score -1.097685e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -10976855.000000 Penalty: 3681.933594
	Iteration 47Q: 3 clusters Score -1.097686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -10976855.000000 Penalty: 3681.933594
	Iteration 48Q: 3 clusters Score -1.097686e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -10976867.000000 Penalty: 3681.933594
	Iteration 49Q: 3 clusters Score -1.097687e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -10976885.000000 Penalty: 3681.933594
	Iteration 50Q: 3 clusters Score -1.097688e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -10976885.000000 Penalty: 3681.933594
	Iteration 51Q: 3 clusters Score -1.097688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -10976867.000000 Penalty: 3681.933594
	Iteration 52Q: 3 clusters Score -1.097687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -10976852.000000 Penalty: 3681.933594
	Iteration 53Q: 3 clusters Score -1.097685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -10976857.000000 Penalty: 3681.933594
	Iteration 54Q: 3 clusters Score -1.097686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -10976876.000000 Penalty: 3681.933594
	Iteration 55Q: 3 clusters Score -1.097688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -10976875.000000 Penalty: 3681.933594
	Iteration 56Q: 3 clusters Score -1.097688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -10976863.000000 Penalty: 3681.933594
	Iteration 57Q: 3 clusters Score -1.097686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -10976877.000000 Penalty: 3681.933594
	Iteration 58Q: 3 clusters Score -1.097688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -10976873.000000 Penalty: 3681.933594
	Iteration 59Q: 3 clusters Score -1.097687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -10976853.000000 Penalty: 3681.933594
	Iteration 60F: 3 clusters Score -1.097685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -10976865.000000 Penalty: 3681.933594
	Iteration 61Q: 3 clusters Score -1.097686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -10976894.000000 Penalty: 3681.933594
	Iteration 62Q: 3 clusters Score -1.097689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -10976870.000000 Penalty: 3681.933594
	Iteration 63Q: 3 clusters Score -1.097687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -10976870.000000 Penalty: 3681.933594
	Iteration 64Q: 3 clusters Score -1.097687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -10976853.000000 Penalty: 3681.933594
	Iteration 65Q: 3 clusters Score -1.097685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -10976858.000000 Penalty: 3681.933594
	Iteration 66Q: 3 clusters Score -1.097686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -10976856.000000 Penalty: 3681.933594
	Iteration 67Q: 3 clusters Score -1.097686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -10976835.000000 Penalty: 3681.933594
	Iteration 68Q: 3 clusters Score -1.097684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -10976832.000000 Penalty: 3681.933594
	Iteration 69Q: 3 clusters Score -1.097683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -10976832.000000 Penalty: 3681.933594
	Iteration 70Q: 3 clusters Score -1.097683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -10976836.000000 Penalty: 3681.933594
	Iteration 71Q: 3 clusters Score -1.097684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -10976849.000000 Penalty: 3681.933594
	Iteration 72Q: 3 clusters Score -1.097685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -10976840.000000 Penalty: 3681.933594
	Iteration 73Q: 3 clusters Score -1.097684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -10976835.000000 Penalty: 3681.933594
	Iteration 74Q: 3 clusters Score -1.097684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -10976836.000000 Penalty: 3681.933594
	Iteration 75Q: 3 clusters Score -1.097684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -10976845.000000 Penalty: 3681.933594
	Iteration 76Q: 3 clusters Score -1.097684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -10976849.000000 Penalty: 3681.933594
	Iteration 77Q: 3 clusters Score -1.097685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -10976848.000000 Penalty: 3681.933594
	Iteration 78Q: 3 clusters Score -1.097685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -10976849.000000 Penalty: 3681.933594
	Iteration 79Q: 3 clusters Score -1.097685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -10976850.000000 Penalty: 3681.933594
	Iteration 80F: 3 clusters Score -1.097685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -10976839.000000 Penalty: 3681.933594
	Iteration 81Q: 3 clusters Score -1.097684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -10976838.000000 Penalty: 3681.933594
	Iteration 82Q: 3 clusters Score -1.097684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -10976832.000000 Penalty: 3681.933594
	Iteration 83Q: 3 clusters Score -1.097683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -10976827.000000 Penalty: 3681.933594
	Iteration 84Q: 3 clusters Score -1.097683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -10976828.000000 Penalty: 3681.933594
	Iteration 85Q: 3 clusters Score -1.097683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -10976807.000000 Penalty: 3681.933594
	Iteration 86Q: 3 clusters Score -1.097681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10976815.000000 Penalty: 3681.933594
	Iteration 87Q: 3 clusters Score -1.097682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -10976824.000000 Penalty: 3681.933594
	Iteration 88Q: 3 clusters Score -1.097682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -10976826.000000 Penalty: 3681.933594
	Iteration 89Q: 3 clusters Score -1.097683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -10976829.000000 Penalty: 3681.933594
	Iteration 90Q: 3 clusters Score -1.097683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -10976829.000000 Penalty: 3681.933594
	Iteration 91Q: 3 clusters Score -1.097683e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -10976819.000000 Penalty: 3681.933594
	Iteration 92Q: 3 clusters Score -1.097682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -10976825.000000 Penalty: 3681.933594
	Iteration 93Q: 3 clusters Score -1.097682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -10976829.000000 Penalty: 3681.933594
	Iteration 94Q: 3 clusters Score -1.097683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -10976830.000000 Penalty: 3681.933594
	Iteration 95Q: 3 clusters Score -1.097683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -10976828.000000 Penalty: 3681.933594
	Iteration 96Q: 3 clusters Score -1.097683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -10976817.000000 Penalty: 3681.933594
	Iteration 97Q: 3 clusters Score -1.097682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -10976813.000000 Penalty: 3681.933594
	Iteration 98Q: 3 clusters Score -1.097681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -10976830.000000 Penalty: 3681.933594
	Iteration 99Q: 3 clusters Score -1.097683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -10976824.000000 Penalty: 3681.933594
	Iteration 100F: 3 clusters Score -1.097682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -10976819.000000 Penalty: 3681.933594
	Iteration 101Q: 3 clusters Score -1.097682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -10976825.000000 Penalty: 3681.933594
	Iteration 102Q: 3 clusters Score -1.097682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -10976834.000000 Penalty: 3681.933594
	Iteration 103Q: 3 clusters Score -1.097683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -10976828.000000 Penalty: 3681.933594
	Iteration 104Q: 3 clusters Score -1.097683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -10976836.000000 Penalty: 3681.933594
	Iteration 105Q: 3 clusters Score -1.097684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -10976823.000000 Penalty: 3681.933594
	Iteration 106Q: 3 clusters Score -1.097682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -10976830.000000 Penalty: 3681.933594
	Iteration 107Q: 3 clusters Score -1.097683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -10976819.000000 Penalty: 3681.933594
	Iteration 108Q: 3 clusters Score -1.097682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -10976818.000000 Penalty: 3681.933594
	Iteration 109Q: 3 clusters Score -1.097682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -10976825.000000 Penalty: 3681.933594
	Iteration 110Q: 3 clusters Score -1.097682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -10976828.000000 Penalty: 3681.933594
	Iteration 111Q: 3 clusters Score -1.097683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -10976822.000000 Penalty: 3681.933594
	Iteration 112Q: 3 clusters Score -1.097682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -10976824.000000 Penalty: 3681.933594
	Iteration 113Q: 3 clusters Score -1.097682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -10976830.000000 Penalty: 3681.933594
	Iteration 114Q: 3 clusters Score -1.097683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -10976836.000000 Penalty: 3681.933594
	Iteration 115Q: 3 clusters Score -1.097684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -10976829.000000 Penalty: 3681.933594
	Iteration 116Q: 3 clusters Score -1.097683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -10976829.000000 Penalty: 3681.933594
	Iteration 117F: 3 clusters Score -1.097683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 53454 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66924 members 
Mstep: Class 10 contains 76942 members 
Mstep: Class 11 contains 9118 members 
Mstep: Class 12 contains 82754 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80293 members 
Mstep: Class 21 contains 82764 members 
Mstep: Class 22 contains 45823 members 
Mstep: Class 23 contains 20407 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74830 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 55360 members 
Mstep: Class 30 contains 12304 members 
Mstep: Class 31 contains 75154 members 
Mstep: Class 32 contains 73506 members 
Mstep: Class 33 contains 3567 members 
Mstep: Class 34 contains 2785 members 
Mstep: Class 35 contains 1384 members 
Mstep: Class 36 contains 51078 members 
Mstep: Class 37 contains 9696 members 
Entering Unmasked Estep 
Score: -127778736.000000 Penalty: 83069.179688
Splitting cluster 32 changes total score from -127765560.000000 to -127778736.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 33 (3567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Entering Unmasked Estep 
Score: -464794.843750 Penalty: 1329.165649
	Iteration 0F: 2 clusters Score -464794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -461786.968750 Penalty: 2658.331299
	Iteration 0F: 3 clusters Score -461787 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -462540.031250 Penalty: 2658.331299
	Iteration 1F: 3 clusters Score -462540 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -462669.531250 Penalty: 2658.331299
	Iteration 2F: 3 clusters Score -462669.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -462752.781250 Penalty: 2658.331299
	Iteration 3Q: 3 clusters Score -462752.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462816.937500 Penalty: 2658.331299
	Iteration 4Q: 3 clusters Score -462816.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -462879.250000 Penalty: 2658.331299
	Iteration 5Q: 3 clusters Score -462879.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -462944.687500 Penalty: 2658.331299
	Iteration 6Q: 3 clusters Score -462944.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -463002.500000 Penalty: 2658.331299
	Iteration 7Q: 3 clusters Score -463002.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -463055.281250 Penalty: 2658.331299
	Iteration 8Q: 3 clusters Score -463055.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -463106.968750 Penalty: 2658.331299
	Iteration 9Q: 3 clusters Score -463107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -463154.375000 Penalty: 2658.331299
	Iteration 10Q: 3 clusters Score -463154.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -463198.031250 Penalty: 2658.331299
	Iteration 11Q: 3 clusters Score -463198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -463250.781250 Penalty: 2658.331299
	Iteration 12Q: 3 clusters Score -463250.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -463314.500000 Penalty: 2658.331299
	Iteration 13Q: 3 clusters Score -463314.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -463385.093750 Penalty: 2658.331299
	Iteration 14Q: 3 clusters Score -463385.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -463472.625000 Penalty: 2658.331299
	Iteration 15Q: 3 clusters Score -463472.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -463562.093750 Penalty: 2658.331299
	Iteration 16Q: 3 clusters Score -463562.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -463639.906250 Penalty: 2658.331299
	Iteration 17Q: 3 clusters Score -463639.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -463739.468750 Penalty: 2658.331299
	Iteration 18Q: 3 clusters Score -463739.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -463841.656250 Penalty: 2658.331299
	Iteration 19Q: 3 clusters Score -463841.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -463901.906250 Penalty: 2658.331299
	Iteration 20F: 3 clusters Score -463901.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -463949.093750 Penalty: 2658.331299
	Iteration 21Q: 3 clusters Score -463949.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -463990.375000 Penalty: 2658.331299
	Iteration 22Q: 3 clusters Score -463990.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -464023.906250 Penalty: 2658.331299
	Iteration 23Q: 3 clusters Score -464023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -464042.812500 Penalty: 2658.331299
	Iteration 24Q: 3 clusters Score -464042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -464049.906250 Penalty: 2658.331299
	Iteration 25Q: 3 clusters Score -464049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -464051.812500 Penalty: 2658.331299
	Iteration 26Q: 3 clusters Score -464051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -464052.031250 Penalty: 2658.331299
	Iteration 27Q: 3 clusters Score -464052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -464052.906250 Penalty: 2658.331299
	Iteration 28Q: 3 clusters Score -464052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -464052.906250 Penalty: 2658.331299
	Iteration 29F: 3 clusters Score -464052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -355121.375000 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -355121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352539.312500 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -352539.3 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -353124.968750 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -353125 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -353232.406250 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -353232.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -353298.437500 Penalty: 2577.900879
	Iteration 3Q: 3 clusters Score -353298.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -353342.781250 Penalty: 2577.900879
	Iteration 4Q: 3 clusters Score -353342.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -353377.968750 Penalty: 2577.900879
	Iteration 5Q: 3 clusters Score -353378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -353412.937500 Penalty: 2577.900879
	Iteration 6Q: 3 clusters Score -353412.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -353443.593750 Penalty: 2577.900879
	Iteration 7Q: 3 clusters Score -353443.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -353465.406250 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -353465.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -353486.062500 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -353486.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -353506.312500 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -353506.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -353521.625000 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -353521.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -353533.218750 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -353533.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -353543.562500 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -353543.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -353556.437500 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -353556.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -353578.250000 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -353578.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -353604.343750 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -353604.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -353627.468750 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -353627.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -353646.031250 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -353646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -353666.781250 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -353666.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -353689.000000 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -353689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -353715.687500 Penalty: 2577.900879
	Iteration 21Q: 3 clusters Score -353715.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -353739.406250 Penalty: 2577.900879
	Iteration 22Q: 3 clusters Score -353739.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -353759.062500 Penalty: 2577.900879
	Iteration 23Q: 3 clusters Score -353759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -353781.343750 Penalty: 2577.900879
	Iteration 24Q: 3 clusters Score -353781.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -353807.468750 Penalty: 2577.900879
	Iteration 25Q: 3 clusters Score -353807.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -353835.250000 Penalty: 2577.900879
	Iteration 26Q: 3 clusters Score -353835.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -353856.906250 Penalty: 2577.900879
	Iteration 27Q: 3 clusters Score -353856.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -353888.343750 Penalty: 2577.900879
	Iteration 28Q: 3 clusters Score -353888.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -353916.937500 Penalty: 2577.900879
	Iteration 29Q: 3 clusters Score -353916.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -353940.531250 Penalty: 2577.900879
	Iteration 30Q: 3 clusters Score -353940.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -353963.718750 Penalty: 2577.900879
	Iteration 31Q: 3 clusters Score -353963.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -353977.312500 Penalty: 2577.900879
	Iteration 32Q: 3 clusters Score -353977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -353989.031250 Penalty: 2577.900879
	Iteration 33Q: 3 clusters Score -353989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -353999.687500 Penalty: 2577.900879
	Iteration 34Q: 3 clusters Score -353999.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -354004.281250 Penalty: 2577.900879
	Iteration 35Q: 3 clusters Score -354004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -354008.437500 Penalty: 2577.900879
	Iteration 36Q: 3 clusters Score -354008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -354015.187500 Penalty: 2577.900879
	Iteration 37Q: 3 clusters Score -354015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -354018.750000 Penalty: 2577.900879
	Iteration 38Q: 3 clusters Score -354018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -354020.968750 Penalty: 2577.900879
	Iteration 39Q: 3 clusters Score -354021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -354021.781250 Penalty: 2577.900879
	Iteration 40F: 3 clusters Score -354021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -354022.500000 Penalty: 2577.900879
	Iteration 41Q: 3 clusters Score -354022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -354023.156250 Penalty: 2577.900879
	Iteration 42Q: 3 clusters Score -354023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -354024.031250 Penalty: 2577.900879
	Iteration 43Q: 3 clusters Score -354024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -354025.843750 Penalty: 2577.900879
	Iteration 44Q: 3 clusters Score -354025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -354028.156250 Penalty: 2577.900879
	Iteration 45Q: 3 clusters Score -354028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -354031.031250 Penalty: 2577.900879
	Iteration 46Q: 3 clusters Score -354031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -354034.843750 Penalty: 2577.900879
	Iteration 47Q: 3 clusters Score -354034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -354036.375000 Penalty: 2577.900879
	Iteration 48Q: 3 clusters Score -354036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -354037.843750 Penalty: 2577.900879
	Iteration 49Q: 3 clusters Score -354037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -354040.281250 Penalty: 2577.900879
	Iteration 50Q: 3 clusters Score -354040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -354041.093750 Penalty: 2577.900879
	Iteration 51Q: 3 clusters Score -354041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -354040.812500 Penalty: 2577.900879
	Iteration 52Q: 3 clusters Score -354040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -354040.812500 Penalty: 2577.900879
	Iteration 53F: 3 clusters Score -354040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -156328.937500 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -156328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -154663.203125 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -154663.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -155022.796875 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -155022.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -155141.218750 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -155141.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155218.265625 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -155218.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -155262.343750 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -155262.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155299.734375 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -155299.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155327.171875 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -155327.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155349.593750 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -155349.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -155364.562500 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -155364.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155374.890625 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -155374.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155391.703125 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -155391.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -155403.546875 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -155403.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -155415.640625 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -155415.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -155434.187500 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -155434.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -155444.203125 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -155444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155459.187500 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -155459.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155495.062500 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -155495.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -155533.953125 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -155534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -155564.156250 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -155564.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -155587.015625 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -155587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -155605.437500 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -155605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155622.484375 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -155622.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -155631.359375 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -155631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155640.500000 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -155640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155643.984375 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -155644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155647.312500 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -155647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155649.312500 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -155649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155651.531250 Penalty: 2350.638428
	Iteration 27Q: 3 clusters Score -155651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155653.937500 Penalty: 2350.638428
	Iteration 28Q: 3 clusters Score -155653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155654.296875 Penalty: 2350.638428
	Iteration 29Q: 3 clusters Score -155654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155656.187500 Penalty: 2350.638428
	Iteration 30Q: 3 clusters Score -155656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155658.031250 Penalty: 2350.638428
	Iteration 31Q: 3 clusters Score -155658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155658.796875 Penalty: 2350.638428
	Iteration 32Q: 3 clusters Score -155658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155659.656250 Penalty: 2350.638428
	Iteration 33Q: 3 clusters Score -155659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155661.703125 Penalty: 2350.638428
	Iteration 34Q: 3 clusters Score -155661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155663.453125 Penalty: 2350.638428
	Iteration 35Q: 3 clusters Score -155663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155669.781250 Penalty: 2350.638428
	Iteration 36Q: 3 clusters Score -155669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -155671.656250 Penalty: 2350.638428
	Iteration 37Q: 3 clusters Score -155671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -155671.828125 Penalty: 2350.638428
	Iteration 38Q: 3 clusters Score -155671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155672.218750 Penalty: 2350.638428
	Iteration 39Q: 3 clusters Score -155672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -155672.781250 Penalty: 2350.638428
	Iteration 40F: 3 clusters Score -155672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 53454 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66924 members 
Mstep: Class 10 contains 76942 members 
Mstep: Class 11 contains 9118 members 
Mstep: Class 12 contains 82754 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80293 members 
Mstep: Class 21 contains 82764 members 
Mstep: Class 22 contains 45823 members 
Mstep: Class 23 contains 20407 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74830 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 55360 members 
Mstep: Class 30 contains 12304 members 
Mstep: Class 31 contains 75154 members 
Mstep: Class 32 contains 73506 members 
Mstep: Class 33 contains 3567 members 
Mstep: Class 34 contains 2785 members 
Mstep: Class 35 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781560.000000 Penalty: 83069.179688
Iteration 119Q: 38 clusters Score -1.277816e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 53170 members 
Mstep: Class 3 contains 16038 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 2447 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66674 members 
Mstep: Class 10 contains 77025 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 82589 members 
Mstep: Class 13 contains 27827 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 15 contains 13823 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 11370 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 80031 members 
Mstep: Class 21 contains 82903 members 
Mstep: Class 22 contains 45601 members 
Mstep: Class 23 contains 20401 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 74992 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 55674 members 
Mstep: Class 30 contains 12317 members 
Mstep: Class 31 contains 75152 members 
Mstep: Class 32 contains 73657 members 
Mstep: Class 33 contains 3523 members 
Mstep: Class 34 contains 2786 members 
Mstep: Class 35 contains 1393 members 
Mstep: Class 36 contains 51889 members 
Mstep: Class 37 contains 9861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783480.000000 Penalty: 83069.179688
Iteration 120F: 38 clusters Score -1.277835e+08 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 52884 members 
Mstep: Class 3 contains 15835 members 
Mstep: Class 4 contains 7704 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 15540 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66184 members 
Mstep: Class 10 contains 77035 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 82333 members 
Mstep: Class 13 contains 27800 members 
Mstep: Class 14 contains 5572 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 77113 members 
Mstep: Class 21 contains 83018 members 
Mstep: Class 22 contains 45346 members 
Mstep: Class 23 contains 20401 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75153 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 56045 members 
Mstep: Class 30 contains 12345 members 
Mstep: Class 31 contains 75162 members 
Mstep: Class 32 contains 73884 members 
Mstep: Class 33 contains 3504 members 
Mstep: Class 34 contains 2788 members 
Mstep: Class 35 contains 1400 members 
Mstep: Class 36 contains 55713 members 
Mstep: Class 37 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784096.000000 Penalty: 83069.179688
Iteration 121Q: 38 clusters Score -1.277841e+08 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 52667 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 15526 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65780 members 
Mstep: Class 10 contains 77025 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 82237 members 
Mstep: Class 13 contains 27783 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 13526 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 10837 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 74572 members 
Mstep: Class 21 contains 83127 members 
Mstep: Class 22 contains 45132 members 
Mstep: Class 23 contains 20410 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75239 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 56346 members 
Mstep: Class 30 contains 12367 members 
Mstep: Class 31 contains 75194 members 
Mstep: Class 32 contains 74179 members 
Mstep: Class 33 contains 3489 members 
Mstep: Class 34 contains 2789 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 58877 members 
Mstep: Class 37 contains 10149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784968.000000 Penalty: 83069.179688
Iteration 122Q: 38 clusters Score -1.27785e+08 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 52445 members 
Mstep: Class 3 contains 15542 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 15521 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65401 members 
Mstep: Class 10 contains 77005 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 82239 members 
Mstep: Class 13 contains 27762 members 
Mstep: Class 14 contains 5547 members 
Mstep: Class 15 contains 13401 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 10614 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 71985 members 
Mstep: Class 21 contains 83192 members 
Mstep: Class 22 contains 44917 members 
Mstep: Class 23 contains 20431 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75333 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 56639 members 
Mstep: Class 30 contains 12379 members 
Mstep: Class 31 contains 75249 members 
Mstep: Class 32 contains 74509 members 
Mstep: Class 33 contains 3471 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 1409 members 
Mstep: Class 36 contains 61907 members 
Mstep: Class 37 contains 10197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785104.000000 Penalty: 83069.179688
Iteration 123Q: 38 clusters Score -1.277851e+08 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 52280 members 
Mstep: Class 3 contains 15440 members 
Mstep: Class 4 contains 7764 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 15516 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65007 members 
Mstep: Class 10 contains 76935 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 82342 members 
Mstep: Class 13 contains 27758 members 
Mstep: Class 14 contains 5539 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 10431 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 68768 members 
Mstep: Class 21 contains 83301 members 
Mstep: Class 22 contains 44732 members 
Mstep: Class 23 contains 20442 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75370 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 57171 members 
Mstep: Class 30 contains 12395 members 
Mstep: Class 31 contains 75266 members 
Mstep: Class 32 contains 74860 members 
Mstep: Class 33 contains 3440 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 1414 members 
Mstep: Class 36 contains 65190 members 
Mstep: Class 37 contains 10215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786080.000000 Penalty: 83069.179688
Iteration 124Q: 38 clusters Score -1.277861e+08 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 52153 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 4 contains 7778 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64770 members 
Mstep: Class 10 contains 76791 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 82420 members 
Mstep: Class 13 contains 27758 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 65155 members 
Mstep: Class 21 contains 83384 members 
Mstep: Class 22 contains 44558 members 
Mstep: Class 23 contains 20442 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75405 members 
Mstep: Class 26 contains 1918 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 57890 members 
Mstep: Class 30 contains 12405 members 
Mstep: Class 31 contains 75279 members 
Mstep: Class 32 contains 75237 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 1420 members 
Mstep: Class 36 contains 68490 members 
Mstep: Class 37 contains 10240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786888.000000 Penalty: 83069.179688
Iteration 125Q: 38 clusters Score -1.277869e+08 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 52048 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 7789 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 15500 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64521 members 
Mstep: Class 10 contains 76625 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 82532 members 
Mstep: Class 13 contains 27756 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 13121 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 10175 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 61334 members 
Mstep: Class 21 contains 83425 members 
Mstep: Class 22 contains 44409 members 
Mstep: Class 23 contains 20452 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75458 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 58944 members 
Mstep: Class 30 contains 12421 members 
Mstep: Class 31 contains 75273 members 
Mstep: Class 32 contains 75592 members 
Mstep: Class 33 contains 3375 members 
Mstep: Class 34 contains 2791 members 
Mstep: Class 35 contains 1426 members 
Mstep: Class 36 contains 71685 members 
Mstep: Class 37 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786680.000000 Penalty: 83069.179688
Iteration 126Q: 38 clusters Score -1.277867e+08 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 51952 members 
Mstep: Class 3 contains 15213 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 15484 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64316 members 
Mstep: Class 10 contains 76444 members 
Mstep: Class 11 contains 8935 members 
Mstep: Class 12 contains 82744 members 
Mstep: Class 13 contains 27764 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 15 contains 13050 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 57552 members 
Mstep: Class 21 contains 83500 members 
Mstep: Class 22 contains 44256 members 
Mstep: Class 23 contains 20471 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75488 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 60193 members 
Mstep: Class 30 contains 12433 members 
Mstep: Class 31 contains 75246 members 
Mstep: Class 32 contains 75929 members 
Mstep: Class 33 contains 3349 members 
Mstep: Class 34 contains 2791 members 
Mstep: Class 35 contains 1434 members 
Mstep: Class 36 contains 74486 members 
Mstep: Class 37 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785824.000000 Penalty: 83069.179688
Iteration 127Q: 38 clusters Score -1.277858e+08 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 51858 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 15484 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64194 members 
Mstep: Class 10 contains 76297 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 82984 members 
Mstep: Class 13 contains 27768 members 
Mstep: Class 14 contains 5500 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 10021 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 53857 members 
Mstep: Class 21 contains 83524 members 
Mstep: Class 22 contains 44115 members 
Mstep: Class 23 contains 20484 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75547 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 61732 members 
Mstep: Class 30 contains 12455 members 
Mstep: Class 31 contains 75204 members 
Mstep: Class 32 contains 76215 members 
Mstep: Class 33 contains 3323 members 
Mstep: Class 34 contains 2791 members 
Mstep: Class 35 contains 1440 members 
Mstep: Class 36 contains 76760 members 
Mstep: Class 37 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785272.000000 Penalty: 83069.179688
Iteration 128Q: 38 clusters Score -1.277853e+08 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 51743 members 
Mstep: Class 3 contains 15150 members 
Mstep: Class 4 contains 7818 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 15482 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64242 members 
Mstep: Class 10 contains 76172 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 83256 members 
Mstep: Class 13 contains 27781 members 
Mstep: Class 14 contains 5492 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 10008 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 50722 members 
Mstep: Class 21 contains 83497 members 
Mstep: Class 22 contains 43955 members 
Mstep: Class 23 contains 20496 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75610 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 63517 members 
Mstep: Class 30 contains 12460 members 
Mstep: Class 31 contains 75130 members 
Mstep: Class 32 contains 76506 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 2792 members 
Mstep: Class 35 contains 1443 members 
Mstep: Class 36 contains 78074 members 
Mstep: Class 37 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785008.000000 Penalty: 83069.179688
Iteration 129Q: 38 clusters Score -1.27785e+08 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 51650 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 7830 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 15479 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64352 members 
Mstep: Class 10 contains 76028 members 
Mstep: Class 11 contains 8862 members 
Mstep: Class 12 contains 83606 members 
Mstep: Class 13 contains 27787 members 
Mstep: Class 14 contains 5488 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 10052 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 48516 members 
Mstep: Class 21 contains 83515 members 
Mstep: Class 22 contains 43820 members 
Mstep: Class 23 contains 20503 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75653 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 65597 members 
Mstep: Class 30 contains 12477 members 
Mstep: Class 31 contains 75006 members 
Mstep: Class 32 contains 76765 members 
Mstep: Class 33 contains 3264 members 
Mstep: Class 34 contains 2792 members 
Mstep: Class 35 contains 1443 members 
Mstep: Class 36 contains 77958 members 
Mstep: Class 37 contains 10258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784472.000000 Penalty: 83069.179688
Iteration 130Q: 38 clusters Score -1.277845e+08 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 51584 members 
Mstep: Class 3 contains 15092 members 
Mstep: Class 4 contains 7851 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 15471 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64533 members 
Mstep: Class 10 contains 75840 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 84009 members 
Mstep: Class 13 contains 27803 members 
Mstep: Class 14 contains 5485 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 10132 members 
Mstep: Class 18 contains 4790 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 47026 members 
Mstep: Class 21 contains 83515 members 
Mstep: Class 22 contains 43677 members 
Mstep: Class 23 contains 20516 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75675 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 67829 members 
Mstep: Class 30 contains 12493 members 
Mstep: Class 31 contains 74850 members 
Mstep: Class 32 contains 77064 members 
Mstep: Class 33 contains 3230 members 
Mstep: Class 34 contains 2792 members 
Mstep: Class 35 contains 1444 members 
Mstep: Class 36 contains 76875 members 
Mstep: Class 37 contains 10261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784232.000000 Penalty: 83069.179688
Iteration 131Q: 38 clusters Score -1.277842e+08 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 15063 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 15457 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64733 members 
Mstep: Class 10 contains 75619 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 84444 members 
Mstep: Class 13 contains 27801 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 10247 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 45946 members 
Mstep: Class 21 contains 83446 members 
Mstep: Class 22 contains 43551 members 
Mstep: Class 23 contains 20521 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75760 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 70074 members 
Mstep: Class 30 contains 12519 members 
Mstep: Class 31 contains 74678 members 
Mstep: Class 32 contains 77354 members 
Mstep: Class 33 contains 3200 members 
Mstep: Class 34 contains 2792 members 
Mstep: Class 35 contains 1445 members 
Mstep: Class 36 contains 75311 members 
Mstep: Class 37 contains 10268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783768.000000 Penalty: 83069.179688
Iteration 132Q: 38 clusters Score -1.277838e+08 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 51496 members 
Mstep: Class 3 contains 15049 members 
Mstep: Class 4 contains 7859 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 15454 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64895 members 
Mstep: Class 10 contains 75410 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 84848 members 
Mstep: Class 13 contains 27806 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 12636 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 45152 members 
Mstep: Class 21 contains 83324 members 
Mstep: Class 22 contains 43433 members 
Mstep: Class 23 contains 20525 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75832 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 72274 members 
Mstep: Class 30 contains 12546 members 
Mstep: Class 31 contains 74564 members 
Mstep: Class 32 contains 77626 members 
Mstep: Class 33 contains 3181 members 
Mstep: Class 34 contains 2794 members 
Mstep: Class 35 contains 1445 members 
Mstep: Class 36 contains 73572 members 
Mstep: Class 37 contains 10279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783872.000000 Penalty: 83069.179688
Iteration 133Q: 38 clusters Score -1.277839e+08 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 51436 members 
Mstep: Class 3 contains 15014 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 15454 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65046 members 
Mstep: Class 10 contains 75237 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 85272 members 
Mstep: Class 13 contains 27825 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 12579 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 10481 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 44527 members 
Mstep: Class 21 contains 83172 members 
Mstep: Class 22 contains 43321 members 
Mstep: Class 23 contains 20524 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75902 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1834 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 74369 members 
Mstep: Class 30 contains 12576 members 
Mstep: Class 31 contains 74458 members 
Mstep: Class 32 contains 77837 members 
Mstep: Class 33 contains 3158 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1444 members 
Mstep: Class 36 contains 71791 members 
Mstep: Class 37 contains 10301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784064.000000 Penalty: 83069.179688
Iteration 134Q: 38 clusters Score -1.277841e+08 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 51388 members 
Mstep: Class 3 contains 15001 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 15456 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65186 members 
Mstep: Class 10 contains 75067 members 
Mstep: Class 11 contains 8781 members 
Mstep: Class 12 contains 85762 members 
Mstep: Class 13 contains 27833 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 12525 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 10593 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 44041 members 
Mstep: Class 21 contains 83008 members 
Mstep: Class 22 contains 43214 members 
Mstep: Class 23 contains 20516 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 75952 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 76318 members 
Mstep: Class 30 contains 12604 members 
Mstep: Class 31 contains 74325 members 
Mstep: Class 32 contains 78023 members 
Mstep: Class 33 contains 3135 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1443 members 
Mstep: Class 36 contains 69999 members 
Mstep: Class 37 contains 10318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783736.000000 Penalty: 83069.179688
Iteration 135Q: 38 clusters Score -1.277837e+08 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 51339 members 
Mstep: Class 3 contains 14967 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 15447 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65283 members 
Mstep: Class 10 contains 74949 members 
Mstep: Class 11 contains 8773 members 
Mstep: Class 12 contains 86229 members 
Mstep: Class 13 contains 27844 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 12477 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 10701 members 
Mstep: Class 18 contains 4781 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 43617 members 
Mstep: Class 21 contains 82773 members 
Mstep: Class 22 contains 43110 members 
Mstep: Class 23 contains 20514 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76010 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 78273 members 
Mstep: Class 30 contains 12629 members 
Mstep: Class 31 contains 74230 members 
Mstep: Class 32 contains 78199 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1444 members 
Mstep: Class 36 contains 68228 members 
Mstep: Class 37 contains 10341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784504.000000 Penalty: 83069.179688
Iteration 136Q: 38 clusters Score -1.277845e+08 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 51292 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 15441 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65345 members 
Mstep: Class 10 contains 74837 members 
Mstep: Class 11 contains 8769 members 
Mstep: Class 12 contains 86595 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 12429 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 4781 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 43241 members 
Mstep: Class 21 contains 82539 members 
Mstep: Class 22 contains 43012 members 
Mstep: Class 23 contains 20513 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76119 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 80231 members 
Mstep: Class 30 contains 12642 members 
Mstep: Class 31 contains 74154 members 
Mstep: Class 32 contains 78367 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1445 members 
Mstep: Class 36 contains 66419 members 
Mstep: Class 37 contains 10368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784848.000000 Penalty: 83069.179688
Iteration 137Q: 38 clusters Score -1.277848e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 51242 members 
Mstep: Class 3 contains 14938 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 15436 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65415 members 
Mstep: Class 10 contains 74698 members 
Mstep: Class 11 contains 8762 members 
Mstep: Class 12 contains 86908 members 
Mstep: Class 13 contains 27855 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 12390 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 10957 members 
Mstep: Class 18 contains 4781 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 42913 members 
Mstep: Class 21 contains 82345 members 
Mstep: Class 22 contains 42912 members 
Mstep: Class 23 contains 20508 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76223 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 82113 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 74096 members 
Mstep: Class 32 contains 78529 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1447 members 
Mstep: Class 36 contains 64636 members 
Mstep: Class 37 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784784.000000 Penalty: 83069.179688
Iteration 138Q: 38 clusters Score -1.277848e+08 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 51193 members 
Mstep: Class 3 contains 14955 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65438 members 
Mstep: Class 10 contains 74554 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 87226 members 
Mstep: Class 13 contains 27869 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 12349 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 42661 members 
Mstep: Class 21 contains 82127 members 
Mstep: Class 22 contains 42843 members 
Mstep: Class 23 contains 20502 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76341 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 83813 members 
Mstep: Class 30 contains 12676 members 
Mstep: Class 31 contains 74043 members 
Mstep: Class 32 contains 78666 members 
Mstep: Class 33 contains 3060 members 
Mstep: Class 34 contains 2794 members 
Mstep: Class 35 contains 1449 members 
Mstep: Class 36 contains 62990 members 
Mstep: Class 37 contains 10448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784640.000000 Penalty: 83069.179688
Iteration 139Q: 38 clusters Score -1.277846e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 51149 members 
Mstep: Class 3 contains 14969 members 
Mstep: Class 4 contains 7935 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 15419 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65444 members 
Mstep: Class 10 contains 74383 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 87516 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 5439 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 42404 members 
Mstep: Class 21 contains 81974 members 
Mstep: Class 22 contains 42757 members 
Mstep: Class 23 contains 20506 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76461 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 85331 members 
Mstep: Class 30 contains 12693 members 
Mstep: Class 31 contains 74002 members 
Mstep: Class 32 contains 78775 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1450 members 
Mstep: Class 36 contains 61566 members 
Mstep: Class 37 contains 10480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785200.000000 Penalty: 83069.179688
Iteration 140F: 38 clusters Score -1.277852e+08 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 51121 members 
Mstep: Class 3 contains 14966 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 15412 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65429 members 
Mstep: Class 10 contains 74234 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 87767 members 
Mstep: Class 13 contains 27903 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 11239 members 
Mstep: Class 18 contains 4784 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 40173 members 
Mstep: Class 21 contains 81773 members 
Mstep: Class 22 contains 42675 members 
Mstep: Class 23 contains 20503 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 86721 members 
Mstep: Class 30 contains 12706 members 
Mstep: Class 31 contains 74018 members 
Mstep: Class 32 contains 78883 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 1449 members 
Mstep: Class 36 contains 62281 members 
Mstep: Class 37 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784976.000000 Penalty: 83069.179688
Iteration 141Q: 38 clusters Score -1.27785e+08 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 14995 members 
Mstep: Class 4 contains 7949 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 15410 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65424 members 
Mstep: Class 10 contains 74100 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 87996 members 
Mstep: Class 13 contains 27924 members 
Mstep: Class 14 contains 5432 members 
Mstep: Class 15 contains 12258 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 37879 members 
Mstep: Class 21 contains 81618 members 
Mstep: Class 22 contains 42608 members 
Mstep: Class 23 contains 20507 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76699 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 88230 members 
Mstep: Class 30 contains 12715 members 
Mstep: Class 31 contains 73993 members 
Mstep: Class 32 contains 78995 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 1449 members 
Mstep: Class 36 contains 62940 members 
Mstep: Class 37 contains 10510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784688.000000 Penalty: 83069.179688
Iteration 142Q: 38 clusters Score -1.277847e+08 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 51093 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65440 members 
Mstep: Class 10 contains 73971 members 
Mstep: Class 11 contains 8724 members 
Mstep: Class 12 contains 88200 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 35616 members 
Mstep: Class 21 contains 81493 members 
Mstep: Class 22 contains 42515 members 
Mstep: Class 23 contains 20509 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76796 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 89736 members 
Mstep: Class 30 contains 12730 members 
Mstep: Class 31 contains 73968 members 
Mstep: Class 32 contains 79110 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 1451 members 
Mstep: Class 36 contains 63578 members 
Mstep: Class 37 contains 10509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783776.000000 Penalty: 83069.179688
Iteration 143Q: 38 clusters Score -1.277838e+08 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 51089 members 
Mstep: Class 3 contains 15036 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 15403 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65462 members 
Mstep: Class 10 contains 73851 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 88397 members 
Mstep: Class 13 contains 27969 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 11399 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 33280 members 
Mstep: Class 21 contains 81359 members 
Mstep: Class 22 contains 42439 members 
Mstep: Class 23 contains 20509 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76870 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 91223 members 
Mstep: Class 30 contains 12743 members 
Mstep: Class 31 contains 73917 members 
Mstep: Class 32 contains 79233 members 
Mstep: Class 33 contains 3019 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 1451 members 
Mstep: Class 36 contains 64322 members 
Mstep: Class 37 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783104.000000 Penalty: 83069.179688
Iteration 144Q: 38 clusters Score -1.277831e+08 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 51061 members 
Mstep: Class 3 contains 15067 members 
Mstep: Class 4 contains 7983 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65473 members 
Mstep: Class 10 contains 73745 members 
Mstep: Class 11 contains 8706 members 
Mstep: Class 12 contains 88535 members 
Mstep: Class 13 contains 27986 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 11421 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 30977 members 
Mstep: Class 21 contains 81237 members 
Mstep: Class 22 contains 42369 members 
Mstep: Class 23 contains 20507 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 76941 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 92607 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 73893 members 
Mstep: Class 32 contains 79336 members 
Mstep: Class 33 contains 3005 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 65185 members 
Mstep: Class 37 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782360.000000 Penalty: 83069.179688
Iteration 145Q: 38 clusters Score -1.277824e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 51050 members 
Mstep: Class 3 contains 15103 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 15409 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65535 members 
Mstep: Class 10 contains 73626 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 88635 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 12151 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 11413 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 28838 members 
Mstep: Class 21 contains 81135 members 
Mstep: Class 22 contains 42309 members 
Mstep: Class 23 contains 20506 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77014 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 93918 members 
Mstep: Class 30 contains 12763 members 
Mstep: Class 31 contains 73862 members 
Mstep: Class 32 contains 79435 members 
Mstep: Class 33 contains 2991 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1457 members 
Mstep: Class 36 contains 65956 members 
Mstep: Class 37 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781664.000000 Penalty: 83069.179688
Iteration 146Q: 38 clusters Score -1.277817e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 51041 members 
Mstep: Class 3 contains 15152 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 15418 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65559 members 
Mstep: Class 10 contains 73536 members 
Mstep: Class 11 contains 8706 members 
Mstep: Class 12 contains 88724 members 
Mstep: Class 13 contains 28017 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 11375 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 26922 members 
Mstep: Class 21 contains 81041 members 
Mstep: Class 22 contains 42255 members 
Mstep: Class 23 contains 20505 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77032 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 95142 members 
Mstep: Class 30 contains 12773 members 
Mstep: Class 31 contains 73848 members 
Mstep: Class 32 contains 79546 members 
Mstep: Class 33 contains 2983 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1462 members 
Mstep: Class 36 contains 66628 members 
Mstep: Class 37 contains 10571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781432.000000 Penalty: 83069.179688
Iteration 147Q: 38 clusters Score -1.277814e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 51015 members 
Mstep: Class 3 contains 15185 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 15405 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65620 members 
Mstep: Class 10 contains 73432 members 
Mstep: Class 11 contains 8711 members 
Mstep: Class 12 contains 88780 members 
Mstep: Class 13 contains 28035 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 12092 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 25126 members 
Mstep: Class 21 contains 81003 members 
Mstep: Class 22 contains 42199 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77060 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 96206 members 
Mstep: Class 30 contains 12780 members 
Mstep: Class 31 contains 73855 members 
Mstep: Class 32 contains 79639 members 
Mstep: Class 33 contains 2965 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1467 members 
Mstep: Class 36 contains 67445 members 
Mstep: Class 37 contains 10584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780952.000000 Penalty: 83069.179688
Iteration 148Q: 38 clusters Score -1.27781e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 50995 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65665 members 
Mstep: Class 10 contains 73378 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 88803 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 23411 members 
Mstep: Class 21 contains 80956 members 
Mstep: Class 22 contains 42126 members 
Mstep: Class 23 contains 20504 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77074 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 97149 members 
Mstep: Class 30 contains 12777 members 
Mstep: Class 31 contains 73861 members 
Mstep: Class 32 contains 79726 members 
Mstep: Class 33 contains 2939 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1471 members 
Mstep: Class 36 contains 68381 members 
Mstep: Class 37 contains 10603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780232.000000 Penalty: 83069.179688
Iteration 149Q: 38 clusters Score -1.277802e+08 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 50971 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 15402 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65722 members 
Mstep: Class 10 contains 73327 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 88848 members 
Mstep: Class 13 contains 28068 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 10894 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 21856 members 
Mstep: Class 21 contains 80907 members 
Mstep: Class 22 contains 42066 members 
Mstep: Class 23 contains 20503 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77060 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 97887 members 
Mstep: Class 30 contains 12777 members 
Mstep: Class 31 contains 73877 members 
Mstep: Class 32 contains 79805 members 
Mstep: Class 33 contains 2920 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1474 members 
Mstep: Class 36 contains 69364 members 
Mstep: Class 37 contains 10622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779256.000000 Penalty: 83069.179688
Iteration 150Q: 38 clusters Score -1.277793e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 50949 members 
Mstep: Class 3 contains 15313 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 15402 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65733 members 
Mstep: Class 10 contains 73291 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 88834 members 
Mstep: Class 13 contains 28085 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 20428 members 
Mstep: Class 21 contains 80851 members 
Mstep: Class 22 contains 42016 members 
Mstep: Class 23 contains 20508 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77054 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98556 members 
Mstep: Class 30 contains 12779 members 
Mstep: Class 31 contains 73918 members 
Mstep: Class 32 contains 79861 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1474 members 
Mstep: Class 36 contains 70356 members 
Mstep: Class 37 contains 10637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779064.000000 Penalty: 83069.179688
Iteration 151Q: 38 clusters Score -1.277791e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 50936 members 
Mstep: Class 3 contains 15359 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 15405 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65755 members 
Mstep: Class 10 contains 73238 members 
Mstep: Class 11 contains 8711 members 
Mstep: Class 12 contains 88839 members 
Mstep: Class 13 contains 28098 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 10490 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 19207 members 
Mstep: Class 21 contains 80826 members 
Mstep: Class 22 contains 41960 members 
Mstep: Class 23 contains 20511 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77050 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 99117 members 
Mstep: Class 30 contains 12787 members 
Mstep: Class 31 contains 73960 members 
Mstep: Class 32 contains 79929 members 
Mstep: Class 33 contains 2889 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1474 members 
Mstep: Class 36 contains 71196 members 
Mstep: Class 37 contains 10652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778040.000000 Penalty: 83069.179688
Iteration 152Q: 38 clusters Score -1.27778e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 50934 members 
Mstep: Class 3 contains 15386 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 15407 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65803 members 
Mstep: Class 10 contains 73187 members 
Mstep: Class 11 contains 8711 members 
Mstep: Class 12 contains 88844 members 
Mstep: Class 13 contains 28110 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 11935 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 18117 members 
Mstep: Class 21 contains 80778 members 
Mstep: Class 22 contains 41931 members 
Mstep: Class 23 contains 20510 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77057 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 99568 members 
Mstep: Class 30 contains 12790 members 
Mstep: Class 31 contains 74008 members 
Mstep: Class 32 contains 79984 members 
Mstep: Class 33 contains 2870 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1474 members 
Mstep: Class 36 contains 72022 members 
Mstep: Class 37 contains 10670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777368.000000 Penalty: 83069.179688
Iteration 153Q: 38 clusters Score -1.277774e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 50932 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 15392 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65842 members 
Mstep: Class 10 contains 73156 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 88822 members 
Mstep: Class 13 contains 28117 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 9989 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 17167 members 
Mstep: Class 21 contains 80730 members 
Mstep: Class 22 contains 41902 members 
Mstep: Class 23 contains 20510 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77081 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100004 members 
Mstep: Class 30 contains 12782 members 
Mstep: Class 31 contains 74055 members 
Mstep: Class 32 contains 80012 members 
Mstep: Class 33 contains 2853 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1474 members 
Mstep: Class 36 contains 72764 members 
Mstep: Class 37 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776720.000000 Penalty: 83069.179688
Iteration 154Q: 38 clusters Score -1.277767e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 50920 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 15388 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65925 members 
Mstep: Class 10 contains 73162 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 88765 members 
Mstep: Class 13 contains 28124 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 11894 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 9703 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 16323 members 
Mstep: Class 21 contains 80672 members 
Mstep: Class 22 contains 41869 members 
Mstep: Class 23 contains 20509 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77080 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100467 members 
Mstep: Class 30 contains 12779 members 
Mstep: Class 31 contains 74130 members 
Mstep: Class 32 contains 80048 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1475 members 
Mstep: Class 36 contains 73370 members 
Mstep: Class 37 contains 10709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776112.000000 Penalty: 83069.179688
Iteration 155Q: 38 clusters Score -1.277761e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 50901 members 
Mstep: Class 3 contains 15544 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 15387 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66029 members 
Mstep: Class 10 contains 73148 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 12 contains 88696 members 
Mstep: Class 13 contains 28123 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 11875 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 9373 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 15602 members 
Mstep: Class 21 contains 80626 members 
Mstep: Class 22 contains 41832 members 
Mstep: Class 23 contains 20512 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77113 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100877 members 
Mstep: Class 30 contains 12777 members 
Mstep: Class 31 contains 74190 members 
Mstep: Class 32 contains 80072 members 
Mstep: Class 33 contains 2819 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 1478 members 
Mstep: Class 36 contains 73917 members 
Mstep: Class 37 contains 10728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775584.000000 Penalty: 83069.179688
Iteration 156Q: 38 clusters Score -1.277756e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50907 members 
Mstep: Class 3 contains 15605 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66101 members 
Mstep: Class 10 contains 73135 members 
Mstep: Class 11 contains 8698 members 
Mstep: Class 12 contains 88651 members 
Mstep: Class 13 contains 28131 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 9043 members 
Mstep: Class 18 contains 4789 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 14993 members 
Mstep: Class 21 contains 80550 members 
Mstep: Class 22 contains 41805 members 
Mstep: Class 23 contains 20517 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77137 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 101277 members 
Mstep: Class 30 contains 12775 members 
Mstep: Class 31 contains 74262 members 
Mstep: Class 32 contains 80099 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1479 members 
Mstep: Class 36 contains 74366 members 
Mstep: Class 37 contains 10745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774568.000000 Penalty: 83069.179688
Iteration 157Q: 38 clusters Score -1.277746e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50909 members 
Mstep: Class 3 contains 15677 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66180 members 
Mstep: Class 10 contains 73145 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 88595 members 
Mstep: Class 13 contains 28134 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 11834 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 8693 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 14432 members 
Mstep: Class 21 contains 80478 members 
Mstep: Class 22 contains 41763 members 
Mstep: Class 23 contains 20521 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77148 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 101669 members 
Mstep: Class 30 contains 12770 members 
Mstep: Class 31 contains 74373 members 
Mstep: Class 32 contains 80129 members 
Mstep: Class 33 contains 2791 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1479 members 
Mstep: Class 36 contains 74739 members 
Mstep: Class 37 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773992.000000 Penalty: 83069.179688
Iteration 158Q: 38 clusters Score -1.27774e+08 nChanged 2293
Entering ConstructFrom: 
Score: -127773992.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -463439.062500 Penalty: 1336.252197
	Iteration 0F: 2 clusters Score -463439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -460233.843750 Penalty: 2672.504395
	Iteration 0F: 3 clusters Score -460233.8 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -461158.593750 Penalty: 2672.504395
	Iteration 1F: 3 clusters Score -461158.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -461447.281250 Penalty: 2672.504395
	Iteration 2F: 3 clusters Score -461447.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -461653.062500 Penalty: 2672.504395
	Iteration 3F: 3 clusters Score -461653.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -461784.562500 Penalty: 2672.504395
	Iteration 4F: 3 clusters Score -461784.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -461891.125000 Penalty: 2672.504395
	Iteration 5Q: 3 clusters Score -461891.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -462001.093750 Penalty: 2672.504395
	Iteration 6Q: 3 clusters Score -462001.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -462104.375000 Penalty: 2672.504395
	Iteration 7Q: 3 clusters Score -462104.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -462184.812500 Penalty: 2672.504395
	Iteration 8Q: 3 clusters Score -462184.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -462272.031250 Penalty: 2672.504395
	Iteration 9Q: 3 clusters Score -462272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -462349.562500 Penalty: 2672.504395
	Iteration 10Q: 3 clusters Score -462349.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -462397.312500 Penalty: 2672.504395
	Iteration 11Q: 3 clusters Score -462397.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -462440.375000 Penalty: 2672.504395
	Iteration 12Q: 3 clusters Score -462440.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -462477.468750 Penalty: 2672.504395
	Iteration 13Q: 3 clusters Score -462477.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -462509.781250 Penalty: 2672.504395
	Iteration 14Q: 3 clusters Score -462509.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -462531.437500 Penalty: 2672.504395
	Iteration 15Q: 3 clusters Score -462531.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -462548.968750 Penalty: 2672.504395
	Iteration 16Q: 3 clusters Score -462549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -462560.718750 Penalty: 2672.504395
	Iteration 17Q: 3 clusters Score -462560.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -462565.468750 Penalty: 2672.504395
	Iteration 18Q: 3 clusters Score -462565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -462568.500000 Penalty: 2672.504395
	Iteration 19Q: 3 clusters Score -462568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -462572.843750 Penalty: 2672.504395
	Iteration 20F: 3 clusters Score -462572.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -462577.343750 Penalty: 2672.504395
	Iteration 21Q: 3 clusters Score -462577.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -462582.593750 Penalty: 2672.504395
	Iteration 22Q: 3 clusters Score -462582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -462585.468750 Penalty: 2672.504395
	Iteration 23Q: 3 clusters Score -462585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -462586.343750 Penalty: 2672.504395
	Iteration 24Q: 3 clusters Score -462586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -462588.156250 Penalty: 2672.504395
	Iteration 25Q: 3 clusters Score -462588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -462592.906250 Penalty: 2672.504395
	Iteration 26Q: 3 clusters Score -462592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -462603.687500 Penalty: 2672.504395
	Iteration 27Q: 3 clusters Score -462603.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -462647.468750 Penalty: 2672.504395
	Iteration 28Q: 3 clusters Score -462647.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -462809.156250 Penalty: 2672.504395
	Iteration 29Q: 3 clusters Score -462809.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -463031.687500 Penalty: 2672.504395
	Iteration 30Q: 3 clusters Score -463031.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -463219.781250 Penalty: 2672.504395
	Iteration 31Q: 3 clusters Score -463219.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -463367.656250 Penalty: 2672.504395
	Iteration 32Q: 3 clusters Score -463367.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -463515.218750 Penalty: 2672.504395
	Iteration 33Q: 3 clusters Score -463515.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -463599.312500 Penalty: 2672.504395
	Iteration 34Q: 3 clusters Score -463599.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -463629.281250 Penalty: 2672.504395
	Iteration 35Q: 3 clusters Score -463629.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -463639.500000 Penalty: 2672.504395
	Iteration 36Q: 3 clusters Score -463639.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -463646.687500 Penalty: 2672.504395
	Iteration 37Q: 3 clusters Score -463646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -463651.656250 Penalty: 2672.504395
	Iteration 38Q: 3 clusters Score -463651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -463652.468750 Penalty: 2672.504395
	Iteration 39Q: 3 clusters Score -463652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -463652.468750 Penalty: 2672.504395
	Iteration 40F: 3 clusters Score -463652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 50904 members 
Mstep: Class 3 contains 15734 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66233 members 
Mstep: Class 10 contains 73147 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 88539 members 
Mstep: Class 13 contains 28139 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 13899 members 
Mstep: Class 21 contains 80447 members 
Mstep: Class 22 contains 41723 members 
Mstep: Class 23 contains 20523 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77162 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102061 members 
Mstep: Class 30 contains 12767 members 
Mstep: Class 31 contains 74460 members 
Mstep: Class 32 contains 80156 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1479 members 
Mstep: Class 36 contains 75088 members 
Mstep: Class 37 contains 10772 members 
Mstep: Class 38 contains 2900 members 
Entering Unmasked Estep 
Score: -127772568.000000 Penalty: 85314.296875
Splitting cluster 1 changes total score from -127773992.000000 to -127772568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Entering Unmasked Estep 
Score: -6405180.000000 Penalty: 1761.125732
	Iteration 0F: 2 clusters Score -6405180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -6371286.500000 Penalty: 3522.251465
	Iteration 0F: 3 clusters Score -6371286 nChanged 23860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6384524.000000 Penalty: 3522.251465
	Iteration 1F: 3 clusters Score -6384524 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -6384979.500000 Penalty: 3522.251465
	Iteration 2Q: 3 clusters Score -6384980 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -6385418.000000 Penalty: 3522.251465
	Iteration 3Q: 3 clusters Score -6385418 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -6385815.500000 Penalty: 3522.251465
	Iteration 4Q: 3 clusters Score -6385816 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6386361.000000 Penalty: 3522.251465
	Iteration 5Q: 3 clusters Score -6386361 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6386935.000000 Penalty: 3522.251465
	Iteration 6Q: 3 clusters Score -6386935 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -6387677.500000 Penalty: 3522.251465
	Iteration 7Q: 3 clusters Score -6387678 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -6388660.000000 Penalty: 3522.251465
	Iteration 8Q: 3 clusters Score -6388660 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6389966.000000 Penalty: 3522.251465
	Iteration 9F: 3 clusters Score -6389966 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -6391753.000000 Penalty: 3522.251465
	Iteration 10F: 3 clusters Score -6391753 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -6394145.000000 Penalty: 3522.251465
	Iteration 11F: 3 clusters Score -6394145 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -6396921.500000 Penalty: 3522.251465
	Iteration 12F: 3 clusters Score -6396922 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6399700.500000 Penalty: 3522.251465
	Iteration 13F: 3 clusters Score -6399700 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6401793.000000 Penalty: 3522.251465
	Iteration 14Q: 3 clusters Score -6401793 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6402780.000000 Penalty: 3522.251465
	Iteration 15Q: 3 clusters Score -6402780 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6403232.000000 Penalty: 3522.251465
	Iteration 16Q: 3 clusters Score -6403232 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6403426.500000 Penalty: 3522.251465
	Iteration 17Q: 3 clusters Score -6403426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6403512.000000 Penalty: 3522.251465
	Iteration 18Q: 3 clusters Score -6403512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6403542.000000 Penalty: 3522.251465
	Iteration 19Q: 3 clusters Score -6403542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6403557.500000 Penalty: 3522.251465
	Iteration 20F: 3 clusters Score -6403558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6403565.000000 Penalty: 3522.251465
	Iteration 21Q: 3 clusters Score -6403565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6403574.000000 Penalty: 3522.251465
	Iteration 22Q: 3 clusters Score -6403574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6403582.500000 Penalty: 3522.251465
	Iteration 23Q: 3 clusters Score -6403582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6403580.500000 Penalty: 3522.251465
	Iteration 24Q: 3 clusters Score -6403580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6403582.000000 Penalty: 3522.251465
	Iteration 25Q: 3 clusters Score -6403582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6403580.000000 Penalty: 3522.251465
	Iteration 26Q: 3 clusters Score -6403580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6403583.000000 Penalty: 3522.251465
	Iteration 27Q: 3 clusters Score -6403583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6403586.000000 Penalty: 3522.251465
	Iteration 28Q: 3 clusters Score -6403586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6403588.500000 Penalty: 3522.251465
	Iteration 29Q: 3 clusters Score -6403588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6403588.500000 Penalty: 3522.251465
	Iteration 30F: 3 clusters Score -6403588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Entering Unmasked Estep 
Score: -1973740.250000 Penalty: 1570.331543
	Iteration 0F: 2 clusters Score -1973740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1962832.250000 Penalty: 3140.663086
	Iteration 0F: 3 clusters Score -1962832 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1966662.625000 Penalty: 3140.663086
	Iteration 1F: 3 clusters Score -1966663 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1967071.125000 Penalty: 3140.663086
	Iteration 2F: 3 clusters Score -1967071 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1967533.500000 Penalty: 3140.663086
	Iteration 3F: 3 clusters Score -1967534 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1968122.250000 Penalty: 3140.663086
	Iteration 4F: 3 clusters Score -1968122 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1968818.250000 Penalty: 3140.663086
	Iteration 5F: 3 clusters Score -1968818 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1969600.625000 Penalty: 3140.663086
	Iteration 6F: 3 clusters Score -1969601 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1970362.875000 Penalty: 3140.663086
	Iteration 7F: 3 clusters Score -1970363 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1971155.875000 Penalty: 3140.663086
	Iteration 8F: 3 clusters Score -1971156 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1971728.625000 Penalty: 3140.663086
	Iteration 9Q: 3 clusters Score -1971729 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1972069.125000 Penalty: 3140.663086
	Iteration 10Q: 3 clusters Score -1972069 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1972219.625000 Penalty: 3140.663086
	Iteration 11Q: 3 clusters Score -1972220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1972320.250000 Penalty: 3140.663086
	Iteration 12Q: 3 clusters Score -1972320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1972362.750000 Penalty: 3140.663086
	Iteration 13Q: 3 clusters Score -1972363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1972395.125000 Penalty: 3140.663086
	Iteration 14Q: 3 clusters Score -1972395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1972428.250000 Penalty: 3140.663086
	Iteration 15Q: 3 clusters Score -1972428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1972447.625000 Penalty: 3140.663086
	Iteration 16Q: 3 clusters Score -1972448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1972457.625000 Penalty: 3140.663086
	Iteration 17Q: 3 clusters Score -1972458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1972465.125000 Penalty: 3140.663086
	Iteration 18Q: 3 clusters Score -1972465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1972469.875000 Penalty: 3140.663086
	Iteration 19Q: 3 clusters Score -1972470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1972475.000000 Penalty: 3140.663086
	Iteration 20F: 3 clusters Score -1972475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1972478.125000 Penalty: 3140.663086
	Iteration 21Q: 3 clusters Score -1972478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1972482.125000 Penalty: 3140.663086
	Iteration 22Q: 3 clusters Score -1972482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1972487.750000 Penalty: 3140.663086
	Iteration 23Q: 3 clusters Score -1972488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1972487.000000 Penalty: 3140.663086
	Iteration 24Q: 3 clusters Score -1972487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1972493.000000 Penalty: 3140.663086
	Iteration 25Q: 3 clusters Score -1972493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1972492.500000 Penalty: 3140.663086
	Iteration 26Q: 3 clusters Score -1972492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1972492.500000 Penalty: 3140.663086
	Iteration 27F: 3 clusters Score -1972492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -1074439.125000 Penalty: 1461.694092
	Iteration 0F: 2 clusters Score -1074439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1068491.375000 Penalty: 2923.388184
	Iteration 0F: 3 clusters Score -1068491 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1070321.125000 Penalty: 2923.388184
	Iteration 1F: 3 clusters Score -1070321 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1070556.875000 Penalty: 2923.388184
	Iteration 2F: 3 clusters Score -1070557 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1070724.875000 Penalty: 2923.388184
	Iteration 3F: 3 clusters Score -1070725 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1070880.625000 Penalty: 2923.388184
	Iteration 4Q: 3 clusters Score -1070881 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1071015.250000 Penalty: 2923.388184
	Iteration 5Q: 3 clusters Score -1071015 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1071163.125000 Penalty: 2923.388184
	Iteration 6Q: 3 clusters Score -1071163 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1071333.000000 Penalty: 2923.388184
	Iteration 7Q: 3 clusters Score -1071333 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1071530.250000 Penalty: 2923.388184
	Iteration 8Q: 3 clusters Score -1071530 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1071761.000000 Penalty: 2923.388184
	Iteration 9Q: 3 clusters Score -1071761 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1072021.875000 Penalty: 2923.388184
	Iteration 10Q: 3 clusters Score -1072022 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1072272.375000 Penalty: 2923.388184
	Iteration 11Q: 3 clusters Score -1072272 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1072483.000000 Penalty: 2923.388184
	Iteration 12Q: 3 clusters Score -1072483 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1072645.375000 Penalty: 2923.388184
	Iteration 13Q: 3 clusters Score -1072645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1072743.125000 Penalty: 2923.388184
	Iteration 14Q: 3 clusters Score -1072743 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1072810.375000 Penalty: 2923.388184
	Iteration 15Q: 3 clusters Score -1072810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1072852.250000 Penalty: 2923.388184
	Iteration 16Q: 3 clusters Score -1072852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1072878.875000 Penalty: 2923.388184
	Iteration 17Q: 3 clusters Score -1072879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1072905.000000 Penalty: 2923.388184
	Iteration 18Q: 3 clusters Score -1072905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1072925.500000 Penalty: 2923.388184
	Iteration 19Q: 3 clusters Score -1072926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1072940.875000 Penalty: 2923.388184
	Iteration 20F: 3 clusters Score -1072941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1072959.625000 Penalty: 2923.388184
	Iteration 21Q: 3 clusters Score -1072960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1072979.500000 Penalty: 2923.388184
	Iteration 22Q: 3 clusters Score -1072980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1072989.625000 Penalty: 2923.388184
	Iteration 23Q: 3 clusters Score -1072990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1072998.375000 Penalty: 2923.388184
	Iteration 24Q: 3 clusters Score -1072998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1073001.625000 Penalty: 2923.388184
	Iteration 25Q: 3 clusters Score -1073002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1073003.625000 Penalty: 2923.388184
	Iteration 26Q: 3 clusters Score -1073004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1073004.500000 Penalty: 2923.388184
	Iteration 27Q: 3 clusters Score -1073004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1073005.750000 Penalty: 2923.388184
	Iteration 28Q: 3 clusters Score -1073006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1073007.625000 Penalty: 2923.388184
	Iteration 29Q: 3 clusters Score -1073008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1073009.750000 Penalty: 2923.388184
	Iteration 30Q: 3 clusters Score -1073010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1073012.000000 Penalty: 2923.388184
	Iteration 31Q: 3 clusters Score -1073012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1073014.625000 Penalty: 2923.388184
	Iteration 32Q: 3 clusters Score -1073015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1073016.500000 Penalty: 2923.388184
	Iteration 33Q: 3 clusters Score -1073016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1073018.250000 Penalty: 2923.388184
	Iteration 34Q: 3 clusters Score -1073018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1073020.875000 Penalty: 2923.388184
	Iteration 35Q: 3 clusters Score -1073021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1073023.000000 Penalty: 2923.388184
	Iteration 36Q: 3 clusters Score -1073023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1073025.250000 Penalty: 2923.388184
	Iteration 37Q: 3 clusters Score -1073025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1073030.000000 Penalty: 2923.388184
	Iteration 38Q: 3 clusters Score -1073030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1073033.625000 Penalty: 2923.388184
	Iteration 39Q: 3 clusters Score -1073034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1073039.375000 Penalty: 2923.388184
	Iteration 40F: 3 clusters Score -1073039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1073042.375000 Penalty: 2923.388184
	Iteration 41Q: 3 clusters Score -1073042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1073047.250000 Penalty: 2923.388184
	Iteration 42Q: 3 clusters Score -1073047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1073049.500000 Penalty: 2923.388184
	Iteration 43Q: 3 clusters Score -1073050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1073052.000000 Penalty: 2923.388184
	Iteration 44Q: 3 clusters Score -1073052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1073057.250000 Penalty: 2923.388184
	Iteration 45Q: 3 clusters Score -1073057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1073057.500000 Penalty: 2923.388184
	Iteration 46Q: 3 clusters Score -1073058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1073061.750000 Penalty: 2923.388184
	Iteration 47Q: 3 clusters Score -1073062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1073069.000000 Penalty: 2923.388184
	Iteration 48Q: 3 clusters Score -1073069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1073073.500000 Penalty: 2923.388184
	Iteration 49Q: 3 clusters Score -1073074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1073077.625000 Penalty: 2923.388184
	Iteration 50Q: 3 clusters Score -1073078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1073082.000000 Penalty: 2923.388184
	Iteration 51Q: 3 clusters Score -1073082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1073083.875000 Penalty: 2923.388184
	Iteration 52Q: 3 clusters Score -1073084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1073081.125000 Penalty: 2923.388184
	Iteration 53Q: 3 clusters Score -1073081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1073081.250000 Penalty: 2923.388184
	Iteration 54Q: 3 clusters Score -1073081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1073082.750000 Penalty: 2923.388184
	Iteration 55Q: 3 clusters Score -1073083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1073088.750000 Penalty: 2923.388184
	Iteration 56Q: 3 clusters Score -1073089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1073090.750000 Penalty: 2923.388184
	Iteration 57Q: 3 clusters Score -1073091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1073093.500000 Penalty: 2923.388184
	Iteration 58Q: 3 clusters Score -1073094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1073091.500000 Penalty: 2923.388184
	Iteration 59Q: 3 clusters Score -1073092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1073093.250000 Penalty: 2923.388184
	Iteration 60F: 3 clusters Score -1073093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1073096.625000 Penalty: 2923.388184
	Iteration 61Q: 3 clusters Score -1073097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1073097.750000 Penalty: 2923.388184
	Iteration 62Q: 3 clusters Score -1073098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1073100.250000 Penalty: 2923.388184
	Iteration 63Q: 3 clusters Score -1073100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1073103.125000 Penalty: 2923.388184
	Iteration 64Q: 3 clusters Score -1073103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1073104.625000 Penalty: 2923.388184
	Iteration 65Q: 3 clusters Score -1073105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1073107.625000 Penalty: 2923.388184
	Iteration 66Q: 3 clusters Score -1073108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1073109.625000 Penalty: 2923.388184
	Iteration 67Q: 3 clusters Score -1073110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1073109.125000 Penalty: 2923.388184
	Iteration 68Q: 3 clusters Score -1073109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1073113.250000 Penalty: 2923.388184
	Iteration 69Q: 3 clusters Score -1073113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1073116.625000 Penalty: 2923.388184
	Iteration 70Q: 3 clusters Score -1073117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1073117.625000 Penalty: 2923.388184
	Iteration 71Q: 3 clusters Score -1073118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1073124.000000 Penalty: 2923.388184
	Iteration 72Q: 3 clusters Score -1073124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1073124.375000 Penalty: 2923.388184
	Iteration 73Q: 3 clusters Score -1073124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1073127.625000 Penalty: 2923.388184
	Iteration 74Q: 3 clusters Score -1073128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1073130.750000 Penalty: 2923.388184
	Iteration 75Q: 3 clusters Score -1073131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1073132.500000 Penalty: 2923.388184
	Iteration 76Q: 3 clusters Score -1073132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1073137.000000 Penalty: 2923.388184
	Iteration 77Q: 3 clusters Score -1073137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1073143.875000 Penalty: 2923.388184
	Iteration 78Q: 3 clusters Score -1073144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1073151.000000 Penalty: 2923.388184
	Iteration 79Q: 3 clusters Score -1073151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1073158.375000 Penalty: 2923.388184
	Iteration 80F: 3 clusters Score -1073158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1073164.000000 Penalty: 2923.388184
	Iteration 81Q: 3 clusters Score -1073164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1073166.625000 Penalty: 2923.388184
	Iteration 82Q: 3 clusters Score -1073167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1073173.875000 Penalty: 2923.388184
	Iteration 83Q: 3 clusters Score -1073174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1073178.125000 Penalty: 2923.388184
	Iteration 84Q: 3 clusters Score -1073178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1073181.125000 Penalty: 2923.388184
	Iteration 85Q: 3 clusters Score -1073181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1073185.500000 Penalty: 2923.388184
	Iteration 86Q: 3 clusters Score -1073186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1073193.750000 Penalty: 2923.388184
	Iteration 87Q: 3 clusters Score -1073194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1073198.750000 Penalty: 2923.388184
	Iteration 88Q: 3 clusters Score -1073199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1073204.875000 Penalty: 2923.388184
	Iteration 89Q: 3 clusters Score -1073205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1073210.750000 Penalty: 2923.388184
	Iteration 90Q: 3 clusters Score -1073211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1073214.375000 Penalty: 2923.388184
	Iteration 91Q: 3 clusters Score -1073214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1073219.750000 Penalty: 2923.388184
	Iteration 92Q: 3 clusters Score -1073220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1073227.625000 Penalty: 2923.388184
	Iteration 93Q: 3 clusters Score -1073228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1073231.500000 Penalty: 2923.388184
	Iteration 94Q: 3 clusters Score -1073232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1073238.000000 Penalty: 2923.388184
	Iteration 95Q: 3 clusters Score -1073238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1073244.375000 Penalty: 2923.388184
	Iteration 96Q: 3 clusters Score -1073244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1073243.125000 Penalty: 2923.388184
	Iteration 97Q: 3 clusters Score -1073243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1073245.625000 Penalty: 2923.388184
	Iteration 98Q: 3 clusters Score -1073246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1073248.375000 Penalty: 2923.388184
	Iteration 99Q: 3 clusters Score -1073248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1073248.250000 Penalty: 2923.388184
	Iteration 100F: 3 clusters Score -1073248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1073248.125000 Penalty: 2923.388184
	Iteration 101Q: 3 clusters Score -1073248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1073250.500000 Penalty: 2923.388184
	Iteration 102Q: 3 clusters Score -1073250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1073252.250000 Penalty: 2923.388184
	Iteration 103Q: 3 clusters Score -1073252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1073251.875000 Penalty: 2923.388184
	Iteration 104Q: 3 clusters Score -1073252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1073252.250000 Penalty: 2923.388184
	Iteration 105Q: 3 clusters Score -1073252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1073253.625000 Penalty: 2923.388184
	Iteration 106Q: 3 clusters Score -1073254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1073255.000000 Penalty: 2923.388184
	Iteration 107Q: 3 clusters Score -1073255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1073255.500000 Penalty: 2923.388184
	Iteration 108Q: 3 clusters Score -1073256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1073255.125000 Penalty: 2923.388184
	Iteration 109Q: 3 clusters Score -1073255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1073254.875000 Penalty: 2923.388184
	Iteration 110Q: 3 clusters Score -1073255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1073254.875000 Penalty: 2923.388184
	Iteration 111F: 3 clusters Score -1073255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -372224.125000 Penalty: 1297.696533
	Iteration 0F: 2 clusters Score -372224.1 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 1432 members 
Entering Unmasked Estep 
Score: -369593.187500 Penalty: 2595.393066
	Iteration 0F: 3 clusters Score -369593.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -370176.093750 Penalty: 2595.393066
	Iteration 1F: 3 clusters Score -370176.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -370313.906250 Penalty: 2595.393066
	Iteration 2F: 3 clusters Score -370313.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -370396.156250 Penalty: 2595.393066
	Iteration 3F: 3 clusters Score -370396.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -370442.906250 Penalty: 2595.393066
	Iteration 4Q: 3 clusters Score -370442.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -370466.187500 Penalty: 2595.393066
	Iteration 5Q: 3 clusters Score -370466.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -370482.375000 Penalty: 2595.393066
	Iteration 6Q: 3 clusters Score -370482.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -370495.281250 Penalty: 2595.393066
	Iteration 7Q: 3 clusters Score -370495.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -370507.468750 Penalty: 2595.393066
	Iteration 8Q: 3 clusters Score -370507.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -370514.656250 Penalty: 2595.393066
	Iteration 9Q: 3 clusters Score -370514.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370521.187500 Penalty: 2595.393066
	Iteration 10Q: 3 clusters Score -370521.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -370526.468750 Penalty: 2595.393066
	Iteration 11Q: 3 clusters Score -370526.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -370533.531250 Penalty: 2595.393066
	Iteration 12Q: 3 clusters Score -370533.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -370536.718750 Penalty: 2595.393066
	Iteration 13Q: 3 clusters Score -370536.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -370541.687500 Penalty: 2595.393066
	Iteration 14Q: 3 clusters Score -370541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -370544.968750 Penalty: 2595.393066
	Iteration 15Q: 3 clusters Score -370545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370546.718750 Penalty: 2595.393066
	Iteration 16Q: 3 clusters Score -370546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370549.062500 Penalty: 2595.393066
	Iteration 17Q: 3 clusters Score -370549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -370551.531250 Penalty: 2595.393066
	Iteration 18Q: 3 clusters Score -370551.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -370555.250000 Penalty: 2595.393066
	Iteration 19Q: 3 clusters Score -370555.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -370559.062500 Penalty: 2595.393066
	Iteration 20F: 3 clusters Score -370559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -370561.062500 Penalty: 2595.393066
	Iteration 21Q: 3 clusters Score -370561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -370563.187500 Penalty: 2595.393066
	Iteration 22Q: 3 clusters Score -370563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -370565.343750 Penalty: 2595.393066
	Iteration 23Q: 3 clusters Score -370565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -370567.781250 Penalty: 2595.393066
	Iteration 24Q: 3 clusters Score -370567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -370568.406250 Penalty: 2595.393066
	Iteration 25Q: 3 clusters Score -370568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -370569.562500 Penalty: 2595.393066
	Iteration 26Q: 3 clusters Score -370569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -370570.093750 Penalty: 2595.393066
	Iteration 27Q: 3 clusters Score -370570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -370570.031250 Penalty: 2595.393066
	Iteration 28Q: 3 clusters Score -370570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -370570.750000 Penalty: 2595.393066
	Iteration 29Q: 3 clusters Score -370570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -370571.656250 Penalty: 2595.393066
	Iteration 30Q: 3 clusters Score -370571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -370573.593750 Penalty: 2595.393066
	Iteration 31Q: 3 clusters Score -370573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -370578.187500 Penalty: 2595.393066
	Iteration 32Q: 3 clusters Score -370578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -370581.562500 Penalty: 2595.393066
	Iteration 33Q: 3 clusters Score -370581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -370585.062500 Penalty: 2595.393066
	Iteration 34Q: 3 clusters Score -370585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -370587.593750 Penalty: 2595.393066
	Iteration 35Q: 3 clusters Score -370587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -370588.625000 Penalty: 2595.393066
	Iteration 36Q: 3 clusters Score -370588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -370590.062500 Penalty: 2595.393066
	Iteration 37Q: 3 clusters Score -370590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -370590.093750 Penalty: 2595.393066
	Iteration 38Q: 3 clusters Score -370590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -370590.250000 Penalty: 2595.393066
	Iteration 39Q: 3 clusters Score -370590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -370591.718750 Penalty: 2595.393066
	Iteration 40F: 3 clusters Score -370591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -370592.343750 Penalty: 2595.393066
	Iteration 41Q: 3 clusters Score -370592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -370593.343750 Penalty: 2595.393066
	Iteration 42Q: 3 clusters Score -370593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -370594.843750 Penalty: 2595.393066
	Iteration 43Q: 3 clusters Score -370594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -370598.375000 Penalty: 2595.393066
	Iteration 44Q: 3 clusters Score -370598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -370601.218750 Penalty: 2595.393066
	Iteration 45Q: 3 clusters Score -370601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -370605.625000 Penalty: 2595.393066
	Iteration 46Q: 3 clusters Score -370605.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -370609.437500 Penalty: 2595.393066
	Iteration 47Q: 3 clusters Score -370609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -370612.343750 Penalty: 2595.393066
	Iteration 48Q: 3 clusters Score -370612.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -370615.156250 Penalty: 2595.393066
	Iteration 49Q: 3 clusters Score -370615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -370619.187500 Penalty: 2595.393066
	Iteration 50Q: 3 clusters Score -370619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -370621.187500 Penalty: 2595.393066
	Iteration 51Q: 3 clusters Score -370621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -370622.875000 Penalty: 2595.393066
	Iteration 52Q: 3 clusters Score -370622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -370622.968750 Penalty: 2595.393066
	Iteration 53Q: 3 clusters Score -370623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -370624.812500 Penalty: 2595.393066
	Iteration 54Q: 3 clusters Score -370624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -370628.000000 Penalty: 2595.393066
	Iteration 55Q: 3 clusters Score -370628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370629.718750 Penalty: 2595.393066
	Iteration 56Q: 3 clusters Score -370629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -370631.437500 Penalty: 2595.393066
	Iteration 57Q: 3 clusters Score -370631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370633.250000 Penalty: 2595.393066
	Iteration 58Q: 3 clusters Score -370633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -370635.218750 Penalty: 2595.393066
	Iteration 59Q: 3 clusters Score -370635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -370639.562500 Penalty: 2595.393066
	Iteration 60F: 3 clusters Score -370639.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -370644.781250 Penalty: 2595.393066
	Iteration 61Q: 3 clusters Score -370644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -370652.500000 Penalty: 2595.393066
	Iteration 62Q: 3 clusters Score -370652.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -370662.875000 Penalty: 2595.393066
	Iteration 63Q: 3 clusters Score -370662.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -370670.812500 Penalty: 2595.393066
	Iteration 64Q: 3 clusters Score -370670.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -370677.500000 Penalty: 2595.393066
	Iteration 65Q: 3 clusters Score -370677.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -370685.562500 Penalty: 2595.393066
	Iteration 66Q: 3 clusters Score -370685.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -370691.500000 Penalty: 2595.393066
	Iteration 67Q: 3 clusters Score -370691.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -370695.093750 Penalty: 2595.393066
	Iteration 68Q: 3 clusters Score -370695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -370700.156250 Penalty: 2595.393066
	Iteration 69Q: 3 clusters Score -370700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -370706.718750 Penalty: 2595.393066
	Iteration 70Q: 3 clusters Score -370706.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -370715.468750 Penalty: 2595.393066
	Iteration 71Q: 3 clusters Score -370715.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -370724.406250 Penalty: 2595.393066
	Iteration 72Q: 3 clusters Score -370724.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -370732.562500 Penalty: 2595.393066
	Iteration 73Q: 3 clusters Score -370732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -370741.343750 Penalty: 2595.393066
	Iteration 74Q: 3 clusters Score -370741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -370749.968750 Penalty: 2595.393066
	Iteration 75Q: 3 clusters Score -370750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -370754.656250 Penalty: 2595.393066
	Iteration 76Q: 3 clusters Score -370754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -370758.906250 Penalty: 2595.393066
	Iteration 77Q: 3 clusters Score -370758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -370764.687500 Penalty: 2595.393066
	Iteration 78Q: 3 clusters Score -370764.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -370773.156250 Penalty: 2595.393066
	Iteration 79Q: 3 clusters Score -370773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -370787.062500 Penalty: 2595.393066
	Iteration 80F: 3 clusters Score -370787.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -370806.843750 Penalty: 2595.393066
	Iteration 81Q: 3 clusters Score -370806.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -370825.468750 Penalty: 2595.393066
	Iteration 82Q: 3 clusters Score -370825.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -370844.000000 Penalty: 2595.393066
	Iteration 83Q: 3 clusters Score -370844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -370860.843750 Penalty: 2595.393066
	Iteration 84Q: 3 clusters Score -370860.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -370875.218750 Penalty: 2595.393066
	Iteration 85Q: 3 clusters Score -370875.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -370889.656250 Penalty: 2595.393066
	Iteration 86Q: 3 clusters Score -370889.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -370913.625000 Penalty: 2595.393066
	Iteration 87Q: 3 clusters Score -370913.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -370934.281250 Penalty: 2595.393066
	Iteration 88Q: 3 clusters Score -370934.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -370950.500000 Penalty: 2595.393066
	Iteration 89Q: 3 clusters Score -370950.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -370960.593750 Penalty: 2595.393066
	Iteration 90Q: 3 clusters Score -370960.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -370969.656250 Penalty: 2595.393066
	Iteration 91Q: 3 clusters Score -370969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -370974.125000 Penalty: 2595.393066
	Iteration 92Q: 3 clusters Score -370974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -370977.000000 Penalty: 2595.393066
	Iteration 93Q: 3 clusters Score -370977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -370981.125000 Penalty: 2595.393066
	Iteration 94Q: 3 clusters Score -370981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -370988.937500 Penalty: 2595.393066
	Iteration 95Q: 3 clusters Score -370988.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -370993.250000 Penalty: 2595.393066
	Iteration 96Q: 3 clusters Score -370993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -370998.468750 Penalty: 2595.393066
	Iteration 97Q: 3 clusters Score -370998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -370999.593750 Penalty: 2595.393066
	Iteration 98Q: 3 clusters Score -370999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -371003.281250 Penalty: 2595.393066
	Iteration 99Q: 3 clusters Score -371003.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -371005.062500 Penalty: 2595.393066
	Iteration 100F: 3 clusters Score -371005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -371007.531250 Penalty: 2595.393066
	Iteration 101Q: 3 clusters Score -371007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -371011.156250 Penalty: 2595.393066
	Iteration 102Q: 3 clusters Score -371011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -371014.812500 Penalty: 2595.393066
	Iteration 103Q: 3 clusters Score -371014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -371018.562500 Penalty: 2595.393066
	Iteration 104Q: 3 clusters Score -371018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -371021.687500 Penalty: 2595.393066
	Iteration 105Q: 3 clusters Score -371021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -371024.218750 Penalty: 2595.393066
	Iteration 106Q: 3 clusters Score -371024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -371027.000000 Penalty: 2595.393066
	Iteration 107Q: 3 clusters Score -371027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -371029.156250 Penalty: 2595.393066
	Iteration 108Q: 3 clusters Score -371029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -371031.281250 Penalty: 2595.393066
	Iteration 109Q: 3 clusters Score -371031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -371035.031250 Penalty: 2595.393066
	Iteration 110Q: 3 clusters Score -371035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -371037.000000 Penalty: 2595.393066
	Iteration 111Q: 3 clusters Score -371037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -371040.312500 Penalty: 2595.393066
	Iteration 112Q: 3 clusters Score -371040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -371041.218750 Penalty: 2595.393066
	Iteration 113Q: 3 clusters Score -371041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -371041.218750 Penalty: 2595.393066
	Iteration 114Q: 3 clusters Score -371041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -371041.593750 Penalty: 2595.393066
	Iteration 115Q: 3 clusters Score -371041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -371041.562500 Penalty: 2595.393066
	Iteration 116Q: 3 clusters Score -371041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -371042.718750 Penalty: 2595.393066
	Iteration 117Q: 3 clusters Score -371042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -371042.750000 Penalty: 2595.393066
	Iteration 118Q: 3 clusters Score -371042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -371043.781250 Penalty: 2595.393066
	Iteration 119Q: 3 clusters Score -371043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -371044.843750 Penalty: 2595.393066
	Iteration 120F: 3 clusters Score -371044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -371045.656250 Penalty: 2595.393066
	Iteration 121Q: 3 clusters Score -371045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -371046.875000 Penalty: 2595.393066
	Iteration 122Q: 3 clusters Score -371046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -371047.000000 Penalty: 2595.393066
	Iteration 123Q: 3 clusters Score -371047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -371048.375000 Penalty: 2595.393066
	Iteration 124Q: 3 clusters Score -371048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -371048.375000 Penalty: 2595.393066
	Iteration 125F: 3 clusters Score -371048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -1997713.000000 Penalty: 1566.654907
	Iteration 0F: 2 clusters Score -1997713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1986950.125000 Penalty: 3133.309814
	Iteration 0F: 3 clusters Score -1986950 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1990933.625000 Penalty: 3133.309814
	Iteration 1F: 3 clusters Score -1990934 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1991321.500000 Penalty: 3133.309814
	Iteration 2F: 3 clusters Score -1991322 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1991709.750000 Penalty: 3133.309814
	Iteration 3F: 3 clusters Score -1991710 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1992142.250000 Penalty: 3133.309814
	Iteration 4F: 3 clusters Score -1992142 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1992653.250000 Penalty: 3133.309814
	Iteration 5F: 3 clusters Score -1992653 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1993242.375000 Penalty: 3133.309814
	Iteration 6F: 3 clusters Score -1993242 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1993844.000000 Penalty: 3133.309814
	Iteration 7F: 3 clusters Score -1993844 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1994441.250000 Penalty: 3133.309814
	Iteration 8F: 3 clusters Score -1994441 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1994943.125000 Penalty: 3133.309814
	Iteration 9Q: 3 clusters Score -1994943 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1995396.375000 Penalty: 3133.309814
	Iteration 10Q: 3 clusters Score -1995396 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1995734.125000 Penalty: 3133.309814
	Iteration 11Q: 3 clusters Score -1995734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1995981.250000 Penalty: 3133.309814
	Iteration 12Q: 3 clusters Score -1995981 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1996127.250000 Penalty: 3133.309814
	Iteration 13Q: 3 clusters Score -1996127 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1996220.875000 Penalty: 3133.309814
	Iteration 14Q: 3 clusters Score -1996221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1996271.500000 Penalty: 3133.309814
	Iteration 15Q: 3 clusters Score -1996272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1996302.125000 Penalty: 3133.309814
	Iteration 16Q: 3 clusters Score -1996302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1996327.500000 Penalty: 3133.309814
	Iteration 17Q: 3 clusters Score -1996328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1996352.750000 Penalty: 3133.309814
	Iteration 18Q: 3 clusters Score -1996353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1996361.625000 Penalty: 3133.309814
	Iteration 19Q: 3 clusters Score -1996362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1996371.125000 Penalty: 3133.309814
	Iteration 20F: 3 clusters Score -1996371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1996380.250000 Penalty: 3133.309814
	Iteration 21Q: 3 clusters Score -1996380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1996391.375000 Penalty: 3133.309814
	Iteration 22Q: 3 clusters Score -1996391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1996394.625000 Penalty: 3133.309814
	Iteration 23Q: 3 clusters Score -1996395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1996394.625000 Penalty: 3133.309814
	Iteration 24F: 3 clusters Score -1996395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -309696.312500 Penalty: 1267.593140
	Iteration 0F: 2 clusters Score -309696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -307335.656250 Penalty: 2535.186279
	Iteration 0F: 3 clusters Score -307335.7 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307940.500000 Penalty: 2535.186279
	Iteration 1F: 3 clusters Score -307940.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -308104.625000 Penalty: 2535.186279
	Iteration 2F: 3 clusters Score -308104.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -308219.781250 Penalty: 2535.186279
	Iteration 3F: 3 clusters Score -308219.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -308296.406250 Penalty: 2535.186279
	Iteration 4Q: 3 clusters Score -308296.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -308361.843750 Penalty: 2535.186279
	Iteration 5Q: 3 clusters Score -308361.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -308409.406250 Penalty: 2535.186279
	Iteration 6Q: 3 clusters Score -308409.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -308460.687500 Penalty: 2535.186279
	Iteration 7Q: 3 clusters Score -308460.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -308509.062500 Penalty: 2535.186279
	Iteration 8Q: 3 clusters Score -308509.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -308546.218750 Penalty: 2535.186279
	Iteration 9Q: 3 clusters Score -308546.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -308571.187500 Penalty: 2535.186279
	Iteration 10Q: 3 clusters Score -308571.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -308589.375000 Penalty: 2535.186279
	Iteration 11Q: 3 clusters Score -308589.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -308600.312500 Penalty: 2535.186279
	Iteration 12Q: 3 clusters Score -308600.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -308608.875000 Penalty: 2535.186279
	Iteration 13Q: 3 clusters Score -308608.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -308617.875000 Penalty: 2535.186279
	Iteration 14Q: 3 clusters Score -308617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -308628.531250 Penalty: 2535.186279
	Iteration 15Q: 3 clusters Score -308628.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -308638.125000 Penalty: 2535.186279
	Iteration 16Q: 3 clusters Score -308638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -308646.062500 Penalty: 2535.186279
	Iteration 17Q: 3 clusters Score -308646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -308653.718750 Penalty: 2535.186279
	Iteration 18Q: 3 clusters Score -308653.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -308658.343750 Penalty: 2535.186279
	Iteration 19Q: 3 clusters Score -308658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -308661.968750 Penalty: 2535.186279
	Iteration 20F: 3 clusters Score -308662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -308664.406250 Penalty: 2535.186279
	Iteration 21Q: 3 clusters Score -308664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -308666.875000 Penalty: 2535.186279
	Iteration 22Q: 3 clusters Score -308666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -308668.812500 Penalty: 2535.186279
	Iteration 23Q: 3 clusters Score -308668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -308670.687500 Penalty: 2535.186279
	Iteration 24Q: 3 clusters Score -308670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -308672.093750 Penalty: 2535.186279
	Iteration 25Q: 3 clusters Score -308672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -308674.437500 Penalty: 2535.186279
	Iteration 26Q: 3 clusters Score -308674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -308676.281250 Penalty: 2535.186279
	Iteration 27Q: 3 clusters Score -308676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -308677.562500 Penalty: 2535.186279
	Iteration 28Q: 3 clusters Score -308677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -308679.125000 Penalty: 2535.186279
	Iteration 29Q: 3 clusters Score -308679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -308679.125000 Penalty: 2535.186279
	Iteration 30Q: 3 clusters Score -308679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -308681.031250 Penalty: 2535.186279
	Iteration 31Q: 3 clusters Score -308681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -308684.437500 Penalty: 2535.186279
	Iteration 32Q: 3 clusters Score -308684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -308688.593750 Penalty: 2535.186279
	Iteration 33Q: 3 clusters Score -308688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -308692.906250 Penalty: 2535.186279
	Iteration 34Q: 3 clusters Score -308692.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -308697.906250 Penalty: 2535.186279
	Iteration 35Q: 3 clusters Score -308697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -308702.781250 Penalty: 2535.186279
	Iteration 36Q: 3 clusters Score -308702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -308707.062500 Penalty: 2535.186279
	Iteration 37Q: 3 clusters Score -308707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -308709.562500 Penalty: 2535.186279
	Iteration 38Q: 3 clusters Score -308709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -308709.562500 Penalty: 2535.186279
	Iteration 39Q: 3 clusters Score -308709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -308709.562500 Penalty: 2535.186279
	Iteration 40F: 3 clusters Score -308709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8526.003906 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8526.004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8687.668945 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8687.669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8782.260742 Penalty: 1576.909790
	Iteration 2F: 3 clusters Score -8782.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8796.005859 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8796.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8797.037109 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8797.037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8797.037109 Penalty: 1576.909790
	Iteration 5F: 3 clusters Score -8797.037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Entering Unmasked Estep 
Score: -8460606.000000 Penalty: 1803.901733
	Iteration 0F: 2 clusters Score -8460606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -8416321.000000 Penalty: 3607.803467
	Iteration 0F: 3 clusters Score -8416321 nChanged 31368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -8434645.000000 Penalty: 3607.803467
	Iteration 1F: 3 clusters Score -8434645 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -8435637.000000 Penalty: 3607.803467
	Iteration 2Q: 3 clusters Score -8435637 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -8436922.000000 Penalty: 3607.803467
	Iteration 3Q: 3 clusters Score -8436922 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -8438586.000000 Penalty: 3607.803467
	Iteration 4F: 3 clusters Score -8438586 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -8440965.000000 Penalty: 3607.803467
	Iteration 5F: 3 clusters Score -8440965 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -8444110.000000 Penalty: 3607.803467
	Iteration 6F: 3 clusters Score -8444110 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -8447702.000000 Penalty: 3607.803467
	Iteration 7F: 3 clusters Score -8447702 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -8450875.000000 Penalty: 3607.803467
	Iteration 8F: 3 clusters Score -8450875 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -8453283.000000 Penalty: 3607.803467
	Iteration 9Q: 3 clusters Score -8453283 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -8455028.000000 Penalty: 3607.803467
	Iteration 10Q: 3 clusters Score -8455028 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -8455958.000000 Penalty: 3607.803467
	Iteration 11Q: 3 clusters Score -8455958 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -8456561.000000 Penalty: 3607.803467
	Iteration 12Q: 3 clusters Score -8456561 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8457052.000000 Penalty: 3607.803467
	Iteration 13Q: 3 clusters Score -8457052 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -8457442.000000 Penalty: 3607.803467
	Iteration 14Q: 3 clusters Score -8457442 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -8457712.000000 Penalty: 3607.803467
	Iteration 15Q: 3 clusters Score -8457712 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -8457986.000000 Penalty: 3607.803467
	Iteration 16Q: 3 clusters Score -8457986 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8458171.000000 Penalty: 3607.803467
	Iteration 17Q: 3 clusters Score -8458171 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8458344.000000 Penalty: 3607.803467
	Iteration 18Q: 3 clusters Score -8458344 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8458500.000000 Penalty: 3607.803467
	Iteration 19Q: 3 clusters Score -8458500 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8458593.000000 Penalty: 3607.803467
	Iteration 20F: 3 clusters Score -8458593 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8458662.000000 Penalty: 3607.803467
	Iteration 21Q: 3 clusters Score -8458662 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8458731.000000 Penalty: 3607.803467
	Iteration 22Q: 3 clusters Score -8458731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8458771.000000 Penalty: 3607.803467
	Iteration 23Q: 3 clusters Score -8458771 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8458831.000000 Penalty: 3607.803467
	Iteration 24Q: 3 clusters Score -8458831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8458851.000000 Penalty: 3607.803467
	Iteration 25Q: 3 clusters Score -8458851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8458868.000000 Penalty: 3607.803467
	Iteration 26Q: 3 clusters Score -8458868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8458892.000000 Penalty: 3607.803467
	Iteration 27Q: 3 clusters Score -8458892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8458929.000000 Penalty: 3607.803467
	Iteration 28Q: 3 clusters Score -8458929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8458944.000000 Penalty: 3607.803467
	Iteration 29Q: 3 clusters Score -8458944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8458963.000000 Penalty: 3607.803467
	Iteration 30Q: 3 clusters Score -8458963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8458968.000000 Penalty: 3607.803467
	Iteration 31Q: 3 clusters Score -8458968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8458985.000000 Penalty: 3607.803467
	Iteration 32Q: 3 clusters Score -8458985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8459013.000000 Penalty: 3607.803467
	Iteration 33Q: 3 clusters Score -8459013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8459016.000000 Penalty: 3607.803467
	Iteration 34Q: 3 clusters Score -8459016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8459027.000000 Penalty: 3607.803467
	Iteration 35Q: 3 clusters Score -8459027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8459024.000000 Penalty: 3607.803467
	Iteration 36Q: 3 clusters Score -8459024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8459028.000000 Penalty: 3607.803467
	Iteration 37Q: 3 clusters Score -8459028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8459043.000000 Penalty: 3607.803467
	Iteration 38Q: 3 clusters Score -8459043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8459060.000000 Penalty: 3607.803467
	Iteration 39Q: 3 clusters Score -8459060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8459071.000000 Penalty: 3607.803467
	Iteration 40F: 3 clusters Score -8459071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8459073.000000 Penalty: 3607.803467
	Iteration 41Q: 3 clusters Score -8459073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8459074.000000 Penalty: 3607.803467
	Iteration 42Q: 3 clusters Score -8459074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8459074.000000 Penalty: 3607.803467
	Iteration 43Q: 3 clusters Score -8459074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8459081.000000 Penalty: 3607.803467
	Iteration 44Q: 3 clusters Score -8459081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8459086.000000 Penalty: 3607.803467
	Iteration 45Q: 3 clusters Score -8459086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8459096.000000 Penalty: 3607.803467
	Iteration 46Q: 3 clusters Score -8459096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8459092.000000 Penalty: 3607.803467
	Iteration 47Q: 3 clusters Score -8459092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8459098.000000 Penalty: 3607.803467
	Iteration 48Q: 3 clusters Score -8459098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8459109.000000 Penalty: 3607.803467
	Iteration 49Q: 3 clusters Score -8459109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8459100.000000 Penalty: 3607.803467
	Iteration 50Q: 3 clusters Score -8459100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8459111.000000 Penalty: 3607.803467
	Iteration 51Q: 3 clusters Score -8459111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8459108.000000 Penalty: 3607.803467
	Iteration 52Q: 3 clusters Score -8459108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8459113.000000 Penalty: 3607.803467
	Iteration 53Q: 3 clusters Score -8459113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8459130.000000 Penalty: 3607.803467
	Iteration 54Q: 3 clusters Score -8459130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8459135.000000 Penalty: 3607.803467
	Iteration 55Q: 3 clusters Score -8459135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8459132.000000 Penalty: 3607.803467
	Iteration 56Q: 3 clusters Score -8459132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8459135.000000 Penalty: 3607.803467
	Iteration 57Q: 3 clusters Score -8459135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8459124.000000 Penalty: 3607.803467
	Iteration 58Q: 3 clusters Score -8459124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8459144.000000 Penalty: 3607.803467
	Iteration 59Q: 3 clusters Score -8459144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8459146.000000 Penalty: 3607.803467
	Iteration 60F: 3 clusters Score -8459146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8459138.000000 Penalty: 3607.803467
	Iteration 61Q: 3 clusters Score -8459138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8459138.000000 Penalty: 3607.803467
	Iteration 62Q: 3 clusters Score -8459138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8459138.000000 Penalty: 3607.803467
	Iteration 63F: 3 clusters Score -8459138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Entering Unmasked Estep 
Score: -9716477.000000 Penalty: 1820.036865
	Iteration 0F: 2 clusters Score -9716477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -9669146.000000 Penalty: 3640.073730
	Iteration 0F: 3 clusters Score -9669146 nChanged 34847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -9688993.000000 Penalty: 3640.073730
	Iteration 1F: 3 clusters Score -9688993 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -9689436.000000 Penalty: 3640.073730
	Iteration 2Q: 3 clusters Score -9689436 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -9689904.000000 Penalty: 3640.073730
	Iteration 3Q: 3 clusters Score -9689904 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -9690443.000000 Penalty: 3640.073730
	Iteration 4Q: 3 clusters Score -9690443 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -9690986.000000 Penalty: 3640.073730
	Iteration 5Q: 3 clusters Score -9690986 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -9691734.000000 Penalty: 3640.073730
	Iteration 6Q: 3 clusters Score -9691734 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -9692647.000000 Penalty: 3640.073730
	Iteration 7Q: 3 clusters Score -9692647 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -9693905.000000 Penalty: 3640.073730
	Iteration 8Q: 3 clusters Score -9693905 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -9695922.000000 Penalty: 3640.073730
	Iteration 9Q: 3 clusters Score -9695922 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -9698495.000000 Penalty: 3640.073730
	Iteration 10F: 3 clusters Score -9698495 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -9701736.000000 Penalty: 3640.073730
	Iteration 11F: 3 clusters Score -9701736 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -9704334.000000 Penalty: 3640.073730
	Iteration 12F: 3 clusters Score -9704334 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -9705700.000000 Penalty: 3640.073730
	Iteration 13Q: 3 clusters Score -9705700 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -9706467.000000 Penalty: 3640.073730
	Iteration 14Q: 3 clusters Score -9706467 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -9707103.000000 Penalty: 3640.073730
	Iteration 15Q: 3 clusters Score -9707103 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -9707832.000000 Penalty: 3640.073730
	Iteration 16Q: 3 clusters Score -9707832 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -9708557.000000 Penalty: 3640.073730
	Iteration 17Q: 3 clusters Score -9708557 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -9709289.000000 Penalty: 3640.073730
	Iteration 18Q: 3 clusters Score -9709289 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -9710026.000000 Penalty: 3640.073730
	Iteration 19Q: 3 clusters Score -9710026 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -9710846.000000 Penalty: 3640.073730
	Iteration 20F: 3 clusters Score -9710846 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -9711604.000000 Penalty: 3640.073730
	Iteration 21Q: 3 clusters Score -9711604 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -9712275.000000 Penalty: 3640.073730
	Iteration 22Q: 3 clusters Score -9712275 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -9712845.000000 Penalty: 3640.073730
	Iteration 23Q: 3 clusters Score -9712845 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -9713337.000000 Penalty: 3640.073730
	Iteration 24Q: 3 clusters Score -9713337 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -9713782.000000 Penalty: 3640.073730
	Iteration 25Q: 3 clusters Score -9713782 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -9714042.000000 Penalty: 3640.073730
	Iteration 26Q: 3 clusters Score -9714042 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -9714281.000000 Penalty: 3640.073730
	Iteration 27Q: 3 clusters Score -9714281 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -9714459.000000 Penalty: 3640.073730
	Iteration 28Q: 3 clusters Score -9714459 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9714613.000000 Penalty: 3640.073730
	Iteration 29Q: 3 clusters Score -9714613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -9714693.000000 Penalty: 3640.073730
	Iteration 30Q: 3 clusters Score -9714693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -9714772.000000 Penalty: 3640.073730
	Iteration 31Q: 3 clusters Score -9714772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -9714827.000000 Penalty: 3640.073730
	Iteration 32Q: 3 clusters Score -9714827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -9714849.000000 Penalty: 3640.073730
	Iteration 33Q: 3 clusters Score -9714849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -9714884.000000 Penalty: 3640.073730
	Iteration 34Q: 3 clusters Score -9714884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -9714897.000000 Penalty: 3640.073730
	Iteration 35Q: 3 clusters Score -9714897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -9714898.000000 Penalty: 3640.073730
	Iteration 36Q: 3 clusters Score -9714898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -9714920.000000 Penalty: 3640.073730
	Iteration 37Q: 3 clusters Score -9714920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -9714929.000000 Penalty: 3640.073730
	Iteration 38Q: 3 clusters Score -9714929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9714946.000000 Penalty: 3640.073730
	Iteration 39Q: 3 clusters Score -9714946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -9714949.000000 Penalty: 3640.073730
	Iteration 40F: 3 clusters Score -9714949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -1094878.875000 Penalty: 1474.180908
	Iteration 0F: 2 clusters Score -1094879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1088583.250000 Penalty: 2948.361816
	Iteration 0F: 3 clusters Score -1088583 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1090713.500000 Penalty: 2948.361816
	Iteration 1F: 3 clusters Score -1090714 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1091003.625000 Penalty: 2948.361816
	Iteration 2F: 3 clusters Score -1091004 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1091224.500000 Penalty: 2948.361816
	Iteration 3F: 3 clusters Score -1091224 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1091420.375000 Penalty: 2948.361816
	Iteration 4Q: 3 clusters Score -1091420 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1091623.250000 Penalty: 2948.361816
	Iteration 5Q: 3 clusters Score -1091623 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1091790.000000 Penalty: 2948.361816
	Iteration 6Q: 3 clusters Score -1091790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1091949.000000 Penalty: 2948.361816
	Iteration 7Q: 3 clusters Score -1091949 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1092108.250000 Penalty: 2948.361816
	Iteration 8Q: 3 clusters Score -1092108 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1092285.000000 Penalty: 2948.361816
	Iteration 9Q: 3 clusters Score -1092285 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1092472.000000 Penalty: 2948.361816
	Iteration 10Q: 3 clusters Score -1092472 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1092678.000000 Penalty: 2948.361816
	Iteration 11Q: 3 clusters Score -1092678 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1092862.375000 Penalty: 2948.361816
	Iteration 12Q: 3 clusters Score -1092862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1093016.250000 Penalty: 2948.361816
	Iteration 13Q: 3 clusters Score -1093016 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1093156.375000 Penalty: 2948.361816
	Iteration 14Q: 3 clusters Score -1093156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1093263.625000 Penalty: 2948.361816
	Iteration 15Q: 3 clusters Score -1093264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1093341.750000 Penalty: 2948.361816
	Iteration 16Q: 3 clusters Score -1093342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1093394.750000 Penalty: 2948.361816
	Iteration 17Q: 3 clusters Score -1093395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1093446.750000 Penalty: 2948.361816
	Iteration 18Q: 3 clusters Score -1093447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1093481.875000 Penalty: 2948.361816
	Iteration 19Q: 3 clusters Score -1093482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1093499.750000 Penalty: 2948.361816
	Iteration 20F: 3 clusters Score -1093500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1093512.125000 Penalty: 2948.361816
	Iteration 21Q: 3 clusters Score -1093512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1093525.500000 Penalty: 2948.361816
	Iteration 22Q: 3 clusters Score -1093526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1093537.500000 Penalty: 2948.361816
	Iteration 23Q: 3 clusters Score -1093538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1093544.875000 Penalty: 2948.361816
	Iteration 24Q: 3 clusters Score -1093545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1093554.750000 Penalty: 2948.361816
	Iteration 25Q: 3 clusters Score -1093555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1093562.375000 Penalty: 2948.361816
	Iteration 26Q: 3 clusters Score -1093562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1093570.875000 Penalty: 2948.361816
	Iteration 27Q: 3 clusters Score -1093571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1093587.750000 Penalty: 2948.361816
	Iteration 28Q: 3 clusters Score -1093588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1093606.750000 Penalty: 2948.361816
	Iteration 29Q: 3 clusters Score -1093607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1093619.500000 Penalty: 2948.361816
	Iteration 30Q: 3 clusters Score -1093620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1093638.750000 Penalty: 2948.361816
	Iteration 31Q: 3 clusters Score -1093639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1093660.750000 Penalty: 2948.361816
	Iteration 32Q: 3 clusters Score -1093661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1093680.750000 Penalty: 2948.361816
	Iteration 33Q: 3 clusters Score -1093681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1093702.250000 Penalty: 2948.361816
	Iteration 34Q: 3 clusters Score -1093702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1093732.000000 Penalty: 2948.361816
	Iteration 35Q: 3 clusters Score -1093732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1093760.250000 Penalty: 2948.361816
	Iteration 36Q: 3 clusters Score -1093760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1093782.750000 Penalty: 2948.361816
	Iteration 37Q: 3 clusters Score -1093783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1093814.750000 Penalty: 2948.361816
	Iteration 38Q: 3 clusters Score -1093815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1093851.750000 Penalty: 2948.361816
	Iteration 39Q: 3 clusters Score -1093852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1093895.000000 Penalty: 2948.361816
	Iteration 40F: 3 clusters Score -1093895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1093923.875000 Penalty: 2948.361816
	Iteration 41Q: 3 clusters Score -1093924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1093943.125000 Penalty: 2948.361816
	Iteration 42Q: 3 clusters Score -1093943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1093953.125000 Penalty: 2948.361816
	Iteration 43Q: 3 clusters Score -1093953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1093961.875000 Penalty: 2948.361816
	Iteration 44Q: 3 clusters Score -1093962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1093964.125000 Penalty: 2948.361816
	Iteration 45Q: 3 clusters Score -1093964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1093970.625000 Penalty: 2948.361816
	Iteration 46Q: 3 clusters Score -1093971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1093976.125000 Penalty: 2948.361816
	Iteration 47Q: 3 clusters Score -1093976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1093981.375000 Penalty: 2948.361816
	Iteration 48Q: 3 clusters Score -1093981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1093985.875000 Penalty: 2948.361816
	Iteration 49Q: 3 clusters Score -1093986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1093987.500000 Penalty: 2948.361816
	Iteration 50Q: 3 clusters Score -1093988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1093989.000000 Penalty: 2948.361816
	Iteration 51Q: 3 clusters Score -1093989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1093989.250000 Penalty: 2948.361816
	Iteration 52Q: 3 clusters Score -1093989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1093989.375000 Penalty: 2948.361816
	Iteration 53Q: 3 clusters Score -1093989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1093990.125000 Penalty: 2948.361816
	Iteration 54Q: 3 clusters Score -1093990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1093991.250000 Penalty: 2948.361816
	Iteration 55Q: 3 clusters Score -1093991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1093991.375000 Penalty: 2948.361816
	Iteration 56Q: 3 clusters Score -1093991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1093991.375000 Penalty: 2948.361816
	Iteration 57Q: 3 clusters Score -1093991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1093991.625000 Penalty: 2948.361816
	Iteration 58Q: 3 clusters Score -1093992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1093991.625000 Penalty: 2948.361816
	Iteration 59F: 3 clusters Score -1093992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (88539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Entering Unmasked Estep 
Score: -11661244.000000 Penalty: 1851.069702
	Iteration 0F: 2 clusters Score -1.166124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -11605768.000000 Penalty: 3702.139404
	Iteration 0F: 3 clusters Score -1.160577e+07 nChanged 42158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -11630178.000000 Penalty: 3702.139404
	Iteration 1F: 3 clusters Score -1.163018e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -11630946.000000 Penalty: 3702.139404
	Iteration 2Q: 3 clusters Score -1.163095e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -11631941.000000 Penalty: 3702.139404
	Iteration 3Q: 3 clusters Score -1.163194e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -11633555.000000 Penalty: 3702.139404
	Iteration 4Q: 3 clusters Score -1.163356e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -11636179.000000 Penalty: 3702.139404
	Iteration 5F: 3 clusters Score -1.163618e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -11640072.000000 Penalty: 3702.139404
	Iteration 6F: 3 clusters Score -1.164007e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -11645037.000000 Penalty: 3702.139404
	Iteration 7F: 3 clusters Score -1.164504e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -11650469.000000 Penalty: 3702.139404
	Iteration 8F: 3 clusters Score -1.165047e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -11654862.000000 Penalty: 3702.139404
	Iteration 9F: 3 clusters Score -1.165486e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -11657485.000000 Penalty: 3702.139404
	Iteration 10Q: 3 clusters Score -1.165748e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -11658700.000000 Penalty: 3702.139404
	Iteration 11Q: 3 clusters Score -1.16587e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 88148 members 
Entering Unmasked Estep 
Score: -11659203.000000 Penalty: 3702.139404
	Iteration 12Q: 3 clusters Score -1.16592e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -11659394.000000 Penalty: 3702.139404
	Iteration 13Q: 3 clusters Score -1.165939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -11659489.000000 Penalty: 3702.139404
	Iteration 14Q: 3 clusters Score -1.165949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -11659525.000000 Penalty: 3702.139404
	Iteration 15Q: 3 clusters Score -1.165952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -11659560.000000 Penalty: 3702.139404
	Iteration 16Q: 3 clusters Score -1.165956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -11659571.000000 Penalty: 3702.139404
	Iteration 17Q: 3 clusters Score -1.165957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -11659574.000000 Penalty: 3702.139404
	Iteration 18Q: 3 clusters Score -1.165957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -11659579.000000 Penalty: 3702.139404
	Iteration 19Q: 3 clusters Score -1.165958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -11659591.000000 Penalty: 3702.139404
	Iteration 20F: 3 clusters Score -1.165959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -11659598.000000 Penalty: 3702.139404
	Iteration 21Q: 3 clusters Score -1.16596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -11659594.000000 Penalty: 3702.139404
	Iteration 22Q: 3 clusters Score -1.165959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -11659601.000000 Penalty: 3702.139404
	Iteration 23Q: 3 clusters Score -1.16596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -11659603.000000 Penalty: 3702.139404
	Iteration 24Q: 3 clusters Score -1.16596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -11659614.000000 Penalty: 3702.139404
	Iteration 25Q: 3 clusters Score -1.165961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -11659614.000000 Penalty: 3702.139404
	Iteration 26F: 3 clusters Score -1.165961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Entering Unmasked Estep 
Score: -3572392.250000 Penalty: 1664.798218
	Iteration 0F: 2 clusters Score -3572392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3553326.750000 Penalty: 3329.596436
	Iteration 0F: 3 clusters Score -3553327 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3560675.500000 Penalty: 3329.596436
	Iteration 1F: 3 clusters Score -3560676 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3561404.000000 Penalty: 3329.596436
	Iteration 2F: 3 clusters Score -3561404 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3562413.000000 Penalty: 3329.596436
	Iteration 3F: 3 clusters Score -3562413 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3563602.750000 Penalty: 3329.596436
	Iteration 4F: 3 clusters Score -3563603 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3564958.750000 Penalty: 3329.596436
	Iteration 5F: 3 clusters Score -3564959 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3566277.000000 Penalty: 3329.596436
	Iteration 6F: 3 clusters Score -3566277 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3567420.500000 Penalty: 3329.596436
	Iteration 7F: 3 clusters Score -3567420 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3568306.500000 Penalty: 3329.596436
	Iteration 8Q: 3 clusters Score -3568306 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3568896.750000 Penalty: 3329.596436
	Iteration 9Q: 3 clusters Score -3568897 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3569234.500000 Penalty: 3329.596436
	Iteration 10Q: 3 clusters Score -3569234 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3569426.250000 Penalty: 3329.596436
	Iteration 11Q: 3 clusters Score -3569426 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3569549.250000 Penalty: 3329.596436
	Iteration 12Q: 3 clusters Score -3569549 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3569653.750000 Penalty: 3329.596436
	Iteration 13Q: 3 clusters Score -3569654 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3569727.750000 Penalty: 3329.596436
	Iteration 14Q: 3 clusters Score -3569728 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3569819.750000 Penalty: 3329.596436
	Iteration 15Q: 3 clusters Score -3569820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3569879.750000 Penalty: 3329.596436
	Iteration 16Q: 3 clusters Score -3569880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3569934.250000 Penalty: 3329.596436
	Iteration 17Q: 3 clusters Score -3569934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3569979.000000 Penalty: 3329.596436
	Iteration 18Q: 3 clusters Score -3569979 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3570026.500000 Penalty: 3329.596436
	Iteration 19Q: 3 clusters Score -3570026 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3570088.750000 Penalty: 3329.596436
	Iteration 20F: 3 clusters Score -3570089 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3570139.250000 Penalty: 3329.596436
	Iteration 21Q: 3 clusters Score -3570139 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3570179.750000 Penalty: 3329.596436
	Iteration 22Q: 3 clusters Score -3570180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3570221.750000 Penalty: 3329.596436
	Iteration 23Q: 3 clusters Score -3570222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3570257.000000 Penalty: 3329.596436
	Iteration 24Q: 3 clusters Score -3570257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3570304.500000 Penalty: 3329.596436
	Iteration 25Q: 3 clusters Score -3570304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3570334.250000 Penalty: 3329.596436
	Iteration 26Q: 3 clusters Score -3570334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3570374.500000 Penalty: 3329.596436
	Iteration 27Q: 3 clusters Score -3570374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3570411.750000 Penalty: 3329.596436
	Iteration 28Q: 3 clusters Score -3570412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3570460.000000 Penalty: 3329.596436
	Iteration 29Q: 3 clusters Score -3570460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3570517.750000 Penalty: 3329.596436
	Iteration 30Q: 3 clusters Score -3570518 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3570580.500000 Penalty: 3329.596436
	Iteration 31Q: 3 clusters Score -3570580 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3570655.750000 Penalty: 3329.596436
	Iteration 32Q: 3 clusters Score -3570656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3570754.500000 Penalty: 3329.596436
	Iteration 33Q: 3 clusters Score -3570754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3570851.250000 Penalty: 3329.596436
	Iteration 34Q: 3 clusters Score -3570851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3570953.750000 Penalty: 3329.596436
	Iteration 35Q: 3 clusters Score -3570954 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3571027.500000 Penalty: 3329.596436
	Iteration 36Q: 3 clusters Score -3571028 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3571108.500000 Penalty: 3329.596436
	Iteration 37Q: 3 clusters Score -3571108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3571165.500000 Penalty: 3329.596436
	Iteration 38Q: 3 clusters Score -3571166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3571200.750000 Penalty: 3329.596436
	Iteration 39Q: 3 clusters Score -3571201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3571239.250000 Penalty: 3329.596436
	Iteration 40F: 3 clusters Score -3571239 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3571270.750000 Penalty: 3329.596436
	Iteration 41Q: 3 clusters Score -3571271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3571284.500000 Penalty: 3329.596436
	Iteration 42Q: 3 clusters Score -3571284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3571295.500000 Penalty: 3329.596436
	Iteration 43Q: 3 clusters Score -3571296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3571298.500000 Penalty: 3329.596436
	Iteration 44Q: 3 clusters Score -3571298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3571305.750000 Penalty: 3329.596436
	Iteration 45Q: 3 clusters Score -3571306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3571313.500000 Penalty: 3329.596436
	Iteration 46Q: 3 clusters Score -3571314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3571320.500000 Penalty: 3329.596436
	Iteration 47Q: 3 clusters Score -3571320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3571324.500000 Penalty: 3329.596436
	Iteration 48Q: 3 clusters Score -3571324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3571338.250000 Penalty: 3329.596436
	Iteration 49Q: 3 clusters Score -3571338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3571356.500000 Penalty: 3329.596436
	Iteration 50Q: 3 clusters Score -3571356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3571363.000000 Penalty: 3329.596436
	Iteration 51Q: 3 clusters Score -3571363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3571362.500000 Penalty: 3329.596436
	Iteration 52Q: 3 clusters Score -3571362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3571368.500000 Penalty: 3329.596436
	Iteration 53Q: 3 clusters Score -3571368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3571372.250000 Penalty: 3329.596436
	Iteration 54Q: 3 clusters Score -3571372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3571385.250000 Penalty: 3329.596436
	Iteration 55Q: 3 clusters Score -3571385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3571396.000000 Penalty: 3329.596436
	Iteration 56Q: 3 clusters Score -3571396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3571397.500000 Penalty: 3329.596436
	Iteration 57Q: 3 clusters Score -3571398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3571387.500000 Penalty: 3329.596436
	Iteration 58Q: 3 clusters Score -3571388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3571395.750000 Penalty: 3329.596436
	Iteration 59Q: 3 clusters Score -3571396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3571392.500000 Penalty: 3329.596436
	Iteration 60F: 3 clusters Score -3571392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3571395.500000 Penalty: 3329.596436
	Iteration 61Q: 3 clusters Score -3571396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3571399.500000 Penalty: 3329.596436
	Iteration 62Q: 3 clusters Score -3571400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3571404.750000 Penalty: 3329.596436
	Iteration 63Q: 3 clusters Score -3571405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3571405.000000 Penalty: 3329.596436
	Iteration 64Q: 3 clusters Score -3571405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3571411.500000 Penalty: 3329.596436
	Iteration 65Q: 3 clusters Score -3571412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3571415.750000 Penalty: 3329.596436
	Iteration 66Q: 3 clusters Score -3571416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3571413.500000 Penalty: 3329.596436
	Iteration 67Q: 3 clusters Score -3571414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3571421.250000 Penalty: 3329.596436
	Iteration 68Q: 3 clusters Score -3571421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3571424.000000 Penalty: 3329.596436
	Iteration 69Q: 3 clusters Score -3571424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3571429.750000 Penalty: 3329.596436
	Iteration 70Q: 3 clusters Score -3571430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3571422.250000 Penalty: 3329.596436
	Iteration 71Q: 3 clusters Score -3571422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3571423.000000 Penalty: 3329.596436
	Iteration 72Q: 3 clusters Score -3571423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3571421.250000 Penalty: 3329.596436
	Iteration 73Q: 3 clusters Score -3571421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3571422.000000 Penalty: 3329.596436
	Iteration 74Q: 3 clusters Score -3571422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3571423.000000 Penalty: 3329.596436
	Iteration 75Q: 3 clusters Score -3571423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3571423.000000 Penalty: 3329.596436
	Iteration 76F: 3 clusters Score -3571423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Entering Unmasked Estep 
Score: -647516.562500 Penalty: 1396.489746
	Iteration 0F: 2 clusters Score -647516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -643273.000000 Penalty: 2792.979492
	Iteration 0F: 3 clusters Score -643273 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -644589.812500 Penalty: 2792.979492
	Iteration 1F: 3 clusters Score -644589.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -644851.875000 Penalty: 2792.979492
	Iteration 2F: 3 clusters Score -644851.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -645054.500000 Penalty: 2792.979492
	Iteration 3F: 3 clusters Score -645054.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -645233.562500 Penalty: 2792.979492
	Iteration 4F: 3 clusters Score -645233.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -645408.125000 Penalty: 2792.979492
	Iteration 5Q: 3 clusters Score -645408.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -645583.000000 Penalty: 2792.979492
	Iteration 6Q: 3 clusters Score -645583 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -645748.125000 Penalty: 2792.979492
	Iteration 7Q: 3 clusters Score -645748.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -645912.437500 Penalty: 2792.979492
	Iteration 8Q: 3 clusters Score -645912.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -646057.562500 Penalty: 2792.979492
	Iteration 9Q: 3 clusters Score -646057.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -646176.375000 Penalty: 2792.979492
	Iteration 10Q: 3 clusters Score -646176.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -646260.437500 Penalty: 2792.979492
	Iteration 11Q: 3 clusters Score -646260.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -646330.875000 Penalty: 2792.979492
	Iteration 12Q: 3 clusters Score -646330.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -646400.500000 Penalty: 2792.979492
	Iteration 13Q: 3 clusters Score -646400.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -646470.937500 Penalty: 2792.979492
	Iteration 14Q: 3 clusters Score -646470.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -646518.062500 Penalty: 2792.979492
	Iteration 15Q: 3 clusters Score -646518.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -646549.687500 Penalty: 2792.979492
	Iteration 16Q: 3 clusters Score -646549.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -646580.062500 Penalty: 2792.979492
	Iteration 17Q: 3 clusters Score -646580.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -646602.750000 Penalty: 2792.979492
	Iteration 18Q: 3 clusters Score -646602.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -646615.625000 Penalty: 2792.979492
	Iteration 19Q: 3 clusters Score -646615.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -646630.062500 Penalty: 2792.979492
	Iteration 20F: 3 clusters Score -646630.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -646643.625000 Penalty: 2792.979492
	Iteration 21Q: 3 clusters Score -646643.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -646655.937500 Penalty: 2792.979492
	Iteration 22Q: 3 clusters Score -646655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -646661.500000 Penalty: 2792.979492
	Iteration 23Q: 3 clusters Score -646661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -646667.375000 Penalty: 2792.979492
	Iteration 24Q: 3 clusters Score -646667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -646669.687500 Penalty: 2792.979492
	Iteration 25Q: 3 clusters Score -646669.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -646675.000000 Penalty: 2792.979492
	Iteration 26Q: 3 clusters Score -646675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -646677.500000 Penalty: 2792.979492
	Iteration 27Q: 3 clusters Score -646677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -646678.625000 Penalty: 2792.979492
	Iteration 28Q: 3 clusters Score -646678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -646680.375000 Penalty: 2792.979492
	Iteration 29Q: 3 clusters Score -646680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -646681.750000 Penalty: 2792.979492
	Iteration 30Q: 3 clusters Score -646681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -646681.625000 Penalty: 2792.979492
	Iteration 31Q: 3 clusters Score -646681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -646683.187500 Penalty: 2792.979492
	Iteration 32Q: 3 clusters Score -646683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -646683.187500 Penalty: 2792.979492
	Iteration 33F: 3 clusters Score -646683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Entering Unmasked Estep 
Score: -1553966.750000 Penalty: 1523.851562
	Iteration 0F: 2 clusters Score -1553967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1545701.500000 Penalty: 3047.703125
	Iteration 0F: 3 clusters Score -1545702 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1548372.875000 Penalty: 3047.703125
	Iteration 1F: 3 clusters Score -1548373 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1548658.000000 Penalty: 3047.703125
	Iteration 2F: 3 clusters Score -1548658 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1548943.625000 Penalty: 3047.703125
	Iteration 3F: 3 clusters Score -1548944 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1549238.625000 Penalty: 3047.703125
	Iteration 4Q: 3 clusters Score -1549239 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1549550.125000 Penalty: 3047.703125
	Iteration 5Q: 3 clusters Score -1549550 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1549883.375000 Penalty: 3047.703125
	Iteration 6Q: 3 clusters Score -1549883 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1550279.500000 Penalty: 3047.703125
	Iteration 7F: 3 clusters Score -1550280 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1550707.000000 Penalty: 3047.703125
	Iteration 8F: 3 clusters Score -1550707 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1551112.500000 Penalty: 3047.703125
	Iteration 9F: 3 clusters Score -1551112 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1551476.125000 Penalty: 3047.703125
	Iteration 10Q: 3 clusters Score -1551476 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1551746.875000 Penalty: 3047.703125
	Iteration 11Q: 3 clusters Score -1551747 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1551937.250000 Penalty: 3047.703125
	Iteration 12Q: 3 clusters Score -1551937 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1552068.500000 Penalty: 3047.703125
	Iteration 13Q: 3 clusters Score -1552068 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1552164.625000 Penalty: 3047.703125
	Iteration 14Q: 3 clusters Score -1552165 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1552243.000000 Penalty: 3047.703125
	Iteration 15Q: 3 clusters Score -1552243 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1552319.750000 Penalty: 3047.703125
	Iteration 16Q: 3 clusters Score -1552320 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1552385.625000 Penalty: 3047.703125
	Iteration 17Q: 3 clusters Score -1552386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1552445.625000 Penalty: 3047.703125
	Iteration 18Q: 3 clusters Score -1552446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1552490.250000 Penalty: 3047.703125
	Iteration 19Q: 3 clusters Score -1552490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1552534.375000 Penalty: 3047.703125
	Iteration 20F: 3 clusters Score -1552534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1552562.500000 Penalty: 3047.703125
	Iteration 21Q: 3 clusters Score -1552562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1552590.875000 Penalty: 3047.703125
	Iteration 22Q: 3 clusters Score -1552591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1552609.375000 Penalty: 3047.703125
	Iteration 23Q: 3 clusters Score -1552609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1552621.375000 Penalty: 3047.703125
	Iteration 24Q: 3 clusters Score -1552621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1552635.500000 Penalty: 3047.703125
	Iteration 25Q: 3 clusters Score -1552636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1552644.000000 Penalty: 3047.703125
	Iteration 26Q: 3 clusters Score -1552644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1552652.125000 Penalty: 3047.703125
	Iteration 27Q: 3 clusters Score -1552652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1552658.375000 Penalty: 3047.703125
	Iteration 28Q: 3 clusters Score -1552658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1552667.500000 Penalty: 3047.703125
	Iteration 29Q: 3 clusters Score -1552668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1552674.000000 Penalty: 3047.703125
	Iteration 30Q: 3 clusters Score -1552674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1552688.500000 Penalty: 3047.703125
	Iteration 31Q: 3 clusters Score -1552688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1552699.625000 Penalty: 3047.703125
	Iteration 32Q: 3 clusters Score -1552700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1552712.625000 Penalty: 3047.703125
	Iteration 33Q: 3 clusters Score -1552713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1552722.500000 Penalty: 3047.703125
	Iteration 34Q: 3 clusters Score -1552722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1552734.125000 Penalty: 3047.703125
	Iteration 35Q: 3 clusters Score -1552734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1552738.625000 Penalty: 3047.703125
	Iteration 36Q: 3 clusters Score -1552739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1552743.750000 Penalty: 3047.703125
	Iteration 37Q: 3 clusters Score -1552744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1552749.750000 Penalty: 3047.703125
	Iteration 38Q: 3 clusters Score -1552750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1552760.125000 Penalty: 3047.703125
	Iteration 39Q: 3 clusters Score -1552760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1552766.250000 Penalty: 3047.703125
	Iteration 40F: 3 clusters Score -1552766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1552770.625000 Penalty: 3047.703125
	Iteration 41Q: 3 clusters Score -1552771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1552779.250000 Penalty: 3047.703125
	Iteration 42Q: 3 clusters Score -1552779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1552787.125000 Penalty: 3047.703125
	Iteration 43Q: 3 clusters Score -1552787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1552798.000000 Penalty: 3047.703125
	Iteration 44Q: 3 clusters Score -1552798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1552806.250000 Penalty: 3047.703125
	Iteration 45Q: 3 clusters Score -1552806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1552809.250000 Penalty: 3047.703125
	Iteration 46Q: 3 clusters Score -1552809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1552808.500000 Penalty: 3047.703125
	Iteration 47Q: 3 clusters Score -1552808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1552814.750000 Penalty: 3047.703125
	Iteration 48Q: 3 clusters Score -1552815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1552816.250000 Penalty: 3047.703125
	Iteration 49Q: 3 clusters Score -1552816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1552821.000000 Penalty: 3047.703125
	Iteration 50Q: 3 clusters Score -1552821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1552819.125000 Penalty: 3047.703125
	Iteration 51Q: 3 clusters Score -1552819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1552823.375000 Penalty: 3047.703125
	Iteration 52Q: 3 clusters Score -1552823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1552824.125000 Penalty: 3047.703125
	Iteration 53Q: 3 clusters Score -1552824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1552822.875000 Penalty: 3047.703125
	Iteration 54Q: 3 clusters Score -1552823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1552821.875000 Penalty: 3047.703125
	Iteration 55Q: 3 clusters Score -1552822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1552824.750000 Penalty: 3047.703125
	Iteration 56Q: 3 clusters Score -1552825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1552824.750000 Penalty: 3047.703125
	Iteration 57Q: 3 clusters Score -1552825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1552825.000000 Penalty: 3047.703125
	Iteration 58Q: 3 clusters Score -1552825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1552825.125000 Penalty: 3047.703125
	Iteration 59Q: 3 clusters Score -1552825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1552825.125000 Penalty: 3047.703125
	Iteration 60F: 3 clusters Score -1552825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1552827.875000 Penalty: 3047.703125
	Iteration 61Q: 3 clusters Score -1552828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1552828.625000 Penalty: 3047.703125
	Iteration 62Q: 3 clusters Score -1552829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1552825.875000 Penalty: 3047.703125
	Iteration 63Q: 3 clusters Score -1552826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1552827.750000 Penalty: 3047.703125
	Iteration 64Q: 3 clusters Score -1552828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1552829.000000 Penalty: 3047.703125
	Iteration 65Q: 3 clusters Score -1552829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1552830.250000 Penalty: 3047.703125
	Iteration 66Q: 3 clusters Score -1552830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1552830.250000 Penalty: 3047.703125
	Iteration 67Q: 3 clusters Score -1552830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1552834.125000 Penalty: 3047.703125
	Iteration 68Q: 3 clusters Score -1552834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1552832.250000 Penalty: 3047.703125
	Iteration 69Q: 3 clusters Score -1552832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1552832.000000 Penalty: 3047.703125
	Iteration 70Q: 3 clusters Score -1552832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1552830.375000 Penalty: 3047.703125
	Iteration 71Q: 3 clusters Score -1552830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1552831.625000 Penalty: 3047.703125
	Iteration 72Q: 3 clusters Score -1552832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1552831.625000 Penalty: 3047.703125
	Iteration 73F: 3 clusters Score -1552832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -641011.812500 Penalty: 1391.538452
	Iteration 0F: 2 clusters Score -641011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -636864.875000 Penalty: 2783.076904
	Iteration 0F: 3 clusters Score -636864.9 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -637991.750000 Penalty: 2783.076904
	Iteration 1F: 3 clusters Score -637991.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -638167.687500 Penalty: 2783.076904
	Iteration 2F: 3 clusters Score -638167.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -638288.000000 Penalty: 2783.076904
	Iteration 3Q: 3 clusters Score -638288 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -638368.437500 Penalty: 2783.076904
	Iteration 4Q: 3 clusters Score -638368.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -638435.187500 Penalty: 2783.076904
	Iteration 5Q: 3 clusters Score -638435.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -638499.312500 Penalty: 2783.076904
	Iteration 6Q: 3 clusters Score -638499.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -638563.375000 Penalty: 2783.076904
	Iteration 7Q: 3 clusters Score -638563.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -638612.000000 Penalty: 2783.076904
	Iteration 8Q: 3 clusters Score -638612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -638661.250000 Penalty: 2783.076904
	Iteration 9Q: 3 clusters Score -638661.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -638715.687500 Penalty: 2783.076904
	Iteration 10Q: 3 clusters Score -638715.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -638781.625000 Penalty: 2783.076904
	Iteration 11Q: 3 clusters Score -638781.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -638849.312500 Penalty: 2783.076904
	Iteration 12Q: 3 clusters Score -638849.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -638910.687500 Penalty: 2783.076904
	Iteration 13Q: 3 clusters Score -638910.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -638974.250000 Penalty: 2783.076904
	Iteration 14Q: 3 clusters Score -638974.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -639040.187500 Penalty: 2783.076904
	Iteration 15Q: 3 clusters Score -639040.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -639098.062500 Penalty: 2783.076904
	Iteration 16Q: 3 clusters Score -639098.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -639144.062500 Penalty: 2783.076904
	Iteration 17Q: 3 clusters Score -639144.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -639187.875000 Penalty: 2783.076904
	Iteration 18Q: 3 clusters Score -639187.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -639223.312500 Penalty: 2783.076904
	Iteration 19Q: 3 clusters Score -639223.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -639257.875000 Penalty: 2783.076904
	Iteration 20F: 3 clusters Score -639257.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -639291.125000 Penalty: 2783.076904
	Iteration 21Q: 3 clusters Score -639291.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -639325.250000 Penalty: 2783.076904
	Iteration 22Q: 3 clusters Score -639325.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -639358.812500 Penalty: 2783.076904
	Iteration 23Q: 3 clusters Score -639358.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -639394.562500 Penalty: 2783.076904
	Iteration 24Q: 3 clusters Score -639394.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -639442.937500 Penalty: 2783.076904
	Iteration 25Q: 3 clusters Score -639442.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -639495.875000 Penalty: 2783.076904
	Iteration 26Q: 3 clusters Score -639495.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -639570.375000 Penalty: 2783.076904
	Iteration 27Q: 3 clusters Score -639570.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -639654.500000 Penalty: 2783.076904
	Iteration 28Q: 3 clusters Score -639654.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -639734.437500 Penalty: 2783.076904
	Iteration 29Q: 3 clusters Score -639734.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -639798.000000 Penalty: 2783.076904
	Iteration 30Q: 3 clusters Score -639798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -639828.562500 Penalty: 2783.076904
	Iteration 31Q: 3 clusters Score -639828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -639843.875000 Penalty: 2783.076904
	Iteration 32Q: 3 clusters Score -639843.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -639853.937500 Penalty: 2783.076904
	Iteration 33Q: 3 clusters Score -639853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -639857.812500 Penalty: 2783.076904
	Iteration 34Q: 3 clusters Score -639857.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -639862.937500 Penalty: 2783.076904
	Iteration 35Q: 3 clusters Score -639862.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -639866.312500 Penalty: 2783.076904
	Iteration 36Q: 3 clusters Score -639866.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -639870.125000 Penalty: 2783.076904
	Iteration 37Q: 3 clusters Score -639870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -639876.687500 Penalty: 2783.076904
	Iteration 38Q: 3 clusters Score -639876.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -639880.812500 Penalty: 2783.076904
	Iteration 39Q: 3 clusters Score -639880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -639884.000000 Penalty: 2783.076904
	Iteration 40F: 3 clusters Score -639884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -639886.062500 Penalty: 2783.076904
	Iteration 41Q: 3 clusters Score -639886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -639886.750000 Penalty: 2783.076904
	Iteration 42Q: 3 clusters Score -639886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -639887.062500 Penalty: 2783.076904
	Iteration 43Q: 3 clusters Score -639887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -639887.125000 Penalty: 2783.076904
	Iteration 44Q: 3 clusters Score -639887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -639887.125000 Penalty: 2783.076904
	Iteration 45F: 3 clusters Score -639887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -1104552.875000 Penalty: 1468.154297
	Iteration 0F: 2 clusters Score -1104553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1098430.625000 Penalty: 2936.308594
	Iteration 0F: 3 clusters Score -1098431 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1100369.000000 Penalty: 2936.308594
	Iteration 1F: 3 clusters Score -1100369 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1100580.125000 Penalty: 2936.308594
	Iteration 2F: 3 clusters Score -1100580 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1100735.625000 Penalty: 2936.308594
	Iteration 3Q: 3 clusters Score -1100736 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1100866.500000 Penalty: 2936.308594
	Iteration 4Q: 3 clusters Score -1100866 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1100986.500000 Penalty: 2936.308594
	Iteration 5Q: 3 clusters Score -1100986 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1101091.250000 Penalty: 2936.308594
	Iteration 6Q: 3 clusters Score -1101091 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1101166.375000 Penalty: 2936.308594
	Iteration 7Q: 3 clusters Score -1101166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1101231.250000 Penalty: 2936.308594
	Iteration 8Q: 3 clusters Score -1101231 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1101285.875000 Penalty: 2936.308594
	Iteration 9Q: 3 clusters Score -1101286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1101336.750000 Penalty: 2936.308594
	Iteration 10Q: 3 clusters Score -1101337 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1101372.750000 Penalty: 2936.308594
	Iteration 11Q: 3 clusters Score -1101373 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1101415.000000 Penalty: 2936.308594
	Iteration 12Q: 3 clusters Score -1101415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1101445.750000 Penalty: 2936.308594
	Iteration 13Q: 3 clusters Score -1101446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1101470.375000 Penalty: 2936.308594
	Iteration 14Q: 3 clusters Score -1101470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1101488.250000 Penalty: 2936.308594
	Iteration 15Q: 3 clusters Score -1101488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1101514.750000 Penalty: 2936.308594
	Iteration 16Q: 3 clusters Score -1101515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1101539.625000 Penalty: 2936.308594
	Iteration 17Q: 3 clusters Score -1101540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1101558.750000 Penalty: 2936.308594
	Iteration 18Q: 3 clusters Score -1101559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1101578.000000 Penalty: 2936.308594
	Iteration 19Q: 3 clusters Score -1101578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1101596.625000 Penalty: 2936.308594
	Iteration 20F: 3 clusters Score -1101597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1101616.750000 Penalty: 2936.308594
	Iteration 21Q: 3 clusters Score -1101617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1101633.750000 Penalty: 2936.308594
	Iteration 22Q: 3 clusters Score -1101634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1101654.000000 Penalty: 2936.308594
	Iteration 23Q: 3 clusters Score -1101654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1101673.625000 Penalty: 2936.308594
	Iteration 24Q: 3 clusters Score -1101674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1101692.125000 Penalty: 2936.308594
	Iteration 25Q: 3 clusters Score -1101692 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1101713.750000 Penalty: 2936.308594
	Iteration 26Q: 3 clusters Score -1101714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1101737.875000 Penalty: 2936.308594
	Iteration 27Q: 3 clusters Score -1101738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1101757.375000 Penalty: 2936.308594
	Iteration 28Q: 3 clusters Score -1101757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1101781.875000 Penalty: 2936.308594
	Iteration 29Q: 3 clusters Score -1101782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1101804.375000 Penalty: 2936.308594
	Iteration 30Q: 3 clusters Score -1101804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1101840.625000 Penalty: 2936.308594
	Iteration 31Q: 3 clusters Score -1101841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1101877.500000 Penalty: 2936.308594
	Iteration 32Q: 3 clusters Score -1101878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1101908.625000 Penalty: 2936.308594
	Iteration 33Q: 3 clusters Score -1101909 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1101948.000000 Penalty: 2936.308594
	Iteration 34Q: 3 clusters Score -1101948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1102005.500000 Penalty: 2936.308594
	Iteration 35Q: 3 clusters Score -1102006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1102055.125000 Penalty: 2936.308594
	Iteration 36Q: 3 clusters Score -1102055 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1102117.000000 Penalty: 2936.308594
	Iteration 37Q: 3 clusters Score -1102117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1102182.125000 Penalty: 2936.308594
	Iteration 38Q: 3 clusters Score -1102182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1102259.000000 Penalty: 2936.308594
	Iteration 39Q: 3 clusters Score -1102259 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1102347.625000 Penalty: 2936.308594
	Iteration 40F: 3 clusters Score -1102348 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1102456.000000 Penalty: 2936.308594
	Iteration 41Q: 3 clusters Score -1102456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1102572.500000 Penalty: 2936.308594
	Iteration 42Q: 3 clusters Score -1102572 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1102681.625000 Penalty: 2936.308594
	Iteration 43Q: 3 clusters Score -1102682 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1102775.250000 Penalty: 2936.308594
	Iteration 44Q: 3 clusters Score -1102775 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1102863.000000 Penalty: 2936.308594
	Iteration 45Q: 3 clusters Score -1102863 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1102940.750000 Penalty: 2936.308594
	Iteration 46Q: 3 clusters Score -1102941 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1103003.250000 Penalty: 2936.308594
	Iteration 47Q: 3 clusters Score -1103003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1103070.750000 Penalty: 2936.308594
	Iteration 48Q: 3 clusters Score -1103071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1103126.000000 Penalty: 2936.308594
	Iteration 49Q: 3 clusters Score -1103126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1103180.625000 Penalty: 2936.308594
	Iteration 50Q: 3 clusters Score -1103181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1103228.125000 Penalty: 2936.308594
	Iteration 51Q: 3 clusters Score -1103228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1103257.250000 Penalty: 2936.308594
	Iteration 52Q: 3 clusters Score -1103257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1103275.875000 Penalty: 2936.308594
	Iteration 53Q: 3 clusters Score -1103276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1103295.000000 Penalty: 2936.308594
	Iteration 54Q: 3 clusters Score -1103295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1103305.750000 Penalty: 2936.308594
	Iteration 55Q: 3 clusters Score -1103306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1103310.250000 Penalty: 2936.308594
	Iteration 56Q: 3 clusters Score -1103310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1103316.250000 Penalty: 2936.308594
	Iteration 57Q: 3 clusters Score -1103316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1103317.625000 Penalty: 2936.308594
	Iteration 58Q: 3 clusters Score -1103318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1103320.125000 Penalty: 2936.308594
	Iteration 59Q: 3 clusters Score -1103320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1103323.500000 Penalty: 2936.308594
	Iteration 60F: 3 clusters Score -1103324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1103327.000000 Penalty: 2936.308594
	Iteration 61Q: 3 clusters Score -1103327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1103330.500000 Penalty: 2936.308594
	Iteration 62Q: 3 clusters Score -1103330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1103330.125000 Penalty: 2936.308594
	Iteration 63Q: 3 clusters Score -1103330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1103330.125000 Penalty: 2936.308594
	Iteration 64F: 3 clusters Score -1103330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -613730.375000 Penalty: 1377.139160
	Iteration 0F: 2 clusters Score -613730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -609894.812500 Penalty: 2754.278320
	Iteration 0F: 3 clusters Score -609894.8 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -610905.562500 Penalty: 2754.278320
	Iteration 1F: 3 clusters Score -610905.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -611123.312500 Penalty: 2754.278320
	Iteration 2F: 3 clusters Score -611123.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -611320.937500 Penalty: 2754.278320
	Iteration 3F: 3 clusters Score -611320.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -611526.875000 Penalty: 2754.278320
	Iteration 4F: 3 clusters Score -611526.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -611759.812500 Penalty: 2754.278320
	Iteration 5F: 3 clusters Score -611759.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -611961.125000 Penalty: 2754.278320
	Iteration 6F: 3 clusters Score -611961.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -612121.000000 Penalty: 2754.278320
	Iteration 7Q: 3 clusters Score -612121 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -612244.812500 Penalty: 2754.278320
	Iteration 8Q: 3 clusters Score -612244.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -612313.437500 Penalty: 2754.278320
	Iteration 9Q: 3 clusters Score -612313.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -612356.250000 Penalty: 2754.278320
	Iteration 10Q: 3 clusters Score -612356.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -612395.437500 Penalty: 2754.278320
	Iteration 11Q: 3 clusters Score -612395.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -612419.500000 Penalty: 2754.278320
	Iteration 12Q: 3 clusters Score -612419.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -612433.250000 Penalty: 2754.278320
	Iteration 13Q: 3 clusters Score -612433.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -612445.250000 Penalty: 2754.278320
	Iteration 14Q: 3 clusters Score -612445.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -612455.375000 Penalty: 2754.278320
	Iteration 15Q: 3 clusters Score -612455.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -612467.375000 Penalty: 2754.278320
	Iteration 16Q: 3 clusters Score -612467.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -612474.250000 Penalty: 2754.278320
	Iteration 17Q: 3 clusters Score -612474.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -612480.750000 Penalty: 2754.278320
	Iteration 18Q: 3 clusters Score -612480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -612483.875000 Penalty: 2754.278320
	Iteration 19Q: 3 clusters Score -612483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -612487.312500 Penalty: 2754.278320
	Iteration 20F: 3 clusters Score -612487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -612488.687500 Penalty: 2754.278320
	Iteration 21Q: 3 clusters Score -612488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -612491.500000 Penalty: 2754.278320
	Iteration 22Q: 3 clusters Score -612491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -612493.500000 Penalty: 2754.278320
	Iteration 23Q: 3 clusters Score -612493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -612494.937500 Penalty: 2754.278320
	Iteration 24Q: 3 clusters Score -612494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -612496.875000 Penalty: 2754.278320
	Iteration 25Q: 3 clusters Score -612496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -612498.500000 Penalty: 2754.278320
	Iteration 26Q: 3 clusters Score -612498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -612501.187500 Penalty: 2754.278320
	Iteration 27Q: 3 clusters Score -612501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -612502.250000 Penalty: 2754.278320
	Iteration 28Q: 3 clusters Score -612502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -612503.375000 Penalty: 2754.278320
	Iteration 29Q: 3 clusters Score -612503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -612505.562500 Penalty: 2754.278320
	Iteration 30Q: 3 clusters Score -612505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -612507.875000 Penalty: 2754.278320
	Iteration 31Q: 3 clusters Score -612507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -612508.125000 Penalty: 2754.278320
	Iteration 32Q: 3 clusters Score -612508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -612509.250000 Penalty: 2754.278320
	Iteration 33Q: 3 clusters Score -612509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -612510.937500 Penalty: 2754.278320
	Iteration 34Q: 3 clusters Score -612510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -612511.562500 Penalty: 2754.278320
	Iteration 35Q: 3 clusters Score -612511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -612512.875000 Penalty: 2754.278320
	Iteration 36Q: 3 clusters Score -612512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -612513.750000 Penalty: 2754.278320
	Iteration 37Q: 3 clusters Score -612513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -612514.312500 Penalty: 2754.278320
	Iteration 38Q: 3 clusters Score -612514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -612516.500000 Penalty: 2754.278320
	Iteration 39Q: 3 clusters Score -612516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -612516.750000 Penalty: 2754.278320
	Iteration 40F: 3 clusters Score -612516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -612517.750000 Penalty: 2754.278320
	Iteration 41Q: 3 clusters Score -612517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -612517.812500 Penalty: 2754.278320
	Iteration 42Q: 3 clusters Score -612517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -612517.812500 Penalty: 2754.278320
	Iteration 43F: 3 clusters Score -612517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7675.344727 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7675.345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7683.507812 Penalty: 1499.914185
	Iteration 1Q: 3 clusters Score -7683.508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7683.507812 Penalty: 1499.914185
	Iteration 2F: 3 clusters Score -7683.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Entering Unmasked Estep 
Score: -1840049.500000 Penalty: 1550.180420
	Iteration 0F: 2 clusters Score -1840050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1830315.000000 Penalty: 3100.360840
	Iteration 0F: 3 clusters Score -1830315 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1833586.250000 Penalty: 3100.360840
	Iteration 1F: 3 clusters Score -1833586 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1833885.875000 Penalty: 3100.360840
	Iteration 2F: 3 clusters Score -1833886 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1834230.125000 Penalty: 3100.360840
	Iteration 3F: 3 clusters Score -1834230 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1834645.375000 Penalty: 3100.360840
	Iteration 4F: 3 clusters Score -1834645 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1835210.500000 Penalty: 3100.360840
	Iteration 5F: 3 clusters Score -1835210 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1835921.000000 Penalty: 3100.360840
	Iteration 6F: 3 clusters Score -1835921 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1836715.375000 Penalty: 3100.360840
	Iteration 7F: 3 clusters Score -1836715 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1837424.750000 Penalty: 3100.360840
	Iteration 8F: 3 clusters Score -1837425 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1837953.000000 Penalty: 3100.360840
	Iteration 9Q: 3 clusters Score -1837953 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1838290.375000 Penalty: 3100.360840
	Iteration 10Q: 3 clusters Score -1838290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1838464.250000 Penalty: 3100.360840
	Iteration 11Q: 3 clusters Score -1838464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1838557.000000 Penalty: 3100.360840
	Iteration 12Q: 3 clusters Score -1838557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1838622.750000 Penalty: 3100.360840
	Iteration 13Q: 3 clusters Score -1838623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1838667.625000 Penalty: 3100.360840
	Iteration 14Q: 3 clusters Score -1838668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1838690.250000 Penalty: 3100.360840
	Iteration 15Q: 3 clusters Score -1838690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1838698.000000 Penalty: 3100.360840
	Iteration 16Q: 3 clusters Score -1838698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1838702.750000 Penalty: 3100.360840
	Iteration 17Q: 3 clusters Score -1838703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1838702.000000 Penalty: 3100.360840
	Iteration 18Q: 3 clusters Score -1838702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1838705.375000 Penalty: 3100.360840
	Iteration 19Q: 3 clusters Score -1838705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1838709.250000 Penalty: 3100.360840
	Iteration 20F: 3 clusters Score -1838709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1838711.250000 Penalty: 3100.360840
	Iteration 21Q: 3 clusters Score -1838711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1838717.250000 Penalty: 3100.360840
	Iteration 22Q: 3 clusters Score -1838717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1838720.750000 Penalty: 3100.360840
	Iteration 23Q: 3 clusters Score -1838721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1838726.375000 Penalty: 3100.360840
	Iteration 24Q: 3 clusters Score -1838726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1838729.875000 Penalty: 3100.360840
	Iteration 25Q: 3 clusters Score -1838730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1838735.125000 Penalty: 3100.360840
	Iteration 26Q: 3 clusters Score -1838735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1838738.375000 Penalty: 3100.360840
	Iteration 27Q: 3 clusters Score -1838738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1838738.625000 Penalty: 3100.360840
	Iteration 28Q: 3 clusters Score -1838739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1838743.500000 Penalty: 3100.360840
	Iteration 29Q: 3 clusters Score -1838744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1838743.375000 Penalty: 3100.360840
	Iteration 30Q: 3 clusters Score -1838743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1838743.375000 Penalty: 3100.360840
	Iteration 31F: 3 clusters Score -1838743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Entering Unmasked Estep 
Score: -10700732.000000 Penalty: 1835.494995
	Iteration 0F: 2 clusters Score -1.070073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -10651313.000000 Penalty: 3670.989990
	Iteration 0F: 3 clusters Score -1.065131e+07 nChanged 38196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -10673229.000000 Penalty: 3670.989990
	Iteration 1F: 3 clusters Score -1.067323e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -10673877.000000 Penalty: 3670.989990
	Iteration 2Q: 3 clusters Score -1.067388e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -10674665.000000 Penalty: 3670.989990
	Iteration 3Q: 3 clusters Score -1.067466e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -10675643.000000 Penalty: 3670.989990
	Iteration 4Q: 3 clusters Score -1.067564e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -10677019.000000 Penalty: 3670.989990
	Iteration 5Q: 3 clusters Score -1.067702e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -10679211.000000 Penalty: 3670.989990
	Iteration 6Q: 3 clusters Score -1.067921e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -10682251.000000 Penalty: 3670.989990
	Iteration 7F: 3 clusters Score -1.068225e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -10685713.000000 Penalty: 3670.989990
	Iteration 8F: 3 clusters Score -1.068571e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -10688512.000000 Penalty: 3670.989990
	Iteration 9F: 3 clusters Score -1.068851e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -10689842.000000 Penalty: 3670.989990
	Iteration 10Q: 3 clusters Score -1.068984e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -10690313.000000 Penalty: 3670.989990
	Iteration 11Q: 3 clusters Score -1.069031e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -10690537.000000 Penalty: 3670.989990
	Iteration 12Q: 3 clusters Score -1.069054e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -10690635.000000 Penalty: 3670.989990
	Iteration 13Q: 3 clusters Score -1.069064e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -10690780.000000 Penalty: 3670.989990
	Iteration 14Q: 3 clusters Score -1.069078e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -10690957.000000 Penalty: 3670.989990
	Iteration 15Q: 3 clusters Score -1.069096e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -10691163.000000 Penalty: 3670.989990
	Iteration 16Q: 3 clusters Score -1.069116e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -10691436.000000 Penalty: 3670.989990
	Iteration 17Q: 3 clusters Score -1.069144e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -10691676.000000 Penalty: 3670.989990
	Iteration 18Q: 3 clusters Score -1.069168e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -10691970.000000 Penalty: 3670.989990
	Iteration 19Q: 3 clusters Score -1.069197e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -10692263.000000 Penalty: 3670.989990
	Iteration 20F: 3 clusters Score -1.069226e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -10692580.000000 Penalty: 3670.989990
	Iteration 21Q: 3 clusters Score -1.069258e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -10692907.000000 Penalty: 3670.989990
	Iteration 22Q: 3 clusters Score -1.069291e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -10693226.000000 Penalty: 3670.989990
	Iteration 23Q: 3 clusters Score -1.069323e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -10693519.000000 Penalty: 3670.989990
	Iteration 24Q: 3 clusters Score -1.069352e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -10693825.000000 Penalty: 3670.989990
	Iteration 25Q: 3 clusters Score -1.069382e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -10694060.000000 Penalty: 3670.989990
	Iteration 26Q: 3 clusters Score -1.069406e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -10694342.000000 Penalty: 3670.989990
	Iteration 27Q: 3 clusters Score -1.069434e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -10694655.000000 Penalty: 3670.989990
	Iteration 28Q: 3 clusters Score -1.069466e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -10694933.000000 Penalty: 3670.989990
	Iteration 29Q: 3 clusters Score -1.069493e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -10695211.000000 Penalty: 3670.989990
	Iteration 30Q: 3 clusters Score -1.069521e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -10695445.000000 Penalty: 3670.989990
	Iteration 31Q: 3 clusters Score -1.069544e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -10695655.000000 Penalty: 3670.989990
	Iteration 32Q: 3 clusters Score -1.069566e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -10695891.000000 Penalty: 3670.989990
	Iteration 33Q: 3 clusters Score -1.069589e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -10696127.000000 Penalty: 3670.989990
	Iteration 34Q: 3 clusters Score -1.069613e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -10696366.000000 Penalty: 3670.989990
	Iteration 35Q: 3 clusters Score -1.069637e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -10696664.000000 Penalty: 3670.989990
	Iteration 36Q: 3 clusters Score -1.069666e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -10696889.000000 Penalty: 3670.989990
	Iteration 37Q: 3 clusters Score -1.069689e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -10697096.000000 Penalty: 3670.989990
	Iteration 38Q: 3 clusters Score -1.06971e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -10697305.000000 Penalty: 3670.989990
	Iteration 39Q: 3 clusters Score -1.06973e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -10697391.000000 Penalty: 3670.989990
	Iteration 40F: 3 clusters Score -1.069739e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -10697567.000000 Penalty: 3670.989990
	Iteration 41Q: 3 clusters Score -1.069757e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -10697707.000000 Penalty: 3670.989990
	Iteration 42Q: 3 clusters Score -1.069771e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -10697848.000000 Penalty: 3670.989990
	Iteration 43Q: 3 clusters Score -1.069785e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -10698010.000000 Penalty: 3670.989990
	Iteration 44Q: 3 clusters Score -1.069801e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -10698115.000000 Penalty: 3670.989990
	Iteration 45Q: 3 clusters Score -1.069812e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -10698216.000000 Penalty: 3670.989990
	Iteration 46Q: 3 clusters Score -1.069822e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -10698296.000000 Penalty: 3670.989990
	Iteration 47Q: 3 clusters Score -1.06983e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -10698350.000000 Penalty: 3670.989990
	Iteration 48Q: 3 clusters Score -1.069835e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -10698487.000000 Penalty: 3670.989990
	Iteration 49Q: 3 clusters Score -1.069849e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -10698572.000000 Penalty: 3670.989990
	Iteration 50Q: 3 clusters Score -1.069857e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -10698670.000000 Penalty: 3670.989990
	Iteration 51Q: 3 clusters Score -1.069867e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -10698735.000000 Penalty: 3670.989990
	Iteration 52Q: 3 clusters Score -1.069874e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -10698776.000000 Penalty: 3670.989990
	Iteration 53Q: 3 clusters Score -1.069878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -10698806.000000 Penalty: 3670.989990
	Iteration 54Q: 3 clusters Score -1.069881e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -10698825.000000 Penalty: 3670.989990
	Iteration 55Q: 3 clusters Score -1.069882e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -10698863.000000 Penalty: 3670.989990
	Iteration 56Q: 3 clusters Score -1.069886e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -10698894.000000 Penalty: 3670.989990
	Iteration 57Q: 3 clusters Score -1.069889e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -10698924.000000 Penalty: 3670.989990
	Iteration 58Q: 3 clusters Score -1.069892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -10698943.000000 Penalty: 3670.989990
	Iteration 59Q: 3 clusters Score -1.069894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -10698985.000000 Penalty: 3670.989990
	Iteration 60F: 3 clusters Score -1.069898e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -10699009.000000 Penalty: 3670.989990
	Iteration 61Q: 3 clusters Score -1.069901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -10699033.000000 Penalty: 3670.989990
	Iteration 62Q: 3 clusters Score -1.069903e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -10699052.000000 Penalty: 3670.989990
	Iteration 63Q: 3 clusters Score -1.069905e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -10699070.000000 Penalty: 3670.989990
	Iteration 64Q: 3 clusters Score -1.069907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -10699083.000000 Penalty: 3670.989990
	Iteration 65Q: 3 clusters Score -1.069908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -10699101.000000 Penalty: 3670.989990
	Iteration 66Q: 3 clusters Score -1.06991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -10699123.000000 Penalty: 3670.989990
	Iteration 67Q: 3 clusters Score -1.069912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -10699131.000000 Penalty: 3670.989990
	Iteration 68Q: 3 clusters Score -1.069913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -10699127.000000 Penalty: 3670.989990
	Iteration 69Q: 3 clusters Score -1.069913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -10699146.000000 Penalty: 3670.989990
	Iteration 70Q: 3 clusters Score -1.069915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -10699141.000000 Penalty: 3670.989990
	Iteration 71Q: 3 clusters Score -1.069914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -10699157.000000 Penalty: 3670.989990
	Iteration 72Q: 3 clusters Score -1.069916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -10699158.000000 Penalty: 3670.989990
	Iteration 73Q: 3 clusters Score -1.069916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -10699170.000000 Penalty: 3670.989990
	Iteration 74Q: 3 clusters Score -1.069917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -10699180.000000 Penalty: 3670.989990
	Iteration 75Q: 3 clusters Score -1.069918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -10699178.000000 Penalty: 3670.989990
	Iteration 76Q: 3 clusters Score -1.069918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -10699186.000000 Penalty: 3670.989990
	Iteration 77Q: 3 clusters Score -1.069919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -10699190.000000 Penalty: 3670.989990
	Iteration 78Q: 3 clusters Score -1.069919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -10699197.000000 Penalty: 3670.989990
	Iteration 79Q: 3 clusters Score -1.06992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -10699201.000000 Penalty: 3670.989990
	Iteration 80F: 3 clusters Score -1.06992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -10699195.000000 Penalty: 3670.989990
	Iteration 81Q: 3 clusters Score -1.06992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -10699194.000000 Penalty: 3670.989990
	Iteration 82Q: 3 clusters Score -1.069919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -10699190.000000 Penalty: 3670.989990
	Iteration 83Q: 3 clusters Score -1.069919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -10699197.000000 Penalty: 3670.989990
	Iteration 84Q: 3 clusters Score -1.06992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -10699203.000000 Penalty: 3670.989990
	Iteration 85Q: 3 clusters Score -1.06992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -10699197.000000 Penalty: 3670.989990
	Iteration 86Q: 3 clusters Score -1.06992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -10699197.000000 Penalty: 3670.989990
	Iteration 87Q: 3 clusters Score -1.06992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -10699201.000000 Penalty: 3670.989990
	Iteration 88Q: 3 clusters Score -1.06992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -10699198.000000 Penalty: 3670.989990
	Iteration 89Q: 3 clusters Score -1.06992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -10699203.000000 Penalty: 3670.989990
	Iteration 90Q: 3 clusters Score -1.06992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -10699203.000000 Penalty: 3670.989990
	Iteration 91F: 3 clusters Score -1.06992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Entering Unmasked Estep 
Score: -5489595.500000 Penalty: 1728.806396
	Iteration 0F: 2 clusters Score -5489596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5461664.500000 Penalty: 3457.612793
	Iteration 0F: 3 clusters Score -5461664 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5472642.500000 Penalty: 3457.612793
	Iteration 1F: 3 clusters Score -5472642 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -5472946.000000 Penalty: 3457.612793
	Iteration 2Q: 3 clusters Score -5472946 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5473221.500000 Penalty: 3457.612793
	Iteration 3Q: 3 clusters Score -5473222 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5473477.500000 Penalty: 3457.612793
	Iteration 4Q: 3 clusters Score -5473478 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -5473702.000000 Penalty: 3457.612793
	Iteration 5Q: 3 clusters Score -5473702 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -5473910.000000 Penalty: 3457.612793
	Iteration 6Q: 3 clusters Score -5473910 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5474096.000000 Penalty: 3457.612793
	Iteration 7Q: 3 clusters Score -5474096 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5474279.500000 Penalty: 3457.612793
	Iteration 8Q: 3 clusters Score -5474280 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5474465.500000 Penalty: 3457.612793
	Iteration 9Q: 3 clusters Score -5474466 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5474670.500000 Penalty: 3457.612793
	Iteration 10Q: 3 clusters Score -5474670 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5474965.500000 Penalty: 3457.612793
	Iteration 11Q: 3 clusters Score -5474966 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -5475321.000000 Penalty: 3457.612793
	Iteration 12Q: 3 clusters Score -5475321 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -5475680.000000 Penalty: 3457.612793
	Iteration 13Q: 3 clusters Score -5475680 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -5476231.000000 Penalty: 3457.612793
	Iteration 14Q: 3 clusters Score -5476231 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5477018.500000 Penalty: 3457.612793
	Iteration 15Q: 3 clusters Score -5477018 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5478188.500000 Penalty: 3457.612793
	Iteration 16Q: 3 clusters Score -5478188 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5479796.500000 Penalty: 3457.612793
	Iteration 17Q: 3 clusters Score -5479796 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5481748.000000 Penalty: 3457.612793
	Iteration 18F: 3 clusters Score -5481748 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -5483485.500000 Penalty: 3457.612793
	Iteration 19Q: 3 clusters Score -5483486 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5484532.500000 Penalty: 3457.612793
	Iteration 20F: 3 clusters Score -5484532 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -5485138.500000 Penalty: 3457.612793
	Iteration 21Q: 3 clusters Score -5485138 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5485582.000000 Penalty: 3457.612793
	Iteration 22Q: 3 clusters Score -5485582 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -5485957.500000 Penalty: 3457.612793
	Iteration 23Q: 3 clusters Score -5485958 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -5486246.500000 Penalty: 3457.612793
	Iteration 24Q: 3 clusters Score -5486246 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -5486442.000000 Penalty: 3457.612793
	Iteration 25Q: 3 clusters Score -5486442 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5486616.500000 Penalty: 3457.612793
	Iteration 26Q: 3 clusters Score -5486616 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -5486765.500000 Penalty: 3457.612793
	Iteration 27Q: 3 clusters Score -5486766 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5486838.000000 Penalty: 3457.612793
	Iteration 28Q: 3 clusters Score -5486838 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -5486911.500000 Penalty: 3457.612793
	Iteration 29Q: 3 clusters Score -5486912 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -5486991.000000 Penalty: 3457.612793
	Iteration 30Q: 3 clusters Score -5486991 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -5486989.000000 Penalty: 3457.612793
	Iteration 31Q: 3 clusters Score -5486989 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -5487028.000000 Penalty: 3457.612793
	Iteration 32Q: 3 clusters Score -5487028 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5487037.500000 Penalty: 3457.612793
	Iteration 33Q: 3 clusters Score -5487038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5487064.500000 Penalty: 3457.612793
	Iteration 34Q: 3 clusters Score -5487064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5487084.500000 Penalty: 3457.612793
	Iteration 35Q: 3 clusters Score -5487084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -5487101.000000 Penalty: 3457.612793
	Iteration 36Q: 3 clusters Score -5487101 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -5487123.000000 Penalty: 3457.612793
	Iteration 37Q: 3 clusters Score -5487123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5487132.500000 Penalty: 3457.612793
	Iteration 38Q: 3 clusters Score -5487132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -5487156.500000 Penalty: 3457.612793
	Iteration 39Q: 3 clusters Score -5487156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5487166.000000 Penalty: 3457.612793
	Iteration 40F: 3 clusters Score -5487166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5487180.500000 Penalty: 3457.612793
	Iteration 41Q: 3 clusters Score -5487180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -5487194.000000 Penalty: 3457.612793
	Iteration 42Q: 3 clusters Score -5487194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5487212.000000 Penalty: 3457.612793
	Iteration 43Q: 3 clusters Score -5487212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5487226.500000 Penalty: 3457.612793
	Iteration 44Q: 3 clusters Score -5487226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -5487222.000000 Penalty: 3457.612793
	Iteration 45Q: 3 clusters Score -5487222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -5487236.500000 Penalty: 3457.612793
	Iteration 46Q: 3 clusters Score -5487236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -5487261.000000 Penalty: 3457.612793
	Iteration 47Q: 3 clusters Score -5487261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5487279.500000 Penalty: 3457.612793
	Iteration 48Q: 3 clusters Score -5487280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -5487281.000000 Penalty: 3457.612793
	Iteration 49Q: 3 clusters Score -5487281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5487304.500000 Penalty: 3457.612793
	Iteration 50Q: 3 clusters Score -5487304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -5487313.500000 Penalty: 3457.612793
	Iteration 51Q: 3 clusters Score -5487314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5487332.500000 Penalty: 3457.612793
	Iteration 52Q: 3 clusters Score -5487332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -5487352.000000 Penalty: 3457.612793
	Iteration 53Q: 3 clusters Score -5487352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -5487370.000000 Penalty: 3457.612793
	Iteration 54Q: 3 clusters Score -5487370 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -5487379.000000 Penalty: 3457.612793
	Iteration 55Q: 3 clusters Score -5487379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -5487380.500000 Penalty: 3457.612793
	Iteration 56Q: 3 clusters Score -5487380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5487392.000000 Penalty: 3457.612793
	Iteration 57Q: 3 clusters Score -5487392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -5487405.000000 Penalty: 3457.612793
	Iteration 58Q: 3 clusters Score -5487405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -5487418.500000 Penalty: 3457.612793
	Iteration 59Q: 3 clusters Score -5487418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5487450.500000 Penalty: 3457.612793
	Iteration 60F: 3 clusters Score -5487450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -5487467.500000 Penalty: 3457.612793
	Iteration 61Q: 3 clusters Score -5487468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5487477.000000 Penalty: 3457.612793
	Iteration 62Q: 3 clusters Score -5487477 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -5487482.000000 Penalty: 3457.612793
	Iteration 63Q: 3 clusters Score -5487482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5487511.500000 Penalty: 3457.612793
	Iteration 64Q: 3 clusters Score -5487512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5487521.000000 Penalty: 3457.612793
	Iteration 65Q: 3 clusters Score -5487521 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5487558.000000 Penalty: 3457.612793
	Iteration 66Q: 3 clusters Score -5487558 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -5487558.000000 Penalty: 3457.612793
	Iteration 67Q: 3 clusters Score -5487558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5487586.500000 Penalty: 3457.612793
	Iteration 68Q: 3 clusters Score -5487586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5487589.500000 Penalty: 3457.612793
	Iteration 69Q: 3 clusters Score -5487590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5487607.000000 Penalty: 3457.612793
	Iteration 70Q: 3 clusters Score -5487607 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5487629.500000 Penalty: 3457.612793
	Iteration 71Q: 3 clusters Score -5487630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5487632.000000 Penalty: 3457.612793
	Iteration 72Q: 3 clusters Score -5487632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5487653.000000 Penalty: 3457.612793
	Iteration 73Q: 3 clusters Score -5487653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5487674.000000 Penalty: 3457.612793
	Iteration 74Q: 3 clusters Score -5487674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5487677.000000 Penalty: 3457.612793
	Iteration 75Q: 3 clusters Score -5487677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5487683.500000 Penalty: 3457.612793
	Iteration 76Q: 3 clusters Score -5487684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5487711.000000 Penalty: 3457.612793
	Iteration 77Q: 3 clusters Score -5487711 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5487736.000000 Penalty: 3457.612793
	Iteration 78Q: 3 clusters Score -5487736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5487753.500000 Penalty: 3457.612793
	Iteration 79Q: 3 clusters Score -5487754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5487768.500000 Penalty: 3457.612793
	Iteration 80F: 3 clusters Score -5487768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5487773.500000 Penalty: 3457.612793
	Iteration 81Q: 3 clusters Score -5487774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5487776.500000 Penalty: 3457.612793
	Iteration 82Q: 3 clusters Score -5487776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5487800.000000 Penalty: 3457.612793
	Iteration 83Q: 3 clusters Score -5487800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5487819.000000 Penalty: 3457.612793
	Iteration 84Q: 3 clusters Score -5487819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5487833.500000 Penalty: 3457.612793
	Iteration 85Q: 3 clusters Score -5487834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5487847.000000 Penalty: 3457.612793
	Iteration 86Q: 3 clusters Score -5487847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5487874.000000 Penalty: 3457.612793
	Iteration 87Q: 3 clusters Score -5487874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5487893.000000 Penalty: 3457.612793
	Iteration 88Q: 3 clusters Score -5487893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5487890.500000 Penalty: 3457.612793
	Iteration 89Q: 3 clusters Score -5487890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5487909.000000 Penalty: 3457.612793
	Iteration 90Q: 3 clusters Score -5487909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5487931.500000 Penalty: 3457.612793
	Iteration 91Q: 3 clusters Score -5487932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5487937.500000 Penalty: 3457.612793
	Iteration 92Q: 3 clusters Score -5487938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5487952.500000 Penalty: 3457.612793
	Iteration 93Q: 3 clusters Score -5487952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5487961.500000 Penalty: 3457.612793
	Iteration 94Q: 3 clusters Score -5487962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5487965.500000 Penalty: 3457.612793
	Iteration 95Q: 3 clusters Score -5487966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5487973.000000 Penalty: 3457.612793
	Iteration 96Q: 3 clusters Score -5487973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5487971.500000 Penalty: 3457.612793
	Iteration 97Q: 3 clusters Score -5487972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5487986.500000 Penalty: 3457.612793
	Iteration 98Q: 3 clusters Score -5487986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5487993.000000 Penalty: 3457.612793
	Iteration 99Q: 3 clusters Score -5487993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5487999.500000 Penalty: 3457.612793
	Iteration 100F: 3 clusters Score -5488000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5488010.500000 Penalty: 3457.612793
	Iteration 101Q: 3 clusters Score -5488010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5488017.000000 Penalty: 3457.612793
	Iteration 102Q: 3 clusters Score -5488017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5488024.500000 Penalty: 3457.612793
	Iteration 103Q: 3 clusters Score -5488024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5488022.000000 Penalty: 3457.612793
	Iteration 104Q: 3 clusters Score -5488022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5488027.000000 Penalty: 3457.612793
	Iteration 105Q: 3 clusters Score -5488027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5488027.500000 Penalty: 3457.612793
	Iteration 106Q: 3 clusters Score -5488028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5488034.500000 Penalty: 3457.612793
	Iteration 107Q: 3 clusters Score -5488034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5488024.000000 Penalty: 3457.612793
	Iteration 108Q: 3 clusters Score -5488024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5488035.500000 Penalty: 3457.612793
	Iteration 109Q: 3 clusters Score -5488036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5488039.000000 Penalty: 3457.612793
	Iteration 110Q: 3 clusters Score -5488039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5488040.000000 Penalty: 3457.612793
	Iteration 111Q: 3 clusters Score -5488040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5488042.500000 Penalty: 3457.612793
	Iteration 112Q: 3 clusters Score -5488042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5488047.000000 Penalty: 3457.612793
	Iteration 113Q: 3 clusters Score -5488047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5488045.000000 Penalty: 3457.612793
	Iteration 114Q: 3 clusters Score -5488045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5488036.500000 Penalty: 3457.612793
	Iteration 115Q: 3 clusters Score -5488036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5488040.500000 Penalty: 3457.612793
	Iteration 116Q: 3 clusters Score -5488040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5488048.500000 Penalty: 3457.612793
	Iteration 117Q: 3 clusters Score -5488048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5488053.000000 Penalty: 3457.612793
	Iteration 118Q: 3 clusters Score -5488053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5488061.500000 Penalty: 3457.612793
	Iteration 119Q: 3 clusters Score -5488062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5488052.000000 Penalty: 3457.612793
	Iteration 120F: 3 clusters Score -5488052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5488067.000000 Penalty: 3457.612793
	Iteration 121Q: 3 clusters Score -5488067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5488070.500000 Penalty: 3457.612793
	Iteration 122Q: 3 clusters Score -5488070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5488061.500000 Penalty: 3457.612793
	Iteration 123Q: 3 clusters Score -5488062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5488069.500000 Penalty: 3457.612793
	Iteration 124Q: 3 clusters Score -5488070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5488067.000000 Penalty: 3457.612793
	Iteration 125Q: 3 clusters Score -5488067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5488082.000000 Penalty: 3457.612793
	Iteration 126Q: 3 clusters Score -5488082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5488072.500000 Penalty: 3457.612793
	Iteration 127Q: 3 clusters Score -5488072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5488072.000000 Penalty: 3457.612793
	Iteration 128Q: 3 clusters Score -5488072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5488074.500000 Penalty: 3457.612793
	Iteration 129Q: 3 clusters Score -5488074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5488073.500000 Penalty: 3457.612793
	Iteration 130Q: 3 clusters Score -5488074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5488067.500000 Penalty: 3457.612793
	Iteration 131Q: 3 clusters Score -5488068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5488068.500000 Penalty: 3457.612793
	Iteration 132Q: 3 clusters Score -5488068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5488068.000000 Penalty: 3457.612793
	Iteration 133Q: 3 clusters Score -5488068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5488064.500000 Penalty: 3457.612793
	Iteration 134Q: 3 clusters Score -5488064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5488069.500000 Penalty: 3457.612793
	Iteration 135Q: 3 clusters Score -5488070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5488068.000000 Penalty: 3457.612793
	Iteration 136Q: 3 clusters Score -5488068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5488072.000000 Penalty: 3457.612793
	Iteration 137Q: 3 clusters Score -5488072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5488070.500000 Penalty: 3457.612793
	Iteration 138Q: 3 clusters Score -5488070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5488075.000000 Penalty: 3457.612793
	Iteration 139Q: 3 clusters Score -5488075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5488075.000000 Penalty: 3457.612793
	Iteration 140F: 3 clusters Score -5488075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Entering Unmasked Estep 
Score: -2598879.500000 Penalty: 1613.511475
	Iteration 0F: 2 clusters Score -2598880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2584932.250000 Penalty: 3227.022949
	Iteration 0F: 3 clusters Score -2584932 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2590177.750000 Penalty: 3227.022949
	Iteration 1F: 3 clusters Score -2590178 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2590882.500000 Penalty: 3227.022949
	Iteration 2F: 3 clusters Score -2590882 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2591882.500000 Penalty: 3227.022949
	Iteration 3F: 3 clusters Score -2591882 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2593009.000000 Penalty: 3227.022949
	Iteration 4F: 3 clusters Score -2593009 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2594105.750000 Penalty: 3227.022949
	Iteration 5F: 3 clusters Score -2594106 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2595139.750000 Penalty: 3227.022949
	Iteration 6F: 3 clusters Score -2595140 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2596038.750000 Penalty: 3227.022949
	Iteration 7F: 3 clusters Score -2596039 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2596614.500000 Penalty: 3227.022949
	Iteration 8Q: 3 clusters Score -2596614 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2596928.500000 Penalty: 3227.022949
	Iteration 9Q: 3 clusters Score -2596928 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2597076.500000 Penalty: 3227.022949
	Iteration 10Q: 3 clusters Score -2597076 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2597161.250000 Penalty: 3227.022949
	Iteration 11Q: 3 clusters Score -2597161 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2597228.000000 Penalty: 3227.022949
	Iteration 12Q: 3 clusters Score -2597228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2597280.250000 Penalty: 3227.022949
	Iteration 13Q: 3 clusters Score -2597280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2597305.500000 Penalty: 3227.022949
	Iteration 14Q: 3 clusters Score -2597306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2597332.500000 Penalty: 3227.022949
	Iteration 15Q: 3 clusters Score -2597332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2597365.500000 Penalty: 3227.022949
	Iteration 16Q: 3 clusters Score -2597366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2597387.250000 Penalty: 3227.022949
	Iteration 17Q: 3 clusters Score -2597387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2597387.250000 Penalty: 3227.022949
	Iteration 18Q: 3 clusters Score -2597387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2597393.000000 Penalty: 3227.022949
	Iteration 19Q: 3 clusters Score -2597393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2597403.250000 Penalty: 3227.022949
	Iteration 20F: 3 clusters Score -2597403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2597412.250000 Penalty: 3227.022949
	Iteration 21Q: 3 clusters Score -2597412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2597412.250000 Penalty: 3227.022949
	Iteration 22Q: 3 clusters Score -2597412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2597420.500000 Penalty: 3227.022949
	Iteration 23Q: 3 clusters Score -2597420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2597431.750000 Penalty: 3227.022949
	Iteration 24Q: 3 clusters Score -2597432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2597440.500000 Penalty: 3227.022949
	Iteration 25Q: 3 clusters Score -2597440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2597439.000000 Penalty: 3227.022949
	Iteration 26Q: 3 clusters Score -2597439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2597450.250000 Penalty: 3227.022949
	Iteration 27Q: 3 clusters Score -2597450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2597453.000000 Penalty: 3227.022949
	Iteration 28Q: 3 clusters Score -2597453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2597456.000000 Penalty: 3227.022949
	Iteration 29Q: 3 clusters Score -2597456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2597461.250000 Penalty: 3227.022949
	Iteration 30Q: 3 clusters Score -2597461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2597463.500000 Penalty: 3227.022949
	Iteration 31Q: 3 clusters Score -2597464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2597473.500000 Penalty: 3227.022949
	Iteration 32Q: 3 clusters Score -2597474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2597468.000000 Penalty: 3227.022949
	Iteration 33Q: 3 clusters Score -2597468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2597471.500000 Penalty: 3227.022949
	Iteration 34Q: 3 clusters Score -2597472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2597471.750000 Penalty: 3227.022949
	Iteration 35Q: 3 clusters Score -2597472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2597473.000000 Penalty: 3227.022949
	Iteration 36Q: 3 clusters Score -2597473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2597476.500000 Penalty: 3227.022949
	Iteration 37Q: 3 clusters Score -2597476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2597494.000000 Penalty: 3227.022949
	Iteration 38Q: 3 clusters Score -2597494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2597499.250000 Penalty: 3227.022949
	Iteration 39Q: 3 clusters Score -2597499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2597508.750000 Penalty: 3227.022949
	Iteration 40F: 3 clusters Score -2597509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2597522.500000 Penalty: 3227.022949
	Iteration 41Q: 3 clusters Score -2597522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2597538.000000 Penalty: 3227.022949
	Iteration 42Q: 3 clusters Score -2597538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2597555.750000 Penalty: 3227.022949
	Iteration 43Q: 3 clusters Score -2597556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2597559.250000 Penalty: 3227.022949
	Iteration 44Q: 3 clusters Score -2597559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2597572.250000 Penalty: 3227.022949
	Iteration 45Q: 3 clusters Score -2597572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2597607.500000 Penalty: 3227.022949
	Iteration 46Q: 3 clusters Score -2597608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2597642.000000 Penalty: 3227.022949
	Iteration 47Q: 3 clusters Score -2597642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2597679.000000 Penalty: 3227.022949
	Iteration 48Q: 3 clusters Score -2597679 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2597708.000000 Penalty: 3227.022949
	Iteration 49Q: 3 clusters Score -2597708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2597734.750000 Penalty: 3227.022949
	Iteration 50Q: 3 clusters Score -2597735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2597757.750000 Penalty: 3227.022949
	Iteration 51Q: 3 clusters Score -2597758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2597780.250000 Penalty: 3227.022949
	Iteration 52Q: 3 clusters Score -2597780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2597813.250000 Penalty: 3227.022949
	Iteration 53Q: 3 clusters Score -2597813 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2597847.500000 Penalty: 3227.022949
	Iteration 54Q: 3 clusters Score -2597848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2597884.250000 Penalty: 3227.022949
	Iteration 55Q: 3 clusters Score -2597884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2597914.250000 Penalty: 3227.022949
	Iteration 56Q: 3 clusters Score -2597914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2597944.000000 Penalty: 3227.022949
	Iteration 57Q: 3 clusters Score -2597944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2597980.250000 Penalty: 3227.022949
	Iteration 58Q: 3 clusters Score -2597980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2597994.000000 Penalty: 3227.022949
	Iteration 59Q: 3 clusters Score -2597994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2598017.250000 Penalty: 3227.022949
	Iteration 60F: 3 clusters Score -2598017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2598034.000000 Penalty: 3227.022949
	Iteration 61Q: 3 clusters Score -2598034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2598056.750000 Penalty: 3227.022949
	Iteration 62Q: 3 clusters Score -2598057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2598068.000000 Penalty: 3227.022949
	Iteration 63Q: 3 clusters Score -2598068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2598088.000000 Penalty: 3227.022949
	Iteration 64Q: 3 clusters Score -2598088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2598105.250000 Penalty: 3227.022949
	Iteration 65Q: 3 clusters Score -2598105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2598124.250000 Penalty: 3227.022949
	Iteration 66Q: 3 clusters Score -2598124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2598135.250000 Penalty: 3227.022949
	Iteration 67Q: 3 clusters Score -2598135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2598139.500000 Penalty: 3227.022949
	Iteration 68Q: 3 clusters Score -2598140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2598152.250000 Penalty: 3227.022949
	Iteration 69Q: 3 clusters Score -2598152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2598157.250000 Penalty: 3227.022949
	Iteration 70Q: 3 clusters Score -2598157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2598159.750000 Penalty: 3227.022949
	Iteration 71Q: 3 clusters Score -2598160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2598165.750000 Penalty: 3227.022949
	Iteration 72Q: 3 clusters Score -2598166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2598160.000000 Penalty: 3227.022949
	Iteration 73Q: 3 clusters Score -2598160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2598162.750000 Penalty: 3227.022949
	Iteration 74Q: 3 clusters Score -2598163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2598162.750000 Penalty: 3227.022949
	Iteration 75Q: 3 clusters Score -2598163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2598165.500000 Penalty: 3227.022949
	Iteration 76Q: 3 clusters Score -2598166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2598163.750000 Penalty: 3227.022949
	Iteration 77Q: 3 clusters Score -2598164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2598165.750000 Penalty: 3227.022949
	Iteration 78Q: 3 clusters Score -2598166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2598168.250000 Penalty: 3227.022949
	Iteration 79Q: 3 clusters Score -2598168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2598171.750000 Penalty: 3227.022949
	Iteration 80F: 3 clusters Score -2598172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2598169.500000 Penalty: 3227.022949
	Iteration 81Q: 3 clusters Score -2598170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2598170.250000 Penalty: 3227.022949
	Iteration 82Q: 3 clusters Score -2598170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2598169.750000 Penalty: 3227.022949
	Iteration 83Q: 3 clusters Score -2598170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2598171.000000 Penalty: 3227.022949
	Iteration 84Q: 3 clusters Score -2598171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2598168.750000 Penalty: 3227.022949
	Iteration 85Q: 3 clusters Score -2598169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2598171.250000 Penalty: 3227.022949
	Iteration 86Q: 3 clusters Score -2598171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2598171.250000 Penalty: 3227.022949
	Iteration 87F: 3 clusters Score -2598171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -47350.496094 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -47350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46345.050781 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -46345.05 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46612.753906 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -46612.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46766.039062 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -46766.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46891.476562 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -46891.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46960.121094 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -46960.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47022.371094 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -47022.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47065.371094 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -47065.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47086.609375 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -47086.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47101.468750 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -47101.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47112.210938 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -47112.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47124.679688 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -47124.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47125.023438 Penalty: 2004.442871
	Iteration 11Q: 3 clusters Score -47125.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47125.023438 Penalty: 2004.442871
	Iteration 12F: 3 clusters Score -47125.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Entering Unmasked Estep 
Score: -10250272.000000 Penalty: 1828.720093
	Iteration 0F: 2 clusters Score -1.025027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -10201824.000000 Penalty: 3657.440186
	Iteration 0F: 3 clusters Score -1.020182e+07 nChanged 36523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -10222754.000000 Penalty: 3657.440186
	Iteration 1F: 3 clusters Score -1.022275e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -10223417.000000 Penalty: 3657.440186
	Iteration 2Q: 3 clusters Score -1.022342e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -10224281.000000 Penalty: 3657.440186
	Iteration 3Q: 3 clusters Score -1.022428e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -10225624.000000 Penalty: 3657.440186
	Iteration 4Q: 3 clusters Score -1.022562e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -10227918.000000 Penalty: 3657.440186
	Iteration 5F: 3 clusters Score -1.022792e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -10231790.000000 Penalty: 3657.440186
	Iteration 6F: 3 clusters Score -1.023179e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -10237483.000000 Penalty: 3657.440186
	Iteration 7F: 3 clusters Score -1.023748e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -10242494.000000 Penalty: 3657.440186
	Iteration 8F: 3 clusters Score -1.024249e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -10246001.000000 Penalty: 3657.440186
	Iteration 9F: 3 clusters Score -1.0246e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10247722.000000 Penalty: 3657.440186
	Iteration 10Q: 3 clusters Score -1.024772e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -10248303.000000 Penalty: 3657.440186
	Iteration 11Q: 3 clusters Score -1.02483e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -10248521.000000 Penalty: 3657.440186
	Iteration 12Q: 3 clusters Score -1.024852e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10248601.000000 Penalty: 3657.440186
	Iteration 13Q: 3 clusters Score -1.02486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -10248661.000000 Penalty: 3657.440186
	Iteration 14Q: 3 clusters Score -1.024866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -10248698.000000 Penalty: 3657.440186
	Iteration 15Q: 3 clusters Score -1.02487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -10248721.000000 Penalty: 3657.440186
	Iteration 16Q: 3 clusters Score -1.024872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -10248727.000000 Penalty: 3657.440186
	Iteration 17Q: 3 clusters Score -1.024873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -10248734.000000 Penalty: 3657.440186
	Iteration 18Q: 3 clusters Score -1.024873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -10248739.000000 Penalty: 3657.440186
	Iteration 19Q: 3 clusters Score -1.024874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -10248740.000000 Penalty: 3657.440186
	Iteration 20F: 3 clusters Score -1.024874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -219787.937500 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -219787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217773.546875 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -217773.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218206.781250 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -218206.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -218347.296875 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -218347.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218490.671875 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -218490.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -218667.703125 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -218667.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -218819.578125 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -218819.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -218946.515625 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -218946.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -219033.734375 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -219033.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219084.156250 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -219084.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219141.125000 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -219141.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219172.171875 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -219172.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219190.468750 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -219190.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219208.703125 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -219208.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219227.890625 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -219227.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -219251.890625 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -219251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -219273.218750 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -219273.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -219289.250000 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -219289.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -219301.109375 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -219301.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -219311.453125 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -219311.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -219315.859375 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -219315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -219317.843750 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -219317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219319.312500 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -219319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219320.468750 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -219320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219320.468750 Penalty: 2456.856689
	Iteration 23F: 3 clusters Score -219320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -230553.296875 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -230553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -228606.000000 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -228606 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -229054.250000 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -229054.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229202.296875 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -229202.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -229288.765625 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -229288.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -229350.484375 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -229350.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229393.203125 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -229393.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -229431.703125 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -229431.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -229468.312500 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -229468.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -229495.453125 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -229495.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -229513.640625 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -229513.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -229533.093750 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -229533.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -229553.031250 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -229553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -229578.093750 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -229578.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -229598.156250 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -229598.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -229618.984375 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -229619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -229636.687500 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -229636.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -229658.109375 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -229658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -229667.296875 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -229667.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -229673.421875 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -229673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -229678.796875 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -229678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -229683.250000 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -229683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229684.781250 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -229684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229686.390625 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -229686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229689.328125 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -229689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229690.546875 Penalty: 2441.600830
	Iteration 24Q: 3 clusters Score -229690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229691.312500 Penalty: 2441.600830
	Iteration 25Q: 3 clusters Score -229691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229691.968750 Penalty: 2441.600830
	Iteration 26Q: 3 clusters Score -229692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229691.968750 Penalty: 2441.600830
	Iteration 27F: 3 clusters Score -229692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37266.792969 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37266.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36320.800781 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36320.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36430.757812 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36430.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36469.773438 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -36469.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36481.941406 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36481.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36493.230469 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36493.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36512.558594 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36512.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36520.785156 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36520.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36533.113281 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36533.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36542.378906 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36542.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36543.613281 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36543.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36545.242188 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -36545.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36545.242188 Penalty: 1898.208496
	Iteration 11F: 3 clusters Score -36545.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (102061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Entering Unmasked Estep 
Score: -13429464.000000 Penalty: 1874.165527
	Iteration 0F: 2 clusters Score -1.342946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -13374939.000000 Penalty: 3748.331055
	Iteration 0F: 3 clusters Score -1.337494e+07 nChanged 48985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -13403996.000000 Penalty: 3748.331055
	Iteration 1F: 3 clusters Score -1.3404e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -13405258.000000 Penalty: 3748.331055
	Iteration 2Q: 3 clusters Score -1.340526e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -13407218.000000 Penalty: 3748.331055
	Iteration 3F: 3 clusters Score -1.340722e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -13409681.000000 Penalty: 3748.331055
	Iteration 4F: 3 clusters Score -1.340968e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -13412915.000000 Penalty: 3748.331055
	Iteration 5F: 3 clusters Score -1.341292e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -13416893.000000 Penalty: 3748.331055
	Iteration 6F: 3 clusters Score -1.341689e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -13420430.000000 Penalty: 3748.331055
	Iteration 7F: 3 clusters Score -1.342043e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -13423138.000000 Penalty: 3748.331055
	Iteration 8Q: 3 clusters Score -1.342314e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -13425491.000000 Penalty: 3748.331055
	Iteration 9Q: 3 clusters Score -1.342549e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -13426720.000000 Penalty: 3748.331055
	Iteration 10Q: 3 clusters Score -1.342672e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -13427401.000000 Penalty: 3748.331055
	Iteration 11Q: 3 clusters Score -1.34274e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -13427717.000000 Penalty: 3748.331055
	Iteration 12Q: 3 clusters Score -1.342772e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -13427859.000000 Penalty: 3748.331055
	Iteration 13Q: 3 clusters Score -1.342786e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -13427907.000000 Penalty: 3748.331055
	Iteration 14Q: 3 clusters Score -1.342791e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -13428030.000000 Penalty: 3748.331055
	Iteration 15Q: 3 clusters Score -1.342803e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -13428060.000000 Penalty: 3748.331055
	Iteration 16Q: 3 clusters Score -1.342806e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -13428053.000000 Penalty: 3748.331055
	Iteration 17Q: 3 clusters Score -1.342805e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -13428077.000000 Penalty: 3748.331055
	Iteration 18Q: 3 clusters Score -1.342808e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -13428110.000000 Penalty: 3748.331055
	Iteration 19Q: 3 clusters Score -1.342811e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -13428101.000000 Penalty: 3748.331055
	Iteration 20F: 3 clusters Score -1.34281e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -13428137.000000 Penalty: 3748.331055
	Iteration 21Q: 3 clusters Score -1.342814e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 101151 members 
Entering Unmasked Estep 
Score: -13428136.000000 Penalty: 3748.331055
	Iteration 22Q: 3 clusters Score -1.342814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -13428169.000000 Penalty: 3748.331055
	Iteration 23Q: 3 clusters Score -1.342817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -13428177.000000 Penalty: 3748.331055
	Iteration 24Q: 3 clusters Score -1.342818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -13428186.000000 Penalty: 3748.331055
	Iteration 25Q: 3 clusters Score -1.342819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -13428172.000000 Penalty: 3748.331055
	Iteration 26Q: 3 clusters Score -1.342817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -13428176.000000 Penalty: 3748.331055
	Iteration 27Q: 3 clusters Score -1.342818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -13428193.000000 Penalty: 3748.331055
	Iteration 28Q: 3 clusters Score -1.342819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -13428206.000000 Penalty: 3748.331055
	Iteration 29Q: 3 clusters Score -1.342821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -13428201.000000 Penalty: 3748.331055
	Iteration 30Q: 3 clusters Score -1.34282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -13428214.000000 Penalty: 3748.331055
	Iteration 31Q: 3 clusters Score -1.342821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -13428209.000000 Penalty: 3748.331055
	Iteration 32Q: 3 clusters Score -1.342821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -13428212.000000 Penalty: 3748.331055
	Iteration 33Q: 3 clusters Score -1.342821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -13428210.000000 Penalty: 3748.331055
	Iteration 34Q: 3 clusters Score -1.342821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -13428212.000000 Penalty: 3748.331055
	Iteration 35Q: 3 clusters Score -1.342821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -13428200.000000 Penalty: 3748.331055
	Iteration 36Q: 3 clusters Score -1.34282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -13428203.000000 Penalty: 3748.331055
	Iteration 37Q: 3 clusters Score -1.34282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -13428208.000000 Penalty: 3748.331055
	Iteration 38Q: 3 clusters Score -1.342821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -13428195.000000 Penalty: 3748.331055
	Iteration 39Q: 3 clusters Score -1.34282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -13428207.000000 Penalty: 3748.331055
	Iteration 40F: 3 clusters Score -1.342821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -13428206.000000 Penalty: 3748.331055
	Iteration 41Q: 3 clusters Score -1.342821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -13428204.000000 Penalty: 3748.331055
	Iteration 42Q: 3 clusters Score -1.34282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -13428202.000000 Penalty: 3748.331055
	Iteration 43Q: 3 clusters Score -1.34282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -13428202.000000 Penalty: 3748.331055
	Iteration 44F: 3 clusters Score -1.34282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Entering Unmasked Estep 
Score: -1510980.750000 Penalty: 1536.375610
	Iteration 0F: 2 clusters Score -1510981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1502033.750000 Penalty: 3072.751221
	Iteration 0F: 3 clusters Score -1502034 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1505713.875000 Penalty: 3072.751221
	Iteration 1F: 3 clusters Score -1505714 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1506708.875000 Penalty: 3072.751221
	Iteration 2F: 3 clusters Score -1506709 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1507651.750000 Penalty: 3072.751221
	Iteration 3F: 3 clusters Score -1507652 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1508339.125000 Penalty: 3072.751221
	Iteration 4F: 3 clusters Score -1508339 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1508745.125000 Penalty: 3072.751221
	Iteration 5F: 3 clusters Score -1508745 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1508943.375000 Penalty: 3072.751221
	Iteration 6Q: 3 clusters Score -1508943 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1509053.000000 Penalty: 3072.751221
	Iteration 7Q: 3 clusters Score -1509053 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1509135.750000 Penalty: 3072.751221
	Iteration 8Q: 3 clusters Score -1509136 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1509187.500000 Penalty: 3072.751221
	Iteration 9Q: 3 clusters Score -1509188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1509245.250000 Penalty: 3072.751221
	Iteration 10Q: 3 clusters Score -1509245 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1509310.000000 Penalty: 3072.751221
	Iteration 11Q: 3 clusters Score -1509310 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1509382.125000 Penalty: 3072.751221
	Iteration 12Q: 3 clusters Score -1509382 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1509464.750000 Penalty: 3072.751221
	Iteration 13Q: 3 clusters Score -1509465 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1509567.000000 Penalty: 3072.751221
	Iteration 14Q: 3 clusters Score -1509567 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1509689.000000 Penalty: 3072.751221
	Iteration 15Q: 3 clusters Score -1509689 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1509809.000000 Penalty: 3072.751221
	Iteration 16Q: 3 clusters Score -1509809 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1509925.000000 Penalty: 3072.751221
	Iteration 17Q: 3 clusters Score -1509925 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1510057.000000 Penalty: 3072.751221
	Iteration 18Q: 3 clusters Score -1510057 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1510198.125000 Penalty: 3072.751221
	Iteration 19Q: 3 clusters Score -1510198 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1510309.750000 Penalty: 3072.751221
	Iteration 20F: 3 clusters Score -1510310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1510420.250000 Penalty: 3072.751221
	Iteration 21Q: 3 clusters Score -1510420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1510488.250000 Penalty: 3072.751221
	Iteration 22Q: 3 clusters Score -1510488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1510535.250000 Penalty: 3072.751221
	Iteration 23Q: 3 clusters Score -1510535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1510572.750000 Penalty: 3072.751221
	Iteration 24Q: 3 clusters Score -1510573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1510592.125000 Penalty: 3072.751221
	Iteration 25Q: 3 clusters Score -1510592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1510616.000000 Penalty: 3072.751221
	Iteration 26Q: 3 clusters Score -1510616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1510627.375000 Penalty: 3072.751221
	Iteration 27Q: 3 clusters Score -1510627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1510631.250000 Penalty: 3072.751221
	Iteration 28Q: 3 clusters Score -1510631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1510640.125000 Penalty: 3072.751221
	Iteration 29Q: 3 clusters Score -1510640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1510645.625000 Penalty: 3072.751221
	Iteration 30Q: 3 clusters Score -1510646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1510648.750000 Penalty: 3072.751221
	Iteration 31Q: 3 clusters Score -1510649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1510646.625000 Penalty: 3072.751221
	Iteration 32Q: 3 clusters Score -1510647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1510647.250000 Penalty: 3072.751221
	Iteration 33Q: 3 clusters Score -1510647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1510647.500000 Penalty: 3072.751221
	Iteration 34Q: 3 clusters Score -1510648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1510649.125000 Penalty: 3072.751221
	Iteration 35Q: 3 clusters Score -1510649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1510651.625000 Penalty: 3072.751221
	Iteration 36Q: 3 clusters Score -1510652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1510654.125000 Penalty: 3072.751221
	Iteration 37Q: 3 clusters Score -1510654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1510656.750000 Penalty: 3072.751221
	Iteration 38Q: 3 clusters Score -1510657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1510657.125000 Penalty: 3072.751221
	Iteration 39Q: 3 clusters Score -1510657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1510658.125000 Penalty: 3072.751221
	Iteration 40F: 3 clusters Score -1510658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1510661.500000 Penalty: 3072.751221
	Iteration 41Q: 3 clusters Score -1510662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1510661.500000 Penalty: 3072.751221
	Iteration 42F: 3 clusters Score -1510662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Entering Unmasked Estep 
Score: -9904166.000000 Penalty: 1822.927856
	Iteration 0F: 2 clusters Score -9904166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -9856425.000000 Penalty: 3645.855713
	Iteration 0F: 3 clusters Score -9856425 nChanged 35427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -9876604.000000 Penalty: 3645.855713
	Iteration 1F: 3 clusters Score -9876604 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -9876972.000000 Penalty: 3645.855713
	Iteration 2Q: 3 clusters Score -9876972 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -9877414.000000 Penalty: 3645.855713
	Iteration 3Q: 3 clusters Score -9877414 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -9877988.000000 Penalty: 3645.855713
	Iteration 4Q: 3 clusters Score -9877988 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -9878651.000000 Penalty: 3645.855713
	Iteration 5Q: 3 clusters Score -9878651 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -9879448.000000 Penalty: 3645.855713
	Iteration 6Q: 3 clusters Score -9879448 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -9880826.000000 Penalty: 3645.855713
	Iteration 7Q: 3 clusters Score -9880826 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -9882921.000000 Penalty: 3645.855713
	Iteration 8F: 3 clusters Score -9882921 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -9885756.000000 Penalty: 3645.855713
	Iteration 9F: 3 clusters Score -9885756 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -9889367.000000 Penalty: 3645.855713
	Iteration 10F: 3 clusters Score -9889367 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -9893193.000000 Penalty: 3645.855713
	Iteration 11F: 3 clusters Score -9893193 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -9896537.000000 Penalty: 3645.855713
	Iteration 12F: 3 clusters Score -9896537 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -9898833.000000 Penalty: 3645.855713
	Iteration 13Q: 3 clusters Score -9898833 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -9900308.000000 Penalty: 3645.855713
	Iteration 14Q: 3 clusters Score -9900308 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9901157.000000 Penalty: 3645.855713
	Iteration 15Q: 3 clusters Score -9901157 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9901681.000000 Penalty: 3645.855713
	Iteration 16Q: 3 clusters Score -9901681 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9902045.000000 Penalty: 3645.855713
	Iteration 17Q: 3 clusters Score -9902045 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9902206.000000 Penalty: 3645.855713
	Iteration 18Q: 3 clusters Score -9902206 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9902363.000000 Penalty: 3645.855713
	Iteration 19Q: 3 clusters Score -9902363 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9902426.000000 Penalty: 3645.855713
	Iteration 20F: 3 clusters Score -9902426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9902480.000000 Penalty: 3645.855713
	Iteration 21Q: 3 clusters Score -9902480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9902538.000000 Penalty: 3645.855713
	Iteration 22Q: 3 clusters Score -9902538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9902561.000000 Penalty: 3645.855713
	Iteration 23Q: 3 clusters Score -9902561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74073 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9902597.000000 Penalty: 3645.855713
	Iteration 24Q: 3 clusters Score -9902597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9902603.000000 Penalty: 3645.855713
	Iteration 25Q: 3 clusters Score -9902603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9902612.000000 Penalty: 3645.855713
	Iteration 26Q: 3 clusters Score -9902612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9902618.000000 Penalty: 3645.855713
	Iteration 27Q: 3 clusters Score -9902618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9902627.000000 Penalty: 3645.855713
	Iteration 28Q: 3 clusters Score -9902627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9902631.000000 Penalty: 3645.855713
	Iteration 29Q: 3 clusters Score -9902631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9902630.000000 Penalty: 3645.855713
	Iteration 30Q: 3 clusters Score -9902630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9902632.000000 Penalty: 3645.855713
	Iteration 31Q: 3 clusters Score -9902632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9902641.000000 Penalty: 3645.855713
	Iteration 32Q: 3 clusters Score -9902641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9902638.000000 Penalty: 3645.855713
	Iteration 33Q: 3 clusters Score -9902638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9902638.000000 Penalty: 3645.855713
	Iteration 34Q: 3 clusters Score -9902638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9902643.000000 Penalty: 3645.855713
	Iteration 35Q: 3 clusters Score -9902643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9902642.000000 Penalty: 3645.855713
	Iteration 36Q: 3 clusters Score -9902642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9902647.000000 Penalty: 3645.855713
	Iteration 37Q: 3 clusters Score -9902647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9902642.000000 Penalty: 3645.855713
	Iteration 38Q: 3 clusters Score -9902642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9902646.000000 Penalty: 3645.855713
	Iteration 39Q: 3 clusters Score -9902646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9902636.000000 Penalty: 3645.855713
	Iteration 40F: 3 clusters Score -9902636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9902641.000000 Penalty: 3645.855713
	Iteration 41Q: 3 clusters Score -9902641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9902641.000000 Penalty: 3645.855713
	Iteration 42F: 3 clusters Score -9902641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (80156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Entering Unmasked Estep 
Score: -10596454.000000 Penalty: 1834.906128
	Iteration 0F: 2 clusters Score -1.059645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -10544660.000000 Penalty: 3669.812256
	Iteration 0F: 3 clusters Score -1.054466e+07 nChanged 38172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -10567162.000000 Penalty: 3669.812256
	Iteration 1F: 3 clusters Score -1.056716e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -10568150.000000 Penalty: 3669.812256
	Iteration 2Q: 3 clusters Score -1.056815e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -10569442.000000 Penalty: 3669.812256
	Iteration 3Q: 3 clusters Score -1.056944e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -10571105.000000 Penalty: 3669.812256
	Iteration 4F: 3 clusters Score -1.05711e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -10573403.000000 Penalty: 3669.812256
	Iteration 5F: 3 clusters Score -1.05734e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -10576248.000000 Penalty: 3669.812256
	Iteration 6F: 3 clusters Score -1.057625e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -10579747.000000 Penalty: 3669.812256
	Iteration 7F: 3 clusters Score -1.057975e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -10583976.000000 Penalty: 3669.812256
	Iteration 8F: 3 clusters Score -1.058398e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -10588230.000000 Penalty: 3669.812256
	Iteration 9F: 3 clusters Score -1.058823e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -10592012.000000 Penalty: 3669.812256
	Iteration 10F: 3 clusters Score -1.059201e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -10593891.000000 Penalty: 3669.812256
	Iteration 11Q: 3 clusters Score -1.059389e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -10594530.000000 Penalty: 3669.812256
	Iteration 12Q: 3 clusters Score -1.059453e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -10594707.000000 Penalty: 3669.812256
	Iteration 13Q: 3 clusters Score -1.059471e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -10594768.000000 Penalty: 3669.812256
	Iteration 14Q: 3 clusters Score -1.059477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -10594805.000000 Penalty: 3669.812256
	Iteration 15Q: 3 clusters Score -1.05948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10594814.000000 Penalty: 3669.812256
	Iteration 16Q: 3 clusters Score -1.059481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -10594829.000000 Penalty: 3669.812256
	Iteration 17Q: 3 clusters Score -1.059483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -10594842.000000 Penalty: 3669.812256
	Iteration 18Q: 3 clusters Score -1.059484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -10594850.000000 Penalty: 3669.812256
	Iteration 19Q: 3 clusters Score -1.059485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -10594857.000000 Penalty: 3669.812256
	Iteration 20F: 3 clusters Score -1.059486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -360772.218750 Penalty: 1288.307495
	Iteration 0F: 2 clusters Score -360772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -358173.156250 Penalty: 2576.614990
	Iteration 0F: 3 clusters Score -358173.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358764.593750 Penalty: 2576.614990
	Iteration 1F: 3 clusters Score -358764.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -358925.375000 Penalty: 2576.614990
	Iteration 2F: 3 clusters Score -358925.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -359016.968750 Penalty: 2576.614990
	Iteration 3F: 3 clusters Score -359017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -359091.843750 Penalty: 2576.614990
	Iteration 4Q: 3 clusters Score -359091.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -359176.093750 Penalty: 2576.614990
	Iteration 5Q: 3 clusters Score -359176.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -359273.312500 Penalty: 2576.614990
	Iteration 6Q: 3 clusters Score -359273.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -359384.875000 Penalty: 2576.614990
	Iteration 7Q: 3 clusters Score -359384.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -359485.968750 Penalty: 2576.614990
	Iteration 8Q: 3 clusters Score -359486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -359570.875000 Penalty: 2576.614990
	Iteration 9Q: 3 clusters Score -359570.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -359650.312500 Penalty: 2576.614990
	Iteration 10Q: 3 clusters Score -359650.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -359699.500000 Penalty: 2576.614990
	Iteration 11Q: 3 clusters Score -359699.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -359725.718750 Penalty: 2576.614990
	Iteration 12Q: 3 clusters Score -359725.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -359752.562500 Penalty: 2576.614990
	Iteration 13Q: 3 clusters Score -359752.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -359771.718750 Penalty: 2576.614990
	Iteration 14Q: 3 clusters Score -359771.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -359792.750000 Penalty: 2576.614990
	Iteration 15Q: 3 clusters Score -359792.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -359807.031250 Penalty: 2576.614990
	Iteration 16Q: 3 clusters Score -359807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -359822.281250 Penalty: 2576.614990
	Iteration 17Q: 3 clusters Score -359822.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -359836.187500 Penalty: 2576.614990
	Iteration 18Q: 3 clusters Score -359836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -359845.062500 Penalty: 2576.614990
	Iteration 19Q: 3 clusters Score -359845.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -359853.843750 Penalty: 2576.614990
	Iteration 20F: 3 clusters Score -359853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -359859.343750 Penalty: 2576.614990
	Iteration 21Q: 3 clusters Score -359859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -359863.375000 Penalty: 2576.614990
	Iteration 22Q: 3 clusters Score -359863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -359867.000000 Penalty: 2576.614990
	Iteration 23Q: 3 clusters Score -359867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -359868.406250 Penalty: 2576.614990
	Iteration 24Q: 3 clusters Score -359868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -359870.750000 Penalty: 2576.614990
	Iteration 25Q: 3 clusters Score -359870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -359872.875000 Penalty: 2576.614990
	Iteration 26Q: 3 clusters Score -359872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -359875.312500 Penalty: 2576.614990
	Iteration 27Q: 3 clusters Score -359875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -359877.687500 Penalty: 2576.614990
	Iteration 28Q: 3 clusters Score -359877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -359878.843750 Penalty: 2576.614990
	Iteration 29Q: 3 clusters Score -359878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -359879.281250 Penalty: 2576.614990
	Iteration 30Q: 3 clusters Score -359879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -359879.781250 Penalty: 2576.614990
	Iteration 31Q: 3 clusters Score -359879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -359880.531250 Penalty: 2576.614990
	Iteration 32Q: 3 clusters Score -359880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -359882.531250 Penalty: 2576.614990
	Iteration 33Q: 3 clusters Score -359882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -359884.718750 Penalty: 2576.614990
	Iteration 34Q: 3 clusters Score -359884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -359887.500000 Penalty: 2576.614990
	Iteration 35Q: 3 clusters Score -359887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -359891.125000 Penalty: 2576.614990
	Iteration 36Q: 3 clusters Score -359891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -359893.218750 Penalty: 2576.614990
	Iteration 37Q: 3 clusters Score -359893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -359893.218750 Penalty: 2576.614990
	Iteration 38F: 3 clusters Score -359893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -356763.343750 Penalty: 1289.707275
	Iteration 0F: 2 clusters Score -356763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -354189.687500 Penalty: 2579.414551
	Iteration 0F: 3 clusters Score -354189.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354790.562500 Penalty: 2579.414551
	Iteration 1F: 3 clusters Score -354790.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -354924.875000 Penalty: 2579.414551
	Iteration 2F: 3 clusters Score -354924.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -355047.343750 Penalty: 2579.414551
	Iteration 3F: 3 clusters Score -355047.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -355138.531250 Penalty: 2579.414551
	Iteration 4Q: 3 clusters Score -355138.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -355200.968750 Penalty: 2579.414551
	Iteration 5Q: 3 clusters Score -355201 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -355243.343750 Penalty: 2579.414551
	Iteration 6Q: 3 clusters Score -355243.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -355270.687500 Penalty: 2579.414551
	Iteration 7Q: 3 clusters Score -355270.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -355290.843750 Penalty: 2579.414551
	Iteration 8Q: 3 clusters Score -355290.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -355311.687500 Penalty: 2579.414551
	Iteration 9Q: 3 clusters Score -355311.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -355330.375000 Penalty: 2579.414551
	Iteration 10Q: 3 clusters Score -355330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -355344.437500 Penalty: 2579.414551
	Iteration 11Q: 3 clusters Score -355344.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -355359.250000 Penalty: 2579.414551
	Iteration 12Q: 3 clusters Score -355359.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -355374.593750 Penalty: 2579.414551
	Iteration 13Q: 3 clusters Score -355374.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -355385.187500 Penalty: 2579.414551
	Iteration 14Q: 3 clusters Score -355385.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -355394.406250 Penalty: 2579.414551
	Iteration 15Q: 3 clusters Score -355394.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -355402.031250 Penalty: 2579.414551
	Iteration 16Q: 3 clusters Score -355402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -355410.031250 Penalty: 2579.414551
	Iteration 17Q: 3 clusters Score -355410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -355417.718750 Penalty: 2579.414551
	Iteration 18Q: 3 clusters Score -355417.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355425.656250 Penalty: 2579.414551
	Iteration 19Q: 3 clusters Score -355425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -355432.968750 Penalty: 2579.414551
	Iteration 20F: 3 clusters Score -355433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -355438.062500 Penalty: 2579.414551
	Iteration 21Q: 3 clusters Score -355438.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -355444.406250 Penalty: 2579.414551
	Iteration 22Q: 3 clusters Score -355444.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355450.906250 Penalty: 2579.414551
	Iteration 23Q: 3 clusters Score -355450.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -355455.625000 Penalty: 2579.414551
	Iteration 24Q: 3 clusters Score -355455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -355463.406250 Penalty: 2579.414551
	Iteration 25Q: 3 clusters Score -355463.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -355468.625000 Penalty: 2579.414551
	Iteration 26Q: 3 clusters Score -355468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -355473.593750 Penalty: 2579.414551
	Iteration 27Q: 3 clusters Score -355473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -355475.031250 Penalty: 2579.414551
	Iteration 28Q: 3 clusters Score -355475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -355478.468750 Penalty: 2579.414551
	Iteration 29Q: 3 clusters Score -355478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -355482.343750 Penalty: 2579.414551
	Iteration 30Q: 3 clusters Score -355482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -355482.500000 Penalty: 2579.414551
	Iteration 31Q: 3 clusters Score -355482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -355483.562500 Penalty: 2579.414551
	Iteration 32Q: 3 clusters Score -355483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -355486.000000 Penalty: 2579.414551
	Iteration 33Q: 3 clusters Score -355486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -355489.125000 Penalty: 2579.414551
	Iteration 34Q: 3 clusters Score -355489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -355490.937500 Penalty: 2579.414551
	Iteration 35Q: 3 clusters Score -355490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -355491.781250 Penalty: 2579.414551
	Iteration 36Q: 3 clusters Score -355491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -355493.375000 Penalty: 2579.414551
	Iteration 37Q: 3 clusters Score -355493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -355494.968750 Penalty: 2579.414551
	Iteration 38Q: 3 clusters Score -355495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -355497.250000 Penalty: 2579.414551
	Iteration 39Q: 3 clusters Score -355497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -355497.968750 Penalty: 2579.414551
	Iteration 40F: 3 clusters Score -355498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -355499.906250 Penalty: 2579.414551
	Iteration 41Q: 3 clusters Score -355499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -355502.937500 Penalty: 2579.414551
	Iteration 42Q: 3 clusters Score -355502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -355506.343750 Penalty: 2579.414551
	Iteration 43Q: 3 clusters Score -355506.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -355509.468750 Penalty: 2579.414551
	Iteration 44Q: 3 clusters Score -355509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -355512.000000 Penalty: 2579.414551
	Iteration 45Q: 3 clusters Score -355512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -355514.375000 Penalty: 2579.414551
	Iteration 46Q: 3 clusters Score -355514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -355515.062500 Penalty: 2579.414551
	Iteration 47Q: 3 clusters Score -355515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -355516.406250 Penalty: 2579.414551
	Iteration 48Q: 3 clusters Score -355516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -355517.125000 Penalty: 2579.414551
	Iteration 49Q: 3 clusters Score -355517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -355517.718750 Penalty: 2579.414551
	Iteration 50Q: 3 clusters Score -355517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -355517.718750 Penalty: 2579.414551
	Iteration 51F: 3 clusters Score -355517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -167457.156250 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -167457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165716.343750 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -165716.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166125.406250 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -166125.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166251.015625 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -166251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -166318.671875 Penalty: 2372.214355
	Iteration 3F: 3 clusters Score -166318.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -166364.328125 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -166364.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -166398.437500 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -166398.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -166416.343750 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -166416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166433.468750 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -166433.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -166450.375000 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -166450.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166462.609375 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -166462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -166467.046875 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -166467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -166470.968750 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -166471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -166472.453125 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -166472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -166474.656250 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -166474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -166476.078125 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -166476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166477.312500 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -166477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166480.078125 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -166480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166481.609375 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -166481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166481.781250 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -166481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166481.984375 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -166482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166482.828125 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -166482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -166483.437500 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -166483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166483.546875 Penalty: 2372.214355
	Iteration 22Q: 3 clusters Score -166483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166483.546875 Penalty: 2372.214355
	Iteration 23F: 3 clusters Score -166483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (75088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Entering Unmasked Estep 
Score: -9904738.000000 Penalty: 1824.292480
	Iteration 0F: 2 clusters Score -9904738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -9858920.000000 Penalty: 3648.584961
	Iteration 0F: 3 clusters Score -9858920 nChanged 35684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -9879627.000000 Penalty: 3648.584961
	Iteration 1F: 3 clusters Score -9879627 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -9880408.000000 Penalty: 3648.584961
	Iteration 2Q: 3 clusters Score -9880408 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -9881530.000000 Penalty: 3648.584961
	Iteration 3Q: 3 clusters Score -9881530 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -9883483.000000 Penalty: 3648.584961
	Iteration 4F: 3 clusters Score -9883483 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -9886190.000000 Penalty: 3648.584961
	Iteration 5F: 3 clusters Score -9886190 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -9889590.000000 Penalty: 3648.584961
	Iteration 6F: 3 clusters Score -9889590 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -9893454.000000 Penalty: 3648.584961
	Iteration 7F: 3 clusters Score -9893454 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -9896757.000000 Penalty: 3648.584961
	Iteration 8F: 3 clusters Score -9896757 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -9899401.000000 Penalty: 3648.584961
	Iteration 9Q: 3 clusters Score -9899401 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -9901225.000000 Penalty: 3648.584961
	Iteration 10Q: 3 clusters Score -9901225 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -9902266.000000 Penalty: 3648.584961
	Iteration 11Q: 3 clusters Score -9902266 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -9902713.000000 Penalty: 3648.584961
	Iteration 12Q: 3 clusters Score -9902713 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -9902900.000000 Penalty: 3648.584961
	Iteration 13Q: 3 clusters Score -9902900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -9902972.000000 Penalty: 3648.584961
	Iteration 14Q: 3 clusters Score -9902972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -9903004.000000 Penalty: 3648.584961
	Iteration 15Q: 3 clusters Score -9903004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -9903051.000000 Penalty: 3648.584961
	Iteration 16Q: 3 clusters Score -9903051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -9903084.000000 Penalty: 3648.584961
	Iteration 17Q: 3 clusters Score -9903084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -9903109.000000 Penalty: 3648.584961
	Iteration 18Q: 3 clusters Score -9903109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -9903113.000000 Penalty: 3648.584961
	Iteration 19Q: 3 clusters Score -9903113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9903117.000000 Penalty: 3648.584961
	Iteration 20F: 3 clusters Score -9903117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -9903122.000000 Penalty: 3648.584961
	Iteration 21Q: 3 clusters Score -9903122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -9903118.000000 Penalty: 3648.584961
	Iteration 22Q: 3 clusters Score -9903118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9903117.000000 Penalty: 3648.584961
	Iteration 23Q: 3 clusters Score -9903117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -9903131.000000 Penalty: 3648.584961
	Iteration 24Q: 3 clusters Score -9903131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -9903147.000000 Penalty: 3648.584961
	Iteration 25Q: 3 clusters Score -9903147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -9903164.000000 Penalty: 3648.584961
	Iteration 26Q: 3 clusters Score -9903164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -9903181.000000 Penalty: 3648.584961
	Iteration 27Q: 3 clusters Score -9903181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -9903183.000000 Penalty: 3648.584961
	Iteration 28Q: 3 clusters Score -9903183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -9903184.000000 Penalty: 3648.584961
	Iteration 29Q: 3 clusters Score -9903184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -9903183.000000 Penalty: 3648.584961
	Iteration 30Q: 3 clusters Score -9903183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -9903184.000000 Penalty: 3648.584961
	Iteration 31Q: 3 clusters Score -9903184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -9903184.000000 Penalty: 3648.584961
	Iteration 32F: 3 clusters Score -9903184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Entering Unmasked Estep 
Score: -1422854.125000 Penalty: 1508.764648
	Iteration 0F: 2 clusters Score -1422854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1415240.625000 Penalty: 3017.529297
	Iteration 0F: 3 clusters Score -1415241 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1417698.875000 Penalty: 3017.529297
	Iteration 1F: 3 clusters Score -1417699 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1417924.625000 Penalty: 3017.529297
	Iteration 2F: 3 clusters Score -1417925 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1418126.125000 Penalty: 3017.529297
	Iteration 3Q: 3 clusters Score -1418126 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1418349.250000 Penalty: 3017.529297
	Iteration 4Q: 3 clusters Score -1418349 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1418636.250000 Penalty: 3017.529297
	Iteration 5Q: 3 clusters Score -1418636 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1418999.500000 Penalty: 3017.529297
	Iteration 6Q: 3 clusters Score -1419000 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1419427.250000 Penalty: 3017.529297
	Iteration 7F: 3 clusters Score -1419427 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1419901.500000 Penalty: 3017.529297
	Iteration 8F: 3 clusters Score -1419902 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1420403.500000 Penalty: 3017.529297
	Iteration 9F: 3 clusters Score -1420404 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1420948.000000 Penalty: 3017.529297
	Iteration 10F: 3 clusters Score -1420948 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1421385.875000 Penalty: 3017.529297
	Iteration 11Q: 3 clusters Score -1421386 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1421696.250000 Penalty: 3017.529297
	Iteration 12Q: 3 clusters Score -1421696 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1421872.625000 Penalty: 3017.529297
	Iteration 13Q: 3 clusters Score -1421873 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1421976.000000 Penalty: 3017.529297
	Iteration 14Q: 3 clusters Score -1421976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1422022.750000 Penalty: 3017.529297
	Iteration 15Q: 3 clusters Score -1422023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1422044.875000 Penalty: 3017.529297
	Iteration 16Q: 3 clusters Score -1422045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1422051.750000 Penalty: 3017.529297
	Iteration 17Q: 3 clusters Score -1422052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1422059.500000 Penalty: 3017.529297
	Iteration 18Q: 3 clusters Score -1422060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1422073.500000 Penalty: 3017.529297
	Iteration 19Q: 3 clusters Score -1422074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1422076.625000 Penalty: 3017.529297
	Iteration 20F: 3 clusters Score -1422077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1422088.500000 Penalty: 3017.529297
	Iteration 21Q: 3 clusters Score -1422088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1422090.750000 Penalty: 3017.529297
	Iteration 22Q: 3 clusters Score -1422091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1422095.250000 Penalty: 3017.529297
	Iteration 23Q: 3 clusters Score -1422095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1422100.750000 Penalty: 3017.529297
	Iteration 24Q: 3 clusters Score -1422101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1422105.375000 Penalty: 3017.529297
	Iteration 25Q: 3 clusters Score -1422105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1422107.500000 Penalty: 3017.529297
	Iteration 26Q: 3 clusters Score -1422108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1422111.750000 Penalty: 3017.529297
	Iteration 27Q: 3 clusters Score -1422112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1422112.375000 Penalty: 3017.529297
	Iteration 28Q: 3 clusters Score -1422112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1422113.125000 Penalty: 3017.529297
	Iteration 29Q: 3 clusters Score -1422113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1422110.875000 Penalty: 3017.529297
	Iteration 30Q: 3 clusters Score -1422111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1422110.875000 Penalty: 3017.529297
	Iteration 31F: 3 clusters Score -1422111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50904 members 
Mstep: Class 3 contains 15734 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66233 members 
Mstep: Class 10 contains 73147 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 88539 members 
Mstep: Class 13 contains 28139 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 13899 members 
Mstep: Class 21 contains 80447 members 
Mstep: Class 22 contains 41723 members 
Mstep: Class 23 contains 20523 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77162 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102061 members 
Mstep: Class 30 contains 12767 members 
Mstep: Class 31 contains 74460 members 
Mstep: Class 32 contains 80156 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1479 members 
Mstep: Class 36 contains 75088 members 
Mstep: Class 37 contains 10772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773512.000000 Penalty: 83069.179688
Iteration 159Q: 38 clusters Score -1.277735e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50917 members 
Mstep: Class 3 contains 15798 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 15379 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66322 members 
Mstep: Class 10 contains 73118 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 88474 members 
Mstep: Class 13 contains 28141 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 11804 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 8123 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 13425 members 
Mstep: Class 21 contains 80421 members 
Mstep: Class 22 contains 41671 members 
Mstep: Class 23 contains 20526 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77183 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102436 members 
Mstep: Class 30 contains 12769 members 
Mstep: Class 31 contains 74514 members 
Mstep: Class 32 contains 80198 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1481 members 
Mstep: Class 36 contains 75351 members 
Mstep: Class 37 contains 10788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773864.000000 Penalty: 83069.179688
Iteration 160F: 38 clusters Score -1.277739e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50898 members 
Mstep: Class 3 contains 15871 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66342 members 
Mstep: Class 10 contains 73097 members 
Mstep: Class 11 contains 8725 members 
Mstep: Class 12 contains 88327 members 
Mstep: Class 13 contains 28133 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 11904 members 
Mstep: Class 21 contains 80378 members 
Mstep: Class 22 contains 41631 members 
Mstep: Class 23 contains 20532 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77237 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102841 members 
Mstep: Class 30 contains 12769 members 
Mstep: Class 31 contains 74584 members 
Mstep: Class 32 contains 80210 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1482 members 
Mstep: Class 36 contains 76812 members 
Mstep: Class 37 contains 10800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773280.000000 Penalty: 83069.179688
Iteration 161Q: 38 clusters Score -1.277733e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50884 members 
Mstep: Class 3 contains 15959 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 15370 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66392 members 
Mstep: Class 10 contains 73064 members 
Mstep: Class 11 contains 8724 members 
Mstep: Class 12 contains 88153 members 
Mstep: Class 13 contains 28130 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 11771 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 10612 members 
Mstep: Class 21 contains 80342 members 
Mstep: Class 22 contains 41595 members 
Mstep: Class 23 contains 20534 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77268 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103145 members 
Mstep: Class 30 contains 12768 members 
Mstep: Class 31 contains 74670 members 
Mstep: Class 32 contains 80240 members 
Mstep: Class 33 contains 2691 members 
Mstep: Class 34 contains 2798 members 
Mstep: Class 35 contains 1485 members 
Mstep: Class 36 contains 78108 members 
Mstep: Class 37 contains 10813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773072.000000 Penalty: 83069.179688
Iteration 162Q: 38 clusters Score -1.277731e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50881 members 
Mstep: Class 3 contains 16052 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66484 members 
Mstep: Class 10 contains 73035 members 
Mstep: Class 11 contains 8725 members 
Mstep: Class 12 contains 87970 members 
Mstep: Class 13 contains 28126 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 11759 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 80296 members 
Mstep: Class 22 contains 41543 members 
Mstep: Class 23 contains 20535 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77302 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103344 members 
Mstep: Class 30 contains 12763 members 
Mstep: Class 31 contains 74760 members 
Mstep: Class 32 contains 80279 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 2799 members 
Mstep: Class 35 contains 1488 members 
Mstep: Class 36 contains 79280 members 
Mstep: Class 37 contains 10825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772192.000000 Penalty: 83069.179688
Iteration 163Q: 38 clusters Score -1.277722e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 50889 members 
Mstep: Class 3 contains 16141 members 
Mstep: Class 4 contains 8089 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 15346 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66575 members 
Mstep: Class 10 contains 73028 members 
Mstep: Class 11 contains 8722 members 
Mstep: Class 12 contains 87774 members 
Mstep: Class 13 contains 28119 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 7088 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 80273 members 
Mstep: Class 22 contains 41485 members 
Mstep: Class 23 contains 20533 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77316 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103495 members 
Mstep: Class 30 contains 12756 members 
Mstep: Class 31 contains 74831 members 
Mstep: Class 32 contains 80296 members 
Mstep: Class 33 contains 2651 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1491 members 
Mstep: Class 36 contains 80340 members 
Mstep: Class 37 contains 10829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771824.000000 Penalty: 83069.179688
Iteration 164Q: 38 clusters Score -1.277718e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50885 members 
Mstep: Class 3 contains 16206 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66658 members 
Mstep: Class 10 contains 73059 members 
Mstep: Class 11 contains 8728 members 
Mstep: Class 12 contains 87525 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 7772 members 
Mstep: Class 21 contains 80256 members 
Mstep: Class 22 contains 41429 members 
Mstep: Class 23 contains 20534 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77305 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103575 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 74922 members 
Mstep: Class 32 contains 80301 members 
Mstep: Class 33 contains 2630 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1493 members 
Mstep: Class 36 contains 81341 members 
Mstep: Class 37 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771368.000000 Penalty: 83069.179688
Iteration 165Q: 38 clusters Score -1.277714e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50882 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 15347 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66749 members 
Mstep: Class 10 contains 73088 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 87239 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 11711 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 7053 members 
Mstep: Class 21 contains 80285 members 
Mstep: Class 22 contains 41362 members 
Mstep: Class 23 contains 20531 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77280 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103648 members 
Mstep: Class 30 contains 12748 members 
Mstep: Class 31 contains 74989 members 
Mstep: Class 32 contains 80310 members 
Mstep: Class 33 contains 2604 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1493 members 
Mstep: Class 36 contains 82347 members 
Mstep: Class 37 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771416.000000 Penalty: 83069.179688
Iteration 166Q: 38 clusters Score -1.277714e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50870 members 
Mstep: Class 3 contains 16319 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66848 members 
Mstep: Class 10 contains 73087 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 86932 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 80322 members 
Mstep: Class 22 contains 41316 members 
Mstep: Class 23 contains 20532 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77281 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103600 members 
Mstep: Class 30 contains 12741 members 
Mstep: Class 31 contains 75024 members 
Mstep: Class 32 contains 80333 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1494 members 
Mstep: Class 36 contains 83326 members 
Mstep: Class 37 contains 10873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771296.000000 Penalty: 83069.179688
Iteration 167Q: 38 clusters Score -1.277713e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50871 members 
Mstep: Class 3 contains 16372 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15353 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66907 members 
Mstep: Class 10 contains 73084 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 86612 members 
Mstep: Class 13 contains 28076 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 5219 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 80367 members 
Mstep: Class 22 contains 41266 members 
Mstep: Class 23 contains 20531 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77298 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103522 members 
Mstep: Class 30 contains 12740 members 
Mstep: Class 31 contains 75041 members 
Mstep: Class 32 contains 80348 members 
Mstep: Class 33 contains 2542 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1495 members 
Mstep: Class 36 contains 84309 members 
Mstep: Class 37 contains 10891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771384.000000 Penalty: 83069.179688
Iteration 168Q: 38 clusters Score -1.277714e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50871 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15355 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66976 members 
Mstep: Class 10 contains 73093 members 
Mstep: Class 11 contains 8759 members 
Mstep: Class 12 contains 86320 members 
Mstep: Class 13 contains 28067 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 5481 members 
Mstep: Class 21 contains 80404 members 
Mstep: Class 22 contains 41223 members 
Mstep: Class 23 contains 20531 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77329 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103428 members 
Mstep: Class 30 contains 12730 members 
Mstep: Class 31 contains 75057 members 
Mstep: Class 32 contains 80365 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 85212 members 
Mstep: Class 37 contains 10901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771472.000000 Penalty: 83069.179688
Iteration 169Q: 38 clusters Score -1.277715e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 50867 members 
Mstep: Class 3 contains 16426 members 
Mstep: Class 4 contains 8148 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15355 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67014 members 
Mstep: Class 10 contains 73108 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 86039 members 
Mstep: Class 13 contains 28054 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11639 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5886 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 80458 members 
Mstep: Class 22 contains 41184 members 
Mstep: Class 23 contains 20533 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77340 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1834 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103251 members 
Mstep: Class 30 contains 12725 members 
Mstep: Class 31 contains 75067 members 
Mstep: Class 32 contains 80372 members 
Mstep: Class 33 contains 2489 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 86123 members 
Mstep: Class 37 contains 10911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771600.000000 Penalty: 83069.179688
Iteration 170Q: 38 clusters Score -1.277716e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 50885 members 
Mstep: Class 3 contains 16456 members 
Mstep: Class 4 contains 8151 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15364 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67027 members 
Mstep: Class 10 contains 73117 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 85736 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 80510 members 
Mstep: Class 22 contains 41134 members 
Mstep: Class 23 contains 20536 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77372 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 103019 members 
Mstep: Class 30 contains 12720 members 
Mstep: Class 31 contains 75077 members 
Mstep: Class 32 contains 80372 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 87020 members 
Mstep: Class 37 contains 10925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771608.000000 Penalty: 83069.179688
Iteration 171Q: 38 clusters Score -1.277716e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 50869 members 
Mstep: Class 3 contains 16472 members 
Mstep: Class 4 contains 8166 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15367 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67031 members 
Mstep: Class 10 contains 73107 members 
Mstep: Class 11 contains 8759 members 
Mstep: Class 12 contains 85454 members 
Mstep: Class 13 contains 28049 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 80595 members 
Mstep: Class 22 contains 41077 members 
Mstep: Class 23 contains 20532 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77445 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102764 members 
Mstep: Class 30 contains 12712 members 
Mstep: Class 31 contains 75053 members 
Mstep: Class 32 contains 80370 members 
Mstep: Class 33 contains 2439 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 87895 members 
Mstep: Class 37 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771584.000000 Penalty: 83069.179688
Iteration 172Q: 38 clusters Score -1.277716e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 50856 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15367 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67038 members 
Mstep: Class 10 contains 73119 members 
Mstep: Class 11 contains 8762 members 
Mstep: Class 12 contains 85212 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 80651 members 
Mstep: Class 22 contains 41018 members 
Mstep: Class 23 contains 20532 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77505 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1836 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102470 members 
Mstep: Class 30 contains 12711 members 
Mstep: Class 31 contains 75041 members 
Mstep: Class 32 contains 80350 members 
Mstep: Class 33 contains 2426 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 88722 members 
Mstep: Class 37 contains 10951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771808.000000 Penalty: 83069.179688
Iteration 173Q: 38 clusters Score -1.277718e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 50842 members 
Mstep: Class 3 contains 16510 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 15362 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67037 members 
Mstep: Class 10 contains 73157 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 84968 members 
Mstep: Class 13 contains 28046 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11578 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5420 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 80714 members 
Mstep: Class 22 contains 40980 members 
Mstep: Class 23 contains 20535 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77555 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 102190 members 
Mstep: Class 30 contains 12707 members 
Mstep: Class 31 contains 75042 members 
Mstep: Class 32 contains 80306 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 89485 members 
Mstep: Class 37 contains 10966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771880.000000 Penalty: 83069.179688
Iteration 174Q: 38 clusters Score -1.277719e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 50821 members 
Mstep: Class 3 contains 16525 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 15362 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67007 members 
Mstep: Class 10 contains 73155 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 84721 members 
Mstep: Class 13 contains 28034 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 80801 members 
Mstep: Class 22 contains 40927 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77615 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 101933 members 
Mstep: Class 30 contains 12693 members 
Mstep: Class 31 contains 75011 members 
Mstep: Class 32 contains 80310 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 90192 members 
Mstep: Class 37 contains 10981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772456.000000 Penalty: 83069.179688
Iteration 175Q: 38 clusters Score -1.277725e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 50812 members 
Mstep: Class 3 contains 16535 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 15363 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66994 members 
Mstep: Class 10 contains 73174 members 
Mstep: Class 11 contains 8772 members 
Mstep: Class 12 contains 84465 members 
Mstep: Class 13 contains 28020 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11540 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3867 members 
Mstep: Class 21 contains 80855 members 
Mstep: Class 22 contains 40878 members 
Mstep: Class 23 contains 20534 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77680 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 101579 members 
Mstep: Class 30 contains 12687 members 
Mstep: Class 31 contains 74991 members 
Mstep: Class 32 contains 80283 members 
Mstep: Class 33 contains 2379 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 90949 members 
Mstep: Class 37 contains 10994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772664.000000 Penalty: 83069.179688
Iteration 176Q: 38 clusters Score -1.277727e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 50802 members 
Mstep: Class 3 contains 16532 members 
Mstep: Class 4 contains 8216 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 15353 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66983 members 
Mstep: Class 10 contains 73185 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 84244 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11527 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 5273 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3746 members 
Mstep: Class 21 contains 80892 members 
Mstep: Class 22 contains 40816 members 
Mstep: Class 23 contains 20538 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77738 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 101210 members 
Mstep: Class 30 contains 12680 members 
Mstep: Class 31 contains 74987 members 
Mstep: Class 32 contains 80287 members 
Mstep: Class 33 contains 2355 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 91731 members 
Mstep: Class 37 contains 11000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773104.000000 Penalty: 83069.179688
Iteration 177Q: 38 clusters Score -1.277731e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 50790 members 
Mstep: Class 3 contains 16519 members 
Mstep: Class 4 contains 8224 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15346 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66987 members 
Mstep: Class 10 contains 73193 members 
Mstep: Class 11 contains 8774 members 
Mstep: Class 12 contains 84012 members 
Mstep: Class 13 contains 27985 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 80915 members 
Mstep: Class 22 contains 40773 members 
Mstep: Class 23 contains 20537 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77752 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100860 members 
Mstep: Class 30 contains 12675 members 
Mstep: Class 31 contains 75007 members 
Mstep: Class 32 contains 80321 members 
Mstep: Class 33 contains 2322 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1499 members 
Mstep: Class 36 contains 92460 members 
Mstep: Class 37 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773368.000000 Penalty: 83069.179688
Iteration 178Q: 38 clusters Score -1.277734e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 50796 members 
Mstep: Class 3 contains 16512 members 
Mstep: Class 4 contains 8226 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 15339 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66945 members 
Mstep: Class 10 contains 73229 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 83800 members 
Mstep: Class 13 contains 27983 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11510 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 80923 members 
Mstep: Class 22 contains 40740 members 
Mstep: Class 23 contains 20542 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77767 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100490 members 
Mstep: Class 30 contains 12670 members 
Mstep: Class 31 contains 75009 members 
Mstep: Class 32 contains 80339 members 
Mstep: Class 33 contains 2295 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1500 members 
Mstep: Class 36 contains 93166 members 
Mstep: Class 37 contains 11002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773528.000000 Penalty: 83069.179688
Iteration 179Q: 38 clusters Score -1.277735e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50795 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15330 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66931 members 
Mstep: Class 10 contains 73268 members 
Mstep: Class 11 contains 8777 members 
Mstep: Class 12 contains 83618 members 
Mstep: Class 13 contains 27975 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11492 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 80888 members 
Mstep: Class 22 contains 40692 members 
Mstep: Class 23 contains 20550 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77790 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 100093 members 
Mstep: Class 30 contains 12662 members 
Mstep: Class 31 contains 75019 members 
Mstep: Class 32 contains 80356 members 
Mstep: Class 33 contains 2268 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 93892 members 
Mstep: Class 37 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773704.000000 Penalty: 83069.179688
Iteration 180F: 38 clusters Score -1.277737e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50803 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15321 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66914 members 
Mstep: Class 10 contains 73328 members 
Mstep: Class 11 contains 8777 members 
Mstep: Class 12 contains 83413 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11485 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 80841 members 
Mstep: Class 22 contains 40645 members 
Mstep: Class 23 contains 20548 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77802 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 99732 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75030 members 
Mstep: Class 32 contains 80358 members 
Mstep: Class 33 contains 2247 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 94585 members 
Mstep: Class 37 contains 10995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774296.000000 Penalty: 83069.179688
Iteration 181Q: 38 clusters Score -1.277743e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50809 members 
Mstep: Class 3 contains 16473 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15318 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66894 members 
Mstep: Class 10 contains 73354 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 83192 members 
Mstep: Class 13 contains 27961 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11478 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 80806 members 
Mstep: Class 22 contains 40598 members 
Mstep: Class 23 contains 20552 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77813 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 99338 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75053 members 
Mstep: Class 32 contains 80388 members 
Mstep: Class 33 contains 2226 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 95310 members 
Mstep: Class 37 contains 10986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774680.000000 Penalty: 83069.179688
Iteration 182Q: 38 clusters Score -1.277747e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50817 members 
Mstep: Class 3 contains 16441 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15306 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66877 members 
Mstep: Class 10 contains 73355 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 82935 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 80782 members 
Mstep: Class 22 contains 40545 members 
Mstep: Class 23 contains 20557 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77814 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98923 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75066 members 
Mstep: Class 32 contains 80437 members 
Mstep: Class 33 contains 2199 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 96097 members 
Mstep: Class 37 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775128.000000 Penalty: 83069.179688
Iteration 183Q: 38 clusters Score -1.277751e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 16416 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15295 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66862 members 
Mstep: Class 10 contains 73339 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 82705 members 
Mstep: Class 13 contains 27956 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 11449 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 5180 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 80744 members 
Mstep: Class 22 contains 40484 members 
Mstep: Class 23 contains 20558 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77804 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98514 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 75082 members 
Mstep: Class 32 contains 80493 members 
Mstep: Class 33 contains 2175 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 96843 members 
Mstep: Class 37 contains 10988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775368.000000 Penalty: 83069.179688
Iteration 184Q: 38 clusters Score -1.277754e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50840 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66862 members 
Mstep: Class 10 contains 73343 members 
Mstep: Class 11 contains 8765 members 
Mstep: Class 12 contains 82526 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11431 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 80688 members 
Mstep: Class 22 contains 40413 members 
Mstep: Class 23 contains 20560 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77791 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 98085 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 75096 members 
Mstep: Class 32 contains 80556 members 
Mstep: Class 33 contains 2150 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 97555 members 
Mstep: Class 37 contains 10980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775232.000000 Penalty: 83069.179688
Iteration 185Q: 38 clusters Score -1.277752e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50840 members 
Mstep: Class 3 contains 16344 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15266 members 
Mstep: Class 7 contains 2447 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66872 members 
Mstep: Class 10 contains 73324 members 
Mstep: Class 11 contains 8760 members 
Mstep: Class 12 contains 82390 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11414 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 5229 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3515 members 
Mstep: Class 21 contains 80620 members 
Mstep: Class 22 contains 40344 members 
Mstep: Class 23 contains 20561 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77793 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 97574 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75082 members 
Mstep: Class 32 contains 80623 members 
Mstep: Class 33 contains 2128 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 98350 members 
Mstep: Class 37 contains 10982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775520.000000 Penalty: 83069.179688
Iteration 186Q: 38 clusters Score -1.277755e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50843 members 
Mstep: Class 3 contains 16301 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 15255 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66899 members 
Mstep: Class 10 contains 73327 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 82256 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 5247 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 80559 members 
Mstep: Class 22 contains 40259 members 
Mstep: Class 23 contains 20560 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77800 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 96967 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75064 members 
Mstep: Class 32 contains 80688 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 99214 members 
Mstep: Class 37 contains 10976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776256.000000 Penalty: 83069.179688
Iteration 187Q: 38 clusters Score -1.277763e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50857 members 
Mstep: Class 3 contains 16263 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 15251 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66983 members 
Mstep: Class 10 contains 73314 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 82262 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 11377 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 5279 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 80551 members 
Mstep: Class 22 contains 40186 members 
Mstep: Class 23 contains 20564 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77755 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 95907 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75031 members 
Mstep: Class 32 contains 80752 members 
Mstep: Class 33 contains 2089 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 100292 members 
Mstep: Class 37 contains 10964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776408.000000 Penalty: 83069.179688
Iteration 188Q: 38 clusters Score -1.277764e+08 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50866 members 
Mstep: Class 3 contains 16188 members 
Mstep: Class 4 contains 8295 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 15256 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67124 members 
Mstep: Class 10 contains 73300 members 
Mstep: Class 11 contains 8743 members 
Mstep: Class 12 contains 82451 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 80534 members 
Mstep: Class 22 contains 40111 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77700 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 94415 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75002 members 
Mstep: Class 32 contains 80820 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 101550 members 
Mstep: Class 37 contains 10962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776832.000000 Penalty: 83069.179688
Iteration 189Q: 38 clusters Score -1.277768e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50872 members 
Mstep: Class 3 contains 16104 members 
Mstep: Class 4 contains 8307 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 73259 members 
Mstep: Class 11 contains 8733 members 
Mstep: Class 12 contains 82853 members 
Mstep: Class 13 contains 27956 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 80511 members 
Mstep: Class 22 contains 40048 members 
Mstep: Class 23 contains 20565 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77674 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 92409 members 
Mstep: Class 30 contains 12662 members 
Mstep: Class 31 contains 74969 members 
Mstep: Class 32 contains 80896 members 
Mstep: Class 33 contains 2040 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 103093 members 
Mstep: Class 37 contains 10954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776880.000000 Penalty: 83069.179688
Iteration 190Q: 38 clusters Score -1.277769e+08 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50892 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 8315 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15256 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67420 members 
Mstep: Class 10 contains 73199 members 
Mstep: Class 11 contains 8728 members 
Mstep: Class 12 contains 83504 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 11319 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3862 members 
Mstep: Class 21 contains 80501 members 
Mstep: Class 22 contains 39982 members 
Mstep: Class 23 contains 20566 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77648 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 89631 members 
Mstep: Class 30 contains 12665 members 
Mstep: Class 31 contains 74920 members 
Mstep: Class 32 contains 81014 members 
Mstep: Class 33 contains 2021 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 105046 members 
Mstep: Class 37 contains 10954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776448.000000 Penalty: 83069.179688
Iteration 191Q: 38 clusters Score -1.277764e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50911 members 
Mstep: Class 3 contains 15927 members 
Mstep: Class 4 contains 8323 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 15250 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67656 members 
Mstep: Class 10 contains 73146 members 
Mstep: Class 11 contains 8715 members 
Mstep: Class 12 contains 84379 members 
Mstep: Class 13 contains 27950 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 11303 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 80507 members 
Mstep: Class 22 contains 39930 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77660 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 86135 members 
Mstep: Class 30 contains 12672 members 
Mstep: Class 31 contains 74868 members 
Mstep: Class 32 contains 81097 members 
Mstep: Class 33 contains 2005 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 107367 members 
Mstep: Class 37 contains 10963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775704.000000 Penalty: 83069.179688
Iteration 192Q: 38 clusters Score -1.277757e+08 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 50933 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 8325 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 67933 members 
Mstep: Class 10 contains 73110 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 85479 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 80524 members 
Mstep: Class 22 contains 39905 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77700 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 82049 members 
Mstep: Class 30 contains 12675 members 
Mstep: Class 31 contains 74821 members 
Mstep: Class 32 contains 81143 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 109968 members 
Mstep: Class 37 contains 10974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774504.000000 Penalty: 83069.179688
Iteration 193Q: 38 clusters Score -1.277745e+08 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 50950 members 
Mstep: Class 3 contains 15801 members 
Mstep: Class 4 contains 8337 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 73096 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 86805 members 
Mstep: Class 13 contains 27936 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 11272 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 80514 members 
Mstep: Class 22 contains 39890 members 
Mstep: Class 23 contains 20572 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77728 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 77582 members 
Mstep: Class 30 contains 12676 members 
Mstep: Class 31 contains 74751 members 
Mstep: Class 32 contains 81212 members 
Mstep: Class 33 contains 1972 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 112658 members 
Mstep: Class 37 contains 10979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772680.000000 Penalty: 83069.179688
Iteration 194Q: 38 clusters Score -1.277727e+08 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 50959 members 
Mstep: Class 3 contains 15832 members 
Mstep: Class 4 contains 8337 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 68695 members 
Mstep: Class 10 contains 73089 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 88146 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 11261 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 5510 members 
Mstep: Class 18 contains 4815 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 80505 members 
Mstep: Class 22 contains 39858 members 
Mstep: Class 23 contains 20571 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77787 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 73331 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 74726 members 
Mstep: Class 32 contains 81273 members 
Mstep: Class 33 contains 1956 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 114945 members 
Mstep: Class 37 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770856.000000 Penalty: 83069.179688
Iteration 195Q: 38 clusters Score -1.277709e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 50948 members 
Mstep: Class 3 contains 15896 members 
Mstep: Class 4 contains 8340 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69115 members 
Mstep: Class 10 contains 73123 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 89398 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 11263 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4670 members 
Mstep: Class 21 contains 80497 members 
Mstep: Class 22 contains 39838 members 
Mstep: Class 23 contains 20565 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77855 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 69749 members 
Mstep: Class 30 contains 12711 members 
Mstep: Class 31 contains 74695 members 
Mstep: Class 32 contains 81306 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 116602 members 
Mstep: Class 37 contains 11001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770424.000000 Penalty: 83069.179688
Iteration 196Q: 38 clusters Score -1.277704e+08 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 50928 members 
Mstep: Class 3 contains 16031 members 
Mstep: Class 4 contains 8340 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69487 members 
Mstep: Class 10 contains 73152 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 90450 members 
Mstep: Class 13 contains 27892 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 11268 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 80473 members 
Mstep: Class 22 contains 39826 members 
Mstep: Class 23 contains 20557 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 67126 members 
Mstep: Class 30 contains 12727 members 
Mstep: Class 31 contains 74691 members 
Mstep: Class 32 contains 81309 members 
Mstep: Class 33 contains 1922 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 117522 members 
Mstep: Class 37 contains 11021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769728.000000 Penalty: 83069.179688
Iteration 197Q: 38 clusters Score -1.277697e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 50889 members 
Mstep: Class 3 contains 16162 members 
Mstep: Class 4 contains 8349 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69830 members 
Mstep: Class 10 contains 73166 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 91341 members 
Mstep: Class 13 contains 27882 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 11264 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4878 members 
Mstep: Class 21 contains 80494 members 
Mstep: Class 22 contains 39798 members 
Mstep: Class 23 contains 20550 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78085 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 65434 members 
Mstep: Class 30 contains 12746 members 
Mstep: Class 31 contains 74691 members 
Mstep: Class 32 contains 81328 members 
Mstep: Class 33 contains 1917 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 117700 members 
Mstep: Class 37 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769184.000000 Penalty: 83069.179688
Iteration 198Q: 38 clusters Score -1.277692e+08 nChanged 5014
Entering ConstructFrom: 
Score: -127769184.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -464657.187500 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -464657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -461525.687500 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -461525.7 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -462422.562500 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -462422.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -462746.625000 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -462746.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -463128.781250 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -463128.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -463496.968750 Penalty: 2673.375488
	Iteration 4F: 3 clusters Score -463497 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -463819.250000 Penalty: 2673.375488
	Iteration 5F: 3 clusters Score -463819.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -464050.250000 Penalty: 2673.375488
	Iteration 6F: 3 clusters Score -464050.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -464213.718750 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -464213.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -464336.187500 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -464336.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -464438.968750 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -464439 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -464531.000000 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -464531 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -464600.031250 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -464600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -464630.687500 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -464630.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -464650.125000 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -464650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -464667.000000 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -464667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -464679.562500 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -464679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -464685.187500 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -464685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -464686.500000 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -464686.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -464690.000000 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -464690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -464692.562500 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -464692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -464694.375000 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -464694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -464694.656250 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -464694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -464694.812500 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -464694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -464695.125000 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -464695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -464695.062500 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -464695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -464695.218750 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -464695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -464696.531250 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -464696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -464698.937500 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -464698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -464701.687500 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -464701.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -464706.343750 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -464706.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -464710.406250 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -464710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -464715.750000 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -464715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -464719.718750 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -464719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -464720.000000 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -464720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -464721.000000 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -464721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -464721.625000 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -464721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -464721.625000 Penalty: 2673.375488
	Iteration 36F: 3 clusters Score -464721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 50815 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 8361 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 70066 members 
Mstep: Class 10 contains 73214 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 92051 members 
Mstep: Class 13 contains 27870 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 80521 members 
Mstep: Class 22 contains 39772 members 
Mstep: Class 23 contains 20539 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78162 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 64307 members 
Mstep: Class 30 contains 12762 members 
Mstep: Class 31 contains 74703 members 
Mstep: Class 32 contains 81356 members 
Mstep: Class 33 contains 1906 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 117581 members 
Mstep: Class 37 contains 11049 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
Score: -127767544.000000 Penalty: 85314.296875
Splitting cluster 1 changes total score from -127769184.000000 to -127767544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Entering Unmasked Estep 
Score: -6393532.500000 Penalty: 1760.841431
	Iteration 0F: 2 clusters Score -6393532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6359784.000000 Penalty: 3521.682861
	Iteration 0F: 3 clusters Score -6359784 nChanged 23649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6373269.000000 Penalty: 3521.682861
	Iteration 1F: 3 clusters Score -6373269 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6374088.000000 Penalty: 3521.682861
	Iteration 2Q: 3 clusters Score -6374088 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -6375308.500000 Penalty: 3521.682861
	Iteration 3F: 3 clusters Score -6375308 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -6377268.000000 Penalty: 3521.682861
	Iteration 4F: 3 clusters Score -6377268 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -6380418.500000 Penalty: 3521.682861
	Iteration 5F: 3 clusters Score -6380418 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -6384508.000000 Penalty: 3521.682861
	Iteration 6F: 3 clusters Score -6384508 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6388355.000000 Penalty: 3521.682861
	Iteration 7F: 3 clusters Score -6388355 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6390692.500000 Penalty: 3521.682861
	Iteration 8Q: 3 clusters Score -6390692 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6391506.500000 Penalty: 3521.682861
	Iteration 9Q: 3 clusters Score -6391506 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6391769.000000 Penalty: 3521.682861
	Iteration 10Q: 3 clusters Score -6391769 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6391887.000000 Penalty: 3521.682861
	Iteration 11Q: 3 clusters Score -6391887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6391940.000000 Penalty: 3521.682861
	Iteration 12Q: 3 clusters Score -6391940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6391958.500000 Penalty: 3521.682861
	Iteration 13Q: 3 clusters Score -6391958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6391975.500000 Penalty: 3521.682861
	Iteration 14Q: 3 clusters Score -6391976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6391989.500000 Penalty: 3521.682861
	Iteration 15Q: 3 clusters Score -6391990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6392010.000000 Penalty: 3521.682861
	Iteration 16Q: 3 clusters Score -6392010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6392025.500000 Penalty: 3521.682861
	Iteration 17Q: 3 clusters Score -6392026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6392024.000000 Penalty: 3521.682861
	Iteration 18Q: 3 clusters Score -6392024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6392032.500000 Penalty: 3521.682861
	Iteration 19Q: 3 clusters Score -6392032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6392036.000000 Penalty: 3521.682861
	Iteration 20F: 3 clusters Score -6392036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Entering Unmasked Estep 
Score: -2049479.875000 Penalty: 1576.373291
	Iteration 0F: 2 clusters Score -2049480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2038242.750000 Penalty: 3152.746582
	Iteration 0F: 3 clusters Score -2038243 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2042064.125000 Penalty: 3152.746582
	Iteration 1F: 3 clusters Score -2042064 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2042329.250000 Penalty: 3152.746582
	Iteration 2Q: 3 clusters Score -2042329 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2042598.125000 Penalty: 3152.746582
	Iteration 3Q: 3 clusters Score -2042598 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2042877.125000 Penalty: 3152.746582
	Iteration 4Q: 3 clusters Score -2042877 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2043202.875000 Penalty: 3152.746582
	Iteration 5Q: 3 clusters Score -2043203 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2043630.250000 Penalty: 3152.746582
	Iteration 6Q: 3 clusters Score -2043630 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2044226.375000 Penalty: 3152.746582
	Iteration 7F: 3 clusters Score -2044226 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2044965.625000 Penalty: 3152.746582
	Iteration 8F: 3 clusters Score -2044966 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2045883.625000 Penalty: 3152.746582
	Iteration 9F: 3 clusters Score -2045884 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2046702.625000 Penalty: 3152.746582
	Iteration 10F: 3 clusters Score -2046703 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2047290.750000 Penalty: 3152.746582
	Iteration 11Q: 3 clusters Score -2047291 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2047666.375000 Penalty: 3152.746582
	Iteration 12Q: 3 clusters Score -2047666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2047905.500000 Penalty: 3152.746582
	Iteration 13Q: 3 clusters Score -2047906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2048041.750000 Penalty: 3152.746582
	Iteration 14Q: 3 clusters Score -2048042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2048145.500000 Penalty: 3152.746582
	Iteration 15Q: 3 clusters Score -2048146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2048195.125000 Penalty: 3152.746582
	Iteration 16Q: 3 clusters Score -2048195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2048225.125000 Penalty: 3152.746582
	Iteration 17Q: 3 clusters Score -2048225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2048247.750000 Penalty: 3152.746582
	Iteration 18Q: 3 clusters Score -2048248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2048264.250000 Penalty: 3152.746582
	Iteration 19Q: 3 clusters Score -2048264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2048275.375000 Penalty: 3152.746582
	Iteration 20F: 3 clusters Score -2048275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2048279.750000 Penalty: 3152.746582
	Iteration 21Q: 3 clusters Score -2048280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2048287.125000 Penalty: 3152.746582
	Iteration 22Q: 3 clusters Score -2048287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2048289.500000 Penalty: 3152.746582
	Iteration 23Q: 3 clusters Score -2048290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2048295.250000 Penalty: 3152.746582
	Iteration 24Q: 3 clusters Score -2048295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2048297.875000 Penalty: 3152.746582
	Iteration 25Q: 3 clusters Score -2048298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2048296.000000 Penalty: 3152.746582
	Iteration 26Q: 3 clusters Score -2048296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2048298.125000 Penalty: 3152.746582
	Iteration 27Q: 3 clusters Score -2048298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2048296.500000 Penalty: 3152.746582
	Iteration 28Q: 3 clusters Score -2048296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2048297.625000 Penalty: 3152.746582
	Iteration 29Q: 3 clusters Score -2048298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2048302.500000 Penalty: 3152.746582
	Iteration 30Q: 3 clusters Score -2048302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2048304.750000 Penalty: 3152.746582
	Iteration 31Q: 3 clusters Score -2048305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2048304.750000 Penalty: 3152.746582
	Iteration 32Q: 3 clusters Score -2048305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2048309.125000 Penalty: 3152.746582
	Iteration 33Q: 3 clusters Score -2048309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2048312.250000 Penalty: 3152.746582
	Iteration 34Q: 3 clusters Score -2048312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2048316.750000 Penalty: 3152.746582
	Iteration 35Q: 3 clusters Score -2048317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2048318.125000 Penalty: 3152.746582
	Iteration 36Q: 3 clusters Score -2048318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2048319.000000 Penalty: 3152.746582
	Iteration 37Q: 3 clusters Score -2048319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2048319.000000 Penalty: 3152.746582
	Iteration 38F: 3 clusters Score -2048319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Entering Unmasked Estep 
Score: -1114612.250000 Penalty: 1467.591553
	Iteration 0F: 2 clusters Score -1114612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1108483.250000 Penalty: 2935.183105
	Iteration 0F: 3 clusters Score -1108483 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1110383.750000 Penalty: 2935.183105
	Iteration 1F: 3 clusters Score -1110384 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1110694.375000 Penalty: 2935.183105
	Iteration 2F: 3 clusters Score -1110694 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1111020.125000 Penalty: 2935.183105
	Iteration 3F: 3 clusters Score -1111020 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1111356.500000 Penalty: 2935.183105
	Iteration 4F: 3 clusters Score -1111356 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1111726.000000 Penalty: 2935.183105
	Iteration 5F: 3 clusters Score -1111726 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1112146.750000 Penalty: 2935.183105
	Iteration 6F: 3 clusters Score -1112147 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1112617.500000 Penalty: 2935.183105
	Iteration 7F: 3 clusters Score -1112618 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1112937.875000 Penalty: 2935.183105
	Iteration 8Q: 3 clusters Score -1112938 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1113123.750000 Penalty: 2935.183105
	Iteration 9Q: 3 clusters Score -1113124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1113237.125000 Penalty: 2935.183105
	Iteration 10Q: 3 clusters Score -1113237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1113292.250000 Penalty: 2935.183105
	Iteration 11Q: 3 clusters Score -1113292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1113326.875000 Penalty: 2935.183105
	Iteration 12Q: 3 clusters Score -1113327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1113349.250000 Penalty: 2935.183105
	Iteration 13Q: 3 clusters Score -1113349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1113361.375000 Penalty: 2935.183105
	Iteration 14Q: 3 clusters Score -1113361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1113369.625000 Penalty: 2935.183105
	Iteration 15Q: 3 clusters Score -1113370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1113377.000000 Penalty: 2935.183105
	Iteration 16Q: 3 clusters Score -1113377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1113385.500000 Penalty: 2935.183105
	Iteration 17Q: 3 clusters Score -1113386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1113389.750000 Penalty: 2935.183105
	Iteration 18Q: 3 clusters Score -1113390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1113398.875000 Penalty: 2935.183105
	Iteration 19Q: 3 clusters Score -1113399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1113405.250000 Penalty: 2935.183105
	Iteration 20F: 3 clusters Score -1113405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1113412.375000 Penalty: 2935.183105
	Iteration 21Q: 3 clusters Score -1113412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1113413.625000 Penalty: 2935.183105
	Iteration 22Q: 3 clusters Score -1113414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1113418.250000 Penalty: 2935.183105
	Iteration 23Q: 3 clusters Score -1113418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1113418.125000 Penalty: 2935.183105
	Iteration 24Q: 3 clusters Score -1113418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1113418.750000 Penalty: 2935.183105
	Iteration 25Q: 3 clusters Score -1113419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1113419.750000 Penalty: 2935.183105
	Iteration 26Q: 3 clusters Score -1113420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1113423.625000 Penalty: 2935.183105
	Iteration 27Q: 3 clusters Score -1113424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1113422.125000 Penalty: 2935.183105
	Iteration 28Q: 3 clusters Score -1113422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1113423.250000 Penalty: 2935.183105
	Iteration 29Q: 3 clusters Score -1113423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1113424.250000 Penalty: 2935.183105
	Iteration 30Q: 3 clusters Score -1113424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1113424.375000 Penalty: 2935.183105
	Iteration 31Q: 3 clusters Score -1113424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1113426.250000 Penalty: 2935.183105
	Iteration 32Q: 3 clusters Score -1113426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1113425.375000 Penalty: 2935.183105
	Iteration 33Q: 3 clusters Score -1113425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1113426.000000 Penalty: 2935.183105
	Iteration 34Q: 3 clusters Score -1113426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1113427.000000 Penalty: 2935.183105
	Iteration 35Q: 3 clusters Score -1113427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1113427.875000 Penalty: 2935.183105
	Iteration 36Q: 3 clusters Score -1113428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1113426.625000 Penalty: 2935.183105
	Iteration 37Q: 3 clusters Score -1113427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1113428.625000 Penalty: 2935.183105
	Iteration 38Q: 3 clusters Score -1113429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1113428.250000 Penalty: 2935.183105
	Iteration 39Q: 3 clusters Score -1113428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1113428.875000 Penalty: 2935.183105
	Iteration 40F: 3 clusters Score -1113429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1113428.375000 Penalty: 2935.183105
	Iteration 41Q: 3 clusters Score -1113428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1113429.500000 Penalty: 2935.183105
	Iteration 42Q: 3 clusters Score -1113430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1113430.000000 Penalty: 2935.183105
	Iteration 43Q: 3 clusters Score -1113430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1113432.750000 Penalty: 2935.183105
	Iteration 44Q: 3 clusters Score -1113433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1113432.750000 Penalty: 2935.183105
	Iteration 45F: 3 clusters Score -1113433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -371035.500000 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -371035.5 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 1449 members 
Entering Unmasked Estep 
Score: -368351.812500 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -368351.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -368981.031250 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -368981 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -369110.718750 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -369110.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -369191.218750 Penalty: 2594.396240
	Iteration 3Q: 3 clusters Score -369191.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -369260.093750 Penalty: 2594.396240
	Iteration 4Q: 3 clusters Score -369260.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -369311.156250 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -369311.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -369355.500000 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -369355.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -369387.968750 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -369388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -369414.906250 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -369414.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -369429.500000 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -369429.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -369440.593750 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -369440.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -369448.531250 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -369448.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -369457.218750 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -369457.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -369464.656250 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -369464.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369470.406250 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -369470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369474.062500 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -369474.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -369478.531250 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -369478.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -369480.375000 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -369480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -369483.281250 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -369483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369485.781250 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -369485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369486.968750 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -369487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369489.187500 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -369489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -369490.750000 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -369490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369492.812500 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -369492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -369494.281250 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -369494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369494.500000 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -369494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369495.375000 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -369495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369497.843750 Penalty: 2594.396240
	Iteration 27Q: 3 clusters Score -369497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369499.406250 Penalty: 2594.396240
	Iteration 28Q: 3 clusters Score -369499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369500.500000 Penalty: 2594.396240
	Iteration 29Q: 3 clusters Score -369500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369501.625000 Penalty: 2594.396240
	Iteration 30Q: 3 clusters Score -369501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -369502.062500 Penalty: 2594.396240
	Iteration 31Q: 3 clusters Score -369502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -369503.812500 Penalty: 2594.396240
	Iteration 32Q: 3 clusters Score -369503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -369504.937500 Penalty: 2594.396240
	Iteration 33Q: 3 clusters Score -369504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -369506.062500 Penalty: 2594.396240
	Iteration 34Q: 3 clusters Score -369506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -369506.843750 Penalty: 2594.396240
	Iteration 35Q: 3 clusters Score -369506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -369507.468750 Penalty: 2594.396240
	Iteration 36Q: 3 clusters Score -369507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -369507.468750 Penalty: 2594.396240
	Iteration 37F: 3 clusters Score -369507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1978715.750000 Penalty: 1565.094482
	Iteration 0F: 2 clusters Score -1978716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1968143.000000 Penalty: 3130.188965
	Iteration 0F: 3 clusters Score -1968143 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1971969.250000 Penalty: 3130.188965
	Iteration 1F: 3 clusters Score -1971969 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1972285.375000 Penalty: 3130.188965
	Iteration 2F: 3 clusters Score -1972285 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1972608.375000 Penalty: 3130.188965
	Iteration 3Q: 3 clusters Score -1972608 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1973011.875000 Penalty: 3130.188965
	Iteration 4F: 3 clusters Score -1973012 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1973526.125000 Penalty: 3130.188965
	Iteration 5F: 3 clusters Score -1973526 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1974210.625000 Penalty: 3130.188965
	Iteration 6F: 3 clusters Score -1974211 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1974955.625000 Penalty: 3130.188965
	Iteration 7F: 3 clusters Score -1974956 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1975685.125000 Penalty: 3130.188965
	Iteration 8F: 3 clusters Score -1975685 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1976317.750000 Penalty: 3130.188965
	Iteration 9Q: 3 clusters Score -1976318 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1976755.000000 Penalty: 3130.188965
	Iteration 10Q: 3 clusters Score -1976755 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1976995.875000 Penalty: 3130.188965
	Iteration 11Q: 3 clusters Score -1976996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1977125.875000 Penalty: 3130.188965
	Iteration 12Q: 3 clusters Score -1977126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1977206.750000 Penalty: 3130.188965
	Iteration 13Q: 3 clusters Score -1977207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1977251.500000 Penalty: 3130.188965
	Iteration 14Q: 3 clusters Score -1977252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1977279.375000 Penalty: 3130.188965
	Iteration 15Q: 3 clusters Score -1977279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1977300.500000 Penalty: 3130.188965
	Iteration 16Q: 3 clusters Score -1977300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1977314.500000 Penalty: 3130.188965
	Iteration 17Q: 3 clusters Score -1977314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1977320.875000 Penalty: 3130.188965
	Iteration 18Q: 3 clusters Score -1977321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1977323.875000 Penalty: 3130.188965
	Iteration 19Q: 3 clusters Score -1977324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1977329.250000 Penalty: 3130.188965
	Iteration 20F: 3 clusters Score -1977329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1977329.750000 Penalty: 3130.188965
	Iteration 21Q: 3 clusters Score -1977330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1977332.500000 Penalty: 3130.188965
	Iteration 22Q: 3 clusters Score -1977332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1977332.500000 Penalty: 3130.188965
	Iteration 23F: 3 clusters Score -1977332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -310697.000000 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -310697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -308331.750000 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -308331.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -308880.031250 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -308880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -308975.656250 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -308975.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -309033.968750 Penalty: 2536.249023
	Iteration 3Q: 3 clusters Score -309034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -309092.156250 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -309092.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -309137.218750 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -309137.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -309168.906250 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -309168.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -309192.906250 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -309192.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -309214.968750 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -309215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -309236.718750 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -309236.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309260.687500 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -309260.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -309282.281250 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -309282.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -309295.937500 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -309295.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -309312.187500 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -309312.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -309322.750000 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -309322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -309333.593750 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -309333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -309341.906250 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -309341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -309348.656250 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -309348.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -309356.281250 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -309356.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -309361.125000 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -309361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -309364.062500 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -309364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309365.031250 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -309365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -309366.593750 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -309366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -309368.093750 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -309368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -309368.625000 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -309368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -309368.625000 Penalty: 2536.249023
	Iteration 25F: 3 clusters Score -309368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8541.039062 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8541.039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8709.578125 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8709.578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8728.228516 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8728.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8733.050781 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8733.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8735.576172 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8735.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8751.193359 Penalty: 1576.909790
	Iteration 5Q: 3 clusters Score -8751.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8751.193359 Penalty: 1576.909790
	Iteration 6F: 3 clusters Score -8751.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Entering Unmasked Estep 
Score: -8954640.000000 Penalty: 1813.043945
	Iteration 0F: 2 clusters Score -8954640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -8907726.000000 Penalty: 3626.087891
	Iteration 0F: 3 clusters Score -8907726 nChanged 33295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8927326.000000 Penalty: 3626.087891
	Iteration 1F: 3 clusters Score -8927326 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8928474.000000 Penalty: 3626.087891
	Iteration 2Q: 3 clusters Score -8928474 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -8930085.000000 Penalty: 3626.087891
	Iteration 3Q: 3 clusters Score -8930085 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8932103.000000 Penalty: 3626.087891
	Iteration 4F: 3 clusters Score -8932103 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -8934857.000000 Penalty: 3626.087891
	Iteration 5F: 3 clusters Score -8934857 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8937934.000000 Penalty: 3626.087891
	Iteration 6F: 3 clusters Score -8937934 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8940647.000000 Penalty: 3626.087891
	Iteration 7F: 3 clusters Score -8940647 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -8942397.000000 Penalty: 3626.087891
	Iteration 8Q: 3 clusters Score -8942397 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -8943403.000000 Penalty: 3626.087891
	Iteration 9Q: 3 clusters Score -8943403 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -8944072.000000 Penalty: 3626.087891
	Iteration 10Q: 3 clusters Score -8944072 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -8944675.000000 Penalty: 3626.087891
	Iteration 11Q: 3 clusters Score -8944675 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -8945417.000000 Penalty: 3626.087891
	Iteration 12Q: 3 clusters Score -8945417 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8946117.000000 Penalty: 3626.087891
	Iteration 13Q: 3 clusters Score -8946117 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -8946844.000000 Penalty: 3626.087891
	Iteration 14Q: 3 clusters Score -8946844 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -8947579.000000 Penalty: 3626.087891
	Iteration 15Q: 3 clusters Score -8947579 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -8948421.000000 Penalty: 3626.087891
	Iteration 16Q: 3 clusters Score -8948421 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -8949164.000000 Penalty: 3626.087891
	Iteration 17Q: 3 clusters Score -8949164 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -8949738.000000 Penalty: 3626.087891
	Iteration 18Q: 3 clusters Score -8949738 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -8950196.000000 Penalty: 3626.087891
	Iteration 19Q: 3 clusters Score -8950196 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -8950682.000000 Penalty: 3626.087891
	Iteration 20F: 3 clusters Score -8950682 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -8951096.000000 Penalty: 3626.087891
	Iteration 21Q: 3 clusters Score -8951096 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -8951455.000000 Penalty: 3626.087891
	Iteration 22Q: 3 clusters Score -8951455 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -8951791.000000 Penalty: 3626.087891
	Iteration 23Q: 3 clusters Score -8951791 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -8952065.000000 Penalty: 3626.087891
	Iteration 24Q: 3 clusters Score -8952065 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -8952235.000000 Penalty: 3626.087891
	Iteration 25Q: 3 clusters Score -8952235 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -8952378.000000 Penalty: 3626.087891
	Iteration 26Q: 3 clusters Score -8952378 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -8952559.000000 Penalty: 3626.087891
	Iteration 27Q: 3 clusters Score -8952559 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -8952661.000000 Penalty: 3626.087891
	Iteration 28Q: 3 clusters Score -8952661 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8952722.000000 Penalty: 3626.087891
	Iteration 29Q: 3 clusters Score -8952722 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -8952787.000000 Penalty: 3626.087891
	Iteration 30Q: 3 clusters Score -8952787 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -8952835.000000 Penalty: 3626.087891
	Iteration 31Q: 3 clusters Score -8952835 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -8952853.000000 Penalty: 3626.087891
	Iteration 32Q: 3 clusters Score -8952853 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -8952889.000000 Penalty: 3626.087891
	Iteration 33Q: 3 clusters Score -8952889 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -8952925.000000 Penalty: 3626.087891
	Iteration 34Q: 3 clusters Score -8952925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -8952932.000000 Penalty: 3626.087891
	Iteration 35Q: 3 clusters Score -8952932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -8952953.000000 Penalty: 3626.087891
	Iteration 36Q: 3 clusters Score -8952953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -8952976.000000 Penalty: 3626.087891
	Iteration 37Q: 3 clusters Score -8952976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -8952983.000000 Penalty: 3626.087891
	Iteration 38Q: 3 clusters Score -8952983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -8952997.000000 Penalty: 3626.087891
	Iteration 39Q: 3 clusters Score -8952997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -8953005.000000 Penalty: 3626.087891
	Iteration 40F: 3 clusters Score -8953005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -8953013.000000 Penalty: 3626.087891
	Iteration 41Q: 3 clusters Score -8953013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -8953023.000000 Penalty: 3626.087891
	Iteration 42Q: 3 clusters Score -8953023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -8953037.000000 Penalty: 3626.087891
	Iteration 43Q: 3 clusters Score -8953037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8953060.000000 Penalty: 3626.087891
	Iteration 44Q: 3 clusters Score -8953060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -8953046.000000 Penalty: 3626.087891
	Iteration 45Q: 3 clusters Score -8953046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -8953063.000000 Penalty: 3626.087891
	Iteration 46Q: 3 clusters Score -8953063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -8953071.000000 Penalty: 3626.087891
	Iteration 47Q: 3 clusters Score -8953071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -8953077.000000 Penalty: 3626.087891
	Iteration 48Q: 3 clusters Score -8953077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -8953088.000000 Penalty: 3626.087891
	Iteration 49Q: 3 clusters Score -8953088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -8953078.000000 Penalty: 3626.087891
	Iteration 50Q: 3 clusters Score -8953078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -8953053.000000 Penalty: 3626.087891
	Iteration 51Q: 3 clusters Score -8953053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -8953057.000000 Penalty: 3626.087891
	Iteration 52Q: 3 clusters Score -8953057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -8953065.000000 Penalty: 3626.087891
	Iteration 53Q: 3 clusters Score -8953065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -8953057.000000 Penalty: 3626.087891
	Iteration 54Q: 3 clusters Score -8953057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -8953065.000000 Penalty: 3626.087891
	Iteration 55Q: 3 clusters Score -8953065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -8953056.000000 Penalty: 3626.087891
	Iteration 56Q: 3 clusters Score -8953056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -8953072.000000 Penalty: 3626.087891
	Iteration 57Q: 3 clusters Score -8953072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -8953060.000000 Penalty: 3626.087891
	Iteration 58Q: 3 clusters Score -8953060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -8953074.000000 Penalty: 3626.087891
	Iteration 59Q: 3 clusters Score -8953074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -8953070.000000 Penalty: 3626.087891
	Iteration 60F: 3 clusters Score -8953070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -8953076.000000 Penalty: 3626.087891
	Iteration 61Q: 3 clusters Score -8953076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -8953069.000000 Penalty: 3626.087891
	Iteration 62Q: 3 clusters Score -8953069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -8953068.000000 Penalty: 3626.087891
	Iteration 63Q: 3 clusters Score -8953068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -8953065.000000 Penalty: 3626.087891
	Iteration 64Q: 3 clusters Score -8953065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -8953066.000000 Penalty: 3626.087891
	Iteration 65Q: 3 clusters Score -8953066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -8953074.000000 Penalty: 3626.087891
	Iteration 66Q: 3 clusters Score -8953074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -8953074.000000 Penalty: 3626.087891
	Iteration 67Q: 3 clusters Score -8953074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -8953089.000000 Penalty: 3626.087891
	Iteration 68Q: 3 clusters Score -8953089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -8953087.000000 Penalty: 3626.087891
	Iteration 69Q: 3 clusters Score -8953087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -8953101.000000 Penalty: 3626.087891
	Iteration 70Q: 3 clusters Score -8953101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -8953090.000000 Penalty: 3626.087891
	Iteration 71Q: 3 clusters Score -8953090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -8953091.000000 Penalty: 3626.087891
	Iteration 72Q: 3 clusters Score -8953091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8953091.000000 Penalty: 3626.087891
	Iteration 73Q: 3 clusters Score -8953091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -8953092.000000 Penalty: 3626.087891
	Iteration 74Q: 3 clusters Score -8953092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -8953092.000000 Penalty: 3626.087891
	Iteration 75F: 3 clusters Score -8953092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Entering Unmasked Estep 
Score: -9724910.000000 Penalty: 1820.185669
	Iteration 0F: 2 clusters Score -9724910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9677758.000000 Penalty: 3640.371338
	Iteration 0F: 3 clusters Score -9677758 nChanged 34813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -9697577.000000 Penalty: 3640.371338
	Iteration 1F: 3 clusters Score -9697577 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9698023.000000 Penalty: 3640.371338
	Iteration 2Q: 3 clusters Score -9698023 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -9698427.000000 Penalty: 3640.371338
	Iteration 3Q: 3 clusters Score -9698427 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -9698875.000000 Penalty: 3640.371338
	Iteration 4Q: 3 clusters Score -9698875 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -9699367.000000 Penalty: 3640.371338
	Iteration 5Q: 3 clusters Score -9699367 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -9699897.000000 Penalty: 3640.371338
	Iteration 6Q: 3 clusters Score -9699897 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -9700743.000000 Penalty: 3640.371338
	Iteration 7Q: 3 clusters Score -9700743 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -9702213.000000 Penalty: 3640.371338
	Iteration 8Q: 3 clusters Score -9702213 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9704553.000000 Penalty: 3640.371338
	Iteration 9F: 3 clusters Score -9704553 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -9708401.000000 Penalty: 3640.371338
	Iteration 10F: 3 clusters Score -9708401 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -9713440.000000 Penalty: 3640.371338
	Iteration 11F: 3 clusters Score -9713440 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -9717940.000000 Penalty: 3640.371338
	Iteration 12F: 3 clusters Score -9717940 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -9720654.000000 Penalty: 3640.371338
	Iteration 13Q: 3 clusters Score -9720654 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -9722134.000000 Penalty: 3640.371338
	Iteration 14Q: 3 clusters Score -9722134 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -9722861.000000 Penalty: 3640.371338
	Iteration 15Q: 3 clusters Score -9722861 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -9723122.000000 Penalty: 3640.371338
	Iteration 16Q: 3 clusters Score -9723122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -9723206.000000 Penalty: 3640.371338
	Iteration 17Q: 3 clusters Score -9723206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -9723287.000000 Penalty: 3640.371338
	Iteration 18Q: 3 clusters Score -9723287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -9723322.000000 Penalty: 3640.371338
	Iteration 19Q: 3 clusters Score -9723322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -9723350.000000 Penalty: 3640.371338
	Iteration 20F: 3 clusters Score -9723350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9723355.000000 Penalty: 3640.371338
	Iteration 21Q: 3 clusters Score -9723355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -9723369.000000 Penalty: 3640.371338
	Iteration 22Q: 3 clusters Score -9723369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9723373.000000 Penalty: 3640.371338
	Iteration 23Q: 3 clusters Score -9723373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -9723386.000000 Penalty: 3640.371338
	Iteration 24Q: 3 clusters Score -9723386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -9723374.000000 Penalty: 3640.371338
	Iteration 25Q: 3 clusters Score -9723374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9723377.000000 Penalty: 3640.371338
	Iteration 26Q: 3 clusters Score -9723377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -9723395.000000 Penalty: 3640.371338
	Iteration 27Q: 3 clusters Score -9723395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -9723402.000000 Penalty: 3640.371338
	Iteration 28Q: 3 clusters Score -9723402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -9723402.000000 Penalty: 3640.371338
	Iteration 29Q: 3 clusters Score -9723402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9723409.000000 Penalty: 3640.371338
	Iteration 30Q: 3 clusters Score -9723409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -9723409.000000 Penalty: 3640.371338
	Iteration 31Q: 3 clusters Score -9723409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -9723413.000000 Penalty: 3640.371338
	Iteration 32Q: 3 clusters Score -9723413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -9723414.000000 Penalty: 3640.371338
	Iteration 33Q: 3 clusters Score -9723414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -9723413.000000 Penalty: 3640.371338
	Iteration 34Q: 3 clusters Score -9723413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -9723416.000000 Penalty: 3640.371338
	Iteration 35Q: 3 clusters Score -9723416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -9723416.000000 Penalty: 3640.371338
	Iteration 36F: 3 clusters Score -9723416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -1098725.750000 Penalty: 1474.758423
	Iteration 0F: 2 clusters Score -1098726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1092453.375000 Penalty: 2949.516846
	Iteration 0F: 3 clusters Score -1092453 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1094418.875000 Penalty: 2949.516846
	Iteration 1F: 3 clusters Score -1094419 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1094647.250000 Penalty: 2949.516846
	Iteration 2F: 3 clusters Score -1094647 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1094858.750000 Penalty: 2949.516846
	Iteration 3Q: 3 clusters Score -1094859 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1095036.875000 Penalty: 2949.516846
	Iteration 4Q: 3 clusters Score -1095037 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1095220.500000 Penalty: 2949.516846
	Iteration 5Q: 3 clusters Score -1095220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1095404.375000 Penalty: 2949.516846
	Iteration 6Q: 3 clusters Score -1095404 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1095587.375000 Penalty: 2949.516846
	Iteration 7Q: 3 clusters Score -1095587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1095750.625000 Penalty: 2949.516846
	Iteration 8Q: 3 clusters Score -1095751 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1095910.875000 Penalty: 2949.516846
	Iteration 9Q: 3 clusters Score -1095911 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1096099.500000 Penalty: 2949.516846
	Iteration 10Q: 3 clusters Score -1096100 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1096288.125000 Penalty: 2949.516846
	Iteration 11Q: 3 clusters Score -1096288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1096505.750000 Penalty: 2949.516846
	Iteration 12Q: 3 clusters Score -1096506 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1096693.250000 Penalty: 2949.516846
	Iteration 13Q: 3 clusters Score -1096693 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1096836.375000 Penalty: 2949.516846
	Iteration 14Q: 3 clusters Score -1096836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1096926.375000 Penalty: 2949.516846
	Iteration 15Q: 3 clusters Score -1096926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1096996.500000 Penalty: 2949.516846
	Iteration 16Q: 3 clusters Score -1096996 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1097048.875000 Penalty: 2949.516846
	Iteration 17Q: 3 clusters Score -1097049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1097089.375000 Penalty: 2949.516846
	Iteration 18Q: 3 clusters Score -1097089 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1097117.375000 Penalty: 2949.516846
	Iteration 19Q: 3 clusters Score -1097117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1097144.250000 Penalty: 2949.516846
	Iteration 20F: 3 clusters Score -1097144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1097166.125000 Penalty: 2949.516846
	Iteration 21Q: 3 clusters Score -1097166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1097191.125000 Penalty: 2949.516846
	Iteration 22Q: 3 clusters Score -1097191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1097209.500000 Penalty: 2949.516846
	Iteration 23Q: 3 clusters Score -1097210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1097227.375000 Penalty: 2949.516846
	Iteration 24Q: 3 clusters Score -1097227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1097243.250000 Penalty: 2949.516846
	Iteration 25Q: 3 clusters Score -1097243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1097258.500000 Penalty: 2949.516846
	Iteration 26Q: 3 clusters Score -1097258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1097278.500000 Penalty: 2949.516846
	Iteration 27Q: 3 clusters Score -1097278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1097298.625000 Penalty: 2949.516846
	Iteration 28Q: 3 clusters Score -1097299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1097325.375000 Penalty: 2949.516846
	Iteration 29Q: 3 clusters Score -1097325 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1097350.000000 Penalty: 2949.516846
	Iteration 30Q: 3 clusters Score -1097350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1097370.500000 Penalty: 2949.516846
	Iteration 31Q: 3 clusters Score -1097370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1097393.375000 Penalty: 2949.516846
	Iteration 32Q: 3 clusters Score -1097393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1097409.500000 Penalty: 2949.516846
	Iteration 33Q: 3 clusters Score -1097410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1097429.375000 Penalty: 2949.516846
	Iteration 34Q: 3 clusters Score -1097429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1097456.750000 Penalty: 2949.516846
	Iteration 35Q: 3 clusters Score -1097457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1097470.500000 Penalty: 2949.516846
	Iteration 36Q: 3 clusters Score -1097470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1097489.625000 Penalty: 2949.516846
	Iteration 37Q: 3 clusters Score -1097490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1097515.875000 Penalty: 2949.516846
	Iteration 38Q: 3 clusters Score -1097516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1097536.750000 Penalty: 2949.516846
	Iteration 39Q: 3 clusters Score -1097537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1097549.000000 Penalty: 2949.516846
	Iteration 40F: 3 clusters Score -1097549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1097567.125000 Penalty: 2949.516846
	Iteration 41Q: 3 clusters Score -1097567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1097582.250000 Penalty: 2949.516846
	Iteration 42Q: 3 clusters Score -1097582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1097589.750000 Penalty: 2949.516846
	Iteration 43Q: 3 clusters Score -1097590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1097595.875000 Penalty: 2949.516846
	Iteration 44Q: 3 clusters Score -1097596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1097603.250000 Penalty: 2949.516846
	Iteration 45Q: 3 clusters Score -1097603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1097608.000000 Penalty: 2949.516846
	Iteration 46Q: 3 clusters Score -1097608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1097616.375000 Penalty: 2949.516846
	Iteration 47Q: 3 clusters Score -1097616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1097620.500000 Penalty: 2949.516846
	Iteration 48Q: 3 clusters Score -1097620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1097626.250000 Penalty: 2949.516846
	Iteration 49Q: 3 clusters Score -1097626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1097627.250000 Penalty: 2949.516846
	Iteration 50Q: 3 clusters Score -1097627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1097629.625000 Penalty: 2949.516846
	Iteration 51Q: 3 clusters Score -1097630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1097631.625000 Penalty: 2949.516846
	Iteration 52Q: 3 clusters Score -1097632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1097632.500000 Penalty: 2949.516846
	Iteration 53Q: 3 clusters Score -1097632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1097632.625000 Penalty: 2949.516846
	Iteration 54Q: 3 clusters Score -1097633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1097634.500000 Penalty: 2949.516846
	Iteration 55Q: 3 clusters Score -1097634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1097634.375000 Penalty: 2949.516846
	Iteration 56Q: 3 clusters Score -1097634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1097634.375000 Penalty: 2949.516846
	Iteration 57Q: 3 clusters Score -1097634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1097634.500000 Penalty: 2949.516846
	Iteration 58Q: 3 clusters Score -1097634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1097635.125000 Penalty: 2949.516846
	Iteration 59Q: 3 clusters Score -1097635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1097635.625000 Penalty: 2949.516846
	Iteration 60F: 3 clusters Score -1097636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1097636.250000 Penalty: 2949.516846
	Iteration 61Q: 3 clusters Score -1097636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1097638.625000 Penalty: 2949.516846
	Iteration 62Q: 3 clusters Score -1097639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1097638.125000 Penalty: 2949.516846
	Iteration 63Q: 3 clusters Score -1097638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1097639.125000 Penalty: 2949.516846
	Iteration 64Q: 3 clusters Score -1097639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1097638.375000 Penalty: 2949.516846
	Iteration 65Q: 3 clusters Score -1097638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1097640.500000 Penalty: 2949.516846
	Iteration 66Q: 3 clusters Score -1097640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1097641.750000 Penalty: 2949.516846
	Iteration 67Q: 3 clusters Score -1097642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1097643.500000 Penalty: 2949.516846
	Iteration 68Q: 3 clusters Score -1097644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1097642.875000 Penalty: 2949.516846
	Iteration 69Q: 3 clusters Score -1097643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1097643.000000 Penalty: 2949.516846
	Iteration 70Q: 3 clusters Score -1097643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1097641.625000 Penalty: 2949.516846
	Iteration 71Q: 3 clusters Score -1097642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1097643.750000 Penalty: 2949.516846
	Iteration 72Q: 3 clusters Score -1097644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1097645.250000 Penalty: 2949.516846
	Iteration 73Q: 3 clusters Score -1097645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1097645.625000 Penalty: 2949.516846
	Iteration 74Q: 3 clusters Score -1097646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1097644.500000 Penalty: 2949.516846
	Iteration 75Q: 3 clusters Score -1097644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1097644.625000 Penalty: 2949.516846
	Iteration 76Q: 3 clusters Score -1097645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1097644.625000 Penalty: 2949.516846
	Iteration 77Q: 3 clusters Score -1097645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1097645.875000 Penalty: 2949.516846
	Iteration 78Q: 3 clusters Score -1097646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1097646.375000 Penalty: 2949.516846
	Iteration 79Q: 3 clusters Score -1097646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1097646.375000 Penalty: 2949.516846
	Iteration 80F: 3 clusters Score -1097646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Entering Unmasked Estep 
Score: -12119246.000000 Penalty: 1857.390869
	Iteration 0F: 2 clusters Score -1.211925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -12062128.000000 Penalty: 3714.781738
	Iteration 0F: 3 clusters Score -1.206213e+07 nChanged 43835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -12087459.000000 Penalty: 3714.781738
	Iteration 1F: 3 clusters Score -1.208746e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -12087910.000000 Penalty: 3714.781738
	Iteration 2Q: 3 clusters Score -1.208791e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -12088348.000000 Penalty: 3714.781738
	Iteration 3Q: 3 clusters Score -1.208835e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -12088915.000000 Penalty: 3714.781738
	Iteration 4Q: 3 clusters Score -1.208892e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -12089465.000000 Penalty: 3714.781738
	Iteration 5Q: 3 clusters Score -1.208946e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -12090416.000000 Penalty: 3714.781738
	Iteration 6Q: 3 clusters Score -1.209042e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -12091827.000000 Penalty: 3714.781738
	Iteration 7Q: 3 clusters Score -1.209183e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -12094171.000000 Penalty: 3714.781738
	Iteration 8Q: 3 clusters Score -1.209417e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -12097489.000000 Penalty: 3714.781738
	Iteration 9F: 3 clusters Score -1.209749e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -12101735.000000 Penalty: 3714.781738
	Iteration 10F: 3 clusters Score -1.210174e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -12105304.000000 Penalty: 3714.781738
	Iteration 11F: 3 clusters Score -1.21053e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -12107191.000000 Penalty: 3714.781738
	Iteration 12Q: 3 clusters Score -1.210719e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -12107815.000000 Penalty: 3714.781738
	Iteration 13Q: 3 clusters Score -1.210782e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -12108063.000000 Penalty: 3714.781738
	Iteration 14Q: 3 clusters Score -1.210806e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -12108196.000000 Penalty: 3714.781738
	Iteration 15Q: 3 clusters Score -1.21082e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -12108341.000000 Penalty: 3714.781738
	Iteration 16Q: 3 clusters Score -1.210834e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -12108531.000000 Penalty: 3714.781738
	Iteration 17Q: 3 clusters Score -1.210853e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -12108711.000000 Penalty: 3714.781738
	Iteration 18Q: 3 clusters Score -1.210871e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -12108876.000000 Penalty: 3714.781738
	Iteration 19Q: 3 clusters Score -1.210888e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -12109116.000000 Penalty: 3714.781738
	Iteration 20F: 3 clusters Score -1.210912e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -12109283.000000 Penalty: 3714.781738
	Iteration 21Q: 3 clusters Score -1.210928e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -12109449.000000 Penalty: 3714.781738
	Iteration 22Q: 3 clusters Score -1.210945e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -12109660.000000 Penalty: 3714.781738
	Iteration 23Q: 3 clusters Score -1.210966e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -12109780.000000 Penalty: 3714.781738
	Iteration 24Q: 3 clusters Score -1.210978e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -12109960.000000 Penalty: 3714.781738
	Iteration 25Q: 3 clusters Score -1.210996e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -12110166.000000 Penalty: 3714.781738
	Iteration 26Q: 3 clusters Score -1.211017e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -12110357.000000 Penalty: 3714.781738
	Iteration 27Q: 3 clusters Score -1.211036e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -12110621.000000 Penalty: 3714.781738
	Iteration 28Q: 3 clusters Score -1.211062e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -12110926.000000 Penalty: 3714.781738
	Iteration 29Q: 3 clusters Score -1.211093e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -12111126.000000 Penalty: 3714.781738
	Iteration 30Q: 3 clusters Score -1.211113e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -12111354.000000 Penalty: 3714.781738
	Iteration 31Q: 3 clusters Score -1.211135e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -12111569.000000 Penalty: 3714.781738
	Iteration 32Q: 3 clusters Score -1.211157e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -12111809.000000 Penalty: 3714.781738
	Iteration 33Q: 3 clusters Score -1.211181e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -12112058.000000 Penalty: 3714.781738
	Iteration 34Q: 3 clusters Score -1.211206e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -12112276.000000 Penalty: 3714.781738
	Iteration 35Q: 3 clusters Score -1.211228e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -12112461.000000 Penalty: 3714.781738
	Iteration 36Q: 3 clusters Score -1.211246e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -12112670.000000 Penalty: 3714.781738
	Iteration 37Q: 3 clusters Score -1.211267e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -12112849.000000 Penalty: 3714.781738
	Iteration 38Q: 3 clusters Score -1.211285e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -12113053.000000 Penalty: 3714.781738
	Iteration 39Q: 3 clusters Score -1.211305e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -12113281.000000 Penalty: 3714.781738
	Iteration 40F: 3 clusters Score -1.211328e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -12113496.000000 Penalty: 3714.781738
	Iteration 41Q: 3 clusters Score -1.21135e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -12113779.000000 Penalty: 3714.781738
	Iteration 42Q: 3 clusters Score -1.211378e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -12114067.000000 Penalty: 3714.781738
	Iteration 43Q: 3 clusters Score -1.211407e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -12114301.000000 Penalty: 3714.781738
	Iteration 44Q: 3 clusters Score -1.21143e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -12114564.000000 Penalty: 3714.781738
	Iteration 45Q: 3 clusters Score -1.211456e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -12114797.000000 Penalty: 3714.781738
	Iteration 46Q: 3 clusters Score -1.21148e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -12115049.000000 Penalty: 3714.781738
	Iteration 47Q: 3 clusters Score -1.211505e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -12115306.000000 Penalty: 3714.781738
	Iteration 48Q: 3 clusters Score -1.211531e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -12115499.000000 Penalty: 3714.781738
	Iteration 49Q: 3 clusters Score -1.21155e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12115725.000000 Penalty: 3714.781738
	Iteration 50Q: 3 clusters Score -1.211572e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -12115952.000000 Penalty: 3714.781738
	Iteration 51Q: 3 clusters Score -1.211595e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12116122.000000 Penalty: 3714.781738
	Iteration 52Q: 3 clusters Score -1.211612e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12116323.000000 Penalty: 3714.781738
	Iteration 53Q: 3 clusters Score -1.211632e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -12116452.000000 Penalty: 3714.781738
	Iteration 54Q: 3 clusters Score -1.211645e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12116581.000000 Penalty: 3714.781738
	Iteration 55Q: 3 clusters Score -1.211658e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12116687.000000 Penalty: 3714.781738
	Iteration 56Q: 3 clusters Score -1.211669e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12116777.000000 Penalty: 3714.781738
	Iteration 57Q: 3 clusters Score -1.211678e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12116847.000000 Penalty: 3714.781738
	Iteration 58Q: 3 clusters Score -1.211685e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12116925.000000 Penalty: 3714.781738
	Iteration 59Q: 3 clusters Score -1.211692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12116993.000000 Penalty: 3714.781738
	Iteration 60F: 3 clusters Score -1.211699e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12117068.000000 Penalty: 3714.781738
	Iteration 61Q: 3 clusters Score -1.211707e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12117120.000000 Penalty: 3714.781738
	Iteration 62Q: 3 clusters Score -1.211712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12117160.000000 Penalty: 3714.781738
	Iteration 63Q: 3 clusters Score -1.211716e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12117169.000000 Penalty: 3714.781738
	Iteration 64Q: 3 clusters Score -1.211717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12117212.000000 Penalty: 3714.781738
	Iteration 65Q: 3 clusters Score -1.211721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12117243.000000 Penalty: 3714.781738
	Iteration 66Q: 3 clusters Score -1.211724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12117288.000000 Penalty: 3714.781738
	Iteration 67Q: 3 clusters Score -1.211729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12117314.000000 Penalty: 3714.781738
	Iteration 68Q: 3 clusters Score -1.211731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12117349.000000 Penalty: 3714.781738
	Iteration 69Q: 3 clusters Score -1.211735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12117365.000000 Penalty: 3714.781738
	Iteration 70Q: 3 clusters Score -1.211736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12117378.000000 Penalty: 3714.781738
	Iteration 71Q: 3 clusters Score -1.211738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12117393.000000 Penalty: 3714.781738
	Iteration 72Q: 3 clusters Score -1.211739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12117410.000000 Penalty: 3714.781738
	Iteration 73Q: 3 clusters Score -1.211741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12117422.000000 Penalty: 3714.781738
	Iteration 74Q: 3 clusters Score -1.211742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12117431.000000 Penalty: 3714.781738
	Iteration 75Q: 3 clusters Score -1.211743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12117439.000000 Penalty: 3714.781738
	Iteration 76Q: 3 clusters Score -1.211744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12117445.000000 Penalty: 3714.781738
	Iteration 77Q: 3 clusters Score -1.211744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12117455.000000 Penalty: 3714.781738
	Iteration 78Q: 3 clusters Score -1.211746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12117462.000000 Penalty: 3714.781738
	Iteration 79Q: 3 clusters Score -1.211746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12117474.000000 Penalty: 3714.781738
	Iteration 80F: 3 clusters Score -1.211747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12117482.000000 Penalty: 3714.781738
	Iteration 81Q: 3 clusters Score -1.211748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12117475.000000 Penalty: 3714.781738
	Iteration 82Q: 3 clusters Score -1.211748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12117498.000000 Penalty: 3714.781738
	Iteration 83Q: 3 clusters Score -1.21175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12117504.000000 Penalty: 3714.781738
	Iteration 84Q: 3 clusters Score -1.21175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12117496.000000 Penalty: 3714.781738
	Iteration 85Q: 3 clusters Score -1.21175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12117501.000000 Penalty: 3714.781738
	Iteration 86Q: 3 clusters Score -1.21175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12117499.000000 Penalty: 3714.781738
	Iteration 87Q: 3 clusters Score -1.21175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12117503.000000 Penalty: 3714.781738
	Iteration 88Q: 3 clusters Score -1.21175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12117503.000000 Penalty: 3714.781738
	Iteration 89Q: 3 clusters Score -1.21175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12117503.000000 Penalty: 3714.781738
	Iteration 90F: 3 clusters Score -1.21175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Entering Unmasked Estep 
Score: -3538409.500000 Penalty: 1663.237183
	Iteration 0F: 2 clusters Score -3538410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3519518.000000 Penalty: 3326.474365
	Iteration 0F: 3 clusters Score -3519518 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3526694 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3527369.000000 Penalty: 3326.474365
	Iteration 2F: 3 clusters Score -3527369 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -3528308 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3529478.000000 Penalty: 3326.474365
	Iteration 4F: 3 clusters Score -3529478 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3530922 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3532477.250000 Penalty: 3326.474365
	Iteration 6F: 3 clusters Score -3532477 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3533994 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3535078.500000 Penalty: 3326.474365
	Iteration 8F: 3 clusters Score -3535078 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3535692.500000 Penalty: 3326.474365
	Iteration 9Q: 3 clusters Score -3535692 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3536031.750000 Penalty: 3326.474365
	Iteration 10Q: 3 clusters Score -3536032 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3536214 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3536323.500000 Penalty: 3326.474365
	Iteration 12Q: 3 clusters Score -3536324 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3536430.500000 Penalty: 3326.474365
	Iteration 13Q: 3 clusters Score -3536430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3536525.000000 Penalty: 3326.474365
	Iteration 14Q: 3 clusters Score -3536525 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3536593.750000 Penalty: 3326.474365
	Iteration 15Q: 3 clusters Score -3536594 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3536688.250000 Penalty: 3326.474365
	Iteration 16Q: 3 clusters Score -3536688 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3536775.500000 Penalty: 3326.474365
	Iteration 17Q: 3 clusters Score -3536776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3536851.000000 Penalty: 3326.474365
	Iteration 18Q: 3 clusters Score -3536851 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3536945.750000 Penalty: 3326.474365
	Iteration 19Q: 3 clusters Score -3536946 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3537029.750000 Penalty: 3326.474365
	Iteration 20F: 3 clusters Score -3537030 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3537123.500000 Penalty: 3326.474365
	Iteration 21Q: 3 clusters Score -3537124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3537211.750000 Penalty: 3326.474365
	Iteration 22Q: 3 clusters Score -3537212 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3537311.500000 Penalty: 3326.474365
	Iteration 23Q: 3 clusters Score -3537312 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3537464.250000 Penalty: 3326.474365
	Iteration 24Q: 3 clusters Score -3537464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3537630.750000 Penalty: 3326.474365
	Iteration 25Q: 3 clusters Score -3537631 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3537771.250000 Penalty: 3326.474365
	Iteration 26Q: 3 clusters Score -3537771 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3537833.250000 Penalty: 3326.474365
	Iteration 27Q: 3 clusters Score -3537833 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3537868.500000 Penalty: 3326.474365
	Iteration 28Q: 3 clusters Score -3537868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3537879.500000 Penalty: 3326.474365
	Iteration 29Q: 3 clusters Score -3537880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3537891.500000 Penalty: 3326.474365
	Iteration 30Q: 3 clusters Score -3537892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3537912.250000 Penalty: 3326.474365
	Iteration 31Q: 3 clusters Score -3537912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3537921.000000 Penalty: 3326.474365
	Iteration 32Q: 3 clusters Score -3537921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3537931.250000 Penalty: 3326.474365
	Iteration 33Q: 3 clusters Score -3537931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3537938.250000 Penalty: 3326.474365
	Iteration 34Q: 3 clusters Score -3537938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3537944.250000 Penalty: 3326.474365
	Iteration 35Q: 3 clusters Score -3537944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3537945.000000 Penalty: 3326.474365
	Iteration 36Q: 3 clusters Score -3537945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3537941.250000 Penalty: 3326.474365
	Iteration 37Q: 3 clusters Score -3537941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3537947.750000 Penalty: 3326.474365
	Iteration 38Q: 3 clusters Score -3537948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3537950.250000 Penalty: 3326.474365
	Iteration 39Q: 3 clusters Score -3537950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3537940.750000 Penalty: 3326.474365
	Iteration 40F: 3 clusters Score -3537941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3537941.750000 Penalty: 3326.474365
	Iteration 41Q: 3 clusters Score -3537942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3537946.250000 Penalty: 3326.474365
	Iteration 42Q: 3 clusters Score -3537946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3537947.000000 Penalty: 3326.474365
	Iteration 43Q: 3 clusters Score -3537947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3537950.250000 Penalty: 3326.474365
	Iteration 44Q: 3 clusters Score -3537950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3537953.500000 Penalty: 3326.474365
	Iteration 45Q: 3 clusters Score -3537954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3537959.250000 Penalty: 3326.474365
	Iteration 46Q: 3 clusters Score -3537959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3537957.750000 Penalty: 3326.474365
	Iteration 47Q: 3 clusters Score -3537958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3537958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3537954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3537953.250000 Penalty: 3326.474365
	Iteration 50Q: 3 clusters Score -3537953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3537951.500000 Penalty: 3326.474365
	Iteration 51Q: 3 clusters Score -3537952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3537954.500000 Penalty: 3326.474365
	Iteration 52Q: 3 clusters Score -3537954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3537954.250000 Penalty: 3326.474365
	Iteration 53Q: 3 clusters Score -3537954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3537953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3537955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3537954.000000 Penalty: 3326.474365
	Iteration 56Q: 3 clusters Score -3537954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3537953.500000 Penalty: 3326.474365
	Iteration 57Q: 3 clusters Score -3537954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3537955.750000 Penalty: 3326.474365
	Iteration 58Q: 3 clusters Score -3537956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3537955.250000 Penalty: 3326.474365
	Iteration 59Q: 3 clusters Score -3537955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3537956.000000 Penalty: 3326.474365
	Iteration 60F: 3 clusters Score -3537956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3537956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 62F: 3 clusters Score -3537956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -647291.812500 Penalty: 1396.429688
	Iteration 0F: 2 clusters Score -647291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -643105.812500 Penalty: 2792.859375
	Iteration 0F: 3 clusters Score -643105.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -644472.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -644778.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -645037.625000 Penalty: 2792.859375
	Iteration 3F: 3 clusters Score -645037.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -645249.375000 Penalty: 2792.859375
	Iteration 4F: 3 clusters Score -645249.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -645441.937500 Penalty: 2792.859375
	Iteration 5F: 3 clusters Score -645441.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -645593.312500 Penalty: 2792.859375
	Iteration 6Q: 3 clusters Score -645593.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -645694.125000 Penalty: 2792.859375
	Iteration 7Q: 3 clusters Score -645694.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -645789.562500 Penalty: 2792.859375
	Iteration 8Q: 3 clusters Score -645789.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -645850.437500 Penalty: 2792.859375
	Iteration 9Q: 3 clusters Score -645850.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -645913.562500 Penalty: 2792.859375
	Iteration 10Q: 3 clusters Score -645913.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -645986.750000 Penalty: 2792.859375
	Iteration 11Q: 3 clusters Score -645986.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -646051.812500 Penalty: 2792.859375
	Iteration 12Q: 3 clusters Score -646051.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -646110.437500 Penalty: 2792.859375
	Iteration 13Q: 3 clusters Score -646110.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -646161.000000 Penalty: 2792.859375
	Iteration 14Q: 3 clusters Score -646161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -646190.000000 Penalty: 2792.859375
	Iteration 15Q: 3 clusters Score -646190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -646210.875000 Penalty: 2792.859375
	Iteration 16Q: 3 clusters Score -646210.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -646230.562500 Penalty: 2792.859375
	Iteration 17Q: 3 clusters Score -646230.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -646258.375000 Penalty: 2792.859375
	Iteration 18Q: 3 clusters Score -646258.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -646285.000000 Penalty: 2792.859375
	Iteration 19Q: 3 clusters Score -646285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -646315.187500 Penalty: 2792.859375
	Iteration 20F: 3 clusters Score -646315.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -646340.937500 Penalty: 2792.859375
	Iteration 21Q: 3 clusters Score -646340.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -646365.625000 Penalty: 2792.859375
	Iteration 22Q: 3 clusters Score -646365.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -646386.062500 Penalty: 2792.859375
	Iteration 23Q: 3 clusters Score -646386.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -646400.437500 Penalty: 2792.859375
	Iteration 24Q: 3 clusters Score -646400.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -646409.875000 Penalty: 2792.859375
	Iteration 25Q: 3 clusters Score -646409.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -646419.250000 Penalty: 2792.859375
	Iteration 26Q: 3 clusters Score -646419.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -646435.187500 Penalty: 2792.859375
	Iteration 27Q: 3 clusters Score -646435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -646450.687500 Penalty: 2792.859375
	Iteration 28Q: 3 clusters Score -646450.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -646457.125000 Penalty: 2792.859375
	Iteration 29Q: 3 clusters Score -646457.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -646462.562500 Penalty: 2792.859375
	Iteration 30Q: 3 clusters Score -646462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -646465.000000 Penalty: 2792.859375
	Iteration 31Q: 3 clusters Score -646465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -646466.687500 Penalty: 2792.859375
	Iteration 32Q: 3 clusters Score -646466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -646467.687500 Penalty: 2792.859375
	Iteration 33Q: 3 clusters Score -646467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -646467.812500 Penalty: 2792.859375
	Iteration 34Q: 3 clusters Score -646467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -646467.562500 Penalty: 2792.859375
	Iteration 35Q: 3 clusters Score -646467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -646468.312500 Penalty: 2792.859375
	Iteration 36Q: 3 clusters Score -646468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -646468.312500 Penalty: 2792.859375
	Iteration 37F: 3 clusters Score -646468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -1479215.250000 Penalty: 1515.834595
	Iteration 0F: 2 clusters Score -1479215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1471279.625000 Penalty: 3031.669189
	Iteration 0F: 3 clusters Score -1471280 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1473826.375000 Penalty: 3031.669189
	Iteration 1F: 3 clusters Score -1473826 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1474165.625000 Penalty: 3031.669189
	Iteration 2F: 3 clusters Score -1474166 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1474472.250000 Penalty: 3031.669189
	Iteration 3F: 3 clusters Score -1474472 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1474826.000000 Penalty: 3031.669189
	Iteration 4F: 3 clusters Score -1474826 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1475227.875000 Penalty: 3031.669189
	Iteration 5F: 3 clusters Score -1475228 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1475628.375000 Penalty: 3031.669189
	Iteration 6F: 3 clusters Score -1475628 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1476024.500000 Penalty: 3031.669189
	Iteration 7F: 3 clusters Score -1476024 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1476440.250000 Penalty: 3031.669189
	Iteration 8Q: 3 clusters Score -1476440 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1476871.500000 Penalty: 3031.669189
	Iteration 9Q: 3 clusters Score -1476872 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1477218.125000 Penalty: 3031.669189
	Iteration 10Q: 3 clusters Score -1477218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1477420.000000 Penalty: 3031.669189
	Iteration 11Q: 3 clusters Score -1477420 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1477572.375000 Penalty: 3031.669189
	Iteration 12Q: 3 clusters Score -1477572 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1477671.000000 Penalty: 3031.669189
	Iteration 13Q: 3 clusters Score -1477671 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1477740.500000 Penalty: 3031.669189
	Iteration 14Q: 3 clusters Score -1477740 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1477798.875000 Penalty: 3031.669189
	Iteration 15Q: 3 clusters Score -1477799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1477843.375000 Penalty: 3031.669189
	Iteration 16Q: 3 clusters Score -1477843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1477877.125000 Penalty: 3031.669189
	Iteration 17Q: 3 clusters Score -1477877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1477902.875000 Penalty: 3031.669189
	Iteration 18Q: 3 clusters Score -1477903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1477921.500000 Penalty: 3031.669189
	Iteration 19Q: 3 clusters Score -1477922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1477936.875000 Penalty: 3031.669189
	Iteration 20F: 3 clusters Score -1477937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1477944.875000 Penalty: 3031.669189
	Iteration 21Q: 3 clusters Score -1477945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1477958.000000 Penalty: 3031.669189
	Iteration 22Q: 3 clusters Score -1477958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1477967.375000 Penalty: 3031.669189
	Iteration 23Q: 3 clusters Score -1477967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1477979.250000 Penalty: 3031.669189
	Iteration 24Q: 3 clusters Score -1477979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1477988.625000 Penalty: 3031.669189
	Iteration 25Q: 3 clusters Score -1477989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1477992.000000 Penalty: 3031.669189
	Iteration 26Q: 3 clusters Score -1477992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1478001.250000 Penalty: 3031.669189
	Iteration 27Q: 3 clusters Score -1478001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1478007.000000 Penalty: 3031.669189
	Iteration 28Q: 3 clusters Score -1478007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1478019.750000 Penalty: 3031.669189
	Iteration 29Q: 3 clusters Score -1478020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1478028.375000 Penalty: 3031.669189
	Iteration 30Q: 3 clusters Score -1478028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1478035.750000 Penalty: 3031.669189
	Iteration 31Q: 3 clusters Score -1478036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1478041.500000 Penalty: 3031.669189
	Iteration 32Q: 3 clusters Score -1478042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1478043.750000 Penalty: 3031.669189
	Iteration 33Q: 3 clusters Score -1478044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1478049.125000 Penalty: 3031.669189
	Iteration 34Q: 3 clusters Score -1478049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1478050.125000 Penalty: 3031.669189
	Iteration 35Q: 3 clusters Score -1478050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1478051.750000 Penalty: 3031.669189
	Iteration 36Q: 3 clusters Score -1478052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1478052.375000 Penalty: 3031.669189
	Iteration 37Q: 3 clusters Score -1478052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1478050.750000 Penalty: 3031.669189
	Iteration 38Q: 3 clusters Score -1478051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1478053.625000 Penalty: 3031.669189
	Iteration 39Q: 3 clusters Score -1478054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1478054.000000 Penalty: 3031.669189
	Iteration 40F: 3 clusters Score -1478054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1478054.125000 Penalty: 3031.669189
	Iteration 41Q: 3 clusters Score -1478054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1478054.125000 Penalty: 3031.669189
	Iteration 42F: 3 clusters Score -1478054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -637719.937500 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -637719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -633571.812500 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -633571.8 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -634705.312500 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -634705.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -634890.875000 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -634890.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -635037.250000 Penalty: 2781.396729
	Iteration 3F: 3 clusters Score -635037.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -635180.500000 Penalty: 2781.396729
	Iteration 4Q: 3 clusters Score -635180.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -635308.187500 Penalty: 2781.396729
	Iteration 5Q: 3 clusters Score -635308.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -635425.187500 Penalty: 2781.396729
	Iteration 6Q: 3 clusters Score -635425.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -635534.312500 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -635534.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -635620.812500 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -635620.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -635705.562500 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -635705.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -635769.000000 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -635769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -635818.812500 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -635818.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -635873.437500 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -635873.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -635920.375000 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -635920.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -635962.437500 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -635962.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -635989.687500 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -635989.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -636012.937500 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -636012.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -636032.812500 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -636032.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -636053.000000 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -636053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -636069.125000 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -636069.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -636086.750000 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -636086.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -636105.062500 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -636105.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -636124.000000 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -636124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -636145.312500 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -636145.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -636165.562500 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -636165.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -636191.250000 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -636191.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -636220.937500 Penalty: 2781.396729
	Iteration 26Q: 3 clusters Score -636220.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -636256.437500 Penalty: 2781.396729
	Iteration 27Q: 3 clusters Score -636256.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -636297.375000 Penalty: 2781.396729
	Iteration 28Q: 3 clusters Score -636297.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -636324.187500 Penalty: 2781.396729
	Iteration 29Q: 3 clusters Score -636324.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -636349.312500 Penalty: 2781.396729
	Iteration 30Q: 3 clusters Score -636349.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -636373.375000 Penalty: 2781.396729
	Iteration 31Q: 3 clusters Score -636373.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -636386.187500 Penalty: 2781.396729
	Iteration 32Q: 3 clusters Score -636386.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -636399.937500 Penalty: 2781.396729
	Iteration 33Q: 3 clusters Score -636399.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -636417.750000 Penalty: 2781.396729
	Iteration 34Q: 3 clusters Score -636417.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -636431.812500 Penalty: 2781.396729
	Iteration 35Q: 3 clusters Score -636431.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -636442.687500 Penalty: 2781.396729
	Iteration 36Q: 3 clusters Score -636442.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -636447.500000 Penalty: 2781.396729
	Iteration 37Q: 3 clusters Score -636447.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -636452.312500 Penalty: 2781.396729
	Iteration 38Q: 3 clusters Score -636452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -636457.500000 Penalty: 2781.396729
	Iteration 39Q: 3 clusters Score -636457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -636460.250000 Penalty: 2781.396729
	Iteration 40F: 3 clusters Score -636460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -636467.000000 Penalty: 2781.396729
	Iteration 41Q: 3 clusters Score -636467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -636470.875000 Penalty: 2781.396729
	Iteration 42Q: 3 clusters Score -636470.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -636476.625000 Penalty: 2781.396729
	Iteration 43Q: 3 clusters Score -636476.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -636481.937500 Penalty: 2781.396729
	Iteration 44Q: 3 clusters Score -636481.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -636489.125000 Penalty: 2781.396729
	Iteration 45Q: 3 clusters Score -636489.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -636493.937500 Penalty: 2781.396729
	Iteration 46Q: 3 clusters Score -636493.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -636501.812500 Penalty: 2781.396729
	Iteration 47Q: 3 clusters Score -636501.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -636505.500000 Penalty: 2781.396729
	Iteration 48Q: 3 clusters Score -636505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -636510.875000 Penalty: 2781.396729
	Iteration 49Q: 3 clusters Score -636510.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -636515.125000 Penalty: 2781.396729
	Iteration 50Q: 3 clusters Score -636515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -636518.062500 Penalty: 2781.396729
	Iteration 51Q: 3 clusters Score -636518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -636521.625000 Penalty: 2781.396729
	Iteration 52Q: 3 clusters Score -636521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -636524.062500 Penalty: 2781.396729
	Iteration 53Q: 3 clusters Score -636524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -636526.875000 Penalty: 2781.396729
	Iteration 54Q: 3 clusters Score -636526.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -636528.687500 Penalty: 2781.396729
	Iteration 55Q: 3 clusters Score -636528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -636530.375000 Penalty: 2781.396729
	Iteration 56Q: 3 clusters Score -636530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -636530.187500 Penalty: 2781.396729
	Iteration 57Q: 3 clusters Score -636530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -636530.750000 Penalty: 2781.396729
	Iteration 58Q: 3 clusters Score -636530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -636530.750000 Penalty: 2781.396729
	Iteration 59F: 3 clusters Score -636530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -692241.125000 Penalty: 1392.405029
	Iteration 0F: 2 clusters Score -692241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -688103.437500 Penalty: 2784.810059
	Iteration 0F: 3 clusters Score -688103.4 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -689265.750000 Penalty: 2784.810059
	Iteration 1F: 3 clusters Score -689265.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -689411.687500 Penalty: 2784.810059
	Iteration 2F: 3 clusters Score -689411.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -689498.250000 Penalty: 2784.810059
	Iteration 3Q: 3 clusters Score -689498.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -689547.625000 Penalty: 2784.810059
	Iteration 4Q: 3 clusters Score -689547.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -689586.437500 Penalty: 2784.810059
	Iteration 5Q: 3 clusters Score -689586.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -689619.687500 Penalty: 2784.810059
	Iteration 6Q: 3 clusters Score -689619.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -689654.062500 Penalty: 2784.810059
	Iteration 7Q: 3 clusters Score -689654.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -689684.000000 Penalty: 2784.810059
	Iteration 8Q: 3 clusters Score -689684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -689706.625000 Penalty: 2784.810059
	Iteration 9Q: 3 clusters Score -689706.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -689724.375000 Penalty: 2784.810059
	Iteration 10Q: 3 clusters Score -689724.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -689735.437500 Penalty: 2784.810059
	Iteration 11Q: 3 clusters Score -689735.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -689745.500000 Penalty: 2784.810059
	Iteration 12Q: 3 clusters Score -689745.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -689760.062500 Penalty: 2784.810059
	Iteration 13Q: 3 clusters Score -689760.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -689769.312500 Penalty: 2784.810059
	Iteration 14Q: 3 clusters Score -689769.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -689776.312500 Penalty: 2784.810059
	Iteration 15Q: 3 clusters Score -689776.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -689783.875000 Penalty: 2784.810059
	Iteration 16Q: 3 clusters Score -689783.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -689791.062500 Penalty: 2784.810059
	Iteration 17Q: 3 clusters Score -689791.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -689794.687500 Penalty: 2784.810059
	Iteration 18Q: 3 clusters Score -689794.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -689802.312500 Penalty: 2784.810059
	Iteration 19Q: 3 clusters Score -689802.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -689815.000000 Penalty: 2784.810059
	Iteration 20F: 3 clusters Score -689815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -689823.812500 Penalty: 2784.810059
	Iteration 21Q: 3 clusters Score -689823.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -689834.437500 Penalty: 2784.810059
	Iteration 22Q: 3 clusters Score -689834.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -689843.875000 Penalty: 2784.810059
	Iteration 23Q: 3 clusters Score -689843.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -689853.062500 Penalty: 2784.810059
	Iteration 24Q: 3 clusters Score -689853.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -689859.000000 Penalty: 2784.810059
	Iteration 25Q: 3 clusters Score -689859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -689867.062500 Penalty: 2784.810059
	Iteration 26Q: 3 clusters Score -689867.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -689877.375000 Penalty: 2784.810059
	Iteration 27Q: 3 clusters Score -689877.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -689891.437500 Penalty: 2784.810059
	Iteration 28Q: 3 clusters Score -689891.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -689909.562500 Penalty: 2784.810059
	Iteration 29Q: 3 clusters Score -689909.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -689930.312500 Penalty: 2784.810059
	Iteration 30Q: 3 clusters Score -689930.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -689951.750000 Penalty: 2784.810059
	Iteration 31Q: 3 clusters Score -689951.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -689974.375000 Penalty: 2784.810059
	Iteration 32Q: 3 clusters Score -689974.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -689993.250000 Penalty: 2784.810059
	Iteration 33Q: 3 clusters Score -689993.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -690022.187500 Penalty: 2784.810059
	Iteration 34Q: 3 clusters Score -690022.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -690059.875000 Penalty: 2784.810059
	Iteration 35Q: 3 clusters Score -690059.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -690112.312500 Penalty: 2784.810059
	Iteration 36Q: 3 clusters Score -690112.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -690166.937500 Penalty: 2784.810059
	Iteration 37Q: 3 clusters Score -690166.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -690226.312500 Penalty: 2784.810059
	Iteration 38Q: 3 clusters Score -690226.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -690299.937500 Penalty: 2784.810059
	Iteration 39Q: 3 clusters Score -690299.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -690386.562500 Penalty: 2784.810059
	Iteration 40F: 3 clusters Score -690386.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -690479.187500 Penalty: 2784.810059
	Iteration 41Q: 3 clusters Score -690479.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -690570.687500 Penalty: 2784.810059
	Iteration 42Q: 3 clusters Score -690570.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -690652.250000 Penalty: 2784.810059
	Iteration 43Q: 3 clusters Score -690652.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -690725.562500 Penalty: 2784.810059
	Iteration 44Q: 3 clusters Score -690725.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -690791.062500 Penalty: 2784.810059
	Iteration 45Q: 3 clusters Score -690791.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -690832.625000 Penalty: 2784.810059
	Iteration 46Q: 3 clusters Score -690832.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -690859.375000 Penalty: 2784.810059
	Iteration 47Q: 3 clusters Score -690859.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -690884.875000 Penalty: 2784.810059
	Iteration 48Q: 3 clusters Score -690884.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -690901.687500 Penalty: 2784.810059
	Iteration 49Q: 3 clusters Score -690901.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -690919.375000 Penalty: 2784.810059
	Iteration 50Q: 3 clusters Score -690919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -690930.750000 Penalty: 2784.810059
	Iteration 51Q: 3 clusters Score -690930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -690943.312500 Penalty: 2784.810059
	Iteration 52Q: 3 clusters Score -690943.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -690953.125000 Penalty: 2784.810059
	Iteration 53Q: 3 clusters Score -690953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -690956.625000 Penalty: 2784.810059
	Iteration 54Q: 3 clusters Score -690956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -690958.750000 Penalty: 2784.810059
	Iteration 55Q: 3 clusters Score -690958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -690962.062500 Penalty: 2784.810059
	Iteration 56Q: 3 clusters Score -690962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -690965.125000 Penalty: 2784.810059
	Iteration 57Q: 3 clusters Score -690965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -690967.500000 Penalty: 2784.810059
	Iteration 58Q: 3 clusters Score -690967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -690969.812500 Penalty: 2784.810059
	Iteration 59Q: 3 clusters Score -690969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -690969.750000 Penalty: 2784.810059
	Iteration 60F: 3 clusters Score -690969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -690972.187500 Penalty: 2784.810059
	Iteration 61Q: 3 clusters Score -690972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -690974.375000 Penalty: 2784.810059
	Iteration 62Q: 3 clusters Score -690974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -690974.812500 Penalty: 2784.810059
	Iteration 63Q: 3 clusters Score -690974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -690976.937500 Penalty: 2784.810059
	Iteration 64Q: 3 clusters Score -690976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -690978.250000 Penalty: 2784.810059
	Iteration 65Q: 3 clusters Score -690978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -690980.250000 Penalty: 2784.810059
	Iteration 66Q: 3 clusters Score -690980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -690983.187500 Penalty: 2784.810059
	Iteration 67Q: 3 clusters Score -690983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -690984.812500 Penalty: 2784.810059
	Iteration 68Q: 3 clusters Score -690984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -690986.000000 Penalty: 2784.810059
	Iteration 69Q: 3 clusters Score -690986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -690986.250000 Penalty: 2784.810059
	Iteration 70Q: 3 clusters Score -690986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -690986.250000 Penalty: 2784.810059
	Iteration 71F: 3 clusters Score -690986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -618968.312500 Penalty: 1378.523682
	Iteration 0F: 2 clusters Score -618968.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -615160.125000 Penalty: 2757.047363
	Iteration 0F: 3 clusters Score -615160.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -616324.687500 Penalty: 2757.047363
	Iteration 1F: 3 clusters Score -616324.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -616632.187500 Penalty: 2757.047363
	Iteration 2F: 3 clusters Score -616632.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -616867.625000 Penalty: 2757.047363
	Iteration 3F: 3 clusters Score -616867.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -617062.875000 Penalty: 2757.047363
	Iteration 4F: 3 clusters Score -617062.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -617190.375000 Penalty: 2757.047363
	Iteration 5Q: 3 clusters Score -617190.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -617309.000000 Penalty: 2757.047363
	Iteration 6Q: 3 clusters Score -617309 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -617387.937500 Penalty: 2757.047363
	Iteration 7Q: 3 clusters Score -617387.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -617452.687500 Penalty: 2757.047363
	Iteration 8Q: 3 clusters Score -617452.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -617507.375000 Penalty: 2757.047363
	Iteration 9Q: 3 clusters Score -617507.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -617546.375000 Penalty: 2757.047363
	Iteration 10Q: 3 clusters Score -617546.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -617572.375000 Penalty: 2757.047363
	Iteration 11Q: 3 clusters Score -617572.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -617587.437500 Penalty: 2757.047363
	Iteration 12Q: 3 clusters Score -617587.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -617593.562500 Penalty: 2757.047363
	Iteration 13Q: 3 clusters Score -617593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -617598.000000 Penalty: 2757.047363
	Iteration 14Q: 3 clusters Score -617598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -617599.437500 Penalty: 2757.047363
	Iteration 15Q: 3 clusters Score -617599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -617600.750000 Penalty: 2757.047363
	Iteration 16Q: 3 clusters Score -617600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -617603.187500 Penalty: 2757.047363
	Iteration 17Q: 3 clusters Score -617603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -617605.687500 Penalty: 2757.047363
	Iteration 18Q: 3 clusters Score -617605.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -617605.187500 Penalty: 2757.047363
	Iteration 19Q: 3 clusters Score -617605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -617606.812500 Penalty: 2757.047363
	Iteration 20F: 3 clusters Score -617606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -617608.625000 Penalty: 2757.047363
	Iteration 21Q: 3 clusters Score -617608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -617607.812500 Penalty: 2757.047363
	Iteration 22Q: 3 clusters Score -617607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -617609.687500 Penalty: 2757.047363
	Iteration 23Q: 3 clusters Score -617609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -617609.687500 Penalty: 2757.047363
	Iteration 24Q: 3 clusters Score -617609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -617609.687500 Penalty: 2757.047363
	Iteration 25F: 3 clusters Score -617609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7542.678711 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7542.679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7571.194824 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7571.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7591.221191 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7591.221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7591.221191 Penalty: 1499.914185
	Iteration 3F: 3 clusters Score -7591.221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -661854.312500 Penalty: 1383.261963
	Iteration 0F: 2 clusters Score -661854.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -657858.375000 Penalty: 2766.523926
	Iteration 0F: 3 clusters Score -657858.4 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -658965.062500 Penalty: 2766.523926
	Iteration 1F: 3 clusters Score -658965.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -659147.750000 Penalty: 2766.523926
	Iteration 2F: 3 clusters Score -659147.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -659280.875000 Penalty: 2766.523926
	Iteration 3F: 3 clusters Score -659280.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -659374.187500 Penalty: 2766.523926
	Iteration 4Q: 3 clusters Score -659374.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -659459.250000 Penalty: 2766.523926
	Iteration 5Q: 3 clusters Score -659459.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -659551.125000 Penalty: 2766.523926
	Iteration 6Q: 3 clusters Score -659551.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -659648.625000 Penalty: 2766.523926
	Iteration 7Q: 3 clusters Score -659648.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -659772.937500 Penalty: 2766.523926
	Iteration 8Q: 3 clusters Score -659772.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -659891.500000 Penalty: 2766.523926
	Iteration 9Q: 3 clusters Score -659891.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -660003.000000 Penalty: 2766.523926
	Iteration 10Q: 3 clusters Score -660003 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -660106.562500 Penalty: 2766.523926
	Iteration 11Q: 3 clusters Score -660106.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -660221.125000 Penalty: 2766.523926
	Iteration 12Q: 3 clusters Score -660221.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -660326.812500 Penalty: 2766.523926
	Iteration 13Q: 3 clusters Score -660326.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -660420.062500 Penalty: 2766.523926
	Iteration 14Q: 3 clusters Score -660420.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -660485.062500 Penalty: 2766.523926
	Iteration 15Q: 3 clusters Score -660485.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -660529.937500 Penalty: 2766.523926
	Iteration 16Q: 3 clusters Score -660529.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -660553.000000 Penalty: 2766.523926
	Iteration 17Q: 3 clusters Score -660553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -660575.000000 Penalty: 2766.523926
	Iteration 18Q: 3 clusters Score -660575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -660592.937500 Penalty: 2766.523926
	Iteration 19Q: 3 clusters Score -660592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -660604.812500 Penalty: 2766.523926
	Iteration 20F: 3 clusters Score -660604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -660616.937500 Penalty: 2766.523926
	Iteration 21Q: 3 clusters Score -660616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -660632.062500 Penalty: 2766.523926
	Iteration 22Q: 3 clusters Score -660632.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -660640.312500 Penalty: 2766.523926
	Iteration 23Q: 3 clusters Score -660640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -660645.000000 Penalty: 2766.523926
	Iteration 24Q: 3 clusters Score -660645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -660648.437500 Penalty: 2766.523926
	Iteration 25Q: 3 clusters Score -660648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -660653.062500 Penalty: 2766.523926
	Iteration 26Q: 3 clusters Score -660653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -660656.625000 Penalty: 2766.523926
	Iteration 27Q: 3 clusters Score -660656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -660658.625000 Penalty: 2766.523926
	Iteration 28Q: 3 clusters Score -660658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -660661.312500 Penalty: 2766.523926
	Iteration 29Q: 3 clusters Score -660661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -660661.312500 Penalty: 2766.523926
	Iteration 30F: 3 clusters Score -660661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Entering Unmasked Estep 
Score: -10709554.000000 Penalty: 1835.644409
	Iteration 0F: 2 clusters Score -1.070955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -10659901.000000 Penalty: 3671.288818
	Iteration 0F: 3 clusters Score -1.06599e+07 nChanged 38393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -10682232.000000 Penalty: 3671.288818
	Iteration 1F: 3 clusters Score -1.068223e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -10683592.000000 Penalty: 3671.288818
	Iteration 2Q: 3 clusters Score -1.068359e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -10685610.000000 Penalty: 3671.288818
	Iteration 3F: 3 clusters Score -1.068561e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -10689141.000000 Penalty: 3671.288818
	Iteration 4F: 3 clusters Score -1.068914e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -10694024.000000 Penalty: 3671.288818
	Iteration 5F: 3 clusters Score -1.069402e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -10699308.000000 Penalty: 3671.288818
	Iteration 6F: 3 clusters Score -1.069931e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -10703687.000000 Penalty: 3671.288818
	Iteration 7F: 3 clusters Score -1.070369e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -10706225.000000 Penalty: 3671.288818
	Iteration 8Q: 3 clusters Score -1.070622e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -10707304.000000 Penalty: 3671.288818
	Iteration 9Q: 3 clusters Score -1.07073e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -10707667.000000 Penalty: 3671.288818
	Iteration 10Q: 3 clusters Score -1.070767e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -10707810.000000 Penalty: 3671.288818
	Iteration 11Q: 3 clusters Score -1.070781e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -10707878.000000 Penalty: 3671.288818
	Iteration 12Q: 3 clusters Score -1.070788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -10707903.000000 Penalty: 3671.288818
	Iteration 13Q: 3 clusters Score -1.07079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -10707941.000000 Penalty: 3671.288818
	Iteration 14Q: 3 clusters Score -1.070794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -10707971.000000 Penalty: 3671.288818
	Iteration 15Q: 3 clusters Score -1.070797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -10707980.000000 Penalty: 3671.288818
	Iteration 16Q: 3 clusters Score -1.070798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -10707979.000000 Penalty: 3671.288818
	Iteration 17Q: 3 clusters Score -1.070798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -10707968.000000 Penalty: 3671.288818
	Iteration 18Q: 3 clusters Score -1.070797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -10707972.000000 Penalty: 3671.288818
	Iteration 19Q: 3 clusters Score -1.070797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -10707972.000000 Penalty: 3671.288818
	Iteration 20F: 3 clusters Score -1.070797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Entering Unmasked Estep 
Score: -5233090.500000 Penalty: 1721.024292
	Iteration 0F: 2 clusters Score -5233090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5206298.000000 Penalty: 3442.048584
	Iteration 0F: 3 clusters Score -5206298 nChanged 18652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5216898.500000 Penalty: 3442.048584
	Iteration 1F: 3 clusters Score -5216898 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5217395.000000 Penalty: 3442.048584
	Iteration 2Q: 3 clusters Score -5217395 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5217868.500000 Penalty: 3442.048584
	Iteration 3Q: 3 clusters Score -5217868 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5218455.000000 Penalty: 3442.048584
	Iteration 4Q: 3 clusters Score -5218455 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5219096.500000 Penalty: 3442.048584
	Iteration 5Q: 3 clusters Score -5219096 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -5219875.000000 Penalty: 3442.048584
	Iteration 6Q: 3 clusters Score -5219875 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -5220899.000000 Penalty: 3442.048584
	Iteration 7Q: 3 clusters Score -5220899 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -5222135.000000 Penalty: 3442.048584
	Iteration 8F: 3 clusters Score -5222135 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -5223734.500000 Penalty: 3442.048584
	Iteration 9F: 3 clusters Score -5223734 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -5225500.500000 Penalty: 3442.048584
	Iteration 10F: 3 clusters Score -5225500 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5227463.500000 Penalty: 3442.048584
	Iteration 11F: 3 clusters Score -5227464 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5229172.500000 Penalty: 3442.048584
	Iteration 12F: 3 clusters Score -5229172 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5230301.500000 Penalty: 3442.048584
	Iteration 13Q: 3 clusters Score -5230302 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5230918.000000 Penalty: 3442.048584
	Iteration 14Q: 3 clusters Score -5230918 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5231181.000000 Penalty: 3442.048584
	Iteration 15Q: 3 clusters Score -5231181 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5231310.000000 Penalty: 3442.048584
	Iteration 16Q: 3 clusters Score -5231310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5231377.000000 Penalty: 3442.048584
	Iteration 17Q: 3 clusters Score -5231377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5231440.000000 Penalty: 3442.048584
	Iteration 18Q: 3 clusters Score -5231440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5231480.500000 Penalty: 3442.048584
	Iteration 19Q: 3 clusters Score -5231480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5231506.500000 Penalty: 3442.048584
	Iteration 20F: 3 clusters Score -5231506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5231529.000000 Penalty: 3442.048584
	Iteration 21Q: 3 clusters Score -5231529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5231552.000000 Penalty: 3442.048584
	Iteration 22Q: 3 clusters Score -5231552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5231567.500000 Penalty: 3442.048584
	Iteration 23Q: 3 clusters Score -5231568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5231585.500000 Penalty: 3442.048584
	Iteration 24Q: 3 clusters Score -5231586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5231588.500000 Penalty: 3442.048584
	Iteration 25Q: 3 clusters Score -5231588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5231601.500000 Penalty: 3442.048584
	Iteration 26Q: 3 clusters Score -5231602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5231602.000000 Penalty: 3442.048584
	Iteration 27Q: 3 clusters Score -5231602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5231605.500000 Penalty: 3442.048584
	Iteration 28Q: 3 clusters Score -5231606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5231606.500000 Penalty: 3442.048584
	Iteration 29Q: 3 clusters Score -5231606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5231606.500000 Penalty: 3442.048584
	Iteration 30Q: 3 clusters Score -5231606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5231606.500000 Penalty: 3442.048584
	Iteration 31F: 3 clusters Score -5231606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Entering Unmasked Estep 
Score: -2600861.500000 Penalty: 1613.638062
	Iteration 0F: 2 clusters Score -2600862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2586852.250000 Penalty: 3227.276123
	Iteration 0F: 3 clusters Score -2586852 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2592382.750000 Penalty: 3227.276123
	Iteration 1F: 3 clusters Score -2592383 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2593225.250000 Penalty: 3227.276123
	Iteration 2F: 3 clusters Score -2593225 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2594147.250000 Penalty: 3227.276123
	Iteration 3F: 3 clusters Score -2594147 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2594993.000000 Penalty: 3227.276123
	Iteration 4F: 3 clusters Score -2594993 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2595669.500000 Penalty: 3227.276123
	Iteration 5F: 3 clusters Score -2595670 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2596307.500000 Penalty: 3227.276123
	Iteration 6F: 3 clusters Score -2596308 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2596881.000000 Penalty: 3227.276123
	Iteration 7Q: 3 clusters Score -2596881 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2597477.750000 Penalty: 3227.276123
	Iteration 8Q: 3 clusters Score -2597478 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2598042.500000 Penalty: 3227.276123
	Iteration 9Q: 3 clusters Score -2598042 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2598496.000000 Penalty: 3227.276123
	Iteration 10Q: 3 clusters Score -2598496 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2598821.500000 Penalty: 3227.276123
	Iteration 11Q: 3 clusters Score -2598822 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2599068.500000 Penalty: 3227.276123
	Iteration 12Q: 3 clusters Score -2599068 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2599268.750000 Penalty: 3227.276123
	Iteration 13Q: 3 clusters Score -2599269 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2599413.250000 Penalty: 3227.276123
	Iteration 14Q: 3 clusters Score -2599413 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2599515.500000 Penalty: 3227.276123
	Iteration 15Q: 3 clusters Score -2599516 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2599575.250000 Penalty: 3227.276123
	Iteration 16Q: 3 clusters Score -2599575 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2599621.750000 Penalty: 3227.276123
	Iteration 17Q: 3 clusters Score -2599622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2599640.750000 Penalty: 3227.276123
	Iteration 18Q: 3 clusters Score -2599641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2599659.750000 Penalty: 3227.276123
	Iteration 19Q: 3 clusters Score -2599660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2599664.000000 Penalty: 3227.276123
	Iteration 20F: 3 clusters Score -2599664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2599674.250000 Penalty: 3227.276123
	Iteration 21Q: 3 clusters Score -2599674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2599673.250000 Penalty: 3227.276123
	Iteration 22Q: 3 clusters Score -2599673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2599676.500000 Penalty: 3227.276123
	Iteration 23Q: 3 clusters Score -2599676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2599683.750000 Penalty: 3227.276123
	Iteration 24Q: 3 clusters Score -2599684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2599686.250000 Penalty: 3227.276123
	Iteration 25Q: 3 clusters Score -2599686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2599693.500000 Penalty: 3227.276123
	Iteration 26Q: 3 clusters Score -2599694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2599696.000000 Penalty: 3227.276123
	Iteration 27Q: 3 clusters Score -2599696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2599695.750000 Penalty: 3227.276123
	Iteration 28Q: 3 clusters Score -2599696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2599700.500000 Penalty: 3227.276123
	Iteration 29Q: 3 clusters Score -2599700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2599696.750000 Penalty: 3227.276123
	Iteration 30Q: 3 clusters Score -2599697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2599701.750000 Penalty: 3227.276123
	Iteration 31Q: 3 clusters Score -2599702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2599703.000000 Penalty: 3227.276123
	Iteration 32Q: 3 clusters Score -2599703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2599700.250000 Penalty: 3227.276123
	Iteration 33Q: 3 clusters Score -2599700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2599699.500000 Penalty: 3227.276123
	Iteration 34Q: 3 clusters Score -2599700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2599698.250000 Penalty: 3227.276123
	Iteration 35Q: 3 clusters Score -2599698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2599697.750000 Penalty: 3227.276123
	Iteration 36Q: 3 clusters Score -2599698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2599703.750000 Penalty: 3227.276123
	Iteration 37Q: 3 clusters Score -2599704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2599706.500000 Penalty: 3227.276123
	Iteration 38Q: 3 clusters Score -2599706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2599705.000000 Penalty: 3227.276123
	Iteration 39Q: 3 clusters Score -2599705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2599704.000000 Penalty: 3227.276123
	Iteration 40F: 3 clusters Score -2599704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2599700.500000 Penalty: 3227.276123
	Iteration 41Q: 3 clusters Score -2599700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2599702.250000 Penalty: 3227.276123
	Iteration 42Q: 3 clusters Score -2599702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2599701.500000 Penalty: 3227.276123
	Iteration 43Q: 3 clusters Score -2599702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2599701.750000 Penalty: 3227.276123
	Iteration 44Q: 3 clusters Score -2599702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2599701.750000 Penalty: 3227.276123
	Iteration 45Q: 3 clusters Score -2599702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2599699.000000 Penalty: 3227.276123
	Iteration 46Q: 3 clusters Score -2599699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2599700.500000 Penalty: 3227.276123
	Iteration 47Q: 3 clusters Score -2599700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2599701.000000 Penalty: 3227.276123
	Iteration 48Q: 3 clusters Score -2599701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2599699.000000 Penalty: 3227.276123
	Iteration 49Q: 3 clusters Score -2599699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2599698.250000 Penalty: 3227.276123
	Iteration 50Q: 3 clusters Score -2599698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2599697.750000 Penalty: 3227.276123
	Iteration 51Q: 3 clusters Score -2599698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2599697.750000 Penalty: 3227.276123
	Iteration 52F: 3 clusters Score -2599698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -47350.496094 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -47350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46363.417969 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -46363.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46697.867188 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -46697.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46861.644531 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -46861.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46998.785156 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -46998.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47085.269531 Penalty: 2004.442871
	Iteration 4F: 3 clusters Score -47085.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47145.574219 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -47145.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47185.910156 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -47185.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47201.734375 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -47201.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47203.804688 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -47203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47209.421875 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -47209.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47213.230469 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -47213.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47213.230469 Penalty: 2004.442871
	Iteration 11F: 3 clusters Score -47213.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Entering Unmasked Estep 
Score: -10381148.000000 Penalty: 1830.812500
	Iteration 0F: 2 clusters Score -1.038115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -10331867.000000 Penalty: 3661.625000
	Iteration 0F: 3 clusters Score -1.033187e+07 nChanged 37073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -10353541.000000 Penalty: 3661.625000
	Iteration 1F: 3 clusters Score -1.035354e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -10354283.000000 Penalty: 3661.625000
	Iteration 2Q: 3 clusters Score -1.035428e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -10355293.000000 Penalty: 3661.625000
	Iteration 3Q: 3 clusters Score -1.035529e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -10356927.000000 Penalty: 3661.625000
	Iteration 4Q: 3 clusters Score -1.035693e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -10359279.000000 Penalty: 3661.625000
	Iteration 5F: 3 clusters Score -1.035928e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -10362932.000000 Penalty: 3661.625000
	Iteration 6F: 3 clusters Score -1.036293e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -10367834.000000 Penalty: 3661.625000
	Iteration 7F: 3 clusters Score -1.036783e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -10372736.000000 Penalty: 3661.625000
	Iteration 8F: 3 clusters Score -1.037274e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -10376252.000000 Penalty: 3661.625000
	Iteration 9F: 3 clusters Score -1.037625e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10378048.000000 Penalty: 3661.625000
	Iteration 10Q: 3 clusters Score -1.037805e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10378853.000000 Penalty: 3661.625000
	Iteration 11Q: 3 clusters Score -1.037885e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10379181.000000 Penalty: 3661.625000
	Iteration 12Q: 3 clusters Score -1.037918e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10379358.000000 Penalty: 3661.625000
	Iteration 13Q: 3 clusters Score -1.037936e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10379443.000000 Penalty: 3661.625000
	Iteration 14Q: 3 clusters Score -1.037944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10379447.000000 Penalty: 3661.625000
	Iteration 15Q: 3 clusters Score -1.037945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10379467.000000 Penalty: 3661.625000
	Iteration 16Q: 3 clusters Score -1.037947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10379482.000000 Penalty: 3661.625000
	Iteration 17Q: 3 clusters Score -1.037948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10379495.000000 Penalty: 3661.625000
	Iteration 18Q: 3 clusters Score -1.03795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10379505.000000 Penalty: 3661.625000
	Iteration 19Q: 3 clusters Score -1.03795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10379507.000000 Penalty: 3661.625000
	Iteration 20F: 3 clusters Score -1.037951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10379519.000000 Penalty: 3661.625000
	Iteration 21Q: 3 clusters Score -1.037952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10379512.000000 Penalty: 3661.625000
	Iteration 22Q: 3 clusters Score -1.037951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10379519.000000 Penalty: 3661.625000
	Iteration 23Q: 3 clusters Score -1.037952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10379525.000000 Penalty: 3661.625000
	Iteration 24Q: 3 clusters Score -1.037952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10379529.000000 Penalty: 3661.625000
	Iteration 25Q: 3 clusters Score -1.037953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10379535.000000 Penalty: 3661.625000
	Iteration 26Q: 3 clusters Score -1.037954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10379538.000000 Penalty: 3661.625000
	Iteration 27Q: 3 clusters Score -1.037954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10379538.000000 Penalty: 3661.625000
	Iteration 28F: 3 clusters Score -1.037954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -219902.109375 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -219902.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217861.000000 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -217861 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -218315.109375 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -218315.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -218497.984375 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -218498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -218618.375000 Penalty: 2457.026123
	Iteration 3F: 3 clusters Score -218618.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -218723.875000 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -218723.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218820.343750 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -218820.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -218905.359375 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -218905.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218958.421875 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -218958.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -218978.375000 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -218978.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -218988.281250 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -218988.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -218994.281250 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -218994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218996.171875 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -218996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -218998.687500 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -218998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219000.046875 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -219000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219000.718750 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -219000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219000.890625 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -219000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219001.468750 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -219001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219001.468750 Penalty: 2457.026123
	Iteration 17F: 3 clusters Score -219001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -231826.203125 Penalty: 1221.685425
	Iteration 0F: 2 clusters Score -231826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229829.031250 Penalty: 2443.370850
	Iteration 0F: 3 clusters Score -229829 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -230287.328125 Penalty: 2443.370850
	Iteration 1F: 3 clusters Score -230287.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230399.750000 Penalty: 2443.370850
	Iteration 2F: 3 clusters Score -230399.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230460.265625 Penalty: 2443.370850
	Iteration 3Q: 3 clusters Score -230460.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -230502.921875 Penalty: 2443.370850
	Iteration 4Q: 3 clusters Score -230502.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -230528.500000 Penalty: 2443.370850
	Iteration 5Q: 3 clusters Score -230528.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -230545.265625 Penalty: 2443.370850
	Iteration 6Q: 3 clusters Score -230545.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -230569.671875 Penalty: 2443.370850
	Iteration 7Q: 3 clusters Score -230569.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -230592.390625 Penalty: 2443.370850
	Iteration 8Q: 3 clusters Score -230592.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -230607.859375 Penalty: 2443.370850
	Iteration 9Q: 3 clusters Score -230607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230636.390625 Penalty: 2443.370850
	Iteration 10Q: 3 clusters Score -230636.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230667.343750 Penalty: 2443.370850
	Iteration 11Q: 3 clusters Score -230667.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -230692.921875 Penalty: 2443.370850
	Iteration 12Q: 3 clusters Score -230692.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -230713.375000 Penalty: 2443.370850
	Iteration 13Q: 3 clusters Score -230713.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230738.093750 Penalty: 2443.370850
	Iteration 14Q: 3 clusters Score -230738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -230755.718750 Penalty: 2443.370850
	Iteration 15Q: 3 clusters Score -230755.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230775.937500 Penalty: 2443.370850
	Iteration 16Q: 3 clusters Score -230775.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230800.031250 Penalty: 2443.370850
	Iteration 17Q: 3 clusters Score -230800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -230821.515625 Penalty: 2443.370850
	Iteration 18Q: 3 clusters Score -230821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230837.687500 Penalty: 2443.370850
	Iteration 19Q: 3 clusters Score -230837.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230849.921875 Penalty: 2443.370850
	Iteration 20F: 3 clusters Score -230849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230856.531250 Penalty: 2443.370850
	Iteration 21Q: 3 clusters Score -230856.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -230861.937500 Penalty: 2443.370850
	Iteration 22Q: 3 clusters Score -230861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -230867.312500 Penalty: 2443.370850
	Iteration 23Q: 3 clusters Score -230867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230871.640625 Penalty: 2443.370850
	Iteration 24Q: 3 clusters Score -230871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -230876.000000 Penalty: 2443.370850
	Iteration 25Q: 3 clusters Score -230876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -230879.187500 Penalty: 2443.370850
	Iteration 26Q: 3 clusters Score -230879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -230881.078125 Penalty: 2443.370850
	Iteration 27Q: 3 clusters Score -230881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -230885.125000 Penalty: 2443.370850
	Iteration 28Q: 3 clusters Score -230885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230887.750000 Penalty: 2443.370850
	Iteration 29Q: 3 clusters Score -230887.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -230894.875000 Penalty: 2443.370850
	Iteration 30Q: 3 clusters Score -230894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -230901.296875 Penalty: 2443.370850
	Iteration 31Q: 3 clusters Score -230901.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -230905.734375 Penalty: 2443.370850
	Iteration 32Q: 3 clusters Score -230905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230909.156250 Penalty: 2443.370850
	Iteration 33Q: 3 clusters Score -230909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230915.171875 Penalty: 2443.370850
	Iteration 34Q: 3 clusters Score -230915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -230921.390625 Penalty: 2443.370850
	Iteration 35Q: 3 clusters Score -230921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -230927.328125 Penalty: 2443.370850
	Iteration 36Q: 3 clusters Score -230927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -230931.093750 Penalty: 2443.370850
	Iteration 37Q: 3 clusters Score -230931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -230931.812500 Penalty: 2443.370850
	Iteration 38Q: 3 clusters Score -230931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -230932.484375 Penalty: 2443.370850
	Iteration 39Q: 3 clusters Score -230932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230932.921875 Penalty: 2443.370850
	Iteration 40F: 3 clusters Score -230932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230933.968750 Penalty: 2443.370850
	Iteration 41Q: 3 clusters Score -230934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230937.359375 Penalty: 2443.370850
	Iteration 42Q: 3 clusters Score -230937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230938.453125 Penalty: 2443.370850
	Iteration 43Q: 3 clusters Score -230938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -230939.203125 Penalty: 2443.370850
	Iteration 44Q: 3 clusters Score -230939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -230941.046875 Penalty: 2443.370850
	Iteration 45Q: 3 clusters Score -230941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230943.031250 Penalty: 2443.370850
	Iteration 46Q: 3 clusters Score -230943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230944.421875 Penalty: 2443.370850
	Iteration 47Q: 3 clusters Score -230944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230945.140625 Penalty: 2443.370850
	Iteration 48Q: 3 clusters Score -230945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230945.656250 Penalty: 2443.370850
	Iteration 49Q: 3 clusters Score -230945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230945.921875 Penalty: 2443.370850
	Iteration 50Q: 3 clusters Score -230945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230945.921875 Penalty: 2443.370850
	Iteration 51F: 3 clusters Score -230945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37266.792969 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37266.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36327.714844 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36327.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36422.988281 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36422.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36466.019531 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -36466.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36477.894531 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36477.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36477.894531 Penalty: 1898.208496
	Iteration 4F: 3 clusters Score -36477.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (64307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Entering Unmasked Estep 
Score: -8478883.000000 Penalty: 1799.106323
	Iteration 0F: 2 clusters Score -8478883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -8436850.000000 Penalty: 3598.212646
	Iteration 0F: 3 clusters Score -8436850 nChanged 30327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -8454668.000000 Penalty: 3598.212646
	Iteration 1F: 3 clusters Score -8454668 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -8455660.000000 Penalty: 3598.212646
	Iteration 2Q: 3 clusters Score -8455660 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -8457242.000000 Penalty: 3598.212646
	Iteration 3F: 3 clusters Score -8457242 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8459856.000000 Penalty: 3598.212646
	Iteration 4F: 3 clusters Score -8459856 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -8463554.000000 Penalty: 3598.212646
	Iteration 5F: 3 clusters Score -8463554 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -8468146.000000 Penalty: 3598.212646
	Iteration 6F: 3 clusters Score -8468146 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -8472249.000000 Penalty: 3598.212646
	Iteration 7F: 3 clusters Score -8472249 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8475091.000000 Penalty: 3598.212646
	Iteration 8Q: 3 clusters Score -8475091 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8476554.000000 Penalty: 3598.212646
	Iteration 9Q: 3 clusters Score -8476554 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -8477294.000000 Penalty: 3598.212646
	Iteration 10Q: 3 clusters Score -8477294 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -8477767.000000 Penalty: 3598.212646
	Iteration 11Q: 3 clusters Score -8477767 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -8478024.000000 Penalty: 3598.212646
	Iteration 12Q: 3 clusters Score -8478024 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -8478253.000000 Penalty: 3598.212646
	Iteration 13Q: 3 clusters Score -8478253 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -8478338.000000 Penalty: 3598.212646
	Iteration 14Q: 3 clusters Score -8478338 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -8478438.000000 Penalty: 3598.212646
	Iteration 15Q: 3 clusters Score -8478438 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -8478432.000000 Penalty: 3598.212646
	Iteration 16Q: 3 clusters Score -8478432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -8478451.000000 Penalty: 3598.212646
	Iteration 17Q: 3 clusters Score -8478451 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -8478451.000000 Penalty: 3598.212646
	Iteration 18Q: 3 clusters Score -8478451 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8478440.000000 Penalty: 3598.212646
	Iteration 19Q: 3 clusters Score -8478440 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -8478421.000000 Penalty: 3598.212646
	Iteration 20F: 3 clusters Score -8478421 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -8478378.000000 Penalty: 3598.212646
	Iteration 21Q: 3 clusters Score -8478378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -8478378.000000 Penalty: 3598.212646
	Iteration 22Q: 3 clusters Score -8478378 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8478358.000000 Penalty: 3598.212646
	Iteration 23Q: 3 clusters Score -8478358 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -8478351.000000 Penalty: 3598.212646
	Iteration 24Q: 3 clusters Score -8478351 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -8478317.000000 Penalty: 3598.212646
	Iteration 25Q: 3 clusters Score -8478317 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -8478288.000000 Penalty: 3598.212646
	Iteration 26Q: 3 clusters Score -8478288 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8478277.000000 Penalty: 3598.212646
	Iteration 27Q: 3 clusters Score -8478277 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -8478255.000000 Penalty: 3598.212646
	Iteration 28Q: 3 clusters Score -8478255 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -8478226.000000 Penalty: 3598.212646
	Iteration 29Q: 3 clusters Score -8478226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -8478228.000000 Penalty: 3598.212646
	Iteration 30Q: 3 clusters Score -8478228 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8478201.000000 Penalty: 3598.212646
	Iteration 31Q: 3 clusters Score -8478201 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -8478144.000000 Penalty: 3598.212646
	Iteration 32Q: 3 clusters Score -8478144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8478126.000000 Penalty: 3598.212646
	Iteration 33Q: 3 clusters Score -8478126 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -8478129.000000 Penalty: 3598.212646
	Iteration 34Q: 3 clusters Score -8478129 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8478101.000000 Penalty: 3598.212646
	Iteration 35Q: 3 clusters Score -8478101 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8478103.000000 Penalty: 3598.212646
	Iteration 36Q: 3 clusters Score -8478103 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8478085.000000 Penalty: 3598.212646
	Iteration 37Q: 3 clusters Score -8478085 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8478074.000000 Penalty: 3598.212646
	Iteration 38Q: 3 clusters Score -8478074 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8478072.000000 Penalty: 3598.212646
	Iteration 39Q: 3 clusters Score -8478072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8478055.000000 Penalty: 3598.212646
	Iteration 40F: 3 clusters Score -8478055 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8478044.000000 Penalty: 3598.212646
	Iteration 41Q: 3 clusters Score -8478044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8478031.000000 Penalty: 3598.212646
	Iteration 42Q: 3 clusters Score -8478031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8478010.000000 Penalty: 3598.212646
	Iteration 43Q: 3 clusters Score -8478010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8477981.000000 Penalty: 3598.212646
	Iteration 44Q: 3 clusters Score -8477981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8477947.000000 Penalty: 3598.212646
	Iteration 45Q: 3 clusters Score -8477947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8477941.000000 Penalty: 3598.212646
	Iteration 46Q: 3 clusters Score -8477941 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8477920.000000 Penalty: 3598.212646
	Iteration 47Q: 3 clusters Score -8477920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8477929.000000 Penalty: 3598.212646
	Iteration 48Q: 3 clusters Score -8477929 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8477946.000000 Penalty: 3598.212646
	Iteration 49Q: 3 clusters Score -8477946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8477914.000000 Penalty: 3598.212646
	Iteration 50Q: 3 clusters Score -8477914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8477918.000000 Penalty: 3598.212646
	Iteration 51Q: 3 clusters Score -8477918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8477918.000000 Penalty: 3598.212646
	Iteration 52Q: 3 clusters Score -8477918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8477896.000000 Penalty: 3598.212646
	Iteration 53Q: 3 clusters Score -8477896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8477878.000000 Penalty: 3598.212646
	Iteration 54Q: 3 clusters Score -8477878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8477858.000000 Penalty: 3598.212646
	Iteration 55Q: 3 clusters Score -8477858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8477839.000000 Penalty: 3598.212646
	Iteration 56Q: 3 clusters Score -8477839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8477842.000000 Penalty: 3598.212646
	Iteration 57Q: 3 clusters Score -8477842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8477838.000000 Penalty: 3598.212646
	Iteration 58Q: 3 clusters Score -8477838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8477850.000000 Penalty: 3598.212646
	Iteration 59Q: 3 clusters Score -8477850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8477828.000000 Penalty: 3598.212646
	Iteration 60F: 3 clusters Score -8477828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8477827.000000 Penalty: 3598.212646
	Iteration 61Q: 3 clusters Score -8477827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8477825.000000 Penalty: 3598.212646
	Iteration 62Q: 3 clusters Score -8477825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8477829.000000 Penalty: 3598.212646
	Iteration 63Q: 3 clusters Score -8477829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8477825.000000 Penalty: 3598.212646
	Iteration 64Q: 3 clusters Score -8477825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8477818.000000 Penalty: 3598.212646
	Iteration 65Q: 3 clusters Score -8477818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8477820.000000 Penalty: 3598.212646
	Iteration 66Q: 3 clusters Score -8477820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8477821.000000 Penalty: 3598.212646
	Iteration 67Q: 3 clusters Score -8477821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8477805.000000 Penalty: 3598.212646
	Iteration 68Q: 3 clusters Score -8477805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8477809.000000 Penalty: 3598.212646
	Iteration 69Q: 3 clusters Score -8477809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8477793.000000 Penalty: 3598.212646
	Iteration 70Q: 3 clusters Score -8477793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8477787.000000 Penalty: 3598.212646
	Iteration 71Q: 3 clusters Score -8477787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8477782.000000 Penalty: 3598.212646
	Iteration 72Q: 3 clusters Score -8477782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8477780.000000 Penalty: 3598.212646
	Iteration 73Q: 3 clusters Score -8477780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8477767.000000 Penalty: 3598.212646
	Iteration 74Q: 3 clusters Score -8477767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8477764.000000 Penalty: 3598.212646
	Iteration 75Q: 3 clusters Score -8477764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8477771.000000 Penalty: 3598.212646
	Iteration 76Q: 3 clusters Score -8477771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8477766.000000 Penalty: 3598.212646
	Iteration 77Q: 3 clusters Score -8477766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8477760.000000 Penalty: 3598.212646
	Iteration 78Q: 3 clusters Score -8477760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8477754.000000 Penalty: 3598.212646
	Iteration 79Q: 3 clusters Score -8477754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8477749.000000 Penalty: 3598.212646
	Iteration 80F: 3 clusters Score -8477749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8477763.000000 Penalty: 3598.212646
	Iteration 81Q: 3 clusters Score -8477763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8477760.000000 Penalty: 3598.212646
	Iteration 82Q: 3 clusters Score -8477760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8477757.000000 Penalty: 3598.212646
	Iteration 83Q: 3 clusters Score -8477757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8477759.000000 Penalty: 3598.212646
	Iteration 84Q: 3 clusters Score -8477759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8477763.000000 Penalty: 3598.212646
	Iteration 85Q: 3 clusters Score -8477763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8477763.000000 Penalty: 3598.212646
	Iteration 86Q: 3 clusters Score -8477763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8477769.000000 Penalty: 3598.212646
	Iteration 87Q: 3 clusters Score -8477769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8477775.000000 Penalty: 3598.212646
	Iteration 88Q: 3 clusters Score -8477775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8477775.000000 Penalty: 3598.212646
	Iteration 89Q: 3 clusters Score -8477775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8477781.000000 Penalty: 3598.212646
	Iteration 90Q: 3 clusters Score -8477781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8477778.000000 Penalty: 3598.212646
	Iteration 91Q: 3 clusters Score -8477778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8477784.000000 Penalty: 3598.212646
	Iteration 92Q: 3 clusters Score -8477784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8477781.000000 Penalty: 3598.212646
	Iteration 93Q: 3 clusters Score -8477781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8477777.000000 Penalty: 3598.212646
	Iteration 94Q: 3 clusters Score -8477777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8477780.000000 Penalty: 3598.212646
	Iteration 95Q: 3 clusters Score -8477780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8477776.000000 Penalty: 3598.212646
	Iteration 96Q: 3 clusters Score -8477776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8477776.000000 Penalty: 3598.212646
	Iteration 97Q: 3 clusters Score -8477776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8477773.000000 Penalty: 3598.212646
	Iteration 98Q: 3 clusters Score -8477773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8477767.000000 Penalty: 3598.212646
	Iteration 99Q: 3 clusters Score -8477767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8477770.000000 Penalty: 3598.212646
	Iteration 100F: 3 clusters Score -8477770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8477773.000000 Penalty: 3598.212646
	Iteration 101Q: 3 clusters Score -8477773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8477776.000000 Penalty: 3598.212646
	Iteration 102Q: 3 clusters Score -8477776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8477774.000000 Penalty: 3598.212646
	Iteration 103Q: 3 clusters Score -8477774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8477774.000000 Penalty: 3598.212646
	Iteration 104F: 3 clusters Score -8477774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Entering Unmasked Estep 
Score: -1510485.000000 Penalty: 1536.312012
	Iteration 0F: 2 clusters Score -1510485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1501550.375000 Penalty: 3072.624023
	Iteration 0F: 3 clusters Score -1501550 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1504598.375000 Penalty: 3072.624023
	Iteration 1F: 3 clusters Score -1504598 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1505177.000000 Penalty: 3072.624023
	Iteration 2F: 3 clusters Score -1505177 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1505952.500000 Penalty: 3072.624023
	Iteration 3F: 3 clusters Score -1505952 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1506822.875000 Penalty: 3072.624023
	Iteration 4F: 3 clusters Score -1506823 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1507611.750000 Penalty: 3072.624023
	Iteration 5F: 3 clusters Score -1507612 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1508261.250000 Penalty: 3072.624023
	Iteration 6F: 3 clusters Score -1508261 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1508805.250000 Penalty: 3072.624023
	Iteration 7F: 3 clusters Score -1508805 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1509217.250000 Penalty: 3072.624023
	Iteration 8Q: 3 clusters Score -1509217 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1509528.250000 Penalty: 3072.624023
	Iteration 9Q: 3 clusters Score -1509528 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1509734.625000 Penalty: 3072.624023
	Iteration 10Q: 3 clusters Score -1509735 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1509866.875000 Penalty: 3072.624023
	Iteration 11Q: 3 clusters Score -1509867 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1509952.125000 Penalty: 3072.624023
	Iteration 12Q: 3 clusters Score -1509952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1510014.500000 Penalty: 3072.624023
	Iteration 13Q: 3 clusters Score -1510014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1510056.000000 Penalty: 3072.624023
	Iteration 14Q: 3 clusters Score -1510056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1510081.875000 Penalty: 3072.624023
	Iteration 15Q: 3 clusters Score -1510082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1510108.625000 Penalty: 3072.624023
	Iteration 16Q: 3 clusters Score -1510109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1510129.750000 Penalty: 3072.624023
	Iteration 17Q: 3 clusters Score -1510130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1510142.000000 Penalty: 3072.624023
	Iteration 18Q: 3 clusters Score -1510142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1510145.500000 Penalty: 3072.624023
	Iteration 19Q: 3 clusters Score -1510146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1510148.750000 Penalty: 3072.624023
	Iteration 20F: 3 clusters Score -1510149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1510154.000000 Penalty: 3072.624023
	Iteration 21Q: 3 clusters Score -1510154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1510153.625000 Penalty: 3072.624023
	Iteration 22Q: 3 clusters Score -1510154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1510155.375000 Penalty: 3072.624023
	Iteration 23Q: 3 clusters Score -1510155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1510158.125000 Penalty: 3072.624023
	Iteration 24Q: 3 clusters Score -1510158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1510158.500000 Penalty: 3072.624023
	Iteration 25Q: 3 clusters Score -1510158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1510162.250000 Penalty: 3072.624023
	Iteration 26Q: 3 clusters Score -1510162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1510161.625000 Penalty: 3072.624023
	Iteration 27Q: 3 clusters Score -1510162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1510161.625000 Penalty: 3072.624023
	Iteration 28F: 3 clusters Score -1510162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Entering Unmasked Estep 
Score: -9935382.000000 Penalty: 1823.457275
	Iteration 0F: 2 clusters Score -9935382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -9887701.000000 Penalty: 3646.914551
	Iteration 0F: 3 clusters Score -9887701 nChanged 35430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -9907922.000000 Penalty: 3646.914551
	Iteration 1F: 3 clusters Score -9907922 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9908564.000000 Penalty: 3646.914551
	Iteration 2Q: 3 clusters Score -9908564 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -9909268.000000 Penalty: 3646.914551
	Iteration 3Q: 3 clusters Score -9909268 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -9909996.000000 Penalty: 3646.914551
	Iteration 4Q: 3 clusters Score -9909996 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -9910964.000000 Penalty: 3646.914551
	Iteration 5Q: 3 clusters Score -9910964 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9912412.000000 Penalty: 3646.914551
	Iteration 6Q: 3 clusters Score -9912412 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -9915030.000000 Penalty: 3646.914551
	Iteration 7F: 3 clusters Score -9915030 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -9919384.000000 Penalty: 3646.914551
	Iteration 8F: 3 clusters Score -9919384 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -9925160.000000 Penalty: 3646.914551
	Iteration 9F: 3 clusters Score -9925160 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -9928967.000000 Penalty: 3646.914551
	Iteration 10F: 3 clusters Score -9928967 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -9930611.000000 Penalty: 3646.914551
	Iteration 11Q: 3 clusters Score -9930611 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9931631.000000 Penalty: 3646.914551
	Iteration 12Q: 3 clusters Score -9931631 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -9932470.000000 Penalty: 3646.914551
	Iteration 13Q: 3 clusters Score -9932470 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -9932997.000000 Penalty: 3646.914551
	Iteration 14Q: 3 clusters Score -9932997 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -9933375.000000 Penalty: 3646.914551
	Iteration 15Q: 3 clusters Score -9933375 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -9933638.000000 Penalty: 3646.914551
	Iteration 16Q: 3 clusters Score -9933638 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -9933823.000000 Penalty: 3646.914551
	Iteration 17Q: 3 clusters Score -9933823 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -9933995.000000 Penalty: 3646.914551
	Iteration 18Q: 3 clusters Score -9933995 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -9934083.000000 Penalty: 3646.914551
	Iteration 19Q: 3 clusters Score -9934083 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -9934106.000000 Penalty: 3646.914551
	Iteration 20F: 3 clusters Score -9934106 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -9934145.000000 Penalty: 3646.914551
	Iteration 21Q: 3 clusters Score -9934145 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -9934205.000000 Penalty: 3646.914551
	Iteration 22Q: 3 clusters Score -9934205 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -9934232.000000 Penalty: 3646.914551
	Iteration 23Q: 3 clusters Score -9934232 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -9934269.000000 Penalty: 3646.914551
	Iteration 24Q: 3 clusters Score -9934269 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -9934299.000000 Penalty: 3646.914551
	Iteration 25Q: 3 clusters Score -9934299 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -9934269.000000 Penalty: 3646.914551
	Iteration 26Q: 3 clusters Score -9934269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -9934274.000000 Penalty: 3646.914551
	Iteration 27Q: 3 clusters Score -9934274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9934267.000000 Penalty: 3646.914551
	Iteration 28Q: 3 clusters Score -9934267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -9934283.000000 Penalty: 3646.914551
	Iteration 29Q: 3 clusters Score -9934283 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -9934259.000000 Penalty: 3646.914551
	Iteration 30Q: 3 clusters Score -9934259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -9934242.000000 Penalty: 3646.914551
	Iteration 31Q: 3 clusters Score -9934242 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -9934247.000000 Penalty: 3646.914551
	Iteration 32Q: 3 clusters Score -9934247 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -9934312.000000 Penalty: 3646.914551
	Iteration 33Q: 3 clusters Score -9934312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -9934310.000000 Penalty: 3646.914551
	Iteration 34Q: 3 clusters Score -9934310 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -9934336.000000 Penalty: 3646.914551
	Iteration 35Q: 3 clusters Score -9934336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -9934356.000000 Penalty: 3646.914551
	Iteration 36Q: 3 clusters Score -9934356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -9934361.000000 Penalty: 3646.914551
	Iteration 37Q: 3 clusters Score -9934361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -9934352.000000 Penalty: 3646.914551
	Iteration 38Q: 3 clusters Score -9934352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -9934374.000000 Penalty: 3646.914551
	Iteration 39Q: 3 clusters Score -9934374 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -9934361.000000 Penalty: 3646.914551
	Iteration 40F: 3 clusters Score -9934361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -9934355.000000 Penalty: 3646.914551
	Iteration 41Q: 3 clusters Score -9934355 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -9934380.000000 Penalty: 3646.914551
	Iteration 42Q: 3 clusters Score -9934380 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -9934402.000000 Penalty: 3646.914551
	Iteration 43Q: 3 clusters Score -9934402 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -9934457.000000 Penalty: 3646.914551
	Iteration 44Q: 3 clusters Score -9934457 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -9934476.000000 Penalty: 3646.914551
	Iteration 45Q: 3 clusters Score -9934476 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -9934464.000000 Penalty: 3646.914551
	Iteration 46Q: 3 clusters Score -9934464 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -9934460.000000 Penalty: 3646.914551
	Iteration 47Q: 3 clusters Score -9934460 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -9934465.000000 Penalty: 3646.914551
	Iteration 48Q: 3 clusters Score -9934465 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -9934469.000000 Penalty: 3646.914551
	Iteration 49Q: 3 clusters Score -9934469 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9934504.000000 Penalty: 3646.914551
	Iteration 50Q: 3 clusters Score -9934504 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -9934487.000000 Penalty: 3646.914551
	Iteration 51Q: 3 clusters Score -9934487 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -9934500.000000 Penalty: 3646.914551
	Iteration 52Q: 3 clusters Score -9934500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -9934511.000000 Penalty: 3646.914551
	Iteration 53Q: 3 clusters Score -9934511 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -9934544.000000 Penalty: 3646.914551
	Iteration 54Q: 3 clusters Score -9934544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9934533.000000 Penalty: 3646.914551
	Iteration 55Q: 3 clusters Score -9934533 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -9934534.000000 Penalty: 3646.914551
	Iteration 56Q: 3 clusters Score -9934534 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9934528.000000 Penalty: 3646.914551
	Iteration 57Q: 3 clusters Score -9934528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -9934513.000000 Penalty: 3646.914551
	Iteration 58Q: 3 clusters Score -9934513 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -9934482.000000 Penalty: 3646.914551
	Iteration 59Q: 3 clusters Score -9934482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -9934510.000000 Penalty: 3646.914551
	Iteration 60F: 3 clusters Score -9934510 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9934503.000000 Penalty: 3646.914551
	Iteration 61Q: 3 clusters Score -9934503 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9934558.000000 Penalty: 3646.914551
	Iteration 62Q: 3 clusters Score -9934558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -9934555.000000 Penalty: 3646.914551
	Iteration 63Q: 3 clusters Score -9934555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -9934550.000000 Penalty: 3646.914551
	Iteration 64Q: 3 clusters Score -9934550 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -9934569.000000 Penalty: 3646.914551
	Iteration 65Q: 3 clusters Score -9934569 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9934544.000000 Penalty: 3646.914551
	Iteration 66Q: 3 clusters Score -9934544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -9934554.000000 Penalty: 3646.914551
	Iteration 67Q: 3 clusters Score -9934554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -9934593.000000 Penalty: 3646.914551
	Iteration 68Q: 3 clusters Score -9934593 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9934595.000000 Penalty: 3646.914551
	Iteration 69Q: 3 clusters Score -9934595 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -9934594.000000 Penalty: 3646.914551
	Iteration 70Q: 3 clusters Score -9934594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -9934589.000000 Penalty: 3646.914551
	Iteration 71Q: 3 clusters Score -9934589 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -9934567.000000 Penalty: 3646.914551
	Iteration 72Q: 3 clusters Score -9934567 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -9934577.000000 Penalty: 3646.914551
	Iteration 73Q: 3 clusters Score -9934577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -9934576.000000 Penalty: 3646.914551
	Iteration 74Q: 3 clusters Score -9934576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -9934586.000000 Penalty: 3646.914551
	Iteration 75Q: 3 clusters Score -9934586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9934589.000000 Penalty: 3646.914551
	Iteration 76Q: 3 clusters Score -9934589 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -9934601.000000 Penalty: 3646.914551
	Iteration 77Q: 3 clusters Score -9934601 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -9934591.000000 Penalty: 3646.914551
	Iteration 78Q: 3 clusters Score -9934591 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -9934608.000000 Penalty: 3646.914551
	Iteration 79Q: 3 clusters Score -9934608 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -9934607.000000 Penalty: 3646.914551
	Iteration 80F: 3 clusters Score -9934607 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -9934604.000000 Penalty: 3646.914551
	Iteration 81Q: 3 clusters Score -9934604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -9934620.000000 Penalty: 3646.914551
	Iteration 82Q: 3 clusters Score -9934620 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -9934611.000000 Penalty: 3646.914551
	Iteration 83Q: 3 clusters Score -9934611 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -9934624.000000 Penalty: 3646.914551
	Iteration 84Q: 3 clusters Score -9934624 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -9934637.000000 Penalty: 3646.914551
	Iteration 85Q: 3 clusters Score -9934637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -9934647.000000 Penalty: 3646.914551
	Iteration 86Q: 3 clusters Score -9934647 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -9934668.000000 Penalty: 3646.914551
	Iteration 87Q: 3 clusters Score -9934668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -9934669.000000 Penalty: 3646.914551
	Iteration 88Q: 3 clusters Score -9934669 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -9934694.000000 Penalty: 3646.914551
	Iteration 89Q: 3 clusters Score -9934694 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -9934689.000000 Penalty: 3646.914551
	Iteration 90Q: 3 clusters Score -9934689 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -9934681.000000 Penalty: 3646.914551
	Iteration 91Q: 3 clusters Score -9934681 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -9934721.000000 Penalty: 3646.914551
	Iteration 92Q: 3 clusters Score -9934721 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -9934687.000000 Penalty: 3646.914551
	Iteration 93Q: 3 clusters Score -9934687 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -9934676.000000 Penalty: 3646.914551
	Iteration 94Q: 3 clusters Score -9934676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -9934660.000000 Penalty: 3646.914551
	Iteration 95Q: 3 clusters Score -9934660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -9934652.000000 Penalty: 3646.914551
	Iteration 96Q: 3 clusters Score -9934652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -9934634.000000 Penalty: 3646.914551
	Iteration 97Q: 3 clusters Score -9934634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -9934675.000000 Penalty: 3646.914551
	Iteration 98Q: 3 clusters Score -9934675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -9934642.000000 Penalty: 3646.914551
	Iteration 99Q: 3 clusters Score -9934642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -9934646.000000 Penalty: 3646.914551
	Iteration 100F: 3 clusters Score -9934646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -9934638.000000 Penalty: 3646.914551
	Iteration 101Q: 3 clusters Score -9934638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -9934641.000000 Penalty: 3646.914551
	Iteration 102Q: 3 clusters Score -9934641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -9934612.000000 Penalty: 3646.914551
	Iteration 103Q: 3 clusters Score -9934612 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -9934631.000000 Penalty: 3646.914551
	Iteration 104Q: 3 clusters Score -9934631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -9934647.000000 Penalty: 3646.914551
	Iteration 105Q: 3 clusters Score -9934647 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -9934647.000000 Penalty: 3646.914551
	Iteration 106Q: 3 clusters Score -9934647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -9934658.000000 Penalty: 3646.914551
	Iteration 107Q: 3 clusters Score -9934658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9934658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -9934681.000000 Penalty: 3646.914551
	Iteration 109Q: 3 clusters Score -9934681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -9934674.000000 Penalty: 3646.914551
	Iteration 110Q: 3 clusters Score -9934674 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9934647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -9934660.000000 Penalty: 3646.914551
	Iteration 112Q: 3 clusters Score -9934660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -9934653.000000 Penalty: 3646.914551
	Iteration 113Q: 3 clusters Score -9934653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -9934640.000000 Penalty: 3646.914551
	Iteration 114Q: 3 clusters Score -9934640 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -9934641.000000 Penalty: 3646.914551
	Iteration 115Q: 3 clusters Score -9934641 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -9934648.000000 Penalty: 3646.914551
	Iteration 116Q: 3 clusters Score -9934648 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18478 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9934642 nChanged 40
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Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9934654 nChanged 34
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Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9934659 nChanged 36
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Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9934665 nChanged 35
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Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9934666 nChanged 37
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Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9934663 nChanged 51
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Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9934665 nChanged 54
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Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9934671 nChanged 23
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Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9934671 nChanged 30
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Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9934665 nChanged 21
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Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9934672 nChanged 18
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Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9934681 nChanged 14
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Mstep: Class 1 contains 17514 members 
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Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9934661 nChanged 25
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Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9934671 nChanged 30
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Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 57265 members 
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Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 57325 members 
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Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 57360 members 
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Mstep: Class 1 contains 17285 members 
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Mstep: Class 1 contains 17238 members 
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Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 57536 members 
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Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 57626 members 
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Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 57679 members 
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	Iteration 160F: 3 clusters Score -9934646 nChanged 43
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Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 57722 members 
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Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 57770 members 
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	Iteration 162Q: 3 clusters Score -9934648 nChanged 38
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Mstep: Class 1 contains 16895 members 
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Mstep: Class 1 contains 16850 members 
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	Iteration 164Q: 3 clusters Score -9934665 nChanged 48
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Mstep: Class 1 contains 16802 members 
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Mstep: Class 1 contains 16742 members 
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Mstep: Class 1 contains 16600 members 
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Mstep: Class 1 contains 15890 members 
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	Iteration 203Q: 3 clusters Score -9934740 nChanged 65
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	Iteration 210Q: 3 clusters Score -9934716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -9934716.000000 Penalty: 3646.914551
	Iteration 211Q: 3 clusters Score -9934716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -9934698.000000 Penalty: 3646.914551
	Iteration 212Q: 3 clusters Score -9934698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -9934678.000000 Penalty: 3646.914551
	Iteration 213Q: 3 clusters Score -9934678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -9934689.000000 Penalty: 3646.914551
	Iteration 214Q: 3 clusters Score -9934689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -9934689.000000 Penalty: 3646.914551
	Iteration 215Q: 3 clusters Score -9934689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -9934682.000000 Penalty: 3646.914551
	Iteration 216Q: 3 clusters Score -9934682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -9934687.000000 Penalty: 3646.914551
	Iteration 217Q: 3 clusters Score -9934687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -9934671.000000 Penalty: 3646.914551
	Iteration 218Q: 3 clusters Score -9934671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -9934670.000000 Penalty: 3646.914551
	Iteration 219Q: 3 clusters Score -9934670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -9934668.000000 Penalty: 3646.914551
	Iteration 220F: 3 clusters Score -9934668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -9934667.000000 Penalty: 3646.914551
	Iteration 221Q: 3 clusters Score -9934667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -9934669.000000 Penalty: 3646.914551
	Iteration 222Q: 3 clusters Score -9934669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -9934654.000000 Penalty: 3646.914551
	Iteration 223Q: 3 clusters Score -9934654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -9934652.000000 Penalty: 3646.914551
	Iteration 224Q: 3 clusters Score -9934652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -9934657.000000 Penalty: 3646.914551
	Iteration 225Q: 3 clusters Score -9934657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -9934657.000000 Penalty: 3646.914551
	Iteration 226Q: 3 clusters Score -9934657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -9934648.000000 Penalty: 3646.914551
	Iteration 227Q: 3 clusters Score -9934648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -9934633.000000 Penalty: 3646.914551
	Iteration 228Q: 3 clusters Score -9934633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -9934640.000000 Penalty: 3646.914551
	Iteration 229Q: 3 clusters Score -9934640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -9934635.000000 Penalty: 3646.914551
	Iteration 230Q: 3 clusters Score -9934635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -9934623.000000 Penalty: 3646.914551
	Iteration 231Q: 3 clusters Score -9934623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -9934628.000000 Penalty: 3646.914551
	Iteration 232Q: 3 clusters Score -9934628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -9934606.000000 Penalty: 3646.914551
	Iteration 233Q: 3 clusters Score -9934606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -9934599.000000 Penalty: 3646.914551
	Iteration 234Q: 3 clusters Score -9934599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -9934603.000000 Penalty: 3646.914551
	Iteration 235Q: 3 clusters Score -9934603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -9934624.000000 Penalty: 3646.914551
	Iteration 236Q: 3 clusters Score -9934624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -9934644.000000 Penalty: 3646.914551
	Iteration 237Q: 3 clusters Score -9934644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -9934657.000000 Penalty: 3646.914551
	Iteration 238Q: 3 clusters Score -9934657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -9934672.000000 Penalty: 3646.914551
	Iteration 239Q: 3 clusters Score -9934672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -9934658.000000 Penalty: 3646.914551
	Iteration 240F: 3 clusters Score -9934658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -9934673.000000 Penalty: 3646.914551
	Iteration 241Q: 3 clusters Score -9934673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -9934679.000000 Penalty: 3646.914551
	Iteration 242Q: 3 clusters Score -9934679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -9934675.000000 Penalty: 3646.914551
	Iteration 243Q: 3 clusters Score -9934675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -9934666.000000 Penalty: 3646.914551
	Iteration 244Q: 3 clusters Score -9934666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -9934653.000000 Penalty: 3646.914551
	Iteration 245Q: 3 clusters Score -9934653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -9934662.000000 Penalty: 3646.914551
	Iteration 246Q: 3 clusters Score -9934662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
Score: -9934655.000000 Penalty: 3646.914551
	Iteration 247Q: 3 clusters Score -9934655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -9934654.000000 Penalty: 3646.914551
	Iteration 248Q: 3 clusters Score -9934654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -9934654.000000 Penalty: 3646.914551
	Iteration 249Q: 3 clusters Score -9934654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -9934650.000000 Penalty: 3646.914551
	Iteration 250Q: 3 clusters Score -9934650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -9934650.000000 Penalty: 3646.914551
	Iteration 251F: 3 clusters Score -9934650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (81356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Entering Unmasked Estep 
Score: -10754935.000000 Penalty: 1837.320923
	Iteration 0F: 2 clusters Score -1.075494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -10702766.000000 Penalty: 3674.641846
	Iteration 0F: 3 clusters Score -1.070277e+07 nChanged 38701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -10725788.000000 Penalty: 3674.641846
	Iteration 1F: 3 clusters Score -1.072579e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -10727062.000000 Penalty: 3674.641846
	Iteration 2Q: 3 clusters Score -1.072706e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -10728726.000000 Penalty: 3674.641846
	Iteration 3F: 3 clusters Score -1.072873e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -10730770.000000 Penalty: 3674.641846
	Iteration 4F: 3 clusters Score -1.073077e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -10733428.000000 Penalty: 3674.641846
	Iteration 5F: 3 clusters Score -1.073343e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -10736766.000000 Penalty: 3674.641846
	Iteration 6F: 3 clusters Score -1.073677e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -10740587.000000 Penalty: 3674.641846
	Iteration 7F: 3 clusters Score -1.074059e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -10744832.000000 Penalty: 3674.641846
	Iteration 8F: 3 clusters Score -1.074483e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -10748707.000000 Penalty: 3674.641846
	Iteration 9F: 3 clusters Score -1.074871e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -10751363.000000 Penalty: 3674.641846
	Iteration 10Q: 3 clusters Score -1.075136e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -10752609.000000 Penalty: 3674.641846
	Iteration 11Q: 3 clusters Score -1.075261e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -10753047.000000 Penalty: 3674.641846
	Iteration 12Q: 3 clusters Score -1.075305e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -10753260.000000 Penalty: 3674.641846
	Iteration 13Q: 3 clusters Score -1.075326e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -10753337.000000 Penalty: 3674.641846
	Iteration 14Q: 3 clusters Score -1.075334e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10753401.000000 Penalty: 3674.641846
	Iteration 15Q: 3 clusters Score -1.07534e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -10753413.000000 Penalty: 3674.641846
	Iteration 16Q: 3 clusters Score -1.075341e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -10753413.000000 Penalty: 3674.641846
	Iteration 17Q: 3 clusters Score -1.075341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -10753415.000000 Penalty: 3674.641846
	Iteration 18Q: 3 clusters Score -1.075342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -10753425.000000 Penalty: 3674.641846
	Iteration 19Q: 3 clusters Score -1.075342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -10753422.000000 Penalty: 3674.641846
	Iteration 20F: 3 clusters Score -1.075342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -10753427.000000 Penalty: 3674.641846
	Iteration 21Q: 3 clusters Score -1.075343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10753437.000000 Penalty: 3674.641846
	Iteration 22Q: 3 clusters Score -1.075344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -10753429.000000 Penalty: 3674.641846
	Iteration 23Q: 3 clusters Score -1.075343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -10753428.000000 Penalty: 3674.641846
	Iteration 24Q: 3 clusters Score -1.075343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -10753430.000000 Penalty: 3674.641846
	Iteration 25Q: 3 clusters Score -1.075343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -10753439.000000 Penalty: 3674.641846
	Iteration 26Q: 3 clusters Score -1.075344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -10753439.000000 Penalty: 3674.641846
	Iteration 27F: 3 clusters Score -1.075344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -247192.203125 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -247192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -245187.156250 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -245187.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -245653.859375 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -245653.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -245807.828125 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -245807.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -245915.203125 Penalty: 2454.647705
	Iteration 3F: 3 clusters Score -245915.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -245989.812500 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -245989.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246026.296875 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -246026.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -246054.453125 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -246054.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -246075.609375 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -246075.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -246096.593750 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -246096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246113.593750 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -246113.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -246131.250000 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -246131.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -246150.265625 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -246150.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -246169.968750 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -246170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -246184.500000 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -246184.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -246203.703125 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -246203.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -246215.328125 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -246215.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -246224.625000 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -246224.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -246235.171875 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -246235.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -246246.531250 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -246246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -246252.546875 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -246252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -246265.531250 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -246265.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -246280.390625 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -246280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -246292.265625 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -246292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -246297.281250 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -246297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -246301.984375 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -246302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -246305.375000 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -246305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -246308.921875 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -246308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -246310.375000 Penalty: 2454.647705
	Iteration 27Q: 3 clusters Score -246310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -246311.468750 Penalty: 2454.647705
	Iteration 28Q: 3 clusters Score -246311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -246311.468750 Penalty: 2454.647705
	Iteration 29F: 3 clusters Score -246311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -357413.625000 Penalty: 1289.997437
	Iteration 0F: 2 clusters Score -357413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -354840.750000 Penalty: 2579.994873
	Iteration 0F: 3 clusters Score -354840.8 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -355456.468750 Penalty: 2579.994873
	Iteration 1F: 3 clusters Score -355456.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355594.531250 Penalty: 2579.994873
	Iteration 2F: 3 clusters Score -355594.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -355687.625000 Penalty: 2579.994873
	Iteration 3F: 3 clusters Score -355687.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -355756.718750 Penalty: 2579.994873
	Iteration 4Q: 3 clusters Score -355756.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -355811.843750 Penalty: 2579.994873
	Iteration 5Q: 3 clusters Score -355811.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -355862.406250 Penalty: 2579.994873
	Iteration 6Q: 3 clusters Score -355862.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -355899.312500 Penalty: 2579.994873
	Iteration 7Q: 3 clusters Score -355899.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -355938.031250 Penalty: 2579.994873
	Iteration 8Q: 3 clusters Score -355938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -355966.593750 Penalty: 2579.994873
	Iteration 9Q: 3 clusters Score -355966.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -355988.437500 Penalty: 2579.994873
	Iteration 10Q: 3 clusters Score -355988.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -356010.843750 Penalty: 2579.994873
	Iteration 11Q: 3 clusters Score -356010.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -356025.281250 Penalty: 2579.994873
	Iteration 12Q: 3 clusters Score -356025.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -356042.375000 Penalty: 2579.994873
	Iteration 13Q: 3 clusters Score -356042.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -356055.968750 Penalty: 2579.994873
	Iteration 14Q: 3 clusters Score -356056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -356070.406250 Penalty: 2579.994873
	Iteration 15Q: 3 clusters Score -356070.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -356083.468750 Penalty: 2579.994873
	Iteration 16Q: 3 clusters Score -356083.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -356093.406250 Penalty: 2579.994873
	Iteration 17Q: 3 clusters Score -356093.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -356105.718750 Penalty: 2579.994873
	Iteration 18Q: 3 clusters Score -356105.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -356114.968750 Penalty: 2579.994873
	Iteration 19Q: 3 clusters Score -356115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -356122.656250 Penalty: 2579.994873
	Iteration 20F: 3 clusters Score -356122.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -356129.875000 Penalty: 2579.994873
	Iteration 21Q: 3 clusters Score -356129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -356134.937500 Penalty: 2579.994873
	Iteration 22Q: 3 clusters Score -356134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -356138.406250 Penalty: 2579.994873
	Iteration 23Q: 3 clusters Score -356138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -356140.875000 Penalty: 2579.994873
	Iteration 24Q: 3 clusters Score -356140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -356144.250000 Penalty: 2579.994873
	Iteration 25Q: 3 clusters Score -356144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -356152.218750 Penalty: 2579.994873
	Iteration 26Q: 3 clusters Score -356152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -356155.937500 Penalty: 2579.994873
	Iteration 27Q: 3 clusters Score -356155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -356160.656250 Penalty: 2579.994873
	Iteration 28Q: 3 clusters Score -356160.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -356166.250000 Penalty: 2579.994873
	Iteration 29Q: 3 clusters Score -356166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -356170.250000 Penalty: 2579.994873
	Iteration 30Q: 3 clusters Score -356170.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -356175.531250 Penalty: 2579.994873
	Iteration 31Q: 3 clusters Score -356175.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -356183.750000 Penalty: 2579.994873
	Iteration 32Q: 3 clusters Score -356183.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -356190.250000 Penalty: 2579.994873
	Iteration 33Q: 3 clusters Score -356190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -356196.062500 Penalty: 2579.994873
	Iteration 34Q: 3 clusters Score -356196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -356199.375000 Penalty: 2579.994873
	Iteration 35Q: 3 clusters Score -356199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -356200.968750 Penalty: 2579.994873
	Iteration 36Q: 3 clusters Score -356201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -356204.656250 Penalty: 2579.994873
	Iteration 37Q: 3 clusters Score -356204.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -356209.468750 Penalty: 2579.994873
	Iteration 38Q: 3 clusters Score -356209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -356211.437500 Penalty: 2579.994873
	Iteration 39Q: 3 clusters Score -356211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -356213.875000 Penalty: 2579.994873
	Iteration 40F: 3 clusters Score -356213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -356215.156250 Penalty: 2579.994873
	Iteration 41Q: 3 clusters Score -356215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -356217.500000 Penalty: 2579.994873
	Iteration 42Q: 3 clusters Score -356217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -356218.437500 Penalty: 2579.994873
	Iteration 43Q: 3 clusters Score -356218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -356219.656250 Penalty: 2579.994873
	Iteration 44Q: 3 clusters Score -356219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -356220.750000 Penalty: 2579.994873
	Iteration 45Q: 3 clusters Score -356220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -356221.531250 Penalty: 2579.994873
	Iteration 46Q: 3 clusters Score -356221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -356222.812500 Penalty: 2579.994873
	Iteration 47Q: 3 clusters Score -356222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -356225.906250 Penalty: 2579.994873
	Iteration 48Q: 3 clusters Score -356225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -356227.750000 Penalty: 2579.994873
	Iteration 49Q: 3 clusters Score -356227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -356228.125000 Penalty: 2579.994873
	Iteration 50Q: 3 clusters Score -356228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -356228.468750 Penalty: 2579.994873
	Iteration 51Q: 3 clusters Score -356228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -356229.218750 Penalty: 2579.994873
	Iteration 52Q: 3 clusters Score -356229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -356228.812500 Penalty: 2579.994873
	Iteration 53Q: 3 clusters Score -356228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -356228.812500 Penalty: 2579.994873
	Iteration 54F: 3 clusters Score -356228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -170268.671875 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -170268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -168509.187500 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -168509.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168956.671875 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -168956.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -169133.046875 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -169133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -169260.062500 Penalty: 2377.446045
	Iteration 3F: 3 clusters Score -169260.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -169353.015625 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -169353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -169434.625000 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -169434.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -169491.296875 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -169491.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -169543.515625 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -169543.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -169591.781250 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -169591.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -169633.921875 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -169633.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -169664.625000 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -169664.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -169681.703125 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -169681.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -169692.171875 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -169692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -169703.343750 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -169703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -169714.015625 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -169714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -169725.265625 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -169725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169732.000000 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -169732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169738.984375 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -169739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169748.484375 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -169748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169750.328125 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -169750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169760.531250 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -169760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -169768.234375 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -169768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169777.609375 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -169777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -169791.437500 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -169791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -169805.375000 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -169805.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -169817.125000 Penalty: 2377.446045
	Iteration 25Q: 3 clusters Score -169817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -169823.031250 Penalty: 2377.446045
	Iteration 26Q: 3 clusters Score -169823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -169825.234375 Penalty: 2377.446045
	Iteration 27Q: 3 clusters Score -169825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -169825.906250 Penalty: 2377.446045
	Iteration 28Q: 3 clusters Score -169825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -169825.906250 Penalty: 2377.446045
	Iteration 29F: 3 clusters Score -169825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (117581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Entering Unmasked Estep 
Score: -15459183.000000 Penalty: 1897.168457
	Iteration 0F: 2 clusters Score -1.545918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -15402834.000000 Penalty: 3794.336914
	Iteration 0F: 3 clusters Score -1.540283e+07 nChanged 56411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -15436339.000000 Penalty: 3794.336914
	Iteration 1F: 3 clusters Score -1.543634e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -15437494.000000 Penalty: 3794.336914
	Iteration 2Q: 3 clusters Score -1.543749e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -15439393.000000 Penalty: 3794.336914
	Iteration 3Q: 3 clusters Score -1.543939e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -15441865.000000 Penalty: 3794.336914
	Iteration 4F: 3 clusters Score -1.544186e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -15445848.000000 Penalty: 3794.336914
	Iteration 5F: 3 clusters Score -1.544585e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -15452230.000000 Penalty: 3794.336914
	Iteration 6F: 3 clusters Score -1.545223e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -15458613.000000 Penalty: 3794.336914
	Iteration 7F: 3 clusters Score -1.545861e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -15461858.000000 Penalty: 3794.336914
	Iteration 8F: 3 clusters Score -1.546186e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -15463417.000000 Penalty: 3794.336914
	Iteration 9Q: 3 clusters Score -1.546342e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -15464878.000000 Penalty: 3794.336914
	Iteration 10Q: 3 clusters Score -1.546488e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -15466209.000000 Penalty: 3794.336914
	Iteration 11Q: 3 clusters Score -1.546621e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -15467543.000000 Penalty: 3794.336914
	Iteration 12Q: 3 clusters Score -1.546754e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -15468865.000000 Penalty: 3794.336914
	Iteration 13Q: 3 clusters Score -1.546886e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -15470118.000000 Penalty: 3794.336914
	Iteration 14Q: 3 clusters Score -1.547012e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -15470985.000000 Penalty: 3794.336914
	Iteration 15Q: 3 clusters Score -1.547098e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -15471704.000000 Penalty: 3794.336914
	Iteration 16Q: 3 clusters Score -1.54717e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -15472211.000000 Penalty: 3794.336914
	Iteration 17Q: 3 clusters Score -1.547221e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -15472526.000000 Penalty: 3794.336914
	Iteration 18Q: 3 clusters Score -1.547253e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -15472705.000000 Penalty: 3794.336914
	Iteration 19Q: 3 clusters Score -1.54727e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -15472886.000000 Penalty: 3794.336914
	Iteration 20F: 3 clusters Score -1.547289e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -15472994.000000 Penalty: 3794.336914
	Iteration 21Q: 3 clusters Score -1.547299e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -15473050.000000 Penalty: 3794.336914
	Iteration 22Q: 3 clusters Score -1.547305e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -15473117.000000 Penalty: 3794.336914
	Iteration 23Q: 3 clusters Score -1.547312e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -15473129.000000 Penalty: 3794.336914
	Iteration 24Q: 3 clusters Score -1.547313e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -15473158.000000 Penalty: 3794.336914
	Iteration 25Q: 3 clusters Score -1.547316e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -15473121.000000 Penalty: 3794.336914
	Iteration 26Q: 3 clusters Score -1.547312e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -15473145.000000 Penalty: 3794.336914
	Iteration 27Q: 3 clusters Score -1.547314e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -15473105.000000 Penalty: 3794.336914
	Iteration 28Q: 3 clusters Score -1.54731e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -15473106.000000 Penalty: 3794.336914
	Iteration 29Q: 3 clusters Score -1.547311e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -15473113.000000 Penalty: 3794.336914
	Iteration 30Q: 3 clusters Score -1.547311e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -15473102.000000 Penalty: 3794.336914
	Iteration 31Q: 3 clusters Score -1.54731e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -15473075.000000 Penalty: 3794.336914
	Iteration 32Q: 3 clusters Score -1.547308e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -15473081.000000 Penalty: 3794.336914
	Iteration 33Q: 3 clusters Score -1.547308e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -15473097.000000 Penalty: 3794.336914
	Iteration 34Q: 3 clusters Score -1.54731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -15473093.000000 Penalty: 3794.336914
	Iteration 35Q: 3 clusters Score -1.547309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -15473094.000000 Penalty: 3794.336914
	Iteration 36Q: 3 clusters Score -1.547309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -15473110.000000 Penalty: 3794.336914
	Iteration 37Q: 3 clusters Score -1.547311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -15473092.000000 Penalty: 3794.336914
	Iteration 38Q: 3 clusters Score -1.547309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -15473088.000000 Penalty: 3794.336914
	Iteration 39Q: 3 clusters Score -1.547309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -15473065.000000 Penalty: 3794.336914
	Iteration 40F: 3 clusters Score -1.547306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -15473056.000000 Penalty: 3794.336914
	Iteration 41Q: 3 clusters Score -1.547306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -15473054.000000 Penalty: 3794.336914
	Iteration 42Q: 3 clusters Score -1.547305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -15473045.000000 Penalty: 3794.336914
	Iteration 43Q: 3 clusters Score -1.547304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -15473058.000000 Penalty: 3794.336914
	Iteration 44Q: 3 clusters Score -1.547306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -15473063.000000 Penalty: 3794.336914
	Iteration 45Q: 3 clusters Score -1.547306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -15473064.000000 Penalty: 3794.336914
	Iteration 46Q: 3 clusters Score -1.547306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -15473055.000000 Penalty: 3794.336914
	Iteration 47Q: 3 clusters Score -1.547306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -15473060.000000 Penalty: 3794.336914
	Iteration 48Q: 3 clusters Score -1.547306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -15473072.000000 Penalty: 3794.336914
	Iteration 49Q: 3 clusters Score -1.547307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -15473063.000000 Penalty: 3794.336914
	Iteration 50Q: 3 clusters Score -1.547306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -15473064.000000 Penalty: 3794.336914
	Iteration 51Q: 3 clusters Score -1.547306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -15473060.000000 Penalty: 3794.336914
	Iteration 52Q: 3 clusters Score -1.547306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -15473066.000000 Penalty: 3794.336914
	Iteration 53Q: 3 clusters Score -1.547307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -15473060.000000 Penalty: 3794.336914
	Iteration 54Q: 3 clusters Score -1.547306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -15473055.000000 Penalty: 3794.336914
	Iteration 55Q: 3 clusters Score -1.547306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -15473067.000000 Penalty: 3794.336914
	Iteration 56Q: 3 clusters Score -1.547307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -15473064.000000 Penalty: 3794.336914
	Iteration 57Q: 3 clusters Score -1.547306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -15473062.000000 Penalty: 3794.336914
	Iteration 58Q: 3 clusters Score -1.547306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -15473062.000000 Penalty: 3794.336914
	Iteration 59F: 3 clusters Score -1.547306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 50815 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 8361 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 70066 members 
Mstep: Class 10 contains 73214 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 92051 members 
Mstep: Class 13 contains 27870 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 80521 members 
Mstep: Class 22 contains 39772 members 
Mstep: Class 23 contains 20539 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78162 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 64307 members 
Mstep: Class 30 contains 12762 members 
Mstep: Class 31 contains 74703 members 
Mstep: Class 32 contains 81356 members 
Mstep: Class 33 contains 1906 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 55584 members 
Mstep: Class 37 contains 11049 members 
Mstep: Class 38 contains 61997 members 
Entering Unmasked Estep 
Score: -127782056.000000 Penalty: 85314.296875
Splitting cluster 36 changes total score from -127769184.000000 to -127782056.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 37 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -1459297.875000 Penalty: 1512.890381
	Iteration 0F: 2 clusters Score -1459298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1451424.875000 Penalty: 3025.780762
	Iteration 0F: 3 clusters Score -1451425 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1453908.250000 Penalty: 3025.780762
	Iteration 1F: 3 clusters Score -1453908 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1454111.875000 Penalty: 3025.780762
	Iteration 2F: 3 clusters Score -1454112 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1454260.625000 Penalty: 3025.780762
	Iteration 3Q: 3 clusters Score -1454261 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1454384.875000 Penalty: 3025.780762
	Iteration 4Q: 3 clusters Score -1454385 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1454525.875000 Penalty: 3025.780762
	Iteration 5Q: 3 clusters Score -1454526 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1454679.250000 Penalty: 3025.780762
	Iteration 6Q: 3 clusters Score -1454679 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1454884.750000 Penalty: 3025.780762
	Iteration 7Q: 3 clusters Score -1454885 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1455123.875000 Penalty: 3025.780762
	Iteration 8Q: 3 clusters Score -1455124 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1455383.625000 Penalty: 3025.780762
	Iteration 9Q: 3 clusters Score -1455384 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1455644.750000 Penalty: 3025.780762
	Iteration 10Q: 3 clusters Score -1455645 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1455892.625000 Penalty: 3025.780762
	Iteration 11Q: 3 clusters Score -1455893 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1456173.375000 Penalty: 3025.780762
	Iteration 12Q: 3 clusters Score -1456173 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1456469.125000 Penalty: 3025.780762
	Iteration 13Q: 3 clusters Score -1456469 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1456751.500000 Penalty: 3025.780762
	Iteration 14Q: 3 clusters Score -1456752 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1456977.875000 Penalty: 3025.780762
	Iteration 15Q: 3 clusters Score -1456978 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1457169.250000 Penalty: 3025.780762
	Iteration 16Q: 3 clusters Score -1457169 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1457313.125000 Penalty: 3025.780762
	Iteration 17Q: 3 clusters Score -1457313 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1457444.125000 Penalty: 3025.780762
	Iteration 18Q: 3 clusters Score -1457444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1457533.625000 Penalty: 3025.780762
	Iteration 19Q: 3 clusters Score -1457534 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1457623.375000 Penalty: 3025.780762
	Iteration 20F: 3 clusters Score -1457623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1457703.250000 Penalty: 3025.780762
	Iteration 21Q: 3 clusters Score -1457703 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1457749.000000 Penalty: 3025.780762
	Iteration 22Q: 3 clusters Score -1457749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1457782.875000 Penalty: 3025.780762
	Iteration 23Q: 3 clusters Score -1457783 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1457810.125000 Penalty: 3025.780762
	Iteration 24Q: 3 clusters Score -1457810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1457832.625000 Penalty: 3025.780762
	Iteration 25Q: 3 clusters Score -1457833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1457849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1457868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1457878.750000 Penalty: 3025.780762
	Iteration 28Q: 3 clusters Score -1457879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1457894.500000 Penalty: 3025.780762
	Iteration 29Q: 3 clusters Score -1457894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1457906.000000 Penalty: 3025.780762
	Iteration 30Q: 3 clusters Score -1457906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1457924.750000 Penalty: 3025.780762
	Iteration 31Q: 3 clusters Score -1457925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1457940.375000 Penalty: 3025.780762
	Iteration 32Q: 3 clusters Score -1457940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1457949.375000 Penalty: 3025.780762
	Iteration 33Q: 3 clusters Score -1457949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1457965.375000 Penalty: 3025.780762
	Iteration 34Q: 3 clusters Score -1457965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1457974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1457980.375000 Penalty: 3025.780762
	Iteration 36Q: 3 clusters Score -1457980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1457985.500000 Penalty: 3025.780762
	Iteration 37Q: 3 clusters Score -1457986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1457990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1458001.750000 Penalty: 3025.780762
	Iteration 39Q: 3 clusters Score -1458002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1458007.000000 Penalty: 3025.780762
	Iteration 40F: 3 clusters Score -1458007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1458010.250000 Penalty: 3025.780762
	Iteration 41Q: 3 clusters Score -1458010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1458011.625000 Penalty: 3025.780762
	Iteration 42Q: 3 clusters Score -1458012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1458012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1458018.500000 Penalty: 3025.780762
	Iteration 44Q: 3 clusters Score -1458018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1458023.250000 Penalty: 3025.780762
	Iteration 45Q: 3 clusters Score -1458023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1458029.250000 Penalty: 3025.780762
	Iteration 46Q: 3 clusters Score -1458029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1458034.000000 Penalty: 3025.780762
	Iteration 47Q: 3 clusters Score -1458034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1458042.000000 Penalty: 3025.780762
	Iteration 48Q: 3 clusters Score -1458042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1458043.625000 Penalty: 3025.780762
	Iteration 49Q: 3 clusters Score -1458044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1458052.750000 Penalty: 3025.780762
	Iteration 50Q: 3 clusters Score -1458053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1458065.125000 Penalty: 3025.780762
	Iteration 51Q: 3 clusters Score -1458065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1458072.750000 Penalty: 3025.780762
	Iteration 52Q: 3 clusters Score -1458073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1458083.000000 Penalty: 3025.780762
	Iteration 53Q: 3 clusters Score -1458083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1458093.875000 Penalty: 3025.780762
	Iteration 54Q: 3 clusters Score -1458094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1458101.875000 Penalty: 3025.780762
	Iteration 55Q: 3 clusters Score -1458102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1458107.500000 Penalty: 3025.780762
	Iteration 56Q: 3 clusters Score -1458108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1458109.250000 Penalty: 3025.780762
	Iteration 57Q: 3 clusters Score -1458109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1458112.875000 Penalty: 3025.780762
	Iteration 58Q: 3 clusters Score -1458113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1458115.375000 Penalty: 3025.780762
	Iteration 59Q: 3 clusters Score -1458115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1458120.500000 Penalty: 3025.780762
	Iteration 60F: 3 clusters Score -1458120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1458122.875000 Penalty: 3025.780762
	Iteration 61Q: 3 clusters Score -1458123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1458126.125000 Penalty: 3025.780762
	Iteration 62Q: 3 clusters Score -1458126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1458133.250000 Penalty: 3025.780762
	Iteration 63Q: 3 clusters Score -1458133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1458139.875000 Penalty: 3025.780762
	Iteration 64Q: 3 clusters Score -1458140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1458140.375000 Penalty: 3025.780762
	Iteration 65Q: 3 clusters Score -1458140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1458145.000000 Penalty: 3025.780762
	Iteration 66Q: 3 clusters Score -1458145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1458151.000000 Penalty: 3025.780762
	Iteration 67Q: 3 clusters Score -1458151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1458154.875000 Penalty: 3025.780762
	Iteration 68Q: 3 clusters Score -1458155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1458160.125000 Penalty: 3025.780762
	Iteration 69Q: 3 clusters Score -1458160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1458164.250000 Penalty: 3025.780762
	Iteration 70Q: 3 clusters Score -1458164 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1458167.375000 Penalty: 3025.780762
	Iteration 71Q: 3 clusters Score -1458167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1458172.125000 Penalty: 3025.780762
	Iteration 72Q: 3 clusters Score -1458172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1458174.250000 Penalty: 3025.780762
	Iteration 73Q: 3 clusters Score -1458174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1458179.250000 Penalty: 3025.780762
	Iteration 74Q: 3 clusters Score -1458179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1458182.000000 Penalty: 3025.780762
	Iteration 75Q: 3 clusters Score -1458182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1458182.250000 Penalty: 3025.780762
	Iteration 76Q: 3 clusters Score -1458182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1458187.125000 Penalty: 3025.780762
	Iteration 77Q: 3 clusters Score -1458187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1458191.250000 Penalty: 3025.780762
	Iteration 78Q: 3 clusters Score -1458191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1458190.500000 Penalty: 3025.780762
	Iteration 79Q: 3 clusters Score -1458190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1458195.250000 Penalty: 3025.780762
	Iteration 80F: 3 clusters Score -1458195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1458206.000000 Penalty: 3025.780762
	Iteration 81Q: 3 clusters Score -1458206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1458206.375000 Penalty: 3025.780762
	Iteration 82Q: 3 clusters Score -1458206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1458210.125000 Penalty: 3025.780762
	Iteration 83Q: 3 clusters Score -1458210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1458214.750000 Penalty: 3025.780762
	Iteration 84Q: 3 clusters Score -1458215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1458219.375000 Penalty: 3025.780762
	Iteration 85Q: 3 clusters Score -1458219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1458222.750000 Penalty: 3025.780762
	Iteration 86Q: 3 clusters Score -1458223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1458223.875000 Penalty: 3025.780762
	Iteration 87Q: 3 clusters Score -1458224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1458229.500000 Penalty: 3025.780762
	Iteration 88Q: 3 clusters Score -1458230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1458229.375000 Penalty: 3025.780762
	Iteration 89Q: 3 clusters Score -1458229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1458231.125000 Penalty: 3025.780762
	Iteration 90Q: 3 clusters Score -1458231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1458231.500000 Penalty: 3025.780762
	Iteration 91Q: 3 clusters Score -1458232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1458233.875000 Penalty: 3025.780762
	Iteration 92Q: 3 clusters Score -1458234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1458231.000000 Penalty: 3025.780762
	Iteration 93Q: 3 clusters Score -1458231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1458235.875000 Penalty: 3025.780762
	Iteration 94Q: 3 clusters Score -1458236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1458234.875000 Penalty: 3025.780762
	Iteration 95Q: 3 clusters Score -1458235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1458235.250000 Penalty: 3025.780762
	Iteration 96Q: 3 clusters Score -1458235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1458239.375000 Penalty: 3025.780762
	Iteration 97Q: 3 clusters Score -1458239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1458239.000000 Penalty: 3025.780762
	Iteration 98Q: 3 clusters Score -1458239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1458239.250000 Penalty: 3025.780762
	Iteration 99Q: 3 clusters Score -1458239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1458237.875000 Penalty: 3025.780762
	Iteration 100F: 3 clusters Score -1458238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1458238.125000 Penalty: 3025.780762
	Iteration 101Q: 3 clusters Score -1458238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1458238.000000 Penalty: 3025.780762
	Iteration 102Q: 3 clusters Score -1458238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1458238.875000 Penalty: 3025.780762
	Iteration 103Q: 3 clusters Score -1458239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1458240.625000 Penalty: 3025.780762
	Iteration 104Q: 3 clusters Score -1458241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1458240.875000 Penalty: 3025.780762
	Iteration 105Q: 3 clusters Score -1458241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1458239.875000 Penalty: 3025.780762
	Iteration 106Q: 3 clusters Score -1458240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1458241.625000 Penalty: 3025.780762
	Iteration 107Q: 3 clusters Score -1458242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1458243.125000 Penalty: 3025.780762
	Iteration 108Q: 3 clusters Score -1458243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1458243.250000 Penalty: 3025.780762
	Iteration 109Q: 3 clusters Score -1458243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1458241.375000 Penalty: 3025.780762
	Iteration 110Q: 3 clusters Score -1458241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1458241.625000 Penalty: 3025.780762
	Iteration 111Q: 3 clusters Score -1458242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1458241.500000 Penalty: 3025.780762
	Iteration 112Q: 3 clusters Score -1458242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1458240.125000 Penalty: 3025.780762
	Iteration 113Q: 3 clusters Score -1458240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1458243.125000 Penalty: 3025.780762
	Iteration 114Q: 3 clusters Score -1458243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1458243.750000 Penalty: 3025.780762
	Iteration 115Q: 3 clusters Score -1458244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1458242.375000 Penalty: 3025.780762
	Iteration 116Q: 3 clusters Score -1458242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1458243.875000 Penalty: 3025.780762
	Iteration 117Q: 3 clusters Score -1458244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1458243.250000 Penalty: 3025.780762
	Iteration 118Q: 3 clusters Score -1458243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1458243.250000 Penalty: 3025.780762
	Iteration 119F: 3 clusters Score -1458243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 50815 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 8361 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 70066 members 
Mstep: Class 10 contains 73214 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 92051 members 
Mstep: Class 13 contains 27870 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 80521 members 
Mstep: Class 22 contains 39772 members 
Mstep: Class 23 contains 20539 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78162 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 64307 members 
Mstep: Class 30 contains 12762 members 
Mstep: Class 31 contains 74703 members 
Mstep: Class 32 contains 81356 members 
Mstep: Class 33 contains 1906 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 55584 members 
Mstep: Class 37 contains 11049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785392.000000 Penalty: 85314.296875
Iteration 199Q: 39 clusters Score -1.277854e+08 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 50773 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15292 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 69828 members 
Mstep: Class 10 contains 73285 members 
Mstep: Class 11 contains 8828 members 
Mstep: Class 12 contains 91870 members 
Mstep: Class 13 contains 27897 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 11238 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4899 members 
Mstep: Class 21 contains 80547 members 
Mstep: Class 22 contains 39740 members 
Mstep: Class 23 contains 20522 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78241 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 62482 members 
Mstep: Class 30 contains 12782 members 
Mstep: Class 31 contains 74691 members 
Mstep: Class 32 contains 81383 members 
Mstep: Class 33 contains 1889 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 58110 members 
Mstep: Class 37 contains 11064 members 
Mstep: Class 38 contains 61473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788144.000000 Penalty: 85314.296875
Iteration 200F: 39 clusters Score -1.277881e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 50673 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15256 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 68026 members 
Mstep: Class 10 contains 73344 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 91057 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 11228 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5102 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4677 members 
Mstep: Class 21 contains 80526 members 
Mstep: Class 22 contains 39656 members 
Mstep: Class 23 contains 20506 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78309 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 60348 members 
Mstep: Class 30 contains 12779 members 
Mstep: Class 31 contains 74682 members 
Mstep: Class 32 contains 81399 members 
Mstep: Class 33 contains 1880 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 60247 members 
Mstep: Class 37 contains 11080 members 
Mstep: Class 38 contains 64725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788472.000000 Penalty: 85314.296875
Iteration 201Q: 39 clusters Score -1.277885e+08 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50581 members 
Mstep: Class 3 contains 16035 members 
Mstep: Class 4 contains 8392 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 66827 members 
Mstep: Class 10 contains 73397 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 90445 members 
Mstep: Class 13 contains 27865 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 11216 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4458 members 
Mstep: Class 21 contains 80495 members 
Mstep: Class 22 contains 39593 members 
Mstep: Class 23 contains 20501 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78372 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 58242 members 
Mstep: Class 30 contains 12749 members 
Mstep: Class 31 contains 74685 members 
Mstep: Class 32 contains 81434 members 
Mstep: Class 33 contains 1870 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 62633 members 
Mstep: Class 37 contains 11090 members 
Mstep: Class 38 contains 66818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787776.000000 Penalty: 85314.296875
Iteration 202Q: 39 clusters Score -1.277878e+08 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50522 members 
Mstep: Class 3 contains 15897 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15228 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65963 members 
Mstep: Class 10 contains 73404 members 
Mstep: Class 11 contains 8828 members 
Mstep: Class 12 contains 89929 members 
Mstep: Class 13 contains 27855 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 11208 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4274 members 
Mstep: Class 21 contains 80441 members 
Mstep: Class 22 contains 39551 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78436 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 56224 members 
Mstep: Class 30 contains 12721 members 
Mstep: Class 31 contains 74670 members 
Mstep: Class 32 contains 81484 members 
Mstep: Class 33 contains 1862 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 65052 members 
Mstep: Class 37 contains 11100 members 
Mstep: Class 38 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787112.000000 Penalty: 85314.296875
Iteration 203Q: 39 clusters Score -1.277871e+08 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50468 members 
Mstep: Class 3 contains 15763 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 2452 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65324 members 
Mstep: Class 10 contains 73428 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 89448 members 
Mstep: Class 13 contains 27861 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 11196 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 4122 members 
Mstep: Class 21 contains 80383 members 
Mstep: Class 22 contains 39502 members 
Mstep: Class 23 contains 20515 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78481 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 54411 members 
Mstep: Class 30 contains 12729 members 
Mstep: Class 31 contains 74640 members 
Mstep: Class 32 contains 81533 members 
Mstep: Class 33 contains 1845 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 1500 members 
Mstep: Class 36 contains 67318 members 
Mstep: Class 37 contains 11113 members 
Mstep: Class 38 contains 69322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786744.000000 Penalty: 85314.296875
Iteration 204Q: 39 clusters Score -1.277867e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50433 members 
Mstep: Class 3 contains 15637 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15225 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64882 members 
Mstep: Class 10 contains 73431 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 88975 members 
Mstep: Class 13 contains 27860 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 11190 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 5003 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 80318 members 
Mstep: Class 22 contains 39449 members 
Mstep: Class 23 contains 20522 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78502 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 52948 members 
Mstep: Class 30 contains 12725 members 
Mstep: Class 31 contains 74613 members 
Mstep: Class 32 contains 81574 members 
Mstep: Class 33 contains 1828 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 1500 members 
Mstep: Class 36 contains 69339 members 
Mstep: Class 37 contains 11122 members 
Mstep: Class 38 contains 70058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786528.000000 Penalty: 85314.296875
Iteration 205Q: 39 clusters Score -1.277865e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50416 members 
Mstep: Class 3 contains 15544 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15213 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64590 members 
Mstep: Class 10 contains 73444 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 88597 members 
Mstep: Class 13 contains 27868 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 11176 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5032 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 80242 members 
Mstep: Class 22 contains 39397 members 
Mstep: Class 23 contains 20526 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78518 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 51674 members 
Mstep: Class 30 contains 12726 members 
Mstep: Class 31 contains 74582 members 
Mstep: Class 32 contains 81602 members 
Mstep: Class 33 contains 1816 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 1499 members 
Mstep: Class 36 contains 71173 members 
Mstep: Class 37 contains 11132 members 
Mstep: Class 38 contains 70552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786800.000000 Penalty: 85314.296875
Iteration 206Q: 39 clusters Score -1.277868e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50402 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 8409 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15203 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64371 members 
Mstep: Class 10 contains 73430 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 88224 members 
Mstep: Class 13 contains 27873 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 11168 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 80157 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 20539 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78550 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 50627 members 
Mstep: Class 30 contains 12732 members 
Mstep: Class 31 contains 74536 members 
Mstep: Class 32 contains 81640 members 
Mstep: Class 33 contains 1806 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 72828 members 
Mstep: Class 37 contains 11142 members 
Mstep: Class 38 contains 70848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786672.000000 Penalty: 85314.296875
Iteration 207Q: 39 clusters Score -1.277867e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 50409 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15194 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64200 members 
Mstep: Class 10 contains 73418 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 87889 members 
Mstep: Class 13 contains 27870 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 80101 members 
Mstep: Class 22 contains 39284 members 
Mstep: Class 23 contains 20546 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78571 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49834 members 
Mstep: Class 30 contains 12742 members 
Mstep: Class 31 contains 74474 members 
Mstep: Class 32 contains 81663 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 74336 members 
Mstep: Class 37 contains 11153 members 
Mstep: Class 38 contains 70892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786664.000000 Penalty: 85314.296875
Iteration 208Q: 39 clusters Score -1.277867e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50428 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 15188 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64029 members 
Mstep: Class 10 contains 73413 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 87524 members 
Mstep: Class 13 contains 27867 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 80040 members 
Mstep: Class 22 contains 39249 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78564 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49353 members 
Mstep: Class 30 contains 12741 members 
Mstep: Class 31 contains 74420 members 
Mstep: Class 32 contains 81689 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 75776 members 
Mstep: Class 37 contains 11169 members 
Mstep: Class 38 contains 70696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786408.000000 Penalty: 85314.296875
Iteration 209Q: 39 clusters Score -1.277864e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50450 members 
Mstep: Class 3 contains 15400 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 15190 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63917 members 
Mstep: Class 10 contains 73401 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 87215 members 
Mstep: Class 13 contains 27867 members 
Mstep: Class 14 contains 5389 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 79982 members 
Mstep: Class 22 contains 39202 members 
Mstep: Class 23 contains 20565 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78548 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49111 members 
Mstep: Class 30 contains 12746 members 
Mstep: Class 31 contains 74369 members 
Mstep: Class 32 contains 81720 members 
Mstep: Class 33 contains 1804 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 77152 members 
Mstep: Class 37 contains 11178 members 
Mstep: Class 38 contains 70197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786128.000000 Penalty: 85314.296875
Iteration 210Q: 39 clusters Score -1.277861e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50463 members 
Mstep: Class 3 contains 15355 members 
Mstep: Class 4 contains 8402 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 15190 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63831 members 
Mstep: Class 10 contains 73392 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 12 contains 86889 members 
Mstep: Class 13 contains 27859 members 
Mstep: Class 14 contains 5388 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 5260 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3318 members 
Mstep: Class 21 contains 79933 members 
Mstep: Class 22 contains 39160 members 
Mstep: Class 23 contains 20584 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78516 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49055 members 
Mstep: Class 30 contains 12751 members 
Mstep: Class 31 contains 74306 members 
Mstep: Class 32 contains 81759 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 78530 members 
Mstep: Class 37 contains 11190 members 
Mstep: Class 38 contains 69501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786040.000000 Penalty: 85314.296875
Iteration 211Q: 39 clusters Score -1.27786e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50459 members 
Mstep: Class 3 contains 15326 members 
Mstep: Class 4 contains 8391 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63767 members 
Mstep: Class 10 contains 73406 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 86616 members 
Mstep: Class 13 contains 27860 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 11094 members 
Mstep: Class 16 contains 5219 members 
Mstep: Class 17 contains 5312 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 79886 members 
Mstep: Class 22 contains 39115 members 
Mstep: Class 23 contains 20591 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78466 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49104 members 
Mstep: Class 30 contains 12760 members 
Mstep: Class 31 contains 74226 members 
Mstep: Class 32 contains 81786 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 79859 members 
Mstep: Class 37 contains 11199 members 
Mstep: Class 38 contains 68670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786280.000000 Penalty: 85314.296875
Iteration 212Q: 39 clusters Score -1.277863e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50478 members 
Mstep: Class 3 contains 15296 members 
Mstep: Class 4 contains 8369 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 15201 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63700 members 
Mstep: Class 10 contains 73401 members 
Mstep: Class 11 contains 8640 members 
Mstep: Class 12 contains 86379 members 
Mstep: Class 13 contains 27854 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 11077 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 5359 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3259 members 
Mstep: Class 21 contains 79851 members 
Mstep: Class 22 contains 39074 members 
Mstep: Class 23 contains 20594 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78408 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49369 members 
Mstep: Class 30 contains 12765 members 
Mstep: Class 31 contains 74174 members 
Mstep: Class 32 contains 81806 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 81142 members 
Mstep: Class 37 contains 11202 members 
Mstep: Class 38 contains 67642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785712.000000 Penalty: 85314.296875
Iteration 213Q: 39 clusters Score -1.277857e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50500 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 8360 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 15199 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63681 members 
Mstep: Class 10 contains 73377 members 
Mstep: Class 11 contains 8618 members 
Mstep: Class 12 contains 86108 members 
Mstep: Class 13 contains 27857 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 79837 members 
Mstep: Class 22 contains 39030 members 
Mstep: Class 23 contains 20595 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78353 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49749 members 
Mstep: Class 30 contains 12764 members 
Mstep: Class 31 contains 74096 members 
Mstep: Class 32 contains 81834 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 82430 members 
Mstep: Class 37 contains 11208 members 
Mstep: Class 38 contains 66504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785920.000000 Penalty: 85314.296875
Iteration 214Q: 39 clusters Score -1.277859e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50501 members 
Mstep: Class 3 contains 15254 members 
Mstep: Class 4 contains 8346 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 15192 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63642 members 
Mstep: Class 10 contains 73359 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 85847 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 11039 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 5454 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 79829 members 
Mstep: Class 22 contains 38984 members 
Mstep: Class 23 contains 20603 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78311 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 50246 members 
Mstep: Class 30 contains 12770 members 
Mstep: Class 31 contains 74001 members 
Mstep: Class 32 contains 81855 members 
Mstep: Class 33 contains 1795 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 83663 members 
Mstep: Class 37 contains 11213 members 
Mstep: Class 38 contains 65297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785816.000000 Penalty: 85314.296875
Iteration 215Q: 39 clusters Score -1.277858e+08 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50486 members 
Mstep: Class 3 contains 15250 members 
Mstep: Class 4 contains 8336 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63573 members 
Mstep: Class 10 contains 73327 members 
Mstep: Class 11 contains 8595 members 
Mstep: Class 12 contains 85638 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 79793 members 
Mstep: Class 22 contains 38938 members 
Mstep: Class 23 contains 20600 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78267 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 50862 members 
Mstep: Class 30 contains 12776 members 
Mstep: Class 31 contains 73906 members 
Mstep: Class 32 contains 81886 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 84881 members 
Mstep: Class 37 contains 11218 members 
Mstep: Class 38 contains 63990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786048.000000 Penalty: 85314.296875
Iteration 216Q: 39 clusters Score -1.27786e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50490 members 
Mstep: Class 3 contains 15235 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 2917 members 
Mstep: Class 6 contains 15194 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63483 members 
Mstep: Class 10 contains 73293 members 
Mstep: Class 11 contains 8579 members 
Mstep: Class 12 contains 85474 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5514 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 79719 members 
Mstep: Class 22 contains 38891 members 
Mstep: Class 23 contains 20606 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78213 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 51572 members 
Mstep: Class 30 contains 12779 members 
Mstep: Class 31 contains 73802 members 
Mstep: Class 32 contains 81915 members 
Mstep: Class 33 contains 1784 members 
Mstep: Class 34 contains 2807 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 86153 members 
Mstep: Class 37 contains 11220 members 
Mstep: Class 38 contains 62593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786296.000000 Penalty: 85314.296875
Iteration 217Q: 39 clusters Score -1.277863e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50500 members 
Mstep: Class 3 contains 15215 members 
Mstep: Class 4 contains 8316 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 15183 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63359 members 
Mstep: Class 10 contains 73279 members 
Mstep: Class 11 contains 8560 members 
Mstep: Class 12 contains 85339 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 79620 members 
Mstep: Class 22 contains 38844 members 
Mstep: Class 23 contains 20617 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78177 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 52275 members 
Mstep: Class 30 contains 12779 members 
Mstep: Class 31 contains 73720 members 
Mstep: Class 32 contains 81940 members 
Mstep: Class 33 contains 1776 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 87418 members 
Mstep: Class 37 contains 11219 members 
Mstep: Class 38 contains 61201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786224.000000 Penalty: 85314.296875
Iteration 218Q: 39 clusters Score -1.277862e+08 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50505 members 
Mstep: Class 3 contains 15220 members 
Mstep: Class 4 contains 8299 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 15176 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63234 members 
Mstep: Class 10 contains 73237 members 
Mstep: Class 11 contains 8543 members 
Mstep: Class 12 contains 85273 members 
Mstep: Class 13 contains 27873 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 10985 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3153 members 
Mstep: Class 21 contains 79516 members 
Mstep: Class 22 contains 38810 members 
Mstep: Class 23 contains 20631 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78124 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 53026 members 
Mstep: Class 30 contains 12785 members 
Mstep: Class 31 contains 73633 members 
Mstep: Class 32 contains 81973 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 88582 members 
Mstep: Class 37 contains 11217 members 
Mstep: Class 38 contains 59781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786336.000000 Penalty: 85314.296875
Iteration 219Q: 39 clusters Score -1.277863e+08 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50527 members 
Mstep: Class 3 contains 15202 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 2913 members 
Mstep: Class 6 contains 15180 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63176 members 
Mstep: Class 10 contains 73196 members 
Mstep: Class 11 contains 8523 members 
Mstep: Class 12 contains 85204 members 
Mstep: Class 13 contains 27887 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 10970 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 79434 members 
Mstep: Class 22 contains 38763 members 
Mstep: Class 23 contains 20652 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78035 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 53763 members 
Mstep: Class 30 contains 12779 members 
Mstep: Class 31 contains 73580 members 
Mstep: Class 32 contains 82001 members 
Mstep: Class 33 contains 1768 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 89635 members 
Mstep: Class 37 contains 11221 members 
Mstep: Class 38 contains 58421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786096.000000 Penalty: 85314.296875
Iteration 220F: 39 clusters Score -1.277861e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50539 members 
Mstep: Class 3 contains 15190 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 2914 members 
Mstep: Class 6 contains 15178 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63144 members 
Mstep: Class 10 contains 73153 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 85183 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 10960 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 5513 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 21 contains 79323 members 
Mstep: Class 22 contains 38730 members 
Mstep: Class 23 contains 20664 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77940 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 54474 members 
Mstep: Class 30 contains 12783 members 
Mstep: Class 31 contains 73523 members 
Mstep: Class 32 contains 82024 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1497 members 
Mstep: Class 36 contains 90663 members 
Mstep: Class 37 contains 11228 members 
Mstep: Class 38 contains 57081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785960.000000 Penalty: 85314.296875
Iteration 221Q: 39 clusters Score -1.27786e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50545 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 2913 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63167 members 
Mstep: Class 10 contains 73128 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 85204 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 10952 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 5499 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 79245 members 
Mstep: Class 22 contains 38694 members 
Mstep: Class 23 contains 20674 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77835 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 55170 members 
Mstep: Class 30 contains 12776 members 
Mstep: Class 31 contains 73446 members 
Mstep: Class 32 contains 82032 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 91636 members 
Mstep: Class 37 contains 11229 members 
Mstep: Class 38 contains 55702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785760.000000 Penalty: 85314.296875
Iteration 222Q: 39 clusters Score -1.277858e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50556 members 
Mstep: Class 3 contains 15202 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 15166 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63219 members 
Mstep: Class 10 contains 73091 members 
Mstep: Class 11 contains 8489 members 
Mstep: Class 12 contains 85271 members 
Mstep: Class 13 contains 27924 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 10935 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5484 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3131 members 
Mstep: Class 21 contains 79167 members 
Mstep: Class 22 contains 38646 members 
Mstep: Class 23 contains 20683 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77740 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 55935 members 
Mstep: Class 30 contains 12781 members 
Mstep: Class 31 contains 73371 members 
Mstep: Class 32 contains 82046 members 
Mstep: Class 33 contains 1756 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 92574 members 
Mstep: Class 37 contains 11232 members 
Mstep: Class 38 contains 54236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785624.000000 Penalty: 85314.296875
Iteration 223Q: 39 clusters Score -1.277856e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50565 members 
Mstep: Class 3 contains 15198 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 15153 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63304 members 
Mstep: Class 10 contains 73063 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 85352 members 
Mstep: Class 13 contains 27935 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 10923 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 79067 members 
Mstep: Class 22 contains 38597 members 
Mstep: Class 23 contains 20694 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77681 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 56644 members 
Mstep: Class 30 contains 12785 members 
Mstep: Class 31 contains 73303 members 
Mstep: Class 32 contains 82047 members 
Mstep: Class 33 contains 1745 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 93382 members 
Mstep: Class 37 contains 11236 members 
Mstep: Class 38 contains 52888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785232.000000 Penalty: 85314.296875
Iteration 224Q: 39 clusters Score -1.277852e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50576 members 
Mstep: Class 3 contains 15201 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63378 members 
Mstep: Class 10 contains 73030 members 
Mstep: Class 11 contains 8473 members 
Mstep: Class 12 contains 85468 members 
Mstep: Class 13 contains 27939 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 10920 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 78983 members 
Mstep: Class 22 contains 38539 members 
Mstep: Class 23 contains 20706 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77637 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 57316 members 
Mstep: Class 30 contains 12795 members 
Mstep: Class 31 contains 73263 members 
Mstep: Class 32 contains 82047 members 
Mstep: Class 33 contains 1738 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 94148 members 
Mstep: Class 37 contains 11242 members 
Mstep: Class 38 contains 51521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785448.000000 Penalty: 85314.296875
Iteration 225Q: 39 clusters Score -1.277854e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 50594 members 
Mstep: Class 3 contains 15209 members 
Mstep: Class 4 contains 8286 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 15137 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63456 members 
Mstep: Class 10 contains 73000 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 85636 members 
Mstep: Class 13 contains 27953 members 
Mstep: Class 14 contains 5377 members 
Mstep: Class 15 contains 10899 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 5420 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 78877 members 
Mstep: Class 22 contains 38479 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77602 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 58042 members 
Mstep: Class 30 contains 12802 members 
Mstep: Class 31 contains 73237 members 
Mstep: Class 32 contains 82053 members 
Mstep: Class 33 contains 1727 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1496 members 
Mstep: Class 36 contains 94738 members 
Mstep: Class 37 contains 11247 members 
Mstep: Class 38 contains 50205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785688.000000 Penalty: 85314.296875
Iteration 226Q: 39 clusters Score -1.277857e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50609 members 
Mstep: Class 3 contains 15234 members 
Mstep: Class 4 contains 8306 members 
Mstep: Class 5 contains 2913 members 
Mstep: Class 6 contains 15132 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63537 members 
Mstep: Class 10 contains 72948 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 85766 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 10880 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 78794 members 
Mstep: Class 22 contains 38428 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77562 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 58806 members 
Mstep: Class 30 contains 12806 members 
Mstep: Class 31 contains 73268 members 
Mstep: Class 32 contains 82055 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 95194 members 
Mstep: Class 37 contains 11257 members 
Mstep: Class 38 contains 48917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785448.000000 Penalty: 85314.296875
Iteration 227Q: 39 clusters Score -1.277854e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 50623 members 
Mstep: Class 3 contains 15259 members 
Mstep: Class 4 contains 8325 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 15117 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63622 members 
Mstep: Class 10 contains 72910 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 85867 members 
Mstep: Class 13 contains 27981 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 10865 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 78758 members 
Mstep: Class 22 contains 38382 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77519 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 59590 members 
Mstep: Class 30 contains 12807 members 
Mstep: Class 31 contains 73304 members 
Mstep: Class 32 contains 82060 members 
Mstep: Class 33 contains 1714 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 95549 members 
Mstep: Class 37 contains 11271 members 
Mstep: Class 38 contains 47678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785696.000000 Penalty: 85314.296875
Iteration 228Q: 39 clusters Score -1.277857e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 50641 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 8341 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 15105 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63692 members 
Mstep: Class 10 contains 72859 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 85922 members 
Mstep: Class 13 contains 27992 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 10843 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 78699 members 
Mstep: Class 22 contains 38348 members 
Mstep: Class 23 contains 20722 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77494 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 60418 members 
Mstep: Class 30 contains 12817 members 
Mstep: Class 31 contains 73336 members 
Mstep: Class 32 contains 82068 members 
Mstep: Class 33 contains 1707 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 95881 members 
Mstep: Class 37 contains 11283 members 
Mstep: Class 38 contains 46485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785312.000000 Penalty: 85314.296875
Iteration 229Q: 39 clusters Score -1.277853e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 50672 members 
Mstep: Class 3 contains 15287 members 
Mstep: Class 4 contains 8359 members 
Mstep: Class 5 contains 2917 members 
Mstep: Class 6 contains 15096 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63753 members 
Mstep: Class 10 contains 72831 members 
Mstep: Class 11 contains 8440 members 
Mstep: Class 12 contains 85936 members 
Mstep: Class 13 contains 27998 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5362 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 78586 members 
Mstep: Class 22 contains 38316 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77479 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 61231 members 
Mstep: Class 30 contains 12823 members 
Mstep: Class 31 contains 73373 members 
Mstep: Class 32 contains 82071 members 
Mstep: Class 33 contains 1700 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1498 members 
Mstep: Class 36 contains 96269 members 
Mstep: Class 37 contains 11297 members 
Mstep: Class 38 contains 45277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785184.000000 Penalty: 85314.296875
Iteration 230Q: 39 clusters Score -1.277852e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 15309 members 
Mstep: Class 4 contains 8376 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 15085 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 72792 members 
Mstep: Class 11 contains 8447 members 
Mstep: Class 12 contains 85917 members 
Mstep: Class 13 contains 28006 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 10822 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 78533 members 
Mstep: Class 22 contains 38278 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77465 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 62081 members 
Mstep: Class 30 contains 12826 members 
Mstep: Class 31 contains 73406 members 
Mstep: Class 32 contains 82076 members 
Mstep: Class 33 contains 1692 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1499 members 
Mstep: Class 36 contains 96545 members 
Mstep: Class 37 contains 11315 members 
Mstep: Class 38 contains 44134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785184.000000 Penalty: 85314.296875
Iteration 231Q: 39 clusters Score -1.277852e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 50732 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 15081 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63863 members 
Mstep: Class 10 contains 72753 members 
Mstep: Class 11 contains 8442 members 
Mstep: Class 12 contains 85916 members 
Mstep: Class 13 contains 28008 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 10806 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 78481 members 
Mstep: Class 22 contains 38227 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77455 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 62919 members 
Mstep: Class 30 contains 12835 members 
Mstep: Class 31 contains 73459 members 
Mstep: Class 32 contains 82074 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 96771 members 
Mstep: Class 37 contains 11334 members 
Mstep: Class 38 contains 43002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784784.000000 Penalty: 85314.296875
Iteration 232Q: 39 clusters Score -1.277848e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 50735 members 
Mstep: Class 3 contains 15373 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 15079 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63895 members 
Mstep: Class 10 contains 72723 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 85904 members 
Mstep: Class 13 contains 28015 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 10784 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 78415 members 
Mstep: Class 22 contains 38201 members 
Mstep: Class 23 contains 20734 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77469 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 63789 members 
Mstep: Class 30 contains 12839 members 
Mstep: Class 31 contains 73535 members 
Mstep: Class 32 contains 82051 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 96923 members 
Mstep: Class 37 contains 11358 members 
Mstep: Class 38 contains 41970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784576.000000 Penalty: 85314.296875
Iteration 233Q: 39 clusters Score -1.277846e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 50746 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 15074 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63927 members 
Mstep: Class 10 contains 72695 members 
Mstep: Class 11 contains 8428 members 
Mstep: Class 12 contains 85897 members 
Mstep: Class 13 contains 28030 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 10762 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 78354 members 
Mstep: Class 22 contains 38166 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77487 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 64696 members 
Mstep: Class 30 contains 12839 members 
Mstep: Class 31 contains 73626 members 
Mstep: Class 32 contains 82012 members 
Mstep: Class 33 contains 1672 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 97093 members 
Mstep: Class 37 contains 11374 members 
Mstep: Class 38 contains 40886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784664.000000 Penalty: 85314.296875
Iteration 234Q: 39 clusters Score -1.277847e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 50752 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 15073 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63945 members 
Mstep: Class 10 contains 72677 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 85904 members 
Mstep: Class 13 contains 28040 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 78287 members 
Mstep: Class 22 contains 38127 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77480 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65588 members 
Mstep: Class 30 contains 12845 members 
Mstep: Class 31 contains 73725 members 
Mstep: Class 32 contains 81993 members 
Mstep: Class 33 contains 1670 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1503 members 
Mstep: Class 36 contains 97245 members 
Mstep: Class 37 contains 11384 members 
Mstep: Class 38 contains 39855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784928.000000 Penalty: 85314.296875
Iteration 235Q: 39 clusters Score -1.277849e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 50766 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 8412 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 15064 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63988 members 
Mstep: Class 10 contains 72642 members 
Mstep: Class 11 contains 8417 members 
Mstep: Class 12 contains 85840 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10722 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 78230 members 
Mstep: Class 22 contains 38101 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77526 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 66489 members 
Mstep: Class 30 contains 12853 members 
Mstep: Class 31 contains 73811 members 
Mstep: Class 32 contains 81974 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 97425 members 
Mstep: Class 37 contains 11388 members 
Mstep: Class 38 contains 38821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785072.000000 Penalty: 85314.296875
Iteration 236Q: 39 clusters Score -1.277851e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 50781 members 
Mstep: Class 3 contains 15323 members 
Mstep: Class 4 contains 8413 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 15051 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64012 members 
Mstep: Class 10 contains 72622 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 85768 members 
Mstep: Class 13 contains 28060 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10702 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5428 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 78192 members 
Mstep: Class 22 contains 38078 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77524 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67379 members 
Mstep: Class 30 contains 12863 members 
Mstep: Class 31 contains 73907 members 
Mstep: Class 32 contains 81973 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 97555 members 
Mstep: Class 37 contains 11385 members 
Mstep: Class 38 contains 37854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784712.000000 Penalty: 85314.296875
Iteration 237Q: 39 clusters Score -1.277847e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50776 members 
Mstep: Class 3 contains 15323 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15039 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64042 members 
Mstep: Class 10 contains 72607 members 
Mstep: Class 11 contains 8400 members 
Mstep: Class 12 contains 85749 members 
Mstep: Class 13 contains 28072 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 78143 members 
Mstep: Class 22 contains 38047 members 
Mstep: Class 23 contains 20737 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77523 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 68230 members 
Mstep: Class 30 contains 12870 members 
Mstep: Class 31 contains 73992 members 
Mstep: Class 32 contains 81967 members 
Mstep: Class 33 contains 1656 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 97692 members 
Mstep: Class 37 contains 11388 members 
Mstep: Class 38 contains 36893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784624.000000 Penalty: 85314.296875
Iteration 238Q: 39 clusters Score -1.277846e+08 nChanged 3226
Entering ConstructFrom: 
Score: -127784624.000000 Penalty: 85314.296875
Entering ConstructFrom: 
Trying to split cluster 1 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -466335.125000 Penalty: 1337.295532
	Iteration 0F: 2 clusters Score -466335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -463137.000000 Penalty: 2674.591064
	Iteration 0F: 3 clusters Score -463137 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -464268.687500 Penalty: 2674.591064
	Iteration 1F: 3 clusters Score -464268.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -464652.281250 Penalty: 2674.591064
	Iteration 2F: 3 clusters Score -464652.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -464989.000000 Penalty: 2674.591064
	Iteration 3F: 3 clusters Score -464989 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -465462.593750 Penalty: 2674.591064
	Iteration 4F: 3 clusters Score -465462.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -465866.875000 Penalty: 2674.591064
	Iteration 5F: 3 clusters Score -465866.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -466078.843750 Penalty: 2674.591064
	Iteration 6F: 3 clusters Score -466078.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -466170.781250 Penalty: 2674.591064
	Iteration 7Q: 3 clusters Score -466170.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -466248.281250 Penalty: 2674.591064
	Iteration 8Q: 3 clusters Score -466248.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -466311.812500 Penalty: 2674.591064
	Iteration 9Q: 3 clusters Score -466311.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -466362.937500 Penalty: 2674.591064
	Iteration 10Q: 3 clusters Score -466362.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -466417.593750 Penalty: 2674.591064
	Iteration 11Q: 3 clusters Score -466417.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -466491.125000 Penalty: 2674.591064
	Iteration 12Q: 3 clusters Score -466491.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -466543.500000 Penalty: 2674.591064
	Iteration 13Q: 3 clusters Score -466543.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -466580.812500 Penalty: 2674.591064
	Iteration 14Q: 3 clusters Score -466580.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -466596.781250 Penalty: 2674.591064
	Iteration 15Q: 3 clusters Score -466596.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -466603.343750 Penalty: 2674.591064
	Iteration 16Q: 3 clusters Score -466603.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -466608.812500 Penalty: 2674.591064
	Iteration 17Q: 3 clusters Score -466608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -466613.593750 Penalty: 2674.591064
	Iteration 18Q: 3 clusters Score -466613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -466615.562500 Penalty: 2674.591064
	Iteration 19Q: 3 clusters Score -466615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -466618.781250 Penalty: 2674.591064
	Iteration 20F: 3 clusters Score -466618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -466620.593750 Penalty: 2674.591064
	Iteration 21Q: 3 clusters Score -466620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -466623.562500 Penalty: 2674.591064
	Iteration 22Q: 3 clusters Score -466623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -466624.312500 Penalty: 2674.591064
	Iteration 23Q: 3 clusters Score -466624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -466625.187500 Penalty: 2674.591064
	Iteration 24Q: 3 clusters Score -466625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -466628.468750 Penalty: 2674.591064
	Iteration 25Q: 3 clusters Score -466628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -466629.687500 Penalty: 2674.591064
	Iteration 26Q: 3 clusters Score -466629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -466630.468750 Penalty: 2674.591064
	Iteration 27Q: 3 clusters Score -466630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -466631.187500 Penalty: 2674.591064
	Iteration 28Q: 3 clusters Score -466631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -466632.000000 Penalty: 2674.591064
	Iteration 29Q: 3 clusters Score -466632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -466633.250000 Penalty: 2674.591064
	Iteration 30Q: 3 clusters Score -466633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -466633.250000 Penalty: 2674.591064
	Iteration 31F: 3 clusters Score -466633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50785 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 8416 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15031 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64079 members 
Mstep: Class 10 contains 72592 members 
Mstep: Class 11 contains 8400 members 
Mstep: Class 12 contains 85735 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 78121 members 
Mstep: Class 22 contains 38004 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77511 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69059 members 
Mstep: Class 30 contains 12870 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 81958 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 97801 members 
Mstep: Class 37 contains 11393 members 
Mstep: Class 38 contains 35930 members 
Mstep: Class 39 contains 915 members 
Entering Unmasked Estep 
Score: -127784064.000000 Penalty: 87559.406250
Splitting cluster 1 changes total score from -127784624.000000 to -127784064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Entering Unmasked Estep 
Score: -6388225.500000 Penalty: 1760.745483
	Iteration 0F: 2 clusters Score -6388226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6354307.500000 Penalty: 3521.490967
	Iteration 0F: 3 clusters Score -6354308 nChanged 23883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -6367646.500000 Penalty: 3521.490967
	Iteration 1F: 3 clusters Score -6367646 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -6368098.500000 Penalty: 3521.490967
	Iteration 2Q: 3 clusters Score -6368098 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -6368635.500000 Penalty: 3521.490967
	Iteration 3Q: 3 clusters Score -6368636 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -6369218.500000 Penalty: 3521.490967
	Iteration 4Q: 3 clusters Score -6369218 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -6369881.500000 Penalty: 3521.490967
	Iteration 5Q: 3 clusters Score -6369882 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -6370792.000000 Penalty: 3521.490967
	Iteration 6Q: 3 clusters Score -6370792 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -6371971.500000 Penalty: 3521.490967
	Iteration 7Q: 3 clusters Score -6371972 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6373646.500000 Penalty: 3521.490967
	Iteration 8F: 3 clusters Score -6373646 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -6375609.500000 Penalty: 3521.490967
	Iteration 9F: 3 clusters Score -6375610 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -6377464.000000 Penalty: 3521.490967
	Iteration 10F: 3 clusters Score -6377464 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -6378739.500000 Penalty: 3521.490967
	Iteration 11Q: 3 clusters Score -6378740 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -6379578.000000 Penalty: 3521.490967
	Iteration 12Q: 3 clusters Score -6379578 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -6380076.500000 Penalty: 3521.490967
	Iteration 13Q: 3 clusters Score -6380076 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -6380465.000000 Penalty: 3521.490967
	Iteration 14Q: 3 clusters Score -6380465 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -6380792.500000 Penalty: 3521.490967
	Iteration 15Q: 3 clusters Score -6380792 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -6381232.000000 Penalty: 3521.490967
	Iteration 16Q: 3 clusters Score -6381232 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -6381645.000000 Penalty: 3521.490967
	Iteration 17Q: 3 clusters Score -6381645 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -6382010.000000 Penalty: 3521.490967
	Iteration 18Q: 3 clusters Score -6382010 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6382399.000000 Penalty: 3521.490967
	Iteration 19Q: 3 clusters Score -6382399 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -6382844.000000 Penalty: 3521.490967
	Iteration 20F: 3 clusters Score -6382844 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6383316.500000 Penalty: 3521.490967
	Iteration 21Q: 3 clusters Score -6383316 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -6383850.000000 Penalty: 3521.490967
	Iteration 22Q: 3 clusters Score -6383850 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6384409.000000 Penalty: 3521.490967
	Iteration 23Q: 3 clusters Score -6384409 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6384956.000000 Penalty: 3521.490967
	Iteration 24Q: 3 clusters Score -6384956 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6385448.000000 Penalty: 3521.490967
	Iteration 25Q: 3 clusters Score -6385448 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6385853.500000 Penalty: 3521.490967
	Iteration 26Q: 3 clusters Score -6385854 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -6386121.500000 Penalty: 3521.490967
	Iteration 27Q: 3 clusters Score -6386122 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6386275.000000 Penalty: 3521.490967
	Iteration 28Q: 3 clusters Score -6386275 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6386382.500000 Penalty: 3521.490967
	Iteration 29Q: 3 clusters Score -6386382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -6386446.000000 Penalty: 3521.490967
	Iteration 30Q: 3 clusters Score -6386446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6386518.500000 Penalty: 3521.490967
	Iteration 31Q: 3 clusters Score -6386518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6386574.000000 Penalty: 3521.490967
	Iteration 32Q: 3 clusters Score -6386574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6386608.500000 Penalty: 3521.490967
	Iteration 33Q: 3 clusters Score -6386608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6386642.500000 Penalty: 3521.490967
	Iteration 34Q: 3 clusters Score -6386642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6386652.500000 Penalty: 3521.490967
	Iteration 35Q: 3 clusters Score -6386652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -6386661.500000 Penalty: 3521.490967
	Iteration 36Q: 3 clusters Score -6386662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6386660.000000 Penalty: 3521.490967
	Iteration 37Q: 3 clusters Score -6386660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6386670.000000 Penalty: 3521.490967
	Iteration 38Q: 3 clusters Score -6386670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -6386686.500000 Penalty: 3521.490967
	Iteration 39Q: 3 clusters Score -6386686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6386690.000000 Penalty: 3521.490967
	Iteration 40F: 3 clusters Score -6386690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -6386694.000000 Penalty: 3521.490967
	Iteration 41Q: 3 clusters Score -6386694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6386700.000000 Penalty: 3521.490967
	Iteration 42Q: 3 clusters Score -6386700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -6386698.000000 Penalty: 3521.490967
	Iteration 43Q: 3 clusters Score -6386698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6386697.000000 Penalty: 3521.490967
	Iteration 44Q: 3 clusters Score -6386697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6386696.000000 Penalty: 3521.490967
	Iteration 45Q: 3 clusters Score -6386696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6386696.000000 Penalty: 3521.490967
	Iteration 46F: 3 clusters Score -6386696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Entering Unmasked Estep 
Score: -1922710.500000 Penalty: 1566.083496
	Iteration 0F: 2 clusters Score -1922710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1912201.875000 Penalty: 3132.166992
	Iteration 0F: 3 clusters Score -1912202 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1915738.625000 Penalty: 3132.166992
	Iteration 1F: 3 clusters Score -1915739 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1916001.375000 Penalty: 3132.166992
	Iteration 2F: 3 clusters Score -1916001 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1916235.625000 Penalty: 3132.166992
	Iteration 3Q: 3 clusters Score -1916236 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1916464.625000 Penalty: 3132.166992
	Iteration 4Q: 3 clusters Score -1916465 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1916739.250000 Penalty: 3132.166992
	Iteration 5Q: 3 clusters Score -1916739 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1917055.500000 Penalty: 3132.166992
	Iteration 6Q: 3 clusters Score -1917056 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1917477.750000 Penalty: 3132.166992
	Iteration 7Q: 3 clusters Score -1917478 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1918036.625000 Penalty: 3132.166992
	Iteration 8F: 3 clusters Score -1918037 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1918823.125000 Penalty: 3132.166992
	Iteration 9F: 3 clusters Score -1918823 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1919775.375000 Penalty: 3132.166992
	Iteration 10F: 3 clusters Score -1919775 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1920527.625000 Penalty: 3132.166992
	Iteration 11F: 3 clusters Score -1920528 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1920941.375000 Penalty: 3132.166992
	Iteration 12Q: 3 clusters Score -1920941 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1921156.875000 Penalty: 3132.166992
	Iteration 13Q: 3 clusters Score -1921157 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1921236.500000 Penalty: 3132.166992
	Iteration 14Q: 3 clusters Score -1921236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1921299.125000 Penalty: 3132.166992
	Iteration 15Q: 3 clusters Score -1921299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1921341.250000 Penalty: 3132.166992
	Iteration 16Q: 3 clusters Score -1921341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1921378.875000 Penalty: 3132.166992
	Iteration 17Q: 3 clusters Score -1921379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1921401.625000 Penalty: 3132.166992
	Iteration 18Q: 3 clusters Score -1921402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1921414.750000 Penalty: 3132.166992
	Iteration 19Q: 3 clusters Score -1921415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1921432.875000 Penalty: 3132.166992
	Iteration 20F: 3 clusters Score -1921433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1921447.875000 Penalty: 3132.166992
	Iteration 21Q: 3 clusters Score -1921448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1921455.250000 Penalty: 3132.166992
	Iteration 22Q: 3 clusters Score -1921455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1921461.500000 Penalty: 3132.166992
	Iteration 23Q: 3 clusters Score -1921462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1921472.750000 Penalty: 3132.166992
	Iteration 24Q: 3 clusters Score -1921473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1921489.000000 Penalty: 3132.166992
	Iteration 25Q: 3 clusters Score -1921489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1921503.375000 Penalty: 3132.166992
	Iteration 26Q: 3 clusters Score -1921503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1921515.375000 Penalty: 3132.166992
	Iteration 27Q: 3 clusters Score -1921515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1921520.500000 Penalty: 3132.166992
	Iteration 28Q: 3 clusters Score -1921520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1921523.750000 Penalty: 3132.166992
	Iteration 29Q: 3 clusters Score -1921524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1921524.250000 Penalty: 3132.166992
	Iteration 30Q: 3 clusters Score -1921524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1921522.875000 Penalty: 3132.166992
	Iteration 31Q: 3 clusters Score -1921523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1921522.875000 Penalty: 3132.166992
	Iteration 32F: 3 clusters Score -1921523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1122174.750000 Penalty: 1468.656982
	Iteration 0F: 2 clusters Score -1122175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1116110.000000 Penalty: 2937.313965
	Iteration 0F: 3 clusters Score -1116110 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1118052.000000 Penalty: 2937.313965
	Iteration 1F: 3 clusters Score -1118052 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1118333.500000 Penalty: 2937.313965
	Iteration 2F: 3 clusters Score -1118334 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1118599.750000 Penalty: 2937.313965
	Iteration 3F: 3 clusters Score -1118600 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1118832.125000 Penalty: 2937.313965
	Iteration 4F: 3 clusters Score -1118832 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1119044.125000 Penalty: 2937.313965
	Iteration 5Q: 3 clusters Score -1119044 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1119303.125000 Penalty: 2937.313965
	Iteration 6Q: 3 clusters Score -1119303 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1119626.250000 Penalty: 2937.313965
	Iteration 7F: 3 clusters Score -1119626 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1120033.500000 Penalty: 2937.313965
	Iteration 8F: 3 clusters Score -1120034 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1120425.000000 Penalty: 2937.313965
	Iteration 9Q: 3 clusters Score -1120425 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1120713.875000 Penalty: 2937.313965
	Iteration 10Q: 3 clusters Score -1120714 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1120856.750000 Penalty: 2937.313965
	Iteration 11Q: 3 clusters Score -1120857 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1120918.250000 Penalty: 2937.313965
	Iteration 12Q: 3 clusters Score -1120918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1120957.250000 Penalty: 2937.313965
	Iteration 13Q: 3 clusters Score -1120957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1120969.250000 Penalty: 2937.313965
	Iteration 14Q: 3 clusters Score -1120969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1120981.500000 Penalty: 2937.313965
	Iteration 15Q: 3 clusters Score -1120982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1120996.250000 Penalty: 2937.313965
	Iteration 16Q: 3 clusters Score -1120996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1121001.625000 Penalty: 2937.313965
	Iteration 17Q: 3 clusters Score -1121002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1121010.375000 Penalty: 2937.313965
	Iteration 18Q: 3 clusters Score -1121010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1121011.875000 Penalty: 2937.313965
	Iteration 19Q: 3 clusters Score -1121012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1121016.000000 Penalty: 2937.313965
	Iteration 20F: 3 clusters Score -1121016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1121016.500000 Penalty: 2937.313965
	Iteration 21Q: 3 clusters Score -1121016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1121022.750000 Penalty: 2937.313965
	Iteration 22Q: 3 clusters Score -1121023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1121024.250000 Penalty: 2937.313965
	Iteration 23Q: 3 clusters Score -1121024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1121027.250000 Penalty: 2937.313965
	Iteration 24Q: 3 clusters Score -1121027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1121028.250000 Penalty: 2937.313965
	Iteration 25Q: 3 clusters Score -1121028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1121027.750000 Penalty: 2937.313965
	Iteration 26Q: 3 clusters Score -1121028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1121028.500000 Penalty: 2937.313965
	Iteration 27Q: 3 clusters Score -1121028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1121030.625000 Penalty: 2937.313965
	Iteration 28Q: 3 clusters Score -1121031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1121029.500000 Penalty: 2937.313965
	Iteration 29Q: 3 clusters Score -1121030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1121032.000000 Penalty: 2937.313965
	Iteration 30Q: 3 clusters Score -1121032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1121031.875000 Penalty: 2937.313965
	Iteration 31Q: 3 clusters Score -1121032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1121035.625000 Penalty: 2937.313965
	Iteration 32Q: 3 clusters Score -1121036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1121038.250000 Penalty: 2937.313965
	Iteration 33Q: 3 clusters Score -1121038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1121036.875000 Penalty: 2937.313965
	Iteration 34Q: 3 clusters Score -1121037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1121042.125000 Penalty: 2937.313965
	Iteration 35Q: 3 clusters Score -1121042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1121042.875000 Penalty: 2937.313965
	Iteration 36Q: 3 clusters Score -1121043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1121042.000000 Penalty: 2937.313965
	Iteration 37Q: 3 clusters Score -1121042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1121042.375000 Penalty: 2937.313965
	Iteration 38Q: 3 clusters Score -1121042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1121042.375000 Penalty: 2937.313965
	Iteration 39F: 3 clusters Score -1121042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -370554.656250 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -370554.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -367872.500000 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -367872.5 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -368485.531250 Penalty: 2593.952148
	Iteration 1F: 3 clusters Score -368485.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -368607.750000 Penalty: 2593.952148
	Iteration 2F: 3 clusters Score -368607.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -368665.781250 Penalty: 2593.952148
	Iteration 3Q: 3 clusters Score -368665.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -368702.593750 Penalty: 2593.952148
	Iteration 4Q: 3 clusters Score -368702.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -368732.125000 Penalty: 2593.952148
	Iteration 5Q: 3 clusters Score -368732.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -368758.468750 Penalty: 2593.952148
	Iteration 6Q: 3 clusters Score -368758.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -368774.687500 Penalty: 2593.952148
	Iteration 7Q: 3 clusters Score -368774.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -368785.781250 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -368785.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -368800.406250 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -368800.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -368813.625000 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -368813.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -368828.093750 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -368828.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -368837.000000 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -368837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -368844.125000 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -368844.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -368852.375000 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -368852.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -368860.156250 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -368860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -368866.375000 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -368866.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -368876.687500 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -368876.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -368882.156250 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -368882.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -368889.875000 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -368889.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -368899.437500 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -368899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -368906.343750 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -368906.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -368913.843750 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -368913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -368923.437500 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -368923.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -368939.406250 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -368939.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -368959.093750 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -368959.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -368982.625000 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -368982.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -369005.156250 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -369005.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -369030.156250 Penalty: 2593.952148
	Iteration 28Q: 3 clusters Score -369030.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -369051.906250 Penalty: 2593.952148
	Iteration 29Q: 3 clusters Score -369051.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -369076.656250 Penalty: 2593.952148
	Iteration 30Q: 3 clusters Score -369076.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -369098.843750 Penalty: 2593.952148
	Iteration 31Q: 3 clusters Score -369098.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -369118.812500 Penalty: 2593.952148
	Iteration 32Q: 3 clusters Score -369118.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -369147.218750 Penalty: 2593.952148
	Iteration 33Q: 3 clusters Score -369147.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -369181.375000 Penalty: 2593.952148
	Iteration 34Q: 3 clusters Score -369181.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -369214.031250 Penalty: 2593.952148
	Iteration 35Q: 3 clusters Score -369214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -369247.125000 Penalty: 2593.952148
	Iteration 36Q: 3 clusters Score -369247.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -369274.625000 Penalty: 2593.952148
	Iteration 37Q: 3 clusters Score -369274.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -369298.343750 Penalty: 2593.952148
	Iteration 38Q: 3 clusters Score -369298.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -369311.968750 Penalty: 2593.952148
	Iteration 39Q: 3 clusters Score -369312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -369326.500000 Penalty: 2593.952148
	Iteration 40F: 3 clusters Score -369326.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -369345.781250 Penalty: 2593.952148
	Iteration 41Q: 3 clusters Score -369345.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -369365.937500 Penalty: 2593.952148
	Iteration 42Q: 3 clusters Score -369365.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -369378.125000 Penalty: 2593.952148
	Iteration 43Q: 3 clusters Score -369378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -369387.625000 Penalty: 2593.952148
	Iteration 44Q: 3 clusters Score -369387.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -369399.218750 Penalty: 2593.952148
	Iteration 45Q: 3 clusters Score -369399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -369403.625000 Penalty: 2593.952148
	Iteration 46Q: 3 clusters Score -369403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -369404.718750 Penalty: 2593.952148
	Iteration 47Q: 3 clusters Score -369404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -369406.656250 Penalty: 2593.952148
	Iteration 48Q: 3 clusters Score -369406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -369407.437500 Penalty: 2593.952148
	Iteration 49Q: 3 clusters Score -369407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -369407.437500 Penalty: 2593.952148
	Iteration 50F: 3 clusters Score -369407.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Entering Unmasked Estep 
Score: -1952313.375000 Penalty: 1562.903931
	Iteration 0F: 2 clusters Score -1952313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1941899.500000 Penalty: 3125.807861
	Iteration 0F: 3 clusters Score -1941900 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1945457.250000 Penalty: 3125.807861
	Iteration 1F: 3 clusters Score -1945457 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1945765.875000 Penalty: 3125.807861
	Iteration 2F: 3 clusters Score -1945766 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1946066.875000 Penalty: 3125.807861
	Iteration 3Q: 3 clusters Score -1946067 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1946342.125000 Penalty: 3125.807861
	Iteration 4Q: 3 clusters Score -1946342 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1946658.875000 Penalty: 3125.807861
	Iteration 5Q: 3 clusters Score -1946659 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1947037.125000 Penalty: 3125.807861
	Iteration 6Q: 3 clusters Score -1947037 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1947502.000000 Penalty: 3125.807861
	Iteration 7Q: 3 clusters Score -1947502 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1948063.750000 Penalty: 3125.807861
	Iteration 8F: 3 clusters Score -1948064 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1948667.875000 Penalty: 3125.807861
	Iteration 9F: 3 clusters Score -1948668 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1949218.750000 Penalty: 3125.807861
	Iteration 10Q: 3 clusters Score -1949219 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1949708.375000 Penalty: 3125.807861
	Iteration 11Q: 3 clusters Score -1949708 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1950129.000000 Penalty: 3125.807861
	Iteration 12Q: 3 clusters Score -1950129 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1950407.000000 Penalty: 3125.807861
	Iteration 13Q: 3 clusters Score -1950407 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1950588.250000 Penalty: 3125.807861
	Iteration 14Q: 3 clusters Score -1950588 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1950726.750000 Penalty: 3125.807861
	Iteration 15Q: 3 clusters Score -1950727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1950818.125000 Penalty: 3125.807861
	Iteration 16Q: 3 clusters Score -1950818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1950868.125000 Penalty: 3125.807861
	Iteration 17Q: 3 clusters Score -1950868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1950914.375000 Penalty: 3125.807861
	Iteration 18Q: 3 clusters Score -1950914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1950948.625000 Penalty: 3125.807861
	Iteration 19Q: 3 clusters Score -1950949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1950962.750000 Penalty: 3125.807861
	Iteration 20F: 3 clusters Score -1950963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1950975.000000 Penalty: 3125.807861
	Iteration 21Q: 3 clusters Score -1950975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1950981.875000 Penalty: 3125.807861
	Iteration 22Q: 3 clusters Score -1950982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1950994.250000 Penalty: 3125.807861
	Iteration 23Q: 3 clusters Score -1950994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1950998.500000 Penalty: 3125.807861
	Iteration 24Q: 3 clusters Score -1950998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1951003.375000 Penalty: 3125.807861
	Iteration 25Q: 3 clusters Score -1951003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1951006.500000 Penalty: 3125.807861
	Iteration 26Q: 3 clusters Score -1951006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1951007.750000 Penalty: 3125.807861
	Iteration 27Q: 3 clusters Score -1951008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1951009.375000 Penalty: 3125.807861
	Iteration 28Q: 3 clusters Score -1951009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1951011.500000 Penalty: 3125.807861
	Iteration 29Q: 3 clusters Score -1951012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1951010.750000 Penalty: 3125.807861
	Iteration 30Q: 3 clusters Score -1951011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1951011.250000 Penalty: 3125.807861
	Iteration 31Q: 3 clusters Score -1951011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1951011.250000 Penalty: 3125.807861
	Iteration 32F: 3 clusters Score -1951011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -311320.875000 Penalty: 1268.455811
	Iteration 0F: 2 clusters Score -311320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -308923.625000 Penalty: 2536.911621
	Iteration 0F: 3 clusters Score -308923.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -309483.062500 Penalty: 2536.911621
	Iteration 1F: 3 clusters Score -309483.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -309595.468750 Penalty: 2536.911621
	Iteration 2F: 3 clusters Score -309595.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -309662.718750 Penalty: 2536.911621
	Iteration 3Q: 3 clusters Score -309662.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -309711.781250 Penalty: 2536.911621
	Iteration 4Q: 3 clusters Score -309711.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309751.500000 Penalty: 2536.911621
	Iteration 5Q: 3 clusters Score -309751.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -309784.406250 Penalty: 2536.911621
	Iteration 6Q: 3 clusters Score -309784.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -309812.531250 Penalty: 2536.911621
	Iteration 7Q: 3 clusters Score -309812.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -309825.593750 Penalty: 2536.911621
	Iteration 8Q: 3 clusters Score -309825.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -309835.187500 Penalty: 2536.911621
	Iteration 9Q: 3 clusters Score -309835.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -309845.750000 Penalty: 2536.911621
	Iteration 10Q: 3 clusters Score -309845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -309857.468750 Penalty: 2536.911621
	Iteration 11Q: 3 clusters Score -309857.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -309869.781250 Penalty: 2536.911621
	Iteration 12Q: 3 clusters Score -309869.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -309879.250000 Penalty: 2536.911621
	Iteration 13Q: 3 clusters Score -309879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -309888.718750 Penalty: 2536.911621
	Iteration 14Q: 3 clusters Score -309888.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309895.750000 Penalty: 2536.911621
	Iteration 15Q: 3 clusters Score -309895.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -309905.000000 Penalty: 2536.911621
	Iteration 16Q: 3 clusters Score -309905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -309914.468750 Penalty: 2536.911621
	Iteration 17Q: 3 clusters Score -309914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -309924.125000 Penalty: 2536.911621
	Iteration 18Q: 3 clusters Score -309924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309930.031250 Penalty: 2536.911621
	Iteration 19Q: 3 clusters Score -309930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -309937.187500 Penalty: 2536.911621
	Iteration 20F: 3 clusters Score -309937.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -309945.312500 Penalty: 2536.911621
	Iteration 21Q: 3 clusters Score -309945.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -309952.687500 Penalty: 2536.911621
	Iteration 22Q: 3 clusters Score -309952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -309958.437500 Penalty: 2536.911621
	Iteration 23Q: 3 clusters Score -309958.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -309970.406250 Penalty: 2536.911621
	Iteration 24Q: 3 clusters Score -309970.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -309984.468750 Penalty: 2536.911621
	Iteration 25Q: 3 clusters Score -309984.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -309996.656250 Penalty: 2536.911621
	Iteration 26Q: 3 clusters Score -309996.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -310007.093750 Penalty: 2536.911621
	Iteration 27Q: 3 clusters Score -310007.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -310021.562500 Penalty: 2536.911621
	Iteration 28Q: 3 clusters Score -310021.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -310034.750000 Penalty: 2536.911621
	Iteration 29Q: 3 clusters Score -310034.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -310049.000000 Penalty: 2536.911621
	Iteration 30Q: 3 clusters Score -310049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -310068.750000 Penalty: 2536.911621
	Iteration 31Q: 3 clusters Score -310068.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -310085.687500 Penalty: 2536.911621
	Iteration 32Q: 3 clusters Score -310085.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -310103.593750 Penalty: 2536.911621
	Iteration 33Q: 3 clusters Score -310103.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -310120.343750 Penalty: 2536.911621
	Iteration 34Q: 3 clusters Score -310120.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -310133.375000 Penalty: 2536.911621
	Iteration 35Q: 3 clusters Score -310133.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -310152.187500 Penalty: 2536.911621
	Iteration 36Q: 3 clusters Score -310152.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -310165.000000 Penalty: 2536.911621
	Iteration 37Q: 3 clusters Score -310165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -310177.187500 Penalty: 2536.911621
	Iteration 38Q: 3 clusters Score -310177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -310182.906250 Penalty: 2536.911621
	Iteration 39Q: 3 clusters Score -310182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -310188.375000 Penalty: 2536.911621
	Iteration 40F: 3 clusters Score -310188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -310192.906250 Penalty: 2536.911621
	Iteration 41Q: 3 clusters Score -310192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -310197.093750 Penalty: 2536.911621
	Iteration 42Q: 3 clusters Score -310197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -310202.781250 Penalty: 2536.911621
	Iteration 43Q: 3 clusters Score -310202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -310205.281250 Penalty: 2536.911621
	Iteration 44Q: 3 clusters Score -310205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -310207.468750 Penalty: 2536.911621
	Iteration 45Q: 3 clusters Score -310207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -310207.468750 Penalty: 2536.911621
	Iteration 46F: 3 clusters Score -310207.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8626.274414 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8626.274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8733.364258 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8733.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8762.008789 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8762.009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8775.795898 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8775.796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8775.795898 Penalty: 1576.909790
	Iteration 4F: 3 clusters Score -8775.796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Entering Unmasked Estep 
Score: -8186589.500000 Penalty: 1798.529175
	Iteration 0F: 2 clusters Score -8186590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8143747.000000 Penalty: 3597.058350
	Iteration 0F: 3 clusters Score -8143747 nChanged 30293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -8161373.500000 Penalty: 3597.058350
	Iteration 1F: 3 clusters Score -8161374 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -8162417.500000 Penalty: 3597.058350
	Iteration 2Q: 3 clusters Score -8162418 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -8163771.000000 Penalty: 3597.058350
	Iteration 3Q: 3 clusters Score -8163771 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -8165411.500000 Penalty: 3597.058350
	Iteration 4F: 3 clusters Score -8165412 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -8167355.500000 Penalty: 3597.058350
	Iteration 5F: 3 clusters Score -8167356 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -8169141.500000 Penalty: 3597.058350
	Iteration 6F: 3 clusters Score -8169142 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -8170780.500000 Penalty: 3597.058350
	Iteration 7F: 3 clusters Score -8170780 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -8171951.500000 Penalty: 3597.058350
	Iteration 8Q: 3 clusters Score -8171952 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8172781.500000 Penalty: 3597.058350
	Iteration 9Q: 3 clusters Score -8172782 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8173439.500000 Penalty: 3597.058350
	Iteration 10Q: 3 clusters Score -8173440 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8173955.500000 Penalty: 3597.058350
	Iteration 11Q: 3 clusters Score -8173956 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -8174612.000000 Penalty: 3597.058350
	Iteration 12Q: 3 clusters Score -8174612 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8175477.500000 Penalty: 3597.058350
	Iteration 13Q: 3 clusters Score -8175478 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8176455.500000 Penalty: 3597.058350
	Iteration 14Q: 3 clusters Score -8176456 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8177500.500000 Penalty: 3597.058350
	Iteration 15Q: 3 clusters Score -8177500 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8178284 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8178790.000000 Penalty: 3597.058350
	Iteration 17Q: 3 clusters Score -8178790 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8179101 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8179422 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -8179714.000000 Penalty: 3597.058350
	Iteration 20F: 3 clusters Score -8179714 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -8179996.000000 Penalty: 3597.058350
	Iteration 21Q: 3 clusters Score -8179996 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -8180335.500000 Penalty: 3597.058350
	Iteration 22Q: 3 clusters Score -8180336 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -8180661.000000 Penalty: 3597.058350
	Iteration 23Q: 3 clusters Score -8180661 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -8180966.500000 Penalty: 3597.058350
	Iteration 24Q: 3 clusters Score -8180966 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8181301 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -8181687.500000 Penalty: 3597.058350
	Iteration 26Q: 3 clusters Score -8181688 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -8181992.000000 Penalty: 3597.058350
	Iteration 27Q: 3 clusters Score -8181992 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -8182344.500000 Penalty: 3597.058350
	Iteration 28Q: 3 clusters Score -8182344 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -8182676.500000 Penalty: 3597.058350
	Iteration 29Q: 3 clusters Score -8182676 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -8182982.500000 Penalty: 3597.058350
	Iteration 30Q: 3 clusters Score -8182982 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -8183350.000000 Penalty: 3597.058350
	Iteration 31Q: 3 clusters Score -8183350 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -8183647.000000 Penalty: 3597.058350
	Iteration 32Q: 3 clusters Score -8183647 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -8183908.000000 Penalty: 3597.058350
	Iteration 33Q: 3 clusters Score -8183908 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -8184146.000000 Penalty: 3597.058350
	Iteration 34Q: 3 clusters Score -8184146 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -8184341.000000 Penalty: 3597.058350
	Iteration 35Q: 3 clusters Score -8184341 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -8184523.500000 Penalty: 3597.058350
	Iteration 36Q: 3 clusters Score -8184524 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -8184603.000000 Penalty: 3597.058350
	Iteration 37Q: 3 clusters Score -8184603 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -8184695.000000 Penalty: 3597.058350
	Iteration 38Q: 3 clusters Score -8184695 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -8184760.500000 Penalty: 3597.058350
	Iteration 39Q: 3 clusters Score -8184760 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -8184830.500000 Penalty: 3597.058350
	Iteration 40F: 3 clusters Score -8184830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -8184923.000000 Penalty: 3597.058350
	Iteration 41Q: 3 clusters Score -8184923 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -8184968.500000 Penalty: 3597.058350
	Iteration 42Q: 3 clusters Score -8184968 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -8185010.500000 Penalty: 3597.058350
	Iteration 43Q: 3 clusters Score -8185010 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -8185055.000000 Penalty: 3597.058350
	Iteration 44Q: 3 clusters Score -8185055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -8185079.000000 Penalty: 3597.058350
	Iteration 45Q: 3 clusters Score -8185079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -8185109.000000 Penalty: 3597.058350
	Iteration 46Q: 3 clusters Score -8185109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -8185127.500000 Penalty: 3597.058350
	Iteration 47Q: 3 clusters Score -8185128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -8185144.000000 Penalty: 3597.058350
	Iteration 48Q: 3 clusters Score -8185144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8185144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -8185165.500000 Penalty: 3597.058350
	Iteration 50Q: 3 clusters Score -8185166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -8185178.500000 Penalty: 3597.058350
	Iteration 51Q: 3 clusters Score -8185178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -8185201.500000 Penalty: 3597.058350
	Iteration 52Q: 3 clusters Score -8185202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -8185199.500000 Penalty: 3597.058350
	Iteration 53Q: 3 clusters Score -8185200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8185202.000000 Penalty: 3597.058350
	Iteration 54Q: 3 clusters Score -8185202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -8185212.000000 Penalty: 3597.058350
	Iteration 55Q: 3 clusters Score -8185212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -8185214.500000 Penalty: 3597.058350
	Iteration 56Q: 3 clusters Score -8185214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -8185230.000000 Penalty: 3597.058350
	Iteration 57Q: 3 clusters Score -8185230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -8185239.000000 Penalty: 3597.058350
	Iteration 58Q: 3 clusters Score -8185239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -8185248.000000 Penalty: 3597.058350
	Iteration 59Q: 3 clusters Score -8185248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -8185250.000000 Penalty: 3597.058350
	Iteration 60F: 3 clusters Score -8185250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -8185243.500000 Penalty: 3597.058350
	Iteration 61Q: 3 clusters Score -8185244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8185246.000000 Penalty: 3597.058350
	Iteration 62Q: 3 clusters Score -8185246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -8185238.500000 Penalty: 3597.058350
	Iteration 63Q: 3 clusters Score -8185238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -8185245.500000 Penalty: 3597.058350
	Iteration 64Q: 3 clusters Score -8185246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -8185256.500000 Penalty: 3597.058350
	Iteration 65Q: 3 clusters Score -8185256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -8185258.500000 Penalty: 3597.058350
	Iteration 66Q: 3 clusters Score -8185258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -8185263.500000 Penalty: 3597.058350
	Iteration 67Q: 3 clusters Score -8185264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -8185255.500000 Penalty: 3597.058350
	Iteration 68Q: 3 clusters Score -8185256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -8185258.000000 Penalty: 3597.058350
	Iteration 69Q: 3 clusters Score -8185258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -8185256.500000 Penalty: 3597.058350
	Iteration 70Q: 3 clusters Score -8185256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8185262.000000 Penalty: 3597.058350
	Iteration 71Q: 3 clusters Score -8185262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -8185261.500000 Penalty: 3597.058350
	Iteration 72Q: 3 clusters Score -8185262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -8185274.000000 Penalty: 3597.058350
	Iteration 73Q: 3 clusters Score -8185274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -8185283.000000 Penalty: 3597.058350
	Iteration 74Q: 3 clusters Score -8185283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -8185273.500000 Penalty: 3597.058350
	Iteration 75Q: 3 clusters Score -8185274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -8185286.500000 Penalty: 3597.058350
	Iteration 76Q: 3 clusters Score -8185286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8185274.500000 Penalty: 3597.058350
	Iteration 77Q: 3 clusters Score -8185274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -8185272.500000 Penalty: 3597.058350
	Iteration 78Q: 3 clusters Score -8185272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -8185275.000000 Penalty: 3597.058350
	Iteration 79Q: 3 clusters Score -8185275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -8185277.000000 Penalty: 3597.058350
	Iteration 80F: 3 clusters Score -8185277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -8185276.500000 Penalty: 3597.058350
	Iteration 81Q: 3 clusters Score -8185276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -8185287.500000 Penalty: 3597.058350
	Iteration 82Q: 3 clusters Score -8185288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -8185294.000000 Penalty: 3597.058350
	Iteration 83Q: 3 clusters Score -8185294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8185292.500000 Penalty: 3597.058350
	Iteration 84Q: 3 clusters Score -8185292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8185293.000000 Penalty: 3597.058350
	Iteration 85Q: 3 clusters Score -8185293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8185287.000000 Penalty: 3597.058350
	Iteration 86Q: 3 clusters Score -8185287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -8185286.500000 Penalty: 3597.058350
	Iteration 87Q: 3 clusters Score -8185286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8185289.500000 Penalty: 3597.058350
	Iteration 88Q: 3 clusters Score -8185290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -8185293.000000 Penalty: 3597.058350
	Iteration 89Q: 3 clusters Score -8185293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -8185291.000000 Penalty: 3597.058350
	Iteration 90Q: 3 clusters Score -8185291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -8185297.000000 Penalty: 3597.058350
	Iteration 91Q: 3 clusters Score -8185297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -8185294.000000 Penalty: 3597.058350
	Iteration 92Q: 3 clusters Score -8185294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8185296.000000 Penalty: 3597.058350
	Iteration 93Q: 3 clusters Score -8185296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -8185296.000000 Penalty: 3597.058350
	Iteration 94Q: 3 clusters Score -8185296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -8185308.000000 Penalty: 3597.058350
	Iteration 95Q: 3 clusters Score -8185308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -8185303.000000 Penalty: 3597.058350
	Iteration 96Q: 3 clusters Score -8185303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -8185305.000000 Penalty: 3597.058350
	Iteration 97Q: 3 clusters Score -8185305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -8185298.500000 Penalty: 3597.058350
	Iteration 98Q: 3 clusters Score -8185298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8185298.000000 Penalty: 3597.058350
	Iteration 99Q: 3 clusters Score -8185298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -8185300.500000 Penalty: 3597.058350
	Iteration 100F: 3 clusters Score -8185300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -8185304.000000 Penalty: 3597.058350
	Iteration 101Q: 3 clusters Score -8185304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -8185304.000000 Penalty: 3597.058350
	Iteration 102F: 3 clusters Score -8185304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Entering Unmasked Estep 
Score: -9642474.000000 Penalty: 1818.799072
	Iteration 0F: 2 clusters Score -9642474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -9595138.000000 Penalty: 3637.598145
	Iteration 0F: 3 clusters Score -9595138 nChanged 34540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -9615118.000000 Penalty: 3637.598145
	Iteration 1F: 3 clusters Score -9615118 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -9615534.000000 Penalty: 3637.598145
	Iteration 2Q: 3 clusters Score -9615534 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9616049.000000 Penalty: 3637.598145
	Iteration 3Q: 3 clusters Score -9616049 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -9616539.000000 Penalty: 3637.598145
	Iteration 4Q: 3 clusters Score -9616539 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -9617288.000000 Penalty: 3637.598145
	Iteration 5Q: 3 clusters Score -9617288 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -9618681.000000 Penalty: 3637.598145
	Iteration 6Q: 3 clusters Score -9618681 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -9620866.000000 Penalty: 3637.598145
	Iteration 7F: 3 clusters Score -9620866 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -9624274.000000 Penalty: 3637.598145
	Iteration 8F: 3 clusters Score -9624274 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -9629032.000000 Penalty: 3637.598145
	Iteration 9F: 3 clusters Score -9629032 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -9634105.000000 Penalty: 3637.598145
	Iteration 10F: 3 clusters Score -9634105 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -9637875.000000 Penalty: 3637.598145
	Iteration 11F: 3 clusters Score -9637875 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -9639738.000000 Penalty: 3637.598145
	Iteration 12Q: 3 clusters Score -9639738 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -9640457.000000 Penalty: 3637.598145
	Iteration 13Q: 3 clusters Score -9640457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -9640666.000000 Penalty: 3637.598145
	Iteration 14Q: 3 clusters Score -9640666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9640744.000000 Penalty: 3637.598145
	Iteration 15Q: 3 clusters Score -9640744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -9640784.000000 Penalty: 3637.598145
	Iteration 16Q: 3 clusters Score -9640784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -9640796.000000 Penalty: 3637.598145
	Iteration 17Q: 3 clusters Score -9640796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -9640807.000000 Penalty: 3637.598145
	Iteration 18Q: 3 clusters Score -9640807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -9640817.000000 Penalty: 3637.598145
	Iteration 19Q: 3 clusters Score -9640817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9640831.000000 Penalty: 3637.598145
	Iteration 20F: 3 clusters Score -9640831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -9640823.000000 Penalty: 3637.598145
	Iteration 21Q: 3 clusters Score -9640823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9640829.000000 Penalty: 3637.598145
	Iteration 22Q: 3 clusters Score -9640829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -9640841.000000 Penalty: 3637.598145
	Iteration 23Q: 3 clusters Score -9640841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -9640844.000000 Penalty: 3637.598145
	Iteration 24Q: 3 clusters Score -9640844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -9640844.000000 Penalty: 3637.598145
	Iteration 25F: 3 clusters Score -9640844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -1056189.500000 Penalty: 1468.347900
	Iteration 0F: 2 clusters Score -1056190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1050056.750000 Penalty: 2936.695801
	Iteration 0F: 3 clusters Score -1050057 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1052015.875000 Penalty: 2936.695801
	Iteration 1F: 3 clusters Score -1052016 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1052270.750000 Penalty: 2936.695801
	Iteration 2F: 3 clusters Score -1052271 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1052470.750000 Penalty: 2936.695801
	Iteration 3F: 3 clusters Score -1052471 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1052660.000000 Penalty: 2936.695801
	Iteration 4Q: 3 clusters Score -1052660 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1052887.750000 Penalty: 2936.695801
	Iteration 5Q: 3 clusters Score -1052888 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1053164.875000 Penalty: 2936.695801
	Iteration 6Q: 3 clusters Score -1053165 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1053413.125000 Penalty: 2936.695801
	Iteration 7Q: 3 clusters Score -1053413 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1053674.500000 Penalty: 2936.695801
	Iteration 8Q: 3 clusters Score -1053674 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1053898.000000 Penalty: 2936.695801
	Iteration 9Q: 3 clusters Score -1053898 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1054139.125000 Penalty: 2936.695801
	Iteration 10Q: 3 clusters Score -1054139 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1054345.250000 Penalty: 2936.695801
	Iteration 11Q: 3 clusters Score -1054345 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1054517.250000 Penalty: 2936.695801
	Iteration 12Q: 3 clusters Score -1054517 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1054633.250000 Penalty: 2936.695801
	Iteration 13Q: 3 clusters Score -1054633 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1054719.125000 Penalty: 2936.695801
	Iteration 14Q: 3 clusters Score -1054719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1054791.875000 Penalty: 2936.695801
	Iteration 15Q: 3 clusters Score -1054792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1054846.500000 Penalty: 2936.695801
	Iteration 16Q: 3 clusters Score -1054846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1054881.500000 Penalty: 2936.695801
	Iteration 17Q: 3 clusters Score -1054882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1054913.375000 Penalty: 2936.695801
	Iteration 18Q: 3 clusters Score -1054913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1054931.750000 Penalty: 2936.695801
	Iteration 19Q: 3 clusters Score -1054932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1054953.250000 Penalty: 2936.695801
	Iteration 20F: 3 clusters Score -1054953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1054965.000000 Penalty: 2936.695801
	Iteration 21Q: 3 clusters Score -1054965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1054967.375000 Penalty: 2936.695801
	Iteration 22Q: 3 clusters Score -1054967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1054969.125000 Penalty: 2936.695801
	Iteration 23Q: 3 clusters Score -1054969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1054972.250000 Penalty: 2936.695801
	Iteration 24Q: 3 clusters Score -1054972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1054974.000000 Penalty: 2936.695801
	Iteration 25Q: 3 clusters Score -1054974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1054972.750000 Penalty: 2936.695801
	Iteration 26Q: 3 clusters Score -1054973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1054976.250000 Penalty: 2936.695801
	Iteration 27Q: 3 clusters Score -1054976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1054978.250000 Penalty: 2936.695801
	Iteration 28Q: 3 clusters Score -1054978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1054979.500000 Penalty: 2936.695801
	Iteration 29Q: 3 clusters Score -1054980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1054981.250000 Penalty: 2936.695801
	Iteration 30Q: 3 clusters Score -1054981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1054985.500000 Penalty: 2936.695801
	Iteration 31Q: 3 clusters Score -1054986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1054986.500000 Penalty: 2936.695801
	Iteration 32Q: 3 clusters Score -1054986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1054987.250000 Penalty: 2936.695801
	Iteration 33Q: 3 clusters Score -1054987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1054989.750000 Penalty: 2936.695801
	Iteration 34Q: 3 clusters Score -1054990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1054990.625000 Penalty: 2936.695801
	Iteration 35Q: 3 clusters Score -1054991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1054991.750000 Penalty: 2936.695801
	Iteration 36Q: 3 clusters Score -1054992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1054991.875000 Penalty: 2936.695801
	Iteration 37Q: 3 clusters Score -1054992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1054993.250000 Penalty: 2936.695801
	Iteration 38Q: 3 clusters Score -1054993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1054995.000000 Penalty: 2936.695801
	Iteration 39Q: 3 clusters Score -1054995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1054998.875000 Penalty: 2936.695801
	Iteration 40F: 3 clusters Score -1054999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1054998.125000 Penalty: 2936.695801
	Iteration 41Q: 3 clusters Score -1054998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1054999.500000 Penalty: 2936.695801
	Iteration 42Q: 3 clusters Score -1055000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1055001.125000 Penalty: 2936.695801
	Iteration 43Q: 3 clusters Score -1055001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1055003.000000 Penalty: 2936.695801
	Iteration 44Q: 3 clusters Score -1055003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1055003.500000 Penalty: 2936.695801
	Iteration 45Q: 3 clusters Score -1055004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1055005.500000 Penalty: 2936.695801
	Iteration 46Q: 3 clusters Score -1055006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1055006.250000 Penalty: 2936.695801
	Iteration 47Q: 3 clusters Score -1055006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1055008.000000 Penalty: 2936.695801
	Iteration 48Q: 3 clusters Score -1055008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1055008.000000 Penalty: 2936.695801
	Iteration 49F: 3 clusters Score -1055008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Entering Unmasked Estep 
Score: -11308274.000000 Penalty: 1845.840210
	Iteration 0F: 2 clusters Score -1.130827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -11254600.000000 Penalty: 3691.680420
	Iteration 0F: 3 clusters Score -1.12546e+07 nChanged 40783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -11277729.000000 Penalty: 3691.680420
	Iteration 1F: 3 clusters Score -1.127773e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -11278510.000000 Penalty: 3691.680420
	Iteration 2Q: 3 clusters Score -1.127851e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -11279337.000000 Penalty: 3691.680420
	Iteration 3Q: 3 clusters Score -1.127934e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -11280417.000000 Penalty: 3691.680420
	Iteration 4Q: 3 clusters Score -1.128042e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -11282074.000000 Penalty: 3691.680420
	Iteration 5Q: 3 clusters Score -1.128207e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -11284520.000000 Penalty: 3691.680420
	Iteration 6F: 3 clusters Score -1.128452e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -11288204.000000 Penalty: 3691.680420
	Iteration 7F: 3 clusters Score -1.12882e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -11292396.000000 Penalty: 3691.680420
	Iteration 8F: 3 clusters Score -1.12924e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -11296115.000000 Penalty: 3691.680420
	Iteration 9F: 3 clusters Score -1.129612e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -11298917.000000 Penalty: 3691.680420
	Iteration 10Q: 3 clusters Score -1.129892e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -11301020.000000 Penalty: 3691.680420
	Iteration 11Q: 3 clusters Score -1.130102e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -11302648.000000 Penalty: 3691.680420
	Iteration 12Q: 3 clusters Score -1.130265e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -11303763.000000 Penalty: 3691.680420
	Iteration 13Q: 3 clusters Score -1.130376e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -11304554.000000 Penalty: 3691.680420
	Iteration 14Q: 3 clusters Score -1.130455e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -11305184.000000 Penalty: 3691.680420
	Iteration 15Q: 3 clusters Score -1.130518e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11305633.000000 Penalty: 3691.680420
	Iteration 16Q: 3 clusters Score -1.130563e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11305906.000000 Penalty: 3691.680420
	Iteration 17Q: 3 clusters Score -1.130591e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11306115.000000 Penalty: 3691.680420
	Iteration 18Q: 3 clusters Score -1.130612e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11306259.000000 Penalty: 3691.680420
	Iteration 19Q: 3 clusters Score -1.130626e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11306338.000000 Penalty: 3691.680420
	Iteration 20F: 3 clusters Score -1.130634e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11306414.000000 Penalty: 3691.680420
	Iteration 21Q: 3 clusters Score -1.130641e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11306473.000000 Penalty: 3691.680420
	Iteration 22Q: 3 clusters Score -1.130647e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11306506.000000 Penalty: 3691.680420
	Iteration 23Q: 3 clusters Score -1.130651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11306536.000000 Penalty: 3691.680420
	Iteration 24Q: 3 clusters Score -1.130654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11306580.000000 Penalty: 3691.680420
	Iteration 25Q: 3 clusters Score -1.130658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11306596.000000 Penalty: 3691.680420
	Iteration 26Q: 3 clusters Score -1.13066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11306605.000000 Penalty: 3691.680420
	Iteration 27Q: 3 clusters Score -1.13066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11306624.000000 Penalty: 3691.680420
	Iteration 28Q: 3 clusters Score -1.130662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11306633.000000 Penalty: 3691.680420
	Iteration 29Q: 3 clusters Score -1.130663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11306644.000000 Penalty: 3691.680420
	Iteration 30Q: 3 clusters Score -1.130664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11306647.000000 Penalty: 3691.680420
	Iteration 31Q: 3 clusters Score -1.130665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11306654.000000 Penalty: 3691.680420
	Iteration 32Q: 3 clusters Score -1.130665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11306656.000000 Penalty: 3691.680420
	Iteration 33Q: 3 clusters Score -1.130666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11306659.000000 Penalty: 3691.680420
	Iteration 34Q: 3 clusters Score -1.130666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11306664.000000 Penalty: 3691.680420
	Iteration 35Q: 3 clusters Score -1.130666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11306670.000000 Penalty: 3691.680420
	Iteration 36Q: 3 clusters Score -1.130667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11306678.000000 Penalty: 3691.680420
	Iteration 37Q: 3 clusters Score -1.130668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -11306683.000000 Penalty: 3691.680420
	Iteration 38Q: 3 clusters Score -1.130668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11306691.000000 Penalty: 3691.680420
	Iteration 39Q: 3 clusters Score -1.130669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11306691.000000 Penalty: 3691.680420
	Iteration 40F: 3 clusters Score -1.130669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Entering Unmasked Estep 
Score: -3565794.000000 Penalty: 1664.491821
	Iteration 0F: 2 clusters Score -3565794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3546953.500000 Penalty: 3328.983643
	Iteration 0F: 3 clusters Score -3546954 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3554145.750000 Penalty: 3328.983643
	Iteration 1F: 3 clusters Score -3554146 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3554672.000000 Penalty: 3328.983643
	Iteration 2Q: 3 clusters Score -3554672 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3555328.500000 Penalty: 3328.983643
	Iteration 3F: 3 clusters Score -3555328 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3556139.500000 Penalty: 3328.983643
	Iteration 4F: 3 clusters Score -3556140 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3557192.750000 Penalty: 3328.983643
	Iteration 5F: 3 clusters Score -3557193 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3558313.750000 Penalty: 3328.983643
	Iteration 6F: 3 clusters Score -3558314 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3559480.500000 Penalty: 3328.983643
	Iteration 7F: 3 clusters Score -3559480 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3560596.250000 Penalty: 3328.983643
	Iteration 8F: 3 clusters Score -3560596 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3561614.000000 Penalty: 3328.983643
	Iteration 9Q: 3 clusters Score -3561614 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3562466.000000 Penalty: 3328.983643
	Iteration 10Q: 3 clusters Score -3562466 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3563105.250000 Penalty: 3328.983643
	Iteration 11Q: 3 clusters Score -3563105 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3563515.750000 Penalty: 3328.983643
	Iteration 12Q: 3 clusters Score -3563516 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3563811.000000 Penalty: 3328.983643
	Iteration 13Q: 3 clusters Score -3563811 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3564065.000000 Penalty: 3328.983643
	Iteration 14Q: 3 clusters Score -3564065 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3564247.750000 Penalty: 3328.983643
	Iteration 15Q: 3 clusters Score -3564248 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3564377.250000 Penalty: 3328.983643
	Iteration 16Q: 3 clusters Score -3564377 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3564456.500000 Penalty: 3328.983643
	Iteration 17Q: 3 clusters Score -3564456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3564525.750000 Penalty: 3328.983643
	Iteration 18Q: 3 clusters Score -3564526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3564571.250000 Penalty: 3328.983643
	Iteration 19Q: 3 clusters Score -3564571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3564595.500000 Penalty: 3328.983643
	Iteration 20F: 3 clusters Score -3564596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3564621.750000 Penalty: 3328.983643
	Iteration 21Q: 3 clusters Score -3564622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3564634.500000 Penalty: 3328.983643
	Iteration 22Q: 3 clusters Score -3564634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3564662.750000 Penalty: 3328.983643
	Iteration 23Q: 3 clusters Score -3564663 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3564685.500000 Penalty: 3328.983643
	Iteration 24Q: 3 clusters Score -3564686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3564707.500000 Penalty: 3328.983643
	Iteration 25Q: 3 clusters Score -3564708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3564718.250000 Penalty: 3328.983643
	Iteration 26Q: 3 clusters Score -3564718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3564723.500000 Penalty: 3328.983643
	Iteration 27Q: 3 clusters Score -3564724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3564731.000000 Penalty: 3328.983643
	Iteration 28Q: 3 clusters Score -3564731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3564737.000000 Penalty: 3328.983643
	Iteration 29Q: 3 clusters Score -3564737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3564731.250000 Penalty: 3328.983643
	Iteration 30Q: 3 clusters Score -3564731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3564736.500000 Penalty: 3328.983643
	Iteration 31Q: 3 clusters Score -3564736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3564735.000000 Penalty: 3328.983643
	Iteration 32Q: 3 clusters Score -3564735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3564743.000000 Penalty: 3328.983643
	Iteration 33Q: 3 clusters Score -3564743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3564750.000000 Penalty: 3328.983643
	Iteration 34Q: 3 clusters Score -3564750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3564754.500000 Penalty: 3328.983643
	Iteration 35Q: 3 clusters Score -3564754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3564760.000000 Penalty: 3328.983643
	Iteration 36Q: 3 clusters Score -3564760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3564764.500000 Penalty: 3328.983643
	Iteration 37Q: 3 clusters Score -3564764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3564770.750000 Penalty: 3328.983643
	Iteration 38Q: 3 clusters Score -3564771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3564778.250000 Penalty: 3328.983643
	Iteration 39Q: 3 clusters Score -3564778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3564779.500000 Penalty: 3328.983643
	Iteration 40F: 3 clusters Score -3564780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3564774.250000 Penalty: 3328.983643
	Iteration 41Q: 3 clusters Score -3564774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3564776.000000 Penalty: 3328.983643
	Iteration 42Q: 3 clusters Score -3564776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3564779.750000 Penalty: 3328.983643
	Iteration 43Q: 3 clusters Score -3564780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3564779.250000 Penalty: 3328.983643
	Iteration 44Q: 3 clusters Score -3564779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3564776.000000 Penalty: 3328.983643
	Iteration 45Q: 3 clusters Score -3564776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3564780.500000 Penalty: 3328.983643
	Iteration 46Q: 3 clusters Score -3564780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3564784.000000 Penalty: 3328.983643
	Iteration 47Q: 3 clusters Score -3564784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3564784.750000 Penalty: 3328.983643
	Iteration 48Q: 3 clusters Score -3564785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3564783.750000 Penalty: 3328.983643
	Iteration 49Q: 3 clusters Score -3564784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3564782.250000 Penalty: 3328.983643
	Iteration 50Q: 3 clusters Score -3564782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3564785.750000 Penalty: 3328.983643
	Iteration 51Q: 3 clusters Score -3564786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3564782.000000 Penalty: 3328.983643
	Iteration 52Q: 3 clusters Score -3564782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3564782.000000 Penalty: 3328.983643
	Iteration 53F: 3 clusters Score -3564782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -644466.187500 Penalty: 1395.705322
	Iteration 0F: 2 clusters Score -644466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -640218.937500 Penalty: 2791.410645
	Iteration 0F: 3 clusters Score -640218.9 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -641426.625000 Penalty: 2791.410645
	Iteration 1F: 3 clusters Score -641426.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -641709.000000 Penalty: 2791.410645
	Iteration 2F: 3 clusters Score -641709 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -641960.062500 Penalty: 2791.410645
	Iteration 3F: 3 clusters Score -641960.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -642121.500000 Penalty: 2791.410645
	Iteration 4F: 3 clusters Score -642121.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -642232.187500 Penalty: 2791.410645
	Iteration 5Q: 3 clusters Score -642232.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -642320.187500 Penalty: 2791.410645
	Iteration 6Q: 3 clusters Score -642320.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -642406.187500 Penalty: 2791.410645
	Iteration 7Q: 3 clusters Score -642406.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -642485.312500 Penalty: 2791.410645
	Iteration 8Q: 3 clusters Score -642485.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -642564.000000 Penalty: 2791.410645
	Iteration 9Q: 3 clusters Score -642564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -642633.062500 Penalty: 2791.410645
	Iteration 10Q: 3 clusters Score -642633.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -642698.187500 Penalty: 2791.410645
	Iteration 11Q: 3 clusters Score -642698.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -642769.625000 Penalty: 2791.410645
	Iteration 12Q: 3 clusters Score -642769.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -642844.437500 Penalty: 2791.410645
	Iteration 13Q: 3 clusters Score -642844.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -642915.750000 Penalty: 2791.410645
	Iteration 14Q: 3 clusters Score -642915.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -642989.375000 Penalty: 2791.410645
	Iteration 15Q: 3 clusters Score -642989.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -643059.437500 Penalty: 2791.410645
	Iteration 16Q: 3 clusters Score -643059.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -643116.625000 Penalty: 2791.410645
	Iteration 17Q: 3 clusters Score -643116.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -643165.062500 Penalty: 2791.410645
	Iteration 18Q: 3 clusters Score -643165.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -643196.000000 Penalty: 2791.410645
	Iteration 19Q: 3 clusters Score -643196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -643229.375000 Penalty: 2791.410645
	Iteration 20F: 3 clusters Score -643229.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -643257.375000 Penalty: 2791.410645
	Iteration 21Q: 3 clusters Score -643257.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -643282.437500 Penalty: 2791.410645
	Iteration 22Q: 3 clusters Score -643282.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -643302.625000 Penalty: 2791.410645
	Iteration 23Q: 3 clusters Score -643302.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -643324.812500 Penalty: 2791.410645
	Iteration 24Q: 3 clusters Score -643324.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -643346.312500 Penalty: 2791.410645
	Iteration 25Q: 3 clusters Score -643346.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -643380.375000 Penalty: 2791.410645
	Iteration 26Q: 3 clusters Score -643380.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -643413.000000 Penalty: 2791.410645
	Iteration 27Q: 3 clusters Score -643413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -643448.250000 Penalty: 2791.410645
	Iteration 28Q: 3 clusters Score -643448.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -643475.062500 Penalty: 2791.410645
	Iteration 29Q: 3 clusters Score -643475.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -643492.250000 Penalty: 2791.410645
	Iteration 30Q: 3 clusters Score -643492.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -643510.062500 Penalty: 2791.410645
	Iteration 31Q: 3 clusters Score -643510.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -643526.937500 Penalty: 2791.410645
	Iteration 32Q: 3 clusters Score -643526.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -643536.937500 Penalty: 2791.410645
	Iteration 33Q: 3 clusters Score -643536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -643544.750000 Penalty: 2791.410645
	Iteration 34Q: 3 clusters Score -643544.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -643552.187500 Penalty: 2791.410645
	Iteration 35Q: 3 clusters Score -643552.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -643556.937500 Penalty: 2791.410645
	Iteration 36Q: 3 clusters Score -643556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -643560.062500 Penalty: 2791.410645
	Iteration 37Q: 3 clusters Score -643560.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -643565.375000 Penalty: 2791.410645
	Iteration 38Q: 3 clusters Score -643565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -643570.062500 Penalty: 2791.410645
	Iteration 39Q: 3 clusters Score -643570.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -643573.250000 Penalty: 2791.410645
	Iteration 40F: 3 clusters Score -643573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -643577.125000 Penalty: 2791.410645
	Iteration 41Q: 3 clusters Score -643577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -643582.750000 Penalty: 2791.410645
	Iteration 42Q: 3 clusters Score -643582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -643590.687500 Penalty: 2791.410645
	Iteration 43Q: 3 clusters Score -643590.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -643600.875000 Penalty: 2791.410645
	Iteration 44Q: 3 clusters Score -643600.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -643605.562500 Penalty: 2791.410645
	Iteration 45Q: 3 clusters Score -643605.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -643608.562500 Penalty: 2791.410645
	Iteration 46Q: 3 clusters Score -643608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -643610.250000 Penalty: 2791.410645
	Iteration 47Q: 3 clusters Score -643610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -643612.875000 Penalty: 2791.410645
	Iteration 48Q: 3 clusters Score -643612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -643615.250000 Penalty: 2791.410645
	Iteration 49Q: 3 clusters Score -643615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -643616.437500 Penalty: 2791.410645
	Iteration 50Q: 3 clusters Score -643616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -643618.562500 Penalty: 2791.410645
	Iteration 51Q: 3 clusters Score -643618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -643618.437500 Penalty: 2791.410645
	Iteration 52Q: 3 clusters Score -643618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -643619.250000 Penalty: 2791.410645
	Iteration 53Q: 3 clusters Score -643619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -643619.312500 Penalty: 2791.410645
	Iteration 54Q: 3 clusters Score -643619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -643622.000000 Penalty: 2791.410645
	Iteration 55Q: 3 clusters Score -643622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -643623.000000 Penalty: 2791.410645
	Iteration 56Q: 3 clusters Score -643623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -643623.750000 Penalty: 2791.410645
	Iteration 57Q: 3 clusters Score -643623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -643624.000000 Penalty: 2791.410645
	Iteration 58Q: 3 clusters Score -643624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -643625.187500 Penalty: 2791.410645
	Iteration 59Q: 3 clusters Score -643625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -643627.062500 Penalty: 2791.410645
	Iteration 60F: 3 clusters Score -643627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -643626.937500 Penalty: 2791.410645
	Iteration 61Q: 3 clusters Score -643626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -643625.687500 Penalty: 2791.410645
	Iteration 62Q: 3 clusters Score -643625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -643626.875000 Penalty: 2791.410645
	Iteration 63Q: 3 clusters Score -643626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -643626.750000 Penalty: 2791.410645
	Iteration 64Q: 3 clusters Score -643626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -643629.000000 Penalty: 2791.410645
	Iteration 65Q: 3 clusters Score -643629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -643629.187500 Penalty: 2791.410645
	Iteration 66Q: 3 clusters Score -643629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -643629.187500 Penalty: 2791.410645
	Iteration 67F: 3 clusters Score -643629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Entering Unmasked Estep 
Score: -1402830.375000 Penalty: 1507.279541
	Iteration 0F: 2 clusters Score -1402830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1395323.125000 Penalty: 3014.559082
	Iteration 0F: 3 clusters Score -1395323 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1397753.000000 Penalty: 3014.559082
	Iteration 1F: 3 clusters Score -1397753 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1398020.250000 Penalty: 3014.559082
	Iteration 2F: 3 clusters Score -1398020 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1398246.000000 Penalty: 3014.559082
	Iteration 3Q: 3 clusters Score -1398246 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1398481.375000 Penalty: 3014.559082
	Iteration 4Q: 3 clusters Score -1398481 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1398751.250000 Penalty: 3014.559082
	Iteration 5Q: 3 clusters Score -1398751 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1399031.250000 Penalty: 3014.559082
	Iteration 6Q: 3 clusters Score -1399031 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1399358.000000 Penalty: 3014.559082
	Iteration 7Q: 3 clusters Score -1399358 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1399705.000000 Penalty: 3014.559082
	Iteration 8Q: 3 clusters Score -1399705 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1400028.875000 Penalty: 3014.559082
	Iteration 9Q: 3 clusters Score -1400029 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1400353.250000 Penalty: 3014.559082
	Iteration 10Q: 3 clusters Score -1400353 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1400609.250000 Penalty: 3014.559082
	Iteration 11Q: 3 clusters Score -1400609 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1400782.750000 Penalty: 3014.559082
	Iteration 12Q: 3 clusters Score -1400783 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1400932.750000 Penalty: 3014.559082
	Iteration 13Q: 3 clusters Score -1400933 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1401068.250000 Penalty: 3014.559082
	Iteration 14Q: 3 clusters Score -1401068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1401178.250000 Penalty: 3014.559082
	Iteration 15Q: 3 clusters Score -1401178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1401272.125000 Penalty: 3014.559082
	Iteration 16Q: 3 clusters Score -1401272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1401353.375000 Penalty: 3014.559082
	Iteration 17Q: 3 clusters Score -1401353 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1401434.125000 Penalty: 3014.559082
	Iteration 18Q: 3 clusters Score -1401434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1401486.375000 Penalty: 3014.559082
	Iteration 19Q: 3 clusters Score -1401486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1401529.500000 Penalty: 3014.559082
	Iteration 20F: 3 clusters Score -1401530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1401563.125000 Penalty: 3014.559082
	Iteration 21Q: 3 clusters Score -1401563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1401587.750000 Penalty: 3014.559082
	Iteration 22Q: 3 clusters Score -1401588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1401600.375000 Penalty: 3014.559082
	Iteration 23Q: 3 clusters Score -1401600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1401616.875000 Penalty: 3014.559082
	Iteration 24Q: 3 clusters Score -1401617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1401628.125000 Penalty: 3014.559082
	Iteration 25Q: 3 clusters Score -1401628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1401633.500000 Penalty: 3014.559082
	Iteration 26Q: 3 clusters Score -1401634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1401639.000000 Penalty: 3014.559082
	Iteration 27Q: 3 clusters Score -1401639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1401642.625000 Penalty: 3014.559082
	Iteration 28Q: 3 clusters Score -1401643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1401650.750000 Penalty: 3014.559082
	Iteration 29Q: 3 clusters Score -1401651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1401656.625000 Penalty: 3014.559082
	Iteration 30Q: 3 clusters Score -1401657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1401662.250000 Penalty: 3014.559082
	Iteration 31Q: 3 clusters Score -1401662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1401667.125000 Penalty: 3014.559082
	Iteration 32Q: 3 clusters Score -1401667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1401669.125000 Penalty: 3014.559082
	Iteration 33Q: 3 clusters Score -1401669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1401671.000000 Penalty: 3014.559082
	Iteration 34Q: 3 clusters Score -1401671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1401672.625000 Penalty: 3014.559082
	Iteration 35Q: 3 clusters Score -1401673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1401675.000000 Penalty: 3014.559082
	Iteration 36Q: 3 clusters Score -1401675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1401680.375000 Penalty: 3014.559082
	Iteration 37Q: 3 clusters Score -1401680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1401680.875000 Penalty: 3014.559082
	Iteration 38Q: 3 clusters Score -1401681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1401680.875000 Penalty: 3014.559082
	Iteration 39Q: 3 clusters Score -1401681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1401683.750000 Penalty: 3014.559082
	Iteration 40F: 3 clusters Score -1401684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1401683.875000 Penalty: 3014.559082
	Iteration 41Q: 3 clusters Score -1401684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1401686.250000 Penalty: 3014.559082
	Iteration 42Q: 3 clusters Score -1401686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1401689.000000 Penalty: 3014.559082
	Iteration 43Q: 3 clusters Score -1401689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1401688.250000 Penalty: 3014.559082
	Iteration 44Q: 3 clusters Score -1401688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1401687.125000 Penalty: 3014.559082
	Iteration 45Q: 3 clusters Score -1401687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1401693.250000 Penalty: 3014.559082
	Iteration 46Q: 3 clusters Score -1401693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1401693.250000 Penalty: 3014.559082
	Iteration 47Q: 3 clusters Score -1401693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1401694.250000 Penalty: 3014.559082
	Iteration 48Q: 3 clusters Score -1401694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1401694.875000 Penalty: 3014.559082
	Iteration 49Q: 3 clusters Score -1401695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1401692.625000 Penalty: 3014.559082
	Iteration 50Q: 3 clusters Score -1401693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1401694.625000 Penalty: 3014.559082
	Iteration 51Q: 3 clusters Score -1401695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1401698.375000 Penalty: 3014.559082
	Iteration 52Q: 3 clusters Score -1401698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1401697.500000 Penalty: 3014.559082
	Iteration 53Q: 3 clusters Score -1401698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1401699.625000 Penalty: 3014.559082
	Iteration 54Q: 3 clusters Score -1401700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1401703.375000 Penalty: 3014.559082
	Iteration 55Q: 3 clusters Score -1401703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1401702.125000 Penalty: 3014.559082
	Iteration 56Q: 3 clusters Score -1401702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1401701.875000 Penalty: 3014.559082
	Iteration 57Q: 3 clusters Score -1401702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1401701.875000 Penalty: 3014.559082
	Iteration 58F: 3 clusters Score -1401702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Entering Unmasked Estep 
Score: -637901.750000 Penalty: 1390.729492
	Iteration 0F: 2 clusters Score -637901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -633769.312500 Penalty: 2781.458984
	Iteration 0F: 3 clusters Score -633769.3 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -634975.687500 Penalty: 2781.458984
	Iteration 1F: 3 clusters Score -634975.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -635174.250000 Penalty: 2781.458984
	Iteration 2F: 3 clusters Score -635174.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -635308.250000 Penalty: 2781.458984
	Iteration 3F: 3 clusters Score -635308.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -635403.500000 Penalty: 2781.458984
	Iteration 4Q: 3 clusters Score -635403.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -635467.562500 Penalty: 2781.458984
	Iteration 5Q: 3 clusters Score -635467.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -635518.125000 Penalty: 2781.458984
	Iteration 6Q: 3 clusters Score -635518.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -635574.062500 Penalty: 2781.458984
	Iteration 7Q: 3 clusters Score -635574.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -635618.250000 Penalty: 2781.458984
	Iteration 8Q: 3 clusters Score -635618.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -635667.812500 Penalty: 2781.458984
	Iteration 9Q: 3 clusters Score -635667.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -635721.812500 Penalty: 2781.458984
	Iteration 10Q: 3 clusters Score -635721.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -635785.375000 Penalty: 2781.458984
	Iteration 11Q: 3 clusters Score -635785.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -635846.187500 Penalty: 2781.458984
	Iteration 12Q: 3 clusters Score -635846.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -635896.812500 Penalty: 2781.458984
	Iteration 13Q: 3 clusters Score -635896.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -635946.500000 Penalty: 2781.458984
	Iteration 14Q: 3 clusters Score -635946.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -635986.000000 Penalty: 2781.458984
	Iteration 15Q: 3 clusters Score -635986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -636036.125000 Penalty: 2781.458984
	Iteration 16Q: 3 clusters Score -636036.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -636100.625000 Penalty: 2781.458984
	Iteration 17Q: 3 clusters Score -636100.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -636153.875000 Penalty: 2781.458984
	Iteration 18Q: 3 clusters Score -636153.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -636206.375000 Penalty: 2781.458984
	Iteration 19Q: 3 clusters Score -636206.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -636258.375000 Penalty: 2781.458984
	Iteration 20F: 3 clusters Score -636258.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -636310.187500 Penalty: 2781.458984
	Iteration 21Q: 3 clusters Score -636310.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -636348.187500 Penalty: 2781.458984
	Iteration 22Q: 3 clusters Score -636348.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -636392.312500 Penalty: 2781.458984
	Iteration 23Q: 3 clusters Score -636392.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -636435.937500 Penalty: 2781.458984
	Iteration 24Q: 3 clusters Score -636435.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -636482.125000 Penalty: 2781.458984
	Iteration 25Q: 3 clusters Score -636482.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -636516.187500 Penalty: 2781.458984
	Iteration 26Q: 3 clusters Score -636516.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -636533.812500 Penalty: 2781.458984
	Iteration 27Q: 3 clusters Score -636533.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -636552.375000 Penalty: 2781.458984
	Iteration 28Q: 3 clusters Score -636552.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -636572.750000 Penalty: 2781.458984
	Iteration 29Q: 3 clusters Score -636572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -636584.062500 Penalty: 2781.458984
	Iteration 30Q: 3 clusters Score -636584.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -636591.937500 Penalty: 2781.458984
	Iteration 31Q: 3 clusters Score -636591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -636597.312500 Penalty: 2781.458984
	Iteration 32Q: 3 clusters Score -636597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -636599.500000 Penalty: 2781.458984
	Iteration 33Q: 3 clusters Score -636599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -636600.062500 Penalty: 2781.458984
	Iteration 34Q: 3 clusters Score -636600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -636602.125000 Penalty: 2781.458984
	Iteration 35Q: 3 clusters Score -636602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -636602.875000 Penalty: 2781.458984
	Iteration 36Q: 3 clusters Score -636602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -636603.500000 Penalty: 2781.458984
	Iteration 37Q: 3 clusters Score -636603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -636603.812500 Penalty: 2781.458984
	Iteration 38Q: 3 clusters Score -636603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -636605.250000 Penalty: 2781.458984
	Iteration 39Q: 3 clusters Score -636605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -636605.250000 Penalty: 2781.458984
	Iteration 40F: 3 clusters Score -636605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -714000.250000 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -714000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -709779.750000 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -709779.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -710948.000000 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -710948 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -711092.562500 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -711092.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -711192.312500 Penalty: 2795.139893
	Iteration 3Q: 3 clusters Score -711192.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -711277.875000 Penalty: 2795.139893
	Iteration 4Q: 3 clusters Score -711277.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -711330.312500 Penalty: 2795.139893
	Iteration 5Q: 3 clusters Score -711330.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -711379.375000 Penalty: 2795.139893
	Iteration 6Q: 3 clusters Score -711379.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -711426.062500 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -711426.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -711484.937500 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -711484.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -711543.312500 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -711543.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -711613.250000 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -711613.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -711692.437500 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -711692.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -711781.500000 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -711781.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -711878.937500 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -711878.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -711988.250000 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -711988.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -712116.500000 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -712116.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -712239.500000 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -712239.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -712353.562500 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -712353.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -712445.812500 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -712445.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -712531.687500 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -712531.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -712607.687500 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -712607.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -712674.625000 Penalty: 2795.139893
	Iteration 21Q: 3 clusters Score -712674.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -712709.875000 Penalty: 2795.139893
	Iteration 22Q: 3 clusters Score -712709.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -712728.375000 Penalty: 2795.139893
	Iteration 23Q: 3 clusters Score -712728.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -712744.937500 Penalty: 2795.139893
	Iteration 24Q: 3 clusters Score -712744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -712754.937500 Penalty: 2795.139893
	Iteration 25Q: 3 clusters Score -712754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -712765.750000 Penalty: 2795.139893
	Iteration 26Q: 3 clusters Score -712765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -712771.187500 Penalty: 2795.139893
	Iteration 27Q: 3 clusters Score -712771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -712775.250000 Penalty: 2795.139893
	Iteration 28Q: 3 clusters Score -712775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -712777.000000 Penalty: 2795.139893
	Iteration 29Q: 3 clusters Score -712777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -712778.375000 Penalty: 2795.139893
	Iteration 30Q: 3 clusters Score -712778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -712780.000000 Penalty: 2795.139893
	Iteration 31Q: 3 clusters Score -712780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -712780.812500 Penalty: 2795.139893
	Iteration 32Q: 3 clusters Score -712780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -712781.062500 Penalty: 2795.139893
	Iteration 33Q: 3 clusters Score -712781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -712781.062500 Penalty: 2795.139893
	Iteration 34F: 3 clusters Score -712781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -614225.875000 Penalty: 1377.274780
	Iteration 0F: 2 clusters Score -614225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -610387.937500 Penalty: 2754.549561
	Iteration 0F: 3 clusters Score -610387.9 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -611347.000000 Penalty: 2754.549561
	Iteration 1F: 3 clusters Score -611347 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -611515.812500 Penalty: 2754.549561
	Iteration 2F: 3 clusters Score -611515.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -611660.875000 Penalty: 2754.549561
	Iteration 3F: 3 clusters Score -611660.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -611797.625000 Penalty: 2754.549561
	Iteration 4Q: 3 clusters Score -611797.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -611944.187500 Penalty: 2754.549561
	Iteration 5Q: 3 clusters Score -611944.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -612093.125000 Penalty: 2754.549561
	Iteration 6Q: 3 clusters Score -612093.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -612235.562500 Penalty: 2754.549561
	Iteration 7Q: 3 clusters Score -612235.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -612383.812500 Penalty: 2754.549561
	Iteration 8Q: 3 clusters Score -612383.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -612541.062500 Penalty: 2754.549561
	Iteration 9Q: 3 clusters Score -612541.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -612673.687500 Penalty: 2754.549561
	Iteration 10Q: 3 clusters Score -612673.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -612754.437500 Penalty: 2754.549561
	Iteration 11Q: 3 clusters Score -612754.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -612811.687500 Penalty: 2754.549561
	Iteration 12Q: 3 clusters Score -612811.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -612845.562500 Penalty: 2754.549561
	Iteration 13Q: 3 clusters Score -612845.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -612868.312500 Penalty: 2754.549561
	Iteration 14Q: 3 clusters Score -612868.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -612882.000000 Penalty: 2754.549561
	Iteration 15Q: 3 clusters Score -612882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -612895.187500 Penalty: 2754.549561
	Iteration 16Q: 3 clusters Score -612895.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -612909.687500 Penalty: 2754.549561
	Iteration 17Q: 3 clusters Score -612909.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -612912.750000 Penalty: 2754.549561
	Iteration 18Q: 3 clusters Score -612912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -612918.312500 Penalty: 2754.549561
	Iteration 19Q: 3 clusters Score -612918.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -612925.312500 Penalty: 2754.549561
	Iteration 20F: 3 clusters Score -612925.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -612928.125000 Penalty: 2754.549561
	Iteration 21Q: 3 clusters Score -612928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -612929.750000 Penalty: 2754.549561
	Iteration 22Q: 3 clusters Score -612929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -612933.062500 Penalty: 2754.549561
	Iteration 23Q: 3 clusters Score -612933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -612934.250000 Penalty: 2754.549561
	Iteration 24Q: 3 clusters Score -612934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -612936.625000 Penalty: 2754.549561
	Iteration 25Q: 3 clusters Score -612936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -612937.437500 Penalty: 2754.549561
	Iteration 26Q: 3 clusters Score -612937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -612937.250000 Penalty: 2754.549561
	Iteration 27Q: 3 clusters Score -612937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -612937.250000 Penalty: 2754.549561
	Iteration 28F: 3 clusters Score -612937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7604.786133 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7604.786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7688.879395 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7688.879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7716.144043 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7716.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7716.144043 Penalty: 1499.914185
	Iteration 3F: 3 clusters Score -7716.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -425084.906250 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -425084.9 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 1581 members 
Entering Unmasked Estep 
Score: -422254.468750 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -422254.5 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -422909.437500 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -422909.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -423033.468750 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -423033.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -423104.031250 Penalty: 2622.434326
	Iteration 3Q: 3 clusters Score -423104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -423152.218750 Penalty: 2622.434326
	Iteration 4Q: 3 clusters Score -423152.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -423190.375000 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -423190.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -423223.656250 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -423223.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -423250.375000 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -423250.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423273.281250 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -423273.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -423299.906250 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -423299.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -423315.750000 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -423315.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -423331.812500 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -423331.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -423348.562500 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -423348.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -423368.406250 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -423368.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -423391.187500 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -423391.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -423420.062500 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -423420.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -423449.125000 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -423449.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -423475.875000 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -423475.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -423506.656250 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -423506.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -423545.437500 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -423545.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -423577.750000 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -423577.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -423604.843750 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -423604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -423635.218750 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -423635.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -423657.531250 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -423657.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -423675.406250 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -423675.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -423698.812500 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -423698.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -423716.781250 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -423716.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -423740.187500 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -423740.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -423758.562500 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -423758.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -423775.656250 Penalty: 2622.434326
	Iteration 29Q: 3 clusters Score -423775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -423790.093750 Penalty: 2622.434326
	Iteration 30Q: 3 clusters Score -423790.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -423807.312500 Penalty: 2622.434326
	Iteration 31Q: 3 clusters Score -423807.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -423824.250000 Penalty: 2622.434326
	Iteration 32Q: 3 clusters Score -423824.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -423841.906250 Penalty: 2622.434326
	Iteration 33Q: 3 clusters Score -423841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -423856.906250 Penalty: 2622.434326
	Iteration 34Q: 3 clusters Score -423856.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -423869.343750 Penalty: 2622.434326
	Iteration 35Q: 3 clusters Score -423869.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -423877.937500 Penalty: 2622.434326
	Iteration 36Q: 3 clusters Score -423877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -423883.343750 Penalty: 2622.434326
	Iteration 37Q: 3 clusters Score -423883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -423886.656250 Penalty: 2622.434326
	Iteration 38Q: 3 clusters Score -423886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -423888.218750 Penalty: 2622.434326
	Iteration 39Q: 3 clusters Score -423888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -423890.593750 Penalty: 2622.434326
	Iteration 40F: 3 clusters Score -423890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -423893.562500 Penalty: 2622.434326
	Iteration 41Q: 3 clusters Score -423893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -423895.437500 Penalty: 2622.434326
	Iteration 42Q: 3 clusters Score -423895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -423895.437500 Penalty: 2622.434326
	Iteration 43F: 3 clusters Score -423895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Entering Unmasked Estep 
Score: -10392537.000000 Penalty: 1830.727295
	Iteration 0F: 2 clusters Score -1.039254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -10343621.000000 Penalty: 3661.454590
	Iteration 0F: 3 clusters Score -1.034362e+07 nChanged 37115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -10365331.000000 Penalty: 3661.454590
	Iteration 1F: 3 clusters Score -1.036533e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -10366351.000000 Penalty: 3661.454590
	Iteration 2Q: 3 clusters Score -1.036635e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -10368045.000000 Penalty: 3661.454590
	Iteration 3Q: 3 clusters Score -1.036804e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -10371004.000000 Penalty: 3661.454590
	Iteration 4F: 3 clusters Score -1.0371e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -10375712.000000 Penalty: 3661.454590
	Iteration 5F: 3 clusters Score -1.037571e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -10381254.000000 Penalty: 3661.454590
	Iteration 6F: 3 clusters Score -1.038125e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -10386176.000000 Penalty: 3661.454590
	Iteration 7F: 3 clusters Score -1.038618e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10389089.000000 Penalty: 3661.454590
	Iteration 8Q: 3 clusters Score -1.038909e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10390299.000000 Penalty: 3661.454590
	Iteration 9Q: 3 clusters Score -1.03903e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10390678.000000 Penalty: 3661.454590
	Iteration 10Q: 3 clusters Score -1.039068e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10390799.000000 Penalty: 3661.454590
	Iteration 11Q: 3 clusters Score -1.03908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10390831.000000 Penalty: 3661.454590
	Iteration 12Q: 3 clusters Score -1.039083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10390837.000000 Penalty: 3661.454590
	Iteration 13Q: 3 clusters Score -1.039084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10390841.000000 Penalty: 3661.454590
	Iteration 14Q: 3 clusters Score -1.039084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10390841.000000 Penalty: 3661.454590
	Iteration 15Q: 3 clusters Score -1.039084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10390841.000000 Penalty: 3661.454590
	Iteration 16F: 3 clusters Score -1.039084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Entering Unmasked Estep 
Score: -5001421.000000 Penalty: 1713.635010
	Iteration 0F: 2 clusters Score -5001421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4975848.000000 Penalty: 3427.270020
	Iteration 0F: 3 clusters Score -4975848 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4985823.500000 Penalty: 3427.270020
	Iteration 1F: 3 clusters Score -4985824 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4986143.500000 Penalty: 3427.270020
	Iteration 2Q: 3 clusters Score -4986144 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4986448.000000 Penalty: 3427.270020
	Iteration 3Q: 3 clusters Score -4986448 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4986758.500000 Penalty: 3427.270020
	Iteration 4Q: 3 clusters Score -4986758 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4987071.500000 Penalty: 3427.270020
	Iteration 5Q: 3 clusters Score -4987072 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4987426.500000 Penalty: 3427.270020
	Iteration 6Q: 3 clusters Score -4987426 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -4987802.000000 Penalty: 3427.270020
	Iteration 7Q: 3 clusters Score -4987802 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4988327.000000 Penalty: 3427.270020
	Iteration 8Q: 3 clusters Score -4988327 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4989096.000000 Penalty: 3427.270020
	Iteration 9Q: 3 clusters Score -4989096 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4990105.500000 Penalty: 3427.270020
	Iteration 10Q: 3 clusters Score -4990106 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4991357.500000 Penalty: 3427.270020
	Iteration 11Q: 3 clusters Score -4991358 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4992770.000000 Penalty: 3427.270020
	Iteration 12Q: 3 clusters Score -4992770 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4993998.500000 Penalty: 3427.270020
	Iteration 13Q: 3 clusters Score -4993998 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4994853.000000 Penalty: 3427.270020
	Iteration 14Q: 3 clusters Score -4994853 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4995434.500000 Penalty: 3427.270020
	Iteration 15Q: 3 clusters Score -4995434 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4995954.500000 Penalty: 3427.270020
	Iteration 16Q: 3 clusters Score -4995954 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4996474.000000 Penalty: 3427.270020
	Iteration 17Q: 3 clusters Score -4996474 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4996944.500000 Penalty: 3427.270020
	Iteration 18Q: 3 clusters Score -4996944 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4997443.000000 Penalty: 3427.270020
	Iteration 19Q: 3 clusters Score -4997443 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4997958.500000 Penalty: 3427.270020
	Iteration 20F: 3 clusters Score -4997958 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4998388.000000 Penalty: 3427.270020
	Iteration 21Q: 3 clusters Score -4998388 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4998789.000000 Penalty: 3427.270020
	Iteration 22Q: 3 clusters Score -4998789 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4999110.500000 Penalty: 3427.270020
	Iteration 23Q: 3 clusters Score -4999110 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4999365.000000 Penalty: 3427.270020
	Iteration 24Q: 3 clusters Score -4999365 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4999536.000000 Penalty: 3427.270020
	Iteration 25Q: 3 clusters Score -4999536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4999641.500000 Penalty: 3427.270020
	Iteration 26Q: 3 clusters Score -4999642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4999704.000000 Penalty: 3427.270020
	Iteration 27Q: 3 clusters Score -4999704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4999752.000000 Penalty: 3427.270020
	Iteration 28Q: 3 clusters Score -4999752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4999790.000000 Penalty: 3427.270020
	Iteration 29Q: 3 clusters Score -4999790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4999818.500000 Penalty: 3427.270020
	Iteration 30Q: 3 clusters Score -4999818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4999847.500000 Penalty: 3427.270020
	Iteration 31Q: 3 clusters Score -4999848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4999873.500000 Penalty: 3427.270020
	Iteration 32Q: 3 clusters Score -4999874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4999892.500000 Penalty: 3427.270020
	Iteration 33Q: 3 clusters Score -4999892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4999903.500000 Penalty: 3427.270020
	Iteration 34Q: 3 clusters Score -4999904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4999904.000000 Penalty: 3427.270020
	Iteration 35Q: 3 clusters Score -4999904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4999914.500000 Penalty: 3427.270020
	Iteration 36Q: 3 clusters Score -4999914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4999914.000000 Penalty: 3427.270020
	Iteration 37Q: 3 clusters Score -4999914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4999914.000000 Penalty: 3427.270020
	Iteration 38F: 3 clusters Score -4999914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Entering Unmasked Estep 
Score: -2626043.000000 Penalty: 1615.204956
	Iteration 0F: 2 clusters Score -2626043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2611867.250000 Penalty: 3230.409912
	Iteration 0F: 3 clusters Score -2611867 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2617242.500000 Penalty: 3230.409912
	Iteration 1F: 3 clusters Score -2617242 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2617810.000000 Penalty: 3230.409912
	Iteration 2F: 3 clusters Score -2617810 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2618576.000000 Penalty: 3230.409912
	Iteration 3F: 3 clusters Score -2618576 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2619662.500000 Penalty: 3230.409912
	Iteration 4F: 3 clusters Score -2619662 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2621161.000000 Penalty: 3230.409912
	Iteration 5F: 3 clusters Score -2621161 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2622760.750000 Penalty: 3230.409912
	Iteration 6F: 3 clusters Score -2622761 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2623983.750000 Penalty: 3230.409912
	Iteration 7F: 3 clusters Score -2623984 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2624719.500000 Penalty: 3230.409912
	Iteration 8Q: 3 clusters Score -2624720 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2625211.000000 Penalty: 3230.409912
	Iteration 9Q: 3 clusters Score -2625211 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2625649.000000 Penalty: 3230.409912
	Iteration 10Q: 3 clusters Score -2625649 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2626300.500000 Penalty: 3230.409912
	Iteration 11Q: 3 clusters Score -2626300 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2626645.000000 Penalty: 3230.409912
	Iteration 12Q: 3 clusters Score -2626645 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2626789.750000 Penalty: 3230.409912
	Iteration 13Q: 3 clusters Score -2626790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2626881.000000 Penalty: 3230.409912
	Iteration 14Q: 3 clusters Score -2626881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2626909.250000 Penalty: 3230.409912
	Iteration 15Q: 3 clusters Score -2626909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2626923.500000 Penalty: 3230.409912
	Iteration 16Q: 3 clusters Score -2626924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2626943.750000 Penalty: 3230.409912
	Iteration 17Q: 3 clusters Score -2626944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2626944.750000 Penalty: 3230.409912
	Iteration 18Q: 3 clusters Score -2626945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2626950.000000 Penalty: 3230.409912
	Iteration 19Q: 3 clusters Score -2626950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2626961.000000 Penalty: 3230.409912
	Iteration 20F: 3 clusters Score -2626961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2626966.500000 Penalty: 3230.409912
	Iteration 21Q: 3 clusters Score -2626966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2626976.750000 Penalty: 3230.409912
	Iteration 22Q: 3 clusters Score -2626977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2626979.500000 Penalty: 3230.409912
	Iteration 23Q: 3 clusters Score -2626980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2626975.750000 Penalty: 3230.409912
	Iteration 24Q: 3 clusters Score -2626976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2626978.750000 Penalty: 3230.409912
	Iteration 25Q: 3 clusters Score -2626979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2626979.750000 Penalty: 3230.409912
	Iteration 26Q: 3 clusters Score -2626980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2626985.000000 Penalty: 3230.409912
	Iteration 27Q: 3 clusters Score -2626985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2626983.000000 Penalty: 3230.409912
	Iteration 28Q: 3 clusters Score -2626983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2626982.500000 Penalty: 3230.409912
	Iteration 29Q: 3 clusters Score -2626982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2626982.500000 Penalty: 3230.409912
	Iteration 30F: 3 clusters Score -2626982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50785 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 8416 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15031 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64079 members 
Mstep: Class 10 contains 72592 members 
Mstep: Class 11 contains 8400 members 
Mstep: Class 12 contains 85735 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 78121 members 
Mstep: Class 22 contains 38004 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77511 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69059 members 
Mstep: Class 30 contains 12870 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 81958 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 97801 members 
Mstep: Class 37 contains 11393 members 
Mstep: Class 38 contains 35930 members 
Mstep: Class 39 contains 18658 members 
Entering Unmasked Estep 
Score: -127784448.000000 Penalty: 87559.406250
Splitting cluster 23 changes total score from -127784624.000000 to -127784448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -47350.496094 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -47350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46354.691406 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -46354.69 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46799.011719 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -46799.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46976.019531 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -46976.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47112.789062 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -47112.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47147.484375 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -47147.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47177.312500 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -47177.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47230.933594 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -47230.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47247.742188 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -47247.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47249.484375 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -47249.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47249.484375 Penalty: 2004.442871
	Iteration 9F: 3 clusters Score -47249.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Entering Unmasked Estep 
Score: -10295155.000000 Penalty: 1829.453369
	Iteration 0F: 2 clusters Score -1.029516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -10246309.000000 Penalty: 3658.906738
	Iteration 0F: 3 clusters Score -1.024631e+07 nChanged 36845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -10267041.000000 Penalty: 3658.906738
	Iteration 1F: 3 clusters Score -1.026704e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -10267562.000000 Penalty: 3658.906738
	Iteration 2Q: 3 clusters Score -1.026756e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -10268227.000000 Penalty: 3658.906738
	Iteration 3Q: 3 clusters Score -1.026823e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -10269090.000000 Penalty: 3658.906738
	Iteration 4Q: 3 clusters Score -1.026909e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -10270378.000000 Penalty: 3658.906738
	Iteration 5Q: 3 clusters Score -1.027038e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -10272380.000000 Penalty: 3658.906738
	Iteration 6F: 3 clusters Score -1.027238e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -10275290.000000 Penalty: 3658.906738
	Iteration 7F: 3 clusters Score -1.027529e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -10279174.000000 Penalty: 3658.906738
	Iteration 8F: 3 clusters Score -1.027917e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -10283678.000000 Penalty: 3658.906738
	Iteration 9F: 3 clusters Score -1.028368e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -10287215.000000 Penalty: 3658.906738
	Iteration 10F: 3 clusters Score -1.028722e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -10289618.000000 Penalty: 3658.906738
	Iteration 11Q: 3 clusters Score -1.028962e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -10291411.000000 Penalty: 3658.906738
	Iteration 12Q: 3 clusters Score -1.029141e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -10292435.000000 Penalty: 3658.906738
	Iteration 13Q: 3 clusters Score -1.029244e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -10292988.000000 Penalty: 3658.906738
	Iteration 14Q: 3 clusters Score -1.029299e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -10293233.000000 Penalty: 3658.906738
	Iteration 15Q: 3 clusters Score -1.029323e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -10293358.000000 Penalty: 3658.906738
	Iteration 16Q: 3 clusters Score -1.029336e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -10293448.000000 Penalty: 3658.906738
	Iteration 17Q: 3 clusters Score -1.029345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -10293499.000000 Penalty: 3658.906738
	Iteration 18Q: 3 clusters Score -1.02935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -10293528.000000 Penalty: 3658.906738
	Iteration 19Q: 3 clusters Score -1.029353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -10293542.000000 Penalty: 3658.906738
	Iteration 20F: 3 clusters Score -1.029354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -10293560.000000 Penalty: 3658.906738
	Iteration 21Q: 3 clusters Score -1.029356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -10293560.000000 Penalty: 3658.906738
	Iteration 22Q: 3 clusters Score -1.029356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -10293571.000000 Penalty: 3658.906738
	Iteration 23Q: 3 clusters Score -1.029357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -10293568.000000 Penalty: 3658.906738
	Iteration 24Q: 3 clusters Score -1.029357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -10293575.000000 Penalty: 3658.906738
	Iteration 25Q: 3 clusters Score -1.029358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -10293569.000000 Penalty: 3658.906738
	Iteration 26Q: 3 clusters Score -1.029357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -10293569.000000 Penalty: 3658.906738
	Iteration 27F: 3 clusters Score -1.029357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -219902.109375 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -219902.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217856.546875 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -217856.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -218343.468750 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -218343.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -218492.171875 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -218492.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -218582.671875 Penalty: 2457.026123
	Iteration 3F: 3 clusters Score -218582.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -218644.625000 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -218644.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -218679.765625 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -218679.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218713.171875 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -218713.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218739.687500 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -218739.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -218760.796875 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -218760.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218784.875000 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -218784.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218810.281250 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -218810.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218850.109375 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -218850.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218898.640625 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -218898.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218954.859375 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -218954.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -219025.328125 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -219025.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219133.406250 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -219133.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219228.859375 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -219228.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219342.281250 Penalty: 2457.026123
	Iteration 17Q: 3 clusters Score -219342.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219393.296875 Penalty: 2457.026123
	Iteration 18Q: 3 clusters Score -219393.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219424.093750 Penalty: 2457.026123
	Iteration 19Q: 3 clusters Score -219424.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -219447.625000 Penalty: 2457.026123
	Iteration 20F: 3 clusters Score -219447.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219456.359375 Penalty: 2457.026123
	Iteration 21Q: 3 clusters Score -219456.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219464.843750 Penalty: 2457.026123
	Iteration 22Q: 3 clusters Score -219464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219468.218750 Penalty: 2457.026123
	Iteration 23Q: 3 clusters Score -219468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219470.703125 Penalty: 2457.026123
	Iteration 24Q: 3 clusters Score -219470.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219472.828125 Penalty: 2457.026123
	Iteration 25Q: 3 clusters Score -219472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219474.750000 Penalty: 2457.026123
	Iteration 26Q: 3 clusters Score -219474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219475.281250 Penalty: 2457.026123
	Iteration 27Q: 3 clusters Score -219475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219475.281250 Penalty: 2457.026123
	Iteration 28F: 3 clusters Score -219475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -231326.453125 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -231326.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -229316.906250 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -229316.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229723.515625 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -229723.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -229825.109375 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -229825.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -229889.765625 Penalty: 2442.664062
	Iteration 3Q: 3 clusters Score -229889.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229944.234375 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -229944.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229975.640625 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -229975.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -229990.171875 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -229990.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229996.921875 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -229996.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230004.781250 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -230004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -230012.312500 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -230012.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230019.703125 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -230019.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -230033.000000 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -230033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -230043.250000 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -230043.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -230055.640625 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -230055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230065.796875 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -230065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230078.000000 Penalty: 2442.664062
	Iteration 15Q: 3 clusters Score -230078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230091.671875 Penalty: 2442.664062
	Iteration 16Q: 3 clusters Score -230091.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230106.406250 Penalty: 2442.664062
	Iteration 17Q: 3 clusters Score -230106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -230122.125000 Penalty: 2442.664062
	Iteration 18Q: 3 clusters Score -230122.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -230132.671875 Penalty: 2442.664062
	Iteration 19Q: 3 clusters Score -230132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -230138.265625 Penalty: 2442.664062
	Iteration 20F: 3 clusters Score -230138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230147.109375 Penalty: 2442.664062
	Iteration 21Q: 3 clusters Score -230147.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -230168.468750 Penalty: 2442.664062
	Iteration 22Q: 3 clusters Score -230168.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -230195.703125 Penalty: 2442.664062
	Iteration 23Q: 3 clusters Score -230195.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -230222.937500 Penalty: 2442.664062
	Iteration 24Q: 3 clusters Score -230222.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -230242.625000 Penalty: 2442.664062
	Iteration 25Q: 3 clusters Score -230242.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -230262.078125 Penalty: 2442.664062
	Iteration 26Q: 3 clusters Score -230262.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -230283.234375 Penalty: 2442.664062
	Iteration 27Q: 3 clusters Score -230283.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -230313.734375 Penalty: 2442.664062
	Iteration 28Q: 3 clusters Score -230313.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -230328.281250 Penalty: 2442.664062
	Iteration 29Q: 3 clusters Score -230328.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230342.203125 Penalty: 2442.664062
	Iteration 30Q: 3 clusters Score -230342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -230347.968750 Penalty: 2442.664062
	Iteration 31Q: 3 clusters Score -230348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -230350.203125 Penalty: 2442.664062
	Iteration 32Q: 3 clusters Score -230350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -230352.562500 Penalty: 2442.664062
	Iteration 33Q: 3 clusters Score -230352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -230359.234375 Penalty: 2442.664062
	Iteration 34Q: 3 clusters Score -230359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -230364.406250 Penalty: 2442.664062
	Iteration 35Q: 3 clusters Score -230364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -230369.265625 Penalty: 2442.664062
	Iteration 36Q: 3 clusters Score -230369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -230373.640625 Penalty: 2442.664062
	Iteration 37Q: 3 clusters Score -230373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -230375.359375 Penalty: 2442.664062
	Iteration 38Q: 3 clusters Score -230375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230377.984375 Penalty: 2442.664062
	Iteration 39Q: 3 clusters Score -230378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -230387.859375 Penalty: 2442.664062
	Iteration 40F: 3 clusters Score -230387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -230392.062500 Penalty: 2442.664062
	Iteration 41Q: 3 clusters Score -230392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -230395.937500 Penalty: 2442.664062
	Iteration 42Q: 3 clusters Score -230395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -230399.203125 Penalty: 2442.664062
	Iteration 43Q: 3 clusters Score -230399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -230402.937500 Penalty: 2442.664062
	Iteration 44Q: 3 clusters Score -230402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -230405.000000 Penalty: 2442.664062
	Iteration 45Q: 3 clusters Score -230405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -230405.625000 Penalty: 2442.664062
	Iteration 46Q: 3 clusters Score -230405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -230405.625000 Penalty: 2442.664062
	Iteration 47F: 3 clusters Score -230405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -37368.277344 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -37368.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36447.937500 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -36447.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36558.835938 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -36558.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36583.671875 Penalty: 1899.151978
	Iteration 2Q: 3 clusters Score -36583.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36595.078125 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -36595.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36602.488281 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -36602.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36607.191406 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -36607.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36607.781250 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -36607.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36612.628906 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -36612.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36612.628906 Penalty: 1899.151978
	Iteration 8F: 3 clusters Score -36612.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (69059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Entering Unmasked Estep 
Score: -9102960.000000 Penalty: 1810.691406
	Iteration 0F: 2 clusters Score -9102960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -9058720.000000 Penalty: 3621.382812
	Iteration 0F: 3 clusters Score -9058720 nChanged 32687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -9077200.000000 Penalty: 3621.382812
	Iteration 1F: 3 clusters Score -9077200 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -9077576.000000 Penalty: 3621.382812
	Iteration 2Q: 3 clusters Score -9077576 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9077968.000000 Penalty: 3621.382812
	Iteration 3Q: 3 clusters Score -9077968 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -9078427.000000 Penalty: 3621.382812
	Iteration 4Q: 3 clusters Score -9078427 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -9079149.000000 Penalty: 3621.382812
	Iteration 5Q: 3 clusters Score -9079149 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -9080014.000000 Penalty: 3621.382812
	Iteration 6Q: 3 clusters Score -9080014 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -9081056.000000 Penalty: 3621.382812
	Iteration 7Q: 3 clusters Score -9081056 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -9082589.000000 Penalty: 3621.382812
	Iteration 8Q: 3 clusters Score -9082589 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -9084342.000000 Penalty: 3621.382812
	Iteration 9Q: 3 clusters Score -9084342 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -9086570.000000 Penalty: 3621.382812
	Iteration 10F: 3 clusters Score -9086570 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -9089345.000000 Penalty: 3621.382812
	Iteration 11F: 3 clusters Score -9089345 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -9092219.000000 Penalty: 3621.382812
	Iteration 12F: 3 clusters Score -9092219 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -9094931.000000 Penalty: 3621.382812
	Iteration 13Q: 3 clusters Score -9094931 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -9096945.000000 Penalty: 3621.382812
	Iteration 14Q: 3 clusters Score -9096945 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -9098436.000000 Penalty: 3621.382812
	Iteration 15Q: 3 clusters Score -9098436 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -9099443.000000 Penalty: 3621.382812
	Iteration 16Q: 3 clusters Score -9099443 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -9100180.000000 Penalty: 3621.382812
	Iteration 17Q: 3 clusters Score -9100180 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -9100603.000000 Penalty: 3621.382812
	Iteration 18Q: 3 clusters Score -9100603 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -9100935.000000 Penalty: 3621.382812
	Iteration 19Q: 3 clusters Score -9100935 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -9101141.000000 Penalty: 3621.382812
	Iteration 20F: 3 clusters Score -9101141 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -9101354.000000 Penalty: 3621.382812
	Iteration 21Q: 3 clusters Score -9101354 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -9101470.000000 Penalty: 3621.382812
	Iteration 22Q: 3 clusters Score -9101470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -9101559.000000 Penalty: 3621.382812
	Iteration 23Q: 3 clusters Score -9101559 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -9101647.000000 Penalty: 3621.382812
	Iteration 24Q: 3 clusters Score -9101647 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -9101718.000000 Penalty: 3621.382812
	Iteration 25Q: 3 clusters Score -9101718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -9101785.000000 Penalty: 3621.382812
	Iteration 26Q: 3 clusters Score -9101785 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -9101842.000000 Penalty: 3621.382812
	Iteration 27Q: 3 clusters Score -9101842 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -9101881.000000 Penalty: 3621.382812
	Iteration 28Q: 3 clusters Score -9101881 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -9101916.000000 Penalty: 3621.382812
	Iteration 29Q: 3 clusters Score -9101916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -9101931.000000 Penalty: 3621.382812
	Iteration 30Q: 3 clusters Score -9101931 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -9101960.000000 Penalty: 3621.382812
	Iteration 31Q: 3 clusters Score -9101960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -9101975.000000 Penalty: 3621.382812
	Iteration 32Q: 3 clusters Score -9101975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -9102011.000000 Penalty: 3621.382812
	Iteration 33Q: 3 clusters Score -9102011 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -9102031.000000 Penalty: 3621.382812
	Iteration 34Q: 3 clusters Score -9102031 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -9102046.000000 Penalty: 3621.382812
	Iteration 35Q: 3 clusters Score -9102046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9102074.000000 Penalty: 3621.382812
	Iteration 36Q: 3 clusters Score -9102074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -9102081.000000 Penalty: 3621.382812
	Iteration 37Q: 3 clusters Score -9102081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -9102074.000000 Penalty: 3621.382812
	Iteration 38Q: 3 clusters Score -9102074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -9102099.000000 Penalty: 3621.382812
	Iteration 39Q: 3 clusters Score -9102099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -9102100.000000 Penalty: 3621.382812
	Iteration 40F: 3 clusters Score -9102100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -9102137.000000 Penalty: 3621.382812
	Iteration 41Q: 3 clusters Score -9102137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -9102142.000000 Penalty: 3621.382812
	Iteration 42Q: 3 clusters Score -9102142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -9102164.000000 Penalty: 3621.382812
	Iteration 43Q: 3 clusters Score -9102164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -9102168.000000 Penalty: 3621.382812
	Iteration 44Q: 3 clusters Score -9102168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -9102170.000000 Penalty: 3621.382812
	Iteration 45Q: 3 clusters Score -9102170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -9102173.000000 Penalty: 3621.382812
	Iteration 46Q: 3 clusters Score -9102173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -9102192.000000 Penalty: 3621.382812
	Iteration 47Q: 3 clusters Score -9102192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -9102202.000000 Penalty: 3621.382812
	Iteration 48Q: 3 clusters Score -9102202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -9102202.000000 Penalty: 3621.382812
	Iteration 49Q: 3 clusters Score -9102202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9102213.000000 Penalty: 3621.382812
	Iteration 50Q: 3 clusters Score -9102213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -9102213.000000 Penalty: 3621.382812
	Iteration 51Q: 3 clusters Score -9102213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -9102213.000000 Penalty: 3621.382812
	Iteration 52Q: 3 clusters Score -9102213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -9102217.000000 Penalty: 3621.382812
	Iteration 53Q: 3 clusters Score -9102217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -9102216.000000 Penalty: 3621.382812
	Iteration 54Q: 3 clusters Score -9102216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -9102208.000000 Penalty: 3621.382812
	Iteration 55Q: 3 clusters Score -9102208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -9102213.000000 Penalty: 3621.382812
	Iteration 56Q: 3 clusters Score -9102213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9102221.000000 Penalty: 3621.382812
	Iteration 57Q: 3 clusters Score -9102221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9102220.000000 Penalty: 3621.382812
	Iteration 58Q: 3 clusters Score -9102220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -9102237.000000 Penalty: 3621.382812
	Iteration 59Q: 3 clusters Score -9102237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -9102232.000000 Penalty: 3621.382812
	Iteration 60F: 3 clusters Score -9102232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -9102253.000000 Penalty: 3621.382812
	Iteration 61Q: 3 clusters Score -9102253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -9102277.000000 Penalty: 3621.382812
	Iteration 62Q: 3 clusters Score -9102277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -9102269.000000 Penalty: 3621.382812
	Iteration 63Q: 3 clusters Score -9102269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -9102271.000000 Penalty: 3621.382812
	Iteration 64Q: 3 clusters Score -9102271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -9102263.000000 Penalty: 3621.382812
	Iteration 65Q: 3 clusters Score -9102263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -9102245.000000 Penalty: 3621.382812
	Iteration 66Q: 3 clusters Score -9102245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -9102266.000000 Penalty: 3621.382812
	Iteration 67Q: 3 clusters Score -9102266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -9102270.000000 Penalty: 3621.382812
	Iteration 68Q: 3 clusters Score -9102270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -9102274.000000 Penalty: 3621.382812
	Iteration 69Q: 3 clusters Score -9102274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -9102268.000000 Penalty: 3621.382812
	Iteration 70Q: 3 clusters Score -9102268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -9102266.000000 Penalty: 3621.382812
	Iteration 71Q: 3 clusters Score -9102266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -9102271.000000 Penalty: 3621.382812
	Iteration 72Q: 3 clusters Score -9102271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -9102262.000000 Penalty: 3621.382812
	Iteration 73Q: 3 clusters Score -9102262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -9102271.000000 Penalty: 3621.382812
	Iteration 74Q: 3 clusters Score -9102271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -9102258.000000 Penalty: 3621.382812
	Iteration 75Q: 3 clusters Score -9102258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -9102254.000000 Penalty: 3621.382812
	Iteration 76Q: 3 clusters Score -9102254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -9102259.000000 Penalty: 3621.382812
	Iteration 77Q: 3 clusters Score -9102259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -9102249.000000 Penalty: 3621.382812
	Iteration 78Q: 3 clusters Score -9102249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -9102247.000000 Penalty: 3621.382812
	Iteration 79Q: 3 clusters Score -9102247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -9102259.000000 Penalty: 3621.382812
	Iteration 80F: 3 clusters Score -9102259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -9102259.000000 Penalty: 3621.382812
	Iteration 81Q: 3 clusters Score -9102259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -9102250.000000 Penalty: 3621.382812
	Iteration 82Q: 3 clusters Score -9102250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -9102254.000000 Penalty: 3621.382812
	Iteration 83Q: 3 clusters Score -9102254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9102256.000000 Penalty: 3621.382812
	Iteration 84Q: 3 clusters Score -9102256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9102249.000000 Penalty: 3621.382812
	Iteration 85Q: 3 clusters Score -9102249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -9102235.000000 Penalty: 3621.382812
	Iteration 86Q: 3 clusters Score -9102235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -9102237.000000 Penalty: 3621.382812
	Iteration 87Q: 3 clusters Score -9102237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -9102235.000000 Penalty: 3621.382812
	Iteration 88Q: 3 clusters Score -9102235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -9102230.000000 Penalty: 3621.382812
	Iteration 89Q: 3 clusters Score -9102230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -9102231.000000 Penalty: 3621.382812
	Iteration 90Q: 3 clusters Score -9102231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -9102235.000000 Penalty: 3621.382812
	Iteration 91Q: 3 clusters Score -9102235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -9102234.000000 Penalty: 3621.382812
	Iteration 92Q: 3 clusters Score -9102234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -9102239.000000 Penalty: 3621.382812
	Iteration 93Q: 3 clusters Score -9102239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -9102233.000000 Penalty: 3621.382812
	Iteration 94Q: 3 clusters Score -9102233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -9102223.000000 Penalty: 3621.382812
	Iteration 95Q: 3 clusters Score -9102223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -9102225.000000 Penalty: 3621.382812
	Iteration 96Q: 3 clusters Score -9102225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9102222.000000 Penalty: 3621.382812
	Iteration 97Q: 3 clusters Score -9102222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -9102218.000000 Penalty: 3621.382812
	Iteration 98Q: 3 clusters Score -9102218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -9102225.000000 Penalty: 3621.382812
	Iteration 99Q: 3 clusters Score -9102225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -9102226.000000 Penalty: 3621.382812
	Iteration 100F: 3 clusters Score -9102226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -9102220.000000 Penalty: 3621.382812
	Iteration 101Q: 3 clusters Score -9102220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9102224.000000 Penalty: 3621.382812
	Iteration 102Q: 3 clusters Score -9102224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -9102224.000000 Penalty: 3621.382812
	Iteration 103Q: 3 clusters Score -9102224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9102221.000000 Penalty: 3621.382812
	Iteration 104Q: 3 clusters Score -9102221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -9102223.000000 Penalty: 3621.382812
	Iteration 105Q: 3 clusters Score -9102223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -9102233.000000 Penalty: 3621.382812
	Iteration 106Q: 3 clusters Score -9102233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9102228.000000 Penalty: 3621.382812
	Iteration 107Q: 3 clusters Score -9102228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9102228.000000 Penalty: 3621.382812
	Iteration 108F: 3 clusters Score -9102228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Entering Unmasked Estep 
Score: -1523597.875000 Penalty: 1537.681274
	Iteration 0F: 2 clusters Score -1523598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1514557.875000 Penalty: 3075.362549
	Iteration 0F: 3 clusters Score -1514558 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1517820.375000 Penalty: 3075.362549
	Iteration 1F: 3 clusters Score -1517820 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1518404.000000 Penalty: 3075.362549
	Iteration 2F: 3 clusters Score -1518404 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1519076.375000 Penalty: 3075.362549
	Iteration 3F: 3 clusters Score -1519076 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1519732.500000 Penalty: 3075.362549
	Iteration 4F: 3 clusters Score -1519732 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1520372.000000 Penalty: 3075.362549
	Iteration 5F: 3 clusters Score -1520372 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1520971.625000 Penalty: 3075.362549
	Iteration 6F: 3 clusters Score -1520972 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1521431.375000 Penalty: 3075.362549
	Iteration 7F: 3 clusters Score -1521431 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1521767.500000 Penalty: 3075.362549
	Iteration 8Q: 3 clusters Score -1521768 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1521988.250000 Penalty: 3075.362549
	Iteration 9Q: 3 clusters Score -1521988 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1522175.625000 Penalty: 3075.362549
	Iteration 10Q: 3 clusters Score -1522176 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1522347.375000 Penalty: 3075.362549
	Iteration 11Q: 3 clusters Score -1522347 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1522528.000000 Penalty: 3075.362549
	Iteration 12Q: 3 clusters Score -1522528 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1522684.750000 Penalty: 3075.362549
	Iteration 13Q: 3 clusters Score -1522685 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1522863.750000 Penalty: 3075.362549
	Iteration 14Q: 3 clusters Score -1522864 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1523017.750000 Penalty: 3075.362549
	Iteration 15Q: 3 clusters Score -1523018 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1523116.500000 Penalty: 3075.362549
	Iteration 16Q: 3 clusters Score -1523116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1523169.625000 Penalty: 3075.362549
	Iteration 17Q: 3 clusters Score -1523170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1523208.875000 Penalty: 3075.362549
	Iteration 18Q: 3 clusters Score -1523209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1523225.625000 Penalty: 3075.362549
	Iteration 19Q: 3 clusters Score -1523226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1523238.250000 Penalty: 3075.362549
	Iteration 20F: 3 clusters Score -1523238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1523248.375000 Penalty: 3075.362549
	Iteration 21Q: 3 clusters Score -1523248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1523253.000000 Penalty: 3075.362549
	Iteration 22Q: 3 clusters Score -1523253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1523254.750000 Penalty: 3075.362549
	Iteration 23Q: 3 clusters Score -1523255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1523262.500000 Penalty: 3075.362549
	Iteration 24Q: 3 clusters Score -1523262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1523264.000000 Penalty: 3075.362549
	Iteration 25Q: 3 clusters Score -1523264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1523269.000000 Penalty: 3075.362549
	Iteration 26Q: 3 clusters Score -1523269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1523271.625000 Penalty: 3075.362549
	Iteration 27Q: 3 clusters Score -1523272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1523272.750000 Penalty: 3075.362549
	Iteration 28Q: 3 clusters Score -1523273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1523274.250000 Penalty: 3075.362549
	Iteration 29Q: 3 clusters Score -1523274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1523274.250000 Penalty: 3075.362549
	Iteration 30F: 3 clusters Score -1523274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Entering Unmasked Estep 
Score: -9853130.000000 Penalty: 1822.098633
	Iteration 0F: 2 clusters Score -9853130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -9805718.000000 Penalty: 3644.197266
	Iteration 0F: 3 clusters Score -9805718 nChanged 35083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -9825239.000000 Penalty: 3644.197266
	Iteration 1F: 3 clusters Score -9825239 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -9825701.000000 Penalty: 3644.197266
	Iteration 2Q: 3 clusters Score -9825701 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -9826248.000000 Penalty: 3644.197266
	Iteration 3Q: 3 clusters Score -9826248 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9826930.000000 Penalty: 3644.197266
	Iteration 4Q: 3 clusters Score -9826930 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9827648.000000 Penalty: 3644.197266
	Iteration 5Q: 3 clusters Score -9827648 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -9828530.000000 Penalty: 3644.197266
	Iteration 6Q: 3 clusters Score -9828530 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -9829674.000000 Penalty: 3644.197266
	Iteration 7Q: 3 clusters Score -9829674 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -9831182.000000 Penalty: 3644.197266
	Iteration 8Q: 3 clusters Score -9831182 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -9833491.000000 Penalty: 3644.197266
	Iteration 9F: 3 clusters Score -9833491 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -9836441.000000 Penalty: 3644.197266
	Iteration 10F: 3 clusters Score -9836441 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -9839489.000000 Penalty: 3644.197266
	Iteration 11F: 3 clusters Score -9839489 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -9841505.000000 Penalty: 3644.197266
	Iteration 12F: 3 clusters Score -9841505 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -9842460.000000 Penalty: 3644.197266
	Iteration 13Q: 3 clusters Score -9842460 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -9842879.000000 Penalty: 3644.197266
	Iteration 14Q: 3 clusters Score -9842879 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -9843201.000000 Penalty: 3644.197266
	Iteration 15Q: 3 clusters Score -9843201 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -9843639.000000 Penalty: 3644.197266
	Iteration 16Q: 3 clusters Score -9843639 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -9844130.000000 Penalty: 3644.197266
	Iteration 17Q: 3 clusters Score -9844130 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -9844659.000000 Penalty: 3644.197266
	Iteration 18Q: 3 clusters Score -9844659 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -9845224.000000 Penalty: 3644.197266
	Iteration 19Q: 3 clusters Score -9845224 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -9846019.000000 Penalty: 3644.197266
	Iteration 20F: 3 clusters Score -9846019 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -9846830.000000 Penalty: 3644.197266
	Iteration 21Q: 3 clusters Score -9846830 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -9847726.000000 Penalty: 3644.197266
	Iteration 22Q: 3 clusters Score -9847726 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -9848700.000000 Penalty: 3644.197266
	Iteration 23Q: 3 clusters Score -9848700 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -9849648.000000 Penalty: 3644.197266
	Iteration 24Q: 3 clusters Score -9849648 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -9850456.000000 Penalty: 3644.197266
	Iteration 25Q: 3 clusters Score -9850456 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -9851156.000000 Penalty: 3644.197266
	Iteration 26Q: 3 clusters Score -9851156 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -9851575.000000 Penalty: 3644.197266
	Iteration 27Q: 3 clusters Score -9851575 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -9851896.000000 Penalty: 3644.197266
	Iteration 28Q: 3 clusters Score -9851896 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -9852042.000000 Penalty: 3644.197266
	Iteration 29Q: 3 clusters Score -9852042 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -9852133.000000 Penalty: 3644.197266
	Iteration 30Q: 3 clusters Score -9852133 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -9852198.000000 Penalty: 3644.197266
	Iteration 31Q: 3 clusters Score -9852198 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -9852244.000000 Penalty: 3644.197266
	Iteration 32Q: 3 clusters Score -9852244 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -9852295.000000 Penalty: 3644.197266
	Iteration 33Q: 3 clusters Score -9852295 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -9852330.000000 Penalty: 3644.197266
	Iteration 34Q: 3 clusters Score -9852330 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -9852328.000000 Penalty: 3644.197266
	Iteration 35Q: 3 clusters Score -9852328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -9852356.000000 Penalty: 3644.197266
	Iteration 36Q: 3 clusters Score -9852356 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -9852365.000000 Penalty: 3644.197266
	Iteration 37Q: 3 clusters Score -9852365 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -9852341.000000 Penalty: 3644.197266
	Iteration 38Q: 3 clusters Score -9852341 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -9852342.000000 Penalty: 3644.197266
	Iteration 39Q: 3 clusters Score -9852342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -9852378.000000 Penalty: 3644.197266
	Iteration 40F: 3 clusters Score -9852378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -9852379.000000 Penalty: 3644.197266
	Iteration 41Q: 3 clusters Score -9852379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -9852345.000000 Penalty: 3644.197266
	Iteration 42Q: 3 clusters Score -9852345 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -9852337.000000 Penalty: 3644.197266
	Iteration 43Q: 3 clusters Score -9852337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -9852349.000000 Penalty: 3644.197266
	Iteration 44Q: 3 clusters Score -9852349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -9852336.000000 Penalty: 3644.197266
	Iteration 45Q: 3 clusters Score -9852336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -9852346.000000 Penalty: 3644.197266
	Iteration 46Q: 3 clusters Score -9852346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -9852343.000000 Penalty: 3644.197266
	Iteration 47Q: 3 clusters Score -9852343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -9852347.000000 Penalty: 3644.197266
	Iteration 48Q: 3 clusters Score -9852347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -9852330.000000 Penalty: 3644.197266
	Iteration 49Q: 3 clusters Score -9852330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -9852329.000000 Penalty: 3644.197266
	Iteration 50Q: 3 clusters Score -9852329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -9852339.000000 Penalty: 3644.197266
	Iteration 51Q: 3 clusters Score -9852339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -9852351.000000 Penalty: 3644.197266
	Iteration 52Q: 3 clusters Score -9852351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -9852349.000000 Penalty: 3644.197266
	Iteration 53Q: 3 clusters Score -9852349 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -9852332.000000 Penalty: 3644.197266
	Iteration 54Q: 3 clusters Score -9852332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9852320.000000 Penalty: 3644.197266
	Iteration 55Q: 3 clusters Score -9852320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -9852347.000000 Penalty: 3644.197266
	Iteration 56Q: 3 clusters Score -9852347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -9852352.000000 Penalty: 3644.197266
	Iteration 57Q: 3 clusters Score -9852352 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -9852378.000000 Penalty: 3644.197266
	Iteration 58Q: 3 clusters Score -9852378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -9852389.000000 Penalty: 3644.197266
	Iteration 59Q: 3 clusters Score -9852389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -9852394.000000 Penalty: 3644.197266
	Iteration 60F: 3 clusters Score -9852394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -9852378.000000 Penalty: 3644.197266
	Iteration 61Q: 3 clusters Score -9852378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -9852370.000000 Penalty: 3644.197266
	Iteration 62Q: 3 clusters Score -9852370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -9852389.000000 Penalty: 3644.197266
	Iteration 63Q: 3 clusters Score -9852389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -9852387.000000 Penalty: 3644.197266
	Iteration 64Q: 3 clusters Score -9852387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -9852379.000000 Penalty: 3644.197266
	Iteration 65Q: 3 clusters Score -9852379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -9852356.000000 Penalty: 3644.197266
	Iteration 66Q: 3 clusters Score -9852356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -9852363.000000 Penalty: 3644.197266
	Iteration 67Q: 3 clusters Score -9852363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -9852368.000000 Penalty: 3644.197266
	Iteration 68Q: 3 clusters Score -9852368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -9852361.000000 Penalty: 3644.197266
	Iteration 69Q: 3 clusters Score -9852361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -9852356.000000 Penalty: 3644.197266
	Iteration 70Q: 3 clusters Score -9852356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -9852344.000000 Penalty: 3644.197266
	Iteration 71Q: 3 clusters Score -9852344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -9852348.000000 Penalty: 3644.197266
	Iteration 72Q: 3 clusters Score -9852348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -9852337.000000 Penalty: 3644.197266
	Iteration 73Q: 3 clusters Score -9852337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -9852344.000000 Penalty: 3644.197266
	Iteration 74Q: 3 clusters Score -9852344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -9852336.000000 Penalty: 3644.197266
	Iteration 75Q: 3 clusters Score -9852336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -9852344.000000 Penalty: 3644.197266
	Iteration 76Q: 3 clusters Score -9852344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -9852348.000000 Penalty: 3644.197266
	Iteration 77Q: 3 clusters Score -9852348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -9852352.000000 Penalty: 3644.197266
	Iteration 78Q: 3 clusters Score -9852352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -9852357.000000 Penalty: 3644.197266
	Iteration 79Q: 3 clusters Score -9852357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -9852351.000000 Penalty: 3644.197266
	Iteration 80F: 3 clusters Score -9852351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -9852377.000000 Penalty: 3644.197266
	Iteration 81Q: 3 clusters Score -9852377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -9852372.000000 Penalty: 3644.197266
	Iteration 82Q: 3 clusters Score -9852372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -9852364.000000 Penalty: 3644.197266
	Iteration 83Q: 3 clusters Score -9852364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -9852357.000000 Penalty: 3644.197266
	Iteration 84Q: 3 clusters Score -9852357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -9852358.000000 Penalty: 3644.197266
	Iteration 85Q: 3 clusters Score -9852358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -9852372.000000 Penalty: 3644.197266
	Iteration 86Q: 3 clusters Score -9852372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -9852365.000000 Penalty: 3644.197266
	Iteration 87Q: 3 clusters Score -9852365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -9852359.000000 Penalty: 3644.197266
	Iteration 88Q: 3 clusters Score -9852359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -9852356.000000 Penalty: 3644.197266
	Iteration 89Q: 3 clusters Score -9852356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9852347 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9852349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9852356 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9852346 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9852346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9852345 nChanged 3
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Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9852352 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9852343 nChanged 3
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Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9852351 nChanged 5
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9852345 nChanged 6
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9852349 nChanged 8
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9852340 nChanged 8
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9852338 nChanged 8
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Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9852344 nChanged 6
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Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9852352 nChanged 3
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Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9852348 nChanged 3
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Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9852344 nChanged 1
Entering Unmasked Mstep 
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	Iteration 108Q: 3 clusters Score -9852351 nChanged 3
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Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9852346 nChanged 6
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Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 56689 members 
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	Iteration 110Q: 3 clusters Score -9852352 nChanged 7
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Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9852346 nChanged 8
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Mstep: Class 1 contains 17377 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9852353 nChanged 7
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Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9852345 nChanged 8
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Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9852343 nChanged 9
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Mstep: Class 2 contains 56728 members 
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	Iteration 115Q: 3 clusters Score -9852336 nChanged 13
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	Iteration 116Q: 3 clusters Score -9852331 nChanged 13
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9852332 nChanged 16
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	Iteration 118Q: 3 clusters Score -9852338 nChanged 17
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	Iteration 119Q: 3 clusters Score -9852352 nChanged 22
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	Iteration 120F: 3 clusters Score -9852351 nChanged 19
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	Iteration 121Q: 3 clusters Score -9852355 nChanged 23
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	Iteration 122Q: 3 clusters Score -9852357 nChanged 20
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	Iteration 123Q: 3 clusters Score -9852339 nChanged 19
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	Iteration 124Q: 3 clusters Score -9852341 nChanged 23
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	Iteration 125Q: 3 clusters Score -9852357 nChanged 17
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	Iteration 126Q: 3 clusters Score -9852357 nChanged 8
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	Iteration 127Q: 3 clusters Score -9852371 nChanged 13
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	Iteration 128Q: 3 clusters Score -9852374 nChanged 15
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	Iteration 129Q: 3 clusters Score -9852379 nChanged 12
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	Iteration 130Q: 3 clusters Score -9852373 nChanged 10
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	Iteration 131Q: 3 clusters Score -9852369 nChanged 12
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	Iteration 132Q: 3 clusters Score -9852377 nChanged 16
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	Iteration 133Q: 3 clusters Score -9852371 nChanged 27
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	Iteration 134Q: 3 clusters Score -9852383 nChanged 27
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	Iteration 135Q: 3 clusters Score -9852378 nChanged 24
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	Iteration 137Q: 3 clusters Score -9852389 nChanged 26
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	Iteration 138Q: 3 clusters Score -9852379 nChanged 24
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	Iteration 139Q: 3 clusters Score -9852376 nChanged 24
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9852355 nChanged 27
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	Iteration 141Q: 3 clusters Score -9852367 nChanged 35
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	Iteration 142Q: 3 clusters Score -9852379 nChanged 29
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	Iteration 143Q: 3 clusters Score -9852395 nChanged 36
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	Iteration 145Q: 3 clusters Score -9852398 nChanged 30
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	Iteration 146Q: 3 clusters Score -9852416 nChanged 34
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	Iteration 147Q: 3 clusters Score -9852419 nChanged 30
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	Iteration 148Q: 3 clusters Score -9852415 nChanged 40
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	Iteration 150Q: 3 clusters Score -9852407 nChanged 46
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	Iteration 152Q: 3 clusters Score -9852383 nChanged 41
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	Iteration 153Q: 3 clusters Score -9852378 nChanged 30
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	Iteration 154Q: 3 clusters Score -9852403 nChanged 27
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	Iteration 156Q: 3 clusters Score -9852397 nChanged 31
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	Iteration 157Q: 3 clusters Score -9852409 nChanged 36
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	Iteration 158Q: 3 clusters Score -9852411 nChanged 43
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	Iteration 159Q: 3 clusters Score -9852408 nChanged 40
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	Iteration 160F: 3 clusters Score -9852422 nChanged 43
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	Iteration 161Q: 3 clusters Score -9852426 nChanged 44
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	Iteration 162Q: 3 clusters Score -9852439 nChanged 37
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	Iteration 163Q: 3 clusters Score -9852437 nChanged 35
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	Iteration 164Q: 3 clusters Score -9852434 nChanged 31
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	Iteration 165Q: 3 clusters Score -9852444 nChanged 47
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	Iteration 166Q: 3 clusters Score -9852448 nChanged 43
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	Iteration 167Q: 3 clusters Score -9852441 nChanged 53
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	Iteration 168Q: 3 clusters Score -9852443 nChanged 58
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	Iteration 169Q: 3 clusters Score -9852448 nChanged 54
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	Iteration 170Q: 3 clusters Score -9852418 nChanged 59
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	Iteration 171Q: 3 clusters Score -9852434 nChanged 47
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	Iteration 172Q: 3 clusters Score -9852448 nChanged 52
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	Iteration 173Q: 3 clusters Score -9852443 nChanged 57
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	Iteration 175Q: 3 clusters Score -9852457 nChanged 66
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	Iteration 178Q: 3 clusters Score -9852459 nChanged 69
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	Iteration 179Q: 3 clusters Score -9852461 nChanged 73
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	Iteration 180F: 3 clusters Score -9852460 nChanged 62
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	Iteration 181Q: 3 clusters Score -9852472 nChanged 80
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	Iteration 182Q: 3 clusters Score -9852492 nChanged 83
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Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 59478 members 
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Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9852428 nChanged 57
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Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9852424 nChanged 58
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Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9852410 nChanged 57
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Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9852403 nChanged 72
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Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9852422 nChanged 81
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Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9852435 nChanged 81
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Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9852429 nChanged 102
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Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9852429 nChanged 117
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Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9852423 nChanged 130
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Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9852405 nChanged 127
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Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9852388 nChanged 164
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Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9852383 nChanged 175
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Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9852388 nChanged 173
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Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9852360 nChanged 173
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Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9852394 nChanged 144
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Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9852383 nChanged 136
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Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9852366 nChanged 112
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Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9852359 nChanged 103
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Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9852339 nChanged 92
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Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9852347 nChanged 90
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9852373 nChanged 89
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Mstep: Class 2 contains 62603 members 
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	Iteration 213Q: 3 clusters Score -9852358 nChanged 90
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Mstep: Class 2 contains 62693 members 
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Mstep: Class 2 contains 62767 members 
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	Iteration 216Q: 3 clusters Score -9852349 nChanged 63
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	Iteration 218Q: 3 clusters Score -9852362 nChanged 49
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	Iteration 220F: 3 clusters Score -9852357 nChanged 54
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 63107 members 
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	Iteration 221Q: 3 clusters Score -9852373 nChanged 54
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Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 63161 members 
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	Iteration 222Q: 3 clusters Score -9852348 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9852338 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9852339 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9852328 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9852330 nChanged 48
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Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9852323 nChanged 49
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Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9852311 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9852325 nChanged 53
Entering Unmasked Mstep 
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	Iteration 230Q: 3 clusters Score -9852344 nChanged 46
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	Iteration 231Q: 3 clusters Score -9852344 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9852319 nChanged 29
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9852327 nChanged 28
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Mstep: Class 2 contains 63676 members 
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	Iteration 234Q: 3 clusters Score -9852327 nChanged 30
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	Iteration 235Q: 3 clusters Score -9852344 nChanged 23
Entering Unmasked Mstep 
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	Iteration 236Q: 3 clusters Score -9852348 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9852355 nChanged 24
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9852352 nChanged 27
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	Iteration 239Q: 3 clusters Score -9852342 nChanged 21
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	Iteration 240F: 3 clusters Score -9852343 nChanged 19
Entering Unmasked Mstep 
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	Iteration 241Q: 3 clusters Score -9852351 nChanged 8
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	Iteration 242Q: 3 clusters Score -9852355 nChanged 6
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	Iteration 243Q: 3 clusters Score -9852351 nChanged 10
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	Iteration 244Q: 3 clusters Score -9852362 nChanged 12
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	Iteration 245Q: 3 clusters Score -9852347 nChanged 16
Entering Unmasked Mstep 
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	Iteration 246Q: 3 clusters Score -9852347 nChanged 15
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	Iteration 247Q: 3 clusters Score -9852341 nChanged 12
Entering Unmasked Mstep 
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	Iteration 248Q: 3 clusters Score -9852351 nChanged 14
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	Iteration 249Q: 3 clusters Score -9852341 nChanged 11
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	Iteration 250Q: 3 clusters Score -9852345 nChanged 10
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	Iteration 251Q: 3 clusters Score -9852336 nChanged 6
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	Iteration 252Q: 3 clusters Score -9852343 nChanged 16
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	Iteration 253Q: 3 clusters Score -9852343 nChanged 14
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	Iteration 254Q: 3 clusters Score -9852330 nChanged 20
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	Iteration 255Q: 3 clusters Score -9852341 nChanged 18
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	Iteration 256Q: 3 clusters Score -9852340 nChanged 16
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	Iteration 257Q: 3 clusters Score -9852332 nChanged 12
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	Iteration 258Q: 3 clusters Score -9852328 nChanged 7
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	Iteration 259Q: 3 clusters Score -9852333 nChanged 7
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	Iteration 260F: 3 clusters Score -9852329 nChanged 9
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	Iteration 261Q: 3 clusters Score -9852331 nChanged 9
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	Iteration 262Q: 3 clusters Score -9852334 nChanged 14
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	Iteration 263Q: 3 clusters Score -9852329 nChanged 16
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	Iteration 264Q: 3 clusters Score -9852333 nChanged 19
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	Iteration 265Q: 3 clusters Score -9852331 nChanged 21
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	Iteration 266Q: 3 clusters Score -9852324 nChanged 19
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	Iteration 267Q: 3 clusters Score -9852331 nChanged 18
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	Iteration 268Q: 3 clusters Score -9852308 nChanged 19
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	Iteration 269Q: 3 clusters Score -9852297 nChanged 15
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	Iteration 270Q: 3 clusters Score -9852297 nChanged 13
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	Iteration 271Q: 3 clusters Score -9852293 nChanged 19
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	Iteration 272Q: 3 clusters Score -9852295 nChanged 16
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	Iteration 273Q: 3 clusters Score -9852293 nChanged 15
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	Iteration 274Q: 3 clusters Score -9852289 nChanged 17
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Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -9852300.000000 Penalty: 3644.197266
	Iteration 275Q: 3 clusters Score -9852300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -9852291.000000 Penalty: 3644.197266
	Iteration 276Q: 3 clusters Score -9852291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -9852293.000000 Penalty: 3644.197266
	Iteration 277Q: 3 clusters Score -9852293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -9852308.000000 Penalty: 3644.197266
	Iteration 278Q: 3 clusters Score -9852308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -9852301.000000 Penalty: 3644.197266
	Iteration 279Q: 3 clusters Score -9852301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -9852298.000000 Penalty: 3644.197266
	Iteration 280F: 3 clusters Score -9852298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -9852295.000000 Penalty: 3644.197266
	Iteration 281Q: 3 clusters Score -9852295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -9852292.000000 Penalty: 3644.197266
	Iteration 282Q: 3 clusters Score -9852292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -9852287.000000 Penalty: 3644.197266
	Iteration 283Q: 3 clusters Score -9852287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -9852287.000000 Penalty: 3644.197266
	Iteration 284Q: 3 clusters Score -9852287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -9852282.000000 Penalty: 3644.197266
	Iteration 285Q: 3 clusters Score -9852282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -9852281.000000 Penalty: 3644.197266
	Iteration 286Q: 3 clusters Score -9852281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -9852265.000000 Penalty: 3644.197266
	Iteration 287Q: 3 clusters Score -9852265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -9852266.000000 Penalty: 3644.197266
	Iteration 288Q: 3 clusters Score -9852266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -9852248.000000 Penalty: 3644.197266
	Iteration 289Q: 3 clusters Score -9852248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -9852246.000000 Penalty: 3644.197266
	Iteration 290Q: 3 clusters Score -9852246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -9852248.000000 Penalty: 3644.197266
	Iteration 291Q: 3 clusters Score -9852248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -9852245.000000 Penalty: 3644.197266
	Iteration 292Q: 3 clusters Score -9852245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -9852250.000000 Penalty: 3644.197266
	Iteration 293Q: 3 clusters Score -9852250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -9852250.000000 Penalty: 3644.197266
	Iteration 294Q: 3 clusters Score -9852250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -9852241.000000 Penalty: 3644.197266
	Iteration 295Q: 3 clusters Score -9852241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -9852243.000000 Penalty: 3644.197266
	Iteration 296Q: 3 clusters Score -9852243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -9852243.000000 Penalty: 3644.197266
	Iteration 297Q: 3 clusters Score -9852243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -9852243.000000 Penalty: 3644.197266
	Iteration 298Q: 3 clusters Score -9852243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -9852245.000000 Penalty: 3644.197266
	Iteration 299Q: 3 clusters Score -9852245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -9852238.000000 Penalty: 3644.197266
	Iteration 300F: 3 clusters Score -9852238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -9852239.000000 Penalty: 3644.197266
	Iteration 301Q: 3 clusters Score -9852239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -9852239.000000 Penalty: 3644.197266
	Iteration 302Q: 3 clusters Score -9852239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -9852234.000000 Penalty: 3644.197266
	Iteration 303Q: 3 clusters Score -9852234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -9852238.000000 Penalty: 3644.197266
	Iteration 304Q: 3 clusters Score -9852238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -9852244.000000 Penalty: 3644.197266
	Iteration 305Q: 3 clusters Score -9852244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -9852241.000000 Penalty: 3644.197266
	Iteration 306Q: 3 clusters Score -9852241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -9852238.000000 Penalty: 3644.197266
	Iteration 307Q: 3 clusters Score -9852238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -9852237.000000 Penalty: 3644.197266
	Iteration 308Q: 3 clusters Score -9852237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -9852232.000000 Penalty: 3644.197266
	Iteration 309Q: 3 clusters Score -9852232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -9852232.000000 Penalty: 3644.197266
	Iteration 310Q: 3 clusters Score -9852232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -9852235.000000 Penalty: 3644.197266
	Iteration 311Q: 3 clusters Score -9852235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -9852237.000000 Penalty: 3644.197266
	Iteration 312Q: 3 clusters Score -9852237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -9852239.000000 Penalty: 3644.197266
	Iteration 313Q: 3 clusters Score -9852239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -9852235.000000 Penalty: 3644.197266
	Iteration 314Q: 3 clusters Score -9852235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -9852239.000000 Penalty: 3644.197266
	Iteration 315Q: 3 clusters Score -9852239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -9852239.000000 Penalty: 3644.197266
	Iteration 316F: 3 clusters Score -9852239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (81958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Entering Unmasked Estep 
Score: -10834136.000000 Penalty: 1838.518799
	Iteration 0F: 2 clusters Score -1.083414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -10781517.000000 Penalty: 3677.037598
	Iteration 0F: 3 clusters Score -1.078152e+07 nChanged 39262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -10804263.000000 Penalty: 3677.037598
	Iteration 1F: 3 clusters Score -1.080426e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -10805092.000000 Penalty: 3677.037598
	Iteration 2Q: 3 clusters Score -1.080509e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -10806350.000000 Penalty: 3677.037598
	Iteration 3Q: 3 clusters Score -1.080635e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -10808568.000000 Penalty: 3677.037598
	Iteration 4F: 3 clusters Score -1.080857e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -10812188.000000 Penalty: 3677.037598
	Iteration 5F: 3 clusters Score -1.081219e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -10816830.000000 Penalty: 3677.037598
	Iteration 6F: 3 clusters Score -1.081683e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -10821626.000000 Penalty: 3677.037598
	Iteration 7F: 3 clusters Score -1.082163e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -10825891.000000 Penalty: 3677.037598
	Iteration 8F: 3 clusters Score -1.082589e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -10828922.000000 Penalty: 3677.037598
	Iteration 9Q: 3 clusters Score -1.082892e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -10830731.000000 Penalty: 3677.037598
	Iteration 10Q: 3 clusters Score -1.083073e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -10831692.000000 Penalty: 3677.037598
	Iteration 11Q: 3 clusters Score -1.083169e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -10832178.000000 Penalty: 3677.037598
	Iteration 12Q: 3 clusters Score -1.083218e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -10832488.000000 Penalty: 3677.037598
	Iteration 13Q: 3 clusters Score -1.083249e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -10832715.000000 Penalty: 3677.037598
	Iteration 14Q: 3 clusters Score -1.083272e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -10832928.000000 Penalty: 3677.037598
	Iteration 15Q: 3 clusters Score -1.083293e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -10833024.000000 Penalty: 3677.037598
	Iteration 16Q: 3 clusters Score -1.083302e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -10833119.000000 Penalty: 3677.037598
	Iteration 17Q: 3 clusters Score -1.083312e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -10833176.000000 Penalty: 3677.037598
	Iteration 18Q: 3 clusters Score -1.083318e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -10833192.000000 Penalty: 3677.037598
	Iteration 19Q: 3 clusters Score -1.083319e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -10833204.000000 Penalty: 3677.037598
	Iteration 20F: 3 clusters Score -1.08332e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -10833222.000000 Penalty: 3677.037598
	Iteration 21Q: 3 clusters Score -1.083322e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -10833214.000000 Penalty: 3677.037598
	Iteration 22Q: 3 clusters Score -1.083321e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -10833203.000000 Penalty: 3677.037598
	Iteration 23Q: 3 clusters Score -1.08332e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -10833195.000000 Penalty: 3677.037598
	Iteration 24Q: 3 clusters Score -1.08332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -10833189.000000 Penalty: 3677.037598
	Iteration 25Q: 3 clusters Score -1.083319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -10833188.000000 Penalty: 3677.037598
	Iteration 26Q: 3 clusters Score -1.083319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -10833191.000000 Penalty: 3677.037598
	Iteration 27Q: 3 clusters Score -1.083319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -10833199.000000 Penalty: 3677.037598
	Iteration 28Q: 3 clusters Score -1.08332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -10833213.000000 Penalty: 3677.037598
	Iteration 29Q: 3 clusters Score -1.083321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -10833209.000000 Penalty: 3677.037598
	Iteration 30Q: 3 clusters Score -1.083321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -10833211.000000 Penalty: 3677.037598
	Iteration 31Q: 3 clusters Score -1.083321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -10833205.000000 Penalty: 3677.037598
	Iteration 32Q: 3 clusters Score -1.08332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -10833215.000000 Penalty: 3677.037598
	Iteration 33Q: 3 clusters Score -1.083322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -10833210.000000 Penalty: 3677.037598
	Iteration 34Q: 3 clusters Score -1.083321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 73609 members 
Entering Unmasked Estep 
Score: -10833210.000000 Penalty: 3677.037598
	Iteration 35Q: 3 clusters Score -1.083321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -10833206.000000 Penalty: 3677.037598
	Iteration 36Q: 3 clusters Score -1.083321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -10833211.000000 Penalty: 3677.037598
	Iteration 37Q: 3 clusters Score -1.083321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -10833202.000000 Penalty: 3677.037598
	Iteration 38Q: 3 clusters Score -1.08332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -10833198.000000 Penalty: 3677.037598
	Iteration 39Q: 3 clusters Score -1.08332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -10833190.000000 Penalty: 3677.037598
	Iteration 40F: 3 clusters Score -1.083319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -10833191.000000 Penalty: 3677.037598
	Iteration 41Q: 3 clusters Score -1.083319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -10833196.000000 Penalty: 3677.037598
	Iteration 42Q: 3 clusters Score -1.08332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -10833196.000000 Penalty: 3677.037598
	Iteration 43Q: 3 clusters Score -1.08332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -10833194.000000 Penalty: 3677.037598
	Iteration 44Q: 3 clusters Score -1.083319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -10833194.000000 Penalty: 3677.037598
	Iteration 45F: 3 clusters Score -1.083319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -213981.281250 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -213981.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212103.687500 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -212103.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -212484.156250 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -212484.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -212606.093750 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -212606.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212675.421875 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -212675.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212730.843750 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -212730.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212768.562500 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -212768.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -212813.906250 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -212813.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212844.921875 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -212844.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -212871.812500 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -212871.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -212895.734375 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -212895.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -212907.437500 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -212907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -212917.562500 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -212917.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212924.250000 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -212924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212930.296875 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -212930.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -212935.890625 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -212935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -212940.640625 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -212940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -212949.093750 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -212949.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -212961.953125 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -212962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -212971.390625 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -212971.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -212980.406250 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -212980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -212989.250000 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -212989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -212995.984375 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -212996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213002.140625 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -213002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -213006.968750 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -213007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -213009.218750 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -213009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213014.281250 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -213014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213017.859375 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -213017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213020.578125 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -213020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213023.062500 Penalty: 2408.362793
	Iteration 28Q: 3 clusters Score -213023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -213023.109375 Penalty: 2408.362793
	Iteration 29Q: 3 clusters Score -213023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -213023.109375 Penalty: 2408.362793
	Iteration 30F: 3 clusters Score -213023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -357641.000000 Penalty: 1290.113281
	Iteration 0F: 2 clusters Score -357641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355021.937500 Penalty: 2580.226562
	Iteration 0F: 3 clusters Score -355021.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355674.718750 Penalty: 2580.226562
	Iteration 1F: 3 clusters Score -355674.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -355808.718750 Penalty: 2580.226562
	Iteration 2F: 3 clusters Score -355808.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -355875.406250 Penalty: 2580.226562
	Iteration 3Q: 3 clusters Score -355875.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -355916.781250 Penalty: 2580.226562
	Iteration 4Q: 3 clusters Score -355916.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355953.812500 Penalty: 2580.226562
	Iteration 5Q: 3 clusters Score -355953.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -355981.531250 Penalty: 2580.226562
	Iteration 6Q: 3 clusters Score -355981.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -356007.093750 Penalty: 2580.226562
	Iteration 7Q: 3 clusters Score -356007.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356029.250000 Penalty: 2580.226562
	Iteration 8Q: 3 clusters Score -356029.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356043.343750 Penalty: 2580.226562
	Iteration 9Q: 3 clusters Score -356043.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -356054.937500 Penalty: 2580.226562
	Iteration 10Q: 3 clusters Score -356054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -356072.687500 Penalty: 2580.226562
	Iteration 11Q: 3 clusters Score -356072.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -356087.812500 Penalty: 2580.226562
	Iteration 12Q: 3 clusters Score -356087.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -356098.406250 Penalty: 2580.226562
	Iteration 13Q: 3 clusters Score -356098.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -356107.406250 Penalty: 2580.226562
	Iteration 14Q: 3 clusters Score -356107.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -356115.531250 Penalty: 2580.226562
	Iteration 15Q: 3 clusters Score -356115.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -356125.218750 Penalty: 2580.226562
	Iteration 16Q: 3 clusters Score -356125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -356133.687500 Penalty: 2580.226562
	Iteration 17Q: 3 clusters Score -356133.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -356144.937500 Penalty: 2580.226562
	Iteration 18Q: 3 clusters Score -356144.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -356158.843750 Penalty: 2580.226562
	Iteration 19Q: 3 clusters Score -356158.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -356172.812500 Penalty: 2580.226562
	Iteration 20F: 3 clusters Score -356172.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -356185.812500 Penalty: 2580.226562
	Iteration 21Q: 3 clusters Score -356185.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -356200.718750 Penalty: 2580.226562
	Iteration 22Q: 3 clusters Score -356200.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -356209.562500 Penalty: 2580.226562
	Iteration 23Q: 3 clusters Score -356209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -356216.406250 Penalty: 2580.226562
	Iteration 24Q: 3 clusters Score -356216.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -356222.843750 Penalty: 2580.226562
	Iteration 25Q: 3 clusters Score -356222.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -356230.156250 Penalty: 2580.226562
	Iteration 26Q: 3 clusters Score -356230.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -356240.312500 Penalty: 2580.226562
	Iteration 27Q: 3 clusters Score -356240.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -356253.312500 Penalty: 2580.226562
	Iteration 28Q: 3 clusters Score -356253.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -356260.375000 Penalty: 2580.226562
	Iteration 29Q: 3 clusters Score -356260.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -356264.343750 Penalty: 2580.226562
	Iteration 30Q: 3 clusters Score -356264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -356267.781250 Penalty: 2580.226562
	Iteration 31Q: 3 clusters Score -356267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -356270.062500 Penalty: 2580.226562
	Iteration 32Q: 3 clusters Score -356270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -356272.531250 Penalty: 2580.226562
	Iteration 33Q: 3 clusters Score -356272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -356275.781250 Penalty: 2580.226562
	Iteration 34Q: 3 clusters Score -356275.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -356281.781250 Penalty: 2580.226562
	Iteration 35Q: 3 clusters Score -356281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -356286.968750 Penalty: 2580.226562
	Iteration 36Q: 3 clusters Score -356287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -356291.968750 Penalty: 2580.226562
	Iteration 37Q: 3 clusters Score -356292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -356297.093750 Penalty: 2580.226562
	Iteration 38Q: 3 clusters Score -356297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -356300.468750 Penalty: 2580.226562
	Iteration 39Q: 3 clusters Score -356300.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -356302.375000 Penalty: 2580.226562
	Iteration 40F: 3 clusters Score -356302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -356305.812500 Penalty: 2580.226562
	Iteration 41Q: 3 clusters Score -356305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -356310.656250 Penalty: 2580.226562
	Iteration 42Q: 3 clusters Score -356310.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -356316.593750 Penalty: 2580.226562
	Iteration 43Q: 3 clusters Score -356316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -356320.718750 Penalty: 2580.226562
	Iteration 44Q: 3 clusters Score -356320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -356323.812500 Penalty: 2580.226562
	Iteration 45Q: 3 clusters Score -356323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -356327.062500 Penalty: 2580.226562
	Iteration 46Q: 3 clusters Score -356327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -356330.437500 Penalty: 2580.226562
	Iteration 47Q: 3 clusters Score -356330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -356332.125000 Penalty: 2580.226562
	Iteration 48Q: 3 clusters Score -356332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -356333.500000 Penalty: 2580.226562
	Iteration 49Q: 3 clusters Score -356333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -356334.843750 Penalty: 2580.226562
	Iteration 50Q: 3 clusters Score -356334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -356337.062500 Penalty: 2580.226562
	Iteration 51Q: 3 clusters Score -356337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -356337.750000 Penalty: 2580.226562
	Iteration 52Q: 3 clusters Score -356337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -356339.468750 Penalty: 2580.226562
	Iteration 53Q: 3 clusters Score -356339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -356340.531250 Penalty: 2580.226562
	Iteration 54Q: 3 clusters Score -356340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -356341.156250 Penalty: 2580.226562
	Iteration 55Q: 3 clusters Score -356341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -356341.843750 Penalty: 2580.226562
	Iteration 56Q: 3 clusters Score -356341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -356341.843750 Penalty: 2580.226562
	Iteration 57F: 3 clusters Score -356341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -170503.359375 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -170503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -168725.890625 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -168725.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -169097.453125 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -169097.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169234.578125 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -169234.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -169365.015625 Penalty: 2377.878174
	Iteration 3F: 3 clusters Score -169365 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -169482.468750 Penalty: 2377.878174
	Iteration 4F: 3 clusters Score -169482.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -169580.203125 Penalty: 2377.878174
	Iteration 5F: 3 clusters Score -169580.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -169644.875000 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -169644.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -169705.968750 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -169706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -169753.546875 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -169753.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -169799.140625 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -169799.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -169811.812500 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -169811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -169825.765625 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -169825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -169834.593750 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -169834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -169838.921875 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -169838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -169847.671875 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -169847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -169849.906250 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -169849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -169851.578125 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -169851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -169851.578125 Penalty: 2377.878174
	Iteration 17F: 3 clusters Score -169851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Entering Unmasked Estep 
Score: -12892865.000000 Penalty: 1867.237183
	Iteration 0F: 2 clusters Score -1.289286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -12836391.000000 Penalty: 3734.474365
	Iteration 0F: 3 clusters Score -1.283639e+07 nChanged 46848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -12863259.000000 Penalty: 3734.474365
	Iteration 1F: 3 clusters Score -1.286326e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -12864011.000000 Penalty: 3734.474365
	Iteration 2Q: 3 clusters Score -1.286401e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -12865568.000000 Penalty: 3734.474365
	Iteration 3Q: 3 clusters Score -1.286557e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -12867777.000000 Penalty: 3734.474365
	Iteration 4F: 3 clusters Score -1.286778e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -12870879.000000 Penalty: 3734.474365
	Iteration 5F: 3 clusters Score -1.287088e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -12874976.000000 Penalty: 3734.474365
	Iteration 6F: 3 clusters Score -1.287498e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -12879645.000000 Penalty: 3734.474365
	Iteration 7F: 3 clusters Score -1.287964e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -12883779.000000 Penalty: 3734.474365
	Iteration 8F: 3 clusters Score -1.288378e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -12886780.000000 Penalty: 3734.474365
	Iteration 9Q: 3 clusters Score -1.288678e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12889030.000000 Penalty: 3734.474365
	Iteration 10Q: 3 clusters Score -1.288903e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12890139.000000 Penalty: 3734.474365
	Iteration 11Q: 3 clusters Score -1.289014e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12890694.000000 Penalty: 3734.474365
	Iteration 12Q: 3 clusters Score -1.289069e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12890895.000000 Penalty: 3734.474365
	Iteration 13Q: 3 clusters Score -1.28909e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12891020.000000 Penalty: 3734.474365
	Iteration 14Q: 3 clusters Score -1.289102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12891085.000000 Penalty: 3734.474365
	Iteration 15Q: 3 clusters Score -1.289108e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12891142.000000 Penalty: 3734.474365
	Iteration 16Q: 3 clusters Score -1.289114e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12891182.000000 Penalty: 3734.474365
	Iteration 17Q: 3 clusters Score -1.289118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12891204.000000 Penalty: 3734.474365
	Iteration 18Q: 3 clusters Score -1.28912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12891229.000000 Penalty: 3734.474365
	Iteration 19Q: 3 clusters Score -1.289123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12891236.000000 Penalty: 3734.474365
	Iteration 20F: 3 clusters Score -1.289124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12891248.000000 Penalty: 3734.474365
	Iteration 21Q: 3 clusters Score -1.289125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12891261.000000 Penalty: 3734.474365
	Iteration 22Q: 3 clusters Score -1.289126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12891269.000000 Penalty: 3734.474365
	Iteration 23Q: 3 clusters Score -1.289127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12891272.000000 Penalty: 3734.474365
	Iteration 24Q: 3 clusters Score -1.289127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12891265.000000 Penalty: 3734.474365
	Iteration 25Q: 3 clusters Score -1.289126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12891265.000000 Penalty: 3734.474365
	Iteration 26F: 3 clusters Score -1.289126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1504683.375000 Penalty: 1517.872559
	Iteration 0F: 2 clusters Score -1504683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1496628.625000 Penalty: 3035.745117
	Iteration 0F: 3 clusters Score -1496629 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1499317.250000 Penalty: 3035.745117
	Iteration 1F: 3 clusters Score -1499317 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1499619.125000 Penalty: 3035.745117
	Iteration 2F: 3 clusters Score -1499619 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1499931.500000 Penalty: 3035.745117
	Iteration 3F: 3 clusters Score -1499932 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1500336.625000 Penalty: 3035.745117
	Iteration 4F: 3 clusters Score -1500337 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1500874.625000 Penalty: 3035.745117
	Iteration 5F: 3 clusters Score -1500875 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1501544.750000 Penalty: 3035.745117
	Iteration 6F: 3 clusters Score -1501545 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1502267.250000 Penalty: 3035.745117
	Iteration 7F: 3 clusters Score -1502267 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1502782.625000 Penalty: 3035.745117
	Iteration 8Q: 3 clusters Score -1502783 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1503061.875000 Penalty: 3035.745117
	Iteration 9Q: 3 clusters Score -1503062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1503181.750000 Penalty: 3035.745117
	Iteration 10Q: 3 clusters Score -1503182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1503246.375000 Penalty: 3035.745117
	Iteration 11Q: 3 clusters Score -1503246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1503280.500000 Penalty: 3035.745117
	Iteration 12Q: 3 clusters Score -1503280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1503307.750000 Penalty: 3035.745117
	Iteration 13Q: 3 clusters Score -1503308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1503330.250000 Penalty: 3035.745117
	Iteration 14Q: 3 clusters Score -1503330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1503341.500000 Penalty: 3035.745117
	Iteration 15Q: 3 clusters Score -1503342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1503347.500000 Penalty: 3035.745117
	Iteration 16Q: 3 clusters Score -1503348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1503354.375000 Penalty: 3035.745117
	Iteration 17Q: 3 clusters Score -1503354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1503360.500000 Penalty: 3035.745117
	Iteration 18Q: 3 clusters Score -1503360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1503377.375000 Penalty: 3035.745117
	Iteration 19Q: 3 clusters Score -1503377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1503380.625000 Penalty: 3035.745117
	Iteration 20F: 3 clusters Score -1503381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1503383.375000 Penalty: 3035.745117
	Iteration 21Q: 3 clusters Score -1503383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1503384.750000 Penalty: 3035.745117
	Iteration 22Q: 3 clusters Score -1503385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1503387.500000 Penalty: 3035.745117
	Iteration 23Q: 3 clusters Score -1503388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1503387.500000 Penalty: 3035.745117
	Iteration 24Q: 3 clusters Score -1503388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1503389.375000 Penalty: 3035.745117
	Iteration 25Q: 3 clusters Score -1503389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1503389.500000 Penalty: 3035.745117
	Iteration 26Q: 3 clusters Score -1503390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1503389.500000 Penalty: 3035.745117
	Iteration 27F: 3 clusters Score -1503390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Entering Unmasked Estep 
Score: -4730530.500000 Penalty: 1704.515747
	Iteration 0F: 2 clusters Score -4730530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4706459.000000 Penalty: 3409.031494
	Iteration 0F: 3 clusters Score -4706459 nChanged 16631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4715866.500000 Penalty: 3409.031494
	Iteration 1F: 3 clusters Score -4715866 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4716208.000000 Penalty: 3409.031494
	Iteration 2Q: 3 clusters Score -4716208 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4716542.500000 Penalty: 3409.031494
	Iteration 3Q: 3 clusters Score -4716542 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4716808.000000 Penalty: 3409.031494
	Iteration 4Q: 3 clusters Score -4716808 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4717134.000000 Penalty: 3409.031494
	Iteration 5Q: 3 clusters Score -4717134 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4717574.000000 Penalty: 3409.031494
	Iteration 6Q: 3 clusters Score -4717574 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4718165.500000 Penalty: 3409.031494
	Iteration 7Q: 3 clusters Score -4718166 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4719090.000000 Penalty: 3409.031494
	Iteration 8Q: 3 clusters Score -4719090 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4720548.500000 Penalty: 3409.031494
	Iteration 9F: 3 clusters Score -4720548 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -4722584.000000 Penalty: 3409.031494
	Iteration 10F: 3 clusters Score -4722584 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4724862.000000 Penalty: 3409.031494
	Iteration 11F: 3 clusters Score -4724862 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4726644.500000 Penalty: 3409.031494
	Iteration 12F: 3 clusters Score -4726644 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4727763.500000 Penalty: 3409.031494
	Iteration 13Q: 3 clusters Score -4727764 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4728379.000000 Penalty: 3409.031494
	Iteration 14Q: 3 clusters Score -4728379 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4728674.500000 Penalty: 3409.031494
	Iteration 15Q: 3 clusters Score -4728674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4728824.000000 Penalty: 3409.031494
	Iteration 16Q: 3 clusters Score -4728824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4728908.500000 Penalty: 3409.031494
	Iteration 17Q: 3 clusters Score -4728908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4728972.500000 Penalty: 3409.031494
	Iteration 18Q: 3 clusters Score -4728972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4729004.500000 Penalty: 3409.031494
	Iteration 19Q: 3 clusters Score -4729004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4729018.000000 Penalty: 3409.031494
	Iteration 20F: 3 clusters Score -4729018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4729026.000000 Penalty: 3409.031494
	Iteration 21Q: 3 clusters Score -4729026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4729044.000000 Penalty: 3409.031494
	Iteration 22Q: 3 clusters Score -4729044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4729047.500000 Penalty: 3409.031494
	Iteration 23Q: 3 clusters Score -4729048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4729047.500000 Penalty: 3409.031494
	Iteration 24Q: 3 clusters Score -4729048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4729055.000000 Penalty: 3409.031494
	Iteration 25Q: 3 clusters Score -4729055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4729067.500000 Penalty: 3409.031494
	Iteration 26Q: 3 clusters Score -4729068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4729070.500000 Penalty: 3409.031494
	Iteration 27Q: 3 clusters Score -4729070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4729080.500000 Penalty: 3409.031494
	Iteration 28Q: 3 clusters Score -4729080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4729084.000000 Penalty: 3409.031494
	Iteration 29Q: 3 clusters Score -4729084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4729082.500000 Penalty: 3409.031494
	Iteration 30Q: 3 clusters Score -4729082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4729082.500000 Penalty: 3409.031494
	Iteration 31F: 3 clusters Score -4729082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50785 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 8416 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15031 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64079 members 
Mstep: Class 10 contains 72592 members 
Mstep: Class 11 contains 8400 members 
Mstep: Class 12 contains 85735 members 
Mstep: Class 13 contains 28086 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 78121 members 
Mstep: Class 22 contains 38004 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77511 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69059 members 
Mstep: Class 30 contains 12870 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 81958 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 97801 members 
Mstep: Class 37 contains 11393 members 
Mstep: Class 38 contains 35930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784864.000000 Penalty: 85314.296875
Iteration 239Q: 39 clusters Score -1.277849e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50793 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 8418 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15025 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64089 members 
Mstep: Class 10 contains 72575 members 
Mstep: Class 11 contains 8393 members 
Mstep: Class 12 contains 85693 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 21 contains 78097 members 
Mstep: Class 22 contains 37959 members 
Mstep: Class 23 contains 20739 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77518 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69786 members 
Mstep: Class 30 contains 12865 members 
Mstep: Class 31 contains 74162 members 
Mstep: Class 32 contains 81941 members 
Mstep: Class 33 contains 1651 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 98002 members 
Mstep: Class 37 contains 11390 members 
Mstep: Class 38 contains 35064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784488.000000 Penalty: 85314.296875
Iteration 240F: 39 clusters Score -1.277845e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50790 members 
Mstep: Class 3 contains 15321 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15027 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64127 members 
Mstep: Class 10 contains 72565 members 
Mstep: Class 11 contains 8383 members 
Mstep: Class 12 contains 85639 members 
Mstep: Class 13 contains 28100 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10646 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 78079 members 
Mstep: Class 22 contains 37913 members 
Mstep: Class 23 contains 20742 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77529 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 70469 members 
Mstep: Class 30 contains 12861 members 
Mstep: Class 31 contains 74248 members 
Mstep: Class 32 contains 81927 members 
Mstep: Class 33 contains 1646 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 98185 members 
Mstep: Class 37 contains 11394 members 
Mstep: Class 38 contains 34264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784568.000000 Penalty: 85314.296875
Iteration 241Q: 39 clusters Score -1.277846e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50781 members 
Mstep: Class 3 contains 15303 members 
Mstep: Class 4 contains 8416 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15032 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64187 members 
Mstep: Class 10 contains 72569 members 
Mstep: Class 11 contains 8378 members 
Mstep: Class 12 contains 85571 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10625 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 5418 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 78087 members 
Mstep: Class 22 contains 37886 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77524 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 71089 members 
Mstep: Class 30 contains 12863 members 
Mstep: Class 31 contains 74312 members 
Mstep: Class 32 contains 81919 members 
Mstep: Class 33 contains 1637 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 98334 members 
Mstep: Class 37 contains 11394 members 
Mstep: Class 38 contains 33521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784176.000000 Penalty: 85314.296875
Iteration 242Q: 39 clusters Score -1.277842e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50773 members 
Mstep: Class 3 contains 15303 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15034 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64260 members 
Mstep: Class 10 contains 72575 members 
Mstep: Class 11 contains 8376 members 
Mstep: Class 12 contains 85503 members 
Mstep: Class 13 contains 28105 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10612 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 78096 members 
Mstep: Class 22 contains 37867 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77495 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 71625 members 
Mstep: Class 30 contains 12859 members 
Mstep: Class 31 contains 74392 members 
Mstep: Class 32 contains 81905 members 
Mstep: Class 33 contains 1630 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1506 members 
Mstep: Class 36 contains 98522 members 
Mstep: Class 37 contains 11400 members 
Mstep: Class 38 contains 32808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783888.000000 Penalty: 85314.296875
Iteration 243Q: 39 clusters Score -1.277839e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50783 members 
Mstep: Class 3 contains 15306 members 
Mstep: Class 4 contains 8407 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15037 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64300 members 
Mstep: Class 10 contains 72587 members 
Mstep: Class 11 contains 8369 members 
Mstep: Class 12 contains 85440 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 78124 members 
Mstep: Class 22 contains 37834 members 
Mstep: Class 23 contains 20733 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77473 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 72068 members 
Mstep: Class 30 contains 12853 members 
Mstep: Class 31 contains 74438 members 
Mstep: Class 32 contains 81889 members 
Mstep: Class 33 contains 1624 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1506 members 
Mstep: Class 36 contains 98793 members 
Mstep: Class 37 contains 11406 members 
Mstep: Class 38 contains 32113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783464.000000 Penalty: 85314.296875
Iteration 244Q: 39 clusters Score -1.277835e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50779 members 
Mstep: Class 3 contains 15313 members 
Mstep: Class 4 contains 8404 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 15036 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64354 members 
Mstep: Class 10 contains 72586 members 
Mstep: Class 11 contains 8363 members 
Mstep: Class 12 contains 85402 members 
Mstep: Class 13 contains 28111 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10592 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3166 members 
Mstep: Class 21 contains 78146 members 
Mstep: Class 22 contains 37798 members 
Mstep: Class 23 contains 20733 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77473 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 72343 members 
Mstep: Class 30 contains 12852 members 
Mstep: Class 31 contains 74472 members 
Mstep: Class 32 contains 81863 members 
Mstep: Class 33 contains 1617 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1506 members 
Mstep: Class 36 contains 99141 members 
Mstep: Class 37 contains 11415 members 
Mstep: Class 38 contains 31504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783312.000000 Penalty: 85314.296875
Iteration 245Q: 39 clusters Score -1.277833e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50775 members 
Mstep: Class 3 contains 15323 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15041 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64412 members 
Mstep: Class 10 contains 72566 members 
Mstep: Class 11 contains 8361 members 
Mstep: Class 12 contains 85373 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10583 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 78172 members 
Mstep: Class 22 contains 37757 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77495 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 72489 members 
Mstep: Class 30 contains 12850 members 
Mstep: Class 31 contains 74519 members 
Mstep: Class 32 contains 81856 members 
Mstep: Class 33 contains 1613 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 99482 members 
Mstep: Class 37 contains 11421 members 
Mstep: Class 38 contains 30968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783280.000000 Penalty: 85314.296875
Iteration 246Q: 39 clusters Score -1.277833e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50779 members 
Mstep: Class 3 contains 15318 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15044 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64479 members 
Mstep: Class 10 contains 72583 members 
Mstep: Class 11 contains 8347 members 
Mstep: Class 12 contains 85340 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10577 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 78174 members 
Mstep: Class 22 contains 37721 members 
Mstep: Class 23 contains 20742 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77498 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 72509 members 
Mstep: Class 30 contains 12851 members 
Mstep: Class 31 contains 74577 members 
Mstep: Class 32 contains 81829 members 
Mstep: Class 33 contains 1607 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 99874 members 
Mstep: Class 37 contains 11429 members 
Mstep: Class 38 contains 30531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782968.000000 Penalty: 85314.296875
Iteration 247Q: 39 clusters Score -1.27783e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50773 members 
Mstep: Class 3 contains 15311 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15046 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64554 members 
Mstep: Class 10 contains 72588 members 
Mstep: Class 11 contains 8342 members 
Mstep: Class 12 contains 85291 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10572 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 78163 members 
Mstep: Class 22 contains 37692 members 
Mstep: Class 23 contains 20739 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77516 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 72426 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 74643 members 
Mstep: Class 32 contains 81815 members 
Mstep: Class 33 contains 1606 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 100293 members 
Mstep: Class 37 contains 11439 members 
Mstep: Class 38 contains 30160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782672.000000 Penalty: 85314.296875
Iteration 248Q: 39 clusters Score -1.277827e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50764 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15045 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64633 members 
Mstep: Class 10 contains 72583 members 
Mstep: Class 11 contains 8344 members 
Mstep: Class 12 contains 85269 members 
Mstep: Class 13 contains 28106 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10561 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 78176 members 
Mstep: Class 22 contains 37660 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77531 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 72214 members 
Mstep: Class 30 contains 12860 members 
Mstep: Class 31 contains 74671 members 
Mstep: Class 32 contains 81808 members 
Mstep: Class 33 contains 1605 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 100751 members 
Mstep: Class 37 contains 11445 members 
Mstep: Class 38 contains 29883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782728.000000 Penalty: 85314.296875
Iteration 249Q: 39 clusters Score -1.277827e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50762 members 
Mstep: Class 3 contains 15309 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15048 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64685 members 
Mstep: Class 10 contains 72589 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 85220 members 
Mstep: Class 13 contains 28106 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10555 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 78182 members 
Mstep: Class 22 contains 37632 members 
Mstep: Class 23 contains 20743 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77540 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 71864 members 
Mstep: Class 30 contains 12857 members 
Mstep: Class 31 contains 74711 members 
Mstep: Class 32 contains 81796 members 
Mstep: Class 33 contains 1604 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1504 members 
Mstep: Class 36 contains 101309 members 
Mstep: Class 37 contains 11452 members 
Mstep: Class 38 contains 29675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782664.000000 Penalty: 85314.296875
Iteration 250Q: 39 clusters Score -1.277827e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50763 members 
Mstep: Class 3 contains 15302 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64766 members 
Mstep: Class 10 contains 72587 members 
Mstep: Class 11 contains 8333 members 
Mstep: Class 12 contains 85159 members 
Mstep: Class 13 contains 28104 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 78182 members 
Mstep: Class 22 contains 37613 members 
Mstep: Class 23 contains 20751 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77569 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 71424 members 
Mstep: Class 30 contains 12854 members 
Mstep: Class 31 contains 74756 members 
Mstep: Class 32 contains 81787 members 
Mstep: Class 33 contains 1604 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1505 members 
Mstep: Class 36 contains 101853 members 
Mstep: Class 37 contains 11460 members 
Mstep: Class 38 contains 29547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782912.000000 Penalty: 85314.296875
Iteration 251Q: 39 clusters Score -1.277829e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50766 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 8391 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15052 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64838 members 
Mstep: Class 10 contains 72589 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 85101 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10543 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 78176 members 
Mstep: Class 22 contains 37585 members 
Mstep: Class 23 contains 20756 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77616 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 70917 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 74778 members 
Mstep: Class 32 contains 81780 members 
Mstep: Class 33 contains 1603 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 1507 members 
Mstep: Class 36 contains 102412 members 
Mstep: Class 37 contains 11463 members 
Mstep: Class 38 contains 29473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782704.000000 Penalty: 85314.296875
Iteration 252Q: 39 clusters Score -1.277827e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50770 members 
Mstep: Class 3 contains 15308 members 
Mstep: Class 4 contains 8391 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15057 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64913 members 
Mstep: Class 10 contains 72599 members 
Mstep: Class 11 contains 8323 members 
Mstep: Class 12 contains 85021 members 
Mstep: Class 13 contains 28100 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5258 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 78166 members 
Mstep: Class 22 contains 37556 members 
Mstep: Class 23 contains 20755 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77652 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 70314 members 
Mstep: Class 30 contains 12853 members 
Mstep: Class 31 contains 74819 members 
Mstep: Class 32 contains 81769 members 
Mstep: Class 33 contains 1604 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1508 members 
Mstep: Class 36 contains 103000 members 
Mstep: Class 37 contains 11464 members 
Mstep: Class 38 contains 29480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782456.000000 Penalty: 85314.296875
Iteration 253Q: 39 clusters Score -1.277825e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50770 members 
Mstep: Class 3 contains 15303 members 
Mstep: Class 4 contains 8389 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15063 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65010 members 
Mstep: Class 10 contains 72594 members 
Mstep: Class 11 contains 8319 members 
Mstep: Class 12 contains 84953 members 
Mstep: Class 13 contains 28097 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 78165 members 
Mstep: Class 22 contains 37529 members 
Mstep: Class 23 contains 20757 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77686 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69713 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 74855 members 
Mstep: Class 32 contains 81765 members 
Mstep: Class 33 contains 1606 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1508 members 
Mstep: Class 36 contains 103511 members 
Mstep: Class 37 contains 11467 members 
Mstep: Class 38 contains 29536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782008.000000 Penalty: 85314.296875
Iteration 254Q: 39 clusters Score -1.27782e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50762 members 
Mstep: Class 3 contains 15302 members 
Mstep: Class 4 contains 8389 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15067 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65061 members 
Mstep: Class 10 contains 72582 members 
Mstep: Class 11 contains 8317 members 
Mstep: Class 12 contains 84886 members 
Mstep: Class 13 contains 28093 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 78153 members 
Mstep: Class 22 contains 37501 members 
Mstep: Class 23 contains 20760 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77745 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69046 members 
Mstep: Class 30 contains 12854 members 
Mstep: Class 31 contains 74886 members 
Mstep: Class 32 contains 81764 members 
Mstep: Class 33 contains 1602 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1509 members 
Mstep: Class 36 contains 104096 members 
Mstep: Class 37 contains 11468 members 
Mstep: Class 38 contains 29625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781736.000000 Penalty: 85314.296875
Iteration 255Q: 39 clusters Score -1.277817e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15070 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65161 members 
Mstep: Class 10 contains 72598 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 84815 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10517 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 78141 members 
Mstep: Class 22 contains 37473 members 
Mstep: Class 23 contains 20761 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77786 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 68340 members 
Mstep: Class 30 contains 12852 members 
Mstep: Class 31 contains 74918 members 
Mstep: Class 32 contains 81756 members 
Mstep: Class 33 contains 1597 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1509 members 
Mstep: Class 36 contains 104625 members 
Mstep: Class 37 contains 11473 members 
Mstep: Class 38 contains 29744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781448.000000 Penalty: 85314.296875
Iteration 256Q: 39 clusters Score -1.277814e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50763 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15074 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65252 members 
Mstep: Class 10 contains 72621 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 84740 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10509 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 78116 members 
Mstep: Class 22 contains 37455 members 
Mstep: Class 23 contains 20759 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77831 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67674 members 
Mstep: Class 30 contains 12855 members 
Mstep: Class 31 contains 74955 members 
Mstep: Class 32 contains 81746 members 
Mstep: Class 33 contains 1592 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 105100 members 
Mstep: Class 37 contains 11478 members 
Mstep: Class 38 contains 29880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781072.000000 Penalty: 85314.296875
Iteration 257Q: 39 clusters Score -1.277811e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50765 members 
Mstep: Class 3 contains 15344 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15077 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65338 members 
Mstep: Class 10 contains 72633 members 
Mstep: Class 11 contains 8303 members 
Mstep: Class 12 contains 84686 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10496 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 21 contains 78089 members 
Mstep: Class 22 contains 37443 members 
Mstep: Class 23 contains 20765 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77857 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67051 members 
Mstep: Class 30 contains 12860 members 
Mstep: Class 31 contains 74994 members 
Mstep: Class 32 contains 81731 members 
Mstep: Class 33 contains 1590 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 105520 members 
Mstep: Class 37 contains 11486 members 
Mstep: Class 38 contains 30007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780904.000000 Penalty: 85314.296875
Iteration 258Q: 39 clusters Score -1.277809e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50769 members 
Mstep: Class 3 contains 15366 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15077 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65403 members 
Mstep: Class 10 contains 72646 members 
Mstep: Class 11 contains 8303 members 
Mstep: Class 12 contains 84664 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10489 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 78068 members 
Mstep: Class 22 contains 37427 members 
Mstep: Class 23 contains 20766 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77885 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 66437 members 
Mstep: Class 30 contains 12862 members 
Mstep: Class 31 contains 75033 members 
Mstep: Class 32 contains 81716 members 
Mstep: Class 33 contains 1590 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 105928 members 
Mstep: Class 37 contains 11491 members 
Mstep: Class 38 contains 30146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780360.000000 Penalty: 85314.296875
Iteration 259Q: 39 clusters Score -1.277804e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50766 members 
Mstep: Class 3 contains 15402 members 
Mstep: Class 4 contains 8398 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15075 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65475 members 
Mstep: Class 10 contains 72651 members 
Mstep: Class 11 contains 8303 members 
Mstep: Class 12 contains 84639 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 10479 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 78056 members 
Mstep: Class 22 contains 37403 members 
Mstep: Class 23 contains 20770 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77922 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65939 members 
Mstep: Class 30 contains 12862 members 
Mstep: Class 31 contains 75070 members 
Mstep: Class 32 contains 81709 members 
Mstep: Class 33 contains 1583 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 106176 members 
Mstep: Class 37 contains 11495 members 
Mstep: Class 38 contains 30311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780208.000000 Penalty: 85314.296875
Iteration 260F: 39 clusters Score -1.277802e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50751 members 
Mstep: Class 3 contains 15434 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15070 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65534 members 
Mstep: Class 10 contains 72658 members 
Mstep: Class 11 contains 8305 members 
Mstep: Class 12 contains 84603 members 
Mstep: Class 13 contains 28067 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10465 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3215 members 
Mstep: Class 21 contains 78038 members 
Mstep: Class 22 contains 37384 members 
Mstep: Class 23 contains 20774 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77948 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65559 members 
Mstep: Class 30 contains 12865 members 
Mstep: Class 31 contains 75132 members 
Mstep: Class 32 contains 81694 members 
Mstep: Class 33 contains 1578 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 106359 members 
Mstep: Class 37 contains 11499 members 
Mstep: Class 38 contains 30453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780448.000000 Penalty: 85314.296875
Iteration 261Q: 39 clusters Score -1.277804e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50746 members 
Mstep: Class 3 contains 15460 members 
Mstep: Class 4 contains 8394 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65580 members 
Mstep: Class 10 contains 72677 members 
Mstep: Class 11 contains 8297 members 
Mstep: Class 12 contains 84594 members 
Mstep: Class 13 contains 28064 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 78023 members 
Mstep: Class 22 contains 37363 members 
Mstep: Class 23 contains 20778 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65263 members 
Mstep: Class 30 contains 12873 members 
Mstep: Class 31 contains 75176 members 
Mstep: Class 32 contains 81670 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 106471 members 
Mstep: Class 37 contains 11501 members 
Mstep: Class 38 contains 30605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780400.000000 Penalty: 85314.296875
Iteration 262Q: 39 clusters Score -1.277804e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50734 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65621 members 
Mstep: Class 10 contains 72692 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 84588 members 
Mstep: Class 13 contains 28065 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 5036 members 
Mstep: Class 18 contains 4801 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 78025 members 
Mstep: Class 22 contains 37340 members 
Mstep: Class 23 contains 20778 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77977 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65066 members 
Mstep: Class 30 contains 12876 members 
Mstep: Class 31 contains 75202 members 
Mstep: Class 32 contains 81649 members 
Mstep: Class 33 contains 1559 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 106477 members 
Mstep: Class 37 contains 11505 members 
Mstep: Class 38 contains 30760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780336.000000 Penalty: 85314.296875
Iteration 263Q: 39 clusters Score -1.277803e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50715 members 
Mstep: Class 3 contains 15513 members 
Mstep: Class 4 contains 8407 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15061 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65644 members 
Mstep: Class 10 contains 72684 members 
Mstep: Class 11 contains 8297 members 
Mstep: Class 12 contains 84589 members 
Mstep: Class 13 contains 28071 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 5003 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 78032 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 20783 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77990 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65023 members 
Mstep: Class 30 contains 12878 members 
Mstep: Class 31 contains 75242 members 
Mstep: Class 32 contains 81638 members 
Mstep: Class 33 contains 1560 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 106389 members 
Mstep: Class 37 contains 11506 members 
Mstep: Class 38 contains 30873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780120.000000 Penalty: 85314.296875
Iteration 264Q: 39 clusters Score -1.277801e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50699 members 
Mstep: Class 3 contains 15533 members 
Mstep: Class 4 contains 8406 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15059 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65678 members 
Mstep: Class 10 contains 72674 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84590 members 
Mstep: Class 13 contains 28071 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 21 contains 78045 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 20787 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77988 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65070 members 
Mstep: Class 30 contains 12877 members 
Mstep: Class 31 contains 75278 members 
Mstep: Class 32 contains 81632 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 106259 members 
Mstep: Class 37 contains 11512 members 
Mstep: Class 38 contains 30934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780280.000000 Penalty: 85314.296875
Iteration 265Q: 39 clusters Score -1.277803e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50680 members 
Mstep: Class 3 contains 15558 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15060 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65676 members 
Mstep: Class 10 contains 72670 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84597 members 
Mstep: Class 13 contains 28071 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 4954 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3219 members 
Mstep: Class 21 contains 78055 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 20790 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 77994 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65184 members 
Mstep: Class 30 contains 12880 members 
Mstep: Class 31 contains 75288 members 
Mstep: Class 32 contains 81620 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 106112 members 
Mstep: Class 37 contains 11517 members 
Mstep: Class 38 contains 30955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780240.000000 Penalty: 85314.296875
Iteration 266Q: 39 clusters Score -1.277802e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50673 members 
Mstep: Class 3 contains 15590 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15059 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65684 members 
Mstep: Class 10 contains 72669 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 84594 members 
Mstep: Class 13 contains 28072 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 78061 members 
Mstep: Class 22 contains 37291 members 
Mstep: Class 23 contains 20791 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78007 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65349 members 
Mstep: Class 30 contains 12880 members 
Mstep: Class 31 contains 75312 members 
Mstep: Class 32 contains 81597 members 
Mstep: Class 33 contains 1556 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 105923 members 
Mstep: Class 37 contains 11524 members 
Mstep: Class 38 contains 30958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780192.000000 Penalty: 85314.296875
Iteration 267Q: 39 clusters Score -1.277802e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50664 members 
Mstep: Class 3 contains 15622 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15058 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65707 members 
Mstep: Class 10 contains 72672 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 84599 members 
Mstep: Class 13 contains 28071 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 78062 members 
Mstep: Class 22 contains 37280 members 
Mstep: Class 23 contains 20786 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78018 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65533 members 
Mstep: Class 30 contains 12882 members 
Mstep: Class 31 contains 75333 members 
Mstep: Class 32 contains 81586 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 105722 members 
Mstep: Class 37 contains 11530 members 
Mstep: Class 38 contains 30925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780320.000000 Penalty: 85314.296875
Iteration 268Q: 39 clusters Score -1.277803e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50653 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15059 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65734 members 
Mstep: Class 10 contains 72669 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84592 members 
Mstep: Class 13 contains 28068 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 4919 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 78067 members 
Mstep: Class 22 contains 37266 members 
Mstep: Class 23 contains 20791 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 78038 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 65749 members 
Mstep: Class 30 contains 12885 members 
Mstep: Class 31 contains 75359 members 
Mstep: Class 32 contains 81575 members 
Mstep: Class 33 contains 1550 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 105509 members 
Mstep: Class 37 contains 11532 members 
Mstep: Class 38 contains 30887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780384.000000 Penalty: 85314.296875
Iteration 269Q: 39 clusters Score -1.277804e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50644 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15058 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65745 members 
Mstep: Class 10 contains 72651 members 
Mstep: Class 11 contains 8293 members 
Mstep: Class 12 contains 84608 members 
Mstep: Class 13 contains 28064 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10367 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 4914 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 78068 members 
Mstep: Class 22 contains 37253 members 
Mstep: Class 23 contains 20794 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78069 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 66018 members 
Mstep: Class 30 contains 12884 members 
Mstep: Class 31 contains 75376 members 
Mstep: Class 32 contains 81570 members 
Mstep: Class 33 contains 1548 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 105260 members 
Mstep: Class 37 contains 11533 members 
Mstep: Class 38 contains 30825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780280.000000 Penalty: 85314.296875
Iteration 270Q: 39 clusters Score -1.277803e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50631 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 8428 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15057 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65743 members 
Mstep: Class 10 contains 72647 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 84631 members 
Mstep: Class 13 contains 28062 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10355 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 4917 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 78058 members 
Mstep: Class 22 contains 37246 members 
Mstep: Class 23 contains 20793 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78094 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 66307 members 
Mstep: Class 30 contains 12887 members 
Mstep: Class 31 contains 75388 members 
Mstep: Class 32 contains 81565 members 
Mstep: Class 33 contains 1543 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 105015 members 
Mstep: Class 37 contains 11535 members 
Mstep: Class 38 contains 30749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780336.000000 Penalty: 85314.296875
Iteration 271Q: 39 clusters Score -1.277803e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50624 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 4 contains 8436 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 15052 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65742 members 
Mstep: Class 10 contains 72623 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84638 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 4921 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 78057 members 
Mstep: Class 22 contains 37236 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78132 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 66646 members 
Mstep: Class 30 contains 12878 members 
Mstep: Class 31 contains 75399 members 
Mstep: Class 32 contains 81570 members 
Mstep: Class 33 contains 1546 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 104750 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 30640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780464.000000 Penalty: 85314.296875
Iteration 272Q: 39 clusters Score -1.277805e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 50614 members 
Mstep: Class 3 contains 15730 members 
Mstep: Class 4 contains 8445 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 15048 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65732 members 
Mstep: Class 10 contains 72601 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 84666 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 10331 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 78057 members 
Mstep: Class 22 contains 37220 members 
Mstep: Class 23 contains 20799 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78172 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67013 members 
Mstep: Class 30 contains 12877 members 
Mstep: Class 31 contains 75396 members 
Mstep: Class 32 contains 81575 members 
Mstep: Class 33 contains 1546 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 104480 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 30523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780640.000000 Penalty: 85314.296875
Iteration 273Q: 39 clusters Score -1.277806e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50610 members 
Mstep: Class 3 contains 15740 members 
Mstep: Class 4 contains 8454 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15045 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65720 members 
Mstep: Class 10 contains 72576 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84672 members 
Mstep: Class 13 contains 28049 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 4937 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 78038 members 
Mstep: Class 22 contains 37214 members 
Mstep: Class 23 contains 20801 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78227 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67359 members 
Mstep: Class 30 contains 12876 members 
Mstep: Class 31 contains 75392 members 
Mstep: Class 32 contains 81581 members 
Mstep: Class 33 contains 1545 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 104276 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 30369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780744.000000 Penalty: 85314.296875
Iteration 274Q: 39 clusters Score -1.277807e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50600 members 
Mstep: Class 3 contains 15764 members 
Mstep: Class 4 contains 8462 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15044 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65721 members 
Mstep: Class 10 contains 72571 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84682 members 
Mstep: Class 13 contains 28046 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 78018 members 
Mstep: Class 22 contains 37196 members 
Mstep: Class 23 contains 20798 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67738 members 
Mstep: Class 30 contains 12875 members 
Mstep: Class 31 contains 75392 members 
Mstep: Class 32 contains 81575 members 
Mstep: Class 33 contains 1543 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 104027 members 
Mstep: Class 37 contains 11535 members 
Mstep: Class 38 contains 30223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780728.000000 Penalty: 85314.296875
Iteration 275Q: 39 clusters Score -1.277807e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50596 members 
Mstep: Class 3 contains 15773 members 
Mstep: Class 4 contains 8469 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15040 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65715 members 
Mstep: Class 10 contains 72573 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 84707 members 
Mstep: Class 13 contains 28043 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10311 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 77982 members 
Mstep: Class 22 contains 37178 members 
Mstep: Class 23 contains 20798 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78329 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 68127 members 
Mstep: Class 30 contains 12876 members 
Mstep: Class 31 contains 75386 members 
Mstep: Class 32 contains 81570 members 
Mstep: Class 33 contains 1536 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 103839 members 
Mstep: Class 37 contains 11534 members 
Mstep: Class 38 contains 30026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780864.000000 Penalty: 85314.296875
Iteration 276Q: 39 clusters Score -1.277809e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50587 members 
Mstep: Class 3 contains 15785 members 
Mstep: Class 4 contains 8470 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15036 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65691 members 
Mstep: Class 10 contains 72568 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84743 members 
Mstep: Class 13 contains 28039 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10304 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 4946 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 77952 members 
Mstep: Class 22 contains 37168 members 
Mstep: Class 23 contains 20797 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78389 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 68522 members 
Mstep: Class 30 contains 12877 members 
Mstep: Class 31 contains 75376 members 
Mstep: Class 32 contains 81560 members 
Mstep: Class 33 contains 1531 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 103664 members 
Mstep: Class 37 contains 11534 members 
Mstep: Class 38 contains 29803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781048.000000 Penalty: 85314.296875
Iteration 277Q: 39 clusters Score -1.27781e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50585 members 
Mstep: Class 3 contains 15798 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15033 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65667 members 
Mstep: Class 10 contains 72564 members 
Mstep: Class 11 contains 8294 members 
Mstep: Class 12 contains 84769 members 
Mstep: Class 13 contains 28034 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 77919 members 
Mstep: Class 22 contains 37162 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78420 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 68896 members 
Mstep: Class 30 contains 12876 members 
Mstep: Class 31 contains 75385 members 
Mstep: Class 32 contains 81563 members 
Mstep: Class 33 contains 1521 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 103533 members 
Mstep: Class 37 contains 11534 members 
Mstep: Class 38 contains 29564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781216.000000 Penalty: 85314.296875
Iteration 278Q: 39 clusters Score -1.277812e+08 nChanged 1117
Entering ConstructFrom: 
Score: -127781216.000000 Penalty: 85314.296875
Entering ConstructFrom: 
Trying to split cluster 1 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -466838.000000 Penalty: 1337.468872
	Iteration 0F: 2 clusters Score -466838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -463645.750000 Penalty: 2674.937744
	Iteration 0F: 3 clusters Score -463645.8 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -464546.843750 Penalty: 2674.937744
	Iteration 1F: 3 clusters Score -464546.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -464927.000000 Penalty: 2674.937744
	Iteration 2F: 3 clusters Score -464927 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -465525.656250 Penalty: 2674.937744
	Iteration 3F: 3 clusters Score -465525.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -466062.500000 Penalty: 2674.937744
	Iteration 4F: 3 clusters Score -466062.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -466424.750000 Penalty: 2674.937744
	Iteration 5F: 3 clusters Score -466424.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -466619.125000 Penalty: 2674.937744
	Iteration 6Q: 3 clusters Score -466619.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -466725.875000 Penalty: 2674.937744
	Iteration 7Q: 3 clusters Score -466725.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -466780.843750 Penalty: 2674.937744
	Iteration 8Q: 3 clusters Score -466780.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -466812.406250 Penalty: 2674.937744
	Iteration 9Q: 3 clusters Score -466812.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -466836.281250 Penalty: 2674.937744
	Iteration 10Q: 3 clusters Score -466836.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -466856.468750 Penalty: 2674.937744
	Iteration 11Q: 3 clusters Score -466856.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -466875.156250 Penalty: 2674.937744
	Iteration 12Q: 3 clusters Score -466875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -466890.031250 Penalty: 2674.937744
	Iteration 13Q: 3 clusters Score -466890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -466908.781250 Penalty: 2674.937744
	Iteration 14Q: 3 clusters Score -466908.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -466928.093750 Penalty: 2674.937744
	Iteration 15Q: 3 clusters Score -466928.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -466939.687500 Penalty: 2674.937744
	Iteration 16Q: 3 clusters Score -466939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -466944.625000 Penalty: 2674.937744
	Iteration 17Q: 3 clusters Score -466944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -466947.218750 Penalty: 2674.937744
	Iteration 18Q: 3 clusters Score -466947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -466949.875000 Penalty: 2674.937744
	Iteration 19Q: 3 clusters Score -466949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -466952.250000 Penalty: 2674.937744
	Iteration 20F: 3 clusters Score -466952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -466955.531250 Penalty: 2674.937744
	Iteration 21Q: 3 clusters Score -466955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -466956.875000 Penalty: 2674.937744
	Iteration 22Q: 3 clusters Score -466956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -466958.312500 Penalty: 2674.937744
	Iteration 23Q: 3 clusters Score -466958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -466958.843750 Penalty: 2674.937744
	Iteration 24Q: 3 clusters Score -466958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -466960.375000 Penalty: 2674.937744
	Iteration 25Q: 3 clusters Score -466960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -466959.843750 Penalty: 2674.937744
	Iteration 26Q: 3 clusters Score -466959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -466961.687500 Penalty: 2674.937744
	Iteration 27Q: 3 clusters Score -466961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -466961.687500 Penalty: 2674.937744
	Iteration 28F: 3 clusters Score -466961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 50581 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15032 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65653 members 
Mstep: Class 10 contains 72570 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84782 members 
Mstep: Class 13 contains 28030 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 77876 members 
Mstep: Class 22 contains 37165 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78448 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69247 members 
Mstep: Class 30 contains 12872 members 
Mstep: Class 31 contains 75400 members 
Mstep: Class 32 contains 81559 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 103418 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 29312 members 
Mstep: Class 39 contains 1108 members 
Entering Unmasked Estep 
Score: -127780080.000000 Penalty: 87559.406250
Splitting cluster 1 changes total score from -127781216.000000 to -127780080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Entering Unmasked Estep 
Score: -6362289.500000 Penalty: 1760.091309
	Iteration 0F: 2 clusters Score -6362290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6328449.000000 Penalty: 3520.182617
	Iteration 0F: 3 clusters Score -6328449 nChanged 23655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -6341948.000000 Penalty: 3520.182617
	Iteration 1F: 3 clusters Score -6341948 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -6342823.000000 Penalty: 3520.182617
	Iteration 2Q: 3 clusters Score -6342823 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -6344109.000000 Penalty: 3520.182617
	Iteration 3F: 3 clusters Score -6344109 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -6346142.000000 Penalty: 3520.182617
	Iteration 4F: 3 clusters Score -6346142 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -6349565.000000 Penalty: 3520.182617
	Iteration 5F: 3 clusters Score -6349565 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -6353974.500000 Penalty: 3520.182617
	Iteration 6F: 3 clusters Score -6353974 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6357855.500000 Penalty: 3520.182617
	Iteration 7F: 3 clusters Score -6357856 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6359779.500000 Penalty: 3520.182617
	Iteration 8Q: 3 clusters Score -6359780 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6360356.000000 Penalty: 3520.182617
	Iteration 9Q: 3 clusters Score -6360356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6360547.000000 Penalty: 3520.182617
	Iteration 10Q: 3 clusters Score -6360547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6360621.500000 Penalty: 3520.182617
	Iteration 11Q: 3 clusters Score -6360622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6360661.500000 Penalty: 3520.182617
	Iteration 12Q: 3 clusters Score -6360662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6360690.000000 Penalty: 3520.182617
	Iteration 13Q: 3 clusters Score -6360690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6360707.000000 Penalty: 3520.182617
	Iteration 14Q: 3 clusters Score -6360707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6360715.000000 Penalty: 3520.182617
	Iteration 15Q: 3 clusters Score -6360715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6360720.500000 Penalty: 3520.182617
	Iteration 16Q: 3 clusters Score -6360720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6360718.500000 Penalty: 3520.182617
	Iteration 17Q: 3 clusters Score -6360718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6360723.500000 Penalty: 3520.182617
	Iteration 18Q: 3 clusters Score -6360724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6360730.000000 Penalty: 3520.182617
	Iteration 19Q: 3 clusters Score -6360730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6360730.000000 Penalty: 3520.182617
	Iteration 20F: 3 clusters Score -6360730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Entering Unmasked Estep 
Score: -1985453.750000 Penalty: 1571.176392
	Iteration 0F: 2 clusters Score -1985454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1974492.000000 Penalty: 3142.352783
	Iteration 0F: 3 clusters Score -1974492 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1978215.875000 Penalty: 3142.352783
	Iteration 1F: 3 clusters Score -1978216 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1978552.875000 Penalty: 3142.352783
	Iteration 2F: 3 clusters Score -1978553 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1978909.625000 Penalty: 3142.352783
	Iteration 3F: 3 clusters Score -1978910 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1979279.500000 Penalty: 3142.352783
	Iteration 4F: 3 clusters Score -1979280 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1979698.125000 Penalty: 3142.352783
	Iteration 5F: 3 clusters Score -1979698 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1980274.250000 Penalty: 3142.352783
	Iteration 6F: 3 clusters Score -1980274 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1981052.375000 Penalty: 3142.352783
	Iteration 7F: 3 clusters Score -1981052 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1982000.750000 Penalty: 3142.352783
	Iteration 8F: 3 clusters Score -1982001 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1982885.625000 Penalty: 3142.352783
	Iteration 9F: 3 clusters Score -1982886 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1983464.250000 Penalty: 3142.352783
	Iteration 10Q: 3 clusters Score -1983464 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1983745.750000 Penalty: 3142.352783
	Iteration 11Q: 3 clusters Score -1983746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1983888.375000 Penalty: 3142.352783
	Iteration 12Q: 3 clusters Score -1983888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1983959.750000 Penalty: 3142.352783
	Iteration 13Q: 3 clusters Score -1983960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1983992.000000 Penalty: 3142.352783
	Iteration 14Q: 3 clusters Score -1983992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1984009.375000 Penalty: 3142.352783
	Iteration 15Q: 3 clusters Score -1984009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1984024.875000 Penalty: 3142.352783
	Iteration 16Q: 3 clusters Score -1984025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1984038.750000 Penalty: 3142.352783
	Iteration 17Q: 3 clusters Score -1984039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1984050.625000 Penalty: 3142.352783
	Iteration 18Q: 3 clusters Score -1984051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1984057.625000 Penalty: 3142.352783
	Iteration 19Q: 3 clusters Score -1984058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1984062.625000 Penalty: 3142.352783
	Iteration 20F: 3 clusters Score -1984063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1984063.500000 Penalty: 3142.352783
	Iteration 21Q: 3 clusters Score -1984064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1984063.500000 Penalty: 3142.352783
	Iteration 22F: 3 clusters Score -1984064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -1129554.250000 Penalty: 1469.715698
	Iteration 0F: 2 clusters Score -1129554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1123379.500000 Penalty: 2939.431396
	Iteration 0F: 3 clusters Score -1123380 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1125327.125000 Penalty: 2939.431396
	Iteration 1F: 3 clusters Score -1125327 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1125537.250000 Penalty: 2939.431396
	Iteration 2F: 3 clusters Score -1125537 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1125708.875000 Penalty: 2939.431396
	Iteration 3Q: 3 clusters Score -1125709 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1125844.000000 Penalty: 2939.431396
	Iteration 4Q: 3 clusters Score -1125844 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1125960.875000 Penalty: 2939.431396
	Iteration 5Q: 3 clusters Score -1125961 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1126078.000000 Penalty: 2939.431396
	Iteration 6Q: 3 clusters Score -1126078 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1126202.625000 Penalty: 2939.431396
	Iteration 7Q: 3 clusters Score -1126203 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1126367.500000 Penalty: 2939.431396
	Iteration 8Q: 3 clusters Score -1126368 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1126571.625000 Penalty: 2939.431396
	Iteration 9Q: 3 clusters Score -1126572 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1126784.500000 Penalty: 2939.431396
	Iteration 10Q: 3 clusters Score -1126784 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1127020.375000 Penalty: 2939.431396
	Iteration 11Q: 3 clusters Score -1127020 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1127244.750000 Penalty: 2939.431396
	Iteration 12Q: 3 clusters Score -1127245 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1127429.250000 Penalty: 2939.431396
	Iteration 13Q: 3 clusters Score -1127429 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1127559.750000 Penalty: 2939.431396
	Iteration 14Q: 3 clusters Score -1127560 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1127641.375000 Penalty: 2939.431396
	Iteration 15Q: 3 clusters Score -1127641 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1127697.750000 Penalty: 2939.431396
	Iteration 16Q: 3 clusters Score -1127698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1127734.500000 Penalty: 2939.431396
	Iteration 17Q: 3 clusters Score -1127734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1127768.125000 Penalty: 2939.431396
	Iteration 18Q: 3 clusters Score -1127768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1127791.125000 Penalty: 2939.431396
	Iteration 19Q: 3 clusters Score -1127791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1127809.500000 Penalty: 2939.431396
	Iteration 20F: 3 clusters Score -1127810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1127827.250000 Penalty: 2939.431396
	Iteration 21Q: 3 clusters Score -1127827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1127832.500000 Penalty: 2939.431396
	Iteration 22Q: 3 clusters Score -1127832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1127840.000000 Penalty: 2939.431396
	Iteration 23Q: 3 clusters Score -1127840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1127845.750000 Penalty: 2939.431396
	Iteration 24Q: 3 clusters Score -1127846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1127850.375000 Penalty: 2939.431396
	Iteration 25Q: 3 clusters Score -1127850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1127855.375000 Penalty: 2939.431396
	Iteration 26Q: 3 clusters Score -1127855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1127859.000000 Penalty: 2939.431396
	Iteration 27Q: 3 clusters Score -1127859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1127867.875000 Penalty: 2939.431396
	Iteration 28Q: 3 clusters Score -1127868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1127869.750000 Penalty: 2939.431396
	Iteration 29Q: 3 clusters Score -1127870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1127871.500000 Penalty: 2939.431396
	Iteration 30Q: 3 clusters Score -1127872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1127876.125000 Penalty: 2939.431396
	Iteration 31Q: 3 clusters Score -1127876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1127877.500000 Penalty: 2939.431396
	Iteration 32Q: 3 clusters Score -1127878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1127876.875000 Penalty: 2939.431396
	Iteration 33Q: 3 clusters Score -1127877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1127878.750000 Penalty: 2939.431396
	Iteration 34Q: 3 clusters Score -1127879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1127878.500000 Penalty: 2939.431396
	Iteration 35Q: 3 clusters Score -1127878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1127884.125000 Penalty: 2939.431396
	Iteration 36Q: 3 clusters Score -1127884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1127881.500000 Penalty: 2939.431396
	Iteration 37Q: 3 clusters Score -1127882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1127884.750000 Penalty: 2939.431396
	Iteration 38Q: 3 clusters Score -1127885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1127888.125000 Penalty: 2939.431396
	Iteration 39Q: 3 clusters Score -1127888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1127888.125000 Penalty: 2939.431396
	Iteration 40F: 3 clusters Score -1127888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1127888.875000 Penalty: 2939.431396
	Iteration 41Q: 3 clusters Score -1127889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1127888.625000 Penalty: 2939.431396
	Iteration 42Q: 3 clusters Score -1127889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1127888.000000 Penalty: 2939.431396
	Iteration 43Q: 3 clusters Score -1127888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1127888.250000 Penalty: 2939.431396
	Iteration 44Q: 3 clusters Score -1127888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1127888.250000 Penalty: 2939.431396
	Iteration 45Q: 3 clusters Score -1127888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1127887.375000 Penalty: 2939.431396
	Iteration 46Q: 3 clusters Score -1127887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1127888.500000 Penalty: 2939.431396
	Iteration 47Q: 3 clusters Score -1127888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1127889.625000 Penalty: 2939.431396
	Iteration 48Q: 3 clusters Score -1127890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1127891.000000 Penalty: 2939.431396
	Iteration 49Q: 3 clusters Score -1127891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1127891.125000 Penalty: 2939.431396
	Iteration 50Q: 3 clusters Score -1127891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1127889.625000 Penalty: 2939.431396
	Iteration 51Q: 3 clusters Score -1127890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1127889.875000 Penalty: 2939.431396
	Iteration 52Q: 3 clusters Score -1127890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1127889.875000 Penalty: 2939.431396
	Iteration 53F: 3 clusters Score -1127890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -370810.375000 Penalty: 1297.087158
	Iteration 0F: 2 clusters Score -370810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -368164.218750 Penalty: 2594.174316
	Iteration 0F: 3 clusters Score -368164.2 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368825.500000 Penalty: 2594.174316
	Iteration 1F: 3 clusters Score -368825.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -368954.093750 Penalty: 2594.174316
	Iteration 2F: 3 clusters Score -368954.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -369019.187500 Penalty: 2594.174316
	Iteration 3Q: 3 clusters Score -369019.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -369057.218750 Penalty: 2594.174316
	Iteration 4Q: 3 clusters Score -369057.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -369080.250000 Penalty: 2594.174316
	Iteration 5Q: 3 clusters Score -369080.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -369104.687500 Penalty: 2594.174316
	Iteration 6Q: 3 clusters Score -369104.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -369134.187500 Penalty: 2594.174316
	Iteration 7Q: 3 clusters Score -369134.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -369165.000000 Penalty: 2594.174316
	Iteration 8Q: 3 clusters Score -369165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -369195.718750 Penalty: 2594.174316
	Iteration 9Q: 3 clusters Score -369195.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -369228.812500 Penalty: 2594.174316
	Iteration 10Q: 3 clusters Score -369228.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -369255.968750 Penalty: 2594.174316
	Iteration 11Q: 3 clusters Score -369256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -369286.937500 Penalty: 2594.174316
	Iteration 12Q: 3 clusters Score -369286.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -369306.031250 Penalty: 2594.174316
	Iteration 13Q: 3 clusters Score -369306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -369323.812500 Penalty: 2594.174316
	Iteration 14Q: 3 clusters Score -369323.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -369337.562500 Penalty: 2594.174316
	Iteration 15Q: 3 clusters Score -369337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -369352.281250 Penalty: 2594.174316
	Iteration 16Q: 3 clusters Score -369352.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -369368.968750 Penalty: 2594.174316
	Iteration 17Q: 3 clusters Score -369369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -369380.687500 Penalty: 2594.174316
	Iteration 18Q: 3 clusters Score -369380.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -369392.468750 Penalty: 2594.174316
	Iteration 19Q: 3 clusters Score -369392.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -369407.812500 Penalty: 2594.174316
	Iteration 20F: 3 clusters Score -369407.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -369419.312500 Penalty: 2594.174316
	Iteration 21Q: 3 clusters Score -369419.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -369426.750000 Penalty: 2594.174316
	Iteration 22Q: 3 clusters Score -369426.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -369441.531250 Penalty: 2594.174316
	Iteration 23Q: 3 clusters Score -369441.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -369456.468750 Penalty: 2594.174316
	Iteration 24Q: 3 clusters Score -369456.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -369472.031250 Penalty: 2594.174316
	Iteration 25Q: 3 clusters Score -369472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -369486.031250 Penalty: 2594.174316
	Iteration 26Q: 3 clusters Score -369486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -369498.093750 Penalty: 2594.174316
	Iteration 27Q: 3 clusters Score -369498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -369505.156250 Penalty: 2594.174316
	Iteration 28Q: 3 clusters Score -369505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -369512.843750 Penalty: 2594.174316
	Iteration 29Q: 3 clusters Score -369512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -369521.312500 Penalty: 2594.174316
	Iteration 30Q: 3 clusters Score -369521.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -369528.843750 Penalty: 2594.174316
	Iteration 31Q: 3 clusters Score -369528.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -369537.156250 Penalty: 2594.174316
	Iteration 32Q: 3 clusters Score -369537.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -369544.562500 Penalty: 2594.174316
	Iteration 33Q: 3 clusters Score -369544.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -369550.656250 Penalty: 2594.174316
	Iteration 34Q: 3 clusters Score -369550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -369555.312500 Penalty: 2594.174316
	Iteration 35Q: 3 clusters Score -369555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -369559.062500 Penalty: 2594.174316
	Iteration 36Q: 3 clusters Score -369559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -369562.718750 Penalty: 2594.174316
	Iteration 37Q: 3 clusters Score -369562.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -369566.687500 Penalty: 2594.174316
	Iteration 38Q: 3 clusters Score -369566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -369571.437500 Penalty: 2594.174316
	Iteration 39Q: 3 clusters Score -369571.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -369576.156250 Penalty: 2594.174316
	Iteration 40F: 3 clusters Score -369576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -369582.656250 Penalty: 2594.174316
	Iteration 41Q: 3 clusters Score -369582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -369586.031250 Penalty: 2594.174316
	Iteration 42Q: 3 clusters Score -369586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -369587.250000 Penalty: 2594.174316
	Iteration 43Q: 3 clusters Score -369587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -369587.968750 Penalty: 2594.174316
	Iteration 44Q: 3 clusters Score -369588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -369590.625000 Penalty: 2594.174316
	Iteration 45Q: 3 clusters Score -369590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -369594.375000 Penalty: 2594.174316
	Iteration 46Q: 3 clusters Score -369594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -369600.468750 Penalty: 2594.174316
	Iteration 47Q: 3 clusters Score -369600.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -369605.906250 Penalty: 2594.174316
	Iteration 48Q: 3 clusters Score -369605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -369608.625000 Penalty: 2594.174316
	Iteration 49Q: 3 clusters Score -369608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -369613.031250 Penalty: 2594.174316
	Iteration 50Q: 3 clusters Score -369613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -369614.000000 Penalty: 2594.174316
	Iteration 51Q: 3 clusters Score -369614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -369616.500000 Penalty: 2594.174316
	Iteration 52Q: 3 clusters Score -369616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -369618.843750 Penalty: 2594.174316
	Iteration 53Q: 3 clusters Score -369618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -369620.843750 Penalty: 2594.174316
	Iteration 54Q: 3 clusters Score -369620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -369621.906250 Penalty: 2594.174316
	Iteration 55Q: 3 clusters Score -369621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -369624.593750 Penalty: 2594.174316
	Iteration 56Q: 3 clusters Score -369624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -369627.718750 Penalty: 2594.174316
	Iteration 57Q: 3 clusters Score -369627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -369629.937500 Penalty: 2594.174316
	Iteration 58Q: 3 clusters Score -369629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -369631.250000 Penalty: 2594.174316
	Iteration 59Q: 3 clusters Score -369631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -369631.812500 Penalty: 2594.174316
	Iteration 60F: 3 clusters Score -369631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -369632.000000 Penalty: 2594.174316
	Iteration 61Q: 3 clusters Score -369632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -369632.843750 Penalty: 2594.174316
	Iteration 62Q: 3 clusters Score -369632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -369632.843750 Penalty: 2594.174316
	Iteration 63F: 3 clusters Score -369632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Entering Unmasked Estep 
Score: -1952394.125000 Penalty: 1562.914673
	Iteration 0F: 2 clusters Score -1952394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1942038.500000 Penalty: 3125.829346
	Iteration 0F: 3 clusters Score -1942038 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1945615.375000 Penalty: 3125.829346
	Iteration 1F: 3 clusters Score -1945615 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1945836.000000 Penalty: 3125.829346
	Iteration 2Q: 3 clusters Score -1945836 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1946008.375000 Penalty: 3125.829346
	Iteration 3Q: 3 clusters Score -1946008 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1946163.375000 Penalty: 3125.829346
	Iteration 4Q: 3 clusters Score -1946163 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1946345.875000 Penalty: 3125.829346
	Iteration 5Q: 3 clusters Score -1946346 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1946591.375000 Penalty: 3125.829346
	Iteration 6Q: 3 clusters Score -1946591 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1946884.750000 Penalty: 3125.829346
	Iteration 7Q: 3 clusters Score -1946885 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1947263.750000 Penalty: 3125.829346
	Iteration 8Q: 3 clusters Score -1947264 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1947699.000000 Penalty: 3125.829346
	Iteration 9F: 3 clusters Score -1947699 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1948178.000000 Penalty: 3125.829346
	Iteration 10F: 3 clusters Score -1948178 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1948655.250000 Penalty: 3125.829346
	Iteration 11Q: 3 clusters Score -1948655 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1949134.375000 Penalty: 3125.829346
	Iteration 12Q: 3 clusters Score -1949134 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1949585.375000 Penalty: 3125.829346
	Iteration 13Q: 3 clusters Score -1949585 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1949990.625000 Penalty: 3125.829346
	Iteration 14Q: 3 clusters Score -1949991 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1950294.625000 Penalty: 3125.829346
	Iteration 15Q: 3 clusters Score -1950295 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1950482.625000 Penalty: 3125.829346
	Iteration 16Q: 3 clusters Score -1950483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1950608.375000 Penalty: 3125.829346
	Iteration 17Q: 3 clusters Score -1950608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1950690.625000 Penalty: 3125.829346
	Iteration 18Q: 3 clusters Score -1950691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1950748.750000 Penalty: 3125.829346
	Iteration 19Q: 3 clusters Score -1950749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1950794.125000 Penalty: 3125.829346
	Iteration 20F: 3 clusters Score -1950794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1950834.000000 Penalty: 3125.829346
	Iteration 21Q: 3 clusters Score -1950834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1950861.250000 Penalty: 3125.829346
	Iteration 22Q: 3 clusters Score -1950861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1950884.000000 Penalty: 3125.829346
	Iteration 23Q: 3 clusters Score -1950884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1950896.375000 Penalty: 3125.829346
	Iteration 24Q: 3 clusters Score -1950896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1950905.125000 Penalty: 3125.829346
	Iteration 25Q: 3 clusters Score -1950905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1950921.625000 Penalty: 3125.829346
	Iteration 26Q: 3 clusters Score -1950922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1950931.000000 Penalty: 3125.829346
	Iteration 27Q: 3 clusters Score -1950931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1950930.250000 Penalty: 3125.829346
	Iteration 28Q: 3 clusters Score -1950930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1950939.250000 Penalty: 3125.829346
	Iteration 29Q: 3 clusters Score -1950939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1950949.000000 Penalty: 3125.829346
	Iteration 30Q: 3 clusters Score -1950949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1950955.000000 Penalty: 3125.829346
	Iteration 31Q: 3 clusters Score -1950955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1950960.250000 Penalty: 3125.829346
	Iteration 32Q: 3 clusters Score -1950960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1950965.500000 Penalty: 3125.829346
	Iteration 33Q: 3 clusters Score -1950966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1950968.000000 Penalty: 3125.829346
	Iteration 34Q: 3 clusters Score -1950968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1950972.125000 Penalty: 3125.829346
	Iteration 35Q: 3 clusters Score -1950972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1950977.125000 Penalty: 3125.829346
	Iteration 36Q: 3 clusters Score -1950977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1950979.000000 Penalty: 3125.829346
	Iteration 37Q: 3 clusters Score -1950979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1950987.625000 Penalty: 3125.829346
	Iteration 38Q: 3 clusters Score -1950988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1950994.500000 Penalty: 3125.829346
	Iteration 39Q: 3 clusters Score -1950994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1950995.125000 Penalty: 3125.829346
	Iteration 40F: 3 clusters Score -1950995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1950995.500000 Penalty: 3125.829346
	Iteration 41Q: 3 clusters Score -1950996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1950996.875000 Penalty: 3125.829346
	Iteration 42Q: 3 clusters Score -1950997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1951004.000000 Penalty: 3125.829346
	Iteration 43Q: 3 clusters Score -1951004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1951001.500000 Penalty: 3125.829346
	Iteration 44Q: 3 clusters Score -1951002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1951003.875000 Penalty: 3125.829346
	Iteration 45Q: 3 clusters Score -1951004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1951005.750000 Penalty: 3125.829346
	Iteration 46Q: 3 clusters Score -1951006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1951007.750000 Penalty: 3125.829346
	Iteration 47Q: 3 clusters Score -1951008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1951007.875000 Penalty: 3125.829346
	Iteration 48Q: 3 clusters Score -1951008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1951006.875000 Penalty: 3125.829346
	Iteration 49Q: 3 clusters Score -1951007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1951006.875000 Penalty: 3125.829346
	Iteration 50F: 3 clusters Score -1951007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -311698.093750 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -311698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -309320.812500 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -309320.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -309863.093750 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -309863.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -309978.312500 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -309978.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -310061.218750 Penalty: 2537.308594
	Iteration 3Q: 3 clusters Score -310061.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -310116.375000 Penalty: 2537.308594
	Iteration 4Q: 3 clusters Score -310116.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -310169.375000 Penalty: 2537.308594
	Iteration 5Q: 3 clusters Score -310169.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -310233.687500 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -310233.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -310314.781250 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -310314.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -310385.500000 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -310385.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -310443.531250 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -310443.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -310494.187500 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -310494.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -310532.375000 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -310532.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -310566.500000 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -310566.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -310596.781250 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -310596.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -310630.875000 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -310630.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -310667.625000 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -310667.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -310711.250000 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -310711.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -310752.406250 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -310752.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -310784.656250 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -310784.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -310803.562500 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -310803.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -310822.437500 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -310822.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -310840.093750 Penalty: 2537.308594
	Iteration 21Q: 3 clusters Score -310840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -310856.187500 Penalty: 2537.308594
	Iteration 22Q: 3 clusters Score -310856.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -310870.000000 Penalty: 2537.308594
	Iteration 23Q: 3 clusters Score -310870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -310877.625000 Penalty: 2537.308594
	Iteration 24Q: 3 clusters Score -310877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -310883.656250 Penalty: 2537.308594
	Iteration 25Q: 3 clusters Score -310883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -310890.343750 Penalty: 2537.308594
	Iteration 26Q: 3 clusters Score -310890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -310903.031250 Penalty: 2537.308594
	Iteration 27Q: 3 clusters Score -310903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -310911.531250 Penalty: 2537.308594
	Iteration 28Q: 3 clusters Score -310911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -310919.937500 Penalty: 2537.308594
	Iteration 29Q: 3 clusters Score -310919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -310927.031250 Penalty: 2537.308594
	Iteration 30Q: 3 clusters Score -310927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -310931.906250 Penalty: 2537.308594
	Iteration 31Q: 3 clusters Score -310931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -310940.218750 Penalty: 2537.308594
	Iteration 32Q: 3 clusters Score -310940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -310945.156250 Penalty: 2537.308594
	Iteration 33Q: 3 clusters Score -310945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -310953.750000 Penalty: 2537.308594
	Iteration 34Q: 3 clusters Score -310953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -310962.531250 Penalty: 2537.308594
	Iteration 35Q: 3 clusters Score -310962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -310966.093750 Penalty: 2537.308594
	Iteration 36Q: 3 clusters Score -310966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -310969.000000 Penalty: 2537.308594
	Iteration 37Q: 3 clusters Score -310969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -310970.281250 Penalty: 2537.308594
	Iteration 38Q: 3 clusters Score -310970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -310972.437500 Penalty: 2537.308594
	Iteration 39Q: 3 clusters Score -310972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -310972.000000 Penalty: 2537.308594
	Iteration 40F: 3 clusters Score -310972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8623.695312 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8623.695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8700.725586 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8700.726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8729.874023 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8729.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8729.874023 Penalty: 1576.909790
	Iteration 3F: 3 clusters Score -8729.874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (65653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Entering Unmasked Estep 
Score: -8388106.000000 Penalty: 1802.472412
	Iteration 0F: 2 clusters Score -8388106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -8344349.500000 Penalty: 3604.944824
	Iteration 0F: 3 clusters Score -8344350 nChanged 30993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -8362379.000000 Penalty: 3604.944824
	Iteration 1F: 3 clusters Score -8362379 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -8363495.000000 Penalty: 3604.944824
	Iteration 2Q: 3 clusters Score -8363495 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -8364947.500000 Penalty: 3604.944824
	Iteration 3Q: 3 clusters Score -8364948 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -8366702.500000 Penalty: 3604.944824
	Iteration 4F: 3 clusters Score -8366702 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -8368773.500000 Penalty: 3604.944824
	Iteration 5F: 3 clusters Score -8368774 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -8370959.000000 Penalty: 3604.944824
	Iteration 6F: 3 clusters Score -8370959 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -8372972.000000 Penalty: 3604.944824
	Iteration 7F: 3 clusters Score -8372972 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8374616.500000 Penalty: 3604.944824
	Iteration 8Q: 3 clusters Score -8374616 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8376200.500000 Penalty: 3604.944824
	Iteration 9Q: 3 clusters Score -8376200 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -8377351.500000 Penalty: 3604.944824
	Iteration 10Q: 3 clusters Score -8377352 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -8378453.500000 Penalty: 3604.944824
	Iteration 11Q: 3 clusters Score -8378454 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -8379383.000000 Penalty: 3604.944824
	Iteration 12Q: 3 clusters Score -8379383 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -8380166.000000 Penalty: 3604.944824
	Iteration 13Q: 3 clusters Score -8380166 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -8380859.500000 Penalty: 3604.944824
	Iteration 14Q: 3 clusters Score -8380860 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -8381461.000000 Penalty: 3604.944824
	Iteration 15Q: 3 clusters Score -8381461 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8382057.000000 Penalty: 3604.944824
	Iteration 16Q: 3 clusters Score -8382057 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -8382646.000000 Penalty: 3604.944824
	Iteration 17Q: 3 clusters Score -8382646 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -8383226.500000 Penalty: 3604.944824
	Iteration 18Q: 3 clusters Score -8383226 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -8383783.000000 Penalty: 3604.944824
	Iteration 19Q: 3 clusters Score -8383783 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -8384321.000000 Penalty: 3604.944824
	Iteration 20F: 3 clusters Score -8384321 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -8384741.500000 Penalty: 3604.944824
	Iteration 21Q: 3 clusters Score -8384742 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -8385192.500000 Penalty: 3604.944824
	Iteration 22Q: 3 clusters Score -8385192 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -8385569.000000 Penalty: 3604.944824
	Iteration 23Q: 3 clusters Score -8385569 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -8385866.000000 Penalty: 3604.944824
	Iteration 24Q: 3 clusters Score -8385866 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -8386124.500000 Penalty: 3604.944824
	Iteration 25Q: 3 clusters Score -8386124 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -8386315.000000 Penalty: 3604.944824
	Iteration 26Q: 3 clusters Score -8386315 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -8386437.000000 Penalty: 3604.944824
	Iteration 27Q: 3 clusters Score -8386437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -8386523.000000 Penalty: 3604.944824
	Iteration 28Q: 3 clusters Score -8386523 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -8386605.000000 Penalty: 3604.944824
	Iteration 29Q: 3 clusters Score -8386605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -8386663.500000 Penalty: 3604.944824
	Iteration 30Q: 3 clusters Score -8386664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -8386699.000000 Penalty: 3604.944824
	Iteration 31Q: 3 clusters Score -8386699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -8386725.000000 Penalty: 3604.944824
	Iteration 32Q: 3 clusters Score -8386725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -8386743.000000 Penalty: 3604.944824
	Iteration 33Q: 3 clusters Score -8386743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -8386765.000000 Penalty: 3604.944824
	Iteration 34Q: 3 clusters Score -8386765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -8386764.000000 Penalty: 3604.944824
	Iteration 35Q: 3 clusters Score -8386764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -8386765.000000 Penalty: 3604.944824
	Iteration 36Q: 3 clusters Score -8386765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -8386773.000000 Penalty: 3604.944824
	Iteration 37Q: 3 clusters Score -8386773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -8386773.000000 Penalty: 3604.944824
	Iteration 38Q: 3 clusters Score -8386773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -8386776.000000 Penalty: 3604.944824
	Iteration 39Q: 3 clusters Score -8386776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -8386780.500000 Penalty: 3604.944824
	Iteration 40F: 3 clusters Score -8386780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -8386788.000000 Penalty: 3604.944824
	Iteration 41Q: 3 clusters Score -8386788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -8386786.000000 Penalty: 3604.944824
	Iteration 42Q: 3 clusters Score -8386786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -8386797.000000 Penalty: 3604.944824
	Iteration 43Q: 3 clusters Score -8386797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -8386794.500000 Penalty: 3604.944824
	Iteration 44Q: 3 clusters Score -8386794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -8386799.500000 Penalty: 3604.944824
	Iteration 45Q: 3 clusters Score -8386800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -8386809.000000 Penalty: 3604.944824
	Iteration 46Q: 3 clusters Score -8386809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -8386813.500000 Penalty: 3604.944824
	Iteration 47Q: 3 clusters Score -8386814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -8386817.500000 Penalty: 3604.944824
	Iteration 48Q: 3 clusters Score -8386818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -8386816.000000 Penalty: 3604.944824
	Iteration 49Q: 3 clusters Score -8386816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -8386821.000000 Penalty: 3604.944824
	Iteration 50Q: 3 clusters Score -8386821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -8386827.000000 Penalty: 3604.944824
	Iteration 51Q: 3 clusters Score -8386827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -8386829.000000 Penalty: 3604.944824
	Iteration 52Q: 3 clusters Score -8386829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -8386828.000000 Penalty: 3604.944824
	Iteration 53Q: 3 clusters Score -8386828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -8386828.000000 Penalty: 3604.944824
	Iteration 54F: 3 clusters Score -8386828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Entering Unmasked Estep 
Score: -9639103.000000 Penalty: 1818.749756
	Iteration 0F: 2 clusters Score -9639103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -9592280.000000 Penalty: 3637.499512
	Iteration 0F: 3 clusters Score -9592280 nChanged 34365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -9611528.000000 Penalty: 3637.499512
	Iteration 1F: 3 clusters Score -9611528 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -9611994.000000 Penalty: 3637.499512
	Iteration 2Q: 3 clusters Score -9611994 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -9612530.000000 Penalty: 3637.499512
	Iteration 3Q: 3 clusters Score -9612530 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -9613280.000000 Penalty: 3637.499512
	Iteration 4Q: 3 clusters Score -9613280 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -9614392.000000 Penalty: 3637.499512
	Iteration 5Q: 3 clusters Score -9614392 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -9616194.000000 Penalty: 3637.499512
	Iteration 6F: 3 clusters Score -9616194 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -9619140.000000 Penalty: 3637.499512
	Iteration 7F: 3 clusters Score -9619140 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -9623156.000000 Penalty: 3637.499512
	Iteration 8F: 3 clusters Score -9623156 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -9627856.000000 Penalty: 3637.499512
	Iteration 9F: 3 clusters Score -9627856 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -9631904.000000 Penalty: 3637.499512
	Iteration 10F: 3 clusters Score -9631904 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -9634338.000000 Penalty: 3637.499512
	Iteration 11Q: 3 clusters Score -9634338 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -9635747.000000 Penalty: 3637.499512
	Iteration 12Q: 3 clusters Score -9635747 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9636512.000000 Penalty: 3637.499512
	Iteration 13Q: 3 clusters Score -9636512 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9636919.000000 Penalty: 3637.499512
	Iteration 14Q: 3 clusters Score -9636919 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9637153.000000 Penalty: 3637.499512
	Iteration 15Q: 3 clusters Score -9637153 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9637312.000000 Penalty: 3637.499512
	Iteration 16Q: 3 clusters Score -9637312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9637414.000000 Penalty: 3637.499512
	Iteration 17Q: 3 clusters Score -9637414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9637476.000000 Penalty: 3637.499512
	Iteration 18Q: 3 clusters Score -9637476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9637510.000000 Penalty: 3637.499512
	Iteration 19Q: 3 clusters Score -9637510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9637542.000000 Penalty: 3637.499512
	Iteration 20F: 3 clusters Score -9637542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9637546.000000 Penalty: 3637.499512
	Iteration 21Q: 3 clusters Score -9637546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9637567.000000 Penalty: 3637.499512
	Iteration 22Q: 3 clusters Score -9637567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9637565.000000 Penalty: 3637.499512
	Iteration 23Q: 3 clusters Score -9637565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9637561.000000 Penalty: 3637.499512
	Iteration 24Q: 3 clusters Score -9637561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9637568.000000 Penalty: 3637.499512
	Iteration 25Q: 3 clusters Score -9637568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9637570.000000 Penalty: 3637.499512
	Iteration 26Q: 3 clusters Score -9637570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9637577.000000 Penalty: 3637.499512
	Iteration 27Q: 3 clusters Score -9637577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9637588.000000 Penalty: 3637.499512
	Iteration 28Q: 3 clusters Score -9637588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9637597.000000 Penalty: 3637.499512
	Iteration 29Q: 3 clusters Score -9637597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9637598.000000 Penalty: 3637.499512
	Iteration 30Q: 3 clusters Score -9637598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9637602.000000 Penalty: 3637.499512
	Iteration 31Q: 3 clusters Score -9637602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9637601.000000 Penalty: 3637.499512
	Iteration 32Q: 3 clusters Score -9637601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9637608.000000 Penalty: 3637.499512
	Iteration 33Q: 3 clusters Score -9637608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9637603.000000 Penalty: 3637.499512
	Iteration 34Q: 3 clusters Score -9637603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9637609.000000 Penalty: 3637.499512
	Iteration 35Q: 3 clusters Score -9637609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9637618.000000 Penalty: 3637.499512
	Iteration 36Q: 3 clusters Score -9637618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9637615.000000 Penalty: 3637.499512
	Iteration 37Q: 3 clusters Score -9637615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9637615.000000 Penalty: 3637.499512
	Iteration 38F: 3 clusters Score -9637615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Entering Unmasked Estep 
Score: -1042927.250000 Penalty: 1466.244995
	Iteration 0F: 2 clusters Score -1042927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1036880.625000 Penalty: 2932.489990
	Iteration 0F: 3 clusters Score -1036881 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1038866.875000 Penalty: 2932.489990
	Iteration 1F: 3 clusters Score -1038867 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1039160.125000 Penalty: 2932.489990
	Iteration 2F: 3 clusters Score -1039160 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1039362.937500 Penalty: 2932.489990
	Iteration 3F: 3 clusters Score -1039363 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1039530.937500 Penalty: 2932.489990
	Iteration 4Q: 3 clusters Score -1039531 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1039679.500000 Penalty: 2932.489990
	Iteration 5Q: 3 clusters Score -1039680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1039820.687500 Penalty: 2932.489990
	Iteration 6Q: 3 clusters Score -1039821 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1039921.375000 Penalty: 2932.489990
	Iteration 7Q: 3 clusters Score -1039921 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1040007.937500 Penalty: 2932.489990
	Iteration 8Q: 3 clusters Score -1040008 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1040084.375000 Penalty: 2932.489990
	Iteration 9Q: 3 clusters Score -1040084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1040140.687500 Penalty: 2932.489990
	Iteration 10Q: 3 clusters Score -1040141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1040200.625000 Penalty: 2932.489990
	Iteration 11Q: 3 clusters Score -1040201 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1040267.312500 Penalty: 2932.489990
	Iteration 12Q: 3 clusters Score -1040267 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1040335.625000 Penalty: 2932.489990
	Iteration 13Q: 3 clusters Score -1040336 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1040413.750000 Penalty: 2932.489990
	Iteration 14Q: 3 clusters Score -1040414 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1040516.250000 Penalty: 2932.489990
	Iteration 15Q: 3 clusters Score -1040516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1040644.062500 Penalty: 2932.489990
	Iteration 16Q: 3 clusters Score -1040644 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1040816.437500 Penalty: 2932.489990
	Iteration 17Q: 3 clusters Score -1040816 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1041021.687500 Penalty: 2932.489990
	Iteration 18Q: 3 clusters Score -1041022 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1041162.250000 Penalty: 2932.489990
	Iteration 19Q: 3 clusters Score -1041162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1041262.250000 Penalty: 2932.489990
	Iteration 20F: 3 clusters Score -1041262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1041336.250000 Penalty: 2932.489990
	Iteration 21Q: 3 clusters Score -1041336 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1041390.312500 Penalty: 2932.489990
	Iteration 22Q: 3 clusters Score -1041390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1041432.812500 Penalty: 2932.489990
	Iteration 23Q: 3 clusters Score -1041433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1041468.125000 Penalty: 2932.489990
	Iteration 24Q: 3 clusters Score -1041468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1041493.750000 Penalty: 2932.489990
	Iteration 25Q: 3 clusters Score -1041494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1041515.437500 Penalty: 2932.489990
	Iteration 26Q: 3 clusters Score -1041515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1041539.250000 Penalty: 2932.489990
	Iteration 27Q: 3 clusters Score -1041539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1041555.812500 Penalty: 2932.489990
	Iteration 28Q: 3 clusters Score -1041556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1041575.250000 Penalty: 2932.489990
	Iteration 29Q: 3 clusters Score -1041575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1041592.812500 Penalty: 2932.489990
	Iteration 30Q: 3 clusters Score -1041593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1041609.625000 Penalty: 2932.489990
	Iteration 31Q: 3 clusters Score -1041610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1041625.062500 Penalty: 2932.489990
	Iteration 32Q: 3 clusters Score -1041625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1041637.562500 Penalty: 2932.489990
	Iteration 33Q: 3 clusters Score -1041638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1041649.437500 Penalty: 2932.489990
	Iteration 34Q: 3 clusters Score -1041649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1041658.562500 Penalty: 2932.489990
	Iteration 35Q: 3 clusters Score -1041659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1041668.312500 Penalty: 2932.489990
	Iteration 36Q: 3 clusters Score -1041668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1041680.812500 Penalty: 2932.489990
	Iteration 37Q: 3 clusters Score -1041681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1041689.000000 Penalty: 2932.489990
	Iteration 38Q: 3 clusters Score -1041689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1041696.000000 Penalty: 2932.489990
	Iteration 39Q: 3 clusters Score -1041696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1041703.500000 Penalty: 2932.489990
	Iteration 40F: 3 clusters Score -1041704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1041709.875000 Penalty: 2932.489990
	Iteration 41Q: 3 clusters Score -1041710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1041714.000000 Penalty: 2932.489990
	Iteration 42Q: 3 clusters Score -1041714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1041715.812500 Penalty: 2932.489990
	Iteration 43Q: 3 clusters Score -1041716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1041716.875000 Penalty: 2932.489990
	Iteration 44Q: 3 clusters Score -1041717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1041722.625000 Penalty: 2932.489990
	Iteration 45Q: 3 clusters Score -1041723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1041727.000000 Penalty: 2932.489990
	Iteration 46Q: 3 clusters Score -1041727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1041730.875000 Penalty: 2932.489990
	Iteration 47Q: 3 clusters Score -1041731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1041730.875000 Penalty: 2932.489990
	Iteration 48Q: 3 clusters Score -1041731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1041732.625000 Penalty: 2932.489990
	Iteration 49Q: 3 clusters Score -1041733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1041736.687500 Penalty: 2932.489990
	Iteration 50Q: 3 clusters Score -1041737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1041740.000000 Penalty: 2932.489990
	Iteration 51Q: 3 clusters Score -1041740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1041742.125000 Penalty: 2932.489990
	Iteration 52Q: 3 clusters Score -1041742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1041749.062500 Penalty: 2932.489990
	Iteration 53Q: 3 clusters Score -1041749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1041751.937500 Penalty: 2932.489990
	Iteration 54Q: 3 clusters Score -1041752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1041757.812500 Penalty: 2932.489990
	Iteration 55Q: 3 clusters Score -1041758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1041761.625000 Penalty: 2932.489990
	Iteration 56Q: 3 clusters Score -1041762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1041768.500000 Penalty: 2932.489990
	Iteration 57Q: 3 clusters Score -1041768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1041776.875000 Penalty: 2932.489990
	Iteration 58Q: 3 clusters Score -1041777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1041781.562500 Penalty: 2932.489990
	Iteration 59Q: 3 clusters Score -1041782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1041785.562500 Penalty: 2932.489990
	Iteration 60F: 3 clusters Score -1041786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1041791.500000 Penalty: 2932.489990
	Iteration 61Q: 3 clusters Score -1041792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1041797.750000 Penalty: 2932.489990
	Iteration 62Q: 3 clusters Score -1041798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1041800.562500 Penalty: 2932.489990
	Iteration 63Q: 3 clusters Score -1041801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1041803.437500 Penalty: 2932.489990
	Iteration 64Q: 3 clusters Score -1041803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1041805.125000 Penalty: 2932.489990
	Iteration 65Q: 3 clusters Score -1041805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1041806.437500 Penalty: 2932.489990
	Iteration 66Q: 3 clusters Score -1041806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1041808.750000 Penalty: 2932.489990
	Iteration 67Q: 3 clusters Score -1041809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1041810.437500 Penalty: 2932.489990
	Iteration 68Q: 3 clusters Score -1041810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1041813.750000 Penalty: 2932.489990
	Iteration 69Q: 3 clusters Score -1041814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1041816.062500 Penalty: 2932.489990
	Iteration 70Q: 3 clusters Score -1041816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1041820.500000 Penalty: 2932.489990
	Iteration 71Q: 3 clusters Score -1041820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1041820.625000 Penalty: 2932.489990
	Iteration 72Q: 3 clusters Score -1041821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1041825.312500 Penalty: 2932.489990
	Iteration 73Q: 3 clusters Score -1041825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1041834.187500 Penalty: 2932.489990
	Iteration 74Q: 3 clusters Score -1041834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1041848.625000 Penalty: 2932.489990
	Iteration 75Q: 3 clusters Score -1041849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1041860.750000 Penalty: 2932.489990
	Iteration 76Q: 3 clusters Score -1041861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1041881.812500 Penalty: 2932.489990
	Iteration 77Q: 3 clusters Score -1041882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1041912.812500 Penalty: 2932.489990
	Iteration 78Q: 3 clusters Score -1041913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1041949.937500 Penalty: 2932.489990
	Iteration 79Q: 3 clusters Score -1041950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1041968.062500 Penalty: 2932.489990
	Iteration 80F: 3 clusters Score -1041968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1041983.625000 Penalty: 2932.489990
	Iteration 81Q: 3 clusters Score -1041984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1041996.312500 Penalty: 2932.489990
	Iteration 82Q: 3 clusters Score -1041996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1042007.000000 Penalty: 2932.489990
	Iteration 83Q: 3 clusters Score -1042007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1042012.937500 Penalty: 2932.489990
	Iteration 84Q: 3 clusters Score -1042013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1042014.437500 Penalty: 2932.489990
	Iteration 85Q: 3 clusters Score -1042014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1042016.312500 Penalty: 2932.489990
	Iteration 86Q: 3 clusters Score -1042016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1042016.687500 Penalty: 2932.489990
	Iteration 87Q: 3 clusters Score -1042017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1042019.437500 Penalty: 2932.489990
	Iteration 88Q: 3 clusters Score -1042019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1042021.625000 Penalty: 2932.489990
	Iteration 89Q: 3 clusters Score -1042022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1042024.187500 Penalty: 2932.489990
	Iteration 90Q: 3 clusters Score -1042024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1042024.562500 Penalty: 2932.489990
	Iteration 91Q: 3 clusters Score -1042025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1042025.312500 Penalty: 2932.489990
	Iteration 92Q: 3 clusters Score -1042025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1042025.312500 Penalty: 2932.489990
	Iteration 93F: 3 clusters Score -1042025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Entering Unmasked Estep 
Score: -11182748.000000 Penalty: 1844.023682
	Iteration 0F: 2 clusters Score -1.118275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -11129314.000000 Penalty: 3688.047363
	Iteration 0F: 3 clusters Score -1.112931e+07 nChanged 40412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -11152573.000000 Penalty: 3688.047363
	Iteration 1F: 3 clusters Score -1.115257e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -11153963.000000 Penalty: 3688.047363
	Iteration 2Q: 3 clusters Score -1.115396e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -11156255.000000 Penalty: 3688.047363
	Iteration 3F: 3 clusters Score -1.115626e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -11160154.000000 Penalty: 3688.047363
	Iteration 4F: 3 clusters Score -1.116015e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -11165847.000000 Penalty: 3688.047363
	Iteration 5F: 3 clusters Score -1.116585e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -11172257.000000 Penalty: 3688.047363
	Iteration 6F: 3 clusters Score -1.117226e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -11177132.000000 Penalty: 3688.047363
	Iteration 7F: 3 clusters Score -1.117713e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -11179672.000000 Penalty: 3688.047363
	Iteration 8Q: 3 clusters Score -1.117967e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -11180593.000000 Penalty: 3688.047363
	Iteration 9Q: 3 clusters Score -1.118059e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -11180882.000000 Penalty: 3688.047363
	Iteration 10Q: 3 clusters Score -1.118088e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -11180952.000000 Penalty: 3688.047363
	Iteration 11Q: 3 clusters Score -1.118095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -11180987.000000 Penalty: 3688.047363
	Iteration 12Q: 3 clusters Score -1.118099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -11181004.000000 Penalty: 3688.047363
	Iteration 13Q: 3 clusters Score -1.1181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 84632 members 
Entering Unmasked Estep 
Score: -11181021.000000 Penalty: 3688.047363
	Iteration 14Q: 3 clusters Score -1.118102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -11181045.000000 Penalty: 3688.047363
	Iteration 15Q: 3 clusters Score -1.118104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -11181062.000000 Penalty: 3688.047363
	Iteration 16Q: 3 clusters Score -1.118106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -11181077.000000 Penalty: 3688.047363
	Iteration 17Q: 3 clusters Score -1.118108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -11181072.000000 Penalty: 3688.047363
	Iteration 18Q: 3 clusters Score -1.118107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -11181072.000000 Penalty: 3688.047363
	Iteration 19F: 3 clusters Score -1.118107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Entering Unmasked Estep 
Score: -3558749.500000 Penalty: 1664.167480
	Iteration 0F: 2 clusters Score -3558750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3539681.250000 Penalty: 3328.334961
	Iteration 0F: 3 clusters Score -3539681 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3547043.750000 Penalty: 3328.334961
	Iteration 1F: 3 clusters Score -3547044 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3547612.500000 Penalty: 3328.334961
	Iteration 2Q: 3 clusters Score -3547612 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3548273.500000 Penalty: 3328.334961
	Iteration 3F: 3 clusters Score -3548274 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3549124.000000 Penalty: 3328.334961
	Iteration 4F: 3 clusters Score -3549124 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3550069.500000 Penalty: 3328.334961
	Iteration 5F: 3 clusters Score -3550070 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3551052.500000 Penalty: 3328.334961
	Iteration 6F: 3 clusters Score -3551052 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3552010.500000 Penalty: 3328.334961
	Iteration 7F: 3 clusters Score -3552010 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3552802.250000 Penalty: 3328.334961
	Iteration 8F: 3 clusters Score -3552802 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3553391.000000 Penalty: 3328.334961
	Iteration 9Q: 3 clusters Score -3553391 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3553962.500000 Penalty: 3328.334961
	Iteration 10Q: 3 clusters Score -3553962 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3554370.000000 Penalty: 3328.334961
	Iteration 11Q: 3 clusters Score -3554370 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3554664.250000 Penalty: 3328.334961
	Iteration 12Q: 3 clusters Score -3554664 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3554870.000000 Penalty: 3328.334961
	Iteration 13Q: 3 clusters Score -3554870 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3554998.000000 Penalty: 3328.334961
	Iteration 14Q: 3 clusters Score -3554998 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3555076.750000 Penalty: 3328.334961
	Iteration 15Q: 3 clusters Score -3555077 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3555148.750000 Penalty: 3328.334961
	Iteration 16Q: 3 clusters Score -3555149 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3555226.000000 Penalty: 3328.334961
	Iteration 17Q: 3 clusters Score -3555226 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3555288.500000 Penalty: 3328.334961
	Iteration 18Q: 3 clusters Score -3555288 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3555337.250000 Penalty: 3328.334961
	Iteration 19Q: 3 clusters Score -3555337 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3555382.750000 Penalty: 3328.334961
	Iteration 20F: 3 clusters Score -3555383 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3555438.000000 Penalty: 3328.334961
	Iteration 21Q: 3 clusters Score -3555438 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3555504.750000 Penalty: 3328.334961
	Iteration 22Q: 3 clusters Score -3555505 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3555549.750000 Penalty: 3328.334961
	Iteration 23Q: 3 clusters Score -3555550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3555602.250000 Penalty: 3328.334961
	Iteration 24Q: 3 clusters Score -3555602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3555659.750000 Penalty: 3328.334961
	Iteration 25Q: 3 clusters Score -3555660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3555729.500000 Penalty: 3328.334961
	Iteration 26Q: 3 clusters Score -3555730 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3555805.750000 Penalty: 3328.334961
	Iteration 27Q: 3 clusters Score -3555806 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3555885.250000 Penalty: 3328.334961
	Iteration 28Q: 3 clusters Score -3555885 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3555991.000000 Penalty: 3328.334961
	Iteration 29Q: 3 clusters Score -3555991 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3556101.500000 Penalty: 3328.334961
	Iteration 30Q: 3 clusters Score -3556102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3556264.750000 Penalty: 3328.334961
	Iteration 31Q: 3 clusters Score -3556265 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3556416.750000 Penalty: 3328.334961
	Iteration 32Q: 3 clusters Score -3556417 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3556594.000000 Penalty: 3328.334961
	Iteration 33Q: 3 clusters Score -3556594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3556767.750000 Penalty: 3328.334961
	Iteration 34Q: 3 clusters Score -3556768 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3556924.250000 Penalty: 3328.334961
	Iteration 35Q: 3 clusters Score -3556924 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3557040.000000 Penalty: 3328.334961
	Iteration 36Q: 3 clusters Score -3557040 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3557107.000000 Penalty: 3328.334961
	Iteration 37Q: 3 clusters Score -3557107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3557166.500000 Penalty: 3328.334961
	Iteration 38Q: 3 clusters Score -3557166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3557203.000000 Penalty: 3328.334961
	Iteration 39Q: 3 clusters Score -3557203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3557242.250000 Penalty: 3328.334961
	Iteration 40F: 3 clusters Score -3557242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3557265.750000 Penalty: 3328.334961
	Iteration 41Q: 3 clusters Score -3557266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3557286.750000 Penalty: 3328.334961
	Iteration 42Q: 3 clusters Score -3557287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3557313.250000 Penalty: 3328.334961
	Iteration 43Q: 3 clusters Score -3557313 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3557338.750000 Penalty: 3328.334961
	Iteration 44Q: 3 clusters Score -3557339 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3557360.500000 Penalty: 3328.334961
	Iteration 45Q: 3 clusters Score -3557360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3557382.500000 Penalty: 3328.334961
	Iteration 46Q: 3 clusters Score -3557382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3557403.000000 Penalty: 3328.334961
	Iteration 47Q: 3 clusters Score -3557403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3557434.500000 Penalty: 3328.334961
	Iteration 48Q: 3 clusters Score -3557434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3557446.000000 Penalty: 3328.334961
	Iteration 49Q: 3 clusters Score -3557446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3557480.750000 Penalty: 3328.334961
	Iteration 50Q: 3 clusters Score -3557481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3557497.750000 Penalty: 3328.334961
	Iteration 51Q: 3 clusters Score -3557498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3557517.250000 Penalty: 3328.334961
	Iteration 52Q: 3 clusters Score -3557517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3557524.000000 Penalty: 3328.334961
	Iteration 53Q: 3 clusters Score -3557524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3557532.500000 Penalty: 3328.334961
	Iteration 54Q: 3 clusters Score -3557532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3557541.000000 Penalty: 3328.334961
	Iteration 55Q: 3 clusters Score -3557541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3557561.750000 Penalty: 3328.334961
	Iteration 56Q: 3 clusters Score -3557562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3557580.250000 Penalty: 3328.334961
	Iteration 57Q: 3 clusters Score -3557580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3557583.250000 Penalty: 3328.334961
	Iteration 58Q: 3 clusters Score -3557583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3557590.000000 Penalty: 3328.334961
	Iteration 59Q: 3 clusters Score -3557590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3557605.250000 Penalty: 3328.334961
	Iteration 60F: 3 clusters Score -3557605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3557613.500000 Penalty: 3328.334961
	Iteration 61Q: 3 clusters Score -3557614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3557619.750000 Penalty: 3328.334961
	Iteration 62Q: 3 clusters Score -3557620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3557618.500000 Penalty: 3328.334961
	Iteration 63Q: 3 clusters Score -3557618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3557627.250000 Penalty: 3328.334961
	Iteration 64Q: 3 clusters Score -3557627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3557645.500000 Penalty: 3328.334961
	Iteration 65Q: 3 clusters Score -3557646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3557650.000000 Penalty: 3328.334961
	Iteration 66Q: 3 clusters Score -3557650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3557657.250000 Penalty: 3328.334961
	Iteration 67Q: 3 clusters Score -3557657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3557661.000000 Penalty: 3328.334961
	Iteration 68Q: 3 clusters Score -3557661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3557671.000000 Penalty: 3328.334961
	Iteration 69Q: 3 clusters Score -3557671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3557668.000000 Penalty: 3328.334961
	Iteration 70Q: 3 clusters Score -3557668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3557667.750000 Penalty: 3328.334961
	Iteration 71Q: 3 clusters Score -3557668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3557668.250000 Penalty: 3328.334961
	Iteration 72Q: 3 clusters Score -3557668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3557674.500000 Penalty: 3328.334961
	Iteration 73Q: 3 clusters Score -3557674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3557673.750000 Penalty: 3328.334961
	Iteration 74Q: 3 clusters Score -3557674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3557676.250000 Penalty: 3328.334961
	Iteration 75Q: 3 clusters Score -3557676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3557677.500000 Penalty: 3328.334961
	Iteration 76Q: 3 clusters Score -3557678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3557680.000000 Penalty: 3328.334961
	Iteration 77Q: 3 clusters Score -3557680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3557679.250000 Penalty: 3328.334961
	Iteration 78Q: 3 clusters Score -3557679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3557683.750000 Penalty: 3328.334961
	Iteration 79Q: 3 clusters Score -3557684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3557683.500000 Penalty: 3328.334961
	Iteration 80F: 3 clusters Score -3557684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3557687.750000 Penalty: 3328.334961
	Iteration 81Q: 3 clusters Score -3557688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3557686.500000 Penalty: 3328.334961
	Iteration 82Q: 3 clusters Score -3557686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3557686.500000 Penalty: 3328.334961
	Iteration 83Q: 3 clusters Score -3557686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3557683.500000 Penalty: 3328.334961
	Iteration 84Q: 3 clusters Score -3557684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3557685.750000 Penalty: 3328.334961
	Iteration 85Q: 3 clusters Score -3557686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3557687.750000 Penalty: 3328.334961
	Iteration 86Q: 3 clusters Score -3557688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3557685.750000 Penalty: 3328.334961
	Iteration 87Q: 3 clusters Score -3557686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3557687.250000 Penalty: 3328.334961
	Iteration 88Q: 3 clusters Score -3557687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3557687.250000 Penalty: 3328.334961
	Iteration 89F: 3 clusters Score -3557687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -644456.312500 Penalty: 1395.705322
	Iteration 0F: 2 clusters Score -644456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -640288.187500 Penalty: 2791.410645
	Iteration 0F: 3 clusters Score -640288.2 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -641653.625000 Penalty: 2791.410645
	Iteration 1F: 3 clusters Score -641653.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -641999.875000 Penalty: 2791.410645
	Iteration 2F: 3 clusters Score -641999.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -642297.062500 Penalty: 2791.410645
	Iteration 3F: 3 clusters Score -642297.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -642570.937500 Penalty: 2791.410645
	Iteration 4F: 3 clusters Score -642570.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -642804.062500 Penalty: 2791.410645
	Iteration 5F: 3 clusters Score -642804.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -642981.062500 Penalty: 2791.410645
	Iteration 6Q: 3 clusters Score -642981.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -643137.500000 Penalty: 2791.410645
	Iteration 7Q: 3 clusters Score -643137.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -643254.000000 Penalty: 2791.410645
	Iteration 8Q: 3 clusters Score -643254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -643362.375000 Penalty: 2791.410645
	Iteration 9Q: 3 clusters Score -643362.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -643434.125000 Penalty: 2791.410645
	Iteration 10Q: 3 clusters Score -643434.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -643494.250000 Penalty: 2791.410645
	Iteration 11Q: 3 clusters Score -643494.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -643530.937500 Penalty: 2791.410645
	Iteration 12Q: 3 clusters Score -643530.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -643558.750000 Penalty: 2791.410645
	Iteration 13Q: 3 clusters Score -643558.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -643581.062500 Penalty: 2791.410645
	Iteration 14Q: 3 clusters Score -643581.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -643600.562500 Penalty: 2791.410645
	Iteration 15Q: 3 clusters Score -643600.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -643613.125000 Penalty: 2791.410645
	Iteration 16Q: 3 clusters Score -643613.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -643628.625000 Penalty: 2791.410645
	Iteration 17Q: 3 clusters Score -643628.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -643637.000000 Penalty: 2791.410645
	Iteration 18Q: 3 clusters Score -643637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -643642.875000 Penalty: 2791.410645
	Iteration 19Q: 3 clusters Score -643642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -643648.312500 Penalty: 2791.410645
	Iteration 20F: 3 clusters Score -643648.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -643654.812500 Penalty: 2791.410645
	Iteration 21Q: 3 clusters Score -643654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -643657.500000 Penalty: 2791.410645
	Iteration 22Q: 3 clusters Score -643657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -643660.687500 Penalty: 2791.410645
	Iteration 23Q: 3 clusters Score -643660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -643664.125000 Penalty: 2791.410645
	Iteration 24Q: 3 clusters Score -643664.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -643671.500000 Penalty: 2791.410645
	Iteration 25Q: 3 clusters Score -643671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -643675.625000 Penalty: 2791.410645
	Iteration 26Q: 3 clusters Score -643675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -643680.375000 Penalty: 2791.410645
	Iteration 27Q: 3 clusters Score -643680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -643687.000000 Penalty: 2791.410645
	Iteration 28Q: 3 clusters Score -643687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -643691.812500 Penalty: 2791.410645
	Iteration 29Q: 3 clusters Score -643691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -643696.187500 Penalty: 2791.410645
	Iteration 30Q: 3 clusters Score -643696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -643698.187500 Penalty: 2791.410645
	Iteration 31Q: 3 clusters Score -643698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -643702.187500 Penalty: 2791.410645
	Iteration 32Q: 3 clusters Score -643702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -643704.375000 Penalty: 2791.410645
	Iteration 33Q: 3 clusters Score -643704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -643705.562500 Penalty: 2791.410645
	Iteration 34Q: 3 clusters Score -643705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -643705.562500 Penalty: 2791.410645
	Iteration 35F: 3 clusters Score -643705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1352656.375000 Penalty: 1501.357422
	Iteration 0F: 2 clusters Score -1352656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1345331.375000 Penalty: 3002.714844
	Iteration 0F: 3 clusters Score -1345331 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1347788.625000 Penalty: 3002.714844
	Iteration 1F: 3 clusters Score -1347789 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1348012.500000 Penalty: 3002.714844
	Iteration 2F: 3 clusters Score -1348012 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1348176.375000 Penalty: 3002.714844
	Iteration 3Q: 3 clusters Score -1348176 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1348328.000000 Penalty: 3002.714844
	Iteration 4Q: 3 clusters Score -1348328 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1348467.250000 Penalty: 3002.714844
	Iteration 5Q: 3 clusters Score -1348467 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1348609.250000 Penalty: 3002.714844
	Iteration 6Q: 3 clusters Score -1348609 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1348761.750000 Penalty: 3002.714844
	Iteration 7Q: 3 clusters Score -1348762 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1348924.125000 Penalty: 3002.714844
	Iteration 8Q: 3 clusters Score -1348924 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1349080.875000 Penalty: 3002.714844
	Iteration 9Q: 3 clusters Score -1349081 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1349244.625000 Penalty: 3002.714844
	Iteration 10Q: 3 clusters Score -1349245 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1349393.500000 Penalty: 3002.714844
	Iteration 11Q: 3 clusters Score -1349394 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1349556.875000 Penalty: 3002.714844
	Iteration 12Q: 3 clusters Score -1349557 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1349714.625000 Penalty: 3002.714844
	Iteration 13Q: 3 clusters Score -1349715 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1349857.125000 Penalty: 3002.714844
	Iteration 14Q: 3 clusters Score -1349857 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1349975.750000 Penalty: 3002.714844
	Iteration 15Q: 3 clusters Score -1349976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1350070.750000 Penalty: 3002.714844
	Iteration 16Q: 3 clusters Score -1350071 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1350152.250000 Penalty: 3002.714844
	Iteration 17Q: 3 clusters Score -1350152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1350202.000000 Penalty: 3002.714844
	Iteration 18Q: 3 clusters Score -1350202 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1350249.000000 Penalty: 3002.714844
	Iteration 19Q: 3 clusters Score -1350249 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1350282.875000 Penalty: 3002.714844
	Iteration 20F: 3 clusters Score -1350283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1350310.750000 Penalty: 3002.714844
	Iteration 21Q: 3 clusters Score -1350311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1350330.625000 Penalty: 3002.714844
	Iteration 22Q: 3 clusters Score -1350331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1350346.625000 Penalty: 3002.714844
	Iteration 23Q: 3 clusters Score -1350347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1350356.875000 Penalty: 3002.714844
	Iteration 24Q: 3 clusters Score -1350357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1350369.375000 Penalty: 3002.714844
	Iteration 25Q: 3 clusters Score -1350369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1350373.500000 Penalty: 3002.714844
	Iteration 26Q: 3 clusters Score -1350374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1350385.125000 Penalty: 3002.714844
	Iteration 27Q: 3 clusters Score -1350385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1350387.750000 Penalty: 3002.714844
	Iteration 28Q: 3 clusters Score -1350388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1350396.125000 Penalty: 3002.714844
	Iteration 29Q: 3 clusters Score -1350396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1350403.000000 Penalty: 3002.714844
	Iteration 30Q: 3 clusters Score -1350403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1350403.750000 Penalty: 3002.714844
	Iteration 31Q: 3 clusters Score -1350404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1350410.125000 Penalty: 3002.714844
	Iteration 32Q: 3 clusters Score -1350410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1350419.375000 Penalty: 3002.714844
	Iteration 33Q: 3 clusters Score -1350419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1350425.250000 Penalty: 3002.714844
	Iteration 34Q: 3 clusters Score -1350425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1350430.375000 Penalty: 3002.714844
	Iteration 35Q: 3 clusters Score -1350430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1350442.625000 Penalty: 3002.714844
	Iteration 36Q: 3 clusters Score -1350443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1350444.500000 Penalty: 3002.714844
	Iteration 37Q: 3 clusters Score -1350444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1350449.000000 Penalty: 3002.714844
	Iteration 38Q: 3 clusters Score -1350449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1350450.000000 Penalty: 3002.714844
	Iteration 39Q: 3 clusters Score -1350450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1350452.000000 Penalty: 3002.714844
	Iteration 40F: 3 clusters Score -1350452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1350455.625000 Penalty: 3002.714844
	Iteration 41Q: 3 clusters Score -1350456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1350459.125000 Penalty: 3002.714844
	Iteration 42Q: 3 clusters Score -1350459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1350460.250000 Penalty: 3002.714844
	Iteration 43Q: 3 clusters Score -1350460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1350461.250000 Penalty: 3002.714844
	Iteration 44Q: 3 clusters Score -1350461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1350464.500000 Penalty: 3002.714844
	Iteration 45Q: 3 clusters Score -1350464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1350469.875000 Penalty: 3002.714844
	Iteration 46Q: 3 clusters Score -1350470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1350470.875000 Penalty: 3002.714844
	Iteration 47Q: 3 clusters Score -1350471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1350471.375000 Penalty: 3002.714844
	Iteration 48Q: 3 clusters Score -1350471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1350470.625000 Penalty: 3002.714844
	Iteration 49Q: 3 clusters Score -1350471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1350474.500000 Penalty: 3002.714844
	Iteration 50Q: 3 clusters Score -1350474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1350473.625000 Penalty: 3002.714844
	Iteration 51Q: 3 clusters Score -1350474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1350472.250000 Penalty: 3002.714844
	Iteration 52Q: 3 clusters Score -1350472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1350469.875000 Penalty: 3002.714844
	Iteration 53Q: 3 clusters Score -1350470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1350472.250000 Penalty: 3002.714844
	Iteration 54Q: 3 clusters Score -1350472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1350474.500000 Penalty: 3002.714844
	Iteration 55Q: 3 clusters Score -1350474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1350474.875000 Penalty: 3002.714844
	Iteration 56Q: 3 clusters Score -1350475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1350476.000000 Penalty: 3002.714844
	Iteration 57Q: 3 clusters Score -1350476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1350475.250000 Penalty: 3002.714844
	Iteration 58Q: 3 clusters Score -1350475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1350475.750000 Penalty: 3002.714844
	Iteration 59Q: 3 clusters Score -1350476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1350474.875000 Penalty: 3002.714844
	Iteration 60F: 3 clusters Score -1350475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -636107.187500 Penalty: 1390.260986
	Iteration 0F: 2 clusters Score -636107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -631926.937500 Penalty: 2780.521973
	Iteration 0F: 3 clusters Score -631926.9 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -633085.437500 Penalty: 2780.521973
	Iteration 1F: 3 clusters Score -633085.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -633302.750000 Penalty: 2780.521973
	Iteration 2F: 3 clusters Score -633302.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -633475.000000 Penalty: 2780.521973
	Iteration 3F: 3 clusters Score -633475 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -633625.187500 Penalty: 2780.521973
	Iteration 4F: 3 clusters Score -633625.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -633782.750000 Penalty: 2780.521973
	Iteration 5Q: 3 clusters Score -633782.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -633954.500000 Penalty: 2780.521973
	Iteration 6Q: 3 clusters Score -633954.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -634104.125000 Penalty: 2780.521973
	Iteration 7Q: 3 clusters Score -634104.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -634242.000000 Penalty: 2780.521973
	Iteration 8Q: 3 clusters Score -634242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -634366.437500 Penalty: 2780.521973
	Iteration 9Q: 3 clusters Score -634366.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -634475.187500 Penalty: 2780.521973
	Iteration 10Q: 3 clusters Score -634475.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -634563.187500 Penalty: 2780.521973
	Iteration 11Q: 3 clusters Score -634563.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -634636.750000 Penalty: 2780.521973
	Iteration 12Q: 3 clusters Score -634636.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -634689.312500 Penalty: 2780.521973
	Iteration 13Q: 3 clusters Score -634689.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -634736.062500 Penalty: 2780.521973
	Iteration 14Q: 3 clusters Score -634736.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -634771.500000 Penalty: 2780.521973
	Iteration 15Q: 3 clusters Score -634771.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -634801.812500 Penalty: 2780.521973
	Iteration 16Q: 3 clusters Score -634801.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -634829.312500 Penalty: 2780.521973
	Iteration 17Q: 3 clusters Score -634829.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -634847.500000 Penalty: 2780.521973
	Iteration 18Q: 3 clusters Score -634847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -634861.562500 Penalty: 2780.521973
	Iteration 19Q: 3 clusters Score -634861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -634874.937500 Penalty: 2780.521973
	Iteration 20F: 3 clusters Score -634874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -634883.312500 Penalty: 2780.521973
	Iteration 21Q: 3 clusters Score -634883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -634888.187500 Penalty: 2780.521973
	Iteration 22Q: 3 clusters Score -634888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -634892.812500 Penalty: 2780.521973
	Iteration 23Q: 3 clusters Score -634892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -634898.437500 Penalty: 2780.521973
	Iteration 24Q: 3 clusters Score -634898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -634901.000000 Penalty: 2780.521973
	Iteration 25Q: 3 clusters Score -634901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -634909.187500 Penalty: 2780.521973
	Iteration 26Q: 3 clusters Score -634909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -634914.562500 Penalty: 2780.521973
	Iteration 27Q: 3 clusters Score -634914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -634921.500000 Penalty: 2780.521973
	Iteration 28Q: 3 clusters Score -634921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -634930.312500 Penalty: 2780.521973
	Iteration 29Q: 3 clusters Score -634930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -634934.312500 Penalty: 2780.521973
	Iteration 30Q: 3 clusters Score -634934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -634935.187500 Penalty: 2780.521973
	Iteration 31Q: 3 clusters Score -634935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -634936.812500 Penalty: 2780.521973
	Iteration 32Q: 3 clusters Score -634936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -634939.125000 Penalty: 2780.521973
	Iteration 33Q: 3 clusters Score -634939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -634940.187500 Penalty: 2780.521973
	Iteration 34Q: 3 clusters Score -634940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -634939.562500 Penalty: 2780.521973
	Iteration 35Q: 3 clusters Score -634939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -634939.562500 Penalty: 2780.521973
	Iteration 36F: 3 clusters Score -634939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -653711.875000 Penalty: 1383.457886
	Iteration 0F: 2 clusters Score -653711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -649738.437500 Penalty: 2766.915771
	Iteration 0F: 3 clusters Score -649738.4 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -650796.062500 Penalty: 2766.915771
	Iteration 1F: 3 clusters Score -650796.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -650948.187500 Penalty: 2766.915771
	Iteration 2F: 3 clusters Score -650948.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -651029.250000 Penalty: 2766.915771
	Iteration 3Q: 3 clusters Score -651029.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -651086.625000 Penalty: 2766.915771
	Iteration 4Q: 3 clusters Score -651086.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -651133.625000 Penalty: 2766.915771
	Iteration 5Q: 3 clusters Score -651133.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -651171.687500 Penalty: 2766.915771
	Iteration 6Q: 3 clusters Score -651171.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -651199.937500 Penalty: 2766.915771
	Iteration 7Q: 3 clusters Score -651199.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -651225.250000 Penalty: 2766.915771
	Iteration 8Q: 3 clusters Score -651225.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -651249.437500 Penalty: 2766.915771
	Iteration 9Q: 3 clusters Score -651249.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -651269.687500 Penalty: 2766.915771
	Iteration 10Q: 3 clusters Score -651269.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -651293.875000 Penalty: 2766.915771
	Iteration 11Q: 3 clusters Score -651293.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -651314.500000 Penalty: 2766.915771
	Iteration 12Q: 3 clusters Score -651314.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -651337.375000 Penalty: 2766.915771
	Iteration 13Q: 3 clusters Score -651337.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -651357.812500 Penalty: 2766.915771
	Iteration 14Q: 3 clusters Score -651357.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -651375.187500 Penalty: 2766.915771
	Iteration 15Q: 3 clusters Score -651375.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -651394.250000 Penalty: 2766.915771
	Iteration 16Q: 3 clusters Score -651394.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -651414.250000 Penalty: 2766.915771
	Iteration 17Q: 3 clusters Score -651414.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -651433.500000 Penalty: 2766.915771
	Iteration 18Q: 3 clusters Score -651433.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -651461.375000 Penalty: 2766.915771
	Iteration 19Q: 3 clusters Score -651461.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -651491.125000 Penalty: 2766.915771
	Iteration 20F: 3 clusters Score -651491.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -651522.750000 Penalty: 2766.915771
	Iteration 21Q: 3 clusters Score -651522.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -651558.375000 Penalty: 2766.915771
	Iteration 22Q: 3 clusters Score -651558.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -651595.500000 Penalty: 2766.915771
	Iteration 23Q: 3 clusters Score -651595.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -651642.562500 Penalty: 2766.915771
	Iteration 24Q: 3 clusters Score -651642.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -651700.000000 Penalty: 2766.915771
	Iteration 25Q: 3 clusters Score -651700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -651776.625000 Penalty: 2766.915771
	Iteration 26Q: 3 clusters Score -651776.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -651861.750000 Penalty: 2766.915771
	Iteration 27Q: 3 clusters Score -651861.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -651960.187500 Penalty: 2766.915771
	Iteration 28Q: 3 clusters Score -651960.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -652047.187500 Penalty: 2766.915771
	Iteration 29Q: 3 clusters Score -652047.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -652128.000000 Penalty: 2766.915771
	Iteration 30Q: 3 clusters Score -652128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -652204.125000 Penalty: 2766.915771
	Iteration 31Q: 3 clusters Score -652204.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -652267.437500 Penalty: 2766.915771
	Iteration 32Q: 3 clusters Score -652267.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -652321.875000 Penalty: 2766.915771
	Iteration 33Q: 3 clusters Score -652321.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -652360.500000 Penalty: 2766.915771
	Iteration 34Q: 3 clusters Score -652360.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -652384.437500 Penalty: 2766.915771
	Iteration 35Q: 3 clusters Score -652384.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -652400.125000 Penalty: 2766.915771
	Iteration 36Q: 3 clusters Score -652400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -652417.125000 Penalty: 2766.915771
	Iteration 37Q: 3 clusters Score -652417.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -652433.312500 Penalty: 2766.915771
	Iteration 38Q: 3 clusters Score -652433.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -652448.562500 Penalty: 2766.915771
	Iteration 39Q: 3 clusters Score -652448.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -652462.750000 Penalty: 2766.915771
	Iteration 40F: 3 clusters Score -652462.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -652475.562500 Penalty: 2766.915771
	Iteration 41Q: 3 clusters Score -652475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -652490.437500 Penalty: 2766.915771
	Iteration 42Q: 3 clusters Score -652490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -652507.437500 Penalty: 2766.915771
	Iteration 43Q: 3 clusters Score -652507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -652517.812500 Penalty: 2766.915771
	Iteration 44Q: 3 clusters Score -652517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -652525.812500 Penalty: 2766.915771
	Iteration 45Q: 3 clusters Score -652525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -652530.937500 Penalty: 2766.915771
	Iteration 46Q: 3 clusters Score -652530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -652539.187500 Penalty: 2766.915771
	Iteration 47Q: 3 clusters Score -652539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -652543.875000 Penalty: 2766.915771
	Iteration 48Q: 3 clusters Score -652543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -652545.375000 Penalty: 2766.915771
	Iteration 49Q: 3 clusters Score -652545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -652546.750000 Penalty: 2766.915771
	Iteration 50Q: 3 clusters Score -652546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -652546.875000 Penalty: 2766.915771
	Iteration 51Q: 3 clusters Score -652546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -652547.562500 Penalty: 2766.915771
	Iteration 52Q: 3 clusters Score -652547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -652548.437500 Penalty: 2766.915771
	Iteration 53Q: 3 clusters Score -652548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -652548.437500 Penalty: 2766.915771
	Iteration 54F: 3 clusters Score -652548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -615766.062500 Penalty: 1377.681030
	Iteration 0F: 2 clusters Score -615766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -611909.250000 Penalty: 2755.362061
	Iteration 0F: 3 clusters Score -611909.2 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -612925.375000 Penalty: 2755.362061
	Iteration 1F: 3 clusters Score -612925.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -613101.875000 Penalty: 2755.362061
	Iteration 2F: 3 clusters Score -613101.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -613239.875000 Penalty: 2755.362061
	Iteration 3F: 3 clusters Score -613239.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -613367.937500 Penalty: 2755.362061
	Iteration 4Q: 3 clusters Score -613367.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -613465.500000 Penalty: 2755.362061
	Iteration 5Q: 3 clusters Score -613465.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -613574.375000 Penalty: 2755.362061
	Iteration 6Q: 3 clusters Score -613574.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -613696.250000 Penalty: 2755.362061
	Iteration 7Q: 3 clusters Score -613696.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -613839.875000 Penalty: 2755.362061
	Iteration 8Q: 3 clusters Score -613839.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -613981.062500 Penalty: 2755.362061
	Iteration 9Q: 3 clusters Score -613981.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -614108.375000 Penalty: 2755.362061
	Iteration 10Q: 3 clusters Score -614108.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -614214.000000 Penalty: 2755.362061
	Iteration 11Q: 3 clusters Score -614214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -614298.750000 Penalty: 2755.362061
	Iteration 12Q: 3 clusters Score -614298.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -614354.437500 Penalty: 2755.362061
	Iteration 13Q: 3 clusters Score -614354.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -614396.812500 Penalty: 2755.362061
	Iteration 14Q: 3 clusters Score -614396.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -614421.312500 Penalty: 2755.362061
	Iteration 15Q: 3 clusters Score -614421.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -614443.125000 Penalty: 2755.362061
	Iteration 16Q: 3 clusters Score -614443.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -614467.562500 Penalty: 2755.362061
	Iteration 17Q: 3 clusters Score -614467.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -614486.687500 Penalty: 2755.362061
	Iteration 18Q: 3 clusters Score -614486.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -614499.937500 Penalty: 2755.362061
	Iteration 19Q: 3 clusters Score -614499.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -614510.250000 Penalty: 2755.362061
	Iteration 20F: 3 clusters Score -614510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -614514.562500 Penalty: 2755.362061
	Iteration 21Q: 3 clusters Score -614514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -614517.062500 Penalty: 2755.362061
	Iteration 22Q: 3 clusters Score -614517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -614520.000000 Penalty: 2755.362061
	Iteration 23Q: 3 clusters Score -614520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -614523.375000 Penalty: 2755.362061
	Iteration 24Q: 3 clusters Score -614523.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -614528.437500 Penalty: 2755.362061
	Iteration 25Q: 3 clusters Score -614528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -614530.937500 Penalty: 2755.362061
	Iteration 26Q: 3 clusters Score -614530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -614530.000000 Penalty: 2755.362061
	Iteration 27Q: 3 clusters Score -614530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -614530.375000 Penalty: 2755.362061
	Iteration 28Q: 3 clusters Score -614530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -614531.875000 Penalty: 2755.362061
	Iteration 29Q: 3 clusters Score -614531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -614532.750000 Penalty: 2755.362061
	Iteration 30Q: 3 clusters Score -614532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -614533.437500 Penalty: 2755.362061
	Iteration 31Q: 3 clusters Score -614533.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -614538.750000 Penalty: 2755.362061
	Iteration 32Q: 3 clusters Score -614538.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -614544.750000 Penalty: 2755.362061
	Iteration 33Q: 3 clusters Score -614544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -614547.375000 Penalty: 2755.362061
	Iteration 34Q: 3 clusters Score -614547.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -614551.687500 Penalty: 2755.362061
	Iteration 35Q: 3 clusters Score -614551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -614553.187500 Penalty: 2755.362061
	Iteration 36Q: 3 clusters Score -614553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -614554.937500 Penalty: 2755.362061
	Iteration 37Q: 3 clusters Score -614554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -614554.937500 Penalty: 2755.362061
	Iteration 38Q: 3 clusters Score -614554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -614555.562500 Penalty: 2755.362061
	Iteration 39Q: 3 clusters Score -614555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -614555.562500 Penalty: 2755.362061
	Iteration 40F: 3 clusters Score -614555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7565.758789 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7565.759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7690.035156 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7690.035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -428855.656250 Penalty: 1312.332642
	Iteration 0F: 2 clusters Score -428855.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -425984.281250 Penalty: 2624.665283
	Iteration 0F: 3 clusters Score -425984.3 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -426659.218750 Penalty: 2624.665283
	Iteration 1F: 3 clusters Score -426659.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -426798.968750 Penalty: 2624.665283
	Iteration 2F: 3 clusters Score -426799 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -426871.375000 Penalty: 2624.665283
	Iteration 3Q: 3 clusters Score -426871.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -426919.843750 Penalty: 2624.665283
	Iteration 4Q: 3 clusters Score -426919.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -426945.625000 Penalty: 2624.665283
	Iteration 5Q: 3 clusters Score -426945.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -426962.125000 Penalty: 2624.665283
	Iteration 6Q: 3 clusters Score -426962.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -426976.593750 Penalty: 2624.665283
	Iteration 7Q: 3 clusters Score -426976.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -426989.312500 Penalty: 2624.665283
	Iteration 8Q: 3 clusters Score -426989.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -426996.843750 Penalty: 2624.665283
	Iteration 9Q: 3 clusters Score -426996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -427005.406250 Penalty: 2624.665283
	Iteration 10Q: 3 clusters Score -427005.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -427014.093750 Penalty: 2624.665283
	Iteration 11Q: 3 clusters Score -427014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -427020.093750 Penalty: 2624.665283
	Iteration 12Q: 3 clusters Score -427020.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -427026.218750 Penalty: 2624.665283
	Iteration 13Q: 3 clusters Score -427026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -427031.531250 Penalty: 2624.665283
	Iteration 14Q: 3 clusters Score -427031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -427034.343750 Penalty: 2624.665283
	Iteration 15Q: 3 clusters Score -427034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -427037.250000 Penalty: 2624.665283
	Iteration 16Q: 3 clusters Score -427037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -427038.687500 Penalty: 2624.665283
	Iteration 17Q: 3 clusters Score -427038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -427041.562500 Penalty: 2624.665283
	Iteration 18Q: 3 clusters Score -427041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -427042.093750 Penalty: 2624.665283
	Iteration 19Q: 3 clusters Score -427042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -427043.593750 Penalty: 2624.665283
	Iteration 20F: 3 clusters Score -427043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -427044.031250 Penalty: 2624.665283
	Iteration 21Q: 3 clusters Score -427044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -427043.406250 Penalty: 2624.665283
	Iteration 22Q: 3 clusters Score -427043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -427044.875000 Penalty: 2624.665283
	Iteration 23Q: 3 clusters Score -427044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -427044.906250 Penalty: 2624.665283
	Iteration 24Q: 3 clusters Score -427044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -427044.906250 Penalty: 2624.665283
	Iteration 25F: 3 clusters Score -427044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Entering Unmasked Estep 
Score: -10358861.000000 Penalty: 1830.216797
	Iteration 0F: 2 clusters Score -1.035886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -10310158.000000 Penalty: 3660.433594
	Iteration 0F: 3 clusters Score -1.031016e+07 nChanged 37051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -10331214.000000 Penalty: 3660.433594
	Iteration 1F: 3 clusters Score -1.033121e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -10331782.000000 Penalty: 3660.433594
	Iteration 2Q: 3 clusters Score -1.033178e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -10332473.000000 Penalty: 3660.433594
	Iteration 3Q: 3 clusters Score -1.033247e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -10333370.000000 Penalty: 3660.433594
	Iteration 4Q: 3 clusters Score -1.033337e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -10334988.000000 Penalty: 3660.433594
	Iteration 5Q: 3 clusters Score -1.033499e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -10337760.000000 Penalty: 3660.433594
	Iteration 6F: 3 clusters Score -1.033776e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -10342005.000000 Penalty: 3660.433594
	Iteration 7F: 3 clusters Score -1.0342e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -10346789.000000 Penalty: 3660.433594
	Iteration 8F: 3 clusters Score -1.034679e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -10350521.000000 Penalty: 3660.433594
	Iteration 9F: 3 clusters Score -1.035052e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -10352981.000000 Penalty: 3660.433594
	Iteration 10Q: 3 clusters Score -1.035298e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -10354582.000000 Penalty: 3660.433594
	Iteration 11Q: 3 clusters Score -1.035458e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10355550.000000 Penalty: 3660.433594
	Iteration 12Q: 3 clusters Score -1.035555e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10356243.000000 Penalty: 3660.433594
	Iteration 13Q: 3 clusters Score -1.035624e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10356630.000000 Penalty: 3660.433594
	Iteration 14Q: 3 clusters Score -1.035663e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10356838.000000 Penalty: 3660.433594
	Iteration 15Q: 3 clusters Score -1.035684e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10356942.000000 Penalty: 3660.433594
	Iteration 16Q: 3 clusters Score -1.035694e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10357048.000000 Penalty: 3660.433594
	Iteration 17Q: 3 clusters Score -1.035705e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10357130.000000 Penalty: 3660.433594
	Iteration 18Q: 3 clusters Score -1.035713e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10357145.000000 Penalty: 3660.433594
	Iteration 19Q: 3 clusters Score -1.035714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10357172.000000 Penalty: 3660.433594
	Iteration 20F: 3 clusters Score -1.035717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10357183.000000 Penalty: 3660.433594
	Iteration 21Q: 3 clusters Score -1.035718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10357197.000000 Penalty: 3660.433594
	Iteration 22Q: 3 clusters Score -1.03572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10357209.000000 Penalty: 3660.433594
	Iteration 23Q: 3 clusters Score -1.035721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10357223.000000 Penalty: 3660.433594
	Iteration 24Q: 3 clusters Score -1.035722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10357234.000000 Penalty: 3660.433594
	Iteration 25Q: 3 clusters Score -1.035723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10357241.000000 Penalty: 3660.433594
	Iteration 26Q: 3 clusters Score -1.035724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10357239.000000 Penalty: 3660.433594
	Iteration 27Q: 3 clusters Score -1.035724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10357239.000000 Penalty: 3660.433594
	Iteration 28Q: 3 clusters Score -1.035724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10357237.000000 Penalty: 3660.433594
	Iteration 29Q: 3 clusters Score -1.035724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10357247.000000 Penalty: 3660.433594
	Iteration 30Q: 3 clusters Score -1.035725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10357247.000000 Penalty: 3660.433594
	Iteration 31F: 3 clusters Score -1.035725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Entering Unmasked Estep 
Score: -4891146.000000 Penalty: 1710.007446
	Iteration 0F: 2 clusters Score -4891146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4866282.500000 Penalty: 3420.014893
	Iteration 0F: 3 clusters Score -4866282 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4875840.000000 Penalty: 3420.014893
	Iteration 1F: 3 clusters Score -4875840 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4876280.500000 Penalty: 3420.014893
	Iteration 2Q: 3 clusters Score -4876280 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4876775.500000 Penalty: 3420.014893
	Iteration 3Q: 3 clusters Score -4876776 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4877446.500000 Penalty: 3420.014893
	Iteration 4Q: 3 clusters Score -4877446 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4878437.000000 Penalty: 3420.014893
	Iteration 5F: 3 clusters Score -4878437 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4879924.000000 Penalty: 3420.014893
	Iteration 6F: 3 clusters Score -4879924 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4881931.500000 Penalty: 3420.014893
	Iteration 7F: 3 clusters Score -4881932 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4884267.500000 Penalty: 3420.014893
	Iteration 8F: 3 clusters Score -4884268 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4886671.000000 Penalty: 3420.014893
	Iteration 9F: 3 clusters Score -4886671 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4888374.000000 Penalty: 3420.014893
	Iteration 10Q: 3 clusters Score -4888374 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4889170.000000 Penalty: 3420.014893
	Iteration 11Q: 3 clusters Score -4889170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4889431.000000 Penalty: 3420.014893
	Iteration 12Q: 3 clusters Score -4889431 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4889497.500000 Penalty: 3420.014893
	Iteration 13Q: 3 clusters Score -4889498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4889571.000000 Penalty: 3420.014893
	Iteration 14Q: 3 clusters Score -4889571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4889599.500000 Penalty: 3420.014893
	Iteration 15Q: 3 clusters Score -4889600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4889625.500000 Penalty: 3420.014893
	Iteration 16Q: 3 clusters Score -4889626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4889636.500000 Penalty: 3420.014893
	Iteration 17Q: 3 clusters Score -4889636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4889650.000000 Penalty: 3420.014893
	Iteration 18Q: 3 clusters Score -4889650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4889647.000000 Penalty: 3420.014893
	Iteration 19Q: 3 clusters Score -4889647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4889648.500000 Penalty: 3420.014893
	Iteration 20F: 3 clusters Score -4889648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Entering Unmasked Estep 
Score: -2633275.250000 Penalty: 1615.658936
	Iteration 0F: 2 clusters Score -2633275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2619077.500000 Penalty: 3231.317871
	Iteration 0F: 3 clusters Score -2619078 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2624451.250000 Penalty: 3231.317871
	Iteration 1F: 3 clusters Score -2624451 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2624899.000000 Penalty: 3231.317871
	Iteration 2F: 3 clusters Score -2624899 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2625366.250000 Penalty: 3231.317871
	Iteration 3F: 3 clusters Score -2625366 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2625955.000000 Penalty: 3231.317871
	Iteration 4F: 3 clusters Score -2625955 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2626673.750000 Penalty: 3231.317871
	Iteration 5F: 3 clusters Score -2626674 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2627421.500000 Penalty: 3231.317871
	Iteration 6F: 3 clusters Score -2627422 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2628148.500000 Penalty: 3231.317871
	Iteration 7F: 3 clusters Score -2628148 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2628934.000000 Penalty: 3231.317871
	Iteration 8F: 3 clusters Score -2628934 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2629698.750000 Penalty: 3231.317871
	Iteration 9F: 3 clusters Score -2629699 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2630340.000000 Penalty: 3231.317871
	Iteration 10Q: 3 clusters Score -2630340 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2630779.250000 Penalty: 3231.317871
	Iteration 11Q: 3 clusters Score -2630779 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2631046.250000 Penalty: 3231.317871
	Iteration 12Q: 3 clusters Score -2631046 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2631194.500000 Penalty: 3231.317871
	Iteration 13Q: 3 clusters Score -2631194 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2631308.500000 Penalty: 3231.317871
	Iteration 14Q: 3 clusters Score -2631308 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2631395.250000 Penalty: 3231.317871
	Iteration 15Q: 3 clusters Score -2631395 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2631469.250000 Penalty: 3231.317871
	Iteration 16Q: 3 clusters Score -2631469 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2631523.250000 Penalty: 3231.317871
	Iteration 17Q: 3 clusters Score -2631523 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2631594.250000 Penalty: 3231.317871
	Iteration 18Q: 3 clusters Score -2631594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2631655.250000 Penalty: 3231.317871
	Iteration 19Q: 3 clusters Score -2631655 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2631709.500000 Penalty: 3231.317871
	Iteration 20F: 3 clusters Score -2631710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2631758.500000 Penalty: 3231.317871
	Iteration 21Q: 3 clusters Score -2631758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2631785.000000 Penalty: 3231.317871
	Iteration 22Q: 3 clusters Score -2631785 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2631817.750000 Penalty: 3231.317871
	Iteration 23Q: 3 clusters Score -2631818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2631829.250000 Penalty: 3231.317871
	Iteration 24Q: 3 clusters Score -2631829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2631839.000000 Penalty: 3231.317871
	Iteration 25Q: 3 clusters Score -2631839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2631850.500000 Penalty: 3231.317871
	Iteration 26Q: 3 clusters Score -2631850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2631867.500000 Penalty: 3231.317871
	Iteration 27Q: 3 clusters Score -2631868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2631871.250000 Penalty: 3231.317871
	Iteration 28Q: 3 clusters Score -2631871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2631881.000000 Penalty: 3231.317871
	Iteration 29Q: 3 clusters Score -2631881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2631895.750000 Penalty: 3231.317871
	Iteration 30Q: 3 clusters Score -2631896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2631896.000000 Penalty: 3231.317871
	Iteration 31Q: 3 clusters Score -2631896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2631896.000000 Penalty: 3231.317871
	Iteration 32Q: 3 clusters Score -2631896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2631901.000000 Penalty: 3231.317871
	Iteration 33Q: 3 clusters Score -2631901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2631904.750000 Penalty: 3231.317871
	Iteration 34Q: 3 clusters Score -2631905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2631910.000000 Penalty: 3231.317871
	Iteration 35Q: 3 clusters Score -2631910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2631911.000000 Penalty: 3231.317871
	Iteration 36Q: 3 clusters Score -2631911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2631920.500000 Penalty: 3231.317871
	Iteration 37Q: 3 clusters Score -2631920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2631926.000000 Penalty: 3231.317871
	Iteration 38Q: 3 clusters Score -2631926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2631924.750000 Penalty: 3231.317871
	Iteration 39Q: 3 clusters Score -2631925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2631929.250000 Penalty: 3231.317871
	Iteration 40F: 3 clusters Score -2631929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2631937.250000 Penalty: 3231.317871
	Iteration 41Q: 3 clusters Score -2631937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2631946.500000 Penalty: 3231.317871
	Iteration 42Q: 3 clusters Score -2631946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2631953.250000 Penalty: 3231.317871
	Iteration 43Q: 3 clusters Score -2631953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2631944.500000 Penalty: 3231.317871
	Iteration 44Q: 3 clusters Score -2631944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2631955.000000 Penalty: 3231.317871
	Iteration 45Q: 3 clusters Score -2631955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2631946.500000 Penalty: 3231.317871
	Iteration 46Q: 3 clusters Score -2631946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2631953.500000 Penalty: 3231.317871
	Iteration 47Q: 3 clusters Score -2631954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2631951.000000 Penalty: 3231.317871
	Iteration 48Q: 3 clusters Score -2631951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2631952.750000 Penalty: 3231.317871
	Iteration 49Q: 3 clusters Score -2631953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2631952.500000 Penalty: 3231.317871
	Iteration 50Q: 3 clusters Score -2631952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2631952.000000 Penalty: 3231.317871
	Iteration 51Q: 3 clusters Score -2631952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2631948.250000 Penalty: 3231.317871
	Iteration 52Q: 3 clusters Score -2631948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2631951.000000 Penalty: 3231.317871
	Iteration 53Q: 3 clusters Score -2631951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2631958.500000 Penalty: 3231.317871
	Iteration 54Q: 3 clusters Score -2631958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2631962.500000 Penalty: 3231.317871
	Iteration 55Q: 3 clusters Score -2631962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2631964.750000 Penalty: 3231.317871
	Iteration 56Q: 3 clusters Score -2631965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2631965.500000 Penalty: 3231.317871
	Iteration 57Q: 3 clusters Score -2631966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2631969.750000 Penalty: 3231.317871
	Iteration 58Q: 3 clusters Score -2631970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2631970.500000 Penalty: 3231.317871
	Iteration 59Q: 3 clusters Score -2631970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2631965.750000 Penalty: 3231.317871
	Iteration 60F: 3 clusters Score -2631966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2631966.250000 Penalty: 3231.317871
	Iteration 61Q: 3 clusters Score -2631966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2631967.250000 Penalty: 3231.317871
	Iteration 62Q: 3 clusters Score -2631967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2631968.250000 Penalty: 3231.317871
	Iteration 63Q: 3 clusters Score -2631968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2631971.500000 Penalty: 3231.317871
	Iteration 64Q: 3 clusters Score -2631972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2631973.250000 Penalty: 3231.317871
	Iteration 65Q: 3 clusters Score -2631973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2631973.750000 Penalty: 3231.317871
	Iteration 66Q: 3 clusters Score -2631974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2631972.750000 Penalty: 3231.317871
	Iteration 67Q: 3 clusters Score -2631973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2631979.500000 Penalty: 3231.317871
	Iteration 68Q: 3 clusters Score -2631980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2631980.250000 Penalty: 3231.317871
	Iteration 69Q: 3 clusters Score -2631980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2631980.250000 Penalty: 3231.317871
	Iteration 70Q: 3 clusters Score -2631980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2631974.500000 Penalty: 3231.317871
	Iteration 71Q: 3 clusters Score -2631974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2631978.750000 Penalty: 3231.317871
	Iteration 72Q: 3 clusters Score -2631979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2631977.000000 Penalty: 3231.317871
	Iteration 73Q: 3 clusters Score -2631977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2631973.500000 Penalty: 3231.317871
	Iteration 74Q: 3 clusters Score -2631974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2631973.500000 Penalty: 3231.317871
	Iteration 75F: 3 clusters Score -2631974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47241.882812 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47241.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46221.351562 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46221.35 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46501.335938 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46501.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46628.460938 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46628.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46809.359375 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46809.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46904.187500 Penalty: 2003.760742
	Iteration 4F: 3 clusters Score -46904.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46945.000000 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -46945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47000.503906 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -47000.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47028.335938 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -47028.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47040.875000 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -47040.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47046.328125 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -47046.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47048.589844 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -47048.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47058.441406 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -47058.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47068.894531 Penalty: 2003.760742
	Iteration 12Q: 3 clusters Score -47068.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47083.753906 Penalty: 2003.760742
	Iteration 13Q: 3 clusters Score -47083.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47091.949219 Penalty: 2003.760742
	Iteration 14Q: 3 clusters Score -47091.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47108.203125 Penalty: 2003.760742
	Iteration 15F: 3 clusters Score -47108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47140.425781 Penalty: 2003.760742
	Iteration 16Q: 3 clusters Score -47140.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47162.894531 Penalty: 2003.760742
	Iteration 17Q: 3 clusters Score -47162.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47166.289062 Penalty: 2003.760742
	Iteration 18Q: 3 clusters Score -47166.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47187.214844 Penalty: 2003.760742
	Iteration 19Q: 3 clusters Score -47187.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47187.214844 Penalty: 2003.760742
	Iteration 20F: 3 clusters Score -47187.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Entering Unmasked Estep 
Score: -10418750.000000 Penalty: 1831.406128
	Iteration 0F: 2 clusters Score -1.041875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -10369490.000000 Penalty: 3662.812256
	Iteration 0F: 3 clusters Score -1.036949e+07 nChanged 37169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -10390775.000000 Penalty: 3662.812256
	Iteration 1F: 3 clusters Score -1.039078e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -10391275.000000 Penalty: 3662.812256
	Iteration 2Q: 3 clusters Score -1.039128e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -10391968.000000 Penalty: 3662.812256
	Iteration 3Q: 3 clusters Score -1.039197e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -10392806.000000 Penalty: 3662.812256
	Iteration 4Q: 3 clusters Score -1.039281e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -10393915.000000 Penalty: 3662.812256
	Iteration 5Q: 3 clusters Score -1.039392e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -10395683.000000 Penalty: 3662.812256
	Iteration 6Q: 3 clusters Score -1.039568e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -10398538.000000 Penalty: 3662.812256
	Iteration 7F: 3 clusters Score -1.039854e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -10402946.000000 Penalty: 3662.812256
	Iteration 8F: 3 clusters Score -1.040295e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -10408035.000000 Penalty: 3662.812256
	Iteration 9F: 3 clusters Score -1.040804e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -10411879.000000 Penalty: 3662.812256
	Iteration 10F: 3 clusters Score -1.041188e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -10414467.000000 Penalty: 3662.812256
	Iteration 11Q: 3 clusters Score -1.041447e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -10415741.000000 Penalty: 3662.812256
	Iteration 12Q: 3 clusters Score -1.041574e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -10416372.000000 Penalty: 3662.812256
	Iteration 13Q: 3 clusters Score -1.041637e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -10416700.000000 Penalty: 3662.812256
	Iteration 14Q: 3 clusters Score -1.04167e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -10416845.000000 Penalty: 3662.812256
	Iteration 15Q: 3 clusters Score -1.041684e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -10416984.000000 Penalty: 3662.812256
	Iteration 16Q: 3 clusters Score -1.041698e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -10417051.000000 Penalty: 3662.812256
	Iteration 17Q: 3 clusters Score -1.041705e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -10417101.000000 Penalty: 3662.812256
	Iteration 18Q: 3 clusters Score -1.04171e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -10417144.000000 Penalty: 3662.812256
	Iteration 19Q: 3 clusters Score -1.041714e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -10417167.000000 Penalty: 3662.812256
	Iteration 20F: 3 clusters Score -1.041717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -10417170.000000 Penalty: 3662.812256
	Iteration 21Q: 3 clusters Score -1.041717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -10417195.000000 Penalty: 3662.812256
	Iteration 22Q: 3 clusters Score -1.04172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -10417195.000000 Penalty: 3662.812256
	Iteration 23Q: 3 clusters Score -1.04172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -10417210.000000 Penalty: 3662.812256
	Iteration 24Q: 3 clusters Score -1.041721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -10417213.000000 Penalty: 3662.812256
	Iteration 25Q: 3 clusters Score -1.041721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -10417222.000000 Penalty: 3662.812256
	Iteration 26Q: 3 clusters Score -1.041722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -10417233.000000 Penalty: 3662.812256
	Iteration 27Q: 3 clusters Score -1.041723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -10417231.000000 Penalty: 3662.812256
	Iteration 28Q: 3 clusters Score -1.041723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -10417241.000000 Penalty: 3662.812256
	Iteration 29Q: 3 clusters Score -1.041724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -10417247.000000 Penalty: 3662.812256
	Iteration 30Q: 3 clusters Score -1.041725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -10417253.000000 Penalty: 3662.812256
	Iteration 31Q: 3 clusters Score -1.041725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -10417253.000000 Penalty: 3662.812256
	Iteration 32F: 3 clusters Score -1.041725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -220470.843750 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -220470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -218465.171875 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -218465.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -218990.796875 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -218990.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219155.468750 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -219155.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -219279.875000 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -219279.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -219365.265625 Penalty: 2457.871338
	Iteration 4Q: 3 clusters Score -219365.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -219424.953125 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -219425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219462.781250 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -219462.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219491.000000 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -219491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219511.921875 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -219511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -219530.828125 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -219530.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219547.250000 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -219547.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -219557.515625 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -219557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -219564.296875 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -219564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219569.546875 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -219569.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -219573.328125 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -219573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -219577.796875 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -219577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219581.296875 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -219581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219585.984375 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -219586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -219587.250000 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -219587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -219588.984375 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -219589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219589.953125 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -219590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219590.781250 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -219590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219590.781250 Penalty: 2457.871338
	Iteration 22F: 3 clusters Score -219590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -231585.843750 Penalty: 1221.508789
	Iteration 0F: 2 clusters Score -231585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229619.218750 Penalty: 2443.017578
	Iteration 0F: 3 clusters Score -229619.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -230012.656250 Penalty: 2443.017578
	Iteration 1F: 3 clusters Score -230012.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230128.531250 Penalty: 2443.017578
	Iteration 2F: 3 clusters Score -230128.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -230195.343750 Penalty: 2443.017578
	Iteration 3Q: 3 clusters Score -230195.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -230233.875000 Penalty: 2443.017578
	Iteration 4Q: 3 clusters Score -230233.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -230253.875000 Penalty: 2443.017578
	Iteration 5Q: 3 clusters Score -230253.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -230269.515625 Penalty: 2443.017578
	Iteration 6Q: 3 clusters Score -230269.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -230284.218750 Penalty: 2443.017578
	Iteration 7Q: 3 clusters Score -230284.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230301.843750 Penalty: 2443.017578
	Iteration 8Q: 3 clusters Score -230301.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -230314.015625 Penalty: 2443.017578
	Iteration 9Q: 3 clusters Score -230314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -230325.218750 Penalty: 2443.017578
	Iteration 10Q: 3 clusters Score -230325.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230339.515625 Penalty: 2443.017578
	Iteration 11Q: 3 clusters Score -230339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -230355.031250 Penalty: 2443.017578
	Iteration 12Q: 3 clusters Score -230355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230371.031250 Penalty: 2443.017578
	Iteration 13Q: 3 clusters Score -230371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -230383.218750 Penalty: 2443.017578
	Iteration 14Q: 3 clusters Score -230383.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -230396.953125 Penalty: 2443.017578
	Iteration 15Q: 3 clusters Score -230397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230410.750000 Penalty: 2443.017578
	Iteration 16Q: 3 clusters Score -230410.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230426.250000 Penalty: 2443.017578
	Iteration 17Q: 3 clusters Score -230426.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -230445.718750 Penalty: 2443.017578
	Iteration 18Q: 3 clusters Score -230445.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -230465.765625 Penalty: 2443.017578
	Iteration 19Q: 3 clusters Score -230465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -230483.484375 Penalty: 2443.017578
	Iteration 20F: 3 clusters Score -230483.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -230497.671875 Penalty: 2443.017578
	Iteration 21Q: 3 clusters Score -230497.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -230509.359375 Penalty: 2443.017578
	Iteration 22Q: 3 clusters Score -230509.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -230521.968750 Penalty: 2443.017578
	Iteration 23Q: 3 clusters Score -230522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -230531.562500 Penalty: 2443.017578
	Iteration 24Q: 3 clusters Score -230531.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -230540.750000 Penalty: 2443.017578
	Iteration 25Q: 3 clusters Score -230540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -230556.625000 Penalty: 2443.017578
	Iteration 26Q: 3 clusters Score -230556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -230573.515625 Penalty: 2443.017578
	Iteration 27Q: 3 clusters Score -230573.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230594.718750 Penalty: 2443.017578
	Iteration 28Q: 3 clusters Score -230594.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -230611.562500 Penalty: 2443.017578
	Iteration 29Q: 3 clusters Score -230611.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -230623.859375 Penalty: 2443.017578
	Iteration 30Q: 3 clusters Score -230623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -230636.421875 Penalty: 2443.017578
	Iteration 31Q: 3 clusters Score -230636.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -230652.765625 Penalty: 2443.017578
	Iteration 32Q: 3 clusters Score -230652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -230665.312500 Penalty: 2443.017578
	Iteration 33Q: 3 clusters Score -230665.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230673.734375 Penalty: 2443.017578
	Iteration 34Q: 3 clusters Score -230673.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -230677.984375 Penalty: 2443.017578
	Iteration 35Q: 3 clusters Score -230678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -230683.640625 Penalty: 2443.017578
	Iteration 36Q: 3 clusters Score -230683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -230687.718750 Penalty: 2443.017578
	Iteration 37Q: 3 clusters Score -230687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -230694.328125 Penalty: 2443.017578
	Iteration 38Q: 3 clusters Score -230694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -230696.687500 Penalty: 2443.017578
	Iteration 39Q: 3 clusters Score -230696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -230698.187500 Penalty: 2443.017578
	Iteration 40F: 3 clusters Score -230698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -230699.437500 Penalty: 2443.017578
	Iteration 41Q: 3 clusters Score -230699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -230699.437500 Penalty: 2443.017578
	Iteration 42F: 3 clusters Score -230699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -37368.277344 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -37368.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36457.546875 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -36457.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36576.867188 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -36576.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36600.859375 Penalty: 1899.151978
	Iteration 2Q: 3 clusters Score -36600.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36623.636719 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -36623.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36626.625000 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -36626.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36627.089844 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -36627.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36627.398438 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -36627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36627.398438 Penalty: 1899.151978
	Iteration 7F: 3 clusters Score -36627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (69247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Entering Unmasked Estep 
Score: -9128727.000000 Penalty: 1811.133301
	Iteration 0F: 2 clusters Score -9128727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -9084087.000000 Penalty: 3622.266602
	Iteration 0F: 3 clusters Score -9084087 nChanged 32898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -9103073.000000 Penalty: 3622.266602
	Iteration 1F: 3 clusters Score -9103073 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -9103926.000000 Penalty: 3622.266602
	Iteration 2Q: 3 clusters Score -9103926 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -9104906.000000 Penalty: 3622.266602
	Iteration 3Q: 3 clusters Score -9104906 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9106511.000000 Penalty: 3622.266602
	Iteration 4Q: 3 clusters Score -9106511 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -9109256.000000 Penalty: 3622.266602
	Iteration 5F: 3 clusters Score -9109256 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -9113544.000000 Penalty: 3622.266602
	Iteration 6F: 3 clusters Score -9113544 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -9118888.000000 Penalty: 3622.266602
	Iteration 7F: 3 clusters Score -9118888 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -9123460.000000 Penalty: 3622.266602
	Iteration 8F: 3 clusters Score -9123460 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -9126125.000000 Penalty: 3622.266602
	Iteration 9F: 3 clusters Score -9126125 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -9127418.000000 Penalty: 3622.266602
	Iteration 10Q: 3 clusters Score -9127418 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -9128173.000000 Penalty: 3622.266602
	Iteration 11Q: 3 clusters Score -9128173 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -9128625.000000 Penalty: 3622.266602
	Iteration 12Q: 3 clusters Score -9128625 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -9128852.000000 Penalty: 3622.266602
	Iteration 13Q: 3 clusters Score -9128852 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -9129047.000000 Penalty: 3622.266602
	Iteration 14Q: 3 clusters Score -9129047 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -9129123.000000 Penalty: 3622.266602
	Iteration 15Q: 3 clusters Score -9129123 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -9129185.000000 Penalty: 3622.266602
	Iteration 16Q: 3 clusters Score -9129185 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -9129202.000000 Penalty: 3622.266602
	Iteration 17Q: 3 clusters Score -9129202 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -9129245.000000 Penalty: 3622.266602
	Iteration 18Q: 3 clusters Score -9129245 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -9129249.000000 Penalty: 3622.266602
	Iteration 19Q: 3 clusters Score -9129249 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -9129253.000000 Penalty: 3622.266602
	Iteration 20F: 3 clusters Score -9129253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -9129275.000000 Penalty: 3622.266602
	Iteration 21Q: 3 clusters Score -9129275 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -9129258.000000 Penalty: 3622.266602
	Iteration 22Q: 3 clusters Score -9129258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -9129271.000000 Penalty: 3622.266602
	Iteration 23Q: 3 clusters Score -9129271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -9129281.000000 Penalty: 3622.266602
	Iteration 24Q: 3 clusters Score -9129281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -9129302.000000 Penalty: 3622.266602
	Iteration 25Q: 3 clusters Score -9129302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -9129331.000000 Penalty: 3622.266602
	Iteration 26Q: 3 clusters Score -9129331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -9129331.000000 Penalty: 3622.266602
	Iteration 27Q: 3 clusters Score -9129331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -9129333.000000 Penalty: 3622.266602
	Iteration 28Q: 3 clusters Score -9129333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -9129364.000000 Penalty: 3622.266602
	Iteration 29Q: 3 clusters Score -9129364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -9129366.000000 Penalty: 3622.266602
	Iteration 30Q: 3 clusters Score -9129366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -9129386.000000 Penalty: 3622.266602
	Iteration 31Q: 3 clusters Score -9129386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -9129358.000000 Penalty: 3622.266602
	Iteration 32Q: 3 clusters Score -9129358 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -9129371.000000 Penalty: 3622.266602
	Iteration 33Q: 3 clusters Score -9129371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -9129395.000000 Penalty: 3622.266602
	Iteration 34Q: 3 clusters Score -9129395 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -9129405.000000 Penalty: 3622.266602
	Iteration 35Q: 3 clusters Score -9129405 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -9129423.000000 Penalty: 3622.266602
	Iteration 36Q: 3 clusters Score -9129423 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -9129421.000000 Penalty: 3622.266602
	Iteration 37Q: 3 clusters Score -9129421 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -9129417.000000 Penalty: 3622.266602
	Iteration 38Q: 3 clusters Score -9129417 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -9129450.000000 Penalty: 3622.266602
	Iteration 39Q: 3 clusters Score -9129450 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9129450.000000 Penalty: 3622.266602
	Iteration 40F: 3 clusters Score -9129450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -9129454.000000 Penalty: 3622.266602
	Iteration 41Q: 3 clusters Score -9129454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -9129480.000000 Penalty: 3622.266602
	Iteration 42Q: 3 clusters Score -9129480 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -9129476.000000 Penalty: 3622.266602
	Iteration 43Q: 3 clusters Score -9129476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -9129483.000000 Penalty: 3622.266602
	Iteration 44Q: 3 clusters Score -9129483 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -9129509.000000 Penalty: 3622.266602
	Iteration 45Q: 3 clusters Score -9129509 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -9129519.000000 Penalty: 3622.266602
	Iteration 46Q: 3 clusters Score -9129519 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -9129535.000000 Penalty: 3622.266602
	Iteration 47Q: 3 clusters Score -9129535 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -9129531.000000 Penalty: 3622.266602
	Iteration 48Q: 3 clusters Score -9129531 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -9129535.000000 Penalty: 3622.266602
	Iteration 49Q: 3 clusters Score -9129535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -9129540.000000 Penalty: 3622.266602
	Iteration 50Q: 3 clusters Score -9129540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -9129539.000000 Penalty: 3622.266602
	Iteration 51Q: 3 clusters Score -9129539 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -9129547.000000 Penalty: 3622.266602
	Iteration 52Q: 3 clusters Score -9129547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9129529.000000 Penalty: 3622.266602
	Iteration 53Q: 3 clusters Score -9129529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -9129541.000000 Penalty: 3622.266602
	Iteration 54Q: 3 clusters Score -9129541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -9129540.000000 Penalty: 3622.266602
	Iteration 55Q: 3 clusters Score -9129540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -9129553.000000 Penalty: 3622.266602
	Iteration 56Q: 3 clusters Score -9129553 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -9129557.000000 Penalty: 3622.266602
	Iteration 57Q: 3 clusters Score -9129557 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -9129536.000000 Penalty: 3622.266602
	Iteration 58Q: 3 clusters Score -9129536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -9129565.000000 Penalty: 3622.266602
	Iteration 59Q: 3 clusters Score -9129565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -9129573.000000 Penalty: 3622.266602
	Iteration 60F: 3 clusters Score -9129573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -9129580.000000 Penalty: 3622.266602
	Iteration 61Q: 3 clusters Score -9129580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9129593.000000 Penalty: 3622.266602
	Iteration 62Q: 3 clusters Score -9129593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -9129596.000000 Penalty: 3622.266602
	Iteration 63Q: 3 clusters Score -9129596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -9129610.000000 Penalty: 3622.266602
	Iteration 64Q: 3 clusters Score -9129610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -9129601.000000 Penalty: 3622.266602
	Iteration 65Q: 3 clusters Score -9129601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -9129599.000000 Penalty: 3622.266602
	Iteration 66Q: 3 clusters Score -9129599 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -9129603.000000 Penalty: 3622.266602
	Iteration 67Q: 3 clusters Score -9129603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -9129602.000000 Penalty: 3622.266602
	Iteration 68Q: 3 clusters Score -9129602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -9129612.000000 Penalty: 3622.266602
	Iteration 69Q: 3 clusters Score -9129612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -9129618.000000 Penalty: 3622.266602
	Iteration 70Q: 3 clusters Score -9129618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -9129627.000000 Penalty: 3622.266602
	Iteration 71Q: 3 clusters Score -9129627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -9129640.000000 Penalty: 3622.266602
	Iteration 72Q: 3 clusters Score -9129640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -9129633.000000 Penalty: 3622.266602
	Iteration 73Q: 3 clusters Score -9129633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -9129640.000000 Penalty: 3622.266602
	Iteration 74Q: 3 clusters Score -9129640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -9129656.000000 Penalty: 3622.266602
	Iteration 75Q: 3 clusters Score -9129656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -9129668.000000 Penalty: 3622.266602
	Iteration 76Q: 3 clusters Score -9129668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9129663.000000 Penalty: 3622.266602
	Iteration 77Q: 3 clusters Score -9129663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -9129678.000000 Penalty: 3622.266602
	Iteration 78Q: 3 clusters Score -9129678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -9129670.000000 Penalty: 3622.266602
	Iteration 79Q: 3 clusters Score -9129670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -9129665.000000 Penalty: 3622.266602
	Iteration 80F: 3 clusters Score -9129665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9129700.000000 Penalty: 3622.266602
	Iteration 81Q: 3 clusters Score -9129700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -9129674.000000 Penalty: 3622.266602
	Iteration 82Q: 3 clusters Score -9129674 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -9129674.000000 Penalty: 3622.266602
	Iteration 83Q: 3 clusters Score -9129674 nChanged 90
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Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -9129677.000000 Penalty: 3622.266602
	Iteration 84Q: 3 clusters Score -9129677 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -9129690.000000 Penalty: 3622.266602
	Iteration 85Q: 3 clusters Score -9129690 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9129670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -9129686.000000 Penalty: 3622.266602
	Iteration 87Q: 3 clusters Score -9129686 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -9129685.000000 Penalty: 3622.266602
	Iteration 88Q: 3 clusters Score -9129685 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -9129683.000000 Penalty: 3622.266602
	Iteration 89Q: 3 clusters Score -9129683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -9129717.000000 Penalty: 3622.266602
	Iteration 90Q: 3 clusters Score -9129717 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -9129723.000000 Penalty: 3622.266602
	Iteration 91Q: 3 clusters Score -9129723 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -9129709.000000 Penalty: 3622.266602
	Iteration 92Q: 3 clusters Score -9129709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -9129701.000000 Penalty: 3622.266602
	Iteration 93Q: 3 clusters Score -9129701 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -9129727.000000 Penalty: 3622.266602
	Iteration 94Q: 3 clusters Score -9129727 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -9129724.000000 Penalty: 3622.266602
	Iteration 95Q: 3 clusters Score -9129724 nChanged 150
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Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -9129721.000000 Penalty: 3622.266602
	Iteration 96Q: 3 clusters Score -9129721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -9129735.000000 Penalty: 3622.266602
	Iteration 97Q: 3 clusters Score -9129735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -9129729.000000 Penalty: 3622.266602
	Iteration 98Q: 3 clusters Score -9129729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -9129780.000000 Penalty: 3622.266602
	Iteration 99Q: 3 clusters Score -9129780 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -9129758.000000 Penalty: 3622.266602
	Iteration 100F: 3 clusters Score -9129758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -9129741.000000 Penalty: 3622.266602
	Iteration 101Q: 3 clusters Score -9129741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9129728.000000 Penalty: 3622.266602
	Iteration 102Q: 3 clusters Score -9129728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -9129726.000000 Penalty: 3622.266602
	Iteration 103Q: 3 clusters Score -9129726 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -9129736.000000 Penalty: 3622.266602
	Iteration 104Q: 3 clusters Score -9129736 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -9129712.000000 Penalty: 3622.266602
	Iteration 105Q: 3 clusters Score -9129712 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -9129716.000000 Penalty: 3622.266602
	Iteration 106Q: 3 clusters Score -9129716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -9129737.000000 Penalty: 3622.266602
	Iteration 107Q: 3 clusters Score -9129737 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -9129712.000000 Penalty: 3622.266602
	Iteration 108Q: 3 clusters Score -9129712 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -9129728.000000 Penalty: 3622.266602
	Iteration 109Q: 3 clusters Score -9129728 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -9129706.000000 Penalty: 3622.266602
	Iteration 110Q: 3 clusters Score -9129706 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -9129675.000000 Penalty: 3622.266602
	Iteration 111Q: 3 clusters Score -9129675 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -9129632.000000 Penalty: 3622.266602
	Iteration 112Q: 3 clusters Score -9129632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -9129585.000000 Penalty: 3622.266602
	Iteration 113Q: 3 clusters Score -9129585 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -9129514.000000 Penalty: 3622.266602
	Iteration 114Q: 3 clusters Score -9129514 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -9129539.000000 Penalty: 3622.266602
	Iteration 115Q: 3 clusters Score -9129539 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -9129498.000000 Penalty: 3622.266602
	Iteration 116Q: 3 clusters Score -9129498 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -9129440.000000 Penalty: 3622.266602
	Iteration 117Q: 3 clusters Score -9129440 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -9129378.000000 Penalty: 3622.266602
	Iteration 118Q: 3 clusters Score -9129378 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -9129272.000000 Penalty: 3622.266602
	Iteration 119Q: 3 clusters Score -9129272 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -9129243.000000 Penalty: 3622.266602
	Iteration 120F: 3 clusters Score -9129243 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9129211.000000 Penalty: 3622.266602
	Iteration 121Q: 3 clusters Score -9129211 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -9129197.000000 Penalty: 3622.266602
	Iteration 122Q: 3 clusters Score -9129197 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -9129110.000000 Penalty: 3622.266602
	Iteration 123Q: 3 clusters Score -9129110 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -9129130.000000 Penalty: 3622.266602
	Iteration 124Q: 3 clusters Score -9129130 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -9129125.000000 Penalty: 3622.266602
	Iteration 125Q: 3 clusters Score -9129125 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -9129088.000000 Penalty: 3622.266602
	Iteration 126Q: 3 clusters Score -9129088 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -9129032.000000 Penalty: 3622.266602
	Iteration 127Q: 3 clusters Score -9129032 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -9128975.000000 Penalty: 3622.266602
	Iteration 128Q: 3 clusters Score -9128975 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -9128914.000000 Penalty: 3622.266602
	Iteration 129Q: 3 clusters Score -9128914 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -9128896.000000 Penalty: 3622.266602
	Iteration 130Q: 3 clusters Score -9128896 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -9128871.000000 Penalty: 3622.266602
	Iteration 131Q: 3 clusters Score -9128871 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -9128882.000000 Penalty: 3622.266602
	Iteration 132Q: 3 clusters Score -9128882 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -9128895.000000 Penalty: 3622.266602
	Iteration 133Q: 3 clusters Score -9128895 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -9128854.000000 Penalty: 3622.266602
	Iteration 134Q: 3 clusters Score -9128854 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -9128811.000000 Penalty: 3622.266602
	Iteration 135Q: 3 clusters Score -9128811 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -9128760.000000 Penalty: 3622.266602
	Iteration 136Q: 3 clusters Score -9128760 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -9128735.000000 Penalty: 3622.266602
	Iteration 137Q: 3 clusters Score -9128735 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -9128688.000000 Penalty: 3622.266602
	Iteration 138Q: 3 clusters Score -9128688 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -9128667.000000 Penalty: 3622.266602
	Iteration 139Q: 3 clusters Score -9128667 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9128655.000000 Penalty: 3622.266602
	Iteration 140F: 3 clusters Score -9128655 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -9128634.000000 Penalty: 3622.266602
	Iteration 141Q: 3 clusters Score -9128634 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -9128603.000000 Penalty: 3622.266602
	Iteration 142Q: 3 clusters Score -9128603 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9128575.000000 Penalty: 3622.266602
	Iteration 143Q: 3 clusters Score -9128575 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -9128556.000000 Penalty: 3622.266602
	Iteration 144Q: 3 clusters Score -9128556 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9128542.000000 Penalty: 3622.266602
	Iteration 145Q: 3 clusters Score -9128542 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -9128500.000000 Penalty: 3622.266602
	Iteration 146Q: 3 clusters Score -9128500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -9128473.000000 Penalty: 3622.266602
	Iteration 147Q: 3 clusters Score -9128473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -9128415.000000 Penalty: 3622.266602
	Iteration 148Q: 3 clusters Score -9128415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -9128399.000000 Penalty: 3622.266602
	Iteration 149Q: 3 clusters Score -9128399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -9128379.000000 Penalty: 3622.266602
	Iteration 150Q: 3 clusters Score -9128379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9128355.000000 Penalty: 3622.266602
	Iteration 151Q: 3 clusters Score -9128355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9128336.000000 Penalty: 3622.266602
	Iteration 152Q: 3 clusters Score -9128336 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -9128302.000000 Penalty: 3622.266602
	Iteration 153Q: 3 clusters Score -9128302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -9128291.000000 Penalty: 3622.266602
	Iteration 154Q: 3 clusters Score -9128291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9128283.000000 Penalty: 3622.266602
	Iteration 155Q: 3 clusters Score -9128283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -9128282.000000 Penalty: 3622.266602
	Iteration 156Q: 3 clusters Score -9128282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9128266.000000 Penalty: 3622.266602
	Iteration 157Q: 3 clusters Score -9128266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9128241.000000 Penalty: 3622.266602
	Iteration 158Q: 3 clusters Score -9128241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -9128212.000000 Penalty: 3622.266602
	Iteration 159Q: 3 clusters Score -9128212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -9128202.000000 Penalty: 3622.266602
	Iteration 160F: 3 clusters Score -9128202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -9128169.000000 Penalty: 3622.266602
	Iteration 161Q: 3 clusters Score -9128169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -9128154.000000 Penalty: 3622.266602
	Iteration 162Q: 3 clusters Score -9128154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -9128149.000000 Penalty: 3622.266602
	Iteration 163Q: 3 clusters Score -9128149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -9128162.000000 Penalty: 3622.266602
	Iteration 164Q: 3 clusters Score -9128162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9128146.000000 Penalty: 3622.266602
	Iteration 165Q: 3 clusters Score -9128146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9128125.000000 Penalty: 3622.266602
	Iteration 166Q: 3 clusters Score -9128125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9128131.000000 Penalty: 3622.266602
	Iteration 167Q: 3 clusters Score -9128131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9128127.000000 Penalty: 3622.266602
	Iteration 168Q: 3 clusters Score -9128127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -9128119.000000 Penalty: 3622.266602
	Iteration 169Q: 3 clusters Score -9128119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9128112.000000 Penalty: 3622.266602
	Iteration 170Q: 3 clusters Score -9128112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9128103.000000 Penalty: 3622.266602
	Iteration 171Q: 3 clusters Score -9128103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9128081.000000 Penalty: 3622.266602
	Iteration 172Q: 3 clusters Score -9128081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9128066.000000 Penalty: 3622.266602
	Iteration 173Q: 3 clusters Score -9128066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9128065.000000 Penalty: 3622.266602
	Iteration 174Q: 3 clusters Score -9128065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -9128062.000000 Penalty: 3622.266602
	Iteration 175Q: 3 clusters Score -9128062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -9128073.000000 Penalty: 3622.266602
	Iteration 176Q: 3 clusters Score -9128073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -9128061.000000 Penalty: 3622.266602
	Iteration 177Q: 3 clusters Score -9128061 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9128062.000000 Penalty: 3622.266602
	Iteration 178Q: 3 clusters Score -9128062 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9128059.000000 Penalty: 3622.266602
	Iteration 179Q: 3 clusters Score -9128059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9128052.000000 Penalty: 3622.266602
	Iteration 180F: 3 clusters Score -9128052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -9128051.000000 Penalty: 3622.266602
	Iteration 181Q: 3 clusters Score -9128051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9128046.000000 Penalty: 3622.266602
	Iteration 182Q: 3 clusters Score -9128046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9128041.000000 Penalty: 3622.266602
	Iteration 183Q: 3 clusters Score -9128041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9128036.000000 Penalty: 3622.266602
	Iteration 184Q: 3 clusters Score -9128036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9128033.000000 Penalty: 3622.266602
	Iteration 185Q: 3 clusters Score -9128033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9128028.000000 Penalty: 3622.266602
	Iteration 186Q: 3 clusters Score -9128028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9128023.000000 Penalty: 3622.266602
	Iteration 187Q: 3 clusters Score -9128023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9128022.000000 Penalty: 3622.266602
	Iteration 188Q: 3 clusters Score -9128022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9128020.000000 Penalty: 3622.266602
	Iteration 189Q: 3 clusters Score -9128020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9128024.000000 Penalty: 3622.266602
	Iteration 190Q: 3 clusters Score -9128024 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9128024.000000 Penalty: 3622.266602
	Iteration 191F: 3 clusters Score -9128024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Entering Unmasked Estep 
Score: -1523803.250000 Penalty: 1537.706543
	Iteration 0F: 2 clusters Score -1523803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1514810.250000 Penalty: 3075.413086
	Iteration 0F: 3 clusters Score -1514810 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1518334.250000 Penalty: 3075.413086
	Iteration 1F: 3 clusters Score -1518334 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1518950.750000 Penalty: 3075.413086
	Iteration 2F: 3 clusters Score -1518951 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1519484.375000 Penalty: 3075.413086
	Iteration 3F: 3 clusters Score -1519484 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1519958.500000 Penalty: 3075.413086
	Iteration 4F: 3 clusters Score -1519958 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1520328.375000 Penalty: 3075.413086
	Iteration 5F: 3 clusters Score -1520328 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1520608.375000 Penalty: 3075.413086
	Iteration 6Q: 3 clusters Score -1520608 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1520832.000000 Penalty: 3075.413086
	Iteration 7Q: 3 clusters Score -1520832 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1521009.125000 Penalty: 3075.413086
	Iteration 8Q: 3 clusters Score -1521009 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1521153.750000 Penalty: 3075.413086
	Iteration 9Q: 3 clusters Score -1521154 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1521277.000000 Penalty: 3075.413086
	Iteration 10Q: 3 clusters Score -1521277 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1521360.875000 Penalty: 3075.413086
	Iteration 11Q: 3 clusters Score -1521361 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1521409.750000 Penalty: 3075.413086
	Iteration 12Q: 3 clusters Score -1521410 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1521457.875000 Penalty: 3075.413086
	Iteration 13Q: 3 clusters Score -1521458 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1521509.000000 Penalty: 3075.413086
	Iteration 14Q: 3 clusters Score -1521509 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1521555.250000 Penalty: 3075.413086
	Iteration 15Q: 3 clusters Score -1521555 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1521607.625000 Penalty: 3075.413086
	Iteration 16Q: 3 clusters Score -1521608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1521670.750000 Penalty: 3075.413086
	Iteration 17Q: 3 clusters Score -1521671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1521705.625000 Penalty: 3075.413086
	Iteration 18Q: 3 clusters Score -1521706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1521742.875000 Penalty: 3075.413086
	Iteration 19Q: 3 clusters Score -1521743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1521774.500000 Penalty: 3075.413086
	Iteration 20F: 3 clusters Score -1521774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1521787.875000 Penalty: 3075.413086
	Iteration 21Q: 3 clusters Score -1521788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1521801.875000 Penalty: 3075.413086
	Iteration 22Q: 3 clusters Score -1521802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1521806.875000 Penalty: 3075.413086
	Iteration 23Q: 3 clusters Score -1521807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1521813.375000 Penalty: 3075.413086
	Iteration 24Q: 3 clusters Score -1521813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1521825.500000 Penalty: 3075.413086
	Iteration 25Q: 3 clusters Score -1521826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1521837.875000 Penalty: 3075.413086
	Iteration 26Q: 3 clusters Score -1521838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1521847.375000 Penalty: 3075.413086
	Iteration 27Q: 3 clusters Score -1521847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1521857.500000 Penalty: 3075.413086
	Iteration 28Q: 3 clusters Score -1521858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1521865.875000 Penalty: 3075.413086
	Iteration 29Q: 3 clusters Score -1521866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1521869.625000 Penalty: 3075.413086
	Iteration 30Q: 3 clusters Score -1521870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1521880.375000 Penalty: 3075.413086
	Iteration 31Q: 3 clusters Score -1521880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1521882.000000 Penalty: 3075.413086
	Iteration 32Q: 3 clusters Score -1521882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1521882.125000 Penalty: 3075.413086
	Iteration 33Q: 3 clusters Score -1521882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1521882.000000 Penalty: 3075.413086
	Iteration 34Q: 3 clusters Score -1521882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1521890.875000 Penalty: 3075.413086
	Iteration 35Q: 3 clusters Score -1521891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1521891.125000 Penalty: 3075.413086
	Iteration 36Q: 3 clusters Score -1521891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1521892.875000 Penalty: 3075.413086
	Iteration 37Q: 3 clusters Score -1521893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1521895.125000 Penalty: 3075.413086
	Iteration 38Q: 3 clusters Score -1521895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1521898.125000 Penalty: 3075.413086
	Iteration 39Q: 3 clusters Score -1521898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1521896.750000 Penalty: 3075.413086
	Iteration 40F: 3 clusters Score -1521897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1521895.750000 Penalty: 3075.413086
	Iteration 41Q: 3 clusters Score -1521896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1521895.250000 Penalty: 3075.413086
	Iteration 42Q: 3 clusters Score -1521895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1521894.125000 Penalty: 3075.413086
	Iteration 43Q: 3 clusters Score -1521894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1521893.250000 Penalty: 3075.413086
	Iteration 44Q: 3 clusters Score -1521893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1521896.125000 Penalty: 3075.413086
	Iteration 45Q: 3 clusters Score -1521896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1521894.250000 Penalty: 3075.413086
	Iteration 46Q: 3 clusters Score -1521894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1521894.250000 Penalty: 3075.413086
	Iteration 47F: 3 clusters Score -1521894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Entering Unmasked Estep 
Score: -10026953.000000 Penalty: 1824.966309
	Iteration 0F: 2 clusters Score -1.002695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -9978901.000000 Penalty: 3649.932617
	Iteration 0F: 3 clusters Score -9978901 nChanged 35939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -9999853.000000 Penalty: 3649.932617
	Iteration 1F: 3 clusters Score -9999853 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -10000513.000000 Penalty: 3649.932617
	Iteration 2Q: 3 clusters Score -1.000051e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -10001303.000000 Penalty: 3649.932617
	Iteration 3Q: 3 clusters Score -1.00013e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -10002230.000000 Penalty: 3649.932617
	Iteration 4Q: 3 clusters Score -1.000223e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -10003630.000000 Penalty: 3649.932617
	Iteration 5Q: 3 clusters Score -1.000363e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -10005524.000000 Penalty: 3649.932617
	Iteration 6Q: 3 clusters Score -1.000552e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -10008159.000000 Penalty: 3649.932617
	Iteration 7F: 3 clusters Score -1.000816e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -10011465.000000 Penalty: 3649.932617
	Iteration 8F: 3 clusters Score -1.001146e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -10015059.000000 Penalty: 3649.932617
	Iteration 9F: 3 clusters Score -1.001506e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -10017878.000000 Penalty: 3649.932617
	Iteration 10F: 3 clusters Score -1.001788e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -10019592.000000 Penalty: 3649.932617
	Iteration 11Q: 3 clusters Score -1.001959e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -10020507.000000 Penalty: 3649.932617
	Iteration 12Q: 3 clusters Score -1.002051e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -10021111.000000 Penalty: 3649.932617
	Iteration 13Q: 3 clusters Score -1.002111e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -10021665.000000 Penalty: 3649.932617
	Iteration 14Q: 3 clusters Score -1.002166e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -10022082.000000 Penalty: 3649.932617
	Iteration 15Q: 3 clusters Score -1.002208e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -10022523.000000 Penalty: 3649.932617
	Iteration 16Q: 3 clusters Score -1.002252e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -10022967.000000 Penalty: 3649.932617
	Iteration 17Q: 3 clusters Score -1.002297e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -10023467.000000 Penalty: 3649.932617
	Iteration 18Q: 3 clusters Score -1.002347e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -10023862.000000 Penalty: 3649.932617
	Iteration 19Q: 3 clusters Score -1.002386e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -10024132.000000 Penalty: 3649.932617
	Iteration 20F: 3 clusters Score -1.002413e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -10024431.000000 Penalty: 3649.932617
	Iteration 21Q: 3 clusters Score -1.002443e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -10024694.000000 Penalty: 3649.932617
	Iteration 22Q: 3 clusters Score -1.002469e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -10024918.000000 Penalty: 3649.932617
	Iteration 23Q: 3 clusters Score -1.002492e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -10025060.000000 Penalty: 3649.932617
	Iteration 24Q: 3 clusters Score -1.002506e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -10025260.000000 Penalty: 3649.932617
	Iteration 25Q: 3 clusters Score -1.002526e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -10025464.000000 Penalty: 3649.932617
	Iteration 26Q: 3 clusters Score -1.002546e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -10025620.000000 Penalty: 3649.932617
	Iteration 27Q: 3 clusters Score -1.002562e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -10025748.000000 Penalty: 3649.932617
	Iteration 28Q: 3 clusters Score -1.002575e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -10025821.000000 Penalty: 3649.932617
	Iteration 29Q: 3 clusters Score -1.002582e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -10025877.000000 Penalty: 3649.932617
	Iteration 30Q: 3 clusters Score -1.002588e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -10025911.000000 Penalty: 3649.932617
	Iteration 31Q: 3 clusters Score -1.002591e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -10025943.000000 Penalty: 3649.932617
	Iteration 32Q: 3 clusters Score -1.002594e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -10025988.000000 Penalty: 3649.932617
	Iteration 33Q: 3 clusters Score -1.002599e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -10025994.000000 Penalty: 3649.932617
	Iteration 34Q: 3 clusters Score -1.002599e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -10025994.000000 Penalty: 3649.932617
	Iteration 35Q: 3 clusters Score -1.002599e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -10026020.000000 Penalty: 3649.932617
	Iteration 36Q: 3 clusters Score -1.002602e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -10026041.000000 Penalty: 3649.932617
	Iteration 37Q: 3 clusters Score -1.002604e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -10026045.000000 Penalty: 3649.932617
	Iteration 38Q: 3 clusters Score -1.002604e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -10026047.000000 Penalty: 3649.932617
	Iteration 39Q: 3 clusters Score -1.002605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -10026047.000000 Penalty: 3649.932617
	Iteration 40F: 3 clusters Score -1.002605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -10026100.000000 Penalty: 3649.932617
	Iteration 41Q: 3 clusters Score -1.00261e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -10026125.000000 Penalty: 3649.932617
	Iteration 42Q: 3 clusters Score -1.002612e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -10026126.000000 Penalty: 3649.932617
	Iteration 43Q: 3 clusters Score -1.002613e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -10026122.000000 Penalty: 3649.932617
	Iteration 44Q: 3 clusters Score -1.002612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -10026118.000000 Penalty: 3649.932617
	Iteration 45Q: 3 clusters Score -1.002612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -10026129.000000 Penalty: 3649.932617
	Iteration 46Q: 3 clusters Score -1.002613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -10026127.000000 Penalty: 3649.932617
	Iteration 47Q: 3 clusters Score -1.002613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -10026132.000000 Penalty: 3649.932617
	Iteration 48Q: 3 clusters Score -1.002613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -10026137.000000 Penalty: 3649.932617
	Iteration 49Q: 3 clusters Score -1.002614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -10026126.000000 Penalty: 3649.932617
	Iteration 50Q: 3 clusters Score -1.002613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -10026125.000000 Penalty: 3649.932617
	Iteration 51Q: 3 clusters Score -1.002612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -10026128.000000 Penalty: 3649.932617
	Iteration 52Q: 3 clusters Score -1.002613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -10026127.000000 Penalty: 3649.932617
	Iteration 53Q: 3 clusters Score -1.002613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -10026124.000000 Penalty: 3649.932617
	Iteration 54Q: 3 clusters Score -1.002612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -10026112.000000 Penalty: 3649.932617
	Iteration 55Q: 3 clusters Score -1.002611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -10026115.000000 Penalty: 3649.932617
	Iteration 56Q: 3 clusters Score -1.002612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10026116.000000 Penalty: 3649.932617
	Iteration 57Q: 3 clusters Score -1.002612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10026115.000000 Penalty: 3649.932617
	Iteration 58Q: 3 clusters Score -1.002612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10026115.000000 Penalty: 3649.932617
	Iteration 59F: 3 clusters Score -1.002612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (81559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Entering Unmasked Estep 
Score: -10781727.000000 Penalty: 1837.725830
	Iteration 0F: 2 clusters Score -1.078173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -10729350.000000 Penalty: 3675.451660
	Iteration 0F: 3 clusters Score -1.072935e+07 nChanged 39029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -10751660.000000 Penalty: 3675.451660
	Iteration 1F: 3 clusters Score -1.075166e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -10752311.000000 Penalty: 3675.451660
	Iteration 2Q: 3 clusters Score -1.075231e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -10753154.000000 Penalty: 3675.451660
	Iteration 3Q: 3 clusters Score -1.075315e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -10754353.000000 Penalty: 3675.451660
	Iteration 4Q: 3 clusters Score -1.075435e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -10755733.000000 Penalty: 3675.451660
	Iteration 5Q: 3 clusters Score -1.075573e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -10757509.000000 Penalty: 3675.451660
	Iteration 6F: 3 clusters Score -1.075751e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -10759452.000000 Penalty: 3675.451660
	Iteration 7F: 3 clusters Score -1.075945e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -10761529.000000 Penalty: 3675.451660
	Iteration 8F: 3 clusters Score -1.076153e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -10763855.000000 Penalty: 3675.451660
	Iteration 9F: 3 clusters Score -1.076386e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -10766326.000000 Penalty: 3675.451660
	Iteration 10F: 3 clusters Score -1.076633e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -10768929.000000 Penalty: 3675.451660
	Iteration 11F: 3 clusters Score -1.076893e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -10772029.000000 Penalty: 3675.451660
	Iteration 12F: 3 clusters Score -1.077203e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -10775690.000000 Penalty: 3675.451660
	Iteration 13Q: 3 clusters Score -1.077569e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -10778377.000000 Penalty: 3675.451660
	Iteration 14Q: 3 clusters Score -1.077838e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -10779577.000000 Penalty: 3675.451660
	Iteration 15Q: 3 clusters Score -1.077958e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -10779851.000000 Penalty: 3675.451660
	Iteration 16Q: 3 clusters Score -1.077985e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -10779969.000000 Penalty: 3675.451660
	Iteration 17Q: 3 clusters Score -1.077997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10780012.000000 Penalty: 3675.451660
	Iteration 18Q: 3 clusters Score -1.078001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -10780026.000000 Penalty: 3675.451660
	Iteration 19Q: 3 clusters Score -1.078003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -10780034.000000 Penalty: 3675.451660
	Iteration 20F: 3 clusters Score -1.078003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10780045.000000 Penalty: 3675.451660
	Iteration 21Q: 3 clusters Score -1.078004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10780041.000000 Penalty: 3675.451660
	Iteration 22Q: 3 clusters Score -1.078004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -10780046.000000 Penalty: 3675.451660
	Iteration 23Q: 3 clusters Score -1.078005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10780045.000000 Penalty: 3675.451660
	Iteration 24Q: 3 clusters Score -1.078004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10780045.000000 Penalty: 3675.451660
	Iteration 25F: 3 clusters Score -1.078004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -195209.250000 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -195209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -193435.390625 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -193435.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -193754.875000 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -193754.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193833.921875 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -193833.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -193881.093750 Penalty: 2378.740723
	Iteration 3Q: 3 clusters Score -193881.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -193923.375000 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -193923.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -193970.218750 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -193970.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -194017.125000 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -194017.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -194051.250000 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -194051.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194075.640625 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -194075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194098.343750 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -194098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -194112.562500 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -194112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194123.640625 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -194123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194130.625000 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -194130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -194136.500000 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -194136.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -194140.390625 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -194140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194148.781250 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -194148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -194157.921875 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -194157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194168.890625 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -194168.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -194179.781250 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -194179.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194188.656250 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -194188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -194193.265625 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -194193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -194196.609375 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -194196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -194199.140625 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -194199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194201.609375 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -194201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194203.750000 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -194203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -194206.656250 Penalty: 2378.740723
	Iteration 25Q: 3 clusters Score -194206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -194207.531250 Penalty: 2378.740723
	Iteration 26Q: 3 clusters Score -194207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194207.968750 Penalty: 2378.740723
	Iteration 27Q: 3 clusters Score -194208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194207.968750 Penalty: 2378.740723
	Iteration 28F: 3 clusters Score -194208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -356996.156250 Penalty: 1289.823364
	Iteration 0F: 2 clusters Score -356996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -354384.593750 Penalty: 2579.646729
	Iteration 0F: 3 clusters Score -354384.6 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354995.875000 Penalty: 2579.646729
	Iteration 1F: 3 clusters Score -354995.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -355130.375000 Penalty: 2579.646729
	Iteration 2F: 3 clusters Score -355130.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -355210.500000 Penalty: 2579.646729
	Iteration 3Q: 3 clusters Score -355210.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -355250.937500 Penalty: 2579.646729
	Iteration 4Q: 3 clusters Score -355250.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -355289.875000 Penalty: 2579.646729
	Iteration 5Q: 3 clusters Score -355289.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -355331.375000 Penalty: 2579.646729
	Iteration 6Q: 3 clusters Score -355331.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -355372.593750 Penalty: 2579.646729
	Iteration 7Q: 3 clusters Score -355372.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -355419.218750 Penalty: 2579.646729
	Iteration 8Q: 3 clusters Score -355419.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -355457.843750 Penalty: 2579.646729
	Iteration 9Q: 3 clusters Score -355457.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -355488.250000 Penalty: 2579.646729
	Iteration 10Q: 3 clusters Score -355488.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -355515.531250 Penalty: 2579.646729
	Iteration 11Q: 3 clusters Score -355515.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -355539.656250 Penalty: 2579.646729
	Iteration 12Q: 3 clusters Score -355539.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -355565.343750 Penalty: 2579.646729
	Iteration 13Q: 3 clusters Score -355565.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -355587.093750 Penalty: 2579.646729
	Iteration 14Q: 3 clusters Score -355587.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -355616.812500 Penalty: 2579.646729
	Iteration 15Q: 3 clusters Score -355616.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -355653.625000 Penalty: 2579.646729
	Iteration 16Q: 3 clusters Score -355653.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -355688.312500 Penalty: 2579.646729
	Iteration 17Q: 3 clusters Score -355688.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -355715.750000 Penalty: 2579.646729
	Iteration 18Q: 3 clusters Score -355715.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -355735.093750 Penalty: 2579.646729
	Iteration 19Q: 3 clusters Score -355735.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -355752.375000 Penalty: 2579.646729
	Iteration 20F: 3 clusters Score -355752.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -355775.125000 Penalty: 2579.646729
	Iteration 21Q: 3 clusters Score -355775.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -355791.343750 Penalty: 2579.646729
	Iteration 22Q: 3 clusters Score -355791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -355798.812500 Penalty: 2579.646729
	Iteration 23Q: 3 clusters Score -355798.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -355806.968750 Penalty: 2579.646729
	Iteration 24Q: 3 clusters Score -355807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -355811.500000 Penalty: 2579.646729
	Iteration 25Q: 3 clusters Score -355811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -355814.156250 Penalty: 2579.646729
	Iteration 26Q: 3 clusters Score -355814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -355819.156250 Penalty: 2579.646729
	Iteration 27Q: 3 clusters Score -355819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -355820.937500 Penalty: 2579.646729
	Iteration 28Q: 3 clusters Score -355820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -355821.968750 Penalty: 2579.646729
	Iteration 29Q: 3 clusters Score -355822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -355822.312500 Penalty: 2579.646729
	Iteration 30Q: 3 clusters Score -355822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -355822.812500 Penalty: 2579.646729
	Iteration 31Q: 3 clusters Score -355822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -355823.437500 Penalty: 2579.646729
	Iteration 32Q: 3 clusters Score -355823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -355824.187500 Penalty: 2579.646729
	Iteration 33Q: 3 clusters Score -355824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -355825.593750 Penalty: 2579.646729
	Iteration 34Q: 3 clusters Score -355825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -355826.625000 Penalty: 2579.646729
	Iteration 35Q: 3 clusters Score -355826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -355826.312500 Penalty: 2579.646729
	Iteration 36Q: 3 clusters Score -355826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -355827.343750 Penalty: 2579.646729
	Iteration 37Q: 3 clusters Score -355827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -355828.500000 Penalty: 2579.646729
	Iteration 38Q: 3 clusters Score -355828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -355830.781250 Penalty: 2579.646729
	Iteration 39Q: 3 clusters Score -355830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -355831.687500 Penalty: 2579.646729
	Iteration 40F: 3 clusters Score -355831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -355832.218750 Penalty: 2579.646729
	Iteration 41Q: 3 clusters Score -355832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -355832.843750 Penalty: 2579.646729
	Iteration 42Q: 3 clusters Score -355832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -355832.843750 Penalty: 2579.646729
	Iteration 43Q: 3 clusters Score -355832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -355833.625000 Penalty: 2579.646729
	Iteration 44Q: 3 clusters Score -355833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -355833.625000 Penalty: 2579.646729
	Iteration 45F: 3 clusters Score -355833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -171791.453125 Penalty: 1190.122437
	Iteration 0F: 2 clusters Score -171791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -170027.390625 Penalty: 2380.244873
	Iteration 0F: 3 clusters Score -170027.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170470.781250 Penalty: 2380.244873
	Iteration 1F: 3 clusters Score -170470.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -170645.812500 Penalty: 2380.244873
	Iteration 2F: 3 clusters Score -170645.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -170762.875000 Penalty: 2380.244873
	Iteration 3F: 3 clusters Score -170762.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170861.015625 Penalty: 2380.244873
	Iteration 4F: 3 clusters Score -170861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -170933.609375 Penalty: 2380.244873
	Iteration 5Q: 3 clusters Score -170933.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171007.359375 Penalty: 2380.244873
	Iteration 6Q: 3 clusters Score -171007.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -171065.187500 Penalty: 2380.244873
	Iteration 7Q: 3 clusters Score -171065.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171130.156250 Penalty: 2380.244873
	Iteration 8Q: 3 clusters Score -171130.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171168.984375 Penalty: 2380.244873
	Iteration 9Q: 3 clusters Score -171169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -171204.531250 Penalty: 2380.244873
	Iteration 10Q: 3 clusters Score -171204.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -171240.390625 Penalty: 2380.244873
	Iteration 11Q: 3 clusters Score -171240.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -171274.812500 Penalty: 2380.244873
	Iteration 12Q: 3 clusters Score -171274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -171288.187500 Penalty: 2380.244873
	Iteration 13Q: 3 clusters Score -171288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171298.343750 Penalty: 2380.244873
	Iteration 14Q: 3 clusters Score -171298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -171308.640625 Penalty: 2380.244873
	Iteration 15Q: 3 clusters Score -171308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -171315.578125 Penalty: 2380.244873
	Iteration 16Q: 3 clusters Score -171315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -171329.406250 Penalty: 2380.244873
	Iteration 17Q: 3 clusters Score -171329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -171337.546875 Penalty: 2380.244873
	Iteration 18Q: 3 clusters Score -171337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -171342.718750 Penalty: 2380.244873
	Iteration 19Q: 3 clusters Score -171342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -171350.437500 Penalty: 2380.244873
	Iteration 20F: 3 clusters Score -171350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -171355.234375 Penalty: 2380.244873
	Iteration 21Q: 3 clusters Score -171355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -171356.390625 Penalty: 2380.244873
	Iteration 22Q: 3 clusters Score -171356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -171356.984375 Penalty: 2380.244873
	Iteration 23Q: 3 clusters Score -171357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -171358.093750 Penalty: 2380.244873
	Iteration 24Q: 3 clusters Score -171358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -171358.093750 Penalty: 2380.244873
	Iteration 25F: 3 clusters Score -171358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (103418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Entering Unmasked Estep 
Score: -13621850.000000 Penalty: 1876.311890
	Iteration 0F: 2 clusters Score -1.362185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -13564220.000000 Penalty: 3752.623779
	Iteration 0F: 3 clusters Score -1.356422e+07 nChanged 49414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -13592778.000000 Penalty: 3752.623779
	Iteration 1F: 3 clusters Score -1.359278e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -13593390.000000 Penalty: 3752.623779
	Iteration 2Q: 3 clusters Score -1.359339e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -13594475.000000 Penalty: 3752.623779
	Iteration 3Q: 3 clusters Score -1.359448e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -13596037.000000 Penalty: 3752.623779
	Iteration 4Q: 3 clusters Score -1.359604e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -13598269.000000 Penalty: 3752.623779
	Iteration 5F: 3 clusters Score -1.359827e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -13601688.000000 Penalty: 3752.623779
	Iteration 6F: 3 clusters Score -1.360169e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -13606329.000000 Penalty: 3752.623779
	Iteration 7F: 3 clusters Score -1.360633e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -13610731.000000 Penalty: 3752.623779
	Iteration 8F: 3 clusters Score -1.361073e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -13613094.000000 Penalty: 3752.623779
	Iteration 9F: 3 clusters Score -1.361309e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -13613784.000000 Penalty: 3752.623779
	Iteration 10Q: 3 clusters Score -1.361378e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -13614017.000000 Penalty: 3752.623779
	Iteration 11Q: 3 clusters Score -1.361402e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -13614224.000000 Penalty: 3752.623779
	Iteration 12Q: 3 clusters Score -1.361422e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -13614426.000000 Penalty: 3752.623779
	Iteration 13Q: 3 clusters Score -1.361443e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -13614628.000000 Penalty: 3752.623779
	Iteration 14Q: 3 clusters Score -1.361463e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -13615035.000000 Penalty: 3752.623779
	Iteration 15Q: 3 clusters Score -1.361504e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -13615658.000000 Penalty: 3752.623779
	Iteration 16Q: 3 clusters Score -1.361566e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -13616277.000000 Penalty: 3752.623779
	Iteration 17Q: 3 clusters Score -1.361628e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -13617280.000000 Penalty: 3752.623779
	Iteration 18Q: 3 clusters Score -1.361728e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -13618352.000000 Penalty: 3752.623779
	Iteration 19Q: 3 clusters Score -1.361835e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -13619405.000000 Penalty: 3752.623779
	Iteration 20F: 3 clusters Score -1.36194e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -13620502.000000 Penalty: 3752.623779
	Iteration 21Q: 3 clusters Score -1.36205e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -13621667.000000 Penalty: 3752.623779
	Iteration 22Q: 3 clusters Score -1.362167e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -13622753.000000 Penalty: 3752.623779
	Iteration 23Q: 3 clusters Score -1.362275e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -13623693.000000 Penalty: 3752.623779
	Iteration 24Q: 3 clusters Score -1.362369e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -13624598.000000 Penalty: 3752.623779
	Iteration 25Q: 3 clusters Score -1.36246e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -13625304.000000 Penalty: 3752.623779
	Iteration 26Q: 3 clusters Score -1.36253e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -13625955.000000 Penalty: 3752.623779
	Iteration 27Q: 3 clusters Score -1.362596e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -13626310.000000 Penalty: 3752.623779
	Iteration 28Q: 3 clusters Score -1.362631e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -13626576.000000 Penalty: 3752.623779
	Iteration 29Q: 3 clusters Score -1.362658e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -13626771.000000 Penalty: 3752.623779
	Iteration 30Q: 3 clusters Score -1.362677e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -13626911.000000 Penalty: 3752.623779
	Iteration 31Q: 3 clusters Score -1.362691e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -13626988.000000 Penalty: 3752.623779
	Iteration 32Q: 3 clusters Score -1.362699e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -13627107.000000 Penalty: 3752.623779
	Iteration 33Q: 3 clusters Score -1.362711e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -13627164.000000 Penalty: 3752.623779
	Iteration 34Q: 3 clusters Score -1.362716e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -13627189.000000 Penalty: 3752.623779
	Iteration 35Q: 3 clusters Score -1.362719e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -13627197.000000 Penalty: 3752.623779
	Iteration 36Q: 3 clusters Score -1.36272e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -13627189.000000 Penalty: 3752.623779
	Iteration 37Q: 3 clusters Score -1.362719e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -13627203.000000 Penalty: 3752.623779
	Iteration 38Q: 3 clusters Score -1.36272e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -13627215.000000 Penalty: 3752.623779
	Iteration 39Q: 3 clusters Score -1.362722e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -13627399.000000 Penalty: 3752.623779
	Iteration 40F: 3 clusters Score -1.36274e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -13627416.000000 Penalty: 3752.623779
	Iteration 41Q: 3 clusters Score -1.362742e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -13627442.000000 Penalty: 3752.623779
	Iteration 42Q: 3 clusters Score -1.362744e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -13627441.000000 Penalty: 3752.623779
	Iteration 43Q: 3 clusters Score -1.362744e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -13627455.000000 Penalty: 3752.623779
	Iteration 44Q: 3 clusters Score -1.362746e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -13627443.000000 Penalty: 3752.623779
	Iteration 45Q: 3 clusters Score -1.362744e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -13627483.000000 Penalty: 3752.623779
	Iteration 46Q: 3 clusters Score -1.362748e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -13627474.000000 Penalty: 3752.623779
	Iteration 47Q: 3 clusters Score -1.362747e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -13627466.000000 Penalty: 3752.623779
	Iteration 48Q: 3 clusters Score -1.362747e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -13627462.000000 Penalty: 3752.623779
	Iteration 49Q: 3 clusters Score -1.362746e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -13627500.000000 Penalty: 3752.623779
	Iteration 50Q: 3 clusters Score -1.36275e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -13627495.000000 Penalty: 3752.623779
	Iteration 51Q: 3 clusters Score -1.36275e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -13627504.000000 Penalty: 3752.623779
	Iteration 52Q: 3 clusters Score -1.36275e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -13627506.000000 Penalty: 3752.623779
	Iteration 53Q: 3 clusters Score -1.362751e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -13627490.000000 Penalty: 3752.623779
	Iteration 54Q: 3 clusters Score -1.362749e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -13627500.000000 Penalty: 3752.623779
	Iteration 55Q: 3 clusters Score -1.36275e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -13627514.000000 Penalty: 3752.623779
	Iteration 56Q: 3 clusters Score -1.362751e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -13627512.000000 Penalty: 3752.623779
	Iteration 57Q: 3 clusters Score -1.362751e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -13627506.000000 Penalty: 3752.623779
	Iteration 58Q: 3 clusters Score -1.362751e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -13627506.000000 Penalty: 3752.623779
	Iteration 59Q: 3 clusters Score -1.362751e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -13627486.000000 Penalty: 3752.623779
	Iteration 60F: 3 clusters Score -1.362749e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -13627473.000000 Penalty: 3752.623779
	Iteration 61Q: 3 clusters Score -1.362747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -13627467.000000 Penalty: 3752.623779
	Iteration 62Q: 3 clusters Score -1.362747e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -13627467.000000 Penalty: 3752.623779
	Iteration 63Q: 3 clusters Score -1.362747e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -13627482.000000 Penalty: 3752.623779
	Iteration 64Q: 3 clusters Score -1.362748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -13627489.000000 Penalty: 3752.623779
	Iteration 65Q: 3 clusters Score -1.362749e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -13627495.000000 Penalty: 3752.623779
	Iteration 66Q: 3 clusters Score -1.36275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -13627469.000000 Penalty: 3752.623779
	Iteration 67Q: 3 clusters Score -1.362747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -13627473.000000 Penalty: 3752.623779
	Iteration 68Q: 3 clusters Score -1.362747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -13627465.000000 Penalty: 3752.623779
	Iteration 69Q: 3 clusters Score -1.362746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -13627479.000000 Penalty: 3752.623779
	Iteration 70Q: 3 clusters Score -1.362748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -13627468.000000 Penalty: 3752.623779
	Iteration 71Q: 3 clusters Score -1.362747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -13627471.000000 Penalty: 3752.623779
	Iteration 72Q: 3 clusters Score -1.362747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -13627459.000000 Penalty: 3752.623779
	Iteration 73Q: 3 clusters Score -1.362746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -13627444.000000 Penalty: 3752.623779
	Iteration 74Q: 3 clusters Score -1.362744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -13627431.000000 Penalty: 3752.623779
	Iteration 75Q: 3 clusters Score -1.362743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -13627428.000000 Penalty: 3752.623779
	Iteration 76Q: 3 clusters Score -1.362743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -13627433.000000 Penalty: 3752.623779
	Iteration 77Q: 3 clusters Score -1.362743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -13627438.000000 Penalty: 3752.623779
	Iteration 78Q: 3 clusters Score -1.362744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -13627450.000000 Penalty: 3752.623779
	Iteration 79Q: 3 clusters Score -1.362745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -13627449.000000 Penalty: 3752.623779
	Iteration 80F: 3 clusters Score -1.362745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -13627453.000000 Penalty: 3752.623779
	Iteration 81Q: 3 clusters Score -1.362745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -13627453.000000 Penalty: 3752.623779
	Iteration 82Q: 3 clusters Score -1.362745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -13627442.000000 Penalty: 3752.623779
	Iteration 83Q: 3 clusters Score -1.362744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -13627447.000000 Penalty: 3752.623779
	Iteration 84Q: 3 clusters Score -1.362745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -13627442.000000 Penalty: 3752.623779
	Iteration 85Q: 3 clusters Score -1.362744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -13627444.000000 Penalty: 3752.623779
	Iteration 86Q: 3 clusters Score -1.362744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -13627442.000000 Penalty: 3752.623779
	Iteration 87Q: 3 clusters Score -1.362744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -13627434.000000 Penalty: 3752.623779
	Iteration 88Q: 3 clusters Score -1.362743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -13627445.000000 Penalty: 3752.623779
	Iteration 89Q: 3 clusters Score -1.362744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -13627445.000000 Penalty: 3752.623779
	Iteration 90F: 3 clusters Score -1.362744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50581 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15032 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65653 members 
Mstep: Class 10 contains 72570 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84782 members 
Mstep: Class 13 contains 28030 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 77876 members 
Mstep: Class 22 contains 37165 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78448 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69247 members 
Mstep: Class 30 contains 12872 members 
Mstep: Class 31 contains 75400 members 
Mstep: Class 32 contains 81559 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 56921 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 29312 members 
Mstep: Class 39 contains 46497 members 
Entering Unmasked Estep 
Score: -127786712.000000 Penalty: 87559.406250
Splitting cluster 36 changes total score from -127781216.000000 to -127786712.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 37 (11536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Entering Unmasked Estep 
Score: -1523501.500000 Penalty: 1519.899536
	Iteration 0F: 2 clusters Score -1523502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1515328.875000 Penalty: 3039.799072
	Iteration 0F: 3 clusters Score -1515329 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1517979.250000 Penalty: 3039.799072
	Iteration 1F: 3 clusters Score -1517979 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1518282.000000 Penalty: 3039.799072
	Iteration 2F: 3 clusters Score -1518282 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1518603.875000 Penalty: 3039.799072
	Iteration 3F: 3 clusters Score -1518604 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1518970.125000 Penalty: 3039.799072
	Iteration 4Q: 3 clusters Score -1518970 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1519416.875000 Penalty: 3039.799072
	Iteration 5Q: 3 clusters Score -1519417 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1519847.625000 Penalty: 3039.799072
	Iteration 6Q: 3 clusters Score -1519848 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1520259.625000 Penalty: 3039.799072
	Iteration 7Q: 3 clusters Score -1520260 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1520661.750000 Penalty: 3039.799072
	Iteration 8Q: 3 clusters Score -1520662 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1520975.000000 Penalty: 3039.799072
	Iteration 9Q: 3 clusters Score -1520975 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1521192.000000 Penalty: 3039.799072
	Iteration 10Q: 3 clusters Score -1521192 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1521371.500000 Penalty: 3039.799072
	Iteration 11Q: 3 clusters Score -1521372 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1521502.375000 Penalty: 3039.799072
	Iteration 12Q: 3 clusters Score -1521502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1521613.875000 Penalty: 3039.799072
	Iteration 13Q: 3 clusters Score -1521614 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1521684.000000 Penalty: 3039.799072
	Iteration 14Q: 3 clusters Score -1521684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1521746.000000 Penalty: 3039.799072
	Iteration 15Q: 3 clusters Score -1521746 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1521785.125000 Penalty: 3039.799072
	Iteration 16Q: 3 clusters Score -1521785 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1521823.375000 Penalty: 3039.799072
	Iteration 17Q: 3 clusters Score -1521823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1521856.500000 Penalty: 3039.799072
	Iteration 18Q: 3 clusters Score -1521856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1521892.750000 Penalty: 3039.799072
	Iteration 19Q: 3 clusters Score -1521893 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1521927.625000 Penalty: 3039.799072
	Iteration 20F: 3 clusters Score -1521928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1521967.875000 Penalty: 3039.799072
	Iteration 21Q: 3 clusters Score -1521968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1521991.750000 Penalty: 3039.799072
	Iteration 22Q: 3 clusters Score -1521992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1522021.625000 Penalty: 3039.799072
	Iteration 23Q: 3 clusters Score -1522022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1522049.875000 Penalty: 3039.799072
	Iteration 24Q: 3 clusters Score -1522050 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1522082.000000 Penalty: 3039.799072
	Iteration 25Q: 3 clusters Score -1522082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1522097.250000 Penalty: 3039.799072
	Iteration 26Q: 3 clusters Score -1522097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1522122.000000 Penalty: 3039.799072
	Iteration 27Q: 3 clusters Score -1522122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1522159.125000 Penalty: 3039.799072
	Iteration 28Q: 3 clusters Score -1522159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1522187.875000 Penalty: 3039.799072
	Iteration 29Q: 3 clusters Score -1522188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1522217.875000 Penalty: 3039.799072
	Iteration 30Q: 3 clusters Score -1522218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1522237.250000 Penalty: 3039.799072
	Iteration 31Q: 3 clusters Score -1522237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1522263.375000 Penalty: 3039.799072
	Iteration 32Q: 3 clusters Score -1522263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1522287.750000 Penalty: 3039.799072
	Iteration 33Q: 3 clusters Score -1522288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1522313.500000 Penalty: 3039.799072
	Iteration 34Q: 3 clusters Score -1522314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1522334.250000 Penalty: 3039.799072
	Iteration 35Q: 3 clusters Score -1522334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1522340.375000 Penalty: 3039.799072
	Iteration 36Q: 3 clusters Score -1522340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1522347.375000 Penalty: 3039.799072
	Iteration 37Q: 3 clusters Score -1522347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1522354.000000 Penalty: 3039.799072
	Iteration 38Q: 3 clusters Score -1522354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1522362.000000 Penalty: 3039.799072
	Iteration 39Q: 3 clusters Score -1522362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1522360.875000 Penalty: 3039.799072
	Iteration 40F: 3 clusters Score -1522361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1522366.250000 Penalty: 3039.799072
	Iteration 41Q: 3 clusters Score -1522366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1522368.750000 Penalty: 3039.799072
	Iteration 42Q: 3 clusters Score -1522369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1522371.375000 Penalty: 3039.799072
	Iteration 43Q: 3 clusters Score -1522371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1522378.000000 Penalty: 3039.799072
	Iteration 44Q: 3 clusters Score -1522378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1522378.750000 Penalty: 3039.799072
	Iteration 45Q: 3 clusters Score -1522379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1522381.375000 Penalty: 3039.799072
	Iteration 46Q: 3 clusters Score -1522381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1522379.500000 Penalty: 3039.799072
	Iteration 47Q: 3 clusters Score -1522380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1522380.125000 Penalty: 3039.799072
	Iteration 48Q: 3 clusters Score -1522380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1522384.125000 Penalty: 3039.799072
	Iteration 49Q: 3 clusters Score -1522384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1522386.250000 Penalty: 3039.799072
	Iteration 50Q: 3 clusters Score -1522386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1522388.875000 Penalty: 3039.799072
	Iteration 51Q: 3 clusters Score -1522389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1522390.375000 Penalty: 3039.799072
	Iteration 52Q: 3 clusters Score -1522390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1522387.250000 Penalty: 3039.799072
	Iteration 53Q: 3 clusters Score -1522387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1522387.875000 Penalty: 3039.799072
	Iteration 54Q: 3 clusters Score -1522388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1522387.875000 Penalty: 3039.799072
	Iteration 55F: 3 clusters Score -1522388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (29312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Entering Unmasked Estep 
Score: -3863033.750000 Penalty: 1671.434692
	Iteration 0F: 2 clusters Score -3863034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3843239.750000 Penalty: 3342.869385
	Iteration 0F: 3 clusters Score -3843240 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3850916.500000 Penalty: 3342.869385
	Iteration 1F: 3 clusters Score -3850916 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3851366.750000 Penalty: 3342.869385
	Iteration 2Q: 3 clusters Score -3851367 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3851900.250000 Penalty: 3342.869385
	Iteration 3Q: 3 clusters Score -3851900 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3852606.750000 Penalty: 3342.869385
	Iteration 4F: 3 clusters Score -3852607 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3853545.250000 Penalty: 3342.869385
	Iteration 5F: 3 clusters Score -3853545 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3854767.000000 Penalty: 3342.869385
	Iteration 6F: 3 clusters Score -3854767 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3856196.500000 Penalty: 3342.869385
	Iteration 7F: 3 clusters Score -3856196 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3857737.750000 Penalty: 3342.869385
	Iteration 8F: 3 clusters Score -3857738 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3859153.500000 Penalty: 3342.869385
	Iteration 9F: 3 clusters Score -3859154 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3860205.750000 Penalty: 3342.869385
	Iteration 10Q: 3 clusters Score -3860206 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3860878.250000 Penalty: 3342.869385
	Iteration 11Q: 3 clusters Score -3860878 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3861231.500000 Penalty: 3342.869385
	Iteration 12Q: 3 clusters Score -3861232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3861397.250000 Penalty: 3342.869385
	Iteration 13Q: 3 clusters Score -3861397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3861472.500000 Penalty: 3342.869385
	Iteration 14Q: 3 clusters Score -3861472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3861522.250000 Penalty: 3342.869385
	Iteration 15Q: 3 clusters Score -3861522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3861543.000000 Penalty: 3342.869385
	Iteration 16Q: 3 clusters Score -3861543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3861552.000000 Penalty: 3342.869385
	Iteration 17Q: 3 clusters Score -3861552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3861557.500000 Penalty: 3342.869385
	Iteration 18Q: 3 clusters Score -3861558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3861564.000000 Penalty: 3342.869385
	Iteration 19Q: 3 clusters Score -3861564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3861565.750000 Penalty: 3342.869385
	Iteration 20F: 3 clusters Score -3861566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3861574.500000 Penalty: 3342.869385
	Iteration 21Q: 3 clusters Score -3861574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3861580.250000 Penalty: 3342.869385
	Iteration 22Q: 3 clusters Score -3861580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3861583.750000 Penalty: 3342.869385
	Iteration 23Q: 3 clusters Score -3861584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3861582.250000 Penalty: 3342.869385
	Iteration 24Q: 3 clusters Score -3861582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3861582.250000 Penalty: 3342.869385
	Iteration 25F: 3 clusters Score -3861582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50581 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15032 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65653 members 
Mstep: Class 10 contains 72570 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 84782 members 
Mstep: Class 13 contains 28030 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 77876 members 
Mstep: Class 22 contains 37165 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78448 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69247 members 
Mstep: Class 30 contains 12872 members 
Mstep: Class 31 contains 75400 members 
Mstep: Class 32 contains 81559 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 56921 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 29312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788448.000000 Penalty: 87559.406250
Iteration 279Q: 40 clusters Score -1.277884e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50573 members 
Mstep: Class 3 contains 15893 members 
Mstep: Class 4 contains 8476 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 65146 members 
Mstep: Class 10 contains 72577 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 84797 members 
Mstep: Class 13 contains 28050 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3211 members 
Mstep: Class 21 contains 77844 members 
Mstep: Class 22 contains 37161 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78466 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 69407 members 
Mstep: Class 30 contains 12870 members 
Mstep: Class 31 contains 75403 members 
Mstep: Class 32 contains 81557 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 57981 members 
Mstep: Class 37 contains 11538 members 
Mstep: Class 38 contains 28993 members 
Mstep: Class 39 contains 45960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789824.000000 Penalty: 87559.406250
Iteration 280F: 40 clusters Score -1.277898e+08 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50587 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 8480 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15022 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 72573 members 
Mstep: Class 11 contains 8337 members 
Mstep: Class 12 contains 84858 members 
Mstep: Class 13 contains 28028 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 10278 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 5018 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 77827 members 
Mstep: Class 22 contains 37152 members 
Mstep: Class 23 contains 20798 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78489 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 67853 members 
Mstep: Class 30 contains 12862 members 
Mstep: Class 31 contains 75392 members 
Mstep: Class 32 contains 81556 members 
Mstep: Class 33 contains 1488 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 58649 members 
Mstep: Class 37 contains 11543 members 
Mstep: Class 38 contains 28675 members 
Mstep: Class 39 contains 48277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791168.000000 Penalty: 87559.406250
Iteration 281Q: 40 clusters Score -1.277912e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50575 members 
Mstep: Class 3 contains 15461 members 
Mstep: Class 4 contains 8482 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15013 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63652 members 
Mstep: Class 10 contains 72602 members 
Mstep: Class 11 contains 8330 members 
Mstep: Class 12 contains 84917 members 
Mstep: Class 13 contains 28030 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10269 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 5030 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 77805 members 
Mstep: Class 22 contains 37140 members 
Mstep: Class 23 contains 20812 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78478 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 66350 members 
Mstep: Class 30 contains 12854 members 
Mstep: Class 31 contains 75394 members 
Mstep: Class 32 contains 81556 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 59366 members 
Mstep: Class 37 contains 11542 members 
Mstep: Class 38 contains 28472 members 
Mstep: Class 39 contains 50053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791848.000000 Penalty: 87559.406250
Iteration 282Q: 40 clusters Score -1.277918e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 50566 members 
Mstep: Class 3 contains 15299 members 
Mstep: Class 4 contains 8487 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 63168 members 
Mstep: Class 10 contains 72638 members 
Mstep: Class 11 contains 8323 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 28031 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 10260 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 5033 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 77757 members 
Mstep: Class 22 contains 37126 members 
Mstep: Class 23 contains 20817 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78487 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 64683 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 75416 members 
Mstep: Class 32 contains 81542 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 60088 members 
Mstep: Class 37 contains 11543 members 
Mstep: Class 38 contains 28276 members 
Mstep: Class 39 contains 51808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792296.000000 Penalty: 87559.406250
Iteration 283Q: 40 clusters Score -1.277923e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 50563 members 
Mstep: Class 3 contains 15157 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 62764 members 
Mstep: Class 10 contains 72674 members 
Mstep: Class 11 contains 8308 members 
Mstep: Class 12 contains 85055 members 
Mstep: Class 13 contains 28032 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 10255 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 4807 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 21 contains 77707 members 
Mstep: Class 22 contains 37119 members 
Mstep: Class 23 contains 20828 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78501 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 62714 members 
Mstep: Class 30 contains 12855 members 
Mstep: Class 31 contains 75410 members 
Mstep: Class 32 contains 81534 members 
Mstep: Class 33 contains 1469 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 60894 members 
Mstep: Class 37 contains 11543 members 
Mstep: Class 38 contains 28160 members 
Mstep: Class 39 contains 53652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792656.000000 Penalty: 87559.406250
Iteration 284Q: 40 clusters Score -1.277927e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 50560 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 62409 members 
Mstep: Class 10 contains 72715 members 
Mstep: Class 11 contains 8286 members 
Mstep: Class 12 contains 85116 members 
Mstep: Class 13 contains 28037 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 10250 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 5011 members 
Mstep: Class 18 contains 4805 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 77692 members 
Mstep: Class 22 contains 37106 members 
Mstep: Class 23 contains 20845 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78515 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 60633 members 
Mstep: Class 30 contains 12871 members 
Mstep: Class 31 contains 75396 members 
Mstep: Class 32 contains 81520 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 61760 members 
Mstep: Class 37 contains 11545 members 
Mstep: Class 38 contains 28044 members 
Mstep: Class 39 contains 55460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793256.000000 Penalty: 87559.406250
Iteration 285Q: 40 clusters Score -1.277933e+08 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 50552 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15001 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 62126 members 
Mstep: Class 10 contains 72757 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 85158 members 
Mstep: Class 13 contains 28044 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 10247 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 77697 members 
Mstep: Class 22 contains 37093 members 
Mstep: Class 23 contains 20858 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78513 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 58388 members 
Mstep: Class 30 contains 12884 members 
Mstep: Class 31 contains 75382 members 
Mstep: Class 32 contains 81507 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 62787 members 
Mstep: Class 37 contains 11549 members 
Mstep: Class 38 contains 27918 members 
Mstep: Class 39 contains 57187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793656.000000 Penalty: 87559.406250
Iteration 286Q: 40 clusters Score -1.277937e+08 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 50537 members 
Mstep: Class 3 contains 14863 members 
Mstep: Class 4 contains 8494 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61893 members 
Mstep: Class 10 contains 72801 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 85190 members 
Mstep: Class 13 contains 28059 members 
Mstep: Class 14 contains 5361 members 
Mstep: Class 15 contains 10236 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 4973 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 77697 members 
Mstep: Class 22 contains 37081 members 
Mstep: Class 23 contains 20871 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78505 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 56036 members 
Mstep: Class 30 contains 12892 members 
Mstep: Class 31 contains 75380 members 
Mstep: Class 32 contains 81496 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 63775 members 
Mstep: Class 37 contains 11553 members 
Mstep: Class 38 contains 27808 members 
Mstep: Class 39 contains 58970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793904.000000 Penalty: 87559.406250
Iteration 287Q: 40 clusters Score -1.277939e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50536 members 
Mstep: Class 3 contains 14774 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61681 members 
Mstep: Class 10 contains 72836 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 85192 members 
Mstep: Class 13 contains 28065 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 10226 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 4804 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 3025 members 
Mstep: Class 21 contains 77697 members 
Mstep: Class 22 contains 37070 members 
Mstep: Class 23 contains 20891 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78489 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 53514 members 
Mstep: Class 30 contains 12903 members 
Mstep: Class 31 contains 75372 members 
Mstep: Class 32 contains 81499 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1518 members 
Mstep: Class 36 contains 64943 members 
Mstep: Class 37 contains 11557 members 
Mstep: Class 38 contains 27732 members 
Mstep: Class 39 contains 60721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793744.000000 Penalty: 87559.406250
Iteration 288Q: 40 clusters Score -1.277937e+08 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50525 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15001 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61496 members 
Mstep: Class 10 contains 72867 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 85207 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 5355 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 5005 members 
Mstep: Class 18 contains 4802 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 77712 members 
Mstep: Class 22 contains 37051 members 
Mstep: Class 23 contains 20911 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78454 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 51156 members 
Mstep: Class 30 contains 12911 members 
Mstep: Class 31 contains 75354 members 
Mstep: Class 32 contains 81517 members 
Mstep: Class 33 contains 1460 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 66069 members 
Mstep: Class 37 contains 11564 members 
Mstep: Class 38 contains 27671 members 
Mstep: Class 39 contains 62274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793560.000000 Penalty: 87559.406250
Iteration 289Q: 40 clusters Score -1.277936e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50508 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 4 contains 8505 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 15002 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61341 members 
Mstep: Class 10 contains 72892 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 85224 members 
Mstep: Class 13 contains 28096 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 10211 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 77726 members 
Mstep: Class 22 contains 37041 members 
Mstep: Class 23 contains 20928 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78425 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 49087 members 
Mstep: Class 30 contains 12906 members 
Mstep: Class 31 contains 75334 members 
Mstep: Class 32 contains 81530 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 67194 members 
Mstep: Class 37 contains 11569 members 
Mstep: Class 38 contains 27623 members 
Mstep: Class 39 contains 63455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793152.000000 Penalty: 87559.406250
Iteration 290Q: 40 clusters Score -1.277932e+08 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 50500 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61235 members 
Mstep: Class 10 contains 72912 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 85228 members 
Mstep: Class 13 contains 28114 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10207 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 77719 members 
Mstep: Class 22 contains 37026 members 
Mstep: Class 23 contains 20944 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78410 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 47348 members 
Mstep: Class 30 contains 12911 members 
Mstep: Class 31 contains 75331 members 
Mstep: Class 32 contains 81548 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 68328 members 
Mstep: Class 37 contains 11573 members 
Mstep: Class 38 contains 27567 members 
Mstep: Class 39 contains 64188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792616.000000 Penalty: 87559.406250
Iteration 291Q: 40 clusters Score -1.277926e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 50488 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61151 members 
Mstep: Class 10 contains 72935 members 
Mstep: Class 11 contains 8182 members 
Mstep: Class 12 contains 85258 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10201 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 77710 members 
Mstep: Class 22 contains 37003 members 
Mstep: Class 23 contains 20952 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78380 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 45891 members 
Mstep: Class 30 contains 12923 members 
Mstep: Class 31 contains 75337 members 
Mstep: Class 32 contains 81557 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69465 members 
Mstep: Class 37 contains 11575 members 
Mstep: Class 38 contains 27503 members 
Mstep: Class 39 contains 64639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792120.000000 Penalty: 87559.406250
Iteration 292Q: 40 clusters Score -1.277921e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 50477 members 
Mstep: Class 3 contains 14468 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61123 members 
Mstep: Class 10 contains 72954 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 85259 members 
Mstep: Class 13 contains 28148 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10191 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 5354 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 77707 members 
Mstep: Class 22 contains 36990 members 
Mstep: Class 23 contains 20957 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78358 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 44731 members 
Mstep: Class 30 contains 12932 members 
Mstep: Class 31 contains 75351 members 
Mstep: Class 32 contains 81575 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 70519 members 
Mstep: Class 37 contains 11576 members 
Mstep: Class 38 contains 27404 members 
Mstep: Class 39 contains 64825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791864.000000 Penalty: 87559.406250
Iteration 293Q: 40 clusters Score -1.277919e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 50467 members 
Mstep: Class 3 contains 14444 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61098 members 
Mstep: Class 10 contains 72962 members 
Mstep: Class 11 contains 8160 members 
Mstep: Class 12 contains 85260 members 
Mstep: Class 13 contains 28167 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10185 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 77713 members 
Mstep: Class 22 contains 36986 members 
Mstep: Class 23 contains 20965 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78336 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 43864 members 
Mstep: Class 30 contains 12938 members 
Mstep: Class 31 contains 75350 members 
Mstep: Class 32 contains 81601 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 71475 members 
Mstep: Class 37 contains 11579 members 
Mstep: Class 38 contains 27300 members 
Mstep: Class 39 contains 64822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791688.000000 Penalty: 87559.406250
Iteration 294Q: 40 clusters Score -1.277917e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50464 members 
Mstep: Class 3 contains 14441 members 
Mstep: Class 4 contains 8514 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61073 members 
Mstep: Class 10 contains 72964 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 85267 members 
Mstep: Class 13 contains 28177 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 5493 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 77713 members 
Mstep: Class 22 contains 36973 members 
Mstep: Class 23 contains 20975 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78324 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 43269 members 
Mstep: Class 30 contains 12942 members 
Mstep: Class 31 contains 75334 members 
Mstep: Class 32 contains 81627 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 72414 members 
Mstep: Class 37 contains 11579 members 
Mstep: Class 38 contains 27218 members 
Mstep: Class 39 contains 64544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791688.000000 Penalty: 87559.406250
Iteration 295Q: 40 clusters Score -1.277917e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50454 members 
Mstep: Class 3 contains 14437 members 
Mstep: Class 4 contains 8515 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61049 members 
Mstep: Class 10 contains 72962 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 85283 members 
Mstep: Class 13 contains 28176 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10174 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 77718 members 
Mstep: Class 22 contains 36966 members 
Mstep: Class 23 contains 20980 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78308 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 42795 members 
Mstep: Class 30 contains 12947 members 
Mstep: Class 31 contains 75331 members 
Mstep: Class 32 contains 81654 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 73360 members 
Mstep: Class 37 contains 11581 members 
Mstep: Class 38 contains 27074 members 
Mstep: Class 39 contains 64214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791712.000000 Penalty: 87559.406250
Iteration 296Q: 40 clusters Score -1.277917e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50450 members 
Mstep: Class 3 contains 14437 members 
Mstep: Class 4 contains 8516 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61036 members 
Mstep: Class 10 contains 72965 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 85280 members 
Mstep: Class 13 contains 28182 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10165 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 5564 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 77706 members 
Mstep: Class 22 contains 36962 members 
Mstep: Class 23 contains 20983 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78300 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 42430 members 
Mstep: Class 30 contains 12947 members 
Mstep: Class 31 contains 75335 members 
Mstep: Class 32 contains 81666 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 74264 members 
Mstep: Class 37 contains 11590 members 
Mstep: Class 38 contains 26878 members 
Mstep: Class 39 contains 63878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791584.000000 Penalty: 87559.406250
Iteration 297Q: 40 clusters Score -1.277916e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50440 members 
Mstep: Class 3 contains 14446 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 72962 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 85304 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10155 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 77692 members 
Mstep: Class 22 contains 36955 members 
Mstep: Class 23 contains 20984 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78295 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 42114 members 
Mstep: Class 30 contains 12952 members 
Mstep: Class 31 contains 75323 members 
Mstep: Class 32 contains 81686 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 75120 members 
Mstep: Class 37 contains 11590 members 
Mstep: Class 38 contains 26641 members 
Mstep: Class 39 contains 63559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791528.000000 Penalty: 87559.406250
Iteration 298Q: 40 clusters Score -1.277915e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50450 members 
Mstep: Class 3 contains 14455 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61068 members 
Mstep: Class 10 contains 72938 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 85300 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10151 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77669 members 
Mstep: Class 22 contains 36953 members 
Mstep: Class 23 contains 20987 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78310 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 41854 members 
Mstep: Class 30 contains 12948 members 
Mstep: Class 31 contains 75316 members 
Mstep: Class 32 contains 81713 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 75874 members 
Mstep: Class 37 contains 11593 members 
Mstep: Class 38 contains 26329 members 
Mstep: Class 39 contains 63301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791392.000000 Penalty: 87559.406250
Iteration 299Q: 40 clusters Score -1.277914e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50443 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 8528 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61110 members 
Mstep: Class 10 contains 72933 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 85295 members 
Mstep: Class 13 contains 28182 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10148 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 77646 members 
Mstep: Class 22 contains 36951 members 
Mstep: Class 23 contains 20987 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78316 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 41618 members 
Mstep: Class 30 contains 12956 members 
Mstep: Class 31 contains 75316 members 
Mstep: Class 32 contains 81727 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 76611 members 
Mstep: Class 37 contains 11596 members 
Mstep: Class 38 contains 25982 members 
Mstep: Class 39 contains 63073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791808.000000 Penalty: 87559.406250
Iteration 300F: 40 clusters Score -1.277918e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50435 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 8528 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61140 members 
Mstep: Class 10 contains 72945 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 85296 members 
Mstep: Class 13 contains 28179 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10145 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 5757 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77636 members 
Mstep: Class 22 contains 36947 members 
Mstep: Class 23 contains 20984 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78307 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 39749 members 
Mstep: Class 30 contains 12962 members 
Mstep: Class 31 contains 75316 members 
Mstep: Class 32 contains 81734 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 77294 members 
Mstep: Class 37 contains 11596 members 
Mstep: Class 38 contains 25622 members 
Mstep: Class 39 contains 64552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791472.000000 Penalty: 87559.406250
Iteration 301Q: 40 clusters Score -1.277915e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50437 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 8530 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61167 members 
Mstep: Class 10 contains 72948 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 85267 members 
Mstep: Class 13 contains 28179 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10141 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 5804 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 77622 members 
Mstep: Class 22 contains 36947 members 
Mstep: Class 23 contains 20984 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78296 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 38170 members 
Mstep: Class 30 contains 12963 members 
Mstep: Class 31 contains 75319 members 
Mstep: Class 32 contains 81745 members 
Mstep: Class 33 contains 1447 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 77879 members 
Mstep: Class 37 contains 11601 members 
Mstep: Class 38 contains 25261 members 
Mstep: Class 39 contains 65861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790784.000000 Penalty: 87559.406250
Iteration 302Q: 40 clusters Score -1.277908e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50448 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61199 members 
Mstep: Class 10 contains 72962 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 85254 members 
Mstep: Class 13 contains 28175 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10136 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 77614 members 
Mstep: Class 22 contains 36940 members 
Mstep: Class 23 contains 20986 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78276 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 36756 members 
Mstep: Class 30 contains 12966 members 
Mstep: Class 31 contains 75319 members 
Mstep: Class 32 contains 81758 members 
Mstep: Class 33 contains 1448 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 78331 members 
Mstep: Class 37 contains 11606 members 
Mstep: Class 38 contains 24890 members 
Mstep: Class 39 contains 67101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790320.000000 Penalty: 87559.406250
Iteration 303Q: 40 clusters Score -1.277903e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50450 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61218 members 
Mstep: Class 10 contains 72977 members 
Mstep: Class 11 contains 8105 members 
Mstep: Class 12 contains 85242 members 
Mstep: Class 13 contains 28176 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10126 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 77619 members 
Mstep: Class 22 contains 36939 members 
Mstep: Class 23 contains 20987 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78249 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 35472 members 
Mstep: Class 30 contains 12970 members 
Mstep: Class 31 contains 75327 members 
Mstep: Class 32 contains 81770 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 78694 members 
Mstep: Class 37 contains 11605 members 
Mstep: Class 38 contains 24526 members 
Mstep: Class 39 contains 68332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790224.000000 Penalty: 87559.406250
Iteration 304Q: 40 clusters Score -1.277902e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50456 members 
Mstep: Class 3 contains 14512 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61248 members 
Mstep: Class 10 contains 72996 members 
Mstep: Class 11 contains 8096 members 
Mstep: Class 12 contains 85215 members 
Mstep: Class 13 contains 28173 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10118 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2771 members 
Mstep: Class 21 contains 77614 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 20994 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78225 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 34322 members 
Mstep: Class 30 contains 12973 members 
Mstep: Class 31 contains 75325 members 
Mstep: Class 32 contains 81779 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 78925 members 
Mstep: Class 37 contains 11607 members 
Mstep: Class 38 contains 24191 members 
Mstep: Class 39 contains 69510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789824.000000 Penalty: 87559.406250
Iteration 305Q: 40 clusters Score -1.277898e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 50450 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61263 members 
Mstep: Class 10 contains 73017 members 
Mstep: Class 11 contains 8086 members 
Mstep: Class 12 contains 85183 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10113 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 77613 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 21000 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78204 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 33291 members 
Mstep: Class 30 contains 12974 members 
Mstep: Class 31 contains 75327 members 
Mstep: Class 32 contains 81785 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 79042 members 
Mstep: Class 37 contains 11607 members 
Mstep: Class 38 contains 23893 members 
Mstep: Class 39 contains 70684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789680.000000 Penalty: 87559.406250
Iteration 306Q: 40 clusters Score -1.277897e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50455 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61312 members 
Mstep: Class 10 contains 73023 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 85162 members 
Mstep: Class 13 contains 28189 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 5995 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 77609 members 
Mstep: Class 22 contains 36940 members 
Mstep: Class 23 contains 21004 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78178 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 32302 members 
Mstep: Class 30 contains 12986 members 
Mstep: Class 31 contains 75334 members 
Mstep: Class 32 contains 81813 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 79119 members 
Mstep: Class 37 contains 11604 members 
Mstep: Class 38 contains 23553 members 
Mstep: Class 39 contains 71829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789104.000000 Penalty: 87559.406250
Iteration 307Q: 40 clusters Score -1.277891e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50460 members 
Mstep: Class 3 contains 14583 members 
Mstep: Class 4 contains 8547 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 73024 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 85160 members 
Mstep: Class 13 contains 28189 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 77609 members 
Mstep: Class 22 contains 36933 members 
Mstep: Class 23 contains 21011 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78156 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 31435 members 
Mstep: Class 30 contains 12992 members 
Mstep: Class 31 contains 75346 members 
Mstep: Class 32 contains 81833 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 79139 members 
Mstep: Class 37 contains 11603 members 
Mstep: Class 38 contains 23207 members 
Mstep: Class 39 contains 72878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788696.000000 Penalty: 87559.406250
Iteration 308Q: 40 clusters Score -1.277887e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50459 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61449 members 
Mstep: Class 10 contains 73023 members 
Mstep: Class 11 contains 8071 members 
Mstep: Class 12 contains 85154 members 
Mstep: Class 13 contains 28188 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 77610 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 21011 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78146 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 30709 members 
Mstep: Class 30 contains 13000 members 
Mstep: Class 31 contains 75352 members 
Mstep: Class 32 contains 81852 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 79008 members 
Mstep: Class 37 contains 11603 members 
Mstep: Class 38 contains 22917 members 
Mstep: Class 39 contains 73916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788408.000000 Penalty: 87559.406250
Iteration 309Q: 40 clusters Score -1.277884e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50465 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61523 members 
Mstep: Class 10 contains 73020 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 85165 members 
Mstep: Class 13 contains 28184 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10104 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 77601 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 21012 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78135 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 30086 members 
Mstep: Class 30 contains 13005 members 
Mstep: Class 31 contains 75360 members 
Mstep: Class 32 contains 81866 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 78769 members 
Mstep: Class 37 contains 11602 members 
Mstep: Class 38 contains 22647 members 
Mstep: Class 39 contains 74925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788328.000000 Penalty: 87559.406250
Iteration 310Q: 40 clusters Score -1.277883e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50469 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61569 members 
Mstep: Class 10 contains 73028 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 85195 members 
Mstep: Class 13 contains 28185 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10105 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 77595 members 
Mstep: Class 22 contains 36929 members 
Mstep: Class 23 contains 21014 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78112 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 29565 members 
Mstep: Class 30 contains 13013 members 
Mstep: Class 31 contains 75359 members 
Mstep: Class 32 contains 81874 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 78475 members 
Mstep: Class 37 contains 11600 members 
Mstep: Class 38 contains 22377 members 
Mstep: Class 39 contains 75915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787912.000000 Penalty: 87559.406250
Iteration 311Q: 40 clusters Score -1.277879e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50470 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61609 members 
Mstep: Class 10 contains 73039 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 85212 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10103 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 77587 members 
Mstep: Class 22 contains 36933 members 
Mstep: Class 23 contains 21012 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78082 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 29124 members 
Mstep: Class 30 contains 13012 members 
Mstep: Class 31 contains 75366 members 
Mstep: Class 32 contains 81891 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 78128 members 
Mstep: Class 37 contains 11600 members 
Mstep: Class 38 contains 22162 members 
Mstep: Class 39 contains 76887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788048.000000 Penalty: 87559.406250
Iteration 312Q: 40 clusters Score -1.27788e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50474 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61632 members 
Mstep: Class 10 contains 73032 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 85220 members 
Mstep: Class 13 contains 28173 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10102 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 77583 members 
Mstep: Class 22 contains 36931 members 
Mstep: Class 23 contains 21012 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78068 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28785 members 
Mstep: Class 30 contains 13017 members 
Mstep: Class 31 contains 75374 members 
Mstep: Class 32 contains 81905 members 
Mstep: Class 33 contains 1452 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 77620 members 
Mstep: Class 37 contains 11601 members 
Mstep: Class 38 contains 21987 members 
Mstep: Class 39 contains 77869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787880.000000 Penalty: 87559.406250
Iteration 313Q: 40 clusters Score -1.277879e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50473 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61662 members 
Mstep: Class 10 contains 73040 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 85230 members 
Mstep: Class 13 contains 28177 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10103 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2782 members 
Mstep: Class 21 contains 77587 members 
Mstep: Class 22 contains 36931 members 
Mstep: Class 23 contains 21009 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78042 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28501 members 
Mstep: Class 30 contains 13019 members 
Mstep: Class 31 contains 75379 members 
Mstep: Class 32 contains 81912 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 77043 members 
Mstep: Class 37 contains 11602 members 
Mstep: Class 38 contains 21836 members 
Mstep: Class 39 contains 78807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788040.000000 Penalty: 87559.406250
Iteration 314Q: 40 clusters Score -1.27788e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50478 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61692 members 
Mstep: Class 10 contains 73040 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 85238 members 
Mstep: Class 13 contains 28174 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10103 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 77593 members 
Mstep: Class 22 contains 36929 members 
Mstep: Class 23 contains 21006 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78023 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28267 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 75382 members 
Mstep: Class 32 contains 81919 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 76455 members 
Mstep: Class 37 contains 11604 members 
Mstep: Class 38 contains 21706 members 
Mstep: Class 39 contains 79697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787888.000000 Penalty: 87559.406250
Iteration 315Q: 40 clusters Score -1.277879e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14974 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61717 members 
Mstep: Class 10 contains 73046 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 85247 members 
Mstep: Class 13 contains 28168 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10102 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2775 members 
Mstep: Class 21 contains 77592 members 
Mstep: Class 22 contains 36930 members 
Mstep: Class 23 contains 21005 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78008 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28083 members 
Mstep: Class 30 contains 13014 members 
Mstep: Class 31 contains 75383 members 
Mstep: Class 32 contains 81922 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 75824 members 
Mstep: Class 37 contains 11608 members 
Mstep: Class 38 contains 21619 members 
Mstep: Class 39 contains 80545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787720.000000 Penalty: 87559.406250
Iteration 316Q: 40 clusters Score -1.277877e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50474 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14974 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61734 members 
Mstep: Class 10 contains 73051 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 85238 members 
Mstep: Class 13 contains 28166 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10098 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2771 members 
Mstep: Class 21 contains 77599 members 
Mstep: Class 22 contains 36929 members 
Mstep: Class 23 contains 21003 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 78000 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27901 members 
Mstep: Class 30 contains 13018 members 
Mstep: Class 31 contains 75377 members 
Mstep: Class 32 contains 81928 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 75198 members 
Mstep: Class 37 contains 11610 members 
Mstep: Class 38 contains 21569 members 
Mstep: Class 39 contains 81370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787856.000000 Penalty: 87559.406250
Iteration 317Q: 40 clusters Score -1.277879e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50473 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 8557 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61756 members 
Mstep: Class 10 contains 73055 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 85230 members 
Mstep: Class 13 contains 28162 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10093 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 77601 members 
Mstep: Class 22 contains 36932 members 
Mstep: Class 23 contains 21004 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77987 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27779 members 
Mstep: Class 30 contains 13013 members 
Mstep: Class 31 contains 75376 members 
Mstep: Class 32 contains 81936 members 
Mstep: Class 33 contains 1461 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 74605 members 
Mstep: Class 37 contains 11614 members 
Mstep: Class 38 contains 21537 members 
Mstep: Class 39 contains 82089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787992.000000 Penalty: 87559.406250
Iteration 318Q: 40 clusters Score -1.27788e+08 nChanged 1058
Entering ConstructFrom: 
Score: -127787992.000000 Penalty: 87559.406250
Entering ConstructFrom: 
Trying to split cluster 1 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -465213.093750 Penalty: 1336.905029
	Iteration 0F: 2 clusters Score -465213.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -462085.687500 Penalty: 2673.810059
	Iteration 0F: 3 clusters Score -462085.7 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -463128.031250 Penalty: 2673.810059
	Iteration 1F: 3 clusters Score -463128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -463495.218750 Penalty: 2673.810059
	Iteration 2F: 3 clusters Score -463495.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -463732.062500 Penalty: 2673.810059
	Iteration 3F: 3 clusters Score -463732.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -463956.375000 Penalty: 2673.810059
	Iteration 4F: 3 clusters Score -463956.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -464140.375000 Penalty: 2673.810059
	Iteration 5Q: 3 clusters Score -464140.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -464264.062500 Penalty: 2673.810059
	Iteration 6Q: 3 clusters Score -464264.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -464357.625000 Penalty: 2673.810059
	Iteration 7Q: 3 clusters Score -464357.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -464412.187500 Penalty: 2673.810059
	Iteration 8Q: 3 clusters Score -464412.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -464459.875000 Penalty: 2673.810059
	Iteration 9Q: 3 clusters Score -464459.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -464500.843750 Penalty: 2673.810059
	Iteration 10Q: 3 clusters Score -464500.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -464534.000000 Penalty: 2673.810059
	Iteration 11Q: 3 clusters Score -464534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -464561.593750 Penalty: 2673.810059
	Iteration 12Q: 3 clusters Score -464561.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -464586.187500 Penalty: 2673.810059
	Iteration 13Q: 3 clusters Score -464586.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -464610.468750 Penalty: 2673.810059
	Iteration 14Q: 3 clusters Score -464610.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -464648.781250 Penalty: 2673.810059
	Iteration 15Q: 3 clusters Score -464648.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -464678.937500 Penalty: 2673.810059
	Iteration 16Q: 3 clusters Score -464678.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -464698.718750 Penalty: 2673.810059
	Iteration 17Q: 3 clusters Score -464698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -464710.906250 Penalty: 2673.810059
	Iteration 18Q: 3 clusters Score -464710.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -464727.968750 Penalty: 2673.810059
	Iteration 19Q: 3 clusters Score -464728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -464738.937500 Penalty: 2673.810059
	Iteration 20F: 3 clusters Score -464738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -464744.750000 Penalty: 2673.810059
	Iteration 21Q: 3 clusters Score -464744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -464749.093750 Penalty: 2673.810059
	Iteration 22Q: 3 clusters Score -464749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -464753.437500 Penalty: 2673.810059
	Iteration 23Q: 3 clusters Score -464753.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -464768.031250 Penalty: 2673.810059
	Iteration 24Q: 3 clusters Score -464768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -464795.625000 Penalty: 2673.810059
	Iteration 25Q: 3 clusters Score -464795.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -464847.968750 Penalty: 2673.810059
	Iteration 26Q: 3 clusters Score -464848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -464958.031250 Penalty: 2673.810059
	Iteration 27Q: 3 clusters Score -464958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -464999.687500 Penalty: 2673.810059
	Iteration 28Q: 3 clusters Score -464999.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -465040.531250 Penalty: 2673.810059
	Iteration 29Q: 3 clusters Score -465040.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -465063.000000 Penalty: 2673.810059
	Iteration 30Q: 3 clusters Score -465063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -465074.750000 Penalty: 2673.810059
	Iteration 31Q: 3 clusters Score -465074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -465083.156250 Penalty: 2673.810059
	Iteration 32Q: 3 clusters Score -465083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -465087.906250 Penalty: 2673.810059
	Iteration 33Q: 3 clusters Score -465087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -465088.718750 Penalty: 2673.810059
	Iteration 34Q: 3 clusters Score -465088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -465188.250000 Penalty: 2673.810059
	Iteration 35F: 3 clusters Score -465188.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -465293.312500 Penalty: 2673.810059
	Iteration 36Q: 3 clusters Score -465293.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -465334.250000 Penalty: 2673.810059
	Iteration 37Q: 3 clusters Score -465334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -465346.937500 Penalty: 2673.810059
	Iteration 38Q: 3 clusters Score -465346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -465350.593750 Penalty: 2673.810059
	Iteration 39Q: 3 clusters Score -465350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -465353.687500 Penalty: 2673.810059
	Iteration 40F: 3 clusters Score -465353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -465354.500000 Penalty: 2673.810059
	Iteration 41Q: 3 clusters Score -465354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -465356.531250 Penalty: 2673.810059
	Iteration 42Q: 3 clusters Score -465356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -465355.875000 Penalty: 2673.810059
	Iteration 43Q: 3 clusters Score -465355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -465357.187500 Penalty: 2673.810059
	Iteration 44Q: 3 clusters Score -465357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -465358.250000 Penalty: 2673.810059
	Iteration 45Q: 3 clusters Score -465358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -465359.281250 Penalty: 2673.810059
	Iteration 46Q: 3 clusters Score -465359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -465359.093750 Penalty: 2673.810059
	Iteration 47Q: 3 clusters Score -465359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -465359.093750 Penalty: 2673.810059
	Iteration 48F: 3 clusters Score -465359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61759 members 
Mstep: Class 10 contains 73061 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 85222 members 
Mstep: Class 13 contains 28158 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77605 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 21004 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 13011 members 
Mstep: Class 31 contains 75381 members 
Mstep: Class 32 contains 81951 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 74006 members 
Mstep: Class 37 contains 11615 members 
Mstep: Class 38 contains 21523 members 
Mstep: Class 39 contains 82764 members 
Mstep: Class 40 contains 556 members 
Entering Unmasked Estep 
Score: -127787296.000000 Penalty: 89804.523438
Splitting cluster 1 changes total score from -127787992.000000 to -127787296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Entering Unmasked Estep 
Score: -6349095.500000 Penalty: 1759.753662
	Iteration 0F: 2 clusters Score -6349096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6315368.500000 Penalty: 3519.507324
	Iteration 0F: 3 clusters Score -6315368 nChanged 23817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -6328926.000000 Penalty: 3519.507324
	Iteration 1F: 3 clusters Score -6328926 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -6329723.500000 Penalty: 3519.507324
	Iteration 2Q: 3 clusters Score -6329724 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6331077.500000 Penalty: 3519.507324
	Iteration 3F: 3 clusters Score -6331078 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6333260.500000 Penalty: 3519.507324
	Iteration 4F: 3 clusters Score -6333260 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -6336722.000000 Penalty: 3519.507324
	Iteration 5F: 3 clusters Score -6336722 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -6341041.000000 Penalty: 3519.507324
	Iteration 6F: 3 clusters Score -6341041 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6344625.500000 Penalty: 3519.507324
	Iteration 7F: 3 clusters Score -6344626 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -6346500.500000 Penalty: 3519.507324
	Iteration 8Q: 3 clusters Score -6346500 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -6347160.500000 Penalty: 3519.507324
	Iteration 9Q: 3 clusters Score -6347160 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -6347361.000000 Penalty: 3519.507324
	Iteration 10Q: 3 clusters Score -6347361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6347450.500000 Penalty: 3519.507324
	Iteration 11Q: 3 clusters Score -6347450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6347479.500000 Penalty: 3519.507324
	Iteration 12Q: 3 clusters Score -6347480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6347505.000000 Penalty: 3519.507324
	Iteration 13Q: 3 clusters Score -6347505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6347510.000000 Penalty: 3519.507324
	Iteration 14Q: 3 clusters Score -6347510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6347519.500000 Penalty: 3519.507324
	Iteration 15Q: 3 clusters Score -6347520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6347528.000000 Penalty: 3519.507324
	Iteration 16Q: 3 clusters Score -6347528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6347532.500000 Penalty: 3519.507324
	Iteration 17Q: 3 clusters Score -6347532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -6347535.000000 Penalty: 3519.507324
	Iteration 18Q: 3 clusters Score -6347535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6347537.000000 Penalty: 3519.507324
	Iteration 19Q: 3 clusters Score -6347537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6347547.000000 Penalty: 3519.507324
	Iteration 20F: 3 clusters Score -6347547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Entering Unmasked Estep 
Score: -1840029.500000 Penalty: 1559.086304
	Iteration 0F: 2 clusters Score -1840030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1829728.375000 Penalty: 3118.172607
	Iteration 0F: 3 clusters Score -1829728 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1833219.125000 Penalty: 3118.172607
	Iteration 1F: 3 clusters Score -1833219 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1833506.000000 Penalty: 3118.172607
	Iteration 2F: 3 clusters Score -1833506 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1833776.000000 Penalty: 3118.172607
	Iteration 3Q: 3 clusters Score -1833776 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1834074.625000 Penalty: 3118.172607
	Iteration 4Q: 3 clusters Score -1834075 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1834454.000000 Penalty: 3118.172607
	Iteration 5F: 3 clusters Score -1834454 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1834975.500000 Penalty: 3118.172607
	Iteration 6F: 3 clusters Score -1834976 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1835693.875000 Penalty: 3118.172607
	Iteration 7F: 3 clusters Score -1835694 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1836496.625000 Penalty: 3118.172607
	Iteration 8F: 3 clusters Score -1836497 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1837267.875000 Penalty: 3118.172607
	Iteration 9F: 3 clusters Score -1837268 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1837892.625000 Penalty: 3118.172607
	Iteration 10Q: 3 clusters Score -1837893 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1838293.000000 Penalty: 3118.172607
	Iteration 11Q: 3 clusters Score -1838293 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1838485.875000 Penalty: 3118.172607
	Iteration 12Q: 3 clusters Score -1838486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1838597.625000 Penalty: 3118.172607
	Iteration 13Q: 3 clusters Score -1838598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1838672.500000 Penalty: 3118.172607
	Iteration 14Q: 3 clusters Score -1838672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1838710.375000 Penalty: 3118.172607
	Iteration 15Q: 3 clusters Score -1838710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1838735.250000 Penalty: 3118.172607
	Iteration 16Q: 3 clusters Score -1838735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1838754.250000 Penalty: 3118.172607
	Iteration 17Q: 3 clusters Score -1838754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1838772.000000 Penalty: 3118.172607
	Iteration 18Q: 3 clusters Score -1838772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1838786.875000 Penalty: 3118.172607
	Iteration 19Q: 3 clusters Score -1838787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1838797.125000 Penalty: 3118.172607
	Iteration 20F: 3 clusters Score -1838797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1838818.250000 Penalty: 3118.172607
	Iteration 21Q: 3 clusters Score -1838818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1838835.000000 Penalty: 3118.172607
	Iteration 22Q: 3 clusters Score -1838835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1838842.625000 Penalty: 3118.172607
	Iteration 23Q: 3 clusters Score -1838843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1838850.375000 Penalty: 3118.172607
	Iteration 24Q: 3 clusters Score -1838850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1838854.500000 Penalty: 3118.172607
	Iteration 25Q: 3 clusters Score -1838854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1838857.875000 Penalty: 3118.172607
	Iteration 26Q: 3 clusters Score -1838858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1838860.750000 Penalty: 3118.172607
	Iteration 27Q: 3 clusters Score -1838861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1838863.250000 Penalty: 3118.172607
	Iteration 28Q: 3 clusters Score -1838863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1838862.625000 Penalty: 3118.172607
	Iteration 29Q: 3 clusters Score -1838863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1838868.625000 Penalty: 3118.172607
	Iteration 30Q: 3 clusters Score -1838869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1838870.375000 Penalty: 3118.172607
	Iteration 31Q: 3 clusters Score -1838870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1838869.250000 Penalty: 3118.172607
	Iteration 32Q: 3 clusters Score -1838869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1838873.000000 Penalty: 3118.172607
	Iteration 33Q: 3 clusters Score -1838873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1838874.875000 Penalty: 3118.172607
	Iteration 34Q: 3 clusters Score -1838875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1838874.625000 Penalty: 3118.172607
	Iteration 35Q: 3 clusters Score -1838875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1838874.625000 Penalty: 3118.172607
	Iteration 36F: 3 clusters Score -1838875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Entering Unmasked Estep 
Score: -1141218.875000 Penalty: 1471.375977
	Iteration 0F: 2 clusters Score -1141219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1134997.875000 Penalty: 2942.751953
	Iteration 0F: 3 clusters Score -1134998 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1136942.375000 Penalty: 2942.751953
	Iteration 1F: 3 clusters Score -1136942 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1137182.500000 Penalty: 2942.751953
	Iteration 2F: 3 clusters Score -1137182 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1137388.875000 Penalty: 2942.751953
	Iteration 3Q: 3 clusters Score -1137389 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1137579.750000 Penalty: 2942.751953
	Iteration 4Q: 3 clusters Score -1137580 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1137797.750000 Penalty: 2942.751953
	Iteration 5Q: 3 clusters Score -1137798 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1138034.125000 Penalty: 2942.751953
	Iteration 6Q: 3 clusters Score -1138034 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1138312.750000 Penalty: 2942.751953
	Iteration 7Q: 3 clusters Score -1138313 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1138604.375000 Penalty: 2942.751953
	Iteration 8Q: 3 clusters Score -1138604 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1138864.625000 Penalty: 2942.751953
	Iteration 9Q: 3 clusters Score -1138865 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1139084.375000 Penalty: 2942.751953
	Iteration 10Q: 3 clusters Score -1139084 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1139292.500000 Penalty: 2942.751953
	Iteration 11Q: 3 clusters Score -1139292 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1139445.250000 Penalty: 2942.751953
	Iteration 12Q: 3 clusters Score -1139445 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1139554.000000 Penalty: 2942.751953
	Iteration 13Q: 3 clusters Score -1139554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1139637.750000 Penalty: 2942.751953
	Iteration 14Q: 3 clusters Score -1139638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1139703.125000 Penalty: 2942.751953
	Iteration 15Q: 3 clusters Score -1139703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1139758.750000 Penalty: 2942.751953
	Iteration 16Q: 3 clusters Score -1139759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1139792.625000 Penalty: 2942.751953
	Iteration 17Q: 3 clusters Score -1139793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1139828.000000 Penalty: 2942.751953
	Iteration 18Q: 3 clusters Score -1139828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1139853.375000 Penalty: 2942.751953
	Iteration 19Q: 3 clusters Score -1139853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1139872.500000 Penalty: 2942.751953
	Iteration 20F: 3 clusters Score -1139872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1139886.000000 Penalty: 2942.751953
	Iteration 21Q: 3 clusters Score -1139886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1139898.750000 Penalty: 2942.751953
	Iteration 22Q: 3 clusters Score -1139899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1139909.250000 Penalty: 2942.751953
	Iteration 23Q: 3 clusters Score -1139909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1139919.875000 Penalty: 2942.751953
	Iteration 24Q: 3 clusters Score -1139920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1139928.375000 Penalty: 2942.751953
	Iteration 25Q: 3 clusters Score -1139928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1139935.750000 Penalty: 2942.751953
	Iteration 26Q: 3 clusters Score -1139936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1139939.750000 Penalty: 2942.751953
	Iteration 27Q: 3 clusters Score -1139940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1139947.875000 Penalty: 2942.751953
	Iteration 28Q: 3 clusters Score -1139948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1139949.875000 Penalty: 2942.751953
	Iteration 29Q: 3 clusters Score -1139950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1139957.250000 Penalty: 2942.751953
	Iteration 30Q: 3 clusters Score -1139957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1139960.875000 Penalty: 2942.751953
	Iteration 31Q: 3 clusters Score -1139961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1139961.875000 Penalty: 2942.751953
	Iteration 32Q: 3 clusters Score -1139962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1139965.875000 Penalty: 2942.751953
	Iteration 33Q: 3 clusters Score -1139966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1139967.000000 Penalty: 2942.751953
	Iteration 34Q: 3 clusters Score -1139967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1139972.625000 Penalty: 2942.751953
	Iteration 35Q: 3 clusters Score -1139973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1139975.500000 Penalty: 2942.751953
	Iteration 36Q: 3 clusters Score -1139976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1139977.625000 Penalty: 2942.751953
	Iteration 37Q: 3 clusters Score -1139978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1139979.375000 Penalty: 2942.751953
	Iteration 38Q: 3 clusters Score -1139979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1139979.375000 Penalty: 2942.751953
	Iteration 39F: 3 clusters Score -1139979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -370964.500000 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -370964.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -368241.218750 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -368241.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -368893.812500 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -368893.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -369089.312500 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -369089.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369235.812500 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -369235.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -369340.281250 Penalty: 2594.285156
	Iteration 4Q: 3 clusters Score -369340.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -369411.125000 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -369411.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -369460.718750 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -369460.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -369497.437500 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -369497.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -369530.968750 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -369531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369551.906250 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -369551.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -369577.687500 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -369577.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -369598.500000 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -369598.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -369615.968750 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -369616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -369631.093750 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -369631.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -369647.468750 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -369647.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -369660.312500 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -369660.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -369668.156250 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -369668.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -369672.125000 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -369672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -369675.531250 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -369675.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -369681.031250 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -369681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -369685.750000 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -369685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -369688.593750 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -369688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -369691.687500 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -369691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -369694.593750 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -369694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -369698.406250 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -369698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -369700.656250 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -369700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -369702.187500 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -369702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -369704.187500 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -369704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -369707.187500 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -369707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -369710.156250 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -369710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -369711.875000 Penalty: 2594.285156
	Iteration 30Q: 3 clusters Score -369711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -369714.312500 Penalty: 2594.285156
	Iteration 31Q: 3 clusters Score -369714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -369715.875000 Penalty: 2594.285156
	Iteration 32Q: 3 clusters Score -369715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -369715.718750 Penalty: 2594.285156
	Iteration 33Q: 3 clusters Score -369715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -369715.718750 Penalty: 2594.285156
	Iteration 34F: 3 clusters Score -369715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1945757.000000 Penalty: 1562.362427
	Iteration 0F: 2 clusters Score -1945757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1935453.250000 Penalty: 3124.724854
	Iteration 0F: 3 clusters Score -1935453 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1939068.375000 Penalty: 3124.724854
	Iteration 1F: 3 clusters Score -1939068 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1939386.625000 Penalty: 3124.724854
	Iteration 2F: 3 clusters Score -1939387 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1939718.625000 Penalty: 3124.724854
	Iteration 3F: 3 clusters Score -1939719 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1940115.250000 Penalty: 3124.724854
	Iteration 4F: 3 clusters Score -1940115 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1940613.625000 Penalty: 3124.724854
	Iteration 5F: 3 clusters Score -1940614 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1941179.875000 Penalty: 3124.724854
	Iteration 6F: 3 clusters Score -1941180 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1941854.125000 Penalty: 3124.724854
	Iteration 7F: 3 clusters Score -1941854 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1942513.500000 Penalty: 3124.724854
	Iteration 8F: 3 clusters Score -1942514 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1943076.125000 Penalty: 3124.724854
	Iteration 9Q: 3 clusters Score -1943076 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1943534.000000 Penalty: 3124.724854
	Iteration 10Q: 3 clusters Score -1943534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1943835.250000 Penalty: 3124.724854
	Iteration 11Q: 3 clusters Score -1943835 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1944025.875000 Penalty: 3124.724854
	Iteration 12Q: 3 clusters Score -1944026 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1944178.875000 Penalty: 3124.724854
	Iteration 13Q: 3 clusters Score -1944179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1944281.375000 Penalty: 3124.724854
	Iteration 14Q: 3 clusters Score -1944281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1944367.000000 Penalty: 3124.724854
	Iteration 15Q: 3 clusters Score -1944367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1944410.375000 Penalty: 3124.724854
	Iteration 16Q: 3 clusters Score -1944410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1944454.125000 Penalty: 3124.724854
	Iteration 17Q: 3 clusters Score -1944454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1944479.375000 Penalty: 3124.724854
	Iteration 18Q: 3 clusters Score -1944479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1944494.375000 Penalty: 3124.724854
	Iteration 19Q: 3 clusters Score -1944494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1944503.625000 Penalty: 3124.724854
	Iteration 20F: 3 clusters Score -1944504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1944515.500000 Penalty: 3124.724854
	Iteration 21Q: 3 clusters Score -1944516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1944524.000000 Penalty: 3124.724854
	Iteration 22Q: 3 clusters Score -1944524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1944525.500000 Penalty: 3124.724854
	Iteration 23Q: 3 clusters Score -1944526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1944527.000000 Penalty: 3124.724854
	Iteration 24Q: 3 clusters Score -1944527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1944526.625000 Penalty: 3124.724854
	Iteration 25Q: 3 clusters Score -1944527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1944526.625000 Penalty: 3124.724854
	Iteration 26F: 3 clusters Score -1944527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -311565.375000 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -311565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -309171.375000 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -309171.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -309732.312500 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -309732.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -309830.312500 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -309830.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -309903.468750 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -309903.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -309957.812500 Penalty: 2537.176270
	Iteration 4Q: 3 clusters Score -309957.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -310003.593750 Penalty: 2537.176270
	Iteration 5Q: 3 clusters Score -310003.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -310041.000000 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -310041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -310079.625000 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -310079.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -310124.843750 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -310124.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -310165.875000 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -310165.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -310196.187500 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -310196.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -310226.343750 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -310226.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -310262.906250 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -310262.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -310302.625000 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -310302.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -310334.687500 Penalty: 2537.176270
	Iteration 14Q: 3 clusters Score -310334.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -310369.500000 Penalty: 2537.176270
	Iteration 15Q: 3 clusters Score -310369.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -310407.906250 Penalty: 2537.176270
	Iteration 16Q: 3 clusters Score -310407.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -310430.906250 Penalty: 2537.176270
	Iteration 17Q: 3 clusters Score -310430.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -310451.218750 Penalty: 2537.176270
	Iteration 18Q: 3 clusters Score -310451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -310462.312500 Penalty: 2537.176270
	Iteration 19Q: 3 clusters Score -310462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -310470.250000 Penalty: 2537.176270
	Iteration 20F: 3 clusters Score -310470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -310476.718750 Penalty: 2537.176270
	Iteration 21Q: 3 clusters Score -310476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -310480.531250 Penalty: 2537.176270
	Iteration 22Q: 3 clusters Score -310480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -310482.687500 Penalty: 2537.176270
	Iteration 23Q: 3 clusters Score -310482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -310491.500000 Penalty: 2537.176270
	Iteration 24Q: 3 clusters Score -310491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -310499.000000 Penalty: 2537.176270
	Iteration 25Q: 3 clusters Score -310499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -310508.437500 Penalty: 2537.176270
	Iteration 26Q: 3 clusters Score -310508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -310514.281250 Penalty: 2537.176270
	Iteration 27Q: 3 clusters Score -310514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -310520.062500 Penalty: 2537.176270
	Iteration 28Q: 3 clusters Score -310520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -310522.500000 Penalty: 2537.176270
	Iteration 29Q: 3 clusters Score -310522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -310528.031250 Penalty: 2537.176270
	Iteration 30Q: 3 clusters Score -310528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -310532.781250 Penalty: 2537.176270
	Iteration 31Q: 3 clusters Score -310532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -310536.593750 Penalty: 2537.176270
	Iteration 32Q: 3 clusters Score -310536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -310537.656250 Penalty: 2537.176270
	Iteration 33Q: 3 clusters Score -310537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -310538.812500 Penalty: 2537.176270
	Iteration 34Q: 3 clusters Score -310538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -310538.750000 Penalty: 2537.176270
	Iteration 35Q: 3 clusters Score -310538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -310539.656250 Penalty: 2537.176270
	Iteration 36Q: 3 clusters Score -310539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -310540.531250 Penalty: 2537.176270
	Iteration 37Q: 3 clusters Score -310540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -310541.187500 Penalty: 2537.176270
	Iteration 38Q: 3 clusters Score -310541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -310542.531250 Penalty: 2537.176270
	Iteration 39Q: 3 clusters Score -310542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -310543.625000 Penalty: 2537.176270
	Iteration 40F: 3 clusters Score -310543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8536.761719 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8536.762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8673.037109 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8673.037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8708.219727 Penalty: 1576.909790
	Iteration 2F: 3 clusters Score -8708.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8714.404297 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8714.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8777.962891 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8777.963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8777.962891 Penalty: 1576.909790
	Iteration 5F: 3 clusters Score -8777.963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Entering Unmasked Estep 
Score: -7889325.000000 Penalty: 1792.536743
	Iteration 0F: 2 clusters Score -7889325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7847934.500000 Penalty: 3585.073486
	Iteration 0F: 3 clusters Score -7847934 nChanged 29111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -7864991.500000 Penalty: 3585.073486
	Iteration 1F: 3 clusters Score -7864992 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -7865990.500000 Penalty: 3585.073486
	Iteration 2Q: 3 clusters Score -7865990 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -7867255.000000 Penalty: 3585.073486
	Iteration 3Q: 3 clusters Score -7867255 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7868780.500000 Penalty: 3585.073486
	Iteration 4F: 3 clusters Score -7868780 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -7870499.000000 Penalty: 3585.073486
	Iteration 5F: 3 clusters Score -7870499 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7872386.000000 Penalty: 3585.073486
	Iteration 6F: 3 clusters Score -7872386 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -7874374.000000 Penalty: 3585.073486
	Iteration 7F: 3 clusters Score -7874374 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -7876470.000000 Penalty: 3585.073486
	Iteration 8F: 3 clusters Score -7876470 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -7878596.000000 Penalty: 3585.073486
	Iteration 9F: 3 clusters Score -7878596 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -7880921.500000 Penalty: 3585.073486
	Iteration 10Q: 3 clusters Score -7880922 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -7883052.500000 Penalty: 3585.073486
	Iteration 11Q: 3 clusters Score -7883052 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7884888.000000 Penalty: 3585.073486
	Iteration 12Q: 3 clusters Score -7884888 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -7886203.500000 Penalty: 3585.073486
	Iteration 13Q: 3 clusters Score -7886204 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -7886954.000000 Penalty: 3585.073486
	Iteration 14Q: 3 clusters Score -7886954 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -7887384.500000 Penalty: 3585.073486
	Iteration 15Q: 3 clusters Score -7887384 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -7887633.000000 Penalty: 3585.073486
	Iteration 16Q: 3 clusters Score -7887633 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -7887779.500000 Penalty: 3585.073486
	Iteration 17Q: 3 clusters Score -7887780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -7887890.500000 Penalty: 3585.073486
	Iteration 18Q: 3 clusters Score -7887890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7887964.000000 Penalty: 3585.073486
	Iteration 19Q: 3 clusters Score -7887964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -7888036.000000 Penalty: 3585.073486
	Iteration 20F: 3 clusters Score -7888036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -7888100.500000 Penalty: 3585.073486
	Iteration 21Q: 3 clusters Score -7888100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -7888147.000000 Penalty: 3585.073486
	Iteration 22Q: 3 clusters Score -7888147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -7888195.000000 Penalty: 3585.073486
	Iteration 23Q: 3 clusters Score -7888195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -7888228.500000 Penalty: 3585.073486
	Iteration 24Q: 3 clusters Score -7888228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -7888227.000000 Penalty: 3585.073486
	Iteration 25Q: 3 clusters Score -7888227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -7888258.000000 Penalty: 3585.073486
	Iteration 26Q: 3 clusters Score -7888258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -7888269.500000 Penalty: 3585.073486
	Iteration 27Q: 3 clusters Score -7888270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -7888287.000000 Penalty: 3585.073486
	Iteration 28Q: 3 clusters Score -7888287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -7888298.500000 Penalty: 3585.073486
	Iteration 29Q: 3 clusters Score -7888298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -7888301.000000 Penalty: 3585.073486
	Iteration 30Q: 3 clusters Score -7888301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -7888296.500000 Penalty: 3585.073486
	Iteration 31Q: 3 clusters Score -7888296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -7888297.500000 Penalty: 3585.073486
	Iteration 32Q: 3 clusters Score -7888298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -7888297.000000 Penalty: 3585.073486
	Iteration 33Q: 3 clusters Score -7888297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -7888303.500000 Penalty: 3585.073486
	Iteration 34Q: 3 clusters Score -7888304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -7888310.000000 Penalty: 3585.073486
	Iteration 35Q: 3 clusters Score -7888310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7888301.000000 Penalty: 3585.073486
	Iteration 36Q: 3 clusters Score -7888301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -7888301.500000 Penalty: 3585.073486
	Iteration 37Q: 3 clusters Score -7888302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -7888303.000000 Penalty: 3585.073486
	Iteration 38Q: 3 clusters Score -7888303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -7888305.000000 Penalty: 3585.073486
	Iteration 39Q: 3 clusters Score -7888305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -7888315.000000 Penalty: 3585.073486
	Iteration 40F: 3 clusters Score -7888315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -7888316.500000 Penalty: 3585.073486
	Iteration 41Q: 3 clusters Score -7888316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7888319.500000 Penalty: 3585.073486
	Iteration 42Q: 3 clusters Score -7888320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -7888320.500000 Penalty: 3585.073486
	Iteration 43Q: 3 clusters Score -7888320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7888310.500000 Penalty: 3585.073486
	Iteration 44Q: 3 clusters Score -7888310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7888311.500000 Penalty: 3585.073486
	Iteration 45Q: 3 clusters Score -7888312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -7888311.000000 Penalty: 3585.073486
	Iteration 46Q: 3 clusters Score -7888311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -7888322.500000 Penalty: 3585.073486
	Iteration 47Q: 3 clusters Score -7888322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -7888326.000000 Penalty: 3585.073486
	Iteration 48Q: 3 clusters Score -7888326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -7888327.000000 Penalty: 3585.073486
	Iteration 49Q: 3 clusters Score -7888327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -7888321.000000 Penalty: 3585.073486
	Iteration 50Q: 3 clusters Score -7888321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -7888335.000000 Penalty: 3585.073486
	Iteration 51Q: 3 clusters Score -7888335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -7888338.000000 Penalty: 3585.073486
	Iteration 52Q: 3 clusters Score -7888338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -7888345.000000 Penalty: 3585.073486
	Iteration 53Q: 3 clusters Score -7888345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -7888342.500000 Penalty: 3585.073486
	Iteration 54Q: 3 clusters Score -7888342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -7888350.000000 Penalty: 3585.073486
	Iteration 55Q: 3 clusters Score -7888350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -7888355.500000 Penalty: 3585.073486
	Iteration 56Q: 3 clusters Score -7888356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -7888355.500000 Penalty: 3585.073486
	Iteration 57Q: 3 clusters Score -7888356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -7888362.000000 Penalty: 3585.073486
	Iteration 58Q: 3 clusters Score -7888362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -7888358.500000 Penalty: 3585.073486
	Iteration 59Q: 3 clusters Score -7888358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -7888367.500000 Penalty: 3585.073486
	Iteration 60F: 3 clusters Score -7888368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Entering Unmasked Estep 
Score: -9703614.000000 Penalty: 1819.845581
	Iteration 0F: 2 clusters Score -9703614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -9656345.000000 Penalty: 3639.691162
	Iteration 0F: 3 clusters Score -9656345 nChanged 34666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -9676013.000000 Penalty: 3639.691162
	Iteration 1F: 3 clusters Score -9676013 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -9676718.000000 Penalty: 3639.691162
	Iteration 2Q: 3 clusters Score -9676718 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9677638.000000 Penalty: 3639.691162
	Iteration 3Q: 3 clusters Score -9677638 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -9679178.000000 Penalty: 3639.691162
	Iteration 4Q: 3 clusters Score -9679178 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -9682005.000000 Penalty: 3639.691162
	Iteration 5F: 3 clusters Score -9682005 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -9686356.000000 Penalty: 3639.691162
	Iteration 6F: 3 clusters Score -9686356 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -9692258.000000 Penalty: 3639.691162
	Iteration 7F: 3 clusters Score -9692258 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -9696944.000000 Penalty: 3639.691162
	Iteration 8F: 3 clusters Score -9696944 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9699939.000000 Penalty: 3639.691162
	Iteration 9Q: 3 clusters Score -9699939 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9701130.000000 Penalty: 3639.691162
	Iteration 10Q: 3 clusters Score -9701130 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9701605.000000 Penalty: 3639.691162
	Iteration 11Q: 3 clusters Score -9701605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9701806.000000 Penalty: 3639.691162
	Iteration 12Q: 3 clusters Score -9701806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9701912.000000 Penalty: 3639.691162
	Iteration 13Q: 3 clusters Score -9701912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9701932.000000 Penalty: 3639.691162
	Iteration 14Q: 3 clusters Score -9701932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9701961.000000 Penalty: 3639.691162
	Iteration 15Q: 3 clusters Score -9701961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9701974.000000 Penalty: 3639.691162
	Iteration 16Q: 3 clusters Score -9701974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9701992.000000 Penalty: 3639.691162
	Iteration 17Q: 3 clusters Score -9701992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9701985.000000 Penalty: 3639.691162
	Iteration 18Q: 3 clusters Score -9701985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9702015.000000 Penalty: 3639.691162
	Iteration 19Q: 3 clusters Score -9702015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9702015.000000 Penalty: 3639.691162
	Iteration 20F: 3 clusters Score -9702015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9702012.000000 Penalty: 3639.691162
	Iteration 21Q: 3 clusters Score -9702012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9702020.000000 Penalty: 3639.691162
	Iteration 22Q: 3 clusters Score -9702020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9702017.000000 Penalty: 3639.691162
	Iteration 23Q: 3 clusters Score -9702017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9702017.000000 Penalty: 3639.691162
	Iteration 24F: 3 clusters Score -9702017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -1014322.750000 Penalty: 1461.694092
	Iteration 0F: 2 clusters Score -1014323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1008361.750000 Penalty: 2923.388184
	Iteration 0F: 3 clusters Score -1008362 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1010281.062500 Penalty: 2923.388184
	Iteration 1F: 3 clusters Score -1010281 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1010615.062500 Penalty: 2923.388184
	Iteration 2F: 3 clusters Score -1010615 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1010905.312500 Penalty: 2923.388184
	Iteration 3F: 3 clusters Score -1010905 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011192.250000 Penalty: 2923.388184
	Iteration 4F: 3 clusters Score -1011192 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1011480.250000 Penalty: 2923.388184
	Iteration 5F: 3 clusters Score -1011480 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1011769.187500 Penalty: 2923.388184
	Iteration 6F: 3 clusters Score -1011769 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1012050.000000 Penalty: 2923.388184
	Iteration 7Q: 3 clusters Score -1012050 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1012314.750000 Penalty: 2923.388184
	Iteration 8Q: 3 clusters Score -1012315 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1012521.437500 Penalty: 2923.388184
	Iteration 9Q: 3 clusters Score -1012521 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1012660.875000 Penalty: 2923.388184
	Iteration 10Q: 3 clusters Score -1012661 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1012785.687500 Penalty: 2923.388184
	Iteration 11Q: 3 clusters Score -1012786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1012880.687500 Penalty: 2923.388184
	Iteration 12Q: 3 clusters Score -1012881 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1012956.625000 Penalty: 2923.388184
	Iteration 13Q: 3 clusters Score -1012957 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1013003.812500 Penalty: 2923.388184
	Iteration 14Q: 3 clusters Score -1013004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1013038.687500 Penalty: 2923.388184
	Iteration 15Q: 3 clusters Score -1013039 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1013076.125000 Penalty: 2923.388184
	Iteration 16Q: 3 clusters Score -1013076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1013108.375000 Penalty: 2923.388184
	Iteration 17Q: 3 clusters Score -1013108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1013143.625000 Penalty: 2923.388184
	Iteration 18Q: 3 clusters Score -1013144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1013174.312500 Penalty: 2923.388184
	Iteration 19Q: 3 clusters Score -1013174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1013215.875000 Penalty: 2923.388184
	Iteration 20F: 3 clusters Score -1013216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1013265.750000 Penalty: 2923.388184
	Iteration 21Q: 3 clusters Score -1013266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1013304.750000 Penalty: 2923.388184
	Iteration 22Q: 3 clusters Score -1013305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1013339.000000 Penalty: 2923.388184
	Iteration 23Q: 3 clusters Score -1013339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1013364.375000 Penalty: 2923.388184
	Iteration 24Q: 3 clusters Score -1013364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1013386.375000 Penalty: 2923.388184
	Iteration 25Q: 3 clusters Score -1013386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1013410.125000 Penalty: 2923.388184
	Iteration 26Q: 3 clusters Score -1013410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1013431.437500 Penalty: 2923.388184
	Iteration 27Q: 3 clusters Score -1013431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1013447.250000 Penalty: 2923.388184
	Iteration 28Q: 3 clusters Score -1013447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1013460.625000 Penalty: 2923.388184
	Iteration 29Q: 3 clusters Score -1013461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1013473.812500 Penalty: 2923.388184
	Iteration 30Q: 3 clusters Score -1013474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1013486.187500 Penalty: 2923.388184
	Iteration 31Q: 3 clusters Score -1013486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1013491.625000 Penalty: 2923.388184
	Iteration 32Q: 3 clusters Score -1013492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1013500.812500 Penalty: 2923.388184
	Iteration 33Q: 3 clusters Score -1013501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1013507.562500 Penalty: 2923.388184
	Iteration 34Q: 3 clusters Score -1013508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1013512.062500 Penalty: 2923.388184
	Iteration 35Q: 3 clusters Score -1013512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1013519.000000 Penalty: 2923.388184
	Iteration 36Q: 3 clusters Score -1013519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1013520.312500 Penalty: 2923.388184
	Iteration 37Q: 3 clusters Score -1013520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1013526.250000 Penalty: 2923.388184
	Iteration 38Q: 3 clusters Score -1013526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1013528.875000 Penalty: 2923.388184
	Iteration 39Q: 3 clusters Score -1013529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1013529.687500 Penalty: 2923.388184
	Iteration 40F: 3 clusters Score -1013530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1013531.062500 Penalty: 2923.388184
	Iteration 41Q: 3 clusters Score -1013531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1013530.812500 Penalty: 2923.388184
	Iteration 42Q: 3 clusters Score -1013531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1013533.750000 Penalty: 2923.388184
	Iteration 43Q: 3 clusters Score -1013534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1013532.562500 Penalty: 2923.388184
	Iteration 44Q: 3 clusters Score -1013533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1013533.812500 Penalty: 2923.388184
	Iteration 45Q: 3 clusters Score -1013534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1013534.812500 Penalty: 2923.388184
	Iteration 46Q: 3 clusters Score -1013535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1013532.750000 Penalty: 2923.388184
	Iteration 47Q: 3 clusters Score -1013533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1013532.500000 Penalty: 2923.388184
	Iteration 48Q: 3 clusters Score -1013532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1013532.500000 Penalty: 2923.388184
	Iteration 49F: 3 clusters Score -1013532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Entering Unmasked Estep 
Score: -11238619.000000 Penalty: 1844.864868
	Iteration 0F: 2 clusters Score -1.123862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -11185001.000000 Penalty: 3689.729736
	Iteration 0F: 3 clusters Score -1.1185e+07 nChanged 40733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -11208636.000000 Penalty: 3689.729736
	Iteration 1F: 3 clusters Score -1.120864e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -11209300.000000 Penalty: 3689.729736
	Iteration 2Q: 3 clusters Score -1.12093e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -11210259.000000 Penalty: 3689.729736
	Iteration 3Q: 3 clusters Score -1.121026e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -11212123.000000 Penalty: 3689.729736
	Iteration 4Q: 3 clusters Score -1.121212e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -11215495.000000 Penalty: 3689.729736
	Iteration 5F: 3 clusters Score -1.12155e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -11220996.000000 Penalty: 3689.729736
	Iteration 6F: 3 clusters Score -1.1221e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -11227529.000000 Penalty: 3689.729736
	Iteration 7F: 3 clusters Score -1.122753e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -11232764.000000 Penalty: 3689.729736
	Iteration 8F: 3 clusters Score -1.123276e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11235660.000000 Penalty: 3689.729736
	Iteration 9Q: 3 clusters Score -1.123566e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11236596.000000 Penalty: 3689.729736
	Iteration 10Q: 3 clusters Score -1.12366e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11236830.000000 Penalty: 3689.729736
	Iteration 11Q: 3 clusters Score -1.123683e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11236908.000000 Penalty: 3689.729736
	Iteration 12Q: 3 clusters Score -1.123691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11236964.000000 Penalty: 3689.729736
	Iteration 13Q: 3 clusters Score -1.123696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11236975.000000 Penalty: 3689.729736
	Iteration 14Q: 3 clusters Score -1.123698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11236983.000000 Penalty: 3689.729736
	Iteration 15Q: 3 clusters Score -1.123698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11236983.000000 Penalty: 3689.729736
	Iteration 16Q: 3 clusters Score -1.123698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11236983.000000 Penalty: 3689.729736
	Iteration 17F: 3 clusters Score -1.123698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Entering Unmasked Estep 
Score: -3575064.250000 Penalty: 1664.907837
	Iteration 0F: 2 clusters Score -3575064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3556033.750000 Penalty: 3329.815674
	Iteration 0F: 3 clusters Score -3556034 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3563456.500000 Penalty: 3329.815674
	Iteration 1F: 3 clusters Score -3563456 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3563950.000000 Penalty: 3329.815674
	Iteration 2Q: 3 clusters Score -3563950 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3564542.750000 Penalty: 3329.815674
	Iteration 3F: 3 clusters Score -3564543 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3565396.000000 Penalty: 3329.815674
	Iteration 4F: 3 clusters Score -3565396 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3566498.500000 Penalty: 3329.815674
	Iteration 5F: 3 clusters Score -3566498 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3567872.250000 Penalty: 3329.815674
	Iteration 6F: 3 clusters Score -3567872 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3569434.250000 Penalty: 3329.815674
	Iteration 7F: 3 clusters Score -3569434 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3570979.750000 Penalty: 3329.815674
	Iteration 8F: 3 clusters Score -3570980 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3572208.000000 Penalty: 3329.815674
	Iteration 9Q: 3 clusters Score -3572208 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3573088.750000 Penalty: 3329.815674
	Iteration 10Q: 3 clusters Score -3573089 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3573550.250000 Penalty: 3329.815674
	Iteration 11Q: 3 clusters Score -3573550 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3573757.250000 Penalty: 3329.815674
	Iteration 12Q: 3 clusters Score -3573757 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3573879.750000 Penalty: 3329.815674
	Iteration 13Q: 3 clusters Score -3573880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3573950.500000 Penalty: 3329.815674
	Iteration 14Q: 3 clusters Score -3573950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3573999.750000 Penalty: 3329.815674
	Iteration 15Q: 3 clusters Score -3574000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3574036.250000 Penalty: 3329.815674
	Iteration 16Q: 3 clusters Score -3574036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3574066.000000 Penalty: 3329.815674
	Iteration 17Q: 3 clusters Score -3574066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3574083.500000 Penalty: 3329.815674
	Iteration 18Q: 3 clusters Score -3574084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3574109.250000 Penalty: 3329.815674
	Iteration 19Q: 3 clusters Score -3574109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3574132.250000 Penalty: 3329.815674
	Iteration 20F: 3 clusters Score -3574132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3574148.750000 Penalty: 3329.815674
	Iteration 21Q: 3 clusters Score -3574149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3574155.000000 Penalty: 3329.815674
	Iteration 22Q: 3 clusters Score -3574155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3574156.250000 Penalty: 3329.815674
	Iteration 23Q: 3 clusters Score -3574156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3574161.000000 Penalty: 3329.815674
	Iteration 24Q: 3 clusters Score -3574161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3574181.500000 Penalty: 3329.815674
	Iteration 25Q: 3 clusters Score -3574182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3574186.500000 Penalty: 3329.815674
	Iteration 26Q: 3 clusters Score -3574186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3574186.000000 Penalty: 3329.815674
	Iteration 27Q: 3 clusters Score -3574186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3574191.250000 Penalty: 3329.815674
	Iteration 28Q: 3 clusters Score -3574191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3574192.500000 Penalty: 3329.815674
	Iteration 29Q: 3 clusters Score -3574192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3574195.750000 Penalty: 3329.815674
	Iteration 30Q: 3 clusters Score -3574196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3574202.250000 Penalty: 3329.815674
	Iteration 31Q: 3 clusters Score -3574202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3574201.000000 Penalty: 3329.815674
	Iteration 32Q: 3 clusters Score -3574201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3574195.750000 Penalty: 3329.815674
	Iteration 33Q: 3 clusters Score -3574196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3574202.250000 Penalty: 3329.815674
	Iteration 34Q: 3 clusters Score -3574202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3574201.500000 Penalty: 3329.815674
	Iteration 35Q: 3 clusters Score -3574202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3574203.000000 Penalty: 3329.815674
	Iteration 36Q: 3 clusters Score -3574203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3574203.000000 Penalty: 3329.815674
	Iteration 37F: 3 clusters Score -3574203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Entering Unmasked Estep 
Score: -641684.125000 Penalty: 1394.977783
	Iteration 0F: 2 clusters Score -641684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -637528.562500 Penalty: 2789.955566
	Iteration 0F: 3 clusters Score -637528.6 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -638957.062500 Penalty: 2789.955566
	Iteration 1F: 3 clusters Score -638957.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -639278.437500 Penalty: 2789.955566
	Iteration 2F: 3 clusters Score -639278.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -639564.187500 Penalty: 2789.955566
	Iteration 3F: 3 clusters Score -639564.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -639788.625000 Penalty: 2789.955566
	Iteration 4F: 3 clusters Score -639788.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -639997.000000 Penalty: 2789.955566
	Iteration 5Q: 3 clusters Score -639997 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -640165.812500 Penalty: 2789.955566
	Iteration 6Q: 3 clusters Score -640165.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -640296.875000 Penalty: 2789.955566
	Iteration 7Q: 3 clusters Score -640296.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -640393.312500 Penalty: 2789.955566
	Iteration 8Q: 3 clusters Score -640393.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -640461.250000 Penalty: 2789.955566
	Iteration 9Q: 3 clusters Score -640461.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -640520.562500 Penalty: 2789.955566
	Iteration 10Q: 3 clusters Score -640520.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -640567.125000 Penalty: 2789.955566
	Iteration 11Q: 3 clusters Score -640567.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -640602.312500 Penalty: 2789.955566
	Iteration 12Q: 3 clusters Score -640602.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -640636.625000 Penalty: 2789.955566
	Iteration 13Q: 3 clusters Score -640636.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -640669.437500 Penalty: 2789.955566
	Iteration 14Q: 3 clusters Score -640669.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -640709.375000 Penalty: 2789.955566
	Iteration 15Q: 3 clusters Score -640709.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640741.562500 Penalty: 2789.955566
	Iteration 16Q: 3 clusters Score -640741.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -640773.312500 Penalty: 2789.955566
	Iteration 17Q: 3 clusters Score -640773.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -640795.687500 Penalty: 2789.955566
	Iteration 18Q: 3 clusters Score -640795.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -640817.125000 Penalty: 2789.955566
	Iteration 19Q: 3 clusters Score -640817.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -640830.312500 Penalty: 2789.955566
	Iteration 20F: 3 clusters Score -640830.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -640839.125000 Penalty: 2789.955566
	Iteration 21Q: 3 clusters Score -640839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -640840.875000 Penalty: 2789.955566
	Iteration 22Q: 3 clusters Score -640840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -640845.125000 Penalty: 2789.955566
	Iteration 23Q: 3 clusters Score -640845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -640844.750000 Penalty: 2789.955566
	Iteration 24Q: 3 clusters Score -640844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -640847.250000 Penalty: 2789.955566
	Iteration 25Q: 3 clusters Score -640847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -640847.437500 Penalty: 2789.955566
	Iteration 26Q: 3 clusters Score -640847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -640846.500000 Penalty: 2789.955566
	Iteration 27Q: 3 clusters Score -640846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -640848.312500 Penalty: 2789.955566
	Iteration 28Q: 3 clusters Score -640848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -640848.750000 Penalty: 2789.955566
	Iteration 29Q: 3 clusters Score -640848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -640849.062500 Penalty: 2789.955566
	Iteration 30Q: 3 clusters Score -640849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -640850.062500 Penalty: 2789.955566
	Iteration 31Q: 3 clusters Score -640850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -640849.000000 Penalty: 2789.955566
	Iteration 32Q: 3 clusters Score -640849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -640850.000000 Penalty: 2789.955566
	Iteration 33Q: 3 clusters Score -640850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -640850.625000 Penalty: 2789.955566
	Iteration 34Q: 3 clusters Score -640850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -640850.812500 Penalty: 2789.955566
	Iteration 35Q: 3 clusters Score -640850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -640852.250000 Penalty: 2789.955566
	Iteration 36Q: 3 clusters Score -640852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -640851.937500 Penalty: 2789.955566
	Iteration 37Q: 3 clusters Score -640851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -640850.937500 Penalty: 2789.955566
	Iteration 38Q: 3 clusters Score -640850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -640850.687500 Penalty: 2789.955566
	Iteration 39Q: 3 clusters Score -640850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -640852.125000 Penalty: 2789.955566
	Iteration 40F: 3 clusters Score -640852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -1325911.750000 Penalty: 1498.120117
	Iteration 0F: 2 clusters Score -1325912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1318661.750000 Penalty: 2996.240234
	Iteration 0F: 3 clusters Score -1318662 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1321055.250000 Penalty: 2996.240234
	Iteration 1F: 3 clusters Score -1321055 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1321371.375000 Penalty: 2996.240234
	Iteration 2F: 3 clusters Score -1321371 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1321693.375000 Penalty: 2996.240234
	Iteration 3F: 3 clusters Score -1321693 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1322024.000000 Penalty: 2996.240234
	Iteration 4F: 3 clusters Score -1322024 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1322339.625000 Penalty: 2996.240234
	Iteration 5F: 3 clusters Score -1322340 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1322669.750000 Penalty: 2996.240234
	Iteration 6F: 3 clusters Score -1322670 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1323025.250000 Penalty: 2996.240234
	Iteration 7F: 3 clusters Score -1323025 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1323389.875000 Penalty: 2996.240234
	Iteration 8Q: 3 clusters Score -1323390 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1323693.375000 Penalty: 2996.240234
	Iteration 9Q: 3 clusters Score -1323693 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1323913.875000 Penalty: 2996.240234
	Iteration 10Q: 3 clusters Score -1323914 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1324054.000000 Penalty: 2996.240234
	Iteration 11Q: 3 clusters Score -1324054 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1324192.500000 Penalty: 2996.240234
	Iteration 12Q: 3 clusters Score -1324192 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1324329.625000 Penalty: 2996.240234
	Iteration 13Q: 3 clusters Score -1324330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1324420.875000 Penalty: 2996.240234
	Iteration 14Q: 3 clusters Score -1324421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1324467.875000 Penalty: 2996.240234
	Iteration 15Q: 3 clusters Score -1324468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1324508.250000 Penalty: 2996.240234
	Iteration 16Q: 3 clusters Score -1324508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1324542.750000 Penalty: 2996.240234
	Iteration 17Q: 3 clusters Score -1324543 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1324579.625000 Penalty: 2996.240234
	Iteration 18Q: 3 clusters Score -1324580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1324601.125000 Penalty: 2996.240234
	Iteration 19Q: 3 clusters Score -1324601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1324617.750000 Penalty: 2996.240234
	Iteration 20F: 3 clusters Score -1324618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1324633.250000 Penalty: 2996.240234
	Iteration 21Q: 3 clusters Score -1324633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1324640.125000 Penalty: 2996.240234
	Iteration 22Q: 3 clusters Score -1324640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1324650.750000 Penalty: 2996.240234
	Iteration 23Q: 3 clusters Score -1324651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1324668.000000 Penalty: 2996.240234
	Iteration 24Q: 3 clusters Score -1324668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1324679.750000 Penalty: 2996.240234
	Iteration 25Q: 3 clusters Score -1324680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1324685.875000 Penalty: 2996.240234
	Iteration 26Q: 3 clusters Score -1324686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1324690.500000 Penalty: 2996.240234
	Iteration 27Q: 3 clusters Score -1324690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1324693.750000 Penalty: 2996.240234
	Iteration 28Q: 3 clusters Score -1324694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1324695.000000 Penalty: 2996.240234
	Iteration 29Q: 3 clusters Score -1324695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1324703.750000 Penalty: 2996.240234
	Iteration 30Q: 3 clusters Score -1324704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1324702.375000 Penalty: 2996.240234
	Iteration 31Q: 3 clusters Score -1324702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1324705.750000 Penalty: 2996.240234
	Iteration 32Q: 3 clusters Score -1324706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1324707.250000 Penalty: 2996.240234
	Iteration 33Q: 3 clusters Score -1324707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1324707.500000 Penalty: 2996.240234
	Iteration 34Q: 3 clusters Score -1324708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1324708.875000 Penalty: 2996.240234
	Iteration 35Q: 3 clusters Score -1324709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1324710.125000 Penalty: 2996.240234
	Iteration 36Q: 3 clusters Score -1324710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1324713.500000 Penalty: 2996.240234
	Iteration 37Q: 3 clusters Score -1324714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1324713.125000 Penalty: 2996.240234
	Iteration 38Q: 3 clusters Score -1324713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1324716.375000 Penalty: 2996.240234
	Iteration 39Q: 3 clusters Score -1324716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1324716.250000 Penalty: 2996.240234
	Iteration 40F: 3 clusters Score -1324716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1324714.375000 Penalty: 2996.240234
	Iteration 41Q: 3 clusters Score -1324714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1324715.500000 Penalty: 2996.240234
	Iteration 42Q: 3 clusters Score -1324716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1324714.500000 Penalty: 2996.240234
	Iteration 43Q: 3 clusters Score -1324714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1324714.625000 Penalty: 2996.240234
	Iteration 44Q: 3 clusters Score -1324715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1324714.750000 Penalty: 2996.240234
	Iteration 45Q: 3 clusters Score -1324715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1324713.875000 Penalty: 2996.240234
	Iteration 46Q: 3 clusters Score -1324714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1324714.500000 Penalty: 2996.240234
	Iteration 47Q: 3 clusters Score -1324714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1324714.875000 Penalty: 2996.240234
	Iteration 48Q: 3 clusters Score -1324715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1324714.500000 Penalty: 2996.240234
	Iteration 49Q: 3 clusters Score -1324714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1324716.375000 Penalty: 2996.240234
	Iteration 50Q: 3 clusters Score -1324716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1324716.375000 Penalty: 2996.240234
	Iteration 51F: 3 clusters Score -1324716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -636021.062500 Penalty: 1390.229736
	Iteration 0F: 2 clusters Score -636021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -631895.312500 Penalty: 2780.459473
	Iteration 0F: 3 clusters Score -631895.3 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -633011.062500 Penalty: 2780.459473
	Iteration 1F: 3 clusters Score -633011.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -633216.375000 Penalty: 2780.459473
	Iteration 2F: 3 clusters Score -633216.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -633362.187500 Penalty: 2780.459473
	Iteration 3F: 3 clusters Score -633362.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -633468.187500 Penalty: 2780.459473
	Iteration 4Q: 3 clusters Score -633468.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -633564.687500 Penalty: 2780.459473
	Iteration 5Q: 3 clusters Score -633564.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -633648.937500 Penalty: 2780.459473
	Iteration 6Q: 3 clusters Score -633648.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -633712.000000 Penalty: 2780.459473
	Iteration 7Q: 3 clusters Score -633712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -633765.625000 Penalty: 2780.459473
	Iteration 8Q: 3 clusters Score -633765.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -633812.812500 Penalty: 2780.459473
	Iteration 9Q: 3 clusters Score -633812.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -633853.125000 Penalty: 2780.459473
	Iteration 10Q: 3 clusters Score -633853.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -633882.000000 Penalty: 2780.459473
	Iteration 11Q: 3 clusters Score -633882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -633906.562500 Penalty: 2780.459473
	Iteration 12Q: 3 clusters Score -633906.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -633924.000000 Penalty: 2780.459473
	Iteration 13Q: 3 clusters Score -633924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -633943.687500 Penalty: 2780.459473
	Iteration 14Q: 3 clusters Score -633943.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -633963.625000 Penalty: 2780.459473
	Iteration 15Q: 3 clusters Score -633963.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -633976.062500 Penalty: 2780.459473
	Iteration 16Q: 3 clusters Score -633976.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -633987.937500 Penalty: 2780.459473
	Iteration 17Q: 3 clusters Score -633987.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -633999.062500 Penalty: 2780.459473
	Iteration 18Q: 3 clusters Score -633999.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -634007.687500 Penalty: 2780.459473
	Iteration 19Q: 3 clusters Score -634007.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -634016.437500 Penalty: 2780.459473
	Iteration 20F: 3 clusters Score -634016.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -634020.562500 Penalty: 2780.459473
	Iteration 21Q: 3 clusters Score -634020.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -634027.812500 Penalty: 2780.459473
	Iteration 22Q: 3 clusters Score -634027.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -634032.375000 Penalty: 2780.459473
	Iteration 23Q: 3 clusters Score -634032.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -634038.562500 Penalty: 2780.459473
	Iteration 24Q: 3 clusters Score -634038.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -634042.500000 Penalty: 2780.459473
	Iteration 25Q: 3 clusters Score -634042.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -634049.187500 Penalty: 2780.459473
	Iteration 26Q: 3 clusters Score -634049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -634055.000000 Penalty: 2780.459473
	Iteration 27Q: 3 clusters Score -634055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -634060.125000 Penalty: 2780.459473
	Iteration 28Q: 3 clusters Score -634060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -634063.875000 Penalty: 2780.459473
	Iteration 29Q: 3 clusters Score -634063.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -634066.875000 Penalty: 2780.459473
	Iteration 30Q: 3 clusters Score -634066.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -634070.062500 Penalty: 2780.459473
	Iteration 31Q: 3 clusters Score -634070.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -634073.875000 Penalty: 2780.459473
	Iteration 32Q: 3 clusters Score -634073.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -634080.000000 Penalty: 2780.459473
	Iteration 33Q: 3 clusters Score -634080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -634084.312500 Penalty: 2780.459473
	Iteration 34Q: 3 clusters Score -634084.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -634089.375000 Penalty: 2780.459473
	Iteration 35Q: 3 clusters Score -634089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -634090.875000 Penalty: 2780.459473
	Iteration 36Q: 3 clusters Score -634090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -634097.187500 Penalty: 2780.459473
	Iteration 37Q: 3 clusters Score -634097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -634099.812500 Penalty: 2780.459473
	Iteration 38Q: 3 clusters Score -634099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -634103.937500 Penalty: 2780.459473
	Iteration 39Q: 3 clusters Score -634103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -634107.687500 Penalty: 2780.459473
	Iteration 40F: 3 clusters Score -634107.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -634112.625000 Penalty: 2780.459473
	Iteration 41Q: 3 clusters Score -634112.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -634116.125000 Penalty: 2780.459473
	Iteration 42Q: 3 clusters Score -634116.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -634119.562500 Penalty: 2780.459473
	Iteration 43Q: 3 clusters Score -634119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -634122.187500 Penalty: 2780.459473
	Iteration 44Q: 3 clusters Score -634122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -634124.750000 Penalty: 2780.459473
	Iteration 45Q: 3 clusters Score -634124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -634129.125000 Penalty: 2780.459473
	Iteration 46Q: 3 clusters Score -634129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -634133.625000 Penalty: 2780.459473
	Iteration 47Q: 3 clusters Score -634133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -634137.437500 Penalty: 2780.459473
	Iteration 48Q: 3 clusters Score -634137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -634142.375000 Penalty: 2780.459473
	Iteration 49Q: 3 clusters Score -634142.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -634145.875000 Penalty: 2780.459473
	Iteration 50Q: 3 clusters Score -634145.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -634147.687500 Penalty: 2780.459473
	Iteration 51Q: 3 clusters Score -634147.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -634151.562500 Penalty: 2780.459473
	Iteration 52Q: 3 clusters Score -634151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -634151.562500 Penalty: 2780.459473
	Iteration 53Q: 3 clusters Score -634151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -634155.000000 Penalty: 2780.459473
	Iteration 54Q: 3 clusters Score -634155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -634159.375000 Penalty: 2780.459473
	Iteration 55Q: 3 clusters Score -634159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -634161.875000 Penalty: 2780.459473
	Iteration 56Q: 3 clusters Score -634161.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -634163.125000 Penalty: 2780.459473
	Iteration 57Q: 3 clusters Score -634163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -634165.875000 Penalty: 2780.459473
	Iteration 58Q: 3 clusters Score -634165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -634166.625000 Penalty: 2780.459473
	Iteration 59Q: 3 clusters Score -634166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -634169.312500 Penalty: 2780.459473
	Iteration 60F: 3 clusters Score -634169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -634170.125000 Penalty: 2780.459473
	Iteration 61Q: 3 clusters Score -634170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -634170.500000 Penalty: 2780.459473
	Iteration 62Q: 3 clusters Score -634170.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -634173.875000 Penalty: 2780.459473
	Iteration 63Q: 3 clusters Score -634173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -634174.937500 Penalty: 2780.459473
	Iteration 64Q: 3 clusters Score -634174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -634176.250000 Penalty: 2780.459473
	Iteration 65Q: 3 clusters Score -634176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -634176.750000 Penalty: 2780.459473
	Iteration 66Q: 3 clusters Score -634176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -634179.187500 Penalty: 2780.459473
	Iteration 67Q: 3 clusters Score -634179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -634179.437500 Penalty: 2780.459473
	Iteration 68Q: 3 clusters Score -634179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -634181.312500 Penalty: 2780.459473
	Iteration 69Q: 3 clusters Score -634181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -634183.500000 Penalty: 2780.459473
	Iteration 70Q: 3 clusters Score -634183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -634184.437500 Penalty: 2780.459473
	Iteration 71Q: 3 clusters Score -634184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -634186.312500 Penalty: 2780.459473
	Iteration 72Q: 3 clusters Score -634186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -634187.312500 Penalty: 2780.459473
	Iteration 73Q: 3 clusters Score -634187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -634188.625000 Penalty: 2780.459473
	Iteration 74Q: 3 clusters Score -634188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -634188.500000 Penalty: 2780.459473
	Iteration 75Q: 3 clusters Score -634188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -634189.875000 Penalty: 2780.459473
	Iteration 76Q: 3 clusters Score -634189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -634191.875000 Penalty: 2780.459473
	Iteration 77Q: 3 clusters Score -634191.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -634195.875000 Penalty: 2780.459473
	Iteration 78Q: 3 clusters Score -634195.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -634199.250000 Penalty: 2780.459473
	Iteration 79Q: 3 clusters Score -634199.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -634207.750000 Penalty: 2780.459473
	Iteration 80F: 3 clusters Score -634207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -634217.187500 Penalty: 2780.459473
	Iteration 81Q: 3 clusters Score -634217.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -634230.062500 Penalty: 2780.459473
	Iteration 82Q: 3 clusters Score -634230.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -634241.500000 Penalty: 2780.459473
	Iteration 83Q: 3 clusters Score -634241.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -634258.937500 Penalty: 2780.459473
	Iteration 84Q: 3 clusters Score -634258.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -634271.812500 Penalty: 2780.459473
	Iteration 85Q: 3 clusters Score -634271.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -634284.000000 Penalty: 2780.459473
	Iteration 86Q: 3 clusters Score -634284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -634293.500000 Penalty: 2780.459473
	Iteration 87Q: 3 clusters Score -634293.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -634306.375000 Penalty: 2780.459473
	Iteration 88Q: 3 clusters Score -634306.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -634321.875000 Penalty: 2780.459473
	Iteration 89Q: 3 clusters Score -634321.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -634345.562500 Penalty: 2780.459473
	Iteration 90Q: 3 clusters Score -634345.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -634366.062500 Penalty: 2780.459473
	Iteration 91Q: 3 clusters Score -634366.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -634385.625000 Penalty: 2780.459473
	Iteration 92Q: 3 clusters Score -634385.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -634411.062500 Penalty: 2780.459473
	Iteration 93Q: 3 clusters Score -634411.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -634429.687500 Penalty: 2780.459473
	Iteration 94Q: 3 clusters Score -634429.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -634452.312500 Penalty: 2780.459473
	Iteration 95Q: 3 clusters Score -634452.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -634472.250000 Penalty: 2780.459473
	Iteration 96Q: 3 clusters Score -634472.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -634498.687500 Penalty: 2780.459473
	Iteration 97Q: 3 clusters Score -634498.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -634518.187500 Penalty: 2780.459473
	Iteration 98Q: 3 clusters Score -634518.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -634532.375000 Penalty: 2780.459473
	Iteration 99Q: 3 clusters Score -634532.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -634549.500000 Penalty: 2780.459473
	Iteration 100F: 3 clusters Score -634549.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -634565.625000 Penalty: 2780.459473
	Iteration 101Q: 3 clusters Score -634565.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -634586.437500 Penalty: 2780.459473
	Iteration 102Q: 3 clusters Score -634586.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -634602.562500 Penalty: 2780.459473
	Iteration 103Q: 3 clusters Score -634602.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -634622.625000 Penalty: 2780.459473
	Iteration 104Q: 3 clusters Score -634622.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -634640.750000 Penalty: 2780.459473
	Iteration 105Q: 3 clusters Score -634640.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -634651.937500 Penalty: 2780.459473
	Iteration 106Q: 3 clusters Score -634651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -634658.187500 Penalty: 2780.459473
	Iteration 107Q: 3 clusters Score -634658.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -634666.562500 Penalty: 2780.459473
	Iteration 108Q: 3 clusters Score -634666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -634672.375000 Penalty: 2780.459473
	Iteration 109Q: 3 clusters Score -634672.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -634679.937500 Penalty: 2780.459473
	Iteration 110Q: 3 clusters Score -634679.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -634687.937500 Penalty: 2780.459473
	Iteration 111Q: 3 clusters Score -634687.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -634696.375000 Penalty: 2780.459473
	Iteration 112Q: 3 clusters Score -634696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -634700.312500 Penalty: 2780.459473
	Iteration 113Q: 3 clusters Score -634700.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -634706.000000 Penalty: 2780.459473
	Iteration 114Q: 3 clusters Score -634706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -634712.250000 Penalty: 2780.459473
	Iteration 115Q: 3 clusters Score -634712.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -634721.812500 Penalty: 2780.459473
	Iteration 116Q: 3 clusters Score -634721.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -634728.562500 Penalty: 2780.459473
	Iteration 117Q: 3 clusters Score -634728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -634736.750000 Penalty: 2780.459473
	Iteration 118Q: 3 clusters Score -634736.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -634746.625000 Penalty: 2780.459473
	Iteration 119Q: 3 clusters Score -634746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -634756.875000 Penalty: 2780.459473
	Iteration 120F: 3 clusters Score -634756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -634764.625000 Penalty: 2780.459473
	Iteration 121Q: 3 clusters Score -634764.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -634774.500000 Penalty: 2780.459473
	Iteration 122Q: 3 clusters Score -634774.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -634784.000000 Penalty: 2780.459473
	Iteration 123Q: 3 clusters Score -634784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -634790.562500 Penalty: 2780.459473
	Iteration 124Q: 3 clusters Score -634790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -634796.187500 Penalty: 2780.459473
	Iteration 125Q: 3 clusters Score -634796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -634803.812500 Penalty: 2780.459473
	Iteration 126Q: 3 clusters Score -634803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -634811.625000 Penalty: 2780.459473
	Iteration 127Q: 3 clusters Score -634811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -634817.812500 Penalty: 2780.459473
	Iteration 128Q: 3 clusters Score -634817.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -634826.125000 Penalty: 2780.459473
	Iteration 129Q: 3 clusters Score -634826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -634834.625000 Penalty: 2780.459473
	Iteration 130Q: 3 clusters Score -634834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -634841.562500 Penalty: 2780.459473
	Iteration 131Q: 3 clusters Score -634841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -634845.250000 Penalty: 2780.459473
	Iteration 132Q: 3 clusters Score -634845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -634848.437500 Penalty: 2780.459473
	Iteration 133Q: 3 clusters Score -634848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -634848.687500 Penalty: 2780.459473
	Iteration 134Q: 3 clusters Score -634848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -634851.375000 Penalty: 2780.459473
	Iteration 135Q: 3 clusters Score -634851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -634854.687500 Penalty: 2780.459473
	Iteration 136Q: 3 clusters Score -634854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -634854.625000 Penalty: 2780.459473
	Iteration 137Q: 3 clusters Score -634854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -634855.375000 Penalty: 2780.459473
	Iteration 138Q: 3 clusters Score -634855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -634855.375000 Penalty: 2780.459473
	Iteration 139F: 3 clusters Score -634855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -812976.062500 Penalty: 1418.789673
	Iteration 0F: 2 clusters Score -812976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -808262.812500 Penalty: 2837.579346
	Iteration 0F: 3 clusters Score -808262.8 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -809646.000000 Penalty: 2837.579346
	Iteration 1F: 3 clusters Score -809646 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -809852.875000 Penalty: 2837.579346
	Iteration 2F: 3 clusters Score -809852.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -810006.687500 Penalty: 2837.579346
	Iteration 3Q: 3 clusters Score -810006.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -810149.625000 Penalty: 2837.579346
	Iteration 4Q: 3 clusters Score -810149.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -810311.625000 Penalty: 2837.579346
	Iteration 5Q: 3 clusters Score -810311.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -810496.312500 Penalty: 2837.579346
	Iteration 6Q: 3 clusters Score -810496.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -810692.437500 Penalty: 2837.579346
	Iteration 7Q: 3 clusters Score -810692.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -810886.875000 Penalty: 2837.579346
	Iteration 8Q: 3 clusters Score -810886.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -811070.312500 Penalty: 2837.579346
	Iteration 9Q: 3 clusters Score -811070.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -811233.562500 Penalty: 2837.579346
	Iteration 10Q: 3 clusters Score -811233.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -811338.437500 Penalty: 2837.579346
	Iteration 11Q: 3 clusters Score -811338.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -811431.437500 Penalty: 2837.579346
	Iteration 12Q: 3 clusters Score -811431.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -811509.812500 Penalty: 2837.579346
	Iteration 13Q: 3 clusters Score -811509.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -811581.562500 Penalty: 2837.579346
	Iteration 14Q: 3 clusters Score -811581.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -811618.875000 Penalty: 2837.579346
	Iteration 15Q: 3 clusters Score -811618.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -811650.062500 Penalty: 2837.579346
	Iteration 16Q: 3 clusters Score -811650.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -811680.937500 Penalty: 2837.579346
	Iteration 17Q: 3 clusters Score -811680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -811699.750000 Penalty: 2837.579346
	Iteration 18Q: 3 clusters Score -811699.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -811717.875000 Penalty: 2837.579346
	Iteration 19Q: 3 clusters Score -811717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -811729.250000 Penalty: 2837.579346
	Iteration 20F: 3 clusters Score -811729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -811736.625000 Penalty: 2837.579346
	Iteration 21Q: 3 clusters Score -811736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -811742.562500 Penalty: 2837.579346
	Iteration 22Q: 3 clusters Score -811742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -811745.187500 Penalty: 2837.579346
	Iteration 23Q: 3 clusters Score -811745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -811744.812500 Penalty: 2837.579346
	Iteration 24Q: 3 clusters Score -811744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -811747.125000 Penalty: 2837.579346
	Iteration 25Q: 3 clusters Score -811747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -811749.062500 Penalty: 2837.579346
	Iteration 26Q: 3 clusters Score -811749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -811749.062500 Penalty: 2837.579346
	Iteration 27F: 3 clusters Score -811749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -613969.687500 Penalty: 1377.207031
	Iteration 0F: 2 clusters Score -613969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -610095.875000 Penalty: 2754.414062
	Iteration 0F: 3 clusters Score -610095.9 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -611209.875000 Penalty: 2754.414062
	Iteration 1F: 3 clusters Score -611209.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -611395.812500 Penalty: 2754.414062
	Iteration 2F: 3 clusters Score -611395.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -611528.500000 Penalty: 2754.414062
	Iteration 3F: 3 clusters Score -611528.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -611619.812500 Penalty: 2754.414062
	Iteration 4Q: 3 clusters Score -611619.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -611706.000000 Penalty: 2754.414062
	Iteration 5Q: 3 clusters Score -611706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -611790.625000 Penalty: 2754.414062
	Iteration 6Q: 3 clusters Score -611790.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -611876.687500 Penalty: 2754.414062
	Iteration 7Q: 3 clusters Score -611876.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -611985.750000 Penalty: 2754.414062
	Iteration 8Q: 3 clusters Score -611985.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -612114.875000 Penalty: 2754.414062
	Iteration 9Q: 3 clusters Score -612114.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -612230.750000 Penalty: 2754.414062
	Iteration 10Q: 3 clusters Score -612230.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -612315.625000 Penalty: 2754.414062
	Iteration 11Q: 3 clusters Score -612315.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -612391.187500 Penalty: 2754.414062
	Iteration 12Q: 3 clusters Score -612391.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -612469.437500 Penalty: 2754.414062
	Iteration 13Q: 3 clusters Score -612469.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -612549.562500 Penalty: 2754.414062
	Iteration 14Q: 3 clusters Score -612549.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -612608.687500 Penalty: 2754.414062
	Iteration 15Q: 3 clusters Score -612608.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -612654.062500 Penalty: 2754.414062
	Iteration 16Q: 3 clusters Score -612654.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -612689.125000 Penalty: 2754.414062
	Iteration 17Q: 3 clusters Score -612689.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -612707.250000 Penalty: 2754.414062
	Iteration 18Q: 3 clusters Score -612707.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -612724.500000 Penalty: 2754.414062
	Iteration 19Q: 3 clusters Score -612724.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -612741.187500 Penalty: 2754.414062
	Iteration 20F: 3 clusters Score -612741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -612755.625000 Penalty: 2754.414062
	Iteration 21Q: 3 clusters Score -612755.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -612767.000000 Penalty: 2754.414062
	Iteration 22Q: 3 clusters Score -612767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -612778.937500 Penalty: 2754.414062
	Iteration 23Q: 3 clusters Score -612778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -612785.750000 Penalty: 2754.414062
	Iteration 24Q: 3 clusters Score -612785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -612792.937500 Penalty: 2754.414062
	Iteration 25Q: 3 clusters Score -612792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -612796.812500 Penalty: 2754.414062
	Iteration 26Q: 3 clusters Score -612796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -612799.250000 Penalty: 2754.414062
	Iteration 27Q: 3 clusters Score -612799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -612799.625000 Penalty: 2754.414062
	Iteration 28Q: 3 clusters Score -612799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -612800.062500 Penalty: 2754.414062
	Iteration 29Q: 3 clusters Score -612800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -612804.062500 Penalty: 2754.414062
	Iteration 30Q: 3 clusters Score -612804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -612809.500000 Penalty: 2754.414062
	Iteration 31Q: 3 clusters Score -612809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -612811.937500 Penalty: 2754.414062
	Iteration 32Q: 3 clusters Score -612811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -612811.937500 Penalty: 2754.414062
	Iteration 33Q: 3 clusters Score -612811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -612813.937500 Penalty: 2754.414062
	Iteration 34Q: 3 clusters Score -612813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -612813.875000 Penalty: 2754.414062
	Iteration 35Q: 3 clusters Score -612813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -612813.875000 Penalty: 2754.414062
	Iteration 36F: 3 clusters Score -612813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7515.147461 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7515.147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7558.583008 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7558.583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7569.950195 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7569.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7569.950195 Penalty: 1499.914185
	Iteration 3F: 3 clusters Score -7569.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -368494.687500 Penalty: 1287.838135
	Iteration 0F: 2 clusters Score -368494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -365895.156250 Penalty: 2575.676270
	Iteration 0F: 3 clusters Score -365895.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366471.625000 Penalty: 2575.676270
	Iteration 1F: 3 clusters Score -366471.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366581.125000 Penalty: 2575.676270
	Iteration 2F: 3 clusters Score -366581.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366642.093750 Penalty: 2575.676270
	Iteration 3Q: 3 clusters Score -366642.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366684.687500 Penalty: 2575.676270
	Iteration 4Q: 3 clusters Score -366684.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -366717.312500 Penalty: 2575.676270
	Iteration 5Q: 3 clusters Score -366717.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -366737.843750 Penalty: 2575.676270
	Iteration 6Q: 3 clusters Score -366737.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366749.937500 Penalty: 2575.676270
	Iteration 7Q: 3 clusters Score -366749.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -366758.156250 Penalty: 2575.676270
	Iteration 8Q: 3 clusters Score -366758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -366763.312500 Penalty: 2575.676270
	Iteration 9Q: 3 clusters Score -366763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -366768.156250 Penalty: 2575.676270
	Iteration 10Q: 3 clusters Score -366768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -366771.187500 Penalty: 2575.676270
	Iteration 11Q: 3 clusters Score -366771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -366776.281250 Penalty: 2575.676270
	Iteration 12Q: 3 clusters Score -366776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -366778.687500 Penalty: 2575.676270
	Iteration 13Q: 3 clusters Score -366778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -366783.312500 Penalty: 2575.676270
	Iteration 14Q: 3 clusters Score -366783.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -366787.125000 Penalty: 2575.676270
	Iteration 15Q: 3 clusters Score -366787.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366791.093750 Penalty: 2575.676270
	Iteration 16Q: 3 clusters Score -366791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -366792.937500 Penalty: 2575.676270
	Iteration 17Q: 3 clusters Score -366792.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -366797.562500 Penalty: 2575.676270
	Iteration 18Q: 3 clusters Score -366797.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -366803.750000 Penalty: 2575.676270
	Iteration 19Q: 3 clusters Score -366803.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -366809.156250 Penalty: 2575.676270
	Iteration 20F: 3 clusters Score -366809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -366812.531250 Penalty: 2575.676270
	Iteration 21Q: 3 clusters Score -366812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -366815.562500 Penalty: 2575.676270
	Iteration 22Q: 3 clusters Score -366815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -366822.031250 Penalty: 2575.676270
	Iteration 23Q: 3 clusters Score -366822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -366825.218750 Penalty: 2575.676270
	Iteration 24Q: 3 clusters Score -366825.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -366831.437500 Penalty: 2575.676270
	Iteration 25Q: 3 clusters Score -366831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -366836.750000 Penalty: 2575.676270
	Iteration 26Q: 3 clusters Score -366836.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -366843.281250 Penalty: 2575.676270
	Iteration 27Q: 3 clusters Score -366843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366850.406250 Penalty: 2575.676270
	Iteration 28Q: 3 clusters Score -366850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -366857.812500 Penalty: 2575.676270
	Iteration 29Q: 3 clusters Score -366857.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -366864.750000 Penalty: 2575.676270
	Iteration 30Q: 3 clusters Score -366864.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -366871.937500 Penalty: 2575.676270
	Iteration 31Q: 3 clusters Score -366871.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -366877.593750 Penalty: 2575.676270
	Iteration 32Q: 3 clusters Score -366877.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -366887.000000 Penalty: 2575.676270
	Iteration 33Q: 3 clusters Score -366887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -366898.093750 Penalty: 2575.676270
	Iteration 34Q: 3 clusters Score -366898.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -366905.656250 Penalty: 2575.676270
	Iteration 35Q: 3 clusters Score -366905.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -366911.156250 Penalty: 2575.676270
	Iteration 36Q: 3 clusters Score -366911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -366917.531250 Penalty: 2575.676270
	Iteration 37Q: 3 clusters Score -366917.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -366924.031250 Penalty: 2575.676270
	Iteration 38Q: 3 clusters Score -366924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -366931.875000 Penalty: 2575.676270
	Iteration 39Q: 3 clusters Score -366931.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -366940.000000 Penalty: 2575.676270
	Iteration 40F: 3 clusters Score -366940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -366947.937500 Penalty: 2575.676270
	Iteration 41Q: 3 clusters Score -366947.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -366952.093750 Penalty: 2575.676270
	Iteration 42Q: 3 clusters Score -366952.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -366956.468750 Penalty: 2575.676270
	Iteration 43Q: 3 clusters Score -366956.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -366960.281250 Penalty: 2575.676270
	Iteration 44Q: 3 clusters Score -366960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366965.125000 Penalty: 2575.676270
	Iteration 45Q: 3 clusters Score -366965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -366966.968750 Penalty: 2575.676270
	Iteration 46Q: 3 clusters Score -366967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -366969.406250 Penalty: 2575.676270
	Iteration 47Q: 3 clusters Score -366969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -366971.218750 Penalty: 2575.676270
	Iteration 48Q: 3 clusters Score -366971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -366972.687500 Penalty: 2575.676270
	Iteration 49Q: 3 clusters Score -366972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -366975.000000 Penalty: 2575.676270
	Iteration 50Q: 3 clusters Score -366975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -366977.718750 Penalty: 2575.676270
	Iteration 51Q: 3 clusters Score -366977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -366981.125000 Penalty: 2575.676270
	Iteration 52Q: 3 clusters Score -366981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -366985.875000 Penalty: 2575.676270
	Iteration 53Q: 3 clusters Score -366985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -366991.218750 Penalty: 2575.676270
	Iteration 54Q: 3 clusters Score -366991.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -367000.562500 Penalty: 2575.676270
	Iteration 55Q: 3 clusters Score -367000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -367006.625000 Penalty: 2575.676270
	Iteration 56Q: 3 clusters Score -367006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -367014.468750 Penalty: 2575.676270
	Iteration 57Q: 3 clusters Score -367014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -367023.937500 Penalty: 2575.676270
	Iteration 58Q: 3 clusters Score -367023.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -367033.875000 Penalty: 2575.676270
	Iteration 59Q: 3 clusters Score -367033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -367041.781250 Penalty: 2575.676270
	Iteration 60F: 3 clusters Score -367041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -367048.687500 Penalty: 2575.676270
	Iteration 61Q: 3 clusters Score -367048.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -367056.312500 Penalty: 2575.676270
	Iteration 62Q: 3 clusters Score -367056.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -367063.250000 Penalty: 2575.676270
	Iteration 63Q: 3 clusters Score -367063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -367071.000000 Penalty: 2575.676270
	Iteration 64Q: 3 clusters Score -367071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -367075.843750 Penalty: 2575.676270
	Iteration 65Q: 3 clusters Score -367075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -367082.000000 Penalty: 2575.676270
	Iteration 66Q: 3 clusters Score -367082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -367090.000000 Penalty: 2575.676270
	Iteration 67Q: 3 clusters Score -367090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -367099.593750 Penalty: 2575.676270
	Iteration 68Q: 3 clusters Score -367099.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -367115.468750 Penalty: 2575.676270
	Iteration 69Q: 3 clusters Score -367115.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -367122.531250 Penalty: 2575.676270
	Iteration 70Q: 3 clusters Score -367122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -367126.062500 Penalty: 2575.676270
	Iteration 71Q: 3 clusters Score -367126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -367131.843750 Penalty: 2575.676270
	Iteration 72Q: 3 clusters Score -367131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -367137.562500 Penalty: 2575.676270
	Iteration 73Q: 3 clusters Score -367137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -367144.968750 Penalty: 2575.676270
	Iteration 74Q: 3 clusters Score -367145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -367154.531250 Penalty: 2575.676270
	Iteration 75Q: 3 clusters Score -367154.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -367165.500000 Penalty: 2575.676270
	Iteration 76Q: 3 clusters Score -367165.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -367172.843750 Penalty: 2575.676270
	Iteration 77Q: 3 clusters Score -367172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -367177.687500 Penalty: 2575.676270
	Iteration 78Q: 3 clusters Score -367177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -367182.187500 Penalty: 2575.676270
	Iteration 79Q: 3 clusters Score -367182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -367189.937500 Penalty: 2575.676270
	Iteration 80F: 3 clusters Score -367189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -367197.000000 Penalty: 2575.676270
	Iteration 81Q: 3 clusters Score -367197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -367204.000000 Penalty: 2575.676270
	Iteration 82Q: 3 clusters Score -367204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -367208.125000 Penalty: 2575.676270
	Iteration 83Q: 3 clusters Score -367208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -367213.687500 Penalty: 2575.676270
	Iteration 84Q: 3 clusters Score -367213.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -367217.906250 Penalty: 2575.676270
	Iteration 85Q: 3 clusters Score -367217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -367220.906250 Penalty: 2575.676270
	Iteration 86Q: 3 clusters Score -367220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -367222.375000 Penalty: 2575.676270
	Iteration 87Q: 3 clusters Score -367222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -367226.062500 Penalty: 2575.676270
	Iteration 88Q: 3 clusters Score -367226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -367230.187500 Penalty: 2575.676270
	Iteration 89Q: 3 clusters Score -367230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -367237.812500 Penalty: 2575.676270
	Iteration 90Q: 3 clusters Score -367237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -367244.093750 Penalty: 2575.676270
	Iteration 91Q: 3 clusters Score -367244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -367248.906250 Penalty: 2575.676270
	Iteration 92Q: 3 clusters Score -367248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -367252.781250 Penalty: 2575.676270
	Iteration 93Q: 3 clusters Score -367252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -367255.281250 Penalty: 2575.676270
	Iteration 94Q: 3 clusters Score -367255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -367256.343750 Penalty: 2575.676270
	Iteration 95Q: 3 clusters Score -367256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -367257.250000 Penalty: 2575.676270
	Iteration 96Q: 3 clusters Score -367257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -367258.781250 Penalty: 2575.676270
	Iteration 97Q: 3 clusters Score -367258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -367259.968750 Penalty: 2575.676270
	Iteration 98Q: 3 clusters Score -367260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -367259.968750 Penalty: 2575.676270
	Iteration 99F: 3 clusters Score -367260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Entering Unmasked Estep 
Score: -10322903.000000 Penalty: 1829.650391
	Iteration 0F: 2 clusters Score -1.03229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -10273971.000000 Penalty: 3659.300781
	Iteration 0F: 3 clusters Score -1.027397e+07 nChanged 37141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -10295319.000000 Penalty: 3659.300781
	Iteration 1F: 3 clusters Score -1.029532e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -10296128.000000 Penalty: 3659.300781
	Iteration 2Q: 3 clusters Score -1.029613e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -10297080.000000 Penalty: 3659.300781
	Iteration 3Q: 3 clusters Score -1.029708e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -10298265.000000 Penalty: 3659.300781
	Iteration 4Q: 3 clusters Score -1.029826e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -10299920.000000 Penalty: 3659.300781
	Iteration 5Q: 3 clusters Score -1.029992e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -10302251.000000 Penalty: 3659.300781
	Iteration 6F: 3 clusters Score -1.030225e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -10305435.000000 Penalty: 3659.300781
	Iteration 7F: 3 clusters Score -1.030544e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -10308656.000000 Penalty: 3659.300781
	Iteration 8F: 3 clusters Score -1.030866e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -10311032.000000 Penalty: 3659.300781
	Iteration 9F: 3 clusters Score -1.031103e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -10312344.000000 Penalty: 3659.300781
	Iteration 10Q: 3 clusters Score -1.031234e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -10312937.000000 Penalty: 3659.300781
	Iteration 11Q: 3 clusters Score -1.031294e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -10313486.000000 Penalty: 3659.300781
	Iteration 12Q: 3 clusters Score -1.031349e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -10313918.000000 Penalty: 3659.300781
	Iteration 13Q: 3 clusters Score -1.031392e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -10314450.000000 Penalty: 3659.300781
	Iteration 14Q: 3 clusters Score -1.031445e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -10314926.000000 Penalty: 3659.300781
	Iteration 15Q: 3 clusters Score -1.031493e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -10315443.000000 Penalty: 3659.300781
	Iteration 16Q: 3 clusters Score -1.031544e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -10315886.000000 Penalty: 3659.300781
	Iteration 17Q: 3 clusters Score -1.031589e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -10316241.000000 Penalty: 3659.300781
	Iteration 18Q: 3 clusters Score -1.031624e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -10316677.000000 Penalty: 3659.300781
	Iteration 19Q: 3 clusters Score -1.031668e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -10317078.000000 Penalty: 3659.300781
	Iteration 20F: 3 clusters Score -1.031708e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -10317357.000000 Penalty: 3659.300781
	Iteration 21Q: 3 clusters Score -1.031736e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -10317701.000000 Penalty: 3659.300781
	Iteration 22Q: 3 clusters Score -1.03177e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -10318002.000000 Penalty: 3659.300781
	Iteration 23Q: 3 clusters Score -1.0318e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -10318346.000000 Penalty: 3659.300781
	Iteration 24Q: 3 clusters Score -1.031835e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -10318775.000000 Penalty: 3659.300781
	Iteration 25Q: 3 clusters Score -1.031878e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -10319186.000000 Penalty: 3659.300781
	Iteration 26Q: 3 clusters Score -1.031919e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -10319488.000000 Penalty: 3659.300781
	Iteration 27Q: 3 clusters Score -1.031949e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -10319770.000000 Penalty: 3659.300781
	Iteration 28Q: 3 clusters Score -1.031977e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -10319986.000000 Penalty: 3659.300781
	Iteration 29Q: 3 clusters Score -1.031999e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -10320159.000000 Penalty: 3659.300781
	Iteration 30Q: 3 clusters Score -1.032016e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -10320319.000000 Penalty: 3659.300781
	Iteration 31Q: 3 clusters Score -1.032032e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -10320481.000000 Penalty: 3659.300781
	Iteration 32Q: 3 clusters Score -1.032048e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -10320620.000000 Penalty: 3659.300781
	Iteration 33Q: 3 clusters Score -1.032062e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -10320749.000000 Penalty: 3659.300781
	Iteration 34Q: 3 clusters Score -1.032075e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -10320849.000000 Penalty: 3659.300781
	Iteration 35Q: 3 clusters Score -1.032085e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -10320900.000000 Penalty: 3659.300781
	Iteration 36Q: 3 clusters Score -1.03209e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -10320958.000000 Penalty: 3659.300781
	Iteration 37Q: 3 clusters Score -1.032096e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -10321033.000000 Penalty: 3659.300781
	Iteration 38Q: 3 clusters Score -1.032103e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10321085.000000 Penalty: 3659.300781
	Iteration 39Q: 3 clusters Score -1.032108e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -10321103.000000 Penalty: 3659.300781
	Iteration 40F: 3 clusters Score -1.03211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -10321140.000000 Penalty: 3659.300781
	Iteration 41Q: 3 clusters Score -1.032114e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -10321171.000000 Penalty: 3659.300781
	Iteration 42Q: 3 clusters Score -1.032117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -10321176.000000 Penalty: 3659.300781
	Iteration 43Q: 3 clusters Score -1.032118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -10321190.000000 Penalty: 3659.300781
	Iteration 44Q: 3 clusters Score -1.032119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -10321209.000000 Penalty: 3659.300781
	Iteration 45Q: 3 clusters Score -1.032121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -10321216.000000 Penalty: 3659.300781
	Iteration 46Q: 3 clusters Score -1.032122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -10321223.000000 Penalty: 3659.300781
	Iteration 47Q: 3 clusters Score -1.032122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -10321240.000000 Penalty: 3659.300781
	Iteration 48Q: 3 clusters Score -1.032124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -10321232.000000 Penalty: 3659.300781
	Iteration 49Q: 3 clusters Score -1.032123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -10321233.000000 Penalty: 3659.300781
	Iteration 50Q: 3 clusters Score -1.032123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10321236.000000 Penalty: 3659.300781
	Iteration 51Q: 3 clusters Score -1.032124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -10321236.000000 Penalty: 3659.300781
	Iteration 52Q: 3 clusters Score -1.032124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -10321243.000000 Penalty: 3659.300781
	Iteration 53Q: 3 clusters Score -1.032124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -10321249.000000 Penalty: 3659.300781
	Iteration 54Q: 3 clusters Score -1.032125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -10321253.000000 Penalty: 3659.300781
	Iteration 55Q: 3 clusters Score -1.032125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -10321252.000000 Penalty: 3659.300781
	Iteration 56Q: 3 clusters Score -1.032125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -10321250.000000 Penalty: 3659.300781
	Iteration 57Q: 3 clusters Score -1.032125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -10321250.000000 Penalty: 3659.300781
	Iteration 58Q: 3 clusters Score -1.032125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -10321250.000000 Penalty: 3659.300781
	Iteration 59F: 3 clusters Score -1.032125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Entering Unmasked Estep 
Score: -4860004.000000 Penalty: 1708.967896
	Iteration 0F: 2 clusters Score -4860004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4835128.000000 Penalty: 3417.935791
	Iteration 0F: 3 clusters Score -4835128 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4844821.500000 Penalty: 3417.935791
	Iteration 1F: 3 clusters Score -4844822 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4845210.000000 Penalty: 3417.935791
	Iteration 2Q: 3 clusters Score -4845210 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4845568.000000 Penalty: 3417.935791
	Iteration 3Q: 3 clusters Score -4845568 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4845937.000000 Penalty: 3417.935791
	Iteration 4Q: 3 clusters Score -4845937 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4846331.000000 Penalty: 3417.935791
	Iteration 5Q: 3 clusters Score -4846331 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4846825.000000 Penalty: 3417.935791
	Iteration 6Q: 3 clusters Score -4846825 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4847436.500000 Penalty: 3417.935791
	Iteration 7Q: 3 clusters Score -4847436 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4848318.000000 Penalty: 3417.935791
	Iteration 8Q: 3 clusters Score -4848318 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4849595.500000 Penalty: 3417.935791
	Iteration 9F: 3 clusters Score -4849596 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4851201.500000 Penalty: 3417.935791
	Iteration 10F: 3 clusters Score -4851202 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4852457.500000 Penalty: 3417.935791
	Iteration 11F: 3 clusters Score -4852458 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4853020.500000 Penalty: 3417.935791
	Iteration 12Q: 3 clusters Score -4853020 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4853302.000000 Penalty: 3417.935791
	Iteration 13Q: 3 clusters Score -4853302 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4853441.000000 Penalty: 3417.935791
	Iteration 14Q: 3 clusters Score -4853441 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4853569.500000 Penalty: 3417.935791
	Iteration 15Q: 3 clusters Score -4853570 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4853739.000000 Penalty: 3417.935791
	Iteration 16Q: 3 clusters Score -4853739 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -4853929.000000 Penalty: 3417.935791
	Iteration 17Q: 3 clusters Score -4853929 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4854158.500000 Penalty: 3417.935791
	Iteration 18Q: 3 clusters Score -4854158 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4854492.000000 Penalty: 3417.935791
	Iteration 19Q: 3 clusters Score -4854492 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4854837.000000 Penalty: 3417.935791
	Iteration 20F: 3 clusters Score -4854837 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4855176.000000 Penalty: 3417.935791
	Iteration 21Q: 3 clusters Score -4855176 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4855481.000000 Penalty: 3417.935791
	Iteration 22Q: 3 clusters Score -4855481 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4855748.500000 Penalty: 3417.935791
	Iteration 23Q: 3 clusters Score -4855748 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4855948.000000 Penalty: 3417.935791
	Iteration 24Q: 3 clusters Score -4855948 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4856119.500000 Penalty: 3417.935791
	Iteration 25Q: 3 clusters Score -4856120 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4856273.500000 Penalty: 3417.935791
	Iteration 26Q: 3 clusters Score -4856274 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4856366.500000 Penalty: 3417.935791
	Iteration 27Q: 3 clusters Score -4856366 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4856464.000000 Penalty: 3417.935791
	Iteration 28Q: 3 clusters Score -4856464 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4856522.500000 Penalty: 3417.935791
	Iteration 29Q: 3 clusters Score -4856522 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4856568.500000 Penalty: 3417.935791
	Iteration 30Q: 3 clusters Score -4856568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4856604.500000 Penalty: 3417.935791
	Iteration 31Q: 3 clusters Score -4856604 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4856648.500000 Penalty: 3417.935791
	Iteration 32Q: 3 clusters Score -4856648 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4856673.000000 Penalty: 3417.935791
	Iteration 33Q: 3 clusters Score -4856673 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4856690.000000 Penalty: 3417.935791
	Iteration 34Q: 3 clusters Score -4856690 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4856729.500000 Penalty: 3417.935791
	Iteration 35Q: 3 clusters Score -4856730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4856762.000000 Penalty: 3417.935791
	Iteration 36Q: 3 clusters Score -4856762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4856767.500000 Penalty: 3417.935791
	Iteration 37Q: 3 clusters Score -4856768 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4856804.500000 Penalty: 3417.935791
	Iteration 38Q: 3 clusters Score -4856804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4856826.000000 Penalty: 3417.935791
	Iteration 39Q: 3 clusters Score -4856826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4856848.500000 Penalty: 3417.935791
	Iteration 40F: 3 clusters Score -4856848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4856874.000000 Penalty: 3417.935791
	Iteration 41Q: 3 clusters Score -4856874 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4856897.000000 Penalty: 3417.935791
	Iteration 42Q: 3 clusters Score -4856897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4856901.000000 Penalty: 3417.935791
	Iteration 43Q: 3 clusters Score -4856901 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4856899.500000 Penalty: 3417.935791
	Iteration 44Q: 3 clusters Score -4856900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4856917.000000 Penalty: 3417.935791
	Iteration 45Q: 3 clusters Score -4856917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4856917.000000 Penalty: 3417.935791
	Iteration 46Q: 3 clusters Score -4856917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4856938.500000 Penalty: 3417.935791
	Iteration 47Q: 3 clusters Score -4856938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4856945.500000 Penalty: 3417.935791
	Iteration 48Q: 3 clusters Score -4856946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4856962.000000 Penalty: 3417.935791
	Iteration 49Q: 3 clusters Score -4856962 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4856964.000000 Penalty: 3417.935791
	Iteration 50Q: 3 clusters Score -4856964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4856986.500000 Penalty: 3417.935791
	Iteration 51Q: 3 clusters Score -4856986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -4857001.500000 Penalty: 3417.935791
	Iteration 52Q: 3 clusters Score -4857002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -4857020.000000 Penalty: 3417.935791
	Iteration 53Q: 3 clusters Score -4857020 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4857045.500000 Penalty: 3417.935791
	Iteration 54Q: 3 clusters Score -4857046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4857055.500000 Penalty: 3417.935791
	Iteration 55Q: 3 clusters Score -4857056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4857037.500000 Penalty: 3417.935791
	Iteration 56Q: 3 clusters Score -4857038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4857063.000000 Penalty: 3417.935791
	Iteration 57Q: 3 clusters Score -4857063 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4857077.000000 Penalty: 3417.935791
	Iteration 58Q: 3 clusters Score -4857077 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4857075.500000 Penalty: 3417.935791
	Iteration 59Q: 3 clusters Score -4857076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -4857083.000000 Penalty: 3417.935791
	Iteration 60F: 3 clusters Score -4857083 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4857092.500000 Penalty: 3417.935791
	Iteration 61Q: 3 clusters Score -4857092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -4857083.500000 Penalty: 3417.935791
	Iteration 62Q: 3 clusters Score -4857084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -4857083.000000 Penalty: 3417.935791
	Iteration 63Q: 3 clusters Score -4857083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4857080.500000 Penalty: 3417.935791
	Iteration 64Q: 3 clusters Score -4857080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4857107.000000 Penalty: 3417.935791
	Iteration 65Q: 3 clusters Score -4857107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4857113.500000 Penalty: 3417.935791
	Iteration 66Q: 3 clusters Score -4857114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4857116.500000 Penalty: 3417.935791
	Iteration 67Q: 3 clusters Score -4857116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4857126.500000 Penalty: 3417.935791
	Iteration 68Q: 3 clusters Score -4857126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4857132.000000 Penalty: 3417.935791
	Iteration 69Q: 3 clusters Score -4857132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4857147.000000 Penalty: 3417.935791
	Iteration 70Q: 3 clusters Score -4857147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4857150.500000 Penalty: 3417.935791
	Iteration 71Q: 3 clusters Score -4857150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4857154.500000 Penalty: 3417.935791
	Iteration 72Q: 3 clusters Score -4857154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4857181.500000 Penalty: 3417.935791
	Iteration 73Q: 3 clusters Score -4857182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4857184.500000 Penalty: 3417.935791
	Iteration 74Q: 3 clusters Score -4857184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4857199.500000 Penalty: 3417.935791
	Iteration 75Q: 3 clusters Score -4857200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4857201.000000 Penalty: 3417.935791
	Iteration 76Q: 3 clusters Score -4857201 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4857205.000000 Penalty: 3417.935791
	Iteration 77Q: 3 clusters Score -4857205 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4857221.000000 Penalty: 3417.935791
	Iteration 78Q: 3 clusters Score -4857221 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4857215.500000 Penalty: 3417.935791
	Iteration 79Q: 3 clusters Score -4857216 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4857236.500000 Penalty: 3417.935791
	Iteration 80F: 3 clusters Score -4857236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4857253.500000 Penalty: 3417.935791
	Iteration 81Q: 3 clusters Score -4857254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4857279.000000 Penalty: 3417.935791
	Iteration 82Q: 3 clusters Score -4857279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4857287.500000 Penalty: 3417.935791
	Iteration 83Q: 3 clusters Score -4857288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4857298.500000 Penalty: 3417.935791
	Iteration 84Q: 3 clusters Score -4857298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4857309.500000 Penalty: 3417.935791
	Iteration 85Q: 3 clusters Score -4857310 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4857324.500000 Penalty: 3417.935791
	Iteration 86Q: 3 clusters Score -4857324 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4857357.000000 Penalty: 3417.935791
	Iteration 87Q: 3 clusters Score -4857357 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4857388.500000 Penalty: 3417.935791
	Iteration 88Q: 3 clusters Score -4857388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4857402.000000 Penalty: 3417.935791
	Iteration 89Q: 3 clusters Score -4857402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4857423.000000 Penalty: 3417.935791
	Iteration 90Q: 3 clusters Score -4857423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -4857442.500000 Penalty: 3417.935791
	Iteration 91Q: 3 clusters Score -4857442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4857457.500000 Penalty: 3417.935791
	Iteration 92Q: 3 clusters Score -4857458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4857489.000000 Penalty: 3417.935791
	Iteration 93Q: 3 clusters Score -4857489 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4857519.500000 Penalty: 3417.935791
	Iteration 94Q: 3 clusters Score -4857520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4857528.500000 Penalty: 3417.935791
	Iteration 95Q: 3 clusters Score -4857528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4857538.500000 Penalty: 3417.935791
	Iteration 96Q: 3 clusters Score -4857538 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4857570.500000 Penalty: 3417.935791
	Iteration 97Q: 3 clusters Score -4857570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4857568.500000 Penalty: 3417.935791
	Iteration 98Q: 3 clusters Score -4857568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -4857577.500000 Penalty: 3417.935791
	Iteration 99Q: 3 clusters Score -4857578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4857577.500000 Penalty: 3417.935791
	Iteration 100F: 3 clusters Score -4857578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4857590.000000 Penalty: 3417.935791
	Iteration 101Q: 3 clusters Score -4857590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4857594.000000 Penalty: 3417.935791
	Iteration 102Q: 3 clusters Score -4857594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4857599.000000 Penalty: 3417.935791
	Iteration 103Q: 3 clusters Score -4857599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4857601.000000 Penalty: 3417.935791
	Iteration 104Q: 3 clusters Score -4857601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -4857590.500000 Penalty: 3417.935791
	Iteration 105Q: 3 clusters Score -4857590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4857603.500000 Penalty: 3417.935791
	Iteration 106Q: 3 clusters Score -4857604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4857634.000000 Penalty: 3417.935791
	Iteration 107Q: 3 clusters Score -4857634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4857639.500000 Penalty: 3417.935791
	Iteration 108Q: 3 clusters Score -4857640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4857658.000000 Penalty: 3417.935791
	Iteration 109Q: 3 clusters Score -4857658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4857684.000000 Penalty: 3417.935791
	Iteration 110Q: 3 clusters Score -4857684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4857696.500000 Penalty: 3417.935791
	Iteration 111Q: 3 clusters Score -4857696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4857710.500000 Penalty: 3417.935791
	Iteration 112Q: 3 clusters Score -4857710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4857723.000000 Penalty: 3417.935791
	Iteration 113Q: 3 clusters Score -4857723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4857744.000000 Penalty: 3417.935791
	Iteration 114Q: 3 clusters Score -4857744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4857763.500000 Penalty: 3417.935791
	Iteration 115Q: 3 clusters Score -4857764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4857770.500000 Penalty: 3417.935791
	Iteration 116Q: 3 clusters Score -4857770 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4857777.500000 Penalty: 3417.935791
	Iteration 117Q: 3 clusters Score -4857778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4857800.500000 Penalty: 3417.935791
	Iteration 118Q: 3 clusters Score -4857800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4857811.500000 Penalty: 3417.935791
	Iteration 119Q: 3 clusters Score -4857812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4857834.000000 Penalty: 3417.935791
	Iteration 120F: 3 clusters Score -4857834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -4857847.000000 Penalty: 3417.935791
	Iteration 121Q: 3 clusters Score -4857847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4857843.500000 Penalty: 3417.935791
	Iteration 122Q: 3 clusters Score -4857844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4857857.500000 Penalty: 3417.935791
	Iteration 123Q: 3 clusters Score -4857858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4857867.000000 Penalty: 3417.935791
	Iteration 124Q: 3 clusters Score -4857867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4857914.000000 Penalty: 3417.935791
	Iteration 125Q: 3 clusters Score -4857914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4857918.500000 Penalty: 3417.935791
	Iteration 126Q: 3 clusters Score -4857918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4857918.000000 Penalty: 3417.935791
	Iteration 127Q: 3 clusters Score -4857918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4857926.000000 Penalty: 3417.935791
	Iteration 128Q: 3 clusters Score -4857926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4857953.500000 Penalty: 3417.935791
	Iteration 129Q: 3 clusters Score -4857954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -4857971.000000 Penalty: 3417.935791
	Iteration 130Q: 3 clusters Score -4857971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4857986.500000 Penalty: 3417.935791
	Iteration 131Q: 3 clusters Score -4857986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4857999.500000 Penalty: 3417.935791
	Iteration 132Q: 3 clusters Score -4858000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4858016.000000 Penalty: 3417.935791
	Iteration 133Q: 3 clusters Score -4858016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4858040.000000 Penalty: 3417.935791
	Iteration 134Q: 3 clusters Score -4858040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4858045.000000 Penalty: 3417.935791
	Iteration 135Q: 3 clusters Score -4858045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4858045.500000 Penalty: 3417.935791
	Iteration 136Q: 3 clusters Score -4858046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -4858064.000000 Penalty: 3417.935791
	Iteration 137Q: 3 clusters Score -4858064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4858071.000000 Penalty: 3417.935791
	Iteration 138Q: 3 clusters Score -4858071 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4858102.500000 Penalty: 3417.935791
	Iteration 139Q: 3 clusters Score -4858102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4858122.000000 Penalty: 3417.935791
	Iteration 140F: 3 clusters Score -4858122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4858136.500000 Penalty: 3417.935791
	Iteration 141Q: 3 clusters Score -4858136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4858159.500000 Penalty: 3417.935791
	Iteration 142Q: 3 clusters Score -4858160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4858167.000000 Penalty: 3417.935791
	Iteration 143Q: 3 clusters Score -4858167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4858181.500000 Penalty: 3417.935791
	Iteration 144Q: 3 clusters Score -4858182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4858201.500000 Penalty: 3417.935791
	Iteration 145Q: 3 clusters Score -4858202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4858212.000000 Penalty: 3417.935791
	Iteration 146Q: 3 clusters Score -4858212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4858223.500000 Penalty: 3417.935791
	Iteration 147Q: 3 clusters Score -4858224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4858230.500000 Penalty: 3417.935791
	Iteration 148Q: 3 clusters Score -4858230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4858240.000000 Penalty: 3417.935791
	Iteration 149Q: 3 clusters Score -4858240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4858257.500000 Penalty: 3417.935791
	Iteration 150Q: 3 clusters Score -4858258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4858269.000000 Penalty: 3417.935791
	Iteration 151Q: 3 clusters Score -4858269 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4858290.000000 Penalty: 3417.935791
	Iteration 152Q: 3 clusters Score -4858290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4858301.000000 Penalty: 3417.935791
	Iteration 153Q: 3 clusters Score -4858301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4858334.000000 Penalty: 3417.935791
	Iteration 154Q: 3 clusters Score -4858334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4858351.500000 Penalty: 3417.935791
	Iteration 155Q: 3 clusters Score -4858352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4858352.500000 Penalty: 3417.935791
	Iteration 156Q: 3 clusters Score -4858352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4858365.000000 Penalty: 3417.935791
	Iteration 157Q: 3 clusters Score -4858365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4858374.000000 Penalty: 3417.935791
	Iteration 158Q: 3 clusters Score -4858374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4858373.000000 Penalty: 3417.935791
	Iteration 159Q: 3 clusters Score -4858373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4858382.500000 Penalty: 3417.935791
	Iteration 160F: 3 clusters Score -4858382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4858389.500000 Penalty: 3417.935791
	Iteration 161Q: 3 clusters Score -4858390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4858400.000000 Penalty: 3417.935791
	Iteration 162Q: 3 clusters Score -4858400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4858402.500000 Penalty: 3417.935791
	Iteration 163Q: 3 clusters Score -4858402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4858411.500000 Penalty: 3417.935791
	Iteration 164Q: 3 clusters Score -4858412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4858407.000000 Penalty: 3417.935791
	Iteration 165Q: 3 clusters Score -4858407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4858413.500000 Penalty: 3417.935791
	Iteration 166Q: 3 clusters Score -4858414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4858415.000000 Penalty: 3417.935791
	Iteration 167Q: 3 clusters Score -4858415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4858416.500000 Penalty: 3417.935791
	Iteration 168Q: 3 clusters Score -4858416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4858425.000000 Penalty: 3417.935791
	Iteration 169Q: 3 clusters Score -4858425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4858432.500000 Penalty: 3417.935791
	Iteration 170Q: 3 clusters Score -4858432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4858433.500000 Penalty: 3417.935791
	Iteration 171Q: 3 clusters Score -4858434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4858431.500000 Penalty: 3417.935791
	Iteration 172Q: 3 clusters Score -4858432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4858421.500000 Penalty: 3417.935791
	Iteration 173Q: 3 clusters Score -4858422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4858421.000000 Penalty: 3417.935791
	Iteration 174Q: 3 clusters Score -4858421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4858437.000000 Penalty: 3417.935791
	Iteration 175Q: 3 clusters Score -4858437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4858438.000000 Penalty: 3417.935791
	Iteration 176Q: 3 clusters Score -4858438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4858431.500000 Penalty: 3417.935791
	Iteration 177Q: 3 clusters Score -4858432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4858434.500000 Penalty: 3417.935791
	Iteration 178Q: 3 clusters Score -4858434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4858428.000000 Penalty: 3417.935791
	Iteration 179Q: 3 clusters Score -4858428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4858437.000000 Penalty: 3417.935791
	Iteration 180F: 3 clusters Score -4858437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4858427.000000 Penalty: 3417.935791
	Iteration 181Q: 3 clusters Score -4858427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4858432.000000 Penalty: 3417.935791
	Iteration 182Q: 3 clusters Score -4858432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4858434.500000 Penalty: 3417.935791
	Iteration 183Q: 3 clusters Score -4858434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4858437.500000 Penalty: 3417.935791
	Iteration 184Q: 3 clusters Score -4858438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4858434.500000 Penalty: 3417.935791
	Iteration 185Q: 3 clusters Score -4858434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4858441.000000 Penalty: 3417.935791
	Iteration 186Q: 3 clusters Score -4858441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4858440.500000 Penalty: 3417.935791
	Iteration 187Q: 3 clusters Score -4858440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4858440.000000 Penalty: 3417.935791
	Iteration 188Q: 3 clusters Score -4858440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4858449.000000 Penalty: 3417.935791
	Iteration 189Q: 3 clusters Score -4858449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4858444.500000 Penalty: 3417.935791
	Iteration 190Q: 3 clusters Score -4858444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4858444.500000 Penalty: 3417.935791
	Iteration 191Q: 3 clusters Score -4858444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4858444.500000 Penalty: 3417.935791
	Iteration 192Q: 3 clusters Score -4858444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4858442.000000 Penalty: 3417.935791
	Iteration 193Q: 3 clusters Score -4858442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4858447.500000 Penalty: 3417.935791
	Iteration 194Q: 3 clusters Score -4858448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4858447.000000 Penalty: 3417.935791
	Iteration 195Q: 3 clusters Score -4858447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4858448.000000 Penalty: 3417.935791
	Iteration 196Q: 3 clusters Score -4858448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4858448.000000 Penalty: 3417.935791
	Iteration 197Q: 3 clusters Score -4858448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4858444.500000 Penalty: 3417.935791
	Iteration 198Q: 3 clusters Score -4858444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4858438.500000 Penalty: 3417.935791
	Iteration 199Q: 3 clusters Score -4858438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4858439.000000 Penalty: 3417.935791
	Iteration 200F: 3 clusters Score -4858439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4858446.500000 Penalty: 3417.935791
	Iteration 201Q: 3 clusters Score -4858446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4858448.000000 Penalty: 3417.935791
	Iteration 202Q: 3 clusters Score -4858448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4858449.500000 Penalty: 3417.935791
	Iteration 203Q: 3 clusters Score -4858450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4858450.000000 Penalty: 3417.935791
	Iteration 204Q: 3 clusters Score -4858450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4858451.000000 Penalty: 3417.935791
	Iteration 205Q: 3 clusters Score -4858451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4858450.500000 Penalty: 3417.935791
	Iteration 206Q: 3 clusters Score -4858450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4858453.500000 Penalty: 3417.935791
	Iteration 207Q: 3 clusters Score -4858454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4858455.500000 Penalty: 3417.935791
	Iteration 208Q: 3 clusters Score -4858456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4858455.500000 Penalty: 3417.935791
	Iteration 209F: 3 clusters Score -4858456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Entering Unmasked Estep 
Score: -2659474.250000 Penalty: 1617.276001
	Iteration 0F: 2 clusters Score -2659474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2645151.750000 Penalty: 3234.552002
	Iteration 0F: 3 clusters Score -2645152 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2650658.500000 Penalty: 3234.552002
	Iteration 1F: 3 clusters Score -2650658 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2651492.750000 Penalty: 3234.552002
	Iteration 2F: 3 clusters Score -2651493 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2652559.250000 Penalty: 3234.552002
	Iteration 3F: 3 clusters Score -2652559 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2653970.250000 Penalty: 3234.552002
	Iteration 4F: 3 clusters Score -2653970 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2655467.500000 Penalty: 3234.552002
	Iteration 5F: 3 clusters Score -2655468 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2656711.250000 Penalty: 3234.552002
	Iteration 6F: 3 clusters Score -2656711 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2657571.000000 Penalty: 3234.552002
	Iteration 7F: 3 clusters Score -2657571 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2658128.250000 Penalty: 3234.552002
	Iteration 8Q: 3 clusters Score -2658128 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2658516.750000 Penalty: 3234.552002
	Iteration 9Q: 3 clusters Score -2658517 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2658839.750000 Penalty: 3234.552002
	Iteration 10Q: 3 clusters Score -2658840 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2659136.750000 Penalty: 3234.552002
	Iteration 11Q: 3 clusters Score -2659137 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2659438.500000 Penalty: 3234.552002
	Iteration 12Q: 3 clusters Score -2659438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2659708.000000 Penalty: 3234.552002
	Iteration 13Q: 3 clusters Score -2659708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2659867.750000 Penalty: 3234.552002
	Iteration 14Q: 3 clusters Score -2659868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2659959.750000 Penalty: 3234.552002
	Iteration 15Q: 3 clusters Score -2659960 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2660040.500000 Penalty: 3234.552002
	Iteration 16Q: 3 clusters Score -2660040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2660083.500000 Penalty: 3234.552002
	Iteration 17Q: 3 clusters Score -2660084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2660122.500000 Penalty: 3234.552002
	Iteration 18Q: 3 clusters Score -2660122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2660160.000000 Penalty: 3234.552002
	Iteration 19Q: 3 clusters Score -2660160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2660190.750000 Penalty: 3234.552002
	Iteration 20F: 3 clusters Score -2660191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2660231.500000 Penalty: 3234.552002
	Iteration 21Q: 3 clusters Score -2660232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2660261.750000 Penalty: 3234.552002
	Iteration 22Q: 3 clusters Score -2660262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2660292.500000 Penalty: 3234.552002
	Iteration 23Q: 3 clusters Score -2660292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2660317.500000 Penalty: 3234.552002
	Iteration 24Q: 3 clusters Score -2660318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2660352.750000 Penalty: 3234.552002
	Iteration 25Q: 3 clusters Score -2660353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2660370.500000 Penalty: 3234.552002
	Iteration 26Q: 3 clusters Score -2660370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2660383.250000 Penalty: 3234.552002
	Iteration 27Q: 3 clusters Score -2660383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2660390.000000 Penalty: 3234.552002
	Iteration 28Q: 3 clusters Score -2660390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2660397.000000 Penalty: 3234.552002
	Iteration 29Q: 3 clusters Score -2660397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2660406.000000 Penalty: 3234.552002
	Iteration 30Q: 3 clusters Score -2660406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2660407.750000 Penalty: 3234.552002
	Iteration 31Q: 3 clusters Score -2660408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2660407.500000 Penalty: 3234.552002
	Iteration 32Q: 3 clusters Score -2660408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2660406.750000 Penalty: 3234.552002
	Iteration 33Q: 3 clusters Score -2660407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2660413.750000 Penalty: 3234.552002
	Iteration 34Q: 3 clusters Score -2660414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2660415.750000 Penalty: 3234.552002
	Iteration 35Q: 3 clusters Score -2660416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2660421.250000 Penalty: 3234.552002
	Iteration 36Q: 3 clusters Score -2660421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2660420.000000 Penalty: 3234.552002
	Iteration 37Q: 3 clusters Score -2660420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2660422.250000 Penalty: 3234.552002
	Iteration 38Q: 3 clusters Score -2660422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2660427.500000 Penalty: 3234.552002
	Iteration 39Q: 3 clusters Score -2660428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2660426.250000 Penalty: 3234.552002
	Iteration 40F: 3 clusters Score -2660426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2660421.750000 Penalty: 3234.552002
	Iteration 41Q: 3 clusters Score -2660422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2660421.500000 Penalty: 3234.552002
	Iteration 42Q: 3 clusters Score -2660422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2660422.000000 Penalty: 3234.552002
	Iteration 43Q: 3 clusters Score -2660422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2660426.000000 Penalty: 3234.552002
	Iteration 44Q: 3 clusters Score -2660426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2660429.750000 Penalty: 3234.552002
	Iteration 45Q: 3 clusters Score -2660430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2660427.250000 Penalty: 3234.552002
	Iteration 46Q: 3 clusters Score -2660427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2660427.250000 Penalty: 3234.552002
	Iteration 47F: 3 clusters Score -2660427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61759 members 
Mstep: Class 10 contains 73061 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 85222 members 
Mstep: Class 13 contains 28158 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77605 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 18394 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 13011 members 
Mstep: Class 31 contains 75381 members 
Mstep: Class 32 contains 81951 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 74006 members 
Mstep: Class 37 contains 11615 members 
Mstep: Class 38 contains 21523 members 
Mstep: Class 39 contains 82764 members 
Mstep: Class 40 contains 2610 members 
Entering Unmasked Estep 
Score: -127788080.000000 Penalty: 89804.523438
Splitting cluster 23 changes total score from -127787992.000000 to -127788080.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47241.882812 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47241.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46261.890625 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46261.89 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46603.792969 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46603.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46838.644531 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46838.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46950.316406 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46950.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47064.609375 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -47064.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47113.105469 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -47113.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47122.042969 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -47122.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47166.277344 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -47166.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47194.199219 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -47194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47212.140625 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -47212.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47250.351562 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -47250.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47285.363281 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -47285.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47291.972656 Penalty: 2003.760742
	Iteration 12Q: 3 clusters Score -47291.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47299.566406 Penalty: 2003.760742
	Iteration 13Q: 3 clusters Score -47299.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47301.273438 Penalty: 2003.760742
	Iteration 14Q: 3 clusters Score -47301.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47301.273438 Penalty: 2003.760742
	Iteration 15F: 3 clusters Score -47301.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61759 members 
Mstep: Class 10 contains 73061 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 85222 members 
Mstep: Class 13 contains 28158 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77605 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 18394 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 13011 members 
Mstep: Class 31 contains 75381 members 
Mstep: Class 32 contains 81951 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 74006 members 
Mstep: Class 37 contains 11615 members 
Mstep: Class 38 contains 21523 members 
Mstep: Class 39 contains 82764 members 
Mstep: Class 40 contains 2610 members 
Mstep: Class 41 contains 185 members 
Entering Unmasked Estep 
Score: -127787016.000000 Penalty: 92049.632812
Splitting cluster 24 changes total score from -127787992.000000 to -127787016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (77964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Entering Unmasked Estep 
Score: -10354976.000000 Penalty: 1830.400513
	Iteration 0F: 2 clusters Score -1.035498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -10305890.000000 Penalty: 3660.801025
	Iteration 0F: 3 clusters Score -1.030589e+07 nChanged 37139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -10327037.000000 Penalty: 3660.801025
	Iteration 1F: 3 clusters Score -1.032704e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -10327811.000000 Penalty: 3660.801025
	Iteration 2Q: 3 clusters Score -1.032781e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -10328898.000000 Penalty: 3660.801025
	Iteration 3Q: 3 clusters Score -1.03289e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -10330406.000000 Penalty: 3660.801025
	Iteration 4Q: 3 clusters Score -1.033041e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -10332836.000000 Penalty: 3660.801025
	Iteration 5F: 3 clusters Score -1.033284e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -10336392.000000 Penalty: 3660.801025
	Iteration 6F: 3 clusters Score -1.033639e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -10341261.000000 Penalty: 3660.801025
	Iteration 7F: 3 clusters Score -1.034126e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -10346264.000000 Penalty: 3660.801025
	Iteration 8F: 3 clusters Score -1.034626e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -10350160.000000 Penalty: 3660.801025
	Iteration 9F: 3 clusters Score -1.035016e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -10352251.000000 Penalty: 3660.801025
	Iteration 10Q: 3 clusters Score -1.035225e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -10352937.000000 Penalty: 3660.801025
	Iteration 11Q: 3 clusters Score -1.035294e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -10353185.000000 Penalty: 3660.801025
	Iteration 12Q: 3 clusters Score -1.035318e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -10353265.000000 Penalty: 3660.801025
	Iteration 13Q: 3 clusters Score -1.035326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -10353290.000000 Penalty: 3660.801025
	Iteration 14Q: 3 clusters Score -1.035329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -10353324.000000 Penalty: 3660.801025
	Iteration 15Q: 3 clusters Score -1.035332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -10353342.000000 Penalty: 3660.801025
	Iteration 16Q: 3 clusters Score -1.035334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -10353358.000000 Penalty: 3660.801025
	Iteration 17Q: 3 clusters Score -1.035336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -10353369.000000 Penalty: 3660.801025
	Iteration 18Q: 3 clusters Score -1.035337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -10353369.000000 Penalty: 3660.801025
	Iteration 19Q: 3 clusters Score -1.035337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -10353366.000000 Penalty: 3660.801025
	Iteration 20F: 3 clusters Score -1.035337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -10353375.000000 Penalty: 3660.801025
	Iteration 21Q: 3 clusters Score -1.035338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -10353378.000000 Penalty: 3660.801025
	Iteration 22Q: 3 clusters Score -1.035338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -10353374.000000 Penalty: 3660.801025
	Iteration 23Q: 3 clusters Score -1.035337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -10353382.000000 Penalty: 3660.801025
	Iteration 24Q: 3 clusters Score -1.035338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -10353382.000000 Penalty: 3660.801025
	Iteration 25F: 3 clusters Score -1.035338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -220470.843750 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -220470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218450.609375 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -218450.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -218981.953125 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -218982 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219179.640625 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -219179.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219321.671875 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -219321.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219447.875000 Penalty: 2457.871338
	Iteration 4F: 3 clusters Score -219447.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219579.343750 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -219579.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219715.796875 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -219715.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219829.984375 Penalty: 2457.871338
	Iteration 7F: 3 clusters Score -219830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -219908.781250 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -219908.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219957.718750 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -219957.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219981.687500 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -219981.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -219999.250000 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -219999.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220009.281250 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -220009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220011.734375 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -220011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220014.421875 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -220014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220015.593750 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -220015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220020.000000 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -220020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -220027.125000 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -220027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220033.500000 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -220033.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220038.203125 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -220038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -220042.421875 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -220042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -220046.359375 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -220046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -220047.531250 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -220047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -220047.296875 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -220047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -220047.296875 Penalty: 2457.871338
	Iteration 24F: 3 clusters Score -220047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -231585.046875 Penalty: 1221.508789
	Iteration 0F: 2 clusters Score -231585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229554.890625 Penalty: 2443.017578
	Iteration 0F: 3 clusters Score -229554.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -229984.703125 Penalty: 2443.017578
	Iteration 1F: 3 clusters Score -229984.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -230083.328125 Penalty: 2443.017578
	Iteration 2F: 3 clusters Score -230083.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230151.453125 Penalty: 2443.017578
	Iteration 3Q: 3 clusters Score -230151.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230221.953125 Penalty: 2443.017578
	Iteration 4Q: 3 clusters Score -230222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -230281.031250 Penalty: 2443.017578
	Iteration 5Q: 3 clusters Score -230281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -230341.984375 Penalty: 2443.017578
	Iteration 6Q: 3 clusters Score -230342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -230394.359375 Penalty: 2443.017578
	Iteration 7Q: 3 clusters Score -230394.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -230442.109375 Penalty: 2443.017578
	Iteration 8Q: 3 clusters Score -230442.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -230476.593750 Penalty: 2443.017578
	Iteration 9Q: 3 clusters Score -230476.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -230505.984375 Penalty: 2443.017578
	Iteration 10Q: 3 clusters Score -230506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -230528.125000 Penalty: 2443.017578
	Iteration 11Q: 3 clusters Score -230528.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -230558.968750 Penalty: 2443.017578
	Iteration 12Q: 3 clusters Score -230559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -230594.953125 Penalty: 2443.017578
	Iteration 13Q: 3 clusters Score -230595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -230623.843750 Penalty: 2443.017578
	Iteration 14Q: 3 clusters Score -230623.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -230643.890625 Penalty: 2443.017578
	Iteration 15Q: 3 clusters Score -230643.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -230657.828125 Penalty: 2443.017578
	Iteration 16Q: 3 clusters Score -230657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -230666.437500 Penalty: 2443.017578
	Iteration 17Q: 3 clusters Score -230666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -230674.234375 Penalty: 2443.017578
	Iteration 18Q: 3 clusters Score -230674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -230680.578125 Penalty: 2443.017578
	Iteration 19Q: 3 clusters Score -230680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -230687.281250 Penalty: 2443.017578
	Iteration 20F: 3 clusters Score -230687.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -230694.218750 Penalty: 2443.017578
	Iteration 21Q: 3 clusters Score -230694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -230700.562500 Penalty: 2443.017578
	Iteration 22Q: 3 clusters Score -230700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -230707.578125 Penalty: 2443.017578
	Iteration 23Q: 3 clusters Score -230707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -230710.062500 Penalty: 2443.017578
	Iteration 24Q: 3 clusters Score -230710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -230712.187500 Penalty: 2443.017578
	Iteration 25Q: 3 clusters Score -230712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -230714.765625 Penalty: 2443.017578
	Iteration 26Q: 3 clusters Score -230714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -230715.640625 Penalty: 2443.017578
	Iteration 27Q: 3 clusters Score -230715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -230716.218750 Penalty: 2443.017578
	Iteration 28Q: 3 clusters Score -230716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -230718.968750 Penalty: 2443.017578
	Iteration 29Q: 3 clusters Score -230719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -230719.156250 Penalty: 2443.017578
	Iteration 30Q: 3 clusters Score -230719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -230720.031250 Penalty: 2443.017578
	Iteration 31Q: 3 clusters Score -230720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -230720.031250 Penalty: 2443.017578
	Iteration 32F: 3 clusters Score -230720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37258.281250 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37258.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36313.128906 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36313.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36471.109375 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36471.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36514.675781 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -36514.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36533.128906 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36533.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36539.605469 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36539.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36542.402344 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36542.402344 Penalty: 1898.208496
	Iteration 6F: 3 clusters Score -36542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Entering Unmasked Estep 
Score: -3656337.500000 Penalty: 1662.207886
	Iteration 0F: 2 clusters Score -3656338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3637687.750000 Penalty: 3324.415771
	Iteration 0F: 3 clusters Score -3637688 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3644593.250000 Penalty: 3324.415771
	Iteration 1F: 3 clusters Score -3644593 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3644893.750000 Penalty: 3324.415771
	Iteration 2Q: 3 clusters Score -3644894 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3645174.500000 Penalty: 3324.415771
	Iteration 3Q: 3 clusters Score -3645174 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3645485.500000 Penalty: 3324.415771
	Iteration 4Q: 3 clusters Score -3645486 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3645880.500000 Penalty: 3324.415771
	Iteration 5Q: 3 clusters Score -3645880 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3646521.500000 Penalty: 3324.415771
	Iteration 6Q: 3 clusters Score -3646522 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3647575.500000 Penalty: 3324.415771
	Iteration 7F: 3 clusters Score -3647576 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3649127.250000 Penalty: 3324.415771
	Iteration 8F: 3 clusters Score -3649127 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3651095.500000 Penalty: 3324.415771
	Iteration 9F: 3 clusters Score -3651096 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3652928.250000 Penalty: 3324.415771
	Iteration 10F: 3 clusters Score -3652928 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3653984.250000 Penalty: 3324.415771
	Iteration 11Q: 3 clusters Score -3653984 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3654460.500000 Penalty: 3324.415771
	Iteration 12Q: 3 clusters Score -3654460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3654643.000000 Penalty: 3324.415771
	Iteration 13Q: 3 clusters Score -3654643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3654743.500000 Penalty: 3324.415771
	Iteration 14Q: 3 clusters Score -3654744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3654796.250000 Penalty: 3324.415771
	Iteration 15Q: 3 clusters Score -3654796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3654828.500000 Penalty: 3324.415771
	Iteration 16Q: 3 clusters Score -3654828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3654836.750000 Penalty: 3324.415771
	Iteration 17Q: 3 clusters Score -3654837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3654838.750000 Penalty: 3324.415771
	Iteration 18Q: 3 clusters Score -3654839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3654854.000000 Penalty: 3324.415771
	Iteration 19Q: 3 clusters Score -3654854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3654858.000000 Penalty: 3324.415771
	Iteration 20F: 3 clusters Score -3654858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3654863.750000 Penalty: 3324.415771
	Iteration 21Q: 3 clusters Score -3654864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3654863.750000 Penalty: 3324.415771
	Iteration 22F: 3 clusters Score -3654864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Entering Unmasked Estep 
Score: -1540593.750000 Penalty: 1539.452026
	Iteration 0F: 2 clusters Score -1540594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1531498.250000 Penalty: 3078.904053
	Iteration 0F: 3 clusters Score -1531498 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1534784.750000 Penalty: 3078.904053
	Iteration 1F: 3 clusters Score -1534785 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1535380.375000 Penalty: 3078.904053
	Iteration 2F: 3 clusters Score -1535380 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1536186.875000 Penalty: 3078.904053
	Iteration 3F: 3 clusters Score -1536187 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1537076.750000 Penalty: 3078.904053
	Iteration 4F: 3 clusters Score -1537077 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1537748.875000 Penalty: 3078.904053
	Iteration 5F: 3 clusters Score -1537749 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1538214.500000 Penalty: 3078.904053
	Iteration 6F: 3 clusters Score -1538214 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1538471.875000 Penalty: 3078.904053
	Iteration 7Q: 3 clusters Score -1538472 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1538602.500000 Penalty: 3078.904053
	Iteration 8Q: 3 clusters Score -1538602 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1538674.750000 Penalty: 3078.904053
	Iteration 9Q: 3 clusters Score -1538675 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1538719.375000 Penalty: 3078.904053
	Iteration 10Q: 3 clusters Score -1538719 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1538739.500000 Penalty: 3078.904053
	Iteration 11Q: 3 clusters Score -1538740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1538754.500000 Penalty: 3078.904053
	Iteration 12Q: 3 clusters Score -1538754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1538767.250000 Penalty: 3078.904053
	Iteration 13Q: 3 clusters Score -1538767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1538771.875000 Penalty: 3078.904053
	Iteration 14Q: 3 clusters Score -1538772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1538778.500000 Penalty: 3078.904053
	Iteration 15Q: 3 clusters Score -1538778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1538779.875000 Penalty: 3078.904053
	Iteration 16Q: 3 clusters Score -1538780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1538782.625000 Penalty: 3078.904053
	Iteration 17Q: 3 clusters Score -1538783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1538781.500000 Penalty: 3078.904053
	Iteration 18Q: 3 clusters Score -1538782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1538778.750000 Penalty: 3078.904053
	Iteration 19Q: 3 clusters Score -1538779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1538784.000000 Penalty: 3078.904053
	Iteration 20F: 3 clusters Score -1538784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1538789.750000 Penalty: 3078.904053
	Iteration 21Q: 3 clusters Score -1538790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1538789.625000 Penalty: 3078.904053
	Iteration 22Q: 3 clusters Score -1538790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1538793.875000 Penalty: 3078.904053
	Iteration 23Q: 3 clusters Score -1538794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1538790.000000 Penalty: 3078.904053
	Iteration 24Q: 3 clusters Score -1538790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1538792.000000 Penalty: 3078.904053
	Iteration 25Q: 3 clusters Score -1538792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1538793.375000 Penalty: 3078.904053
	Iteration 26Q: 3 clusters Score -1538793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1538796.375000 Penalty: 3078.904053
	Iteration 27Q: 3 clusters Score -1538796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1538794.375000 Penalty: 3078.904053
	Iteration 28Q: 3 clusters Score -1538794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1538795.000000 Penalty: 3078.904053
	Iteration 29Q: 3 clusters Score -1538795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1538795.250000 Penalty: 3078.904053
	Iteration 30Q: 3 clusters Score -1538795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1538795.250000 Penalty: 3078.904053
	Iteration 31F: 3 clusters Score -1538795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Entering Unmasked Estep 
Score: -10024534.000000 Penalty: 1824.925415
	Iteration 0F: 2 clusters Score -1.002453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -9976263.000000 Penalty: 3649.850830
	Iteration 0F: 3 clusters Score -9976263 nChanged 36020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -9996922.000000 Penalty: 3649.850830
	Iteration 1F: 3 clusters Score -9996922 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -9997544.000000 Penalty: 3649.850830
	Iteration 2Q: 3 clusters Score -9997544 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -9998443.000000 Penalty: 3649.850830
	Iteration 3Q: 3 clusters Score -9998443 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -9999443.000000 Penalty: 3649.850830
	Iteration 4Q: 3 clusters Score -9999443 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -10000818.000000 Penalty: 3649.850830
	Iteration 5Q: 3 clusters Score -1.000082e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -10003009.000000 Penalty: 3649.850830
	Iteration 6F: 3 clusters Score -1.000301e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -10006021.000000 Penalty: 3649.850830
	Iteration 7F: 3 clusters Score -1.000602e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -10009898.000000 Penalty: 3649.850830
	Iteration 8F: 3 clusters Score -1.00099e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -10013890.000000 Penalty: 3649.850830
	Iteration 9F: 3 clusters Score -1.001389e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -10016793.000000 Penalty: 3649.850830
	Iteration 10F: 3 clusters Score -1.001679e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -10018171.000000 Penalty: 3649.850830
	Iteration 11Q: 3 clusters Score -1.001817e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -10018840.000000 Penalty: 3649.850830
	Iteration 12Q: 3 clusters Score -1.001884e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -10019324.000000 Penalty: 3649.850830
	Iteration 13Q: 3 clusters Score -1.001932e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -10019773.000000 Penalty: 3649.850830
	Iteration 14Q: 3 clusters Score -1.001977e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -10020151.000000 Penalty: 3649.850830
	Iteration 15Q: 3 clusters Score -1.002015e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -10020523.000000 Penalty: 3649.850830
	Iteration 16Q: 3 clusters Score -1.002052e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -10020754.000000 Penalty: 3649.850830
	Iteration 17Q: 3 clusters Score -1.002075e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -10020982.000000 Penalty: 3649.850830
	Iteration 18Q: 3 clusters Score -1.002098e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -10021205.000000 Penalty: 3649.850830
	Iteration 19Q: 3 clusters Score -1.00212e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -10021402.000000 Penalty: 3649.850830
	Iteration 20F: 3 clusters Score -1.00214e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -10021571.000000 Penalty: 3649.850830
	Iteration 21Q: 3 clusters Score -1.002157e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -10021734.000000 Penalty: 3649.850830
	Iteration 22Q: 3 clusters Score -1.002173e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -10021819.000000 Penalty: 3649.850830
	Iteration 23Q: 3 clusters Score -1.002182e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -10021915.000000 Penalty: 3649.850830
	Iteration 24Q: 3 clusters Score -1.002192e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -10021958.000000 Penalty: 3649.850830
	Iteration 25Q: 3 clusters Score -1.002196e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -10022106.000000 Penalty: 3649.850830
	Iteration 26Q: 3 clusters Score -1.002211e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -10022215.000000 Penalty: 3649.850830
	Iteration 27Q: 3 clusters Score -1.002222e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -10022261.000000 Penalty: 3649.850830
	Iteration 28Q: 3 clusters Score -1.002226e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -10022360.000000 Penalty: 3649.850830
	Iteration 29Q: 3 clusters Score -1.002236e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -10022411.000000 Penalty: 3649.850830
	Iteration 30Q: 3 clusters Score -1.002241e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -10022429.000000 Penalty: 3649.850830
	Iteration 31Q: 3 clusters Score -1.002243e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -10022500.000000 Penalty: 3649.850830
	Iteration 32Q: 3 clusters Score -1.00225e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -10022588.000000 Penalty: 3649.850830
	Iteration 33Q: 3 clusters Score -1.002259e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -10022675.000000 Penalty: 3649.850830
	Iteration 34Q: 3 clusters Score -1.002268e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -10022753.000000 Penalty: 3649.850830
	Iteration 35Q: 3 clusters Score -1.002275e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -10022784.000000 Penalty: 3649.850830
	Iteration 36Q: 3 clusters Score -1.002278e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -10022857.000000 Penalty: 3649.850830
	Iteration 37Q: 3 clusters Score -1.002286e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -10022915.000000 Penalty: 3649.850830
	Iteration 38Q: 3 clusters Score -1.002292e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -10022987.000000 Penalty: 3649.850830
	Iteration 39Q: 3 clusters Score -1.002299e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -10023085.000000 Penalty: 3649.850830
	Iteration 40F: 3 clusters Score -1.002308e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -10023166.000000 Penalty: 3649.850830
	Iteration 41Q: 3 clusters Score -1.002317e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -10023221.000000 Penalty: 3649.850830
	Iteration 42Q: 3 clusters Score -1.002322e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -10023268.000000 Penalty: 3649.850830
	Iteration 43Q: 3 clusters Score -1.002327e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -10023326.000000 Penalty: 3649.850830
	Iteration 44Q: 3 clusters Score -1.002333e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -10023341.000000 Penalty: 3649.850830
	Iteration 45Q: 3 clusters Score -1.002334e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -10023360.000000 Penalty: 3649.850830
	Iteration 46Q: 3 clusters Score -1.002336e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -10023386.000000 Penalty: 3649.850830
	Iteration 47Q: 3 clusters Score -1.002339e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -10023383.000000 Penalty: 3649.850830
	Iteration 48Q: 3 clusters Score -1.002338e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -10023391.000000 Penalty: 3649.850830
	Iteration 49Q: 3 clusters Score -1.002339e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -10023411.000000 Penalty: 3649.850830
	Iteration 50Q: 3 clusters Score -1.002341e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -10023406.000000 Penalty: 3649.850830
	Iteration 51Q: 3 clusters Score -1.002341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -10023419.000000 Penalty: 3649.850830
	Iteration 52Q: 3 clusters Score -1.002342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -10023442.000000 Penalty: 3649.850830
	Iteration 53Q: 3 clusters Score -1.002344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -10023441.000000 Penalty: 3649.850830
	Iteration 54Q: 3 clusters Score -1.002344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -10023457.000000 Penalty: 3649.850830
	Iteration 55Q: 3 clusters Score -1.002346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -10023464.000000 Penalty: 3649.850830
	Iteration 56Q: 3 clusters Score -1.002346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -10023456.000000 Penalty: 3649.850830
	Iteration 57Q: 3 clusters Score -1.002346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -10023461.000000 Penalty: 3649.850830
	Iteration 58Q: 3 clusters Score -1.002346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -10023454.000000 Penalty: 3649.850830
	Iteration 59Q: 3 clusters Score -1.002345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -10023453.000000 Penalty: 3649.850830
	Iteration 60F: 3 clusters Score -1.002345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -10023452.000000 Penalty: 3649.850830
	Iteration 61Q: 3 clusters Score -1.002345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -10023464.000000 Penalty: 3649.850830
	Iteration 62Q: 3 clusters Score -1.002346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -10023464.000000 Penalty: 3649.850830
	Iteration 63Q: 3 clusters Score -1.002346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -10023463.000000 Penalty: 3649.850830
	Iteration 64Q: 3 clusters Score -1.002346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -10023479.000000 Penalty: 3649.850830
	Iteration 65Q: 3 clusters Score -1.002348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -10023463.000000 Penalty: 3649.850830
	Iteration 66Q: 3 clusters Score -1.002346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -10023475.000000 Penalty: 3649.850830
	Iteration 67Q: 3 clusters Score -1.002348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -10023477.000000 Penalty: 3649.850830
	Iteration 68Q: 3 clusters Score -1.002348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -10023480.000000 Penalty: 3649.850830
	Iteration 69Q: 3 clusters Score -1.002348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -10023474.000000 Penalty: 3649.850830
	Iteration 70Q: 3 clusters Score -1.002347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -10023487.000000 Penalty: 3649.850830
	Iteration 71Q: 3 clusters Score -1.002349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -10023496.000000 Penalty: 3649.850830
	Iteration 72Q: 3 clusters Score -1.00235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -10023501.000000 Penalty: 3649.850830
	Iteration 73Q: 3 clusters Score -1.00235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -10023514.000000 Penalty: 3649.850830
	Iteration 74Q: 3 clusters Score -1.002351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -10023515.000000 Penalty: 3649.850830
	Iteration 75Q: 3 clusters Score -1.002352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -10023520.000000 Penalty: 3649.850830
	Iteration 76Q: 3 clusters Score -1.002352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -10023519.000000 Penalty: 3649.850830
	Iteration 77Q: 3 clusters Score -1.002352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -10023518.000000 Penalty: 3649.850830
	Iteration 78Q: 3 clusters Score -1.002352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -10023523.000000 Penalty: 3649.850830
	Iteration 79Q: 3 clusters Score -1.002352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -10023521.000000 Penalty: 3649.850830
	Iteration 80F: 3 clusters Score -1.002352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -10023513.000000 Penalty: 3649.850830
	Iteration 81Q: 3 clusters Score -1.002351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -10023509.000000 Penalty: 3649.850830
	Iteration 82Q: 3 clusters Score -1.002351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -10023501.000000 Penalty: 3649.850830
	Iteration 83Q: 3 clusters Score -1.00235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -10023511.000000 Penalty: 3649.850830
	Iteration 84Q: 3 clusters Score -1.002351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -10023519.000000 Penalty: 3649.850830
	Iteration 85Q: 3 clusters Score -1.002352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -10023508.000000 Penalty: 3649.850830
	Iteration 86Q: 3 clusters Score -1.002351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -10023515.000000 Penalty: 3649.850830
	Iteration 87Q: 3 clusters Score -1.002352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -10023513.000000 Penalty: 3649.850830
	Iteration 88Q: 3 clusters Score -1.002351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -10023520.000000 Penalty: 3649.850830
	Iteration 89Q: 3 clusters Score -1.002352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -10023513.000000 Penalty: 3649.850830
	Iteration 90Q: 3 clusters Score -1.002351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -10023523.000000 Penalty: 3649.850830
	Iteration 91Q: 3 clusters Score -1.002352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -10023515.000000 Penalty: 3649.850830
	Iteration 92Q: 3 clusters Score -1.002352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -10023519.000000 Penalty: 3649.850830
	Iteration 93Q: 3 clusters Score -1.002352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -10023522.000000 Penalty: 3649.850830
	Iteration 94Q: 3 clusters Score -1.002352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -10023514.000000 Penalty: 3649.850830
	Iteration 95Q: 3 clusters Score -1.002351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -10023516.000000 Penalty: 3649.850830
	Iteration 96Q: 3 clusters Score -1.002352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -10023522.000000 Penalty: 3649.850830
	Iteration 97Q: 3 clusters Score -1.002352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -10023518.000000 Penalty: 3649.850830
	Iteration 98Q: 3 clusters Score -1.002352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -10023519.000000 Penalty: 3649.850830
	Iteration 99Q: 3 clusters Score -1.002352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -10023517.000000 Penalty: 3649.850830
	Iteration 100F: 3 clusters Score -1.002352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -10023520.000000 Penalty: 3649.850830
	Iteration 101Q: 3 clusters Score -1.002352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -10023520.000000 Penalty: 3649.850830
	Iteration 102F: 3 clusters Score -1.002352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (81951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Entering Unmasked Estep 
Score: -10833668.000000 Penalty: 1838.505005
	Iteration 0F: 2 clusters Score -1.083367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -10781325.000000 Penalty: 3677.010010
	Iteration 0F: 3 clusters Score -1.078132e+07 nChanged 38819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -10803770.000000 Penalty: 3677.010010
	Iteration 1F: 3 clusters Score -1.080377e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -10804485.000000 Penalty: 3677.010010
	Iteration 2Q: 3 clusters Score -1.080448e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -10805423.000000 Penalty: 3677.010010
	Iteration 3Q: 3 clusters Score -1.080542e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -10806787.000000 Penalty: 3677.010010
	Iteration 4Q: 3 clusters Score -1.080679e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -10808529.000000 Penalty: 3677.010010
	Iteration 5Q: 3 clusters Score -1.080853e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -10811220.000000 Penalty: 3677.010010
	Iteration 6F: 3 clusters Score -1.081122e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -10814615.000000 Penalty: 3677.010010
	Iteration 7F: 3 clusters Score -1.081462e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -10818332.000000 Penalty: 3677.010010
	Iteration 8F: 3 clusters Score -1.081833e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -10821385.000000 Penalty: 3677.010010
	Iteration 9F: 3 clusters Score -1.082138e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -10823583.000000 Penalty: 3677.010010
	Iteration 10Q: 3 clusters Score -1.082358e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -10825017.000000 Penalty: 3677.010010
	Iteration 11Q: 3 clusters Score -1.082502e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -10826204.000000 Penalty: 3677.010010
	Iteration 12Q: 3 clusters Score -1.08262e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -10827274.000000 Penalty: 3677.010010
	Iteration 13Q: 3 clusters Score -1.082727e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -10828224.000000 Penalty: 3677.010010
	Iteration 14Q: 3 clusters Score -1.082822e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -10829155.000000 Penalty: 3677.010010
	Iteration 15Q: 3 clusters Score -1.082916e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10829833.000000 Penalty: 3677.010010
	Iteration 16Q: 3 clusters Score -1.082983e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10830476.000000 Penalty: 3677.010010
	Iteration 17Q: 3 clusters Score -1.083048e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10830982.000000 Penalty: 3677.010010
	Iteration 18Q: 3 clusters Score -1.083098e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10831329.000000 Penalty: 3677.010010
	Iteration 19Q: 3 clusters Score -1.083133e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10831598.000000 Penalty: 3677.010010
	Iteration 20F: 3 clusters Score -1.08316e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10831731.000000 Penalty: 3677.010010
	Iteration 21Q: 3 clusters Score -1.083173e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10831846.000000 Penalty: 3677.010010
	Iteration 22Q: 3 clusters Score -1.083185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10831913.000000 Penalty: 3677.010010
	Iteration 23Q: 3 clusters Score -1.083191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10831941.000000 Penalty: 3677.010010
	Iteration 24Q: 3 clusters Score -1.083194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10831960.000000 Penalty: 3677.010010
	Iteration 25Q: 3 clusters Score -1.083196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10831981.000000 Penalty: 3677.010010
	Iteration 26Q: 3 clusters Score -1.083198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10831990.000000 Penalty: 3677.010010
	Iteration 27Q: 3 clusters Score -1.083199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10832002.000000 Penalty: 3677.010010
	Iteration 28Q: 3 clusters Score -1.0832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10832022.000000 Penalty: 3677.010010
	Iteration 29Q: 3 clusters Score -1.083202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10832032.000000 Penalty: 3677.010010
	Iteration 30Q: 3 clusters Score -1.083203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10832043.000000 Penalty: 3677.010010
	Iteration 31Q: 3 clusters Score -1.083204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10832042.000000 Penalty: 3677.010010
	Iteration 32Q: 3 clusters Score -1.083204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10832056.000000 Penalty: 3677.010010
	Iteration 33Q: 3 clusters Score -1.083206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10832057.000000 Penalty: 3677.010010
	Iteration 34Q: 3 clusters Score -1.083206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10832060.000000 Penalty: 3677.010010
	Iteration 35Q: 3 clusters Score -1.083206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10832062.000000 Penalty: 3677.010010
	Iteration 36Q: 3 clusters Score -1.083206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10832062.000000 Penalty: 3677.010010
	Iteration 37F: 3 clusters Score -1.083206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -188590.765625 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -188590.8 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 759 members 
Entering Unmasked Estep 
Score: -186844.328125 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -186844.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187158.390625 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -187158.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187254.609375 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -187254.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187319.218750 Penalty: 2367.343750
	Iteration 3Q: 3 clusters Score -187319.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187375.796875 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -187375.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187414.625000 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -187414.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187453.234375 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -187453.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -187477.234375 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -187477.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187497.546875 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -187497.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -187514.687500 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -187514.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187526.156250 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -187526.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -187535.750000 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -187535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187538.031250 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -187538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187540.421875 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -187540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187542.687500 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -187542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187543.312500 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -187543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -187544.234375 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -187544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187546.156250 Penalty: 2367.343750
	Iteration 17Q: 3 clusters Score -187546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187546.937500 Penalty: 2367.343750
	Iteration 18Q: 3 clusters Score -187546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187548.109375 Penalty: 2367.343750
	Iteration 19Q: 3 clusters Score -187548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -187550.640625 Penalty: 2367.343750
	Iteration 20F: 3 clusters Score -187550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187551.906250 Penalty: 2367.343750
	Iteration 21Q: 3 clusters Score -187551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187554.765625 Penalty: 2367.343750
	Iteration 22Q: 3 clusters Score -187554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187557.078125 Penalty: 2367.343750
	Iteration 23Q: 3 clusters Score -187557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187559.015625 Penalty: 2367.343750
	Iteration 24Q: 3 clusters Score -187559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187561.046875 Penalty: 2367.343750
	Iteration 25Q: 3 clusters Score -187561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187564.859375 Penalty: 2367.343750
	Iteration 26Q: 3 clusters Score -187564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187566.500000 Penalty: 2367.343750
	Iteration 27Q: 3 clusters Score -187566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187567.234375 Penalty: 2367.343750
	Iteration 28Q: 3 clusters Score -187567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -187571.312500 Penalty: 2367.343750
	Iteration 29Q: 3 clusters Score -187571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -187572.640625 Penalty: 2367.343750
	Iteration 30Q: 3 clusters Score -187572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -187575.062500 Penalty: 2367.343750
	Iteration 31Q: 3 clusters Score -187575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187578.343750 Penalty: 2367.343750
	Iteration 32Q: 3 clusters Score -187578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187580.343750 Penalty: 2367.343750
	Iteration 33Q: 3 clusters Score -187580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -187582.328125 Penalty: 2367.343750
	Iteration 34Q: 3 clusters Score -187582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187583.093750 Penalty: 2367.343750
	Iteration 35Q: 3 clusters Score -187583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187583.093750 Penalty: 2367.343750
	Iteration 36F: 3 clusters Score -187583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -357508.125000 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -357508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -354940.281250 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -354940.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -355514.281250 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -355514.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355621.281250 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -355621.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -355695.562500 Penalty: 2580.110840
	Iteration 3Q: 3 clusters Score -355695.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -355751.343750 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -355751.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -355782.750000 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -355782.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -355807.937500 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -355807.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -355821.031250 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -355821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -355839.281250 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -355839.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -355856.187500 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -355856.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -355867.843750 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -355867.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -355887.062500 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -355887.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -355904.281250 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -355904.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -355923.187500 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -355923.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -355943.406250 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -355943.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -355969.406250 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -355969.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -355996.062500 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -355996.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -356026.562500 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -356026.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -356061.656250 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -356061.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -356092.031250 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -356092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -356133.093750 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -356133.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -356179.437500 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -356179.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -356218.937500 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -356218.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -356250.812500 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -356250.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -356277.687500 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -356277.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -356300.156250 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -356300.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -356326.093750 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -356326.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -356348.437500 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -356348.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -356370.187500 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -356370.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -356390.531250 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -356390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -356404.125000 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -356404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -356418.500000 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -356418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -356426.000000 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -356426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -356428.937500 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -356428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -356429.656250 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -356429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -356429.656250 Penalty: 2580.110840
	Iteration 35F: 3 clusters Score -356429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -171039.890625 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -171039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169261.281250 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -169261.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -169707.687500 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -169707.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169876.359375 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -169876.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -170048.328125 Penalty: 2378.956055
	Iteration 3F: 3 clusters Score -170048.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -170194.875000 Penalty: 2378.956055
	Iteration 4F: 3 clusters Score -170194.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170332.531250 Penalty: 2378.956055
	Iteration 5F: 3 clusters Score -170332.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -170443.625000 Penalty: 2378.956055
	Iteration 6F: 3 clusters Score -170443.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170495.546875 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -170495.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170516.328125 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -170516.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -170536.031250 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -170536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170555.703125 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -170555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170563.875000 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -170563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170567.406250 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -170567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170572.828125 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -170572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170577.156250 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -170577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170578.984375 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -170579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170581.359375 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -170581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170584.156250 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -170584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170588.156250 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -170588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170588.812500 Penalty: 2378.956055
	Iteration 19Q: 3 clusters Score -170588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170589.546875 Penalty: 2378.956055
	Iteration 20F: 3 clusters Score -170589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170589.890625 Penalty: 2378.956055
	Iteration 21Q: 3 clusters Score -170589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170589.890625 Penalty: 2378.956055
	Iteration 22F: 3 clusters Score -170589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (74006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Entering Unmasked Estep 
Score: -9742219.000000 Penalty: 1821.933960
	Iteration 0F: 2 clusters Score -9742219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -9694860.000000 Penalty: 3643.867920
	Iteration 0F: 3 clusters Score -9694860 nChanged 35181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -9715100.000000 Penalty: 3643.867920
	Iteration 1F: 3 clusters Score -9715100 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -9715563.000000 Penalty: 3643.867920
	Iteration 2Q: 3 clusters Score -9715563 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -9716191.000000 Penalty: 3643.867920
	Iteration 3Q: 3 clusters Score -9716191 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -9716980.000000 Penalty: 3643.867920
	Iteration 4Q: 3 clusters Score -9716980 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -9718021.000000 Penalty: 3643.867920
	Iteration 5Q: 3 clusters Score -9718021 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -9719610.000000 Penalty: 3643.867920
	Iteration 6Q: 3 clusters Score -9719610 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -9722084.000000 Penalty: 3643.867920
	Iteration 7F: 3 clusters Score -9722084 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -9725665.000000 Penalty: 3643.867920
	Iteration 8F: 3 clusters Score -9725665 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -9730286.000000 Penalty: 3643.867920
	Iteration 9F: 3 clusters Score -9730286 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -9734677.000000 Penalty: 3643.867920
	Iteration 10F: 3 clusters Score -9734677 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9737677.000000 Penalty: 3643.867920
	Iteration 11F: 3 clusters Score -9737677 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9739299.000000 Penalty: 3643.867920
	Iteration 12Q: 3 clusters Score -9739299 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9740016.000000 Penalty: 3643.867920
	Iteration 13Q: 3 clusters Score -9740016 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9740342.000000 Penalty: 3643.867920
	Iteration 14Q: 3 clusters Score -9740342 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9740514.000000 Penalty: 3643.867920
	Iteration 15Q: 3 clusters Score -9740514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9740603.000000 Penalty: 3643.867920
	Iteration 16Q: 3 clusters Score -9740603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9740663.000000 Penalty: 3643.867920
	Iteration 17Q: 3 clusters Score -9740663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9740706.000000 Penalty: 3643.867920
	Iteration 18Q: 3 clusters Score -9740706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9740713.000000 Penalty: 3643.867920
	Iteration 19Q: 3 clusters Score -9740713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9740711.000000 Penalty: 3643.867920
	Iteration 20F: 3 clusters Score -9740711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9740732.000000 Penalty: 3643.867920
	Iteration 21Q: 3 clusters Score -9740732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9740745.000000 Penalty: 3643.867920
	Iteration 22Q: 3 clusters Score -9740745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9740761.000000 Penalty: 3643.867920
	Iteration 23Q: 3 clusters Score -9740761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9740767.000000 Penalty: 3643.867920
	Iteration 24Q: 3 clusters Score -9740767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9740775.000000 Penalty: 3643.867920
	Iteration 25Q: 3 clusters Score -9740775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9740783.000000 Penalty: 3643.867920
	Iteration 26Q: 3 clusters Score -9740783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9740780.000000 Penalty: 3643.867920
	Iteration 27Q: 3 clusters Score -9740780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9740783.000000 Penalty: 3643.867920
	Iteration 28Q: 3 clusters Score -9740783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9740794.000000 Penalty: 3643.867920
	Iteration 29Q: 3 clusters Score -9740794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9740800.000000 Penalty: 3643.867920
	Iteration 30Q: 3 clusters Score -9740800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9740800.000000 Penalty: 3643.867920
	Iteration 31Q: 3 clusters Score -9740800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9740800.000000 Penalty: 3643.867920
	Iteration 32F: 3 clusters Score -9740800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Entering Unmasked Estep 
Score: -1533811.250000 Penalty: 1521.008667
	Iteration 0F: 2 clusters Score -1533811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1525663.125000 Penalty: 3042.017334
	Iteration 0F: 3 clusters Score -1525663 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1528328.250000 Penalty: 3042.017334
	Iteration 1F: 3 clusters Score -1528328 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1528565.000000 Penalty: 3042.017334
	Iteration 2F: 3 clusters Score -1528565 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1528816.750000 Penalty: 3042.017334
	Iteration 3F: 3 clusters Score -1528817 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1529108.125000 Penalty: 3042.017334
	Iteration 4Q: 3 clusters Score -1529108 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1529525.000000 Penalty: 3042.017334
	Iteration 5F: 3 clusters Score -1529525 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1530048.875000 Penalty: 3042.017334
	Iteration 6F: 3 clusters Score -1530049 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1530699.750000 Penalty: 3042.017334
	Iteration 7F: 3 clusters Score -1530700 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1531460.875000 Penalty: 3042.017334
	Iteration 8F: 3 clusters Score -1531461 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1532214.625000 Penalty: 3042.017334
	Iteration 9F: 3 clusters Score -1532215 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1532735.750000 Penalty: 3042.017334
	Iteration 10Q: 3 clusters Score -1532736 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1532975.625000 Penalty: 3042.017334
	Iteration 11Q: 3 clusters Score -1532976 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1533061.250000 Penalty: 3042.017334
	Iteration 12Q: 3 clusters Score -1533061 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1533090.375000 Penalty: 3042.017334
	Iteration 13Q: 3 clusters Score -1533090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1533105.750000 Penalty: 3042.017334
	Iteration 14Q: 3 clusters Score -1533106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1533109.250000 Penalty: 3042.017334
	Iteration 15Q: 3 clusters Score -1533109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1533112.375000 Penalty: 3042.017334
	Iteration 16Q: 3 clusters Score -1533112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1533115.375000 Penalty: 3042.017334
	Iteration 17Q: 3 clusters Score -1533115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1533116.250000 Penalty: 3042.017334
	Iteration 18Q: 3 clusters Score -1533116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1533115.000000 Penalty: 3042.017334
	Iteration 19Q: 3 clusters Score -1533115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1533113.750000 Penalty: 3042.017334
	Iteration 20F: 3 clusters Score -1533114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Entering Unmasked Estep 
Score: -2843012.750000 Penalty: 1621.242554
	Iteration 0F: 2 clusters Score -2843013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2828371.000000 Penalty: 3242.485107
	Iteration 0F: 3 clusters Score -2828371 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2833582.250000 Penalty: 3242.485107
	Iteration 1F: 3 clusters Score -2833582 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2833939.250000 Penalty: 3242.485107
	Iteration 2Q: 3 clusters Score -2833939 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2834223.500000 Penalty: 3242.485107
	Iteration 3Q: 3 clusters Score -2834224 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2834501.750000 Penalty: 3242.485107
	Iteration 4Q: 3 clusters Score -2834502 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2834802.000000 Penalty: 3242.485107
	Iteration 5Q: 3 clusters Score -2834802 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2835112.500000 Penalty: 3242.485107
	Iteration 6Q: 3 clusters Score -2835112 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2835389.500000 Penalty: 3242.485107
	Iteration 7Q: 3 clusters Score -2835390 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2835708.250000 Penalty: 3242.485107
	Iteration 8Q: 3 clusters Score -2835708 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2836110.750000 Penalty: 3242.485107
	Iteration 9Q: 3 clusters Score -2836111 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2836528.000000 Penalty: 3242.485107
	Iteration 10Q: 3 clusters Score -2836528 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2837036.250000 Penalty: 3242.485107
	Iteration 11Q: 3 clusters Score -2837036 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2837668.750000 Penalty: 3242.485107
	Iteration 12Q: 3 clusters Score -2837669 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2838343.250000 Penalty: 3242.485107
	Iteration 13Q: 3 clusters Score -2838343 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2839005.250000 Penalty: 3242.485107
	Iteration 14Q: 3 clusters Score -2839005 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2839627.250000 Penalty: 3242.485107
	Iteration 15Q: 3 clusters Score -2839627 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2840099.500000 Penalty: 3242.485107
	Iteration 16Q: 3 clusters Score -2840100 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2840443.250000 Penalty: 3242.485107
	Iteration 17Q: 3 clusters Score -2840443 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2840685.750000 Penalty: 3242.485107
	Iteration 18Q: 3 clusters Score -2840686 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2840893.750000 Penalty: 3242.485107
	Iteration 19Q: 3 clusters Score -2840894 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2841070.500000 Penalty: 3242.485107
	Iteration 20F: 3 clusters Score -2841070 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2841211.000000 Penalty: 3242.485107
	Iteration 21Q: 3 clusters Score -2841211 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2841307.000000 Penalty: 3242.485107
	Iteration 22Q: 3 clusters Score -2841307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2841367.500000 Penalty: 3242.485107
	Iteration 23Q: 3 clusters Score -2841368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2841415.750000 Penalty: 3242.485107
	Iteration 24Q: 3 clusters Score -2841416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2841439.000000 Penalty: 3242.485107
	Iteration 25Q: 3 clusters Score -2841439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2841468.250000 Penalty: 3242.485107
	Iteration 26Q: 3 clusters Score -2841468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2841481.750000 Penalty: 3242.485107
	Iteration 27Q: 3 clusters Score -2841482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2841490.250000 Penalty: 3242.485107
	Iteration 28Q: 3 clusters Score -2841490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2841512.750000 Penalty: 3242.485107
	Iteration 29Q: 3 clusters Score -2841513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2841519.750000 Penalty: 3242.485107
	Iteration 30Q: 3 clusters Score -2841520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2841533.000000 Penalty: 3242.485107
	Iteration 31Q: 3 clusters Score -2841533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2841537.750000 Penalty: 3242.485107
	Iteration 32Q: 3 clusters Score -2841538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2841544.250000 Penalty: 3242.485107
	Iteration 33Q: 3 clusters Score -2841544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2841548.000000 Penalty: 3242.485107
	Iteration 34Q: 3 clusters Score -2841548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2841555.000000 Penalty: 3242.485107
	Iteration 35Q: 3 clusters Score -2841555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2841559.000000 Penalty: 3242.485107
	Iteration 36Q: 3 clusters Score -2841559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2841565.500000 Penalty: 3242.485107
	Iteration 37Q: 3 clusters Score -2841566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2841569.750000 Penalty: 3242.485107
	Iteration 38Q: 3 clusters Score -2841570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2841568.000000 Penalty: 3242.485107
	Iteration 39Q: 3 clusters Score -2841568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2841575.000000 Penalty: 3242.485107
	Iteration 40F: 3 clusters Score -2841575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2841573.000000 Penalty: 3242.485107
	Iteration 41Q: 3 clusters Score -2841573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2841573.000000 Penalty: 3242.485107
	Iteration 42F: 3 clusters Score -2841573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (82764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Entering Unmasked Estep 
Score: -10944378.000000 Penalty: 1840.109131
	Iteration 0F: 2 clusters Score -1.094438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -10893336.000000 Penalty: 3680.218262
	Iteration 0F: 3 clusters Score -1.089334e+07 nChanged 39404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -10916200.000000 Penalty: 3680.218262
	Iteration 1F: 3 clusters Score -1.09162e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -10917049.000000 Penalty: 3680.218262
	Iteration 2Q: 3 clusters Score -1.091705e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -10918196.000000 Penalty: 3680.218262
	Iteration 3Q: 3 clusters Score -1.09182e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -10920181.000000 Penalty: 3680.218262
	Iteration 4F: 3 clusters Score -1.092018e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -10923252.000000 Penalty: 3680.218262
	Iteration 5F: 3 clusters Score -1.092325e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -10927323.000000 Penalty: 3680.218262
	Iteration 6F: 3 clusters Score -1.092732e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -10931499.000000 Penalty: 3680.218262
	Iteration 7F: 3 clusters Score -1.09315e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -10935492.000000 Penalty: 3680.218262
	Iteration 8F: 3 clusters Score -1.093549e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -10938743.000000 Penalty: 3680.218262
	Iteration 9Q: 3 clusters Score -1.093874e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -10940725.000000 Penalty: 3680.218262
	Iteration 10Q: 3 clusters Score -1.094072e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -10941832.000000 Penalty: 3680.218262
	Iteration 11Q: 3 clusters Score -1.094183e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -10942277.000000 Penalty: 3680.218262
	Iteration 12Q: 3 clusters Score -1.094228e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -10942473.000000 Penalty: 3680.218262
	Iteration 13Q: 3 clusters Score -1.094247e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10942560.000000 Penalty: 3680.218262
	Iteration 14Q: 3 clusters Score -1.094256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -10942619.000000 Penalty: 3680.218262
	Iteration 15Q: 3 clusters Score -1.094262e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -10942669.000000 Penalty: 3680.218262
	Iteration 16Q: 3 clusters Score -1.094267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -10942697.000000 Penalty: 3680.218262
	Iteration 17Q: 3 clusters Score -1.09427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -10942725.000000 Penalty: 3680.218262
	Iteration 18Q: 3 clusters Score -1.094272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -10942743.000000 Penalty: 3680.218262
	Iteration 19Q: 3 clusters Score -1.094274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10942750.000000 Penalty: 3680.218262
	Iteration 20F: 3 clusters Score -1.094275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -10942767.000000 Penalty: 3680.218262
	Iteration 21Q: 3 clusters Score -1.094277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -10942767.000000 Penalty: 3680.218262
	Iteration 22Q: 3 clusters Score -1.094277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -10942777.000000 Penalty: 3680.218262
	Iteration 23Q: 3 clusters Score -1.094278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -10942780.000000 Penalty: 3680.218262
	Iteration 24Q: 3 clusters Score -1.094278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -10942783.000000 Penalty: 3680.218262
	Iteration 25Q: 3 clusters Score -1.094278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10942778.000000 Penalty: 3680.218262
	Iteration 26Q: 3 clusters Score -1.094278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10942778.000000 Penalty: 3680.218262
	Iteration 27F: 3 clusters Score -1.094278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61759 members 
Mstep: Class 10 contains 73061 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 85222 members 
Mstep: Class 13 contains 28158 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77605 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 18394 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77964 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 13011 members 
Mstep: Class 31 contains 75381 members 
Mstep: Class 32 contains 81951 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 74006 members 
Mstep: Class 37 contains 11615 members 
Mstep: Class 38 contains 21523 members 
Mstep: Class 39 contains 82764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788480.000000 Penalty: 89804.523438
Iteration 319Q: 41 clusters Score -1.277885e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 50476 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 8562 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 14960 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61807 members 
Mstep: Class 10 contains 73065 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 85214 members 
Mstep: Class 13 contains 28069 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10145 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 77606 members 
Mstep: Class 22 contains 36921 members 
Mstep: Class 23 contains 18518 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27633 members 
Mstep: Class 30 contains 12964 members 
Mstep: Class 31 contains 75402 members 
Mstep: Class 32 contains 81959 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 2804 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 73382 members 
Mstep: Class 37 contains 11615 members 
Mstep: Class 38 contains 21530 members 
Mstep: Class 39 contains 83392 members 
Mstep: Class 40 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788952.000000 Penalty: 89804.523438
Iteration 320F: 41 clusters Score -1.27789e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 50464 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 8572 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 2544 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61793 members 
Mstep: Class 10 contains 73075 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 85208 members 
Mstep: Class 13 contains 27980 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10148 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 77610 members 
Mstep: Class 22 contains 36921 members 
Mstep: Class 23 contains 18689 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77942 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27605 members 
Mstep: Class 30 contains 12942 members 
Mstep: Class 31 contains 75402 members 
Mstep: Class 32 contains 81968 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 72766 members 
Mstep: Class 37 contains 11615 members 
Mstep: Class 38 contains 21550 members 
Mstep: Class 39 contains 83993 members 
Mstep: Class 40 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788928.000000 Penalty: 89804.523438
Iteration 321Q: 41 clusters Score -1.277889e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 50448 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61748 members 
Mstep: Class 10 contains 73064 members 
Mstep: Class 11 contains 7799 members 
Mstep: Class 12 contains 85210 members 
Mstep: Class 13 contains 27900 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 77603 members 
Mstep: Class 22 contains 36922 members 
Mstep: Class 23 contains 18859 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77926 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27611 members 
Mstep: Class 30 contains 12926 members 
Mstep: Class 31 contains 75414 members 
Mstep: Class 32 contains 81981 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 72162 members 
Mstep: Class 37 contains 11614 members 
Mstep: Class 38 contains 21591 members 
Mstep: Class 39 contains 84562 members 
Mstep: Class 40 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788864.000000 Penalty: 89804.523438
Iteration 322Q: 41 clusters Score -1.277889e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 50442 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 8596 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61683 members 
Mstep: Class 10 contains 73071 members 
Mstep: Class 11 contains 7718 members 
Mstep: Class 12 contains 85218 members 
Mstep: Class 13 contains 27852 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 77604 members 
Mstep: Class 22 contains 36920 members 
Mstep: Class 23 contains 19004 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77900 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27611 members 
Mstep: Class 30 contains 12900 members 
Mstep: Class 31 contains 75409 members 
Mstep: Class 32 contains 81991 members 
Mstep: Class 33 contains 1460 members 
Mstep: Class 34 contains 2789 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 71623 members 
Mstep: Class 37 contains 11617 members 
Mstep: Class 38 contains 21662 members 
Mstep: Class 39 contains 85041 members 
Mstep: Class 40 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789208.000000 Penalty: 89804.523438
Iteration 323Q: 41 clusters Score -1.277892e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 50433 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 8606 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14891 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61620 members 
Mstep: Class 10 contains 73077 members 
Mstep: Class 11 contains 7654 members 
Mstep: Class 12 contains 85219 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 77612 members 
Mstep: Class 22 contains 36912 members 
Mstep: Class 23 contains 19157 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77873 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27631 members 
Mstep: Class 30 contains 12887 members 
Mstep: Class 31 contains 75407 members 
Mstep: Class 32 contains 82004 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 2783 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 71131 members 
Mstep: Class 37 contains 11620 members 
Mstep: Class 38 contains 21740 members 
Mstep: Class 39 contains 85426 members 
Mstep: Class 40 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789072.000000 Penalty: 89804.523438
Iteration 324Q: 41 clusters Score -1.277891e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 50436 members 
Mstep: Class 3 contains 14731 members 
Mstep: Class 4 contains 8615 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14877 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61568 members 
Mstep: Class 10 contains 73080 members 
Mstep: Class 11 contains 7603 members 
Mstep: Class 12 contains 85220 members 
Mstep: Class 13 contains 27742 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10150 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77617 members 
Mstep: Class 22 contains 36907 members 
Mstep: Class 23 contains 19291 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77849 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27647 members 
Mstep: Class 30 contains 12859 members 
Mstep: Class 31 contains 75404 members 
Mstep: Class 32 contains 82022 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 2782 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 70663 members 
Mstep: Class 37 contains 11621 members 
Mstep: Class 38 contains 21812 members 
Mstep: Class 39 contains 85815 members 
Mstep: Class 40 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789120.000000 Penalty: 89804.523438
Iteration 325Q: 41 clusters Score -1.277891e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 8622 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14868 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61516 members 
Mstep: Class 10 contains 73074 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 85231 members 
Mstep: Class 13 contains 27685 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10141 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 77631 members 
Mstep: Class 22 contains 36895 members 
Mstep: Class 23 contains 19424 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77832 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27672 members 
Mstep: Class 30 contains 12842 members 
Mstep: Class 31 contains 75390 members 
Mstep: Class 32 contains 82036 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 2779 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 70132 members 
Mstep: Class 37 contains 11622 members 
Mstep: Class 38 contains 21872 members 
Mstep: Class 39 contains 86258 members 
Mstep: Class 40 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789192.000000 Penalty: 89804.523438
Iteration 326Q: 41 clusters Score -1.277892e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 50445 members 
Mstep: Class 3 contains 14768 members 
Mstep: Class 4 contains 8629 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61454 members 
Mstep: Class 10 contains 73091 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 85244 members 
Mstep: Class 13 contains 27638 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10132 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6351 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 77637 members 
Mstep: Class 22 contains 36895 members 
Mstep: Class 23 contains 19553 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77811 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27686 members 
Mstep: Class 30 contains 12841 members 
Mstep: Class 31 contains 75386 members 
Mstep: Class 32 contains 82035 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 2777 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69682 members 
Mstep: Class 37 contains 11623 members 
Mstep: Class 38 contains 21919 members 
Mstep: Class 39 contains 86631 members 
Mstep: Class 40 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789008.000000 Penalty: 89804.523438
Iteration 327Q: 41 clusters Score -1.27789e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 50442 members 
Mstep: Class 3 contains 14783 members 
Mstep: Class 4 contains 8634 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14848 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61389 members 
Mstep: Class 10 contains 73099 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 85265 members 
Mstep: Class 13 contains 27601 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10124 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6376 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 77643 members 
Mstep: Class 22 contains 36888 members 
Mstep: Class 23 contains 19675 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77787 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27712 members 
Mstep: Class 30 contains 12832 members 
Mstep: Class 31 contains 75391 members 
Mstep: Class 32 contains 82041 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 2775 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69264 members 
Mstep: Class 37 contains 11626 members 
Mstep: Class 38 contains 21959 members 
Mstep: Class 39 contains 86971 members 
Mstep: Class 40 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788928.000000 Penalty: 89804.523438
Iteration 328Q: 41 clusters Score -1.277889e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 50437 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 8639 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 14842 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61338 members 
Mstep: Class 10 contains 73099 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 85281 members 
Mstep: Class 13 contains 27576 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 77662 members 
Mstep: Class 22 contains 36875 members 
Mstep: Class 23 contains 19797 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77757 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27748 members 
Mstep: Class 30 contains 12818 members 
Mstep: Class 31 contains 75393 members 
Mstep: Class 32 contains 82048 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 2773 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 68852 members 
Mstep: Class 37 contains 11631 members 
Mstep: Class 38 contains 21998 members 
Mstep: Class 39 contains 87309 members 
Mstep: Class 40 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788976.000000 Penalty: 89804.523438
Iteration 329Q: 41 clusters Score -1.27789e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 50431 members 
Mstep: Class 3 contains 14794 members 
Mstep: Class 4 contains 8647 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61287 members 
Mstep: Class 10 contains 73089 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 85283 members 
Mstep: Class 13 contains 27552 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 4792 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2759 members 
Mstep: Class 21 contains 77683 members 
Mstep: Class 22 contains 36865 members 
Mstep: Class 23 contains 19918 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77750 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27795 members 
Mstep: Class 30 contains 12810 members 
Mstep: Class 31 contains 75391 members 
Mstep: Class 32 contains 82060 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 2771 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 68458 members 
Mstep: Class 37 contains 11635 members 
Mstep: Class 38 contains 22042 members 
Mstep: Class 39 contains 87609 members 
Mstep: Class 40 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789176.000000 Penalty: 89804.523438
Iteration 330Q: 41 clusters Score -1.277892e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 50430 members 
Mstep: Class 3 contains 14802 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61242 members 
Mstep: Class 10 contains 73078 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 85287 members 
Mstep: Class 13 contains 27531 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10096 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 4790 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2759 members 
Mstep: Class 21 contains 77711 members 
Mstep: Class 22 contains 36857 members 
Mstep: Class 23 contains 20028 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77750 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27845 members 
Mstep: Class 30 contains 12791 members 
Mstep: Class 31 contains 75383 members 
Mstep: Class 32 contains 82071 members 
Mstep: Class 33 contains 1469 members 
Mstep: Class 34 contains 2770 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 68078 members 
Mstep: Class 37 contains 11639 members 
Mstep: Class 38 contains 22095 members 
Mstep: Class 39 contains 87876 members 
Mstep: Class 40 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789296.000000 Penalty: 89804.523438
Iteration 331Q: 41 clusters Score -1.277893e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 50427 members 
Mstep: Class 3 contains 14811 members 
Mstep: Class 4 contains 8658 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 14834 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61203 members 
Mstep: Class 10 contains 73086 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 85283 members 
Mstep: Class 13 contains 27503 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 10088 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 77734 members 
Mstep: Class 22 contains 36846 members 
Mstep: Class 23 contains 20145 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77738 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 12769 members 
Mstep: Class 31 contains 75387 members 
Mstep: Class 32 contains 82085 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 2770 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 67755 members 
Mstep: Class 37 contains 11641 members 
Mstep: Class 38 contains 22142 members 
Mstep: Class 39 contains 88104 members 
Mstep: Class 40 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789280.000000 Penalty: 89804.523438
Iteration 332Q: 41 clusters Score -1.277893e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 50420 members 
Mstep: Class 3 contains 14816 members 
Mstep: Class 4 contains 8664 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61151 members 
Mstep: Class 10 contains 73099 members 
Mstep: Class 11 contains 7096 members 
Mstep: Class 12 contains 85277 members 
Mstep: Class 13 contains 27483 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 10080 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6471 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 77750 members 
Mstep: Class 22 contains 36832 members 
Mstep: Class 23 contains 20268 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77731 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27962 members 
Mstep: Class 30 contains 12752 members 
Mstep: Class 31 contains 75382 members 
Mstep: Class 32 contains 82097 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 2767 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 67477 members 
Mstep: Class 37 contains 11641 members 
Mstep: Class 38 contains 22197 members 
Mstep: Class 39 contains 88280 members 
Mstep: Class 40 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789376.000000 Penalty: 89804.523438
Iteration 333Q: 41 clusters Score -1.277894e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 50415 members 
Mstep: Class 3 contains 14818 members 
Mstep: Class 4 contains 8670 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 14842 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61091 members 
Mstep: Class 10 contains 73102 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 85276 members 
Mstep: Class 13 contains 27460 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10070 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 77767 members 
Mstep: Class 22 contains 36817 members 
Mstep: Class 23 contains 20400 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77715 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28037 members 
Mstep: Class 30 contains 12740 members 
Mstep: Class 31 contains 75385 members 
Mstep: Class 32 contains 82107 members 
Mstep: Class 33 contains 1476 members 
Mstep: Class 34 contains 2763 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 67285 members 
Mstep: Class 37 contains 11644 members 
Mstep: Class 38 contains 22252 members 
Mstep: Class 39 contains 88365 members 
Mstep: Class 40 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789704.000000 Penalty: 89804.523438
Iteration 334Q: 41 clusters Score -1.277897e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 50407 members 
Mstep: Class 3 contains 14819 members 
Mstep: Class 4 contains 8672 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 61034 members 
Mstep: Class 10 contains 73104 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 85278 members 
Mstep: Class 13 contains 27446 members 
Mstep: Class 14 contains 5346 members 
Mstep: Class 15 contains 10063 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6493 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 77777 members 
Mstep: Class 22 contains 36801 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77715 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28101 members 
Mstep: Class 30 contains 12732 members 
Mstep: Class 31 contains 75385 members 
Mstep: Class 32 contains 82110 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 67122 members 
Mstep: Class 37 contains 11653 members 
Mstep: Class 38 contains 22301 members 
Mstep: Class 39 contains 88441 members 
Mstep: Class 40 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789584.000000 Penalty: 89804.523438
Iteration 335Q: 41 clusters Score -1.277896e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 50395 members 
Mstep: Class 3 contains 14820 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14850 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60995 members 
Mstep: Class 10 contains 73110 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 85283 members 
Mstep: Class 13 contains 27442 members 
Mstep: Class 14 contains 5345 members 
Mstep: Class 15 contains 10056 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 77791 members 
Mstep: Class 22 contains 36782 members 
Mstep: Class 23 contains 20595 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77711 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28161 members 
Mstep: Class 30 contains 12722 members 
Mstep: Class 31 contains 75384 members 
Mstep: Class 32 contains 82117 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67006 members 
Mstep: Class 37 contains 11654 members 
Mstep: Class 38 contains 22356 members 
Mstep: Class 39 contains 88460 members 
Mstep: Class 40 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789792.000000 Penalty: 89804.523438
Iteration 336Q: 41 clusters Score -1.277898e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 50394 members 
Mstep: Class 3 contains 14822 members 
Mstep: Class 4 contains 8684 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14852 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60950 members 
Mstep: Class 10 contains 73108 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 10052 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6502 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 77786 members 
Mstep: Class 22 contains 36767 members 
Mstep: Class 23 contains 20694 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77713 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28213 members 
Mstep: Class 30 contains 12715 members 
Mstep: Class 31 contains 75391 members 
Mstep: Class 32 contains 82126 members 
Mstep: Class 33 contains 1481 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66919 members 
Mstep: Class 37 contains 11658 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 88467 members 
Mstep: Class 40 contains 2757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789728.000000 Penalty: 89804.523438
Iteration 337Q: 41 clusters Score -1.277897e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 50396 members 
Mstep: Class 3 contains 14821 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 14855 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60903 members 
Mstep: Class 10 contains 73108 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 85280 members 
Mstep: Class 13 contains 27432 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6509 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 77791 members 
Mstep: Class 22 contains 36755 members 
Mstep: Class 23 contains 20773 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77711 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28246 members 
Mstep: Class 30 contains 12705 members 
Mstep: Class 31 contains 75388 members 
Mstep: Class 32 contains 82131 members 
Mstep: Class 33 contains 1481 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66852 members 
Mstep: Class 37 contains 11666 members 
Mstep: Class 38 contains 22460 members 
Mstep: Class 39 contains 88474 members 
Mstep: Class 40 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789544.000000 Penalty: 89804.523438
Iteration 338Q: 41 clusters Score -1.277895e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 50395 members 
Mstep: Class 3 contains 14819 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60864 members 
Mstep: Class 10 contains 73108 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 27432 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 4775 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 77806 members 
Mstep: Class 22 contains 36736 members 
Mstep: Class 23 contains 20859 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77708 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28278 members 
Mstep: Class 30 contains 12703 members 
Mstep: Class 31 contains 75391 members 
Mstep: Class 32 contains 82136 members 
Mstep: Class 33 contains 1481 members 
Mstep: Class 34 contains 2759 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66801 members 
Mstep: Class 37 contains 11670 members 
Mstep: Class 38 contains 22510 members 
Mstep: Class 39 contains 88460 members 
Mstep: Class 40 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789576.000000 Penalty: 89804.523438
Iteration 339Q: 41 clusters Score -1.277896e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 50379 members 
Mstep: Class 3 contains 14819 members 
Mstep: Class 4 contains 8700 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14851 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60823 members 
Mstep: Class 10 contains 73104 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 85288 members 
Mstep: Class 13 contains 27429 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6535 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 77810 members 
Mstep: Class 22 contains 36723 members 
Mstep: Class 23 contains 20951 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77704 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28291 members 
Mstep: Class 30 contains 12700 members 
Mstep: Class 31 contains 75396 members 
Mstep: Class 32 contains 82152 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 2759 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66784 members 
Mstep: Class 37 contains 11673 members 
Mstep: Class 38 contains 22551 members 
Mstep: Class 39 contains 88437 members 
Mstep: Class 40 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789504.000000 Penalty: 89804.523438
Iteration 340F: 41 clusters Score -1.277895e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 50381 members 
Mstep: Class 3 contains 14815 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 14845 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60781 members 
Mstep: Class 10 contains 73103 members 
Mstep: Class 11 contains 6530 members 
Mstep: Class 12 contains 85302 members 
Mstep: Class 13 contains 27430 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6541 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 77821 members 
Mstep: Class 22 contains 36708 members 
Mstep: Class 23 contains 21035 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77692 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28321 members 
Mstep: Class 30 contains 12701 members 
Mstep: Class 31 contains 75392 members 
Mstep: Class 32 contains 82161 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66770 members 
Mstep: Class 37 contains 11675 members 
Mstep: Class 38 contains 22592 members 
Mstep: Class 39 contains 88396 members 
Mstep: Class 40 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789504.000000 Penalty: 89804.523438
Iteration 341Q: 41 clusters Score -1.277895e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 50376 members 
Mstep: Class 3 contains 14808 members 
Mstep: Class 4 contains 8710 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 14843 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60739 members 
Mstep: Class 10 contains 73099 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 85296 members 
Mstep: Class 13 contains 27437 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 77837 members 
Mstep: Class 22 contains 36679 members 
Mstep: Class 23 contains 21114 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77679 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28337 members 
Mstep: Class 30 contains 12704 members 
Mstep: Class 31 contains 75402 members 
Mstep: Class 32 contains 82173 members 
Mstep: Class 33 contains 1485 members 
Mstep: Class 34 contains 2759 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66789 members 
Mstep: Class 37 contains 11682 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 88352 members 
Mstep: Class 40 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789504.000000 Penalty: 89804.523438
Iteration 342Q: 41 clusters Score -1.277895e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50372 members 
Mstep: Class 3 contains 14800 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 14839 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60708 members 
Mstep: Class 10 contains 73092 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 85288 members 
Mstep: Class 13 contains 27435 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10017 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 77852 members 
Mstep: Class 22 contains 36658 members 
Mstep: Class 23 contains 21192 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77665 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28342 members 
Mstep: Class 30 contains 12706 members 
Mstep: Class 31 contains 75412 members 
Mstep: Class 32 contains 82189 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 2755 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66806 members 
Mstep: Class 37 contains 11684 members 
Mstep: Class 38 contains 22663 members 
Mstep: Class 39 contains 88309 members 
Mstep: Class 40 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789496.000000 Penalty: 89804.523438
Iteration 343Q: 41 clusters Score -1.277895e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50370 members 
Mstep: Class 3 contains 14797 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 14830 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60665 members 
Mstep: Class 10 contains 73075 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 85288 members 
Mstep: Class 13 contains 27436 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10007 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 77865 members 
Mstep: Class 22 contains 36640 members 
Mstep: Class 23 contains 21274 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77664 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28354 members 
Mstep: Class 30 contains 12699 members 
Mstep: Class 31 contains 75420 members 
Mstep: Class 32 contains 82207 members 
Mstep: Class 33 contains 1487 members 
Mstep: Class 34 contains 2752 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66844 members 
Mstep: Class 37 contains 11689 members 
Mstep: Class 38 contains 22710 members 
Mstep: Class 39 contains 88238 members 
Mstep: Class 40 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789504.000000 Penalty: 89804.523438
Iteration 344Q: 41 clusters Score -1.277895e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50369 members 
Mstep: Class 3 contains 14796 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 14825 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60639 members 
Mstep: Class 10 contains 73065 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 85287 members 
Mstep: Class 13 contains 27438 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 21 contains 77873 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 21334 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77657 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28371 members 
Mstep: Class 30 contains 12691 members 
Mstep: Class 31 contains 75425 members 
Mstep: Class 32 contains 82231 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66879 members 
Mstep: Class 37 contains 11696 members 
Mstep: Class 38 contains 22762 members 
Mstep: Class 39 contains 88162 members 
Mstep: Class 40 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789408.000000 Penalty: 89804.523438
Iteration 345Q: 41 clusters Score -1.277894e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 14801 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 14821 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60605 members 
Mstep: Class 10 contains 73055 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 85281 members 
Mstep: Class 13 contains 27444 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10010 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 77870 members 
Mstep: Class 22 contains 36605 members 
Mstep: Class 23 contains 21383 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77661 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28364 members 
Mstep: Class 30 contains 12689 members 
Mstep: Class 31 contains 75432 members 
Mstep: Class 32 contains 82251 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2748 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66917 members 
Mstep: Class 37 contains 11705 members 
Mstep: Class 38 contains 22803 members 
Mstep: Class 39 contains 88113 members 
Mstep: Class 40 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789704.000000 Penalty: 89804.523438
Iteration 346Q: 41 clusters Score -1.277897e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50346 members 
Mstep: Class 3 contains 14799 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 2914 members 
Mstep: Class 6 contains 14819 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60570 members 
Mstep: Class 10 contains 73039 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 85276 members 
Mstep: Class 13 contains 27446 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 6572 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 77874 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 21447 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77664 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28358 members 
Mstep: Class 30 contains 12690 members 
Mstep: Class 31 contains 75437 members 
Mstep: Class 32 contains 82274 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2747 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 66977 members 
Mstep: Class 37 contains 11708 members 
Mstep: Class 38 contains 22831 members 
Mstep: Class 39 contains 88049 members 
Mstep: Class 40 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789680.000000 Penalty: 89804.523438
Iteration 347Q: 41 clusters Score -1.277897e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50342 members 
Mstep: Class 3 contains 14801 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 2913 members 
Mstep: Class 6 contains 14818 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60539 members 
Mstep: Class 10 contains 73021 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 85272 members 
Mstep: Class 13 contains 27447 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6580 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 77890 members 
Mstep: Class 22 contains 36570 members 
Mstep: Class 23 contains 21520 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77666 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28343 members 
Mstep: Class 30 contains 12691 members 
Mstep: Class 31 contains 75444 members 
Mstep: Class 32 contains 82297 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67048 members 
Mstep: Class 37 contains 11715 members 
Mstep: Class 38 contains 22856 members 
Mstep: Class 39 contains 87985 members 
Mstep: Class 40 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789736.000000 Penalty: 89804.523438
Iteration 348Q: 41 clusters Score -1.277897e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50345 members 
Mstep: Class 3 contains 14798 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60516 members 
Mstep: Class 10 contains 73009 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 85267 members 
Mstep: Class 13 contains 27451 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 77900 members 
Mstep: Class 22 contains 36556 members 
Mstep: Class 23 contains 21586 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77667 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28333 members 
Mstep: Class 30 contains 12693 members 
Mstep: Class 31 contains 75452 members 
Mstep: Class 32 contains 82319 members 
Mstep: Class 33 contains 1491 members 
Mstep: Class 34 contains 2745 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67116 members 
Mstep: Class 37 contains 11719 members 
Mstep: Class 38 contains 22879 members 
Mstep: Class 39 contains 87919 members 
Mstep: Class 40 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789768.000000 Penalty: 89804.523438
Iteration 349Q: 41 clusters Score -1.277898e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50342 members 
Mstep: Class 3 contains 14798 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 14805 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60495 members 
Mstep: Class 10 contains 72998 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 85254 members 
Mstep: Class 13 contains 27454 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6589 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 77904 members 
Mstep: Class 22 contains 36553 members 
Mstep: Class 23 contains 21650 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77678 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28314 members 
Mstep: Class 30 contains 12687 members 
Mstep: Class 31 contains 75455 members 
Mstep: Class 32 contains 82326 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 2745 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 67170 members 
Mstep: Class 37 contains 11721 members 
Mstep: Class 38 contains 22905 members 
Mstep: Class 39 contains 87860 members 
Mstep: Class 40 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789800.000000 Penalty: 89804.523438
Iteration 350Q: 41 clusters Score -1.277898e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 50344 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 2903 members 
Mstep: Class 6 contains 14801 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60468 members 
Mstep: Class 10 contains 72997 members 
Mstep: Class 11 contains 5953 members 
Mstep: Class 12 contains 85241 members 
Mstep: Class 13 contains 27458 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 77913 members 
Mstep: Class 22 contains 36537 members 
Mstep: Class 23 contains 21722 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77686 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28296 members 
Mstep: Class 30 contains 12680 members 
Mstep: Class 31 contains 75458 members 
Mstep: Class 32 contains 82327 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 2744 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 67229 members 
Mstep: Class 37 contains 11724 members 
Mstep: Class 38 contains 22946 members 
Mstep: Class 39 contains 87795 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789992.000000 Penalty: 89804.523438
Iteration 351Q: 41 clusters Score -1.2779e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 50350 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60461 members 
Mstep: Class 10 contains 72994 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 85233 members 
Mstep: Class 13 contains 27463 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6604 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 77916 members 
Mstep: Class 22 contains 36527 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77693 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28267 members 
Mstep: Class 30 contains 12682 members 
Mstep: Class 31 contains 75459 members 
Mstep: Class 32 contains 82327 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67309 members 
Mstep: Class 37 contains 11725 members 
Mstep: Class 38 contains 22961 members 
Mstep: Class 39 contains 87723 members 
Mstep: Class 40 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789808.000000 Penalty: 89804.523438
Iteration 352Q: 41 clusters Score -1.277898e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 50350 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 14792 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60453 members 
Mstep: Class 10 contains 72998 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 85220 members 
Mstep: Class 13 contains 27470 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6606 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 77915 members 
Mstep: Class 22 contains 36524 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77697 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28232 members 
Mstep: Class 30 contains 12676 members 
Mstep: Class 31 contains 75457 members 
Mstep: Class 32 contains 82323 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67374 members 
Mstep: Class 37 contains 11727 members 
Mstep: Class 38 contains 22981 members 
Mstep: Class 39 contains 87663 members 
Mstep: Class 40 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789872.000000 Penalty: 89804.523438
Iteration 353Q: 41 clusters Score -1.277899e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 50352 members 
Mstep: Class 3 contains 14778 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 14790 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60448 members 
Mstep: Class 10 contains 72992 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 85205 members 
Mstep: Class 13 contains 27476 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 77918 members 
Mstep: Class 22 contains 36513 members 
Mstep: Class 23 contains 21911 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77710 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28198 members 
Mstep: Class 30 contains 12669 members 
Mstep: Class 31 contains 75462 members 
Mstep: Class 32 contains 82334 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67458 members 
Mstep: Class 37 contains 11733 members 
Mstep: Class 38 contains 23011 members 
Mstep: Class 39 contains 87578 members 
Mstep: Class 40 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790024.000000 Penalty: 89804.523438
Iteration 354Q: 41 clusters Score -1.2779e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 50354 members 
Mstep: Class 3 contains 14770 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 2897 members 
Mstep: Class 6 contains 14787 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60439 members 
Mstep: Class 10 contains 72992 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 85193 members 
Mstep: Class 13 contains 27485 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6618 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 77919 members 
Mstep: Class 22 contains 36506 members 
Mstep: Class 23 contains 21964 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77711 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28154 members 
Mstep: Class 30 contains 12665 members 
Mstep: Class 31 contains 75450 members 
Mstep: Class 32 contains 82348 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67541 members 
Mstep: Class 37 contains 11737 members 
Mstep: Class 38 contains 23045 members 
Mstep: Class 39 contains 87516 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789968.000000 Penalty: 89804.523438
Iteration 355Q: 41 clusters Score -1.2779e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 50351 members 
Mstep: Class 3 contains 14770 members 
Mstep: Class 4 contains 8752 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 10 contains 72993 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 85192 members 
Mstep: Class 13 contains 27492 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 77930 members 
Mstep: Class 22 contains 36488 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77716 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28109 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75431 members 
Mstep: Class 32 contains 82353 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67616 members 
Mstep: Class 37 contains 11740 members 
Mstep: Class 38 contains 23075 members 
Mstep: Class 39 contains 87464 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790016.000000 Penalty: 89804.523438
Iteration 356Q: 41 clusters Score -1.2779e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 50346 members 
Mstep: Class 3 contains 14766 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60420 members 
Mstep: Class 10 contains 72998 members 
Mstep: Class 11 contains 5668 members 
Mstep: Class 12 contains 85192 members 
Mstep: Class 13 contains 27498 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 4769 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 77936 members 
Mstep: Class 22 contains 36465 members 
Mstep: Class 23 contains 22069 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77732 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28059 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75419 members 
Mstep: Class 32 contains 82362 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67694 members 
Mstep: Class 37 contains 11740 members 
Mstep: Class 38 contains 23101 members 
Mstep: Class 39 contains 87404 members 
Mstep: Class 40 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790128.000000 Penalty: 89804.523438
Iteration 357Q: 41 clusters Score -1.277901e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50347 members 
Mstep: Class 3 contains 14762 members 
Mstep: Class 4 contains 8762 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 14789 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60419 members 
Mstep: Class 10 contains 72994 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 85186 members 
Mstep: Class 13 contains 27500 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77940 members 
Mstep: Class 22 contains 36448 members 
Mstep: Class 23 contains 22124 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77738 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 28004 members 
Mstep: Class 30 contains 12659 members 
Mstep: Class 31 contains 75405 members 
Mstep: Class 32 contains 82365 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67770 members 
Mstep: Class 37 contains 11743 members 
Mstep: Class 38 contains 23125 members 
Mstep: Class 39 contains 87357 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790120.000000 Penalty: 89804.523438
Iteration 358Q: 41 clusters Score -1.277901e+08 nChanged 428
Entering ConstructFrom: 
Score: -127790120.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -475076.656250 Penalty: 1340.428467
	Iteration 0F: 2 clusters Score -475076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -471856.187500 Penalty: 2680.856934
	Iteration 0F: 3 clusters Score -471856.2 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -472745.312500 Penalty: 2680.856934
	Iteration 1F: 3 clusters Score -472745.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -472986.437500 Penalty: 2680.856934
	Iteration 2F: 3 clusters Score -472986.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -473190.062500 Penalty: 2680.856934
	Iteration 3F: 3 clusters Score -473190.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -473363.593750 Penalty: 2680.856934
	Iteration 4F: 3 clusters Score -473363.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -473504.812500 Penalty: 2680.856934
	Iteration 5F: 3 clusters Score -473504.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -473641.500000 Penalty: 2680.856934
	Iteration 6Q: 3 clusters Score -473641.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -473786.812500 Penalty: 2680.856934
	Iteration 7Q: 3 clusters Score -473786.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -473925.781250 Penalty: 2680.856934
	Iteration 8Q: 3 clusters Score -473925.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -474059.468750 Penalty: 2680.856934
	Iteration 9Q: 3 clusters Score -474059.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -474162.125000 Penalty: 2680.856934
	Iteration 10Q: 3 clusters Score -474162.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -474258.750000 Penalty: 2680.856934
	Iteration 11Q: 3 clusters Score -474258.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -474343.312500 Penalty: 2680.856934
	Iteration 12Q: 3 clusters Score -474343.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -474426.625000 Penalty: 2680.856934
	Iteration 13Q: 3 clusters Score -474426.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -474617.531250 Penalty: 2680.856934
	Iteration 14Q: 3 clusters Score -474617.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -474993.125000 Penalty: 2680.856934
	Iteration 15Q: 3 clusters Score -474993.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -475132.125000 Penalty: 2680.856934
	Iteration 16Q: 3 clusters Score -475132.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -475187.312500 Penalty: 2680.856934
	Iteration 17Q: 3 clusters Score -475187.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475218.750000 Penalty: 2680.856934
	Iteration 18Q: 3 clusters Score -475218.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -475242.750000 Penalty: 2680.856934
	Iteration 19Q: 3 clusters Score -475242.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -475259.187500 Penalty: 2680.856934
	Iteration 20F: 3 clusters Score -475259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -475267.562500 Penalty: 2680.856934
	Iteration 21Q: 3 clusters Score -475267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -475272.218750 Penalty: 2680.856934
	Iteration 22Q: 3 clusters Score -475272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -475279.625000 Penalty: 2680.856934
	Iteration 23Q: 3 clusters Score -475279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -475281.843750 Penalty: 2680.856934
	Iteration 24Q: 3 clusters Score -475281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -475287.718750 Penalty: 2680.856934
	Iteration 25Q: 3 clusters Score -475287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -475292.437500 Penalty: 2680.856934
	Iteration 26Q: 3 clusters Score -475292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -475295.437500 Penalty: 2680.856934
	Iteration 27Q: 3 clusters Score -475295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -475299.031250 Penalty: 2680.856934
	Iteration 28Q: 3 clusters Score -475299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -475301.937500 Penalty: 2680.856934
	Iteration 29Q: 3 clusters Score -475301.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -475306.125000 Penalty: 2680.856934
	Iteration 30Q: 3 clusters Score -475306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -475309.687500 Penalty: 2680.856934
	Iteration 31Q: 3 clusters Score -475309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -475312.625000 Penalty: 2680.856934
	Iteration 32Q: 3 clusters Score -475312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -475312.656250 Penalty: 2680.856934
	Iteration 33Q: 3 clusters Score -475312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -475314.125000 Penalty: 2680.856934
	Iteration 34Q: 3 clusters Score -475314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -475316.406250 Penalty: 2680.856934
	Iteration 35Q: 3 clusters Score -475316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -475319.593750 Penalty: 2680.856934
	Iteration 36Q: 3 clusters Score -475319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -475320.656250 Penalty: 2680.856934
	Iteration 37Q: 3 clusters Score -475320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -475321.406250 Penalty: 2680.856934
	Iteration 38Q: 3 clusters Score -475321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -475321.906250 Penalty: 2680.856934
	Iteration 39Q: 3 clusters Score -475321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -475322.218750 Penalty: 2680.856934
	Iteration 40F: 3 clusters Score -475322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -475321.937500 Penalty: 2680.856934
	Iteration 41Q: 3 clusters Score -475321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -475323.593750 Penalty: 2680.856934
	Iteration 42Q: 3 clusters Score -475323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -475323.906250 Penalty: 2680.856934
	Iteration 43Q: 3 clusters Score -475323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -475325.062500 Penalty: 2680.856934
	Iteration 44Q: 3 clusters Score -475325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -475325.562500 Penalty: 2680.856934
	Iteration 45Q: 3 clusters Score -475325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -475326.000000 Penalty: 2680.856934
	Iteration 46Q: 3 clusters Score -475326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -475326.187500 Penalty: 2680.856934
	Iteration 47Q: 3 clusters Score -475326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -475326.281250 Penalty: 2680.856934
	Iteration 48Q: 3 clusters Score -475326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -475326.375000 Penalty: 2680.856934
	Iteration 49Q: 3 clusters Score -475326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -475329.406250 Penalty: 2680.856934
	Iteration 50Q: 3 clusters Score -475329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -475329.312500 Penalty: 2680.856934
	Iteration 51Q: 3 clusters Score -475329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -475329.406250 Penalty: 2680.856934
	Iteration 52Q: 3 clusters Score -475329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -475329.406250 Penalty: 2680.856934
	Iteration 53F: 3 clusters Score -475329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 50342 members 
Mstep: Class 3 contains 14759 members 
Mstep: Class 4 contains 8762 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60416 members 
Mstep: Class 10 contains 73003 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 85191 members 
Mstep: Class 13 contains 27503 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77945 members 
Mstep: Class 22 contains 36435 members 
Mstep: Class 23 contains 22173 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77738 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27969 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75397 members 
Mstep: Class 32 contains 82364 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67876 members 
Mstep: Class 37 contains 11743 members 
Mstep: Class 38 contains 23134 members 
Mstep: Class 39 contains 87281 members 
Mstep: Class 40 contains 2847 members 
Mstep: Class 41 contains 1036 members 
Entering Unmasked Estep 
Score: -127789528.000000 Penalty: 92049.632812
Splitting cluster 1 changes total score from -127790120.000000 to -127789528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Entering Unmasked Estep 
Score: -6332201.500000 Penalty: 1759.321777
	Iteration 0F: 2 clusters Score -6332202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -6298350.500000 Penalty: 3518.643555
	Iteration 0F: 3 clusters Score -6298350 nChanged 23703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -6311980.500000 Penalty: 3518.643555
	Iteration 1F: 3 clusters Score -6311980 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -6312594.500000 Penalty: 3518.643555
	Iteration 2Q: 3 clusters Score -6312594 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6313367.500000 Penalty: 3518.643555
	Iteration 3Q: 3 clusters Score -6313368 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6314380.500000 Penalty: 3518.643555
	Iteration 4Q: 3 clusters Score -6314380 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6315838.500000 Penalty: 3518.643555
	Iteration 5F: 3 clusters Score -6315838 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -6317871.500000 Penalty: 3518.643555
	Iteration 6F: 3 clusters Score -6317872 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6320647.000000 Penalty: 3518.643555
	Iteration 7F: 3 clusters Score -6320647 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -6323857.000000 Penalty: 3518.643555
	Iteration 8F: 3 clusters Score -6323857 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6326811.500000 Penalty: 3518.643555
	Iteration 9F: 3 clusters Score -6326812 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -6328870.000000 Penalty: 3518.643555
	Iteration 10Q: 3 clusters Score -6328870 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6329841.000000 Penalty: 3518.643555
	Iteration 11Q: 3 clusters Score -6329841 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6330257.000000 Penalty: 3518.643555
	Iteration 12Q: 3 clusters Score -6330257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -6330432.500000 Penalty: 3518.643555
	Iteration 13Q: 3 clusters Score -6330432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6330529.000000 Penalty: 3518.643555
	Iteration 14Q: 3 clusters Score -6330529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6330592.500000 Penalty: 3518.643555
	Iteration 15Q: 3 clusters Score -6330592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6330620.000000 Penalty: 3518.643555
	Iteration 16Q: 3 clusters Score -6330620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6330625.500000 Penalty: 3518.643555
	Iteration 17Q: 3 clusters Score -6330626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -6330639.500000 Penalty: 3518.643555
	Iteration 18Q: 3 clusters Score -6330640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -6330651.000000 Penalty: 3518.643555
	Iteration 19Q: 3 clusters Score -6330651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -6330667.000000 Penalty: 3518.643555
	Iteration 20F: 3 clusters Score -6330667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -6330670.000000 Penalty: 3518.643555
	Iteration 21Q: 3 clusters Score -6330670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -6330674.000000 Penalty: 3518.643555
	Iteration 22Q: 3 clusters Score -6330674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6330673.000000 Penalty: 3518.643555
	Iteration 23Q: 3 clusters Score -6330673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6330673.500000 Penalty: 3518.643555
	Iteration 24Q: 3 clusters Score -6330674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6330673.500000 Penalty: 3518.643555
	Iteration 25F: 3 clusters Score -6330674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Entering Unmasked Estep 
Score: -1849629.125000 Penalty: 1559.936401
	Iteration 0F: 2 clusters Score -1849629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1839477.000000 Penalty: 3119.872803
	Iteration 0F: 3 clusters Score -1839477 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1843016.625000 Penalty: 3119.872803
	Iteration 1F: 3 clusters Score -1843017 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1843287.750000 Penalty: 3119.872803
	Iteration 2Q: 3 clusters Score -1843288 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1843527.250000 Penalty: 3119.872803
	Iteration 3Q: 3 clusters Score -1843527 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1843757.375000 Penalty: 3119.872803
	Iteration 4Q: 3 clusters Score -1843757 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1844009.125000 Penalty: 3119.872803
	Iteration 5Q: 3 clusters Score -1844009 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1844350.875000 Penalty: 3119.872803
	Iteration 6Q: 3 clusters Score -1844351 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1844806.125000 Penalty: 3119.872803
	Iteration 7F: 3 clusters Score -1844806 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1845392.750000 Penalty: 3119.872803
	Iteration 8F: 3 clusters Score -1845393 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1846092.250000 Penalty: 3119.872803
	Iteration 9F: 3 clusters Score -1846092 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1846776.000000 Penalty: 3119.872803
	Iteration 10F: 3 clusters Score -1846776 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1847389.375000 Penalty: 3119.872803
	Iteration 11Q: 3 clusters Score -1847389 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1847819.375000 Penalty: 3119.872803
	Iteration 12Q: 3 clusters Score -1847819 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1848095.875000 Penalty: 3119.872803
	Iteration 13Q: 3 clusters Score -1848096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1848218.625000 Penalty: 3119.872803
	Iteration 14Q: 3 clusters Score -1848219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1848291.750000 Penalty: 3119.872803
	Iteration 15Q: 3 clusters Score -1848292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1848337.500000 Penalty: 3119.872803
	Iteration 16Q: 3 clusters Score -1848338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1848376.250000 Penalty: 3119.872803
	Iteration 17Q: 3 clusters Score -1848376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1848397.750000 Penalty: 3119.872803
	Iteration 18Q: 3 clusters Score -1848398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1848412.000000 Penalty: 3119.872803
	Iteration 19Q: 3 clusters Score -1848412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1848424.000000 Penalty: 3119.872803
	Iteration 20F: 3 clusters Score -1848424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1848424.875000 Penalty: 3119.872803
	Iteration 21Q: 3 clusters Score -1848425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1848430.000000 Penalty: 3119.872803
	Iteration 22Q: 3 clusters Score -1848430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1848431.625000 Penalty: 3119.872803
	Iteration 23Q: 3 clusters Score -1848432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1848436.500000 Penalty: 3119.872803
	Iteration 24Q: 3 clusters Score -1848436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1848436.000000 Penalty: 3119.872803
	Iteration 25Q: 3 clusters Score -1848436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1848438.375000 Penalty: 3119.872803
	Iteration 26Q: 3 clusters Score -1848438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1848437.000000 Penalty: 3119.872803
	Iteration 27Q: 3 clusters Score -1848437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1848438.500000 Penalty: 3119.872803
	Iteration 28Q: 3 clusters Score -1848438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1848438.375000 Penalty: 3119.872803
	Iteration 29Q: 3 clusters Score -1848438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1848438.375000 Penalty: 3119.872803
	Iteration 30F: 3 clusters Score -1848438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1168305.625000 Penalty: 1475.204102
	Iteration 0F: 2 clusters Score -1168306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1161987.500000 Penalty: 2950.408203
	Iteration 0F: 3 clusters Score -1161988 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1163953.750000 Penalty: 2950.408203
	Iteration 1F: 3 clusters Score -1163954 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1164151.500000 Penalty: 2950.408203
	Iteration 2F: 3 clusters Score -1164152 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1164312.125000 Penalty: 2950.408203
	Iteration 3Q: 3 clusters Score -1164312 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1164450.500000 Penalty: 2950.408203
	Iteration 4Q: 3 clusters Score -1164450 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1164589.625000 Penalty: 2950.408203
	Iteration 5Q: 3 clusters Score -1164590 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1164736.750000 Penalty: 2950.408203
	Iteration 6Q: 3 clusters Score -1164737 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1164909.375000 Penalty: 2950.408203
	Iteration 7Q: 3 clusters Score -1164909 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1165131.875000 Penalty: 2950.408203
	Iteration 8Q: 3 clusters Score -1165132 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1165408.875000 Penalty: 2950.408203
	Iteration 9Q: 3 clusters Score -1165409 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1165774.500000 Penalty: 2950.408203
	Iteration 10F: 3 clusters Score -1165774 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1166182.375000 Penalty: 2950.408203
	Iteration 11F: 3 clusters Score -1166182 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1166560.875000 Penalty: 2950.408203
	Iteration 12Q: 3 clusters Score -1166561 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1166804.500000 Penalty: 2950.408203
	Iteration 13Q: 3 clusters Score -1166804 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1166966.875000 Penalty: 2950.408203
	Iteration 14Q: 3 clusters Score -1166967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1167075.125000 Penalty: 2950.408203
	Iteration 15Q: 3 clusters Score -1167075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1167154.250000 Penalty: 2950.408203
	Iteration 16Q: 3 clusters Score -1167154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1167195.125000 Penalty: 2950.408203
	Iteration 17Q: 3 clusters Score -1167195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1167218.000000 Penalty: 2950.408203
	Iteration 18Q: 3 clusters Score -1167218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1167229.250000 Penalty: 2950.408203
	Iteration 19Q: 3 clusters Score -1167229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1167236.000000 Penalty: 2950.408203
	Iteration 20F: 3 clusters Score -1167236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1167236.125000 Penalty: 2950.408203
	Iteration 21Q: 3 clusters Score -1167236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1167237.000000 Penalty: 2950.408203
	Iteration 22Q: 3 clusters Score -1167237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1167238.125000 Penalty: 2950.408203
	Iteration 23Q: 3 clusters Score -1167238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1167238.625000 Penalty: 2950.408203
	Iteration 24Q: 3 clusters Score -1167239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1167238.625000 Penalty: 2950.408203
	Iteration 25F: 3 clusters Score -1167239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -366476.562500 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -366476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -363815.187500 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -363815.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364407.812500 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -364407.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -364587.562500 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -364587.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -364698.375000 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -364698.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -364772.968750 Penalty: 2590.266113
	Iteration 4Q: 3 clusters Score -364773 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -364833.187500 Penalty: 2590.266113
	Iteration 5Q: 3 clusters Score -364833.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -364890.500000 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -364890.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -364943.656250 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -364943.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -364978.437500 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -364978.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -365001.281250 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -365001.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -365021.500000 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -365021.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -365044.625000 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -365044.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -365070.156250 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -365070.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -365091.593750 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -365091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -365115.843750 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -365115.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -365139.531250 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -365139.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -365150.125000 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -365150.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -365158.000000 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -365158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -365167.250000 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -365167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365173.843750 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -365173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -365178.625000 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -365178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -365185.062500 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -365185.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -365192.000000 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -365192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -365193.625000 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -365193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -365194.562500 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -365194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -365194.562500 Penalty: 2590.266113
	Iteration 25F: 3 clusters Score -365194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Entering Unmasked Estep 
Score: -1921244.375000 Penalty: 1560.233276
	Iteration 0F: 2 clusters Score -1921244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1911016.375000 Penalty: 3120.466553
	Iteration 0F: 3 clusters Score -1911016 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1914467.250000 Penalty: 3120.466553
	Iteration 1F: 3 clusters Score -1914467 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1914787.500000 Penalty: 3120.466553
	Iteration 2F: 3 clusters Score -1914788 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1915091.750000 Penalty: 3120.466553
	Iteration 3Q: 3 clusters Score -1915092 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1915379.750000 Penalty: 3120.466553
	Iteration 4Q: 3 clusters Score -1915380 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1915679.750000 Penalty: 3120.466553
	Iteration 5Q: 3 clusters Score -1915680 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1916032.625000 Penalty: 3120.466553
	Iteration 6Q: 3 clusters Score -1916033 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1916459.000000 Penalty: 3120.466553
	Iteration 7Q: 3 clusters Score -1916459 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1916944.125000 Penalty: 3120.466553
	Iteration 8Q: 3 clusters Score -1916944 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1917347.625000 Penalty: 3120.466553
	Iteration 9Q: 3 clusters Score -1917348 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1917671.250000 Penalty: 3120.466553
	Iteration 10Q: 3 clusters Score -1917671 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1917840.750000 Penalty: 3120.466553
	Iteration 11Q: 3 clusters Score -1917841 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1917929.750000 Penalty: 3120.466553
	Iteration 12Q: 3 clusters Score -1917930 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1917981.250000 Penalty: 3120.466553
	Iteration 13Q: 3 clusters Score -1917981 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1918042.750000 Penalty: 3120.466553
	Iteration 14Q: 3 clusters Score -1918043 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1918087.875000 Penalty: 3120.466553
	Iteration 15Q: 3 clusters Score -1918088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1918136.750000 Penalty: 3120.466553
	Iteration 16Q: 3 clusters Score -1918137 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1918194.375000 Penalty: 3120.466553
	Iteration 17Q: 3 clusters Score -1918194 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1918245.375000 Penalty: 3120.466553
	Iteration 18Q: 3 clusters Score -1918245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1918287.250000 Penalty: 3120.466553
	Iteration 19Q: 3 clusters Score -1918287 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1918328.000000 Penalty: 3120.466553
	Iteration 20F: 3 clusters Score -1918328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1918365.875000 Penalty: 3120.466553
	Iteration 21Q: 3 clusters Score -1918366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1918401.375000 Penalty: 3120.466553
	Iteration 22Q: 3 clusters Score -1918401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1918441.625000 Penalty: 3120.466553
	Iteration 23Q: 3 clusters Score -1918442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1918471.625000 Penalty: 3120.466553
	Iteration 24Q: 3 clusters Score -1918472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1918496.375000 Penalty: 3120.466553
	Iteration 25Q: 3 clusters Score -1918496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1918519.625000 Penalty: 3120.466553
	Iteration 26Q: 3 clusters Score -1918520 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1918550 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1918598 nChanged 161
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Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1918648.125000 Penalty: 3120.466553
	Iteration 29Q: 3 clusters Score -1918648 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1918706 nChanged 157
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Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1918747 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1918886 nChanged 129
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Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1918923 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1918951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1918970 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1918988 nChanged 63
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Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1918995 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1919003.250000 Penalty: 3120.466553
	Iteration 40F: 3 clusters Score -1919003 nChanged 60
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1919014 nChanged 62
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Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1919026 nChanged 56
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Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8492 members 
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	Iteration 43Q: 3 clusters Score -1919032 nChanged 42
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Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1919037 nChanged 35
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Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1919040 nChanged 28
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Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8593 members 
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	Iteration 46Q: 3 clusters Score -1919046 nChanged 24
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Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1919056 nChanged 29
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Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8675 members 
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	Iteration 49Q: 3 clusters Score -1919057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1919062.000000 Penalty: 3120.466553
	Iteration 50Q: 3 clusters Score -1919062 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8737 members 
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Mstep: Class 1 contains 6008 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1919071 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8840 members 
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Mstep: Class 1 contains 5917 members 
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	Iteration 55Q: 3 clusters Score -1919084 nChanged 25
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Mstep: Class 1 contains 5892 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8924 members 
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	Iteration 57Q: 3 clusters Score -1919091 nChanged 27
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Mstep: Class 1 contains 5835 members 
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Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8980 members 
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	Iteration 59Q: 3 clusters Score -1919092 nChanged 39
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Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9019 members 
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	Iteration 60F: 3 clusters Score -1919099 nChanged 45
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Mstep: Class 1 contains 5722 members 
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	Iteration 61Q: 3 clusters Score -1919103 nChanged 44
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Mstep: Class 1 contains 5678 members 
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	Iteration 62Q: 3 clusters Score -1919114 nChanged 32
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Mstep: Class 1 contains 5646 members 
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	Iteration 63Q: 3 clusters Score -1919112 nChanged 33
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Mstep: Class 1 contains 5613 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1919118 nChanged 35
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Mstep: Class 1 contains 5582 members 
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	Iteration 65Q: 3 clusters Score -1919124 nChanged 37
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Mstep: Class 1 contains 5545 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
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	Iteration 67Q: 3 clusters Score -1919141 nChanged 60
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Mstep: Class 1 contains 5441 members 
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	Iteration 68Q: 3 clusters Score -1919146 nChanged 63
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Mstep: Class 1 contains 5378 members 
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	Iteration 69Q: 3 clusters Score -1919154 nChanged 41
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Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9449 members 
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	Iteration 70Q: 3 clusters Score -1919164 nChanged 40
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9487 members 
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	Iteration 71Q: 3 clusters Score -1919166 nChanged 33
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Mstep: Class 1 contains 5266 members 
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	Iteration 72Q: 3 clusters Score -1919167 nChanged 19
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9539 members 
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	Iteration 73Q: 3 clusters Score -1919173 nChanged 20
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9559 members 
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	Iteration 74Q: 3 clusters Score -1919172 nChanged 32
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9591 members 
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	Iteration 75Q: 3 clusters Score -1919178 nChanged 30
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Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9621 members 
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	Iteration 76Q: 3 clusters Score -1919180 nChanged 27
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Mstep: Class 1 contains 5138 members 
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	Iteration 77Q: 3 clusters Score -1919183 nChanged 32
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Mstep: Class 1 contains 5106 members 
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	Iteration 78Q: 3 clusters Score -1919183 nChanged 38
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Mstep: Class 1 contains 5068 members 
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	Iteration 79Q: 3 clusters Score -1919194 nChanged 38
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Mstep: Class 1 contains 5030 members 
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	Iteration 80F: 3 clusters Score -1919197 nChanged 34
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Mstep: Class 1 contains 5000 members 
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	Iteration 81Q: 3 clusters Score -1919200 nChanged 37
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Mstep: Class 1 contains 4963 members 
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	Iteration 82Q: 3 clusters Score -1919209 nChanged 42
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Mstep: Class 1 contains 4921 members 
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	Iteration 83Q: 3 clusters Score -1919217 nChanged 39
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Mstep: Class 1 contains 4882 members 
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	Iteration 84Q: 3 clusters Score -1919220 nChanged 38
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Mstep: Class 1 contains 4844 members 
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	Iteration 85Q: 3 clusters Score -1919228 nChanged 36
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Mstep: Class 1 contains 4812 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1919224 nChanged 41
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Mstep: Class 1 contains 4771 members 
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	Iteration 87Q: 3 clusters Score -1919236 nChanged 42
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Mstep: Class 1 contains 4729 members 
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Mstep: Class 1 contains 4690 members 
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	Iteration 89Q: 3 clusters Score -1919248 nChanged 37
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Mstep: Class 1 contains 4653 members 
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	Iteration 90Q: 3 clusters Score -1919254 nChanged 33
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Mstep: Class 1 contains 4620 members 
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	Iteration 91Q: 3 clusters Score -1919262 nChanged 32
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Mstep: Class 1 contains 4588 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1919266 nChanged 35
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Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10233 members 
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	Iteration 93Q: 3 clusters Score -1919276 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4523 members 
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	Iteration 94Q: 3 clusters Score -1919280 nChanged 35
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Mstep: Class 1 contains 4488 members 
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	Iteration 95Q: 3 clusters Score -1919280 nChanged 51
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Mstep: Class 1 contains 4437 members 
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	Iteration 96Q: 3 clusters Score -1919292 nChanged 49
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Mstep: Class 1 contains 4388 members 
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	Iteration 97Q: 3 clusters Score -1919299 nChanged 48
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Mstep: Class 1 contains 4340 members 
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	Iteration 98Q: 3 clusters Score -1919303 nChanged 50
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Mstep: Class 1 contains 4290 members 
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	Iteration 99Q: 3 clusters Score -1919316 nChanged 49
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Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10545 members 
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Score: -1919325.875000 Penalty: 3120.466553
	Iteration 100F: 3 clusters Score -1919326 nChanged 52
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Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1919336 nChanged 61
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Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1919341 nChanged 49
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Mstep: Class 1 contains 4081 members 
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	Iteration 103Q: 3 clusters Score -1919354 nChanged 43
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Mstep: Class 1 contains 4038 members 
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	Iteration 104Q: 3 clusters Score -1919362 nChanged 39
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Mstep: Class 1 contains 3999 members 
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	Iteration 105Q: 3 clusters Score -1919370 nChanged 34
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Mstep: Class 1 contains 3965 members 
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	Iteration 106Q: 3 clusters Score -1919374 nChanged 31
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Mstep: Class 1 contains 3934 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1919380 nChanged 48
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Mstep: Class 1 contains 3886 members 
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	Iteration 108Q: 3 clusters Score -1919385 nChanged 34
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	Iteration 109Q: 3 clusters Score -1919387 nChanged 30
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	Iteration 110Q: 3 clusters Score -1919395 nChanged 22
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	Iteration 111Q: 3 clusters Score -1919393 nChanged 14
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	Iteration 112Q: 3 clusters Score -1919399 nChanged 21
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	Iteration 113Q: 3 clusters Score -1919402 nChanged 20
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	Iteration 114Q: 3 clusters Score -1919403 nChanged 17
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	Iteration 115Q: 3 clusters Score -1919410 nChanged 22
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	Iteration 116Q: 3 clusters Score -1919410 nChanged 26
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Mstep: Class 1 contains 3682 members 
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Entering Unmasked Estep 
Score: -1919416.000000 Penalty: 3120.466553
	Iteration 117Q: 3 clusters Score -1919416 nChanged 28
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Mstep: Class 1 contains 3656 members 
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Entering Unmasked Estep 
Score: -1919418.000000 Penalty: 3120.466553
	Iteration 118Q: 3 clusters Score -1919418 nChanged 29
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1919421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1919423.500000 Penalty: 3120.466553
	Iteration 120F: 3 clusters Score -1919424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1919430.875000 Penalty: 3120.466553
	Iteration 121Q: 3 clusters Score -1919431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1919428.125000 Penalty: 3120.466553
	Iteration 122Q: 3 clusters Score -1919428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1919432.875000 Penalty: 3120.466553
	Iteration 123Q: 3 clusters Score -1919433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1919434.625000 Penalty: 3120.466553
	Iteration 124Q: 3 clusters Score -1919435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1919436.625000 Penalty: 3120.466553
	Iteration 125Q: 3 clusters Score -1919437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1919435.125000 Penalty: 3120.466553
	Iteration 126Q: 3 clusters Score -1919435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1919444.250000 Penalty: 3120.466553
	Iteration 127Q: 3 clusters Score -1919444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1919444.000000 Penalty: 3120.466553
	Iteration 128Q: 3 clusters Score -1919444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1919447.500000 Penalty: 3120.466553
	Iteration 129Q: 3 clusters Score -1919448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1919442.375000 Penalty: 3120.466553
	Iteration 130Q: 3 clusters Score -1919442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1919448.625000 Penalty: 3120.466553
	Iteration 131Q: 3 clusters Score -1919449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1919450.750000 Penalty: 3120.466553
	Iteration 132Q: 3 clusters Score -1919451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1919451.250000 Penalty: 3120.466553
	Iteration 133Q: 3 clusters Score -1919451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1919451.000000 Penalty: 3120.466553
	Iteration 134Q: 3 clusters Score -1919451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1919451.500000 Penalty: 3120.466553
	Iteration 135Q: 3 clusters Score -1919452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1919455.625000 Penalty: 3120.466553
	Iteration 136Q: 3 clusters Score -1919456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1919456.125000 Penalty: 3120.466553
	Iteration 137Q: 3 clusters Score -1919456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1919455.875000 Penalty: 3120.466553
	Iteration 138Q: 3 clusters Score -1919456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1919451.750000 Penalty: 3120.466553
	Iteration 139Q: 3 clusters Score -1919452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1919453.500000 Penalty: 3120.466553
	Iteration 140F: 3 clusters Score -1919454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -332948.656250 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -332948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -330498.562500 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -330498.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -331096.562500 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -331096.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -331262.687500 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -331262.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -331393.312500 Penalty: 2558.795654
	Iteration 3F: 3 clusters Score -331393.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -331481.812500 Penalty: 2558.795654
	Iteration 4Q: 3 clusters Score -331481.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -331552.531250 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -331552.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -331606.437500 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -331606.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -331645.937500 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -331645.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -331676.156250 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -331676.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -331696.687500 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -331696.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -331709.500000 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -331709.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -331722.187500 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -331722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -331732.156250 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -331732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -331738.218750 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -331738.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -331743.187500 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -331743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -331746.593750 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -331746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -331749.218750 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -331749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -331754.125000 Penalty: 2558.795654
	Iteration 17Q: 3 clusters Score -331754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -331757.968750 Penalty: 2558.795654
	Iteration 18Q: 3 clusters Score -331758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -331761.156250 Penalty: 2558.795654
	Iteration 19Q: 3 clusters Score -331761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -331763.531250 Penalty: 2558.795654
	Iteration 20F: 3 clusters Score -331763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -331765.656250 Penalty: 2558.795654
	Iteration 21Q: 3 clusters Score -331765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331768.187500 Penalty: 2558.795654
	Iteration 22Q: 3 clusters Score -331768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -331770.562500 Penalty: 2558.795654
	Iteration 23Q: 3 clusters Score -331770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -331771.843750 Penalty: 2558.795654
	Iteration 24Q: 3 clusters Score -331771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -331771.968750 Penalty: 2558.795654
	Iteration 25Q: 3 clusters Score -331772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -331773.343750 Penalty: 2558.795654
	Iteration 26Q: 3 clusters Score -331773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -331775.093750 Penalty: 2558.795654
	Iteration 27Q: 3 clusters Score -331775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -331776.687500 Penalty: 2558.795654
	Iteration 28Q: 3 clusters Score -331776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -331778.125000 Penalty: 2558.795654
	Iteration 29Q: 3 clusters Score -331778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -331779.468750 Penalty: 2558.795654
	Iteration 30Q: 3 clusters Score -331779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -331780.437500 Penalty: 2558.795654
	Iteration 31Q: 3 clusters Score -331780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -331781.375000 Penalty: 2558.795654
	Iteration 32Q: 3 clusters Score -331781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331783.968750 Penalty: 2558.795654
	Iteration 33Q: 3 clusters Score -331784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -331784.031250 Penalty: 2558.795654
	Iteration 34Q: 3 clusters Score -331784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -331784.406250 Penalty: 2558.795654
	Iteration 35Q: 3 clusters Score -331784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -331785.562500 Penalty: 2558.795654
	Iteration 36Q: 3 clusters Score -331785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -331785.593750 Penalty: 2558.795654
	Iteration 37Q: 3 clusters Score -331785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -331785.593750 Penalty: 2558.795654
	Iteration 38F: 3 clusters Score -331785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8485.328125 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8485.328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8576.251953 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8576.252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8602.729492 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8602.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8619.638672 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8619.639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8622.410156 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8622.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8623.503906 Penalty: 1576.909790
	Iteration 5Q: 3 clusters Score -8623.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8623.503906 Penalty: 1576.909790
	Iteration 6F: 3 clusters Score -8623.504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Entering Unmasked Estep 
Score: -7719373.500000 Penalty: 1788.963989
	Iteration 0F: 2 clusters Score -7719374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -7679160.000000 Penalty: 3577.927979
	Iteration 0F: 3 clusters Score -7679160 nChanged 28235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -7695698.000000 Penalty: 3577.927979
	Iteration 1F: 3 clusters Score -7695698 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -7696929.500000 Penalty: 3577.927979
	Iteration 2Q: 3 clusters Score -7696930 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7698705.000000 Penalty: 3577.927979
	Iteration 3F: 3 clusters Score -7698705 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -7701224.000000 Penalty: 3577.927979
	Iteration 4F: 3 clusters Score -7701224 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -7704301.000000 Penalty: 3577.927979
	Iteration 5F: 3 clusters Score -7704301 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -7707511.000000 Penalty: 3577.927979
	Iteration 6F: 3 clusters Score -7707511 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -7710638.000000 Penalty: 3577.927979
	Iteration 7F: 3 clusters Score -7710638 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -7713423.500000 Penalty: 3577.927979
	Iteration 8F: 3 clusters Score -7713424 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -7715448.000000 Penalty: 3577.927979
	Iteration 9Q: 3 clusters Score -7715448 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -7716640.000000 Penalty: 3577.927979
	Iteration 10Q: 3 clusters Score -7716640 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -7717294.000000 Penalty: 3577.927979
	Iteration 11Q: 3 clusters Score -7717294 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -7717588.500000 Penalty: 3577.927979
	Iteration 12Q: 3 clusters Score -7717588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -7717753.000000 Penalty: 3577.927979
	Iteration 13Q: 3 clusters Score -7717753 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7717825.500000 Penalty: 3577.927979
	Iteration 14Q: 3 clusters Score -7717826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -7717880.000000 Penalty: 3577.927979
	Iteration 15Q: 3 clusters Score -7717880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -7717909.000000 Penalty: 3577.927979
	Iteration 16Q: 3 clusters Score -7717909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -7717948.500000 Penalty: 3577.927979
	Iteration 17Q: 3 clusters Score -7717948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -7717969.000000 Penalty: 3577.927979
	Iteration 18Q: 3 clusters Score -7717969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -7717974.500000 Penalty: 3577.927979
	Iteration 19Q: 3 clusters Score -7717974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -7717986.000000 Penalty: 3577.927979
	Iteration 20F: 3 clusters Score -7717986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -7717995.500000 Penalty: 3577.927979
	Iteration 21Q: 3 clusters Score -7717996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -7717991.000000 Penalty: 3577.927979
	Iteration 22Q: 3 clusters Score -7717991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -7717998.500000 Penalty: 3577.927979
	Iteration 23Q: 3 clusters Score -7717998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -7718006.000000 Penalty: 3577.927979
	Iteration 24Q: 3 clusters Score -7718006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -7718010.500000 Penalty: 3577.927979
	Iteration 25Q: 3 clusters Score -7718010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -7718023.000000 Penalty: 3577.927979
	Iteration 26Q: 3 clusters Score -7718023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -7718017.000000 Penalty: 3577.927979
	Iteration 27Q: 3 clusters Score -7718017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -7718025.000000 Penalty: 3577.927979
	Iteration 28Q: 3 clusters Score -7718025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -7718027.500000 Penalty: 3577.927979
	Iteration 29Q: 3 clusters Score -7718028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7718036.000000 Penalty: 3577.927979
	Iteration 30Q: 3 clusters Score -7718036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -7718050.500000 Penalty: 3577.927979
	Iteration 31Q: 3 clusters Score -7718050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -7718061.500000 Penalty: 3577.927979
	Iteration 32Q: 3 clusters Score -7718062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -7718077.000000 Penalty: 3577.927979
	Iteration 33Q: 3 clusters Score -7718077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -7718069.500000 Penalty: 3577.927979
	Iteration 34Q: 3 clusters Score -7718070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -7718071.000000 Penalty: 3577.927979
	Iteration 35Q: 3 clusters Score -7718071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -7718072.500000 Penalty: 3577.927979
	Iteration 36Q: 3 clusters Score -7718072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -7718073.500000 Penalty: 3577.927979
	Iteration 37Q: 3 clusters Score -7718074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -7718073.500000 Penalty: 3577.927979
	Iteration 38F: 3 clusters Score -7718074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Entering Unmasked Estep 
Score: -9696006.000000 Penalty: 1819.716553
	Iteration 0F: 2 clusters Score -9696006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9648905.000000 Penalty: 3639.433105
	Iteration 0F: 3 clusters Score -9648905 nChanged 34669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -9669536.000000 Penalty: 3639.433105
	Iteration 1F: 3 clusters Score -9669536 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -9671185.000000 Penalty: 3639.433105
	Iteration 2F: 3 clusters Score -9671185 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -9674083.000000 Penalty: 3639.433105
	Iteration 3F: 3 clusters Score -9674083 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -9679087.000000 Penalty: 3639.433105
	Iteration 4F: 3 clusters Score -9679087 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -9685502.000000 Penalty: 3639.433105
	Iteration 5F: 3 clusters Score -9685502 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -9690587.000000 Penalty: 3639.433105
	Iteration 6F: 3 clusters Score -9690587 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -9693051.000000 Penalty: 3639.433105
	Iteration 7Q: 3 clusters Score -9693051 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -9693919.000000 Penalty: 3639.433105
	Iteration 8Q: 3 clusters Score -9693919 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -9694233.000000 Penalty: 3639.433105
	Iteration 9Q: 3 clusters Score -9694233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -9694343.000000 Penalty: 3639.433105
	Iteration 10Q: 3 clusters Score -9694343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -9694418.000000 Penalty: 3639.433105
	Iteration 11Q: 3 clusters Score -9694418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -9694436.000000 Penalty: 3639.433105
	Iteration 12Q: 3 clusters Score -9694436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -9694453.000000 Penalty: 3639.433105
	Iteration 13Q: 3 clusters Score -9694453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -9694472.000000 Penalty: 3639.433105
	Iteration 14Q: 3 clusters Score -9694472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -9694476.000000 Penalty: 3639.433105
	Iteration 15Q: 3 clusters Score -9694476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -9694480.000000 Penalty: 3639.433105
	Iteration 16Q: 3 clusters Score -9694480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -9694475.000000 Penalty: 3639.433105
	Iteration 17Q: 3 clusters Score -9694475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -9694489.000000 Penalty: 3639.433105
	Iteration 18Q: 3 clusters Score -9694489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9694490.000000 Penalty: 3639.433105
	Iteration 19Q: 3 clusters Score -9694490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9694491.000000 Penalty: 3639.433105
	Iteration 20F: 3 clusters Score -9694491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9694502.000000 Penalty: 3639.433105
	Iteration 21Q: 3 clusters Score -9694502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9694497.000000 Penalty: 3639.433105
	Iteration 22Q: 3 clusters Score -9694497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -9694497.000000 Penalty: 3639.433105
	Iteration 23Q: 3 clusters Score -9694497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -9694497.000000 Penalty: 3639.433105
	Iteration 24F: 3 clusters Score -9694497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -702734.687500 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -702734.7 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 2788 members 
Entering Unmasked Estep 
Score: -698419.625000 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -698419.6 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -699665.562500 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -699665.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -699863.562500 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -699863.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -700009.375000 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -700009.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -700154.687500 Penalty: 2804.105957
	Iteration 4Q: 3 clusters Score -700154.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -700316.125000 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -700316.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -700480.437500 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -700480.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -700626.625000 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -700626.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -700751.000000 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -700751 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -700870.625000 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -700870.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -700967.750000 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -700967.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -701035.500000 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -701035.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -701100.562500 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -701100.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -701171.312500 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -701171.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -701218.375000 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -701218.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -701268.562500 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -701268.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -701308.562500 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -701308.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -701348.937500 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -701348.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -701386.187500 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -701386.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -701418.187500 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -701418.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -701447.937500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -701447.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -701477.937500 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -701477.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -701504.375000 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -701504.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -701519.500000 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -701519.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -701532.437500 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -701532.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -701544.687500 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -701544.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -701559.062500 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -701559.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -701567.000000 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -701567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -701572.750000 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -701572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -701577.000000 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -701577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -701581.125000 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -701581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -701586.000000 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -701586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -701594.125000 Penalty: 2804.105957
	Iteration 32Q: 3 clusters Score -701594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -701594.625000 Penalty: 2804.105957
	Iteration 33Q: 3 clusters Score -701594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -701598.187500 Penalty: 2804.105957
	Iteration 34Q: 3 clusters Score -701598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -701598.937500 Penalty: 2804.105957
	Iteration 35Q: 3 clusters Score -701598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -701600.750000 Penalty: 2804.105957
	Iteration 36Q: 3 clusters Score -701600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -701603.562500 Penalty: 2804.105957
	Iteration 37Q: 3 clusters Score -701603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -701605.187500 Penalty: 2804.105957
	Iteration 38Q: 3 clusters Score -701605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -701606.375000 Penalty: 2804.105957
	Iteration 39Q: 3 clusters Score -701606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -701607.625000 Penalty: 2804.105957
	Iteration 40F: 3 clusters Score -701607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -701608.375000 Penalty: 2804.105957
	Iteration 41Q: 3 clusters Score -701608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -701609.437500 Penalty: 2804.105957
	Iteration 42Q: 3 clusters Score -701609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -701610.812500 Penalty: 2804.105957
	Iteration 43Q: 3 clusters Score -701610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -701614.000000 Penalty: 2804.105957
	Iteration 44Q: 3 clusters Score -701614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -701615.562500 Penalty: 2804.105957
	Iteration 45Q: 3 clusters Score -701615.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -701617.875000 Penalty: 2804.105957
	Iteration 46Q: 3 clusters Score -701617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -701619.062500 Penalty: 2804.105957
	Iteration 47Q: 3 clusters Score -701619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -701621.750000 Penalty: 2804.105957
	Iteration 48Q: 3 clusters Score -701621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -701622.187500 Penalty: 2804.105957
	Iteration 49Q: 3 clusters Score -701622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -701627.125000 Penalty: 2804.105957
	Iteration 50Q: 3 clusters Score -701627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -701629.937500 Penalty: 2804.105957
	Iteration 51Q: 3 clusters Score -701629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -701632.250000 Penalty: 2804.105957
	Iteration 52Q: 3 clusters Score -701632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -701634.875000 Penalty: 2804.105957
	Iteration 53Q: 3 clusters Score -701634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -701636.375000 Penalty: 2804.105957
	Iteration 54Q: 3 clusters Score -701636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -701638.562500 Penalty: 2804.105957
	Iteration 55Q: 3 clusters Score -701638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -701639.625000 Penalty: 2804.105957
	Iteration 56Q: 3 clusters Score -701639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -701640.750000 Penalty: 2804.105957
	Iteration 57Q: 3 clusters Score -701640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -701641.750000 Penalty: 2804.105957
	Iteration 58Q: 3 clusters Score -701641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -701644.250000 Penalty: 2804.105957
	Iteration 59Q: 3 clusters Score -701644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -701644.812500 Penalty: 2804.105957
	Iteration 60F: 3 clusters Score -701644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -701647.312500 Penalty: 2804.105957
	Iteration 61Q: 3 clusters Score -701647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -701650.125000 Penalty: 2804.105957
	Iteration 62Q: 3 clusters Score -701650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -701651.750000 Penalty: 2804.105957
	Iteration 63Q: 3 clusters Score -701651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -701653.937500 Penalty: 2804.105957
	Iteration 64Q: 3 clusters Score -701653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -701655.687500 Penalty: 2804.105957
	Iteration 65Q: 3 clusters Score -701655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -701656.375000 Penalty: 2804.105957
	Iteration 66Q: 3 clusters Score -701656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -701656.375000 Penalty: 2804.105957
	Iteration 67F: 3 clusters Score -701656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Entering Unmasked Estep 
Score: -11234275.000000 Penalty: 1844.805786
	Iteration 0F: 2 clusters Score -1.123428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -11180831.000000 Penalty: 3689.611572
	Iteration 0F: 3 clusters Score -1.118083e+07 nChanged 40509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -11204160.000000 Penalty: 3689.611572
	Iteration 1F: 3 clusters Score -1.120416e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -11204839.000000 Penalty: 3689.611572
	Iteration 2Q: 3 clusters Score -1.120484e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -11205540.000000 Penalty: 3689.611572
	Iteration 3Q: 3 clusters Score -1.120554e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -11206502.000000 Penalty: 3689.611572
	Iteration 4Q: 3 clusters Score -1.12065e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -11207941.000000 Penalty: 3689.611572
	Iteration 5Q: 3 clusters Score -1.120794e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -11210089.000000 Penalty: 3689.611572
	Iteration 6F: 3 clusters Score -1.121009e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -11213293.000000 Penalty: 3689.611572
	Iteration 7F: 3 clusters Score -1.121329e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -11217398.000000 Penalty: 3689.611572
	Iteration 8F: 3 clusters Score -1.12174e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -11222096.000000 Penalty: 3689.611572
	Iteration 9F: 3 clusters Score -1.12221e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -11226129.000000 Penalty: 3689.611572
	Iteration 10F: 3 clusters Score -1.122613e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -11228882.000000 Penalty: 3689.611572
	Iteration 11Q: 3 clusters Score -1.122888e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -11230466.000000 Penalty: 3689.611572
	Iteration 12Q: 3 clusters Score -1.123047e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11231415.000000 Penalty: 3689.611572
	Iteration 13Q: 3 clusters Score -1.123142e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11231923.000000 Penalty: 3689.611572
	Iteration 14Q: 3 clusters Score -1.123192e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11232219.000000 Penalty: 3689.611572
	Iteration 15Q: 3 clusters Score -1.123222e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11232375.000000 Penalty: 3689.611572
	Iteration 16Q: 3 clusters Score -1.123238e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11232472.000000 Penalty: 3689.611572
	Iteration 17Q: 3 clusters Score -1.123247e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11232512.000000 Penalty: 3689.611572
	Iteration 18Q: 3 clusters Score -1.123251e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11232585.000000 Penalty: 3689.611572
	Iteration 19Q: 3 clusters Score -1.123258e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11232663.000000 Penalty: 3689.611572
	Iteration 20F: 3 clusters Score -1.123266e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11232679.000000 Penalty: 3689.611572
	Iteration 21Q: 3 clusters Score -1.123268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11232708.000000 Penalty: 3689.611572
	Iteration 22Q: 3 clusters Score -1.123271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11232720.000000 Penalty: 3689.611572
	Iteration 23Q: 3 clusters Score -1.123272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11232745.000000 Penalty: 3689.611572
	Iteration 24Q: 3 clusters Score -1.123274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11232743.000000 Penalty: 3689.611572
	Iteration 25Q: 3 clusters Score -1.123274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11232752.000000 Penalty: 3689.611572
	Iteration 26Q: 3 clusters Score -1.123275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11232751.000000 Penalty: 3689.611572
	Iteration 27Q: 3 clusters Score -1.123275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11232750.000000 Penalty: 3689.611572
	Iteration 28Q: 3 clusters Score -1.123275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11232755.000000 Penalty: 3689.611572
	Iteration 29Q: 3 clusters Score -1.123276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11232755.000000 Penalty: 3689.611572
	Iteration 30Q: 3 clusters Score -1.123276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11232746.000000 Penalty: 3689.611572
	Iteration 31Q: 3 clusters Score -1.123275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11232748.000000 Penalty: 3689.611572
	Iteration 32Q: 3 clusters Score -1.123275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11232747.000000 Penalty: 3689.611572
	Iteration 33Q: 3 clusters Score -1.123275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11232747.000000 Penalty: 3689.611572
	Iteration 34F: 3 clusters Score -1.123275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Entering Unmasked Estep 
Score: -3493129.750000 Penalty: 1661.083252
	Iteration 0F: 2 clusters Score -3493130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3474555.250000 Penalty: 3322.166504
	Iteration 0F: 3 clusters Score -3474555 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3482104.000000 Penalty: 3322.166504
	Iteration 1F: 3 clusters Score -3482104 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3483037.250000 Penalty: 3322.166504
	Iteration 2F: 3 clusters Score -3483037 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3484078.500000 Penalty: 3322.166504
	Iteration 3F: 3 clusters Score -3484078 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3485157.750000 Penalty: 3322.166504
	Iteration 4F: 3 clusters Score -3485158 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3486331.250000 Penalty: 3322.166504
	Iteration 5F: 3 clusters Score -3486331 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3487344.500000 Penalty: 3322.166504
	Iteration 6F: 3 clusters Score -3487344 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3488129.500000 Penalty: 3322.166504
	Iteration 7Q: 3 clusters Score -3488130 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3488976.750000 Penalty: 3322.166504
	Iteration 8Q: 3 clusters Score -3488977 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3489930.750000 Penalty: 3322.166504
	Iteration 9Q: 3 clusters Score -3489931 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3490817.500000 Penalty: 3322.166504
	Iteration 10Q: 3 clusters Score -3490818 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3491381.250000 Penalty: 3322.166504
	Iteration 11Q: 3 clusters Score -3491381 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3491666.000000 Penalty: 3322.166504
	Iteration 12Q: 3 clusters Score -3491666 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3491775.750000 Penalty: 3322.166504
	Iteration 13Q: 3 clusters Score -3491776 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3491839.750000 Penalty: 3322.166504
	Iteration 14Q: 3 clusters Score -3491840 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3491877.000000 Penalty: 3322.166504
	Iteration 15Q: 3 clusters Score -3491877 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3491905.000000 Penalty: 3322.166504
	Iteration 16Q: 3 clusters Score -3491905 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3491937.000000 Penalty: 3322.166504
	Iteration 17Q: 3 clusters Score -3491937 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3491949.500000 Penalty: 3322.166504
	Iteration 18Q: 3 clusters Score -3491950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3491953.000000 Penalty: 3322.166504
	Iteration 19Q: 3 clusters Score -3491953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3491948.250000 Penalty: 3322.166504
	Iteration 20F: 3 clusters Score -3491948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3491958.750000 Penalty: 3322.166504
	Iteration 21Q: 3 clusters Score -3491959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3491958.000000 Penalty: 3322.166504
	Iteration 22Q: 3 clusters Score -3491958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3491956.750000 Penalty: 3322.166504
	Iteration 23Q: 3 clusters Score -3491957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3491966.000000 Penalty: 3322.166504
	Iteration 24Q: 3 clusters Score -3491966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3491966.000000 Penalty: 3322.166504
	Iteration 25Q: 3 clusters Score -3491966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3491964.500000 Penalty: 3322.166504
	Iteration 26Q: 3 clusters Score -3491964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3491966.000000 Penalty: 3322.166504
	Iteration 27Q: 3 clusters Score -3491966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3491967.000000 Penalty: 3322.166504
	Iteration 28Q: 3 clusters Score -3491967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3491961.750000 Penalty: 3322.166504
	Iteration 29Q: 3 clusters Score -3491962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3491961.250000 Penalty: 3322.166504
	Iteration 30Q: 3 clusters Score -3491961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3491960.500000 Penalty: 3322.166504
	Iteration 31Q: 3 clusters Score -3491960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3491960.000000 Penalty: 3322.166504
	Iteration 32Q: 3 clusters Score -3491960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3491959.000000 Penalty: 3322.166504
	Iteration 33Q: 3 clusters Score -3491959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3491961.250000 Penalty: 3322.166504
	Iteration 34Q: 3 clusters Score -3491961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3491962.750000 Penalty: 3322.166504
	Iteration 35Q: 3 clusters Score -3491963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3491960.250000 Penalty: 3322.166504
	Iteration 36Q: 3 clusters Score -3491960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3491960.750000 Penalty: 3322.166504
	Iteration 37Q: 3 clusters Score -3491961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3491962.250000 Penalty: 3322.166504
	Iteration 38Q: 3 clusters Score -3491962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3491962.500000 Penalty: 3322.166504
	Iteration 39Q: 3 clusters Score -3491962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3491961.000000 Penalty: 3322.166504
	Iteration 40F: 3 clusters Score -3491961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -640133.375000 Penalty: 1394.582275
	Iteration 0F: 2 clusters Score -640133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -635923.687500 Penalty: 2789.164551
	Iteration 0F: 3 clusters Score -635923.7 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -637287.562500 Penalty: 2789.164551
	Iteration 1F: 3 clusters Score -637287.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -637649.125000 Penalty: 2789.164551
	Iteration 2F: 3 clusters Score -637649.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -637928.875000 Penalty: 2789.164551
	Iteration 3F: 3 clusters Score -637928.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -638134.500000 Penalty: 2789.164551
	Iteration 4F: 3 clusters Score -638134.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -638268.937500 Penalty: 2789.164551
	Iteration 5Q: 3 clusters Score -638268.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -638362.812500 Penalty: 2789.164551
	Iteration 6Q: 3 clusters Score -638362.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -638412.000000 Penalty: 2789.164551
	Iteration 7Q: 3 clusters Score -638412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -638442.937500 Penalty: 2789.164551
	Iteration 8Q: 3 clusters Score -638442.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -638460.812500 Penalty: 2789.164551
	Iteration 9Q: 3 clusters Score -638460.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -638474.437500 Penalty: 2789.164551
	Iteration 10Q: 3 clusters Score -638474.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -638484.000000 Penalty: 2789.164551
	Iteration 11Q: 3 clusters Score -638484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -638493.250000 Penalty: 2789.164551
	Iteration 12Q: 3 clusters Score -638493.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -638500.250000 Penalty: 2789.164551
	Iteration 13Q: 3 clusters Score -638500.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -638503.812500 Penalty: 2789.164551
	Iteration 14Q: 3 clusters Score -638503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -638504.750000 Penalty: 2789.164551
	Iteration 15Q: 3 clusters Score -638504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -638511.937500 Penalty: 2789.164551
	Iteration 16Q: 3 clusters Score -638511.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -638517.812500 Penalty: 2789.164551
	Iteration 17Q: 3 clusters Score -638517.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -638521.687500 Penalty: 2789.164551
	Iteration 18Q: 3 clusters Score -638521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -638525.812500 Penalty: 2789.164551
	Iteration 19Q: 3 clusters Score -638525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -638529.062500 Penalty: 2789.164551
	Iteration 20F: 3 clusters Score -638529.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -638533.750000 Penalty: 2789.164551
	Iteration 21Q: 3 clusters Score -638533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -638537.750000 Penalty: 2789.164551
	Iteration 22Q: 3 clusters Score -638537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -638541.312500 Penalty: 2789.164551
	Iteration 23Q: 3 clusters Score -638541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -638545.500000 Penalty: 2789.164551
	Iteration 24Q: 3 clusters Score -638545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -638547.312500 Penalty: 2789.164551
	Iteration 25Q: 3 clusters Score -638547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -638548.687500 Penalty: 2789.164551
	Iteration 26Q: 3 clusters Score -638548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -638550.125000 Penalty: 2789.164551
	Iteration 27Q: 3 clusters Score -638550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -638549.437500 Penalty: 2789.164551
	Iteration 28Q: 3 clusters Score -638549.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -638552.062500 Penalty: 2789.164551
	Iteration 29Q: 3 clusters Score -638552.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -638556.687500 Penalty: 2789.164551
	Iteration 30Q: 3 clusters Score -638556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -638556.750000 Penalty: 2789.164551
	Iteration 31Q: 3 clusters Score -638556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -638557.937500 Penalty: 2789.164551
	Iteration 32Q: 3 clusters Score -638557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -638560.875000 Penalty: 2789.164551
	Iteration 33Q: 3 clusters Score -638560.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -638562.437500 Penalty: 2789.164551
	Iteration 34Q: 3 clusters Score -638562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -638561.812500 Penalty: 2789.164551
	Iteration 35Q: 3 clusters Score -638561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -638565.250000 Penalty: 2789.164551
	Iteration 36Q: 3 clusters Score -638565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -638568.312500 Penalty: 2789.164551
	Iteration 37Q: 3 clusters Score -638568.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -638571.562500 Penalty: 2789.164551
	Iteration 38Q: 3 clusters Score -638571.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -638576.062500 Penalty: 2789.164551
	Iteration 39Q: 3 clusters Score -638576.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -638582.500000 Penalty: 2789.164551
	Iteration 40F: 3 clusters Score -638582.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -638588.000000 Penalty: 2789.164551
	Iteration 41Q: 3 clusters Score -638588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -638596.125000 Penalty: 2789.164551
	Iteration 42Q: 3 clusters Score -638596.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -638600.875000 Penalty: 2789.164551
	Iteration 43Q: 3 clusters Score -638600.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638608.250000 Penalty: 2789.164551
	Iteration 44Q: 3 clusters Score -638608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -638611.375000 Penalty: 2789.164551
	Iteration 45Q: 3 clusters Score -638611.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -638614.937500 Penalty: 2789.164551
	Iteration 46Q: 3 clusters Score -638614.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -638623.000000 Penalty: 2789.164551
	Iteration 47Q: 3 clusters Score -638623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -638632.125000 Penalty: 2789.164551
	Iteration 48Q: 3 clusters Score -638632.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -638637.562500 Penalty: 2789.164551
	Iteration 49Q: 3 clusters Score -638637.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -638644.312500 Penalty: 2789.164551
	Iteration 50Q: 3 clusters Score -638644.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -638655.687500 Penalty: 2789.164551
	Iteration 51Q: 3 clusters Score -638655.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -638666.000000 Penalty: 2789.164551
	Iteration 52Q: 3 clusters Score -638666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -638671.187500 Penalty: 2789.164551
	Iteration 53Q: 3 clusters Score -638671.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -638679.437500 Penalty: 2789.164551
	Iteration 54Q: 3 clusters Score -638679.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -638690.062500 Penalty: 2789.164551
	Iteration 55Q: 3 clusters Score -638690.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -638696.625000 Penalty: 2789.164551
	Iteration 56Q: 3 clusters Score -638696.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -638708.375000 Penalty: 2789.164551
	Iteration 57Q: 3 clusters Score -638708.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -638725.250000 Penalty: 2789.164551
	Iteration 58Q: 3 clusters Score -638725.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -638749.687500 Penalty: 2789.164551
	Iteration 59Q: 3 clusters Score -638749.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -638773.437500 Penalty: 2789.164551
	Iteration 60F: 3 clusters Score -638773.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -638802.875000 Penalty: 2789.164551
	Iteration 61Q: 3 clusters Score -638802.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -638848.250000 Penalty: 2789.164551
	Iteration 62Q: 3 clusters Score -638848.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -638897.312500 Penalty: 2789.164551
	Iteration 63Q: 3 clusters Score -638897.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -638939.812500 Penalty: 2789.164551
	Iteration 64Q: 3 clusters Score -638939.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -638976.250000 Penalty: 2789.164551
	Iteration 65Q: 3 clusters Score -638976.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -639015.375000 Penalty: 2789.164551
	Iteration 66Q: 3 clusters Score -639015.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -639051.125000 Penalty: 2789.164551
	Iteration 67Q: 3 clusters Score -639051.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -639086.375000 Penalty: 2789.164551
	Iteration 68Q: 3 clusters Score -639086.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -639118.875000 Penalty: 2789.164551
	Iteration 69Q: 3 clusters Score -639118.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -639147.250000 Penalty: 2789.164551
	Iteration 70Q: 3 clusters Score -639147.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -639173.000000 Penalty: 2789.164551
	Iteration 71Q: 3 clusters Score -639173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -639196.437500 Penalty: 2789.164551
	Iteration 72Q: 3 clusters Score -639196.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -639216.312500 Penalty: 2789.164551
	Iteration 73Q: 3 clusters Score -639216.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -639230.812500 Penalty: 2789.164551
	Iteration 74Q: 3 clusters Score -639230.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -639238.687500 Penalty: 2789.164551
	Iteration 75Q: 3 clusters Score -639238.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -639245.187500 Penalty: 2789.164551
	Iteration 76Q: 3 clusters Score -639245.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -639249.937500 Penalty: 2789.164551
	Iteration 77Q: 3 clusters Score -639249.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -639253.937500 Penalty: 2789.164551
	Iteration 78Q: 3 clusters Score -639253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -639259.562500 Penalty: 2789.164551
	Iteration 79Q: 3 clusters Score -639259.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -639266.125000 Penalty: 2789.164551
	Iteration 80F: 3 clusters Score -639266.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -639270.500000 Penalty: 2789.164551
	Iteration 81Q: 3 clusters Score -639270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -639276.812500 Penalty: 2789.164551
	Iteration 82Q: 3 clusters Score -639276.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -639279.062500 Penalty: 2789.164551
	Iteration 83Q: 3 clusters Score -639279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -639281.062500 Penalty: 2789.164551
	Iteration 84Q: 3 clusters Score -639281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -639280.375000 Penalty: 2789.164551
	Iteration 85Q: 3 clusters Score -639280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -639281.062500 Penalty: 2789.164551
	Iteration 86Q: 3 clusters Score -639281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -639281.062500 Penalty: 2789.164551
	Iteration 87F: 3 clusters Score -639281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Entering Unmasked Estep 
Score: -1311786.000000 Penalty: 1496.501465
	Iteration 0F: 2 clusters Score -1311786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1304574.500000 Penalty: 2993.002930
	Iteration 0F: 3 clusters Score -1304574 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1306827.750000 Penalty: 2993.002930
	Iteration 1F: 3 clusters Score -1306828 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1307066.125000 Penalty: 2993.002930
	Iteration 2F: 3 clusters Score -1307066 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1307286.625000 Penalty: 2993.002930
	Iteration 3Q: 3 clusters Score -1307287 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1307467.375000 Penalty: 2993.002930
	Iteration 4Q: 3 clusters Score -1307467 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1307660.875000 Penalty: 2993.002930
	Iteration 5Q: 3 clusters Score -1307661 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1307904.250000 Penalty: 2993.002930
	Iteration 6Q: 3 clusters Score -1307904 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1308195.875000 Penalty: 2993.002930
	Iteration 7Q: 3 clusters Score -1308196 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1308544.625000 Penalty: 2993.002930
	Iteration 8F: 3 clusters Score -1308545 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1308955.625000 Penalty: 2993.002930
	Iteration 9F: 3 clusters Score -1308956 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1309347.875000 Penalty: 2993.002930
	Iteration 10Q: 3 clusters Score -1309348 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1309702.000000 Penalty: 2993.002930
	Iteration 11Q: 3 clusters Score -1309702 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1309978.000000 Penalty: 2993.002930
	Iteration 12Q: 3 clusters Score -1309978 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1310149.000000 Penalty: 2993.002930
	Iteration 13Q: 3 clusters Score -1310149 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1310281.750000 Penalty: 2993.002930
	Iteration 14Q: 3 clusters Score -1310282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1310383.250000 Penalty: 2993.002930
	Iteration 15Q: 3 clusters Score -1310383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1310431.875000 Penalty: 2993.002930
	Iteration 16Q: 3 clusters Score -1310432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1310453.500000 Penalty: 2993.002930
	Iteration 17Q: 3 clusters Score -1310454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1310477.250000 Penalty: 2993.002930
	Iteration 18Q: 3 clusters Score -1310477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1310488.875000 Penalty: 2993.002930
	Iteration 19Q: 3 clusters Score -1310489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1310493.625000 Penalty: 2993.002930
	Iteration 20F: 3 clusters Score -1310494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1310498.750000 Penalty: 2993.002930
	Iteration 21Q: 3 clusters Score -1310499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1310498.750000 Penalty: 2993.002930
	Iteration 22F: 3 clusters Score -1310499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -635384.625000 Penalty: 1390.073120
	Iteration 0F: 2 clusters Score -635384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -631357.375000 Penalty: 2780.146240
	Iteration 0F: 3 clusters Score -631357.4 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -632474.187500 Penalty: 2780.146240
	Iteration 1F: 3 clusters Score -632474.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -632633.812500 Penalty: 2780.146240
	Iteration 2F: 3 clusters Score -632633.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -632750.812500 Penalty: 2780.146240
	Iteration 3Q: 3 clusters Score -632750.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -632852.437500 Penalty: 2780.146240
	Iteration 4Q: 3 clusters Score -632852.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -632940.687500 Penalty: 2780.146240
	Iteration 5Q: 3 clusters Score -632940.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -633018.625000 Penalty: 2780.146240
	Iteration 6Q: 3 clusters Score -633018.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -633085.000000 Penalty: 2780.146240
	Iteration 7Q: 3 clusters Score -633085 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -633145.187500 Penalty: 2780.146240
	Iteration 8Q: 3 clusters Score -633145.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -633192.562500 Penalty: 2780.146240
	Iteration 9Q: 3 clusters Score -633192.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -633231.750000 Penalty: 2780.146240
	Iteration 10Q: 3 clusters Score -633231.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -633270.750000 Penalty: 2780.146240
	Iteration 11Q: 3 clusters Score -633270.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -633315.687500 Penalty: 2780.146240
	Iteration 12Q: 3 clusters Score -633315.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -633360.750000 Penalty: 2780.146240
	Iteration 13Q: 3 clusters Score -633360.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -633416.562500 Penalty: 2780.146240
	Iteration 14Q: 3 clusters Score -633416.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -633479.812500 Penalty: 2780.146240
	Iteration 15Q: 3 clusters Score -633479.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -633533.750000 Penalty: 2780.146240
	Iteration 16Q: 3 clusters Score -633533.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -633586.500000 Penalty: 2780.146240
	Iteration 17Q: 3 clusters Score -633586.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -633633.687500 Penalty: 2780.146240
	Iteration 18Q: 3 clusters Score -633633.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -633673.562500 Penalty: 2780.146240
	Iteration 19Q: 3 clusters Score -633673.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -633710.875000 Penalty: 2780.146240
	Iteration 20F: 3 clusters Score -633710.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -633743.687500 Penalty: 2780.146240
	Iteration 21Q: 3 clusters Score -633743.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -633775.000000 Penalty: 2780.146240
	Iteration 22Q: 3 clusters Score -633775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -633808.875000 Penalty: 2780.146240
	Iteration 23Q: 3 clusters Score -633808.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -633844.625000 Penalty: 2780.146240
	Iteration 24Q: 3 clusters Score -633844.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -633881.312500 Penalty: 2780.146240
	Iteration 25Q: 3 clusters Score -633881.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -633913.250000 Penalty: 2780.146240
	Iteration 26Q: 3 clusters Score -633913.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -633938.625000 Penalty: 2780.146240
	Iteration 27Q: 3 clusters Score -633938.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -633966.687500 Penalty: 2780.146240
	Iteration 28Q: 3 clusters Score -633966.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -633990.250000 Penalty: 2780.146240
	Iteration 29Q: 3 clusters Score -633990.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -634005.937500 Penalty: 2780.146240
	Iteration 30Q: 3 clusters Score -634005.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -634022.062500 Penalty: 2780.146240
	Iteration 31Q: 3 clusters Score -634022.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -634034.437500 Penalty: 2780.146240
	Iteration 32Q: 3 clusters Score -634034.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -634050.000000 Penalty: 2780.146240
	Iteration 33Q: 3 clusters Score -634050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -634060.062500 Penalty: 2780.146240
	Iteration 34Q: 3 clusters Score -634060.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -634075.375000 Penalty: 2780.146240
	Iteration 35Q: 3 clusters Score -634075.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -634087.562500 Penalty: 2780.146240
	Iteration 36Q: 3 clusters Score -634087.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -634101.125000 Penalty: 2780.146240
	Iteration 37Q: 3 clusters Score -634101.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -634113.375000 Penalty: 2780.146240
	Iteration 38Q: 3 clusters Score -634113.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -634120.812500 Penalty: 2780.146240
	Iteration 39Q: 3 clusters Score -634120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -634123.312500 Penalty: 2780.146240
	Iteration 40F: 3 clusters Score -634123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -634127.687500 Penalty: 2780.146240
	Iteration 41Q: 3 clusters Score -634127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -634131.125000 Penalty: 2780.146240
	Iteration 42Q: 3 clusters Score -634131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -634140.000000 Penalty: 2780.146240
	Iteration 43Q: 3 clusters Score -634140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -634148.875000 Penalty: 2780.146240
	Iteration 44Q: 3 clusters Score -634148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -634155.125000 Penalty: 2780.146240
	Iteration 45Q: 3 clusters Score -634155.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -634161.437500 Penalty: 2780.146240
	Iteration 46Q: 3 clusters Score -634161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -634165.062500 Penalty: 2780.146240
	Iteration 47Q: 3 clusters Score -634165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -634170.750000 Penalty: 2780.146240
	Iteration 48Q: 3 clusters Score -634170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -634175.250000 Penalty: 2780.146240
	Iteration 49Q: 3 clusters Score -634175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -634178.375000 Penalty: 2780.146240
	Iteration 50Q: 3 clusters Score -634178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -634180.562500 Penalty: 2780.146240
	Iteration 51Q: 3 clusters Score -634180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -634181.500000 Penalty: 2780.146240
	Iteration 52Q: 3 clusters Score -634181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -634181.500000 Penalty: 2780.146240
	Iteration 53F: 3 clusters Score -634181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -872221.812500 Penalty: 1430.238892
	Iteration 0F: 2 clusters Score -872221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -867210.125000 Penalty: 2860.477783
	Iteration 0F: 3 clusters Score -867210.1 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -868592.437500 Penalty: 2860.477783
	Iteration 1F: 3 clusters Score -868592.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -868788.187500 Penalty: 2860.477783
	Iteration 2F: 3 clusters Score -868788.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -868931.062500 Penalty: 2860.477783
	Iteration 3F: 3 clusters Score -868931.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -869015.437500 Penalty: 2860.477783
	Iteration 4Q: 3 clusters Score -869015.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -869072.875000 Penalty: 2860.477783
	Iteration 5Q: 3 clusters Score -869072.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -869125.062500 Penalty: 2860.477783
	Iteration 6Q: 3 clusters Score -869125.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -869176.312500 Penalty: 2860.477783
	Iteration 7Q: 3 clusters Score -869176.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -869219.187500 Penalty: 2860.477783
	Iteration 8Q: 3 clusters Score -869219.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -869253.062500 Penalty: 2860.477783
	Iteration 9Q: 3 clusters Score -869253.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -869283.500000 Penalty: 2860.477783
	Iteration 10Q: 3 clusters Score -869283.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -869330.812500 Penalty: 2860.477783
	Iteration 11Q: 3 clusters Score -869330.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -869385.687500 Penalty: 2860.477783
	Iteration 12Q: 3 clusters Score -869385.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -869441.437500 Penalty: 2860.477783
	Iteration 13Q: 3 clusters Score -869441.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -869504.187500 Penalty: 2860.477783
	Iteration 14Q: 3 clusters Score -869504.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -869575.937500 Penalty: 2860.477783
	Iteration 15Q: 3 clusters Score -869575.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -869679.750000 Penalty: 2860.477783
	Iteration 16Q: 3 clusters Score -869679.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -869797.437500 Penalty: 2860.477783
	Iteration 17Q: 3 clusters Score -869797.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -869946.437500 Penalty: 2860.477783
	Iteration 18Q: 3 clusters Score -869946.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -870145.125000 Penalty: 2860.477783
	Iteration 19Q: 3 clusters Score -870145.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -870351.562500 Penalty: 2860.477783
	Iteration 20F: 3 clusters Score -870351.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -870524.937500 Penalty: 2860.477783
	Iteration 21Q: 3 clusters Score -870524.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -870664.750000 Penalty: 2860.477783
	Iteration 22Q: 3 clusters Score -870664.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -870747.062500 Penalty: 2860.477783
	Iteration 23Q: 3 clusters Score -870747.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -870802.062500 Penalty: 2860.477783
	Iteration 24Q: 3 clusters Score -870802.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -870847.375000 Penalty: 2860.477783
	Iteration 25Q: 3 clusters Score -870847.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -870889.687500 Penalty: 2860.477783
	Iteration 26Q: 3 clusters Score -870889.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -870916.187500 Penalty: 2860.477783
	Iteration 27Q: 3 clusters Score -870916.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -870928.500000 Penalty: 2860.477783
	Iteration 28Q: 3 clusters Score -870928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -870940.250000 Penalty: 2860.477783
	Iteration 29Q: 3 clusters Score -870940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -870951.937500 Penalty: 2860.477783
	Iteration 30Q: 3 clusters Score -870951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -870954.937500 Penalty: 2860.477783
	Iteration 31Q: 3 clusters Score -870954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -870958.812500 Penalty: 2860.477783
	Iteration 32Q: 3 clusters Score -870958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -870962.750000 Penalty: 2860.477783
	Iteration 33Q: 3 clusters Score -870962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -870971.875000 Penalty: 2860.477783
	Iteration 34Q: 3 clusters Score -870971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -870975.750000 Penalty: 2860.477783
	Iteration 35Q: 3 clusters Score -870975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -870980.250000 Penalty: 2860.477783
	Iteration 36Q: 3 clusters Score -870980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -870980.937500 Penalty: 2860.477783
	Iteration 37Q: 3 clusters Score -870980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -870984.562500 Penalty: 2860.477783
	Iteration 38Q: 3 clusters Score -870984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -870985.000000 Penalty: 2860.477783
	Iteration 39Q: 3 clusters Score -870985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -870986.187500 Penalty: 2860.477783
	Iteration 40F: 3 clusters Score -870986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -610290.625000 Penalty: 1376.221191
	Iteration 0F: 2 clusters Score -610290.6 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 2387 members 
Entering Unmasked Estep 
Score: -606445.875000 Penalty: 2752.442383
	Iteration 0F: 3 clusters Score -606445.9 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -607502.062500 Penalty: 2752.442383
	Iteration 1F: 3 clusters Score -607502.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -607784.000000 Penalty: 2752.442383
	Iteration 2F: 3 clusters Score -607784 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -608088.000000 Penalty: 2752.442383
	Iteration 3F: 3 clusters Score -608088 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -608371.375000 Penalty: 2752.442383
	Iteration 4F: 3 clusters Score -608371.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -608588.062500 Penalty: 2752.442383
	Iteration 5F: 3 clusters Score -608588.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -608735.375000 Penalty: 2752.442383
	Iteration 6Q: 3 clusters Score -608735.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -608818.500000 Penalty: 2752.442383
	Iteration 7Q: 3 clusters Score -608818.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -608865.812500 Penalty: 2752.442383
	Iteration 8Q: 3 clusters Score -608865.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -608892.000000 Penalty: 2752.442383
	Iteration 9Q: 3 clusters Score -608892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -608908.250000 Penalty: 2752.442383
	Iteration 10Q: 3 clusters Score -608908.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -608920.375000 Penalty: 2752.442383
	Iteration 11Q: 3 clusters Score -608920.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -608927.625000 Penalty: 2752.442383
	Iteration 12Q: 3 clusters Score -608927.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -608932.187500 Penalty: 2752.442383
	Iteration 13Q: 3 clusters Score -608932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -608935.937500 Penalty: 2752.442383
	Iteration 14Q: 3 clusters Score -608935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -608936.937500 Penalty: 2752.442383
	Iteration 15Q: 3 clusters Score -608936.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -608941.750000 Penalty: 2752.442383
	Iteration 16Q: 3 clusters Score -608941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -608941.625000 Penalty: 2752.442383
	Iteration 17Q: 3 clusters Score -608941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -608943.375000 Penalty: 2752.442383
	Iteration 18Q: 3 clusters Score -608943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -608943.500000 Penalty: 2752.442383
	Iteration 19Q: 3 clusters Score -608943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -608944.187500 Penalty: 2752.442383
	Iteration 20F: 3 clusters Score -608944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -608944.937500 Penalty: 2752.442383
	Iteration 21Q: 3 clusters Score -608944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -608945.562500 Penalty: 2752.442383
	Iteration 22Q: 3 clusters Score -608945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -608946.562500 Penalty: 2752.442383
	Iteration 23Q: 3 clusters Score -608946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -608947.000000 Penalty: 2752.442383
	Iteration 24Q: 3 clusters Score -608947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -608946.625000 Penalty: 2752.442383
	Iteration 25Q: 3 clusters Score -608946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -608947.562500 Penalty: 2752.442383
	Iteration 26Q: 3 clusters Score -608947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -608947.812500 Penalty: 2752.442383
	Iteration 27Q: 3 clusters Score -608947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -608948.687500 Penalty: 2752.442383
	Iteration 28Q: 3 clusters Score -608948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -608948.500000 Penalty: 2752.442383
	Iteration 29Q: 3 clusters Score -608948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -608948.625000 Penalty: 2752.442383
	Iteration 30Q: 3 clusters Score -608948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -608948.625000 Penalty: 2752.442383
	Iteration 31Q: 3 clusters Score -608948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -608948.625000 Penalty: 2752.442383
	Iteration 32F: 3 clusters Score -608948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7586.844238 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7586.844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7613.801270 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7613.801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7621.383301 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7621.383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7626.229004 Penalty: 1499.914185
	Iteration 3Q: 3 clusters Score -7626.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7626.229004 Penalty: 1499.914185
	Iteration 4F: 3 clusters Score -7626.229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -366899.218750 Penalty: 1287.131592
	Iteration 0F: 2 clusters Score -366899.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -364299.750000 Penalty: 2574.263184
	Iteration 0F: 3 clusters Score -364299.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -364890.406250 Penalty: 2574.263184
	Iteration 1F: 3 clusters Score -364890.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -365016.125000 Penalty: 2574.263184
	Iteration 2F: 3 clusters Score -365016.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -365090.218750 Penalty: 2574.263184
	Iteration 3Q: 3 clusters Score -365090.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -365139.781250 Penalty: 2574.263184
	Iteration 4Q: 3 clusters Score -365139.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -365178.031250 Penalty: 2574.263184
	Iteration 5Q: 3 clusters Score -365178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -365203.187500 Penalty: 2574.263184
	Iteration 6Q: 3 clusters Score -365203.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -365225.000000 Penalty: 2574.263184
	Iteration 7Q: 3 clusters Score -365225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -365238.781250 Penalty: 2574.263184
	Iteration 8Q: 3 clusters Score -365238.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -365248.625000 Penalty: 2574.263184
	Iteration 9Q: 3 clusters Score -365248.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -365256.000000 Penalty: 2574.263184
	Iteration 10Q: 3 clusters Score -365256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -365262.437500 Penalty: 2574.263184
	Iteration 11Q: 3 clusters Score -365262.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -365266.062500 Penalty: 2574.263184
	Iteration 12Q: 3 clusters Score -365266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -365270.281250 Penalty: 2574.263184
	Iteration 13Q: 3 clusters Score -365270.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -365272.562500 Penalty: 2574.263184
	Iteration 14Q: 3 clusters Score -365272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -365277.343750 Penalty: 2574.263184
	Iteration 15Q: 3 clusters Score -365277.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -365282.312500 Penalty: 2574.263184
	Iteration 16Q: 3 clusters Score -365282.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -365289.406250 Penalty: 2574.263184
	Iteration 17Q: 3 clusters Score -365289.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -365296.000000 Penalty: 2574.263184
	Iteration 18Q: 3 clusters Score -365296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -365299.906250 Penalty: 2574.263184
	Iteration 19Q: 3 clusters Score -365299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365304.312500 Penalty: 2574.263184
	Iteration 20F: 3 clusters Score -365304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -365308.750000 Penalty: 2574.263184
	Iteration 21Q: 3 clusters Score -365308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -365311.406250 Penalty: 2574.263184
	Iteration 22Q: 3 clusters Score -365311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -365312.875000 Penalty: 2574.263184
	Iteration 23Q: 3 clusters Score -365312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -365314.875000 Penalty: 2574.263184
	Iteration 24Q: 3 clusters Score -365314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -365317.000000 Penalty: 2574.263184
	Iteration 25Q: 3 clusters Score -365317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365319.062500 Penalty: 2574.263184
	Iteration 26Q: 3 clusters Score -365319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365320.000000 Penalty: 2574.263184
	Iteration 27Q: 3 clusters Score -365320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365322.187500 Penalty: 2574.263184
	Iteration 28Q: 3 clusters Score -365322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -365322.281250 Penalty: 2574.263184
	Iteration 29Q: 3 clusters Score -365322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -365322.968750 Penalty: 2574.263184
	Iteration 30Q: 3 clusters Score -365323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -365324.750000 Penalty: 2574.263184
	Iteration 31Q: 3 clusters Score -365324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -365326.843750 Penalty: 2574.263184
	Iteration 32Q: 3 clusters Score -365326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -365328.281250 Penalty: 2574.263184
	Iteration 33Q: 3 clusters Score -365328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -365329.906250 Penalty: 2574.263184
	Iteration 34Q: 3 clusters Score -365329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -365332.218750 Penalty: 2574.263184
	Iteration 35Q: 3 clusters Score -365332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -365335.000000 Penalty: 2574.263184
	Iteration 36Q: 3 clusters Score -365335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -365337.468750 Penalty: 2574.263184
	Iteration 37Q: 3 clusters Score -365337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -365338.562500 Penalty: 2574.263184
	Iteration 38Q: 3 clusters Score -365338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -365339.031250 Penalty: 2574.263184
	Iteration 39Q: 3 clusters Score -365339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -365340.437500 Penalty: 2574.263184
	Iteration 40F: 3 clusters Score -365340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -365343.031250 Penalty: 2574.263184
	Iteration 41Q: 3 clusters Score -365343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -365343.437500 Penalty: 2574.263184
	Iteration 42Q: 3 clusters Score -365343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -365346.437500 Penalty: 2574.263184
	Iteration 43Q: 3 clusters Score -365346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -365350.281250 Penalty: 2574.263184
	Iteration 44Q: 3 clusters Score -365350.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -365353.375000 Penalty: 2574.263184
	Iteration 45Q: 3 clusters Score -365353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -365358.718750 Penalty: 2574.263184
	Iteration 46Q: 3 clusters Score -365358.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -365364.125000 Penalty: 2574.263184
	Iteration 47Q: 3 clusters Score -365364.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -365374.468750 Penalty: 2574.263184
	Iteration 48Q: 3 clusters Score -365374.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -365385.812500 Penalty: 2574.263184
	Iteration 49Q: 3 clusters Score -365385.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -365395.156250 Penalty: 2574.263184
	Iteration 50Q: 3 clusters Score -365395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -365401.281250 Penalty: 2574.263184
	Iteration 51Q: 3 clusters Score -365401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -365407.906250 Penalty: 2574.263184
	Iteration 52Q: 3 clusters Score -365407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -365413.750000 Penalty: 2574.263184
	Iteration 53Q: 3 clusters Score -365413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -365418.937500 Penalty: 2574.263184
	Iteration 54Q: 3 clusters Score -365418.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -365426.343750 Penalty: 2574.263184
	Iteration 55Q: 3 clusters Score -365426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -365434.781250 Penalty: 2574.263184
	Iteration 56Q: 3 clusters Score -365434.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -365446.718750 Penalty: 2574.263184
	Iteration 57Q: 3 clusters Score -365446.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -365459.437500 Penalty: 2574.263184
	Iteration 58Q: 3 clusters Score -365459.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -365472.000000 Penalty: 2574.263184
	Iteration 59Q: 3 clusters Score -365472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -365482.656250 Penalty: 2574.263184
	Iteration 60F: 3 clusters Score -365482.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -365495.312500 Penalty: 2574.263184
	Iteration 61Q: 3 clusters Score -365495.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -365502.031250 Penalty: 2574.263184
	Iteration 62Q: 3 clusters Score -365502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -365510.062500 Penalty: 2574.263184
	Iteration 63Q: 3 clusters Score -365510.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -365521.281250 Penalty: 2574.263184
	Iteration 64Q: 3 clusters Score -365521.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -365537.000000 Penalty: 2574.263184
	Iteration 65Q: 3 clusters Score -365537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -365555.468750 Penalty: 2574.263184
	Iteration 66Q: 3 clusters Score -365555.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -365570.531250 Penalty: 2574.263184
	Iteration 67Q: 3 clusters Score -365570.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -365576.406250 Penalty: 2574.263184
	Iteration 68Q: 3 clusters Score -365576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -365582.656250 Penalty: 2574.263184
	Iteration 69Q: 3 clusters Score -365582.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -365587.062500 Penalty: 2574.263184
	Iteration 70Q: 3 clusters Score -365587.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -365592.062500 Penalty: 2574.263184
	Iteration 71Q: 3 clusters Score -365592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -365596.343750 Penalty: 2574.263184
	Iteration 72Q: 3 clusters Score -365596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -365598.593750 Penalty: 2574.263184
	Iteration 73Q: 3 clusters Score -365598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -365601.187500 Penalty: 2574.263184
	Iteration 74Q: 3 clusters Score -365601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -365603.125000 Penalty: 2574.263184
	Iteration 75Q: 3 clusters Score -365603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -365605.125000 Penalty: 2574.263184
	Iteration 76Q: 3 clusters Score -365605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -365607.562500 Penalty: 2574.263184
	Iteration 77Q: 3 clusters Score -365607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -365609.218750 Penalty: 2574.263184
	Iteration 78Q: 3 clusters Score -365609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -365612.250000 Penalty: 2574.263184
	Iteration 79Q: 3 clusters Score -365612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -365616.906250 Penalty: 2574.263184
	Iteration 80F: 3 clusters Score -365616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -365618.812500 Penalty: 2574.263184
	Iteration 81Q: 3 clusters Score -365618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -365620.281250 Penalty: 2574.263184
	Iteration 82Q: 3 clusters Score -365620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -365624.281250 Penalty: 2574.263184
	Iteration 83Q: 3 clusters Score -365624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -365626.562500 Penalty: 2574.263184
	Iteration 84Q: 3 clusters Score -365626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -365629.250000 Penalty: 2574.263184
	Iteration 85Q: 3 clusters Score -365629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -365633.375000 Penalty: 2574.263184
	Iteration 86Q: 3 clusters Score -365633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -365636.000000 Penalty: 2574.263184
	Iteration 87Q: 3 clusters Score -365636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -365639.781250 Penalty: 2574.263184
	Iteration 88Q: 3 clusters Score -365639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -365643.125000 Penalty: 2574.263184
	Iteration 89Q: 3 clusters Score -365643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -365645.687500 Penalty: 2574.263184
	Iteration 90Q: 3 clusters Score -365645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -365648.625000 Penalty: 2574.263184
	Iteration 91Q: 3 clusters Score -365648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -365652.125000 Penalty: 2574.263184
	Iteration 92Q: 3 clusters Score -365652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -365656.968750 Penalty: 2574.263184
	Iteration 93Q: 3 clusters Score -365657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -365659.468750 Penalty: 2574.263184
	Iteration 94Q: 3 clusters Score -365659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -365664.000000 Penalty: 2574.263184
	Iteration 95Q: 3 clusters Score -365664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -365666.125000 Penalty: 2574.263184
	Iteration 96Q: 3 clusters Score -365666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -365666.718750 Penalty: 2574.263184
	Iteration 97Q: 3 clusters Score -365666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -365670.875000 Penalty: 2574.263184
	Iteration 98Q: 3 clusters Score -365670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -365673.500000 Penalty: 2574.263184
	Iteration 99Q: 3 clusters Score -365673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -365675.781250 Penalty: 2574.263184
	Iteration 100F: 3 clusters Score -365675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -365677.343750 Penalty: 2574.263184
	Iteration 101Q: 3 clusters Score -365677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -365677.656250 Penalty: 2574.263184
	Iteration 102Q: 3 clusters Score -365677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -365677.656250 Penalty: 2574.263184
	Iteration 103F: 3 clusters Score -365677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Entering Unmasked Estep 
Score: -10367677.000000 Penalty: 1830.360840
	Iteration 0F: 2 clusters Score -1.036768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -10319125.000000 Penalty: 3660.721680
	Iteration 0F: 3 clusters Score -1.031912e+07 nChanged 36914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -10339825.000000 Penalty: 3660.721680
	Iteration 1F: 3 clusters Score -1.033982e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -10340618.000000 Penalty: 3660.721680
	Iteration 2Q: 3 clusters Score -1.034062e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -10341759.000000 Penalty: 3660.721680
	Iteration 3Q: 3 clusters Score -1.034176e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -10343625.000000 Penalty: 3660.721680
	Iteration 4F: 3 clusters Score -1.034362e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -10346896.000000 Penalty: 3660.721680
	Iteration 5F: 3 clusters Score -1.03469e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -10352053.000000 Penalty: 3660.721680
	Iteration 6F: 3 clusters Score -1.035205e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -10357523.000000 Penalty: 3660.721680
	Iteration 7F: 3 clusters Score -1.035752e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -10362146.000000 Penalty: 3660.721680
	Iteration 8F: 3 clusters Score -1.036215e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -10364644.000000 Penalty: 3660.721680
	Iteration 9Q: 3 clusters Score -1.036464e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -10365613.000000 Penalty: 3660.721680
	Iteration 10Q: 3 clusters Score -1.036561e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -10365872.000000 Penalty: 3660.721680
	Iteration 11Q: 3 clusters Score -1.036587e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -10365968.000000 Penalty: 3660.721680
	Iteration 12Q: 3 clusters Score -1.036597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -10366020.000000 Penalty: 3660.721680
	Iteration 13Q: 3 clusters Score -1.036602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -10366033.000000 Penalty: 3660.721680
	Iteration 14Q: 3 clusters Score -1.036603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -10366053.000000 Penalty: 3660.721680
	Iteration 15Q: 3 clusters Score -1.036605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -10366066.000000 Penalty: 3660.721680
	Iteration 16Q: 3 clusters Score -1.036607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -10366069.000000 Penalty: 3660.721680
	Iteration 17Q: 3 clusters Score -1.036607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -10366074.000000 Penalty: 3660.721680
	Iteration 18Q: 3 clusters Score -1.036607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -10366073.000000 Penalty: 3660.721680
	Iteration 19Q: 3 clusters Score -1.036607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -10366073.000000 Penalty: 3660.721680
	Iteration 20F: 3 clusters Score -1.036607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Entering Unmasked Estep 
Score: -4795398.500000 Penalty: 1706.783936
	Iteration 0F: 2 clusters Score -4795398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4770782.000000 Penalty: 3413.567871
	Iteration 0F: 3 clusters Score -4770782 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4780366.500000 Penalty: 3413.567871
	Iteration 1F: 3 clusters Score -4780366 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4780766.500000 Penalty: 3413.567871
	Iteration 2Q: 3 clusters Score -4780766 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4781131.500000 Penalty: 3413.567871
	Iteration 3Q: 3 clusters Score -4781132 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4781627.000000 Penalty: 3413.567871
	Iteration 4Q: 3 clusters Score -4781627 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4782406.000000 Penalty: 3413.567871
	Iteration 5Q: 3 clusters Score -4782406 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4783576.500000 Penalty: 3413.567871
	Iteration 6F: 3 clusters Score -4783576 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4785407.500000 Penalty: 3413.567871
	Iteration 7F: 3 clusters Score -4785408 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4787753.500000 Penalty: 3413.567871
	Iteration 8F: 3 clusters Score -4787754 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4790283.500000 Penalty: 3413.567871
	Iteration 9F: 3 clusters Score -4790284 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4792125.500000 Penalty: 3413.567871
	Iteration 10F: 3 clusters Score -4792126 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4793124.500000 Penalty: 3413.567871
	Iteration 11Q: 3 clusters Score -4793124 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4793552.500000 Penalty: 3413.567871
	Iteration 12Q: 3 clusters Score -4793552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4793720.000000 Penalty: 3413.567871
	Iteration 13Q: 3 clusters Score -4793720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4793803.500000 Penalty: 3413.567871
	Iteration 14Q: 3 clusters Score -4793804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4793840.000000 Penalty: 3413.567871
	Iteration 15Q: 3 clusters Score -4793840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4793850.500000 Penalty: 3413.567871
	Iteration 16Q: 3 clusters Score -4793850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4793854.500000 Penalty: 3413.567871
	Iteration 17Q: 3 clusters Score -4793854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4793857.500000 Penalty: 3413.567871
	Iteration 18Q: 3 clusters Score -4793858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4793858.000000 Penalty: 3413.567871
	Iteration 19Q: 3 clusters Score -4793858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4793858.000000 Penalty: 3413.567871
	Iteration 20F: 3 clusters Score -4793858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Entering Unmasked Estep 
Score: -2801509.250000 Penalty: 1626.077515
	Iteration 0F: 2 clusters Score -2801509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2786400.250000 Penalty: 3252.155029
	Iteration 0F: 3 clusters Score -2786400 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2791846.000000 Penalty: 3252.155029
	Iteration 1F: 3 clusters Score -2791846 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2792310.500000 Penalty: 3252.155029
	Iteration 2F: 3 clusters Score -2792310 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2792790.500000 Penalty: 3252.155029
	Iteration 3F: 3 clusters Score -2792790 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2793337.000000 Penalty: 3252.155029
	Iteration 4F: 3 clusters Score -2793337 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2793979.500000 Penalty: 3252.155029
	Iteration 5F: 3 clusters Score -2793980 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2794691.750000 Penalty: 3252.155029
	Iteration 6F: 3 clusters Score -2794692 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2795502.750000 Penalty: 3252.155029
	Iteration 7F: 3 clusters Score -2795503 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2796437.250000 Penalty: 3252.155029
	Iteration 8F: 3 clusters Score -2796437 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2797425.250000 Penalty: 3252.155029
	Iteration 9F: 3 clusters Score -2797425 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2798280.750000 Penalty: 3252.155029
	Iteration 10Q: 3 clusters Score -2798281 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2798735.250000 Penalty: 3252.155029
	Iteration 11Q: 3 clusters Score -2798735 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2799056.250000 Penalty: 3252.155029
	Iteration 12Q: 3 clusters Score -2799056 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2799251.500000 Penalty: 3252.155029
	Iteration 13Q: 3 clusters Score -2799252 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2799421.000000 Penalty: 3252.155029
	Iteration 14Q: 3 clusters Score -2799421 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2799551.500000 Penalty: 3252.155029
	Iteration 15Q: 3 clusters Score -2799552 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2799652.250000 Penalty: 3252.155029
	Iteration 16Q: 3 clusters Score -2799652 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2799719.750000 Penalty: 3252.155029
	Iteration 17Q: 3 clusters Score -2799720 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2799775.250000 Penalty: 3252.155029
	Iteration 18Q: 3 clusters Score -2799775 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2799822.750000 Penalty: 3252.155029
	Iteration 19Q: 3 clusters Score -2799823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2799864.000000 Penalty: 3252.155029
	Iteration 20F: 3 clusters Score -2799864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2799899.750000 Penalty: 3252.155029
	Iteration 21Q: 3 clusters Score -2799900 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2799926.250000 Penalty: 3252.155029
	Iteration 22Q: 3 clusters Score -2799926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2799962.250000 Penalty: 3252.155029
	Iteration 23Q: 3 clusters Score -2799962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2799985.000000 Penalty: 3252.155029
	Iteration 24Q: 3 clusters Score -2799985 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2800000.500000 Penalty: 3252.155029
	Iteration 25Q: 3 clusters Score -2800000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2800013.500000 Penalty: 3252.155029
	Iteration 26Q: 3 clusters Score -2800014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2800030.000000 Penalty: 3252.155029
	Iteration 27Q: 3 clusters Score -2800030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2800038.500000 Penalty: 3252.155029
	Iteration 28Q: 3 clusters Score -2800038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2800041.250000 Penalty: 3252.155029
	Iteration 29Q: 3 clusters Score -2800041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2800047.750000 Penalty: 3252.155029
	Iteration 30Q: 3 clusters Score -2800048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2800049.750000 Penalty: 3252.155029
	Iteration 31Q: 3 clusters Score -2800050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2800049.000000 Penalty: 3252.155029
	Iteration 32Q: 3 clusters Score -2800049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2800051.500000 Penalty: 3252.155029
	Iteration 33Q: 3 clusters Score -2800052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2800047.500000 Penalty: 3252.155029
	Iteration 34Q: 3 clusters Score -2800048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2800049.500000 Penalty: 3252.155029
	Iteration 35Q: 3 clusters Score -2800050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2800052.000000 Penalty: 3252.155029
	Iteration 36Q: 3 clusters Score -2800052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2800059.500000 Penalty: 3252.155029
	Iteration 37Q: 3 clusters Score -2800060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2800061.500000 Penalty: 3252.155029
	Iteration 38Q: 3 clusters Score -2800062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2800063.250000 Penalty: 3252.155029
	Iteration 39Q: 3 clusters Score -2800063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2800063.750000 Penalty: 3252.155029
	Iteration 40F: 3 clusters Score -2800064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2800072.500000 Penalty: 3252.155029
	Iteration 41Q: 3 clusters Score -2800072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2800071.500000 Penalty: 3252.155029
	Iteration 42Q: 3 clusters Score -2800072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2800083.000000 Penalty: 3252.155029
	Iteration 43Q: 3 clusters Score -2800083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2800082.500000 Penalty: 3252.155029
	Iteration 44Q: 3 clusters Score -2800082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2800081.750000 Penalty: 3252.155029
	Iteration 45Q: 3 clusters Score -2800082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2800086.000000 Penalty: 3252.155029
	Iteration 46Q: 3 clusters Score -2800086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2800095.750000 Penalty: 3252.155029
	Iteration 47Q: 3 clusters Score -2800096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2800107.500000 Penalty: 3252.155029
	Iteration 48Q: 3 clusters Score -2800108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2800114.000000 Penalty: 3252.155029
	Iteration 49Q: 3 clusters Score -2800114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2800122.250000 Penalty: 3252.155029
	Iteration 50Q: 3 clusters Score -2800122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2800126.500000 Penalty: 3252.155029
	Iteration 51Q: 3 clusters Score -2800126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2800138.250000 Penalty: 3252.155029
	Iteration 52Q: 3 clusters Score -2800138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2800133.750000 Penalty: 3252.155029
	Iteration 53Q: 3 clusters Score -2800134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2800149.250000 Penalty: 3252.155029
	Iteration 54Q: 3 clusters Score -2800149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2800149.500000 Penalty: 3252.155029
	Iteration 55Q: 3 clusters Score -2800150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2800157.000000 Penalty: 3252.155029
	Iteration 56Q: 3 clusters Score -2800157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2800163.750000 Penalty: 3252.155029
	Iteration 57Q: 3 clusters Score -2800164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2800168.250000 Penalty: 3252.155029
	Iteration 58Q: 3 clusters Score -2800168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2800174.250000 Penalty: 3252.155029
	Iteration 59Q: 3 clusters Score -2800174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2800179.500000 Penalty: 3252.155029
	Iteration 60F: 3 clusters Score -2800180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2800189.000000 Penalty: 3252.155029
	Iteration 61Q: 3 clusters Score -2800189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2800193.000000 Penalty: 3252.155029
	Iteration 62Q: 3 clusters Score -2800193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2800194.250000 Penalty: 3252.155029
	Iteration 63Q: 3 clusters Score -2800194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2800194.750000 Penalty: 3252.155029
	Iteration 64Q: 3 clusters Score -2800195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2800199.500000 Penalty: 3252.155029
	Iteration 65Q: 3 clusters Score -2800200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2800204.250000 Penalty: 3252.155029
	Iteration 66Q: 3 clusters Score -2800204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2800199.500000 Penalty: 3252.155029
	Iteration 67Q: 3 clusters Score -2800200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2800204.750000 Penalty: 3252.155029
	Iteration 68Q: 3 clusters Score -2800205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2800218.750000 Penalty: 3252.155029
	Iteration 69Q: 3 clusters Score -2800219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2800224.000000 Penalty: 3252.155029
	Iteration 70Q: 3 clusters Score -2800224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2800230.000000 Penalty: 3252.155029
	Iteration 71Q: 3 clusters Score -2800230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2800235.500000 Penalty: 3252.155029
	Iteration 72Q: 3 clusters Score -2800236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2800241.500000 Penalty: 3252.155029
	Iteration 73Q: 3 clusters Score -2800242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2800240.250000 Penalty: 3252.155029
	Iteration 74Q: 3 clusters Score -2800240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2800245.500000 Penalty: 3252.155029
	Iteration 75Q: 3 clusters Score -2800246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2800252.250000 Penalty: 3252.155029
	Iteration 76Q: 3 clusters Score -2800252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2800258.000000 Penalty: 3252.155029
	Iteration 77Q: 3 clusters Score -2800258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2800259.000000 Penalty: 3252.155029
	Iteration 78Q: 3 clusters Score -2800259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2800260.250000 Penalty: 3252.155029
	Iteration 79Q: 3 clusters Score -2800260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2800262.500000 Penalty: 3252.155029
	Iteration 80F: 3 clusters Score -2800262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2800263.000000 Penalty: 3252.155029
	Iteration 81Q: 3 clusters Score -2800263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2800261.750000 Penalty: 3252.155029
	Iteration 82Q: 3 clusters Score -2800262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2800265.750000 Penalty: 3252.155029
	Iteration 83Q: 3 clusters Score -2800266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2800268.250000 Penalty: 3252.155029
	Iteration 84Q: 3 clusters Score -2800268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2800268.000000 Penalty: 3252.155029
	Iteration 85Q: 3 clusters Score -2800268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2800267.750000 Penalty: 3252.155029
	Iteration 86Q: 3 clusters Score -2800268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2800275.250000 Penalty: 3252.155029
	Iteration 87Q: 3 clusters Score -2800275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2800284.250000 Penalty: 3252.155029
	Iteration 88Q: 3 clusters Score -2800284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2800281.750000 Penalty: 3252.155029
	Iteration 89Q: 3 clusters Score -2800282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2800290.250000 Penalty: 3252.155029
	Iteration 90Q: 3 clusters Score -2800290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2800284.250000 Penalty: 3252.155029
	Iteration 91Q: 3 clusters Score -2800284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2800285.750000 Penalty: 3252.155029
	Iteration 92Q: 3 clusters Score -2800286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2800286.750000 Penalty: 3252.155029
	Iteration 93Q: 3 clusters Score -2800287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2800283.500000 Penalty: 3252.155029
	Iteration 94Q: 3 clusters Score -2800284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2800287.500000 Penalty: 3252.155029
	Iteration 95Q: 3 clusters Score -2800288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2800283.500000 Penalty: 3252.155029
	Iteration 96Q: 3 clusters Score -2800284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2800287.250000 Penalty: 3252.155029
	Iteration 97Q: 3 clusters Score -2800287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2800287.250000 Penalty: 3252.155029
	Iteration 98Q: 3 clusters Score -2800287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2800283.250000 Penalty: 3252.155029
	Iteration 99Q: 3 clusters Score -2800283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2800286.000000 Penalty: 3252.155029
	Iteration 100F: 3 clusters Score -2800286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2800284.250000 Penalty: 3252.155029
	Iteration 101Q: 3 clusters Score -2800284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2800285.250000 Penalty: 3252.155029
	Iteration 102Q: 3 clusters Score -2800285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2800284.250000 Penalty: 3252.155029
	Iteration 103Q: 3 clusters Score -2800284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2800281.500000 Penalty: 3252.155029
	Iteration 104Q: 3 clusters Score -2800282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2800282.250000 Penalty: 3252.155029
	Iteration 105Q: 3 clusters Score -2800282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2800286.250000 Penalty: 3252.155029
	Iteration 106Q: 3 clusters Score -2800286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2800284.250000 Penalty: 3252.155029
	Iteration 107Q: 3 clusters Score -2800284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2800284.500000 Penalty: 3252.155029
	Iteration 108Q: 3 clusters Score -2800284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2800284.250000 Penalty: 3252.155029
	Iteration 109Q: 3 clusters Score -2800284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2800285.250000 Penalty: 3252.155029
	Iteration 110Q: 3 clusters Score -2800285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2800285.250000 Penalty: 3252.155029
	Iteration 111F: 3 clusters Score -2800285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47241.882812 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47241.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46247.542969 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46247.54 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46491.339844 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46491.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46587.675781 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46587.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46659.546875 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46659.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46701.792969 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -46701.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46725.914062 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -46725.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46736.906250 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -46736.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46741.085938 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -46741.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46741.085938 Penalty: 2003.760742
	Iteration 8F: 3 clusters Score -46741.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Entering Unmasked Estep 
Score: -10325313.000000 Penalty: 1829.928711
	Iteration 0F: 2 clusters Score -1.032531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -10276532.000000 Penalty: 3659.857422
	Iteration 0F: 3 clusters Score -1.027653e+07 nChanged 36970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -10297579.000000 Penalty: 3659.857422
	Iteration 1F: 3 clusters Score -1.029758e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -10298111.000000 Penalty: 3659.857422
	Iteration 2Q: 3 clusters Score -1.029811e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -10298812.000000 Penalty: 3659.857422
	Iteration 3Q: 3 clusters Score -1.029881e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -10299862.000000 Penalty: 3659.857422
	Iteration 4Q: 3 clusters Score -1.029986e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -10301537.000000 Penalty: 3659.857422
	Iteration 5Q: 3 clusters Score -1.030154e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -10304402.000000 Penalty: 3659.857422
	Iteration 6F: 3 clusters Score -1.03044e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -10308698.000000 Penalty: 3659.857422
	Iteration 7F: 3 clusters Score -1.03087e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -10313810.000000 Penalty: 3659.857422
	Iteration 8F: 3 clusters Score -1.031381e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -10317873.000000 Penalty: 3659.857422
	Iteration 9F: 3 clusters Score -1.031787e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -10320493.000000 Penalty: 3659.857422
	Iteration 10Q: 3 clusters Score -1.032049e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -10321935.000000 Penalty: 3659.857422
	Iteration 11Q: 3 clusters Score -1.032194e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -10322731.000000 Penalty: 3659.857422
	Iteration 12Q: 3 clusters Score -1.032273e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -10323127.000000 Penalty: 3659.857422
	Iteration 13Q: 3 clusters Score -1.032313e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -10323431.000000 Penalty: 3659.857422
	Iteration 14Q: 3 clusters Score -1.032343e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -10323550.000000 Penalty: 3659.857422
	Iteration 15Q: 3 clusters Score -1.032355e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -10323626.000000 Penalty: 3659.857422
	Iteration 16Q: 3 clusters Score -1.032363e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -10323658.000000 Penalty: 3659.857422
	Iteration 17Q: 3 clusters Score -1.032366e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -10323693.000000 Penalty: 3659.857422
	Iteration 18Q: 3 clusters Score -1.032369e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -10323712.000000 Penalty: 3659.857422
	Iteration 19Q: 3 clusters Score -1.032371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -10323758.000000 Penalty: 3659.857422
	Iteration 20F: 3 clusters Score -1.032376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -10323761.000000 Penalty: 3659.857422
	Iteration 21Q: 3 clusters Score -1.032376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -10323774.000000 Penalty: 3659.857422
	Iteration 22Q: 3 clusters Score -1.032377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -10323794.000000 Penalty: 3659.857422
	Iteration 23Q: 3 clusters Score -1.032379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -10323794.000000 Penalty: 3659.857422
	Iteration 24Q: 3 clusters Score -1.032379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -10323805.000000 Penalty: 3659.857422
	Iteration 25Q: 3 clusters Score -1.03238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -10323801.000000 Penalty: 3659.857422
	Iteration 26Q: 3 clusters Score -1.03238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -10323796.000000 Penalty: 3659.857422
	Iteration 27Q: 3 clusters Score -1.03238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -10323796.000000 Penalty: 3659.857422
	Iteration 28Q: 3 clusters Score -1.03238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -10323803.000000 Penalty: 3659.857422
	Iteration 29Q: 3 clusters Score -1.03238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -10323799.000000 Penalty: 3659.857422
	Iteration 30Q: 3 clusters Score -1.03238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -10323798.000000 Penalty: 3659.857422
	Iteration 31Q: 3 clusters Score -1.03238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -10323798.000000 Penalty: 3659.857422
	Iteration 32Q: 3 clusters Score -1.03238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -10323809.000000 Penalty: 3659.857422
	Iteration 33Q: 3 clusters Score -1.032381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -10323803.000000 Penalty: 3659.857422
	Iteration 34Q: 3 clusters Score -1.03238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -10323803.000000 Penalty: 3659.857422
	Iteration 35F: 3 clusters Score -1.03238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -220470.843750 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -220470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -218463.812500 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -218463.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218952.296875 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -218952.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219122.046875 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -219122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219226.578125 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -219226.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219294.343750 Penalty: 2457.871338
	Iteration 4Q: 3 clusters Score -219294.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219346.921875 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -219346.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219401.609375 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -219401.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219458.546875 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -219458.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -219519.812500 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -219519.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219573.203125 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -219573.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -219628.906250 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -219628.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -219682.250000 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -219682.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -219716.218750 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -219716.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219754.937500 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -219754.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -219785.437500 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -219785.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219812.140625 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -219812.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219848.968750 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -219849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219890.078125 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -219890.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -219935.000000 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -219935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -219971.828125 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -219971.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219993.843750 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -219993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220003.718750 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -220003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220011.500000 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -220011.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -220016.031250 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -220016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -220018.125000 Penalty: 2457.871338
	Iteration 24Q: 3 clusters Score -220018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -220020.734375 Penalty: 2457.871338
	Iteration 25Q: 3 clusters Score -220020.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220022.375000 Penalty: 2457.871338
	Iteration 26Q: 3 clusters Score -220022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -220023.968750 Penalty: 2457.871338
	Iteration 27Q: 3 clusters Score -220024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -220024.921875 Penalty: 2457.871338
	Iteration 28Q: 3 clusters Score -220024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -220025.281250 Penalty: 2457.871338
	Iteration 29Q: 3 clusters Score -220025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -220026.156250 Penalty: 2457.871338
	Iteration 30Q: 3 clusters Score -220026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -220026.156250 Penalty: 2457.871338
	Iteration 31F: 3 clusters Score -220026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -231453.218750 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -231453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229490.484375 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -229490.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -229935.703125 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -229935.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -230058.390625 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -230058.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -230132.359375 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -230132.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230184.968750 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -230185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -230222.921875 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -230222.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230255.453125 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -230255.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230281.031250 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -230281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -230309.734375 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -230309.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -230328.578125 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -230328.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -230341.000000 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -230341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -230352.875000 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -230352.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230369.718750 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -230369.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -230381.875000 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -230381.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -230391.625000 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -230391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -230401.859375 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -230401.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -230415.156250 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -230415.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -230424.640625 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -230424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -230433.906250 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -230433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -230443.890625 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -230443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -230454.343750 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -230454.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -230469.359375 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -230469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -230479.468750 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -230479.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -230485.718750 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -230485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -230489.093750 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -230489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230490.093750 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -230490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -230493.062500 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -230493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -230494.359375 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -230494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -230494.484375 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -230494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -230494.484375 Penalty: 2442.840820
	Iteration 29F: 3 clusters Score -230494.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37258.281250 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37258.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36327.644531 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36327.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36425.824219 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36425.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36447.519531 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -36447.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36458.640625 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36458.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36464.527344 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36464.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36466.160156 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36466.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36469.003906 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36471.589844 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36471.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36471.589844 Penalty: 1898.208496
	Iteration 8F: 3 clusters Score -36471.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Entering Unmasked Estep 
Score: -3694765.750000 Penalty: 1663.813477
	Iteration 0F: 2 clusters Score -3694766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3675851.000000 Penalty: 3327.626953
	Iteration 0F: 3 clusters Score -3675851 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3682850.750000 Penalty: 3327.626953
	Iteration 1F: 3 clusters Score -3682851 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3683223.000000 Penalty: 3327.626953
	Iteration 2Q: 3 clusters Score -3683223 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3683611.500000 Penalty: 3327.626953
	Iteration 3Q: 3 clusters Score -3683612 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3684024.500000 Penalty: 3327.626953
	Iteration 4Q: 3 clusters Score -3684024 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3684518.250000 Penalty: 3327.626953
	Iteration 5Q: 3 clusters Score -3684518 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3685079.500000 Penalty: 3327.626953
	Iteration 6Q: 3 clusters Score -3685080 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3685778.750000 Penalty: 3327.626953
	Iteration 7F: 3 clusters Score -3685779 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3686781.250000 Penalty: 3327.626953
	Iteration 8F: 3 clusters Score -3686781 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3688049.000000 Penalty: 3327.626953
	Iteration 9F: 3 clusters Score -3688049 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3689451.000000 Penalty: 3327.626953
	Iteration 10F: 3 clusters Score -3689451 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3690825.250000 Penalty: 3327.626953
	Iteration 11F: 3 clusters Score -3690825 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3691955.250000 Penalty: 3327.626953
	Iteration 12Q: 3 clusters Score -3691955 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3692635.500000 Penalty: 3327.626953
	Iteration 13Q: 3 clusters Score -3692636 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3692936.250000 Penalty: 3327.626953
	Iteration 14Q: 3 clusters Score -3692936 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3693084.250000 Penalty: 3327.626953
	Iteration 15Q: 3 clusters Score -3693084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3693163.000000 Penalty: 3327.626953
	Iteration 16Q: 3 clusters Score -3693163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3693210.000000 Penalty: 3327.626953
	Iteration 17Q: 3 clusters Score -3693210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3693229.500000 Penalty: 3327.626953
	Iteration 18Q: 3 clusters Score -3693230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3693242.500000 Penalty: 3327.626953
	Iteration 19Q: 3 clusters Score -3693242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3693257.500000 Penalty: 3327.626953
	Iteration 20F: 3 clusters Score -3693258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3693265.750000 Penalty: 3327.626953
	Iteration 21Q: 3 clusters Score -3693266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3693274.000000 Penalty: 3327.626953
	Iteration 22Q: 3 clusters Score -3693274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3693280.000000 Penalty: 3327.626953
	Iteration 23Q: 3 clusters Score -3693280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3693279.500000 Penalty: 3327.626953
	Iteration 24Q: 3 clusters Score -3693280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3693280.000000 Penalty: 3327.626953
	Iteration 25Q: 3 clusters Score -3693280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3693284.500000 Penalty: 3327.626953
	Iteration 26Q: 3 clusters Score -3693284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3693288.250000 Penalty: 3327.626953
	Iteration 27Q: 3 clusters Score -3693288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3693289.250000 Penalty: 3327.626953
	Iteration 28Q: 3 clusters Score -3693289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3693289.250000 Penalty: 3327.626953
	Iteration 29F: 3 clusters Score -3693289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Entering Unmasked Estep 
Score: -1497803.000000 Penalty: 1534.982300
	Iteration 0F: 2 clusters Score -1497803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1488964.125000 Penalty: 3069.964600
	Iteration 0F: 3 clusters Score -1488964 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1492068.000000 Penalty: 3069.964600
	Iteration 1F: 3 clusters Score -1492068 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1492530.000000 Penalty: 3069.964600
	Iteration 2F: 3 clusters Score -1492530 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1492962.750000 Penalty: 3069.964600
	Iteration 3F: 3 clusters Score -1492963 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1493385.125000 Penalty: 3069.964600
	Iteration 4F: 3 clusters Score -1493385 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1493831.750000 Penalty: 3069.964600
	Iteration 5F: 3 clusters Score -1493832 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1494271.875000 Penalty: 3069.964600
	Iteration 6F: 3 clusters Score -1494272 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1494739.375000 Penalty: 3069.964600
	Iteration 7F: 3 clusters Score -1494739 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1495167.875000 Penalty: 3069.964600
	Iteration 8F: 3 clusters Score -1495168 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1495526.750000 Penalty: 3069.964600
	Iteration 9Q: 3 clusters Score -1495527 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1495859.750000 Penalty: 3069.964600
	Iteration 10Q: 3 clusters Score -1495860 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1496085.875000 Penalty: 3069.964600
	Iteration 11Q: 3 clusters Score -1496086 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1496251.250000 Penalty: 3069.964600
	Iteration 12Q: 3 clusters Score -1496251 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1496407.625000 Penalty: 3069.964600
	Iteration 13Q: 3 clusters Score -1496408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1496542.375000 Penalty: 3069.964600
	Iteration 14Q: 3 clusters Score -1496542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1496657.500000 Penalty: 3069.964600
	Iteration 15Q: 3 clusters Score -1496658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1496776.750000 Penalty: 3069.964600
	Iteration 16Q: 3 clusters Score -1496777 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1496905.500000 Penalty: 3069.964600
	Iteration 17Q: 3 clusters Score -1496906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1497046.125000 Penalty: 3069.964600
	Iteration 18Q: 3 clusters Score -1497046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1497165.500000 Penalty: 3069.964600
	Iteration 19Q: 3 clusters Score -1497166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1497238.625000 Penalty: 3069.964600
	Iteration 20F: 3 clusters Score -1497239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1497302.000000 Penalty: 3069.964600
	Iteration 21Q: 3 clusters Score -1497302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1497342.000000 Penalty: 3069.964600
	Iteration 22Q: 3 clusters Score -1497342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1497361.625000 Penalty: 3069.964600
	Iteration 23Q: 3 clusters Score -1497362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1497381.625000 Penalty: 3069.964600
	Iteration 24Q: 3 clusters Score -1497382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1497387.000000 Penalty: 3069.964600
	Iteration 25Q: 3 clusters Score -1497387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1497391.125000 Penalty: 3069.964600
	Iteration 26Q: 3 clusters Score -1497391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1497393.000000 Penalty: 3069.964600
	Iteration 27Q: 3 clusters Score -1497393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1497394.375000 Penalty: 3069.964600
	Iteration 28Q: 3 clusters Score -1497394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1497396.750000 Penalty: 3069.964600
	Iteration 29Q: 3 clusters Score -1497397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1497397.375000 Penalty: 3069.964600
	Iteration 30Q: 3 clusters Score -1497397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1497398.875000 Penalty: 3069.964600
	Iteration 31Q: 3 clusters Score -1497399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1497397.625000 Penalty: 3069.964600
	Iteration 32Q: 3 clusters Score -1497398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1497397.625000 Penalty: 3069.964600
	Iteration 33Q: 3 clusters Score -1497398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1497397.750000 Penalty: 3069.964600
	Iteration 34Q: 3 clusters Score -1497398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1497396.750000 Penalty: 3069.964600
	Iteration 35Q: 3 clusters Score -1497397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1497398.500000 Penalty: 3069.964600
	Iteration 36Q: 3 clusters Score -1497398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1497397.625000 Penalty: 3069.964600
	Iteration 37Q: 3 clusters Score -1497398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1497397.500000 Penalty: 3069.964600
	Iteration 38Q: 3 clusters Score -1497398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1497397.500000 Penalty: 3069.964600
	Iteration 39F: 3 clusters Score -1497398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Entering Unmasked Estep 
Score: -10026321.000000 Penalty: 1824.959961
	Iteration 0F: 2 clusters Score -1.002632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -9978139.000000 Penalty: 3649.919922
	Iteration 0F: 3 clusters Score -9978139 nChanged 36169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -9998748.000000 Penalty: 3649.919922
	Iteration 1F: 3 clusters Score -9998748 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -9999424.000000 Penalty: 3649.919922
	Iteration 2Q: 3 clusters Score -9999424 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -10000301.000000 Penalty: 3649.919922
	Iteration 3Q: 3 clusters Score -1.00003e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -10001507.000000 Penalty: 3649.919922
	Iteration 4Q: 3 clusters Score -1.000151e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -10003103.000000 Penalty: 3649.919922
	Iteration 5Q: 3 clusters Score -1.00031e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -10005207.000000 Penalty: 3649.919922
	Iteration 6F: 3 clusters Score -1.000521e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -10007950.000000 Penalty: 3649.919922
	Iteration 7F: 3 clusters Score -1.000795e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -10011273.000000 Penalty: 3649.919922
	Iteration 8F: 3 clusters Score -1.001127e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -10014682.000000 Penalty: 3649.919922
	Iteration 9F: 3 clusters Score -1.001468e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -10017492.000000 Penalty: 3649.919922
	Iteration 10F: 3 clusters Score -1.001749e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -10019435.000000 Penalty: 3649.919922
	Iteration 11Q: 3 clusters Score -1.001944e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -10020592.000000 Penalty: 3649.919922
	Iteration 12Q: 3 clusters Score -1.002059e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -10021249.000000 Penalty: 3649.919922
	Iteration 13Q: 3 clusters Score -1.002125e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -10021848.000000 Penalty: 3649.919922
	Iteration 14Q: 3 clusters Score -1.002185e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -10022357.000000 Penalty: 3649.919922
	Iteration 15Q: 3 clusters Score -1.002236e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -10022821.000000 Penalty: 3649.919922
	Iteration 16Q: 3 clusters Score -1.002282e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -10023316.000000 Penalty: 3649.919922
	Iteration 17Q: 3 clusters Score -1.002332e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -10023796.000000 Penalty: 3649.919922
	Iteration 18Q: 3 clusters Score -1.00238e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -10024299.000000 Penalty: 3649.919922
	Iteration 19Q: 3 clusters Score -1.00243e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -10024608.000000 Penalty: 3649.919922
	Iteration 20F: 3 clusters Score -1.002461e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -10024913.000000 Penalty: 3649.919922
	Iteration 21Q: 3 clusters Score -1.002491e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -10025136.000000 Penalty: 3649.919922
	Iteration 22Q: 3 clusters Score -1.002514e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -10025273.000000 Penalty: 3649.919922
	Iteration 23Q: 3 clusters Score -1.002527e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -10025337.000000 Penalty: 3649.919922
	Iteration 24Q: 3 clusters Score -1.002534e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -10025357.000000 Penalty: 3649.919922
	Iteration 25Q: 3 clusters Score -1.002536e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -10025402.000000 Penalty: 3649.919922
	Iteration 26Q: 3 clusters Score -1.00254e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -10025394.000000 Penalty: 3649.919922
	Iteration 27Q: 3 clusters Score -1.002539e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -10025384.000000 Penalty: 3649.919922
	Iteration 28Q: 3 clusters Score -1.002538e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10025371.000000 Penalty: 3649.919922
	Iteration 29Q: 3 clusters Score -1.002537e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10025376.000000 Penalty: 3649.919922
	Iteration 30Q: 3 clusters Score -1.002538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -10025374.000000 Penalty: 3649.919922
	Iteration 31Q: 3 clusters Score -1.002537e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -10025390.000000 Penalty: 3649.919922
	Iteration 32Q: 3 clusters Score -1.002539e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -10025403.000000 Penalty: 3649.919922
	Iteration 33Q: 3 clusters Score -1.00254e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -10025371.000000 Penalty: 3649.919922
	Iteration 34Q: 3 clusters Score -1.002537e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -10025375.000000 Penalty: 3649.919922
	Iteration 35Q: 3 clusters Score -1.002538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -10025395.000000 Penalty: 3649.919922
	Iteration 36Q: 3 clusters Score -1.00254e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -10025398.000000 Penalty: 3649.919922
	Iteration 37Q: 3 clusters Score -1.00254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -10025401.000000 Penalty: 3649.919922
	Iteration 38Q: 3 clusters Score -1.00254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -10025404.000000 Penalty: 3649.919922
	Iteration 39Q: 3 clusters Score -1.00254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -10025409.000000 Penalty: 3649.919922
	Iteration 40F: 3 clusters Score -1.002541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -10025411.000000 Penalty: 3649.919922
	Iteration 41Q: 3 clusters Score -1.002541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -10025414.000000 Penalty: 3649.919922
	Iteration 42Q: 3 clusters Score -1.002541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -10025409.000000 Penalty: 3649.919922
	Iteration 43Q: 3 clusters Score -1.002541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -10025412.000000 Penalty: 3649.919922
	Iteration 44Q: 3 clusters Score -1.002541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -10025409.000000 Penalty: 3649.919922
	Iteration 45Q: 3 clusters Score -1.002541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -10025407.000000 Penalty: 3649.919922
	Iteration 46Q: 3 clusters Score -1.002541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -10025398.000000 Penalty: 3649.919922
	Iteration 47Q: 3 clusters Score -1.00254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -10025404.000000 Penalty: 3649.919922
	Iteration 48Q: 3 clusters Score -1.00254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -10025405.000000 Penalty: 3649.919922
	Iteration 49Q: 3 clusters Score -1.00254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -10025407.000000 Penalty: 3649.919922
	Iteration 50Q: 3 clusters Score -1.002541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -10025405.000000 Penalty: 3649.919922
	Iteration 51Q: 3 clusters Score -1.00254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -10025412.000000 Penalty: 3649.919922
	Iteration 52Q: 3 clusters Score -1.002541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -10025414.000000 Penalty: 3649.919922
	Iteration 53Q: 3 clusters Score -1.002541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -10025412.000000 Penalty: 3649.919922
	Iteration 54Q: 3 clusters Score -1.002541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -10025406.000000 Penalty: 3649.919922
	Iteration 55Q: 3 clusters Score -1.002541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -10025404.000000 Penalty: 3649.919922
	Iteration 56Q: 3 clusters Score -1.00254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -10025394.000000 Penalty: 3649.919922
	Iteration 57Q: 3 clusters Score -1.002539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -10025397.000000 Penalty: 3649.919922
	Iteration 58Q: 3 clusters Score -1.00254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -10025395.000000 Penalty: 3649.919922
	Iteration 59Q: 3 clusters Score -1.00254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -10025388.000000 Penalty: 3649.919922
	Iteration 60F: 3 clusters Score -1.002539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -10025391.000000 Penalty: 3649.919922
	Iteration 61Q: 3 clusters Score -1.002539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -10025394.000000 Penalty: 3649.919922
	Iteration 62Q: 3 clusters Score -1.002539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -10025388.000000 Penalty: 3649.919922
	Iteration 63Q: 3 clusters Score -1.002539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -10025389.000000 Penalty: 3649.919922
	Iteration 64Q: 3 clusters Score -1.002539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -10025389.000000 Penalty: 3649.919922
	Iteration 65F: 3 clusters Score -1.002539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Entering Unmasked Estep 
Score: -10887649.000000 Penalty: 1839.321899
	Iteration 0F: 2 clusters Score -1.088765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -10834753.000000 Penalty: 3678.643799
	Iteration 0F: 3 clusters Score -1.083475e+07 nChanged 39255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -10857666.000000 Penalty: 3678.643799
	Iteration 1F: 3 clusters Score -1.085767e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -10858753.000000 Penalty: 3678.643799
	Iteration 2Q: 3 clusters Score -1.085875e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -10860221.000000 Penalty: 3678.643799
	Iteration 3Q: 3 clusters Score -1.086022e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -10862379.000000 Penalty: 3678.643799
	Iteration 4F: 3 clusters Score -1.086238e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -10865565.000000 Penalty: 3678.643799
	Iteration 5F: 3 clusters Score -1.086556e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -10869732.000000 Penalty: 3678.643799
	Iteration 6F: 3 clusters Score -1.086973e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -10874289.000000 Penalty: 3678.643799
	Iteration 7F: 3 clusters Score -1.087429e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -10878366.000000 Penalty: 3678.643799
	Iteration 8F: 3 clusters Score -1.087837e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -10881213.000000 Penalty: 3678.643799
	Iteration 9Q: 3 clusters Score -1.088121e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -10883221.000000 Penalty: 3678.643799
	Iteration 10Q: 3 clusters Score -1.088322e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -10884278.000000 Penalty: 3678.643799
	Iteration 11Q: 3 clusters Score -1.088428e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10884965.000000 Penalty: 3678.643799
	Iteration 12Q: 3 clusters Score -1.088496e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10885424.000000 Penalty: 3678.643799
	Iteration 13Q: 3 clusters Score -1.088542e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10885709.000000 Penalty: 3678.643799
	Iteration 14Q: 3 clusters Score -1.088571e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10885864.000000 Penalty: 3678.643799
	Iteration 15Q: 3 clusters Score -1.088586e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10885949.000000 Penalty: 3678.643799
	Iteration 16Q: 3 clusters Score -1.088595e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10886033.000000 Penalty: 3678.643799
	Iteration 17Q: 3 clusters Score -1.088603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10886056.000000 Penalty: 3678.643799
	Iteration 18Q: 3 clusters Score -1.088606e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10886086.000000 Penalty: 3678.643799
	Iteration 19Q: 3 clusters Score -1.088609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10886110.000000 Penalty: 3678.643799
	Iteration 20F: 3 clusters Score -1.088611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10886113.000000 Penalty: 3678.643799
	Iteration 21Q: 3 clusters Score -1.088611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10886131.000000 Penalty: 3678.643799
	Iteration 22Q: 3 clusters Score -1.088613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10886123.000000 Penalty: 3678.643799
	Iteration 23Q: 3 clusters Score -1.088612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10886139.000000 Penalty: 3678.643799
	Iteration 24Q: 3 clusters Score -1.088614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10886131.000000 Penalty: 3678.643799
	Iteration 25Q: 3 clusters Score -1.088613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10886133.000000 Penalty: 3678.643799
	Iteration 26Q: 3 clusters Score -1.088613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10886133.000000 Penalty: 3678.643799
	Iteration 27F: 3 clusters Score -1.088613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -194793.265625 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -194793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193029.953125 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -193030 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193443.500000 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -193443.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -193555.078125 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -193555.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -193613.234375 Penalty: 2377.662109
	Iteration 3Q: 3 clusters Score -193613.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193661.484375 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -193661.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -193701.828125 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -193701.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -193733.843750 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -193733.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -193769.046875 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -193769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -193793.640625 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -193793.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -193811.218750 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -193811.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -193837.578125 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -193837.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -193861.171875 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -193861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193873.875000 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -193873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -193882.390625 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -193882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -193889.921875 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -193889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -193894.468750 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -193894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -193897.187500 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -193897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -193899.859375 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -193899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -193902.375000 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -193902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -193905.921875 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -193905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -193910.609375 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -193910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -193912.437500 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -193912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -193913.046875 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -193913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -193913.046875 Penalty: 2377.662109
	Iteration 23F: 3 clusters Score -193913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -349635.187500 Penalty: 1286.362671
	Iteration 0F: 2 clusters Score -349635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -347037.875000 Penalty: 2572.725342
	Iteration 0F: 3 clusters Score -347037.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -347685.687500 Penalty: 2572.725342
	Iteration 1F: 3 clusters Score -347685.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347843.375000 Penalty: 2572.725342
	Iteration 2F: 3 clusters Score -347843.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -347919.250000 Penalty: 2572.725342
	Iteration 3Q: 3 clusters Score -347919.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -347975.250000 Penalty: 2572.725342
	Iteration 4Q: 3 clusters Score -347975.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348013.343750 Penalty: 2572.725342
	Iteration 5Q: 3 clusters Score -348013.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -348045.125000 Penalty: 2572.725342
	Iteration 6Q: 3 clusters Score -348045.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -348080.656250 Penalty: 2572.725342
	Iteration 7Q: 3 clusters Score -348080.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -348112.500000 Penalty: 2572.725342
	Iteration 8Q: 3 clusters Score -348112.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -348143.281250 Penalty: 2572.725342
	Iteration 9Q: 3 clusters Score -348143.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -348167.875000 Penalty: 2572.725342
	Iteration 10Q: 3 clusters Score -348167.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -348205.062500 Penalty: 2572.725342
	Iteration 11Q: 3 clusters Score -348205.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -348254.531250 Penalty: 2572.725342
	Iteration 12Q: 3 clusters Score -348254.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -348294.125000 Penalty: 2572.725342
	Iteration 13Q: 3 clusters Score -348294.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -348332.906250 Penalty: 2572.725342
	Iteration 14Q: 3 clusters Score -348332.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -348358.031250 Penalty: 2572.725342
	Iteration 15Q: 3 clusters Score -348358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -348383.250000 Penalty: 2572.725342
	Iteration 16Q: 3 clusters Score -348383.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -348407.375000 Penalty: 2572.725342
	Iteration 17Q: 3 clusters Score -348407.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -348437.093750 Penalty: 2572.725342
	Iteration 18Q: 3 clusters Score -348437.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -348458.406250 Penalty: 2572.725342
	Iteration 19Q: 3 clusters Score -348458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -348481.531250 Penalty: 2572.725342
	Iteration 20F: 3 clusters Score -348481.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -348501.906250 Penalty: 2572.725342
	Iteration 21Q: 3 clusters Score -348501.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -348517.437500 Penalty: 2572.725342
	Iteration 22Q: 3 clusters Score -348517.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -348530.968750 Penalty: 2572.725342
	Iteration 23Q: 3 clusters Score -348531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -348537.843750 Penalty: 2572.725342
	Iteration 24Q: 3 clusters Score -348537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -348544.375000 Penalty: 2572.725342
	Iteration 25Q: 3 clusters Score -348544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -348547.187500 Penalty: 2572.725342
	Iteration 26Q: 3 clusters Score -348547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -348550.718750 Penalty: 2572.725342
	Iteration 27Q: 3 clusters Score -348550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -348554.781250 Penalty: 2572.725342
	Iteration 28Q: 3 clusters Score -348554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -348555.312500 Penalty: 2572.725342
	Iteration 29Q: 3 clusters Score -348555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -348557.406250 Penalty: 2572.725342
	Iteration 30Q: 3 clusters Score -348557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -348560.562500 Penalty: 2572.725342
	Iteration 31Q: 3 clusters Score -348560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -348563.062500 Penalty: 2572.725342
	Iteration 32Q: 3 clusters Score -348563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -348568.125000 Penalty: 2572.725342
	Iteration 33Q: 3 clusters Score -348568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -348570.156250 Penalty: 2572.725342
	Iteration 34Q: 3 clusters Score -348570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -348574.000000 Penalty: 2572.725342
	Iteration 35Q: 3 clusters Score -348574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -348578.281250 Penalty: 2572.725342
	Iteration 36Q: 3 clusters Score -348578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -348578.875000 Penalty: 2572.725342
	Iteration 37Q: 3 clusters Score -348578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -348578.875000 Penalty: 2572.725342
	Iteration 38F: 3 clusters Score -348578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -171848.781250 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -171848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -170023.015625 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -170023 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170417.812500 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -170417.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170553.812500 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -170553.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170659.296875 Penalty: 2380.459229
	Iteration 3F: 3 clusters Score -170659.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170739.281250 Penalty: 2380.459229
	Iteration 4Q: 3 clusters Score -170739.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -170807.296875 Penalty: 2380.459229
	Iteration 5Q: 3 clusters Score -170807.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170876.359375 Penalty: 2380.459229
	Iteration 6Q: 3 clusters Score -170876.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -170947.546875 Penalty: 2380.459229
	Iteration 7Q: 3 clusters Score -170947.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -171005.656250 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -171005.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -171069.578125 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -171069.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -171102.015625 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -171102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171125.109375 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -171125.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -171142.468750 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -171142.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -171161.765625 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -171161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -171181.421875 Penalty: 2380.459229
	Iteration 14Q: 3 clusters Score -171181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -171199.000000 Penalty: 2380.459229
	Iteration 15Q: 3 clusters Score -171199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -171216.984375 Penalty: 2380.459229
	Iteration 16Q: 3 clusters Score -171217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -171233.000000 Penalty: 2380.459229
	Iteration 17Q: 3 clusters Score -171233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -171240.000000 Penalty: 2380.459229
	Iteration 18Q: 3 clusters Score -171240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -171246.656250 Penalty: 2380.459229
	Iteration 19Q: 3 clusters Score -171246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -171252.765625 Penalty: 2380.459229
	Iteration 20F: 3 clusters Score -171252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171260.296875 Penalty: 2380.459229
	Iteration 21Q: 3 clusters Score -171260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171267.640625 Penalty: 2380.459229
	Iteration 22Q: 3 clusters Score -171267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -171268.937500 Penalty: 2380.459229
	Iteration 23Q: 3 clusters Score -171268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -171274.609375 Penalty: 2380.459229
	Iteration 24Q: 3 clusters Score -171274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -171278.218750 Penalty: 2380.459229
	Iteration 25Q: 3 clusters Score -171278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -171280.453125 Penalty: 2380.459229
	Iteration 26Q: 3 clusters Score -171280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171282.171875 Penalty: 2380.459229
	Iteration 27Q: 3 clusters Score -171282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171282.968750 Penalty: 2380.459229
	Iteration 28Q: 3 clusters Score -171283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171284.031250 Penalty: 2380.459229
	Iteration 29Q: 3 clusters Score -171284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -171285.234375 Penalty: 2380.459229
	Iteration 30Q: 3 clusters Score -171285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171285.859375 Penalty: 2380.459229
	Iteration 31Q: 3 clusters Score -171285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171285.859375 Penalty: 2380.459229
	Iteration 32F: 3 clusters Score -171285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (67876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Entering Unmasked Estep 
Score: -8938666.000000 Penalty: 1807.883667
	Iteration 0F: 2 clusters Score -8938666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -8894378.000000 Penalty: 3615.767334
	Iteration 0F: 3 clusters Score -8894378 nChanged 32148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8913283.000000 Penalty: 3615.767334
	Iteration 1F: 3 clusters Score -8913283 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -8914369.000000 Penalty: 3615.767334
	Iteration 2Q: 3 clusters Score -8914369 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -8915927.000000 Penalty: 3615.767334
	Iteration 3F: 3 clusters Score -8915927 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8918541.000000 Penalty: 3615.767334
	Iteration 4F: 3 clusters Score -8918541 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -8922285.000000 Penalty: 3615.767334
	Iteration 5F: 3 clusters Score -8922285 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -8926870.000000 Penalty: 3615.767334
	Iteration 6F: 3 clusters Score -8926870 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -8931057.000000 Penalty: 3615.767334
	Iteration 7F: 3 clusters Score -8931057 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -8934195.000000 Penalty: 3615.767334
	Iteration 8Q: 3 clusters Score -8934195 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -8935848.000000 Penalty: 3615.767334
	Iteration 9Q: 3 clusters Score -8935848 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -8936548.000000 Penalty: 3615.767334
	Iteration 10Q: 3 clusters Score -8936548 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -8936772.000000 Penalty: 3615.767334
	Iteration 11Q: 3 clusters Score -8936772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -8936893.000000 Penalty: 3615.767334
	Iteration 12Q: 3 clusters Score -8936893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -8936947.000000 Penalty: 3615.767334
	Iteration 13Q: 3 clusters Score -8936947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -8936997.000000 Penalty: 3615.767334
	Iteration 14Q: 3 clusters Score -8936997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -8937021.000000 Penalty: 3615.767334
	Iteration 15Q: 3 clusters Score -8937021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -8937041.000000 Penalty: 3615.767334
	Iteration 16Q: 3 clusters Score -8937041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -8937045.000000 Penalty: 3615.767334
	Iteration 17Q: 3 clusters Score -8937045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -8937055.000000 Penalty: 3615.767334
	Iteration 18Q: 3 clusters Score -8937055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8937060.000000 Penalty: 3615.767334
	Iteration 19Q: 3 clusters Score -8937060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -8937061.000000 Penalty: 3615.767334
	Iteration 20F: 3 clusters Score -8937061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -8937062.000000 Penalty: 3615.767334
	Iteration 21Q: 3 clusters Score -8937062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -8937069.000000 Penalty: 3615.767334
	Iteration 22Q: 3 clusters Score -8937069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -8937066.000000 Penalty: 3615.767334
	Iteration 23Q: 3 clusters Score -8937066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -8937066.000000 Penalty: 3615.767334
	Iteration 24F: 3 clusters Score -8937066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Entering Unmasked Estep 
Score: -1550521.500000 Penalty: 1522.789551
	Iteration 0F: 2 clusters Score -1550522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1542238.000000 Penalty: 3045.579102
	Iteration 0F: 3 clusters Score -1542238 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1544992.750000 Penalty: 3045.579102
	Iteration 1F: 3 clusters Score -1544993 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1545329.125000 Penalty: 3045.579102
	Iteration 2F: 3 clusters Score -1545329 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1545767.500000 Penalty: 3045.579102
	Iteration 3F: 3 clusters Score -1545768 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1546290.375000 Penalty: 3045.579102
	Iteration 4F: 3 clusters Score -1546290 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1546992.125000 Penalty: 3045.579102
	Iteration 5F: 3 clusters Score -1546992 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1547870.875000 Penalty: 3045.579102
	Iteration 6F: 3 clusters Score -1547871 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1548720.250000 Penalty: 3045.579102
	Iteration 7F: 3 clusters Score -1548720 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1549335.875000 Penalty: 3045.579102
	Iteration 8Q: 3 clusters Score -1549336 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1549664.875000 Penalty: 3045.579102
	Iteration 9Q: 3 clusters Score -1549665 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1549777.875000 Penalty: 3045.579102
	Iteration 10Q: 3 clusters Score -1549778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1549812.625000 Penalty: 3045.579102
	Iteration 11Q: 3 clusters Score -1549813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1549824.750000 Penalty: 3045.579102
	Iteration 12Q: 3 clusters Score -1549825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1549833.375000 Penalty: 3045.579102
	Iteration 13Q: 3 clusters Score -1549833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1549842.125000 Penalty: 3045.579102
	Iteration 14Q: 3 clusters Score -1549842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1549846.125000 Penalty: 3045.579102
	Iteration 15Q: 3 clusters Score -1549846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1549851.500000 Penalty: 3045.579102
	Iteration 16Q: 3 clusters Score -1549852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1549851.750000 Penalty: 3045.579102
	Iteration 17Q: 3 clusters Score -1549852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1549853.625000 Penalty: 3045.579102
	Iteration 18Q: 3 clusters Score -1549854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1549852.000000 Penalty: 3045.579102
	Iteration 19Q: 3 clusters Score -1549852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1549851.500000 Penalty: 3045.579102
	Iteration 20F: 3 clusters Score -1549852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Entering Unmasked Estep 
Score: -3054995.000000 Penalty: 1632.972046
	Iteration 0F: 2 clusters Score -3054995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3039328.750000 Penalty: 3265.944092
	Iteration 0F: 3 clusters Score -3039329 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3045060.000000 Penalty: 3265.944092
	Iteration 1F: 3 clusters Score -3045060 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3045372.000000 Penalty: 3265.944092
	Iteration 2Q: 3 clusters Score -3045372 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3045687.250000 Penalty: 3265.944092
	Iteration 3Q: 3 clusters Score -3045687 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3046029.000000 Penalty: 3265.944092
	Iteration 4Q: 3 clusters Score -3046029 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3046409.500000 Penalty: 3265.944092
	Iteration 5Q: 3 clusters Score -3046410 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3047030.000000 Penalty: 3265.944092
	Iteration 6F: 3 clusters Score -3047030 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3048008.250000 Penalty: 3265.944092
	Iteration 7F: 3 clusters Score -3048008 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3049457.000000 Penalty: 3265.944092
	Iteration 8F: 3 clusters Score -3049457 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3051060.750000 Penalty: 3265.944092
	Iteration 9F: 3 clusters Score -3051061 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3052348.000000 Penalty: 3265.944092
	Iteration 10F: 3 clusters Score -3052348 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3053018.750000 Penalty: 3265.944092
	Iteration 11Q: 3 clusters Score -3053019 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3053317.500000 Penalty: 3265.944092
	Iteration 12Q: 3 clusters Score -3053318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3053427.000000 Penalty: 3265.944092
	Iteration 13Q: 3 clusters Score -3053427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3053471.000000 Penalty: 3265.944092
	Iteration 14Q: 3 clusters Score -3053471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3053496.250000 Penalty: 3265.944092
	Iteration 15Q: 3 clusters Score -3053496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3053515.750000 Penalty: 3265.944092
	Iteration 16Q: 3 clusters Score -3053516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3053522.750000 Penalty: 3265.944092
	Iteration 17Q: 3 clusters Score -3053523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3053521.750000 Penalty: 3265.944092
	Iteration 18Q: 3 clusters Score -3053522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3053525.500000 Penalty: 3265.944092
	Iteration 19Q: 3 clusters Score -3053526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3053527.000000 Penalty: 3265.944092
	Iteration 20F: 3 clusters Score -3053527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (87281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Entering Unmasked Estep 
Score: -11534420.000000 Penalty: 1848.744385
	Iteration 0F: 2 clusters Score -1.153442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -11481421.000000 Penalty: 3697.488770
	Iteration 0F: 3 clusters Score -1.148142e+07 nChanged 41394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -11505755.000000 Penalty: 3697.488770
	Iteration 1F: 3 clusters Score -1.150576e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -11506501.000000 Penalty: 3697.488770
	Iteration 2Q: 3 clusters Score -1.15065e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -11507125.000000 Penalty: 3697.488770
	Iteration 3Q: 3 clusters Score -1.150712e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -11508268.000000 Penalty: 3697.488770
	Iteration 4Q: 3 clusters Score -1.150827e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -11509879.000000 Penalty: 3697.488770
	Iteration 5Q: 3 clusters Score -1.150988e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -11511926.000000 Penalty: 3697.488770
	Iteration 6Q: 3 clusters Score -1.151193e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -11514997.000000 Penalty: 3697.488770
	Iteration 7F: 3 clusters Score -1.1515e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -11519044.000000 Penalty: 3697.488770
	Iteration 8F: 3 clusters Score -1.151904e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -11523100.000000 Penalty: 3697.488770
	Iteration 9F: 3 clusters Score -1.15231e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -11526261.000000 Penalty: 3697.488770
	Iteration 10F: 3 clusters Score -1.152626e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -11528625.000000 Penalty: 3697.488770
	Iteration 11Q: 3 clusters Score -1.152862e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -11530175.000000 Penalty: 3697.488770
	Iteration 12Q: 3 clusters Score -1.153018e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -11531061.000000 Penalty: 3697.488770
	Iteration 13Q: 3 clusters Score -1.153106e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -11531656.000000 Penalty: 3697.488770
	Iteration 14Q: 3 clusters Score -1.153166e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -11532284.000000 Penalty: 3697.488770
	Iteration 15Q: 3 clusters Score -1.153228e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -11532653.000000 Penalty: 3697.488770
	Iteration 16Q: 3 clusters Score -1.153265e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -11532916.000000 Penalty: 3697.488770
	Iteration 17Q: 3 clusters Score -1.153292e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -11533125.000000 Penalty: 3697.488770
	Iteration 18Q: 3 clusters Score -1.153312e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -11533331.000000 Penalty: 3697.488770
	Iteration 19Q: 3 clusters Score -1.153333e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -11533561.000000 Penalty: 3697.488770
	Iteration 20F: 3 clusters Score -1.153356e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -11533802.000000 Penalty: 3697.488770
	Iteration 21Q: 3 clusters Score -1.15338e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -11533959.000000 Penalty: 3697.488770
	Iteration 22Q: 3 clusters Score -1.153396e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -11534084.000000 Penalty: 3697.488770
	Iteration 23Q: 3 clusters Score -1.153408e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -11534120.000000 Penalty: 3697.488770
	Iteration 24Q: 3 clusters Score -1.153412e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -11534134.000000 Penalty: 3697.488770
	Iteration 25Q: 3 clusters Score -1.153413e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -11534156.000000 Penalty: 3697.488770
	Iteration 26Q: 3 clusters Score -1.153416e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -11534140.000000 Penalty: 3697.488770
	Iteration 27Q: 3 clusters Score -1.153414e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -11534106.000000 Penalty: 3697.488770
	Iteration 28Q: 3 clusters Score -1.153411e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -11534101.000000 Penalty: 3697.488770
	Iteration 29Q: 3 clusters Score -1.15341e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -11534058.000000 Penalty: 3697.488770
	Iteration 30Q: 3 clusters Score -1.153406e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -11534063.000000 Penalty: 3697.488770
	Iteration 31Q: 3 clusters Score -1.153406e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -11534031.000000 Penalty: 3697.488770
	Iteration 32Q: 3 clusters Score -1.153403e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -11534003.000000 Penalty: 3697.488770
	Iteration 33Q: 3 clusters Score -1.1534e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -11533989.000000 Penalty: 3697.488770
	Iteration 34Q: 3 clusters Score -1.153399e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -11533945.000000 Penalty: 3697.488770
	Iteration 35Q: 3 clusters Score -1.153394e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -11533903.000000 Penalty: 3697.488770
	Iteration 36Q: 3 clusters Score -1.15339e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -11533899.000000 Penalty: 3697.488770
	Iteration 37Q: 3 clusters Score -1.15339e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -11533888.000000 Penalty: 3697.488770
	Iteration 38Q: 3 clusters Score -1.153389e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -11533886.000000 Penalty: 3697.488770
	Iteration 39Q: 3 clusters Score -1.153389e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -11533885.000000 Penalty: 3697.488770
	Iteration 40F: 3 clusters Score -1.153388e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -11533910.000000 Penalty: 3697.488770
	Iteration 41Q: 3 clusters Score -1.153391e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -11533913.000000 Penalty: 3697.488770
	Iteration 42Q: 3 clusters Score -1.153391e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -11533922.000000 Penalty: 3697.488770
	Iteration 43Q: 3 clusters Score -1.153392e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -11533928.000000 Penalty: 3697.488770
	Iteration 44Q: 3 clusters Score -1.153393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -11533905.000000 Penalty: 3697.488770
	Iteration 45Q: 3 clusters Score -1.15339e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -11533888.000000 Penalty: 3697.488770
	Iteration 46Q: 3 clusters Score -1.153389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -11533887.000000 Penalty: 3697.488770
	Iteration 47Q: 3 clusters Score -1.153389e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -11533876.000000 Penalty: 3697.488770
	Iteration 48Q: 3 clusters Score -1.153388e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -11533855.000000 Penalty: 3697.488770
	Iteration 49Q: 3 clusters Score -1.153386e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -11533827.000000 Penalty: 3697.488770
	Iteration 50Q: 3 clusters Score -1.153383e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -11533842.000000 Penalty: 3697.488770
	Iteration 51Q: 3 clusters Score -1.153384e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -11533798.000000 Penalty: 3697.488770
	Iteration 52Q: 3 clusters Score -1.15338e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -11533803.000000 Penalty: 3697.488770
	Iteration 53Q: 3 clusters Score -1.15338e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -11533778.000000 Penalty: 3697.488770
	Iteration 54Q: 3 clusters Score -1.153378e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -11533750.000000 Penalty: 3697.488770
	Iteration 55Q: 3 clusters Score -1.153375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -11533719.000000 Penalty: 3697.488770
	Iteration 56Q: 3 clusters Score -1.153372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -11533697.000000 Penalty: 3697.488770
	Iteration 57Q: 3 clusters Score -1.15337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -11533712.000000 Penalty: 3697.488770
	Iteration 58Q: 3 clusters Score -1.153371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -11533700.000000 Penalty: 3697.488770
	Iteration 59Q: 3 clusters Score -1.15337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -11533690.000000 Penalty: 3697.488770
	Iteration 60F: 3 clusters Score -1.153369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -11533687.000000 Penalty: 3697.488770
	Iteration 61Q: 3 clusters Score -1.153369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -11533676.000000 Penalty: 3697.488770
	Iteration 62Q: 3 clusters Score -1.153368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -11533681.000000 Penalty: 3697.488770
	Iteration 63Q: 3 clusters Score -1.153368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -11533660.000000 Penalty: 3697.488770
	Iteration 64Q: 3 clusters Score -1.153366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -11533672.000000 Penalty: 3697.488770
	Iteration 65Q: 3 clusters Score -1.153367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -11533663.000000 Penalty: 3697.488770
	Iteration 66Q: 3 clusters Score -1.153366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -11533663.000000 Penalty: 3697.488770
	Iteration 67Q: 3 clusters Score -1.153366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -11533646.000000 Penalty: 3697.488770
	Iteration 68Q: 3 clusters Score -1.153365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
Score: -11533643.000000 Penalty: 3697.488770
	Iteration 69Q: 3 clusters Score -1.153364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -11533645.000000 Penalty: 3697.488770
	Iteration 70Q: 3 clusters Score -1.153364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -11533644.000000 Penalty: 3697.488770
	Iteration 71Q: 3 clusters Score -1.153364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -11533652.000000 Penalty: 3697.488770
	Iteration 72Q: 3 clusters Score -1.153365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -11533635.000000 Penalty: 3697.488770
	Iteration 73Q: 3 clusters Score -1.153364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -11533639.000000 Penalty: 3697.488770
	Iteration 74Q: 3 clusters Score -1.153364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -11533645.000000 Penalty: 3697.488770
	Iteration 75Q: 3 clusters Score -1.153364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -11533642.000000 Penalty: 3697.488770
	Iteration 76Q: 3 clusters Score -1.153364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -11533634.000000 Penalty: 3697.488770
	Iteration 77Q: 3 clusters Score -1.153363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -11533635.000000 Penalty: 3697.488770
	Iteration 78Q: 3 clusters Score -1.153364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -11533635.000000 Penalty: 3697.488770
	Iteration 79F: 3 clusters Score -1.153364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -369530.781250 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -369530.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366867.000000 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -366867 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -367512.593750 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -367512.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -367664.218750 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -367664.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -367752.750000 Penalty: 2585.056885
	Iteration 3F: 3 clusters Score -367752.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -367820.468750 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -367820.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -367892.250000 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -367892.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -367955.812500 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -367955.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -368013.062500 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -368013.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -368065.281250 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -368065.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -368105.250000 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -368105.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -368127.343750 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -368127.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -368144.375000 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -368144.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -368164.031250 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -368164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -368178.406250 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -368178.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -368193.312500 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -368193.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -368204.218750 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -368204.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -368216.750000 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -368216.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -368230.531250 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -368230.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -368242.500000 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -368242.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -368256.812500 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -368256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -368264.406250 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -368264.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -368271.250000 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -368271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -368279.781250 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -368279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -368287.687500 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -368287.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -368297.125000 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -368297.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -368305.437500 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -368305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -368310.312500 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -368310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -368314.812500 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -368314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -368317.781250 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -368317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -368323.531250 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -368323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -368327.062500 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -368327.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -368331.437500 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -368331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -368336.406250 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -368336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -368337.687500 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -368337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -368338.718750 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -368338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -368338.812500 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -368338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -368338.812500 Penalty: 2585.056885
	Iteration 36F: 3 clusters Score -368338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50342 members 
Mstep: Class 3 contains 14759 members 
Mstep: Class 4 contains 8762 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60416 members 
Mstep: Class 10 contains 73003 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 85191 members 
Mstep: Class 13 contains 27503 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77945 members 
Mstep: Class 22 contains 36435 members 
Mstep: Class 23 contains 22173 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77738 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27969 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75397 members 
Mstep: Class 32 contains 82364 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67876 members 
Mstep: Class 37 contains 11743 members 
Mstep: Class 38 contains 23134 members 
Mstep: Class 39 contains 87281 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790240.000000 Penalty: 89804.523438
Iteration 359Q: 41 clusters Score -1.277902e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50336 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 4 contains 8763 members 
Mstep: Class 5 contains 2891 members 
Mstep: Class 6 contains 14782 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60421 members 
Mstep: Class 10 contains 73016 members 
Mstep: Class 11 contains 5561 members 
Mstep: Class 12 contains 85185 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6646 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77953 members 
Mstep: Class 22 contains 36422 members 
Mstep: Class 23 contains 22213 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77737 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27942 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 75383 members 
Mstep: Class 32 contains 82360 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 67994 members 
Mstep: Class 37 contains 11746 members 
Mstep: Class 38 contains 23142 members 
Mstep: Class 39 contains 87194 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789968.000000 Penalty: 89804.523438
Iteration 360F: 41 clusters Score -1.2779e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50330 members 
Mstep: Class 3 contains 14745 members 
Mstep: Class 4 contains 8769 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 14783 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60419 members 
Mstep: Class 10 contains 73030 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 85184 members 
Mstep: Class 13 contains 27516 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77964 members 
Mstep: Class 22 contains 36405 members 
Mstep: Class 23 contains 22235 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77737 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27930 members 
Mstep: Class 30 contains 12659 members 
Mstep: Class 31 contains 75372 members 
Mstep: Class 32 contains 82353 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1517 members 
Mstep: Class 36 contains 68109 members 
Mstep: Class 37 contains 11747 members 
Mstep: Class 38 contains 23154 members 
Mstep: Class 39 contains 87081 members 
Mstep: Class 40 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789936.000000 Penalty: 89804.523438
Iteration 361Q: 41 clusters Score -1.277899e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50326 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 4 contains 8776 members 
Mstep: Class 5 contains 2883 members 
Mstep: Class 6 contains 14781 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60415 members 
Mstep: Class 10 contains 73043 members 
Mstep: Class 11 contains 5509 members 
Mstep: Class 12 contains 85182 members 
Mstep: Class 13 contains 27520 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 77981 members 
Mstep: Class 22 contains 36386 members 
Mstep: Class 23 contains 22268 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77747 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27914 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 75353 members 
Mstep: Class 32 contains 82343 members 
Mstep: Class 33 contains 1510 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 68205 members 
Mstep: Class 37 contains 11751 members 
Mstep: Class 38 contains 23168 members 
Mstep: Class 39 contains 86991 members 
Mstep: Class 40 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789992.000000 Penalty: 89804.523438
Iteration 362Q: 41 clusters Score -1.2779e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50330 members 
Mstep: Class 3 contains 14737 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 14782 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60417 members 
Mstep: Class 10 contains 73049 members 
Mstep: Class 11 contains 5481 members 
Mstep: Class 12 contains 85181 members 
Mstep: Class 13 contains 27522 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 77998 members 
Mstep: Class 22 contains 36362 members 
Mstep: Class 23 contains 22290 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77754 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27896 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 75330 members 
Mstep: Class 32 contains 82347 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 68274 members 
Mstep: Class 37 contains 11753 members 
Mstep: Class 38 contains 23175 members 
Mstep: Class 39 contains 86938 members 
Mstep: Class 40 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789968.000000 Penalty: 89804.523438
Iteration 363Q: 41 clusters Score -1.2779e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50335 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 2880 members 
Mstep: Class 6 contains 14784 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60415 members 
Mstep: Class 10 contains 73060 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 85179 members 
Mstep: Class 13 contains 27526 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9986 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 78007 members 
Mstep: Class 22 contains 36338 members 
Mstep: Class 23 contains 22305 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77766 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27887 members 
Mstep: Class 30 contains 12662 members 
Mstep: Class 31 contains 75313 members 
Mstep: Class 32 contains 82342 members 
Mstep: Class 33 contains 1510 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 68330 members 
Mstep: Class 37 contains 11757 members 
Mstep: Class 38 contains 23181 members 
Mstep: Class 39 contains 86889 members 
Mstep: Class 40 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789936.000000 Penalty: 89804.523438
Iteration 364Q: 41 clusters Score -1.277899e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50339 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 6 contains 14779 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60415 members 
Mstep: Class 10 contains 73058 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 85175 members 
Mstep: Class 13 contains 27529 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9986 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 78009 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 22325 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77783 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27882 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75299 members 
Mstep: Class 32 contains 82349 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 68390 members 
Mstep: Class 37 contains 11759 members 
Mstep: Class 38 contains 23185 members 
Mstep: Class 39 contains 86833 members 
Mstep: Class 40 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790120.000000 Penalty: 89804.523438
Iteration 365Q: 41 clusters Score -1.277901e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50337 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 6 contains 14775 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60427 members 
Mstep: Class 10 contains 73067 members 
Mstep: Class 11 contains 5464 members 
Mstep: Class 12 contains 85178 members 
Mstep: Class 13 contains 27530 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9986 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 78010 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 22338 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77797 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27870 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75277 members 
Mstep: Class 32 contains 82352 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 68466 members 
Mstep: Class 37 contains 11760 members 
Mstep: Class 38 contains 23192 members 
Mstep: Class 39 contains 86759 members 
Mstep: Class 40 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790144.000000 Penalty: 89804.523438
Iteration 366Q: 41 clusters Score -1.277901e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50327 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8808 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14771 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60429 members 
Mstep: Class 10 contains 73079 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 85182 members 
Mstep: Class 13 contains 27531 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 9983 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 78020 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 22343 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77811 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27861 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75264 members 
Mstep: Class 32 contains 82340 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 68547 members 
Mstep: Class 37 contains 11767 members 
Mstep: Class 38 contains 23201 members 
Mstep: Class 39 contains 86669 members 
Mstep: Class 40 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790376.000000 Penalty: 89804.523438
Iteration 367Q: 41 clusters Score -1.277904e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8815 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14772 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60423 members 
Mstep: Class 10 contains 73080 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 85186 members 
Mstep: Class 13 contains 27534 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 9980 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6648 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 78021 members 
Mstep: Class 22 contains 36242 members 
Mstep: Class 23 contains 22341 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77829 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27854 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75255 members 
Mstep: Class 32 contains 82339 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 68602 members 
Mstep: Class 37 contains 11776 members 
Mstep: Class 38 contains 23209 members 
Mstep: Class 39 contains 86615 members 
Mstep: Class 40 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790248.000000 Penalty: 89804.523438
Iteration 368Q: 41 clusters Score -1.277902e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50319 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8821 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14770 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60421 members 
Mstep: Class 10 contains 73088 members 
Mstep: Class 11 contains 5458 members 
Mstep: Class 12 contains 85181 members 
Mstep: Class 13 contains 27537 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 4764 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2759 members 
Mstep: Class 21 contains 78021 members 
Mstep: Class 22 contains 36218 members 
Mstep: Class 23 contains 22349 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77835 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27853 members 
Mstep: Class 30 contains 12659 members 
Mstep: Class 31 contains 75251 members 
Mstep: Class 32 contains 82340 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68656 members 
Mstep: Class 37 contains 11784 members 
Mstep: Class 38 contains 23210 members 
Mstep: Class 39 contains 86558 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790176.000000 Penalty: 89804.523438
Iteration 369Q: 41 clusters Score -1.277902e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50315 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 8830 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14769 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60424 members 
Mstep: Class 10 contains 73096 members 
Mstep: Class 11 contains 5453 members 
Mstep: Class 12 contains 85177 members 
Mstep: Class 13 contains 27539 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 78029 members 
Mstep: Class 22 contains 36192 members 
Mstep: Class 23 contains 22364 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77845 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27850 members 
Mstep: Class 30 contains 12659 members 
Mstep: Class 31 contains 75242 members 
Mstep: Class 32 contains 82334 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68698 members 
Mstep: Class 37 contains 11787 members 
Mstep: Class 38 contains 23210 members 
Mstep: Class 39 contains 86516 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790280.000000 Penalty: 89804.523438
Iteration 370Q: 41 clusters Score -1.277903e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50321 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14764 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60428 members 
Mstep: Class 10 contains 73109 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 85186 members 
Mstep: Class 13 contains 27540 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 78033 members 
Mstep: Class 22 contains 36170 members 
Mstep: Class 23 contains 22371 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77841 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27843 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75239 members 
Mstep: Class 32 contains 82325 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68745 members 
Mstep: Class 37 contains 11794 members 
Mstep: Class 38 contains 23207 members 
Mstep: Class 39 contains 86473 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790208.000000 Penalty: 89804.523438
Iteration 371Q: 41 clusters Score -1.277902e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50322 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14758 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60433 members 
Mstep: Class 10 contains 73126 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 85188 members 
Mstep: Class 13 contains 27543 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 78025 members 
Mstep: Class 22 contains 36154 members 
Mstep: Class 23 contains 22382 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77845 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27827 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 75240 members 
Mstep: Class 32 contains 82318 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68787 members 
Mstep: Class 37 contains 11797 members 
Mstep: Class 38 contains 23207 members 
Mstep: Class 39 contains 86435 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790216.000000 Penalty: 89804.523438
Iteration 372Q: 41 clusters Score -1.277902e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50324 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 8844 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14753 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60433 members 
Mstep: Class 10 contains 73128 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 85195 members 
Mstep: Class 13 contains 27546 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9980 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6656 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 78023 members 
Mstep: Class 22 contains 36137 members 
Mstep: Class 23 contains 22388 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77842 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27807 members 
Mstep: Class 30 contains 12665 members 
Mstep: Class 31 contains 75236 members 
Mstep: Class 32 contains 82328 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68834 members 
Mstep: Class 37 contains 11800 members 
Mstep: Class 38 contains 23205 members 
Mstep: Class 39 contains 86403 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790224.000000 Penalty: 89804.523438
Iteration 373Q: 41 clusters Score -1.277902e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50325 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 8848 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 14750 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60432 members 
Mstep: Class 10 contains 73134 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 85202 members 
Mstep: Class 13 contains 27550 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9983 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6662 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 78026 members 
Mstep: Class 22 contains 36120 members 
Mstep: Class 23 contains 22398 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77841 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27789 members 
Mstep: Class 30 contains 12667 members 
Mstep: Class 31 contains 75230 members 
Mstep: Class 32 contains 82330 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68868 members 
Mstep: Class 37 contains 11804 members 
Mstep: Class 38 contains 23201 members 
Mstep: Class 39 contains 86382 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790304.000000 Penalty: 89804.523438
Iteration 374Q: 41 clusters Score -1.277903e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50328 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 14748 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60429 members 
Mstep: Class 10 contains 73129 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 85204 members 
Mstep: Class 13 contains 27555 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9984 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6662 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 78032 members 
Mstep: Class 22 contains 36099 members 
Mstep: Class 23 contains 22412 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77843 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27765 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 75230 members 
Mstep: Class 32 contains 82325 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68904 members 
Mstep: Class 37 contains 11819 members 
Mstep: Class 38 contains 23198 members 
Mstep: Class 39 contains 86369 members 
Mstep: Class 40 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790296.000000 Penalty: 89804.523438
Iteration 375Q: 41 clusters Score -1.277903e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50329 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 8855 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 14743 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60429 members 
Mstep: Class 10 contains 73122 members 
Mstep: Class 11 contains 5407 members 
Mstep: Class 12 contains 85207 members 
Mstep: Class 13 contains 27557 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9984 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 78049 members 
Mstep: Class 22 contains 36077 members 
Mstep: Class 23 contains 22424 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77836 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27746 members 
Mstep: Class 30 contains 12662 members 
Mstep: Class 31 contains 75228 members 
Mstep: Class 32 contains 82323 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68946 members 
Mstep: Class 37 contains 11834 members 
Mstep: Class 38 contains 23195 members 
Mstep: Class 39 contains 86344 members 
Mstep: Class 40 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790200.000000 Penalty: 89804.523438
Iteration 376Q: 41 clusters Score -1.277902e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50335 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 8856 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 14736 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60436 members 
Mstep: Class 10 contains 73110 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 85214 members 
Mstep: Class 13 contains 27556 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9985 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 78050 members 
Mstep: Class 22 contains 36063 members 
Mstep: Class 23 contains 22431 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77838 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27725 members 
Mstep: Class 30 contains 12662 members 
Mstep: Class 31 contains 75224 members 
Mstep: Class 32 contains 82335 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 68987 members 
Mstep: Class 37 contains 11847 members 
Mstep: Class 38 contains 23198 members 
Mstep: Class 39 contains 86312 members 
Mstep: Class 40 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790128.000000 Penalty: 89804.523438
Iteration 377Q: 41 clusters Score -1.277901e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50341 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 8856 members 
Mstep: Class 5 contains 2874 members 
Mstep: Class 6 contains 14734 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60443 members 
Mstep: Class 10 contains 73105 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 85218 members 
Mstep: Class 13 contains 27556 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9985 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6666 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 78048 members 
Mstep: Class 22 contains 36047 members 
Mstep: Class 23 contains 22434 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77847 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27714 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 75220 members 
Mstep: Class 32 contains 82342 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69026 members 
Mstep: Class 37 contains 11853 members 
Mstep: Class 38 contains 23194 members 
Mstep: Class 39 contains 86283 members 
Mstep: Class 40 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790120.000000 Penalty: 89804.523438
Iteration 378Q: 41 clusters Score -1.277901e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50336 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 2872 members 
Mstep: Class 6 contains 14729 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60448 members 
Mstep: Class 10 contains 73101 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 85221 members 
Mstep: Class 13 contains 27557 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 9988 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6668 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 78047 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 22439 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77865 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27686 members 
Mstep: Class 30 contains 12663 members 
Mstep: Class 31 contains 75218 members 
Mstep: Class 32 contains 82342 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69071 members 
Mstep: Class 37 contains 11864 members 
Mstep: Class 38 contains 23194 members 
Mstep: Class 39 contains 86258 members 
Mstep: Class 40 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790200.000000 Penalty: 89804.523438
Iteration 379Q: 41 clusters Score -1.277902e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50336 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 14723 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60451 members 
Mstep: Class 10 contains 73104 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 85221 members 
Mstep: Class 13 contains 27561 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 9987 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6669 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 78039 members 
Mstep: Class 22 contains 36009 members 
Mstep: Class 23 contains 22443 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77883 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27655 members 
Mstep: Class 30 contains 12663 members 
Mstep: Class 31 contains 75216 members 
Mstep: Class 32 contains 82341 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69135 members 
Mstep: Class 37 contains 11871 members 
Mstep: Class 38 contains 23193 members 
Mstep: Class 39 contains 86226 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790248.000000 Penalty: 89804.523438
Iteration 380F: 41 clusters Score -1.277902e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50332 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 4 contains 8867 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 14720 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60448 members 
Mstep: Class 10 contains 73100 members 
Mstep: Class 11 contains 5378 members 
Mstep: Class 12 contains 85225 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 9987 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 78040 members 
Mstep: Class 22 contains 35990 members 
Mstep: Class 23 contains 22449 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77884 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27623 members 
Mstep: Class 30 contains 12663 members 
Mstep: Class 31 contains 75212 members 
Mstep: Class 32 contains 82354 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69183 members 
Mstep: Class 37 contains 11877 members 
Mstep: Class 38 contains 23190 members 
Mstep: Class 39 contains 86214 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790184.000000 Penalty: 89804.523438
Iteration 381Q: 41 clusters Score -1.277902e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50334 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 8870 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14722 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60448 members 
Mstep: Class 10 contains 73102 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 85232 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 9987 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6669 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78040 members 
Mstep: Class 22 contains 35974 members 
Mstep: Class 23 contains 22456 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77890 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27589 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75209 members 
Mstep: Class 32 contains 82348 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69219 members 
Mstep: Class 37 contains 11883 members 
Mstep: Class 38 contains 23187 members 
Mstep: Class 39 contains 86211 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790128.000000 Penalty: 89804.523438
Iteration 382Q: 41 clusters Score -1.277901e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 50333 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 8873 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14716 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60446 members 
Mstep: Class 10 contains 73109 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 85234 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 9990 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78054 members 
Mstep: Class 22 contains 35956 members 
Mstep: Class 23 contains 22461 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77887 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75201 members 
Mstep: Class 32 contains 82343 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69256 members 
Mstep: Class 37 contains 11892 members 
Mstep: Class 38 contains 23192 members 
Mstep: Class 39 contains 86194 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790336.000000 Penalty: 89804.523438
Iteration 383Q: 41 clusters Score -1.277903e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50334 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 8874 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14712 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60448 members 
Mstep: Class 10 contains 73112 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 85243 members 
Mstep: Class 13 contains 27574 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78063 members 
Mstep: Class 22 contains 35937 members 
Mstep: Class 23 contains 22460 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77892 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27536 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75200 members 
Mstep: Class 32 contains 82335 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69294 members 
Mstep: Class 37 contains 11895 members 
Mstep: Class 38 contains 23194 members 
Mstep: Class 39 contains 86174 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790472.000000 Penalty: 89804.523438
Iteration 384Q: 41 clusters Score -1.277905e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50337 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 8876 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60455 members 
Mstep: Class 10 contains 73116 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 85245 members 
Mstep: Class 13 contains 27576 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78085 members 
Mstep: Class 22 contains 35922 members 
Mstep: Class 23 contains 22464 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77885 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27508 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75189 members 
Mstep: Class 32 contains 82331 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69320 members 
Mstep: Class 37 contains 11900 members 
Mstep: Class 38 contains 23197 members 
Mstep: Class 39 contains 86166 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790696.000000 Penalty: 89804.523438
Iteration 385Q: 41 clusters Score -1.277907e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50341 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 8880 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14708 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60459 members 
Mstep: Class 10 contains 73120 members 
Mstep: Class 11 contains 5364 members 
Mstep: Class 12 contains 85248 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 78096 members 
Mstep: Class 22 contains 35910 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77879 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27487 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75179 members 
Mstep: Class 32 contains 82328 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69345 members 
Mstep: Class 37 contains 11904 members 
Mstep: Class 38 contains 23206 members 
Mstep: Class 39 contains 86157 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790848.000000 Penalty: 89804.523438
Iteration 386Q: 41 clusters Score -1.277908e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50345 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 8883 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14711 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60466 members 
Mstep: Class 10 contains 73117 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 85250 members 
Mstep: Class 13 contains 27579 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 78116 members 
Mstep: Class 22 contains 35896 members 
Mstep: Class 23 contains 22469 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77872 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27466 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75164 members 
Mstep: Class 32 contains 82329 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69367 members 
Mstep: Class 37 contains 11913 members 
Mstep: Class 38 contains 23214 members 
Mstep: Class 39 contains 86142 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790736.000000 Penalty: 89804.523438
Iteration 387Q: 41 clusters Score -1.277907e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50343 members 
Mstep: Class 3 contains 14699 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14710 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60471 members 
Mstep: Class 10 contains 73126 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 85255 members 
Mstep: Class 13 contains 27583 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9994 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 78124 members 
Mstep: Class 22 contains 35886 members 
Mstep: Class 23 contains 22466 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77868 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27444 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75158 members 
Mstep: Class 32 contains 82322 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69377 members 
Mstep: Class 37 contains 11922 members 
Mstep: Class 38 contains 23222 members 
Mstep: Class 39 contains 86142 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790800.000000 Penalty: 89804.523438
Iteration 388Q: 41 clusters Score -1.277908e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50339 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14710 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73137 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 85259 members 
Mstep: Class 13 contains 27585 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 78120 members 
Mstep: Class 22 contains 35876 members 
Mstep: Class 23 contains 22465 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77880 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27426 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75155 members 
Mstep: Class 32 contains 82304 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69398 members 
Mstep: Class 37 contains 11939 members 
Mstep: Class 38 contains 23228 members 
Mstep: Class 39 contains 86127 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790816.000000 Penalty: 89804.523438
Iteration 389Q: 41 clusters Score -1.277908e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50335 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60471 members 
Mstep: Class 10 contains 73124 members 
Mstep: Class 11 contains 5357 members 
Mstep: Class 12 contains 85258 members 
Mstep: Class 13 contains 27587 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78126 members 
Mstep: Class 22 contains 35865 members 
Mstep: Class 23 contains 22467 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77886 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27399 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75156 members 
Mstep: Class 32 contains 82292 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69424 members 
Mstep: Class 37 contains 11963 members 
Mstep: Class 38 contains 23226 members 
Mstep: Class 39 contains 86129 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790720.000000 Penalty: 89804.523438
Iteration 390Q: 41 clusters Score -1.277907e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50333 members 
Mstep: Class 3 contains 14703 members 
Mstep: Class 4 contains 8888 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73125 members 
Mstep: Class 11 contains 5352 members 
Mstep: Class 12 contains 85259 members 
Mstep: Class 13 contains 27589 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78141 members 
Mstep: Class 22 contains 35851 members 
Mstep: Class 23 contains 22469 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77888 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27374 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75148 members 
Mstep: Class 32 contains 82283 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69449 members 
Mstep: Class 37 contains 11982 members 
Mstep: Class 38 contains 23229 members 
Mstep: Class 39 contains 86116 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790712.000000 Penalty: 89804.523438
Iteration 391Q: 41 clusters Score -1.277907e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50332 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73124 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 85265 members 
Mstep: Class 13 contains 27590 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 78149 members 
Mstep: Class 22 contains 35838 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77890 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27359 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75141 members 
Mstep: Class 32 contains 82286 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69474 members 
Mstep: Class 37 contains 11995 members 
Mstep: Class 38 contains 23226 members 
Mstep: Class 39 contains 86100 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790872.000000 Penalty: 89804.523438
Iteration 392Q: 41 clusters Score -1.277909e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50332 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73112 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 85273 members 
Mstep: Class 13 contains 27592 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 78162 members 
Mstep: Class 22 contains 35826 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77886 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27343 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 75133 members 
Mstep: Class 32 contains 82296 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69506 members 
Mstep: Class 37 contains 12004 members 
Mstep: Class 38 contains 23230 members 
Mstep: Class 39 contains 86075 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790824.000000 Penalty: 89804.523438
Iteration 393Q: 41 clusters Score -1.277908e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50333 members 
Mstep: Class 3 contains 14700 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14710 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73098 members 
Mstep: Class 11 contains 5355 members 
Mstep: Class 12 contains 85275 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 78168 members 
Mstep: Class 22 contains 35811 members 
Mstep: Class 23 contains 22473 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77881 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27328 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 75137 members 
Mstep: Class 32 contains 82309 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69526 members 
Mstep: Class 37 contains 12017 members 
Mstep: Class 38 contains 23243 members 
Mstep: Class 39 contains 86053 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790656.000000 Penalty: 89804.523438
Iteration 394Q: 41 clusters Score -1.277907e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50328 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73106 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 85274 members 
Mstep: Class 13 contains 27594 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 78176 members 
Mstep: Class 22 contains 35796 members 
Mstep: Class 23 contains 22476 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77875 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27305 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 75133 members 
Mstep: Class 32 contains 82313 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69540 members 
Mstep: Class 37 contains 12030 members 
Mstep: Class 38 contains 23250 members 
Mstep: Class 39 contains 86046 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790768.000000 Penalty: 89804.523438
Iteration 395Q: 41 clusters Score -1.277908e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50322 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73100 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 85273 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 78191 members 
Mstep: Class 22 contains 35772 members 
Mstep: Class 23 contains 22477 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77878 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27288 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 75127 members 
Mstep: Class 32 contains 82323 members 
Mstep: Class 33 contains 1511 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69563 members 
Mstep: Class 37 contains 12041 members 
Mstep: Class 38 contains 23254 members 
Mstep: Class 39 contains 86033 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790744.000000 Penalty: 89804.523438
Iteration 396Q: 41 clusters Score -1.277907e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50319 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14710 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73097 members 
Mstep: Class 11 contains 5352 members 
Mstep: Class 12 contains 85273 members 
Mstep: Class 13 contains 27594 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 78198 members 
Mstep: Class 22 contains 35750 members 
Mstep: Class 23 contains 22478 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77886 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27273 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 75123 members 
Mstep: Class 32 contains 82326 members 
Mstep: Class 33 contains 1510 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69593 members 
Mstep: Class 37 contains 12051 members 
Mstep: Class 38 contains 23256 members 
Mstep: Class 39 contains 86010 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790824.000000 Penalty: 89804.523438
Iteration 397Q: 41 clusters Score -1.277908e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50312 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14708 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73087 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 85272 members 
Mstep: Class 13 contains 27594 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 78208 members 
Mstep: Class 22 contains 35730 members 
Mstep: Class 23 contains 22480 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77894 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27261 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75129 members 
Mstep: Class 32 contains 82334 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69615 members 
Mstep: Class 37 contains 12058 members 
Mstep: Class 38 contains 23260 members 
Mstep: Class 39 contains 85994 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790760.000000 Penalty: 89804.523438
Iteration 398Q: 41 clusters Score -1.277908e+08 nChanged 157
Entering ConstructFrom: 
Score: -127790760.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -475200.718750 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -475200.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -472025.187500 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -472025.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -473436.281250 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -473436.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -474103.687500 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -474103.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -474619.093750 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -474619.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -475020.906250 Penalty: 2680.941895
	Iteration 4F: 3 clusters Score -475020.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -475345.500000 Penalty: 2680.941895
	Iteration 5F: 3 clusters Score -475345.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -475531.906250 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -475531.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -475597.031250 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -475597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -475617.375000 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -475617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -475624.000000 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -475624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -475627.718750 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -475627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -475629.500000 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -475629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -475630.250000 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -475630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -475630.875000 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -475630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -475630.750000 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -475630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -475630.750000 Penalty: 2680.941895
	Iteration 15F: 3 clusters Score -475630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50310 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14708 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73085 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 85270 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 78218 members 
Mstep: Class 22 contains 35719 members 
Mstep: Class 23 contains 22481 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77899 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27243 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75128 members 
Mstep: Class 32 contains 82329 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69637 members 
Mstep: Class 37 contains 12067 members 
Mstep: Class 38 contains 23260 members 
Mstep: Class 39 contains 85991 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 2605 members 
Entering Unmasked Estep 
Score: -127790336.000000 Penalty: 92049.632812
Splitting cluster 1 changes total score from -127790760.000000 to -127790336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Entering Unmasked Estep 
Score: -6328343.500000 Penalty: 1759.218384
	Iteration 0F: 2 clusters Score -6328344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6294522.000000 Penalty: 3518.436768
	Iteration 0F: 3 clusters Score -6294522 nChanged 23736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -6308086.500000 Penalty: 3518.436768
	Iteration 1F: 3 clusters Score -6308086 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -6308511.000000 Penalty: 3518.436768
	Iteration 2Q: 3 clusters Score -6308511 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -6308774.500000 Penalty: 3518.436768
	Iteration 3Q: 3 clusters Score -6308774 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -6309111.500000 Penalty: 3518.436768
	Iteration 4Q: 3 clusters Score -6309112 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -6309451.000000 Penalty: 3518.436768
	Iteration 5Q: 3 clusters Score -6309451 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6309888.500000 Penalty: 3518.436768
	Iteration 6Q: 3 clusters Score -6309888 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -6310438.500000 Penalty: 3518.436768
	Iteration 7Q: 3 clusters Score -6310438 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -6311180.000000 Penalty: 3518.436768
	Iteration 8Q: 3 clusters Score -6311180 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -6312351.500000 Penalty: 3518.436768
	Iteration 9Q: 3 clusters Score -6312352 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -6314043.500000 Penalty: 3518.436768
	Iteration 10F: 3 clusters Score -6314044 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6316425.500000 Penalty: 3518.436768
	Iteration 11F: 3 clusters Score -6316426 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -6319309.500000 Penalty: 3518.436768
	Iteration 12F: 3 clusters Score -6319310 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6322202.500000 Penalty: 3518.436768
	Iteration 13F: 3 clusters Score -6322202 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6324387.500000 Penalty: 3518.436768
	Iteration 14Q: 3 clusters Score -6324388 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6325718.000000 Penalty: 3518.436768
	Iteration 15Q: 3 clusters Score -6325718 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6326337.500000 Penalty: 3518.436768
	Iteration 16Q: 3 clusters Score -6326338 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6326560.000000 Penalty: 3518.436768
	Iteration 17Q: 3 clusters Score -6326560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6326649.500000 Penalty: 3518.436768
	Iteration 18Q: 3 clusters Score -6326650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6326713.000000 Penalty: 3518.436768
	Iteration 19Q: 3 clusters Score -6326713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6326744.500000 Penalty: 3518.436768
	Iteration 20F: 3 clusters Score -6326744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6326765.500000 Penalty: 3518.436768
	Iteration 21Q: 3 clusters Score -6326766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6326778.000000 Penalty: 3518.436768
	Iteration 22Q: 3 clusters Score -6326778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6326779.500000 Penalty: 3518.436768
	Iteration 23Q: 3 clusters Score -6326780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6326795.000000 Penalty: 3518.436768
	Iteration 24Q: 3 clusters Score -6326795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6326798.500000 Penalty: 3518.436768
	Iteration 25Q: 3 clusters Score -6326798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6326798.000000 Penalty: 3518.436768
	Iteration 26Q: 3 clusters Score -6326798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6326802.000000 Penalty: 3518.436768
	Iteration 27Q: 3 clusters Score -6326802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6326802.000000 Penalty: 3518.436768
	Iteration 28Q: 3 clusters Score -6326802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6326802.000000 Penalty: 3518.436768
	Iteration 29Q: 3 clusters Score -6326802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6326802.000000 Penalty: 3518.436768
	Iteration 30F: 3 clusters Score -6326802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Entering Unmasked Estep 
Score: -1842596.625000 Penalty: 1559.351807
	Iteration 0F: 2 clusters Score -1842597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1832380.500000 Penalty: 3118.703613
	Iteration 0F: 3 clusters Score -1832380 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1835857.375000 Penalty: 3118.703613
	Iteration 1F: 3 clusters Score -1835857 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1836121.750000 Penalty: 3118.703613
	Iteration 2F: 3 clusters Score -1836122 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1836369.875000 Penalty: 3118.703613
	Iteration 3Q: 3 clusters Score -1836370 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1836633.000000 Penalty: 3118.703613
	Iteration 4Q: 3 clusters Score -1836633 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1836956.250000 Penalty: 3118.703613
	Iteration 5Q: 3 clusters Score -1836956 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1837387.500000 Penalty: 3118.703613
	Iteration 6F: 3 clusters Score -1837388 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1837995.125000 Penalty: 3118.703613
	Iteration 7F: 3 clusters Score -1837995 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1838765.875000 Penalty: 3118.703613
	Iteration 8F: 3 clusters Score -1838766 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1839627.000000 Penalty: 3118.703613
	Iteration 9F: 3 clusters Score -1839627 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1840384.875000 Penalty: 3118.703613
	Iteration 10F: 3 clusters Score -1840385 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1840824.375000 Penalty: 3118.703613
	Iteration 11Q: 3 clusters Score -1840824 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1841046.500000 Penalty: 3118.703613
	Iteration 12Q: 3 clusters Score -1841046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1841166.750000 Penalty: 3118.703613
	Iteration 13Q: 3 clusters Score -1841167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1841238.375000 Penalty: 3118.703613
	Iteration 14Q: 3 clusters Score -1841238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1841278.250000 Penalty: 3118.703613
	Iteration 15Q: 3 clusters Score -1841278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1841301.500000 Penalty: 3118.703613
	Iteration 16Q: 3 clusters Score -1841302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1841317.625000 Penalty: 3118.703613
	Iteration 17Q: 3 clusters Score -1841318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1841330.500000 Penalty: 3118.703613
	Iteration 18Q: 3 clusters Score -1841330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1841336.375000 Penalty: 3118.703613
	Iteration 19Q: 3 clusters Score -1841336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1841341.375000 Penalty: 3118.703613
	Iteration 20F: 3 clusters Score -1841341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1841341.000000 Penalty: 3118.703613
	Iteration 21Q: 3 clusters Score -1841341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1841341.250000 Penalty: 3118.703613
	Iteration 22Q: 3 clusters Score -1841341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1841341.250000 Penalty: 3118.703613
	Iteration 23F: 3 clusters Score -1841341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -1185167.000000 Penalty: 1477.560791
	Iteration 0F: 2 clusters Score -1185167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1178639.250000 Penalty: 2955.121582
	Iteration 0F: 3 clusters Score -1178639 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1180685.750000 Penalty: 2955.121582
	Iteration 1F: 3 clusters Score -1180686 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1180932.000000 Penalty: 2955.121582
	Iteration 2F: 3 clusters Score -1180932 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1181181.875000 Penalty: 2955.121582
	Iteration 3F: 3 clusters Score -1181182 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1181440.500000 Penalty: 2955.121582
	Iteration 4F: 3 clusters Score -1181440 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1181758.375000 Penalty: 2955.121582
	Iteration 5F: 3 clusters Score -1181758 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1182135.125000 Penalty: 2955.121582
	Iteration 6F: 3 clusters Score -1182135 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1182575.875000 Penalty: 2955.121582
	Iteration 7F: 3 clusters Score -1182576 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1182982.000000 Penalty: 2955.121582
	Iteration 8F: 3 clusters Score -1182982 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1183323.375000 Penalty: 2955.121582
	Iteration 9Q: 3 clusters Score -1183323 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1183610.000000 Penalty: 2955.121582
	Iteration 10Q: 3 clusters Score -1183610 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1183784.000000 Penalty: 2955.121582
	Iteration 11Q: 3 clusters Score -1183784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1183869.375000 Penalty: 2955.121582
	Iteration 12Q: 3 clusters Score -1183869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1183926.000000 Penalty: 2955.121582
	Iteration 13Q: 3 clusters Score -1183926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1183955.000000 Penalty: 2955.121582
	Iteration 14Q: 3 clusters Score -1183955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1183969.500000 Penalty: 2955.121582
	Iteration 15Q: 3 clusters Score -1183970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1183982.125000 Penalty: 2955.121582
	Iteration 16Q: 3 clusters Score -1183982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1183997.000000 Penalty: 2955.121582
	Iteration 17Q: 3 clusters Score -1183997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1184003.875000 Penalty: 2955.121582
	Iteration 18Q: 3 clusters Score -1184004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1184011.250000 Penalty: 2955.121582
	Iteration 19Q: 3 clusters Score -1184011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1184013.750000 Penalty: 2955.121582
	Iteration 20F: 3 clusters Score -1184014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1184019.125000 Penalty: 2955.121582
	Iteration 21Q: 3 clusters Score -1184019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1184021.875000 Penalty: 2955.121582
	Iteration 22Q: 3 clusters Score -1184022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1184021.250000 Penalty: 2955.121582
	Iteration 23Q: 3 clusters Score -1184021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1184023.750000 Penalty: 2955.121582
	Iteration 24Q: 3 clusters Score -1184024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1184023.250000 Penalty: 2955.121582
	Iteration 25Q: 3 clusters Score -1184023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1184023.250000 Penalty: 2955.121582
	Iteration 26F: 3 clusters Score -1184023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -363471.531250 Penalty: 1293.779297
	Iteration 0F: 2 clusters Score -363471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -360805.656250 Penalty: 2587.558594
	Iteration 0F: 3 clusters Score -360805.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -361406.687500 Penalty: 2587.558594
	Iteration 1F: 3 clusters Score -361406.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -361528.312500 Penalty: 2587.558594
	Iteration 2F: 3 clusters Score -361528.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -361597.593750 Penalty: 2587.558594
	Iteration 3Q: 3 clusters Score -361597.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -361643.218750 Penalty: 2587.558594
	Iteration 4Q: 3 clusters Score -361643.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -361683.875000 Penalty: 2587.558594
	Iteration 5Q: 3 clusters Score -361683.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -361717.500000 Penalty: 2587.558594
	Iteration 6Q: 3 clusters Score -361717.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -361743.250000 Penalty: 2587.558594
	Iteration 7Q: 3 clusters Score -361743.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -361758.625000 Penalty: 2587.558594
	Iteration 8Q: 3 clusters Score -361758.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -361769.875000 Penalty: 2587.558594
	Iteration 9Q: 3 clusters Score -361769.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -361777.093750 Penalty: 2587.558594
	Iteration 10Q: 3 clusters Score -361777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -361786.375000 Penalty: 2587.558594
	Iteration 11Q: 3 clusters Score -361786.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -361795.375000 Penalty: 2587.558594
	Iteration 12Q: 3 clusters Score -361795.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -361804.062500 Penalty: 2587.558594
	Iteration 13Q: 3 clusters Score -361804.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -361812.093750 Penalty: 2587.558594
	Iteration 14Q: 3 clusters Score -361812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -361818.343750 Penalty: 2587.558594
	Iteration 15Q: 3 clusters Score -361818.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -361825.875000 Penalty: 2587.558594
	Iteration 16Q: 3 clusters Score -361825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -361834.375000 Penalty: 2587.558594
	Iteration 17Q: 3 clusters Score -361834.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -361843.718750 Penalty: 2587.558594
	Iteration 18Q: 3 clusters Score -361843.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -361848.375000 Penalty: 2587.558594
	Iteration 19Q: 3 clusters Score -361848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -361854.062500 Penalty: 2587.558594
	Iteration 20F: 3 clusters Score -361854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -361858.968750 Penalty: 2587.558594
	Iteration 21Q: 3 clusters Score -361859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -361867.031250 Penalty: 2587.558594
	Iteration 22Q: 3 clusters Score -361867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -361871.125000 Penalty: 2587.558594
	Iteration 23Q: 3 clusters Score -361871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -361872.750000 Penalty: 2587.558594
	Iteration 24Q: 3 clusters Score -361872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -361874.562500 Penalty: 2587.558594
	Iteration 25Q: 3 clusters Score -361874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -361875.656250 Penalty: 2587.558594
	Iteration 26Q: 3 clusters Score -361875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -361876.968750 Penalty: 2587.558594
	Iteration 27Q: 3 clusters Score -361877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -361879.031250 Penalty: 2587.558594
	Iteration 28Q: 3 clusters Score -361879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -361880.343750 Penalty: 2587.558594
	Iteration 29Q: 3 clusters Score -361880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -361881.562500 Penalty: 2587.558594
	Iteration 30Q: 3 clusters Score -361881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -361881.843750 Penalty: 2587.558594
	Iteration 31Q: 3 clusters Score -361881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -361882.468750 Penalty: 2587.558594
	Iteration 32Q: 3 clusters Score -361882.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -361883.906250 Penalty: 2587.558594
	Iteration 33Q: 3 clusters Score -361883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -361884.750000 Penalty: 2587.558594
	Iteration 34Q: 3 clusters Score -361884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -361885.687500 Penalty: 2587.558594
	Iteration 35Q: 3 clusters Score -361885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -361887.875000 Penalty: 2587.558594
	Iteration 36Q: 3 clusters Score -361887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -361889.812500 Penalty: 2587.558594
	Iteration 37Q: 3 clusters Score -361889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -361890.906250 Penalty: 2587.558594
	Iteration 38Q: 3 clusters Score -361890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -361892.718750 Penalty: 2587.558594
	Iteration 39Q: 3 clusters Score -361892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -361893.906250 Penalty: 2587.558594
	Iteration 40F: 3 clusters Score -361893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -361895.093750 Penalty: 2587.558594
	Iteration 41Q: 3 clusters Score -361895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -361896.000000 Penalty: 2587.558594
	Iteration 42Q: 3 clusters Score -361896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -361896.562500 Penalty: 2587.558594
	Iteration 43Q: 3 clusters Score -361896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -361897.343750 Penalty: 2587.558594
	Iteration 44Q: 3 clusters Score -361897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -361899.250000 Penalty: 2587.558594
	Iteration 45Q: 3 clusters Score -361899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -361900.468750 Penalty: 2587.558594
	Iteration 46Q: 3 clusters Score -361900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -361901.968750 Penalty: 2587.558594
	Iteration 47Q: 3 clusters Score -361902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -361906.031250 Penalty: 2587.558594
	Iteration 48Q: 3 clusters Score -361906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -361909.250000 Penalty: 2587.558594
	Iteration 49Q: 3 clusters Score -361909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -361912.781250 Penalty: 2587.558594
	Iteration 50Q: 3 clusters Score -361912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -361917.093750 Penalty: 2587.558594
	Iteration 51Q: 3 clusters Score -361917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -361922.218750 Penalty: 2587.558594
	Iteration 52Q: 3 clusters Score -361922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -361927.156250 Penalty: 2587.558594
	Iteration 53Q: 3 clusters Score -361927.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -361932.031250 Penalty: 2587.558594
	Iteration 54Q: 3 clusters Score -361932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -361938.781250 Penalty: 2587.558594
	Iteration 55Q: 3 clusters Score -361938.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -361945.406250 Penalty: 2587.558594
	Iteration 56Q: 3 clusters Score -361945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -361950.250000 Penalty: 2587.558594
	Iteration 57Q: 3 clusters Score -361950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -361955.531250 Penalty: 2587.558594
	Iteration 58Q: 3 clusters Score -361955.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -361961.156250 Penalty: 2587.558594
	Iteration 59Q: 3 clusters Score -361961.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -361966.156250 Penalty: 2587.558594
	Iteration 60F: 3 clusters Score -361966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -361973.750000 Penalty: 2587.558594
	Iteration 61Q: 3 clusters Score -361973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -361978.125000 Penalty: 2587.558594
	Iteration 62Q: 3 clusters Score -361978.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -361984.375000 Penalty: 2587.558594
	Iteration 63Q: 3 clusters Score -361984.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -361990.500000 Penalty: 2587.558594
	Iteration 64Q: 3 clusters Score -361990.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -362001.906250 Penalty: 2587.558594
	Iteration 65Q: 3 clusters Score -362001.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -362008.031250 Penalty: 2587.558594
	Iteration 66Q: 3 clusters Score -362008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -362010.968750 Penalty: 2587.558594
	Iteration 67Q: 3 clusters Score -362011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -362012.468750 Penalty: 2587.558594
	Iteration 68Q: 3 clusters Score -362012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -362014.250000 Penalty: 2587.558594
	Iteration 69Q: 3 clusters Score -362014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -362015.781250 Penalty: 2587.558594
	Iteration 70Q: 3 clusters Score -362015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -362017.656250 Penalty: 2587.558594
	Iteration 71Q: 3 clusters Score -362017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -362020.312500 Penalty: 2587.558594
	Iteration 72Q: 3 clusters Score -362020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -362022.750000 Penalty: 2587.558594
	Iteration 73Q: 3 clusters Score -362022.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -362024.906250 Penalty: 2587.558594
	Iteration 74Q: 3 clusters Score -362024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -362026.187500 Penalty: 2587.558594
	Iteration 75Q: 3 clusters Score -362026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -362026.812500 Penalty: 2587.558594
	Iteration 76Q: 3 clusters Score -362026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -362026.812500 Penalty: 2587.558594
	Iteration 77F: 3 clusters Score -362026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Entering Unmasked Estep 
Score: -1911239.500000 Penalty: 1559.373779
	Iteration 0F: 2 clusters Score -1911240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1901092.375000 Penalty: 3118.747559
	Iteration 0F: 3 clusters Score -1901092 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1904670.125000 Penalty: 3118.747559
	Iteration 1F: 3 clusters Score -1904670 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1904963.250000 Penalty: 3118.747559
	Iteration 2F: 3 clusters Score -1904963 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1905197.875000 Penalty: 3118.747559
	Iteration 3Q: 3 clusters Score -1905198 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1905395.000000 Penalty: 3118.747559
	Iteration 4Q: 3 clusters Score -1905395 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1905547.625000 Penalty: 3118.747559
	Iteration 5Q: 3 clusters Score -1905548 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1905697.875000 Penalty: 3118.747559
	Iteration 6Q: 3 clusters Score -1905698 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1905833.500000 Penalty: 3118.747559
	Iteration 7Q: 3 clusters Score -1905834 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1905964.750000 Penalty: 3118.747559
	Iteration 8Q: 3 clusters Score -1905965 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1906096.250000 Penalty: 3118.747559
	Iteration 9Q: 3 clusters Score -1906096 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1906217.500000 Penalty: 3118.747559
	Iteration 10Q: 3 clusters Score -1906218 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1906352.375000 Penalty: 3118.747559
	Iteration 11Q: 3 clusters Score -1906352 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1906461.000000 Penalty: 3118.747559
	Iteration 12Q: 3 clusters Score -1906461 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1906576.750000 Penalty: 3118.747559
	Iteration 13Q: 3 clusters Score -1906577 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1906701.375000 Penalty: 3118.747559
	Iteration 14Q: 3 clusters Score -1906701 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1906878.500000 Penalty: 3118.747559
	Iteration 15Q: 3 clusters Score -1906878 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1907113.500000 Penalty: 3118.747559
	Iteration 16Q: 3 clusters Score -1907114 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1907403.375000 Penalty: 3118.747559
	Iteration 17Q: 3 clusters Score -1907403 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1907662.250000 Penalty: 3118.747559
	Iteration 18Q: 3 clusters Score -1907662 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1907906.750000 Penalty: 3118.747559
	Iteration 19Q: 3 clusters Score -1907907 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1908099.500000 Penalty: 3118.747559
	Iteration 20F: 3 clusters Score -1908100 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1908247.750000 Penalty: 3118.747559
	Iteration 21Q: 3 clusters Score -1908248 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1908361.000000 Penalty: 3118.747559
	Iteration 22Q: 3 clusters Score -1908361 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1908449.750000 Penalty: 3118.747559
	Iteration 23Q: 3 clusters Score -1908450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1908514.500000 Penalty: 3118.747559
	Iteration 24Q: 3 clusters Score -1908514 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1908576.625000 Penalty: 3118.747559
	Iteration 25Q: 3 clusters Score -1908577 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1908632.625000 Penalty: 3118.747559
	Iteration 26Q: 3 clusters Score -1908633 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1908680.500000 Penalty: 3118.747559
	Iteration 27Q: 3 clusters Score -1908680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1908715.250000 Penalty: 3118.747559
	Iteration 28Q: 3 clusters Score -1908715 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1908746.875000 Penalty: 3118.747559
	Iteration 29Q: 3 clusters Score -1908747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1908768.875000 Penalty: 3118.747559
	Iteration 30Q: 3 clusters Score -1908769 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1908797.875000 Penalty: 3118.747559
	Iteration 31Q: 3 clusters Score -1908798 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1908819.625000 Penalty: 3118.747559
	Iteration 32Q: 3 clusters Score -1908820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1908850.750000 Penalty: 3118.747559
	Iteration 33Q: 3 clusters Score -1908851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1908872.625000 Penalty: 3118.747559
	Iteration 34Q: 3 clusters Score -1908873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1908889.875000 Penalty: 3118.747559
	Iteration 35Q: 3 clusters Score -1908890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1908908.875000 Penalty: 3118.747559
	Iteration 36Q: 3 clusters Score -1908909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1908923.375000 Penalty: 3118.747559
	Iteration 37Q: 3 clusters Score -1908923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1908950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1908954.250000 Penalty: 3118.747559
	Iteration 39Q: 3 clusters Score -1908954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1908971.875000 Penalty: 3118.747559
	Iteration 40F: 3 clusters Score -1908972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1908982.000000 Penalty: 3118.747559
	Iteration 41Q: 3 clusters Score -1908982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1908992.750000 Penalty: 3118.747559
	Iteration 42Q: 3 clusters Score -1908993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1909003.875000 Penalty: 3118.747559
	Iteration 43Q: 3 clusters Score -1909004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1909022.625000 Penalty: 3118.747559
	Iteration 44Q: 3 clusters Score -1909023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1909039.000000 Penalty: 3118.747559
	Iteration 45Q: 3 clusters Score -1909039 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1909057.375000 Penalty: 3118.747559
	Iteration 46Q: 3 clusters Score -1909057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1909068.250000 Penalty: 3118.747559
	Iteration 47Q: 3 clusters Score -1909068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1909080.250000 Penalty: 3118.747559
	Iteration 48Q: 3 clusters Score -1909080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1909091.000000 Penalty: 3118.747559
	Iteration 49Q: 3 clusters Score -1909091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1909099.750000 Penalty: 3118.747559
	Iteration 50Q: 3 clusters Score -1909100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1909108.875000 Penalty: 3118.747559
	Iteration 51Q: 3 clusters Score -1909109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1909116.625000 Penalty: 3118.747559
	Iteration 52Q: 3 clusters Score -1909117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1909120.125000 Penalty: 3118.747559
	Iteration 53Q: 3 clusters Score -1909120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1909125.500000 Penalty: 3118.747559
	Iteration 54Q: 3 clusters Score -1909126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1909133.875000 Penalty: 3118.747559
	Iteration 55Q: 3 clusters Score -1909134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1909142.500000 Penalty: 3118.747559
	Iteration 56Q: 3 clusters Score -1909142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1909146.125000 Penalty: 3118.747559
	Iteration 57Q: 3 clusters Score -1909146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1909151.500000 Penalty: 3118.747559
	Iteration 58Q: 3 clusters Score -1909152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1909151.875000 Penalty: 3118.747559
	Iteration 59Q: 3 clusters Score -1909152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1909161.375000 Penalty: 3118.747559
	Iteration 60F: 3 clusters Score -1909161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1909165.375000 Penalty: 3118.747559
	Iteration 61Q: 3 clusters Score -1909165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1909172.625000 Penalty: 3118.747559
	Iteration 62Q: 3 clusters Score -1909173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1909178.625000 Penalty: 3118.747559
	Iteration 63Q: 3 clusters Score -1909179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1909183.500000 Penalty: 3118.747559
	Iteration 64Q: 3 clusters Score -1909184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1909190.250000 Penalty: 3118.747559
	Iteration 65Q: 3 clusters Score -1909190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1909190.125000 Penalty: 3118.747559
	Iteration 66Q: 3 clusters Score -1909190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1909197.125000 Penalty: 3118.747559
	Iteration 67Q: 3 clusters Score -1909197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1909201.000000 Penalty: 3118.747559
	Iteration 68Q: 3 clusters Score -1909201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1909207.750000 Penalty: 3118.747559
	Iteration 69Q: 3 clusters Score -1909208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1909205.125000 Penalty: 3118.747559
	Iteration 70Q: 3 clusters Score -1909205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1909206.000000 Penalty: 3118.747559
	Iteration 71Q: 3 clusters Score -1909206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1909211.250000 Penalty: 3118.747559
	Iteration 72Q: 3 clusters Score -1909211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1909210.125000 Penalty: 3118.747559
	Iteration 73Q: 3 clusters Score -1909210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1909214.375000 Penalty: 3118.747559
	Iteration 74Q: 3 clusters Score -1909214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1909215.500000 Penalty: 3118.747559
	Iteration 75Q: 3 clusters Score -1909216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1909219.125000 Penalty: 3118.747559
	Iteration 76Q: 3 clusters Score -1909219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1909221.250000 Penalty: 3118.747559
	Iteration 77Q: 3 clusters Score -1909221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1909221.375000 Penalty: 3118.747559
	Iteration 78Q: 3 clusters Score -1909221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1909222.500000 Penalty: 3118.747559
	Iteration 79Q: 3 clusters Score -1909222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1909223.875000 Penalty: 3118.747559
	Iteration 80F: 3 clusters Score -1909224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1909220.875000 Penalty: 3118.747559
	Iteration 81Q: 3 clusters Score -1909221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1909218.750000 Penalty: 3118.747559
	Iteration 82Q: 3 clusters Score -1909219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1909221.875000 Penalty: 3118.747559
	Iteration 83Q: 3 clusters Score -1909222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1909221.750000 Penalty: 3118.747559
	Iteration 84Q: 3 clusters Score -1909222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1909222.625000 Penalty: 3118.747559
	Iteration 85Q: 3 clusters Score -1909223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1909222.625000 Penalty: 3118.747559
	Iteration 86Q: 3 clusters Score -1909223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1909223.000000 Penalty: 3118.747559
	Iteration 87Q: 3 clusters Score -1909223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1909222.500000 Penalty: 3118.747559
	Iteration 88Q: 3 clusters Score -1909222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1909224.375000 Penalty: 3118.747559
	Iteration 89Q: 3 clusters Score -1909224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1909229.125000 Penalty: 3118.747559
	Iteration 90Q: 3 clusters Score -1909229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1909231.500000 Penalty: 3118.747559
	Iteration 91Q: 3 clusters Score -1909232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1909232.750000 Penalty: 3118.747559
	Iteration 92Q: 3 clusters Score -1909233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1909234.125000 Penalty: 3118.747559
	Iteration 93Q: 3 clusters Score -1909234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1909236.875000 Penalty: 3118.747559
	Iteration 94Q: 3 clusters Score -1909237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1909237.000000 Penalty: 3118.747559
	Iteration 95Q: 3 clusters Score -1909237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1909241.500000 Penalty: 3118.747559
	Iteration 96Q: 3 clusters Score -1909242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1909241.875000 Penalty: 3118.747559
	Iteration 97Q: 3 clusters Score -1909242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1909244.125000 Penalty: 3118.747559
	Iteration 98Q: 3 clusters Score -1909244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1909248.125000 Penalty: 3118.747559
	Iteration 99Q: 3 clusters Score -1909248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1909249.750000 Penalty: 3118.747559
	Iteration 100F: 3 clusters Score -1909250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1909248.500000 Penalty: 3118.747559
	Iteration 101Q: 3 clusters Score -1909248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1909253.250000 Penalty: 3118.747559
	Iteration 102Q: 3 clusters Score -1909253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1909252.500000 Penalty: 3118.747559
	Iteration 103Q: 3 clusters Score -1909252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1909248.375000 Penalty: 3118.747559
	Iteration 104Q: 3 clusters Score -1909248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1909253.250000 Penalty: 3118.747559
	Iteration 105Q: 3 clusters Score -1909253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1909252.625000 Penalty: 3118.747559
	Iteration 106Q: 3 clusters Score -1909253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1909255.125000 Penalty: 3118.747559
	Iteration 107Q: 3 clusters Score -1909255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1909252.875000 Penalty: 3118.747559
	Iteration 108Q: 3 clusters Score -1909253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1909257.000000 Penalty: 3118.747559
	Iteration 109Q: 3 clusters Score -1909257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1909257.000000 Penalty: 3118.747559
	Iteration 110Q: 3 clusters Score -1909257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1909258.875000 Penalty: 3118.747559
	Iteration 111Q: 3 clusters Score -1909259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1909258.375000 Penalty: 3118.747559
	Iteration 112Q: 3 clusters Score -1909258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1909260.375000 Penalty: 3118.747559
	Iteration 113Q: 3 clusters Score -1909260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1909259.625000 Penalty: 3118.747559
	Iteration 114Q: 3 clusters Score -1909260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1909259.750000 Penalty: 3118.747559
	Iteration 115Q: 3 clusters Score -1909260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1909258.125000 Penalty: 3118.747559
	Iteration 116Q: 3 clusters Score -1909258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1909257.250000 Penalty: 3118.747559
	Iteration 117Q: 3 clusters Score -1909257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1909258.000000 Penalty: 3118.747559
	Iteration 118Q: 3 clusters Score -1909258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1909258.000000 Penalty: 3118.747559
	Iteration 119F: 3 clusters Score -1909258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -334450.687500 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -334450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -332012.968750 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -332013 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -332575.531250 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -332575.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -332704.625000 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -332704.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -332781.218750 Penalty: 2560.277344
	Iteration 3F: 3 clusters Score -332781.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -332832.625000 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -332832.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -332878.656250 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -332878.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -332926.625000 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -332926.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -332958.125000 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -332958.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -332986.687500 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -332986.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -333001.781250 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -333001.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -333018.500000 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -333018.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -333037.000000 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -333037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -333052.312500 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -333052.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -333073.656250 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -333073.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -333091.687500 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -333091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -333117.562500 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -333117.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -333137.187500 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -333137.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -333153.218750 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -333153.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -333167.750000 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -333167.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -333180.343750 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -333180.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -333192.343750 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -333192.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -333204.468750 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -333204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -333216.406250 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -333216.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -333228.062500 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -333228.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -333237.187500 Penalty: 2560.277344
	Iteration 24Q: 3 clusters Score -333237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -333245.156250 Penalty: 2560.277344
	Iteration 25Q: 3 clusters Score -333245.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -333251.031250 Penalty: 2560.277344
	Iteration 26Q: 3 clusters Score -333251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -333255.062500 Penalty: 2560.277344
	Iteration 27Q: 3 clusters Score -333255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -333259.093750 Penalty: 2560.277344
	Iteration 28Q: 3 clusters Score -333259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -333262.875000 Penalty: 2560.277344
	Iteration 29Q: 3 clusters Score -333262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -333265.781250 Penalty: 2560.277344
	Iteration 30Q: 3 clusters Score -333265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -333270.187500 Penalty: 2560.277344
	Iteration 31Q: 3 clusters Score -333270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -333274.718750 Penalty: 2560.277344
	Iteration 32Q: 3 clusters Score -333274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -333276.906250 Penalty: 2560.277344
	Iteration 33Q: 3 clusters Score -333276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -333279.875000 Penalty: 2560.277344
	Iteration 34Q: 3 clusters Score -333279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -333280.843750 Penalty: 2560.277344
	Iteration 35Q: 3 clusters Score -333280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -333282.937500 Penalty: 2560.277344
	Iteration 36Q: 3 clusters Score -333282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -333285.250000 Penalty: 2560.277344
	Iteration 37Q: 3 clusters Score -333285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -333286.343750 Penalty: 2560.277344
	Iteration 38Q: 3 clusters Score -333286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -333288.500000 Penalty: 2560.277344
	Iteration 39Q: 3 clusters Score -333288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -333290.312500 Penalty: 2560.277344
	Iteration 40F: 3 clusters Score -333290.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -333293.000000 Penalty: 2560.277344
	Iteration 41Q: 3 clusters Score -333293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -333294.937500 Penalty: 2560.277344
	Iteration 42Q: 3 clusters Score -333294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -333296.593750 Penalty: 2560.277344
	Iteration 43Q: 3 clusters Score -333296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -333297.812500 Penalty: 2560.277344
	Iteration 44Q: 3 clusters Score -333297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -333297.718750 Penalty: 2560.277344
	Iteration 45Q: 3 clusters Score -333297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -333297.718750 Penalty: 2560.277344
	Iteration 46F: 3 clusters Score -333297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8571.336914 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8571.337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8653.859375 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8653.859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8661.741211 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8661.741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8666.901367 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8666.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8676.340820 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8676.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8677.458008 Penalty: 1576.909790
	Iteration 5Q: 3 clusters Score -8677.458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8677.458008 Penalty: 1576.909790
	Iteration 6F: 3 clusters Score -8677.458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Entering Unmasked Estep 
Score: -7726741.500000 Penalty: 1789.114502
	Iteration 0F: 2 clusters Score -7726742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -7686508.000000 Penalty: 3578.229004
	Iteration 0F: 3 clusters Score -7686508 nChanged 28503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -7702350.500000 Penalty: 3578.229004
	Iteration 1F: 3 clusters Score -7702350 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -7703002.000000 Penalty: 3578.229004
	Iteration 2Q: 3 clusters Score -7703002 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -7703873.500000 Penalty: 3578.229004
	Iteration 3Q: 3 clusters Score -7703874 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -7705075.000000 Penalty: 3578.229004
	Iteration 4Q: 3 clusters Score -7705075 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7706683.000000 Penalty: 3578.229004
	Iteration 5F: 3 clusters Score -7706683 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -7708784.500000 Penalty: 3578.229004
	Iteration 6F: 3 clusters Score -7708784 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7711381.500000 Penalty: 3578.229004
	Iteration 7F: 3 clusters Score -7711382 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7714030.500000 Penalty: 3578.229004
	Iteration 8F: 3 clusters Score -7714030 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7716230.000000 Penalty: 3578.229004
	Iteration 9F: 3 clusters Score -7716230 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -7717901.500000 Penalty: 3578.229004
	Iteration 10Q: 3 clusters Score -7717902 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -7718942.000000 Penalty: 3578.229004
	Iteration 11Q: 3 clusters Score -7718942 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -7719643.500000 Penalty: 3578.229004
	Iteration 12Q: 3 clusters Score -7719644 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -7720045.000000 Penalty: 3578.229004
	Iteration 13Q: 3 clusters Score -7720045 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -7720429.000000 Penalty: 3578.229004
	Iteration 14Q: 3 clusters Score -7720429 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -7720726.500000 Penalty: 3578.229004
	Iteration 15Q: 3 clusters Score -7720726 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -7721079.500000 Penalty: 3578.229004
	Iteration 16Q: 3 clusters Score -7721080 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -7721420.500000 Penalty: 3578.229004
	Iteration 17Q: 3 clusters Score -7721420 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -7721796.000000 Penalty: 3578.229004
	Iteration 18Q: 3 clusters Score -7721796 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -7722131.500000 Penalty: 3578.229004
	Iteration 19Q: 3 clusters Score -7722132 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -7722478.500000 Penalty: 3578.229004
	Iteration 20F: 3 clusters Score -7722478 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -7722772.000000 Penalty: 3578.229004
	Iteration 21Q: 3 clusters Score -7722772 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -7723017.500000 Penalty: 3578.229004
	Iteration 22Q: 3 clusters Score -7723018 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -7723168.500000 Penalty: 3578.229004
	Iteration 23Q: 3 clusters Score -7723168 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -7723335.500000 Penalty: 3578.229004
	Iteration 24Q: 3 clusters Score -7723336 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -7723518.500000 Penalty: 3578.229004
	Iteration 25Q: 3 clusters Score -7723518 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -7723652.000000 Penalty: 3578.229004
	Iteration 26Q: 3 clusters Score -7723652 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -7723844.000000 Penalty: 3578.229004
	Iteration 27Q: 3 clusters Score -7723844 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -7724014.000000 Penalty: 3578.229004
	Iteration 28Q: 3 clusters Score -7724014 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -7724120.000000 Penalty: 3578.229004
	Iteration 29Q: 3 clusters Score -7724120 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7724255.500000 Penalty: 3578.229004
	Iteration 30Q: 3 clusters Score -7724256 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -7724369.000000 Penalty: 3578.229004
	Iteration 31Q: 3 clusters Score -7724369 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -7724434.000000 Penalty: 3578.229004
	Iteration 32Q: 3 clusters Score -7724434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -7724496.500000 Penalty: 3578.229004
	Iteration 33Q: 3 clusters Score -7724496 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -7724578.500000 Penalty: 3578.229004
	Iteration 34Q: 3 clusters Score -7724578 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7724659.000000 Penalty: 3578.229004
	Iteration 35Q: 3 clusters Score -7724659 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -7724729.000000 Penalty: 3578.229004
	Iteration 36Q: 3 clusters Score -7724729 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7724793.500000 Penalty: 3578.229004
	Iteration 37Q: 3 clusters Score -7724794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -7724831.500000 Penalty: 3578.229004
	Iteration 38Q: 3 clusters Score -7724832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7724848.500000 Penalty: 3578.229004
	Iteration 39Q: 3 clusters Score -7724848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -7724899.500000 Penalty: 3578.229004
	Iteration 40F: 3 clusters Score -7724900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -7724926.000000 Penalty: 3578.229004
	Iteration 41Q: 3 clusters Score -7724926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7724963.500000 Penalty: 3578.229004
	Iteration 42Q: 3 clusters Score -7724964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -7725010.500000 Penalty: 3578.229004
	Iteration 43Q: 3 clusters Score -7725010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -7725028.000000 Penalty: 3578.229004
	Iteration 44Q: 3 clusters Score -7725028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -7725058.000000 Penalty: 3578.229004
	Iteration 45Q: 3 clusters Score -7725058 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -7725080.000000 Penalty: 3578.229004
	Iteration 46Q: 3 clusters Score -7725080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -7725121.000000 Penalty: 3578.229004
	Iteration 47Q: 3 clusters Score -7725121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7725146.000000 Penalty: 3578.229004
	Iteration 48Q: 3 clusters Score -7725146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -7725190.000000 Penalty: 3578.229004
	Iteration 49Q: 3 clusters Score -7725190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -7725219.000000 Penalty: 3578.229004
	Iteration 50Q: 3 clusters Score -7725219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -7725222.000000 Penalty: 3578.229004
	Iteration 51Q: 3 clusters Score -7725222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -7725235.000000 Penalty: 3578.229004
	Iteration 52Q: 3 clusters Score -7725235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7725249.000000 Penalty: 3578.229004
	Iteration 53Q: 3 clusters Score -7725249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -7725264.000000 Penalty: 3578.229004
	Iteration 54Q: 3 clusters Score -7725264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -7725278.000000 Penalty: 3578.229004
	Iteration 55Q: 3 clusters Score -7725278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -7725299.500000 Penalty: 3578.229004
	Iteration 56Q: 3 clusters Score -7725300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7725293.500000 Penalty: 3578.229004
	Iteration 57Q: 3 clusters Score -7725294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -7725302.500000 Penalty: 3578.229004
	Iteration 58Q: 3 clusters Score -7725302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -7725319.000000 Penalty: 3578.229004
	Iteration 59Q: 3 clusters Score -7725319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -7725319.000000 Penalty: 3578.229004
	Iteration 60F: 3 clusters Score -7725319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -7725313.500000 Penalty: 3578.229004
	Iteration 61Q: 3 clusters Score -7725314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7725323.000000 Penalty: 3578.229004
	Iteration 62Q: 3 clusters Score -7725323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7725320.000000 Penalty: 3578.229004
	Iteration 63Q: 3 clusters Score -7725320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -7725322.000000 Penalty: 3578.229004
	Iteration 64Q: 3 clusters Score -7725322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7725333.000000 Penalty: 3578.229004
	Iteration 65Q: 3 clusters Score -7725333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -7725331.500000 Penalty: 3578.229004
	Iteration 66Q: 3 clusters Score -7725332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7725335.000000 Penalty: 3578.229004
	Iteration 67Q: 3 clusters Score -7725335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -7725330.500000 Penalty: 3578.229004
	Iteration 68Q: 3 clusters Score -7725330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -7725334.000000 Penalty: 3578.229004
	Iteration 69Q: 3 clusters Score -7725334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -7725339.000000 Penalty: 3578.229004
	Iteration 70Q: 3 clusters Score -7725339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -7725339.000000 Penalty: 3578.229004
	Iteration 71F: 3 clusters Score -7725339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Entering Unmasked Estep 
Score: -9706487.000000 Penalty: 1819.898926
	Iteration 0F: 2 clusters Score -9706487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -9659224.000000 Penalty: 3639.797852
	Iteration 0F: 3 clusters Score -9659224 nChanged 34793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -9679291.000000 Penalty: 3639.797852
	Iteration 1F: 3 clusters Score -9679291 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -9679943.000000 Penalty: 3639.797852
	Iteration 2Q: 3 clusters Score -9679943 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9680629.000000 Penalty: 3639.797852
	Iteration 3Q: 3 clusters Score -9680629 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -9681258.000000 Penalty: 3639.797852
	Iteration 4Q: 3 clusters Score -9681258 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -9682014.000000 Penalty: 3639.797852
	Iteration 5Q: 3 clusters Score -9682014 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -9682800.000000 Penalty: 3639.797852
	Iteration 6Q: 3 clusters Score -9682800 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -9683775.000000 Penalty: 3639.797852
	Iteration 7Q: 3 clusters Score -9683775 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -9685048.000000 Penalty: 3639.797852
	Iteration 8Q: 3 clusters Score -9685048 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -9686664.000000 Penalty: 3639.797852
	Iteration 9Q: 3 clusters Score -9686664 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -9688809.000000 Penalty: 3639.797852
	Iteration 10Q: 3 clusters Score -9688809 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -9691121.000000 Penalty: 3639.797852
	Iteration 11F: 3 clusters Score -9691121 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -9692815.000000 Penalty: 3639.797852
	Iteration 12Q: 3 clusters Score -9692815 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -9693494.000000 Penalty: 3639.797852
	Iteration 13Q: 3 clusters Score -9693494 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -9693788.000000 Penalty: 3639.797852
	Iteration 14Q: 3 clusters Score -9693788 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -9693930.000000 Penalty: 3639.797852
	Iteration 15Q: 3 clusters Score -9693930 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -9694030.000000 Penalty: 3639.797852
	Iteration 16Q: 3 clusters Score -9694030 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -9694163.000000 Penalty: 3639.797852
	Iteration 17Q: 3 clusters Score -9694163 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -9694365.000000 Penalty: 3639.797852
	Iteration 18Q: 3 clusters Score -9694365 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -9694608.000000 Penalty: 3639.797852
	Iteration 19Q: 3 clusters Score -9694608 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -9694961.000000 Penalty: 3639.797852
	Iteration 20F: 3 clusters Score -9694961 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -9695359.000000 Penalty: 3639.797852
	Iteration 21Q: 3 clusters Score -9695359 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -9695877.000000 Penalty: 3639.797852
	Iteration 22Q: 3 clusters Score -9695877 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -9696501.000000 Penalty: 3639.797852
	Iteration 23Q: 3 clusters Score -9696501 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -9697460.000000 Penalty: 3639.797852
	Iteration 24Q: 3 clusters Score -9697460 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -9698542.000000 Penalty: 3639.797852
	Iteration 25Q: 3 clusters Score -9698542 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -9699885.000000 Penalty: 3639.797852
	Iteration 26Q: 3 clusters Score -9699885 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -9701165.000000 Penalty: 3639.797852
	Iteration 27Q: 3 clusters Score -9701165 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -9702449.000000 Penalty: 3639.797852
	Iteration 28Q: 3 clusters Score -9702449 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -9703469.000000 Penalty: 3639.797852
	Iteration 29Q: 3 clusters Score -9703469 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -9704220.000000 Penalty: 3639.797852
	Iteration 30Q: 3 clusters Score -9704220 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -9704688.000000 Penalty: 3639.797852
	Iteration 31Q: 3 clusters Score -9704688 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -9704951.000000 Penalty: 3639.797852
	Iteration 32Q: 3 clusters Score -9704951 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -9705087.000000 Penalty: 3639.797852
	Iteration 33Q: 3 clusters Score -9705087 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -9705195.000000 Penalty: 3639.797852
	Iteration 34Q: 3 clusters Score -9705195 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -9705222.000000 Penalty: 3639.797852
	Iteration 35Q: 3 clusters Score -9705222 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -9705229.000000 Penalty: 3639.797852
	Iteration 36Q: 3 clusters Score -9705229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -9705258.000000 Penalty: 3639.797852
	Iteration 37Q: 3 clusters Score -9705258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -9705256.000000 Penalty: 3639.797852
	Iteration 38Q: 3 clusters Score -9705256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -9705253.000000 Penalty: 3639.797852
	Iteration 39Q: 3 clusters Score -9705253 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -9705385.000000 Penalty: 3639.797852
	Iteration 40F: 3 clusters Score -9705385 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -9705399.000000 Penalty: 3639.797852
	Iteration 41Q: 3 clusters Score -9705399 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -9705417.000000 Penalty: 3639.797852
	Iteration 42Q: 3 clusters Score -9705417 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -9705402.000000 Penalty: 3639.797852
	Iteration 43Q: 3 clusters Score -9705402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -9705413.000000 Penalty: 3639.797852
	Iteration 44Q: 3 clusters Score -9705413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -9705421.000000 Penalty: 3639.797852
	Iteration 45Q: 3 clusters Score -9705421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -9705448.000000 Penalty: 3639.797852
	Iteration 46Q: 3 clusters Score -9705448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -9705446.000000 Penalty: 3639.797852
	Iteration 47Q: 3 clusters Score -9705446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -9705441.000000 Penalty: 3639.797852
	Iteration 48Q: 3 clusters Score -9705441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9705447.000000 Penalty: 3639.797852
	Iteration 49Q: 3 clusters Score -9705447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -9705453.000000 Penalty: 3639.797852
	Iteration 50Q: 3 clusters Score -9705453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9705450.000000 Penalty: 3639.797852
	Iteration 51Q: 3 clusters Score -9705450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -9705438.000000 Penalty: 3639.797852
	Iteration 52Q: 3 clusters Score -9705438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -9705437.000000 Penalty: 3639.797852
	Iteration 53Q: 3 clusters Score -9705437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -9705428.000000 Penalty: 3639.797852
	Iteration 54Q: 3 clusters Score -9705428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -9705439.000000 Penalty: 3639.797852
	Iteration 55Q: 3 clusters Score -9705439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -9705433.000000 Penalty: 3639.797852
	Iteration 56Q: 3 clusters Score -9705433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -9705438.000000 Penalty: 3639.797852
	Iteration 57Q: 3 clusters Score -9705438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -9705420.000000 Penalty: 3639.797852
	Iteration 58Q: 3 clusters Score -9705420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -9705407.000000 Penalty: 3639.797852
	Iteration 59Q: 3 clusters Score -9705407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -9705414.000000 Penalty: 3639.797852
	Iteration 60F: 3 clusters Score -9705414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -9705395.000000 Penalty: 3639.797852
	Iteration 61Q: 3 clusters Score -9705395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -9705393.000000 Penalty: 3639.797852
	Iteration 62Q: 3 clusters Score -9705393 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -9705394.000000 Penalty: 3639.797852
	Iteration 63Q: 3 clusters Score -9705394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -9705385.000000 Penalty: 3639.797852
	Iteration 64Q: 3 clusters Score -9705385 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -9705370.000000 Penalty: 3639.797852
	Iteration 65Q: 3 clusters Score -9705370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -9705393.000000 Penalty: 3639.797852
	Iteration 66Q: 3 clusters Score -9705393 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -9705383.000000 Penalty: 3639.797852
	Iteration 67Q: 3 clusters Score -9705383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -9705389.000000 Penalty: 3639.797852
	Iteration 68Q: 3 clusters Score -9705389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -9705381.000000 Penalty: 3639.797852
	Iteration 69Q: 3 clusters Score -9705381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -9705405.000000 Penalty: 3639.797852
	Iteration 70Q: 3 clusters Score -9705405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9705413.000000 Penalty: 3639.797852
	Iteration 71Q: 3 clusters Score -9705413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -9705401.000000 Penalty: 3639.797852
	Iteration 72Q: 3 clusters Score -9705401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -9705388.000000 Penalty: 3639.797852
	Iteration 73Q: 3 clusters Score -9705388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -9705385.000000 Penalty: 3639.797852
	Iteration 74Q: 3 clusters Score -9705385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -9705363.000000 Penalty: 3639.797852
	Iteration 75Q: 3 clusters Score -9705363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9705364.000000 Penalty: 3639.797852
	Iteration 76Q: 3 clusters Score -9705364 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -9705353.000000 Penalty: 3639.797852
	Iteration 77Q: 3 clusters Score -9705353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -9705363.000000 Penalty: 3639.797852
	Iteration 78Q: 3 clusters Score -9705363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -9705344.000000 Penalty: 3639.797852
	Iteration 79Q: 3 clusters Score -9705344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -9705350.000000 Penalty: 3639.797852
	Iteration 80F: 3 clusters Score -9705350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -9705334.000000 Penalty: 3639.797852
	Iteration 81Q: 3 clusters Score -9705334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -9705336.000000 Penalty: 3639.797852
	Iteration 82Q: 3 clusters Score -9705336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -9705324.000000 Penalty: 3639.797852
	Iteration 83Q: 3 clusters Score -9705324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9705303.000000 Penalty: 3639.797852
	Iteration 84Q: 3 clusters Score -9705303 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -9705304.000000 Penalty: 3639.797852
	Iteration 85Q: 3 clusters Score -9705304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -9705288.000000 Penalty: 3639.797852
	Iteration 86Q: 3 clusters Score -9705288 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -9705290.000000 Penalty: 3639.797852
	Iteration 87Q: 3 clusters Score -9705290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9705291.000000 Penalty: 3639.797852
	Iteration 88Q: 3 clusters Score -9705291 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -9705292.000000 Penalty: 3639.797852
	Iteration 89Q: 3 clusters Score -9705292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -9705297.000000 Penalty: 3639.797852
	Iteration 90Q: 3 clusters Score -9705297 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -9705284.000000 Penalty: 3639.797852
	Iteration 91Q: 3 clusters Score -9705284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -9705246.000000 Penalty: 3639.797852
	Iteration 92Q: 3 clusters Score -9705246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9705268.000000 Penalty: 3639.797852
	Iteration 93Q: 3 clusters Score -9705268 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -9705287.000000 Penalty: 3639.797852
	Iteration 94Q: 3 clusters Score -9705287 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -9705280.000000 Penalty: 3639.797852
	Iteration 95Q: 3 clusters Score -9705280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -9705286.000000 Penalty: 3639.797852
	Iteration 96Q: 3 clusters Score -9705286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -9705257.000000 Penalty: 3639.797852
	Iteration 97Q: 3 clusters Score -9705257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -9705284.000000 Penalty: 3639.797852
	Iteration 98Q: 3 clusters Score -9705284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -9705279.000000 Penalty: 3639.797852
	Iteration 99Q: 3 clusters Score -9705279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -9705250.000000 Penalty: 3639.797852
	Iteration 100F: 3 clusters Score -9705250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -9705233.000000 Penalty: 3639.797852
	Iteration 101Q: 3 clusters Score -9705233 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -9705241.000000 Penalty: 3639.797852
	Iteration 102Q: 3 clusters Score -9705241 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -9705240.000000 Penalty: 3639.797852
	Iteration 103Q: 3 clusters Score -9705240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -9705257.000000 Penalty: 3639.797852
	Iteration 104Q: 3 clusters Score -9705257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -9705263.000000 Penalty: 3639.797852
	Iteration 105Q: 3 clusters Score -9705263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -9705264.000000 Penalty: 3639.797852
	Iteration 106Q: 3 clusters Score -9705264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -9705270.000000 Penalty: 3639.797852
	Iteration 107Q: 3 clusters Score -9705270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -9705280.000000 Penalty: 3639.797852
	Iteration 108Q: 3 clusters Score -9705280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -9705275.000000 Penalty: 3639.797852
	Iteration 109Q: 3 clusters Score -9705275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -9705280.000000 Penalty: 3639.797852
	Iteration 110Q: 3 clusters Score -9705280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -9705287.000000 Penalty: 3639.797852
	Iteration 111Q: 3 clusters Score -9705287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -9705296.000000 Penalty: 3639.797852
	Iteration 112Q: 3 clusters Score -9705296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -9705308.000000 Penalty: 3639.797852
	Iteration 113Q: 3 clusters Score -9705308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3639.797852
	Iteration 114Q: 3 clusters Score -9705312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -9705311.000000 Penalty: 3639.797852
	Iteration 115Q: 3 clusters Score -9705311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -9705315.000000 Penalty: 3639.797852
	Iteration 116Q: 3 clusters Score -9705315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -9705318.000000 Penalty: 3639.797852
	Iteration 117Q: 3 clusters Score -9705318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -9705313.000000 Penalty: 3639.797852
	Iteration 118Q: 3 clusters Score -9705313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -9705320.000000 Penalty: 3639.797852
	Iteration 119Q: 3 clusters Score -9705320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -9705320.000000 Penalty: 3639.797852
	Iteration 120F: 3 clusters Score -9705320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -9705316.000000 Penalty: 3639.797852
	Iteration 121Q: 3 clusters Score -9705316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3639.797852
	Iteration 122Q: 3 clusters Score -9705312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -9705313.000000 Penalty: 3639.797852
	Iteration 123Q: 3 clusters Score -9705313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3639.797852
	Iteration 124Q: 3 clusters Score -9705312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -9705323.000000 Penalty: 3639.797852
	Iteration 125Q: 3 clusters Score -9705323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -9705327.000000 Penalty: 3639.797852
	Iteration 126Q: 3 clusters Score -9705327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -9705327.000000 Penalty: 3639.797852
	Iteration 127Q: 3 clusters Score -9705327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -9705320.000000 Penalty: 3639.797852
	Iteration 128Q: 3 clusters Score -9705320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -9705318.000000 Penalty: 3639.797852
	Iteration 129Q: 3 clusters Score -9705318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -9705327.000000 Penalty: 3639.797852
	Iteration 130Q: 3 clusters Score -9705327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -9705331.000000 Penalty: 3639.797852
	Iteration 131Q: 3 clusters Score -9705331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -9705329.000000 Penalty: 3639.797852
	Iteration 132Q: 3 clusters Score -9705329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -9705329.000000 Penalty: 3639.797852
	Iteration 133Q: 3 clusters Score -9705329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9705320.000000 Penalty: 3639.797852
	Iteration 134Q: 3 clusters Score -9705320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9705324.000000 Penalty: 3639.797852
	Iteration 135Q: 3 clusters Score -9705324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -9705323.000000 Penalty: 3639.797852
	Iteration 136Q: 3 clusters Score -9705323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -9705308.000000 Penalty: 3639.797852
	Iteration 137Q: 3 clusters Score -9705308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -9705304.000000 Penalty: 3639.797852
	Iteration 138Q: 3 clusters Score -9705304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -9705315.000000 Penalty: 3639.797852
	Iteration 139Q: 3 clusters Score -9705315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -9705317.000000 Penalty: 3639.797852
	Iteration 140F: 3 clusters Score -9705317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3639.797852
	Iteration 141Q: 3 clusters Score -9705312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3639.797852
	Iteration 142F: 3 clusters Score -9705312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -672892.437500 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -672892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -668668.250000 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -668668.2 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -669918.375000 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -669918.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -670136.500000 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -670136.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -670275.375000 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -670275.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -670389.375000 Penalty: 2790.016113
	Iteration 4Q: 3 clusters Score -670389.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -670500.437500 Penalty: 2790.016113
	Iteration 5Q: 3 clusters Score -670500.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -670627.750000 Penalty: 2790.016113
	Iteration 6Q: 3 clusters Score -670627.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -670739.000000 Penalty: 2790.016113
	Iteration 7Q: 3 clusters Score -670739 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -670850.000000 Penalty: 2790.016113
	Iteration 8Q: 3 clusters Score -670850 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -670972.375000 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -670972.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -671099.375000 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -671099.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -671210.375000 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -671210.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -671296.500000 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -671296.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -671377.500000 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -671377.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -671451.375000 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -671451.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -671506.812500 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -671506.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -671550.312500 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -671550.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -671589.500000 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -671589.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -671615.687500 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -671615.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -671639.937500 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -671639.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -671654.875000 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -671654.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -671669.937500 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -671669.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -671681.062500 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -671681.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -671687.125000 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -671687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -671691.312500 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -671691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -671694.500000 Penalty: 2790.016113
	Iteration 25Q: 3 clusters Score -671694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -671698.125000 Penalty: 2790.016113
	Iteration 26Q: 3 clusters Score -671698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -671702.562500 Penalty: 2790.016113
	Iteration 27Q: 3 clusters Score -671702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -671705.312500 Penalty: 2790.016113
	Iteration 28Q: 3 clusters Score -671705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -671709.437500 Penalty: 2790.016113
	Iteration 29Q: 3 clusters Score -671709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -671712.000000 Penalty: 2790.016113
	Iteration 30Q: 3 clusters Score -671712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -671712.812500 Penalty: 2790.016113
	Iteration 31Q: 3 clusters Score -671712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -671713.062500 Penalty: 2790.016113
	Iteration 32Q: 3 clusters Score -671713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -671713.062500 Penalty: 2790.016113
	Iteration 33F: 3 clusters Score -671713.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Entering Unmasked Estep 
Score: -11244490.000000 Penalty: 1844.956421
	Iteration 0F: 2 clusters Score -1.124449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -11190808.000000 Penalty: 3689.912842
	Iteration 0F: 3 clusters Score -1.119081e+07 nChanged 40759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -11214000.000000 Penalty: 3689.912842
	Iteration 1F: 3 clusters Score -1.1214e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -11214359.000000 Penalty: 3689.912842
	Iteration 2Q: 3 clusters Score -1.121436e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -11214829.000000 Penalty: 3689.912842
	Iteration 3Q: 3 clusters Score -1.121483e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -11215303.000000 Penalty: 3689.912842
	Iteration 4Q: 3 clusters Score -1.12153e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -11215910.000000 Penalty: 3689.912842
	Iteration 5Q: 3 clusters Score -1.121591e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -11216538.000000 Penalty: 3689.912842
	Iteration 6Q: 3 clusters Score -1.121654e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -11217277.000000 Penalty: 3689.912842
	Iteration 7Q: 3 clusters Score -1.121728e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -11218135.000000 Penalty: 3689.912842
	Iteration 8Q: 3 clusters Score -1.121814e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -11219126.000000 Penalty: 3689.912842
	Iteration 9Q: 3 clusters Score -1.121913e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -11220078.000000 Penalty: 3689.912842
	Iteration 10Q: 3 clusters Score -1.122008e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -11220961.000000 Penalty: 3689.912842
	Iteration 11Q: 3 clusters Score -1.122096e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -11221878.000000 Penalty: 3689.912842
	Iteration 12Q: 3 clusters Score -1.122188e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -11222919.000000 Penalty: 3689.912842
	Iteration 13Q: 3 clusters Score -1.122292e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -11223918.000000 Penalty: 3689.912842
	Iteration 14Q: 3 clusters Score -1.122392e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -11225138.000000 Penalty: 3689.912842
	Iteration 15Q: 3 clusters Score -1.122514e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -11226637.000000 Penalty: 3689.912842
	Iteration 16Q: 3 clusters Score -1.122664e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -11228452.000000 Penalty: 3689.912842
	Iteration 17Q: 3 clusters Score -1.122845e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -11230723.000000 Penalty: 3689.912842
	Iteration 18F: 3 clusters Score -1.123072e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -11233025.000000 Penalty: 3689.912842
	Iteration 19F: 3 clusters Score -1.123302e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -11235375.000000 Penalty: 3689.912842
	Iteration 20F: 3 clusters Score -1.123538e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -11237572.000000 Penalty: 3689.912842
	Iteration 21Q: 3 clusters Score -1.123757e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -11239113.000000 Penalty: 3689.912842
	Iteration 22Q: 3 clusters Score -1.123911e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -11240372.000000 Penalty: 3689.912842
	Iteration 23Q: 3 clusters Score -1.124037e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -11241205.000000 Penalty: 3689.912842
	Iteration 24Q: 3 clusters Score -1.12412e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -11241838.000000 Penalty: 3689.912842
	Iteration 25Q: 3 clusters Score -1.124184e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -11242180.000000 Penalty: 3689.912842
	Iteration 26Q: 3 clusters Score -1.124218e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -11242432.000000 Penalty: 3689.912842
	Iteration 27Q: 3 clusters Score -1.124243e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11242610.000000 Penalty: 3689.912842
	Iteration 28Q: 3 clusters Score -1.124261e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -11242746.000000 Penalty: 3689.912842
	Iteration 29Q: 3 clusters Score -1.124275e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -11242831.000000 Penalty: 3689.912842
	Iteration 30Q: 3 clusters Score -1.124283e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -11242907.000000 Penalty: 3689.912842
	Iteration 31Q: 3 clusters Score -1.124291e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -11242996.000000 Penalty: 3689.912842
	Iteration 32Q: 3 clusters Score -1.1243e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -11243042.000000 Penalty: 3689.912842
	Iteration 33Q: 3 clusters Score -1.124304e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -11243076.000000 Penalty: 3689.912842
	Iteration 34Q: 3 clusters Score -1.124308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -11243087.000000 Penalty: 3689.912842
	Iteration 35Q: 3 clusters Score -1.124309e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -11243112.000000 Penalty: 3689.912842
	Iteration 36Q: 3 clusters Score -1.124311e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -11243116.000000 Penalty: 3689.912842
	Iteration 37Q: 3 clusters Score -1.124312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -11243124.000000 Penalty: 3689.912842
	Iteration 38Q: 3 clusters Score -1.124312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -11243123.000000 Penalty: 3689.912842
	Iteration 39Q: 3 clusters Score -1.124312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -11243122.000000 Penalty: 3689.912842
	Iteration 40F: 3 clusters Score -1.124312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -11243124.000000 Penalty: 3689.912842
	Iteration 41Q: 3 clusters Score -1.124312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -11243137.000000 Penalty: 3689.912842
	Iteration 42Q: 3 clusters Score -1.124314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -11243145.000000 Penalty: 3689.912842
	Iteration 43Q: 3 clusters Score -1.124314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -11243145.000000 Penalty: 3689.912842
	Iteration 44Q: 3 clusters Score -1.124314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -11243141.000000 Penalty: 3689.912842
	Iteration 45Q: 3 clusters Score -1.124314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -11243156.000000 Penalty: 3689.912842
	Iteration 46Q: 3 clusters Score -1.124316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -11243162.000000 Penalty: 3689.912842
	Iteration 47Q: 3 clusters Score -1.124316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -11243163.000000 Penalty: 3689.912842
	Iteration 48Q: 3 clusters Score -1.124316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -11243178.000000 Penalty: 3689.912842
	Iteration 49Q: 3 clusters Score -1.124318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -11243175.000000 Penalty: 3689.912842
	Iteration 50Q: 3 clusters Score -1.124318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -11243171.000000 Penalty: 3689.912842
	Iteration 51Q: 3 clusters Score -1.124317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -11243175.000000 Penalty: 3689.912842
	Iteration 52Q: 3 clusters Score -1.124318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -11243173.000000 Penalty: 3689.912842
	Iteration 53Q: 3 clusters Score -1.124317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -11243171.000000 Penalty: 3689.912842
	Iteration 54Q: 3 clusters Score -1.124317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -11243172.000000 Penalty: 3689.912842
	Iteration 55Q: 3 clusters Score -1.124317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -11243176.000000 Penalty: 3689.912842
	Iteration 56Q: 3 clusters Score -1.124318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -11243175.000000 Penalty: 3689.912842
	Iteration 57Q: 3 clusters Score -1.124318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -11243170.000000 Penalty: 3689.912842
	Iteration 58Q: 3 clusters Score -1.124317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -11243170.000000 Penalty: 3689.912842
	Iteration 59F: 3 clusters Score -1.124317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Entering Unmasked Estep 
Score: -3504727.000000 Penalty: 1661.625732
	Iteration 0F: 2 clusters Score -3504727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3486156.750000 Penalty: 3323.251465
	Iteration 0F: 3 clusters Score -3486157 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3493188.000000 Penalty: 3323.251465
	Iteration 1F: 3 clusters Score -3493188 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3493758.500000 Penalty: 3323.251465
	Iteration 2F: 3 clusters Score -3493758 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3494356.750000 Penalty: 3323.251465
	Iteration 3F: 3 clusters Score -3494357 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3494927.750000 Penalty: 3323.251465
	Iteration 4F: 3 clusters Score -3494928 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3495515.750000 Penalty: 3323.251465
	Iteration 5Q: 3 clusters Score -3495516 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3496102.750000 Penalty: 3323.251465
	Iteration 6Q: 3 clusters Score -3496103 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3496816.000000 Penalty: 3323.251465
	Iteration 7Q: 3 clusters Score -3496816 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3497523.250000 Penalty: 3323.251465
	Iteration 8Q: 3 clusters Score -3497523 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3498301.250000 Penalty: 3323.251465
	Iteration 9Q: 3 clusters Score -3498301 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3499044.500000 Penalty: 3323.251465
	Iteration 10Q: 3 clusters Score -3499044 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3499619.500000 Penalty: 3323.251465
	Iteration 11Q: 3 clusters Score -3499620 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3499986.250000 Penalty: 3323.251465
	Iteration 12Q: 3 clusters Score -3499986 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3500176.000000 Penalty: 3323.251465
	Iteration 13Q: 3 clusters Score -3500176 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3500339.500000 Penalty: 3323.251465
	Iteration 14Q: 3 clusters Score -3500340 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3500467.750000 Penalty: 3323.251465
	Iteration 15Q: 3 clusters Score -3500468 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3500605.250000 Penalty: 3323.251465
	Iteration 16Q: 3 clusters Score -3500605 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3500724.250000 Penalty: 3323.251465
	Iteration 17Q: 3 clusters Score -3500724 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3500865.500000 Penalty: 3323.251465
	Iteration 18Q: 3 clusters Score -3500866 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3501017.000000 Penalty: 3323.251465
	Iteration 19Q: 3 clusters Score -3501017 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3501160.500000 Penalty: 3323.251465
	Iteration 20F: 3 clusters Score -3501160 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3501317.750000 Penalty: 3323.251465
	Iteration 21Q: 3 clusters Score -3501318 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3501479.750000 Penalty: 3323.251465
	Iteration 22Q: 3 clusters Score -3501480 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3501613.250000 Penalty: 3323.251465
	Iteration 23Q: 3 clusters Score -3501613 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3501740.250000 Penalty: 3323.251465
	Iteration 24Q: 3 clusters Score -3501740 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3501881.250000 Penalty: 3323.251465
	Iteration 25Q: 3 clusters Score -3501881 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3502030.000000 Penalty: 3323.251465
	Iteration 26Q: 3 clusters Score -3502030 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3502156.500000 Penalty: 3323.251465
	Iteration 27Q: 3 clusters Score -3502156 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3502307.000000 Penalty: 3323.251465
	Iteration 28Q: 3 clusters Score -3502307 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3502407.000000 Penalty: 3323.251465
	Iteration 29Q: 3 clusters Score -3502407 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3502496.500000 Penalty: 3323.251465
	Iteration 30Q: 3 clusters Score -3502496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3502569.750000 Penalty: 3323.251465
	Iteration 31Q: 3 clusters Score -3502570 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3502693.750000 Penalty: 3323.251465
	Iteration 32Q: 3 clusters Score -3502694 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3502813.250000 Penalty: 3323.251465
	Iteration 33Q: 3 clusters Score -3502813 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3502915.500000 Penalty: 3323.251465
	Iteration 34Q: 3 clusters Score -3502916 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3503011.000000 Penalty: 3323.251465
	Iteration 35Q: 3 clusters Score -3503011 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3503109.500000 Penalty: 3323.251465
	Iteration 36Q: 3 clusters Score -3503110 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3503212.500000 Penalty: 3323.251465
	Iteration 37Q: 3 clusters Score -3503212 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3503303.500000 Penalty: 3323.251465
	Iteration 38Q: 3 clusters Score -3503304 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3503358.500000 Penalty: 3323.251465
	Iteration 39Q: 3 clusters Score -3503358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3503454.250000 Penalty: 3323.251465
	Iteration 40F: 3 clusters Score -3503454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3503566.500000 Penalty: 3323.251465
	Iteration 41Q: 3 clusters Score -3503566 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3503694.000000 Penalty: 3323.251465
	Iteration 42Q: 3 clusters Score -3503694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3503827.500000 Penalty: 3323.251465
	Iteration 43Q: 3 clusters Score -3503828 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3503951.500000 Penalty: 3323.251465
	Iteration 44Q: 3 clusters Score -3503952 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3504041.000000 Penalty: 3323.251465
	Iteration 45Q: 3 clusters Score -3504041 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3504102.250000 Penalty: 3323.251465
	Iteration 46Q: 3 clusters Score -3504102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3504129.250000 Penalty: 3323.251465
	Iteration 47Q: 3 clusters Score -3504129 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3504149.750000 Penalty: 3323.251465
	Iteration 48Q: 3 clusters Score -3504150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3504165.750000 Penalty: 3323.251465
	Iteration 49Q: 3 clusters Score -3504166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3504165.500000 Penalty: 3323.251465
	Iteration 50Q: 3 clusters Score -3504166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3504182.750000 Penalty: 3323.251465
	Iteration 51Q: 3 clusters Score -3504183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3504181.750000 Penalty: 3323.251465
	Iteration 52Q: 3 clusters Score -3504182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3504206.500000 Penalty: 3323.251465
	Iteration 53Q: 3 clusters Score -3504206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3504204.000000 Penalty: 3323.251465
	Iteration 54Q: 3 clusters Score -3504204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3504212.000000 Penalty: 3323.251465
	Iteration 55Q: 3 clusters Score -3504212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3504207.500000 Penalty: 3323.251465
	Iteration 56Q: 3 clusters Score -3504208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3504207.250000 Penalty: 3323.251465
	Iteration 57Q: 3 clusters Score -3504207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3504209.250000 Penalty: 3323.251465
	Iteration 58Q: 3 clusters Score -3504209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3504208.000000 Penalty: 3323.251465
	Iteration 59Q: 3 clusters Score -3504208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3504206.750000 Penalty: 3323.251465
	Iteration 60F: 3 clusters Score -3504207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3504205.000000 Penalty: 3323.251465
	Iteration 61Q: 3 clusters Score -3504205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3504203.000000 Penalty: 3323.251465
	Iteration 62Q: 3 clusters Score -3504203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3504205.250000 Penalty: 3323.251465
	Iteration 63Q: 3 clusters Score -3504205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3504201.750000 Penalty: 3323.251465
	Iteration 64Q: 3 clusters Score -3504202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3504201.750000 Penalty: 3323.251465
	Iteration 65F: 3 clusters Score -3504202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -639411.937500 Penalty: 1394.399414
	Iteration 0F: 2 clusters Score -639411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -635220.625000 Penalty: 2788.798828
	Iteration 0F: 3 clusters Score -635220.6 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -636561.875000 Penalty: 2788.798828
	Iteration 1F: 3 clusters Score -636561.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -636875.562500 Penalty: 2788.798828
	Iteration 2F: 3 clusters Score -636875.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -637092.500000 Penalty: 2788.798828
	Iteration 3F: 3 clusters Score -637092.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -637267.312500 Penalty: 2788.798828
	Iteration 4F: 3 clusters Score -637267.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -637396.875000 Penalty: 2788.798828
	Iteration 5Q: 3 clusters Score -637396.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -637539.250000 Penalty: 2788.798828
	Iteration 6Q: 3 clusters Score -637539.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -637674.625000 Penalty: 2788.798828
	Iteration 7Q: 3 clusters Score -637674.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -637794.125000 Penalty: 2788.798828
	Iteration 8Q: 3 clusters Score -637794.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -637896.750000 Penalty: 2788.798828
	Iteration 9Q: 3 clusters Score -637896.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -638029.375000 Penalty: 2788.798828
	Iteration 10Q: 3 clusters Score -638029.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -638163.625000 Penalty: 2788.798828
	Iteration 11Q: 3 clusters Score -638163.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -638258.937500 Penalty: 2788.798828
	Iteration 12Q: 3 clusters Score -638258.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -638347.125000 Penalty: 2788.798828
	Iteration 13Q: 3 clusters Score -638347.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -638436.937500 Penalty: 2788.798828
	Iteration 14Q: 3 clusters Score -638436.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -638506.562500 Penalty: 2788.798828
	Iteration 15Q: 3 clusters Score -638506.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -638546.687500 Penalty: 2788.798828
	Iteration 16Q: 3 clusters Score -638546.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -638589.187500 Penalty: 2788.798828
	Iteration 17Q: 3 clusters Score -638589.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -638620.687500 Penalty: 2788.798828
	Iteration 18Q: 3 clusters Score -638620.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -638647.375000 Penalty: 2788.798828
	Iteration 19Q: 3 clusters Score -638647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -638665.625000 Penalty: 2788.798828
	Iteration 20F: 3 clusters Score -638665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -638674.375000 Penalty: 2788.798828
	Iteration 21Q: 3 clusters Score -638674.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -638679.812500 Penalty: 2788.798828
	Iteration 22Q: 3 clusters Score -638679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -638681.937500 Penalty: 2788.798828
	Iteration 23Q: 3 clusters Score -638681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -638685.062500 Penalty: 2788.798828
	Iteration 24Q: 3 clusters Score -638685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -638686.562500 Penalty: 2788.798828
	Iteration 25Q: 3 clusters Score -638686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -638688.625000 Penalty: 2788.798828
	Iteration 26Q: 3 clusters Score -638688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -638688.812500 Penalty: 2788.798828
	Iteration 27Q: 3 clusters Score -638688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -638690.312500 Penalty: 2788.798828
	Iteration 28Q: 3 clusters Score -638690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -638691.062500 Penalty: 2788.798828
	Iteration 29Q: 3 clusters Score -638691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -638691.062500 Penalty: 2788.798828
	Iteration 30F: 3 clusters Score -638691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Entering Unmasked Estep 
Score: -1312139.000000 Penalty: 1496.550293
	Iteration 0F: 2 clusters Score -1312139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1304962.750000 Penalty: 2993.100586
	Iteration 0F: 3 clusters Score -1304963 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1307225.625000 Penalty: 2993.100586
	Iteration 1F: 3 clusters Score -1307226 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1307457.875000 Penalty: 2993.100586
	Iteration 2F: 3 clusters Score -1307458 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1307641.500000 Penalty: 2993.100586
	Iteration 3Q: 3 clusters Score -1307642 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1307817.250000 Penalty: 2993.100586
	Iteration 4Q: 3 clusters Score -1307817 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1307990.000000 Penalty: 2993.100586
	Iteration 5Q: 3 clusters Score -1307990 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1308174.750000 Penalty: 2993.100586
	Iteration 6Q: 3 clusters Score -1308175 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1308365.375000 Penalty: 2993.100586
	Iteration 7Q: 3 clusters Score -1308365 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1308532.000000 Penalty: 2993.100586
	Iteration 8Q: 3 clusters Score -1308532 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1308683.000000 Penalty: 2993.100586
	Iteration 9Q: 3 clusters Score -1308683 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1308852.375000 Penalty: 2993.100586
	Iteration 10Q: 3 clusters Score -1308852 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1309059.000000 Penalty: 2993.100586
	Iteration 11Q: 3 clusters Score -1309059 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1309347.250000 Penalty: 2993.100586
	Iteration 12Q: 3 clusters Score -1309347 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1309694.750000 Penalty: 2993.100586
	Iteration 13Q: 3 clusters Score -1309695 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1310027.500000 Penalty: 2993.100586
	Iteration 14Q: 3 clusters Score -1310028 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1310324.750000 Penalty: 2993.100586
	Iteration 15Q: 3 clusters Score -1310325 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1310564.125000 Penalty: 2993.100586
	Iteration 16Q: 3 clusters Score -1310564 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1310700.250000 Penalty: 2993.100586
	Iteration 17Q: 3 clusters Score -1310700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1310776.750000 Penalty: 2993.100586
	Iteration 18Q: 3 clusters Score -1310777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1310823.750000 Penalty: 2993.100586
	Iteration 19Q: 3 clusters Score -1310824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1310865.250000 Penalty: 2993.100586
	Iteration 20F: 3 clusters Score -1310865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1310895.625000 Penalty: 2993.100586
	Iteration 21Q: 3 clusters Score -1310896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1310914.125000 Penalty: 2993.100586
	Iteration 22Q: 3 clusters Score -1310914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1310927.500000 Penalty: 2993.100586
	Iteration 23Q: 3 clusters Score -1310928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1310930.750000 Penalty: 2993.100586
	Iteration 24Q: 3 clusters Score -1310931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1310933.750000 Penalty: 2993.100586
	Iteration 25Q: 3 clusters Score -1310934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1310940.500000 Penalty: 2993.100586
	Iteration 26Q: 3 clusters Score -1310940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1310948.125000 Penalty: 2993.100586
	Iteration 27Q: 3 clusters Score -1310948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1310953.375000 Penalty: 2993.100586
	Iteration 28Q: 3 clusters Score -1310953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1310953.500000 Penalty: 2993.100586
	Iteration 29Q: 3 clusters Score -1310954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1310958.250000 Penalty: 2993.100586
	Iteration 30Q: 3 clusters Score -1310958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1310966.125000 Penalty: 2993.100586
	Iteration 31Q: 3 clusters Score -1310966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1310970.000000 Penalty: 2993.100586
	Iteration 32Q: 3 clusters Score -1310970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1310969.625000 Penalty: 2993.100586
	Iteration 33Q: 3 clusters Score -1310970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1310973.500000 Penalty: 2993.100586
	Iteration 34Q: 3 clusters Score -1310974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1310975.750000 Penalty: 2993.100586
	Iteration 35Q: 3 clusters Score -1310976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1310976.250000 Penalty: 2993.100586
	Iteration 36Q: 3 clusters Score -1310976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1310976.625000 Penalty: 2993.100586
	Iteration 37Q: 3 clusters Score -1310977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1310975.250000 Penalty: 2993.100586
	Iteration 38Q: 3 clusters Score -1310975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1310975.250000 Penalty: 2993.100586
	Iteration 39F: 3 clusters Score -1310975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Entering Unmasked Estep 
Score: -634232.937500 Penalty: 1389.791138
	Iteration 0F: 2 clusters Score -634232.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -630121.937500 Penalty: 2779.582275
	Iteration 0F: 3 clusters Score -630121.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -631217.062500 Penalty: 2779.582275
	Iteration 1F: 3 clusters Score -631217.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -631456.125000 Penalty: 2779.582275
	Iteration 2F: 3 clusters Score -631456.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -631616.750000 Penalty: 2779.582275
	Iteration 3F: 3 clusters Score -631616.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -631723.437500 Penalty: 2779.582275
	Iteration 4Q: 3 clusters Score -631723.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -631803.312500 Penalty: 2779.582275
	Iteration 5Q: 3 clusters Score -631803.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -631881.500000 Penalty: 2779.582275
	Iteration 6Q: 3 clusters Score -631881.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -631959.625000 Penalty: 2779.582275
	Iteration 7Q: 3 clusters Score -631959.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -632021.562500 Penalty: 2779.582275
	Iteration 8Q: 3 clusters Score -632021.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -632080.375000 Penalty: 2779.582275
	Iteration 9Q: 3 clusters Score -632080.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -632146.562500 Penalty: 2779.582275
	Iteration 10Q: 3 clusters Score -632146.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -632202.312500 Penalty: 2779.582275
	Iteration 11Q: 3 clusters Score -632202.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -632254.375000 Penalty: 2779.582275
	Iteration 12Q: 3 clusters Score -632254.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -632305.687500 Penalty: 2779.582275
	Iteration 13Q: 3 clusters Score -632305.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -632353.437500 Penalty: 2779.582275
	Iteration 14Q: 3 clusters Score -632353.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -632394.250000 Penalty: 2779.582275
	Iteration 15Q: 3 clusters Score -632394.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -632431.750000 Penalty: 2779.582275
	Iteration 16Q: 3 clusters Score -632431.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -632483.937500 Penalty: 2779.582275
	Iteration 17Q: 3 clusters Score -632483.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -632535.312500 Penalty: 2779.582275
	Iteration 18Q: 3 clusters Score -632535.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -632579.750000 Penalty: 2779.582275
	Iteration 19Q: 3 clusters Score -632579.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -632628.437500 Penalty: 2779.582275
	Iteration 20F: 3 clusters Score -632628.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -632689.562500 Penalty: 2779.582275
	Iteration 21Q: 3 clusters Score -632689.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -632735.812500 Penalty: 2779.582275
	Iteration 22Q: 3 clusters Score -632735.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -632778.562500 Penalty: 2779.582275
	Iteration 23Q: 3 clusters Score -632778.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -632822.375000 Penalty: 2779.582275
	Iteration 24Q: 3 clusters Score -632822.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -632872.375000 Penalty: 2779.582275
	Iteration 25Q: 3 clusters Score -632872.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -632915.687500 Penalty: 2779.582275
	Iteration 26Q: 3 clusters Score -632915.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -632952.562500 Penalty: 2779.582275
	Iteration 27Q: 3 clusters Score -632952.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -632991.625000 Penalty: 2779.582275
	Iteration 28Q: 3 clusters Score -632991.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -633013.375000 Penalty: 2779.582275
	Iteration 29Q: 3 clusters Score -633013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -633027.187500 Penalty: 2779.582275
	Iteration 30Q: 3 clusters Score -633027.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -633035.500000 Penalty: 2779.582275
	Iteration 31Q: 3 clusters Score -633035.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -633044.812500 Penalty: 2779.582275
	Iteration 32Q: 3 clusters Score -633044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -633048.250000 Penalty: 2779.582275
	Iteration 33Q: 3 clusters Score -633048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -633051.375000 Penalty: 2779.582275
	Iteration 34Q: 3 clusters Score -633051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -633054.250000 Penalty: 2779.582275
	Iteration 35Q: 3 clusters Score -633054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -633057.562500 Penalty: 2779.582275
	Iteration 36Q: 3 clusters Score -633057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -633060.812500 Penalty: 2779.582275
	Iteration 37Q: 3 clusters Score -633060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -633065.312500 Penalty: 2779.582275
	Iteration 38Q: 3 clusters Score -633065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -633067.125000 Penalty: 2779.582275
	Iteration 39Q: 3 clusters Score -633067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -633069.812500 Penalty: 2779.582275
	Iteration 40F: 3 clusters Score -633069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -633069.875000 Penalty: 2779.582275
	Iteration 41Q: 3 clusters Score -633069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -633070.125000 Penalty: 2779.582275
	Iteration 42Q: 3 clusters Score -633070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -633070.125000 Penalty: 2779.582275
	Iteration 43F: 3 clusters Score -633070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -879485.375000 Penalty: 1431.602783
	Iteration 0F: 2 clusters Score -879485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -874407.125000 Penalty: 2863.205566
	Iteration 0F: 3 clusters Score -874407.1 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -875834.500000 Penalty: 2863.205566
	Iteration 1F: 3 clusters Score -875834.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -876011.562500 Penalty: 2863.205566
	Iteration 2F: 3 clusters Score -876011.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -876147.125000 Penalty: 2863.205566
	Iteration 3Q: 3 clusters Score -876147.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -876240.500000 Penalty: 2863.205566
	Iteration 4Q: 3 clusters Score -876240.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -876313.812500 Penalty: 2863.205566
	Iteration 5Q: 3 clusters Score -876313.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -876376.375000 Penalty: 2863.205566
	Iteration 6Q: 3 clusters Score -876376.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -876418.125000 Penalty: 2863.205566
	Iteration 7Q: 3 clusters Score -876418.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -876462.312500 Penalty: 2863.205566
	Iteration 8Q: 3 clusters Score -876462.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -876496.625000 Penalty: 2863.205566
	Iteration 9Q: 3 clusters Score -876496.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -876534.250000 Penalty: 2863.205566
	Iteration 10Q: 3 clusters Score -876534.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -876569.250000 Penalty: 2863.205566
	Iteration 11Q: 3 clusters Score -876569.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -876604.812500 Penalty: 2863.205566
	Iteration 12Q: 3 clusters Score -876604.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -876647.250000 Penalty: 2863.205566
	Iteration 13Q: 3 clusters Score -876647.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -876710.125000 Penalty: 2863.205566
	Iteration 14Q: 3 clusters Score -876710.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -876793.562500 Penalty: 2863.205566
	Iteration 15Q: 3 clusters Score -876793.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -876882.562500 Penalty: 2863.205566
	Iteration 16Q: 3 clusters Score -876882.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -876984.437500 Penalty: 2863.205566
	Iteration 17Q: 3 clusters Score -876984.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -877093.250000 Penalty: 2863.205566
	Iteration 18Q: 3 clusters Score -877093.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -877229.250000 Penalty: 2863.205566
	Iteration 19Q: 3 clusters Score -877229.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -877404.125000 Penalty: 2863.205566
	Iteration 20F: 3 clusters Score -877404.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -877569.125000 Penalty: 2863.205566
	Iteration 21Q: 3 clusters Score -877569.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -877711.500000 Penalty: 2863.205566
	Iteration 22Q: 3 clusters Score -877711.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -877823.187500 Penalty: 2863.205566
	Iteration 23Q: 3 clusters Score -877823.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -877921.000000 Penalty: 2863.205566
	Iteration 24Q: 3 clusters Score -877921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -877994.562500 Penalty: 2863.205566
	Iteration 25Q: 3 clusters Score -877994.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -878062.000000 Penalty: 2863.205566
	Iteration 26Q: 3 clusters Score -878062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -878113.687500 Penalty: 2863.205566
	Iteration 27Q: 3 clusters Score -878113.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -878150.812500 Penalty: 2863.205566
	Iteration 28Q: 3 clusters Score -878150.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -878174.375000 Penalty: 2863.205566
	Iteration 29Q: 3 clusters Score -878174.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -878185.312500 Penalty: 2863.205566
	Iteration 30Q: 3 clusters Score -878185.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -878192.000000 Penalty: 2863.205566
	Iteration 31Q: 3 clusters Score -878192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -878193.625000 Penalty: 2863.205566
	Iteration 32Q: 3 clusters Score -878193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -878193.625000 Penalty: 2863.205566
	Iteration 33F: 3 clusters Score -878193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Entering Unmasked Estep 
Score: -609805.875000 Penalty: 1376.084595
	Iteration 0F: 2 clusters Score -609805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -605998.500000 Penalty: 2752.169189
	Iteration 0F: 3 clusters Score -605998.5 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -607159.250000 Penalty: 2752.169189
	Iteration 1F: 3 clusters Score -607159.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -607427.625000 Penalty: 2752.169189
	Iteration 2F: 3 clusters Score -607427.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -607670.687500 Penalty: 2752.169189
	Iteration 3F: 3 clusters Score -607670.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -607904.187500 Penalty: 2752.169189
	Iteration 4F: 3 clusters Score -607904.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -608099.687500 Penalty: 2752.169189
	Iteration 5F: 3 clusters Score -608099.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -608249.437500 Penalty: 2752.169189
	Iteration 6Q: 3 clusters Score -608249.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -608337.812500 Penalty: 2752.169189
	Iteration 7Q: 3 clusters Score -608337.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -608394.125000 Penalty: 2752.169189
	Iteration 8Q: 3 clusters Score -608394.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -608441.500000 Penalty: 2752.169189
	Iteration 9Q: 3 clusters Score -608441.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -608469.625000 Penalty: 2752.169189
	Iteration 10Q: 3 clusters Score -608469.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -608488.312500 Penalty: 2752.169189
	Iteration 11Q: 3 clusters Score -608488.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -608503.500000 Penalty: 2752.169189
	Iteration 12Q: 3 clusters Score -608503.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -608515.562500 Penalty: 2752.169189
	Iteration 13Q: 3 clusters Score -608515.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -608528.375000 Penalty: 2752.169189
	Iteration 14Q: 3 clusters Score -608528.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -608539.375000 Penalty: 2752.169189
	Iteration 15Q: 3 clusters Score -608539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -608550.750000 Penalty: 2752.169189
	Iteration 16Q: 3 clusters Score -608550.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -608556.375000 Penalty: 2752.169189
	Iteration 17Q: 3 clusters Score -608556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -608562.062500 Penalty: 2752.169189
	Iteration 18Q: 3 clusters Score -608562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -608565.562500 Penalty: 2752.169189
	Iteration 19Q: 3 clusters Score -608565.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -608568.937500 Penalty: 2752.169189
	Iteration 20F: 3 clusters Score -608568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -608572.375000 Penalty: 2752.169189
	Iteration 21Q: 3 clusters Score -608572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -608573.687500 Penalty: 2752.169189
	Iteration 22Q: 3 clusters Score -608573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -608579.375000 Penalty: 2752.169189
	Iteration 23Q: 3 clusters Score -608579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -608584.437500 Penalty: 2752.169189
	Iteration 24Q: 3 clusters Score -608584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -608587.812500 Penalty: 2752.169189
	Iteration 25Q: 3 clusters Score -608587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -608589.875000 Penalty: 2752.169189
	Iteration 26Q: 3 clusters Score -608589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -608590.875000 Penalty: 2752.169189
	Iteration 27Q: 3 clusters Score -608590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -608592.312500 Penalty: 2752.169189
	Iteration 28Q: 3 clusters Score -608592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -608594.000000 Penalty: 2752.169189
	Iteration 29Q: 3 clusters Score -608594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -608594.375000 Penalty: 2752.169189
	Iteration 30Q: 3 clusters Score -608594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -608597.250000 Penalty: 2752.169189
	Iteration 31Q: 3 clusters Score -608597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -608598.687500 Penalty: 2752.169189
	Iteration 32Q: 3 clusters Score -608598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -608599.750000 Penalty: 2752.169189
	Iteration 33Q: 3 clusters Score -608599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -608600.687500 Penalty: 2752.169189
	Iteration 34Q: 3 clusters Score -608600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -608599.875000 Penalty: 2752.169189
	Iteration 35Q: 3 clusters Score -608599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -608599.875000 Penalty: 2752.169189
	Iteration 36F: 3 clusters Score -608599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7582.779785 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7582.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7650.358887 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7650.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7693.643555 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7693.644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7714.803711 Penalty: 1499.914185
	Iteration 3Q: 3 clusters Score -7714.804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7714.803711 Penalty: 1499.914185
	Iteration 4F: 3 clusters Score -7714.804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -367789.093750 Penalty: 1287.544067
	Iteration 0F: 2 clusters Score -367789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -365202.156250 Penalty: 2575.088135
	Iteration 0F: 3 clusters Score -365202.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -365812.593750 Penalty: 2575.088135
	Iteration 1F: 3 clusters Score -365812.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -365898.312500 Penalty: 2575.088135
	Iteration 2F: 3 clusters Score -365898.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -365940.718750 Penalty: 2575.088135
	Iteration 3Q: 3 clusters Score -365940.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -365979.156250 Penalty: 2575.088135
	Iteration 4Q: 3 clusters Score -365979.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -366007.750000 Penalty: 2575.088135
	Iteration 5Q: 3 clusters Score -366007.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -366035.968750 Penalty: 2575.088135
	Iteration 6Q: 3 clusters Score -366036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -366062.343750 Penalty: 2575.088135
	Iteration 7Q: 3 clusters Score -366062.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366088.312500 Penalty: 2575.088135
	Iteration 8Q: 3 clusters Score -366088.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -366110.406250 Penalty: 2575.088135
	Iteration 9Q: 3 clusters Score -366110.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -366124.781250 Penalty: 2575.088135
	Iteration 10Q: 3 clusters Score -366124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -366129.687500 Penalty: 2575.088135
	Iteration 11Q: 3 clusters Score -366129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -366133.718750 Penalty: 2575.088135
	Iteration 12Q: 3 clusters Score -366133.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -366138.906250 Penalty: 2575.088135
	Iteration 13Q: 3 clusters Score -366138.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -366143.281250 Penalty: 2575.088135
	Iteration 14Q: 3 clusters Score -366143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -366144.875000 Penalty: 2575.088135
	Iteration 15Q: 3 clusters Score -366144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -366147.468750 Penalty: 2575.088135
	Iteration 16Q: 3 clusters Score -366147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -366151.093750 Penalty: 2575.088135
	Iteration 17Q: 3 clusters Score -366151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -366153.468750 Penalty: 2575.088135
	Iteration 18Q: 3 clusters Score -366153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -366157.000000 Penalty: 2575.088135
	Iteration 19Q: 3 clusters Score -366157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -366158.718750 Penalty: 2575.088135
	Iteration 20F: 3 clusters Score -366158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -366161.687500 Penalty: 2575.088135
	Iteration 21Q: 3 clusters Score -366161.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -366166.437500 Penalty: 2575.088135
	Iteration 22Q: 3 clusters Score -366166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -366168.531250 Penalty: 2575.088135
	Iteration 23Q: 3 clusters Score -366168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -366171.593750 Penalty: 2575.088135
	Iteration 24Q: 3 clusters Score -366171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -366174.093750 Penalty: 2575.088135
	Iteration 25Q: 3 clusters Score -366174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -366177.843750 Penalty: 2575.088135
	Iteration 26Q: 3 clusters Score -366177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -366179.093750 Penalty: 2575.088135
	Iteration 27Q: 3 clusters Score -366179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -366182.562500 Penalty: 2575.088135
	Iteration 28Q: 3 clusters Score -366182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -366187.468750 Penalty: 2575.088135
	Iteration 29Q: 3 clusters Score -366187.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -366194.687500 Penalty: 2575.088135
	Iteration 30Q: 3 clusters Score -366194.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -366199.343750 Penalty: 2575.088135
	Iteration 31Q: 3 clusters Score -366199.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -366201.468750 Penalty: 2575.088135
	Iteration 32Q: 3 clusters Score -366201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -366203.625000 Penalty: 2575.088135
	Iteration 33Q: 3 clusters Score -366203.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -366207.281250 Penalty: 2575.088135
	Iteration 34Q: 3 clusters Score -366207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -366211.593750 Penalty: 2575.088135
	Iteration 35Q: 3 clusters Score -366211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -366218.031250 Penalty: 2575.088135
	Iteration 36Q: 3 clusters Score -366218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -366222.187500 Penalty: 2575.088135
	Iteration 37Q: 3 clusters Score -366222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -366225.281250 Penalty: 2575.088135
	Iteration 38Q: 3 clusters Score -366225.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -366228.531250 Penalty: 2575.088135
	Iteration 39Q: 3 clusters Score -366228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -366232.000000 Penalty: 2575.088135
	Iteration 40F: 3 clusters Score -366232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -366235.531250 Penalty: 2575.088135
	Iteration 41Q: 3 clusters Score -366235.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -366242.968750 Penalty: 2575.088135
	Iteration 42Q: 3 clusters Score -366243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -366253.343750 Penalty: 2575.088135
	Iteration 43Q: 3 clusters Score -366253.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -366263.718750 Penalty: 2575.088135
	Iteration 44Q: 3 clusters Score -366263.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -366271.125000 Penalty: 2575.088135
	Iteration 45Q: 3 clusters Score -366271.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -366280.250000 Penalty: 2575.088135
	Iteration 46Q: 3 clusters Score -366280.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -366289.375000 Penalty: 2575.088135
	Iteration 47Q: 3 clusters Score -366289.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -366301.406250 Penalty: 2575.088135
	Iteration 48Q: 3 clusters Score -366301.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -366312.500000 Penalty: 2575.088135
	Iteration 49Q: 3 clusters Score -366312.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -366325.281250 Penalty: 2575.088135
	Iteration 50Q: 3 clusters Score -366325.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -366338.343750 Penalty: 2575.088135
	Iteration 51Q: 3 clusters Score -366338.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -366354.968750 Penalty: 2575.088135
	Iteration 52Q: 3 clusters Score -366355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -366375.437500 Penalty: 2575.088135
	Iteration 53Q: 3 clusters Score -366375.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -366389.312500 Penalty: 2575.088135
	Iteration 54Q: 3 clusters Score -366389.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -366409.781250 Penalty: 2575.088135
	Iteration 55Q: 3 clusters Score -366409.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -366428.406250 Penalty: 2575.088135
	Iteration 56Q: 3 clusters Score -366428.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -366442.437500 Penalty: 2575.088135
	Iteration 57Q: 3 clusters Score -366442.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -366458.125000 Penalty: 2575.088135
	Iteration 58Q: 3 clusters Score -366458.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -366469.718750 Penalty: 2575.088135
	Iteration 59Q: 3 clusters Score -366469.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -366477.812500 Penalty: 2575.088135
	Iteration 60F: 3 clusters Score -366477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -366484.343750 Penalty: 2575.088135
	Iteration 61Q: 3 clusters Score -366484.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -366491.218750 Penalty: 2575.088135
	Iteration 62Q: 3 clusters Score -366491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -366498.656250 Penalty: 2575.088135
	Iteration 63Q: 3 clusters Score -366498.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -366510.968750 Penalty: 2575.088135
	Iteration 64Q: 3 clusters Score -366511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -366531.406250 Penalty: 2575.088135
	Iteration 65Q: 3 clusters Score -366531.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -366552.312500 Penalty: 2575.088135
	Iteration 66Q: 3 clusters Score -366552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -366566.593750 Penalty: 2575.088135
	Iteration 67Q: 3 clusters Score -366566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -366579.218750 Penalty: 2575.088135
	Iteration 68Q: 3 clusters Score -366579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -366594.718750 Penalty: 2575.088135
	Iteration 69Q: 3 clusters Score -366594.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -366607.218750 Penalty: 2575.088135
	Iteration 70Q: 3 clusters Score -366607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -366612.500000 Penalty: 2575.088135
	Iteration 71Q: 3 clusters Score -366612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -366618.406250 Penalty: 2575.088135
	Iteration 72Q: 3 clusters Score -366618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -366621.312500 Penalty: 2575.088135
	Iteration 73Q: 3 clusters Score -366621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -366625.812500 Penalty: 2575.088135
	Iteration 74Q: 3 clusters Score -366625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -366628.843750 Penalty: 2575.088135
	Iteration 75Q: 3 clusters Score -366628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -366632.687500 Penalty: 2575.088135
	Iteration 76Q: 3 clusters Score -366632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -366635.312500 Penalty: 2575.088135
	Iteration 77Q: 3 clusters Score -366635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -366637.500000 Penalty: 2575.088135
	Iteration 78Q: 3 clusters Score -366637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -366638.250000 Penalty: 2575.088135
	Iteration 79Q: 3 clusters Score -366638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -366637.968750 Penalty: 2575.088135
	Iteration 80F: 3 clusters Score -366638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Entering Unmasked Estep 
Score: -10403794.000000 Penalty: 1830.928955
	Iteration 0F: 2 clusters Score -1.040379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -10354752.000000 Penalty: 3661.857910
	Iteration 0F: 3 clusters Score -1.035475e+07 nChanged 37274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -10376010.000000 Penalty: 3661.857910
	Iteration 1F: 3 clusters Score -1.037601e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -10376573.000000 Penalty: 3661.857910
	Iteration 2Q: 3 clusters Score -1.037657e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -10377235.000000 Penalty: 3661.857910
	Iteration 3Q: 3 clusters Score -1.037724e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -10377977.000000 Penalty: 3661.857910
	Iteration 4Q: 3 clusters Score -1.037798e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -10378844.000000 Penalty: 3661.857910
	Iteration 5Q: 3 clusters Score -1.037884e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -10379906.000000 Penalty: 3661.857910
	Iteration 6Q: 3 clusters Score -1.037991e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -10381570.000000 Penalty: 3661.857910
	Iteration 7Q: 3 clusters Score -1.038157e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -10383915.000000 Penalty: 3661.857910
	Iteration 8F: 3 clusters Score -1.038392e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -10387089.000000 Penalty: 3661.857910
	Iteration 9F: 3 clusters Score -1.038709e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -10390470.000000 Penalty: 3661.857910
	Iteration 10F: 3 clusters Score -1.039047e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -10393587.000000 Penalty: 3661.857910
	Iteration 11F: 3 clusters Score -1.039359e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -10395938.000000 Penalty: 3661.857910
	Iteration 12Q: 3 clusters Score -1.039594e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -10397690.000000 Penalty: 3661.857910
	Iteration 13Q: 3 clusters Score -1.039769e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -10398922.000000 Penalty: 3661.857910
	Iteration 14Q: 3 clusters Score -1.039892e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -10400010.000000 Penalty: 3661.857910
	Iteration 15Q: 3 clusters Score -1.040001e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -10400769.000000 Penalty: 3661.857910
	Iteration 16Q: 3 clusters Score -1.040077e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -10401218.000000 Penalty: 3661.857910
	Iteration 17Q: 3 clusters Score -1.040122e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10401590.000000 Penalty: 3661.857910
	Iteration 18Q: 3 clusters Score -1.040159e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -10401834.000000 Penalty: 3661.857910
	Iteration 19Q: 3 clusters Score -1.040183e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -10401989.000000 Penalty: 3661.857910
	Iteration 20F: 3 clusters Score -1.040199e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -10402075.000000 Penalty: 3661.857910
	Iteration 21Q: 3 clusters Score -1.040208e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -10402125.000000 Penalty: 3661.857910
	Iteration 22Q: 3 clusters Score -1.040212e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -10402139.000000 Penalty: 3661.857910
	Iteration 23Q: 3 clusters Score -1.040214e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -10402174.000000 Penalty: 3661.857910
	Iteration 24Q: 3 clusters Score -1.040217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -10402185.000000 Penalty: 3661.857910
	Iteration 25Q: 3 clusters Score -1.040218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -10402192.000000 Penalty: 3661.857910
	Iteration 26Q: 3 clusters Score -1.040219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -10402200.000000 Penalty: 3661.857910
	Iteration 27Q: 3 clusters Score -1.04022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -10402204.000000 Penalty: 3661.857910
	Iteration 28Q: 3 clusters Score -1.04022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -10402234.000000 Penalty: 3661.857910
	Iteration 29Q: 3 clusters Score -1.040223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -10402232.000000 Penalty: 3661.857910
	Iteration 30Q: 3 clusters Score -1.040223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -10402239.000000 Penalty: 3661.857910
	Iteration 31Q: 3 clusters Score -1.040224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -10402244.000000 Penalty: 3661.857910
	Iteration 32Q: 3 clusters Score -1.040224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10402246.000000 Penalty: 3661.857910
	Iteration 33Q: 3 clusters Score -1.040225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10402251.000000 Penalty: 3661.857910
	Iteration 34Q: 3 clusters Score -1.040225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10402242.000000 Penalty: 3661.857910
	Iteration 35Q: 3 clusters Score -1.040224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -10402240.000000 Penalty: 3661.857910
	Iteration 36Q: 3 clusters Score -1.040224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10402239.000000 Penalty: 3661.857910
	Iteration 37Q: 3 clusters Score -1.040224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10402239.000000 Penalty: 3661.857910
	Iteration 38F: 3 clusters Score -1.040224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Entering Unmasked Estep 
Score: -4701318.000000 Penalty: 1703.558716
	Iteration 0F: 2 clusters Score -4701318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4677335.000000 Penalty: 3407.117432
	Iteration 0F: 3 clusters Score -4677335 nChanged 16644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4686395.500000 Penalty: 3407.117432
	Iteration 1F: 3 clusters Score -4686396 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4686812.000000 Penalty: 3407.117432
	Iteration 2Q: 3 clusters Score -4686812 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4687258.000000 Penalty: 3407.117432
	Iteration 3Q: 3 clusters Score -4687258 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4687835.500000 Penalty: 3407.117432
	Iteration 4Q: 3 clusters Score -4687836 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4688597.500000 Penalty: 3407.117432
	Iteration 5Q: 3 clusters Score -4688598 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4689834.000000 Penalty: 3407.117432
	Iteration 6F: 3 clusters Score -4689834 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4691682.500000 Penalty: 3407.117432
	Iteration 7F: 3 clusters Score -4691682 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4694137.500000 Penalty: 3407.117432
	Iteration 8F: 3 clusters Score -4694138 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4696592.500000 Penalty: 3407.117432
	Iteration 9F: 3 clusters Score -4696592 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4698362.500000 Penalty: 3407.117432
	Iteration 10Q: 3 clusters Score -4698362 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4699230.000000 Penalty: 3407.117432
	Iteration 11Q: 3 clusters Score -4699230 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4699523.500000 Penalty: 3407.117432
	Iteration 12Q: 3 clusters Score -4699524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4699662.500000 Penalty: 3407.117432
	Iteration 13Q: 3 clusters Score -4699662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4699713.500000 Penalty: 3407.117432
	Iteration 14Q: 3 clusters Score -4699714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4699752.000000 Penalty: 3407.117432
	Iteration 15Q: 3 clusters Score -4699752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4699783.500000 Penalty: 3407.117432
	Iteration 16Q: 3 clusters Score -4699784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4699799.000000 Penalty: 3407.117432
	Iteration 17Q: 3 clusters Score -4699799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4699815.000000 Penalty: 3407.117432
	Iteration 18Q: 3 clusters Score -4699815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4699827.000000 Penalty: 3407.117432
	Iteration 19Q: 3 clusters Score -4699827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4699834.000000 Penalty: 3407.117432
	Iteration 20F: 3 clusters Score -4699834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4699844.500000 Penalty: 3407.117432
	Iteration 21Q: 3 clusters Score -4699844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4699848.500000 Penalty: 3407.117432
	Iteration 22Q: 3 clusters Score -4699848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4699850.500000 Penalty: 3407.117432
	Iteration 23Q: 3 clusters Score -4699850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4699854.500000 Penalty: 3407.117432
	Iteration 24Q: 3 clusters Score -4699854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4699854.500000 Penalty: 3407.117432
	Iteration 25Q: 3 clusters Score -4699854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4699858.500000 Penalty: 3407.117432
	Iteration 26Q: 3 clusters Score -4699858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4699867.500000 Penalty: 3407.117432
	Iteration 27Q: 3 clusters Score -4699868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4699868.500000 Penalty: 3407.117432
	Iteration 28Q: 3 clusters Score -4699868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4699868.500000 Penalty: 3407.117432
	Iteration 29F: 3 clusters Score -4699868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Entering Unmasked Estep 
Score: -2839944.250000 Penalty: 1628.319214
	Iteration 0F: 2 clusters Score -2839944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2824591.250000 Penalty: 3256.638428
	Iteration 0F: 3 clusters Score -2824591 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2830351.500000 Penalty: 3256.638428
	Iteration 1F: 3 clusters Score -2830352 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2830913.000000 Penalty: 3256.638428
	Iteration 2F: 3 clusters Score -2830913 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2831553.750000 Penalty: 3256.638428
	Iteration 3F: 3 clusters Score -2831554 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2832272.750000 Penalty: 3256.638428
	Iteration 4F: 3 clusters Score -2832273 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2833060.250000 Penalty: 3256.638428
	Iteration 5F: 3 clusters Score -2833060 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2833863.250000 Penalty: 3256.638428
	Iteration 6F: 3 clusters Score -2833863 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2834674.250000 Penalty: 3256.638428
	Iteration 7F: 3 clusters Score -2834674 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2835484.250000 Penalty: 3256.638428
	Iteration 8Q: 3 clusters Score -2835484 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2836375.000000 Penalty: 3256.638428
	Iteration 9Q: 3 clusters Score -2836375 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2837141.250000 Penalty: 3256.638428
	Iteration 10Q: 3 clusters Score -2837141 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2837755.500000 Penalty: 3256.638428
	Iteration 11Q: 3 clusters Score -2837756 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2838114.000000 Penalty: 3256.638428
	Iteration 12Q: 3 clusters Score -2838114 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2838298.750000 Penalty: 3256.638428
	Iteration 13Q: 3 clusters Score -2838299 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2838387.500000 Penalty: 3256.638428
	Iteration 14Q: 3 clusters Score -2838388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2838453.750000 Penalty: 3256.638428
	Iteration 15Q: 3 clusters Score -2838454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2838506.750000 Penalty: 3256.638428
	Iteration 16Q: 3 clusters Score -2838507 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2838560.500000 Penalty: 3256.638428
	Iteration 17Q: 3 clusters Score -2838560 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2838588.500000 Penalty: 3256.638428
	Iteration 18Q: 3 clusters Score -2838588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2838617.500000 Penalty: 3256.638428
	Iteration 19Q: 3 clusters Score -2838618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2838635.250000 Penalty: 3256.638428
	Iteration 20F: 3 clusters Score -2838635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2838648.000000 Penalty: 3256.638428
	Iteration 21Q: 3 clusters Score -2838648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2838665.500000 Penalty: 3256.638428
	Iteration 22Q: 3 clusters Score -2838666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2838672.000000 Penalty: 3256.638428
	Iteration 23Q: 3 clusters Score -2838672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2838696.250000 Penalty: 3256.638428
	Iteration 24Q: 3 clusters Score -2838696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2838713.750000 Penalty: 3256.638428
	Iteration 25Q: 3 clusters Score -2838714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2838738.500000 Penalty: 3256.638428
	Iteration 26Q: 3 clusters Score -2838738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2838771.250000 Penalty: 3256.638428
	Iteration 27Q: 3 clusters Score -2838771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2838795.000000 Penalty: 3256.638428
	Iteration 28Q: 3 clusters Score -2838795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2838823.000000 Penalty: 3256.638428
	Iteration 29Q: 3 clusters Score -2838823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2838841.250000 Penalty: 3256.638428
	Iteration 30Q: 3 clusters Score -2838841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2838851.000000 Penalty: 3256.638428
	Iteration 31Q: 3 clusters Score -2838851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2838878.250000 Penalty: 3256.638428
	Iteration 32Q: 3 clusters Score -2838878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2838891.250000 Penalty: 3256.638428
	Iteration 33Q: 3 clusters Score -2838891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2838911.000000 Penalty: 3256.638428
	Iteration 34Q: 3 clusters Score -2838911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2838927.250000 Penalty: 3256.638428
	Iteration 35Q: 3 clusters Score -2838927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2838941.500000 Penalty: 3256.638428
	Iteration 36Q: 3 clusters Score -2838942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2838961.500000 Penalty: 3256.638428
	Iteration 37Q: 3 clusters Score -2838962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2838988.250000 Penalty: 3256.638428
	Iteration 38Q: 3 clusters Score -2838988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2839016.750000 Penalty: 3256.638428
	Iteration 39Q: 3 clusters Score -2839017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2839019.500000 Penalty: 3256.638428
	Iteration 40F: 3 clusters Score -2839020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2839034.500000 Penalty: 3256.638428
	Iteration 41Q: 3 clusters Score -2839034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2839049.750000 Penalty: 3256.638428
	Iteration 42Q: 3 clusters Score -2839050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2839050.250000 Penalty: 3256.638428
	Iteration 43Q: 3 clusters Score -2839050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2839065.000000 Penalty: 3256.638428
	Iteration 44Q: 3 clusters Score -2839065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2839065.500000 Penalty: 3256.638428
	Iteration 45Q: 3 clusters Score -2839066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2839072.250000 Penalty: 3256.638428
	Iteration 46Q: 3 clusters Score -2839072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2839080.500000 Penalty: 3256.638428
	Iteration 47Q: 3 clusters Score -2839080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2839081.500000 Penalty: 3256.638428
	Iteration 48Q: 3 clusters Score -2839082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2839094.250000 Penalty: 3256.638428
	Iteration 49Q: 3 clusters Score -2839094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2839098.500000 Penalty: 3256.638428
	Iteration 50Q: 3 clusters Score -2839098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2839106.000000 Penalty: 3256.638428
	Iteration 51Q: 3 clusters Score -2839106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2839103.250000 Penalty: 3256.638428
	Iteration 52Q: 3 clusters Score -2839103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2839104.250000 Penalty: 3256.638428
	Iteration 53Q: 3 clusters Score -2839104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2839105.750000 Penalty: 3256.638428
	Iteration 54Q: 3 clusters Score -2839106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2839106.750000 Penalty: 3256.638428
	Iteration 55Q: 3 clusters Score -2839107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2839105.500000 Penalty: 3256.638428
	Iteration 56Q: 3 clusters Score -2839106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2839104.500000 Penalty: 3256.638428
	Iteration 57Q: 3 clusters Score -2839104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2839105.500000 Penalty: 3256.638428
	Iteration 58Q: 3 clusters Score -2839106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2839107.000000 Penalty: 3256.638428
	Iteration 59Q: 3 clusters Score -2839107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2839103.000000 Penalty: 3256.638428
	Iteration 60F: 3 clusters Score -2839103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2839105.750000 Penalty: 3256.638428
	Iteration 61Q: 3 clusters Score -2839106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2839105.000000 Penalty: 3256.638428
	Iteration 62Q: 3 clusters Score -2839105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2839107.000000 Penalty: 3256.638428
	Iteration 63Q: 3 clusters Score -2839107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2839106.250000 Penalty: 3256.638428
	Iteration 64Q: 3 clusters Score -2839106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2839108.500000 Penalty: 3256.638428
	Iteration 65Q: 3 clusters Score -2839108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2839110.500000 Penalty: 3256.638428
	Iteration 66Q: 3 clusters Score -2839110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2839114.500000 Penalty: 3256.638428
	Iteration 67Q: 3 clusters Score -2839114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2839114.750000 Penalty: 3256.638428
	Iteration 68Q: 3 clusters Score -2839115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2839116.250000 Penalty: 3256.638428
	Iteration 69Q: 3 clusters Score -2839116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2839116.250000 Penalty: 3256.638428
	Iteration 70F: 3 clusters Score -2839116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47241.882812 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47241.88 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 209 members 
Entering Unmasked Estep 
Score: -46250.976562 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46250.98 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46547.773438 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46547.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46751.132812 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46751.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46890.792969 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46890.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46992.312500 Penalty: 2003.760742
	Iteration 4F: 3 clusters Score -46992.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47032.437500 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -47032.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47042.621094 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -47042.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47045.132812 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -47045.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47045.132812 Penalty: 2003.760742
	Iteration 8F: 3 clusters Score -47045.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Entering Unmasked Estep 
Score: -10346197.000000 Penalty: 1830.264893
	Iteration 0F: 2 clusters Score -1.03462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -10297230.000000 Penalty: 3660.529785
	Iteration 0F: 3 clusters Score -1.029723e+07 nChanged 36909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -10318268.000000 Penalty: 3660.529785
	Iteration 1F: 3 clusters Score -1.031827e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -10318793.000000 Penalty: 3660.529785
	Iteration 2Q: 3 clusters Score -1.031879e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -10319347.000000 Penalty: 3660.529785
	Iteration 3Q: 3 clusters Score -1.031935e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -10320299.000000 Penalty: 3660.529785
	Iteration 4Q: 3 clusters Score -1.03203e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -10321838.000000 Penalty: 3660.529785
	Iteration 5Q: 3 clusters Score -1.032184e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -10324751.000000 Penalty: 3660.529785
	Iteration 6F: 3 clusters Score -1.032475e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -10329264.000000 Penalty: 3660.529785
	Iteration 7F: 3 clusters Score -1.032926e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -10334871.000000 Penalty: 3660.529785
	Iteration 8F: 3 clusters Score -1.033487e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -10339683.000000 Penalty: 3660.529785
	Iteration 9F: 3 clusters Score -1.033968e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -10342941.000000 Penalty: 3660.529785
	Iteration 10Q: 3 clusters Score -1.034294e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -10344057.000000 Penalty: 3660.529785
	Iteration 11Q: 3 clusters Score -1.034406e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -10344381.000000 Penalty: 3660.529785
	Iteration 12Q: 3 clusters Score -1.034438e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -10344461.000000 Penalty: 3660.529785
	Iteration 13Q: 3 clusters Score -1.034446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -10344495.000000 Penalty: 3660.529785
	Iteration 14Q: 3 clusters Score -1.03445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -10344520.000000 Penalty: 3660.529785
	Iteration 15Q: 3 clusters Score -1.034452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -10344520.000000 Penalty: 3660.529785
	Iteration 16Q: 3 clusters Score -1.034452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -10344520.000000 Penalty: 3660.529785
	Iteration 17Q: 3 clusters Score -1.034452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -10344520.000000 Penalty: 3660.529785
	Iteration 18F: 3 clusters Score -1.034452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -220470.843750 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -220470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218502.171875 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -218502.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219016.296875 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -219016.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219227.656250 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -219227.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219349.359375 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -219349.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219430.359375 Penalty: 2457.871338
	Iteration 4F: 3 clusters Score -219430.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219482.140625 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -219482.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -219528.359375 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -219528.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -219564.625000 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -219564.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -219591.265625 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -219591.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -219602.296875 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -219602.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -219610.046875 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -219610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -219614.453125 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -219614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -219618.734375 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -219618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -219620.531250 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -219620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -219622.593750 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -219622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -219623.687500 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -219623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219625.281250 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -219625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -219626.390625 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -219626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219627.906250 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -219627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219627.906250 Penalty: 2457.871338
	Iteration 19F: 3 clusters Score -219627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -231453.218750 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -231453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229440.734375 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -229440.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229888.734375 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -229888.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -230014.312500 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -230014.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -230095.968750 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -230096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -230150.593750 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -230150.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -230215.453125 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -230215.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230268.828125 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -230268.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230308.281250 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -230308.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -230330.781250 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -230330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -230347.593750 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -230347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -230368.671875 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -230368.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -230384.609375 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -230384.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -230409.484375 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -230409.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230431.328125 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -230431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -230451.343750 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -230451.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -230468.203125 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -230468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -230481.859375 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -230481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -230498.812500 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -230498.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -230508.656250 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -230508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -230512.750000 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -230512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -230516.156250 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -230516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -230519.265625 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -230519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -230521.187500 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -230521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -230523.828125 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -230523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -230525.484375 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -230525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -230525.890625 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -230525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -230528.031250 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -230528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -230530.421875 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -230530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -230531.953125 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -230532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -230534.171875 Penalty: 2442.840820
	Iteration 29Q: 3 clusters Score -230534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -230538.609375 Penalty: 2442.840820
	Iteration 30Q: 3 clusters Score -230538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -230542.671875 Penalty: 2442.840820
	Iteration 31Q: 3 clusters Score -230542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -230547.312500 Penalty: 2442.840820
	Iteration 32Q: 3 clusters Score -230547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -230552.125000 Penalty: 2442.840820
	Iteration 33Q: 3 clusters Score -230552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -230557.062500 Penalty: 2442.840820
	Iteration 34Q: 3 clusters Score -230557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -230559.218750 Penalty: 2442.840820
	Iteration 35Q: 3 clusters Score -230559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230560.109375 Penalty: 2442.840820
	Iteration 36Q: 3 clusters Score -230560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -230561.000000 Penalty: 2442.840820
	Iteration 37Q: 3 clusters Score -230561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -230561.671875 Penalty: 2442.840820
	Iteration 38Q: 3 clusters Score -230561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -230561.734375 Penalty: 2442.840820
	Iteration 39Q: 3 clusters Score -230561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -230563.796875 Penalty: 2442.840820
	Iteration 40F: 3 clusters Score -230563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -230563.781250 Penalty: 2442.840820
	Iteration 41Q: 3 clusters Score -230563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -230563.781250 Penalty: 2442.840820
	Iteration 42F: 3 clusters Score -230563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37258.281250 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37258.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36297.722656 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36297.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36408.949219 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36408.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36451.917969 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -36451.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36480.472656 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36480.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36502.812500 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36502.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36521.898438 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36533.367188 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36533.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36534.382812 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36534.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36536.996094 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36539.429688 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36539.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36541.058594 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -36541.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36541.058594 Penalty: 1898.208496
	Iteration 11F: 3 clusters Score -36541.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Entering Unmasked Estep 
Score: -3599485.750000 Penalty: 1659.539673
	Iteration 0F: 2 clusters Score -3599486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3581102.000000 Penalty: 3319.079346
	Iteration 0F: 3 clusters Score -3581102 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3588023.750000 Penalty: 3319.079346
	Iteration 1F: 3 clusters Score -3588024 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3588382.500000 Penalty: 3319.079346
	Iteration 2Q: 3 clusters Score -3588382 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3588723.500000 Penalty: 3319.079346
	Iteration 3Q: 3 clusters Score -3588724 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3589142.750000 Penalty: 3319.079346
	Iteration 4Q: 3 clusters Score -3589143 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3589718.250000 Penalty: 3319.079346
	Iteration 5Q: 3 clusters Score -3589718 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3590518.000000 Penalty: 3319.079346
	Iteration 6Q: 3 clusters Score -3590518 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3591594.250000 Penalty: 3319.079346
	Iteration 7F: 3 clusters Score -3591594 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3592957.250000 Penalty: 3319.079346
	Iteration 8F: 3 clusters Score -3592957 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3594541.000000 Penalty: 3319.079346
	Iteration 9F: 3 clusters Score -3594541 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3595928.250000 Penalty: 3319.079346
	Iteration 10F: 3 clusters Score -3595928 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3596899.250000 Penalty: 3319.079346
	Iteration 11Q: 3 clusters Score -3596899 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3597415.500000 Penalty: 3319.079346
	Iteration 12Q: 3 clusters Score -3597416 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3597692.500000 Penalty: 3319.079346
	Iteration 13Q: 3 clusters Score -3597692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3597839.750000 Penalty: 3319.079346
	Iteration 14Q: 3 clusters Score -3597840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3597921.500000 Penalty: 3319.079346
	Iteration 15Q: 3 clusters Score -3597922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3597977.750000 Penalty: 3319.079346
	Iteration 16Q: 3 clusters Score -3597978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3597999.250000 Penalty: 3319.079346
	Iteration 17Q: 3 clusters Score -3597999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3598012.250000 Penalty: 3319.079346
	Iteration 18Q: 3 clusters Score -3598012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3598026.250000 Penalty: 3319.079346
	Iteration 19Q: 3 clusters Score -3598026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3598037.750000 Penalty: 3319.079346
	Iteration 20F: 3 clusters Score -3598038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3598048.500000 Penalty: 3319.079346
	Iteration 21Q: 3 clusters Score -3598048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3598057.750000 Penalty: 3319.079346
	Iteration 22Q: 3 clusters Score -3598058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3598065.500000 Penalty: 3319.079346
	Iteration 23Q: 3 clusters Score -3598066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3598077.500000 Penalty: 3319.079346
	Iteration 24Q: 3 clusters Score -3598078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3598087.500000 Penalty: 3319.079346
	Iteration 25Q: 3 clusters Score -3598088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3598094.000000 Penalty: 3319.079346
	Iteration 26Q: 3 clusters Score -3598094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3598094.750000 Penalty: 3319.079346
	Iteration 27Q: 3 clusters Score -3598095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3598103.000000 Penalty: 3319.079346
	Iteration 28Q: 3 clusters Score -3598103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3598118.000000 Penalty: 3319.079346
	Iteration 29Q: 3 clusters Score -3598118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3598124.750000 Penalty: 3319.079346
	Iteration 30Q: 3 clusters Score -3598125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3598124.500000 Penalty: 3319.079346
	Iteration 31Q: 3 clusters Score -3598124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3598126.750000 Penalty: 3319.079346
	Iteration 32Q: 3 clusters Score -3598127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3598129.000000 Penalty: 3319.079346
	Iteration 33Q: 3 clusters Score -3598129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3598129.500000 Penalty: 3319.079346
	Iteration 34Q: 3 clusters Score -3598130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3598131.750000 Penalty: 3319.079346
	Iteration 35Q: 3 clusters Score -3598132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3598130.500000 Penalty: 3319.079346
	Iteration 36Q: 3 clusters Score -3598130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3598130.500000 Penalty: 3319.079346
	Iteration 37F: 3 clusters Score -3598130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Entering Unmasked Estep 
Score: -1496885.125000 Penalty: 1534.892456
	Iteration 0F: 2 clusters Score -1496885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1488027.250000 Penalty: 3069.784912
	Iteration 0F: 3 clusters Score -1488027 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1491207.500000 Penalty: 3069.784912
	Iteration 1F: 3 clusters Score -1491208 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1491703.250000 Penalty: 3069.784912
	Iteration 2F: 3 clusters Score -1491703 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1492175.125000 Penalty: 3069.784912
	Iteration 3F: 3 clusters Score -1492175 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1492599.500000 Penalty: 3069.784912
	Iteration 4F: 3 clusters Score -1492600 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1492946.500000 Penalty: 3069.784912
	Iteration 5F: 3 clusters Score -1492946 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1493254.375000 Penalty: 3069.784912
	Iteration 6Q: 3 clusters Score -1493254 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1493499.125000 Penalty: 3069.784912
	Iteration 7Q: 3 clusters Score -1493499 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1493715.375000 Penalty: 3069.784912
	Iteration 8Q: 3 clusters Score -1493715 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1493897.750000 Penalty: 3069.784912
	Iteration 9Q: 3 clusters Score -1493898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1494071.625000 Penalty: 3069.784912
	Iteration 10Q: 3 clusters Score -1494072 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1494240.625000 Penalty: 3069.784912
	Iteration 11Q: 3 clusters Score -1494241 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1494388.500000 Penalty: 3069.784912
	Iteration 12Q: 3 clusters Score -1494388 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1494495.375000 Penalty: 3069.784912
	Iteration 13Q: 3 clusters Score -1494495 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1494586.500000 Penalty: 3069.784912
	Iteration 14Q: 3 clusters Score -1494586 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1494661.375000 Penalty: 3069.784912
	Iteration 15Q: 3 clusters Score -1494661 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1494708.875000 Penalty: 3069.784912
	Iteration 16Q: 3 clusters Score -1494709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1494754.000000 Penalty: 3069.784912
	Iteration 17Q: 3 clusters Score -1494754 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1494789.875000 Penalty: 3069.784912
	Iteration 18Q: 3 clusters Score -1494790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1494825.625000 Penalty: 3069.784912
	Iteration 19Q: 3 clusters Score -1494826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1494856.250000 Penalty: 3069.784912
	Iteration 20F: 3 clusters Score -1494856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1494896.875000 Penalty: 3069.784912
	Iteration 21Q: 3 clusters Score -1494897 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1494931.625000 Penalty: 3069.784912
	Iteration 22Q: 3 clusters Score -1494932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1494956.750000 Penalty: 3069.784912
	Iteration 23Q: 3 clusters Score -1494957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1494975.875000 Penalty: 3069.784912
	Iteration 24Q: 3 clusters Score -1494976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1495005.125000 Penalty: 3069.784912
	Iteration 25Q: 3 clusters Score -1495005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1495027.375000 Penalty: 3069.784912
	Iteration 26Q: 3 clusters Score -1495027 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1495057.625000 Penalty: 3069.784912
	Iteration 27Q: 3 clusters Score -1495058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1495097.750000 Penalty: 3069.784912
	Iteration 28Q: 3 clusters Score -1495098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1495131.250000 Penalty: 3069.784912
	Iteration 29Q: 3 clusters Score -1495131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1495161.000000 Penalty: 3069.784912
	Iteration 30Q: 3 clusters Score -1495161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1495182.875000 Penalty: 3069.784912
	Iteration 31Q: 3 clusters Score -1495183 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1495211.625000 Penalty: 3069.784912
	Iteration 32Q: 3 clusters Score -1495212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1495233.375000 Penalty: 3069.784912
	Iteration 33Q: 3 clusters Score -1495233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1495255.375000 Penalty: 3069.784912
	Iteration 34Q: 3 clusters Score -1495255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1495284.750000 Penalty: 3069.784912
	Iteration 35Q: 3 clusters Score -1495285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1495316.625000 Penalty: 3069.784912
	Iteration 36Q: 3 clusters Score -1495317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1495344.500000 Penalty: 3069.784912
	Iteration 37Q: 3 clusters Score -1495344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1495370.625000 Penalty: 3069.784912
	Iteration 38Q: 3 clusters Score -1495371 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1495405.500000 Penalty: 3069.784912
	Iteration 39Q: 3 clusters Score -1495406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1495439.750000 Penalty: 3069.784912
	Iteration 40F: 3 clusters Score -1495440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1495482.000000 Penalty: 3069.784912
	Iteration 41Q: 3 clusters Score -1495482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1495542.625000 Penalty: 3069.784912
	Iteration 42Q: 3 clusters Score -1495543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1495582.125000 Penalty: 3069.784912
	Iteration 43Q: 3 clusters Score -1495582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1495613.500000 Penalty: 3069.784912
	Iteration 44Q: 3 clusters Score -1495614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1495640.125000 Penalty: 3069.784912
	Iteration 45Q: 3 clusters Score -1495640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1495674.625000 Penalty: 3069.784912
	Iteration 46Q: 3 clusters Score -1495675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1495704.625000 Penalty: 3069.784912
	Iteration 47Q: 3 clusters Score -1495705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1495719.875000 Penalty: 3069.784912
	Iteration 48Q: 3 clusters Score -1495720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1495733.500000 Penalty: 3069.784912
	Iteration 49Q: 3 clusters Score -1495734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1495748.625000 Penalty: 3069.784912
	Iteration 50Q: 3 clusters Score -1495749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1495758.500000 Penalty: 3069.784912
	Iteration 51Q: 3 clusters Score -1495758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1495768.500000 Penalty: 3069.784912
	Iteration 52Q: 3 clusters Score -1495768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1495777.250000 Penalty: 3069.784912
	Iteration 53Q: 3 clusters Score -1495777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1495780.500000 Penalty: 3069.784912
	Iteration 54Q: 3 clusters Score -1495780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1495785.750000 Penalty: 3069.784912
	Iteration 55Q: 3 clusters Score -1495786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1495785.500000 Penalty: 3069.784912
	Iteration 56Q: 3 clusters Score -1495786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1495789.000000 Penalty: 3069.784912
	Iteration 57Q: 3 clusters Score -1495789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1495789.250000 Penalty: 3069.784912
	Iteration 58Q: 3 clusters Score -1495789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1495789.750000 Penalty: 3069.784912
	Iteration 59Q: 3 clusters Score -1495790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1495792.750000 Penalty: 3069.784912
	Iteration 60F: 3 clusters Score -1495793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1495792.000000 Penalty: 3069.784912
	Iteration 61Q: 3 clusters Score -1495792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1495792.125000 Penalty: 3069.784912
	Iteration 62Q: 3 clusters Score -1495792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1495792.625000 Penalty: 3069.784912
	Iteration 63Q: 3 clusters Score -1495793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1495792.625000 Penalty: 3069.784912
	Iteration 64F: 3 clusters Score -1495793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Entering Unmasked Estep 
Score: -9991023.000000 Penalty: 1824.379150
	Iteration 0F: 2 clusters Score -9991023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -9943292.000000 Penalty: 3648.758301
	Iteration 0F: 3 clusters Score -9943292 nChanged 35731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -9963970.000000 Penalty: 3648.758301
	Iteration 1F: 3 clusters Score -9963970 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9965046.000000 Penalty: 3648.758301
	Iteration 2Q: 3 clusters Score -9965046 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -9966338.000000 Penalty: 3648.758301
	Iteration 3Q: 3 clusters Score -9966338 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -9968322.000000 Penalty: 3648.758301
	Iteration 4F: 3 clusters Score -9968322 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -9971223.000000 Penalty: 3648.758301
	Iteration 5F: 3 clusters Score -9971223 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -9975212.000000 Penalty: 3648.758301
	Iteration 6F: 3 clusters Score -9975212 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -9979188.000000 Penalty: 3648.758301
	Iteration 7F: 3 clusters Score -9979188 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -9981355.000000 Penalty: 3648.758301
	Iteration 8F: 3 clusters Score -9981355 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -9982286.000000 Penalty: 3648.758301
	Iteration 9Q: 3 clusters Score -9982286 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -9982951.000000 Penalty: 3648.758301
	Iteration 10Q: 3 clusters Score -9982951 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -9983537.000000 Penalty: 3648.758301
	Iteration 11Q: 3 clusters Score -9983537 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9984065.000000 Penalty: 3648.758301
	Iteration 12Q: 3 clusters Score -9984065 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -9984722.000000 Penalty: 3648.758301
	Iteration 13Q: 3 clusters Score -9984722 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -9985308.000000 Penalty: 3648.758301
	Iteration 14Q: 3 clusters Score -9985308 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -9985956.000000 Penalty: 3648.758301
	Iteration 15Q: 3 clusters Score -9985956 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -9986507.000000 Penalty: 3648.758301
	Iteration 16Q: 3 clusters Score -9986507 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -9987058.000000 Penalty: 3648.758301
	Iteration 17Q: 3 clusters Score -9987058 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -9987742.000000 Penalty: 3648.758301
	Iteration 18Q: 3 clusters Score -9987742 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -9988352.000000 Penalty: 3648.758301
	Iteration 19Q: 3 clusters Score -9988352 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -9988981.000000 Penalty: 3648.758301
	Iteration 20F: 3 clusters Score -9988981 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9989350.000000 Penalty: 3648.758301
	Iteration 21Q: 3 clusters Score -9989350 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -9989623.000000 Penalty: 3648.758301
	Iteration 22Q: 3 clusters Score -9989623 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -9989812.000000 Penalty: 3648.758301
	Iteration 23Q: 3 clusters Score -9989812 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -9989934.000000 Penalty: 3648.758301
	Iteration 24Q: 3 clusters Score -9989934 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -9990004.000000 Penalty: 3648.758301
	Iteration 25Q: 3 clusters Score -9990004 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -9990069.000000 Penalty: 3648.758301
	Iteration 26Q: 3 clusters Score -9990069 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -9990097.000000 Penalty: 3648.758301
	Iteration 27Q: 3 clusters Score -9990097 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -9990114.000000 Penalty: 3648.758301
	Iteration 28Q: 3 clusters Score -9990114 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9990091.000000 Penalty: 3648.758301
	Iteration 29Q: 3 clusters Score -9990091 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -9990091.000000 Penalty: 3648.758301
	Iteration 30Q: 3 clusters Score -9990091 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -9990096.000000 Penalty: 3648.758301
	Iteration 31Q: 3 clusters Score -9990096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -9990095.000000 Penalty: 3648.758301
	Iteration 32Q: 3 clusters Score -9990095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -9990105.000000 Penalty: 3648.758301
	Iteration 33Q: 3 clusters Score -9990105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -9990108.000000 Penalty: 3648.758301
	Iteration 34Q: 3 clusters Score -9990108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -9990138.000000 Penalty: 3648.758301
	Iteration 35Q: 3 clusters Score -9990138 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -9990141.000000 Penalty: 3648.758301
	Iteration 36Q: 3 clusters Score -9990141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9990166.000000 Penalty: 3648.758301
	Iteration 37Q: 3 clusters Score -9990166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -9990149.000000 Penalty: 3648.758301
	Iteration 38Q: 3 clusters Score -9990149 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -9990145.000000 Penalty: 3648.758301
	Iteration 39Q: 3 clusters Score -9990145 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9990169 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9990175 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9990176 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9990168 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9990186 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9990197 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9990199 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9990216 nChanged 131
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Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9990240 nChanged 137
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Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9990241 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9990223 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9990234 nChanged 114
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Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9990225 nChanged 112
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Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9990241 nChanged 145
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Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9990244 nChanged 143
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Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9990241 nChanged 131
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Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9990235 nChanged 129
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Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9990246 nChanged 142
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Mstep: Class 1 contains 42563 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9990253 nChanged 149
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Mstep: Class 1 contains 42712 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42881 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43017 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43153 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43453 members 
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Mstep: Class 1 contains 43600 members 
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	Iteration 79Q: 3 clusters Score -9990339 nChanged 213
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Mstep: Class 1 contains 45381 members 
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	Iteration 80F: 3 clusters Score -9990361 nChanged 226
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Mstep: Class 1 contains 45607 members 
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Mstep: Class 1 contains 45851 members 
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Mstep: Class 1 contains 46087 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46296 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46531 members 
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Mstep: Class 1 contains 46962 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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Mstep: Class 1 contains 49520 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49974 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50430 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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	Iteration 130Q: 3 clusters Score -9990573 nChanged 85
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	Iteration 131Q: 3 clusters Score -9990570 nChanged 80
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	Iteration 132Q: 3 clusters Score -9990561 nChanged 66
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Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 19800 members 
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Mstep: Class 2 contains 19720 members 
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Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9990595 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9990582 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9990604 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9990572 nChanged 46
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Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9990576 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9990577 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9990549 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9990540 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9990539 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9990528 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9990513 nChanged 48
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Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9990512 nChanged 40
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Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9990499 nChanged 61
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Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9990507 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9990511 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9990515 nChanged 61
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Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9990497 nChanged 69
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Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9990501 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9990496 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9990496 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9990500 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9990519 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9990509 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9990468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9990462 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9990470 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9990457 nChanged 57
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Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9990450 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9990462 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9990439 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9990435 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9990432 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62844 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9990425 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -9990432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9990453 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9990459 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9990443 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9990422 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9990423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9990402 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9990398 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9990403 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63479 members 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9990407 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9990407 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63593 members 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9990417 nChanged 41
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Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9990400 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -9990408.000000 Penalty: 3648.758301
	Iteration 273Q: 3 clusters Score -9990408 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9990404 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9990389 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63816 members 
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9990384 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9990393 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63901 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9990383 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63946 members 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9990370 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9990368 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64045 members 
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9990368 nChanged 50
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Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -9990349 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64141 members 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -9990338 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64189 members 
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -9990316 nChanged 42
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -9990322 nChanged 46
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Mstep: Class 1 contains 64277 members 
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -9990306 nChanged 47
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	Iteration 287Q: 3 clusters Score -9990305 nChanged 34
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Mstep: Class 1 contains 64358 members 
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	Iteration 288Q: 3 clusters Score -9990300 nChanged 33
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	Iteration 289Q: 3 clusters Score -9990298 nChanged 27
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -9990292 nChanged 22
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Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -9990281 nChanged 18
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -9990262 nChanged 10
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	Iteration 295Q: 3 clusters Score -9990264 nChanged 6
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	Iteration 296Q: 3 clusters Score -9990262 nChanged 7
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	Iteration 297Q: 3 clusters Score -9990263 nChanged 6
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	Iteration 298Q: 3 clusters Score -9990257 nChanged 6
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	Iteration 299Q: 3 clusters Score -9990261 nChanged 9
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	Iteration 300F: 3 clusters Score -9990265 nChanged 11
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	Iteration 301Q: 3 clusters Score -9990260 nChanged 14
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	Iteration 302Q: 3 clusters Score -9990250 nChanged 18
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	Iteration 303Q: 3 clusters Score -9990246 nChanged 16
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	Iteration 304Q: 3 clusters Score -9990253 nChanged 15
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	Iteration 306Q: 3 clusters Score -9990254 nChanged 9
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	Iteration 307Q: 3 clusters Score -9990255 nChanged 5
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	Iteration 308Q: 3 clusters Score -9990256 nChanged 3
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	Iteration 309Q: 3 clusters Score -9990260 nChanged 5
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	Iteration 310Q: 3 clusters Score -9990258 nChanged 10
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	Iteration 311Q: 3 clusters Score -9990250 nChanged 13
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	Iteration 312Q: 3 clusters Score -9990252 nChanged 14
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	Iteration 313Q: 3 clusters Score -9990255 nChanged 14
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	Iteration 314Q: 3 clusters Score -9990262 nChanged 14
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	Iteration 315Q: 3 clusters Score -9990266 nChanged 10
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	Iteration 316Q: 3 clusters Score -9990266 nChanged 10
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	Iteration 317Q: 3 clusters Score -9990267 nChanged 11
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	Iteration 318Q: 3 clusters Score -9990258 nChanged 15
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	Iteration 319Q: 3 clusters Score -9990260 nChanged 16
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9990251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -9990249.000000 Penalty: 3648.758301
	Iteration 321Q: 3 clusters Score -9990249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -9990247.000000 Penalty: 3648.758301
	Iteration 322Q: 3 clusters Score -9990247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -9990246.000000 Penalty: 3648.758301
	Iteration 323Q: 3 clusters Score -9990246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -9990241.000000 Penalty: 3648.758301
	Iteration 324Q: 3 clusters Score -9990241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -9990242.000000 Penalty: 3648.758301
	Iteration 325Q: 3 clusters Score -9990242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -9990248.000000 Penalty: 3648.758301
	Iteration 326Q: 3 clusters Score -9990248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -9990248.000000 Penalty: 3648.758301
	Iteration 327Q: 3 clusters Score -9990248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -9990248.000000 Penalty: 3648.758301
	Iteration 328Q: 3 clusters Score -9990248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -9990244.000000 Penalty: 3648.758301
	Iteration 329Q: 3 clusters Score -9990244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -9990238.000000 Penalty: 3648.758301
	Iteration 330Q: 3 clusters Score -9990238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -9990242.000000 Penalty: 3648.758301
	Iteration 331Q: 3 clusters Score -9990242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -9990244.000000 Penalty: 3648.758301
	Iteration 332Q: 3 clusters Score -9990244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -9990243.000000 Penalty: 3648.758301
	Iteration 333Q: 3 clusters Score -9990243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -9990241.000000 Penalty: 3648.758301
	Iteration 334Q: 3 clusters Score -9990241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -9990234.000000 Penalty: 3648.758301
	Iteration 335Q: 3 clusters Score -9990234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -9990237.000000 Penalty: 3648.758301
	Iteration 336Q: 3 clusters Score -9990237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -9990242.000000 Penalty: 3648.758301
	Iteration 337Q: 3 clusters Score -9990242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -9990232.000000 Penalty: 3648.758301
	Iteration 338Q: 3 clusters Score -9990232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -9990236.000000 Penalty: 3648.758301
	Iteration 339Q: 3 clusters Score -9990236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -9990235.000000 Penalty: 3648.758301
	Iteration 340F: 3 clusters Score -9990235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Entering Unmasked Estep 
Score: -10883861.000000 Penalty: 1839.252808
	Iteration 0F: 2 clusters Score -1.088386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -10830917.000000 Penalty: 3678.505615
	Iteration 0F: 3 clusters Score -1.083092e+07 nChanged 39299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -10853684.000000 Penalty: 3678.505615
	Iteration 1F: 3 clusters Score -1.085368e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -10854617.000000 Penalty: 3678.505615
	Iteration 2Q: 3 clusters Score -1.085462e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -10855754.000000 Penalty: 3678.505615
	Iteration 3Q: 3 clusters Score -1.085575e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -10857495.000000 Penalty: 3678.505615
	Iteration 4Q: 3 clusters Score -1.08575e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -10860478.000000 Penalty: 3678.505615
	Iteration 5F: 3 clusters Score -1.086048e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -10865506.000000 Penalty: 3678.505615
	Iteration 6F: 3 clusters Score -1.086551e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -10871798.000000 Penalty: 3678.505615
	Iteration 7F: 3 clusters Score -1.08718e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -10875751.000000 Penalty: 3678.505615
	Iteration 8F: 3 clusters Score -1.087575e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -10877780.000000 Penalty: 3678.505615
	Iteration 9Q: 3 clusters Score -1.087778e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -10879407.000000 Penalty: 3678.505615
	Iteration 10Q: 3 clusters Score -1.087941e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -10880812.000000 Penalty: 3678.505615
	Iteration 11Q: 3 clusters Score -1.088081e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -10881871.000000 Penalty: 3678.505615
	Iteration 12Q: 3 clusters Score -1.088187e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -10882598.000000 Penalty: 3678.505615
	Iteration 13Q: 3 clusters Score -1.08826e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -10883076.000000 Penalty: 3678.505615
	Iteration 14Q: 3 clusters Score -1.088308e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -10883309.000000 Penalty: 3678.505615
	Iteration 15Q: 3 clusters Score -1.088331e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -10883488.000000 Penalty: 3678.505615
	Iteration 16Q: 3 clusters Score -1.088349e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -10883613.000000 Penalty: 3678.505615
	Iteration 17Q: 3 clusters Score -1.088361e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -10883661.000000 Penalty: 3678.505615
	Iteration 18Q: 3 clusters Score -1.088366e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -10883673.000000 Penalty: 3678.505615
	Iteration 19Q: 3 clusters Score -1.088367e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -10883668.000000 Penalty: 3678.505615
	Iteration 20F: 3 clusters Score -1.088367e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -10883697.000000 Penalty: 3678.505615
	Iteration 21Q: 3 clusters Score -1.08837e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -10883683.000000 Penalty: 3678.505615
	Iteration 22Q: 3 clusters Score -1.088368e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -10883669.000000 Penalty: 3678.505615
	Iteration 23Q: 3 clusters Score -1.088367e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -10883707.000000 Penalty: 3678.505615
	Iteration 24Q: 3 clusters Score -1.088371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -10883706.000000 Penalty: 3678.505615
	Iteration 25Q: 3 clusters Score -1.088371e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -10883691.000000 Penalty: 3678.505615
	Iteration 26Q: 3 clusters Score -1.088369e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -10883683.000000 Penalty: 3678.505615
	Iteration 27Q: 3 clusters Score -1.088368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -10883688.000000 Penalty: 3678.505615
	Iteration 28Q: 3 clusters Score -1.088369e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -10883689.000000 Penalty: 3678.505615
	Iteration 29Q: 3 clusters Score -1.088369e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -10883666.000000 Penalty: 3678.505615
	Iteration 30Q: 3 clusters Score -1.088367e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -10883683.000000 Penalty: 3678.505615
	Iteration 31Q: 3 clusters Score -1.088368e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -10883683.000000 Penalty: 3678.505615
	Iteration 32Q: 3 clusters Score -1.088368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -10883685.000000 Penalty: 3678.505615
	Iteration 33Q: 3 clusters Score -1.088368e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -10883695.000000 Penalty: 3678.505615
	Iteration 34Q: 3 clusters Score -1.08837e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -10883679.000000 Penalty: 3678.505615
	Iteration 35Q: 3 clusters Score -1.088368e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -10883711.000000 Penalty: 3678.505615
	Iteration 36Q: 3 clusters Score -1.088371e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -10883738.000000 Penalty: 3678.505615
	Iteration 37Q: 3 clusters Score -1.088374e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -10883743.000000 Penalty: 3678.505615
	Iteration 38Q: 3 clusters Score -1.088374e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -10883722.000000 Penalty: 3678.505615
	Iteration 39Q: 3 clusters Score -1.088372e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -10883736.000000 Penalty: 3678.505615
	Iteration 40F: 3 clusters Score -1.088374e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -10883731.000000 Penalty: 3678.505615
	Iteration 41Q: 3 clusters Score -1.088373e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -10883720.000000 Penalty: 3678.505615
	Iteration 42Q: 3 clusters Score -1.088372e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -10883732.000000 Penalty: 3678.505615
	Iteration 43Q: 3 clusters Score -1.088373e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -10883766.000000 Penalty: 3678.505615
	Iteration 44Q: 3 clusters Score -1.088377e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -10883756.000000 Penalty: 3678.505615
	Iteration 45Q: 3 clusters Score -1.088376e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -10883770.000000 Penalty: 3678.505615
	Iteration 46Q: 3 clusters Score -1.088377e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -10883754.000000 Penalty: 3678.505615
	Iteration 47Q: 3 clusters Score -1.088375e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -10883763.000000 Penalty: 3678.505615
	Iteration 48Q: 3 clusters Score -1.088376e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -10883770.000000 Penalty: 3678.505615
	Iteration 49Q: 3 clusters Score -1.088377e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -10883762.000000 Penalty: 3678.505615
	Iteration 50Q: 3 clusters Score -1.088376e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -10883767.000000 Penalty: 3678.505615
	Iteration 51Q: 3 clusters Score -1.088377e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -10883773.000000 Penalty: 3678.505615
	Iteration 52Q: 3 clusters Score -1.088377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -10883778.000000 Penalty: 3678.505615
	Iteration 53Q: 3 clusters Score -1.088378e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -10883782.000000 Penalty: 3678.505615
	Iteration 54Q: 3 clusters Score -1.088378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -10883783.000000 Penalty: 3678.505615
	Iteration 55Q: 3 clusters Score -1.088378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -10883780.000000 Penalty: 3678.505615
	Iteration 56Q: 3 clusters Score -1.088378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -10883776.000000 Penalty: 3678.505615
	Iteration 57Q: 3 clusters Score -1.088378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -10883760.000000 Penalty: 3678.505615
	Iteration 58Q: 3 clusters Score -1.088376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -10883748.000000 Penalty: 3678.505615
	Iteration 59Q: 3 clusters Score -1.088375e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -10883761.000000 Penalty: 3678.505615
	Iteration 60F: 3 clusters Score -1.088376e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -10883750.000000 Penalty: 3678.505615
	Iteration 61Q: 3 clusters Score -1.088375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -10883743.000000 Penalty: 3678.505615
	Iteration 62Q: 3 clusters Score -1.088374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -10883725.000000 Penalty: 3678.505615
	Iteration 63Q: 3 clusters Score -1.088372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -10883726.000000 Penalty: 3678.505615
	Iteration 64Q: 3 clusters Score -1.088373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -10883711.000000 Penalty: 3678.505615
	Iteration 65Q: 3 clusters Score -1.088371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -10883720.000000 Penalty: 3678.505615
	Iteration 66Q: 3 clusters Score -1.088372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -10883732.000000 Penalty: 3678.505615
	Iteration 67Q: 3 clusters Score -1.088373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -10883728.000000 Penalty: 3678.505615
	Iteration 68Q: 3 clusters Score -1.088373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -10883733.000000 Penalty: 3678.505615
	Iteration 69Q: 3 clusters Score -1.088373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -10883726.000000 Penalty: 3678.505615
	Iteration 70Q: 3 clusters Score -1.088373e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -10883726.000000 Penalty: 3678.505615
	Iteration 71Q: 3 clusters Score -1.088373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -10883725.000000 Penalty: 3678.505615
	Iteration 72Q: 3 clusters Score -1.088372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -10883737.000000 Penalty: 3678.505615
	Iteration 73Q: 3 clusters Score -1.088374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -10883727.000000 Penalty: 3678.505615
	Iteration 74Q: 3 clusters Score -1.088373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -10883723.000000 Penalty: 3678.505615
	Iteration 75Q: 3 clusters Score -1.088372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -10883728.000000 Penalty: 3678.505615
	Iteration 76Q: 3 clusters Score -1.088373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -10883735.000000 Penalty: 3678.505615
	Iteration 77Q: 3 clusters Score -1.088374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -10883737.000000 Penalty: 3678.505615
	Iteration 78Q: 3 clusters Score -1.088374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -10883729.000000 Penalty: 3678.505615
	Iteration 79Q: 3 clusters Score -1.088373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -10883724.000000 Penalty: 3678.505615
	Iteration 80F: 3 clusters Score -1.088372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -10883711.000000 Penalty: 3678.505615
	Iteration 81Q: 3 clusters Score -1.088371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -10883720.000000 Penalty: 3678.505615
	Iteration 82Q: 3 clusters Score -1.088372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -10883729.000000 Penalty: 3678.505615
	Iteration 83Q: 3 clusters Score -1.088373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -10883730.000000 Penalty: 3678.505615
	Iteration 84Q: 3 clusters Score -1.088373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -10883722.000000 Penalty: 3678.505615
	Iteration 85Q: 3 clusters Score -1.088372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -10883745.000000 Penalty: 3678.505615
	Iteration 86Q: 3 clusters Score -1.088374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -10883758.000000 Penalty: 3678.505615
	Iteration 87Q: 3 clusters Score -1.088376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -10883755.000000 Penalty: 3678.505615
	Iteration 88Q: 3 clusters Score -1.088376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -10883767.000000 Penalty: 3678.505615
	Iteration 89Q: 3 clusters Score -1.088377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -10883788.000000 Penalty: 3678.505615
	Iteration 90Q: 3 clusters Score -1.088379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -10883814.000000 Penalty: 3678.505615
	Iteration 91Q: 3 clusters Score -1.088381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -10883788.000000 Penalty: 3678.505615
	Iteration 92Q: 3 clusters Score -1.088379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -10883789.000000 Penalty: 3678.505615
	Iteration 93Q: 3 clusters Score -1.088379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -10883780.000000 Penalty: 3678.505615
	Iteration 94Q: 3 clusters Score -1.088378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -10883801.000000 Penalty: 3678.505615
	Iteration 95Q: 3 clusters Score -1.08838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -10883795.000000 Penalty: 3678.505615
	Iteration 96Q: 3 clusters Score -1.08838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -10883805.000000 Penalty: 3678.505615
	Iteration 97Q: 3 clusters Score -1.08838e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -10883807.000000 Penalty: 3678.505615
	Iteration 98Q: 3 clusters Score -1.088381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -10883800.000000 Penalty: 3678.505615
	Iteration 99Q: 3 clusters Score -1.08838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -10883805.000000 Penalty: 3678.505615
	Iteration 100F: 3 clusters Score -1.08838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -10883800.000000 Penalty: 3678.505615
	Iteration 101Q: 3 clusters Score -1.08838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -10883812.000000 Penalty: 3678.505615
	Iteration 102Q: 3 clusters Score -1.088381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -10883792.000000 Penalty: 3678.505615
	Iteration 103Q: 3 clusters Score -1.088379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -10883802.000000 Penalty: 3678.505615
	Iteration 104Q: 3 clusters Score -1.08838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -10883801.000000 Penalty: 3678.505615
	Iteration 105Q: 3 clusters Score -1.08838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -10883824.000000 Penalty: 3678.505615
	Iteration 106Q: 3 clusters Score -1.088382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -10883841.000000 Penalty: 3678.505615
	Iteration 107Q: 3 clusters Score -1.088384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -10883843.000000 Penalty: 3678.505615
	Iteration 108Q: 3 clusters Score -1.088384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -10883833.000000 Penalty: 3678.505615
	Iteration 109Q: 3 clusters Score -1.088383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -10883850.000000 Penalty: 3678.505615
	Iteration 110Q: 3 clusters Score -1.088385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -10883868.000000 Penalty: 3678.505615
	Iteration 111Q: 3 clusters Score -1.088387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10883854.000000 Penalty: 3678.505615
	Iteration 112Q: 3 clusters Score -1.088385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -10883846.000000 Penalty: 3678.505615
	Iteration 113Q: 3 clusters Score -1.088385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -10883852.000000 Penalty: 3678.505615
	Iteration 114Q: 3 clusters Score -1.088385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -10883870.000000 Penalty: 3678.505615
	Iteration 115Q: 3 clusters Score -1.088387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -10883853.000000 Penalty: 3678.505615
	Iteration 116Q: 3 clusters Score -1.088385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -10883854.000000 Penalty: 3678.505615
	Iteration 117Q: 3 clusters Score -1.088385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -10883854.000000 Penalty: 3678.505615
	Iteration 118Q: 3 clusters Score -1.088385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -10883850.000000 Penalty: 3678.505615
	Iteration 119Q: 3 clusters Score -1.088385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -10883849.000000 Penalty: 3678.505615
	Iteration 120F: 3 clusters Score -1.088385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -10883849.000000 Penalty: 3678.505615
	Iteration 121Q: 3 clusters Score -1.088385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -10883853.000000 Penalty: 3678.505615
	Iteration 122Q: 3 clusters Score -1.088385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -10883849.000000 Penalty: 3678.505615
	Iteration 123Q: 3 clusters Score -1.088385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -10883844.000000 Penalty: 3678.505615
	Iteration 124Q: 3 clusters Score -1.088384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -10883841.000000 Penalty: 3678.505615
	Iteration 125Q: 3 clusters Score -1.088384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -10883845.000000 Penalty: 3678.505615
	Iteration 126Q: 3 clusters Score -1.088384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -10883842.000000 Penalty: 3678.505615
	Iteration 127Q: 3 clusters Score -1.088384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -10883841.000000 Penalty: 3678.505615
	Iteration 128Q: 3 clusters Score -1.088384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -10883839.000000 Penalty: 3678.505615
	Iteration 129Q: 3 clusters Score -1.088384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -10883846.000000 Penalty: 3678.505615
	Iteration 130Q: 3 clusters Score -1.088385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -10883851.000000 Penalty: 3678.505615
	Iteration 131Q: 3 clusters Score -1.088385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -10883851.000000 Penalty: 3678.505615
	Iteration 132Q: 3 clusters Score -1.088385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -10883851.000000 Penalty: 3678.505615
	Iteration 133Q: 3 clusters Score -1.088385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -10883855.000000 Penalty: 3678.505615
	Iteration 134Q: 3 clusters Score -1.088386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -10883860.000000 Penalty: 3678.505615
	Iteration 135Q: 3 clusters Score -1.088386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -10883858.000000 Penalty: 3678.505615
	Iteration 136Q: 3 clusters Score -1.088386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -10883856.000000 Penalty: 3678.505615
	Iteration 137Q: 3 clusters Score -1.088386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -10883853.000000 Penalty: 3678.505615
	Iteration 138Q: 3 clusters Score -1.088385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -10883864.000000 Penalty: 3678.505615
	Iteration 139Q: 3 clusters Score -1.088386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -10883859.000000 Penalty: 3678.505615
	Iteration 140F: 3 clusters Score -1.088386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -10883853.000000 Penalty: 3678.505615
	Iteration 141Q: 3 clusters Score -1.088385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -10883855.000000 Penalty: 3678.505615
	Iteration 142Q: 3 clusters Score -1.088386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -10883859.000000 Penalty: 3678.505615
	Iteration 143Q: 3 clusters Score -1.088386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -10883856.000000 Penalty: 3678.505615
	Iteration 144Q: 3 clusters Score -1.088386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -10883857.000000 Penalty: 3678.505615
	Iteration 145Q: 3 clusters Score -1.088386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -10883853.000000 Penalty: 3678.505615
	Iteration 146Q: 3 clusters Score -1.088385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -10883858.000000 Penalty: 3678.505615
	Iteration 147Q: 3 clusters Score -1.088386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -10883860.000000 Penalty: 3678.505615
	Iteration 148Q: 3 clusters Score -1.088386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -10883854.000000 Penalty: 3678.505615
	Iteration 149Q: 3 clusters Score -1.088385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -10883863.000000 Penalty: 3678.505615
	Iteration 150Q: 3 clusters Score -1.088386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -10883857.000000 Penalty: 3678.505615
	Iteration 151Q: 3 clusters Score -1.088386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -10883854.000000 Penalty: 3678.505615
	Iteration 152Q: 3 clusters Score -1.088385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -10883851.000000 Penalty: 3678.505615
	Iteration 153Q: 3 clusters Score -1.088385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -10883854.000000 Penalty: 3678.505615
	Iteration 154Q: 3 clusters Score -1.088385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -10883848.000000 Penalty: 3678.505615
	Iteration 155Q: 3 clusters Score -1.088385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -10883844.000000 Penalty: 3678.505615
	Iteration 156Q: 3 clusters Score -1.088384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -10883844.000000 Penalty: 3678.505615
	Iteration 157Q: 3 clusters Score -1.088384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -10883842.000000 Penalty: 3678.505615
	Iteration 158Q: 3 clusters Score -1.088384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -10883842.000000 Penalty: 3678.505615
	Iteration 159Q: 3 clusters Score -1.088384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -10883842.000000 Penalty: 3678.505615
	Iteration 160F: 3 clusters Score -1.088384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -195377.015625 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -195377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -193607.140625 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -193607.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193943.093750 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -193943.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -194036.968750 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -194037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -194119.109375 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -194119.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -194179.890625 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -194179.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -194217.562500 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -194217.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194247.453125 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -194247.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194266.421875 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -194266.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194281.281250 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -194281.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194300.578125 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -194300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194312.953125 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -194313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -194326.250000 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -194326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -194334.593750 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -194334.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -194349.296875 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -194349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194359.656250 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -194359.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194363.765625 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -194363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -194366.906250 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -194366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194370.453125 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -194370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -194371.625000 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -194371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194372.859375 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -194372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -194373.640625 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -194373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194374.125000 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -194374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194374.125000 Penalty: 2378.525391
	Iteration 22F: 3 clusters Score -194374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -348897.093750 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -348897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -346337.187500 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -346337.2 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -346933.125000 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -346933.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -347069.062500 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -347069.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -347131.312500 Penalty: 2572.013184
	Iteration 3Q: 3 clusters Score -347131.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -347170.875000 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -347170.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -347216.125000 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -347216.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347241.406250 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -347241.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -347262.156250 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -347262.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -347279.750000 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -347279.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -347298.625000 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -347298.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -347314.250000 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -347314.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -347328.375000 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -347328.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -347339.875000 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -347339.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -347353.562500 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -347353.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -347366.562500 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -347366.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -347375.375000 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -347375.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -347385.843750 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -347385.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -347393.687500 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -347393.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -347401.718750 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -347401.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -347407.687500 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -347407.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -347412.281250 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -347412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -347416.281250 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -347416.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -347420.875000 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -347420.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -347430.437500 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -347430.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -347445.875000 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -347445.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -347462.625000 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -347462.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -347481.281250 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -347481.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -347500.093750 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -347500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -347515.093750 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -347515.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -347532.468750 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -347532.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -347553.437500 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -347553.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -347573.531250 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -347573.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -347587.531250 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -347587.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -347599.406250 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -347599.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -347611.468750 Penalty: 2572.013184
	Iteration 34Q: 3 clusters Score -347611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -347616.437500 Penalty: 2572.013184
	Iteration 35Q: 3 clusters Score -347616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -347621.000000 Penalty: 2572.013184
	Iteration 36Q: 3 clusters Score -347621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -347625.093750 Penalty: 2572.013184
	Iteration 37Q: 3 clusters Score -347625.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -347630.968750 Penalty: 2572.013184
	Iteration 38Q: 3 clusters Score -347631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -347640.656250 Penalty: 2572.013184
	Iteration 39Q: 3 clusters Score -347640.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -347655.000000 Penalty: 2572.013184
	Iteration 40F: 3 clusters Score -347655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -347665.937500 Penalty: 2572.013184
	Iteration 41Q: 3 clusters Score -347665.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -347679.656250 Penalty: 2572.013184
	Iteration 42Q: 3 clusters Score -347679.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -347688.656250 Penalty: 2572.013184
	Iteration 43Q: 3 clusters Score -347688.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -347694.312500 Penalty: 2572.013184
	Iteration 44Q: 3 clusters Score -347694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -347702.781250 Penalty: 2572.013184
	Iteration 45Q: 3 clusters Score -347702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -347712.031250 Penalty: 2572.013184
	Iteration 46Q: 3 clusters Score -347712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -347722.343750 Penalty: 2572.013184
	Iteration 47Q: 3 clusters Score -347722.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -347729.468750 Penalty: 2572.013184
	Iteration 48Q: 3 clusters Score -347729.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -347736.218750 Penalty: 2572.013184
	Iteration 49Q: 3 clusters Score -347736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -347737.968750 Penalty: 2572.013184
	Iteration 50Q: 3 clusters Score -347738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -347740.562500 Penalty: 2572.013184
	Iteration 51Q: 3 clusters Score -347740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -347741.468750 Penalty: 2572.013184
	Iteration 52Q: 3 clusters Score -347741.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -347745.781250 Penalty: 2572.013184
	Iteration 53Q: 3 clusters Score -347745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -347748.500000 Penalty: 2572.013184
	Iteration 54Q: 3 clusters Score -347748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -347751.000000 Penalty: 2572.013184
	Iteration 55Q: 3 clusters Score -347751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -347753.593750 Penalty: 2572.013184
	Iteration 56Q: 3 clusters Score -347753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -347756.343750 Penalty: 2572.013184
	Iteration 57Q: 3 clusters Score -347756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -347757.875000 Penalty: 2572.013184
	Iteration 58Q: 3 clusters Score -347757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -347760.343750 Penalty: 2572.013184
	Iteration 59Q: 3 clusters Score -347760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -347762.812500 Penalty: 2572.013184
	Iteration 60F: 3 clusters Score -347762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -347767.031250 Penalty: 2572.013184
	Iteration 61Q: 3 clusters Score -347767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -347770.906250 Penalty: 2572.013184
	Iteration 62Q: 3 clusters Score -347770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -347775.812500 Penalty: 2572.013184
	Iteration 63Q: 3 clusters Score -347775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -347779.281250 Penalty: 2572.013184
	Iteration 64Q: 3 clusters Score -347779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -347784.000000 Penalty: 2572.013184
	Iteration 65Q: 3 clusters Score -347784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -347785.156250 Penalty: 2572.013184
	Iteration 66Q: 3 clusters Score -347785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -347789.125000 Penalty: 2572.013184
	Iteration 67Q: 3 clusters Score -347789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -347790.468750 Penalty: 2572.013184
	Iteration 68Q: 3 clusters Score -347790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -347793.312500 Penalty: 2572.013184
	Iteration 69Q: 3 clusters Score -347793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -347795.843750 Penalty: 2572.013184
	Iteration 70Q: 3 clusters Score -347795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -347795.843750 Penalty: 2572.013184
	Iteration 71F: 3 clusters Score -347795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -171273.875000 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -171273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -169523.984375 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -169524 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -169976.265625 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -169976.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170114.125000 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -170114.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -170213.484375 Penalty: 2379.386230
	Iteration 3F: 3 clusters Score -170213.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170281.625000 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -170281.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -170326.671875 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -170326.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170367.234375 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -170367.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170420.515625 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -170420.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -170464.078125 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -170464.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -170513.953125 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -170514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -170556.890625 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -170556.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170598.546875 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -170598.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170640.609375 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -170640.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -170674.484375 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -170674.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170717.015625 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -170717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -170747.750000 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -170747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -170767.750000 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -170767.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -170780.328125 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -170780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -170785.328125 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -170785.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -170791.843750 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -170791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -170794.484375 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -170794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170795.265625 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -170795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170795.265625 Penalty: 2379.386230
	Iteration 22F: 3 clusters Score -170795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (69637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Entering Unmasked Estep 
Score: -9169956.000000 Penalty: 1812.045898
	Iteration 0F: 2 clusters Score -9169956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -9124824.000000 Penalty: 3624.091797
	Iteration 0F: 3 clusters Score -9124824 nChanged 33028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -9143969.000000 Penalty: 3624.091797
	Iteration 1F: 3 clusters Score -9143969 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -9145211.000000 Penalty: 3624.091797
	Iteration 2Q: 3 clusters Score -9145211 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -9147500.000000 Penalty: 3624.091797
	Iteration 3F: 3 clusters Score -9147500 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -9151250.000000 Penalty: 3624.091797
	Iteration 4F: 3 clusters Score -9151250 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -9156636.000000 Penalty: 3624.091797
	Iteration 5F: 3 clusters Score -9156636 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -9162342.000000 Penalty: 3624.091797
	Iteration 6F: 3 clusters Score -9162342 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9166036.000000 Penalty: 3624.091797
	Iteration 7F: 3 clusters Score -9166036 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9167512.000000 Penalty: 3624.091797
	Iteration 8Q: 3 clusters Score -9167512 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9168052.000000 Penalty: 3624.091797
	Iteration 9Q: 3 clusters Score -9168052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9168195.000000 Penalty: 3624.091797
	Iteration 10Q: 3 clusters Score -9168195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9168262.000000 Penalty: 3624.091797
	Iteration 11Q: 3 clusters Score -9168262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9168316.000000 Penalty: 3624.091797
	Iteration 12Q: 3 clusters Score -9168316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9168329.000000 Penalty: 3624.091797
	Iteration 13Q: 3 clusters Score -9168329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9168336.000000 Penalty: 3624.091797
	Iteration 14Q: 3 clusters Score -9168336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9168350.000000 Penalty: 3624.091797
	Iteration 15Q: 3 clusters Score -9168350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9168360.000000 Penalty: 3624.091797
	Iteration 16Q: 3 clusters Score -9168360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9168377.000000 Penalty: 3624.091797
	Iteration 17Q: 3 clusters Score -9168377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9168375.000000 Penalty: 3624.091797
	Iteration 18Q: 3 clusters Score -9168375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9168377.000000 Penalty: 3624.091797
	Iteration 19Q: 3 clusters Score -9168377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9168380.000000 Penalty: 3624.091797
	Iteration 20F: 3 clusters Score -9168380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9168384.000000 Penalty: 3624.091797
	Iteration 21Q: 3 clusters Score -9168384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9168397.000000 Penalty: 3624.091797
	Iteration 22Q: 3 clusters Score -9168397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9168395.000000 Penalty: 3624.091797
	Iteration 23Q: 3 clusters Score -9168395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9168397.000000 Penalty: 3624.091797
	Iteration 24Q: 3 clusters Score -9168397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9168407.000000 Penalty: 3624.091797
	Iteration 25Q: 3 clusters Score -9168407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9168407.000000 Penalty: 3624.091797
	Iteration 26F: 3 clusters Score -9168407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Entering Unmasked Estep 
Score: -1593092.375000 Penalty: 1527.212280
	Iteration 0F: 2 clusters Score -1593092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1584592.875000 Penalty: 3054.424561
	Iteration 0F: 3 clusters Score -1584593 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1587503.250000 Penalty: 3054.424561
	Iteration 1F: 3 clusters Score -1587503 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1587717.250000 Penalty: 3054.424561
	Iteration 2F: 3 clusters Score -1587717 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1587881.000000 Penalty: 3054.424561
	Iteration 3Q: 3 clusters Score -1587881 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1588046.000000 Penalty: 3054.424561
	Iteration 4Q: 3 clusters Score -1588046 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1588240.500000 Penalty: 3054.424561
	Iteration 5Q: 3 clusters Score -1588240 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1588542.375000 Penalty: 3054.424561
	Iteration 6Q: 3 clusters Score -1588542 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1589013.625000 Penalty: 3054.424561
	Iteration 7F: 3 clusters Score -1589014 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1589610.375000 Penalty: 3054.424561
	Iteration 8F: 3 clusters Score -1589610 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1590305.375000 Penalty: 3054.424561
	Iteration 9F: 3 clusters Score -1590305 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1591007.875000 Penalty: 3054.424561
	Iteration 10F: 3 clusters Score -1591008 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1591594.625000 Penalty: 3054.424561
	Iteration 11F: 3 clusters Score -1591595 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1591942.625000 Penalty: 3054.424561
	Iteration 12Q: 3 clusters Score -1591943 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1592168.375000 Penalty: 3054.424561
	Iteration 13Q: 3 clusters Score -1592168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1592288.750000 Penalty: 3054.424561
	Iteration 14Q: 3 clusters Score -1592289 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1592353.625000 Penalty: 3054.424561
	Iteration 15Q: 3 clusters Score -1592354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1592379.500000 Penalty: 3054.424561
	Iteration 16Q: 3 clusters Score -1592380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1592404.125000 Penalty: 3054.424561
	Iteration 17Q: 3 clusters Score -1592404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1592411.875000 Penalty: 3054.424561
	Iteration 18Q: 3 clusters Score -1592412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1592424.375000 Penalty: 3054.424561
	Iteration 19Q: 3 clusters Score -1592424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1592433.250000 Penalty: 3054.424561
	Iteration 20F: 3 clusters Score -1592433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1592434.000000 Penalty: 3054.424561
	Iteration 21Q: 3 clusters Score -1592434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1592442.500000 Penalty: 3054.424561
	Iteration 22Q: 3 clusters Score -1592442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1592444.250000 Penalty: 3054.424561
	Iteration 23Q: 3 clusters Score -1592444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1592446.000000 Penalty: 3054.424561
	Iteration 24Q: 3 clusters Score -1592446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1592446.125000 Penalty: 3054.424561
	Iteration 25Q: 3 clusters Score -1592446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1592445.250000 Penalty: 3054.424561
	Iteration 26Q: 3 clusters Score -1592445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1592447.750000 Penalty: 3054.424561
	Iteration 27Q: 3 clusters Score -1592448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1592446.750000 Penalty: 3054.424561
	Iteration 28Q: 3 clusters Score -1592447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1592447.125000 Penalty: 3054.424561
	Iteration 29Q: 3 clusters Score -1592447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1592448.000000 Penalty: 3054.424561
	Iteration 30Q: 3 clusters Score -1592448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1592449.625000 Penalty: 3054.424561
	Iteration 31Q: 3 clusters Score -1592450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1592450.125000 Penalty: 3054.424561
	Iteration 32Q: 3 clusters Score -1592450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1592450.125000 Penalty: 3054.424561
	Iteration 33F: 3 clusters Score -1592450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -3071380.500000 Penalty: 1633.854614
	Iteration 0F: 2 clusters Score -3071380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3055793.000000 Penalty: 3267.709229
	Iteration 0F: 3 clusters Score -3055793 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3061393.250000 Penalty: 3267.709229
	Iteration 1F: 3 clusters Score -3061393 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3061672.500000 Penalty: 3267.709229
	Iteration 2Q: 3 clusters Score -3061672 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3061931.750000 Penalty: 3267.709229
	Iteration 3Q: 3 clusters Score -3061932 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3062137.750000 Penalty: 3267.709229
	Iteration 4Q: 3 clusters Score -3062138 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3062315.000000 Penalty: 3267.709229
	Iteration 5Q: 3 clusters Score -3062315 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3062453.500000 Penalty: 3267.709229
	Iteration 6Q: 3 clusters Score -3062454 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3062606.500000 Penalty: 3267.709229
	Iteration 7Q: 3 clusters Score -3062606 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3062748.000000 Penalty: 3267.709229
	Iteration 8Q: 3 clusters Score -3062748 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3062884.750000 Penalty: 3267.709229
	Iteration 9Q: 3 clusters Score -3062885 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3063055.750000 Penalty: 3267.709229
	Iteration 10Q: 3 clusters Score -3063056 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3063273.000000 Penalty: 3267.709229
	Iteration 11Q: 3 clusters Score -3063273 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3063550.750000 Penalty: 3267.709229
	Iteration 12Q: 3 clusters Score -3063551 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3063980.750000 Penalty: 3267.709229
	Iteration 13Q: 3 clusters Score -3063981 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3064614.500000 Penalty: 3267.709229
	Iteration 14Q: 3 clusters Score -3064614 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3065394.750000 Penalty: 3267.709229
	Iteration 15Q: 3 clusters Score -3065395 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3066099.750000 Penalty: 3267.709229
	Iteration 16Q: 3 clusters Score -3066100 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3066589.750000 Penalty: 3267.709229
	Iteration 17Q: 3 clusters Score -3066590 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3066972.250000 Penalty: 3267.709229
	Iteration 18Q: 3 clusters Score -3066972 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3067335.250000 Penalty: 3267.709229
	Iteration 19Q: 3 clusters Score -3067335 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3067674.250000 Penalty: 3267.709229
	Iteration 20F: 3 clusters Score -3067674 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3068031.000000 Penalty: 3267.709229
	Iteration 21Q: 3 clusters Score -3068031 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3068331.250000 Penalty: 3267.709229
	Iteration 22Q: 3 clusters Score -3068331 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3068570.750000 Penalty: 3267.709229
	Iteration 23Q: 3 clusters Score -3068571 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3068757.500000 Penalty: 3267.709229
	Iteration 24Q: 3 clusters Score -3068758 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3068935.500000 Penalty: 3267.709229
	Iteration 25Q: 3 clusters Score -3068936 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3069104.500000 Penalty: 3267.709229
	Iteration 26Q: 3 clusters Score -3069104 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3069234.750000 Penalty: 3267.709229
	Iteration 27Q: 3 clusters Score -3069235 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3069348.000000 Penalty: 3267.709229
	Iteration 28Q: 3 clusters Score -3069348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3069416.500000 Penalty: 3267.709229
	Iteration 29Q: 3 clusters Score -3069416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3069476.750000 Penalty: 3267.709229
	Iteration 30Q: 3 clusters Score -3069477 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3069497.500000 Penalty: 3267.709229
	Iteration 31Q: 3 clusters Score -3069498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3069496.250000 Penalty: 3267.709229
	Iteration 32Q: 3 clusters Score -3069496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3069506.000000 Penalty: 3267.709229
	Iteration 33Q: 3 clusters Score -3069506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3069514.500000 Penalty: 3267.709229
	Iteration 34Q: 3 clusters Score -3069514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3069518.500000 Penalty: 3267.709229
	Iteration 35Q: 3 clusters Score -3069518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3069523.750000 Penalty: 3267.709229
	Iteration 36Q: 3 clusters Score -3069524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3069521.000000 Penalty: 3267.709229
	Iteration 37Q: 3 clusters Score -3069521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3069522.750000 Penalty: 3267.709229
	Iteration 38Q: 3 clusters Score -3069523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3069521.750000 Penalty: 3267.709229
	Iteration 39Q: 3 clusters Score -3069522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3069520.000000 Penalty: 3267.709229
	Iteration 40F: 3 clusters Score -3069520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3069525.750000 Penalty: 3267.709229
	Iteration 41Q: 3 clusters Score -3069526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3069530.250000 Penalty: 3267.709229
	Iteration 42Q: 3 clusters Score -3069530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3069531.500000 Penalty: 3267.709229
	Iteration 43Q: 3 clusters Score -3069532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3069526.500000 Penalty: 3267.709229
	Iteration 44Q: 3 clusters Score -3069526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3069527.000000 Penalty: 3267.709229
	Iteration 45Q: 3 clusters Score -3069527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3069524.750000 Penalty: 3267.709229
	Iteration 46Q: 3 clusters Score -3069525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3069517.000000 Penalty: 3267.709229
	Iteration 47Q: 3 clusters Score -3069517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3069525.750000 Penalty: 3267.709229
	Iteration 48Q: 3 clusters Score -3069526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3069522.750000 Penalty: 3267.709229
	Iteration 49Q: 3 clusters Score -3069523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3069529.250000 Penalty: 3267.709229
	Iteration 50Q: 3 clusters Score -3069529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3069528.000000 Penalty: 3267.709229
	Iteration 51Q: 3 clusters Score -3069528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3069531.500000 Penalty: 3267.709229
	Iteration 52Q: 3 clusters Score -3069532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3069531.250000 Penalty: 3267.709229
	Iteration 53Q: 3 clusters Score -3069531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3069527.750000 Penalty: 3267.709229
	Iteration 54Q: 3 clusters Score -3069528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3069530.500000 Penalty: 3267.709229
	Iteration 55Q: 3 clusters Score -3069530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3069530.500000 Penalty: 3267.709229
	Iteration 56Q: 3 clusters Score -3069530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3069523.500000 Penalty: 3267.709229
	Iteration 57Q: 3 clusters Score -3069524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3069544.500000 Penalty: 3267.709229
	Iteration 58Q: 3 clusters Score -3069544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3069545.750000 Penalty: 3267.709229
	Iteration 59Q: 3 clusters Score -3069546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3069556.250000 Penalty: 3267.709229
	Iteration 60F: 3 clusters Score -3069556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3069552.250000 Penalty: 3267.709229
	Iteration 61Q: 3 clusters Score -3069552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3069545.500000 Penalty: 3267.709229
	Iteration 62Q: 3 clusters Score -3069546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3069545.500000 Penalty: 3267.709229
	Iteration 63Q: 3 clusters Score -3069546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3069549.500000 Penalty: 3267.709229
	Iteration 64Q: 3 clusters Score -3069550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3069555.250000 Penalty: 3267.709229
	Iteration 65Q: 3 clusters Score -3069555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3069554.500000 Penalty: 3267.709229
	Iteration 66Q: 3 clusters Score -3069554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3069555.250000 Penalty: 3267.709229
	Iteration 67Q: 3 clusters Score -3069555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3069553.250000 Penalty: 3267.709229
	Iteration 68Q: 3 clusters Score -3069553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3069547.000000 Penalty: 3267.709229
	Iteration 69Q: 3 clusters Score -3069547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3069549.750000 Penalty: 3267.709229
	Iteration 70Q: 3 clusters Score -3069550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3069554.750000 Penalty: 3267.709229
	Iteration 71Q: 3 clusters Score -3069555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3069555.500000 Penalty: 3267.709229
	Iteration 72Q: 3 clusters Score -3069556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3069562.500000 Penalty: 3267.709229
	Iteration 73Q: 3 clusters Score -3069562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3069555.250000 Penalty: 3267.709229
	Iteration 74Q: 3 clusters Score -3069555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3069557.250000 Penalty: 3267.709229
	Iteration 75Q: 3 clusters Score -3069557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3069557.500000 Penalty: 3267.709229
	Iteration 76Q: 3 clusters Score -3069558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3069559.000000 Penalty: 3267.709229
	Iteration 77Q: 3 clusters Score -3069559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3069561.000000 Penalty: 3267.709229
	Iteration 78Q: 3 clusters Score -3069561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3069563.500000 Penalty: 3267.709229
	Iteration 79Q: 3 clusters Score -3069564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3069559.500000 Penalty: 3267.709229
	Iteration 80F: 3 clusters Score -3069560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3069562.000000 Penalty: 3267.709229
	Iteration 81Q: 3 clusters Score -3069562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3069559.750000 Penalty: 3267.709229
	Iteration 82Q: 3 clusters Score -3069560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3069557.750000 Penalty: 3267.709229
	Iteration 83Q: 3 clusters Score -3069558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3069559.000000 Penalty: 3267.709229
	Iteration 84Q: 3 clusters Score -3069559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3069558.500000 Penalty: 3267.709229
	Iteration 85Q: 3 clusters Score -3069558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3069553.750000 Penalty: 3267.709229
	Iteration 86Q: 3 clusters Score -3069554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3069549.750000 Penalty: 3267.709229
	Iteration 87Q: 3 clusters Score -3069550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3069549.000000 Penalty: 3267.709229
	Iteration 88Q: 3 clusters Score -3069549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3069551.500000 Penalty: 3267.709229
	Iteration 89Q: 3 clusters Score -3069552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3069556.750000 Penalty: 3267.709229
	Iteration 90Q: 3 clusters Score -3069557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3069563.750000 Penalty: 3267.709229
	Iteration 91Q: 3 clusters Score -3069564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3069560.250000 Penalty: 3267.709229
	Iteration 92Q: 3 clusters Score -3069560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3069558.000000 Penalty: 3267.709229
	Iteration 93Q: 3 clusters Score -3069558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3069555.500000 Penalty: 3267.709229
	Iteration 94Q: 3 clusters Score -3069556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3069561.000000 Penalty: 3267.709229
	Iteration 95Q: 3 clusters Score -3069561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3069554.000000 Penalty: 3267.709229
	Iteration 96Q: 3 clusters Score -3069554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3069555.250000 Penalty: 3267.709229
	Iteration 97Q: 3 clusters Score -3069555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3069554.750000 Penalty: 3267.709229
	Iteration 98Q: 3 clusters Score -3069555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3069554.000000 Penalty: 3267.709229
	Iteration 99Q: 3 clusters Score -3069554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3069551.000000 Penalty: 3267.709229
	Iteration 100F: 3 clusters Score -3069551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3069554.500000 Penalty: 3267.709229
	Iteration 101Q: 3 clusters Score -3069554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3069559.000000 Penalty: 3267.709229
	Iteration 102Q: 3 clusters Score -3069559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3069557.750000 Penalty: 3267.709229
	Iteration 103Q: 3 clusters Score -3069558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3069558.000000 Penalty: 3267.709229
	Iteration 104Q: 3 clusters Score -3069558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3069554.000000 Penalty: 3267.709229
	Iteration 105Q: 3 clusters Score -3069554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3069556.500000 Penalty: 3267.709229
	Iteration 106Q: 3 clusters Score -3069556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3069554.750000 Penalty: 3267.709229
	Iteration 107Q: 3 clusters Score -3069555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3069556.250000 Penalty: 3267.709229
	Iteration 108Q: 3 clusters Score -3069556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3069554.500000 Penalty: 3267.709229
	Iteration 109Q: 3 clusters Score -3069554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3069555.750000 Penalty: 3267.709229
	Iteration 110Q: 3 clusters Score -3069556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3069557.500000 Penalty: 3267.709229
	Iteration 111Q: 3 clusters Score -3069558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3069556.500000 Penalty: 3267.709229
	Iteration 112Q: 3 clusters Score -3069556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3069561.000000 Penalty: 3267.709229
	Iteration 113Q: 3 clusters Score -3069561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3069561.000000 Penalty: 3267.709229
	Iteration 114Q: 3 clusters Score -3069561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3069563.500000 Penalty: 3267.709229
	Iteration 115Q: 3 clusters Score -3069564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3069563.500000 Penalty: 3267.709229
	Iteration 116F: 3 clusters Score -3069564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (85991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Entering Unmasked Estep 
Score: -11365299.000000 Penalty: 1846.324585
	Iteration 0F: 2 clusters Score -1.13653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -11313165.000000 Penalty: 3692.649170
	Iteration 0F: 3 clusters Score -1.131316e+07 nChanged 40895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -11336556.000000 Penalty: 3692.649170
	Iteration 1F: 3 clusters Score -1.133656e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -11337144.000000 Penalty: 3692.649170
	Iteration 2Q: 3 clusters Score -1.133714e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -11337929.000000 Penalty: 3692.649170
	Iteration 3Q: 3 clusters Score -1.133793e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -11339349.000000 Penalty: 3692.649170
	Iteration 4Q: 3 clusters Score -1.133935e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -11341386.000000 Penalty: 3692.649170
	Iteration 5F: 3 clusters Score -1.134139e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -11344296.000000 Penalty: 3692.649170
	Iteration 6F: 3 clusters Score -1.13443e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -11348111.000000 Penalty: 3692.649170
	Iteration 7F: 3 clusters Score -1.134811e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -11352108.000000 Penalty: 3692.649170
	Iteration 8F: 3 clusters Score -1.135211e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -11355427.000000 Penalty: 3692.649170
	Iteration 9F: 3 clusters Score -1.135543e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -11358088.000000 Penalty: 3692.649170
	Iteration 10Q: 3 clusters Score -1.135809e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -11359737.000000 Penalty: 3692.649170
	Iteration 11Q: 3 clusters Score -1.135974e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -11360627.000000 Penalty: 3692.649170
	Iteration 12Q: 3 clusters Score -1.136063e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -11361127.000000 Penalty: 3692.649170
	Iteration 13Q: 3 clusters Score -1.136113e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -11361359.000000 Penalty: 3692.649170
	Iteration 14Q: 3 clusters Score -1.136136e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -11361581.000000 Penalty: 3692.649170
	Iteration 15Q: 3 clusters Score -1.136158e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -11361800.000000 Penalty: 3692.649170
	Iteration 16Q: 3 clusters Score -1.13618e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -11362007.000000 Penalty: 3692.649170
	Iteration 17Q: 3 clusters Score -1.136201e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -11362149.000000 Penalty: 3692.649170
	Iteration 18Q: 3 clusters Score -1.136215e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -11362288.000000 Penalty: 3692.649170
	Iteration 19Q: 3 clusters Score -1.136229e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -11362349.000000 Penalty: 3692.649170
	Iteration 20F: 3 clusters Score -1.136235e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -11362439.000000 Penalty: 3692.649170
	Iteration 21Q: 3 clusters Score -1.136244e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -11362500.000000 Penalty: 3692.649170
	Iteration 22Q: 3 clusters Score -1.13625e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -11362520.000000 Penalty: 3692.649170
	Iteration 23Q: 3 clusters Score -1.136252e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -11362554.000000 Penalty: 3692.649170
	Iteration 24Q: 3 clusters Score -1.136255e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -11362578.000000 Penalty: 3692.649170
	Iteration 25Q: 3 clusters Score -1.136258e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -11362602.000000 Penalty: 3692.649170
	Iteration 26Q: 3 clusters Score -1.13626e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -11362629.000000 Penalty: 3692.649170
	Iteration 27Q: 3 clusters Score -1.136263e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -11362678.000000 Penalty: 3692.649170
	Iteration 28Q: 3 clusters Score -1.136268e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -11362646.000000 Penalty: 3692.649170
	Iteration 29Q: 3 clusters Score -1.136265e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -11362696.000000 Penalty: 3692.649170
	Iteration 30Q: 3 clusters Score -1.13627e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -11362741.000000 Penalty: 3692.649170
	Iteration 31Q: 3 clusters Score -1.136274e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -11362783.000000 Penalty: 3692.649170
	Iteration 32Q: 3 clusters Score -1.136278e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -11362869.000000 Penalty: 3692.649170
	Iteration 33Q: 3 clusters Score -1.136287e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81082 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -11362919.000000 Penalty: 3692.649170
	Iteration 34Q: 3 clusters Score -1.136292e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11362993.000000 Penalty: 3692.649170
	Iteration 35Q: 3 clusters Score -1.136299e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -11363033.000000 Penalty: 3692.649170
	Iteration 36Q: 3 clusters Score -1.136303e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -11363074.000000 Penalty: 3692.649170
	Iteration 37Q: 3 clusters Score -1.136307e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -11363101.000000 Penalty: 3692.649170
	Iteration 38Q: 3 clusters Score -1.13631e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -11363157.000000 Penalty: 3692.649170
	Iteration 39Q: 3 clusters Score -1.136316e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -11363253.000000 Penalty: 3692.649170
	Iteration 40F: 3 clusters Score -1.136325e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -11363266.000000 Penalty: 3692.649170
	Iteration 41Q: 3 clusters Score -1.136327e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -11363362.000000 Penalty: 3692.649170
	Iteration 42Q: 3 clusters Score -1.136336e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -11363384.000000 Penalty: 3692.649170
	Iteration 43Q: 3 clusters Score -1.136338e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -11363382.000000 Penalty: 3692.649170
	Iteration 44Q: 3 clusters Score -1.136338e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -11363450.000000 Penalty: 3692.649170
	Iteration 45Q: 3 clusters Score -1.136345e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11363480.000000 Penalty: 3692.649170
	Iteration 46Q: 3 clusters Score -1.136348e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11363531.000000 Penalty: 3692.649170
	Iteration 47Q: 3 clusters Score -1.136353e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -11363597.000000 Penalty: 3692.649170
	Iteration 48Q: 3 clusters Score -1.13636e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -11363644.000000 Penalty: 3692.649170
	Iteration 49Q: 3 clusters Score -1.136364e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11363710.000000 Penalty: 3692.649170
	Iteration 50Q: 3 clusters Score -1.136371e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11363738.000000 Penalty: 3692.649170
	Iteration 51Q: 3 clusters Score -1.136374e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -11363806.000000 Penalty: 3692.649170
	Iteration 52Q: 3 clusters Score -1.136381e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -11363828.000000 Penalty: 3692.649170
	Iteration 53Q: 3 clusters Score -1.136383e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -11363847.000000 Penalty: 3692.649170
	Iteration 54Q: 3 clusters Score -1.136385e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11363887.000000 Penalty: 3692.649170
	Iteration 55Q: 3 clusters Score -1.136389e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11363889.000000 Penalty: 3692.649170
	Iteration 56Q: 3 clusters Score -1.136389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -11363892.000000 Penalty: 3692.649170
	Iteration 57Q: 3 clusters Score -1.136389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11363916.000000 Penalty: 3692.649170
	Iteration 58Q: 3 clusters Score -1.136392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11363936.000000 Penalty: 3692.649170
	Iteration 59Q: 3 clusters Score -1.136394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -11363945.000000 Penalty: 3692.649170
	Iteration 60F: 3 clusters Score -1.136394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -11363965.000000 Penalty: 3692.649170
	Iteration 61Q: 3 clusters Score -1.136396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -11363980.000000 Penalty: 3692.649170
	Iteration 62Q: 3 clusters Score -1.136398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -11363982.000000 Penalty: 3692.649170
	Iteration 63Q: 3 clusters Score -1.136398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -11363997.000000 Penalty: 3692.649170
	Iteration 64Q: 3 clusters Score -1.1364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11363997.000000 Penalty: 3692.649170
	Iteration 65Q: 3 clusters Score -1.1364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11364018.000000 Penalty: 3692.649170
	Iteration 66Q: 3 clusters Score -1.136402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11364007.000000 Penalty: 3692.649170
	Iteration 67Q: 3 clusters Score -1.136401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -11364020.000000 Penalty: 3692.649170
	Iteration 68Q: 3 clusters Score -1.136402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11364022.000000 Penalty: 3692.649170
	Iteration 69Q: 3 clusters Score -1.136402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11364030.000000 Penalty: 3692.649170
	Iteration 70Q: 3 clusters Score -1.136403e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11364040.000000 Penalty: 3692.649170
	Iteration 71Q: 3 clusters Score -1.136404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11364038.000000 Penalty: 3692.649170
	Iteration 72Q: 3 clusters Score -1.136404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11364051.000000 Penalty: 3692.649170
	Iteration 73Q: 3 clusters Score -1.136405e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11364050.000000 Penalty: 3692.649170
	Iteration 74Q: 3 clusters Score -1.136405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -11364068.000000 Penalty: 3692.649170
	Iteration 75Q: 3 clusters Score -1.136407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11364076.000000 Penalty: 3692.649170
	Iteration 76Q: 3 clusters Score -1.136408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11364067.000000 Penalty: 3692.649170
	Iteration 77Q: 3 clusters Score -1.136407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11364062.000000 Penalty: 3692.649170
	Iteration 78Q: 3 clusters Score -1.136406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11364075.000000 Penalty: 3692.649170
	Iteration 79Q: 3 clusters Score -1.136408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11364059.000000 Penalty: 3692.649170
	Iteration 80F: 3 clusters Score -1.136406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11364043.000000 Penalty: 3692.649170
	Iteration 81Q: 3 clusters Score -1.136404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11364049.000000 Penalty: 3692.649170
	Iteration 82Q: 3 clusters Score -1.136405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11364056.000000 Penalty: 3692.649170
	Iteration 83Q: 3 clusters Score -1.136406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11364060.000000 Penalty: 3692.649170
	Iteration 84Q: 3 clusters Score -1.136406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11364059.000000 Penalty: 3692.649170
	Iteration 85Q: 3 clusters Score -1.136406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11364063.000000 Penalty: 3692.649170
	Iteration 86Q: 3 clusters Score -1.136406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11364064.000000 Penalty: 3692.649170
	Iteration 87Q: 3 clusters Score -1.136406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11364071.000000 Penalty: 3692.649170
	Iteration 88Q: 3 clusters Score -1.136407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11364081.000000 Penalty: 3692.649170
	Iteration 89Q: 3 clusters Score -1.136408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11364091.000000 Penalty: 3692.649170
	Iteration 90Q: 3 clusters Score -1.136409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11364097.000000 Penalty: 3692.649170
	Iteration 91Q: 3 clusters Score -1.13641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11364094.000000 Penalty: 3692.649170
	Iteration 92Q: 3 clusters Score -1.136409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11364094.000000 Penalty: 3692.649170
	Iteration 93Q: 3 clusters Score -1.136409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11364092.000000 Penalty: 3692.649170
	Iteration 94Q: 3 clusters Score -1.136409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11364103.000000 Penalty: 3692.649170
	Iteration 95Q: 3 clusters Score -1.13641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -11364097.000000 Penalty: 3692.649170
	Iteration 96Q: 3 clusters Score -1.13641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11364099.000000 Penalty: 3692.649170
	Iteration 97Q: 3 clusters Score -1.13641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11364090.000000 Penalty: 3692.649170
	Iteration 98Q: 3 clusters Score -1.136409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11364094.000000 Penalty: 3692.649170
	Iteration 99Q: 3 clusters Score -1.136409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11364092.000000 Penalty: 3692.649170
	Iteration 100F: 3 clusters Score -1.136409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11364095.000000 Penalty: 3692.649170
	Iteration 101Q: 3 clusters Score -1.13641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11364092.000000 Penalty: 3692.649170
	Iteration 102Q: 3 clusters Score -1.136409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11364100.000000 Penalty: 3692.649170
	Iteration 103Q: 3 clusters Score -1.13641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11364087.000000 Penalty: 3692.649170
	Iteration 104Q: 3 clusters Score -1.136409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11364087.000000 Penalty: 3692.649170
	Iteration 105F: 3 clusters Score -1.136409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -372576.625000 Penalty: 1293.892578
	Iteration 0F: 2 clusters Score -372576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -369955.937500 Penalty: 2587.785156
	Iteration 0F: 3 clusters Score -369955.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -370534.375000 Penalty: 2587.785156
	Iteration 1F: 3 clusters Score -370534.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -370641.125000 Penalty: 2587.785156
	Iteration 2F: 3 clusters Score -370641.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -370703.406250 Penalty: 2587.785156
	Iteration 3Q: 3 clusters Score -370703.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -370753.625000 Penalty: 2587.785156
	Iteration 4Q: 3 clusters Score -370753.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -370783.093750 Penalty: 2587.785156
	Iteration 5Q: 3 clusters Score -370783.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -370803.906250 Penalty: 2587.785156
	Iteration 6Q: 3 clusters Score -370803.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -370821.875000 Penalty: 2587.785156
	Iteration 7Q: 3 clusters Score -370821.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -370842.625000 Penalty: 2587.785156
	Iteration 8Q: 3 clusters Score -370842.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -370863.687500 Penalty: 2587.785156
	Iteration 9Q: 3 clusters Score -370863.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -370887.281250 Penalty: 2587.785156
	Iteration 10Q: 3 clusters Score -370887.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -370906.906250 Penalty: 2587.785156
	Iteration 11Q: 3 clusters Score -370906.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -370924.593750 Penalty: 2587.785156
	Iteration 12Q: 3 clusters Score -370924.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -370947.437500 Penalty: 2587.785156
	Iteration 13Q: 3 clusters Score -370947.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -370970.593750 Penalty: 2587.785156
	Iteration 14Q: 3 clusters Score -370970.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -370992.531250 Penalty: 2587.785156
	Iteration 15Q: 3 clusters Score -370992.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -371020.031250 Penalty: 2587.785156
	Iteration 16Q: 3 clusters Score -371020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -371051.093750 Penalty: 2587.785156
	Iteration 17Q: 3 clusters Score -371051.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -371078.250000 Penalty: 2587.785156
	Iteration 18Q: 3 clusters Score -371078.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -371105.656250 Penalty: 2587.785156
	Iteration 19Q: 3 clusters Score -371105.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -371133.625000 Penalty: 2587.785156
	Iteration 20F: 3 clusters Score -371133.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -371164.125000 Penalty: 2587.785156
	Iteration 21Q: 3 clusters Score -371164.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -371185.906250 Penalty: 2587.785156
	Iteration 22Q: 3 clusters Score -371185.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -371214.968750 Penalty: 2587.785156
	Iteration 23Q: 3 clusters Score -371215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -371244.250000 Penalty: 2587.785156
	Iteration 24Q: 3 clusters Score -371244.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -371282.250000 Penalty: 2587.785156
	Iteration 25Q: 3 clusters Score -371282.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -371309.125000 Penalty: 2587.785156
	Iteration 26Q: 3 clusters Score -371309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -371326.687500 Penalty: 2587.785156
	Iteration 27Q: 3 clusters Score -371326.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -371343.187500 Penalty: 2587.785156
	Iteration 28Q: 3 clusters Score -371343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -371354.531250 Penalty: 2587.785156
	Iteration 29Q: 3 clusters Score -371354.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -371364.187500 Penalty: 2587.785156
	Iteration 30Q: 3 clusters Score -371364.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -371375.406250 Penalty: 2587.785156
	Iteration 31Q: 3 clusters Score -371375.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -371383.781250 Penalty: 2587.785156
	Iteration 32Q: 3 clusters Score -371383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -371386.281250 Penalty: 2587.785156
	Iteration 33Q: 3 clusters Score -371386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -371389.562500 Penalty: 2587.785156
	Iteration 34Q: 3 clusters Score -371389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -371393.250000 Penalty: 2587.785156
	Iteration 35Q: 3 clusters Score -371393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -371398.625000 Penalty: 2587.785156
	Iteration 36Q: 3 clusters Score -371398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -371404.593750 Penalty: 2587.785156
	Iteration 37Q: 3 clusters Score -371404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -371409.593750 Penalty: 2587.785156
	Iteration 38Q: 3 clusters Score -371409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -371412.875000 Penalty: 2587.785156
	Iteration 39Q: 3 clusters Score -371412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -371415.625000 Penalty: 2587.785156
	Iteration 40F: 3 clusters Score -371415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -371418.500000 Penalty: 2587.785156
	Iteration 41Q: 3 clusters Score -371418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -371421.593750 Penalty: 2587.785156
	Iteration 42Q: 3 clusters Score -371421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -371421.562500 Penalty: 2587.785156
	Iteration 43Q: 3 clusters Score -371421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -371421.562500 Penalty: 2587.785156
	Iteration 44F: 3 clusters Score -371421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50310 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14708 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73085 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 85270 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 78218 members 
Mstep: Class 22 contains 35719 members 
Mstep: Class 23 contains 22481 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77899 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27243 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75128 members 
Mstep: Class 32 contains 82329 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 69637 members 
Mstep: Class 37 contains 12067 members 
Mstep: Class 38 contains 23260 members 
Mstep: Class 39 contains 85991 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790752.000000 Penalty: 89804.523438
Iteration 399Q: 41 clusters Score -1.277908e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50308 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73090 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 85266 members 
Mstep: Class 13 contains 27596 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 78225 members 
Mstep: Class 22 contains 35705 members 
Mstep: Class 23 contains 22482 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77903 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27222 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75129 members 
Mstep: Class 32 contains 82322 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69649 members 
Mstep: Class 37 contains 12079 members 
Mstep: Class 38 contains 23258 members 
Mstep: Class 39 contains 85991 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790936.000000 Penalty: 89804.523438
Iteration 400F: 41 clusters Score -1.277909e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50309 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60476 members 
Mstep: Class 10 contains 73093 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 85265 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2759 members 
Mstep: Class 21 contains 78233 members 
Mstep: Class 22 contains 35686 members 
Mstep: Class 23 contains 22483 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77900 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27205 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75131 members 
Mstep: Class 32 contains 82322 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69663 members 
Mstep: Class 37 contains 12088 members 
Mstep: Class 38 contains 23255 members 
Mstep: Class 39 contains 85990 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790944.000000 Penalty: 89804.523438
Iteration 401Q: 41 clusters Score -1.277909e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73098 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 85265 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2759 members 
Mstep: Class 21 contains 78237 members 
Mstep: Class 22 contains 35671 members 
Mstep: Class 23 contains 22484 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77903 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27185 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75130 members 
Mstep: Class 32 contains 82326 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69680 members 
Mstep: Class 37 contains 12092 members 
Mstep: Class 38 contains 23251 members 
Mstep: Class 39 contains 85988 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790984.000000 Penalty: 89804.523438
Iteration 402Q: 41 clusters Score -1.27791e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50300 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73100 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 85262 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 78245 members 
Mstep: Class 22 contains 35658 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77901 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27178 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 75130 members 
Mstep: Class 32 contains 82339 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69691 members 
Mstep: Class 37 contains 12095 members 
Mstep: Class 38 contains 23254 members 
Mstep: Class 39 contains 85978 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791016.000000 Penalty: 89804.523438
Iteration 403Q: 41 clusters Score -1.27791e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50299 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 8893 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73098 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 85258 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 78254 members 
Mstep: Class 22 contains 35649 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77909 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27171 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 75126 members 
Mstep: Class 32 contains 82339 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69698 members 
Mstep: Class 37 contains 12100 members 
Mstep: Class 38 contains 23257 members 
Mstep: Class 39 contains 85972 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790952.000000 Penalty: 89804.523438
Iteration 404Q: 41 clusters Score -1.27791e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50296 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73091 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 85254 members 
Mstep: Class 13 contains 27596 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9994 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 78264 members 
Mstep: Class 22 contains 35641 members 
Mstep: Class 23 contains 22489 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77910 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27162 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 75123 members 
Mstep: Class 32 contains 82348 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69701 members 
Mstep: Class 37 contains 12105 members 
Mstep: Class 38 contains 23263 members 
Mstep: Class 39 contains 85967 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791136.000000 Penalty: 89804.523438
Iteration 405Q: 41 clusters Score -1.277911e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50292 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 8895 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60477 members 
Mstep: Class 10 contains 73089 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 85253 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 78272 members 
Mstep: Class 22 contains 35629 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77915 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27160 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75122 members 
Mstep: Class 32 contains 82351 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69698 members 
Mstep: Class 37 contains 12108 members 
Mstep: Class 38 contains 23271 members 
Mstep: Class 39 contains 85959 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791056.000000 Penalty: 89804.523438
Iteration 406Q: 41 clusters Score -1.277911e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73091 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 85252 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 78279 members 
Mstep: Class 22 contains 35617 members 
Mstep: Class 23 contains 22487 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77921 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27153 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75123 members 
Mstep: Class 32 contains 82351 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69712 members 
Mstep: Class 37 contains 12110 members 
Mstep: Class 38 contains 23279 members 
Mstep: Class 39 contains 85948 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791032.000000 Penalty: 89804.523438
Iteration 407Q: 41 clusters Score -1.27791e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50286 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73088 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 85250 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 78278 members 
Mstep: Class 22 contains 35612 members 
Mstep: Class 23 contains 22487 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77930 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27147 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75129 members 
Mstep: Class 32 contains 82346 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69718 members 
Mstep: Class 37 contains 12116 members 
Mstep: Class 38 contains 23288 members 
Mstep: Class 39 contains 85937 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791056.000000 Penalty: 89804.523438
Iteration 408Q: 41 clusters Score -1.277911e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50283 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60477 members 
Mstep: Class 10 contains 73087 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 85240 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9987 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 78278 members 
Mstep: Class 22 contains 35604 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77940 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27142 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75139 members 
Mstep: Class 32 contains 82343 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69732 members 
Mstep: Class 37 contains 12125 members 
Mstep: Class 38 contains 23291 members 
Mstep: Class 39 contains 85924 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791056.000000 Penalty: 89804.523438
Iteration 409Q: 41 clusters Score -1.277911e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60477 members 
Mstep: Class 10 contains 73090 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 85237 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9982 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 78288 members 
Mstep: Class 22 contains 35594 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77947 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27135 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75143 members 
Mstep: Class 32 contains 82338 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69757 members 
Mstep: Class 37 contains 12134 members 
Mstep: Class 38 contains 23287 members 
Mstep: Class 39 contains 85904 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791120.000000 Penalty: 89804.523438
Iteration 410Q: 41 clusters Score -1.277911e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50274 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73089 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 85230 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9982 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 78292 members 
Mstep: Class 22 contains 35584 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77950 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27130 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75149 members 
Mstep: Class 32 contains 82347 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69770 members 
Mstep: Class 37 contains 12138 members 
Mstep: Class 38 contains 23287 members 
Mstep: Class 39 contains 85893 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791040.000000 Penalty: 89804.523438
Iteration 411Q: 41 clusters Score -1.27791e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8899 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73082 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 85228 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 78299 members 
Mstep: Class 22 contains 35575 members 
Mstep: Class 23 contains 22488 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77957 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27124 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75151 members 
Mstep: Class 32 contains 82357 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69785 members 
Mstep: Class 37 contains 12140 members 
Mstep: Class 38 contains 23289 members 
Mstep: Class 39 contains 85874 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791016.000000 Penalty: 89804.523438
Iteration 412Q: 41 clusters Score -1.27791e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73078 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 85230 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 78304 members 
Mstep: Class 22 contains 35564 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27122 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75156 members 
Mstep: Class 32 contains 82359 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69795 members 
Mstep: Class 37 contains 12142 members 
Mstep: Class 38 contains 23283 members 
Mstep: Class 39 contains 85862 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791032.000000 Penalty: 89804.523438
Iteration 413Q: 41 clusters Score -1.27791e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50269 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14707 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60476 members 
Mstep: Class 10 contains 73074 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 85231 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 78311 members 
Mstep: Class 22 contains 35550 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77965 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27116 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 75162 members 
Mstep: Class 32 contains 82364 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69819 members 
Mstep: Class 37 contains 12142 members 
Mstep: Class 38 contains 23280 members 
Mstep: Class 39 contains 85840 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791040.000000 Penalty: 89804.523438
Iteration 414Q: 41 clusters Score -1.27791e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60477 members 
Mstep: Class 10 contains 73068 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 85226 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9977 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 78322 members 
Mstep: Class 22 contains 35532 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77972 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27111 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 75161 members 
Mstep: Class 32 contains 82373 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69836 members 
Mstep: Class 37 contains 12145 members 
Mstep: Class 38 contains 23284 members 
Mstep: Class 39 contains 85823 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790968.000000 Penalty: 89804.523438
Iteration 415Q: 41 clusters Score -1.27791e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14706 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60478 members 
Mstep: Class 10 contains 73065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 85216 members 
Mstep: Class 13 contains 27597 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 78329 members 
Mstep: Class 22 contains 35514 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77973 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27098 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 75174 members 
Mstep: Class 32 contains 82379 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69850 members 
Mstep: Class 37 contains 12145 members 
Mstep: Class 38 contains 23290 members 
Mstep: Class 39 contains 85816 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790952.000000 Penalty: 89804.523438
Iteration 416Q: 41 clusters Score -1.27791e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50273 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14704 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60477 members 
Mstep: Class 10 contains 73061 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 9977 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 78332 members 
Mstep: Class 22 contains 35512 members 
Mstep: Class 23 contains 22495 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77977 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 75178 members 
Mstep: Class 32 contains 82385 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69865 members 
Mstep: Class 37 contains 12145 members 
Mstep: Class 38 contains 23290 members 
Mstep: Class 39 contains 85814 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790864.000000 Penalty: 89804.523438
Iteration 417Q: 41 clusters Score -1.277909e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50274 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8899 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14703 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73055 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 85200 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9977 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 78337 members 
Mstep: Class 22 contains 35506 members 
Mstep: Class 23 contains 22498 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77974 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27067 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75178 members 
Mstep: Class 32 contains 82396 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69876 members 
Mstep: Class 37 contains 12147 members 
Mstep: Class 38 contains 23300 members 
Mstep: Class 39 contains 85814 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790872.000000 Penalty: 89804.523438
Iteration 418Q: 41 clusters Score -1.277909e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50276 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14703 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73050 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9975 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6727 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 78337 members 
Mstep: Class 22 contains 35499 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77971 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27056 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 75179 members 
Mstep: Class 32 contains 82413 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69888 members 
Mstep: Class 37 contains 12149 members 
Mstep: Class 38 contains 23304 members 
Mstep: Class 39 contains 85815 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790752.000000 Penalty: 89804.523438
Iteration 419Q: 41 clusters Score -1.277908e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50275 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14702 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60475 members 
Mstep: Class 10 contains 73046 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85201 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 78341 members 
Mstep: Class 22 contains 35496 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77966 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27048 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75183 members 
Mstep: Class 32 contains 82427 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69899 members 
Mstep: Class 37 contains 12149 members 
Mstep: Class 38 contains 23304 members 
Mstep: Class 39 contains 85811 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790736.000000 Penalty: 89804.523438
Iteration 420F: 41 clusters Score -1.277907e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50278 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14700 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73036 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9974 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6731 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 78344 members 
Mstep: Class 22 contains 35492 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27040 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75182 members 
Mstep: Class 32 contains 82440 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69914 members 
Mstep: Class 37 contains 12150 members 
Mstep: Class 38 contains 23306 members 
Mstep: Class 39 contains 85803 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790752.000000 Penalty: 89804.523438
Iteration 421Q: 41 clusters Score -1.277908e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50276 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14699 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73032 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85211 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9975 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 78347 members 
Mstep: Class 22 contains 35484 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77958 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27030 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75179 members 
Mstep: Class 32 contains 82451 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69921 members 
Mstep: Class 37 contains 12152 members 
Mstep: Class 38 contains 23309 members 
Mstep: Class 39 contains 85804 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790768.000000 Penalty: 89804.523438
Iteration 422Q: 41 clusters Score -1.277908e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50277 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 8898 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14698 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73035 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85214 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 78349 members 
Mstep: Class 22 contains 35477 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77955 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27019 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75175 members 
Mstep: Class 32 contains 82456 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69935 members 
Mstep: Class 37 contains 12154 members 
Mstep: Class 38 contains 23306 members 
Mstep: Class 39 contains 85803 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790776.000000 Penalty: 89804.523438
Iteration 423Q: 41 clusters Score -1.277908e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50277 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 8902 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14698 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60474 members 
Mstep: Class 10 contains 73038 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85221 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 78349 members 
Mstep: Class 22 contains 35468 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77957 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 27010 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75170 members 
Mstep: Class 32 contains 82454 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69945 members 
Mstep: Class 37 contains 12159 members 
Mstep: Class 38 contains 23297 members 
Mstep: Class 39 contains 85800 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790768.000000 Penalty: 89804.523438
Iteration 424Q: 41 clusters Score -1.277908e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50276 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14697 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73041 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 85222 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 78349 members 
Mstep: Class 22 contains 35462 members 
Mstep: Class 23 contains 22500 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77962 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26998 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75171 members 
Mstep: Class 32 contains 82451 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69949 members 
Mstep: Class 37 contains 12166 members 
Mstep: Class 38 contains 23295 members 
Mstep: Class 39 contains 85805 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790688.000000 Penalty: 89804.523438
Iteration 425Q: 41 clusters Score -1.277907e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50277 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8904 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14694 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60473 members 
Mstep: Class 10 contains 73046 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 85221 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 78352 members 
Mstep: Class 22 contains 35453 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77963 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26983 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75174 members 
Mstep: Class 32 contains 82448 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69956 members 
Mstep: Class 37 contains 12169 members 
Mstep: Class 38 contains 23292 members 
Mstep: Class 39 contains 85807 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790688.000000 Penalty: 89804.523438
Iteration 426Q: 41 clusters Score -1.277907e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50277 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8905 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14692 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60472 members 
Mstep: Class 10 contains 73057 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 85225 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 78355 members 
Mstep: Class 22 contains 35442 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77959 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26969 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75174 members 
Mstep: Class 32 contains 82445 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69965 members 
Mstep: Class 37 contains 12172 members 
Mstep: Class 38 contains 23290 members 
Mstep: Class 39 contains 85812 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790608.000000 Penalty: 89804.523438
Iteration 427Q: 41 clusters Score -1.277906e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50278 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8906 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14690 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60470 members 
Mstep: Class 10 contains 73068 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85229 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 78355 members 
Mstep: Class 22 contains 35431 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26961 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75173 members 
Mstep: Class 32 contains 82447 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69967 members 
Mstep: Class 37 contains 12172 members 
Mstep: Class 38 contains 23295 members 
Mstep: Class 39 contains 85817 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790608.000000 Penalty: 89804.523438
Iteration 428Q: 41 clusters Score -1.277906e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50274 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14688 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60467 members 
Mstep: Class 10 contains 73066 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85232 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 78352 members 
Mstep: Class 22 contains 35423 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26954 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75176 members 
Mstep: Class 32 contains 82458 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69970 members 
Mstep: Class 37 contains 12174 members 
Mstep: Class 38 contains 23294 members 
Mstep: Class 39 contains 85821 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790584.000000 Penalty: 89804.523438
Iteration 429Q: 41 clusters Score -1.277906e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50272 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14687 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60465 members 
Mstep: Class 10 contains 73077 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85233 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 78347 members 
Mstep: Class 22 contains 35422 members 
Mstep: Class 23 contains 22502 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77947 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26944 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75178 members 
Mstep: Class 32 contains 82458 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69972 members 
Mstep: Class 37 contains 12177 members 
Mstep: Class 38 contains 23295 members 
Mstep: Class 39 contains 85827 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790640.000000 Penalty: 89804.523438
Iteration 430Q: 41 clusters Score -1.277906e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14686 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60461 members 
Mstep: Class 10 contains 73078 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 85227 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9967 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 78346 members 
Mstep: Class 22 contains 35421 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77952 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26937 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75175 members 
Mstep: Class 32 contains 82457 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69975 members 
Mstep: Class 37 contains 12182 members 
Mstep: Class 38 contains 23294 members 
Mstep: Class 39 contains 85831 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790672.000000 Penalty: 89804.523438
Iteration 431Q: 41 clusters Score -1.277907e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50265 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14685 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60459 members 
Mstep: Class 10 contains 73082 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 85223 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9967 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 78345 members 
Mstep: Class 22 contains 35420 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26936 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 75174 members 
Mstep: Class 32 contains 82458 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69976 members 
Mstep: Class 37 contains 12187 members 
Mstep: Class 38 contains 23291 members 
Mstep: Class 39 contains 85834 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790704.000000 Penalty: 89804.523438
Iteration 432Q: 41 clusters Score -1.277907e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50264 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14684 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60458 members 
Mstep: Class 10 contains 73090 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 85217 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9966 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 78348 members 
Mstep: Class 22 contains 35416 members 
Mstep: Class 23 contains 22504 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77947 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26929 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75175 members 
Mstep: Class 32 contains 82455 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69980 members 
Mstep: Class 37 contains 12195 members 
Mstep: Class 38 contains 23290 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790688.000000 Penalty: 89804.523438
Iteration 433Q: 41 clusters Score -1.277907e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50266 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14682 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60453 members 
Mstep: Class 10 contains 73106 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 85211 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9967 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 78355 members 
Mstep: Class 22 contains 35414 members 
Mstep: Class 23 contains 22505 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77932 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26923 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75173 members 
Mstep: Class 32 contains 82444 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69988 members 
Mstep: Class 37 contains 12206 members 
Mstep: Class 38 contains 23289 members 
Mstep: Class 39 contains 85833 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790624.000000 Penalty: 89804.523438
Iteration 434Q: 41 clusters Score -1.277906e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50267 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14681 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60447 members 
Mstep: Class 10 contains 73122 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 85205 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 78353 members 
Mstep: Class 22 contains 35409 members 
Mstep: Class 23 contains 22506 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77915 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26920 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75175 members 
Mstep: Class 32 contains 82447 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69994 members 
Mstep: Class 37 contains 12211 members 
Mstep: Class 38 contains 23291 members 
Mstep: Class 39 contains 85830 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790664.000000 Penalty: 89804.523438
Iteration 435Q: 41 clusters Score -1.277907e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14681 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60440 members 
Mstep: Class 10 contains 73134 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 27599 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 78356 members 
Mstep: Class 22 contains 35406 members 
Mstep: Class 23 contains 22507 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77888 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26917 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 75175 members 
Mstep: Class 32 contains 82452 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70000 members 
Mstep: Class 37 contains 12219 members 
Mstep: Class 38 contains 23290 members 
Mstep: Class 39 contains 85830 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790504.000000 Penalty: 89804.523438
Iteration 436Q: 41 clusters Score -1.277905e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 14681 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60438 members 
Mstep: Class 10 contains 73154 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 85199 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9966 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 78353 members 
Mstep: Class 22 contains 35402 members 
Mstep: Class 23 contains 22507 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77875 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26910 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75175 members 
Mstep: Class 32 contains 82446 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69996 members 
Mstep: Class 37 contains 12232 members 
Mstep: Class 38 contains 23294 members 
Mstep: Class 39 contains 85836 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790456.000000 Penalty: 89804.523438
Iteration 437Q: 41 clusters Score -1.277905e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 14680 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60440 members 
Mstep: Class 10 contains 73159 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 85195 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9963 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 78366 members 
Mstep: Class 22 contains 35397 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77863 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26906 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75170 members 
Mstep: Class 32 contains 82446 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69995 members 
Mstep: Class 37 contains 12244 members 
Mstep: Class 38 contains 23293 members 
Mstep: Class 39 contains 85836 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790344.000000 Penalty: 89804.523438
Iteration 438Q: 41 clusters Score -1.277903e+08 nChanged 149
Entering ConstructFrom: 
Score: -127790344.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -475200.718750 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -475200.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -471896.312500 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -471896.3 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -472948.187500 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -472948.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -473660.562500 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -473660.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -474333.843750 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -474333.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -474856.593750 Penalty: 2680.941895
	Iteration 4F: 3 clusters Score -474856.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -475212.000000 Penalty: 2680.941895
	Iteration 5F: 3 clusters Score -475212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -475441.906250 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -475441.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -475561.187500 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -475561.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -475599.593750 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -475599.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -475613.218750 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -475613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -475619.437500 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -475619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -475625.968750 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -475626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -475627.875000 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -475627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -475627.875000 Penalty: 2680.941895
	Iteration 13F: 3 clusters Score -475627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 14680 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 73157 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 85185 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9965 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 78372 members 
Mstep: Class 22 contains 35389 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77853 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26902 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75167 members 
Mstep: Class 32 contains 82460 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69999 members 
Mstep: Class 37 contains 12254 members 
Mstep: Class 38 contains 23292 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 2684 members 
Entering Unmasked Estep 
Score: -127789968.000000 Penalty: 92049.632812
Splitting cluster 1 changes total score from -127790344.000000 to -127789968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Entering Unmasked Estep 
Score: -6322950.000000 Penalty: 1759.082642
	Iteration 0F: 2 clusters Score -6322950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -6289179.000000 Penalty: 3518.165283
	Iteration 0F: 3 clusters Score -6289179 nChanged 23484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6302714.000000 Penalty: 3518.165283
	Iteration 1F: 3 clusters Score -6302714 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -6303219.000000 Penalty: 3518.165283
	Iteration 2Q: 3 clusters Score -6303219 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -6303872.000000 Penalty: 3518.165283
	Iteration 3Q: 3 clusters Score -6303872 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -6304775.500000 Penalty: 3518.165283
	Iteration 4Q: 3 clusters Score -6304776 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -6306235.000000 Penalty: 3518.165283
	Iteration 5F: 3 clusters Score -6306235 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -6308633.500000 Penalty: 3518.165283
	Iteration 6F: 3 clusters Score -6308634 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -6312051.500000 Penalty: 3518.165283
	Iteration 7F: 3 clusters Score -6312052 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6315936.000000 Penalty: 3518.165283
	Iteration 8F: 3 clusters Score -6315936 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6318968.000000 Penalty: 3518.165283
	Iteration 9F: 3 clusters Score -6318968 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6320474.500000 Penalty: 3518.165283
	Iteration 10Q: 3 clusters Score -6320474 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6321052.500000 Penalty: 3518.165283
	Iteration 11Q: 3 clusters Score -6321052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6321276.000000 Penalty: 3518.165283
	Iteration 12Q: 3 clusters Score -6321276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6321336.000000 Penalty: 3518.165283
	Iteration 13Q: 3 clusters Score -6321336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6321364.000000 Penalty: 3518.165283
	Iteration 14Q: 3 clusters Score -6321364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6321388.000000 Penalty: 3518.165283
	Iteration 15Q: 3 clusters Score -6321388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6321410.500000 Penalty: 3518.165283
	Iteration 16Q: 3 clusters Score -6321410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6321424.000000 Penalty: 3518.165283
	Iteration 17Q: 3 clusters Score -6321424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6321444.000000 Penalty: 3518.165283
	Iteration 18Q: 3 clusters Score -6321444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6321455.000000 Penalty: 3518.165283
	Iteration 19Q: 3 clusters Score -6321455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6321462.500000 Penalty: 3518.165283
	Iteration 20F: 3 clusters Score -6321462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6321478.000000 Penalty: 3518.165283
	Iteration 21Q: 3 clusters Score -6321478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6321479.500000 Penalty: 3518.165283
	Iteration 22Q: 3 clusters Score -6321480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6321485.500000 Penalty: 3518.165283
	Iteration 23Q: 3 clusters Score -6321486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6321487.000000 Penalty: 3518.165283
	Iteration 24Q: 3 clusters Score -6321487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6321491.000000 Penalty: 3518.165283
	Iteration 25Q: 3 clusters Score -6321491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6321494.000000 Penalty: 3518.165283
	Iteration 26Q: 3 clusters Score -6321494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6321497.000000 Penalty: 3518.165283
	Iteration 27Q: 3 clusters Score -6321497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6321501.500000 Penalty: 3518.165283
	Iteration 28Q: 3 clusters Score -6321502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6321501.500000 Penalty: 3518.165283
	Iteration 29F: 3 clusters Score -6321502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Entering Unmasked Estep 
Score: -1845546.125000 Penalty: 1559.605713
	Iteration 0F: 2 clusters Score -1845546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1835358.125000 Penalty: 3119.211426
	Iteration 0F: 3 clusters Score -1835358 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1838938.750000 Penalty: 3119.211426
	Iteration 1F: 3 clusters Score -1838939 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1839252.625000 Penalty: 3119.211426
	Iteration 2F: 3 clusters Score -1839253 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1839502.625000 Penalty: 3119.211426
	Iteration 3Q: 3 clusters Score -1839503 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1839722.750000 Penalty: 3119.211426
	Iteration 4Q: 3 clusters Score -1839723 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1839969.875000 Penalty: 3119.211426
	Iteration 5Q: 3 clusters Score -1839970 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1840238.625000 Penalty: 3119.211426
	Iteration 6Q: 3 clusters Score -1840239 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1840553.875000 Penalty: 3119.211426
	Iteration 7Q: 3 clusters Score -1840554 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1840939.750000 Penalty: 3119.211426
	Iteration 8Q: 3 clusters Score -1840940 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1841370.750000 Penalty: 3119.211426
	Iteration 9Q: 3 clusters Score -1841371 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1841811.875000 Penalty: 3119.211426
	Iteration 10Q: 3 clusters Score -1841812 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1842186.875000 Penalty: 3119.211426
	Iteration 11Q: 3 clusters Score -1842187 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1842542.125000 Penalty: 3119.211426
	Iteration 12Q: 3 clusters Score -1842542 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1842821.375000 Penalty: 3119.211426
	Iteration 13Q: 3 clusters Score -1842821 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1843073.375000 Penalty: 3119.211426
	Iteration 14Q: 3 clusters Score -1843073 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1843299.375000 Penalty: 3119.211426
	Iteration 15Q: 3 clusters Score -1843299 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1843492.250000 Penalty: 3119.211426
	Iteration 16Q: 3 clusters Score -1843492 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1843655.875000 Penalty: 3119.211426
	Iteration 17Q: 3 clusters Score -1843656 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1843787.750000 Penalty: 3119.211426
	Iteration 18Q: 3 clusters Score -1843788 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1843892.500000 Penalty: 3119.211426
	Iteration 19Q: 3 clusters Score -1843892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1843957.875000 Penalty: 3119.211426
	Iteration 20F: 3 clusters Score -1843958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1843998.750000 Penalty: 3119.211426
	Iteration 21Q: 3 clusters Score -1843999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1844030.125000 Penalty: 3119.211426
	Iteration 22Q: 3 clusters Score -1844030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1844070.375000 Penalty: 3119.211426
	Iteration 23Q: 3 clusters Score -1844070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1844109.625000 Penalty: 3119.211426
	Iteration 24Q: 3 clusters Score -1844110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1844150.750000 Penalty: 3119.211426
	Iteration 25Q: 3 clusters Score -1844151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1844171.750000 Penalty: 3119.211426
	Iteration 26Q: 3 clusters Score -1844172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1844197.250000 Penalty: 3119.211426
	Iteration 27Q: 3 clusters Score -1844197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1844208.875000 Penalty: 3119.211426
	Iteration 28Q: 3 clusters Score -1844209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1844218.250000 Penalty: 3119.211426
	Iteration 29Q: 3 clusters Score -1844218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1844230.750000 Penalty: 3119.211426
	Iteration 30Q: 3 clusters Score -1844231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1844238.500000 Penalty: 3119.211426
	Iteration 31Q: 3 clusters Score -1844238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1844240.125000 Penalty: 3119.211426
	Iteration 32Q: 3 clusters Score -1844240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1844244.375000 Penalty: 3119.211426
	Iteration 33Q: 3 clusters Score -1844244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1844248.125000 Penalty: 3119.211426
	Iteration 34Q: 3 clusters Score -1844248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1844253.250000 Penalty: 3119.211426
	Iteration 35Q: 3 clusters Score -1844253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1844258.375000 Penalty: 3119.211426
	Iteration 36Q: 3 clusters Score -1844258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1844259.875000 Penalty: 3119.211426
	Iteration 37Q: 3 clusters Score -1844260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1844261.875000 Penalty: 3119.211426
	Iteration 38Q: 3 clusters Score -1844262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1844262.750000 Penalty: 3119.211426
	Iteration 39Q: 3 clusters Score -1844263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1844263.625000 Penalty: 3119.211426
	Iteration 40F: 3 clusters Score -1844264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1844263.750000 Penalty: 3119.211426
	Iteration 41Q: 3 clusters Score -1844264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1844266.375000 Penalty: 3119.211426
	Iteration 42Q: 3 clusters Score -1844266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1844266.375000 Penalty: 3119.211426
	Iteration 43Q: 3 clusters Score -1844266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1844268.500000 Penalty: 3119.211426
	Iteration 44Q: 3 clusters Score -1844268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1844274.000000 Penalty: 3119.211426
	Iteration 45Q: 3 clusters Score -1844274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1844272.250000 Penalty: 3119.211426
	Iteration 46Q: 3 clusters Score -1844272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1844275.375000 Penalty: 3119.211426
	Iteration 47Q: 3 clusters Score -1844275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1844275.375000 Penalty: 3119.211426
	Iteration 48Q: 3 clusters Score -1844275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1844276.250000 Penalty: 3119.211426
	Iteration 49Q: 3 clusters Score -1844276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1844277.625000 Penalty: 3119.211426
	Iteration 50Q: 3 clusters Score -1844278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1844278.125000 Penalty: 3119.211426
	Iteration 51Q: 3 clusters Score -1844278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1844279.250000 Penalty: 3119.211426
	Iteration 52Q: 3 clusters Score -1844279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1844280.750000 Penalty: 3119.211426
	Iteration 53Q: 3 clusters Score -1844281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1844282.000000 Penalty: 3119.211426
	Iteration 54Q: 3 clusters Score -1844282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1844280.625000 Penalty: 3119.211426
	Iteration 55Q: 3 clusters Score -1844281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1844278.625000 Penalty: 3119.211426
	Iteration 56Q: 3 clusters Score -1844279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1844281.000000 Penalty: 3119.211426
	Iteration 57Q: 3 clusters Score -1844281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1844282.625000 Penalty: 3119.211426
	Iteration 58Q: 3 clusters Score -1844283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1844284.500000 Penalty: 3119.211426
	Iteration 59Q: 3 clusters Score -1844284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1844287.875000 Penalty: 3119.211426
	Iteration 60F: 3 clusters Score -1844288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1844290.125000 Penalty: 3119.211426
	Iteration 61Q: 3 clusters Score -1844290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1844295.125000 Penalty: 3119.211426
	Iteration 62Q: 3 clusters Score -1844295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1844296.250000 Penalty: 3119.211426
	Iteration 63Q: 3 clusters Score -1844296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1844297.500000 Penalty: 3119.211426
	Iteration 64Q: 3 clusters Score -1844298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1844300.000000 Penalty: 3119.211426
	Iteration 65Q: 3 clusters Score -1844300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1844303.250000 Penalty: 3119.211426
	Iteration 66Q: 3 clusters Score -1844303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1844305.750000 Penalty: 3119.211426
	Iteration 67Q: 3 clusters Score -1844306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1844308.375000 Penalty: 3119.211426
	Iteration 68Q: 3 clusters Score -1844308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1844311.125000 Penalty: 3119.211426
	Iteration 69Q: 3 clusters Score -1844311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1844312.500000 Penalty: 3119.211426
	Iteration 70Q: 3 clusters Score -1844312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1844314.500000 Penalty: 3119.211426
	Iteration 71Q: 3 clusters Score -1844314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1844314.500000 Penalty: 3119.211426
	Iteration 72F: 3 clusters Score -1844314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Entering Unmasked Estep 
Score: -1187532.875000 Penalty: 1477.889526
	Iteration 0F: 2 clusters Score -1187533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1180999.375000 Penalty: 2955.779053
	Iteration 0F: 3 clusters Score -1180999 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1183010.125000 Penalty: 2955.779053
	Iteration 1F: 3 clusters Score -1183010 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1183214.125000 Penalty: 2955.779053
	Iteration 2F: 3 clusters Score -1183214 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1183386.125000 Penalty: 2955.779053
	Iteration 3Q: 3 clusters Score -1183386 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1183517.250000 Penalty: 2955.779053
	Iteration 4Q: 3 clusters Score -1183517 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1183629.000000 Penalty: 2955.779053
	Iteration 5Q: 3 clusters Score -1183629 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1183768.500000 Penalty: 2955.779053
	Iteration 6Q: 3 clusters Score -1183768 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1183924.375000 Penalty: 2955.779053
	Iteration 7Q: 3 clusters Score -1183924 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1184100.625000 Penalty: 2955.779053
	Iteration 8Q: 3 clusters Score -1184101 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1184305.125000 Penalty: 2955.779053
	Iteration 9Q: 3 clusters Score -1184305 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1184551.500000 Penalty: 2955.779053
	Iteration 10Q: 3 clusters Score -1184552 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1184797.750000 Penalty: 2955.779053
	Iteration 11Q: 3 clusters Score -1184798 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1185058.000000 Penalty: 2955.779053
	Iteration 12Q: 3 clusters Score -1185058 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1185334.500000 Penalty: 2955.779053
	Iteration 13Q: 3 clusters Score -1185334 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1185555.625000 Penalty: 2955.779053
	Iteration 14Q: 3 clusters Score -1185556 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1185722.375000 Penalty: 2955.779053
	Iteration 15Q: 3 clusters Score -1185722 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1185837.500000 Penalty: 2955.779053
	Iteration 16Q: 3 clusters Score -1185838 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1185906.750000 Penalty: 2955.779053
	Iteration 17Q: 3 clusters Score -1185907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1185950.875000 Penalty: 2955.779053
	Iteration 18Q: 3 clusters Score -1185951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1185977.250000 Penalty: 2955.779053
	Iteration 19Q: 3 clusters Score -1185977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1185992.000000 Penalty: 2955.779053
	Iteration 20F: 3 clusters Score -1185992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186004.375000 Penalty: 2955.779053
	Iteration 21Q: 3 clusters Score -1186004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1186019.375000 Penalty: 2955.779053
	Iteration 22Q: 3 clusters Score -1186019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1186038.750000 Penalty: 2955.779053
	Iteration 23Q: 3 clusters Score -1186039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1186048.625000 Penalty: 2955.779053
	Iteration 24Q: 3 clusters Score -1186049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1186056.125000 Penalty: 2955.779053
	Iteration 25Q: 3 clusters Score -1186056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1186063.250000 Penalty: 2955.779053
	Iteration 26Q: 3 clusters Score -1186063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1186070.125000 Penalty: 2955.779053
	Iteration 27Q: 3 clusters Score -1186070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1186076.625000 Penalty: 2955.779053
	Iteration 28Q: 3 clusters Score -1186077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1186084.000000 Penalty: 2955.779053
	Iteration 29Q: 3 clusters Score -1186084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1186094.500000 Penalty: 2955.779053
	Iteration 30Q: 3 clusters Score -1186094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1186099.000000 Penalty: 2955.779053
	Iteration 31Q: 3 clusters Score -1186099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1186098.500000 Penalty: 2955.779053
	Iteration 32Q: 3 clusters Score -1186098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1186099.125000 Penalty: 2955.779053
	Iteration 33Q: 3 clusters Score -1186099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1186101.500000 Penalty: 2955.779053
	Iteration 34Q: 3 clusters Score -1186102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1186103.125000 Penalty: 2955.779053
	Iteration 35Q: 3 clusters Score -1186103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186102.375000 Penalty: 2955.779053
	Iteration 36Q: 3 clusters Score -1186102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186104.125000 Penalty: 2955.779053
	Iteration 37Q: 3 clusters Score -1186104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1186101.750000 Penalty: 2955.779053
	Iteration 38Q: 3 clusters Score -1186102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1186104.875000 Penalty: 2955.779053
	Iteration 39Q: 3 clusters Score -1186105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1186104.625000 Penalty: 2955.779053
	Iteration 40F: 3 clusters Score -1186105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186105.750000 Penalty: 2955.779053
	Iteration 41Q: 3 clusters Score -1186106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1186108.000000 Penalty: 2955.779053
	Iteration 42Q: 3 clusters Score -1186108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1186107.250000 Penalty: 2955.779053
	Iteration 43Q: 3 clusters Score -1186107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1186106.250000 Penalty: 2955.779053
	Iteration 44Q: 3 clusters Score -1186106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1186106.500000 Penalty: 2955.779053
	Iteration 45Q: 3 clusters Score -1186106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186107.000000 Penalty: 2955.779053
	Iteration 46Q: 3 clusters Score -1186107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1186108.500000 Penalty: 2955.779053
	Iteration 47Q: 3 clusters Score -1186108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1186110.125000 Penalty: 2955.779053
	Iteration 48Q: 3 clusters Score -1186110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1186110.125000 Penalty: 2955.779053
	Iteration 49Q: 3 clusters Score -1186110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1186107.500000 Penalty: 2955.779053
	Iteration 50Q: 3 clusters Score -1186108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186108.250000 Penalty: 2955.779053
	Iteration 51Q: 3 clusters Score -1186108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1186108.250000 Penalty: 2955.779053
	Iteration 52F: 3 clusters Score -1186108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -363076.000000 Penalty: 1293.609253
	Iteration 0F: 2 clusters Score -363076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -360413.781250 Penalty: 2587.218506
	Iteration 0F: 3 clusters Score -360413.8 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -361104.093750 Penalty: 2587.218506
	Iteration 1F: 3 clusters Score -361104.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -361259.406250 Penalty: 2587.218506
	Iteration 2F: 3 clusters Score -361259.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -361339.843750 Penalty: 2587.218506
	Iteration 3Q: 3 clusters Score -361339.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -361393.687500 Penalty: 2587.218506
	Iteration 4Q: 3 clusters Score -361393.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -361430.125000 Penalty: 2587.218506
	Iteration 5Q: 3 clusters Score -361430.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -361462.750000 Penalty: 2587.218506
	Iteration 6Q: 3 clusters Score -361462.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -361488.000000 Penalty: 2587.218506
	Iteration 7Q: 3 clusters Score -361488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -361514.062500 Penalty: 2587.218506
	Iteration 8Q: 3 clusters Score -361514.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -361538.125000 Penalty: 2587.218506
	Iteration 9Q: 3 clusters Score -361538.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -361562.781250 Penalty: 2587.218506
	Iteration 10Q: 3 clusters Score -361562.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -361585.687500 Penalty: 2587.218506
	Iteration 11Q: 3 clusters Score -361585.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -361607.625000 Penalty: 2587.218506
	Iteration 12Q: 3 clusters Score -361607.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -361628.468750 Penalty: 2587.218506
	Iteration 13Q: 3 clusters Score -361628.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -361643.437500 Penalty: 2587.218506
	Iteration 14Q: 3 clusters Score -361643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -361658.781250 Penalty: 2587.218506
	Iteration 15Q: 3 clusters Score -361658.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -361677.968750 Penalty: 2587.218506
	Iteration 16Q: 3 clusters Score -361678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -361698.031250 Penalty: 2587.218506
	Iteration 17Q: 3 clusters Score -361698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -361714.593750 Penalty: 2587.218506
	Iteration 18Q: 3 clusters Score -361714.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -361725.312500 Penalty: 2587.218506
	Iteration 19Q: 3 clusters Score -361725.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -361734.812500 Penalty: 2587.218506
	Iteration 20F: 3 clusters Score -361734.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -361742.687500 Penalty: 2587.218506
	Iteration 21Q: 3 clusters Score -361742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -361750.156250 Penalty: 2587.218506
	Iteration 22Q: 3 clusters Score -361750.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -361756.687500 Penalty: 2587.218506
	Iteration 23Q: 3 clusters Score -361756.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -361764.437500 Penalty: 2587.218506
	Iteration 24Q: 3 clusters Score -361764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -361772.843750 Penalty: 2587.218506
	Iteration 25Q: 3 clusters Score -361772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -361782.687500 Penalty: 2587.218506
	Iteration 26Q: 3 clusters Score -361782.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -361795.718750 Penalty: 2587.218506
	Iteration 27Q: 3 clusters Score -361795.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -361805.156250 Penalty: 2587.218506
	Iteration 28Q: 3 clusters Score -361805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -361811.031250 Penalty: 2587.218506
	Iteration 29Q: 3 clusters Score -361811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -361813.687500 Penalty: 2587.218506
	Iteration 30Q: 3 clusters Score -361813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -361813.250000 Penalty: 2587.218506
	Iteration 31Q: 3 clusters Score -361813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -361813.250000 Penalty: 2587.218506
	Iteration 32F: 3 clusters Score -361813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -1907596.500000 Penalty: 1559.064209
	Iteration 0F: 2 clusters Score -1907596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1897382.875000 Penalty: 3118.128418
	Iteration 0F: 3 clusters Score -1897383 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1901023.125000 Penalty: 3118.128418
	Iteration 1F: 3 clusters Score -1901023 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1901363.500000 Penalty: 3118.128418
	Iteration 2F: 3 clusters Score -1901364 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1901723.250000 Penalty: 3118.128418
	Iteration 3F: 3 clusters Score -1901723 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1902080.125000 Penalty: 3118.128418
	Iteration 4Q: 3 clusters Score -1902080 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1902439.125000 Penalty: 3118.128418
	Iteration 5Q: 3 clusters Score -1902439 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1902849.500000 Penalty: 3118.128418
	Iteration 6Q: 3 clusters Score -1902850 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1903320.000000 Penalty: 3118.128418
	Iteration 7Q: 3 clusters Score -1903320 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1903841.625000 Penalty: 3118.128418
	Iteration 8Q: 3 clusters Score -1903842 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1904337.750000 Penalty: 3118.128418
	Iteration 9Q: 3 clusters Score -1904338 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1904680.500000 Penalty: 3118.128418
	Iteration 10Q: 3 clusters Score -1904680 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1904944.625000 Penalty: 3118.128418
	Iteration 11Q: 3 clusters Score -1904945 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1905171.875000 Penalty: 3118.128418
	Iteration 12Q: 3 clusters Score -1905172 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1905356.750000 Penalty: 3118.128418
	Iteration 13Q: 3 clusters Score -1905357 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1905511.000000 Penalty: 3118.128418
	Iteration 14Q: 3 clusters Score -1905511 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1905631.250000 Penalty: 3118.128418
	Iteration 15Q: 3 clusters Score -1905631 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1905723.500000 Penalty: 3118.128418
	Iteration 16Q: 3 clusters Score -1905724 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1905813.000000 Penalty: 3118.128418
	Iteration 17Q: 3 clusters Score -1905813 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1905896.500000 Penalty: 3118.128418
	Iteration 18Q: 3 clusters Score -1905896 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1905968.125000 Penalty: 3118.128418
	Iteration 19Q: 3 clusters Score -1905968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1906019.125000 Penalty: 3118.128418
	Iteration 20F: 3 clusters Score -1906019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1906071.500000 Penalty: 3118.128418
	Iteration 21Q: 3 clusters Score -1906072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1906122.500000 Penalty: 3118.128418
	Iteration 22Q: 3 clusters Score -1906122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1906169.875000 Penalty: 3118.128418
	Iteration 23Q: 3 clusters Score -1906170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1906196.125000 Penalty: 3118.128418
	Iteration 24Q: 3 clusters Score -1906196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1906218.375000 Penalty: 3118.128418
	Iteration 25Q: 3 clusters Score -1906218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1906232.625000 Penalty: 3118.128418
	Iteration 26Q: 3 clusters Score -1906233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1906250.750000 Penalty: 3118.128418
	Iteration 27Q: 3 clusters Score -1906251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1906271.125000 Penalty: 3118.128418
	Iteration 28Q: 3 clusters Score -1906271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1906283.875000 Penalty: 3118.128418
	Iteration 29Q: 3 clusters Score -1906284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1906302.750000 Penalty: 3118.128418
	Iteration 30Q: 3 clusters Score -1906303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1906313.125000 Penalty: 3118.128418
	Iteration 31Q: 3 clusters Score -1906313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1906321.250000 Penalty: 3118.128418
	Iteration 32Q: 3 clusters Score -1906321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1906327.000000 Penalty: 3118.128418
	Iteration 33Q: 3 clusters Score -1906327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1906335.500000 Penalty: 3118.128418
	Iteration 34Q: 3 clusters Score -1906336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1906344.250000 Penalty: 3118.128418
	Iteration 35Q: 3 clusters Score -1906344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1906349.250000 Penalty: 3118.128418
	Iteration 36Q: 3 clusters Score -1906349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1906350.750000 Penalty: 3118.128418
	Iteration 37Q: 3 clusters Score -1906351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1906353.125000 Penalty: 3118.128418
	Iteration 38Q: 3 clusters Score -1906353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1906352.875000 Penalty: 3118.128418
	Iteration 39Q: 3 clusters Score -1906353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1906353.625000 Penalty: 3118.128418
	Iteration 40F: 3 clusters Score -1906354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1906354.250000 Penalty: 3118.128418
	Iteration 41Q: 3 clusters Score -1906354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1906356.375000 Penalty: 3118.128418
	Iteration 42Q: 3 clusters Score -1906356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1906356.375000 Penalty: 3118.128418
	Iteration 43F: 3 clusters Score -1906356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -334450.687500 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -334450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -331973.093750 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -331973.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -332564.281250 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -332564.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -332682.062500 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -332682.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -332746.875000 Penalty: 2560.277344
	Iteration 3Q: 3 clusters Score -332746.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -332794.343750 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -332794.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -332824.843750 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -332824.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -332852.593750 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -332852.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -332874.781250 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -332874.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -332892.718750 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -332892.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -332907.437500 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -332907.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -332921.968750 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -332922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -332936.218750 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -332936.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -332947.875000 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -332947.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -332956.625000 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -332956.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -332966.125000 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -332966.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -332979.156250 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -332979.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -332992.625000 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -332992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -333000.000000 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -333000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -333006.875000 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -333006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -333014.593750 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -333014.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -333022.093750 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -333022.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -333028.281250 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -333028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -333033.625000 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -333033.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -333038.781250 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -333038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -333044.312500 Penalty: 2560.277344
	Iteration 24Q: 3 clusters Score -333044.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -333048.031250 Penalty: 2560.277344
	Iteration 25Q: 3 clusters Score -333048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -333055.625000 Penalty: 2560.277344
	Iteration 26Q: 3 clusters Score -333055.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -333068.156250 Penalty: 2560.277344
	Iteration 27Q: 3 clusters Score -333068.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -333081.281250 Penalty: 2560.277344
	Iteration 28Q: 3 clusters Score -333081.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -333092.093750 Penalty: 2560.277344
	Iteration 29Q: 3 clusters Score -333092.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -333112.375000 Penalty: 2560.277344
	Iteration 30Q: 3 clusters Score -333112.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -333137.687500 Penalty: 2560.277344
	Iteration 31Q: 3 clusters Score -333137.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -333172.468750 Penalty: 2560.277344
	Iteration 32Q: 3 clusters Score -333172.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -333211.750000 Penalty: 2560.277344
	Iteration 33Q: 3 clusters Score -333211.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -333255.562500 Penalty: 2560.277344
	Iteration 34Q: 3 clusters Score -333255.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -333308.062500 Penalty: 2560.277344
	Iteration 35Q: 3 clusters Score -333308.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -333362.218750 Penalty: 2560.277344
	Iteration 36Q: 3 clusters Score -333362.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -333401.718750 Penalty: 2560.277344
	Iteration 37Q: 3 clusters Score -333401.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -333442.750000 Penalty: 2560.277344
	Iteration 38Q: 3 clusters Score -333442.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -333463.375000 Penalty: 2560.277344
	Iteration 39Q: 3 clusters Score -333463.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -333489.812500 Penalty: 2560.277344
	Iteration 40F: 3 clusters Score -333489.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -333528.843750 Penalty: 2560.277344
	Iteration 41Q: 3 clusters Score -333528.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -333578.437500 Penalty: 2560.277344
	Iteration 42Q: 3 clusters Score -333578.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -333619.781250 Penalty: 2560.277344
	Iteration 43Q: 3 clusters Score -333619.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -333654.687500 Penalty: 2560.277344
	Iteration 44Q: 3 clusters Score -333654.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -333673.375000 Penalty: 2560.277344
	Iteration 45Q: 3 clusters Score -333673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -333685.125000 Penalty: 2560.277344
	Iteration 46Q: 3 clusters Score -333685.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -333694.062500 Penalty: 2560.277344
	Iteration 47Q: 3 clusters Score -333694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -333713.000000 Penalty: 2560.277344
	Iteration 48Q: 3 clusters Score -333713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -333723.562500 Penalty: 2560.277344
	Iteration 49Q: 3 clusters Score -333723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -333729.562500 Penalty: 2560.277344
	Iteration 50Q: 3 clusters Score -333729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -333738.750000 Penalty: 2560.277344
	Iteration 51Q: 3 clusters Score -333738.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -333750.906250 Penalty: 2560.277344
	Iteration 52Q: 3 clusters Score -333750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -333756.000000 Penalty: 2560.277344
	Iteration 53Q: 3 clusters Score -333756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -333757.187500 Penalty: 2560.277344
	Iteration 54Q: 3 clusters Score -333757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -333757.156250 Penalty: 2560.277344
	Iteration 55Q: 3 clusters Score -333757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -333757.156250 Penalty: 2560.277344
	Iteration 56F: 3 clusters Score -333757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8529.191406 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8529.191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8685.983398 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8685.983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8751.563477 Penalty: 1576.909790
	Iteration 2F: 3 clusters Score -8751.563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8773.434570 Penalty: 1576.909790
	Iteration 3Q: 3 clusters Score -8773.435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8774.773438 Penalty: 1576.909790
	Iteration 4Q: 3 clusters Score -8774.773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8774.773438 Penalty: 1576.909790
	Iteration 5F: 3 clusters Score -8774.773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Entering Unmasked Estep 
Score: -7722778.500000 Penalty: 1789.031250
	Iteration 0F: 2 clusters Score -7722778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -7682387.500000 Penalty: 3578.062500
	Iteration 0F: 3 clusters Score -7682388 nChanged 28664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7698799.500000 Penalty: 3578.062500
	Iteration 1F: 3 clusters Score -7698800 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -7699838.000000 Penalty: 3578.062500
	Iteration 2Q: 3 clusters Score -7699838 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7701404.000000 Penalty: 3578.062500
	Iteration 3F: 3 clusters Score -7701404 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7703723.500000 Penalty: 3578.062500
	Iteration 4F: 3 clusters Score -7703724 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -7707009.500000 Penalty: 3578.062500
	Iteration 5F: 3 clusters Score -7707010 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -7710908.500000 Penalty: 3578.062500
	Iteration 6F: 3 clusters Score -7710908 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -7714592.000000 Penalty: 3578.062500
	Iteration 7F: 3 clusters Score -7714592 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7717359.000000 Penalty: 3578.062500
	Iteration 8F: 3 clusters Score -7717359 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7719063.000000 Penalty: 3578.062500
	Iteration 9Q: 3 clusters Score -7719063 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7720034.000000 Penalty: 3578.062500
	Iteration 10Q: 3 clusters Score -7720034 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7720571.500000 Penalty: 3578.062500
	Iteration 11Q: 3 clusters Score -7720572 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7720905.500000 Penalty: 3578.062500
	Iteration 12Q: 3 clusters Score -7720906 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7721049.500000 Penalty: 3578.062500
	Iteration 13Q: 3 clusters Score -7721050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7721149.000000 Penalty: 3578.062500
	Iteration 14Q: 3 clusters Score -7721149 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7721191.000000 Penalty: 3578.062500
	Iteration 15Q: 3 clusters Score -7721191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7721244.500000 Penalty: 3578.062500
	Iteration 16Q: 3 clusters Score -7721244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7721294.000000 Penalty: 3578.062500
	Iteration 17Q: 3 clusters Score -7721294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7721326.000000 Penalty: 3578.062500
	Iteration 18Q: 3 clusters Score -7721326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7721345.500000 Penalty: 3578.062500
	Iteration 19Q: 3 clusters Score -7721346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7721382.000000 Penalty: 3578.062500
	Iteration 20F: 3 clusters Score -7721382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7721410.500000 Penalty: 3578.062500
	Iteration 21Q: 3 clusters Score -7721410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7721419.000000 Penalty: 3578.062500
	Iteration 22Q: 3 clusters Score -7721419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7721434.000000 Penalty: 3578.062500
	Iteration 23Q: 3 clusters Score -7721434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7721441.500000 Penalty: 3578.062500
	Iteration 24Q: 3 clusters Score -7721442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7721450.000000 Penalty: 3578.062500
	Iteration 25Q: 3 clusters Score -7721450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7721449.000000 Penalty: 3578.062500
	Iteration 26Q: 3 clusters Score -7721449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7721461.000000 Penalty: 3578.062500
	Iteration 27Q: 3 clusters Score -7721461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7721461.500000 Penalty: 3578.062500
	Iteration 28Q: 3 clusters Score -7721462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7721472.000000 Penalty: 3578.062500
	Iteration 29Q: 3 clusters Score -7721472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7721472.000000 Penalty: 3578.062500
	Iteration 30Q: 3 clusters Score -7721472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7721466.000000 Penalty: 3578.062500
	Iteration 31Q: 3 clusters Score -7721466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7721463.000000 Penalty: 3578.062500
	Iteration 32Q: 3 clusters Score -7721463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7721469.000000 Penalty: 3578.062500
	Iteration 33Q: 3 clusters Score -7721469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7721467.000000 Penalty: 3578.062500
	Iteration 34Q: 3 clusters Score -7721467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7721477.000000 Penalty: 3578.062500
	Iteration 35Q: 3 clusters Score -7721477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7721472.500000 Penalty: 3578.062500
	Iteration 36Q: 3 clusters Score -7721472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7721478.500000 Penalty: 3578.062500
	Iteration 37Q: 3 clusters Score -7721478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7721475.000000 Penalty: 3578.062500
	Iteration 38Q: 3 clusters Score -7721475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7721486.000000 Penalty: 3578.062500
	Iteration 39Q: 3 clusters Score -7721486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7721480.000000 Penalty: 3578.062500
	Iteration 40F: 3 clusters Score -7721480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7721476.000000 Penalty: 3578.062500
	Iteration 41Q: 3 clusters Score -7721476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7721476.500000 Penalty: 3578.062500
	Iteration 42Q: 3 clusters Score -7721476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7721480.500000 Penalty: 3578.062500
	Iteration 43Q: 3 clusters Score -7721480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7721481.000000 Penalty: 3578.062500
	Iteration 44Q: 3 clusters Score -7721481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7721485.500000 Penalty: 3578.062500
	Iteration 45Q: 3 clusters Score -7721486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7721482.500000 Penalty: 3578.062500
	Iteration 46Q: 3 clusters Score -7721482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7721482.500000 Penalty: 3578.062500
	Iteration 47F: 3 clusters Score -7721482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Entering Unmasked Estep 
Score: -9715487.000000 Penalty: 1820.058960
	Iteration 0F: 2 clusters Score -9715487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -9668163.000000 Penalty: 3640.117920
	Iteration 0F: 3 clusters Score -9668163 nChanged 34703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -9688095.000000 Penalty: 3640.117920
	Iteration 1F: 3 clusters Score -9688095 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -9688746.000000 Penalty: 3640.117920
	Iteration 2Q: 3 clusters Score -9688746 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -9689555.000000 Penalty: 3640.117920
	Iteration 3Q: 3 clusters Score -9689555 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -9690717.000000 Penalty: 3640.117920
	Iteration 4Q: 3 clusters Score -9690717 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -9692330.000000 Penalty: 3640.117920
	Iteration 5F: 3 clusters Score -9692330 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -9694809.000000 Penalty: 3640.117920
	Iteration 6F: 3 clusters Score -9694809 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -9698329.000000 Penalty: 3640.117920
	Iteration 7F: 3 clusters Score -9698329 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -9702621.000000 Penalty: 3640.117920
	Iteration 8F: 3 clusters Score -9702621 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -9707102.000000 Penalty: 3640.117920
	Iteration 9F: 3 clusters Score -9707102 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -9710565.000000 Penalty: 3640.117920
	Iteration 10F: 3 clusters Score -9710565 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9712395.000000 Penalty: 3640.117920
	Iteration 11Q: 3 clusters Score -9712395 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9713298.000000 Penalty: 3640.117920
	Iteration 12Q: 3 clusters Score -9713298 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9713639.000000 Penalty: 3640.117920
	Iteration 13Q: 3 clusters Score -9713639 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9713777.000000 Penalty: 3640.117920
	Iteration 14Q: 3 clusters Score -9713777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9713863.000000 Penalty: 3640.117920
	Iteration 15Q: 3 clusters Score -9713863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9713916.000000 Penalty: 3640.117920
	Iteration 16Q: 3 clusters Score -9713916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9713944.000000 Penalty: 3640.117920
	Iteration 17Q: 3 clusters Score -9713944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9713946.000000 Penalty: 3640.117920
	Iteration 18Q: 3 clusters Score -9713946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9713951.000000 Penalty: 3640.117920
	Iteration 19Q: 3 clusters Score -9713951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9713943.000000 Penalty: 3640.117920
	Iteration 20F: 3 clusters Score -9713943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9713947.000000 Penalty: 3640.117920
	Iteration 21Q: 3 clusters Score -9713947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9713954.000000 Penalty: 3640.117920
	Iteration 22Q: 3 clusters Score -9713954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9713963.000000 Penalty: 3640.117920
	Iteration 23Q: 3 clusters Score -9713963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9713977.000000 Penalty: 3640.117920
	Iteration 24Q: 3 clusters Score -9713977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9713978.000000 Penalty: 3640.117920
	Iteration 25Q: 3 clusters Score -9713978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9713983.000000 Penalty: 3640.117920
	Iteration 26Q: 3 clusters Score -9713983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9713983.000000 Penalty: 3640.117920
	Iteration 27F: 3 clusters Score -9713983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -670563.187500 Penalty: 1394.429810
	Iteration 0F: 2 clusters Score -670563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -666378.937500 Penalty: 2788.859619
	Iteration 0F: 3 clusters Score -666378.9 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -667550.125000 Penalty: 2788.859619
	Iteration 1F: 3 clusters Score -667550.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -667806.812500 Penalty: 2788.859619
	Iteration 2F: 3 clusters Score -667806.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -667975.312500 Penalty: 2788.859619
	Iteration 3F: 3 clusters Score -667975.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -668086.312500 Penalty: 2788.859619
	Iteration 4Q: 3 clusters Score -668086.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -668165.250000 Penalty: 2788.859619
	Iteration 5Q: 3 clusters Score -668165.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -668225.000000 Penalty: 2788.859619
	Iteration 6Q: 3 clusters Score -668225 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -668268.125000 Penalty: 2788.859619
	Iteration 7Q: 3 clusters Score -668268.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -668302.062500 Penalty: 2788.859619
	Iteration 8Q: 3 clusters Score -668302.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -668329.062500 Penalty: 2788.859619
	Iteration 9Q: 3 clusters Score -668329.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -668360.062500 Penalty: 2788.859619
	Iteration 10Q: 3 clusters Score -668360.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -668389.500000 Penalty: 2788.859619
	Iteration 11Q: 3 clusters Score -668389.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -668424.562500 Penalty: 2788.859619
	Iteration 12Q: 3 clusters Score -668424.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -668459.250000 Penalty: 2788.859619
	Iteration 13Q: 3 clusters Score -668459.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -668496.312500 Penalty: 2788.859619
	Iteration 14Q: 3 clusters Score -668496.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -668526.062500 Penalty: 2788.859619
	Iteration 15Q: 3 clusters Score -668526.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -668558.812500 Penalty: 2788.859619
	Iteration 16Q: 3 clusters Score -668558.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -668605.000000 Penalty: 2788.859619
	Iteration 17Q: 3 clusters Score -668605 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -668664.625000 Penalty: 2788.859619
	Iteration 18Q: 3 clusters Score -668664.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -668741.687500 Penalty: 2788.859619
	Iteration 19Q: 3 clusters Score -668741.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -668825.562500 Penalty: 2788.859619
	Iteration 20F: 3 clusters Score -668825.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -668888.000000 Penalty: 2788.859619
	Iteration 21Q: 3 clusters Score -668888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -668942.375000 Penalty: 2788.859619
	Iteration 22Q: 3 clusters Score -668942.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -669001.750000 Penalty: 2788.859619
	Iteration 23Q: 3 clusters Score -669001.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -669049.437500 Penalty: 2788.859619
	Iteration 24Q: 3 clusters Score -669049.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -669086.375000 Penalty: 2788.859619
	Iteration 25Q: 3 clusters Score -669086.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -669116.500000 Penalty: 2788.859619
	Iteration 26Q: 3 clusters Score -669116.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -669141.687500 Penalty: 2788.859619
	Iteration 27Q: 3 clusters Score -669141.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -669162.750000 Penalty: 2788.859619
	Iteration 28Q: 3 clusters Score -669162.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -669179.312500 Penalty: 2788.859619
	Iteration 29Q: 3 clusters Score -669179.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -669195.312500 Penalty: 2788.859619
	Iteration 30Q: 3 clusters Score -669195.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -669202.937500 Penalty: 2788.859619
	Iteration 31Q: 3 clusters Score -669202.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -669214.812500 Penalty: 2788.859619
	Iteration 32Q: 3 clusters Score -669214.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -669229.000000 Penalty: 2788.859619
	Iteration 33Q: 3 clusters Score -669229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -669243.937500 Penalty: 2788.859619
	Iteration 34Q: 3 clusters Score -669243.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -669257.562500 Penalty: 2788.859619
	Iteration 35Q: 3 clusters Score -669257.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -669274.312500 Penalty: 2788.859619
	Iteration 36Q: 3 clusters Score -669274.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -669297.250000 Penalty: 2788.859619
	Iteration 37Q: 3 clusters Score -669297.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -669321.937500 Penalty: 2788.859619
	Iteration 38Q: 3 clusters Score -669321.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -669341.062500 Penalty: 2788.859619
	Iteration 39Q: 3 clusters Score -669341.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -669362.250000 Penalty: 2788.859619
	Iteration 40F: 3 clusters Score -669362.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -669381.375000 Penalty: 2788.859619
	Iteration 41Q: 3 clusters Score -669381.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -669403.625000 Penalty: 2788.859619
	Iteration 42Q: 3 clusters Score -669403.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -669427.312500 Penalty: 2788.859619
	Iteration 43Q: 3 clusters Score -669427.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -669450.125000 Penalty: 2788.859619
	Iteration 44Q: 3 clusters Score -669450.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -669473.187500 Penalty: 2788.859619
	Iteration 45Q: 3 clusters Score -669473.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -669501.250000 Penalty: 2788.859619
	Iteration 46Q: 3 clusters Score -669501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -669527.500000 Penalty: 2788.859619
	Iteration 47Q: 3 clusters Score -669527.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -669546.500000 Penalty: 2788.859619
	Iteration 48Q: 3 clusters Score -669546.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -669556.000000 Penalty: 2788.859619
	Iteration 49Q: 3 clusters Score -669556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -669564.125000 Penalty: 2788.859619
	Iteration 50Q: 3 clusters Score -669564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -669570.437500 Penalty: 2788.859619
	Iteration 51Q: 3 clusters Score -669570.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -669579.687500 Penalty: 2788.859619
	Iteration 52Q: 3 clusters Score -669579.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -669588.562500 Penalty: 2788.859619
	Iteration 53Q: 3 clusters Score -669588.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -669594.750000 Penalty: 2788.859619
	Iteration 54Q: 3 clusters Score -669594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -669597.812500 Penalty: 2788.859619
	Iteration 55Q: 3 clusters Score -669597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -669601.312500 Penalty: 2788.859619
	Iteration 56Q: 3 clusters Score -669601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -669603.875000 Penalty: 2788.859619
	Iteration 57Q: 3 clusters Score -669603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -669605.500000 Penalty: 2788.859619
	Iteration 58Q: 3 clusters Score -669605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -669608.937500 Penalty: 2788.859619
	Iteration 59Q: 3 clusters Score -669608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -669609.437500 Penalty: 2788.859619
	Iteration 60F: 3 clusters Score -669609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -669610.375000 Penalty: 2788.859619
	Iteration 61Q: 3 clusters Score -669610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -669610.000000 Penalty: 2788.859619
	Iteration 62Q: 3 clusters Score -669610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -669612.250000 Penalty: 2788.859619
	Iteration 63Q: 3 clusters Score -669612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -669613.125000 Penalty: 2788.859619
	Iteration 64Q: 3 clusters Score -669613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -669611.937500 Penalty: 2788.859619
	Iteration 65Q: 3 clusters Score -669611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -669612.687500 Penalty: 2788.859619
	Iteration 66Q: 3 clusters Score -669612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -669612.687500 Penalty: 2788.859619
	Iteration 67F: 3 clusters Score -669612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Entering Unmasked Estep 
Score: -11233194.000000 Penalty: 1844.794434
	Iteration 0F: 2 clusters Score -1.123319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -11179811.000000 Penalty: 3689.588867
	Iteration 0F: 3 clusters Score -1.117981e+07 nChanged 40523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -11202782.000000 Penalty: 3689.588867
	Iteration 1F: 3 clusters Score -1.120278e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -11203176.000000 Penalty: 3689.588867
	Iteration 2Q: 3 clusters Score -1.120318e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -11203696.000000 Penalty: 3689.588867
	Iteration 3Q: 3 clusters Score -1.12037e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -11204399.000000 Penalty: 3689.588867
	Iteration 4Q: 3 clusters Score -1.12044e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -11205455.000000 Penalty: 3689.588867
	Iteration 5Q: 3 clusters Score -1.120546e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -11207283.000000 Penalty: 3689.588867
	Iteration 6Q: 3 clusters Score -1.120728e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -11210223.000000 Penalty: 3689.588867
	Iteration 7F: 3 clusters Score -1.121022e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -11214630.000000 Penalty: 3689.588867
	Iteration 8F: 3 clusters Score -1.121463e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -11220093.000000 Penalty: 3689.588867
	Iteration 9F: 3 clusters Score -1.122009e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -11225119.000000 Penalty: 3689.588867
	Iteration 10F: 3 clusters Score -1.122512e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -11228378.000000 Penalty: 3689.588867
	Iteration 11Q: 3 clusters Score -1.122838e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11230044.000000 Penalty: 3689.588867
	Iteration 12Q: 3 clusters Score -1.123004e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11230817.000000 Penalty: 3689.588867
	Iteration 13Q: 3 clusters Score -1.123082e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11231157.000000 Penalty: 3689.588867
	Iteration 14Q: 3 clusters Score -1.123116e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11231332.000000 Penalty: 3689.588867
	Iteration 15Q: 3 clusters Score -1.123133e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11231427.000000 Penalty: 3689.588867
	Iteration 16Q: 3 clusters Score -1.123143e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11231479.000000 Penalty: 3689.588867
	Iteration 17Q: 3 clusters Score -1.123148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11231532.000000 Penalty: 3689.588867
	Iteration 18Q: 3 clusters Score -1.123153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11231555.000000 Penalty: 3689.588867
	Iteration 19Q: 3 clusters Score -1.123156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11231566.000000 Penalty: 3689.588867
	Iteration 20F: 3 clusters Score -1.123157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11231570.000000 Penalty: 3689.588867
	Iteration 21Q: 3 clusters Score -1.123157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11231578.000000 Penalty: 3689.588867
	Iteration 22Q: 3 clusters Score -1.123158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11231583.000000 Penalty: 3689.588867
	Iteration 23Q: 3 clusters Score -1.123158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11231586.000000 Penalty: 3689.588867
	Iteration 24Q: 3 clusters Score -1.123159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11231593.000000 Penalty: 3689.588867
	Iteration 25Q: 3 clusters Score -1.123159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11231587.000000 Penalty: 3689.588867
	Iteration 26Q: 3 clusters Score -1.123159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11231594.000000 Penalty: 3689.588867
	Iteration 27Q: 3 clusters Score -1.123159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11231593.000000 Penalty: 3689.588867
	Iteration 28Q: 3 clusters Score -1.123159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11231595.000000 Penalty: 3689.588867
	Iteration 29Q: 3 clusters Score -1.12316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11231595.000000 Penalty: 3689.588867
	Iteration 30F: 3 clusters Score -1.12316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Entering Unmasked Estep 
Score: -3505104.250000 Penalty: 1661.643433
	Iteration 0F: 2 clusters Score -3505104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3486482.750000 Penalty: 3323.286865
	Iteration 0F: 3 clusters Score -3486483 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3493635.000000 Penalty: 3323.286865
	Iteration 1F: 3 clusters Score -3493635 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3494059.250000 Penalty: 3323.286865
	Iteration 2Q: 3 clusters Score -3494059 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3494611.250000 Penalty: 3323.286865
	Iteration 3Q: 3 clusters Score -3494611 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3495233.250000 Penalty: 3323.286865
	Iteration 4Q: 3 clusters Score -3495233 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3495935.250000 Penalty: 3323.286865
	Iteration 5Q: 3 clusters Score -3495935 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3496900.750000 Penalty: 3323.286865
	Iteration 6F: 3 clusters Score -3496901 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3498049.500000 Penalty: 3323.286865
	Iteration 7F: 3 clusters Score -3498050 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3499249.250000 Penalty: 3323.286865
	Iteration 8F: 3 clusters Score -3499249 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3500422.500000 Penalty: 3323.286865
	Iteration 9F: 3 clusters Score -3500422 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3501526.500000 Penalty: 3323.286865
	Iteration 10Q: 3 clusters Score -3501526 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3502354.750000 Penalty: 3323.286865
	Iteration 11Q: 3 clusters Score -3502355 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3502975.750000 Penalty: 3323.286865
	Iteration 12Q: 3 clusters Score -3502976 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3503319.000000 Penalty: 3323.286865
	Iteration 13Q: 3 clusters Score -3503319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3503498.500000 Penalty: 3323.286865
	Iteration 14Q: 3 clusters Score -3503498 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3503606.500000 Penalty: 3323.286865
	Iteration 15Q: 3 clusters Score -3503606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3503669.250000 Penalty: 3323.286865
	Iteration 16Q: 3 clusters Score -3503669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3503709.250000 Penalty: 3323.286865
	Iteration 17Q: 3 clusters Score -3503709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3503727.500000 Penalty: 3323.286865
	Iteration 18Q: 3 clusters Score -3503728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3503741.750000 Penalty: 3323.286865
	Iteration 19Q: 3 clusters Score -3503742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3503760.500000 Penalty: 3323.286865
	Iteration 20F: 3 clusters Score -3503760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3503769.000000 Penalty: 3323.286865
	Iteration 21Q: 3 clusters Score -3503769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3503775.750000 Penalty: 3323.286865
	Iteration 22Q: 3 clusters Score -3503776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3503786.750000 Penalty: 3323.286865
	Iteration 23Q: 3 clusters Score -3503787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3503797.750000 Penalty: 3323.286865
	Iteration 24Q: 3 clusters Score -3503798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3503801.500000 Penalty: 3323.286865
	Iteration 25Q: 3 clusters Score -3503802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3503808.500000 Penalty: 3323.286865
	Iteration 26Q: 3 clusters Score -3503808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3503807.000000 Penalty: 3323.286865
	Iteration 27Q: 3 clusters Score -3503807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3503810.000000 Penalty: 3323.286865
	Iteration 28Q: 3 clusters Score -3503810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3503813.000000 Penalty: 3323.286865
	Iteration 29Q: 3 clusters Score -3503813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3503813.250000 Penalty: 3323.286865
	Iteration 30Q: 3 clusters Score -3503813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3503816.250000 Penalty: 3323.286865
	Iteration 31Q: 3 clusters Score -3503816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3503820.000000 Penalty: 3323.286865
	Iteration 32Q: 3 clusters Score -3503820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3503824.500000 Penalty: 3323.286865
	Iteration 33Q: 3 clusters Score -3503824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3503825.250000 Penalty: 3323.286865
	Iteration 34Q: 3 clusters Score -3503825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3503824.250000 Penalty: 3323.286865
	Iteration 35Q: 3 clusters Score -3503824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3503830.500000 Penalty: 3323.286865
	Iteration 36Q: 3 clusters Score -3503830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3503831.750000 Penalty: 3323.286865
	Iteration 37Q: 3 clusters Score -3503832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3503828.750000 Penalty: 3323.286865
	Iteration 38Q: 3 clusters Score -3503829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3503832.000000 Penalty: 3323.286865
	Iteration 39Q: 3 clusters Score -3503832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3503836.500000 Penalty: 3323.286865
	Iteration 40F: 3 clusters Score -3503836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3503839.750000 Penalty: 3323.286865
	Iteration 41Q: 3 clusters Score -3503840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3503840.750000 Penalty: 3323.286865
	Iteration 42Q: 3 clusters Score -3503841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3503847.500000 Penalty: 3323.286865
	Iteration 43Q: 3 clusters Score -3503848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3503853.000000 Penalty: 3323.286865
	Iteration 44Q: 3 clusters Score -3503853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3503851.500000 Penalty: 3323.286865
	Iteration 45Q: 3 clusters Score -3503852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3503859.500000 Penalty: 3323.286865
	Iteration 46Q: 3 clusters Score -3503860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3503861.000000 Penalty: 3323.286865
	Iteration 47Q: 3 clusters Score -3503861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3503862.250000 Penalty: 3323.286865
	Iteration 48Q: 3 clusters Score -3503862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3503866.500000 Penalty: 3323.286865
	Iteration 49Q: 3 clusters Score -3503866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3503873.000000 Penalty: 3323.286865
	Iteration 50Q: 3 clusters Score -3503873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3503870.500000 Penalty: 3323.286865
	Iteration 51Q: 3 clusters Score -3503870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3503870.500000 Penalty: 3323.286865
	Iteration 52F: 3 clusters Score -3503870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -639174.625000 Penalty: 1394.338379
	Iteration 0F: 2 clusters Score -639174.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -635042.625000 Penalty: 2788.676758
	Iteration 0F: 3 clusters Score -635042.6 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -636362.375000 Penalty: 2788.676758
	Iteration 1F: 3 clusters Score -636362.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -636660.125000 Penalty: 2788.676758
	Iteration 2F: 3 clusters Score -636660.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -636884.250000 Penalty: 2788.676758
	Iteration 3F: 3 clusters Score -636884.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -637065.187500 Penalty: 2788.676758
	Iteration 4F: 3 clusters Score -637065.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -637198.500000 Penalty: 2788.676758
	Iteration 5Q: 3 clusters Score -637198.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -637309.875000 Penalty: 2788.676758
	Iteration 6Q: 3 clusters Score -637309.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -637428.500000 Penalty: 2788.676758
	Iteration 7Q: 3 clusters Score -637428.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -637542.687500 Penalty: 2788.676758
	Iteration 8Q: 3 clusters Score -637542.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -637646.687500 Penalty: 2788.676758
	Iteration 9Q: 3 clusters Score -637646.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -637752.250000 Penalty: 2788.676758
	Iteration 10Q: 3 clusters Score -637752.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -637841.062500 Penalty: 2788.676758
	Iteration 11Q: 3 clusters Score -637841.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -637916.562500 Penalty: 2788.676758
	Iteration 12Q: 3 clusters Score -637916.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -637980.687500 Penalty: 2788.676758
	Iteration 13Q: 3 clusters Score -637980.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -638034.750000 Penalty: 2788.676758
	Iteration 14Q: 3 clusters Score -638034.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -638094.687500 Penalty: 2788.676758
	Iteration 15Q: 3 clusters Score -638094.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -638152.250000 Penalty: 2788.676758
	Iteration 16Q: 3 clusters Score -638152.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -638206.937500 Penalty: 2788.676758
	Iteration 17Q: 3 clusters Score -638206.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -638247.562500 Penalty: 2788.676758
	Iteration 18Q: 3 clusters Score -638247.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -638267.125000 Penalty: 2788.676758
	Iteration 19Q: 3 clusters Score -638267.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -638280.750000 Penalty: 2788.676758
	Iteration 20F: 3 clusters Score -638280.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -638291.625000 Penalty: 2788.676758
	Iteration 21Q: 3 clusters Score -638291.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -638298.250000 Penalty: 2788.676758
	Iteration 22Q: 3 clusters Score -638298.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -638304.812500 Penalty: 2788.676758
	Iteration 23Q: 3 clusters Score -638304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -638309.125000 Penalty: 2788.676758
	Iteration 24Q: 3 clusters Score -638309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -638315.875000 Penalty: 2788.676758
	Iteration 25Q: 3 clusters Score -638315.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -638318.312500 Penalty: 2788.676758
	Iteration 26Q: 3 clusters Score -638318.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -638321.125000 Penalty: 2788.676758
	Iteration 27Q: 3 clusters Score -638321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -638322.937500 Penalty: 2788.676758
	Iteration 28Q: 3 clusters Score -638322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -638324.812500 Penalty: 2788.676758
	Iteration 29Q: 3 clusters Score -638324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -638325.812500 Penalty: 2788.676758
	Iteration 30Q: 3 clusters Score -638325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -638326.437500 Penalty: 2788.676758
	Iteration 31Q: 3 clusters Score -638326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -638328.625000 Penalty: 2788.676758
	Iteration 32Q: 3 clusters Score -638328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -638328.375000 Penalty: 2788.676758
	Iteration 33Q: 3 clusters Score -638328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -638327.812500 Penalty: 2788.676758
	Iteration 34Q: 3 clusters Score -638327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -638328.875000 Penalty: 2788.676758
	Iteration 35Q: 3 clusters Score -638328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -638333.062500 Penalty: 2788.676758
	Iteration 36Q: 3 clusters Score -638333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -638337.125000 Penalty: 2788.676758
	Iteration 37Q: 3 clusters Score -638337.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -638339.625000 Penalty: 2788.676758
	Iteration 38Q: 3 clusters Score -638339.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -638341.875000 Penalty: 2788.676758
	Iteration 39Q: 3 clusters Score -638341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -638346.625000 Penalty: 2788.676758
	Iteration 40F: 3 clusters Score -638346.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -638350.750000 Penalty: 2788.676758
	Iteration 41Q: 3 clusters Score -638350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -638353.437500 Penalty: 2788.676758
	Iteration 42Q: 3 clusters Score -638353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -638353.687500 Penalty: 2788.676758
	Iteration 43Q: 3 clusters Score -638353.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -638354.125000 Penalty: 2788.676758
	Iteration 44Q: 3 clusters Score -638354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -638354.250000 Penalty: 2788.676758
	Iteration 45Q: 3 clusters Score -638354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -638354.250000 Penalty: 2788.676758
	Iteration 46F: 3 clusters Score -638354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Entering Unmasked Estep 
Score: -1308629.125000 Penalty: 1496.110474
	Iteration 0F: 2 clusters Score -1308629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1301499.875000 Penalty: 2992.220947
	Iteration 0F: 3 clusters Score -1301500 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1303797.625000 Penalty: 2992.220947
	Iteration 1F: 3 clusters Score -1303798 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1304033.625000 Penalty: 2992.220947
	Iteration 2F: 3 clusters Score -1304034 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1304248.125000 Penalty: 2992.220947
	Iteration 3Q: 3 clusters Score -1304248 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1304446.875000 Penalty: 2992.220947
	Iteration 4Q: 3 clusters Score -1304447 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1304686.125000 Penalty: 2992.220947
	Iteration 5Q: 3 clusters Score -1304686 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1304950.750000 Penalty: 2992.220947
	Iteration 6Q: 3 clusters Score -1304951 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1305234.250000 Penalty: 2992.220947
	Iteration 7Q: 3 clusters Score -1305234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1305558.750000 Penalty: 2992.220947
	Iteration 8Q: 3 clusters Score -1305559 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1305894.750000 Penalty: 2992.220947
	Iteration 9Q: 3 clusters Score -1305895 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1306240.000000 Penalty: 2992.220947
	Iteration 10Q: 3 clusters Score -1306240 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1306571.250000 Penalty: 2992.220947
	Iteration 11Q: 3 clusters Score -1306571 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1306854.625000 Penalty: 2992.220947
	Iteration 12Q: 3 clusters Score -1306855 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1307036.375000 Penalty: 2992.220947
	Iteration 13Q: 3 clusters Score -1307036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1307131.500000 Penalty: 2992.220947
	Iteration 14Q: 3 clusters Score -1307132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1307181.875000 Penalty: 2992.220947
	Iteration 15Q: 3 clusters Score -1307182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1307232.750000 Penalty: 2992.220947
	Iteration 16Q: 3 clusters Score -1307233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1307259.250000 Penalty: 2992.220947
	Iteration 17Q: 3 clusters Score -1307259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1307272.250000 Penalty: 2992.220947
	Iteration 18Q: 3 clusters Score -1307272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1307282.125000 Penalty: 2992.220947
	Iteration 19Q: 3 clusters Score -1307282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1307286.125000 Penalty: 2992.220947
	Iteration 20F: 3 clusters Score -1307286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1307289.500000 Penalty: 2992.220947
	Iteration 21Q: 3 clusters Score -1307290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1307292.250000 Penalty: 2992.220947
	Iteration 22Q: 3 clusters Score -1307292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1307294.875000 Penalty: 2992.220947
	Iteration 23Q: 3 clusters Score -1307295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1307294.875000 Penalty: 2992.220947
	Iteration 24F: 3 clusters Score -1307295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -634610.500000 Penalty: 1389.885254
	Iteration 0F: 2 clusters Score -634610.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -630488.687500 Penalty: 2779.770508
	Iteration 0F: 3 clusters Score -630488.7 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -631657.500000 Penalty: 2779.770508
	Iteration 1F: 3 clusters Score -631657.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -631831.375000 Penalty: 2779.770508
	Iteration 2F: 3 clusters Score -631831.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -631950.562500 Penalty: 2779.770508
	Iteration 3Q: 3 clusters Score -631950.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -632062.312500 Penalty: 2779.770508
	Iteration 4Q: 3 clusters Score -632062.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -632157.625000 Penalty: 2779.770508
	Iteration 5Q: 3 clusters Score -632157.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -632238.687500 Penalty: 2779.770508
	Iteration 6Q: 3 clusters Score -632238.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -632313.375000 Penalty: 2779.770508
	Iteration 7Q: 3 clusters Score -632313.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -632379.437500 Penalty: 2779.770508
	Iteration 8Q: 3 clusters Score -632379.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -632435.437500 Penalty: 2779.770508
	Iteration 9Q: 3 clusters Score -632435.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -632504.687500 Penalty: 2779.770508
	Iteration 10Q: 3 clusters Score -632504.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -632582.937500 Penalty: 2779.770508
	Iteration 11Q: 3 clusters Score -632582.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -632646.000000 Penalty: 2779.770508
	Iteration 12Q: 3 clusters Score -632646 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -632706.000000 Penalty: 2779.770508
	Iteration 13Q: 3 clusters Score -632706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -632760.500000 Penalty: 2779.770508
	Iteration 14Q: 3 clusters Score -632760.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -632813.750000 Penalty: 2779.770508
	Iteration 15Q: 3 clusters Score -632813.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -632858.937500 Penalty: 2779.770508
	Iteration 16Q: 3 clusters Score -632858.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -632901.812500 Penalty: 2779.770508
	Iteration 17Q: 3 clusters Score -632901.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -632942.312500 Penalty: 2779.770508
	Iteration 18Q: 3 clusters Score -632942.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -632974.187500 Penalty: 2779.770508
	Iteration 19Q: 3 clusters Score -632974.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -633003.500000 Penalty: 2779.770508
	Iteration 20F: 3 clusters Score -633003.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -633032.062500 Penalty: 2779.770508
	Iteration 21Q: 3 clusters Score -633032.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -633055.750000 Penalty: 2779.770508
	Iteration 22Q: 3 clusters Score -633055.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -633082.250000 Penalty: 2779.770508
	Iteration 23Q: 3 clusters Score -633082.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -633106.312500 Penalty: 2779.770508
	Iteration 24Q: 3 clusters Score -633106.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -633133.375000 Penalty: 2779.770508
	Iteration 25Q: 3 clusters Score -633133.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -633155.187500 Penalty: 2779.770508
	Iteration 26Q: 3 clusters Score -633155.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -633178.187500 Penalty: 2779.770508
	Iteration 27Q: 3 clusters Score -633178.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -633198.500000 Penalty: 2779.770508
	Iteration 28Q: 3 clusters Score -633198.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -633210.187500 Penalty: 2779.770508
	Iteration 29Q: 3 clusters Score -633210.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -633221.187500 Penalty: 2779.770508
	Iteration 30Q: 3 clusters Score -633221.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -633229.062500 Penalty: 2779.770508
	Iteration 31Q: 3 clusters Score -633229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -633238.500000 Penalty: 2779.770508
	Iteration 32Q: 3 clusters Score -633238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -633248.250000 Penalty: 2779.770508
	Iteration 33Q: 3 clusters Score -633248.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -633259.500000 Penalty: 2779.770508
	Iteration 34Q: 3 clusters Score -633259.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -633269.375000 Penalty: 2779.770508
	Iteration 35Q: 3 clusters Score -633269.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -633279.625000 Penalty: 2779.770508
	Iteration 36Q: 3 clusters Score -633279.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -633288.875000 Penalty: 2779.770508
	Iteration 37Q: 3 clusters Score -633288.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -633297.875000 Penalty: 2779.770508
	Iteration 38Q: 3 clusters Score -633297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -633309.437500 Penalty: 2779.770508
	Iteration 39Q: 3 clusters Score -633309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -633318.687500 Penalty: 2779.770508
	Iteration 40F: 3 clusters Score -633318.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -633328.062500 Penalty: 2779.770508
	Iteration 41Q: 3 clusters Score -633328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -633335.375000 Penalty: 2779.770508
	Iteration 42Q: 3 clusters Score -633335.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -633343.125000 Penalty: 2779.770508
	Iteration 43Q: 3 clusters Score -633343.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -633352.875000 Penalty: 2779.770508
	Iteration 44Q: 3 clusters Score -633352.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -633356.937500 Penalty: 2779.770508
	Iteration 45Q: 3 clusters Score -633356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -633363.562500 Penalty: 2779.770508
	Iteration 46Q: 3 clusters Score -633363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -633367.812500 Penalty: 2779.770508
	Iteration 47Q: 3 clusters Score -633367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -633370.125000 Penalty: 2779.770508
	Iteration 48Q: 3 clusters Score -633370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -633371.875000 Penalty: 2779.770508
	Iteration 49Q: 3 clusters Score -633371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -633380.812500 Penalty: 2779.770508
	Iteration 50Q: 3 clusters Score -633380.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -633395.062500 Penalty: 2779.770508
	Iteration 51Q: 3 clusters Score -633395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -633404.562500 Penalty: 2779.770508
	Iteration 52Q: 3 clusters Score -633404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -633412.312500 Penalty: 2779.770508
	Iteration 53Q: 3 clusters Score -633412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -633421.312500 Penalty: 2779.770508
	Iteration 54Q: 3 clusters Score -633421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -633429.875000 Penalty: 2779.770508
	Iteration 55Q: 3 clusters Score -633429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -633431.875000 Penalty: 2779.770508
	Iteration 56Q: 3 clusters Score -633431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -633434.750000 Penalty: 2779.770508
	Iteration 57Q: 3 clusters Score -633434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -633439.312500 Penalty: 2779.770508
	Iteration 58Q: 3 clusters Score -633439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -633438.875000 Penalty: 2779.770508
	Iteration 59Q: 3 clusters Score -633438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -633438.875000 Penalty: 2779.770508
	Iteration 60F: 3 clusters Score -633438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -886662.750000 Penalty: 1432.931152
	Iteration 0F: 2 clusters Score -886662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -881577.187500 Penalty: 2865.862305
	Iteration 0F: 3 clusters Score -881577.2 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -883100.062500 Penalty: 2865.862305
	Iteration 1F: 3 clusters Score -883100.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -883253.437500 Penalty: 2865.862305
	Iteration 2F: 3 clusters Score -883253.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -883360.750000 Penalty: 2865.862305
	Iteration 3Q: 3 clusters Score -883360.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -883458.187500 Penalty: 2865.862305
	Iteration 4Q: 3 clusters Score -883458.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -883550.750000 Penalty: 2865.862305
	Iteration 5Q: 3 clusters Score -883550.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -883644.250000 Penalty: 2865.862305
	Iteration 6Q: 3 clusters Score -883644.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -883743.750000 Penalty: 2865.862305
	Iteration 7Q: 3 clusters Score -883743.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -883850.062500 Penalty: 2865.862305
	Iteration 8Q: 3 clusters Score -883850.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -883971.562500 Penalty: 2865.862305
	Iteration 9Q: 3 clusters Score -883971.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -884120.500000 Penalty: 2865.862305
	Iteration 10Q: 3 clusters Score -884120.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -884261.312500 Penalty: 2865.862305
	Iteration 11Q: 3 clusters Score -884261.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -884392.187500 Penalty: 2865.862305
	Iteration 12Q: 3 clusters Score -884392.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -884543.000000 Penalty: 2865.862305
	Iteration 13Q: 3 clusters Score -884543 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -884689.562500 Penalty: 2865.862305
	Iteration 14Q: 3 clusters Score -884689.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -884863.250000 Penalty: 2865.862305
	Iteration 15Q: 3 clusters Score -884863.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -884996.500000 Penalty: 2865.862305
	Iteration 16Q: 3 clusters Score -884996.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -885095.687500 Penalty: 2865.862305
	Iteration 17Q: 3 clusters Score -885095.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -885175.500000 Penalty: 2865.862305
	Iteration 18Q: 3 clusters Score -885175.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -885245.375000 Penalty: 2865.862305
	Iteration 19Q: 3 clusters Score -885245.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -885293.375000 Penalty: 2865.862305
	Iteration 20F: 3 clusters Score -885293.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -885332.687500 Penalty: 2865.862305
	Iteration 21Q: 3 clusters Score -885332.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -885362.062500 Penalty: 2865.862305
	Iteration 22Q: 3 clusters Score -885362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -885383.687500 Penalty: 2865.862305
	Iteration 23Q: 3 clusters Score -885383.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -885399.812500 Penalty: 2865.862305
	Iteration 24Q: 3 clusters Score -885399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -885405.500000 Penalty: 2865.862305
	Iteration 25Q: 3 clusters Score -885405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -885407.250000 Penalty: 2865.862305
	Iteration 26Q: 3 clusters Score -885407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -885408.500000 Penalty: 2865.862305
	Iteration 27Q: 3 clusters Score -885408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -885409.812500 Penalty: 2865.862305
	Iteration 28Q: 3 clusters Score -885409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -885410.437500 Penalty: 2865.862305
	Iteration 29Q: 3 clusters Score -885410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -885411.625000 Penalty: 2865.862305
	Iteration 30Q: 3 clusters Score -885411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -885412.500000 Penalty: 2865.862305
	Iteration 31Q: 3 clusters Score -885412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -885414.437500 Penalty: 2865.862305
	Iteration 32Q: 3 clusters Score -885414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -885418.250000 Penalty: 2865.862305
	Iteration 33Q: 3 clusters Score -885418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -885420.125000 Penalty: 2865.862305
	Iteration 34Q: 3 clusters Score -885420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -885421.500000 Penalty: 2865.862305
	Iteration 35Q: 3 clusters Score -885421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -885421.500000 Penalty: 2865.862305
	Iteration 36F: 3 clusters Score -885421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Entering Unmasked Estep 
Score: -609805.875000 Penalty: 1376.084595
	Iteration 0F: 2 clusters Score -609805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -606041.187500 Penalty: 2752.169189
	Iteration 0F: 3 clusters Score -606041.2 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -607022.937500 Penalty: 2752.169189
	Iteration 1F: 3 clusters Score -607022.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -607195.062500 Penalty: 2752.169189
	Iteration 2F: 3 clusters Score -607195.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -607317.562500 Penalty: 2752.169189
	Iteration 3F: 3 clusters Score -607317.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -607415.562500 Penalty: 2752.169189
	Iteration 4Q: 3 clusters Score -607415.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -607508.625000 Penalty: 2752.169189
	Iteration 5Q: 3 clusters Score -607508.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -607612.750000 Penalty: 2752.169189
	Iteration 6Q: 3 clusters Score -607612.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -607714.187500 Penalty: 2752.169189
	Iteration 7Q: 3 clusters Score -607714.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -607817.750000 Penalty: 2752.169189
	Iteration 8Q: 3 clusters Score -607817.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -607932.562500 Penalty: 2752.169189
	Iteration 9Q: 3 clusters Score -607932.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -608022.562500 Penalty: 2752.169189
	Iteration 10Q: 3 clusters Score -608022.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -608119.687500 Penalty: 2752.169189
	Iteration 11Q: 3 clusters Score -608119.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -608198.062500 Penalty: 2752.169189
	Iteration 12Q: 3 clusters Score -608198.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -608259.812500 Penalty: 2752.169189
	Iteration 13Q: 3 clusters Score -608259.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -608303.750000 Penalty: 2752.169189
	Iteration 14Q: 3 clusters Score -608303.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -608337.625000 Penalty: 2752.169189
	Iteration 15Q: 3 clusters Score -608337.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -608366.562500 Penalty: 2752.169189
	Iteration 16Q: 3 clusters Score -608366.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -608388.875000 Penalty: 2752.169189
	Iteration 17Q: 3 clusters Score -608388.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -608405.437500 Penalty: 2752.169189
	Iteration 18Q: 3 clusters Score -608405.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -608418.437500 Penalty: 2752.169189
	Iteration 19Q: 3 clusters Score -608418.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -608426.687500 Penalty: 2752.169189
	Iteration 20F: 3 clusters Score -608426.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -608434.437500 Penalty: 2752.169189
	Iteration 21Q: 3 clusters Score -608434.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -608439.312500 Penalty: 2752.169189
	Iteration 22Q: 3 clusters Score -608439.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -608441.812500 Penalty: 2752.169189
	Iteration 23Q: 3 clusters Score -608441.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -608443.312500 Penalty: 2752.169189
	Iteration 24Q: 3 clusters Score -608443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -608445.062500 Penalty: 2752.169189
	Iteration 25Q: 3 clusters Score -608445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -608445.875000 Penalty: 2752.169189
	Iteration 26Q: 3 clusters Score -608445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -608446.250000 Penalty: 2752.169189
	Iteration 27Q: 3 clusters Score -608446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -608447.687500 Penalty: 2752.169189
	Iteration 28Q: 3 clusters Score -608447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -608448.562500 Penalty: 2752.169189
	Iteration 29Q: 3 clusters Score -608448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -608450.312500 Penalty: 2752.169189
	Iteration 30Q: 3 clusters Score -608450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -608450.437500 Penalty: 2752.169189
	Iteration 31Q: 3 clusters Score -608450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -608450.437500 Penalty: 2752.169189
	Iteration 32F: 3 clusters Score -608450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7506.339355 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7506.339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7529.706055 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7529.706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7594.586914 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -7594.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7598.570312 Penalty: 1499.914185
	Iteration 3Q: 3 clusters Score -7598.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7604.931641 Penalty: 1499.914185
	Iteration 4Q: 3 clusters Score -7604.932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7604.931641 Penalty: 1499.914185
	Iteration 5F: 3 clusters Score -7604.932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -367749.437500 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -367749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -365203.812500 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -365203.8 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -365774.406250 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -365774.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -365875.468750 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -365875.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -365933.375000 Penalty: 2575.205811
	Iteration 3Q: 3 clusters Score -365933.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -365969.593750 Penalty: 2575.205811
	Iteration 4Q: 3 clusters Score -365969.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -365994.968750 Penalty: 2575.205811
	Iteration 5Q: 3 clusters Score -365995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -366018.906250 Penalty: 2575.205811
	Iteration 6Q: 3 clusters Score -366018.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -366035.468750 Penalty: 2575.205811
	Iteration 7Q: 3 clusters Score -366035.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -366043.687500 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -366043.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -366056.875000 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -366056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -366066.312500 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -366066.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -366079.218750 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -366079.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -366087.812500 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -366087.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -366096.531250 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -366096.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -366107.843750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -366107.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -366116.218750 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -366116.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -366121.406250 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -366121.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -366126.531250 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -366126.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -366129.625000 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -366129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -366131.968750 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -366132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366136.875000 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -366136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -366138.531250 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -366138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -366141.125000 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -366141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -366141.375000 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -366141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -366142.281250 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -366142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366143.000000 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -366143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -366143.250000 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -366143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366143.093750 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -366143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366143.093750 Penalty: 2575.205811
	Iteration 28F: 3 clusters Score -366143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Entering Unmasked Estep 
Score: -10423974.000000 Penalty: 1831.248657
	Iteration 0F: 2 clusters Score -1.042397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -10374827.000000 Penalty: 3662.497314
	Iteration 0F: 3 clusters Score -1.037483e+07 nChanged 37288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -10396561.000000 Penalty: 3662.497314
	Iteration 1F: 3 clusters Score -1.039656e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -10397059.000000 Penalty: 3662.497314
	Iteration 2Q: 3 clusters Score -1.039706e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10397602.000000 Penalty: 3662.497314
	Iteration 3Q: 3 clusters Score -1.03976e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -10398264.000000 Penalty: 3662.497314
	Iteration 4Q: 3 clusters Score -1.039826e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -10399154.000000 Penalty: 3662.497314
	Iteration 5Q: 3 clusters Score -1.039915e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -10400260.000000 Penalty: 3662.497314
	Iteration 6Q: 3 clusters Score -1.040026e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -10402226.000000 Penalty: 3662.497314
	Iteration 7Q: 3 clusters Score -1.040223e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -10405137.000000 Penalty: 3662.497314
	Iteration 8F: 3 clusters Score -1.040514e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -10408544.000000 Penalty: 3662.497314
	Iteration 9F: 3 clusters Score -1.040854e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -10410936.000000 Penalty: 3662.497314
	Iteration 10F: 3 clusters Score -1.041094e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -10411817.000000 Penalty: 3662.497314
	Iteration 11Q: 3 clusters Score -1.041182e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -10412031.000000 Penalty: 3662.497314
	Iteration 12Q: 3 clusters Score -1.041203e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -10412159.000000 Penalty: 3662.497314
	Iteration 13Q: 3 clusters Score -1.041216e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -10412289.000000 Penalty: 3662.497314
	Iteration 14Q: 3 clusters Score -1.041229e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -10412396.000000 Penalty: 3662.497314
	Iteration 15Q: 3 clusters Score -1.04124e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -10412532.000000 Penalty: 3662.497314
	Iteration 16Q: 3 clusters Score -1.041253e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -10412632.000000 Penalty: 3662.497314
	Iteration 17Q: 3 clusters Score -1.041263e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -10412702.000000 Penalty: 3662.497314
	Iteration 18Q: 3 clusters Score -1.04127e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -10412816.000000 Penalty: 3662.497314
	Iteration 19Q: 3 clusters Score -1.041282e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -10412972.000000 Penalty: 3662.497314
	Iteration 20F: 3 clusters Score -1.041297e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -10413092.000000 Penalty: 3662.497314
	Iteration 21Q: 3 clusters Score -1.041309e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -10413353.000000 Penalty: 3662.497314
	Iteration 22Q: 3 clusters Score -1.041335e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -10413611.000000 Penalty: 3662.497314
	Iteration 23Q: 3 clusters Score -1.041361e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -10413879.000000 Penalty: 3662.497314
	Iteration 24Q: 3 clusters Score -1.041388e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -10414255.000000 Penalty: 3662.497314
	Iteration 25Q: 3 clusters Score -1.041426e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -10414777.000000 Penalty: 3662.497314
	Iteration 26Q: 3 clusters Score -1.041478e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -10415379.000000 Penalty: 3662.497314
	Iteration 27Q: 3 clusters Score -1.041538e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -10416080.000000 Penalty: 3662.497314
	Iteration 28Q: 3 clusters Score -1.041608e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -10416960.000000 Penalty: 3662.497314
	Iteration 29Q: 3 clusters Score -1.041696e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10417809.000000 Penalty: 3662.497314
	Iteration 30Q: 3 clusters Score -1.041781e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -10418694.000000 Penalty: 3662.497314
	Iteration 31Q: 3 clusters Score -1.041869e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -10419526.000000 Penalty: 3662.497314
	Iteration 32Q: 3 clusters Score -1.041953e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -10420431.000000 Penalty: 3662.497314
	Iteration 33Q: 3 clusters Score -1.042043e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -10421085.000000 Penalty: 3662.497314
	Iteration 34Q: 3 clusters Score -1.042108e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -10421582.000000 Penalty: 3662.497314
	Iteration 35Q: 3 clusters Score -1.042158e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -10422035.000000 Penalty: 3662.497314
	Iteration 36Q: 3 clusters Score -1.042204e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -10422482.000000 Penalty: 3662.497314
	Iteration 37Q: 3 clusters Score -1.042248e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -10422840.000000 Penalty: 3662.497314
	Iteration 38Q: 3 clusters Score -1.042284e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -10423135.000000 Penalty: 3662.497314
	Iteration 39Q: 3 clusters Score -1.042314e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -10423449.000000 Penalty: 3662.497314
	Iteration 40F: 3 clusters Score -1.042345e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -10423653.000000 Penalty: 3662.497314
	Iteration 41Q: 3 clusters Score -1.042365e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -10423847.000000 Penalty: 3662.497314
	Iteration 42Q: 3 clusters Score -1.042385e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -10423984.000000 Penalty: 3662.497314
	Iteration 43Q: 3 clusters Score -1.042398e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -10424060.000000 Penalty: 3662.497314
	Iteration 44Q: 3 clusters Score -1.042406e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -10424158.000000 Penalty: 3662.497314
	Iteration 45Q: 3 clusters Score -1.042416e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -10424202.000000 Penalty: 3662.497314
	Iteration 46Q: 3 clusters Score -1.04242e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -10424212.000000 Penalty: 3662.497314
	Iteration 47Q: 3 clusters Score -1.042421e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -10424224.000000 Penalty: 3662.497314
	Iteration 48Q: 3 clusters Score -1.042422e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -10424235.000000 Penalty: 3662.497314
	Iteration 49Q: 3 clusters Score -1.042424e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -10424271.000000 Penalty: 3662.497314
	Iteration 50Q: 3 clusters Score -1.042427e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -10424267.000000 Penalty: 3662.497314
	Iteration 51Q: 3 clusters Score -1.042427e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -10424279.000000 Penalty: 3662.497314
	Iteration 52Q: 3 clusters Score -1.042428e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -10424269.000000 Penalty: 3662.497314
	Iteration 53Q: 3 clusters Score -1.042427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -10424269.000000 Penalty: 3662.497314
	Iteration 54Q: 3 clusters Score -1.042427e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -10424278.000000 Penalty: 3662.497314
	Iteration 55Q: 3 clusters Score -1.042428e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -10424270.000000 Penalty: 3662.497314
	Iteration 56Q: 3 clusters Score -1.042427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -10424264.000000 Penalty: 3662.497314
	Iteration 57Q: 3 clusters Score -1.042426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -10424266.000000 Penalty: 3662.497314
	Iteration 58Q: 3 clusters Score -1.042427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -10424258.000000 Penalty: 3662.497314
	Iteration 59Q: 3 clusters Score -1.042426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -10424244.000000 Penalty: 3662.497314
	Iteration 60F: 3 clusters Score -1.042424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -10424241.000000 Penalty: 3662.497314
	Iteration 61Q: 3 clusters Score -1.042424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -10424255.000000 Penalty: 3662.497314
	Iteration 62Q: 3 clusters Score -1.042426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -10424259.000000 Penalty: 3662.497314
	Iteration 63Q: 3 clusters Score -1.042426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -10424267.000000 Penalty: 3662.497314
	Iteration 64Q: 3 clusters Score -1.042427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -10424265.000000 Penalty: 3662.497314
	Iteration 65Q: 3 clusters Score -1.042426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -10424267.000000 Penalty: 3662.497314
	Iteration 66Q: 3 clusters Score -1.042427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -10424261.000000 Penalty: 3662.497314
	Iteration 67Q: 3 clusters Score -1.042426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -10424266.000000 Penalty: 3662.497314
	Iteration 68Q: 3 clusters Score -1.042427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -10424264.000000 Penalty: 3662.497314
	Iteration 69Q: 3 clusters Score -1.042426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -10424264.000000 Penalty: 3662.497314
	Iteration 70F: 3 clusters Score -1.042426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 14680 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 73157 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 85185 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9965 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 18444 members 
Mstep: Class 22 contains 35389 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 77853 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26902 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75167 members 
Mstep: Class 32 contains 82460 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69999 members 
Mstep: Class 37 contains 12254 members 
Mstep: Class 38 contains 23292 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 59928 members 
Entering Unmasked Estep 
Score: -127790336.000000 Penalty: 92049.632812
Splitting cluster 21 changes total score from -127790344.000000 to -127790336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (35389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Entering Unmasked Estep 
Score: -4658052.000000 Penalty: 1702.050415
	Iteration 0F: 2 clusters Score -4658052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4634303.000000 Penalty: 3404.100830
	Iteration 0F: 3 clusters Score -4634303 nChanged 16342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4643458.500000 Penalty: 3404.100830
	Iteration 1F: 3 clusters Score -4643458 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4643853.500000 Penalty: 3404.100830
	Iteration 2Q: 3 clusters Score -4643854 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4644377.000000 Penalty: 3404.100830
	Iteration 3Q: 3 clusters Score -4644377 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4645058.000000 Penalty: 3404.100830
	Iteration 4Q: 3 clusters Score -4645058 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4646116.000000 Penalty: 3404.100830
	Iteration 5F: 3 clusters Score -4646116 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4647620.500000 Penalty: 3404.100830
	Iteration 6F: 3 clusters Score -4647620 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4649732.000000 Penalty: 3404.100830
	Iteration 7F: 3 clusters Score -4649732 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4652237.500000 Penalty: 3404.100830
	Iteration 8F: 3 clusters Score -4652238 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4654404.000000 Penalty: 3404.100830
	Iteration 9F: 3 clusters Score -4654404 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4655708.000000 Penalty: 3404.100830
	Iteration 10Q: 3 clusters Score -4655708 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4656228.500000 Penalty: 3404.100830
	Iteration 11Q: 3 clusters Score -4656228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4656391.500000 Penalty: 3404.100830
	Iteration 12Q: 3 clusters Score -4656392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4656467.000000 Penalty: 3404.100830
	Iteration 13Q: 3 clusters Score -4656467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4656511.000000 Penalty: 3404.100830
	Iteration 14Q: 3 clusters Score -4656511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4656535.500000 Penalty: 3404.100830
	Iteration 15Q: 3 clusters Score -4656536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4656545.500000 Penalty: 3404.100830
	Iteration 16Q: 3 clusters Score -4656546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4656559.500000 Penalty: 3404.100830
	Iteration 17Q: 3 clusters Score -4656560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4656564.000000 Penalty: 3404.100830
	Iteration 18Q: 3 clusters Score -4656564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4656570.500000 Penalty: 3404.100830
	Iteration 19Q: 3 clusters Score -4656570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4656573.000000 Penalty: 3404.100830
	Iteration 20F: 3 clusters Score -4656573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Entering Unmasked Estep 
Score: -2843401.000000 Penalty: 1628.521484
	Iteration 0F: 2 clusters Score -2843401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2828060.250000 Penalty: 3257.042969
	Iteration 0F: 3 clusters Score -2828060 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2834018.750000 Penalty: 3257.042969
	Iteration 1F: 3 clusters Score -2834019 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2834677.750000 Penalty: 3257.042969
	Iteration 2F: 3 clusters Score -2834678 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2835493.250000 Penalty: 3257.042969
	Iteration 3F: 3 clusters Score -2835493 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2836353.000000 Penalty: 3257.042969
	Iteration 4F: 3 clusters Score -2836353 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2837235.250000 Penalty: 3257.042969
	Iteration 5F: 3 clusters Score -2837235 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2838089.750000 Penalty: 3257.042969
	Iteration 6F: 3 clusters Score -2838090 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2838833.750000 Penalty: 3257.042969
	Iteration 7F: 3 clusters Score -2838834 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2839503.250000 Penalty: 3257.042969
	Iteration 8Q: 3 clusters Score -2839503 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2840089.000000 Penalty: 3257.042969
	Iteration 9Q: 3 clusters Score -2840089 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2840603.750000 Penalty: 3257.042969
	Iteration 10Q: 3 clusters Score -2840604 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2841017.750000 Penalty: 3257.042969
	Iteration 11Q: 3 clusters Score -2841018 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2841324.000000 Penalty: 3257.042969
	Iteration 12Q: 3 clusters Score -2841324 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2841553.500000 Penalty: 3257.042969
	Iteration 13Q: 3 clusters Score -2841554 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2841732.250000 Penalty: 3257.042969
	Iteration 14Q: 3 clusters Score -2841732 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2841837.500000 Penalty: 3257.042969
	Iteration 15Q: 3 clusters Score -2841838 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2841930.750000 Penalty: 3257.042969
	Iteration 16Q: 3 clusters Score -2841931 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2841994.750000 Penalty: 3257.042969
	Iteration 17Q: 3 clusters Score -2841995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2842036.750000 Penalty: 3257.042969
	Iteration 18Q: 3 clusters Score -2842037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2842064.500000 Penalty: 3257.042969
	Iteration 19Q: 3 clusters Score -2842064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2842086.750000 Penalty: 3257.042969
	Iteration 20F: 3 clusters Score -2842087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2842096.500000 Penalty: 3257.042969
	Iteration 21Q: 3 clusters Score -2842096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2842107.500000 Penalty: 3257.042969
	Iteration 22Q: 3 clusters Score -2842108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2842118.000000 Penalty: 3257.042969
	Iteration 23Q: 3 clusters Score -2842118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2842118.750000 Penalty: 3257.042969
	Iteration 24Q: 3 clusters Score -2842119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2842125.750000 Penalty: 3257.042969
	Iteration 25Q: 3 clusters Score -2842126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2842120.500000 Penalty: 3257.042969
	Iteration 26Q: 3 clusters Score -2842120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2842122.500000 Penalty: 3257.042969
	Iteration 27Q: 3 clusters Score -2842122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2842127.000000 Penalty: 3257.042969
	Iteration 28Q: 3 clusters Score -2842127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2842126.500000 Penalty: 3257.042969
	Iteration 29Q: 3 clusters Score -2842126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2842133.500000 Penalty: 3257.042969
	Iteration 30Q: 3 clusters Score -2842134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2842138.000000 Penalty: 3257.042969
	Iteration 31Q: 3 clusters Score -2842138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2842137.500000 Penalty: 3257.042969
	Iteration 32Q: 3 clusters Score -2842138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2842138.000000 Penalty: 3257.042969
	Iteration 33Q: 3 clusters Score -2842138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2842139.000000 Penalty: 3257.042969
	Iteration 34Q: 3 clusters Score -2842139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2842144.250000 Penalty: 3257.042969
	Iteration 35Q: 3 clusters Score -2842144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2842150.750000 Penalty: 3257.042969
	Iteration 36Q: 3 clusters Score -2842151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2842151.500000 Penalty: 3257.042969
	Iteration 37Q: 3 clusters Score -2842152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2842149.000000 Penalty: 3257.042969
	Iteration 38Q: 3 clusters Score -2842149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2842150.000000 Penalty: 3257.042969
	Iteration 39Q: 3 clusters Score -2842150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2842151.000000 Penalty: 3257.042969
	Iteration 40F: 3 clusters Score -2842151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2842154.250000 Penalty: 3257.042969
	Iteration 41Q: 3 clusters Score -2842154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2842153.250000 Penalty: 3257.042969
	Iteration 42Q: 3 clusters Score -2842153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2842152.000000 Penalty: 3257.042969
	Iteration 43Q: 3 clusters Score -2842152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2842149.750000 Penalty: 3257.042969
	Iteration 44Q: 3 clusters Score -2842150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2842151.500000 Penalty: 3257.042969
	Iteration 45Q: 3 clusters Score -2842152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2842147.500000 Penalty: 3257.042969
	Iteration 46Q: 3 clusters Score -2842148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2842149.000000 Penalty: 3257.042969
	Iteration 47Q: 3 clusters Score -2842149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2842148.750000 Penalty: 3257.042969
	Iteration 48Q: 3 clusters Score -2842149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2842148.750000 Penalty: 3257.042969
	Iteration 49F: 3 clusters Score -2842149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47241.882812 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47241.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46282.468750 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46282.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46536.898438 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46536.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46662.679688 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46662.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46715.132812 Penalty: 2003.760742
	Iteration 3Q: 3 clusters Score -46715.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46786.875000 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -46786.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46826.214844 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -46826.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46858.636719 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -46858.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46878.167969 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -46878.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46884.699219 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -46884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46888.925781 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -46888.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46899.753906 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -46899.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46901.027344 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -46901.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46902.167969 Penalty: 2003.760742
	Iteration 12Q: 3 clusters Score -46902.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46902.167969 Penalty: 2003.760742
	Iteration 13F: 3 clusters Score -46902.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Entering Unmasked Estep 
Score: -10340293.000000 Penalty: 1830.168945
	Iteration 0F: 2 clusters Score -1.034029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -10291609.000000 Penalty: 3660.337891
	Iteration 0F: 3 clusters Score -1.029161e+07 nChanged 37059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -10312909.000000 Penalty: 3660.337891
	Iteration 1F: 3 clusters Score -1.031291e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -10313452.000000 Penalty: 3660.337891
	Iteration 2Q: 3 clusters Score -1.031345e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -10314035.000000 Penalty: 3660.337891
	Iteration 3Q: 3 clusters Score -1.031404e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -10314624.000000 Penalty: 3660.337891
	Iteration 4Q: 3 clusters Score -1.031462e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -10315372.000000 Penalty: 3660.337891
	Iteration 5Q: 3 clusters Score -1.031537e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -10316312.000000 Penalty: 3660.337891
	Iteration 6Q: 3 clusters Score -1.031631e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10317700.000000 Penalty: 3660.337891
	Iteration 7Q: 3 clusters Score -1.03177e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -10319943.000000 Penalty: 3660.337891
	Iteration 8Q: 3 clusters Score -1.031994e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -10323075.000000 Penalty: 3660.337891
	Iteration 9F: 3 clusters Score -1.032308e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -10325825.000000 Penalty: 3660.337891
	Iteration 10F: 3 clusters Score -1.032582e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -10327233.000000 Penalty: 3660.337891
	Iteration 11Q: 3 clusters Score -1.032723e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -10327674.000000 Penalty: 3660.337891
	Iteration 12Q: 3 clusters Score -1.032767e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -10327795.000000 Penalty: 3660.337891
	Iteration 13Q: 3 clusters Score -1.03278e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -10327837.000000 Penalty: 3660.337891
	Iteration 14Q: 3 clusters Score -1.032784e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -10327859.000000 Penalty: 3660.337891
	Iteration 15Q: 3 clusters Score -1.032786e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -10327909.000000 Penalty: 3660.337891
	Iteration 16Q: 3 clusters Score -1.032791e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -10327918.000000 Penalty: 3660.337891
	Iteration 17Q: 3 clusters Score -1.032792e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -10327929.000000 Penalty: 3660.337891
	Iteration 18Q: 3 clusters Score -1.032793e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -10328008.000000 Penalty: 3660.337891
	Iteration 19Q: 3 clusters Score -1.032801e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -10327988.000000 Penalty: 3660.337891
	Iteration 20F: 3 clusters Score -1.032799e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -10328033.000000 Penalty: 3660.337891
	Iteration 21Q: 3 clusters Score -1.032803e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -10328107.000000 Penalty: 3660.337891
	Iteration 22Q: 3 clusters Score -1.032811e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -10328151.000000 Penalty: 3660.337891
	Iteration 23Q: 3 clusters Score -1.032815e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -10328203.000000 Penalty: 3660.337891
	Iteration 24Q: 3 clusters Score -1.03282e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -10328289.000000 Penalty: 3660.337891
	Iteration 25Q: 3 clusters Score -1.032829e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -10328367.000000 Penalty: 3660.337891
	Iteration 26Q: 3 clusters Score -1.032837e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -10328398.000000 Penalty: 3660.337891
	Iteration 27Q: 3 clusters Score -1.03284e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -10328534.000000 Penalty: 3660.337891
	Iteration 28Q: 3 clusters Score -1.032853e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -10328661.000000 Penalty: 3660.337891
	Iteration 29Q: 3 clusters Score -1.032866e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -10328778.000000 Penalty: 3660.337891
	Iteration 30Q: 3 clusters Score -1.032878e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -10328861.000000 Penalty: 3660.337891
	Iteration 31Q: 3 clusters Score -1.032886e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -10329083.000000 Penalty: 3660.337891
	Iteration 32Q: 3 clusters Score -1.032908e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -10329284.000000 Penalty: 3660.337891
	Iteration 33Q: 3 clusters Score -1.032928e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -10329510.000000 Penalty: 3660.337891
	Iteration 34Q: 3 clusters Score -1.032951e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -10329742.000000 Penalty: 3660.337891
	Iteration 35Q: 3 clusters Score -1.032974e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -10329944.000000 Penalty: 3660.337891
	Iteration 36Q: 3 clusters Score -1.032994e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -10330264.000000 Penalty: 3660.337891
	Iteration 37Q: 3 clusters Score -1.033026e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -10330735.000000 Penalty: 3660.337891
	Iteration 38Q: 3 clusters Score -1.033074e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -10331230.000000 Penalty: 3660.337891
	Iteration 39Q: 3 clusters Score -1.033123e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -10331738.000000 Penalty: 3660.337891
	Iteration 40F: 3 clusters Score -1.033174e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -10332281.000000 Penalty: 3660.337891
	Iteration 41Q: 3 clusters Score -1.033228e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10332981.000000 Penalty: 3660.337891
	Iteration 42Q: 3 clusters Score -1.033298e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -10333636.000000 Penalty: 3660.337891
	Iteration 43Q: 3 clusters Score -1.033364e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -10334387.000000 Penalty: 3660.337891
	Iteration 44Q: 3 clusters Score -1.033439e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -10335133.000000 Penalty: 3660.337891
	Iteration 45Q: 3 clusters Score -1.033513e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -10335808.000000 Penalty: 3660.337891
	Iteration 46Q: 3 clusters Score -1.033581e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -10336273.000000 Penalty: 3660.337891
	Iteration 47Q: 3 clusters Score -1.033627e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -10336737.000000 Penalty: 3660.337891
	Iteration 48Q: 3 clusters Score -1.033674e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -10337067.000000 Penalty: 3660.337891
	Iteration 49Q: 3 clusters Score -1.033707e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -10337371.000000 Penalty: 3660.337891
	Iteration 50Q: 3 clusters Score -1.033737e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -10337599.000000 Penalty: 3660.337891
	Iteration 51Q: 3 clusters Score -1.03376e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -10337808.000000 Penalty: 3660.337891
	Iteration 52Q: 3 clusters Score -1.033781e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -10337935.000000 Penalty: 3660.337891
	Iteration 53Q: 3 clusters Score -1.033794e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -10338098.000000 Penalty: 3660.337891
	Iteration 54Q: 3 clusters Score -1.03381e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -10338204.000000 Penalty: 3660.337891
	Iteration 55Q: 3 clusters Score -1.03382e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -10338347.000000 Penalty: 3660.337891
	Iteration 56Q: 3 clusters Score -1.033835e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -10338498.000000 Penalty: 3660.337891
	Iteration 57Q: 3 clusters Score -1.03385e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -10338603.000000 Penalty: 3660.337891
	Iteration 58Q: 3 clusters Score -1.03386e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -10338695.000000 Penalty: 3660.337891
	Iteration 59Q: 3 clusters Score -1.03387e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -10338771.000000 Penalty: 3660.337891
	Iteration 60F: 3 clusters Score -1.033877e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -10338887.000000 Penalty: 3660.337891
	Iteration 61Q: 3 clusters Score -1.033889e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -10339034.000000 Penalty: 3660.337891
	Iteration 62Q: 3 clusters Score -1.033903e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -10339189.000000 Penalty: 3660.337891
	Iteration 63Q: 3 clusters Score -1.033919e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -10339321.000000 Penalty: 3660.337891
	Iteration 64Q: 3 clusters Score -1.033932e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -10339454.000000 Penalty: 3660.337891
	Iteration 65Q: 3 clusters Score -1.033945e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -10339637.000000 Penalty: 3660.337891
	Iteration 66Q: 3 clusters Score -1.033964e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -10339868.000000 Penalty: 3660.337891
	Iteration 67Q: 3 clusters Score -1.033987e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -10339934.000000 Penalty: 3660.337891
	Iteration 68Q: 3 clusters Score -1.033993e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -10339982.000000 Penalty: 3660.337891
	Iteration 69Q: 3 clusters Score -1.033998e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -10340044.000000 Penalty: 3660.337891
	Iteration 70Q: 3 clusters Score -1.034004e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -10340045.000000 Penalty: 3660.337891
	Iteration 71Q: 3 clusters Score -1.034004e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -10340072.000000 Penalty: 3660.337891
	Iteration 72Q: 3 clusters Score -1.034007e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -10340096.000000 Penalty: 3660.337891
	Iteration 73Q: 3 clusters Score -1.03401e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -10340129.000000 Penalty: 3660.337891
	Iteration 74Q: 3 clusters Score -1.034013e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -10340120.000000 Penalty: 3660.337891
	Iteration 75Q: 3 clusters Score -1.034012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -10340121.000000 Penalty: 3660.337891
	Iteration 76Q: 3 clusters Score -1.034012e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -10340133.000000 Penalty: 3660.337891
	Iteration 77Q: 3 clusters Score -1.034013e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -10340123.000000 Penalty: 3660.337891
	Iteration 78Q: 3 clusters Score -1.034012e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -10340159.000000 Penalty: 3660.337891
	Iteration 79Q: 3 clusters Score -1.034016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -10340190.000000 Penalty: 3660.337891
	Iteration 80F: 3 clusters Score -1.034019e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -10340202.000000 Penalty: 3660.337891
	Iteration 81Q: 3 clusters Score -1.03402e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -10340213.000000 Penalty: 3660.337891
	Iteration 82Q: 3 clusters Score -1.034021e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -10340234.000000 Penalty: 3660.337891
	Iteration 83Q: 3 clusters Score -1.034023e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -10340257.000000 Penalty: 3660.337891
	Iteration 84Q: 3 clusters Score -1.034026e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -10340252.000000 Penalty: 3660.337891
	Iteration 85Q: 3 clusters Score -1.034025e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -10340268.000000 Penalty: 3660.337891
	Iteration 86Q: 3 clusters Score -1.034027e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -10340286.000000 Penalty: 3660.337891
	Iteration 87Q: 3 clusters Score -1.034029e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -10340294.000000 Penalty: 3660.337891
	Iteration 88Q: 3 clusters Score -1.034029e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -10340285.000000 Penalty: 3660.337891
	Iteration 89Q: 3 clusters Score -1.034028e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -10340271.000000 Penalty: 3660.337891
	Iteration 90Q: 3 clusters Score -1.034027e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -10340289.000000 Penalty: 3660.337891
	Iteration 91Q: 3 clusters Score -1.034029e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -10340307.000000 Penalty: 3660.337891
	Iteration 92Q: 3 clusters Score -1.034031e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -10340328.000000 Penalty: 3660.337891
	Iteration 93Q: 3 clusters Score -1.034033e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -10340344.000000 Penalty: 3660.337891
	Iteration 94Q: 3 clusters Score -1.034034e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -10340352.000000 Penalty: 3660.337891
	Iteration 95Q: 3 clusters Score -1.034035e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -10340401.000000 Penalty: 3660.337891
	Iteration 96Q: 3 clusters Score -1.03404e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -10340411.000000 Penalty: 3660.337891
	Iteration 97Q: 3 clusters Score -1.034041e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -10340432.000000 Penalty: 3660.337891
	Iteration 98Q: 3 clusters Score -1.034043e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -10340445.000000 Penalty: 3660.337891
	Iteration 99Q: 3 clusters Score -1.034044e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -10340441.000000 Penalty: 3660.337891
	Iteration 100F: 3 clusters Score -1.034044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -10340447.000000 Penalty: 3660.337891
	Iteration 101Q: 3 clusters Score -1.034045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -10340447.000000 Penalty: 3660.337891
	Iteration 102Q: 3 clusters Score -1.034045e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -10340466.000000 Penalty: 3660.337891
	Iteration 103Q: 3 clusters Score -1.034047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -10340476.000000 Penalty: 3660.337891
	Iteration 104Q: 3 clusters Score -1.034048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -10340476.000000 Penalty: 3660.337891
	Iteration 105Q: 3 clusters Score -1.034048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10340473.000000 Penalty: 3660.337891
	Iteration 106Q: 3 clusters Score -1.034047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -10340474.000000 Penalty: 3660.337891
	Iteration 107Q: 3 clusters Score -1.034047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -10340481.000000 Penalty: 3660.337891
	Iteration 108Q: 3 clusters Score -1.034048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -10340484.000000 Penalty: 3660.337891
	Iteration 109Q: 3 clusters Score -1.034048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -10340475.000000 Penalty: 3660.337891
	Iteration 110Q: 3 clusters Score -1.034048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -10340464.000000 Penalty: 3660.337891
	Iteration 111Q: 3 clusters Score -1.034046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10340470.000000 Penalty: 3660.337891
	Iteration 112Q: 3 clusters Score -1.034047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -10340467.000000 Penalty: 3660.337891
	Iteration 113Q: 3 clusters Score -1.034047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -10340461.000000 Penalty: 3660.337891
	Iteration 114Q: 3 clusters Score -1.034046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -10340465.000000 Penalty: 3660.337891
	Iteration 115Q: 3 clusters Score -1.034046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -10340465.000000 Penalty: 3660.337891
	Iteration 116Q: 3 clusters Score -1.034046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -10340465.000000 Penalty: 3660.337891
	Iteration 117Q: 3 clusters Score -1.034046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -10340465.000000 Penalty: 3660.337891
	Iteration 118F: 3 clusters Score -1.034046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 14680 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 73157 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 85185 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9965 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 78372 members 
Mstep: Class 22 contains 35389 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26902 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75167 members 
Mstep: Class 32 contains 82460 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69999 members 
Mstep: Class 37 contains 12254 members 
Mstep: Class 38 contains 23292 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 62637 members 
Entering Unmasked Estep 
Score: -127790472.000000 Penalty: 92049.632812
Splitting cluster 25 changes total score from -127790344.000000 to -127790472.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -220470.843750 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -220470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218499.046875 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -218499 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219078.921875 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -219078.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219351.265625 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -219351.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219585.531250 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -219585.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -219782.656250 Penalty: 2457.871338
	Iteration 4F: 3 clusters Score -219782.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -219915.843750 Penalty: 2457.871338
	Iteration 5F: 3 clusters Score -219915.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -219985.421875 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -219985.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -220019.062500 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -220019.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220030.281250 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -220030.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220036.703125 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -220036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220038.718750 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -220038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220039.953125 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -220040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220040.406250 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -220040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -220042.875000 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -220042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220045.218750 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -220045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220045.453125 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -220045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220047.296875 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -220047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220048.828125 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -220048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220049.140625 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -220049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220049.140625 Penalty: 2457.871338
	Iteration 19F: 3 clusters Score -220049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -231453.218750 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -231453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229490.921875 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -229490.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -229984.437500 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -229984.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230170.093750 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -230170.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230288.656250 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -230288.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -230377.281250 Penalty: 2442.840820
	Iteration 4F: 3 clusters Score -230377.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230430.312500 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -230430.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -230484.046875 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -230484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -230512.921875 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -230512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -230526.109375 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -230526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -230538.265625 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -230538.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -230543.812500 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -230543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230545.953125 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -230546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230545.953125 Penalty: 2442.840820
	Iteration 12F: 3 clusters Score -230546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37258.281250 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37258.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36321.496094 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36321.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36429.761719 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36429.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36468.378906 Penalty: 1898.208496
	Iteration 2Q: 3 clusters Score -36468.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36488.847656 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36488.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36503.164062 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36503.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36513.242188 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36513.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36515.730469 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36515.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36520.148438 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36520.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36532.476562 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36532.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36534.070312 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -36534.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36534.070312 Penalty: 1898.208496
	Iteration 10F: 3 clusters Score -36534.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Entering Unmasked Estep 
Score: -3554589.500000 Penalty: 1657.492798
	Iteration 0F: 2 clusters Score -3554590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3536486.500000 Penalty: 3314.985596
	Iteration 0F: 3 clusters Score -3536486 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3543357.000000 Penalty: 3314.985596
	Iteration 1F: 3 clusters Score -3543357 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3543637.500000 Penalty: 3314.985596
	Iteration 2Q: 3 clusters Score -3543638 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3543867.250000 Penalty: 3314.985596
	Iteration 3Q: 3 clusters Score -3543867 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3544066.250000 Penalty: 3314.985596
	Iteration 4Q: 3 clusters Score -3544066 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3544313.500000 Penalty: 3314.985596
	Iteration 5Q: 3 clusters Score -3544314 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3544616.250000 Penalty: 3314.985596
	Iteration 6Q: 3 clusters Score -3544616 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3545080.500000 Penalty: 3314.985596
	Iteration 7Q: 3 clusters Score -3545080 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3545706.500000 Penalty: 3314.985596
	Iteration 8Q: 3 clusters Score -3545706 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3546574.250000 Penalty: 3314.985596
	Iteration 9Q: 3 clusters Score -3546574 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3547750.500000 Penalty: 3314.985596
	Iteration 10F: 3 clusters Score -3547750 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3548998.000000 Penalty: 3314.985596
	Iteration 11F: 3 clusters Score -3548998 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3550026.000000 Penalty: 3314.985596
	Iteration 12Q: 3 clusters Score -3550026 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3550670.750000 Penalty: 3314.985596
	Iteration 13Q: 3 clusters Score -3550671 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3551098.750000 Penalty: 3314.985596
	Iteration 14Q: 3 clusters Score -3551099 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3551403.750000 Penalty: 3314.985596
	Iteration 15Q: 3 clusters Score -3551404 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3551628.250000 Penalty: 3314.985596
	Iteration 16Q: 3 clusters Score -3551628 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3551829.500000 Penalty: 3314.985596
	Iteration 17Q: 3 clusters Score -3551830 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3551991.250000 Penalty: 3314.985596
	Iteration 18Q: 3 clusters Score -3551991 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3552127.250000 Penalty: 3314.985596
	Iteration 19Q: 3 clusters Score -3552127 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3552221.250000 Penalty: 3314.985596
	Iteration 20F: 3 clusters Score -3552221 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3552328.000000 Penalty: 3314.985596
	Iteration 21Q: 3 clusters Score -3552328 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3552425.750000 Penalty: 3314.985596
	Iteration 22Q: 3 clusters Score -3552426 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3552523.750000 Penalty: 3314.985596
	Iteration 23Q: 3 clusters Score -3552524 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3552609.750000 Penalty: 3314.985596
	Iteration 24Q: 3 clusters Score -3552610 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3552703.250000 Penalty: 3314.985596
	Iteration 25Q: 3 clusters Score -3552703 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3552810.750000 Penalty: 3314.985596
	Iteration 26Q: 3 clusters Score -3552811 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3552885.750000 Penalty: 3314.985596
	Iteration 27Q: 3 clusters Score -3552886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3552953.250000 Penalty: 3314.985596
	Iteration 28Q: 3 clusters Score -3552953 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3553014.250000 Penalty: 3314.985596
	Iteration 29Q: 3 clusters Score -3553014 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3553043.250000 Penalty: 3314.985596
	Iteration 30Q: 3 clusters Score -3553043 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3553045.500000 Penalty: 3314.985596
	Iteration 31Q: 3 clusters Score -3553046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3553065.000000 Penalty: 3314.985596
	Iteration 32Q: 3 clusters Score -3553065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3553078.250000 Penalty: 3314.985596
	Iteration 33Q: 3 clusters Score -3553078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3553077.000000 Penalty: 3314.985596
	Iteration 34Q: 3 clusters Score -3553077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3553083.250000 Penalty: 3314.985596
	Iteration 35Q: 3 clusters Score -3553083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3553098.500000 Penalty: 3314.985596
	Iteration 36Q: 3 clusters Score -3553098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3553108.750000 Penalty: 3314.985596
	Iteration 37Q: 3 clusters Score -3553109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3553105.750000 Penalty: 3314.985596
	Iteration 38Q: 3 clusters Score -3553106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3553106.000000 Penalty: 3314.985596
	Iteration 39Q: 3 clusters Score -3553106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3553102.250000 Penalty: 3314.985596
	Iteration 40F: 3 clusters Score -3553102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3553106.000000 Penalty: 3314.985596
	Iteration 41Q: 3 clusters Score -3553106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3553111.250000 Penalty: 3314.985596
	Iteration 42Q: 3 clusters Score -3553111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3553110.500000 Penalty: 3314.985596
	Iteration 43Q: 3 clusters Score -3553110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3553125.500000 Penalty: 3314.985596
	Iteration 44Q: 3 clusters Score -3553126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3553131.500000 Penalty: 3314.985596
	Iteration 45Q: 3 clusters Score -3553132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3553129.250000 Penalty: 3314.985596
	Iteration 46Q: 3 clusters Score -3553129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3553119.750000 Penalty: 3314.985596
	Iteration 47Q: 3 clusters Score -3553120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3553117.500000 Penalty: 3314.985596
	Iteration 48Q: 3 clusters Score -3553118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3553118.000000 Penalty: 3314.985596
	Iteration 49Q: 3 clusters Score -3553118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3553121.750000 Penalty: 3314.985596
	Iteration 50Q: 3 clusters Score -3553122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3553128.750000 Penalty: 3314.985596
	Iteration 51Q: 3 clusters Score -3553129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3553126.250000 Penalty: 3314.985596
	Iteration 52Q: 3 clusters Score -3553126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3553124.500000 Penalty: 3314.985596
	Iteration 53Q: 3 clusters Score -3553124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3553123.250000 Penalty: 3314.985596
	Iteration 54Q: 3 clusters Score -3553123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3553119.500000 Penalty: 3314.985596
	Iteration 55Q: 3 clusters Score -3553120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3553120.500000 Penalty: 3314.985596
	Iteration 56Q: 3 clusters Score -3553120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3553120.750000 Penalty: 3314.985596
	Iteration 57Q: 3 clusters Score -3553121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3553126.000000 Penalty: 3314.985596
	Iteration 58Q: 3 clusters Score -3553126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3553122.000000 Penalty: 3314.985596
	Iteration 59Q: 3 clusters Score -3553122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3553122.750000 Penalty: 3314.985596
	Iteration 60F: 3 clusters Score -3553123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3553125.250000 Penalty: 3314.985596
	Iteration 61Q: 3 clusters Score -3553125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3553126.750000 Penalty: 3314.985596
	Iteration 62Q: 3 clusters Score -3553127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3553126.250000 Penalty: 3314.985596
	Iteration 63Q: 3 clusters Score -3553126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3553129.500000 Penalty: 3314.985596
	Iteration 64Q: 3 clusters Score -3553130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3553125.500000 Penalty: 3314.985596
	Iteration 65Q: 3 clusters Score -3553126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3553131.750000 Penalty: 3314.985596
	Iteration 66Q: 3 clusters Score -3553132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3553130.750000 Penalty: 3314.985596
	Iteration 67Q: 3 clusters Score -3553131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3553130.000000 Penalty: 3314.985596
	Iteration 68Q: 3 clusters Score -3553130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3553132.500000 Penalty: 3314.985596
	Iteration 69Q: 3 clusters Score -3553132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3553126.250000 Penalty: 3314.985596
	Iteration 70Q: 3 clusters Score -3553126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3553128.250000 Penalty: 3314.985596
	Iteration 71Q: 3 clusters Score -3553128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3553133.250000 Penalty: 3314.985596
	Iteration 72Q: 3 clusters Score -3553133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3553132.000000 Penalty: 3314.985596
	Iteration 73Q: 3 clusters Score -3553132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3553134.000000 Penalty: 3314.985596
	Iteration 74Q: 3 clusters Score -3553134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3553127.000000 Penalty: 3314.985596
	Iteration 75Q: 3 clusters Score -3553127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3553135.750000 Penalty: 3314.985596
	Iteration 76Q: 3 clusters Score -3553136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3553131.750000 Penalty: 3314.985596
	Iteration 77Q: 3 clusters Score -3553132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3553132.250000 Penalty: 3314.985596
	Iteration 78Q: 3 clusters Score -3553132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3553131.500000 Penalty: 3314.985596
	Iteration 79Q: 3 clusters Score -3553132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3553132.500000 Penalty: 3314.985596
	Iteration 80F: 3 clusters Score -3553132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3553132.750000 Penalty: 3314.985596
	Iteration 81Q: 3 clusters Score -3553133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3553136.250000 Penalty: 3314.985596
	Iteration 82Q: 3 clusters Score -3553136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3553134.000000 Penalty: 3314.985596
	Iteration 83Q: 3 clusters Score -3553134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3553133.750000 Penalty: 3314.985596
	Iteration 84Q: 3 clusters Score -3553134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3553130.500000 Penalty: 3314.985596
	Iteration 85Q: 3 clusters Score -3553130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3553128.250000 Penalty: 3314.985596
	Iteration 86Q: 3 clusters Score -3553128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3553133.750000 Penalty: 3314.985596
	Iteration 87Q: 3 clusters Score -3553134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3553133.000000 Penalty: 3314.985596
	Iteration 88Q: 3 clusters Score -3553133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3553132.750000 Penalty: 3314.985596
	Iteration 89Q: 3 clusters Score -3553133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3553137.750000 Penalty: 3314.985596
	Iteration 90Q: 3 clusters Score -3553138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3553138.250000 Penalty: 3314.985596
	Iteration 91Q: 3 clusters Score -3553138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3553138.750000 Penalty: 3314.985596
	Iteration 92Q: 3 clusters Score -3553139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3553137.000000 Penalty: 3314.985596
	Iteration 93Q: 3 clusters Score -3553137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3553133.500000 Penalty: 3314.985596
	Iteration 94Q: 3 clusters Score -3553134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3553133.500000 Penalty: 3314.985596
	Iteration 95Q: 3 clusters Score -3553134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3553132.000000 Penalty: 3314.985596
	Iteration 96Q: 3 clusters Score -3553132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3553139.000000 Penalty: 3314.985596
	Iteration 97Q: 3 clusters Score -3553139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3553134.000000 Penalty: 3314.985596
	Iteration 98Q: 3 clusters Score -3553134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3553130.000000 Penalty: 3314.985596
	Iteration 99Q: 3 clusters Score -3553130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3553131.500000 Penalty: 3314.985596
	Iteration 100F: 3 clusters Score -3553132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3553124.500000 Penalty: 3314.985596
	Iteration 101Q: 3 clusters Score -3553124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3553120.000000 Penalty: 3314.985596
	Iteration 102Q: 3 clusters Score -3553120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3553116.000000 Penalty: 3314.985596
	Iteration 103Q: 3 clusters Score -3553116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3553123.250000 Penalty: 3314.985596
	Iteration 104Q: 3 clusters Score -3553123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3553119.750000 Penalty: 3314.985596
	Iteration 105Q: 3 clusters Score -3553120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3553118.250000 Penalty: 3314.985596
	Iteration 106Q: 3 clusters Score -3553118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3553118.250000 Penalty: 3314.985596
	Iteration 107Q: 3 clusters Score -3553118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3553115.750000 Penalty: 3314.985596
	Iteration 108Q: 3 clusters Score -3553116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3553120.500000 Penalty: 3314.985596
	Iteration 109Q: 3 clusters Score -3553120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3553121.000000 Penalty: 3314.985596
	Iteration 110Q: 3 clusters Score -3553121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3553120.500000 Penalty: 3314.985596
	Iteration 111Q: 3 clusters Score -3553120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3553129.250000 Penalty: 3314.985596
	Iteration 112Q: 3 clusters Score -3553129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3553127.750000 Penalty: 3314.985596
	Iteration 113Q: 3 clusters Score -3553128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3553132.000000 Penalty: 3314.985596
	Iteration 114Q: 3 clusters Score -3553132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3553126.250000 Penalty: 3314.985596
	Iteration 115Q: 3 clusters Score -3553126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3553128.250000 Penalty: 3314.985596
	Iteration 116Q: 3 clusters Score -3553128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3553133.500000 Penalty: 3314.985596
	Iteration 117Q: 3 clusters Score -3553134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3553137.250000 Penalty: 3314.985596
	Iteration 118Q: 3 clusters Score -3553137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3553134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3553134.000000 Penalty: 3314.985596
	Iteration 120F: 3 clusters Score -3553134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3553133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3553133.000000 Penalty: 3314.985596
	Iteration 122Q: 3 clusters Score -3553133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3553126.750000 Penalty: 3314.985596
	Iteration 123Q: 3 clusters Score -3553127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3553132.000000 Penalty: 3314.985596
	Iteration 124Q: 3 clusters Score -3553132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3553130.500000 Penalty: 3314.985596
	Iteration 125Q: 3 clusters Score -3553130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3553131.750000 Penalty: 3314.985596
	Iteration 126Q: 3 clusters Score -3553132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3553127.000000 Penalty: 3314.985596
	Iteration 127Q: 3 clusters Score -3553127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3553119.250000 Penalty: 3314.985596
	Iteration 128Q: 3 clusters Score -3553119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3553122.000000 Penalty: 3314.985596
	Iteration 129Q: 3 clusters Score -3553122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3553124.500000 Penalty: 3314.985596
	Iteration 130Q: 3 clusters Score -3553124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3553128.500000 Penalty: 3314.985596
	Iteration 131Q: 3 clusters Score -3553128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3553129.750000 Penalty: 3314.985596
	Iteration 132Q: 3 clusters Score -3553130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3553128.750000 Penalty: 3314.985596
	Iteration 133Q: 3 clusters Score -3553129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3553138.000000 Penalty: 3314.985596
	Iteration 134Q: 3 clusters Score -3553138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3553134.000000 Penalty: 3314.985596
	Iteration 135Q: 3 clusters Score -3553134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3553131.250000 Penalty: 3314.985596
	Iteration 136Q: 3 clusters Score -3553131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3553128.500000 Penalty: 3314.985596
	Iteration 137Q: 3 clusters Score -3553128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3553135.750000 Penalty: 3314.985596
	Iteration 138Q: 3 clusters Score -3553136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3553132.000000 Penalty: 3314.985596
	Iteration 139Q: 3 clusters Score -3553132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3553131.750000 Penalty: 3314.985596
	Iteration 140F: 3 clusters Score -3553132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3553135.000000 Penalty: 3314.985596
	Iteration 141Q: 3 clusters Score -3553135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3553136.500000 Penalty: 3314.985596
	Iteration 142Q: 3 clusters Score -3553136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3553139.750000 Penalty: 3314.985596
	Iteration 143Q: 3 clusters Score -3553140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3553133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3553133.000000 Penalty: 3314.985596
	Iteration 145F: 3 clusters Score -3553133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Entering Unmasked Estep 
Score: -1497594.875000 Penalty: 1534.969482
	Iteration 0F: 2 clusters Score -1497595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1488708.750000 Penalty: 3069.938965
	Iteration 0F: 3 clusters Score -1488709 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1491845.250000 Penalty: 3069.938965
	Iteration 1F: 3 clusters Score -1491845 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1492232.000000 Penalty: 3069.938965
	Iteration 2F: 3 clusters Score -1492232 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1492582.000000 Penalty: 3069.938965
	Iteration 3F: 3 clusters Score -1492582 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1492890.875000 Penalty: 3069.938965
	Iteration 4F: 3 clusters Score -1492891 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1493160.375000 Penalty: 3069.938965
	Iteration 5Q: 3 clusters Score -1493160 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1493443.250000 Penalty: 3069.938965
	Iteration 6Q: 3 clusters Score -1493443 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1493745.125000 Penalty: 3069.938965
	Iteration 7Q: 3 clusters Score -1493745 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1494062.375000 Penalty: 3069.938965
	Iteration 8Q: 3 clusters Score -1494062 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1494450.375000 Penalty: 3069.938965
	Iteration 9Q: 3 clusters Score -1494450 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1494814.500000 Penalty: 3069.938965
	Iteration 10Q: 3 clusters Score -1494814 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1495112.125000 Penalty: 3069.938965
	Iteration 11Q: 3 clusters Score -1495112 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1495364.125000 Penalty: 3069.938965
	Iteration 12Q: 3 clusters Score -1495364 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1495582.000000 Penalty: 3069.938965
	Iteration 13Q: 3 clusters Score -1495582 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1495750.375000 Penalty: 3069.938965
	Iteration 14Q: 3 clusters Score -1495750 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1495903.125000 Penalty: 3069.938965
	Iteration 15Q: 3 clusters Score -1495903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1496028.875000 Penalty: 3069.938965
	Iteration 16Q: 3 clusters Score -1496029 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1496136.125000 Penalty: 3069.938965
	Iteration 17Q: 3 clusters Score -1496136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1496229.375000 Penalty: 3069.938965
	Iteration 18Q: 3 clusters Score -1496229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1496316.000000 Penalty: 3069.938965
	Iteration 19Q: 3 clusters Score -1496316 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1496431.375000 Penalty: 3069.938965
	Iteration 20F: 3 clusters Score -1496431 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1496541.875000 Penalty: 3069.938965
	Iteration 21Q: 3 clusters Score -1496542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1496642.375000 Penalty: 3069.938965
	Iteration 22Q: 3 clusters Score -1496642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1496738.625000 Penalty: 3069.938965
	Iteration 23Q: 3 clusters Score -1496739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1496826.500000 Penalty: 3069.938965
	Iteration 24Q: 3 clusters Score -1496826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1496884.250000 Penalty: 3069.938965
	Iteration 25Q: 3 clusters Score -1496884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1496916.750000 Penalty: 3069.938965
	Iteration 26Q: 3 clusters Score -1496917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1496939.125000 Penalty: 3069.938965
	Iteration 27Q: 3 clusters Score -1496939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1496949.625000 Penalty: 3069.938965
	Iteration 28Q: 3 clusters Score -1496950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1496962.750000 Penalty: 3069.938965
	Iteration 29Q: 3 clusters Score -1496963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1496966.875000 Penalty: 3069.938965
	Iteration 30Q: 3 clusters Score -1496967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1496977.875000 Penalty: 3069.938965
	Iteration 31Q: 3 clusters Score -1496978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1496976.125000 Penalty: 3069.938965
	Iteration 32Q: 3 clusters Score -1496976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1496978.000000 Penalty: 3069.938965
	Iteration 33Q: 3 clusters Score -1496978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1496977.750000 Penalty: 3069.938965
	Iteration 34Q: 3 clusters Score -1496978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1496989.750000 Penalty: 3069.938965
	Iteration 35F: 3 clusters Score -1496990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1497000.250000 Penalty: 3069.938965
	Iteration 36Q: 3 clusters Score -1497000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1497004.250000 Penalty: 3069.938965
	Iteration 37Q: 3 clusters Score -1497004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1497010.375000 Penalty: 3069.938965
	Iteration 38Q: 3 clusters Score -1497010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1497018.125000 Penalty: 3069.938965
	Iteration 39Q: 3 clusters Score -1497018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1497025.125000 Penalty: 3069.938965
	Iteration 40F: 3 clusters Score -1497025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1497025.625000 Penalty: 3069.938965
	Iteration 41Q: 3 clusters Score -1497026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1497025.625000 Penalty: 3069.938965
	Iteration 42F: 3 clusters Score -1497026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Entering Unmasked Estep 
Score: -9996042.000000 Penalty: 1824.463501
	Iteration 0F: 2 clusters Score -9996042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -9948169.000000 Penalty: 3648.927002
	Iteration 0F: 3 clusters Score -9948169 nChanged 35771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -9969291.000000 Penalty: 3648.927002
	Iteration 1F: 3 clusters Score -9969291 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -9970179.000000 Penalty: 3648.927002
	Iteration 2Q: 3 clusters Score -9970179 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -9971567.000000 Penalty: 3648.927002
	Iteration 3Q: 3 clusters Score -9971567 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -9973618.000000 Penalty: 3648.927002
	Iteration 4Q: 3 clusters Score -9973618 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -9976802.000000 Penalty: 3648.927002
	Iteration 5F: 3 clusters Score -9976802 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -9981186.000000 Penalty: 3648.927002
	Iteration 6F: 3 clusters Score -9981186 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -9985446.000000 Penalty: 3648.927002
	Iteration 7F: 3 clusters Score -9985446 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -9987914.000000 Penalty: 3648.927002
	Iteration 8F: 3 clusters Score -9987914 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -9989211.000000 Penalty: 3648.927002
	Iteration 9Q: 3 clusters Score -9989211 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -9990193.000000 Penalty: 3648.927002
	Iteration 10Q: 3 clusters Score -9990193 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -9990997.000000 Penalty: 3648.927002
	Iteration 11Q: 3 clusters Score -9990997 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -9991680.000000 Penalty: 3648.927002
	Iteration 12Q: 3 clusters Score -9991680 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -9992210.000000 Penalty: 3648.927002
	Iteration 13Q: 3 clusters Score -9992210 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9992796.000000 Penalty: 3648.927002
	Iteration 14Q: 3 clusters Score -9992796 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -9993423.000000 Penalty: 3648.927002
	Iteration 15Q: 3 clusters Score -9993423 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -9993939.000000 Penalty: 3648.927002
	Iteration 16Q: 3 clusters Score -9993939 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -9994380.000000 Penalty: 3648.927002
	Iteration 17Q: 3 clusters Score -9994380 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -9994612.000000 Penalty: 3648.927002
	Iteration 18Q: 3 clusters Score -9994612 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -9994770.000000 Penalty: 3648.927002
	Iteration 19Q: 3 clusters Score -9994770 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -9994961.000000 Penalty: 3648.927002
	Iteration 20F: 3 clusters Score -9994961 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -9994981.000000 Penalty: 3648.927002
	Iteration 21Q: 3 clusters Score -9994981 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -9994964.000000 Penalty: 3648.927002
	Iteration 22Q: 3 clusters Score -9994964 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -9994967.000000 Penalty: 3648.927002
	Iteration 23Q: 3 clusters Score -9994967 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -9995006.000000 Penalty: 3648.927002
	Iteration 24Q: 3 clusters Score -9995006 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -9995035.000000 Penalty: 3648.927002
	Iteration 25Q: 3 clusters Score -9995035 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -9995051.000000 Penalty: 3648.927002
	Iteration 26Q: 3 clusters Score -9995051 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -9995054.000000 Penalty: 3648.927002
	Iteration 27Q: 3 clusters Score -9995054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -9995074.000000 Penalty: 3648.927002
	Iteration 28Q: 3 clusters Score -9995074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -9995083.000000 Penalty: 3648.927002
	Iteration 29Q: 3 clusters Score -9995083 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -9995085.000000 Penalty: 3648.927002
	Iteration 30Q: 3 clusters Score -9995085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -9995091.000000 Penalty: 3648.927002
	Iteration 31Q: 3 clusters Score -9995091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -9995076.000000 Penalty: 3648.927002
	Iteration 32Q: 3 clusters Score -9995076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9995074.000000 Penalty: 3648.927002
	Iteration 33Q: 3 clusters Score -9995074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -9995071.000000 Penalty: 3648.927002
	Iteration 34Q: 3 clusters Score -9995071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -9995075.000000 Penalty: 3648.927002
	Iteration 35Q: 3 clusters Score -9995075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -9995068.000000 Penalty: 3648.927002
	Iteration 36Q: 3 clusters Score -9995068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -9995071.000000 Penalty: 3648.927002
	Iteration 37Q: 3 clusters Score -9995071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -9995080.000000 Penalty: 3648.927002
	Iteration 38Q: 3 clusters Score -9995080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -9995072.000000 Penalty: 3648.927002
	Iteration 39Q: 3 clusters Score -9995072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -9995068.000000 Penalty: 3648.927002
	Iteration 40F: 3 clusters Score -9995068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -9995064.000000 Penalty: 3648.927002
	Iteration 41Q: 3 clusters Score -9995064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9995067.000000 Penalty: 3648.927002
	Iteration 42Q: 3 clusters Score -9995067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -9995076.000000 Penalty: 3648.927002
	Iteration 43Q: 3 clusters Score -9995076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -9995070.000000 Penalty: 3648.927002
	Iteration 44Q: 3 clusters Score -9995070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -9995064.000000 Penalty: 3648.927002
	Iteration 45Q: 3 clusters Score -9995064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9995052.000000 Penalty: 3648.927002
	Iteration 46Q: 3 clusters Score -9995052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9995057.000000 Penalty: 3648.927002
	Iteration 47Q: 3 clusters Score -9995057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -9995054.000000 Penalty: 3648.927002
	Iteration 48Q: 3 clusters Score -9995054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -9995065.000000 Penalty: 3648.927002
	Iteration 49Q: 3 clusters Score -9995065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -9995059.000000 Penalty: 3648.927002
	Iteration 50Q: 3 clusters Score -9995059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -9995059.000000 Penalty: 3648.927002
	Iteration 51Q: 3 clusters Score -9995059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -9995074.000000 Penalty: 3648.927002
	Iteration 52Q: 3 clusters Score -9995074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -9995084.000000 Penalty: 3648.927002
	Iteration 53Q: 3 clusters Score -9995084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -9995078.000000 Penalty: 3648.927002
	Iteration 54Q: 3 clusters Score -9995078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -9995085.000000 Penalty: 3648.927002
	Iteration 55Q: 3 clusters Score -9995085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -9995085.000000 Penalty: 3648.927002
	Iteration 56Q: 3 clusters Score -9995085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -9995076.000000 Penalty: 3648.927002
	Iteration 57Q: 3 clusters Score -9995076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -9995079.000000 Penalty: 3648.927002
	Iteration 58Q: 3 clusters Score -9995079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -9995078.000000 Penalty: 3648.927002
	Iteration 59Q: 3 clusters Score -9995078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9995075.000000 Penalty: 3648.927002
	Iteration 60F: 3 clusters Score -9995075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -9995082.000000 Penalty: 3648.927002
	Iteration 61Q: 3 clusters Score -9995082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -9995072.000000 Penalty: 3648.927002
	Iteration 62Q: 3 clusters Score -9995072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9995072.000000 Penalty: 3648.927002
	Iteration 63Q: 3 clusters Score -9995072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9995072.000000 Penalty: 3648.927002
	Iteration 64F: 3 clusters Score -9995072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Entering Unmasked Estep 
Score: -10901271.000000 Penalty: 1839.511108
	Iteration 0F: 2 clusters Score -1.090127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -10848365.000000 Penalty: 3679.022217
	Iteration 0F: 3 clusters Score -1.084836e+07 nChanged 39442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -10871474.000000 Penalty: 3679.022217
	Iteration 1F: 3 clusters Score -1.087147e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -10872366.000000 Penalty: 3679.022217
	Iteration 2Q: 3 clusters Score -1.087237e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -10873823.000000 Penalty: 3679.022217
	Iteration 3Q: 3 clusters Score -1.087382e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -10876133.000000 Penalty: 3679.022217
	Iteration 4F: 3 clusters Score -1.087613e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -10879827.000000 Penalty: 3679.022217
	Iteration 5F: 3 clusters Score -1.087983e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -10884943.000000 Penalty: 3679.022217
	Iteration 6F: 3 clusters Score -1.088494e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -10890414.000000 Penalty: 3679.022217
	Iteration 7F: 3 clusters Score -1.089041e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -10895317.000000 Penalty: 3679.022217
	Iteration 8F: 3 clusters Score -1.089532e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10898068.000000 Penalty: 3679.022217
	Iteration 9Q: 3 clusters Score -1.089807e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10899139.000000 Penalty: 3679.022217
	Iteration 10Q: 3 clusters Score -1.089914e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10899478.000000 Penalty: 3679.022217
	Iteration 11Q: 3 clusters Score -1.089948e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10899533.000000 Penalty: 3679.022217
	Iteration 12Q: 3 clusters Score -1.089953e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10899582.000000 Penalty: 3679.022217
	Iteration 13Q: 3 clusters Score -1.089958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10899601.000000 Penalty: 3679.022217
	Iteration 14Q: 3 clusters Score -1.08996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10899607.000000 Penalty: 3679.022217
	Iteration 15Q: 3 clusters Score -1.089961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10899615.000000 Penalty: 3679.022217
	Iteration 16Q: 3 clusters Score -1.089962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10899620.000000 Penalty: 3679.022217
	Iteration 17Q: 3 clusters Score -1.089962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10899624.000000 Penalty: 3679.022217
	Iteration 18Q: 3 clusters Score -1.089962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10899627.000000 Penalty: 3679.022217
	Iteration 19Q: 3 clusters Score -1.089963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10899634.000000 Penalty: 3679.022217
	Iteration 20F: 3 clusters Score -1.089963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10899635.000000 Penalty: 3679.022217
	Iteration 21Q: 3 clusters Score -1.089964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10899635.000000 Penalty: 3679.022217
	Iteration 22F: 3 clusters Score -1.089964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -194745.750000 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -194745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192978.843750 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -192978.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -193328.437500 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -193328.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -193459.640625 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -193459.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -193528.906250 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -193528.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -193567.765625 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -193567.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193604.187500 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -193604.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193627.640625 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -193627.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -193645.984375 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -193646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193660.875000 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -193660.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -193684.609375 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -193684.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -193707.125000 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -193707.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -193722.062500 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -193722.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -193739.953125 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -193740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -193753.515625 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -193753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -193763.562500 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -193763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193775.843750 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -193775.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -193786.687500 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -193786.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -193792.640625 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -193792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -193798.765625 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -193798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -193801.125000 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -193801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193803.750000 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -193803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193805.093750 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -193805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193807.796875 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -193807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -193809.453125 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -193809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -193810.078125 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -193810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -193810.078125 Penalty: 2377.446045
	Iteration 25F: 3 clusters Score -193810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -348897.093750 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -348897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -346336.625000 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -346336.6 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -346950.218750 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -346950.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -347066.562500 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -347066.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -347135.000000 Penalty: 2572.013184
	Iteration 3Q: 3 clusters Score -347135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -347193.500000 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -347193.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -347232.437500 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -347232.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -347250.437500 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -347250.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -347266.343750 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -347266.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -347279.093750 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -347279.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -347291.156250 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -347291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -347299.312500 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -347299.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -347312.593750 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -347312.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -347326.093750 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -347326.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347336.718750 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -347336.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -347344.312500 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -347344.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -347350.000000 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -347350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347356.375000 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -347356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347360.531250 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -347360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -347364.406250 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -347364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347370.375000 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -347370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -347377.781250 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -347377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347382.562500 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -347382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347385.343750 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -347385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -347387.156250 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -347387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -347391.031250 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -347391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -347393.281250 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -347393.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -347395.687500 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -347395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -347397.687500 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -347397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347398.593750 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -347398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -347400.875000 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -347400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -347403.593750 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -347403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -347404.531250 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -347404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347405.812500 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -347405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347407.500000 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -347407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347409.562500 Penalty: 2572.013184
	Iteration 34Q: 3 clusters Score -347409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -347411.687500 Penalty: 2572.013184
	Iteration 35Q: 3 clusters Score -347411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -347413.312500 Penalty: 2572.013184
	Iteration 36Q: 3 clusters Score -347413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -347414.718750 Penalty: 2572.013184
	Iteration 37Q: 3 clusters Score -347414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -347415.187500 Penalty: 2572.013184
	Iteration 38Q: 3 clusters Score -347415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -347415.187500 Penalty: 2572.013184
	Iteration 39F: 3 clusters Score -347415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -171389.750000 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -171389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -169606.234375 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -169606.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170029.656250 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -170029.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -170193.421875 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -170193.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -170300.453125 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -170300.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -170388.062500 Penalty: 2379.601074
	Iteration 4F: 3 clusters Score -170388.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170462.984375 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -170463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170523.078125 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -170523.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170589.046875 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -170589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -170654.906250 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -170654.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170709.359375 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -170709.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170758.531250 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -170758.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -170828.468750 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -170828.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -170869.156250 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -170869.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170926.500000 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -170926.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170961.921875 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -170961.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -170981.796875 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -170981.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170996.921875 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -170996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171003.390625 Penalty: 2379.601074
	Iteration 17Q: 3 clusters Score -171003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171008.046875 Penalty: 2379.601074
	Iteration 18Q: 3 clusters Score -171008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -171012.078125 Penalty: 2379.601074
	Iteration 19Q: 3 clusters Score -171012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171015.234375 Penalty: 2379.601074
	Iteration 20F: 3 clusters Score -171015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171015.796875 Penalty: 2379.601074
	Iteration 21Q: 3 clusters Score -171015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171015.796875 Penalty: 2379.601074
	Iteration 22F: 3 clusters Score -171015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (69999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Entering Unmasked Estep 
Score: -9217789.000000 Penalty: 1812.888428
	Iteration 0F: 2 clusters Score -9217789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -9172372.000000 Penalty: 3625.776855
	Iteration 0F: 3 clusters Score -9172372 nChanged 33130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -9190681.000000 Penalty: 3625.776855
	Iteration 1F: 3 clusters Score -9190681 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -9191054.000000 Penalty: 3625.776855
	Iteration 2Q: 3 clusters Score -9191054 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -9191374.000000 Penalty: 3625.776855
	Iteration 3Q: 3 clusters Score -9191374 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -9191757.000000 Penalty: 3625.776855
	Iteration 4Q: 3 clusters Score -9191757 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -9192082.000000 Penalty: 3625.776855
	Iteration 5Q: 3 clusters Score -9192082 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -9192396.000000 Penalty: 3625.776855
	Iteration 6Q: 3 clusters Score -9192396 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -9192725.000000 Penalty: 3625.776855
	Iteration 7Q: 3 clusters Score -9192725 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -9193257.000000 Penalty: 3625.776855
	Iteration 8Q: 3 clusters Score -9193257 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -9193990.000000 Penalty: 3625.776855
	Iteration 9Q: 3 clusters Score -9193990 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -9195064.000000 Penalty: 3625.776855
	Iteration 10Q: 3 clusters Score -9195064 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -9196604.000000 Penalty: 3625.776855
	Iteration 11Q: 3 clusters Score -9196604 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -9198909.000000 Penalty: 3625.776855
	Iteration 12F: 3 clusters Score -9198909 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -9202109.000000 Penalty: 3625.776855
	Iteration 13F: 3 clusters Score -9202109 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -9206184.000000 Penalty: 3625.776855
	Iteration 14F: 3 clusters Score -9206184 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -9210357.000000 Penalty: 3625.776855
	Iteration 15F: 3 clusters Score -9210357 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -9213326.000000 Penalty: 3625.776855
	Iteration 16F: 3 clusters Score -9213326 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -9214994.000000 Penalty: 3625.776855
	Iteration 17Q: 3 clusters Score -9214994 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -9215698.000000 Penalty: 3625.776855
	Iteration 18Q: 3 clusters Score -9215698 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -9215955.000000 Penalty: 3625.776855
	Iteration 19Q: 3 clusters Score -9215955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -9216065.000000 Penalty: 3625.776855
	Iteration 20F: 3 clusters Score -9216065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -9216120.000000 Penalty: 3625.776855
	Iteration 21Q: 3 clusters Score -9216120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -9216157.000000 Penalty: 3625.776855
	Iteration 22Q: 3 clusters Score -9216157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -9216188.000000 Penalty: 3625.776855
	Iteration 23Q: 3 clusters Score -9216188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -9216200.000000 Penalty: 3625.776855
	Iteration 24Q: 3 clusters Score -9216200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -9216207.000000 Penalty: 3625.776855
	Iteration 25Q: 3 clusters Score -9216207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -9216209.000000 Penalty: 3625.776855
	Iteration 26Q: 3 clusters Score -9216209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -9216209.000000 Penalty: 3625.776855
	Iteration 27F: 3 clusters Score -9216209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Entering Unmasked Estep 
Score: -1617814.500000 Penalty: 1529.711182
	Iteration 0F: 2 clusters Score -1617814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1609104.500000 Penalty: 3059.422363
	Iteration 0F: 3 clusters Score -1609104 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1612034.625000 Penalty: 3059.422363
	Iteration 1F: 3 clusters Score -1612035 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1612345.375000 Penalty: 3059.422363
	Iteration 2F: 3 clusters Score -1612345 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1612744.000000 Penalty: 3059.422363
	Iteration 3F: 3 clusters Score -1612744 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1613352.625000 Penalty: 3059.422363
	Iteration 4F: 3 clusters Score -1613353 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1614198.250000 Penalty: 3059.422363
	Iteration 5F: 3 clusters Score -1614198 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1615119.750000 Penalty: 3059.422363
	Iteration 6F: 3 clusters Score -1615120 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1615963.125000 Penalty: 3059.422363
	Iteration 7F: 3 clusters Score -1615963 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1616649.625000 Penalty: 3059.422363
	Iteration 8Q: 3 clusters Score -1616650 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1616996.250000 Penalty: 3059.422363
	Iteration 9Q: 3 clusters Score -1616996 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1617109.875000 Penalty: 3059.422363
	Iteration 10Q: 3 clusters Score -1617110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1617163.500000 Penalty: 3059.422363
	Iteration 11Q: 3 clusters Score -1617164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1617174.750000 Penalty: 3059.422363
	Iteration 12Q: 3 clusters Score -1617175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1617182.875000 Penalty: 3059.422363
	Iteration 13Q: 3 clusters Score -1617183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1617181.250000 Penalty: 3059.422363
	Iteration 14Q: 3 clusters Score -1617181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1617184.750000 Penalty: 3059.422363
	Iteration 15Q: 3 clusters Score -1617185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1617184.625000 Penalty: 3059.422363
	Iteration 16Q: 3 clusters Score -1617185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1617185.250000 Penalty: 3059.422363
	Iteration 17Q: 3 clusters Score -1617185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1617185.750000 Penalty: 3059.422363
	Iteration 18Q: 3 clusters Score -1617186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1617186.250000 Penalty: 3059.422363
	Iteration 19Q: 3 clusters Score -1617186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1617186.250000 Penalty: 3059.422363
	Iteration 20F: 3 clusters Score -1617186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Entering Unmasked Estep 
Score: -3075518.750000 Penalty: 1634.078125
	Iteration 0F: 2 clusters Score -3075519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3059674.000000 Penalty: 3268.156250
	Iteration 0F: 3 clusters Score -3059674 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3065465.750000 Penalty: 3268.156250
	Iteration 1F: 3 clusters Score -3065466 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3065766.750000 Penalty: 3268.156250
	Iteration 2Q: 3 clusters Score -3065767 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3066020.000000 Penalty: 3268.156250
	Iteration 3Q: 3 clusters Score -3066020 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3066255.500000 Penalty: 3268.156250
	Iteration 4Q: 3 clusters Score -3066256 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3066533.000000 Penalty: 3268.156250
	Iteration 5Q: 3 clusters Score -3066533 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3066892.750000 Penalty: 3268.156250
	Iteration 6Q: 3 clusters Score -3066893 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3067446.750000 Penalty: 3268.156250
	Iteration 7Q: 3 clusters Score -3067447 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3068303.500000 Penalty: 3268.156250
	Iteration 8F: 3 clusters Score -3068304 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3069598.750000 Penalty: 3268.156250
	Iteration 9F: 3 clusters Score -3069599 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3071059.000000 Penalty: 3268.156250
	Iteration 10F: 3 clusters Score -3071059 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3072392.500000 Penalty: 3268.156250
	Iteration 11F: 3 clusters Score -3072392 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3073277.500000 Penalty: 3268.156250
	Iteration 12Q: 3 clusters Score -3073278 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3073693.750000 Penalty: 3268.156250
	Iteration 13Q: 3 clusters Score -3073694 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3073898.000000 Penalty: 3268.156250
	Iteration 14Q: 3 clusters Score -3073898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3073995.000000 Penalty: 3268.156250
	Iteration 15Q: 3 clusters Score -3073995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3074046.500000 Penalty: 3268.156250
	Iteration 16Q: 3 clusters Score -3074046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3074081.500000 Penalty: 3268.156250
	Iteration 17Q: 3 clusters Score -3074082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3074092.500000 Penalty: 3268.156250
	Iteration 18Q: 3 clusters Score -3074092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3074094.750000 Penalty: 3268.156250
	Iteration 19Q: 3 clusters Score -3074095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3074099.000000 Penalty: 3268.156250
	Iteration 20F: 3 clusters Score -3074099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (85835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Entering Unmasked Estep 
Score: -11344829.000000 Penalty: 1846.029541
	Iteration 0F: 2 clusters Score -1.134483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -11292582.000000 Penalty: 3692.059082
	Iteration 0F: 3 clusters Score -1.129258e+07 nChanged 41032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -11316014.000000 Penalty: 3692.059082
	Iteration 1F: 3 clusters Score -1.131601e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -11316566.000000 Penalty: 3692.059082
	Iteration 2Q: 3 clusters Score -1.131657e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -11317198.000000 Penalty: 3692.059082
	Iteration 3Q: 3 clusters Score -1.13172e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -11317955.000000 Penalty: 3692.059082
	Iteration 4Q: 3 clusters Score -1.131796e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -11319051.000000 Penalty: 3692.059082
	Iteration 5Q: 3 clusters Score -1.131905e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -11320342.000000 Penalty: 3692.059082
	Iteration 6Q: 3 clusters Score -1.132034e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -11321998.000000 Penalty: 3692.059082
	Iteration 7Q: 3 clusters Score -1.1322e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -11323685.000000 Penalty: 3692.059082
	Iteration 8Q: 3 clusters Score -1.132368e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -11325336.000000 Penalty: 3692.059082
	Iteration 9Q: 3 clusters Score -1.132534e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -11327099.000000 Penalty: 3692.059082
	Iteration 10Q: 3 clusters Score -1.13271e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -11329131.000000 Penalty: 3692.059082
	Iteration 11Q: 3 clusters Score -1.132913e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -11331259.000000 Penalty: 3692.059082
	Iteration 12Q: 3 clusters Score -1.133126e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -11333334.000000 Penalty: 3692.059082
	Iteration 13Q: 3 clusters Score -1.133333e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -11334952.000000 Penalty: 3692.059082
	Iteration 14Q: 3 clusters Score -1.133495e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -11335821.000000 Penalty: 3692.059082
	Iteration 15Q: 3 clusters Score -1.133582e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -11336541.000000 Penalty: 3692.059082
	Iteration 16Q: 3 clusters Score -1.133654e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -11337023.000000 Penalty: 3692.059082
	Iteration 17Q: 3 clusters Score -1.133702e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -11337579.000000 Penalty: 3692.059082
	Iteration 18Q: 3 clusters Score -1.133758e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -11338488.000000 Penalty: 3692.059082
	Iteration 19Q: 3 clusters Score -1.133849e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11339444.000000 Penalty: 3692.059082
	Iteration 20F: 3 clusters Score -1.133944e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -11340281.000000 Penalty: 3692.059082
	Iteration 21Q: 3 clusters Score -1.134028e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -11341008.000000 Penalty: 3692.059082
	Iteration 22Q: 3 clusters Score -1.134101e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -11341543.000000 Penalty: 3692.059082
	Iteration 23Q: 3 clusters Score -1.134154e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -11342042.000000 Penalty: 3692.059082
	Iteration 24Q: 3 clusters Score -1.134204e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -11342405.000000 Penalty: 3692.059082
	Iteration 25Q: 3 clusters Score -1.13424e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -11342696.000000 Penalty: 3692.059082
	Iteration 26Q: 3 clusters Score -1.13427e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -11342820.000000 Penalty: 3692.059082
	Iteration 27Q: 3 clusters Score -1.134282e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11342946.000000 Penalty: 3692.059082
	Iteration 28Q: 3 clusters Score -1.134295e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11343013.000000 Penalty: 3692.059082
	Iteration 29Q: 3 clusters Score -1.134301e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11343072.000000 Penalty: 3692.059082
	Iteration 30Q: 3 clusters Score -1.134307e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11343148.000000 Penalty: 3692.059082
	Iteration 31Q: 3 clusters Score -1.134315e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11343169.000000 Penalty: 3692.059082
	Iteration 32Q: 3 clusters Score -1.134317e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11343214.000000 Penalty: 3692.059082
	Iteration 33Q: 3 clusters Score -1.134321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11343225.000000 Penalty: 3692.059082
	Iteration 34Q: 3 clusters Score -1.134322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11343238.000000 Penalty: 3692.059082
	Iteration 35Q: 3 clusters Score -1.134324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11343239.000000 Penalty: 3692.059082
	Iteration 36Q: 3 clusters Score -1.134324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11343255.000000 Penalty: 3692.059082
	Iteration 37Q: 3 clusters Score -1.134326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11343248.000000 Penalty: 3692.059082
	Iteration 38Q: 3 clusters Score -1.134325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11343249.000000 Penalty: 3692.059082
	Iteration 39Q: 3 clusters Score -1.134325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11343258.000000 Penalty: 3692.059082
	Iteration 40F: 3 clusters Score -1.134326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11343262.000000 Penalty: 3692.059082
	Iteration 41Q: 3 clusters Score -1.134326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11343272.000000 Penalty: 3692.059082
	Iteration 42Q: 3 clusters Score -1.134327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11343279.000000 Penalty: 3692.059082
	Iteration 43Q: 3 clusters Score -1.134328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11343284.000000 Penalty: 3692.059082
	Iteration 44Q: 3 clusters Score -1.134328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11343287.000000 Penalty: 3692.059082
	Iteration 45Q: 3 clusters Score -1.134329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11343284.000000 Penalty: 3692.059082
	Iteration 46Q: 3 clusters Score -1.134328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11343293.000000 Penalty: 3692.059082
	Iteration 47Q: 3 clusters Score -1.134329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11343289.000000 Penalty: 3692.059082
	Iteration 48Q: 3 clusters Score -1.134329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11343287.000000 Penalty: 3692.059082
	Iteration 49Q: 3 clusters Score -1.134329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11343287.000000 Penalty: 3692.059082
	Iteration 50F: 3 clusters Score -1.134329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -372576.625000 Penalty: 1293.892578
	Iteration 0F: 2 clusters Score -372576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -369952.968750 Penalty: 2587.785156
	Iteration 0F: 3 clusters Score -369953 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -370552.531250 Penalty: 2587.785156
	Iteration 1F: 3 clusters Score -370552.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -370666.625000 Penalty: 2587.785156
	Iteration 2F: 3 clusters Score -370666.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -370739.531250 Penalty: 2587.785156
	Iteration 3Q: 3 clusters Score -370739.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -370787.656250 Penalty: 2587.785156
	Iteration 4Q: 3 clusters Score -370787.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -370833.812500 Penalty: 2587.785156
	Iteration 5Q: 3 clusters Score -370833.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -370872.406250 Penalty: 2587.785156
	Iteration 6Q: 3 clusters Score -370872.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -370907.281250 Penalty: 2587.785156
	Iteration 7Q: 3 clusters Score -370907.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -370933.187500 Penalty: 2587.785156
	Iteration 8Q: 3 clusters Score -370933.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -370960.375000 Penalty: 2587.785156
	Iteration 9Q: 3 clusters Score -370960.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370988.156250 Penalty: 2587.785156
	Iteration 10Q: 3 clusters Score -370988.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -371016.031250 Penalty: 2587.785156
	Iteration 11Q: 3 clusters Score -371016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371042.375000 Penalty: 2587.785156
	Iteration 12Q: 3 clusters Score -371042.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -371066.031250 Penalty: 2587.785156
	Iteration 13Q: 3 clusters Score -371066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -371088.125000 Penalty: 2587.785156
	Iteration 14Q: 3 clusters Score -371088.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -371106.062500 Penalty: 2587.785156
	Iteration 15Q: 3 clusters Score -371106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -371128.156250 Penalty: 2587.785156
	Iteration 16Q: 3 clusters Score -371128.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -371153.843750 Penalty: 2587.785156
	Iteration 17Q: 3 clusters Score -371153.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -371177.250000 Penalty: 2587.785156
	Iteration 18Q: 3 clusters Score -371177.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -371204.687500 Penalty: 2587.785156
	Iteration 19Q: 3 clusters Score -371204.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -371227.312500 Penalty: 2587.785156
	Iteration 20F: 3 clusters Score -371227.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -371239.500000 Penalty: 2587.785156
	Iteration 21Q: 3 clusters Score -371239.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -371248.906250 Penalty: 2587.785156
	Iteration 22Q: 3 clusters Score -371248.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -371263.406250 Penalty: 2587.785156
	Iteration 23Q: 3 clusters Score -371263.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -371280.218750 Penalty: 2587.785156
	Iteration 24Q: 3 clusters Score -371280.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -371295.281250 Penalty: 2587.785156
	Iteration 25Q: 3 clusters Score -371295.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -371307.562500 Penalty: 2587.785156
	Iteration 26Q: 3 clusters Score -371307.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -371315.781250 Penalty: 2587.785156
	Iteration 27Q: 3 clusters Score -371315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -371322.187500 Penalty: 2587.785156
	Iteration 28Q: 3 clusters Score -371322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -371328.156250 Penalty: 2587.785156
	Iteration 29Q: 3 clusters Score -371328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -371331.906250 Penalty: 2587.785156
	Iteration 30Q: 3 clusters Score -371331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -371333.000000 Penalty: 2587.785156
	Iteration 31Q: 3 clusters Score -371333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -371334.000000 Penalty: 2587.785156
	Iteration 32Q: 3 clusters Score -371334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -371335.843750 Penalty: 2587.785156
	Iteration 33Q: 3 clusters Score -371335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -371338.093750 Penalty: 2587.785156
	Iteration 34Q: 3 clusters Score -371338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -371338.218750 Penalty: 2587.785156
	Iteration 35Q: 3 clusters Score -371338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -371339.125000 Penalty: 2587.785156
	Iteration 36Q: 3 clusters Score -371339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -371339.125000 Penalty: 2587.785156
	Iteration 37F: 3 clusters Score -371339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 14680 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 73157 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 85185 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9965 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 78372 members 
Mstep: Class 22 contains 35389 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26902 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75167 members 
Mstep: Class 32 contains 82460 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 69999 members 
Mstep: Class 37 contains 12254 members 
Mstep: Class 38 contains 23292 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791248.000000 Penalty: 92049.632812
Iteration 439Q: 42 clusters Score -1.277912e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 14679 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 73367 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 85272 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9957 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 78245 members 
Mstep: Class 22 contains 35378 members 
Mstep: Class 23 contains 22503 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 15937 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26897 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75168 members 
Mstep: Class 32 contains 82467 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70003 members 
Mstep: Class 37 contains 12266 members 
Mstep: Class 38 contains 23291 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2870 members 
Mstep: Class 41 contains 61547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791952.000000 Penalty: 92049.632812
Iteration 440F: 42 clusters Score -1.27792e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50277 members 
Mstep: Class 3 contains 14730 members 
Mstep: Class 4 contains 8909 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 14677 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60445 members 
Mstep: Class 10 contains 72850 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 85180 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 78210 members 
Mstep: Class 22 contains 35179 members 
Mstep: Class 23 contains 22482 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16206 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26893 members 
Mstep: Class 30 contains 12659 members 
Mstep: Class 31 contains 75167 members 
Mstep: Class 32 contains 82486 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70003 members 
Mstep: Class 37 contains 12281 members 
Mstep: Class 38 contains 23284 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2870 members 
Mstep: Class 41 contains 62355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792088.000000 Penalty: 92049.632812
Iteration 441Q: 42 clusters Score -1.277921e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50188 members 
Mstep: Class 3 contains 14730 members 
Mstep: Class 4 contains 8912 members 
Mstep: Class 5 contains 2880 members 
Mstep: Class 6 contains 14673 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60439 members 
Mstep: Class 10 contains 72290 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 85094 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 9829 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 78178 members 
Mstep: Class 22 contains 35003 members 
Mstep: Class 23 contains 22480 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16469 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26886 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75182 members 
Mstep: Class 32 contains 82451 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70004 members 
Mstep: Class 37 contains 12295 members 
Mstep: Class 38 contains 23281 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 63109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792072.000000 Penalty: 92049.632812
Iteration 442Q: 42 clusters Score -1.277921e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50125 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 6 contains 14669 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60434 members 
Mstep: Class 10 contains 71781 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 85019 members 
Mstep: Class 13 contains 27603 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 78146 members 
Mstep: Class 22 contains 34833 members 
Mstep: Class 23 contains 22476 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16716 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26884 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75173 members 
Mstep: Class 32 contains 82317 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70002 members 
Mstep: Class 37 contains 12308 members 
Mstep: Class 38 contains 23280 members 
Mstep: Class 39 contains 85835 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 63888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792160.000000 Penalty: 92049.632812
Iteration 443Q: 42 clusters Score -1.277922e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50066 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 14666 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60431 members 
Mstep: Class 10 contains 71303 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 84949 members 
Mstep: Class 13 contains 27605 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 78159 members 
Mstep: Class 22 contains 34673 members 
Mstep: Class 23 contains 22479 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16950 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26879 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75171 members 
Mstep: Class 32 contains 82119 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70009 members 
Mstep: Class 37 contains 12315 members 
Mstep: Class 38 contains 23280 members 
Mstep: Class 39 contains 85837 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 64632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792064.000000 Penalty: 92049.632812
Iteration 444Q: 42 clusters Score -1.277921e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50021 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 6 contains 14665 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60429 members 
Mstep: Class 10 contains 70860 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 84882 members 
Mstep: Class 13 contains 27607 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 9722 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 78261 members 
Mstep: Class 22 contains 34512 members 
Mstep: Class 23 contains 22483 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 17168 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26874 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 75158 members 
Mstep: Class 32 contains 81880 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70011 members 
Mstep: Class 37 contains 12314 members 
Mstep: Class 38 contains 23278 members 
Mstep: Class 39 contains 85841 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 65307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792192.000000 Penalty: 92049.632812
Iteration 445Q: 42 clusters Score -1.277922e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50011 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 8933 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 14666 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60425 members 
Mstep: Class 10 contains 70375 members 
Mstep: Class 11 contains 5326 members 
Mstep: Class 12 contains 84828 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 9699 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 21 contains 78329 members 
Mstep: Class 22 contains 34383 members 
Mstep: Class 23 contains 22475 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 17433 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26864 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 75124 members 
Mstep: Class 32 contains 81670 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70015 members 
Mstep: Class 37 contains 12314 members 
Mstep: Class 38 contains 23281 members 
Mstep: Class 39 contains 85843 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 65927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792344.000000 Penalty: 92049.632812
Iteration 446Q: 42 clusters Score -1.277923e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49995 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 14667 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60426 members 
Mstep: Class 10 contains 69923 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 84770 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 78369 members 
Mstep: Class 22 contains 34279 members 
Mstep: Class 23 contains 22477 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 17723 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26856 members 
Mstep: Class 30 contains 12658 members 
Mstep: Class 31 contains 75071 members 
Mstep: Class 32 contains 81390 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70018 members 
Mstep: Class 37 contains 12311 members 
Mstep: Class 38 contains 23281 members 
Mstep: Class 39 contains 85843 members 
Mstep: Class 40 contains 2872 members 
Mstep: Class 41 contains 66574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792128.000000 Penalty: 92049.632812
Iteration 447Q: 42 clusters Score -1.277921e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49945 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8941 members 
Mstep: Class 5 contains 2872 members 
Mstep: Class 6 contains 14659 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60426 members 
Mstep: Class 10 contains 69477 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 84739 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 5318 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 78444 members 
Mstep: Class 22 contains 34195 members 
Mstep: Class 23 contains 22483 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 18007 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26855 members 
Mstep: Class 30 contains 12657 members 
Mstep: Class 31 contains 75007 members 
Mstep: Class 32 contains 81109 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70021 members 
Mstep: Class 37 contains 12303 members 
Mstep: Class 38 contains 23284 members 
Mstep: Class 39 contains 85841 members 
Mstep: Class 40 contains 2872 members 
Mstep: Class 41 contains 67188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791840.000000 Penalty: 92049.632812
Iteration 448Q: 42 clusters Score -1.277918e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49910 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 2874 members 
Mstep: Class 6 contains 14655 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60426 members 
Mstep: Class 10 contains 69081 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 84707 members 
Mstep: Class 13 contains 27610 members 
Mstep: Class 14 contains 5318 members 
Mstep: Class 15 contains 9621 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 78537 members 
Mstep: Class 22 contains 34108 members 
Mstep: Class 23 contains 22485 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 18300 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26854 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 74895 members 
Mstep: Class 32 contains 80790 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70021 members 
Mstep: Class 37 contains 12288 members 
Mstep: Class 38 contains 23288 members 
Mstep: Class 39 contains 85838 members 
Mstep: Class 40 contains 2872 members 
Mstep: Class 41 contains 67829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791672.000000 Penalty: 92049.632812
Iteration 449Q: 42 clusters Score -1.277917e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49865 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 8952 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 14653 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60428 members 
Mstep: Class 10 contains 68669 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 84692 members 
Mstep: Class 13 contains 27612 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 78537 members 
Mstep: Class 22 contains 34030 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 18625 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26850 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 74801 members 
Mstep: Class 32 contains 80522 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70025 members 
Mstep: Class 37 contains 12280 members 
Mstep: Class 38 contains 23291 members 
Mstep: Class 39 contains 85834 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 68455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791784.000000 Penalty: 92049.632812
Iteration 450Q: 42 clusters Score -1.277918e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49803 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 8961 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 6 contains 14649 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60433 members 
Mstep: Class 10 contains 68248 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 84693 members 
Mstep: Class 13 contains 27611 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 78597 members 
Mstep: Class 22 contains 33953 members 
Mstep: Class 23 contains 22490 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 18929 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26844 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 74703 members 
Mstep: Class 32 contains 80323 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70030 members 
Mstep: Class 37 contains 12262 members 
Mstep: Class 38 contains 23292 members 
Mstep: Class 39 contains 85833 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 68994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791936.000000 Penalty: 92049.632812
Iteration 451Q: 42 clusters Score -1.277919e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 14646 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 10 contains 67847 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 84697 members 
Mstep: Class 13 contains 27613 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 9523 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 78673 members 
Mstep: Class 22 contains 33874 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 19289 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26841 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 74612 members 
Mstep: Class 32 contains 80173 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70034 members 
Mstep: Class 37 contains 12237 members 
Mstep: Class 38 contains 23288 members 
Mstep: Class 39 contains 85832 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792152.000000 Penalty: 92049.632812
Iteration 452Q: 42 clusters Score -1.277922e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49752 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 8969 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 14641 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60431 members 
Mstep: Class 10 contains 67439 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 84722 members 
Mstep: Class 13 contains 27614 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 78729 members 
Mstep: Class 22 contains 33802 members 
Mstep: Class 23 contains 22504 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 19658 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26838 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 74501 members 
Mstep: Class 32 contains 80079 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70036 members 
Mstep: Class 37 contains 12219 members 
Mstep: Class 38 contains 23283 members 
Mstep: Class 39 contains 85830 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792368.000000 Penalty: 92049.632812
Iteration 453Q: 42 clusters Score -1.277924e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49737 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 14636 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60429 members 
Mstep: Class 10 contains 67061 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 84742 members 
Mstep: Class 13 contains 27617 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 9475 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 78822 members 
Mstep: Class 22 contains 33720 members 
Mstep: Class 23 contains 22514 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 20052 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26835 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 74385 members 
Mstep: Class 32 contains 80005 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70038 members 
Mstep: Class 37 contains 12202 members 
Mstep: Class 38 contains 23277 members 
Mstep: Class 39 contains 85830 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792328.000000 Penalty: 92049.632812
Iteration 454Q: 42 clusters Score -1.277923e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49714 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 14629 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 10 contains 66734 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 84757 members 
Mstep: Class 13 contains 27618 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 78874 members 
Mstep: Class 22 contains 33638 members 
Mstep: Class 23 contains 22521 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 20505 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26833 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 74272 members 
Mstep: Class 32 contains 79897 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70041 members 
Mstep: Class 37 contains 12188 members 
Mstep: Class 38 contains 23273 members 
Mstep: Class 39 contains 85831 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 70017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792288.000000 Penalty: 92049.632812
Iteration 455Q: 42 clusters Score -1.277923e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49699 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 14628 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 10 contains 66456 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 84757 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 9448 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 78942 members 
Mstep: Class 22 contains 33561 members 
Mstep: Class 23 contains 22527 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 20966 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26833 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 74172 members 
Mstep: Class 32 contains 79809 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70045 members 
Mstep: Class 37 contains 12166 members 
Mstep: Class 38 contains 23267 members 
Mstep: Class 39 contains 85829 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 70068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792096.000000 Penalty: 92049.632812
Iteration 456Q: 42 clusters Score -1.277921e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49666 members 
Mstep: Class 3 contains 14730 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 14629 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60432 members 
Mstep: Class 10 contains 66180 members 
Mstep: Class 11 contains 5315 members 
Mstep: Class 12 contains 84762 members 
Mstep: Class 13 contains 27620 members 
Mstep: Class 14 contains 5312 members 
Mstep: Class 15 contains 9432 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 78992 members 
Mstep: Class 22 contains 33476 members 
Mstep: Class 23 contains 22533 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 21437 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26833 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 74071 members 
Mstep: Class 32 contains 79726 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70044 members 
Mstep: Class 37 contains 12155 members 
Mstep: Class 38 contains 23261 members 
Mstep: Class 39 contains 85828 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 70139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792192.000000 Penalty: 92049.632812
Iteration 457Q: 42 clusters Score -1.277922e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49623 members 
Mstep: Class 3 contains 14732 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 14630 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60433 members 
Mstep: Class 10 contains 65993 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 84750 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 5312 members 
Mstep: Class 15 contains 9418 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 79086 members 
Mstep: Class 22 contains 33410 members 
Mstep: Class 23 contains 22536 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 21958 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26832 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 73963 members 
Mstep: Class 32 contains 79624 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70046 members 
Mstep: Class 37 contains 12125 members 
Mstep: Class 38 contains 23253 members 
Mstep: Class 39 contains 85829 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 70080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792376.000000 Penalty: 92049.632812
Iteration 458Q: 42 clusters Score -1.277924e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49595 members 
Mstep: Class 3 contains 14734 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 14627 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60435 members 
Mstep: Class 10 contains 65817 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 84753 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 9386 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 79176 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 22543 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 22493 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26832 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 73833 members 
Mstep: Class 32 contains 79555 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70052 members 
Mstep: Class 37 contains 12099 members 
Mstep: Class 38 contains 23241 members 
Mstep: Class 39 contains 85826 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792728.000000 Penalty: 92049.632812
Iteration 459Q: 42 clusters Score -1.277927e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49587 members 
Mstep: Class 3 contains 14735 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 14626 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60435 members 
Mstep: Class 10 contains 65649 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 84761 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 5309 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 79288 members 
Mstep: Class 22 contains 33258 members 
Mstep: Class 23 contains 22550 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 22979 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26830 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 73695 members 
Mstep: Class 32 contains 79493 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70055 members 
Mstep: Class 37 contains 12058 members 
Mstep: Class 38 contains 23235 members 
Mstep: Class 39 contains 85827 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792712.000000 Penalty: 92049.632812
Iteration 460F: 42 clusters Score -1.277927e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49594 members 
Mstep: Class 3 contains 14736 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 14625 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60440 members 
Mstep: Class 10 contains 65464 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 84775 members 
Mstep: Class 13 contains 27619 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 79387 members 
Mstep: Class 22 contains 33181 members 
Mstep: Class 23 contains 22557 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 23492 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26829 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 73558 members 
Mstep: Class 32 contains 79434 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70058 members 
Mstep: Class 37 contains 12018 members 
Mstep: Class 38 contains 23227 members 
Mstep: Class 39 contains 85827 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792808.000000 Penalty: 92049.632812
Iteration 461Q: 42 clusters Score -1.277928e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49603 members 
Mstep: Class 3 contains 14735 members 
Mstep: Class 4 contains 9116 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60439 members 
Mstep: Class 10 contains 65258 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 84770 members 
Mstep: Class 13 contains 27620 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 79477 members 
Mstep: Class 22 contains 33084 members 
Mstep: Class 23 contains 22564 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 24076 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26828 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 73412 members 
Mstep: Class 32 contains 79366 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70063 members 
Mstep: Class 37 contains 11988 members 
Mstep: Class 38 contains 23224 members 
Mstep: Class 39 contains 85826 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793320.000000 Penalty: 92049.632812
Iteration 462Q: 42 clusters Score -1.277933e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49599 members 
Mstep: Class 3 contains 14737 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 65042 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 84773 members 
Mstep: Class 13 contains 27621 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 9280 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 79492 members 
Mstep: Class 22 contains 32985 members 
Mstep: Class 23 contains 22569 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 24719 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26827 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 73289 members 
Mstep: Class 32 contains 79315 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 70067 members 
Mstep: Class 37 contains 11950 members 
Mstep: Class 38 contains 23215 members 
Mstep: Class 39 contains 85822 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793480.000000 Penalty: 92049.632812
Iteration 463Q: 42 clusters Score -1.277935e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49584 members 
Mstep: Class 3 contains 14739 members 
Mstep: Class 4 contains 9143 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60441 members 
Mstep: Class 10 contains 64790 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 84792 members 
Mstep: Class 13 contains 27622 members 
Mstep: Class 14 contains 5303 members 
Mstep: Class 15 contains 9256 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 79532 members 
Mstep: Class 22 contains 32901 members 
Mstep: Class 23 contains 22572 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 25347 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26824 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 73144 members 
Mstep: Class 32 contains 79261 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70070 members 
Mstep: Class 37 contains 11918 members 
Mstep: Class 38 contains 23209 members 
Mstep: Class 39 contains 85822 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793560.000000 Penalty: 92049.632812
Iteration 464Q: 42 clusters Score -1.277936e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49558 members 
Mstep: Class 3 contains 14742 members 
Mstep: Class 4 contains 9170 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 14598 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60440 members 
Mstep: Class 10 contains 64539 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 84821 members 
Mstep: Class 13 contains 27623 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 9217 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 79555 members 
Mstep: Class 22 contains 32806 members 
Mstep: Class 23 contains 22574 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 26001 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26823 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 73014 members 
Mstep: Class 32 contains 79236 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70073 members 
Mstep: Class 37 contains 11897 members 
Mstep: Class 38 contains 23203 members 
Mstep: Class 39 contains 85821 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 69331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793672.000000 Penalty: 92049.632812
Iteration 465Q: 42 clusters Score -1.277937e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49522 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 9199 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 14590 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60435 members 
Mstep: Class 10 contains 64313 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 84825 members 
Mstep: Class 13 contains 27625 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 79605 members 
Mstep: Class 22 contains 32709 members 
Mstep: Class 23 contains 22576 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 26651 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26821 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 72894 members 
Mstep: Class 32 contains 79206 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70074 members 
Mstep: Class 37 contains 11876 members 
Mstep: Class 38 contains 23197 members 
Mstep: Class 39 contains 85825 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 69173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794144.000000 Penalty: 92049.632812
Iteration 466Q: 42 clusters Score -1.277941e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49501 members 
Mstep: Class 3 contains 14737 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60434 members 
Mstep: Class 10 contains 64060 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 84827 members 
Mstep: Class 13 contains 27624 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 9164 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 79596 members 
Mstep: Class 22 contains 32620 members 
Mstep: Class 23 contains 22583 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 27345 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26816 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 72753 members 
Mstep: Class 32 contains 79211 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70071 members 
Mstep: Class 37 contains 11849 members 
Mstep: Class 38 contains 23185 members 
Mstep: Class 39 contains 85833 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 69026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794144.000000 Penalty: 92049.632812
Iteration 467Q: 42 clusters Score -1.277941e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49471 members 
Mstep: Class 3 contains 14740 members 
Mstep: Class 4 contains 9251 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 14584 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60430 members 
Mstep: Class 10 contains 63808 members 
Mstep: Class 11 contains 5240 members 
Mstep: Class 12 contains 84818 members 
Mstep: Class 13 contains 27626 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 9137 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 79535 members 
Mstep: Class 22 contains 32535 members 
Mstep: Class 23 contains 22586 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 28109 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 72607 members 
Mstep: Class 32 contains 79191 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70074 members 
Mstep: Class 37 contains 11821 members 
Mstep: Class 38 contains 23179 members 
Mstep: Class 39 contains 85830 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794096.000000 Penalty: 92049.632812
Iteration 468Q: 42 clusters Score -1.277941e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49456 members 
Mstep: Class 3 contains 14742 members 
Mstep: Class 4 contains 9277 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 14584 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60431 members 
Mstep: Class 10 contains 63553 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 84789 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 9103 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 79400 members 
Mstep: Class 22 contains 32438 members 
Mstep: Class 23 contains 22583 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 28816 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26814 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 72500 members 
Mstep: Class 32 contains 79199 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70075 members 
Mstep: Class 37 contains 11788 members 
Mstep: Class 38 contains 23175 members 
Mstep: Class 39 contains 85825 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794000.000000 Penalty: 92049.632812
Iteration 469Q: 42 clusters Score -1.27794e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49427 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 14576 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60432 members 
Mstep: Class 10 contains 63322 members 
Mstep: Class 11 contains 5239 members 
Mstep: Class 12 contains 84801 members 
Mstep: Class 13 contains 27630 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 79314 members 
Mstep: Class 22 contains 32331 members 
Mstep: Class 23 contains 22585 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 29502 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 72365 members 
Mstep: Class 32 contains 79202 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70083 members 
Mstep: Class 37 contains 11758 members 
Mstep: Class 38 contains 23164 members 
Mstep: Class 39 contains 85821 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794048.000000 Penalty: 92049.632812
Iteration 470Q: 42 clusters Score -1.27794e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49429 members 
Mstep: Class 3 contains 14742 members 
Mstep: Class 4 contains 9336 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60428 members 
Mstep: Class 10 contains 63090 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 84836 members 
Mstep: Class 13 contains 27631 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 79274 members 
Mstep: Class 22 contains 32202 members 
Mstep: Class 23 contains 22583 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 30172 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 72238 members 
Mstep: Class 32 contains 79197 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70089 members 
Mstep: Class 37 contains 11719 members 
Mstep: Class 38 contains 23158 members 
Mstep: Class 39 contains 85816 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794056.000000 Penalty: 92049.632812
Iteration 471Q: 42 clusters Score -1.277941e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49419 members 
Mstep: Class 3 contains 14743 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 14568 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60428 members 
Mstep: Class 10 contains 62868 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 84835 members 
Mstep: Class 13 contains 27631 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 79220 members 
Mstep: Class 22 contains 32072 members 
Mstep: Class 23 contains 22582 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 30815 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 72131 members 
Mstep: Class 32 contains 79177 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70093 members 
Mstep: Class 37 contains 11674 members 
Mstep: Class 38 contains 23149 members 
Mstep: Class 39 contains 85812 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794344.000000 Penalty: 92049.632812
Iteration 472Q: 42 clusters Score -1.277943e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49382 members 
Mstep: Class 3 contains 14743 members 
Mstep: Class 4 contains 9398 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 14560 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60428 members 
Mstep: Class 10 contains 62666 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 84835 members 
Mstep: Class 13 contains 27631 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 79167 members 
Mstep: Class 22 contains 31936 members 
Mstep: Class 23 contains 22585 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 31464 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26812 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 72023 members 
Mstep: Class 32 contains 79141 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70096 members 
Mstep: Class 37 contains 11636 members 
Mstep: Class 38 contains 23139 members 
Mstep: Class 39 contains 85812 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794264.000000 Penalty: 92049.632812
Iteration 473Q: 42 clusters Score -1.277943e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49365 members 
Mstep: Class 3 contains 14743 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 14548 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60426 members 
Mstep: Class 10 contains 62491 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 84834 members 
Mstep: Class 13 contains 27630 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 79035 members 
Mstep: Class 22 contains 31804 members 
Mstep: Class 23 contains 22588 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 32133 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26809 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 71923 members 
Mstep: Class 32 contains 79106 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70097 members 
Mstep: Class 37 contains 11611 members 
Mstep: Class 38 contains 23133 members 
Mstep: Class 39 contains 85810 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794424.000000 Penalty: 92049.632812
Iteration 474Q: 42 clusters Score -1.277944e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49345 members 
Mstep: Class 3 contains 14744 members 
Mstep: Class 4 contains 9447 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 14540 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60423 members 
Mstep: Class 10 contains 62337 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 84836 members 
Mstep: Class 13 contains 27631 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 8919 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 78812 members 
Mstep: Class 22 contains 31645 members 
Mstep: Class 23 contains 22597 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 32835 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26807 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 71822 members 
Mstep: Class 32 contains 79062 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70105 members 
Mstep: Class 37 contains 11582 members 
Mstep: Class 38 contains 23123 members 
Mstep: Class 39 contains 85807 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794312.000000 Penalty: 92049.632812
Iteration 475Q: 42 clusters Score -1.277943e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49336 members 
Mstep: Class 3 contains 14744 members 
Mstep: Class 4 contains 9473 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 14538 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60420 members 
Mstep: Class 10 contains 62187 members 
Mstep: Class 11 contains 5234 members 
Mstep: Class 12 contains 84829 members 
Mstep: Class 13 contains 27633 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8885 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 78618 members 
Mstep: Class 22 contains 31498 members 
Mstep: Class 23 contains 22605 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 33602 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26804 members 
Mstep: Class 30 contains 12653 members 
Mstep: Class 31 contains 71732 members 
Mstep: Class 32 contains 78992 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70108 members 
Mstep: Class 37 contains 11561 members 
Mstep: Class 38 contains 23112 members 
Mstep: Class 39 contains 85806 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794648.000000 Penalty: 92049.632812
Iteration 476Q: 42 clusters Score -1.277946e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49337 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 9509 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 14532 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60415 members 
Mstep: Class 10 contains 62049 members 
Mstep: Class 11 contains 5234 members 
Mstep: Class 12 contains 84817 members 
Mstep: Class 13 contains 27637 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8859 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 78428 members 
Mstep: Class 22 contains 31357 members 
Mstep: Class 23 contains 22610 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 34376 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 71632 members 
Mstep: Class 32 contains 78909 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70105 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 85808 members 
Mstep: Class 40 contains 2876 members 
Mstep: Class 41 contains 68487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794768.000000 Penalty: 92049.632812
Iteration 477Q: 42 clusters Score -1.277948e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49330 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 9546 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 14514 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60415 members 
Mstep: Class 10 contains 61892 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 84828 members 
Mstep: Class 13 contains 27639 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8835 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 78149 members 
Mstep: Class 22 contains 31221 members 
Mstep: Class 23 contains 22619 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 35158 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 71546 members 
Mstep: Class 32 contains 78863 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70108 members 
Mstep: Class 37 contains 11503 members 
Mstep: Class 38 contains 23106 members 
Mstep: Class 39 contains 85803 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794968.000000 Penalty: 92049.632812
Iteration 478Q: 42 clusters Score -1.27795e+08 nChanged 1822
Entering ConstructFrom: 
Score: -127794968.000000 Penalty: 92049.632812
Entering ConstructFrom: 
Trying to split cluster 1 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -475328.625000 Penalty: 1340.513428
	Iteration 0F: 2 clusters Score -475328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -472191.781250 Penalty: 2681.026855
	Iteration 0F: 3 clusters Score -472191.8 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -473434.406250 Penalty: 2681.026855
	Iteration 1F: 3 clusters Score -473434.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -474053.187500 Penalty: 2681.026855
	Iteration 2F: 3 clusters Score -474053.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -474493.187500 Penalty: 2681.026855
	Iteration 3F: 3 clusters Score -474493.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -474781.187500 Penalty: 2681.026855
	Iteration 4F: 3 clusters Score -474781.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -474998.093750 Penalty: 2681.026855
	Iteration 5F: 3 clusters Score -474998.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -475169.687500 Penalty: 2681.026855
	Iteration 6Q: 3 clusters Score -475169.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -475291.468750 Penalty: 2681.026855
	Iteration 7Q: 3 clusters Score -475291.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -475367.906250 Penalty: 2681.026855
	Iteration 8Q: 3 clusters Score -475367.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -475407.187500 Penalty: 2681.026855
	Iteration 9Q: 3 clusters Score -475407.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -475445.406250 Penalty: 2681.026855
	Iteration 10Q: 3 clusters Score -475445.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -475494.750000 Penalty: 2681.026855
	Iteration 11Q: 3 clusters Score -475494.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -475571.625000 Penalty: 2681.026855
	Iteration 12Q: 3 clusters Score -475571.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -475623.093750 Penalty: 2681.026855
	Iteration 13Q: 3 clusters Score -475623.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -475647.062500 Penalty: 2681.026855
	Iteration 14Q: 3 clusters Score -475647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -475658.718750 Penalty: 2681.026855
	Iteration 15Q: 3 clusters Score -475658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -475668.656250 Penalty: 2681.026855
	Iteration 16Q: 3 clusters Score -475668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -475684.062500 Penalty: 2681.026855
	Iteration 17Q: 3 clusters Score -475684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -475696.531250 Penalty: 2681.026855
	Iteration 18Q: 3 clusters Score -475696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -475702.500000 Penalty: 2681.026855
	Iteration 19Q: 3 clusters Score -475702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -475707.500000 Penalty: 2681.026855
	Iteration 20F: 3 clusters Score -475707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -475709.875000 Penalty: 2681.026855
	Iteration 21Q: 3 clusters Score -475709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -475711.937500 Penalty: 2681.026855
	Iteration 22Q: 3 clusters Score -475711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -475711.937500 Penalty: 2681.026855
	Iteration 23F: 3 clusters Score -475711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 49300 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 14501 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60409 members 
Mstep: Class 10 contains 61738 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 84822 members 
Mstep: Class 13 contains 27642 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 77807 members 
Mstep: Class 22 contains 31102 members 
Mstep: Class 23 contains 22629 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 35973 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 71478 members 
Mstep: Class 32 contains 78830 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70112 members 
Mstep: Class 37 contains 11465 members 
Mstep: Class 38 contains 23101 members 
Mstep: Class 39 contains 85798 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68425 members 
Mstep: Class 42 contains 623 members 
Entering Unmasked Estep 
Score: -127794568.000000 Penalty: 94294.750000
Splitting cluster 1 changes total score from -127794968.000000 to -127794568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (49300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Entering Unmasked Estep 
Score: -6199520.500000 Penalty: 1755.922852
	Iteration 0F: 2 clusters Score -6199520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -6166387.000000 Penalty: 3511.845703
	Iteration 0F: 3 clusters Score -6166387 nChanged 23092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -6179751.500000 Penalty: 3511.845703
	Iteration 1F: 3 clusters Score -6179752 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6180209.000000 Penalty: 3511.845703
	Iteration 2Q: 3 clusters Score -6180209 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6180696.000000 Penalty: 3511.845703
	Iteration 3Q: 3 clusters Score -6180696 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6181200.000000 Penalty: 3511.845703
	Iteration 4Q: 3 clusters Score -6181200 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -6181814.000000 Penalty: 3511.845703
	Iteration 5Q: 3 clusters Score -6181814 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -6182582.500000 Penalty: 3511.845703
	Iteration 6Q: 3 clusters Score -6182582 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6183800.500000 Penalty: 3511.845703
	Iteration 7Q: 3 clusters Score -6183800 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -6185529.500000 Penalty: 3511.845703
	Iteration 8F: 3 clusters Score -6185530 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -6187832.000000 Penalty: 3511.845703
	Iteration 9F: 3 clusters Score -6187832 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -6190639.000000 Penalty: 3511.845703
	Iteration 10F: 3 clusters Score -6190639 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6193384.500000 Penalty: 3511.845703
	Iteration 11F: 3 clusters Score -6193384 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6195435.500000 Penalty: 3511.845703
	Iteration 12Q: 3 clusters Score -6195436 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6196623.500000 Penalty: 3511.845703
	Iteration 13Q: 3 clusters Score -6196624 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6197266.000000 Penalty: 3511.845703
	Iteration 14Q: 3 clusters Score -6197266 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -6197605.500000 Penalty: 3511.845703
	Iteration 15Q: 3 clusters Score -6197606 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -6197736.000000 Penalty: 3511.845703
	Iteration 16Q: 3 clusters Score -6197736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6197819.500000 Penalty: 3511.845703
	Iteration 17Q: 3 clusters Score -6197820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6197899.500000 Penalty: 3511.845703
	Iteration 18Q: 3 clusters Score -6197900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -6197930.500000 Penalty: 3511.845703
	Iteration 19Q: 3 clusters Score -6197930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -6197963.000000 Penalty: 3511.845703
	Iteration 20F: 3 clusters Score -6197963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6197980.500000 Penalty: 3511.845703
	Iteration 21Q: 3 clusters Score -6197980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6197990.000000 Penalty: 3511.845703
	Iteration 22Q: 3 clusters Score -6197990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -6197996.000000 Penalty: 3511.845703
	Iteration 23Q: 3 clusters Score -6197996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6198000.500000 Penalty: 3511.845703
	Iteration 24Q: 3 clusters Score -6198000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -6198000.000000 Penalty: 3511.845703
	Iteration 25Q: 3 clusters Score -6198000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6197998.500000 Penalty: 3511.845703
	Iteration 26Q: 3 clusters Score -6197998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6197998.500000 Penalty: 3511.845703
	Iteration 27F: 3 clusters Score -6197998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Entering Unmasked Estep 
Score: -1847839.750000 Penalty: 1559.804199
	Iteration 0F: 2 clusters Score -1847840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1837592.750000 Penalty: 3119.608398
	Iteration 0F: 3 clusters Score -1837593 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1840992.500000 Penalty: 3119.608398
	Iteration 1F: 3 clusters Score -1840992 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1841227.750000 Penalty: 3119.608398
	Iteration 2F: 3 clusters Score -1841228 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1841424.375000 Penalty: 3119.608398
	Iteration 3Q: 3 clusters Score -1841424 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1841597.250000 Penalty: 3119.608398
	Iteration 4Q: 3 clusters Score -1841597 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1841763.250000 Penalty: 3119.608398
	Iteration 5Q: 3 clusters Score -1841763 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1841926.000000 Penalty: 3119.608398
	Iteration 6Q: 3 clusters Score -1841926 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1842159.250000 Penalty: 3119.608398
	Iteration 7Q: 3 clusters Score -1842159 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1842435.750000 Penalty: 3119.608398
	Iteration 8Q: 3 clusters Score -1842436 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1842817.625000 Penalty: 3119.608398
	Iteration 9Q: 3 clusters Score -1842818 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1843386.125000 Penalty: 3119.608398
	Iteration 10F: 3 clusters Score -1843386 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1844080.125000 Penalty: 3119.608398
	Iteration 11F: 3 clusters Score -1844080 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1844798.125000 Penalty: 3119.608398
	Iteration 12F: 3 clusters Score -1844798 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1845479.125000 Penalty: 3119.608398
	Iteration 13Q: 3 clusters Score -1845479 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1845950.500000 Penalty: 3119.608398
	Iteration 14Q: 3 clusters Score -1845950 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1846235.000000 Penalty: 3119.608398
	Iteration 15Q: 3 clusters Score -1846235 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1846396.250000 Penalty: 3119.608398
	Iteration 16Q: 3 clusters Score -1846396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1846488.625000 Penalty: 3119.608398
	Iteration 17Q: 3 clusters Score -1846489 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1846552.750000 Penalty: 3119.608398
	Iteration 18Q: 3 clusters Score -1846553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1846584.625000 Penalty: 3119.608398
	Iteration 19Q: 3 clusters Score -1846585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1846609.625000 Penalty: 3119.608398
	Iteration 20F: 3 clusters Score -1846610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1846618.250000 Penalty: 3119.608398
	Iteration 21Q: 3 clusters Score -1846618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1846632.625000 Penalty: 3119.608398
	Iteration 22Q: 3 clusters Score -1846633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1846633.750000 Penalty: 3119.608398
	Iteration 23Q: 3 clusters Score -1846634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1846637.375000 Penalty: 3119.608398
	Iteration 24Q: 3 clusters Score -1846637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1846637.750000 Penalty: 3119.608398
	Iteration 25Q: 3 clusters Score -1846638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1846637.750000 Penalty: 3119.608398
	Iteration 26F: 3 clusters Score -1846638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Entering Unmasked Estep 
Score: -1279222.750000 Penalty: 1489.945068
	Iteration 0F: 2 clusters Score -1279223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1272293.500000 Penalty: 2979.890137
	Iteration 0F: 3 clusters Score -1272294 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1274424.750000 Penalty: 2979.890137
	Iteration 1F: 3 clusters Score -1274425 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1274641.375000 Penalty: 2979.890137
	Iteration 2F: 3 clusters Score -1274641 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1274808.375000 Penalty: 2979.890137
	Iteration 3Q: 3 clusters Score -1274808 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1274993.375000 Penalty: 2979.890137
	Iteration 4Q: 3 clusters Score -1274993 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1275201.000000 Penalty: 2979.890137
	Iteration 5Q: 3 clusters Score -1275201 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1275471.500000 Penalty: 2979.890137
	Iteration 6Q: 3 clusters Score -1275472 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1275853.750000 Penalty: 2979.890137
	Iteration 7F: 3 clusters Score -1275854 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1276304.750000 Penalty: 2979.890137
	Iteration 8F: 3 clusters Score -1276305 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1276747.625000 Penalty: 2979.890137
	Iteration 9F: 3 clusters Score -1276748 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1277163.250000 Penalty: 2979.890137
	Iteration 10Q: 3 clusters Score -1277163 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1277491.000000 Penalty: 2979.890137
	Iteration 11Q: 3 clusters Score -1277491 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1277742.750000 Penalty: 2979.890137
	Iteration 12Q: 3 clusters Score -1277743 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1277871.000000 Penalty: 2979.890137
	Iteration 13Q: 3 clusters Score -1277871 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1277950.125000 Penalty: 2979.890137
	Iteration 14Q: 3 clusters Score -1277950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1278006.500000 Penalty: 2979.890137
	Iteration 15Q: 3 clusters Score -1278006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1278042.125000 Penalty: 2979.890137
	Iteration 16Q: 3 clusters Score -1278042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1278067.000000 Penalty: 2979.890137
	Iteration 17Q: 3 clusters Score -1278067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1278082.000000 Penalty: 2979.890137
	Iteration 18Q: 3 clusters Score -1278082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1278093.875000 Penalty: 2979.890137
	Iteration 19Q: 3 clusters Score -1278094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1278099.125000 Penalty: 2979.890137
	Iteration 20F: 3 clusters Score -1278099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1278102.750000 Penalty: 2979.890137
	Iteration 21Q: 3 clusters Score -1278103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1278104.750000 Penalty: 2979.890137
	Iteration 22Q: 3 clusters Score -1278105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1278104.750000 Penalty: 2979.890137
	Iteration 23Q: 3 clusters Score -1278105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1278105.625000 Penalty: 2979.890137
	Iteration 24Q: 3 clusters Score -1278106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1278106.250000 Penalty: 2979.890137
	Iteration 25Q: 3 clusters Score -1278106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1278110.625000 Penalty: 2979.890137
	Iteration 26Q: 3 clusters Score -1278111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1278110.125000 Penalty: 2979.890137
	Iteration 27Q: 3 clusters Score -1278110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1278109.250000 Penalty: 2979.890137
	Iteration 28Q: 3 clusters Score -1278109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1278110.375000 Penalty: 2979.890137
	Iteration 29Q: 3 clusters Score -1278110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1278111.375000 Penalty: 2979.890137
	Iteration 30Q: 3 clusters Score -1278111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1278111.250000 Penalty: 2979.890137
	Iteration 31Q: 3 clusters Score -1278111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1278111.250000 Penalty: 2979.890137
	Iteration 32F: 3 clusters Score -1278111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -357116.187500 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -357116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -354506.031250 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -354506 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355148.281250 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -355148.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -355284.156250 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -355284.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -355371.937500 Penalty: 2581.729492
	Iteration 3Q: 3 clusters Score -355371.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355433.687500 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -355433.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -355487.968750 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -355488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -355517.062500 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -355517.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -355541.000000 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -355541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -355560.656250 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -355560.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -355574.656250 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -355574.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -355587.406250 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -355587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -355605.093750 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -355605.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -355626.531250 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -355626.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -355644.031250 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -355644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -355658.531250 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -355658.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -355673.812500 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -355673.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -355682.312500 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -355682.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355692.968750 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -355693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -355702.625000 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -355702.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -355716.343750 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -355716.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -355736.312500 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -355736.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -355751.500000 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -355751.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -355767.093750 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -355767.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -355784.906250 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -355784.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -355796.343750 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -355796.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -355808.000000 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -355808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -355824.968750 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -355825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -355838.937500 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -355838.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -355850.968750 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -355851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -355861.375000 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -355861.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -355868.406250 Penalty: 2581.729492
	Iteration 30Q: 3 clusters Score -355868.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -355876.187500 Penalty: 2581.729492
	Iteration 31Q: 3 clusters Score -355876.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -355886.843750 Penalty: 2581.729492
	Iteration 32Q: 3 clusters Score -355886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -355895.000000 Penalty: 2581.729492
	Iteration 33Q: 3 clusters Score -355895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -355902.906250 Penalty: 2581.729492
	Iteration 34Q: 3 clusters Score -355902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -355910.062500 Penalty: 2581.729492
	Iteration 35Q: 3 clusters Score -355910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -355914.531250 Penalty: 2581.729492
	Iteration 36Q: 3 clusters Score -355914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -355917.187500 Penalty: 2581.729492
	Iteration 37Q: 3 clusters Score -355917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -355920.375000 Penalty: 2581.729492
	Iteration 38Q: 3 clusters Score -355920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -355923.750000 Penalty: 2581.729492
	Iteration 39Q: 3 clusters Score -355923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -355929.750000 Penalty: 2581.729492
	Iteration 40F: 3 clusters Score -355929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -355933.031250 Penalty: 2581.729492
	Iteration 41Q: 3 clusters Score -355933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -355937.093750 Penalty: 2581.729492
	Iteration 42Q: 3 clusters Score -355937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -355941.312500 Penalty: 2581.729492
	Iteration 43Q: 3 clusters Score -355941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -355942.750000 Penalty: 2581.729492
	Iteration 44Q: 3 clusters Score -355942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -355947.125000 Penalty: 2581.729492
	Iteration 45Q: 3 clusters Score -355947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -355951.156250 Penalty: 2581.729492
	Iteration 46Q: 3 clusters Score -355951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -355955.625000 Penalty: 2581.729492
	Iteration 47Q: 3 clusters Score -355955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -355960.125000 Penalty: 2581.729492
	Iteration 48Q: 3 clusters Score -355960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -355962.500000 Penalty: 2581.729492
	Iteration 49Q: 3 clusters Score -355962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -355968.093750 Penalty: 2581.729492
	Iteration 50Q: 3 clusters Score -355968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -355975.250000 Penalty: 2581.729492
	Iteration 51Q: 3 clusters Score -355975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -355981.156250 Penalty: 2581.729492
	Iteration 52Q: 3 clusters Score -355981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -355985.812500 Penalty: 2581.729492
	Iteration 53Q: 3 clusters Score -355985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -355987.375000 Penalty: 2581.729492
	Iteration 54Q: 3 clusters Score -355987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -355988.156250 Penalty: 2581.729492
	Iteration 55Q: 3 clusters Score -355988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -355989.750000 Penalty: 2581.729492
	Iteration 56Q: 3 clusters Score -355989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -355990.875000 Penalty: 2581.729492
	Iteration 57Q: 3 clusters Score -355990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -355990.875000 Penalty: 2581.729492
	Iteration 58F: 3 clusters Score -355990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -1884602.750000 Penalty: 1557.070679
	Iteration 0F: 2 clusters Score -1884603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1874611.000000 Penalty: 3114.141357
	Iteration 0F: 3 clusters Score -1874611 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1877972.250000 Penalty: 3114.141357
	Iteration 1F: 3 clusters Score -1877972 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1878231.750000 Penalty: 3114.141357
	Iteration 2Q: 3 clusters Score -1878232 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1878461.250000 Penalty: 3114.141357
	Iteration 3Q: 3 clusters Score -1878461 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1878673.875000 Penalty: 3114.141357
	Iteration 4Q: 3 clusters Score -1878674 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1878902.625000 Penalty: 3114.141357
	Iteration 5Q: 3 clusters Score -1878903 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1879147.875000 Penalty: 3114.141357
	Iteration 6Q: 3 clusters Score -1879148 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1879406.875000 Penalty: 3114.141357
	Iteration 7Q: 3 clusters Score -1879407 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1879687.125000 Penalty: 3114.141357
	Iteration 8Q: 3 clusters Score -1879687 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1880009.000000 Penalty: 3114.141357
	Iteration 9Q: 3 clusters Score -1880009 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1880433.750000 Penalty: 3114.141357
	Iteration 10Q: 3 clusters Score -1880434 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1880940.750000 Penalty: 3114.141357
	Iteration 11Q: 3 clusters Score -1880941 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1881447.125000 Penalty: 3114.141357
	Iteration 12Q: 3 clusters Score -1881447 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1881887.000000 Penalty: 3114.141357
	Iteration 13Q: 3 clusters Score -1881887 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1882257.125000 Penalty: 3114.141357
	Iteration 14Q: 3 clusters Score -1882257 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1882543.875000 Penalty: 3114.141357
	Iteration 15Q: 3 clusters Score -1882544 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1882763.625000 Penalty: 3114.141357
	Iteration 16Q: 3 clusters Score -1882764 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1882918.625000 Penalty: 3114.141357
	Iteration 17Q: 3 clusters Score -1882919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1883028.125000 Penalty: 3114.141357
	Iteration 18Q: 3 clusters Score -1883028 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1883092.125000 Penalty: 3114.141357
	Iteration 19Q: 3 clusters Score -1883092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1883139.250000 Penalty: 3114.141357
	Iteration 20F: 3 clusters Score -1883139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1883174.375000 Penalty: 3114.141357
	Iteration 21Q: 3 clusters Score -1883174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1883204.250000 Penalty: 3114.141357
	Iteration 22Q: 3 clusters Score -1883204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1883226.500000 Penalty: 3114.141357
	Iteration 23Q: 3 clusters Score -1883226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1883245.750000 Penalty: 3114.141357
	Iteration 24Q: 3 clusters Score -1883246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1883261.875000 Penalty: 3114.141357
	Iteration 25Q: 3 clusters Score -1883262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1883273.000000 Penalty: 3114.141357
	Iteration 26Q: 3 clusters Score -1883273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1883288.875000 Penalty: 3114.141357
	Iteration 27Q: 3 clusters Score -1883289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1883308.250000 Penalty: 3114.141357
	Iteration 28Q: 3 clusters Score -1883308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1883313.375000 Penalty: 3114.141357
	Iteration 29Q: 3 clusters Score -1883313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1883322.875000 Penalty: 3114.141357
	Iteration 30Q: 3 clusters Score -1883323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1883323.875000 Penalty: 3114.141357
	Iteration 31Q: 3 clusters Score -1883324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1883328.125000 Penalty: 3114.141357
	Iteration 32Q: 3 clusters Score -1883328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1883329.000000 Penalty: 3114.141357
	Iteration 33Q: 3 clusters Score -1883329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1883330.625000 Penalty: 3114.141357
	Iteration 34Q: 3 clusters Score -1883331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1883329.750000 Penalty: 3114.141357
	Iteration 35Q: 3 clusters Score -1883330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1883329.750000 Penalty: 3114.141357
	Iteration 36F: 3 clusters Score -1883330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -334697.968750 Penalty: 1280.261841
	Iteration 0F: 2 clusters Score -334698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -332198.531250 Penalty: 2560.523682
	Iteration 0F: 3 clusters Score -332198.5 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332913.843750 Penalty: 2560.523682
	Iteration 1F: 3 clusters Score -332913.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -333161.156250 Penalty: 2560.523682
	Iteration 2F: 3 clusters Score -333161.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -333318.312500 Penalty: 2560.523682
	Iteration 3F: 3 clusters Score -333318.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -333432.875000 Penalty: 2560.523682
	Iteration 4Q: 3 clusters Score -333432.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -333544.968750 Penalty: 2560.523682
	Iteration 5Q: 3 clusters Score -333545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -333640.468750 Penalty: 2560.523682
	Iteration 6Q: 3 clusters Score -333640.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -333703.343750 Penalty: 2560.523682
	Iteration 7Q: 3 clusters Score -333703.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -333761.781250 Penalty: 2560.523682
	Iteration 8Q: 3 clusters Score -333761.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -333811.718750 Penalty: 2560.523682
	Iteration 9Q: 3 clusters Score -333811.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -333843.687500 Penalty: 2560.523682
	Iteration 10Q: 3 clusters Score -333843.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -333866.625000 Penalty: 2560.523682
	Iteration 11Q: 3 clusters Score -333866.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -333882.531250 Penalty: 2560.523682
	Iteration 12Q: 3 clusters Score -333882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -333890.000000 Penalty: 2560.523682
	Iteration 13Q: 3 clusters Score -333890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -333898.968750 Penalty: 2560.523682
	Iteration 14Q: 3 clusters Score -333899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -333906.718750 Penalty: 2560.523682
	Iteration 15Q: 3 clusters Score -333906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -333913.781250 Penalty: 2560.523682
	Iteration 16Q: 3 clusters Score -333913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -333919.406250 Penalty: 2560.523682
	Iteration 17Q: 3 clusters Score -333919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -333926.437500 Penalty: 2560.523682
	Iteration 18Q: 3 clusters Score -333926.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -333931.625000 Penalty: 2560.523682
	Iteration 19Q: 3 clusters Score -333931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -333935.781250 Penalty: 2560.523682
	Iteration 20F: 3 clusters Score -333935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -333945.250000 Penalty: 2560.523682
	Iteration 21Q: 3 clusters Score -333945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -333951.937500 Penalty: 2560.523682
	Iteration 22Q: 3 clusters Score -333951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -333955.156250 Penalty: 2560.523682
	Iteration 23Q: 3 clusters Score -333955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -333961.531250 Penalty: 2560.523682
	Iteration 24Q: 3 clusters Score -333961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -333965.375000 Penalty: 2560.523682
	Iteration 25Q: 3 clusters Score -333965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -333969.281250 Penalty: 2560.523682
	Iteration 26Q: 3 clusters Score -333969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -333975.031250 Penalty: 2560.523682
	Iteration 27Q: 3 clusters Score -333975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -333979.187500 Penalty: 2560.523682
	Iteration 28Q: 3 clusters Score -333979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -333981.531250 Penalty: 2560.523682
	Iteration 29Q: 3 clusters Score -333981.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -333986.312500 Penalty: 2560.523682
	Iteration 30Q: 3 clusters Score -333986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -333989.562500 Penalty: 2560.523682
	Iteration 31Q: 3 clusters Score -333989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -333990.156250 Penalty: 2560.523682
	Iteration 32Q: 3 clusters Score -333990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -333990.562500 Penalty: 2560.523682
	Iteration 33Q: 3 clusters Score -333990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -333990.562500 Penalty: 2560.523682
	Iteration 34F: 3 clusters Score -333990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9025.738281 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -9025.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8606.198242 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -8606.198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8734.216797 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -8734.217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8756.483398 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -8756.483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8756.483398 Penalty: 1576.909790
	Iteration 3F: 3 clusters Score -8756.483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Entering Unmasked Estep 
Score: -7718787.000000 Penalty: 1788.945068
	Iteration 0F: 2 clusters Score -7718787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -7678418.500000 Penalty: 3577.890137
	Iteration 0F: 3 clusters Score -7678418 nChanged 28628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -7694710.500000 Penalty: 3577.890137
	Iteration 1F: 3 clusters Score -7694710 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -7695224.000000 Penalty: 3577.890137
	Iteration 2Q: 3 clusters Score -7695224 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -7695923.500000 Penalty: 3577.890137
	Iteration 3Q: 3 clusters Score -7695924 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -7696666.500000 Penalty: 3577.890137
	Iteration 4Q: 3 clusters Score -7696666 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7697636.500000 Penalty: 3577.890137
	Iteration 5Q: 3 clusters Score -7697636 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7699052.500000 Penalty: 3577.890137
	Iteration 6Q: 3 clusters Score -7699052 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -7700851.000000 Penalty: 3577.890137
	Iteration 7F: 3 clusters Score -7700851 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -7703101.500000 Penalty: 3577.890137
	Iteration 8F: 3 clusters Score -7703102 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -7705313.500000 Penalty: 3577.890137
	Iteration 9F: 3 clusters Score -7705314 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -7706778.000000 Penalty: 3577.890137
	Iteration 10Q: 3 clusters Score -7706778 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -7707480.500000 Penalty: 3577.890137
	Iteration 11Q: 3 clusters Score -7707480 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -7707759.000000 Penalty: 3577.890137
	Iteration 12Q: 3 clusters Score -7707759 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7707858.500000 Penalty: 3577.890137
	Iteration 13Q: 3 clusters Score -7707858 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7707977.500000 Penalty: 3577.890137
	Iteration 14Q: 3 clusters Score -7707978 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -7708091.500000 Penalty: 3577.890137
	Iteration 15Q: 3 clusters Score -7708092 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7708230.500000 Penalty: 3577.890137
	Iteration 16Q: 3 clusters Score -7708230 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -7708361.000000 Penalty: 3577.890137
	Iteration 17Q: 3 clusters Score -7708361 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -7708447.000000 Penalty: 3577.890137
	Iteration 18Q: 3 clusters Score -7708447 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -7708548.000000 Penalty: 3577.890137
	Iteration 19Q: 3 clusters Score -7708548 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -7708676.000000 Penalty: 3577.890137
	Iteration 20F: 3 clusters Score -7708676 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -7708811.500000 Penalty: 3577.890137
	Iteration 21Q: 3 clusters Score -7708812 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -7708960.500000 Penalty: 3577.890137
	Iteration 22Q: 3 clusters Score -7708960 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -7709095.500000 Penalty: 3577.890137
	Iteration 23Q: 3 clusters Score -7709096 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -7709282.500000 Penalty: 3577.890137
	Iteration 24Q: 3 clusters Score -7709282 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -7709455.000000 Penalty: 3577.890137
	Iteration 25Q: 3 clusters Score -7709455 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -7709658.500000 Penalty: 3577.890137
	Iteration 26Q: 3 clusters Score -7709658 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -7709905.000000 Penalty: 3577.890137
	Iteration 27Q: 3 clusters Score -7709905 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7710173.000000 Penalty: 3577.890137
	Iteration 28Q: 3 clusters Score -7710173 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -7710509.000000 Penalty: 3577.890137
	Iteration 29Q: 3 clusters Score -7710509 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -7710909.000000 Penalty: 3577.890137
	Iteration 30Q: 3 clusters Score -7710909 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -7711304.000000 Penalty: 3577.890137
	Iteration 31Q: 3 clusters Score -7711304 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -7711721.500000 Penalty: 3577.890137
	Iteration 32Q: 3 clusters Score -7711722 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7712114.000000 Penalty: 3577.890137
	Iteration 33Q: 3 clusters Score -7712114 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -7712414.000000 Penalty: 3577.890137
	Iteration 34Q: 3 clusters Score -7712414 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -7712777.500000 Penalty: 3577.890137
	Iteration 35Q: 3 clusters Score -7712778 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -7713064.000000 Penalty: 3577.890137
	Iteration 36Q: 3 clusters Score -7713064 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -7713358.000000 Penalty: 3577.890137
	Iteration 37Q: 3 clusters Score -7713358 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -7713593.500000 Penalty: 3577.890137
	Iteration 38Q: 3 clusters Score -7713594 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -7713859.500000 Penalty: 3577.890137
	Iteration 39Q: 3 clusters Score -7713860 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -7714082.000000 Penalty: 3577.890137
	Iteration 40F: 3 clusters Score -7714082 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -7714374.500000 Penalty: 3577.890137
	Iteration 41Q: 3 clusters Score -7714374 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7714584.500000 Penalty: 3577.890137
	Iteration 42Q: 3 clusters Score -7714584 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -7714838.500000 Penalty: 3577.890137
	Iteration 43Q: 3 clusters Score -7714838 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -7715073.500000 Penalty: 3577.890137
	Iteration 44Q: 3 clusters Score -7715074 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -7715303.000000 Penalty: 3577.890137
	Iteration 45Q: 3 clusters Score -7715303 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -7715493.500000 Penalty: 3577.890137
	Iteration 46Q: 3 clusters Score -7715494 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7715713.500000 Penalty: 3577.890137
	Iteration 47Q: 3 clusters Score -7715714 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7715911.000000 Penalty: 3577.890137
	Iteration 48Q: 3 clusters Score -7715911 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -7716095.500000 Penalty: 3577.890137
	Iteration 49Q: 3 clusters Score -7716096 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7716258.500000 Penalty: 3577.890137
	Iteration 50Q: 3 clusters Score -7716258 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7716391.000000 Penalty: 3577.890137
	Iteration 51Q: 3 clusters Score -7716391 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7716542.000000 Penalty: 3577.890137
	Iteration 52Q: 3 clusters Score -7716542 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7716725.500000 Penalty: 3577.890137
	Iteration 53Q: 3 clusters Score -7716726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7716831.500000 Penalty: 3577.890137
	Iteration 54Q: 3 clusters Score -7716832 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7716932.500000 Penalty: 3577.890137
	Iteration 55Q: 3 clusters Score -7716932 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7717028.500000 Penalty: 3577.890137
	Iteration 56Q: 3 clusters Score -7717028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7717109.500000 Penalty: 3577.890137
	Iteration 57Q: 3 clusters Score -7717110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7717148.000000 Penalty: 3577.890137
	Iteration 58Q: 3 clusters Score -7717148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7717192.500000 Penalty: 3577.890137
	Iteration 59Q: 3 clusters Score -7717192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7717227.500000 Penalty: 3577.890137
	Iteration 60F: 3 clusters Score -7717228 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7717268.000000 Penalty: 3577.890137
	Iteration 61Q: 3 clusters Score -7717268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7717289.000000 Penalty: 3577.890137
	Iteration 62Q: 3 clusters Score -7717289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7717300.000000 Penalty: 3577.890137
	Iteration 63Q: 3 clusters Score -7717300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7717324.500000 Penalty: 3577.890137
	Iteration 64Q: 3 clusters Score -7717324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7717334.500000 Penalty: 3577.890137
	Iteration 65Q: 3 clusters Score -7717334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7717328.000000 Penalty: 3577.890137
	Iteration 66Q: 3 clusters Score -7717328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7717344.500000 Penalty: 3577.890137
	Iteration 67Q: 3 clusters Score -7717344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7717353.500000 Penalty: 3577.890137
	Iteration 68Q: 3 clusters Score -7717354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7717372.000000 Penalty: 3577.890137
	Iteration 69Q: 3 clusters Score -7717372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7717387.500000 Penalty: 3577.890137
	Iteration 70Q: 3 clusters Score -7717388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7717400.000000 Penalty: 3577.890137
	Iteration 71Q: 3 clusters Score -7717400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7717394.000000 Penalty: 3577.890137
	Iteration 72Q: 3 clusters Score -7717394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7717397.500000 Penalty: 3577.890137
	Iteration 73Q: 3 clusters Score -7717398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7717402.000000 Penalty: 3577.890137
	Iteration 74Q: 3 clusters Score -7717402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7717404.000000 Penalty: 3577.890137
	Iteration 75Q: 3 clusters Score -7717404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7717400.000000 Penalty: 3577.890137
	Iteration 76Q: 3 clusters Score -7717400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7717407.500000 Penalty: 3577.890137
	Iteration 77Q: 3 clusters Score -7717408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7717407.500000 Penalty: 3577.890137
	Iteration 78Q: 3 clusters Score -7717408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7717409.000000 Penalty: 3577.890137
	Iteration 79Q: 3 clusters Score -7717409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7717408.500000 Penalty: 3577.890137
	Iteration 80F: 3 clusters Score -7717408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7717416.000000 Penalty: 3577.890137
	Iteration 81Q: 3 clusters Score -7717416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7717410.500000 Penalty: 3577.890137
	Iteration 82Q: 3 clusters Score -7717410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7717416.500000 Penalty: 3577.890137
	Iteration 83Q: 3 clusters Score -7717416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7717422.000000 Penalty: 3577.890137
	Iteration 84Q: 3 clusters Score -7717422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7717426.500000 Penalty: 3577.890137
	Iteration 85Q: 3 clusters Score -7717426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7717425.500000 Penalty: 3577.890137
	Iteration 86Q: 3 clusters Score -7717426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7717425.500000 Penalty: 3577.890137
	Iteration 87F: 3 clusters Score -7717426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Entering Unmasked Estep 
Score: -8209742.500000 Penalty: 1792.481445
	Iteration 0F: 2 clusters Score -8209742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -8168830.000000 Penalty: 3584.962891
	Iteration 0F: 3 clusters Score -8168830 nChanged 29046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -8185284.000000 Penalty: 3584.962891
	Iteration 1F: 3 clusters Score -8185284 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -8185799.000000 Penalty: 3584.962891
	Iteration 2Q: 3 clusters Score -8185799 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8186428.500000 Penalty: 3584.962891
	Iteration 3Q: 3 clusters Score -8186428 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8187097.000000 Penalty: 3584.962891
	Iteration 4Q: 3 clusters Score -8187097 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -8187957.000000 Penalty: 3584.962891
	Iteration 5Q: 3 clusters Score -8187957 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8189238.500000 Penalty: 3584.962891
	Iteration 6Q: 3 clusters Score -8189238 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -8191018.000000 Penalty: 3584.962891
	Iteration 7F: 3 clusters Score -8191018 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8193372.500000 Penalty: 3584.962891
	Iteration 8F: 3 clusters Score -8193372 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8196022.500000 Penalty: 3584.962891
	Iteration 9F: 3 clusters Score -8196022 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -8198302.500000 Penalty: 3584.962891
	Iteration 10F: 3 clusters Score -8198302 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8200101.000000 Penalty: 3584.962891
	Iteration 11Q: 3 clusters Score -8200101 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -8201300.500000 Penalty: 3584.962891
	Iteration 12Q: 3 clusters Score -8201300 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -8202202.500000 Penalty: 3584.962891
	Iteration 13Q: 3 clusters Score -8202202 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -8203021.500000 Penalty: 3584.962891
	Iteration 14Q: 3 clusters Score -8203022 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -8203747.500000 Penalty: 3584.962891
	Iteration 15Q: 3 clusters Score -8203748 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -8204333.000000 Penalty: 3584.962891
	Iteration 16Q: 3 clusters Score -8204333 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -8204812.500000 Penalty: 3584.962891
	Iteration 17Q: 3 clusters Score -8204812 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -8205217.000000 Penalty: 3584.962891
	Iteration 18Q: 3 clusters Score -8205217 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -8205560.000000 Penalty: 3584.962891
	Iteration 19Q: 3 clusters Score -8205560 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -8205795.000000 Penalty: 3584.962891
	Iteration 20F: 3 clusters Score -8205795 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -8206066.000000 Penalty: 3584.962891
	Iteration 21Q: 3 clusters Score -8206066 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -8206295.000000 Penalty: 3584.962891
	Iteration 22Q: 3 clusters Score -8206295 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -8206517.000000 Penalty: 3584.962891
	Iteration 23Q: 3 clusters Score -8206517 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -8206716.000000 Penalty: 3584.962891
	Iteration 24Q: 3 clusters Score -8206716 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -8206886.000000 Penalty: 3584.962891
	Iteration 25Q: 3 clusters Score -8206886 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -8207043.500000 Penalty: 3584.962891
	Iteration 26Q: 3 clusters Score -8207044 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -8207182.000000 Penalty: 3584.962891
	Iteration 27Q: 3 clusters Score -8207182 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -8207299.500000 Penalty: 3584.962891
	Iteration 28Q: 3 clusters Score -8207300 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -8207386.000000 Penalty: 3584.962891
	Iteration 29Q: 3 clusters Score -8207386 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -8207507.500000 Penalty: 3584.962891
	Iteration 30Q: 3 clusters Score -8207508 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -8207603.000000 Penalty: 3584.962891
	Iteration 31Q: 3 clusters Score -8207603 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -8207675.500000 Penalty: 3584.962891
	Iteration 32Q: 3 clusters Score -8207676 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -8207747.500000 Penalty: 3584.962891
	Iteration 33Q: 3 clusters Score -8207748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -8207827.000000 Penalty: 3584.962891
	Iteration 34Q: 3 clusters Score -8207827 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -8207910.500000 Penalty: 3584.962891
	Iteration 35Q: 3 clusters Score -8207910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -8207980.500000 Penalty: 3584.962891
	Iteration 36Q: 3 clusters Score -8207980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -8208019.500000 Penalty: 3584.962891
	Iteration 37Q: 3 clusters Score -8208020 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -8208028.000000 Penalty: 3584.962891
	Iteration 38Q: 3 clusters Score -8208028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -8208039.500000 Penalty: 3584.962891
	Iteration 39Q: 3 clusters Score -8208040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -8208071.000000 Penalty: 3584.962891
	Iteration 40F: 3 clusters Score -8208071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -8208099.500000 Penalty: 3584.962891
	Iteration 41Q: 3 clusters Score -8208100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -8208106.500000 Penalty: 3584.962891
	Iteration 42Q: 3 clusters Score -8208106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -8208120.000000 Penalty: 3584.962891
	Iteration 43Q: 3 clusters Score -8208120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -8208140.500000 Penalty: 3584.962891
	Iteration 44Q: 3 clusters Score -8208140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -8208145.000000 Penalty: 3584.962891
	Iteration 45Q: 3 clusters Score -8208145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -8208156.000000 Penalty: 3584.962891
	Iteration 46Q: 3 clusters Score -8208156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -8208161.500000 Penalty: 3584.962891
	Iteration 47Q: 3 clusters Score -8208162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -8208168.000000 Penalty: 3584.962891
	Iteration 48Q: 3 clusters Score -8208168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -8208179.000000 Penalty: 3584.962891
	Iteration 49Q: 3 clusters Score -8208179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -8208188.000000 Penalty: 3584.962891
	Iteration 50Q: 3 clusters Score -8208188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -8208196.000000 Penalty: 3584.962891
	Iteration 51Q: 3 clusters Score -8208196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -8208202.500000 Penalty: 3584.962891
	Iteration 52Q: 3 clusters Score -8208202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -8208195.000000 Penalty: 3584.962891
	Iteration 53Q: 3 clusters Score -8208195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -8208194.500000 Penalty: 3584.962891
	Iteration 54Q: 3 clusters Score -8208194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -8208199.000000 Penalty: 3584.962891
	Iteration 55Q: 3 clusters Score -8208199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -8208201.000000 Penalty: 3584.962891
	Iteration 56Q: 3 clusters Score -8208201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -8208210.500000 Penalty: 3584.962891
	Iteration 57Q: 3 clusters Score -8208210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -8208210.000000 Penalty: 3584.962891
	Iteration 58Q: 3 clusters Score -8208210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -8208222.000000 Penalty: 3584.962891
	Iteration 59Q: 3 clusters Score -8208222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -8208227.500000 Penalty: 3584.962891
	Iteration 60F: 3 clusters Score -8208228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -8208228.500000 Penalty: 3584.962891
	Iteration 61Q: 3 clusters Score -8208228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -8208235.000000 Penalty: 3584.962891
	Iteration 62Q: 3 clusters Score -8208235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -8208235.000000 Penalty: 3584.962891
	Iteration 63Q: 3 clusters Score -8208235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8208235.000000 Penalty: 3584.962891
	Iteration 64Q: 3 clusters Score -8208235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -8208235.500000 Penalty: 3584.962891
	Iteration 65Q: 3 clusters Score -8208236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8208237.000000 Penalty: 3584.962891
	Iteration 66Q: 3 clusters Score -8208237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -8208239.500000 Penalty: 3584.962891
	Iteration 67Q: 3 clusters Score -8208240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -8208239.500000 Penalty: 3584.962891
	Iteration 68Q: 3 clusters Score -8208240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -8208236.500000 Penalty: 3584.962891
	Iteration 69Q: 3 clusters Score -8208236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -8208235.000000 Penalty: 3584.962891
	Iteration 70Q: 3 clusters Score -8208235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -8208233.500000 Penalty: 3584.962891
	Iteration 71Q: 3 clusters Score -8208234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -8208233.500000 Penalty: 3584.962891
	Iteration 72F: 3 clusters Score -8208234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -656558.062500 Penalty: 1391.010010
	Iteration 0F: 2 clusters Score -656558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -652391.937500 Penalty: 2782.020020
	Iteration 0F: 3 clusters Score -652391.9 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -653530.250000 Penalty: 2782.020020
	Iteration 1F: 3 clusters Score -653530.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -653705.312500 Penalty: 2782.020020
	Iteration 2F: 3 clusters Score -653705.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -653830.312500 Penalty: 2782.020020
	Iteration 3F: 3 clusters Score -653830.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -653921.375000 Penalty: 2782.020020
	Iteration 4Q: 3 clusters Score -653921.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -653992.687500 Penalty: 2782.020020
	Iteration 5Q: 3 clusters Score -653992.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -654068.062500 Penalty: 2782.020020
	Iteration 6Q: 3 clusters Score -654068.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -654158.812500 Penalty: 2782.020020
	Iteration 7Q: 3 clusters Score -654158.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -654273.375000 Penalty: 2782.020020
	Iteration 8Q: 3 clusters Score -654273.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -654377.000000 Penalty: 2782.020020
	Iteration 9Q: 3 clusters Score -654377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -654461.875000 Penalty: 2782.020020
	Iteration 10Q: 3 clusters Score -654461.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -654529.312500 Penalty: 2782.020020
	Iteration 11Q: 3 clusters Score -654529.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -654575.625000 Penalty: 2782.020020
	Iteration 12Q: 3 clusters Score -654575.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -654613.125000 Penalty: 2782.020020
	Iteration 13Q: 3 clusters Score -654613.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -654654.375000 Penalty: 2782.020020
	Iteration 14Q: 3 clusters Score -654654.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -654692.250000 Penalty: 2782.020020
	Iteration 15Q: 3 clusters Score -654692.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -654718.875000 Penalty: 2782.020020
	Iteration 16Q: 3 clusters Score -654718.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -654741.000000 Penalty: 2782.020020
	Iteration 17Q: 3 clusters Score -654741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -654761.375000 Penalty: 2782.020020
	Iteration 18Q: 3 clusters Score -654761.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -654783.187500 Penalty: 2782.020020
	Iteration 19Q: 3 clusters Score -654783.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -654801.000000 Penalty: 2782.020020
	Iteration 20F: 3 clusters Score -654801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -654820.312500 Penalty: 2782.020020
	Iteration 21Q: 3 clusters Score -654820.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -654830.187500 Penalty: 2782.020020
	Iteration 22Q: 3 clusters Score -654830.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -654839.062500 Penalty: 2782.020020
	Iteration 23Q: 3 clusters Score -654839.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -654841.687500 Penalty: 2782.020020
	Iteration 24Q: 3 clusters Score -654841.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -654846.187500 Penalty: 2782.020020
	Iteration 25Q: 3 clusters Score -654846.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -654852.250000 Penalty: 2782.020020
	Iteration 26Q: 3 clusters Score -654852.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -654859.687500 Penalty: 2782.020020
	Iteration 27Q: 3 clusters Score -654859.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -654867.312500 Penalty: 2782.020020
	Iteration 28Q: 3 clusters Score -654867.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -654874.062500 Penalty: 2782.020020
	Iteration 29Q: 3 clusters Score -654874.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -654882.812500 Penalty: 2782.020020
	Iteration 30Q: 3 clusters Score -654882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -654891.062500 Penalty: 2782.020020
	Iteration 31Q: 3 clusters Score -654891.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -654899.312500 Penalty: 2782.020020
	Iteration 32Q: 3 clusters Score -654899.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -654903.375000 Penalty: 2782.020020
	Iteration 33Q: 3 clusters Score -654903.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -654909.875000 Penalty: 2782.020020
	Iteration 34Q: 3 clusters Score -654909.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -654917.812500 Penalty: 2782.020020
	Iteration 35Q: 3 clusters Score -654917.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -654923.625000 Penalty: 2782.020020
	Iteration 36Q: 3 clusters Score -654923.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -654932.437500 Penalty: 2782.020020
	Iteration 37Q: 3 clusters Score -654932.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -654938.750000 Penalty: 2782.020020
	Iteration 38Q: 3 clusters Score -654938.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -654944.500000 Penalty: 2782.020020
	Iteration 39Q: 3 clusters Score -654944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -654948.375000 Penalty: 2782.020020
	Iteration 40F: 3 clusters Score -654948.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -654953.937500 Penalty: 2782.020020
	Iteration 41Q: 3 clusters Score -654953.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -654958.312500 Penalty: 2782.020020
	Iteration 42Q: 3 clusters Score -654958.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -654964.937500 Penalty: 2782.020020
	Iteration 43Q: 3 clusters Score -654964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -654972.125000 Penalty: 2782.020020
	Iteration 44Q: 3 clusters Score -654972.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -654980.125000 Penalty: 2782.020020
	Iteration 45Q: 3 clusters Score -654980.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -654985.562500 Penalty: 2782.020020
	Iteration 46Q: 3 clusters Score -654985.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -654995.000000 Penalty: 2782.020020
	Iteration 47Q: 3 clusters Score -654995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -655000.375000 Penalty: 2782.020020
	Iteration 48Q: 3 clusters Score -655000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -655003.375000 Penalty: 2782.020020
	Iteration 49Q: 3 clusters Score -655003.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -655006.625000 Penalty: 2782.020020
	Iteration 50Q: 3 clusters Score -655006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -655007.375000 Penalty: 2782.020020
	Iteration 51Q: 3 clusters Score -655007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -655008.687500 Penalty: 2782.020020
	Iteration 52Q: 3 clusters Score -655008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -655010.125000 Penalty: 2782.020020
	Iteration 53Q: 3 clusters Score -655010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -655011.312500 Penalty: 2782.020020
	Iteration 54Q: 3 clusters Score -655011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -655011.125000 Penalty: 2782.020020
	Iteration 55Q: 3 clusters Score -655011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -655012.312500 Penalty: 2782.020020
	Iteration 56Q: 3 clusters Score -655012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -655011.812500 Penalty: 2782.020020
	Iteration 57Q: 3 clusters Score -655011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -655011.812500 Penalty: 2782.020020
	Iteration 58Q: 3 clusters Score -655011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -655013.250000 Penalty: 2782.020020
	Iteration 59Q: 3 clusters Score -655013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -655013.125000 Penalty: 2782.020020
	Iteration 60F: 3 clusters Score -655013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -655013.125000 Penalty: 2782.020020
	Iteration 61Q: 3 clusters Score -655013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -655014.687500 Penalty: 2782.020020
	Iteration 62Q: 3 clusters Score -655014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -655015.375000 Penalty: 2782.020020
	Iteration 63Q: 3 clusters Score -655015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -655018.875000 Penalty: 2782.020020
	Iteration 64Q: 3 clusters Score -655018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -655019.750000 Penalty: 2782.020020
	Iteration 65Q: 3 clusters Score -655019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -655021.375000 Penalty: 2782.020020
	Iteration 66Q: 3 clusters Score -655021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -655021.750000 Penalty: 2782.020020
	Iteration 67Q: 3 clusters Score -655021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -655024.875000 Penalty: 2782.020020
	Iteration 68Q: 3 clusters Score -655024.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -655027.625000 Penalty: 2782.020020
	Iteration 69Q: 3 clusters Score -655027.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -655033.875000 Penalty: 2782.020020
	Iteration 70Q: 3 clusters Score -655033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -655040.250000 Penalty: 2782.020020
	Iteration 71Q: 3 clusters Score -655040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -655045.062500 Penalty: 2782.020020
	Iteration 72Q: 3 clusters Score -655045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -655049.437500 Penalty: 2782.020020
	Iteration 73Q: 3 clusters Score -655049.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -655054.625000 Penalty: 2782.020020
	Iteration 74Q: 3 clusters Score -655054.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -655061.375000 Penalty: 2782.020020
	Iteration 75Q: 3 clusters Score -655061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -655069.875000 Penalty: 2782.020020
	Iteration 76Q: 3 clusters Score -655069.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -655080.375000 Penalty: 2782.020020
	Iteration 77Q: 3 clusters Score -655080.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -655088.437500 Penalty: 2782.020020
	Iteration 78Q: 3 clusters Score -655088.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -655094.000000 Penalty: 2782.020020
	Iteration 79Q: 3 clusters Score -655094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -655102.500000 Penalty: 2782.020020
	Iteration 80F: 3 clusters Score -655102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -655111.437500 Penalty: 2782.020020
	Iteration 81Q: 3 clusters Score -655111.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -655121.750000 Penalty: 2782.020020
	Iteration 82Q: 3 clusters Score -655121.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -655135.687500 Penalty: 2782.020020
	Iteration 83Q: 3 clusters Score -655135.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -655149.750000 Penalty: 2782.020020
	Iteration 84Q: 3 clusters Score -655149.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -655156.937500 Penalty: 2782.020020
	Iteration 85Q: 3 clusters Score -655156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -655163.687500 Penalty: 2782.020020
	Iteration 86Q: 3 clusters Score -655163.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -655168.875000 Penalty: 2782.020020
	Iteration 87Q: 3 clusters Score -655168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655173.250000 Penalty: 2782.020020
	Iteration 88Q: 3 clusters Score -655173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -655182.312500 Penalty: 2782.020020
	Iteration 89Q: 3 clusters Score -655182.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -655190.437500 Penalty: 2782.020020
	Iteration 90Q: 3 clusters Score -655190.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -655203.875000 Penalty: 2782.020020
	Iteration 91Q: 3 clusters Score -655203.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -655210.937500 Penalty: 2782.020020
	Iteration 92Q: 3 clusters Score -655210.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -655215.750000 Penalty: 2782.020020
	Iteration 93Q: 3 clusters Score -655215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -655217.687500 Penalty: 2782.020020
	Iteration 94Q: 3 clusters Score -655217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -655220.125000 Penalty: 2782.020020
	Iteration 95Q: 3 clusters Score -655220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -655221.937500 Penalty: 2782.020020
	Iteration 96Q: 3 clusters Score -655221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -655223.187500 Penalty: 2782.020020
	Iteration 97Q: 3 clusters Score -655223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -655226.125000 Penalty: 2782.020020
	Iteration 98Q: 3 clusters Score -655226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -655226.062500 Penalty: 2782.020020
	Iteration 99Q: 3 clusters Score -655226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -655226.062500 Penalty: 2782.020020
	Iteration 100F: 3 clusters Score -655226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Entering Unmasked Estep 
Score: -11184151.000000 Penalty: 1844.100464
	Iteration 0F: 2 clusters Score -1.118415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -11130631.000000 Penalty: 3688.200928
	Iteration 0F: 3 clusters Score -1.113063e+07 nChanged 40416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -11153998.000000 Penalty: 3688.200928
	Iteration 1F: 3 clusters Score -1.1154e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -11154691.000000 Penalty: 3688.200928
	Iteration 2Q: 3 clusters Score -1.115469e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -11155519.000000 Penalty: 3688.200928
	Iteration 3Q: 3 clusters Score -1.115552e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -11156313.000000 Penalty: 3688.200928
	Iteration 4Q: 3 clusters Score -1.115631e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -11157245.000000 Penalty: 3688.200928
	Iteration 5Q: 3 clusters Score -1.115724e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -11158247.000000 Penalty: 3688.200928
	Iteration 6Q: 3 clusters Score -1.115825e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -11159245.000000 Penalty: 3688.200928
	Iteration 7Q: 3 clusters Score -1.115924e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -11160248.000000 Penalty: 3688.200928
	Iteration 8Q: 3 clusters Score -1.116025e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -11161155.000000 Penalty: 3688.200928
	Iteration 9Q: 3 clusters Score -1.116116e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -11162030.000000 Penalty: 3688.200928
	Iteration 10Q: 3 clusters Score -1.116203e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -11162954.000000 Penalty: 3688.200928
	Iteration 11Q: 3 clusters Score -1.116295e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -11164010.000000 Penalty: 3688.200928
	Iteration 12Q: 3 clusters Score -1.116401e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -11165355.000000 Penalty: 3688.200928
	Iteration 13Q: 3 clusters Score -1.116536e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -11167074.000000 Penalty: 3688.200928
	Iteration 14Q: 3 clusters Score -1.116707e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -11169387.000000 Penalty: 3688.200928
	Iteration 15F: 3 clusters Score -1.116939e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -11172686.000000 Penalty: 3688.200928
	Iteration 16F: 3 clusters Score -1.117269e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -11176404.000000 Penalty: 3688.200928
	Iteration 17F: 3 clusters Score -1.11764e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -11179732.000000 Penalty: 3688.200928
	Iteration 18Q: 3 clusters Score -1.117973e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -11181553.000000 Penalty: 3688.200928
	Iteration 19Q: 3 clusters Score -1.118155e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -11182220.000000 Penalty: 3688.200928
	Iteration 20F: 3 clusters Score -1.118222e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -11182383.000000 Penalty: 3688.200928
	Iteration 21Q: 3 clusters Score -1.118238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -11182431.000000 Penalty: 3688.200928
	Iteration 22Q: 3 clusters Score -1.118243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -11182463.000000 Penalty: 3688.200928
	Iteration 23Q: 3 clusters Score -1.118246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -11182474.000000 Penalty: 3688.200928
	Iteration 24Q: 3 clusters Score -1.118247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -11182475.000000 Penalty: 3688.200928
	Iteration 25Q: 3 clusters Score -1.118248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -11182485.000000 Penalty: 3688.200928
	Iteration 26Q: 3 clusters Score -1.118248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -11182485.000000 Penalty: 3688.200928
	Iteration 27F: 3 clusters Score -1.118248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Entering Unmasked Estep 
Score: -3510637.250000 Penalty: 1661.902466
	Iteration 0F: 2 clusters Score -3510637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3492158.500000 Penalty: 3323.804932
	Iteration 0F: 3 clusters Score -3492158 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3499436.000000 Penalty: 3323.804932
	Iteration 1F: 3 clusters Score -3499436 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3500309.500000 Penalty: 3323.804932
	Iteration 2F: 3 clusters Score -3500310 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3501302.750000 Penalty: 3323.804932
	Iteration 3F: 3 clusters Score -3501303 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3502336.250000 Penalty: 3323.804932
	Iteration 4F: 3 clusters Score -3502336 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3503408.500000 Penalty: 3323.804932
	Iteration 5F: 3 clusters Score -3503408 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3504364.250000 Penalty: 3323.804932
	Iteration 6F: 3 clusters Score -3504364 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3505228.500000 Penalty: 3323.804932
	Iteration 7F: 3 clusters Score -3505228 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3505937.500000 Penalty: 3323.804932
	Iteration 8Q: 3 clusters Score -3505938 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3506556.750000 Penalty: 3323.804932
	Iteration 9Q: 3 clusters Score -3506557 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3506997.500000 Penalty: 3323.804932
	Iteration 10Q: 3 clusters Score -3506998 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3507439.250000 Penalty: 3323.804932
	Iteration 11Q: 3 clusters Score -3507439 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3507860.250000 Penalty: 3323.804932
	Iteration 12Q: 3 clusters Score -3507860 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3508209.500000 Penalty: 3323.804932
	Iteration 13Q: 3 clusters Score -3508210 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3508571.250000 Penalty: 3323.804932
	Iteration 14Q: 3 clusters Score -3508571 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3508847.750000 Penalty: 3323.804932
	Iteration 15Q: 3 clusters Score -3508848 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3509049.750000 Penalty: 3323.804932
	Iteration 16Q: 3 clusters Score -3509050 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3509190.000000 Penalty: 3323.804932
	Iteration 17Q: 3 clusters Score -3509190 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3509281.750000 Penalty: 3323.804932
	Iteration 18Q: 3 clusters Score -3509282 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3509328.750000 Penalty: 3323.804932
	Iteration 19Q: 3 clusters Score -3509329 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3509367.000000 Penalty: 3323.804932
	Iteration 20F: 3 clusters Score -3509367 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3509377.250000 Penalty: 3323.804932
	Iteration 21Q: 3 clusters Score -3509377 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3509391.750000 Penalty: 3323.804932
	Iteration 22Q: 3 clusters Score -3509392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3509402.500000 Penalty: 3323.804932
	Iteration 23Q: 3 clusters Score -3509402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3509412.250000 Penalty: 3323.804932
	Iteration 24Q: 3 clusters Score -3509412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3509419.000000 Penalty: 3323.804932
	Iteration 25Q: 3 clusters Score -3509419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3509425.750000 Penalty: 3323.804932
	Iteration 26Q: 3 clusters Score -3509426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3509430.000000 Penalty: 3323.804932
	Iteration 27Q: 3 clusters Score -3509430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3509433.000000 Penalty: 3323.804932
	Iteration 28Q: 3 clusters Score -3509433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3509430.500000 Penalty: 3323.804932
	Iteration 29Q: 3 clusters Score -3509430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3509439.500000 Penalty: 3323.804932
	Iteration 30Q: 3 clusters Score -3509440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3509440.750000 Penalty: 3323.804932
	Iteration 31Q: 3 clusters Score -3509441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3509453.750000 Penalty: 3323.804932
	Iteration 32Q: 3 clusters Score -3509454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3509455.000000 Penalty: 3323.804932
	Iteration 33Q: 3 clusters Score -3509455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3509457.250000 Penalty: 3323.804932
	Iteration 34Q: 3 clusters Score -3509457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3509465.500000 Penalty: 3323.804932
	Iteration 35Q: 3 clusters Score -3509466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3509465.500000 Penalty: 3323.804932
	Iteration 36Q: 3 clusters Score -3509466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3509470.500000 Penalty: 3323.804932
	Iteration 37Q: 3 clusters Score -3509470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3509469.750000 Penalty: 3323.804932
	Iteration 38Q: 3 clusters Score -3509470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3509477.000000 Penalty: 3323.804932
	Iteration 39Q: 3 clusters Score -3509477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3509475.750000 Penalty: 3323.804932
	Iteration 40F: 3 clusters Score -3509476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3509468.250000 Penalty: 3323.804932
	Iteration 41Q: 3 clusters Score -3509468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3509469.000000 Penalty: 3323.804932
	Iteration 42Q: 3 clusters Score -3509469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3509467.500000 Penalty: 3323.804932
	Iteration 43Q: 3 clusters Score -3509468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3509472.500000 Penalty: 3323.804932
	Iteration 44Q: 3 clusters Score -3509472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3509473.000000 Penalty: 3323.804932
	Iteration 45Q: 3 clusters Score -3509473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3509473.250000 Penalty: 3323.804932
	Iteration 46Q: 3 clusters Score -3509473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3509470.750000 Penalty: 3323.804932
	Iteration 47Q: 3 clusters Score -3509471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3509472.250000 Penalty: 3323.804932
	Iteration 48Q: 3 clusters Score -3509472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3509475.000000 Penalty: 3323.804932
	Iteration 49Q: 3 clusters Score -3509475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3509475.250000 Penalty: 3323.804932
	Iteration 50Q: 3 clusters Score -3509475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3509473.250000 Penalty: 3323.804932
	Iteration 51Q: 3 clusters Score -3509473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3509473.000000 Penalty: 3323.804932
	Iteration 52Q: 3 clusters Score -3509473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3509473.500000 Penalty: 3323.804932
	Iteration 53Q: 3 clusters Score -3509474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3509471.250000 Penalty: 3323.804932
	Iteration 54Q: 3 clusters Score -3509471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3509472.000000 Penalty: 3323.804932
	Iteration 55Q: 3 clusters Score -3509472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3509472.500000 Penalty: 3323.804932
	Iteration 56Q: 3 clusters Score -3509472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3509468.750000 Penalty: 3323.804932
	Iteration 57Q: 3 clusters Score -3509469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3509466.500000 Penalty: 3323.804932
	Iteration 58Q: 3 clusters Score -3509466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3509466.500000 Penalty: 3323.804932
	Iteration 59F: 3 clusters Score -3509466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -635137.750000 Penalty: 1393.328491
	Iteration 0F: 2 clusters Score -635137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -630992.375000 Penalty: 2786.656982
	Iteration 0F: 3 clusters Score -630992.4 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -632235.000000 Penalty: 2786.656982
	Iteration 1F: 3 clusters Score -632235 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -632545.750000 Penalty: 2786.656982
	Iteration 2F: 3 clusters Score -632545.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -632801.312500 Penalty: 2786.656982
	Iteration 3F: 3 clusters Score -632801.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -633059.000000 Penalty: 2786.656982
	Iteration 4F: 3 clusters Score -633059 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -633278.375000 Penalty: 2786.656982
	Iteration 5F: 3 clusters Score -633278.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -633504.062500 Penalty: 2786.656982
	Iteration 6F: 3 clusters Score -633504.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -633712.375000 Penalty: 2786.656982
	Iteration 7Q: 3 clusters Score -633712.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -633900.062500 Penalty: 2786.656982
	Iteration 8Q: 3 clusters Score -633900.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -634002.187500 Penalty: 2786.656982
	Iteration 9Q: 3 clusters Score -634002.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -634090.812500 Penalty: 2786.656982
	Iteration 10Q: 3 clusters Score -634090.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -634157.062500 Penalty: 2786.656982
	Iteration 11Q: 3 clusters Score -634157.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -634199.875000 Penalty: 2786.656982
	Iteration 12Q: 3 clusters Score -634199.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -634227.250000 Penalty: 2786.656982
	Iteration 13Q: 3 clusters Score -634227.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -634242.625000 Penalty: 2786.656982
	Iteration 14Q: 3 clusters Score -634242.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -634251.500000 Penalty: 2786.656982
	Iteration 15Q: 3 clusters Score -634251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -634255.000000 Penalty: 2786.656982
	Iteration 16Q: 3 clusters Score -634255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -634259.312500 Penalty: 2786.656982
	Iteration 17Q: 3 clusters Score -634259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -634260.812500 Penalty: 2786.656982
	Iteration 18Q: 3 clusters Score -634260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -634263.375000 Penalty: 2786.656982
	Iteration 19Q: 3 clusters Score -634263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -634264.812500 Penalty: 2786.656982
	Iteration 20F: 3 clusters Score -634264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -634266.562500 Penalty: 2786.656982
	Iteration 21Q: 3 clusters Score -634266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -634266.562500 Penalty: 2786.656982
	Iteration 22F: 3 clusters Score -634266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Entering Unmasked Estep 
Score: -1155303.250000 Penalty: 1475.981201
	Iteration 0F: 2 clusters Score -1155303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1148892.000000 Penalty: 2951.962402
	Iteration 0F: 3 clusters Score -1148892 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1150921.250000 Penalty: 2951.962402
	Iteration 1F: 3 clusters Score -1150921 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1151160.500000 Penalty: 2951.962402
	Iteration 2F: 3 clusters Score -1151160 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1151341.125000 Penalty: 2951.962402
	Iteration 3Q: 3 clusters Score -1151341 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1151491.125000 Penalty: 2951.962402
	Iteration 4Q: 3 clusters Score -1151491 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1151656.500000 Penalty: 2951.962402
	Iteration 5Q: 3 clusters Score -1151656 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1151825.375000 Penalty: 2951.962402
	Iteration 6Q: 3 clusters Score -1151825 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1152023.375000 Penalty: 2951.962402
	Iteration 7Q: 3 clusters Score -1152023 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1152247.875000 Penalty: 2951.962402
	Iteration 8Q: 3 clusters Score -1152248 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1152539.125000 Penalty: 2951.962402
	Iteration 9Q: 3 clusters Score -1152539 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1152886.125000 Penalty: 2951.962402
	Iteration 10F: 3 clusters Score -1152886 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1153255.375000 Penalty: 2951.962402
	Iteration 11Q: 3 clusters Score -1153255 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1153575.750000 Penalty: 2951.962402
	Iteration 12Q: 3 clusters Score -1153576 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1153832.625000 Penalty: 2951.962402
	Iteration 13Q: 3 clusters Score -1153833 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1153990.625000 Penalty: 2951.962402
	Iteration 14Q: 3 clusters Score -1153991 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1154075.500000 Penalty: 2951.962402
	Iteration 15Q: 3 clusters Score -1154076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1154113.875000 Penalty: 2951.962402
	Iteration 16Q: 3 clusters Score -1154114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1154127.625000 Penalty: 2951.962402
	Iteration 17Q: 3 clusters Score -1154128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1154130.875000 Penalty: 2951.962402
	Iteration 18Q: 3 clusters Score -1154131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1154134.625000 Penalty: 2951.962402
	Iteration 19Q: 3 clusters Score -1154135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1154138.250000 Penalty: 2951.962402
	Iteration 20F: 3 clusters Score -1154138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1154144.875000 Penalty: 2951.962402
	Iteration 21Q: 3 clusters Score -1154145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1154151.250000 Penalty: 2951.962402
	Iteration 22Q: 3 clusters Score -1154151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1154156.125000 Penalty: 2951.962402
	Iteration 23Q: 3 clusters Score -1154156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1154158.250000 Penalty: 2951.962402
	Iteration 24Q: 3 clusters Score -1154158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1154158.750000 Penalty: 2951.962402
	Iteration 25Q: 3 clusters Score -1154159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1154157.750000 Penalty: 2951.962402
	Iteration 26Q: 3 clusters Score -1154158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1154160.875000 Penalty: 2951.962402
	Iteration 27Q: 3 clusters Score -1154161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1154160.875000 Penalty: 2951.962402
	Iteration 28F: 3 clusters Score -1154161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -634595.125000 Penalty: 1389.885254
	Iteration 0F: 2 clusters Score -634595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -630550.312500 Penalty: 2779.770508
	Iteration 0F: 3 clusters Score -630550.3 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -631639.062500 Penalty: 2779.770508
	Iteration 1F: 3 clusters Score -631639.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -631820.812500 Penalty: 2779.770508
	Iteration 2F: 3 clusters Score -631820.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -631945.875000 Penalty: 2779.770508
	Iteration 3Q: 3 clusters Score -631945.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -632038.500000 Penalty: 2779.770508
	Iteration 4Q: 3 clusters Score -632038.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -632119.562500 Penalty: 2779.770508
	Iteration 5Q: 3 clusters Score -632119.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -632183.437500 Penalty: 2779.770508
	Iteration 6Q: 3 clusters Score -632183.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -632233.187500 Penalty: 2779.770508
	Iteration 7Q: 3 clusters Score -632233.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -632280.937500 Penalty: 2779.770508
	Iteration 8Q: 3 clusters Score -632280.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -632336.187500 Penalty: 2779.770508
	Iteration 9Q: 3 clusters Score -632336.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -632394.750000 Penalty: 2779.770508
	Iteration 10Q: 3 clusters Score -632394.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -632456.125000 Penalty: 2779.770508
	Iteration 11Q: 3 clusters Score -632456.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -632527.125000 Penalty: 2779.770508
	Iteration 12Q: 3 clusters Score -632527.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -632619.250000 Penalty: 2779.770508
	Iteration 13Q: 3 clusters Score -632619.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -632719.750000 Penalty: 2779.770508
	Iteration 14Q: 3 clusters Score -632719.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -632809.937500 Penalty: 2779.770508
	Iteration 15Q: 3 clusters Score -632809.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -632893.312500 Penalty: 2779.770508
	Iteration 16Q: 3 clusters Score -632893.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -632967.937500 Penalty: 2779.770508
	Iteration 17Q: 3 clusters Score -632967.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -633028.312500 Penalty: 2779.770508
	Iteration 18Q: 3 clusters Score -633028.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -633073.250000 Penalty: 2779.770508
	Iteration 19Q: 3 clusters Score -633073.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -633131.562500 Penalty: 2779.770508
	Iteration 20F: 3 clusters Score -633131.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -633181.500000 Penalty: 2779.770508
	Iteration 21Q: 3 clusters Score -633181.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -633225.062500 Penalty: 2779.770508
	Iteration 22Q: 3 clusters Score -633225.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -633265.125000 Penalty: 2779.770508
	Iteration 23Q: 3 clusters Score -633265.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -633296.125000 Penalty: 2779.770508
	Iteration 24Q: 3 clusters Score -633296.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -633313.187500 Penalty: 2779.770508
	Iteration 25Q: 3 clusters Score -633313.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -633329.062500 Penalty: 2779.770508
	Iteration 26Q: 3 clusters Score -633329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -633336.562500 Penalty: 2779.770508
	Iteration 27Q: 3 clusters Score -633336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -633340.375000 Penalty: 2779.770508
	Iteration 28Q: 3 clusters Score -633340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -633343.562500 Penalty: 2779.770508
	Iteration 29Q: 3 clusters Score -633343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -633344.562500 Penalty: 2779.770508
	Iteration 30Q: 3 clusters Score -633344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -633346.500000 Penalty: 2779.770508
	Iteration 31Q: 3 clusters Score -633346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -633349.562500 Penalty: 2779.770508
	Iteration 32Q: 3 clusters Score -633349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -633351.625000 Penalty: 2779.770508
	Iteration 33Q: 3 clusters Score -633351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -633351.625000 Penalty: 2779.770508
	Iteration 34F: 3 clusters Score -633351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -889818.250000 Penalty: 1433.507568
	Iteration 0F: 2 clusters Score -889818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -884693.437500 Penalty: 2867.015137
	Iteration 0F: 3 clusters Score -884693.4 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -886270.875000 Penalty: 2867.015137
	Iteration 1F: 3 clusters Score -886270.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -886448.375000 Penalty: 2867.015137
	Iteration 2F: 3 clusters Score -886448.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -886564.687500 Penalty: 2867.015137
	Iteration 3Q: 3 clusters Score -886564.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -886672.750000 Penalty: 2867.015137
	Iteration 4Q: 3 clusters Score -886672.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -886804.375000 Penalty: 2867.015137
	Iteration 5Q: 3 clusters Score -886804.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -886943.375000 Penalty: 2867.015137
	Iteration 6Q: 3 clusters Score -886943.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -887082.125000 Penalty: 2867.015137
	Iteration 7Q: 3 clusters Score -887082.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -887237.812500 Penalty: 2867.015137
	Iteration 8Q: 3 clusters Score -887237.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -887441.062500 Penalty: 2867.015137
	Iteration 9Q: 3 clusters Score -887441.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -887669.937500 Penalty: 2867.015137
	Iteration 10Q: 3 clusters Score -887669.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -887889.937500 Penalty: 2867.015137
	Iteration 11Q: 3 clusters Score -887889.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -888077.437500 Penalty: 2867.015137
	Iteration 12Q: 3 clusters Score -888077.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -888229.500000 Penalty: 2867.015137
	Iteration 13Q: 3 clusters Score -888229.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -888314.062500 Penalty: 2867.015137
	Iteration 14Q: 3 clusters Score -888314.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -888369.125000 Penalty: 2867.015137
	Iteration 15Q: 3 clusters Score -888369.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -888409.437500 Penalty: 2867.015137
	Iteration 16Q: 3 clusters Score -888409.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -888442.000000 Penalty: 2867.015137
	Iteration 17Q: 3 clusters Score -888442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -888466.312500 Penalty: 2867.015137
	Iteration 18Q: 3 clusters Score -888466.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -888484.687500 Penalty: 2867.015137
	Iteration 19Q: 3 clusters Score -888484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -888503.000000 Penalty: 2867.015137
	Iteration 20F: 3 clusters Score -888503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -888513.562500 Penalty: 2867.015137
	Iteration 21Q: 3 clusters Score -888513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -888527.187500 Penalty: 2867.015137
	Iteration 22Q: 3 clusters Score -888527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -888537.250000 Penalty: 2867.015137
	Iteration 23Q: 3 clusters Score -888537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -888544.437500 Penalty: 2867.015137
	Iteration 24Q: 3 clusters Score -888544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -888550.625000 Penalty: 2867.015137
	Iteration 25Q: 3 clusters Score -888550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -888555.312500 Penalty: 2867.015137
	Iteration 26Q: 3 clusters Score -888555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -888556.562500 Penalty: 2867.015137
	Iteration 27Q: 3 clusters Score -888556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -888556.562500 Penalty: 2867.015137
	Iteration 28F: 3 clusters Score -888556.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Entering Unmasked Estep 
Score: -609805.875000 Penalty: 1376.084595
	Iteration 0F: 2 clusters Score -609805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -606018.375000 Penalty: 2752.169189
	Iteration 0F: 3 clusters Score -606018.4 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -607004.812500 Penalty: 2752.169189
	Iteration 1F: 3 clusters Score -607004.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -607169.812500 Penalty: 2752.169189
	Iteration 2F: 3 clusters Score -607169.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -607286.187500 Penalty: 2752.169189
	Iteration 3F: 3 clusters Score -607286.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -607382.500000 Penalty: 2752.169189
	Iteration 4Q: 3 clusters Score -607382.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -607459.125000 Penalty: 2752.169189
	Iteration 5Q: 3 clusters Score -607459.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -607523.312500 Penalty: 2752.169189
	Iteration 6Q: 3 clusters Score -607523.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -607598.437500 Penalty: 2752.169189
	Iteration 7Q: 3 clusters Score -607598.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -607679.000000 Penalty: 2752.169189
	Iteration 8Q: 3 clusters Score -607679 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -607750.000000 Penalty: 2752.169189
	Iteration 9Q: 3 clusters Score -607750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -607827.125000 Penalty: 2752.169189
	Iteration 10Q: 3 clusters Score -607827.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -607907.562500 Penalty: 2752.169189
	Iteration 11Q: 3 clusters Score -607907.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -607981.250000 Penalty: 2752.169189
	Iteration 12Q: 3 clusters Score -607981.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -608053.437500 Penalty: 2752.169189
	Iteration 13Q: 3 clusters Score -608053.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -608118.687500 Penalty: 2752.169189
	Iteration 14Q: 3 clusters Score -608118.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -608172.000000 Penalty: 2752.169189
	Iteration 15Q: 3 clusters Score -608172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -608212.437500 Penalty: 2752.169189
	Iteration 16Q: 3 clusters Score -608212.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -608248.312500 Penalty: 2752.169189
	Iteration 17Q: 3 clusters Score -608248.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -608292.000000 Penalty: 2752.169189
	Iteration 18Q: 3 clusters Score -608292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -608325.000000 Penalty: 2752.169189
	Iteration 19Q: 3 clusters Score -608325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -608353.312500 Penalty: 2752.169189
	Iteration 20F: 3 clusters Score -608353.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -608368.625000 Penalty: 2752.169189
	Iteration 21Q: 3 clusters Score -608368.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -608377.250000 Penalty: 2752.169189
	Iteration 22Q: 3 clusters Score -608377.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -608387.500000 Penalty: 2752.169189
	Iteration 23Q: 3 clusters Score -608387.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -608393.250000 Penalty: 2752.169189
	Iteration 24Q: 3 clusters Score -608393.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -608397.375000 Penalty: 2752.169189
	Iteration 25Q: 3 clusters Score -608397.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -608401.250000 Penalty: 2752.169189
	Iteration 26Q: 3 clusters Score -608401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -608405.125000 Penalty: 2752.169189
	Iteration 27Q: 3 clusters Score -608405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -608408.312500 Penalty: 2752.169189
	Iteration 28Q: 3 clusters Score -608408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -608410.000000 Penalty: 2752.169189
	Iteration 29Q: 3 clusters Score -608410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -608414.125000 Penalty: 2752.169189
	Iteration 30Q: 3 clusters Score -608414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -608417.125000 Penalty: 2752.169189
	Iteration 31Q: 3 clusters Score -608417.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -608418.562500 Penalty: 2752.169189
	Iteration 32Q: 3 clusters Score -608418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -608419.062500 Penalty: 2752.169189
	Iteration 33Q: 3 clusters Score -608419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -608420.125000 Penalty: 2752.169189
	Iteration 34Q: 3 clusters Score -608420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -608421.937500 Penalty: 2752.169189
	Iteration 35Q: 3 clusters Score -608421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -608423.062500 Penalty: 2752.169189
	Iteration 36Q: 3 clusters Score -608423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -608424.437500 Penalty: 2752.169189
	Iteration 37Q: 3 clusters Score -608424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -608425.750000 Penalty: 2752.169189
	Iteration 38Q: 3 clusters Score -608425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -608426.625000 Penalty: 2752.169189
	Iteration 39Q: 3 clusters Score -608426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -608427.937500 Penalty: 2752.169189
	Iteration 40F: 3 clusters Score -608427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -608428.125000 Penalty: 2752.169189
	Iteration 41Q: 3 clusters Score -608428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -608428.125000 Penalty: 2752.169189
	Iteration 42F: 3 clusters Score -608428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -8049.090332 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -8049.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7510.814941 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -7510.815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7548.040527 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -7548.041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7575.480469 Penalty: 1499.914185
	Iteration 2F: 3 clusters Score -7575.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7583.397949 Penalty: 1499.914185
	Iteration 3Q: 3 clusters Score -7583.398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7592.718262 Penalty: 1499.914185
	Iteration 4Q: 3 clusters Score -7592.718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7592.718262 Penalty: 1499.914185
	Iteration 5F: 3 clusters Score -7592.718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -374253.343750 Penalty: 1290.460571
	Iteration 0F: 2 clusters Score -374253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -371646.687500 Penalty: 2580.921143
	Iteration 0F: 3 clusters Score -371646.7 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -372263.718750 Penalty: 2580.921143
	Iteration 1F: 3 clusters Score -372263.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -372376.250000 Penalty: 2580.921143
	Iteration 2F: 3 clusters Score -372376.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -372446.187500 Penalty: 2580.921143
	Iteration 3Q: 3 clusters Score -372446.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -372513.312500 Penalty: 2580.921143
	Iteration 4Q: 3 clusters Score -372513.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -372560.343750 Penalty: 2580.921143
	Iteration 5Q: 3 clusters Score -372560.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372597.312500 Penalty: 2580.921143
	Iteration 6Q: 3 clusters Score -372597.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -372627.656250 Penalty: 2580.921143
	Iteration 7Q: 3 clusters Score -372627.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -372651.093750 Penalty: 2580.921143
	Iteration 8Q: 3 clusters Score -372651.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -372669.562500 Penalty: 2580.921143
	Iteration 9Q: 3 clusters Score -372669.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -372692.062500 Penalty: 2580.921143
	Iteration 10Q: 3 clusters Score -372692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -372710.718750 Penalty: 2580.921143
	Iteration 11Q: 3 clusters Score -372710.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -372736.156250 Penalty: 2580.921143
	Iteration 12Q: 3 clusters Score -372736.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -372756.375000 Penalty: 2580.921143
	Iteration 13Q: 3 clusters Score -372756.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -372777.031250 Penalty: 2580.921143
	Iteration 14Q: 3 clusters Score -372777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -372797.031250 Penalty: 2580.921143
	Iteration 15Q: 3 clusters Score -372797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -372820.281250 Penalty: 2580.921143
	Iteration 16Q: 3 clusters Score -372820.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -372839.406250 Penalty: 2580.921143
	Iteration 17Q: 3 clusters Score -372839.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -372861.718750 Penalty: 2580.921143
	Iteration 18Q: 3 clusters Score -372861.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -372881.031250 Penalty: 2580.921143
	Iteration 19Q: 3 clusters Score -372881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -372900.250000 Penalty: 2580.921143
	Iteration 20F: 3 clusters Score -372900.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -372913.593750 Penalty: 2580.921143
	Iteration 21Q: 3 clusters Score -372913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -372926.937500 Penalty: 2580.921143
	Iteration 22Q: 3 clusters Score -372926.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -372940.531250 Penalty: 2580.921143
	Iteration 23Q: 3 clusters Score -372940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -372947.062500 Penalty: 2580.921143
	Iteration 24Q: 3 clusters Score -372947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -372956.875000 Penalty: 2580.921143
	Iteration 25Q: 3 clusters Score -372956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -372966.531250 Penalty: 2580.921143
	Iteration 26Q: 3 clusters Score -372966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -372972.437500 Penalty: 2580.921143
	Iteration 27Q: 3 clusters Score -372972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -372978.562500 Penalty: 2580.921143
	Iteration 28Q: 3 clusters Score -372978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -372982.875000 Penalty: 2580.921143
	Iteration 29Q: 3 clusters Score -372982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -372985.531250 Penalty: 2580.921143
	Iteration 30Q: 3 clusters Score -372985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -372987.531250 Penalty: 2580.921143
	Iteration 31Q: 3 clusters Score -372987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -372989.031250 Penalty: 2580.921143
	Iteration 32Q: 3 clusters Score -372989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -372990.031250 Penalty: 2580.921143
	Iteration 33Q: 3 clusters Score -372990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -372992.500000 Penalty: 2580.921143
	Iteration 34Q: 3 clusters Score -372992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -372999.125000 Penalty: 2580.921143
	Iteration 35Q: 3 clusters Score -372999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -373003.687500 Penalty: 2580.921143
	Iteration 36Q: 3 clusters Score -373003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -373005.500000 Penalty: 2580.921143
	Iteration 37Q: 3 clusters Score -373005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -373009.062500 Penalty: 2580.921143
	Iteration 38Q: 3 clusters Score -373009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -373011.687500 Penalty: 2580.921143
	Iteration 39Q: 3 clusters Score -373011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -373014.531250 Penalty: 2580.921143
	Iteration 40F: 3 clusters Score -373014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -373018.062500 Penalty: 2580.921143
	Iteration 41Q: 3 clusters Score -373018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -373019.718750 Penalty: 2580.921143
	Iteration 42Q: 3 clusters Score -373019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -373019.718750 Penalty: 2580.921143
	Iteration 43F: 3 clusters Score -373019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Entering Unmasked Estep 
Score: -10346698.000000 Penalty: 1830.072876
	Iteration 0F: 2 clusters Score -1.03467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -10298365.000000 Penalty: 3660.145752
	Iteration 0F: 3 clusters Score -1.029836e+07 nChanged 36897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -10318966.000000 Penalty: 3660.145752
	Iteration 1F: 3 clusters Score -1.031897e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -10319352.000000 Penalty: 3660.145752
	Iteration 2Q: 3 clusters Score -1.031935e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -10319711.000000 Penalty: 3660.145752
	Iteration 3Q: 3 clusters Score -1.031971e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -10320239.000000 Penalty: 3660.145752
	Iteration 4Q: 3 clusters Score -1.032024e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -10320915.000000 Penalty: 3660.145752
	Iteration 5Q: 3 clusters Score -1.032092e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -10321957.000000 Penalty: 3660.145752
	Iteration 6Q: 3 clusters Score -1.032196e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -10323657.000000 Penalty: 3660.145752
	Iteration 7Q: 3 clusters Score -1.032366e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -10326585.000000 Penalty: 3660.145752
	Iteration 8F: 3 clusters Score -1.032658e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -10330670.000000 Penalty: 3660.145752
	Iteration 9F: 3 clusters Score -1.033067e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -10335267.000000 Penalty: 3660.145752
	Iteration 10F: 3 clusters Score -1.033527e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -10339306.000000 Penalty: 3660.145752
	Iteration 11F: 3 clusters Score -1.033931e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -10342186.000000 Penalty: 3660.145752
	Iteration 12Q: 3 clusters Score -1.034219e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -10343777.000000 Penalty: 3660.145752
	Iteration 13Q: 3 clusters Score -1.034378e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10344505.000000 Penalty: 3660.145752
	Iteration 14Q: 3 clusters Score -1.03445e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -10344780.000000 Penalty: 3660.145752
	Iteration 15Q: 3 clusters Score -1.034478e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -10344877.000000 Penalty: 3660.145752
	Iteration 16Q: 3 clusters Score -1.034488e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -10344946.000000 Penalty: 3660.145752
	Iteration 17Q: 3 clusters Score -1.034495e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -10344980.000000 Penalty: 3660.145752
	Iteration 18Q: 3 clusters Score -1.034498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -10345012.000000 Penalty: 3660.145752
	Iteration 19Q: 3 clusters Score -1.034501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -10345013.000000 Penalty: 3660.145752
	Iteration 20F: 3 clusters Score -1.034501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -10345037.000000 Penalty: 3660.145752
	Iteration 21Q: 3 clusters Score -1.034504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -10345040.000000 Penalty: 3660.145752
	Iteration 22Q: 3 clusters Score -1.034504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -10345037.000000 Penalty: 3660.145752
	Iteration 23Q: 3 clusters Score -1.034504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -10345040.000000 Penalty: 3660.145752
	Iteration 24Q: 3 clusters Score -1.034504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -10345035.000000 Penalty: 3660.145752
	Iteration 25Q: 3 clusters Score -1.034504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -10345039.000000 Penalty: 3660.145752
	Iteration 26Q: 3 clusters Score -1.034504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -10345039.000000 Penalty: 3660.145752
	Iteration 27F: 3 clusters Score -1.034504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Entering Unmasked Estep 
Score: -4093860.250000 Penalty: 1681.066895
	Iteration 0F: 2 clusters Score -4093860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4073003.750000 Penalty: 3362.133789
	Iteration 0F: 3 clusters Score -4073004 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4080831.000000 Penalty: 3362.133789
	Iteration 1F: 3 clusters Score -4080831 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4081130.500000 Penalty: 3362.133789
	Iteration 2Q: 3 clusters Score -4081130 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4081356.750000 Penalty: 3362.133789
	Iteration 3Q: 3 clusters Score -4081357 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4081531.000000 Penalty: 3362.133789
	Iteration 4Q: 3 clusters Score -4081531 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4081720.000000 Penalty: 3362.133789
	Iteration 5Q: 3 clusters Score -4081720 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4081893.250000 Penalty: 3362.133789
	Iteration 6Q: 3 clusters Score -4081893 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4082069.500000 Penalty: 3362.133789
	Iteration 7Q: 3 clusters Score -4082070 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4082263.250000 Penalty: 3362.133789
	Iteration 8Q: 3 clusters Score -4082263 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4082493.750000 Penalty: 3362.133789
	Iteration 9Q: 3 clusters Score -4082494 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4082775.500000 Penalty: 3362.133789
	Iteration 10Q: 3 clusters Score -4082776 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4083209.750000 Penalty: 3362.133789
	Iteration 11Q: 3 clusters Score -4083210 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4083892.750000 Penalty: 3362.133789
	Iteration 12Q: 3 clusters Score -4083893 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4084969.500000 Penalty: 3362.133789
	Iteration 13F: 3 clusters Score -4084970 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4086224.250000 Penalty: 3362.133789
	Iteration 14F: 3 clusters Score -4086224 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4087374.500000 Penalty: 3362.133789
	Iteration 15Q: 3 clusters Score -4087374 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -4088238.000000 Penalty: 3362.133789
	Iteration 16Q: 3 clusters Score -4088238 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -4088854.000000 Penalty: 3362.133789
	Iteration 17Q: 3 clusters Score -4088854 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4089381.750000 Penalty: 3362.133789
	Iteration 18Q: 3 clusters Score -4089382 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4089836.750000 Penalty: 3362.133789
	Iteration 19Q: 3 clusters Score -4089837 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4090245.500000 Penalty: 3362.133789
	Iteration 20F: 3 clusters Score -4090246 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4090606.750000 Penalty: 3362.133789
	Iteration 21Q: 3 clusters Score -4090607 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4090938.000000 Penalty: 3362.133789
	Iteration 22Q: 3 clusters Score -4090938 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -4091255.000000 Penalty: 3362.133789
	Iteration 23Q: 3 clusters Score -4091255 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4091521.750000 Penalty: 3362.133789
	Iteration 24Q: 3 clusters Score -4091522 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4091733.250000 Penalty: 3362.133789
	Iteration 25Q: 3 clusters Score -4091733 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4091897.500000 Penalty: 3362.133789
	Iteration 26Q: 3 clusters Score -4091898 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4092046.500000 Penalty: 3362.133789
	Iteration 27Q: 3 clusters Score -4092046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4092139.750000 Penalty: 3362.133789
	Iteration 28Q: 3 clusters Score -4092140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4092228.500000 Penalty: 3362.133789
	Iteration 29Q: 3 clusters Score -4092228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4092282.500000 Penalty: 3362.133789
	Iteration 30Q: 3 clusters Score -4092282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4092312.000000 Penalty: 3362.133789
	Iteration 31Q: 3 clusters Score -4092312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4092335.250000 Penalty: 3362.133789
	Iteration 32Q: 3 clusters Score -4092335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4092350.750000 Penalty: 3362.133789
	Iteration 33Q: 3 clusters Score -4092351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4092363.250000 Penalty: 3362.133789
	Iteration 34Q: 3 clusters Score -4092363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4092368.500000 Penalty: 3362.133789
	Iteration 35Q: 3 clusters Score -4092368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4092373.500000 Penalty: 3362.133789
	Iteration 36Q: 3 clusters Score -4092374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4092373.500000 Penalty: 3362.133789
	Iteration 37Q: 3 clusters Score -4092374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4092380.750000 Penalty: 3362.133789
	Iteration 38Q: 3 clusters Score -4092381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4092387.750000 Penalty: 3362.133789
	Iteration 39Q: 3 clusters Score -4092388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4092388.500000 Penalty: 3362.133789
	Iteration 40F: 3 clusters Score -4092388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4092389.250000 Penalty: 3362.133789
	Iteration 41Q: 3 clusters Score -4092389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4092389.500000 Penalty: 3362.133789
	Iteration 42Q: 3 clusters Score -4092390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4092389.500000 Penalty: 3362.133789
	Iteration 43F: 3 clusters Score -4092390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Entering Unmasked Estep 
Score: -2858245.000000 Penalty: 1629.385376
	Iteration 0F: 2 clusters Score -2858245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2842879.000000 Penalty: 3258.770752
	Iteration 0F: 3 clusters Score -2842879 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2848791.000000 Penalty: 3258.770752
	Iteration 1F: 3 clusters Score -2848791 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2849507.500000 Penalty: 3258.770752
	Iteration 2F: 3 clusters Score -2849508 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2850401.750000 Penalty: 3258.770752
	Iteration 3F: 3 clusters Score -2850402 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2851543.250000 Penalty: 3258.770752
	Iteration 4F: 3 clusters Score -2851543 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2852762.500000 Penalty: 3258.770752
	Iteration 5F: 3 clusters Score -2852762 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2854066.250000 Penalty: 3258.770752
	Iteration 6F: 3 clusters Score -2854066 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2855146.500000 Penalty: 3258.770752
	Iteration 7Q: 3 clusters Score -2855146 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2855856.000000 Penalty: 3258.770752
	Iteration 8Q: 3 clusters Score -2855856 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2856268.750000 Penalty: 3258.770752
	Iteration 9Q: 3 clusters Score -2856269 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2856506.000000 Penalty: 3258.770752
	Iteration 10Q: 3 clusters Score -2856506 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2856626.750000 Penalty: 3258.770752
	Iteration 11Q: 3 clusters Score -2856627 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2856715.000000 Penalty: 3258.770752
	Iteration 12Q: 3 clusters Score -2856715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2856771.750000 Penalty: 3258.770752
	Iteration 13Q: 3 clusters Score -2856772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2856807.750000 Penalty: 3258.770752
	Iteration 14Q: 3 clusters Score -2856808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2856838.500000 Penalty: 3258.770752
	Iteration 15Q: 3 clusters Score -2856838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2856868.250000 Penalty: 3258.770752
	Iteration 16Q: 3 clusters Score -2856868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2856887.250000 Penalty: 3258.770752
	Iteration 17Q: 3 clusters Score -2856887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2856904.250000 Penalty: 3258.770752
	Iteration 18Q: 3 clusters Score -2856904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2856904.500000 Penalty: 3258.770752
	Iteration 19Q: 3 clusters Score -2856904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2856922.750000 Penalty: 3258.770752
	Iteration 20F: 3 clusters Score -2856923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2856927.250000 Penalty: 3258.770752
	Iteration 21Q: 3 clusters Score -2856927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2856931.500000 Penalty: 3258.770752
	Iteration 22Q: 3 clusters Score -2856932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2856932.750000 Penalty: 3258.770752
	Iteration 23Q: 3 clusters Score -2856933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2856936.000000 Penalty: 3258.770752
	Iteration 24Q: 3 clusters Score -2856936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2856941.500000 Penalty: 3258.770752
	Iteration 25Q: 3 clusters Score -2856942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2856945.000000 Penalty: 3258.770752
	Iteration 26Q: 3 clusters Score -2856945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2856947.250000 Penalty: 3258.770752
	Iteration 27Q: 3 clusters Score -2856947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2856948.000000 Penalty: 3258.770752
	Iteration 28Q: 3 clusters Score -2856948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2856953.000000 Penalty: 3258.770752
	Iteration 29Q: 3 clusters Score -2856953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2856957.000000 Penalty: 3258.770752
	Iteration 30Q: 3 clusters Score -2856957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2856954.500000 Penalty: 3258.770752
	Iteration 31Q: 3 clusters Score -2856954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2856955.000000 Penalty: 3258.770752
	Iteration 32Q: 3 clusters Score -2856955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2856951.500000 Penalty: 3258.770752
	Iteration 33Q: 3 clusters Score -2856952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2856951.000000 Penalty: 3258.770752
	Iteration 34Q: 3 clusters Score -2856951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2856953.250000 Penalty: 3258.770752
	Iteration 35Q: 3 clusters Score -2856953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2856953.250000 Penalty: 3258.770752
	Iteration 36F: 3 clusters Score -2856953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47241.882812 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47241.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46224.812500 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46224.81 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46502.652344 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46502.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46658.433594 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46658.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46762.917969 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46762.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46790.949219 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -46790.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46815.164062 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -46815.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46829.640625 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -46829.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46841.117188 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -46841.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46850.097656 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -46850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46867.828125 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -46867.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46880.203125 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -46880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46885.921875 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -46885.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46885.921875 Penalty: 2003.760742
	Iteration 12F: 3 clusters Score -46885.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Entering Unmasked Estep 
Score: -4811240.000000 Penalty: 1704.710205
	Iteration 0F: 2 clusters Score -4811240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4787161.000000 Penalty: 3409.420410
	Iteration 0F: 3 clusters Score -4787161 nChanged 16601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4796244.500000 Penalty: 3409.420410
	Iteration 1F: 3 clusters Score -4796244 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4796633.500000 Penalty: 3409.420410
	Iteration 2Q: 3 clusters Score -4796634 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4797144.500000 Penalty: 3409.420410
	Iteration 3Q: 3 clusters Score -4797144 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4797826.500000 Penalty: 3409.420410
	Iteration 4Q: 3 clusters Score -4797826 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4799012.500000 Penalty: 3409.420410
	Iteration 5F: 3 clusters Score -4799012 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4800817.000000 Penalty: 3409.420410
	Iteration 6F: 3 clusters Score -4800817 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4803412.500000 Penalty: 3409.420410
	Iteration 7F: 3 clusters Score -4803412 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4806257.500000 Penalty: 3409.420410
	Iteration 8F: 3 clusters Score -4806258 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4808317.000000 Penalty: 3409.420410
	Iteration 9F: 3 clusters Score -4808317 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4809268.000000 Penalty: 3409.420410
	Iteration 10Q: 3 clusters Score -4809268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4809522.500000 Penalty: 3409.420410
	Iteration 11Q: 3 clusters Score -4809522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4809611.000000 Penalty: 3409.420410
	Iteration 12Q: 3 clusters Score -4809611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4809668.500000 Penalty: 3409.420410
	Iteration 13Q: 3 clusters Score -4809668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -4809688.000000 Penalty: 3409.420410
	Iteration 14Q: 3 clusters Score -4809688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4809692.000000 Penalty: 3409.420410
	Iteration 15Q: 3 clusters Score -4809692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4809693.000000 Penalty: 3409.420410
	Iteration 16Q: 3 clusters Score -4809693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4809693.000000 Penalty: 3409.420410
	Iteration 17F: 3 clusters Score -4809693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -220582.718750 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -220582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -218589.125000 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -218589.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218985.265625 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -218985.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -219094.890625 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -219094.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219189.468750 Penalty: 2458.040039
	Iteration 3F: 3 clusters Score -219189.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -219277.234375 Penalty: 2458.040039
	Iteration 4Q: 3 clusters Score -219277.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -219336.765625 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -219336.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -219401.046875 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -219401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -219456.156250 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -219456.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219518.250000 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -219518.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -219573.437500 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -219573.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219619.578125 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -219619.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -219661.156250 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -219661.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -219703.593750 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -219703.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -219743.109375 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -219743.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -219791.562500 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -219791.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219870.140625 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -219870.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -219966.109375 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -219966.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -220020.687500 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -220020.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -220062.781250 Penalty: 2458.040039
	Iteration 18Q: 3 clusters Score -220062.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220096.234375 Penalty: 2458.040039
	Iteration 19Q: 3 clusters Score -220096.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -220119.890625 Penalty: 2458.040039
	Iteration 20F: 3 clusters Score -220119.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -220140.750000 Penalty: 2458.040039
	Iteration 21Q: 3 clusters Score -220140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -220151.531250 Penalty: 2458.040039
	Iteration 22Q: 3 clusters Score -220151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220157.140625 Penalty: 2458.040039
	Iteration 23Q: 3 clusters Score -220157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220162.796875 Penalty: 2458.040039
	Iteration 24Q: 3 clusters Score -220162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220164.312500 Penalty: 2458.040039
	Iteration 25Q: 3 clusters Score -220164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220164.828125 Penalty: 2458.040039
	Iteration 26Q: 3 clusters Score -220164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -220166.046875 Penalty: 2458.040039
	Iteration 27Q: 3 clusters Score -220166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220166.593750 Penalty: 2458.040039
	Iteration 28Q: 3 clusters Score -220166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220166.593750 Penalty: 2458.040039
	Iteration 29F: 3 clusters Score -220166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -231453.218750 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -231453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -229470.562500 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -229470.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229910.468750 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -229910.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230009.640625 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -230009.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -230046.406250 Penalty: 2442.840820
	Iteration 3Q: 3 clusters Score -230046.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230077.906250 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -230077.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -230098.734375 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -230098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -230112.671875 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -230112.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230127.687500 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -230127.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -230135.250000 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -230135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230143.812500 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -230143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -230154.312500 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -230154.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -230162.187500 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -230162.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -230171.765625 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -230171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -230177.656250 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -230177.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230187.187500 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -230187.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230194.968750 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -230195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -230204.218750 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -230204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -230215.906250 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -230215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -230224.281250 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -230224.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230229.421875 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -230229.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -230235.359375 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -230235.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -230241.984375 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -230242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -230247.593750 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -230247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -230251.546875 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -230251.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -230258.390625 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -230258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -230262.328125 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -230262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -230268.750000 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -230268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -230274.796875 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -230274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -230282.843750 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -230282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230295.000000 Penalty: 2442.840820
	Iteration 29Q: 3 clusters Score -230295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -230303.265625 Penalty: 2442.840820
	Iteration 30Q: 3 clusters Score -230303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -230310.906250 Penalty: 2442.840820
	Iteration 31Q: 3 clusters Score -230310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230315.281250 Penalty: 2442.840820
	Iteration 32Q: 3 clusters Score -230315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230317.171875 Penalty: 2442.840820
	Iteration 33Q: 3 clusters Score -230317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -230319.421875 Penalty: 2442.840820
	Iteration 34Q: 3 clusters Score -230319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -230321.515625 Penalty: 2442.840820
	Iteration 35Q: 3 clusters Score -230321.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230321.953125 Penalty: 2442.840820
	Iteration 36Q: 3 clusters Score -230322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -230324.093750 Penalty: 2442.840820
	Iteration 37Q: 3 clusters Score -230324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -230325.343750 Penalty: 2442.840820
	Iteration 38Q: 3 clusters Score -230325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -230325.343750 Penalty: 2442.840820
	Iteration 39F: 3 clusters Score -230325.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -37258.281250 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -37258.28 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 183 members 
Entering Unmasked Estep 
Score: -36353.328125 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -36353.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36484.574219 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -36484.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36526.292969 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -36526.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36542.957031 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -36542.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36553.480469 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -36553.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36581.343750 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -36581.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36582.250000 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -36582.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36584.406250 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -36584.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36585.406250 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -36585.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36585.406250 Penalty: 1898.208496
	Iteration 9F: 3 clusters Score -36585.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Entering Unmasked Estep 
Score: -3541599.250000 Penalty: 1656.893677
	Iteration 0F: 2 clusters Score -3541599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3523357.750000 Penalty: 3313.787354
	Iteration 0F: 3 clusters Score -3523358 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3530200.250000 Penalty: 3313.787354
	Iteration 1F: 3 clusters Score -3530200 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3530530.000000 Penalty: 3313.787354
	Iteration 2Q: 3 clusters Score -3530530 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3530815.000000 Penalty: 3313.787354
	Iteration 3Q: 3 clusters Score -3530815 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3531047.500000 Penalty: 3313.787354
	Iteration 4Q: 3 clusters Score -3531048 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3531286.500000 Penalty: 3313.787354
	Iteration 5Q: 3 clusters Score -3531286 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3531486.000000 Penalty: 3313.787354
	Iteration 6Q: 3 clusters Score -3531486 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3531696.250000 Penalty: 3313.787354
	Iteration 7Q: 3 clusters Score -3531696 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3531878.000000 Penalty: 3313.787354
	Iteration 8Q: 3 clusters Score -3531878 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3532045.000000 Penalty: 3313.787354
	Iteration 9Q: 3 clusters Score -3532045 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3532239.000000 Penalty: 3313.787354
	Iteration 10Q: 3 clusters Score -3532239 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3532450.500000 Penalty: 3313.787354
	Iteration 11Q: 3 clusters Score -3532450 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3532653.750000 Penalty: 3313.787354
	Iteration 12Q: 3 clusters Score -3532654 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3532907.250000 Penalty: 3313.787354
	Iteration 13Q: 3 clusters Score -3532907 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3533248.500000 Penalty: 3313.787354
	Iteration 14Q: 3 clusters Score -3533248 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3533707.250000 Penalty: 3313.787354
	Iteration 15Q: 3 clusters Score -3533707 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3534317.250000 Penalty: 3313.787354
	Iteration 16Q: 3 clusters Score -3534317 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3535125.250000 Penalty: 3313.787354
	Iteration 17Q: 3 clusters Score -3535125 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3535988.250000 Penalty: 3313.787354
	Iteration 18Q: 3 clusters Score -3535988 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3536847.750000 Penalty: 3313.787354
	Iteration 19Q: 3 clusters Score -3536848 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3537505.750000 Penalty: 3313.787354
	Iteration 20F: 3 clusters Score -3537506 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3537974.750000 Penalty: 3313.787354
	Iteration 21Q: 3 clusters Score -3537975 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3538331.250000 Penalty: 3313.787354
	Iteration 22Q: 3 clusters Score -3538331 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3538682.000000 Penalty: 3313.787354
	Iteration 23Q: 3 clusters Score -3538682 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3538914.500000 Penalty: 3313.787354
	Iteration 24Q: 3 clusters Score -3538914 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3539121.250000 Penalty: 3313.787354
	Iteration 25Q: 3 clusters Score -3539121 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3539253.750000 Penalty: 3313.787354
	Iteration 26Q: 3 clusters Score -3539254 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3539380.250000 Penalty: 3313.787354
	Iteration 27Q: 3 clusters Score -3539380 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3539467.250000 Penalty: 3313.787354
	Iteration 28Q: 3 clusters Score -3539467 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3539554.250000 Penalty: 3313.787354
	Iteration 29Q: 3 clusters Score -3539554 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3539626.750000 Penalty: 3313.787354
	Iteration 30Q: 3 clusters Score -3539627 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3539707.000000 Penalty: 3313.787354
	Iteration 31Q: 3 clusters Score -3539707 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3539769.000000 Penalty: 3313.787354
	Iteration 32Q: 3 clusters Score -3539769 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3539812.500000 Penalty: 3313.787354
	Iteration 33Q: 3 clusters Score -3539812 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3539860.500000 Penalty: 3313.787354
	Iteration 34Q: 3 clusters Score -3539860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3539886.750000 Penalty: 3313.787354
	Iteration 35Q: 3 clusters Score -3539887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3539925.000000 Penalty: 3313.787354
	Iteration 36Q: 3 clusters Score -3539925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3539958.250000 Penalty: 3313.787354
	Iteration 37Q: 3 clusters Score -3539958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3539972.000000 Penalty: 3313.787354
	Iteration 38Q: 3 clusters Score -3539972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3539992.000000 Penalty: 3313.787354
	Iteration 39Q: 3 clusters Score -3539992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3539999.750000 Penalty: 3313.787354
	Iteration 40F: 3 clusters Score -3540000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3540014.250000 Penalty: 3313.787354
	Iteration 41Q: 3 clusters Score -3540014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3540017.500000 Penalty: 3313.787354
	Iteration 42Q: 3 clusters Score -3540018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3540043.000000 Penalty: 3313.787354
	Iteration 43Q: 3 clusters Score -3540043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3540052.250000 Penalty: 3313.787354
	Iteration 44Q: 3 clusters Score -3540052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3540054.250000 Penalty: 3313.787354
	Iteration 45Q: 3 clusters Score -3540054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3540056.750000 Penalty: 3313.787354
	Iteration 46Q: 3 clusters Score -3540057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3540063.250000 Penalty: 3313.787354
	Iteration 47Q: 3 clusters Score -3540063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3540073.250000 Penalty: 3313.787354
	Iteration 48Q: 3 clusters Score -3540073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3540075.750000 Penalty: 3313.787354
	Iteration 49Q: 3 clusters Score -3540076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3540081.000000 Penalty: 3313.787354
	Iteration 50Q: 3 clusters Score -3540081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3540091.750000 Penalty: 3313.787354
	Iteration 51Q: 3 clusters Score -3540092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3540088.750000 Penalty: 3313.787354
	Iteration 52Q: 3 clusters Score -3540089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3540095.000000 Penalty: 3313.787354
	Iteration 53Q: 3 clusters Score -3540095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3540093.250000 Penalty: 3313.787354
	Iteration 54Q: 3 clusters Score -3540093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3540087.500000 Penalty: 3313.787354
	Iteration 55Q: 3 clusters Score -3540088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3540090.750000 Penalty: 3313.787354
	Iteration 56Q: 3 clusters Score -3540091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3540088.250000 Penalty: 3313.787354
	Iteration 57Q: 3 clusters Score -3540088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3540091.500000 Penalty: 3313.787354
	Iteration 58Q: 3 clusters Score -3540092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3540095.250000 Penalty: 3313.787354
	Iteration 59Q: 3 clusters Score -3540095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3540096.000000 Penalty: 3313.787354
	Iteration 60F: 3 clusters Score -3540096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3540095.000000 Penalty: 3313.787354
	Iteration 61Q: 3 clusters Score -3540095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3540097.000000 Penalty: 3313.787354
	Iteration 62Q: 3 clusters Score -3540097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3540098.000000 Penalty: 3313.787354
	Iteration 63Q: 3 clusters Score -3540098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3540098.500000 Penalty: 3313.787354
	Iteration 64Q: 3 clusters Score -3540098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3540095.750000 Penalty: 3313.787354
	Iteration 65Q: 3 clusters Score -3540096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3540092.500000 Penalty: 3313.787354
	Iteration 66Q: 3 clusters Score -3540092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3540093.500000 Penalty: 3313.787354
	Iteration 67Q: 3 clusters Score -3540094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3540096.250000 Penalty: 3313.787354
	Iteration 68Q: 3 clusters Score -3540096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3540096.250000 Penalty: 3313.787354
	Iteration 69Q: 3 clusters Score -3540096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3540099.250000 Penalty: 3313.787354
	Iteration 70Q: 3 clusters Score -3540099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3540099.250000 Penalty: 3313.787354
	Iteration 71F: 3 clusters Score -3540099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Entering Unmasked Estep 
Score: -1496510.000000 Penalty: 1534.853882
	Iteration 0F: 2 clusters Score -1496510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1487638.500000 Penalty: 3069.707764
	Iteration 0F: 3 clusters Score -1487638 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1490893.375000 Penalty: 3069.707764
	Iteration 1F: 3 clusters Score -1490893 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1491391.375000 Penalty: 3069.707764
	Iteration 2F: 3 clusters Score -1491391 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1491868.375000 Penalty: 3069.707764
	Iteration 3F: 3 clusters Score -1491868 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1492379.000000 Penalty: 3069.707764
	Iteration 4F: 3 clusters Score -1492379 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1492871.375000 Penalty: 3069.707764
	Iteration 5F: 3 clusters Score -1492871 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1493257.375000 Penalty: 3069.707764
	Iteration 6F: 3 clusters Score -1493257 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1493526.750000 Penalty: 3069.707764
	Iteration 7Q: 3 clusters Score -1493527 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1493763.875000 Penalty: 3069.707764
	Iteration 8Q: 3 clusters Score -1493764 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1494001.625000 Penalty: 3069.707764
	Iteration 9Q: 3 clusters Score -1494002 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1494199.500000 Penalty: 3069.707764
	Iteration 10Q: 3 clusters Score -1494200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1494362.750000 Penalty: 3069.707764
	Iteration 11Q: 3 clusters Score -1494363 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1494470.500000 Penalty: 3069.707764
	Iteration 12Q: 3 clusters Score -1494470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1494555.750000 Penalty: 3069.707764
	Iteration 13Q: 3 clusters Score -1494556 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1494622.125000 Penalty: 3069.707764
	Iteration 14Q: 3 clusters Score -1494622 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1494666.000000 Penalty: 3069.707764
	Iteration 15Q: 3 clusters Score -1494666 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1494699.125000 Penalty: 3069.707764
	Iteration 16Q: 3 clusters Score -1494699 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1494726.000000 Penalty: 3069.707764
	Iteration 17Q: 3 clusters Score -1494726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1494750.000000 Penalty: 3069.707764
	Iteration 18Q: 3 clusters Score -1494750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1494770.750000 Penalty: 3069.707764
	Iteration 19Q: 3 clusters Score -1494771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1494786.750000 Penalty: 3069.707764
	Iteration 20F: 3 clusters Score -1494787 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1494816.500000 Penalty: 3069.707764
	Iteration 21Q: 3 clusters Score -1494816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1494837.625000 Penalty: 3069.707764
	Iteration 22Q: 3 clusters Score -1494838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1494866.625000 Penalty: 3069.707764
	Iteration 23Q: 3 clusters Score -1494867 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1494895.000000 Penalty: 3069.707764
	Iteration 24Q: 3 clusters Score -1494895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1494927.875000 Penalty: 3069.707764
	Iteration 25Q: 3 clusters Score -1494928 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1494973.500000 Penalty: 3069.707764
	Iteration 26Q: 3 clusters Score -1494974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1495040.500000 Penalty: 3069.707764
	Iteration 27Q: 3 clusters Score -1495040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1495099.625000 Penalty: 3069.707764
	Iteration 28Q: 3 clusters Score -1495100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1495176.250000 Penalty: 3069.707764
	Iteration 29Q: 3 clusters Score -1495176 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1495244.875000 Penalty: 3069.707764
	Iteration 30Q: 3 clusters Score -1495245 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1495325.750000 Penalty: 3069.707764
	Iteration 31Q: 3 clusters Score -1495326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1495404.000000 Penalty: 3069.707764
	Iteration 32Q: 3 clusters Score -1495404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1495493.000000 Penalty: 3069.707764
	Iteration 33Q: 3 clusters Score -1495493 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1495592.875000 Penalty: 3069.707764
	Iteration 34Q: 3 clusters Score -1495593 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1495692.250000 Penalty: 3069.707764
	Iteration 35Q: 3 clusters Score -1495692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1495808.250000 Penalty: 3069.707764
	Iteration 36Q: 3 clusters Score -1495808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1495889.375000 Penalty: 3069.707764
	Iteration 37Q: 3 clusters Score -1495889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1495951.500000 Penalty: 3069.707764
	Iteration 38Q: 3 clusters Score -1495952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1495991.375000 Penalty: 3069.707764
	Iteration 39Q: 3 clusters Score -1495991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1496019.000000 Penalty: 3069.707764
	Iteration 40F: 3 clusters Score -1496019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1496043.875000 Penalty: 3069.707764
	Iteration 41Q: 3 clusters Score -1496044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1496065.750000 Penalty: 3069.707764
	Iteration 42Q: 3 clusters Score -1496066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1496084.250000 Penalty: 3069.707764
	Iteration 43Q: 3 clusters Score -1496084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1496089.500000 Penalty: 3069.707764
	Iteration 44Q: 3 clusters Score -1496090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1496091.875000 Penalty: 3069.707764
	Iteration 45Q: 3 clusters Score -1496092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1496091.875000 Penalty: 3069.707764
	Iteration 46Q: 3 clusters Score -1496092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1496093.000000 Penalty: 3069.707764
	Iteration 47Q: 3 clusters Score -1496093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1496091.250000 Penalty: 3069.707764
	Iteration 48Q: 3 clusters Score -1496091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1496091.000000 Penalty: 3069.707764
	Iteration 49Q: 3 clusters Score -1496091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1496091.000000 Penalty: 3069.707764
	Iteration 50F: 3 clusters Score -1496091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Entering Unmasked Estep 
Score: -9506945.000000 Penalty: 1816.286011
	Iteration 0F: 2 clusters Score -9506945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -9460797.000000 Penalty: 3632.572021
	Iteration 0F: 3 clusters Score -9460797 nChanged 33891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -9480585.000000 Penalty: 3632.572021
	Iteration 1F: 3 clusters Score -9480585 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -9481402.000000 Penalty: 3632.572021
	Iteration 2Q: 3 clusters Score -9481402 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -9482350.000000 Penalty: 3632.572021
	Iteration 3Q: 3 clusters Score -9482350 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -9483731.000000 Penalty: 3632.572021
	Iteration 4Q: 3 clusters Score -9483731 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -9485823.000000 Penalty: 3632.572021
	Iteration 5F: 3 clusters Score -9485823 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -9489085.000000 Penalty: 3632.572021
	Iteration 6F: 3 clusters Score -9489085 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -9493490.000000 Penalty: 3632.572021
	Iteration 7F: 3 clusters Score -9493490 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -9497965.000000 Penalty: 3632.572021
	Iteration 8F: 3 clusters Score -9497965 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -9501435.000000 Penalty: 3632.572021
	Iteration 9F: 3 clusters Score -9501435 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -9503550.000000 Penalty: 3632.572021
	Iteration 10Q: 3 clusters Score -9503550 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -9504545.000000 Penalty: 3632.572021
	Iteration 11Q: 3 clusters Score -9504545 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -9504993.000000 Penalty: 3632.572021
	Iteration 12Q: 3 clusters Score -9504993 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -9505191.000000 Penalty: 3632.572021
	Iteration 13Q: 3 clusters Score -9505191 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -9505277.000000 Penalty: 3632.572021
	Iteration 14Q: 3 clusters Score -9505277 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -9505351.000000 Penalty: 3632.572021
	Iteration 15Q: 3 clusters Score -9505351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -9505413.000000 Penalty: 3632.572021
	Iteration 16Q: 3 clusters Score -9505413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -9505441.000000 Penalty: 3632.572021
	Iteration 17Q: 3 clusters Score -9505441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9505457.000000 Penalty: 3632.572021
	Iteration 18Q: 3 clusters Score -9505457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -9505461.000000 Penalty: 3632.572021
	Iteration 19Q: 3 clusters Score -9505461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -9505483.000000 Penalty: 3632.572021
	Iteration 20F: 3 clusters Score -9505483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -9505487.000000 Penalty: 3632.572021
	Iteration 21Q: 3 clusters Score -9505487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -9505497.000000 Penalty: 3632.572021
	Iteration 22Q: 3 clusters Score -9505497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -9505500.000000 Penalty: 3632.572021
	Iteration 23Q: 3 clusters Score -9505500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -9505506.000000 Penalty: 3632.572021
	Iteration 24Q: 3 clusters Score -9505506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -9505518.000000 Penalty: 3632.572021
	Iteration 25Q: 3 clusters Score -9505518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -9505516.000000 Penalty: 3632.572021
	Iteration 26Q: 3 clusters Score -9505516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9505521.000000 Penalty: 3632.572021
	Iteration 27Q: 3 clusters Score -9505521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -9505520.000000 Penalty: 3632.572021
	Iteration 28Q: 3 clusters Score -9505520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -9505523.000000 Penalty: 3632.572021
	Iteration 29Q: 3 clusters Score -9505523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -9505522.000000 Penalty: 3632.572021
	Iteration 30Q: 3 clusters Score -9505522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -9505533.000000 Penalty: 3632.572021
	Iteration 31Q: 3 clusters Score -9505533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -9505533.000000 Penalty: 3632.572021
	Iteration 32Q: 3 clusters Score -9505533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -9505537.000000 Penalty: 3632.572021
	Iteration 33Q: 3 clusters Score -9505537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -9505539.000000 Penalty: 3632.572021
	Iteration 34Q: 3 clusters Score -9505539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -9505546.000000 Penalty: 3632.572021
	Iteration 35Q: 3 clusters Score -9505546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -9505539.000000 Penalty: 3632.572021
	Iteration 36Q: 3 clusters Score -9505539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -9505539.000000 Penalty: 3632.572021
	Iteration 37F: 3 clusters Score -9505539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (78830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Entering Unmasked Estep 
Score: -10419510.000000 Penalty: 1832.195557
	Iteration 0F: 2 clusters Score -1.041951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -10368660.000000 Penalty: 3664.391113
	Iteration 0F: 3 clusters Score -1.036866e+07 nChanged 37426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -10390378.000000 Penalty: 3664.391113
	Iteration 1F: 3 clusters Score -1.039038e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -10390793.000000 Penalty: 3664.391113
	Iteration 2Q: 3 clusters Score -1.039079e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -10391272.000000 Penalty: 3664.391113
	Iteration 3Q: 3 clusters Score -1.039127e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -10392017.000000 Penalty: 3664.391113
	Iteration 4Q: 3 clusters Score -1.039202e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -10393236.000000 Penalty: 3664.391113
	Iteration 5Q: 3 clusters Score -1.039324e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -10395157.000000 Penalty: 3664.391113
	Iteration 6F: 3 clusters Score -1.039516e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -10398731.000000 Penalty: 3664.391113
	Iteration 7F: 3 clusters Score -1.039873e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -10404228.000000 Penalty: 3664.391113
	Iteration 8F: 3 clusters Score -1.040423e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -10410100.000000 Penalty: 3664.391113
	Iteration 9F: 3 clusters Score -1.04101e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -10414572.000000 Penalty: 3664.391113
	Iteration 10F: 3 clusters Score -1.041457e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10416735.000000 Penalty: 3664.391113
	Iteration 11Q: 3 clusters Score -1.041674e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10417483.000000 Penalty: 3664.391113
	Iteration 12Q: 3 clusters Score -1.041748e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10417672.000000 Penalty: 3664.391113
	Iteration 13Q: 3 clusters Score -1.041767e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10417758.000000 Penalty: 3664.391113
	Iteration 14Q: 3 clusters Score -1.041776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10417799.000000 Penalty: 3664.391113
	Iteration 15Q: 3 clusters Score -1.04178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10417824.000000 Penalty: 3664.391113
	Iteration 16Q: 3 clusters Score -1.041782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10417835.000000 Penalty: 3664.391113
	Iteration 17Q: 3 clusters Score -1.041784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10417856.000000 Penalty: 3664.391113
	Iteration 18Q: 3 clusters Score -1.041786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10417856.000000 Penalty: 3664.391113
	Iteration 19F: 3 clusters Score -1.041786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -194612.859375 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -194612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192836.703125 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -192836.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -193166.328125 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -193166.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -193241.687500 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -193241.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -193277.015625 Penalty: 2377.229736
	Iteration 3Q: 3 clusters Score -193277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -193298.453125 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -193298.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -193312.625000 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -193312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -193325.437500 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -193325.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -193340.359375 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -193340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -193351.203125 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -193351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193356.796875 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -193356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -193359.781250 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -193359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -193363.609375 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -193363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193367.015625 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -193367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193370.984375 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -193371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -193375.390625 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -193375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -193382.000000 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -193382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -193389.156250 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -193389.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193401.593750 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -193401.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193425.500000 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -193425.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -193450.140625 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -193450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193481.937500 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -193481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -193493.171875 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -193493.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -193503.359375 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -193503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193512.015625 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -193512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -193516.296875 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -193516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193518.390625 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -193518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193518.531250 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -193518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193518.531250 Penalty: 2377.229736
	Iteration 27F: 3 clusters Score -193518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -349149.718750 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -349149.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -346615.062500 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -346615.1 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -347189.906250 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -347189.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -347365.125000 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -347365.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -347482.406250 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -347482.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -347553.468750 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -347553.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -347608.906250 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -347608.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -347651.781250 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -347651.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -347691.687500 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -347691.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -347723.656250 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -347723.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -347748.812500 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -347748.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -347771.187500 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -347771.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -347788.843750 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -347788.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -347808.343750 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -347808.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -347817.500000 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -347817.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -347824.375000 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -347824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -347829.312500 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -347829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -347835.218750 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -347835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -347839.718750 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -347839.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -347844.375000 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -347844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -347847.937500 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -347847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -347850.906250 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -347850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -347855.437500 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -347855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -347858.812500 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -347858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -347862.906250 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -347862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -347866.531250 Penalty: 2572.250732
	Iteration 24Q: 3 clusters Score -347866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -347869.593750 Penalty: 2572.250732
	Iteration 25Q: 3 clusters Score -347869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -347872.968750 Penalty: 2572.250732
	Iteration 26Q: 3 clusters Score -347873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -347876.562500 Penalty: 2572.250732
	Iteration 27Q: 3 clusters Score -347876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -347880.187500 Penalty: 2572.250732
	Iteration 28Q: 3 clusters Score -347880.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -347885.375000 Penalty: 2572.250732
	Iteration 29Q: 3 clusters Score -347885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -347890.593750 Penalty: 2572.250732
	Iteration 30Q: 3 clusters Score -347890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -347893.781250 Penalty: 2572.250732
	Iteration 31Q: 3 clusters Score -347893.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -347898.312500 Penalty: 2572.250732
	Iteration 32Q: 3 clusters Score -347898.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -347901.406250 Penalty: 2572.250732
	Iteration 33Q: 3 clusters Score -347901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -347906.093750 Penalty: 2572.250732
	Iteration 34Q: 3 clusters Score -347906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -347909.500000 Penalty: 2572.250732
	Iteration 35Q: 3 clusters Score -347909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -347910.000000 Penalty: 2572.250732
	Iteration 36Q: 3 clusters Score -347910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -347910.968750 Penalty: 2572.250732
	Iteration 37Q: 3 clusters Score -347911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -347913.156250 Penalty: 2572.250732
	Iteration 38Q: 3 clusters Score -347913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -347913.343750 Penalty: 2572.250732
	Iteration 39Q: 3 clusters Score -347913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -347914.656250 Penalty: 2572.250732
	Iteration 40F: 3 clusters Score -347914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -347916.375000 Penalty: 2572.250732
	Iteration 41Q: 3 clusters Score -347916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -347918.031250 Penalty: 2572.250732
	Iteration 42Q: 3 clusters Score -347918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -347918.500000 Penalty: 2572.250732
	Iteration 43Q: 3 clusters Score -347918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -347918.500000 Penalty: 2572.250732
	Iteration 44F: 3 clusters Score -347918.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -171402.437500 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -171402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -169644.796875 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -169644.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170077.031250 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -170077 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -170266.984375 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -170267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -170409.734375 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -170409.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -170534.750000 Penalty: 2379.601074
	Iteration 4F: 3 clusters Score -170534.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -170611.140625 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -170611.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170678.218750 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -170678.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -170729.046875 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -170729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -170756.953125 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -170757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -170762.843750 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -170762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170769.312500 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -170769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170772.875000 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -170772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170775.250000 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -170775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -170775.625000 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -170775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -170775.890625 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -170775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -170775.890625 Penalty: 2379.601074
	Iteration 15F: 3 clusters Score -170775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (70112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Entering Unmasked Estep 
Score: -9232666.000000 Penalty: 1813.150513
	Iteration 0F: 2 clusters Score -9232666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -9187187.000000 Penalty: 3626.301025
	Iteration 0F: 3 clusters Score -9187187 nChanged 33199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -9206558.000000 Penalty: 3626.301025
	Iteration 1F: 3 clusters Score -9206558 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -9207436.000000 Penalty: 3626.301025
	Iteration 2Q: 3 clusters Score -9207436 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -9208804.000000 Penalty: 3626.301025
	Iteration 3Q: 3 clusters Score -9208804 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -9210807.000000 Penalty: 3626.301025
	Iteration 4F: 3 clusters Score -9210807 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -9213624.000000 Penalty: 3626.301025
	Iteration 5F: 3 clusters Score -9213624 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -9217205.000000 Penalty: 3626.301025
	Iteration 6F: 3 clusters Score -9217205 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -9221481.000000 Penalty: 3626.301025
	Iteration 7F: 3 clusters Score -9221481 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -9225508.000000 Penalty: 3626.301025
	Iteration 8F: 3 clusters Score -9225508 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -9228349.000000 Penalty: 3626.301025
	Iteration 9F: 3 clusters Score -9228349 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9229848.000000 Penalty: 3626.301025
	Iteration 10Q: 3 clusters Score -9229848 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9230569.000000 Penalty: 3626.301025
	Iteration 11Q: 3 clusters Score -9230569 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9230800.000000 Penalty: 3626.301025
	Iteration 12Q: 3 clusters Score -9230800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9230898.000000 Penalty: 3626.301025
	Iteration 13Q: 3 clusters Score -9230898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9230975.000000 Penalty: 3626.301025
	Iteration 14Q: 3 clusters Score -9230975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9231015.000000 Penalty: 3626.301025
	Iteration 15Q: 3 clusters Score -9231015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9231042.000000 Penalty: 3626.301025
	Iteration 16Q: 3 clusters Score -9231042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9231053.000000 Penalty: 3626.301025
	Iteration 17Q: 3 clusters Score -9231053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9231054.000000 Penalty: 3626.301025
	Iteration 18Q: 3 clusters Score -9231054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9231056.000000 Penalty: 3626.301025
	Iteration 19Q: 3 clusters Score -9231056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9231062.000000 Penalty: 3626.301025
	Iteration 20F: 3 clusters Score -9231062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9231061.000000 Penalty: 3626.301025
	Iteration 21Q: 3 clusters Score -9231061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9231064.000000 Penalty: 3626.301025
	Iteration 22Q: 3 clusters Score -9231064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9231064.000000 Penalty: 3626.301025
	Iteration 23F: 3 clusters Score -9231064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1512424.000000 Penalty: 1518.896362
	Iteration 0F: 2 clusters Score -1512424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1504349.500000 Penalty: 3037.792725
	Iteration 0F: 3 clusters Score -1504350 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1507115.375000 Penalty: 3037.792725
	Iteration 1F: 3 clusters Score -1507115 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1507605.750000 Penalty: 3037.792725
	Iteration 2F: 3 clusters Score -1507606 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1508119.125000 Penalty: 3037.792725
	Iteration 3F: 3 clusters Score -1508119 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1508657.125000 Penalty: 3037.792725
	Iteration 4F: 3 clusters Score -1508657 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1509313.250000 Penalty: 3037.792725
	Iteration 5F: 3 clusters Score -1509313 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1510070.250000 Penalty: 3037.792725
	Iteration 6F: 3 clusters Score -1510070 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1510778.875000 Penalty: 3037.792725
	Iteration 7F: 3 clusters Score -1510779 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1511302.125000 Penalty: 3037.792725
	Iteration 8Q: 3 clusters Score -1511302 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1511586.000000 Penalty: 3037.792725
	Iteration 9Q: 3 clusters Score -1511586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1511709.625000 Penalty: 3037.792725
	Iteration 10Q: 3 clusters Score -1511710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1511768.625000 Penalty: 3037.792725
	Iteration 11Q: 3 clusters Score -1511769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1511798.250000 Penalty: 3037.792725
	Iteration 12Q: 3 clusters Score -1511798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1511815.875000 Penalty: 3037.792725
	Iteration 13Q: 3 clusters Score -1511816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1511827.500000 Penalty: 3037.792725
	Iteration 14Q: 3 clusters Score -1511828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1511829.250000 Penalty: 3037.792725
	Iteration 15Q: 3 clusters Score -1511829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1511833.625000 Penalty: 3037.792725
	Iteration 16Q: 3 clusters Score -1511834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1511834.000000 Penalty: 3037.792725
	Iteration 17Q: 3 clusters Score -1511834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1511840.125000 Penalty: 3037.792725
	Iteration 18Q: 3 clusters Score -1511840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1511838.625000 Penalty: 3037.792725
	Iteration 19Q: 3 clusters Score -1511839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1511842.875000 Penalty: 3037.792725
	Iteration 20F: 3 clusters Score -1511843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1511842.000000 Penalty: 3037.792725
	Iteration 21Q: 3 clusters Score -1511842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1511842.000000 Penalty: 3037.792725
	Iteration 22F: 3 clusters Score -1511842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Entering Unmasked Estep 
Score: -3050344.000000 Penalty: 1632.740112
	Iteration 0F: 2 clusters Score -3050344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3034510.000000 Penalty: 3265.480225
	Iteration 0F: 3 clusters Score -3034510 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3040195.000000 Penalty: 3265.480225
	Iteration 1F: 3 clusters Score -3040195 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3040494.500000 Penalty: 3265.480225
	Iteration 2Q: 3 clusters Score -3040494 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3040770.250000 Penalty: 3265.480225
	Iteration 3Q: 3 clusters Score -3040770 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3041087.500000 Penalty: 3265.480225
	Iteration 4Q: 3 clusters Score -3041088 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3041467.500000 Penalty: 3265.480225
	Iteration 5Q: 3 clusters Score -3041468 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3041915.000000 Penalty: 3265.480225
	Iteration 6Q: 3 clusters Score -3041915 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3042513.750000 Penalty: 3265.480225
	Iteration 7F: 3 clusters Score -3042514 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3043349.000000 Penalty: 3265.480225
	Iteration 8F: 3 clusters Score -3043349 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3044514.000000 Penalty: 3265.480225
	Iteration 9F: 3 clusters Score -3044514 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3045787.750000 Penalty: 3265.480225
	Iteration 10F: 3 clusters Score -3045788 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3047009.750000 Penalty: 3265.480225
	Iteration 11F: 3 clusters Score -3047010 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3047950.500000 Penalty: 3265.480225
	Iteration 12Q: 3 clusters Score -3047950 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3048460.000000 Penalty: 3265.480225
	Iteration 13Q: 3 clusters Score -3048460 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3048676.500000 Penalty: 3265.480225
	Iteration 14Q: 3 clusters Score -3048676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3048796.000000 Penalty: 3265.480225
	Iteration 15Q: 3 clusters Score -3048796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3048834.500000 Penalty: 3265.480225
	Iteration 16Q: 3 clusters Score -3048834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3048845.500000 Penalty: 3265.480225
	Iteration 17Q: 3 clusters Score -3048846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3048857.000000 Penalty: 3265.480225
	Iteration 18Q: 3 clusters Score -3048857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3048864.250000 Penalty: 3265.480225
	Iteration 19Q: 3 clusters Score -3048864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3048862.750000 Penalty: 3265.480225
	Iteration 20F: 3 clusters Score -3048863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3048874.250000 Penalty: 3265.480225
	Iteration 21Q: 3 clusters Score -3048874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3048871.500000 Penalty: 3265.480225
	Iteration 22Q: 3 clusters Score -3048872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3048881.500000 Penalty: 3265.480225
	Iteration 23Q: 3 clusters Score -3048882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3048882.500000 Penalty: 3265.480225
	Iteration 24Q: 3 clusters Score -3048882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3048882.500000 Penalty: 3265.480225
	Iteration 25F: 3 clusters Score -3048882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (85798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Entering Unmasked Estep 
Score: -11339951.000000 Penalty: 1845.959473
	Iteration 0F: 2 clusters Score -1.133995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -11287508.000000 Penalty: 3691.918945
	Iteration 0F: 3 clusters Score -1.128751e+07 nChanged 40949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -11310866.000000 Penalty: 3691.918945
	Iteration 1F: 3 clusters Score -1.131087e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -11311432.000000 Penalty: 3691.918945
	Iteration 2Q: 3 clusters Score -1.131143e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -11312127.000000 Penalty: 3691.918945
	Iteration 3Q: 3 clusters Score -1.131213e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -11313345.000000 Penalty: 3691.918945
	Iteration 4Q: 3 clusters Score -1.131334e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -11315847.000000 Penalty: 3691.918945
	Iteration 5F: 3 clusters Score -1.131585e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -11320401.000000 Penalty: 3691.918945
	Iteration 6F: 3 clusters Score -1.13204e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -11325711.000000 Penalty: 3691.918945
	Iteration 7F: 3 clusters Score -1.132571e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -11330780.000000 Penalty: 3691.918945
	Iteration 8F: 3 clusters Score -1.133078e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -11334152.000000 Penalty: 3691.918945
	Iteration 9Q: 3 clusters Score -1.133415e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -11336106.000000 Penalty: 3691.918945
	Iteration 10Q: 3 clusters Score -1.133611e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -11337108.000000 Penalty: 3691.918945
	Iteration 11Q: 3 clusters Score -1.133711e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -11337580.000000 Penalty: 3691.918945
	Iteration 12Q: 3 clusters Score -1.133758e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -11337857.000000 Penalty: 3691.918945
	Iteration 13Q: 3 clusters Score -1.133786e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -11338020.000000 Penalty: 3691.918945
	Iteration 14Q: 3 clusters Score -1.133802e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -11338100.000000 Penalty: 3691.918945
	Iteration 15Q: 3 clusters Score -1.13381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -11338130.000000 Penalty: 3691.918945
	Iteration 16Q: 3 clusters Score -1.133813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -11338149.000000 Penalty: 3691.918945
	Iteration 17Q: 3 clusters Score -1.133815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -11338184.000000 Penalty: 3691.918945
	Iteration 18Q: 3 clusters Score -1.133818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -11338179.000000 Penalty: 3691.918945
	Iteration 19Q: 3 clusters Score -1.133818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -11338187.000000 Penalty: 3691.918945
	Iteration 20F: 3 clusters Score -1.133819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -11338197.000000 Penalty: 3691.918945
	Iteration 21Q: 3 clusters Score -1.13382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -11338205.000000 Penalty: 3691.918945
	Iteration 22Q: 3 clusters Score -1.13382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -11338212.000000 Penalty: 3691.918945
	Iteration 23Q: 3 clusters Score -1.133821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -11338212.000000 Penalty: 3691.918945
	Iteration 24Q: 3 clusters Score -1.133821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -11338229.000000 Penalty: 3691.918945
	Iteration 25Q: 3 clusters Score -1.133823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -11338231.000000 Penalty: 3691.918945
	Iteration 26Q: 3 clusters Score -1.133823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -11338229.000000 Penalty: 3691.918945
	Iteration 27Q: 3 clusters Score -1.133823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -11338229.000000 Penalty: 3691.918945
	Iteration 28F: 3 clusters Score -1.133823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -373350.125000 Penalty: 1294.231812
	Iteration 0F: 2 clusters Score -373350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370735.375000 Penalty: 2588.463623
	Iteration 0F: 3 clusters Score -370735.4 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -371303.937500 Penalty: 2588.463623
	Iteration 1F: 3 clusters Score -371303.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -371420.250000 Penalty: 2588.463623
	Iteration 2F: 3 clusters Score -371420.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -371502.062500 Penalty: 2588.463623
	Iteration 3Q: 3 clusters Score -371502.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -371552.406250 Penalty: 2588.463623
	Iteration 4Q: 3 clusters Score -371552.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -371599.625000 Penalty: 2588.463623
	Iteration 5Q: 3 clusters Score -371599.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -371629.656250 Penalty: 2588.463623
	Iteration 6Q: 3 clusters Score -371629.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -371659.156250 Penalty: 2588.463623
	Iteration 7Q: 3 clusters Score -371659.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -371680.937500 Penalty: 2588.463623
	Iteration 8Q: 3 clusters Score -371680.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -371704.125000 Penalty: 2588.463623
	Iteration 9Q: 3 clusters Score -371704.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -371729.031250 Penalty: 2588.463623
	Iteration 10Q: 3 clusters Score -371729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -371744.593750 Penalty: 2588.463623
	Iteration 11Q: 3 clusters Score -371744.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -371757.593750 Penalty: 2588.463623
	Iteration 12Q: 3 clusters Score -371757.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -371773.218750 Penalty: 2588.463623
	Iteration 13Q: 3 clusters Score -371773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -371787.968750 Penalty: 2588.463623
	Iteration 14Q: 3 clusters Score -371788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -371807.281250 Penalty: 2588.463623
	Iteration 15Q: 3 clusters Score -371807.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -371836.343750 Penalty: 2588.463623
	Iteration 16Q: 3 clusters Score -371836.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -371861.718750 Penalty: 2588.463623
	Iteration 17Q: 3 clusters Score -371861.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -371885.218750 Penalty: 2588.463623
	Iteration 18Q: 3 clusters Score -371885.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -371902.093750 Penalty: 2588.463623
	Iteration 19Q: 3 clusters Score -371902.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -371921.687500 Penalty: 2588.463623
	Iteration 20F: 3 clusters Score -371921.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -371941.187500 Penalty: 2588.463623
	Iteration 21Q: 3 clusters Score -371941.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -371953.375000 Penalty: 2588.463623
	Iteration 22Q: 3 clusters Score -371953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -371961.031250 Penalty: 2588.463623
	Iteration 23Q: 3 clusters Score -371961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -371968.000000 Penalty: 2588.463623
	Iteration 24Q: 3 clusters Score -371968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -371973.687500 Penalty: 2588.463623
	Iteration 25Q: 3 clusters Score -371973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -371979.593750 Penalty: 2588.463623
	Iteration 26Q: 3 clusters Score -371979.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -371986.562500 Penalty: 2588.463623
	Iteration 27Q: 3 clusters Score -371986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -371995.093750 Penalty: 2588.463623
	Iteration 28Q: 3 clusters Score -371995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -372004.281250 Penalty: 2588.463623
	Iteration 29Q: 3 clusters Score -372004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -372013.562500 Penalty: 2588.463623
	Iteration 30Q: 3 clusters Score -372013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -372021.750000 Penalty: 2588.463623
	Iteration 31Q: 3 clusters Score -372021.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -372030.593750 Penalty: 2588.463623
	Iteration 32Q: 3 clusters Score -372030.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -372038.593750 Penalty: 2588.463623
	Iteration 33Q: 3 clusters Score -372038.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -372047.125000 Penalty: 2588.463623
	Iteration 34Q: 3 clusters Score -372047.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -372061.906250 Penalty: 2588.463623
	Iteration 35Q: 3 clusters Score -372061.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -372076.843750 Penalty: 2588.463623
	Iteration 36Q: 3 clusters Score -372076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -372087.312500 Penalty: 2588.463623
	Iteration 37Q: 3 clusters Score -372087.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -372098.187500 Penalty: 2588.463623
	Iteration 38Q: 3 clusters Score -372098.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -372105.500000 Penalty: 2588.463623
	Iteration 39Q: 3 clusters Score -372105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -372108.312500 Penalty: 2588.463623
	Iteration 40F: 3 clusters Score -372108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -372109.312500 Penalty: 2588.463623
	Iteration 41Q: 3 clusters Score -372109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -372111.968750 Penalty: 2588.463623
	Iteration 42Q: 3 clusters Score -372112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -372113.843750 Penalty: 2588.463623
	Iteration 43Q: 3 clusters Score -372113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -372116.156250 Penalty: 2588.463623
	Iteration 44Q: 3 clusters Score -372116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -372118.312500 Penalty: 2588.463623
	Iteration 45Q: 3 clusters Score -372118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -372118.875000 Penalty: 2588.463623
	Iteration 46Q: 3 clusters Score -372118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -372119.312500 Penalty: 2588.463623
	Iteration 47Q: 3 clusters Score -372119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -372119.312500 Penalty: 2588.463623
	Iteration 48Q: 3 clusters Score -372119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -372120.875000 Penalty: 2588.463623
	Iteration 49Q: 3 clusters Score -372120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -372121.406250 Penalty: 2588.463623
	Iteration 50Q: 3 clusters Score -372121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -372121.406250 Penalty: 2588.463623
	Iteration 51F: 3 clusters Score -372121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (68425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Entering Unmasked Estep 
Score: -9091129.000000 Penalty: 1809.192627
	Iteration 0F: 2 clusters Score -9091129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -9046461.000000 Penalty: 3618.385254
	Iteration 0F: 3 clusters Score -9046461 nChanged 32563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -9065380.000000 Penalty: 3618.385254
	Iteration 1F: 3 clusters Score -9065380 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -9066139.000000 Penalty: 3618.385254
	Iteration 2Q: 3 clusters Score -9066139 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -9067162.000000 Penalty: 3618.385254
	Iteration 3Q: 3 clusters Score -9067162 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -9068806.000000 Penalty: 3618.385254
	Iteration 4F: 3 clusters Score -9068806 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9071398.000000 Penalty: 3618.385254
	Iteration 5F: 3 clusters Score -9071398 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -9075373.000000 Penalty: 3618.385254
	Iteration 6F: 3 clusters Score -9075373 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -9080412.000000 Penalty: 3618.385254
	Iteration 7F: 3 clusters Score -9080412 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -9085183.000000 Penalty: 3618.385254
	Iteration 8F: 3 clusters Score -9085183 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -9087939.000000 Penalty: 3618.385254
	Iteration 9Q: 3 clusters Score -9087939 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -9088974.000000 Penalty: 3618.385254
	Iteration 10Q: 3 clusters Score -9088974 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -9089359.000000 Penalty: 3618.385254
	Iteration 11Q: 3 clusters Score -9089359 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -9089472.000000 Penalty: 3618.385254
	Iteration 12Q: 3 clusters Score -9089472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -9089507.000000 Penalty: 3618.385254
	Iteration 13Q: 3 clusters Score -9089507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -9089530.000000 Penalty: 3618.385254
	Iteration 14Q: 3 clusters Score -9089530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -9089548.000000 Penalty: 3618.385254
	Iteration 15Q: 3 clusters Score -9089548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -9089568.000000 Penalty: 3618.385254
	Iteration 16Q: 3 clusters Score -9089568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -9089577.000000 Penalty: 3618.385254
	Iteration 17Q: 3 clusters Score -9089577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -9089582.000000 Penalty: 3618.385254
	Iteration 18Q: 3 clusters Score -9089582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -9089585.000000 Penalty: 3618.385254
	Iteration 19Q: 3 clusters Score -9089585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -9089591.000000 Penalty: 3618.385254
	Iteration 20F: 3 clusters Score -9089591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49300 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 14501 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60409 members 
Mstep: Class 10 contains 61738 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 84822 members 
Mstep: Class 13 contains 27642 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 77807 members 
Mstep: Class 22 contains 31102 members 
Mstep: Class 23 contains 22629 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 35973 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 71478 members 
Mstep: Class 32 contains 78830 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70112 members 
Mstep: Class 37 contains 11465 members 
Mstep: Class 38 contains 23101 members 
Mstep: Class 39 contains 85798 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795184.000000 Penalty: 92049.632812
Iteration 479Q: 42 clusters Score -1.277952e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49294 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 9636 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60400 members 
Mstep: Class 10 contains 61625 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 84821 members 
Mstep: Class 13 contains 27648 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 77455 members 
Mstep: Class 22 contains 30996 members 
Mstep: Class 23 contains 22642 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 36774 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 71422 members 
Mstep: Class 32 contains 78804 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70105 members 
Mstep: Class 37 contains 11418 members 
Mstep: Class 38 contains 23100 members 
Mstep: Class 39 contains 85799 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795352.000000 Penalty: 92049.632812
Iteration 480F: 42 clusters Score -1.277954e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49294 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 9682 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60400 members 
Mstep: Class 10 contains 61516 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 84819 members 
Mstep: Class 13 contains 27650 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 77172 members 
Mstep: Class 22 contains 30891 members 
Mstep: Class 23 contains 22642 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 37596 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 71376 members 
Mstep: Class 32 contains 78791 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 70102 members 
Mstep: Class 37 contains 11359 members 
Mstep: Class 38 contains 23099 members 
Mstep: Class 39 contains 85799 members 
Mstep: Class 40 contains 2877 members 
Mstep: Class 41 contains 68145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795600.000000 Penalty: 92049.632812
Iteration 481Q: 42 clusters Score -1.277956e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49317 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 9716 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 14471 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60397 members 
Mstep: Class 10 contains 61422 members 
Mstep: Class 11 contains 5199 members 
Mstep: Class 12 contains 84831 members 
Mstep: Class 13 contains 27650 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 76930 members 
Mstep: Class 22 contains 30780 members 
Mstep: Class 23 contains 22643 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 38361 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 71334 members 
Mstep: Class 32 contains 78748 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1514 members 
Mstep: Class 36 contains 70097 members 
Mstep: Class 37 contains 11294 members 
Mstep: Class 38 contains 23099 members 
Mstep: Class 39 contains 85798 members 
Mstep: Class 40 contains 2878 members 
Mstep: Class 41 contains 67962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795688.000000 Penalty: 92049.632812
Iteration 482Q: 42 clusters Score -1.277957e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49292 members 
Mstep: Class 3 contains 14751 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 14466 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60396 members 
Mstep: Class 10 contains 61356 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 84832 members 
Mstep: Class 13 contains 27653 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 8671 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 76679 members 
Mstep: Class 22 contains 30668 members 
Mstep: Class 23 contains 22639 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 39157 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 71277 members 
Mstep: Class 32 contains 78669 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70090 members 
Mstep: Class 37 contains 11236 members 
Mstep: Class 38 contains 23097 members 
Mstep: Class 39 contains 85797 members 
Mstep: Class 40 contains 2878 members 
Mstep: Class 41 contains 67821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795776.000000 Penalty: 92049.632812
Iteration 483Q: 42 clusters Score -1.277958e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49301 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 14458 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60394 members 
Mstep: Class 10 contains 61308 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 84815 members 
Mstep: Class 13 contains 27654 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 8637 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 76473 members 
Mstep: Class 22 contains 30541 members 
Mstep: Class 23 contains 22640 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 39952 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 71199 members 
Mstep: Class 32 contains 78592 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70085 members 
Mstep: Class 37 contains 11176 members 
Mstep: Class 38 contains 23100 members 
Mstep: Class 39 contains 85796 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 67618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795768.000000 Penalty: 92049.632812
Iteration 484Q: 42 clusters Score -1.277958e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49299 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 14450 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60391 members 
Mstep: Class 10 contains 61268 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 84771 members 
Mstep: Class 13 contains 27655 members 
Mstep: Class 14 contains 5287 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 76264 members 
Mstep: Class 22 contains 30373 members 
Mstep: Class 23 contains 22644 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 40715 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 71109 members 
Mstep: Class 32 contains 78506 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70084 members 
Mstep: Class 37 contains 11113 members 
Mstep: Class 38 contains 23098 members 
Mstep: Class 39 contains 85794 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 67539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796216.000000 Penalty: 92049.632812
Iteration 485Q: 42 clusters Score -1.277962e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49285 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 9928 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 14438 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60388 members 
Mstep: Class 10 contains 61201 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 84716 members 
Mstep: Class 13 contains 27654 members 
Mstep: Class 14 contains 5285 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 76062 members 
Mstep: Class 22 contains 30248 members 
Mstep: Class 23 contains 22648 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 41454 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 71032 members 
Mstep: Class 32 contains 78422 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70081 members 
Mstep: Class 37 contains 11057 members 
Mstep: Class 38 contains 23098 members 
Mstep: Class 39 contains 85792 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 67490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796496.000000 Penalty: 92049.632812
Iteration 486Q: 42 clusters Score -1.277965e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49243 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 14423 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60387 members 
Mstep: Class 10 contains 61145 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 84674 members 
Mstep: Class 13 contains 27654 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 8551 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 75793 members 
Mstep: Class 22 contains 30143 members 
Mstep: Class 23 contains 22658 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 42169 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 70976 members 
Mstep: Class 32 contains 78340 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70083 members 
Mstep: Class 37 contains 10989 members 
Mstep: Class 38 contains 23093 members 
Mstep: Class 39 contains 85789 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 67493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796600.000000 Penalty: 92049.632812
Iteration 487Q: 42 clusters Score -1.277966e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49204 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 14420 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60386 members 
Mstep: Class 10 contains 61058 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 84635 members 
Mstep: Class 13 contains 27651 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 75580 members 
Mstep: Class 22 contains 30013 members 
Mstep: Class 23 contains 22668 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 42878 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 70932 members 
Mstep: Class 32 contains 78242 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70079 members 
Mstep: Class 37 contains 10926 members 
Mstep: Class 38 contains 23084 members 
Mstep: Class 39 contains 85788 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 67509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796872.000000 Penalty: 92049.632812
Iteration 488Q: 42 clusters Score -1.277969e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49180 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 14411 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60386 members 
Mstep: Class 10 contains 60982 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 84568 members 
Mstep: Class 13 contains 27651 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 8480 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 75321 members 
Mstep: Class 22 contains 29872 members 
Mstep: Class 23 contains 22683 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 43611 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 70879 members 
Mstep: Class 32 contains 78120 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70073 members 
Mstep: Class 37 contains 10863 members 
Mstep: Class 38 contains 23082 members 
Mstep: Class 39 contains 85787 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 67584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796880.000000 Penalty: 92049.632812
Iteration 489Q: 42 clusters Score -1.277969e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49137 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 10062 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 14404 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60378 members 
Mstep: Class 10 contains 60881 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 84510 members 
Mstep: Class 13 contains 27656 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 8444 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 75156 members 
Mstep: Class 22 contains 29740 members 
Mstep: Class 23 contains 22688 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 44338 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 70820 members 
Mstep: Class 32 contains 78041 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70075 members 
Mstep: Class 37 contains 10792 members 
Mstep: Class 38 contains 23079 members 
Mstep: Class 39 contains 85788 members 
Mstep: Class 40 contains 2882 members 
Mstep: Class 41 contains 67575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797064.000000 Penalty: 92049.632812
Iteration 490Q: 42 clusters Score -1.277971e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49094 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 14398 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60371 members 
Mstep: Class 10 contains 60802 members 
Mstep: Class 11 contains 5187 members 
Mstep: Class 12 contains 84445 members 
Mstep: Class 13 contains 27659 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 75061 members 
Mstep: Class 22 contains 29604 members 
Mstep: Class 23 contains 22701 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 45066 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 70756 members 
Mstep: Class 32 contains 77918 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70077 members 
Mstep: Class 37 contains 10732 members 
Mstep: Class 38 contains 23075 members 
Mstep: Class 39 contains 85787 members 
Mstep: Class 40 contains 2886 members 
Mstep: Class 41 contains 67524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797344.000000 Penalty: 92049.632812
Iteration 491Q: 42 clusters Score -1.277973e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49058 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 10107 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 14394 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60369 members 
Mstep: Class 10 contains 60746 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 84397 members 
Mstep: Class 13 contains 27660 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 74899 members 
Mstep: Class 22 contains 29471 members 
Mstep: Class 23 contains 22715 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 45854 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12651 members 
Mstep: Class 31 contains 70718 members 
Mstep: Class 32 contains 77814 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70073 members 
Mstep: Class 37 contains 10670 members 
Mstep: Class 38 contains 23068 members 
Mstep: Class 39 contains 85788 members 
Mstep: Class 40 contains 2889 members 
Mstep: Class 41 contains 67414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797552.000000 Penalty: 92049.632812
Iteration 492Q: 42 clusters Score -1.277976e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49034 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 14389 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60362 members 
Mstep: Class 10 contains 60678 members 
Mstep: Class 11 contains 5173 members 
Mstep: Class 12 contains 84322 members 
Mstep: Class 13 contains 27661 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 8338 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 74689 members 
Mstep: Class 22 contains 29321 members 
Mstep: Class 23 contains 22726 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 46706 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 70663 members 
Mstep: Class 32 contains 77664 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70069 members 
Mstep: Class 37 contains 10607 members 
Mstep: Class 38 contains 23063 members 
Mstep: Class 39 contains 85789 members 
Mstep: Class 40 contains 2890 members 
Mstep: Class 41 contains 67371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797640.000000 Penalty: 92049.632812
Iteration 493Q: 42 clusters Score -1.277976e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 49014 members 
Mstep: Class 3 contains 14751 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 14386 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60357 members 
Mstep: Class 10 contains 60592 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 12 contains 84257 members 
Mstep: Class 13 contains 27661 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 74485 members 
Mstep: Class 22 contains 29170 members 
Mstep: Class 23 contains 22717 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 47506 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 70622 members 
Mstep: Class 32 contains 77539 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70062 members 
Mstep: Class 37 contains 10548 members 
Mstep: Class 38 contains 23062 members 
Mstep: Class 39 contains 85790 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 67349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797960.000000 Penalty: 92049.632812
Iteration 494Q: 42 clusters Score -1.27798e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48969 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 14380 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60355 members 
Mstep: Class 10 contains 60507 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 84197 members 
Mstep: Class 13 contains 27662 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 8289 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 74158 members 
Mstep: Class 22 contains 29039 members 
Mstep: Class 23 contains 22709 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 48310 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26803 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 70589 members 
Mstep: Class 32 contains 77436 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70058 members 
Mstep: Class 37 contains 10493 members 
Mstep: Class 38 contains 23062 members 
Mstep: Class 39 contains 85791 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 67406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798200.000000 Penalty: 92049.632812
Iteration 495Q: 42 clusters Score -1.277982e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48900 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 10202 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 14372 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60356 members 
Mstep: Class 10 contains 60447 members 
Mstep: Class 11 contains 5164 members 
Mstep: Class 12 contains 84158 members 
Mstep: Class 13 contains 27662 members 
Mstep: Class 14 contains 5277 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 73893 members 
Mstep: Class 22 contains 28882 members 
Mstep: Class 23 contains 22712 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 49066 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26801 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 70597 members 
Mstep: Class 32 contains 77283 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 70059 members 
Mstep: Class 37 contains 10433 members 
Mstep: Class 38 contains 23057 members 
Mstep: Class 39 contains 85789 members 
Mstep: Class 40 contains 2892 members 
Mstep: Class 41 contains 67464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798576.000000 Penalty: 92049.632812
Iteration 496Q: 42 clusters Score -1.277986e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48850 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 10224 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 14362 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60348 members 
Mstep: Class 10 contains 60415 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 12 contains 84127 members 
Mstep: Class 13 contains 27662 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 8237 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 73601 members 
Mstep: Class 22 contains 28738 members 
Mstep: Class 23 contains 22715 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 49817 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 70611 members 
Mstep: Class 32 contains 77119 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 70060 members 
Mstep: Class 37 contains 10377 members 
Mstep: Class 38 contains 23048 members 
Mstep: Class 39 contains 85790 members 
Mstep: Class 40 contains 2892 members 
Mstep: Class 41 contains 67493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798280.000000 Penalty: 92049.632812
Iteration 497Q: 42 clusters Score -1.277983e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48812 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 10252 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 14343 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60350 members 
Mstep: Class 10 contains 60411 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 84086 members 
Mstep: Class 13 contains 27665 members 
Mstep: Class 14 contains 5269 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 73300 members 
Mstep: Class 22 contains 28579 members 
Mstep: Class 23 contains 22720 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 50524 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 70632 members 
Mstep: Class 32 contains 76923 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 70060 members 
Mstep: Class 37 contains 10330 members 
Mstep: Class 38 contains 23040 members 
Mstep: Class 39 contains 85791 members 
Mstep: Class 40 contains 2892 members 
Mstep: Class 41 contains 67574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798408.000000 Penalty: 92049.632812
Iteration 498Q: 42 clusters Score -1.277984e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48770 members 
Mstep: Class 3 contains 14757 members 
Mstep: Class 4 contains 10276 members 
Mstep: Class 5 contains 2795 members 
Mstep: Class 6 contains 14329 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60349 members 
Mstep: Class 10 contains 60439 members 
Mstep: Class 11 contains 5157 members 
Mstep: Class 12 contains 84051 members 
Mstep: Class 13 contains 27666 members 
Mstep: Class 14 contains 5265 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 73008 members 
Mstep: Class 22 contains 28429 members 
Mstep: Class 23 contains 22718 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 51193 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 70697 members 
Mstep: Class 32 contains 76689 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 70059 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 23039 members 
Mstep: Class 39 contains 85792 members 
Mstep: Class 40 contains 2892 members 
Mstep: Class 41 contains 67628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798232.000000 Penalty: 92049.632812
Iteration 499Q: 42 clusters Score -1.277982e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48738 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 2795 members 
Mstep: Class 6 contains 14313 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 128 members 
Mstep: Class 9 contains 60353 members 
Mstep: Class 10 contains 60437 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 84044 members 
Mstep: Class 13 contains 27668 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 8177 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 4760 members 
Mstep: Class 19 contains 101 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 72742 members 
Mstep: Class 22 contains 28288 members 
Mstep: Class 23 contains 22721 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 51832 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 1838 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 70783 members 
Mstep: Class 32 contains 76414 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 1515 members 
Mstep: Class 36 contains 70052 members 
Mstep: Class 37 contains 10245 members 
Mstep: Class 38 contains 23039 members 
Mstep: Class 39 contains 85792 members 
Mstep: Class 40 contains 2894 members 
Mstep: Class 41 contains 67676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797936.000000 Penalty: 92049.632812
Iteration 500F: 42 clusters Score -1.277979e+08 nChanged 2030
Maximum iterations exceeded
21->42 Clusters: Score -127797936.000000, best is -127798976.000000

Starting from 22 clusters...
--- Clustering full data set of 1000570 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 47784 members 
Mstep: Class 3 contains 47523 members 
Mstep: Class 4 contains 47743 members 
Mstep: Class 5 contains 47378 members 
Mstep: Class 6 contains 47527 members 
Mstep: Class 7 contains 47510 members 
Mstep: Class 8 contains 47872 members 
Mstep: Class 9 contains 47637 members 
Mstep: Class 10 contains 47698 members 
Mstep: Class 11 contains 47651 members 
Mstep: Class 12 contains 47496 members 
Mstep: Class 13 contains 47897 members 
Mstep: Class 14 contains 47272 members 
Mstep: Class 15 contains 47380 members 
Mstep: Class 16 contains 47744 members 
Mstep: Class 17 contains 47972 members 
Mstep: Class 18 contains 47531 members 
Mstep: Class 19 contains 47868 members 
Mstep: Class 20 contains 47779 members 
Mstep: Class 21 contains 47990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123370848.000000 Penalty: 47147.375000
Iteration 0F: 22 clusters Score -1.233708e+08 nChanged 952592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1257 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 10141 members 
Mstep: Class 3 contains 266417 members 
Mstep: Class 4 contains 33571 members 
Mstep: Class 5 contains 19529 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 9558 members 
Mstep: Class 8 contains 44350 members 
Mstep: Class 9 contains 31039 members 
Mstep: Class 10 contains 22201 members 
Mstep: Class 11 contains 40793 members 
Mstep: Class 12 contains 91949 members 
Mstep: Class 13 contains 34319 members 
Mstep: Class 14 contains 143188 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 14190 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 157341 members 
Mstep: Class 21 contains 11240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126042136.000000 Penalty: 47147.375000
Iteration 1F: 22 clusters Score -1.260421e+08 nChanged 358503
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 246547 members 
Mstep: Class 4 contains 36618 members 
Mstep: Class 5 contains 21736 members 
Mstep: Class 6 contains 10187 members 
Mstep: Class 7 contains 7044 members 
Mstep: Class 8 contains 33748 members 
Mstep: Class 9 contains 21108 members 
Mstep: Class 10 contains 16577 members 
Mstep: Class 11 contains 35298 members 
Mstep: Class 12 contains 140736 members 
Mstep: Class 13 contains 32537 members 
Mstep: Class 14 contains 169361 members 
Mstep: Class 15 contains 12584 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 160528 members 
Mstep: Class 21 contains 5808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126398624.000000 Penalty: 47147.375000
Iteration 2F: 22 clusters Score -1.263986e+08 nChanged 265756
Entering Unmasked Mstep 
Mstep: Class 0 contains 443 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 197280 members 
Mstep: Class 4 contains 48918 members 
Mstep: Class 5 contains 25531 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 6049 members 
Mstep: Class 8 contains 29607 members 
Mstep: Class 9 contains 20408 members 
Mstep: Class 10 contains 18211 members 
Mstep: Class 11 contains 40944 members 
Mstep: Class 12 contains 231031 members 
Mstep: Class 13 contains 37425 members 
Mstep: Class 14 contains 133623 members 
Mstep: Class 15 contains 13858 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 141037 members 
Mstep: Class 21 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126572536.000000 Penalty: 47147.375000
Iteration 3F: 22 clusters Score -1.265725e+08 nChanged 256777
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 179686 members 
Mstep: Class 4 contains 60232 members 
Mstep: Class 5 contains 27445 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 30577 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 24216 members 
Mstep: Class 11 contains 55976 members 
Mstep: Class 12 contains 173842 members 
Mstep: Class 13 contains 39874 members 
Mstep: Class 14 contains 168521 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 149747 members 
Mstep: Class 21 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126727792.000000 Penalty: 47147.375000
Iteration 4F: 22 clusters Score -1.267278e+08 nChanged 168593
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 5089 members 
Mstep: Class 3 contains 170917 members 
Mstep: Class 4 contains 70183 members 
Mstep: Class 5 contains 27739 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 33991 members 
Mstep: Class 9 contains 16965 members 
Mstep: Class 10 contains 32834 members 
Mstep: Class 11 contains 86391 members 
Mstep: Class 12 contains 171823 members 
Mstep: Class 13 contains 42768 members 
Mstep: Class 14 contains 137509 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 142082 members 
Mstep: Class 21 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923072.000000 Penalty: 47147.375000
Iteration 5F: 22 clusters Score -1.269231e+08 nChanged 157746
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 154170 members 
Mstep: Class 4 contains 76070 members 
Mstep: Class 5 contains 26492 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 8270 members 
Mstep: Class 8 contains 35673 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 40402 members 
Mstep: Class 11 contains 134510 members 
Mstep: Class 12 contains 147167 members 
Mstep: Class 13 contains 44993 members 
Mstep: Class 14 contains 143695 members 
Mstep: Class 15 contains 16351 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 20 contains 118812 members 
Mstep: Class 21 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127107880.000000 Penalty: 47147.375000
Iteration 6F: 22 clusters Score -1.271079e+08 nChanged 165706
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 148616 members 
Mstep: Class 4 contains 80049 members 
Mstep: Class 5 contains 24628 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 36018 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 44939 members 
Mstep: Class 11 contains 201571 members 
Mstep: Class 12 contains 131310 members 
Mstep: Class 13 contains 45350 members 
Mstep: Class 14 contains 114133 members 
Mstep: Class 15 contains 16358 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 100842 members 
Mstep: Class 21 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2244.668701 but Gain 2245.113281
Score: -127165192.000000 Penalty: 44902.261719
Iteration 7F: 21 clusters Score -1.271652e+08 nChanged 173064
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 154573 members 
Mstep: Class 4 contains 83802 members 
Mstep: Class 5 contains 22315 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 9185 members 
Mstep: Class 8 contains 39520 members 
Mstep: Class 9 contains 12353 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 192418 members 
Mstep: Class 12 contains 132019 members 
Mstep: Class 13 contains 44941 members 
Mstep: Class 14 contains 113688 members 
Mstep: Class 15 contains 16709 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 91197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127215416.000000 Penalty: 44902.261719
Iteration 8F: 21 clusters Score -1.272154e+08 nChanged 107145
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4572 members 
Mstep: Class 3 contains 150733 members 
Mstep: Class 4 contains 86312 members 
Mstep: Class 5 contains 20171 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 45624 members 
Mstep: Class 9 contains 12853 members 
Mstep: Class 10 contains 71931 members 
Mstep: Class 11 contains 178021 members 
Mstep: Class 12 contains 135362 members 
Mstep: Class 13 contains 43997 members 
Mstep: Class 14 contains 106377 members 
Mstep: Class 15 contains 15890 members 
Mstep: Class 16 contains 5488 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 93141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127282824.000000 Penalty: 44902.261719
Iteration 9F: 21 clusters Score -1.272828e+08 nChanged 91679
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 146436 members 
Mstep: Class 4 contains 88150 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 53504 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 90711 members 
Mstep: Class 11 contains 165039 members 
Mstep: Class 12 contains 134656 members 
Mstep: Class 13 contains 42745 members 
Mstep: Class 14 contains 97701 members 
Mstep: Class 15 contains 14532 members 
Mstep: Class 16 contains 5584 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 94870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127348256.000000 Penalty: 44902.261719
Iteration 10F: 21 clusters Score -1.273483e+08 nChanged 85409
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 140084 members 
Mstep: Class 4 contains 89428 members 
Mstep: Class 5 contains 16300 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 10161 members 
Mstep: Class 8 contains 62281 members 
Mstep: Class 9 contains 16340 members 
Mstep: Class 10 contains 111105 members 
Mstep: Class 11 contains 154231 members 
Mstep: Class 12 contains 133633 members 
Mstep: Class 13 contains 41318 members 
Mstep: Class 14 contains 90187 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 92949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127408184.000000 Penalty: 44902.261719
Iteration 11F: 21 clusters Score -1.274082e+08 nChanged 78362
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 135198 members 
Mstep: Class 4 contains 90465 members 
Mstep: Class 5 contains 14728 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 70560 members 
Mstep: Class 9 contains 18758 members 
Mstep: Class 10 contains 132557 members 
Mstep: Class 11 contains 145496 members 
Mstep: Class 12 contains 131935 members 
Mstep: Class 13 contains 39526 members 
Mstep: Class 14 contains 81523 members 
Mstep: Class 15 contains 11398 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 88395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127456968.000000 Penalty: 44902.261719
Iteration 12F: 21 clusters Score -1.27457e+08 nChanged 78452
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 127579 members 
Mstep: Class 4 contains 91319 members 
Mstep: Class 5 contains 13407 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 78617 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 156554 members 
Mstep: Class 11 contains 134343 members 
Mstep: Class 12 contains 129872 members 
Mstep: Class 13 contains 37366 members 
Mstep: Class 14 contains 75214 members 
Mstep: Class 15 contains 9932 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 3256 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 84575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127471888.000000 Penalty: 44902.261719
Iteration 13F: 21 clusters Score -1.274719e+08 nChanged 80199
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 129356 members 
Mstep: Class 4 contains 92008 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 85893 members 
Mstep: Class 9 contains 24120 members 
Mstep: Class 10 contains 160519 members 
Mstep: Class 11 contains 129710 members 
Mstep: Class 12 contains 129127 members 
Mstep: Class 13 contains 35586 members 
Mstep: Class 14 contains 69802 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 81817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127473088.000000 Penalty: 44902.261719
Iteration 14F: 21 clusters Score -1.274731e+08 nChanged 51779
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8607 members 
Mstep: Class 3 contains 131201 members 
Mstep: Class 4 contains 92475 members 
Mstep: Class 5 contains 11552 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 11983 members 
Mstep: Class 8 contains 93179 members 
Mstep: Class 9 contains 26665 members 
Mstep: Class 10 contains 153184 members 
Mstep: Class 11 contains 130941 members 
Mstep: Class 12 contains 128149 members 
Mstep: Class 13 contains 34134 members 
Mstep: Class 14 contains 66941 members 
Mstep: Class 15 contains 7879 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 81427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127488752.000000 Penalty: 44902.261719
Iteration 15F: 21 clusters Score -1.274888e+08 nChanged 39752
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9749 members 
Mstep: Class 3 contains 131980 members 
Mstep: Class 4 contains 92665 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 12387 members 
Mstep: Class 8 contains 101104 members 
Mstep: Class 9 contains 28708 members 
Mstep: Class 10 contains 146363 members 
Mstep: Class 11 contains 130761 members 
Mstep: Class 12 contains 126853 members 
Mstep: Class 13 contains 32967 members 
Mstep: Class 14 contains 65375 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 81408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127505392.000000 Penalty: 44902.261719
Iteration 16Q: 21 clusters Score -1.275054e+08 nChanged 36052
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 131511 members 
Mstep: Class 4 contains 92739 members 
Mstep: Class 5 contains 10535 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 109128 members 
Mstep: Class 9 contains 30390 members 
Mstep: Class 10 contains 141793 members 
Mstep: Class 11 contains 130386 members 
Mstep: Class 12 contains 125653 members 
Mstep: Class 13 contains 31855 members 
Mstep: Class 14 contains 64151 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 80186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127520016.000000 Penalty: 44902.261719
Iteration 17Q: 21 clusters Score -1.2752e+08 nChanged 34074
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 130592 members 
Mstep: Class 4 contains 92688 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 13136 members 
Mstep: Class 8 contains 117180 members 
Mstep: Class 9 contains 31867 members 
Mstep: Class 10 contains 138730 members 
Mstep: Class 11 contains 129798 members 
Mstep: Class 12 contains 124244 members 
Mstep: Class 13 contains 30889 members 
Mstep: Class 14 contains 63544 members 
Mstep: Class 15 contains 6669 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 77520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127534112.000000 Penalty: 44902.261719
Iteration 18Q: 21 clusters Score -1.275341e+08 nChanged 33228
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 130109 members 
Mstep: Class 4 contains 92499 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 13427 members 
Mstep: Class 8 contains 125096 members 
Mstep: Class 9 contains 33211 members 
Mstep: Class 10 contains 135591 members 
Mstep: Class 11 contains 129216 members 
Mstep: Class 12 contains 122897 members 
Mstep: Class 13 contains 30097 members 
Mstep: Class 14 contains 63498 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 73878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127549128.000000 Penalty: 44902.261719
Iteration 19Q: 21 clusters Score -1.275491e+08 nChanged 35554
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13293 members 
Mstep: Class 3 contains 128159 members 
Mstep: Class 4 contains 92310 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 13749 members 
Mstep: Class 8 contains 136304 members 
Mstep: Class 9 contains 34234 members 
Mstep: Class 10 contains 132248 members 
Mstep: Class 11 contains 127029 members 
Mstep: Class 12 contains 121131 members 
Mstep: Class 13 contains 29435 members 
Mstep: Class 14 contains 63865 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 648 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 70328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127556264.000000 Penalty: 44902.261719
Iteration 20F: 21 clusters Score -1.275563e+08 nChanged 46249
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 14141 members 
Mstep: Class 3 contains 122349 members 
Mstep: Class 4 contains 92013 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 13993 members 
Mstep: Class 8 contains 152398 members 
Mstep: Class 9 contains 35043 members 
Mstep: Class 10 contains 129083 members 
Mstep: Class 11 contains 123518 members 
Mstep: Class 12 contains 118556 members 
Mstep: Class 13 contains 28827 members 
Mstep: Class 14 contains 65005 members 
Mstep: Class 15 contains 6389 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 3394 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 67190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127539104.000000 Penalty: 44902.261719
Iteration 21Q: 21 clusters Score -1.275391e+08 nChanged 66095
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 15110 members 
Mstep: Class 3 contains 117420 members 
Mstep: Class 4 contains 91916 members 
Mstep: Class 5 contains 9808 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 14155 members 
Mstep: Class 8 contains 157457 members 
Mstep: Class 9 contains 36159 members 
Mstep: Class 10 contains 128333 members 
Mstep: Class 11 contains 123270 members 
Mstep: Class 12 contains 118026 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 14 contains 67131 members 
Mstep: Class 15 contains 6361 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 64776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127526672.000000 Penalty: 44902.261719
Iteration 22F: 21 clusters Score -1.275267e+08 nChanged 52499
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 16264 members 
Mstep: Class 3 contains 116943 members 
Mstep: Class 4 contains 91745 members 
Mstep: Class 5 contains 9743 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 151123 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 129124 members 
Mstep: Class 11 contains 126418 members 
Mstep: Class 12 contains 118917 members 
Mstep: Class 13 contains 28212 members 
Mstep: Class 14 contains 69111 members 
Mstep: Class 15 contains 6362 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 20 contains 62494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127528848.000000 Penalty: 44902.261719
Iteration 23F: 21 clusters Score -1.275288e+08 nChanged 33386
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 117870 members 
Mstep: Class 4 contains 91503 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 14392 members 
Mstep: Class 8 contains 143503 members 
Mstep: Class 9 contains 38515 members 
Mstep: Class 10 contains 130353 members 
Mstep: Class 11 contains 129670 members 
Mstep: Class 12 contains 118749 members 
Mstep: Class 13 contains 28041 members 
Mstep: Class 14 contains 70765 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 625 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 61154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127532920.000000 Penalty: 44902.261719
Iteration 24Q: 21 clusters Score -1.275329e+08 nChanged 27010
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 18767 members 
Mstep: Class 3 contains 120495 members 
Mstep: Class 4 contains 91320 members 
Mstep: Class 5 contains 9676 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 14469 members 
Mstep: Class 8 contains 137562 members 
Mstep: Class 9 contains 39320 members 
Mstep: Class 10 contains 130807 members 
Mstep: Class 11 contains 131444 members 
Mstep: Class 12 contains 117729 members 
Mstep: Class 13 contains 27875 members 
Mstep: Class 14 contains 71726 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 60404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127537320.000000 Penalty: 44902.261719
Iteration 25Q: 21 clusters Score -1.275373e+08 nChanged 23259
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 20136 members 
Mstep: Class 3 contains 124511 members 
Mstep: Class 4 contains 91230 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 14500 members 
Mstep: Class 8 contains 133075 members 
Mstep: Class 9 contains 40124 members 
Mstep: Class 10 contains 129947 members 
Mstep: Class 11 contains 131074 members 
Mstep: Class 12 contains 117130 members 
Mstep: Class 13 contains 27761 members 
Mstep: Class 14 contains 72301 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 60084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127551032.000000 Penalty: 44902.261719
Iteration 26Q: 21 clusters Score -1.27551e+08 nChanged 24656
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 21452 members 
Mstep: Class 3 contains 130966 members 
Mstep: Class 4 contains 91224 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 128863 members 
Mstep: Class 9 contains 40783 members 
Mstep: Class 10 contains 127969 members 
Mstep: Class 11 contains 128785 members 
Mstep: Class 12 contains 116683 members 
Mstep: Class 13 contains 27663 members 
Mstep: Class 14 contains 72659 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 60252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127567992.000000 Penalty: 44902.261719
Iteration 27Q: 21 clusters Score -1.27568e+08 nChanged 33032
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 22706 members 
Mstep: Class 3 contains 140764 members 
Mstep: Class 4 contains 91246 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 4689 members 
Mstep: Class 7 contains 14527 members 
Mstep: Class 8 contains 123551 members 
Mstep: Class 9 contains 41341 members 
Mstep: Class 10 contains 124616 members 
Mstep: Class 11 contains 124832 members 
Mstep: Class 12 contains 116205 members 
Mstep: Class 13 contains 27538 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 61494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127569528.000000 Penalty: 44902.261719
Iteration 28Q: 21 clusters Score -1.275695e+08 nChanged 42574
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 23676 members 
Mstep: Class 3 contains 143383 members 
Mstep: Class 4 contains 91416 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 14556 members 
Mstep: Class 8 contains 122302 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 122300 members 
Mstep: Class 11 contains 123247 members 
Mstep: Class 12 contains 116030 members 
Mstep: Class 13 contains 27507 members 
Mstep: Class 14 contains 72742 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 63143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127566776.000000 Penalty: 44902.261719
Iteration 29Q: 21 clusters Score -1.275668e+08 nChanged 34809
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 24523 members 
Mstep: Class 3 contains 138922 members 
Mstep: Class 4 contains 91687 members 
Mstep: Class 5 contains 9534 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 14564 members 
Mstep: Class 8 contains 122757 members 
Mstep: Class 9 contains 41489 members 
Mstep: Class 10 contains 123028 members 
Mstep: Class 11 contains 124686 members 
Mstep: Class 12 contains 116036 members 
Mstep: Class 13 contains 27510 members 
Mstep: Class 14 contains 72179 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 64385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127575184.000000 Penalty: 44902.261719
Iteration 30Q: 21 clusters Score -1.275752e+08 nChanged 23490
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 25553 members 
Mstep: Class 3 contains 137209 members 
Mstep: Class 4 contains 91933 members 
Mstep: Class 5 contains 9523 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 14602 members 
Mstep: Class 8 contains 121600 members 
Mstep: Class 9 contains 41644 members 
Mstep: Class 10 contains 123935 members 
Mstep: Class 11 contains 125252 members 
Mstep: Class 12 contains 115819 members 
Mstep: Class 13 contains 27408 members 
Mstep: Class 14 contains 71726 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 65087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127579096.000000 Penalty: 44902.261719
Iteration 31Q: 21 clusters Score -1.275791e+08 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 26745 members 
Mstep: Class 3 contains 136734 members 
Mstep: Class 4 contains 92151 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 14622 members 
Mstep: Class 8 contains 120082 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 10 contains 124376 members 
Mstep: Class 11 contains 125209 members 
Mstep: Class 12 contains 115677 members 
Mstep: Class 13 contains 27398 members 
Mstep: Class 14 contains 71306 members 
Mstep: Class 15 contains 6794 members 
Mstep: Class 16 contains 5572 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 3129 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 65673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127581480.000000 Penalty: 44902.261719
Iteration 32Q: 21 clusters Score -1.275815e+08 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 28138 members 
Mstep: Class 3 contains 136638 members 
Mstep: Class 4 contains 92327 members 
Mstep: Class 5 contains 9525 members 
Mstep: Class 6 contains 5235 members 
Mstep: Class 7 contains 14628 members 
Mstep: Class 8 contains 118511 members 
Mstep: Class 9 contains 41912 members 
Mstep: Class 10 contains 124444 members 
Mstep: Class 11 contains 124848 members 
Mstep: Class 12 contains 115627 members 
Mstep: Class 13 contains 27412 members 
Mstep: Class 14 contains 70924 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 602 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 66339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127583912.000000 Penalty: 44902.261719
Iteration 33Q: 21 clusters Score -1.275839e+08 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 29595 members 
Mstep: Class 3 contains 136678 members 
Mstep: Class 4 contains 92428 members 
Mstep: Class 5 contains 9534 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 14638 members 
Mstep: Class 8 contains 117177 members 
Mstep: Class 9 contains 41970 members 
Mstep: Class 10 contains 124246 members 
Mstep: Class 11 contains 124343 members 
Mstep: Class 12 contains 115553 members 
Mstep: Class 13 contains 27393 members 
Mstep: Class 14 contains 70638 members 
Mstep: Class 15 contains 6875 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 3072 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 67081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127585768.000000 Penalty: 44902.261719
Iteration 34Q: 21 clusters Score -1.275858e+08 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 31249 members 
Mstep: Class 3 contains 136903 members 
Mstep: Class 4 contains 92509 members 
Mstep: Class 5 contains 9534 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 14646 members 
Mstep: Class 8 contains 115648 members 
Mstep: Class 9 contains 42002 members 
Mstep: Class 10 contains 123799 members 
Mstep: Class 11 contains 123790 members 
Mstep: Class 12 contains 115461 members 
Mstep: Class 13 contains 27404 members 
Mstep: Class 14 contains 70343 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 3048 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 68019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127586448.000000 Penalty: 44902.261719
Iteration 35Q: 21 clusters Score -1.275864e+08 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 33116 members 
Mstep: Class 3 contains 137008 members 
Mstep: Class 4 contains 92549 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 14656 members 
Mstep: Class 8 contains 114247 members 
Mstep: Class 9 contains 42007 members 
Mstep: Class 10 contains 123228 members 
Mstep: Class 11 contains 123202 members 
Mstep: Class 12 contains 115227 members 
Mstep: Class 13 contains 27444 members 
Mstep: Class 14 contains 70161 members 
Mstep: Class 15 contains 6957 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 68988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127587912.000000 Penalty: 44902.261719
Iteration 36Q: 21 clusters Score -1.275879e+08 nChanged 18487
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 35077 members 
Mstep: Class 3 contains 137078 members 
Mstep: Class 4 contains 92597 members 
Mstep: Class 5 contains 9544 members 
Mstep: Class 6 contains 5491 members 
Mstep: Class 7 contains 14679 members 
Mstep: Class 8 contains 112776 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 122699 members 
Mstep: Class 11 contains 122543 members 
Mstep: Class 12 contains 114971 members 
Mstep: Class 13 contains 27527 members 
Mstep: Class 14 contains 69938 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 69973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127590032.000000 Penalty: 44902.261719
Iteration 37Q: 21 clusters Score -1.2759e+08 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37080 members 
Mstep: Class 3 contains 136822 members 
Mstep: Class 4 contains 92632 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 14716 members 
Mstep: Class 8 contains 111838 members 
Mstep: Class 9 contains 41981 members 
Mstep: Class 10 contains 121913 members 
Mstep: Class 11 contains 121793 members 
Mstep: Class 12 contains 114572 members 
Mstep: Class 13 contains 27600 members 
Mstep: Class 14 contains 69893 members 
Mstep: Class 15 contains 7052 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 71095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127592992.000000 Penalty: 44902.261719
Iteration 38Q: 21 clusters Score -1.27593e+08 nChanged 16297
Entering ConstructFrom: 
Score: -127592992.000000 Penalty: 44902.261719
Entering ConstructFrom: 
Trying to split cluster 1 (5560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Entering Unmasked Estep 
Score: -690541.312500 Penalty: 1401.294922
	Iteration 0F: 2 clusters Score -690541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -686160.812500 Penalty: 2802.589844
	Iteration 0F: 3 clusters Score -686160.8 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -687674.937500 Penalty: 2802.589844
	Iteration 1F: 3 clusters Score -687674.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -688198.875000 Penalty: 2802.589844
	Iteration 2F: 3 clusters Score -688198.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -688843.375000 Penalty: 2802.589844
	Iteration 3F: 3 clusters Score -688843.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -689550.312500 Penalty: 2802.589844
	Iteration 4F: 3 clusters Score -689550.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -690326.062500 Penalty: 2802.589844
	Iteration 5F: 3 clusters Score -690326.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -691196.937500 Penalty: 2802.589844
	Iteration 6F: 3 clusters Score -691196.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -692103.812500 Penalty: 2802.589844
	Iteration 7F: 3 clusters Score -692103.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -692658.437500 Penalty: 2802.589844
	Iteration 8Q: 3 clusters Score -692658.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -692805.250000 Penalty: 2802.589844
	Iteration 9Q: 3 clusters Score -692805.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -692832.875000 Penalty: 2802.589844
	Iteration 10Q: 3 clusters Score -692832.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -692844.062500 Penalty: 2802.589844
	Iteration 11Q: 3 clusters Score -692844.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -692852.312500 Penalty: 2802.589844
	Iteration 12Q: 3 clusters Score -692852.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -692856.562500 Penalty: 2802.589844
	Iteration 13Q: 3 clusters Score -692856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -692857.875000 Penalty: 2802.589844
	Iteration 14Q: 3 clusters Score -692857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -692857.625000 Penalty: 2802.589844
	Iteration 15Q: 3 clusters Score -692857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -692858.062500 Penalty: 2802.589844
	Iteration 16Q: 3 clusters Score -692858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -692857.250000 Penalty: 2802.589844
	Iteration 17Q: 3 clusters Score -692857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -692857.250000 Penalty: 2802.589844
	Iteration 18F: 3 clusters Score -692857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 136750 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 9560 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 121189 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 114003 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Entering Unmasked Estep 
Score: -127594856.000000 Penalty: 47147.375000
Splitting cluster 1 changes total score from -127592992.000000 to -127594856.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (39193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Entering Unmasked Estep 
Score: -4959538.500000 Penalty: 1718.641235
	Iteration 0F: 2 clusters Score -4959538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4933304.500000 Penalty: 3437.282471
	Iteration 0F: 3 clusters Score -4933304 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4943623.000000 Penalty: 3437.282471
	Iteration 1F: 3 clusters Score -4943623 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4944290.000000 Penalty: 3437.282471
	Iteration 2Q: 3 clusters Score -4944290 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4945074.000000 Penalty: 3437.282471
	Iteration 3Q: 3 clusters Score -4945074 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4946104.000000 Penalty: 3437.282471
	Iteration 4F: 3 clusters Score -4946104 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4947441.500000 Penalty: 3437.282471
	Iteration 5F: 3 clusters Score -4947442 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4949124.000000 Penalty: 3437.282471
	Iteration 6F: 3 clusters Score -4949124 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4951058.000000 Penalty: 3437.282471
	Iteration 7F: 3 clusters Score -4951058 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4952928.000000 Penalty: 3437.282471
	Iteration 8F: 3 clusters Score -4952928 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4954560.000000 Penalty: 3437.282471
	Iteration 9Q: 3 clusters Score -4954560 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4955866.500000 Penalty: 3437.282471
	Iteration 10Q: 3 clusters Score -4955866 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4956803.000000 Penalty: 3437.282471
	Iteration 11Q: 3 clusters Score -4956803 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4957423.500000 Penalty: 3437.282471
	Iteration 12Q: 3 clusters Score -4957424 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4957780.000000 Penalty: 3437.282471
	Iteration 13Q: 3 clusters Score -4957780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4957951.000000 Penalty: 3437.282471
	Iteration 14Q: 3 clusters Score -4957951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4958050.500000 Penalty: 3437.282471
	Iteration 15Q: 3 clusters Score -4958050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4958073.000000 Penalty: 3437.282471
	Iteration 16Q: 3 clusters Score -4958073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4958103.500000 Penalty: 3437.282471
	Iteration 17Q: 3 clusters Score -4958104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4958123.500000 Penalty: 3437.282471
	Iteration 18Q: 3 clusters Score -4958124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4958134.000000 Penalty: 3437.282471
	Iteration 19Q: 3 clusters Score -4958134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4958141.500000 Penalty: 3437.282471
	Iteration 20F: 3 clusters Score -4958142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4958150.000000 Penalty: 3437.282471
	Iteration 21Q: 3 clusters Score -4958150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4958158.000000 Penalty: 3437.282471
	Iteration 22Q: 3 clusters Score -4958158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4958163.000000 Penalty: 3437.282471
	Iteration 23Q: 3 clusters Score -4958163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4958173.000000 Penalty: 3437.282471
	Iteration 24Q: 3 clusters Score -4958173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4958171.500000 Penalty: 3437.282471
	Iteration 25Q: 3 clusters Score -4958172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4958181.000000 Penalty: 3437.282471
	Iteration 26Q: 3 clusters Score -4958181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4958182.000000 Penalty: 3437.282471
	Iteration 27Q: 3 clusters Score -4958182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4958186.500000 Penalty: 3437.282471
	Iteration 28Q: 3 clusters Score -4958186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4958186.500000 Penalty: 3437.282471
	Iteration 29F: 3 clusters Score -4958186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Entering Unmasked Estep 
Score: -18180094.000000 Penalty: 1921.710327
	Iteration 0F: 2 clusters Score -1.818009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -18123102.000000 Penalty: 3843.420654
	Iteration 0F: 3 clusters Score -1.81231e+07 nChanged 66140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -18161966.000000 Penalty: 3843.420654
	Iteration 1F: 3 clusters Score -1.816197e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -18162870.000000 Penalty: 3843.420654
	Iteration 2Q: 3 clusters Score -1.816287e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -18163890.000000 Penalty: 3843.420654
	Iteration 3Q: 3 clusters Score -1.816389e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -18165660.000000 Penalty: 3843.420654
	Iteration 4Q: 3 clusters Score -1.816566e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -18168754.000000 Penalty: 3843.420654
	Iteration 5F: 3 clusters Score -1.816875e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -18174524.000000 Penalty: 3843.420654
	Iteration 6F: 3 clusters Score -1.817452e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -18182236.000000 Penalty: 3843.420654
	Iteration 7F: 3 clusters Score -1.818224e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -18187106.000000 Penalty: 3843.420654
	Iteration 8F: 3 clusters Score -1.818711e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -18188510.000000 Penalty: 3843.420654
	Iteration 9F: 3 clusters Score -1.818851e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -18188200.000000 Penalty: 3843.420654
	Iteration 10Q: 3 clusters Score -1.81882e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -18187378.000000 Penalty: 3843.420654
	Iteration 11Q: 3 clusters Score -1.818738e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -18186576.000000 Penalty: 3843.420654
	Iteration 12Q: 3 clusters Score -1.818658e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -18186134.000000 Penalty: 3843.420654
	Iteration 13Q: 3 clusters Score -1.818613e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -18185610.000000 Penalty: 3843.420654
	Iteration 14Q: 3 clusters Score -1.818561e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -18185360.000000 Penalty: 3843.420654
	Iteration 15Q: 3 clusters Score -1.818536e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -18185276.000000 Penalty: 3843.420654
	Iteration 16Q: 3 clusters Score -1.818528e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -18185410.000000 Penalty: 3843.420654
	Iteration 17Q: 3 clusters Score -1.818541e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -18185532.000000 Penalty: 3843.420654
	Iteration 18Q: 3 clusters Score -1.818553e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -18186260.000000 Penalty: 3843.420654
	Iteration 19Q: 3 clusters Score -1.818626e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -18187174.000000 Penalty: 3843.420654
	Iteration 20F: 3 clusters Score -1.818717e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -18187778.000000 Penalty: 3843.420654
	Iteration 21Q: 3 clusters Score -1.818778e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -18188926.000000 Penalty: 3843.420654
	Iteration 22Q: 3 clusters Score -1.818893e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84488 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -18189906.000000 Penalty: 3843.420654
	Iteration 23Q: 3 clusters Score -1.818991e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -18191206.000000 Penalty: 3843.420654
	Iteration 24Q: 3 clusters Score -1.819121e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -18192334.000000 Penalty: 3843.420654
	Iteration 25Q: 3 clusters Score -1.819233e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -18193496.000000 Penalty: 3843.420654
	Iteration 26Q: 3 clusters Score -1.81935e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -18194926.000000 Penalty: 3843.420654
	Iteration 27Q: 3 clusters Score -1.819493e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -18196356.000000 Penalty: 3843.420654
	Iteration 28Q: 3 clusters Score -1.819636e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -18197312.000000 Penalty: 3843.420654
	Iteration 29Q: 3 clusters Score -1.819731e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -18197936.000000 Penalty: 3843.420654
	Iteration 30Q: 3 clusters Score -1.819794e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -18198138.000000 Penalty: 3843.420654
	Iteration 31Q: 3 clusters Score -1.819814e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -18198300.000000 Penalty: 3843.420654
	Iteration 32Q: 3 clusters Score -1.81983e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -18198562.000000 Penalty: 3843.420654
	Iteration 33Q: 3 clusters Score -1.819856e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -18198786.000000 Penalty: 3843.420654
	Iteration 34Q: 3 clusters Score -1.819879e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -18199158.000000 Penalty: 3843.420654
	Iteration 35Q: 3 clusters Score -1.819916e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -18199340.000000 Penalty: 3843.420654
	Iteration 36Q: 3 clusters Score -1.819934e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -18199612.000000 Penalty: 3843.420654
	Iteration 37Q: 3 clusters Score -1.819961e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -18199814.000000 Penalty: 3843.420654
	Iteration 38Q: 3 clusters Score -1.819981e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -18199868.000000 Penalty: 3843.420654
	Iteration 39Q: 3 clusters Score -1.819987e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -18200206.000000 Penalty: 3843.420654
	Iteration 40F: 3 clusters Score -1.820021e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -18200194.000000 Penalty: 3843.420654
	Iteration 41Q: 3 clusters Score -1.820019e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -18200254.000000 Penalty: 3843.420654
	Iteration 42Q: 3 clusters Score -1.820025e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -18200288.000000 Penalty: 3843.420654
	Iteration 43Q: 3 clusters Score -1.820029e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -18200316.000000 Penalty: 3843.420654
	Iteration 44Q: 3 clusters Score -1.820032e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -18200408.000000 Penalty: 3843.420654
	Iteration 45Q: 3 clusters Score -1.820041e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -18200432.000000 Penalty: 3843.420654
	Iteration 46Q: 3 clusters Score -1.820043e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -18200520.000000 Penalty: 3843.420654
	Iteration 47Q: 3 clusters Score -1.820052e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -18200520.000000 Penalty: 3843.420654
	Iteration 48Q: 3 clusters Score -1.820052e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -18200502.000000 Penalty: 3843.420654
	Iteration 49Q: 3 clusters Score -1.82005e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -18200438.000000 Penalty: 3843.420654
	Iteration 50Q: 3 clusters Score -1.820044e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -18200448.000000 Penalty: 3843.420654
	Iteration 51Q: 3 clusters Score -1.820045e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -18200546.000000 Penalty: 3843.420654
	Iteration 52Q: 3 clusters Score -1.820055e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -18200582.000000 Penalty: 3843.420654
	Iteration 53Q: 3 clusters Score -1.820058e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -18200650.000000 Penalty: 3843.420654
	Iteration 54Q: 3 clusters Score -1.820065e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -18200706.000000 Penalty: 3843.420654
	Iteration 55Q: 3 clusters Score -1.820071e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -18200676.000000 Penalty: 3843.420654
	Iteration 56Q: 3 clusters Score -1.820068e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -18200740.000000 Penalty: 3843.420654
	Iteration 57Q: 3 clusters Score -1.820074e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -18200868.000000 Penalty: 3843.420654
	Iteration 58Q: 3 clusters Score -1.820087e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -18200952.000000 Penalty: 3843.420654
	Iteration 59Q: 3 clusters Score -1.820095e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -18201022.000000 Penalty: 3843.420654
	Iteration 60F: 3 clusters Score -1.820102e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -18201110.000000 Penalty: 3843.420654
	Iteration 61Q: 3 clusters Score -1.820111e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -18201182.000000 Penalty: 3843.420654
	Iteration 62Q: 3 clusters Score -1.820118e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -18201178.000000 Penalty: 3843.420654
	Iteration 63Q: 3 clusters Score -1.820118e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -18201196.000000 Penalty: 3843.420654
	Iteration 64Q: 3 clusters Score -1.82012e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -18201132.000000 Penalty: 3843.420654
	Iteration 65Q: 3 clusters Score -1.820113e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -18201200.000000 Penalty: 3843.420654
	Iteration 66Q: 3 clusters Score -1.82012e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -18201290.000000 Penalty: 3843.420654
	Iteration 67Q: 3 clusters Score -1.820129e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -18201302.000000 Penalty: 3843.420654
	Iteration 68Q: 3 clusters Score -1.82013e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -18201240.000000 Penalty: 3843.420654
	Iteration 69Q: 3 clusters Score -1.820124e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -18201242.000000 Penalty: 3843.420654
	Iteration 70Q: 3 clusters Score -1.820124e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -18201180.000000 Penalty: 3843.420654
	Iteration 71Q: 3 clusters Score -1.820118e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -18201274.000000 Penalty: 3843.420654
	Iteration 72Q: 3 clusters Score -1.820127e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -18201320.000000 Penalty: 3843.420654
	Iteration 73Q: 3 clusters Score -1.820132e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -18201330.000000 Penalty: 3843.420654
	Iteration 74Q: 3 clusters Score -1.820133e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -18201406.000000 Penalty: 3843.420654
	Iteration 75Q: 3 clusters Score -1.820141e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -18201450.000000 Penalty: 3843.420654
	Iteration 76Q: 3 clusters Score -1.820145e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -18201470.000000 Penalty: 3843.420654
	Iteration 77Q: 3 clusters Score -1.820147e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -18201514.000000 Penalty: 3843.420654
	Iteration 78Q: 3 clusters Score -1.820151e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -18201634.000000 Penalty: 3843.420654
	Iteration 79Q: 3 clusters Score -1.820163e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -18201658.000000 Penalty: 3843.420654
	Iteration 80F: 3 clusters Score -1.820166e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -18201736.000000 Penalty: 3843.420654
	Iteration 81Q: 3 clusters Score -1.820174e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -18201882.000000 Penalty: 3843.420654
	Iteration 82Q: 3 clusters Score -1.820188e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -18201958.000000 Penalty: 3843.420654
	Iteration 83Q: 3 clusters Score -1.820196e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -18201990.000000 Penalty: 3843.420654
	Iteration 84Q: 3 clusters Score -1.820199e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -18202072.000000 Penalty: 3843.420654
	Iteration 85Q: 3 clusters Score -1.820207e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -18202210.000000 Penalty: 3843.420654
	Iteration 86Q: 3 clusters Score -1.820221e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -18202322.000000 Penalty: 3843.420654
	Iteration 87Q: 3 clusters Score -1.820232e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -18202328.000000 Penalty: 3843.420654
	Iteration 88Q: 3 clusters Score -1.820233e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -18202388.000000 Penalty: 3843.420654
	Iteration 89Q: 3 clusters Score -1.820239e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -18202426.000000 Penalty: 3843.420654
	Iteration 90Q: 3 clusters Score -1.820243e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -18202414.000000 Penalty: 3843.420654
	Iteration 91Q: 3 clusters Score -1.820241e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -18202452.000000 Penalty: 3843.420654
	Iteration 92Q: 3 clusters Score -1.820245e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -18202456.000000 Penalty: 3843.420654
	Iteration 93Q: 3 clusters Score -1.820246e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -18202424.000000 Penalty: 3843.420654
	Iteration 94Q: 3 clusters Score -1.820242e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -18202414.000000 Penalty: 3843.420654
	Iteration 95Q: 3 clusters Score -1.820241e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -18202354.000000 Penalty: 3843.420654
	Iteration 96Q: 3 clusters Score -1.820235e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -18202348.000000 Penalty: 3843.420654
	Iteration 97Q: 3 clusters Score -1.820235e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -18202362.000000 Penalty: 3843.420654
	Iteration 98Q: 3 clusters Score -1.820236e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -18202358.000000 Penalty: 3843.420654
	Iteration 99Q: 3 clusters Score -1.820236e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -18202312.000000 Penalty: 3843.420654
	Iteration 100F: 3 clusters Score -1.820231e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -18202252.000000 Penalty: 3843.420654
	Iteration 101Q: 3 clusters Score -1.820225e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -18202224.000000 Penalty: 3843.420654
	Iteration 102Q: 3 clusters Score -1.820222e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -18202172.000000 Penalty: 3843.420654
	Iteration 103Q: 3 clusters Score -1.820217e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -18202148.000000 Penalty: 3843.420654
	Iteration 104Q: 3 clusters Score -1.820215e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -18202122.000000 Penalty: 3843.420654
	Iteration 105Q: 3 clusters Score -1.820212e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -18202120.000000 Penalty: 3843.420654
	Iteration 106Q: 3 clusters Score -1.820212e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -18202076.000000 Penalty: 3843.420654
	Iteration 107Q: 3 clusters Score -1.820208e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -18202044.000000 Penalty: 3843.420654
	Iteration 108Q: 3 clusters Score -1.820204e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -18202050.000000 Penalty: 3843.420654
	Iteration 109Q: 3 clusters Score -1.820205e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -18202042.000000 Penalty: 3843.420654
	Iteration 110Q: 3 clusters Score -1.820204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -18202000.000000 Penalty: 3843.420654
	Iteration 111Q: 3 clusters Score -1.8202e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -18201982.000000 Penalty: 3843.420654
	Iteration 112Q: 3 clusters Score -1.820198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -18201954.000000 Penalty: 3843.420654
	Iteration 113Q: 3 clusters Score -1.820195e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -18201952.000000 Penalty: 3843.420654
	Iteration 114Q: 3 clusters Score -1.820195e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -18201922.000000 Penalty: 3843.420654
	Iteration 115Q: 3 clusters Score -1.820192e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -18201898.000000 Penalty: 3843.420654
	Iteration 116Q: 3 clusters Score -1.82019e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -18201896.000000 Penalty: 3843.420654
	Iteration 117Q: 3 clusters Score -1.82019e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -18201878.000000 Penalty: 3843.420654
	Iteration 118Q: 3 clusters Score -1.820188e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -18201870.000000 Penalty: 3843.420654
	Iteration 119Q: 3 clusters Score -1.820187e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -18201826.000000 Penalty: 3843.420654
	Iteration 120F: 3 clusters Score -1.820183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -18201840.000000 Penalty: 3843.420654
	Iteration 121Q: 3 clusters Score -1.820184e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -18201856.000000 Penalty: 3843.420654
	Iteration 122Q: 3 clusters Score -1.820186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -18201808.000000 Penalty: 3843.420654
	Iteration 123Q: 3 clusters Score -1.820181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -18201802.000000 Penalty: 3843.420654
	Iteration 124Q: 3 clusters Score -1.82018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -18201800.000000 Penalty: 3843.420654
	Iteration 125Q: 3 clusters Score -1.82018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -18201800.000000 Penalty: 3843.420654
	Iteration 126Q: 3 clusters Score -1.82018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -18201792.000000 Penalty: 3843.420654
	Iteration 127Q: 3 clusters Score -1.820179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -18201816.000000 Penalty: 3843.420654
	Iteration 128Q: 3 clusters Score -1.820182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -18201816.000000 Penalty: 3843.420654
	Iteration 129Q: 3 clusters Score -1.820182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -18201814.000000 Penalty: 3843.420654
	Iteration 130Q: 3 clusters Score -1.820181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -18201822.000000 Penalty: 3843.420654
	Iteration 131Q: 3 clusters Score -1.820182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -18201804.000000 Penalty: 3843.420654
	Iteration 132Q: 3 clusters Score -1.82018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -18201812.000000 Penalty: 3843.420654
	Iteration 133Q: 3 clusters Score -1.820181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -18201810.000000 Penalty: 3843.420654
	Iteration 134Q: 3 clusters Score -1.820181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -18201818.000000 Penalty: 3843.420654
	Iteration 135Q: 3 clusters Score -1.820182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -18201810.000000 Penalty: 3843.420654
	Iteration 136Q: 3 clusters Score -1.820181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -18201814.000000 Penalty: 3843.420654
	Iteration 137Q: 3 clusters Score -1.820181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -18201826.000000 Penalty: 3843.420654
	Iteration 138Q: 3 clusters Score -1.820183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -18201830.000000 Penalty: 3843.420654
	Iteration 139Q: 3 clusters Score -1.820183e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -18201864.000000 Penalty: 3843.420654
	Iteration 140F: 3 clusters Score -1.820186e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -18201858.000000 Penalty: 3843.420654
	Iteration 141Q: 3 clusters Score -1.820186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -18201860.000000 Penalty: 3843.420654
	Iteration 142Q: 3 clusters Score -1.820186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -18201900.000000 Penalty: 3843.420654
	Iteration 143Q: 3 clusters Score -1.82019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -18201890.000000 Penalty: 3843.420654
	Iteration 144Q: 3 clusters Score -1.820189e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -18201942.000000 Penalty: 3843.420654
	Iteration 145Q: 3 clusters Score -1.820194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -18201928.000000 Penalty: 3843.420654
	Iteration 146Q: 3 clusters Score -1.820193e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -18201952.000000 Penalty: 3843.420654
	Iteration 147Q: 3 clusters Score -1.820195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -18201962.000000 Penalty: 3843.420654
	Iteration 148Q: 3 clusters Score -1.820196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -18201970.000000 Penalty: 3843.420654
	Iteration 149Q: 3 clusters Score -1.820197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -18201980.000000 Penalty: 3843.420654
	Iteration 150Q: 3 clusters Score -1.820198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -18201976.000000 Penalty: 3843.420654
	Iteration 151Q: 3 clusters Score -1.820198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -18201970.000000 Penalty: 3843.420654
	Iteration 152Q: 3 clusters Score -1.820197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -18201962.000000 Penalty: 3843.420654
	Iteration 153Q: 3 clusters Score -1.820196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -18201986.000000 Penalty: 3843.420654
	Iteration 154Q: 3 clusters Score -1.820199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -18201996.000000 Penalty: 3843.420654
	Iteration 155Q: 3 clusters Score -1.8202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -18202010.000000 Penalty: 3843.420654
	Iteration 156Q: 3 clusters Score -1.820201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -18202008.000000 Penalty: 3843.420654
	Iteration 157Q: 3 clusters Score -1.820201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -18202008.000000 Penalty: 3843.420654
	Iteration 158Q: 3 clusters Score -1.820201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -18201994.000000 Penalty: 3843.420654
	Iteration 159Q: 3 clusters Score -1.820199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -18201998.000000 Penalty: 3843.420654
	Iteration 160F: 3 clusters Score -1.8202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -18201996.000000 Penalty: 3843.420654
	Iteration 161Q: 3 clusters Score -1.8202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -18202006.000000 Penalty: 3843.420654
	Iteration 162Q: 3 clusters Score -1.820201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -18202006.000000 Penalty: 3843.420654
	Iteration 163Q: 3 clusters Score -1.820201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -18202014.000000 Penalty: 3843.420654
	Iteration 164Q: 3 clusters Score -1.820201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -18202014.000000 Penalty: 3843.420654
	Iteration 165Q: 3 clusters Score -1.820201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -18202014.000000 Penalty: 3843.420654
	Iteration 166Q: 3 clusters Score -1.820201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -18202018.000000 Penalty: 3843.420654
	Iteration 167Q: 3 clusters Score -1.820202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -18202020.000000 Penalty: 3843.420654
	Iteration 168Q: 3 clusters Score -1.820202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -18202032.000000 Penalty: 3843.420654
	Iteration 169Q: 3 clusters Score -1.820203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -18202030.000000 Penalty: 3843.420654
	Iteration 170Q: 3 clusters Score -1.820203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -18202028.000000 Penalty: 3843.420654
	Iteration 171Q: 3 clusters Score -1.820203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -18202052.000000 Penalty: 3843.420654
	Iteration 172Q: 3 clusters Score -1.820205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -18202070.000000 Penalty: 3843.420654
	Iteration 173Q: 3 clusters Score -1.820207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -18202070.000000 Penalty: 3843.420654
	Iteration 174Q: 3 clusters Score -1.820207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -18202074.000000 Penalty: 3843.420654
	Iteration 175Q: 3 clusters Score -1.820207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -18202078.000000 Penalty: 3843.420654
	Iteration 176Q: 3 clusters Score -1.820208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -18202086.000000 Penalty: 3843.420654
	Iteration 177Q: 3 clusters Score -1.820209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -18202086.000000 Penalty: 3843.420654
	Iteration 178Q: 3 clusters Score -1.820209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -18202076.000000 Penalty: 3843.420654
	Iteration 179Q: 3 clusters Score -1.820208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -18202084.000000 Penalty: 3843.420654
	Iteration 180F: 3 clusters Score -1.820208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -18202090.000000 Penalty: 3843.420654
	Iteration 181Q: 3 clusters Score -1.820209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -18202084.000000 Penalty: 3843.420654
	Iteration 182Q: 3 clusters Score -1.820208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -18202092.000000 Penalty: 3843.420654
	Iteration 183Q: 3 clusters Score -1.820209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -18202098.000000 Penalty: 3843.420654
	Iteration 184Q: 3 clusters Score -1.82021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -18202088.000000 Penalty: 3843.420654
	Iteration 185Q: 3 clusters Score -1.820209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -18202088.000000 Penalty: 3843.420654
	Iteration 186Q: 3 clusters Score -1.820209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -18202082.000000 Penalty: 3843.420654
	Iteration 187Q: 3 clusters Score -1.820208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -18202090.000000 Penalty: 3843.420654
	Iteration 188Q: 3 clusters Score -1.820209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -18202074.000000 Penalty: 3843.420654
	Iteration 189Q: 3 clusters Score -1.820207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -18202086.000000 Penalty: 3843.420654
	Iteration 190Q: 3 clusters Score -1.820209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -18202082.000000 Penalty: 3843.420654
	Iteration 191Q: 3 clusters Score -1.820208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -18202080.000000 Penalty: 3843.420654
	Iteration 192Q: 3 clusters Score -1.820208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -18202082.000000 Penalty: 3843.420654
	Iteration 193Q: 3 clusters Score -1.820208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -18202084.000000 Penalty: 3843.420654
	Iteration 194Q: 3 clusters Score -1.820208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -18202080.000000 Penalty: 3843.420654
	Iteration 195Q: 3 clusters Score -1.820208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -18202076.000000 Penalty: 3843.420654
	Iteration 196Q: 3 clusters Score -1.820208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -18202082.000000 Penalty: 3843.420654
	Iteration 197Q: 3 clusters Score -1.820208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -18202076.000000 Penalty: 3843.420654
	Iteration 198Q: 3 clusters Score -1.820208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -18202078.000000 Penalty: 3843.420654
	Iteration 199Q: 3 clusters Score -1.820208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -18202068.000000 Penalty: 3843.420654
	Iteration 200F: 3 clusters Score -1.820207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -18202064.000000 Penalty: 3843.420654
	Iteration 201Q: 3 clusters Score -1.820206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -18202064.000000 Penalty: 3843.420654
	Iteration 202Q: 3 clusters Score -1.820206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -18202056.000000 Penalty: 3843.420654
	Iteration 203Q: 3 clusters Score -1.820206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -18202056.000000 Penalty: 3843.420654
	Iteration 204Q: 3 clusters Score -1.820206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -18202062.000000 Penalty: 3843.420654
	Iteration 205Q: 3 clusters Score -1.820206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -18202070.000000 Penalty: 3843.420654
	Iteration 206Q: 3 clusters Score -1.820207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -18202056.000000 Penalty: 3843.420654
	Iteration 207Q: 3 clusters Score -1.820206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -18202060.000000 Penalty: 3843.420654
	Iteration 208Q: 3 clusters Score -1.820206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -18202060.000000 Penalty: 3843.420654
	Iteration 209Q: 3 clusters Score -1.820206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -18202070.000000 Penalty: 3843.420654
	Iteration 210Q: 3 clusters Score -1.820207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -18202066.000000 Penalty: 3843.420654
	Iteration 211Q: 3 clusters Score -1.820207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -18202084.000000 Penalty: 3843.420654
	Iteration 212Q: 3 clusters Score -1.820208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -18202074.000000 Penalty: 3843.420654
	Iteration 213Q: 3 clusters Score -1.820207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -18202074.000000 Penalty: 3843.420654
	Iteration 214Q: 3 clusters Score -1.820207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -18202074.000000 Penalty: 3843.420654
	Iteration 215F: 3 clusters Score -1.820207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 9560 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 121189 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 114003 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Entering Unmasked Estep 
Score: -127617808.000000 Penalty: 49392.488281
Splitting cluster 3 changes total score from -127592992.000000 to -127617808.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (92746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Entering Unmasked Estep 
Score: -11785949.000000 Penalty: 1858.613281
	Iteration 0F: 2 clusters Score -1.178595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -11724142.000000 Penalty: 3717.226562
	Iteration 0F: 3 clusters Score -1.172414e+07 nChanged 44305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -11750037.000000 Penalty: 3717.226562
	Iteration 1F: 3 clusters Score -1.175004e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -11751200.000000 Penalty: 3717.226562
	Iteration 2Q: 3 clusters Score -1.17512e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -11752689.000000 Penalty: 3717.226562
	Iteration 3Q: 3 clusters Score -1.175269e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -11754702.000000 Penalty: 3717.226562
	Iteration 4Q: 3 clusters Score -1.17547e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -11756953.000000 Penalty: 3717.226562
	Iteration 5F: 3 clusters Score -1.175695e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -11759804.000000 Penalty: 3717.226562
	Iteration 6F: 3 clusters Score -1.17598e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -11762979.000000 Penalty: 3717.226562
	Iteration 7F: 3 clusters Score -1.176298e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -11766321.000000 Penalty: 3717.226562
	Iteration 8F: 3 clusters Score -1.176632e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -11769381.000000 Penalty: 3717.226562
	Iteration 9F: 3 clusters Score -1.176938e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -11771492.000000 Penalty: 3717.226562
	Iteration 10Q: 3 clusters Score -1.177149e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -11772764.000000 Penalty: 3717.226562
	Iteration 11Q: 3 clusters Score -1.177276e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -11773298.000000 Penalty: 3717.226562
	Iteration 12Q: 3 clusters Score -1.17733e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -11773594.000000 Penalty: 3717.226562
	Iteration 13Q: 3 clusters Score -1.177359e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -11773799.000000 Penalty: 3717.226562
	Iteration 14Q: 3 clusters Score -1.17738e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -11773916.000000 Penalty: 3717.226562
	Iteration 15Q: 3 clusters Score -1.177392e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -11773962.000000 Penalty: 3717.226562
	Iteration 16Q: 3 clusters Score -1.177396e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -11774039.000000 Penalty: 3717.226562
	Iteration 17Q: 3 clusters Score -1.177404e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -11774118.000000 Penalty: 3717.226562
	Iteration 18Q: 3 clusters Score -1.177412e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -11774172.000000 Penalty: 3717.226562
	Iteration 19Q: 3 clusters Score -1.177417e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -11774176.000000 Penalty: 3717.226562
	Iteration 20F: 3 clusters Score -1.177418e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -11774243.000000 Penalty: 3717.226562
	Iteration 21Q: 3 clusters Score -1.177424e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -11774278.000000 Penalty: 3717.226562
	Iteration 22Q: 3 clusters Score -1.177428e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -11774290.000000 Penalty: 3717.226562
	Iteration 23Q: 3 clusters Score -1.177429e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -11774313.000000 Penalty: 3717.226562
	Iteration 24Q: 3 clusters Score -1.177431e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -11774352.000000 Penalty: 3717.226562
	Iteration 25Q: 3 clusters Score -1.177435e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -11774359.000000 Penalty: 3717.226562
	Iteration 26Q: 3 clusters Score -1.177436e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -11774414.000000 Penalty: 3717.226562
	Iteration 27Q: 3 clusters Score -1.177441e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -11774379.000000 Penalty: 3717.226562
	Iteration 28Q: 3 clusters Score -1.177438e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -11774396.000000 Penalty: 3717.226562
	Iteration 29Q: 3 clusters Score -1.17744e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -11774423.000000 Penalty: 3717.226562
	Iteration 30Q: 3 clusters Score -1.177442e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -11774466.000000 Penalty: 3717.226562
	Iteration 31Q: 3 clusters Score -1.177447e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -11774474.000000 Penalty: 3717.226562
	Iteration 32Q: 3 clusters Score -1.177447e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -11774500.000000 Penalty: 3717.226562
	Iteration 33Q: 3 clusters Score -1.17745e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -11774489.000000 Penalty: 3717.226562
	Iteration 34Q: 3 clusters Score -1.177449e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -11774506.000000 Penalty: 3717.226562
	Iteration 35Q: 3 clusters Score -1.177451e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -11774495.000000 Penalty: 3717.226562
	Iteration 36Q: 3 clusters Score -1.17745e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -11774485.000000 Penalty: 3717.226562
	Iteration 37Q: 3 clusters Score -1.177448e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -11774485.000000 Penalty: 3717.226562
	Iteration 38Q: 3 clusters Score -1.177448e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -11774468.000000 Penalty: 3717.226562
	Iteration 39Q: 3 clusters Score -1.177447e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -11774463.000000 Penalty: 3717.226562
	Iteration 40F: 3 clusters Score -1.177446e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -11774494.000000 Penalty: 3717.226562
	Iteration 41Q: 3 clusters Score -1.177449e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -11774513.000000 Penalty: 3717.226562
	Iteration 42Q: 3 clusters Score -1.177451e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -11774509.000000 Penalty: 3717.226562
	Iteration 43Q: 3 clusters Score -1.177451e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -11774530.000000 Penalty: 3717.226562
	Iteration 44Q: 3 clusters Score -1.177453e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -11774589.000000 Penalty: 3717.226562
	Iteration 45Q: 3 clusters Score -1.177459e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -11774607.000000 Penalty: 3717.226562
	Iteration 46Q: 3 clusters Score -1.177461e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -11774620.000000 Penalty: 3717.226562
	Iteration 47Q: 3 clusters Score -1.177462e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -11774600.000000 Penalty: 3717.226562
	Iteration 48Q: 3 clusters Score -1.17746e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -11774661.000000 Penalty: 3717.226562
	Iteration 49Q: 3 clusters Score -1.177466e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -11774630.000000 Penalty: 3717.226562
	Iteration 50Q: 3 clusters Score -1.177463e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -11774662.000000 Penalty: 3717.226562
	Iteration 51Q: 3 clusters Score -1.177466e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -11774704.000000 Penalty: 3717.226562
	Iteration 52Q: 3 clusters Score -1.17747e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -11774728.000000 Penalty: 3717.226562
	Iteration 53Q: 3 clusters Score -1.177473e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -11774759.000000 Penalty: 3717.226562
	Iteration 54Q: 3 clusters Score -1.177476e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -11774795.000000 Penalty: 3717.226562
	Iteration 55Q: 3 clusters Score -1.17748e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -11774830.000000 Penalty: 3717.226562
	Iteration 56Q: 3 clusters Score -1.177483e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -11774917.000000 Penalty: 3717.226562
	Iteration 57Q: 3 clusters Score -1.177492e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -11774953.000000 Penalty: 3717.226562
	Iteration 58Q: 3 clusters Score -1.177495e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -11774995.000000 Penalty: 3717.226562
	Iteration 59Q: 3 clusters Score -1.1775e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -11775055.000000 Penalty: 3717.226562
	Iteration 60F: 3 clusters Score -1.177506e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -11775136.000000 Penalty: 3717.226562
	Iteration 61Q: 3 clusters Score -1.177514e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -11775200.000000 Penalty: 3717.226562
	Iteration 62Q: 3 clusters Score -1.17752e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -11775351.000000 Penalty: 3717.226562
	Iteration 63Q: 3 clusters Score -1.177535e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -11775404.000000 Penalty: 3717.226562
	Iteration 64Q: 3 clusters Score -1.17754e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -11775554.000000 Penalty: 3717.226562
	Iteration 65Q: 3 clusters Score -1.177555e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -11775750.000000 Penalty: 3717.226562
	Iteration 66Q: 3 clusters Score -1.177575e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -11775875.000000 Penalty: 3717.226562
	Iteration 67Q: 3 clusters Score -1.177588e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -11776016.000000 Penalty: 3717.226562
	Iteration 68Q: 3 clusters Score -1.177602e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -11776294.000000 Penalty: 3717.226562
	Iteration 69Q: 3 clusters Score -1.177629e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -11776579.000000 Penalty: 3717.226562
	Iteration 70Q: 3 clusters Score -1.177658e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -11776845.000000 Penalty: 3717.226562
	Iteration 71Q: 3 clusters Score -1.177684e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -11777248.000000 Penalty: 3717.226562
	Iteration 72Q: 3 clusters Score -1.177725e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -11777721.000000 Penalty: 3717.226562
	Iteration 73Q: 3 clusters Score -1.177772e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -11778346.000000 Penalty: 3717.226562
	Iteration 74Q: 3 clusters Score -1.177835e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -11778979.000000 Penalty: 3717.226562
	Iteration 75Q: 3 clusters Score -1.177898e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -11779810.000000 Penalty: 3717.226562
	Iteration 76Q: 3 clusters Score -1.177981e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -11780601.000000 Penalty: 3717.226562
	Iteration 77Q: 3 clusters Score -1.17806e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -11781256.000000 Penalty: 3717.226562
	Iteration 78Q: 3 clusters Score -1.178126e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -11781922.000000 Penalty: 3717.226562
	Iteration 79Q: 3 clusters Score -1.178192e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -11782448.000000 Penalty: 3717.226562
	Iteration 80F: 3 clusters Score -1.178245e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -11782949.000000 Penalty: 3717.226562
	Iteration 81Q: 3 clusters Score -1.178295e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -11783437.000000 Penalty: 3717.226562
	Iteration 82Q: 3 clusters Score -1.178344e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -11783760.000000 Penalty: 3717.226562
	Iteration 83Q: 3 clusters Score -1.178376e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -11784037.000000 Penalty: 3717.226562
	Iteration 84Q: 3 clusters Score -1.178404e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -11784232.000000 Penalty: 3717.226562
	Iteration 85Q: 3 clusters Score -1.178423e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -11784417.000000 Penalty: 3717.226562
	Iteration 86Q: 3 clusters Score -1.178442e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -11784520.000000 Penalty: 3717.226562
	Iteration 87Q: 3 clusters Score -1.178452e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -11784606.000000 Penalty: 3717.226562
	Iteration 88Q: 3 clusters Score -1.178461e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -11784676.000000 Penalty: 3717.226562
	Iteration 89Q: 3 clusters Score -1.178468e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -11784773.000000 Penalty: 3717.226562
	Iteration 90Q: 3 clusters Score -1.178477e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -11784858.000000 Penalty: 3717.226562
	Iteration 91Q: 3 clusters Score -1.178486e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -11784911.000000 Penalty: 3717.226562
	Iteration 92Q: 3 clusters Score -1.178491e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -11784956.000000 Penalty: 3717.226562
	Iteration 93Q: 3 clusters Score -1.178496e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -11785019.000000 Penalty: 3717.226562
	Iteration 94Q: 3 clusters Score -1.178502e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -11785050.000000 Penalty: 3717.226562
	Iteration 95Q: 3 clusters Score -1.178505e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -11785091.000000 Penalty: 3717.226562
	Iteration 96Q: 3 clusters Score -1.178509e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -11785148.000000 Penalty: 3717.226562
	Iteration 97Q: 3 clusters Score -1.178515e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -11785177.000000 Penalty: 3717.226562
	Iteration 98Q: 3 clusters Score -1.178518e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -11785158.000000 Penalty: 3717.226562
	Iteration 99Q: 3 clusters Score -1.178516e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -11785193.000000 Penalty: 3717.226562
	Iteration 100F: 3 clusters Score -1.178519e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -11785219.000000 Penalty: 3717.226562
	Iteration 101Q: 3 clusters Score -1.178522e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -11785239.000000 Penalty: 3717.226562
	Iteration 102Q: 3 clusters Score -1.178524e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11785227.000000 Penalty: 3717.226562
	Iteration 103Q: 3 clusters Score -1.178523e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -11785245.000000 Penalty: 3717.226562
	Iteration 104Q: 3 clusters Score -1.178524e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -11785269.000000 Penalty: 3717.226562
	Iteration 105Q: 3 clusters Score -1.178527e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -11785299.000000 Penalty: 3717.226562
	Iteration 106Q: 3 clusters Score -1.17853e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -11785295.000000 Penalty: 3717.226562
	Iteration 107Q: 3 clusters Score -1.17853e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -11785294.000000 Penalty: 3717.226562
	Iteration 108Q: 3 clusters Score -1.178529e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -11785316.000000 Penalty: 3717.226562
	Iteration 109Q: 3 clusters Score -1.178532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -11785330.000000 Penalty: 3717.226562
	Iteration 110Q: 3 clusters Score -1.178533e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -11785379.000000 Penalty: 3717.226562
	Iteration 111Q: 3 clusters Score -1.178538e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -11785407.000000 Penalty: 3717.226562
	Iteration 112Q: 3 clusters Score -1.178541e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -11785442.000000 Penalty: 3717.226562
	Iteration 113Q: 3 clusters Score -1.178544e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -11785488.000000 Penalty: 3717.226562
	Iteration 114Q: 3 clusters Score -1.178549e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -11785490.000000 Penalty: 3717.226562
	Iteration 115Q: 3 clusters Score -1.178549e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -11785537.000000 Penalty: 3717.226562
	Iteration 116Q: 3 clusters Score -1.178554e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11785557.000000 Penalty: 3717.226562
	Iteration 117Q: 3 clusters Score -1.178556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11785570.000000 Penalty: 3717.226562
	Iteration 118Q: 3 clusters Score -1.178557e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -11785587.000000 Penalty: 3717.226562
	Iteration 119Q: 3 clusters Score -1.178559e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -11785597.000000 Penalty: 3717.226562
	Iteration 120F: 3 clusters Score -1.17856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -11785603.000000 Penalty: 3717.226562
	Iteration 121Q: 3 clusters Score -1.17856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -11785618.000000 Penalty: 3717.226562
	Iteration 122Q: 3 clusters Score -1.178562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -11785597.000000 Penalty: 3717.226562
	Iteration 123Q: 3 clusters Score -1.17856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -11785595.000000 Penalty: 3717.226562
	Iteration 124Q: 3 clusters Score -1.17856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -11785593.000000 Penalty: 3717.226562
	Iteration 125Q: 3 clusters Score -1.178559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -11785595.000000 Penalty: 3717.226562
	Iteration 126Q: 3 clusters Score -1.17856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -11785603.000000 Penalty: 3717.226562
	Iteration 127Q: 3 clusters Score -1.17856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -11785599.000000 Penalty: 3717.226562
	Iteration 128Q: 3 clusters Score -1.17856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -11785604.000000 Penalty: 3717.226562
	Iteration 129Q: 3 clusters Score -1.17856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -11785608.000000 Penalty: 3717.226562
	Iteration 130Q: 3 clusters Score -1.178561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -11785593.000000 Penalty: 3717.226562
	Iteration 131Q: 3 clusters Score -1.178559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -11785625.000000 Penalty: 3717.226562
	Iteration 132Q: 3 clusters Score -1.178562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11785627.000000 Penalty: 3717.226562
	Iteration 133Q: 3 clusters Score -1.178563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11785604.000000 Penalty: 3717.226562
	Iteration 134Q: 3 clusters Score -1.17856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11785608.000000 Penalty: 3717.226562
	Iteration 135Q: 3 clusters Score -1.178561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -11785599.000000 Penalty: 3717.226562
	Iteration 136Q: 3 clusters Score -1.17856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -11785619.000000 Penalty: 3717.226562
	Iteration 137Q: 3 clusters Score -1.178562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11785617.000000 Penalty: 3717.226562
	Iteration 138Q: 3 clusters Score -1.178562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -11785618.000000 Penalty: 3717.226562
	Iteration 139Q: 3 clusters Score -1.178562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -11785644.000000 Penalty: 3717.226562
	Iteration 140F: 3 clusters Score -1.178564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -11785647.000000 Penalty: 3717.226562
	Iteration 141Q: 3 clusters Score -1.178565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -11785649.000000 Penalty: 3717.226562
	Iteration 142Q: 3 clusters Score -1.178565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -11785654.000000 Penalty: 3717.226562
	Iteration 143Q: 3 clusters Score -1.178565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -11785664.000000 Penalty: 3717.226562
	Iteration 144Q: 3 clusters Score -1.178566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -11785653.000000 Penalty: 3717.226562
	Iteration 145Q: 3 clusters Score -1.178565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -11785650.000000 Penalty: 3717.226562
	Iteration 146Q: 3 clusters Score -1.178565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -11785653.000000 Penalty: 3717.226562
	Iteration 147Q: 3 clusters Score -1.178565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -11785652.000000 Penalty: 3717.226562
	Iteration 148Q: 3 clusters Score -1.178565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -11785657.000000 Penalty: 3717.226562
	Iteration 149Q: 3 clusters Score -1.178566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -11785659.000000 Penalty: 3717.226562
	Iteration 150Q: 3 clusters Score -1.178566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -11785662.000000 Penalty: 3717.226562
	Iteration 151Q: 3 clusters Score -1.178566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -11785662.000000 Penalty: 3717.226562
	Iteration 152F: 3 clusters Score -1.178566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Entering Unmasked Estep 
Score: -1202730.500000 Penalty: 1489.368286
	Iteration 0F: 2 clusters Score -1202730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1195844.250000 Penalty: 2978.736572
	Iteration 0F: 3 clusters Score -1195844 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1198232.750000 Penalty: 2978.736572
	Iteration 1F: 3 clusters Score -1198233 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1198894.875000 Penalty: 2978.736572
	Iteration 2F: 3 clusters Score -1198895 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1199877.625000 Penalty: 2978.736572
	Iteration 3F: 3 clusters Score -1199878 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1201085.875000 Penalty: 2978.736572
	Iteration 4F: 3 clusters Score -1201086 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1201901.250000 Penalty: 2978.736572
	Iteration 5F: 3 clusters Score -1201901 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1202336.750000 Penalty: 2978.736572
	Iteration 6F: 3 clusters Score -1202337 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1202542.500000 Penalty: 2978.736572
	Iteration 7Q: 3 clusters Score -1202542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1202705.875000 Penalty: 2978.736572
	Iteration 8Q: 3 clusters Score -1202706 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1202872.000000 Penalty: 2978.736572
	Iteration 9Q: 3 clusters Score -1202872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1203041.750000 Penalty: 2978.736572
	Iteration 10Q: 3 clusters Score -1203042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1203263.875000 Penalty: 2978.736572
	Iteration 11Q: 3 clusters Score -1203264 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1203597.375000 Penalty: 2978.736572
	Iteration 12Q: 3 clusters Score -1203597 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1203879.500000 Penalty: 2978.736572
	Iteration 13Q: 3 clusters Score -1203880 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1204018.875000 Penalty: 2978.736572
	Iteration 14Q: 3 clusters Score -1204019 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1204072.250000 Penalty: 2978.736572
	Iteration 15Q: 3 clusters Score -1204072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1204095.875000 Penalty: 2978.736572
	Iteration 16Q: 3 clusters Score -1204096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1204109.375000 Penalty: 2978.736572
	Iteration 17Q: 3 clusters Score -1204109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1204116.250000 Penalty: 2978.736572
	Iteration 18Q: 3 clusters Score -1204116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1204121.375000 Penalty: 2978.736572
	Iteration 19Q: 3 clusters Score -1204121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1204126.750000 Penalty: 2978.736572
	Iteration 20F: 3 clusters Score -1204127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1204132.500000 Penalty: 2978.736572
	Iteration 21Q: 3 clusters Score -1204132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1204130.750000 Penalty: 2978.736572
	Iteration 22Q: 3 clusters Score -1204131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1204133.750000 Penalty: 2978.736572
	Iteration 23Q: 3 clusters Score -1204134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1204135.125000 Penalty: 2978.736572
	Iteration 24Q: 3 clusters Score -1204135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1204135.750000 Penalty: 2978.736572
	Iteration 25Q: 3 clusters Score -1204136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1204135.625000 Penalty: 2978.736572
	Iteration 26Q: 3 clusters Score -1204136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1204135.625000 Penalty: 2978.736572
	Iteration 27Q: 3 clusters Score -1204136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1204136.375000 Penalty: 2978.736572
	Iteration 28Q: 3 clusters Score -1204136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1204136.375000 Penalty: 2978.736572
	Iteration 29F: 3 clusters Score -1204136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 121189 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 114003 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Mstep: Class 23 contains 1877 members 
Entering Unmasked Estep 
Score: -127618504.000000 Penalty: 51637.597656
Splitting cluster 5 changes total score from -127592992.000000 to -127618504.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -708404.375000 Penalty: 1402.285645
	Iteration 0F: 2 clusters Score -708404.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -704069.250000 Penalty: 2804.571289
	Iteration 0F: 3 clusters Score -704069.2 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -705362.250000 Penalty: 2804.571289
	Iteration 1F: 3 clusters Score -705362.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -705612.437500 Penalty: 2804.571289
	Iteration 2F: 3 clusters Score -705612.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -705807.375000 Penalty: 2804.571289
	Iteration 3F: 3 clusters Score -705807.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -705969.375000 Penalty: 2804.571289
	Iteration 4F: 3 clusters Score -705969.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -706094.750000 Penalty: 2804.571289
	Iteration 5Q: 3 clusters Score -706094.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -706180.000000 Penalty: 2804.571289
	Iteration 6Q: 3 clusters Score -706180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -706241.500000 Penalty: 2804.571289
	Iteration 7Q: 3 clusters Score -706241.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -706301.687500 Penalty: 2804.571289
	Iteration 8Q: 3 clusters Score -706301.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -706367.187500 Penalty: 2804.571289
	Iteration 9Q: 3 clusters Score -706367.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -706430.875000 Penalty: 2804.571289
	Iteration 10Q: 3 clusters Score -706430.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -706484.250000 Penalty: 2804.571289
	Iteration 11Q: 3 clusters Score -706484.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -706541.687500 Penalty: 2804.571289
	Iteration 12Q: 3 clusters Score -706541.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -706591.750000 Penalty: 2804.571289
	Iteration 13Q: 3 clusters Score -706591.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -706624.812500 Penalty: 2804.571289
	Iteration 14Q: 3 clusters Score -706624.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -706650.625000 Penalty: 2804.571289
	Iteration 15Q: 3 clusters Score -706650.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -706679.312500 Penalty: 2804.571289
	Iteration 16Q: 3 clusters Score -706679.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -706700.187500 Penalty: 2804.571289
	Iteration 17Q: 3 clusters Score -706700.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -706717.437500 Penalty: 2804.571289
	Iteration 18Q: 3 clusters Score -706717.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -706747.750000 Penalty: 2804.571289
	Iteration 19Q: 3 clusters Score -706747.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -706779.875000 Penalty: 2804.571289
	Iteration 20F: 3 clusters Score -706779.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -706811.812500 Penalty: 2804.571289
	Iteration 21Q: 3 clusters Score -706811.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -706838.750000 Penalty: 2804.571289
	Iteration 22Q: 3 clusters Score -706838.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -706855.562500 Penalty: 2804.571289
	Iteration 23Q: 3 clusters Score -706855.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -706870.187500 Penalty: 2804.571289
	Iteration 24Q: 3 clusters Score -706870.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -706879.562500 Penalty: 2804.571289
	Iteration 25Q: 3 clusters Score -706879.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -706890.625000 Penalty: 2804.571289
	Iteration 26Q: 3 clusters Score -706890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -706901.875000 Penalty: 2804.571289
	Iteration 27Q: 3 clusters Score -706901.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -706915.812500 Penalty: 2804.571289
	Iteration 28Q: 3 clusters Score -706915.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -706933.812500 Penalty: 2804.571289
	Iteration 29Q: 3 clusters Score -706933.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -706951.125000 Penalty: 2804.571289
	Iteration 30Q: 3 clusters Score -706951.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -706968.562500 Penalty: 2804.571289
	Iteration 31Q: 3 clusters Score -706968.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -706983.812500 Penalty: 2804.571289
	Iteration 32Q: 3 clusters Score -706983.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -706998.312500 Penalty: 2804.571289
	Iteration 33Q: 3 clusters Score -706998.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -707008.187500 Penalty: 2804.571289
	Iteration 34Q: 3 clusters Score -707008.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -707024.687500 Penalty: 2804.571289
	Iteration 35Q: 3 clusters Score -707024.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -707041.500000 Penalty: 2804.571289
	Iteration 36Q: 3 clusters Score -707041.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -707062.562500 Penalty: 2804.571289
	Iteration 37Q: 3 clusters Score -707062.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -707077.250000 Penalty: 2804.571289
	Iteration 38Q: 3 clusters Score -707077.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -707089.875000 Penalty: 2804.571289
	Iteration 39Q: 3 clusters Score -707089.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -707102.562500 Penalty: 2804.571289
	Iteration 40F: 3 clusters Score -707102.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -707110.875000 Penalty: 2804.571289
	Iteration 41Q: 3 clusters Score -707110.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -707117.687500 Penalty: 2804.571289
	Iteration 42Q: 3 clusters Score -707117.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -707125.375000 Penalty: 2804.571289
	Iteration 43Q: 3 clusters Score -707125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -707129.687500 Penalty: 2804.571289
	Iteration 44Q: 3 clusters Score -707129.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -707130.000000 Penalty: 2804.571289
	Iteration 45Q: 3 clusters Score -707130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -707130.250000 Penalty: 2804.571289
	Iteration 46Q: 3 clusters Score -707130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -707132.437500 Penalty: 2804.571289
	Iteration 47Q: 3 clusters Score -707132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -707133.125000 Penalty: 2804.571289
	Iteration 48Q: 3 clusters Score -707133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -707134.000000 Penalty: 2804.571289
	Iteration 49Q: 3 clusters Score -707134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -707135.750000 Penalty: 2804.571289
	Iteration 50Q: 3 clusters Score -707135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -707136.000000 Penalty: 2804.571289
	Iteration 51Q: 3 clusters Score -707136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -707134.750000 Penalty: 2804.571289
	Iteration 52Q: 3 clusters Score -707134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -707135.500000 Penalty: 2804.571289
	Iteration 53Q: 3 clusters Score -707135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -707135.750000 Penalty: 2804.571289
	Iteration 54Q: 3 clusters Score -707135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -707138.687500 Penalty: 2804.571289
	Iteration 55Q: 3 clusters Score -707138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -707138.937500 Penalty: 2804.571289
	Iteration 56Q: 3 clusters Score -707138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -707138.125000 Penalty: 2804.571289
	Iteration 57Q: 3 clusters Score -707138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -707138.062500 Penalty: 2804.571289
	Iteration 58Q: 3 clusters Score -707138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -707138.750000 Penalty: 2804.571289
	Iteration 59Q: 3 clusters Score -707138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -707138.125000 Penalty: 2804.571289
	Iteration 60F: 3 clusters Score -707138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -707139.500000 Penalty: 2804.571289
	Iteration 61Q: 3 clusters Score -707139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -707139.500000 Penalty: 2804.571289
	Iteration 62F: 3 clusters Score -707139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Entering Unmasked Estep 
Score: -1744053.000000 Penalty: 1559.793213
	Iteration 0F: 2 clusters Score -1744053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1733808.500000 Penalty: 3119.586426
	Iteration 0F: 3 clusters Score -1733808 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1737981.500000 Penalty: 3119.586426
	Iteration 1F: 3 clusters Score -1737982 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1738863.875000 Penalty: 3119.586426
	Iteration 2F: 3 clusters Score -1738864 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1739727.000000 Penalty: 3119.586426
	Iteration 3F: 3 clusters Score -1739727 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1740518.875000 Penalty: 3119.586426
	Iteration 4F: 3 clusters Score -1740519 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1741170.125000 Penalty: 3119.586426
	Iteration 5F: 3 clusters Score -1741170 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1741635.125000 Penalty: 3119.586426
	Iteration 6F: 3 clusters Score -1741635 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1741910.375000 Penalty: 3119.586426
	Iteration 7Q: 3 clusters Score -1741910 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1742078.125000 Penalty: 3119.586426
	Iteration 8Q: 3 clusters Score -1742078 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1742205.250000 Penalty: 3119.586426
	Iteration 9Q: 3 clusters Score -1742205 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1742322.750000 Penalty: 3119.586426
	Iteration 10Q: 3 clusters Score -1742323 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1742414.875000 Penalty: 3119.586426
	Iteration 11Q: 3 clusters Score -1742415 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1742485.250000 Penalty: 3119.586426
	Iteration 12Q: 3 clusters Score -1742485 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1742558.000000 Penalty: 3119.586426
	Iteration 13Q: 3 clusters Score -1742558 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1742606.500000 Penalty: 3119.586426
	Iteration 14Q: 3 clusters Score -1742606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1742647.875000 Penalty: 3119.586426
	Iteration 15Q: 3 clusters Score -1742648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1742682.875000 Penalty: 3119.586426
	Iteration 16Q: 3 clusters Score -1742683 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1742717.500000 Penalty: 3119.586426
	Iteration 17Q: 3 clusters Score -1742718 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1742752.125000 Penalty: 3119.586426
	Iteration 18Q: 3 clusters Score -1742752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1742794.250000 Penalty: 3119.586426
	Iteration 19Q: 3 clusters Score -1742794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1742823.875000 Penalty: 3119.586426
	Iteration 20F: 3 clusters Score -1742824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1742859.250000 Penalty: 3119.586426
	Iteration 21Q: 3 clusters Score -1742859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1742896.125000 Penalty: 3119.586426
	Iteration 22Q: 3 clusters Score -1742896 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1742933.750000 Penalty: 3119.586426
	Iteration 23Q: 3 clusters Score -1742934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1742956.125000 Penalty: 3119.586426
	Iteration 24Q: 3 clusters Score -1742956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1742987.625000 Penalty: 3119.586426
	Iteration 25Q: 3 clusters Score -1742988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1743024.875000 Penalty: 3119.586426
	Iteration 26Q: 3 clusters Score -1743025 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1743049.375000 Penalty: 3119.586426
	Iteration 27Q: 3 clusters Score -1743049 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1743076.125000 Penalty: 3119.586426
	Iteration 28Q: 3 clusters Score -1743076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1743120.250000 Penalty: 3119.586426
	Iteration 29Q: 3 clusters Score -1743120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1743149.000000 Penalty: 3119.586426
	Iteration 30Q: 3 clusters Score -1743149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1743184.375000 Penalty: 3119.586426
	Iteration 31Q: 3 clusters Score -1743184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1743226.250000 Penalty: 3119.586426
	Iteration 32Q: 3 clusters Score -1743226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1743268.250000 Penalty: 3119.586426
	Iteration 33Q: 3 clusters Score -1743268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1743304.250000 Penalty: 3119.586426
	Iteration 34Q: 3 clusters Score -1743304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1743338.250000 Penalty: 3119.586426
	Iteration 35Q: 3 clusters Score -1743338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1743372.250000 Penalty: 3119.586426
	Iteration 36Q: 3 clusters Score -1743372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1743394.750000 Penalty: 3119.586426
	Iteration 37Q: 3 clusters Score -1743395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1743419.250000 Penalty: 3119.586426
	Iteration 38Q: 3 clusters Score -1743419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1743441.875000 Penalty: 3119.586426
	Iteration 39Q: 3 clusters Score -1743442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1743461.250000 Penalty: 3119.586426
	Iteration 40F: 3 clusters Score -1743461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1743475.125000 Penalty: 3119.586426
	Iteration 41Q: 3 clusters Score -1743475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1743488.125000 Penalty: 3119.586426
	Iteration 42Q: 3 clusters Score -1743488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1743495.250000 Penalty: 3119.586426
	Iteration 43Q: 3 clusters Score -1743495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1743504.750000 Penalty: 3119.586426
	Iteration 44Q: 3 clusters Score -1743505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1743504.375000 Penalty: 3119.586426
	Iteration 45Q: 3 clusters Score -1743504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1743508.125000 Penalty: 3119.586426
	Iteration 46Q: 3 clusters Score -1743508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1743512.125000 Penalty: 3119.586426
	Iteration 47Q: 3 clusters Score -1743512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1743511.875000 Penalty: 3119.586426
	Iteration 48Q: 3 clusters Score -1743512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1743513.625000 Penalty: 3119.586426
	Iteration 49Q: 3 clusters Score -1743514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1743512.625000 Penalty: 3119.586426
	Iteration 50Q: 3 clusters Score -1743513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1743516.000000 Penalty: 3119.586426
	Iteration 51Q: 3 clusters Score -1743516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1743515.375000 Penalty: 3119.586426
	Iteration 52Q: 3 clusters Score -1743515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1743516.250000 Penalty: 3119.586426
	Iteration 53Q: 3 clusters Score -1743516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1743513.125000 Penalty: 3119.586426
	Iteration 54Q: 3 clusters Score -1743513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1743513.750000 Penalty: 3119.586426
	Iteration 55Q: 3 clusters Score -1743514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1743514.500000 Penalty: 3119.586426
	Iteration 56Q: 3 clusters Score -1743514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1743517.000000 Penalty: 3119.586426
	Iteration 57Q: 3 clusters Score -1743517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1743515.500000 Penalty: 3119.586426
	Iteration 58Q: 3 clusters Score -1743516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1743515.125000 Penalty: 3119.586426
	Iteration 59Q: 3 clusters Score -1743515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1743518.250000 Penalty: 3119.586426
	Iteration 60F: 3 clusters Score -1743518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1743519.500000 Penalty: 3119.586426
	Iteration 61Q: 3 clusters Score -1743520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1743520.375000 Penalty: 3119.586426
	Iteration 62Q: 3 clusters Score -1743520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1743519.750000 Penalty: 3119.586426
	Iteration 63Q: 3 clusters Score -1743520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1743517.125000 Penalty: 3119.586426
	Iteration 64Q: 3 clusters Score -1743517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1743515.500000 Penalty: 3119.586426
	Iteration 65Q: 3 clusters Score -1743516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1743516.750000 Penalty: 3119.586426
	Iteration 66Q: 3 clusters Score -1743517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1743515.750000 Penalty: 3119.586426
	Iteration 67Q: 3 clusters Score -1743516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1743517.750000 Penalty: 3119.586426
	Iteration 68Q: 3 clusters Score -1743518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1743517.750000 Penalty: 3119.586426
	Iteration 69F: 3 clusters Score -1743518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Entering Unmasked Estep 
Score: -14566711.000000 Penalty: 1887.637573
	Iteration 0F: 2 clusters Score -1.456671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -14504240.000000 Penalty: 3775.275146
	Iteration 0F: 3 clusters Score -1.450424e+07 nChanged 53462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -14535449.000000 Penalty: 3775.275146
	Iteration 1F: 3 clusters Score -1.453545e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -14536517.000000 Penalty: 3775.275146
	Iteration 2Q: 3 clusters Score -1.453652e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -14538302.000000 Penalty: 3775.275146
	Iteration 3Q: 3 clusters Score -1.45383e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -14541269.000000 Penalty: 3775.275146
	Iteration 4Q: 3 clusters Score -1.454127e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -14545756.000000 Penalty: 3775.275146
	Iteration 5F: 3 clusters Score -1.454576e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -14551663.000000 Penalty: 3775.275146
	Iteration 6F: 3 clusters Score -1.455166e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -14558262.000000 Penalty: 3775.275146
	Iteration 7F: 3 clusters Score -1.455826e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -14563060.000000 Penalty: 3775.275146
	Iteration 8F: 3 clusters Score -1.456306e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -14565349.000000 Penalty: 3775.275146
	Iteration 9F: 3 clusters Score -1.456535e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -14566375.000000 Penalty: 3775.275146
	Iteration 10Q: 3 clusters Score -1.456638e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -14566938.000000 Penalty: 3775.275146
	Iteration 11Q: 3 clusters Score -1.456694e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -14567424.000000 Penalty: 3775.275146
	Iteration 12Q: 3 clusters Score -1.456742e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -14567790.000000 Penalty: 3775.275146
	Iteration 13Q: 3 clusters Score -1.456779e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -14568036.000000 Penalty: 3775.275146
	Iteration 14Q: 3 clusters Score -1.456804e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -14568178.000000 Penalty: 3775.275146
	Iteration 15Q: 3 clusters Score -1.456818e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -14568272.000000 Penalty: 3775.275146
	Iteration 16Q: 3 clusters Score -1.456827e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -14568484.000000 Penalty: 3775.275146
	Iteration 17Q: 3 clusters Score -1.456848e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -14568705.000000 Penalty: 3775.275146
	Iteration 18Q: 3 clusters Score -1.45687e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -14568803.000000 Penalty: 3775.275146
	Iteration 19Q: 3 clusters Score -1.45688e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -14568987.000000 Penalty: 3775.275146
	Iteration 20F: 3 clusters Score -1.456899e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -14569024.000000 Penalty: 3775.275146
	Iteration 21Q: 3 clusters Score -1.456902e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -14569079.000000 Penalty: 3775.275146
	Iteration 22Q: 3 clusters Score -1.456908e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -14569134.000000 Penalty: 3775.275146
	Iteration 23Q: 3 clusters Score -1.456913e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -14569185.000000 Penalty: 3775.275146
	Iteration 24Q: 3 clusters Score -1.456918e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -14569089.000000 Penalty: 3775.275146
	Iteration 25Q: 3 clusters Score -1.456909e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -14569088.000000 Penalty: 3775.275146
	Iteration 26Q: 3 clusters Score -1.456909e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -14569012.000000 Penalty: 3775.275146
	Iteration 27Q: 3 clusters Score -1.456901e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -14568953.000000 Penalty: 3775.275146
	Iteration 28Q: 3 clusters Score -1.456895e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -14568901.000000 Penalty: 3775.275146
	Iteration 29Q: 3 clusters Score -1.45689e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -14568824.000000 Penalty: 3775.275146
	Iteration 30Q: 3 clusters Score -1.456882e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -14568747.000000 Penalty: 3775.275146
	Iteration 31Q: 3 clusters Score -1.456875e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -14568752.000000 Penalty: 3775.275146
	Iteration 32Q: 3 clusters Score -1.456875e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -14568684.000000 Penalty: 3775.275146
	Iteration 33Q: 3 clusters Score -1.456868e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -14568638.000000 Penalty: 3775.275146
	Iteration 34Q: 3 clusters Score -1.456864e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -14568595.000000 Penalty: 3775.275146
	Iteration 35Q: 3 clusters Score -1.45686e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -14568538.000000 Penalty: 3775.275146
	Iteration 36Q: 3 clusters Score -1.456854e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -14568465.000000 Penalty: 3775.275146
	Iteration 37Q: 3 clusters Score -1.456846e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -14568424.000000 Penalty: 3775.275146
	Iteration 38Q: 3 clusters Score -1.456842e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -14568356.000000 Penalty: 3775.275146
	Iteration 39Q: 3 clusters Score -1.456836e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -14568310.000000 Penalty: 3775.275146
	Iteration 40F: 3 clusters Score -1.456831e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -14568205.000000 Penalty: 3775.275146
	Iteration 41Q: 3 clusters Score -1.45682e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -14568154.000000 Penalty: 3775.275146
	Iteration 42Q: 3 clusters Score -1.456815e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -14568074.000000 Penalty: 3775.275146
	Iteration 43Q: 3 clusters Score -1.456807e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -14567963.000000 Penalty: 3775.275146
	Iteration 44Q: 3 clusters Score -1.456796e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -14567915.000000 Penalty: 3775.275146
	Iteration 45Q: 3 clusters Score -1.456792e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -14567851.000000 Penalty: 3775.275146
	Iteration 46Q: 3 clusters Score -1.456785e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -14567827.000000 Penalty: 3775.275146
	Iteration 47Q: 3 clusters Score -1.456783e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -14567749.000000 Penalty: 3775.275146
	Iteration 48Q: 3 clusters Score -1.456775e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -14567744.000000 Penalty: 3775.275146
	Iteration 49Q: 3 clusters Score -1.456774e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -14567674.000000 Penalty: 3775.275146
	Iteration 50Q: 3 clusters Score -1.456767e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -14567615.000000 Penalty: 3775.275146
	Iteration 51Q: 3 clusters Score -1.456762e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -14567550.000000 Penalty: 3775.275146
	Iteration 52Q: 3 clusters Score -1.456755e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -14567489.000000 Penalty: 3775.275146
	Iteration 53Q: 3 clusters Score -1.456749e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -14567424.000000 Penalty: 3775.275146
	Iteration 54Q: 3 clusters Score -1.456742e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -14567410.000000 Penalty: 3775.275146
	Iteration 55Q: 3 clusters Score -1.456741e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -14567380.000000 Penalty: 3775.275146
	Iteration 56Q: 3 clusters Score -1.456738e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -14567352.000000 Penalty: 3775.275146
	Iteration 57Q: 3 clusters Score -1.456735e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -14567291.000000 Penalty: 3775.275146
	Iteration 58Q: 3 clusters Score -1.456729e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -14567250.000000 Penalty: 3775.275146
	Iteration 59Q: 3 clusters Score -1.456725e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -14567217.000000 Penalty: 3775.275146
	Iteration 60F: 3 clusters Score -1.456722e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -14567182.000000 Penalty: 3775.275146
	Iteration 61Q: 3 clusters Score -1.456718e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -14567130.000000 Penalty: 3775.275146
	Iteration 62Q: 3 clusters Score -1.456713e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -14567072.000000 Penalty: 3775.275146
	Iteration 63Q: 3 clusters Score -1.456707e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -14567021.000000 Penalty: 3775.275146
	Iteration 64Q: 3 clusters Score -1.456702e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -14566937.000000 Penalty: 3775.275146
	Iteration 65Q: 3 clusters Score -1.456694e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -14566853.000000 Penalty: 3775.275146
	Iteration 66Q: 3 clusters Score -1.456685e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -14566859.000000 Penalty: 3775.275146
	Iteration 67Q: 3 clusters Score -1.456686e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -14566764.000000 Penalty: 3775.275146
	Iteration 68Q: 3 clusters Score -1.456676e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -14566744.000000 Penalty: 3775.275146
	Iteration 69Q: 3 clusters Score -1.456674e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -14566632.000000 Penalty: 3775.275146
	Iteration 70Q: 3 clusters Score -1.456663e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -14566597.000000 Penalty: 3775.275146
	Iteration 71Q: 3 clusters Score -1.45666e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -14566460.000000 Penalty: 3775.275146
	Iteration 72Q: 3 clusters Score -1.456646e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -14566332.000000 Penalty: 3775.275146
	Iteration 73Q: 3 clusters Score -1.456633e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -14566252.000000 Penalty: 3775.275146
	Iteration 74Q: 3 clusters Score -1.456625e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -14566137.000000 Penalty: 3775.275146
	Iteration 75Q: 3 clusters Score -1.456614e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -14566075.000000 Penalty: 3775.275146
	Iteration 76Q: 3 clusters Score -1.456608e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -14565953.000000 Penalty: 3775.275146
	Iteration 77Q: 3 clusters Score -1.456595e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -14565920.000000 Penalty: 3775.275146
	Iteration 78Q: 3 clusters Score -1.456592e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -14565842.000000 Penalty: 3775.275146
	Iteration 79Q: 3 clusters Score -1.456584e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -14565786.000000 Penalty: 3775.275146
	Iteration 80F: 3 clusters Score -1.456579e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -14565620.000000 Penalty: 3775.275146
	Iteration 81Q: 3 clusters Score -1.456562e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -14565541.000000 Penalty: 3775.275146
	Iteration 82Q: 3 clusters Score -1.456554e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -14565457.000000 Penalty: 3775.275146
	Iteration 83Q: 3 clusters Score -1.456546e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -14565407.000000 Penalty: 3775.275146
	Iteration 84Q: 3 clusters Score -1.456541e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -14565380.000000 Penalty: 3775.275146
	Iteration 85Q: 3 clusters Score -1.456538e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -14565340.000000 Penalty: 3775.275146
	Iteration 86Q: 3 clusters Score -1.456534e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -14565342.000000 Penalty: 3775.275146
	Iteration 87Q: 3 clusters Score -1.456534e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -14565303.000000 Penalty: 3775.275146
	Iteration 88Q: 3 clusters Score -1.45653e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -14565304.000000 Penalty: 3775.275146
	Iteration 89Q: 3 clusters Score -1.45653e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -14565346.000000 Penalty: 3775.275146
	Iteration 90Q: 3 clusters Score -1.456535e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -14565268.000000 Penalty: 3775.275146
	Iteration 91Q: 3 clusters Score -1.456527e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -14565295.000000 Penalty: 3775.275146
	Iteration 92Q: 3 clusters Score -1.45653e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -14565247.000000 Penalty: 3775.275146
	Iteration 93Q: 3 clusters Score -1.456525e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -14565238.000000 Penalty: 3775.275146
	Iteration 94Q: 3 clusters Score -1.456524e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -14565275.000000 Penalty: 3775.275146
	Iteration 95Q: 3 clusters Score -1.456528e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -14565321.000000 Penalty: 3775.275146
	Iteration 96Q: 3 clusters Score -1.456532e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -14565381.000000 Penalty: 3775.275146
	Iteration 97Q: 3 clusters Score -1.456538e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -14565429.000000 Penalty: 3775.275146
	Iteration 98Q: 3 clusters Score -1.456543e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -14565419.000000 Penalty: 3775.275146
	Iteration 99Q: 3 clusters Score -1.456542e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -14565451.000000 Penalty: 3775.275146
	Iteration 100F: 3 clusters Score -1.456545e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -14565439.000000 Penalty: 3775.275146
	Iteration 101Q: 3 clusters Score -1.456544e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -14565481.000000 Penalty: 3775.275146
	Iteration 102Q: 3 clusters Score -1.456548e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -14565429.000000 Penalty: 3775.275146
	Iteration 103Q: 3 clusters Score -1.456543e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -14565410.000000 Penalty: 3775.275146
	Iteration 104Q: 3 clusters Score -1.456541e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -14565423.000000 Penalty: 3775.275146
	Iteration 105Q: 3 clusters Score -1.456542e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -14565403.000000 Penalty: 3775.275146
	Iteration 106Q: 3 clusters Score -1.45654e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -14565393.000000 Penalty: 3775.275146
	Iteration 107Q: 3 clusters Score -1.456539e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -14565431.000000 Penalty: 3775.275146
	Iteration 108Q: 3 clusters Score -1.456543e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -14565434.000000 Penalty: 3775.275146
	Iteration 109Q: 3 clusters Score -1.456543e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -14565409.000000 Penalty: 3775.275146
	Iteration 110Q: 3 clusters Score -1.456541e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -14565415.000000 Penalty: 3775.275146
	Iteration 111Q: 3 clusters Score -1.456542e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -14565439.000000 Penalty: 3775.275146
	Iteration 112Q: 3 clusters Score -1.456544e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -14565418.000000 Penalty: 3775.275146
	Iteration 113Q: 3 clusters Score -1.456542e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -14565432.000000 Penalty: 3775.275146
	Iteration 114Q: 3 clusters Score -1.456543e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -14565427.000000 Penalty: 3775.275146
	Iteration 115Q: 3 clusters Score -1.456543e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -14565436.000000 Penalty: 3775.275146
	Iteration 116Q: 3 clusters Score -1.456544e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -14565475.000000 Penalty: 3775.275146
	Iteration 117Q: 3 clusters Score -1.456548e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -14565474.000000 Penalty: 3775.275146
	Iteration 118Q: 3 clusters Score -1.456547e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -14565509.000000 Penalty: 3775.275146
	Iteration 119Q: 3 clusters Score -1.456551e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -14565560.000000 Penalty: 3775.275146
	Iteration 120F: 3 clusters Score -1.456556e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -14565566.000000 Penalty: 3775.275146
	Iteration 121Q: 3 clusters Score -1.456557e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -14565563.000000 Penalty: 3775.275146
	Iteration 122Q: 3 clusters Score -1.456556e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -14565556.000000 Penalty: 3775.275146
	Iteration 123Q: 3 clusters Score -1.456556e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -14565550.000000 Penalty: 3775.275146
	Iteration 124Q: 3 clusters Score -1.456555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -14565558.000000 Penalty: 3775.275146
	Iteration 125Q: 3 clusters Score -1.456556e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -14565567.000000 Penalty: 3775.275146
	Iteration 126Q: 3 clusters Score -1.456557e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -14565570.000000 Penalty: 3775.275146
	Iteration 127Q: 3 clusters Score -1.456557e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -14565598.000000 Penalty: 3775.275146
	Iteration 128Q: 3 clusters Score -1.45656e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -14565596.000000 Penalty: 3775.275146
	Iteration 129Q: 3 clusters Score -1.45656e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -14565644.000000 Penalty: 3775.275146
	Iteration 130Q: 3 clusters Score -1.456564e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -14565670.000000 Penalty: 3775.275146
	Iteration 131Q: 3 clusters Score -1.456567e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -14565693.000000 Penalty: 3775.275146
	Iteration 132Q: 3 clusters Score -1.456569e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -14565685.000000 Penalty: 3775.275146
	Iteration 133Q: 3 clusters Score -1.456568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -14565706.000000 Penalty: 3775.275146
	Iteration 134Q: 3 clusters Score -1.456571e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -14565742.000000 Penalty: 3775.275146
	Iteration 135Q: 3 clusters Score -1.456574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -14565737.000000 Penalty: 3775.275146
	Iteration 136Q: 3 clusters Score -1.456574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -14565742.000000 Penalty: 3775.275146
	Iteration 137Q: 3 clusters Score -1.456574e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -14565772.000000 Penalty: 3775.275146
	Iteration 138Q: 3 clusters Score -1.456577e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -14565797.000000 Penalty: 3775.275146
	Iteration 139Q: 3 clusters Score -1.45658e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14565776.000000 Penalty: 3775.275146
	Iteration 140F: 3 clusters Score -1.456578e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -14565806.000000 Penalty: 3775.275146
	Iteration 141Q: 3 clusters Score -1.456581e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -14565842.000000 Penalty: 3775.275146
	Iteration 142Q: 3 clusters Score -1.456584e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -14565832.000000 Penalty: 3775.275146
	Iteration 143Q: 3 clusters Score -1.456583e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -14565856.000000 Penalty: 3775.275146
	Iteration 144Q: 3 clusters Score -1.456586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -14565871.000000 Penalty: 3775.275146
	Iteration 145Q: 3 clusters Score -1.456587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -14565895.000000 Penalty: 3775.275146
	Iteration 146Q: 3 clusters Score -1.45659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -14565929.000000 Penalty: 3775.275146
	Iteration 147Q: 3 clusters Score -1.456593e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -14565927.000000 Penalty: 3775.275146
	Iteration 148Q: 3 clusters Score -1.456593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -14565936.000000 Penalty: 3775.275146
	Iteration 149Q: 3 clusters Score -1.456594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -14565941.000000 Penalty: 3775.275146
	Iteration 150Q: 3 clusters Score -1.456594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -14565953.000000 Penalty: 3775.275146
	Iteration 151Q: 3 clusters Score -1.456595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -14565932.000000 Penalty: 3775.275146
	Iteration 152Q: 3 clusters Score -1.456593e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -14565954.000000 Penalty: 3775.275146
	Iteration 153Q: 3 clusters Score -1.456595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -14565969.000000 Penalty: 3775.275146
	Iteration 154Q: 3 clusters Score -1.456597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -14565971.000000 Penalty: 3775.275146
	Iteration 155Q: 3 clusters Score -1.456597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -14565969.000000 Penalty: 3775.275146
	Iteration 156Q: 3 clusters Score -1.456597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -14565981.000000 Penalty: 3775.275146
	Iteration 157Q: 3 clusters Score -1.456598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -14565958.000000 Penalty: 3775.275146
	Iteration 158Q: 3 clusters Score -1.456596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -14565972.000000 Penalty: 3775.275146
	Iteration 159Q: 3 clusters Score -1.456597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -14565986.000000 Penalty: 3775.275146
	Iteration 160F: 3 clusters Score -1.456599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -14565990.000000 Penalty: 3775.275146
	Iteration 161Q: 3 clusters Score -1.456599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -14566002.000000 Penalty: 3775.275146
	Iteration 162Q: 3 clusters Score -1.4566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -14566005.000000 Penalty: 3775.275146
	Iteration 163Q: 3 clusters Score -1.4566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -14565999.000000 Penalty: 3775.275146
	Iteration 164Q: 3 clusters Score -1.4566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -14565989.000000 Penalty: 3775.275146
	Iteration 165Q: 3 clusters Score -1.456599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -14566009.000000 Penalty: 3775.275146
	Iteration 166Q: 3 clusters Score -1.456601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -14565999.000000 Penalty: 3775.275146
	Iteration 167Q: 3 clusters Score -1.4566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -14565993.000000 Penalty: 3775.275146
	Iteration 168Q: 3 clusters Score -1.456599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -14566013.000000 Penalty: 3775.275146
	Iteration 169Q: 3 clusters Score -1.456601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -14566036.000000 Penalty: 3775.275146
	Iteration 170Q: 3 clusters Score -1.456604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -14566035.000000 Penalty: 3775.275146
	Iteration 171Q: 3 clusters Score -1.456604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -14566046.000000 Penalty: 3775.275146
	Iteration 172Q: 3 clusters Score -1.456605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -14566045.000000 Penalty: 3775.275146
	Iteration 173Q: 3 clusters Score -1.456604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -14566055.000000 Penalty: 3775.275146
	Iteration 174Q: 3 clusters Score -1.456606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -14566058.000000 Penalty: 3775.275146
	Iteration 175Q: 3 clusters Score -1.456606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -14566063.000000 Penalty: 3775.275146
	Iteration 176Q: 3 clusters Score -1.456606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -14566067.000000 Penalty: 3775.275146
	Iteration 177Q: 3 clusters Score -1.456607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -14566067.000000 Penalty: 3775.275146
	Iteration 178Q: 3 clusters Score -1.456607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -14566078.000000 Penalty: 3775.275146
	Iteration 179Q: 3 clusters Score -1.456608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -14566087.000000 Penalty: 3775.275146
	Iteration 180F: 3 clusters Score -1.456609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -14566098.000000 Penalty: 3775.275146
	Iteration 181Q: 3 clusters Score -1.45661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -14566096.000000 Penalty: 3775.275146
	Iteration 182Q: 3 clusters Score -1.45661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -14566106.000000 Penalty: 3775.275146
	Iteration 183Q: 3 clusters Score -1.456611e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -14566106.000000 Penalty: 3775.275146
	Iteration 184Q: 3 clusters Score -1.456611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -14566105.000000 Penalty: 3775.275146
	Iteration 185Q: 3 clusters Score -1.45661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -14566099.000000 Penalty: 3775.275146
	Iteration 186Q: 3 clusters Score -1.45661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -14566110.000000 Penalty: 3775.275146
	Iteration 187Q: 3 clusters Score -1.456611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100447 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -14566105.000000 Penalty: 3775.275146
	Iteration 188Q: 3 clusters Score -1.45661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -14566114.000000 Penalty: 3775.275146
	Iteration 189Q: 3 clusters Score -1.456611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -14566118.000000 Penalty: 3775.275146
	Iteration 190Q: 3 clusters Score -1.456612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -14566124.000000 Penalty: 3775.275146
	Iteration 191Q: 3 clusters Score -1.456612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -14566118.000000 Penalty: 3775.275146
	Iteration 192Q: 3 clusters Score -1.456612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -14566132.000000 Penalty: 3775.275146
	Iteration 193Q: 3 clusters Score -1.456613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -14566137.000000 Penalty: 3775.275146
	Iteration 194Q: 3 clusters Score -1.456614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -14566124.000000 Penalty: 3775.275146
	Iteration 195Q: 3 clusters Score -1.456612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100559 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -14566121.000000 Penalty: 3775.275146
	Iteration 196Q: 3 clusters Score -1.456612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -14566107.000000 Penalty: 3775.275146
	Iteration 197Q: 3 clusters Score -1.456611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -14566095.000000 Penalty: 3775.275146
	Iteration 198Q: 3 clusters Score -1.45661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -14566092.000000 Penalty: 3775.275146
	Iteration 199Q: 3 clusters Score -1.456609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -14566105.000000 Penalty: 3775.275146
	Iteration 200F: 3 clusters Score -1.45661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -14566109.000000 Penalty: 3775.275146
	Iteration 201Q: 3 clusters Score -1.456611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -14566111.000000 Penalty: 3775.275146
	Iteration 202Q: 3 clusters Score -1.456611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -14566123.000000 Penalty: 3775.275146
	Iteration 203Q: 3 clusters Score -1.456612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -14566121.000000 Penalty: 3775.275146
	Iteration 204Q: 3 clusters Score -1.456612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -14566125.000000 Penalty: 3775.275146
	Iteration 205Q: 3 clusters Score -1.456612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -14566128.000000 Penalty: 3775.275146
	Iteration 206Q: 3 clusters Score -1.456613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -14566128.000000 Penalty: 3775.275146
	Iteration 207Q: 3 clusters Score -1.456613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -14566131.000000 Penalty: 3775.275146
	Iteration 208Q: 3 clusters Score -1.456613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -14566120.000000 Penalty: 3775.275146
	Iteration 209Q: 3 clusters Score -1.456612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -14566130.000000 Penalty: 3775.275146
	Iteration 210Q: 3 clusters Score -1.456613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -14566138.000000 Penalty: 3775.275146
	Iteration 211Q: 3 clusters Score -1.456614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -14566135.000000 Penalty: 3775.275146
	Iteration 212Q: 3 clusters Score -1.456614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -14566128.000000 Penalty: 3775.275146
	Iteration 213Q: 3 clusters Score -1.456613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -14566139.000000 Penalty: 3775.275146
	Iteration 214Q: 3 clusters Score -1.456614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -14566134.000000 Penalty: 3775.275146
	Iteration 215Q: 3 clusters Score -1.456613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -14566143.000000 Penalty: 3775.275146
	Iteration 216Q: 3 clusters Score -1.456614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -14566162.000000 Penalty: 3775.275146
	Iteration 217Q: 3 clusters Score -1.456616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -14566176.000000 Penalty: 3775.275146
	Iteration 218Q: 3 clusters Score -1.456618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -14566175.000000 Penalty: 3775.275146
	Iteration 219Q: 3 clusters Score -1.456618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -14566180.000000 Penalty: 3775.275146
	Iteration 220F: 3 clusters Score -1.456618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -14566188.000000 Penalty: 3775.275146
	Iteration 221Q: 3 clusters Score -1.456619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -14566184.000000 Penalty: 3775.275146
	Iteration 222Q: 3 clusters Score -1.456618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -14566186.000000 Penalty: 3775.275146
	Iteration 223Q: 3 clusters Score -1.456619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -14566183.000000 Penalty: 3775.275146
	Iteration 224Q: 3 clusters Score -1.456618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -14566185.000000 Penalty: 3775.275146
	Iteration 225Q: 3 clusters Score -1.456618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -14566177.000000 Penalty: 3775.275146
	Iteration 226Q: 3 clusters Score -1.456618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -14566172.000000 Penalty: 3775.275146
	Iteration 227Q: 3 clusters Score -1.456617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -14566183.000000 Penalty: 3775.275146
	Iteration 228Q: 3 clusters Score -1.456618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -14566187.000000 Penalty: 3775.275146
	Iteration 229Q: 3 clusters Score -1.456619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -14566188.000000 Penalty: 3775.275146
	Iteration 230Q: 3 clusters Score -1.456619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -14566191.000000 Penalty: 3775.275146
	Iteration 231Q: 3 clusters Score -1.456619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -14566189.000000 Penalty: 3775.275146
	Iteration 232Q: 3 clusters Score -1.456619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -14566195.000000 Penalty: 3775.275146
	Iteration 233Q: 3 clusters Score -1.45662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -14566185.000000 Penalty: 3775.275146
	Iteration 234Q: 3 clusters Score -1.456618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -14566185.000000 Penalty: 3775.275146
	Iteration 235F: 3 clusters Score -1.456618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Entering Unmasked Estep 
Score: -5272407.500000 Penalty: 1729.680176
	Iteration 0F: 2 clusters Score -5272408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5244382.000000 Penalty: 3459.360352
	Iteration 0F: 3 clusters Score -5244382 nChanged 19583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5255331.000000 Penalty: 3459.360352
	Iteration 1F: 3 clusters Score -5255331 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5255800.500000 Penalty: 3459.360352
	Iteration 2Q: 3 clusters Score -5255800 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5256199.000000 Penalty: 3459.360352
	Iteration 3Q: 3 clusters Score -5256199 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5256603.000000 Penalty: 3459.360352
	Iteration 4Q: 3 clusters Score -5256603 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -5257090.500000 Penalty: 3459.360352
	Iteration 5Q: 3 clusters Score -5257090 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5257594.500000 Penalty: 3459.360352
	Iteration 6Q: 3 clusters Score -5257594 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5258312.000000 Penalty: 3459.360352
	Iteration 7Q: 3 clusters Score -5258312 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5259361.000000 Penalty: 3459.360352
	Iteration 8Q: 3 clusters Score -5259361 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5260768.000000 Penalty: 3459.360352
	Iteration 9F: 3 clusters Score -5260768 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -5262619.000000 Penalty: 3459.360352
	Iteration 10F: 3 clusters Score -5262619 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5264580.500000 Penalty: 3459.360352
	Iteration 11F: 3 clusters Score -5264580 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -5266334.500000 Penalty: 3459.360352
	Iteration 12F: 3 clusters Score -5266334 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5267780.000000 Penalty: 3459.360352
	Iteration 13Q: 3 clusters Score -5267780 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5268897.000000 Penalty: 3459.360352
	Iteration 14Q: 3 clusters Score -5268897 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5269692.000000 Penalty: 3459.360352
	Iteration 15Q: 3 clusters Score -5269692 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5270252.500000 Penalty: 3459.360352
	Iteration 16Q: 3 clusters Score -5270252 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5270614.500000 Penalty: 3459.360352
	Iteration 17Q: 3 clusters Score -5270614 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5270849.500000 Penalty: 3459.360352
	Iteration 18Q: 3 clusters Score -5270850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5271008.500000 Penalty: 3459.360352
	Iteration 19Q: 3 clusters Score -5271008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5271145.500000 Penalty: 3459.360352
	Iteration 20F: 3 clusters Score -5271146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5271223.500000 Penalty: 3459.360352
	Iteration 21Q: 3 clusters Score -5271224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5271261.500000 Penalty: 3459.360352
	Iteration 22Q: 3 clusters Score -5271262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5271282.500000 Penalty: 3459.360352
	Iteration 23Q: 3 clusters Score -5271282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5271304.500000 Penalty: 3459.360352
	Iteration 24Q: 3 clusters Score -5271304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5271321.500000 Penalty: 3459.360352
	Iteration 25Q: 3 clusters Score -5271322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5271336.500000 Penalty: 3459.360352
	Iteration 26Q: 3 clusters Score -5271336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5271349.000000 Penalty: 3459.360352
	Iteration 27Q: 3 clusters Score -5271349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5271352.000000 Penalty: 3459.360352
	Iteration 28Q: 3 clusters Score -5271352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5271357.000000 Penalty: 3459.360352
	Iteration 29Q: 3 clusters Score -5271357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5271358.500000 Penalty: 3459.360352
	Iteration 30Q: 3 clusters Score -5271358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5271362.500000 Penalty: 3459.360352
	Iteration 31Q: 3 clusters Score -5271362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5271363.000000 Penalty: 3459.360352
	Iteration 32Q: 3 clusters Score -5271363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5271368.500000 Penalty: 3459.360352
	Iteration 33Q: 3 clusters Score -5271368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5271364.000000 Penalty: 3459.360352
	Iteration 34Q: 3 clusters Score -5271364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5271363.000000 Penalty: 3459.360352
	Iteration 35Q: 3 clusters Score -5271363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5271366.000000 Penalty: 3459.360352
	Iteration 36Q: 3 clusters Score -5271366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5271366.000000 Penalty: 3459.360352
	Iteration 37F: 3 clusters Score -5271366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (121189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121189 members 
Entering Unmasked Estep 
Score: -15919439.000000 Penalty: 1902.079834
	Iteration 0F: 2 clusters Score -1.591944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -15853377.000000 Penalty: 3804.159668
	Iteration 0F: 3 clusters Score -1.585338e+07 nChanged 58302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -15886689.000000 Penalty: 3804.159668
	Iteration 1F: 3 clusters Score -1.588669e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -15887287.000000 Penalty: 3804.159668
	Iteration 2Q: 3 clusters Score -1.588729e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -15888043.000000 Penalty: 3804.159668
	Iteration 3Q: 3 clusters Score -1.588804e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -15888864.000000 Penalty: 3804.159668
	Iteration 4Q: 3 clusters Score -1.588886e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -15890302.000000 Penalty: 3804.159668
	Iteration 5Q: 3 clusters Score -1.58903e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -15892311.000000 Penalty: 3804.159668
	Iteration 6F: 3 clusters Score -1.589231e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -15895724.000000 Penalty: 3804.159668
	Iteration 7F: 3 clusters Score -1.589572e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -15900791.000000 Penalty: 3804.159668
	Iteration 8F: 3 clusters Score -1.590079e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -15906669.000000 Penalty: 3804.159668
	Iteration 9F: 3 clusters Score -1.590667e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -15909847.000000 Penalty: 3804.159668
	Iteration 10F: 3 clusters Score -1.590985e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -15910736.000000 Penalty: 3804.159668
	Iteration 11Q: 3 clusters Score -1.591074e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -15911108.000000 Penalty: 3804.159668
	Iteration 12Q: 3 clusters Score -1.591111e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -15911511.000000 Penalty: 3804.159668
	Iteration 13Q: 3 clusters Score -1.591151e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -15911874.000000 Penalty: 3804.159668
	Iteration 14Q: 3 clusters Score -1.591187e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -15912248.000000 Penalty: 3804.159668
	Iteration 15Q: 3 clusters Score -1.591225e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -15912729.000000 Penalty: 3804.159668
	Iteration 16Q: 3 clusters Score -1.591273e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -15913204.000000 Penalty: 3804.159668
	Iteration 17Q: 3 clusters Score -1.59132e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -15913770.000000 Penalty: 3804.159668
	Iteration 18Q: 3 clusters Score -1.591377e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -15914250.000000 Penalty: 3804.159668
	Iteration 19Q: 3 clusters Score -1.591425e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -15914852.000000 Penalty: 3804.159668
	Iteration 20F: 3 clusters Score -1.591485e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -15915446.000000 Penalty: 3804.159668
	Iteration 21Q: 3 clusters Score -1.591545e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -15916058.000000 Penalty: 3804.159668
	Iteration 22Q: 3 clusters Score -1.591606e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -15916730.000000 Penalty: 3804.159668
	Iteration 23Q: 3 clusters Score -1.591673e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -15917427.000000 Penalty: 3804.159668
	Iteration 24Q: 3 clusters Score -1.591743e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -15917909.000000 Penalty: 3804.159668
	Iteration 25Q: 3 clusters Score -1.591791e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -15918474.000000 Penalty: 3804.159668
	Iteration 26Q: 3 clusters Score -1.591847e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -15919220.000000 Penalty: 3804.159668
	Iteration 27Q: 3 clusters Score -1.591922e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -15919959.000000 Penalty: 3804.159668
	Iteration 28Q: 3 clusters Score -1.591996e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -15920773.000000 Penalty: 3804.159668
	Iteration 29Q: 3 clusters Score -1.592077e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -15921615.000000 Penalty: 3804.159668
	Iteration 30Q: 3 clusters Score -1.592162e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -15922614.000000 Penalty: 3804.159668
	Iteration 31Q: 3 clusters Score -1.592261e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -15923653.000000 Penalty: 3804.159668
	Iteration 32Q: 3 clusters Score -1.592365e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -15924569.000000 Penalty: 3804.159668
	Iteration 33Q: 3 clusters Score -1.592457e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -15925229.000000 Penalty: 3804.159668
	Iteration 34Q: 3 clusters Score -1.592523e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -15925643.000000 Penalty: 3804.159668
	Iteration 35Q: 3 clusters Score -1.592564e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -15925767.000000 Penalty: 3804.159668
	Iteration 36Q: 3 clusters Score -1.592577e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -15925895.000000 Penalty: 3804.159668
	Iteration 37Q: 3 clusters Score -1.59259e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -15925985.000000 Penalty: 3804.159668
	Iteration 38Q: 3 clusters Score -1.592598e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -15925981.000000 Penalty: 3804.159668
	Iteration 39Q: 3 clusters Score -1.592598e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -15926866.000000 Penalty: 3804.159668
	Iteration 40F: 3 clusters Score -1.592687e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -15926926.000000 Penalty: 3804.159668
	Iteration 41Q: 3 clusters Score -1.592693e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -15926928.000000 Penalty: 3804.159668
	Iteration 42Q: 3 clusters Score -1.592693e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -15926793.000000 Penalty: 3804.159668
	Iteration 43Q: 3 clusters Score -1.592679e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -15926689.000000 Penalty: 3804.159668
	Iteration 44Q: 3 clusters Score -1.592669e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -15926537.000000 Penalty: 3804.159668
	Iteration 45Q: 3 clusters Score -1.592654e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -15926470.000000 Penalty: 3804.159668
	Iteration 46Q: 3 clusters Score -1.592647e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -15926394.000000 Penalty: 3804.159668
	Iteration 47Q: 3 clusters Score -1.592639e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -15926343.000000 Penalty: 3804.159668
	Iteration 48Q: 3 clusters Score -1.592634e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -15926316.000000 Penalty: 3804.159668
	Iteration 49Q: 3 clusters Score -1.592632e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -15926231.000000 Penalty: 3804.159668
	Iteration 50Q: 3 clusters Score -1.592623e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -15926173.000000 Penalty: 3804.159668
	Iteration 51Q: 3 clusters Score -1.592617e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -15926079.000000 Penalty: 3804.159668
	Iteration 52Q: 3 clusters Score -1.592608e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -15925976.000000 Penalty: 3804.159668
	Iteration 53Q: 3 clusters Score -1.592598e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -15925961.000000 Penalty: 3804.159668
	Iteration 54Q: 3 clusters Score -1.592596e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -15925921.000000 Penalty: 3804.159668
	Iteration 55Q: 3 clusters Score -1.592592e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -15925957.000000 Penalty: 3804.159668
	Iteration 56Q: 3 clusters Score -1.592596e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -15925932.000000 Penalty: 3804.159668
	Iteration 57Q: 3 clusters Score -1.592593e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -15925859.000000 Penalty: 3804.159668
	Iteration 58Q: 3 clusters Score -1.592586e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -15925784.000000 Penalty: 3804.159668
	Iteration 59Q: 3 clusters Score -1.592578e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -15925679.000000 Penalty: 3804.159668
	Iteration 60F: 3 clusters Score -1.592568e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -15925667.000000 Penalty: 3804.159668
	Iteration 61Q: 3 clusters Score -1.592567e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -15925602.000000 Penalty: 3804.159668
	Iteration 62Q: 3 clusters Score -1.59256e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -15925579.000000 Penalty: 3804.159668
	Iteration 63Q: 3 clusters Score -1.592558e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -15925555.000000 Penalty: 3804.159668
	Iteration 64Q: 3 clusters Score -1.592556e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -15925492.000000 Penalty: 3804.159668
	Iteration 65Q: 3 clusters Score -1.592549e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -15925447.000000 Penalty: 3804.159668
	Iteration 66Q: 3 clusters Score -1.592545e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -15925394.000000 Penalty: 3804.159668
	Iteration 67Q: 3 clusters Score -1.592539e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -15925362.000000 Penalty: 3804.159668
	Iteration 68Q: 3 clusters Score -1.592536e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -15925345.000000 Penalty: 3804.159668
	Iteration 69Q: 3 clusters Score -1.592534e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -15925310.000000 Penalty: 3804.159668
	Iteration 70Q: 3 clusters Score -1.592531e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -15925270.000000 Penalty: 3804.159668
	Iteration 71Q: 3 clusters Score -1.592527e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -15925255.000000 Penalty: 3804.159668
	Iteration 72Q: 3 clusters Score -1.592526e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -15925233.000000 Penalty: 3804.159668
	Iteration 73Q: 3 clusters Score -1.592523e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -15925233.000000 Penalty: 3804.159668
	Iteration 74Q: 3 clusters Score -1.592523e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -15925228.000000 Penalty: 3804.159668
	Iteration 75Q: 3 clusters Score -1.592523e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -15925211.000000 Penalty: 3804.159668
	Iteration 76Q: 3 clusters Score -1.592521e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -15925216.000000 Penalty: 3804.159668
	Iteration 77Q: 3 clusters Score -1.592522e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -15925200.000000 Penalty: 3804.159668
	Iteration 78Q: 3 clusters Score -1.59252e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -15925201.000000 Penalty: 3804.159668
	Iteration 79Q: 3 clusters Score -1.59252e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -15925196.000000 Penalty: 3804.159668
	Iteration 80F: 3 clusters Score -1.59252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -15925195.000000 Penalty: 3804.159668
	Iteration 81Q: 3 clusters Score -1.59252e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -15925184.000000 Penalty: 3804.159668
	Iteration 82Q: 3 clusters Score -1.592518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -15925165.000000 Penalty: 3804.159668
	Iteration 83Q: 3 clusters Score -1.592516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -15925162.000000 Penalty: 3804.159668
	Iteration 84Q: 3 clusters Score -1.592516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -15925178.000000 Penalty: 3804.159668
	Iteration 85Q: 3 clusters Score -1.592518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -15925176.000000 Penalty: 3804.159668
	Iteration 86Q: 3 clusters Score -1.592518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -15925190.000000 Penalty: 3804.159668
	Iteration 87Q: 3 clusters Score -1.592519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -15925185.000000 Penalty: 3804.159668
	Iteration 88Q: 3 clusters Score -1.592518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -15925183.000000 Penalty: 3804.159668
	Iteration 89Q: 3 clusters Score -1.592518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -15925186.000000 Penalty: 3804.159668
	Iteration 90Q: 3 clusters Score -1.592519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -15925174.000000 Penalty: 3804.159668
	Iteration 91Q: 3 clusters Score -1.592517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -15925188.000000 Penalty: 3804.159668
	Iteration 92Q: 3 clusters Score -1.592519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -15925186.000000 Penalty: 3804.159668
	Iteration 93Q: 3 clusters Score -1.592519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -15925183.000000 Penalty: 3804.159668
	Iteration 94Q: 3 clusters Score -1.592518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -15925168.000000 Penalty: 3804.159668
	Iteration 95Q: 3 clusters Score -1.592517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -15925178.000000 Penalty: 3804.159668
	Iteration 96Q: 3 clusters Score -1.592518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -15925171.000000 Penalty: 3804.159668
	Iteration 97Q: 3 clusters Score -1.592517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -15925179.000000 Penalty: 3804.159668
	Iteration 98Q: 3 clusters Score -1.592518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -15925168.000000 Penalty: 3804.159668
	Iteration 99Q: 3 clusters Score -1.592517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -15925176.000000 Penalty: 3804.159668
	Iteration 100F: 3 clusters Score -1.592518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -15925180.000000 Penalty: 3804.159668
	Iteration 101Q: 3 clusters Score -1.592518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -15925176.000000 Penalty: 3804.159668
	Iteration 102Q: 3 clusters Score -1.592518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -15925179.000000 Penalty: 3804.159668
	Iteration 103Q: 3 clusters Score -1.592518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -15925182.000000 Penalty: 3804.159668
	Iteration 104Q: 3 clusters Score -1.592518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -15925191.000000 Penalty: 3804.159668
	Iteration 105Q: 3 clusters Score -1.592519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -15925173.000000 Penalty: 3804.159668
	Iteration 106Q: 3 clusters Score -1.592517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -15925175.000000 Penalty: 3804.159668
	Iteration 107Q: 3 clusters Score -1.592518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -15925177.000000 Penalty: 3804.159668
	Iteration 108Q: 3 clusters Score -1.592518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -15925186.000000 Penalty: 3804.159668
	Iteration 109Q: 3 clusters Score -1.592519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -15925195.000000 Penalty: 3804.159668
	Iteration 110Q: 3 clusters Score -1.59252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -15925210.000000 Penalty: 3804.159668
	Iteration 111Q: 3 clusters Score -1.592521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -15925204.000000 Penalty: 3804.159668
	Iteration 112Q: 3 clusters Score -1.59252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -15925199.000000 Penalty: 3804.159668
	Iteration 113Q: 3 clusters Score -1.59252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -15925207.000000 Penalty: 3804.159668
	Iteration 114Q: 3 clusters Score -1.592521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -15925220.000000 Penalty: 3804.159668
	Iteration 115Q: 3 clusters Score -1.592522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -15925227.000000 Penalty: 3804.159668
	Iteration 116Q: 3 clusters Score -1.592523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -15925224.000000 Penalty: 3804.159668
	Iteration 117Q: 3 clusters Score -1.592522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -15925234.000000 Penalty: 3804.159668
	Iteration 118Q: 3 clusters Score -1.592523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -15925226.000000 Penalty: 3804.159668
	Iteration 119Q: 3 clusters Score -1.592523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -15925231.000000 Penalty: 3804.159668
	Iteration 120F: 3 clusters Score -1.592523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -15925219.000000 Penalty: 3804.159668
	Iteration 121Q: 3 clusters Score -1.592522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -15925222.000000 Penalty: 3804.159668
	Iteration 122Q: 3 clusters Score -1.592522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -15925219.000000 Penalty: 3804.159668
	Iteration 123Q: 3 clusters Score -1.592522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -15925218.000000 Penalty: 3804.159668
	Iteration 124Q: 3 clusters Score -1.592522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -15925226.000000 Penalty: 3804.159668
	Iteration 125Q: 3 clusters Score -1.592523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -15925226.000000 Penalty: 3804.159668
	Iteration 126F: 3 clusters Score -1.592523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 57853 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 114003 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 63336 members 
Entering Unmasked Estep 
Score: -127625320.000000 Penalty: 53882.710938
Splitting cluster 10 changes total score from -127592992.000000 to -127625320.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (120781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Entering Unmasked Estep 
Score: -15742589.000000 Penalty: 1901.531860
	Iteration 0F: 2 clusters Score -1.574259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -15674261.000000 Penalty: 3803.063721
	Iteration 0F: 3 clusters Score -1.567426e+07 nChanged 57945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -15708879.000000 Penalty: 3803.063721
	Iteration 1F: 3 clusters Score -1.570888e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -15711198.000000 Penalty: 3803.063721
	Iteration 2F: 3 clusters Score -1.57112e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -15715079.000000 Penalty: 3803.063721
	Iteration 3F: 3 clusters Score -1.571508e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -15720693.000000 Penalty: 3803.063721
	Iteration 4F: 3 clusters Score -1.572069e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -15726512.000000 Penalty: 3803.063721
	Iteration 5F: 3 clusters Score -1.572651e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -15731863.000000 Penalty: 3803.063721
	Iteration 6F: 3 clusters Score -1.573186e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -15736083.000000 Penalty: 3803.063721
	Iteration 7F: 3 clusters Score -1.573608e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -15738522.000000 Penalty: 3803.063721
	Iteration 8Q: 3 clusters Score -1.573852e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -15739492.000000 Penalty: 3803.063721
	Iteration 9Q: 3 clusters Score -1.573949e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -15740048.000000 Penalty: 3803.063721
	Iteration 10Q: 3 clusters Score -1.574005e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -15740265.000000 Penalty: 3803.063721
	Iteration 11Q: 3 clusters Score -1.574026e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -15740369.000000 Penalty: 3803.063721
	Iteration 12Q: 3 clusters Score -1.574037e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -15740550.000000 Penalty: 3803.063721
	Iteration 13Q: 3 clusters Score -1.574055e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -15740727.000000 Penalty: 3803.063721
	Iteration 14Q: 3 clusters Score -1.574073e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -15740899.000000 Penalty: 3803.063721
	Iteration 15Q: 3 clusters Score -1.57409e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -15740999.000000 Penalty: 3803.063721
	Iteration 16Q: 3 clusters Score -1.5741e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -15741055.000000 Penalty: 3803.063721
	Iteration 17Q: 3 clusters Score -1.574106e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -15741084.000000 Penalty: 3803.063721
	Iteration 18Q: 3 clusters Score -1.574108e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -15741123.000000 Penalty: 3803.063721
	Iteration 19Q: 3 clusters Score -1.574112e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -15741221.000000 Penalty: 3803.063721
	Iteration 20F: 3 clusters Score -1.574122e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -15741278.000000 Penalty: 3803.063721
	Iteration 21Q: 3 clusters Score -1.574128e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -15741307.000000 Penalty: 3803.063721
	Iteration 22Q: 3 clusters Score -1.574131e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -15741285.000000 Penalty: 3803.063721
	Iteration 23Q: 3 clusters Score -1.574128e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -15741326.000000 Penalty: 3803.063721
	Iteration 24Q: 3 clusters Score -1.574133e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -15741350.000000 Penalty: 3803.063721
	Iteration 25Q: 3 clusters Score -1.574135e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -15741389.000000 Penalty: 3803.063721
	Iteration 26Q: 3 clusters Score -1.574139e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -15741389.000000 Penalty: 3803.063721
	Iteration 27Q: 3 clusters Score -1.574139e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -15741345.000000 Penalty: 3803.063721
	Iteration 28Q: 3 clusters Score -1.574134e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -15741398.000000 Penalty: 3803.063721
	Iteration 29Q: 3 clusters Score -1.57414e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -15741418.000000 Penalty: 3803.063721
	Iteration 30Q: 3 clusters Score -1.574142e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -15741425.000000 Penalty: 3803.063721
	Iteration 31Q: 3 clusters Score -1.574142e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -15741465.000000 Penalty: 3803.063721
	Iteration 32Q: 3 clusters Score -1.574146e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -15741445.000000 Penalty: 3803.063721
	Iteration 33Q: 3 clusters Score -1.574144e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -15741413.000000 Penalty: 3803.063721
	Iteration 34Q: 3 clusters Score -1.574141e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -15741426.000000 Penalty: 3803.063721
	Iteration 35Q: 3 clusters Score -1.574143e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -15741433.000000 Penalty: 3803.063721
	Iteration 36Q: 3 clusters Score -1.574143e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -15741458.000000 Penalty: 3803.063721
	Iteration 37Q: 3 clusters Score -1.574146e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -15741425.000000 Penalty: 3803.063721
	Iteration 38Q: 3 clusters Score -1.574142e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -15741416.000000 Penalty: 3803.063721
	Iteration 39Q: 3 clusters Score -1.574142e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -15741434.000000 Penalty: 3803.063721
	Iteration 40F: 3 clusters Score -1.574143e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -15741418.000000 Penalty: 3803.063721
	Iteration 41Q: 3 clusters Score -1.574142e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -15741430.000000 Penalty: 3803.063721
	Iteration 42Q: 3 clusters Score -1.574143e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -15741448.000000 Penalty: 3803.063721
	Iteration 43Q: 3 clusters Score -1.574145e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -15741446.000000 Penalty: 3803.063721
	Iteration 44Q: 3 clusters Score -1.574145e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -15741486.000000 Penalty: 3803.063721
	Iteration 45Q: 3 clusters Score -1.574149e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -15741491.000000 Penalty: 3803.063721
	Iteration 46Q: 3 clusters Score -1.574149e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -15741481.000000 Penalty: 3803.063721
	Iteration 47Q: 3 clusters Score -1.574148e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -15741482.000000 Penalty: 3803.063721
	Iteration 48Q: 3 clusters Score -1.574148e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -15741485.000000 Penalty: 3803.063721
	Iteration 49Q: 3 clusters Score -1.574148e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -15741459.000000 Penalty: 3803.063721
	Iteration 50Q: 3 clusters Score -1.574146e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -15741471.000000 Penalty: 3803.063721
	Iteration 51Q: 3 clusters Score -1.574147e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -15741450.000000 Penalty: 3803.063721
	Iteration 52Q: 3 clusters Score -1.574145e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -15741409.000000 Penalty: 3803.063721
	Iteration 53Q: 3 clusters Score -1.574141e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -15741421.000000 Penalty: 3803.063721
	Iteration 54Q: 3 clusters Score -1.574142e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -15741403.000000 Penalty: 3803.063721
	Iteration 55Q: 3 clusters Score -1.57414e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -15741425.000000 Penalty: 3803.063721
	Iteration 56Q: 3 clusters Score -1.574142e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -15741425.000000 Penalty: 3803.063721
	Iteration 57Q: 3 clusters Score -1.574142e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -15741440.000000 Penalty: 3803.063721
	Iteration 58Q: 3 clusters Score -1.574144e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -15741484.000000 Penalty: 3803.063721
	Iteration 59Q: 3 clusters Score -1.574148e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -15741505.000000 Penalty: 3803.063721
	Iteration 60F: 3 clusters Score -1.57415e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -15741526.000000 Penalty: 3803.063721
	Iteration 61Q: 3 clusters Score -1.574153e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -15741520.000000 Penalty: 3803.063721
	Iteration 62Q: 3 clusters Score -1.574152e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -15741463.000000 Penalty: 3803.063721
	Iteration 63Q: 3 clusters Score -1.574146e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -15741479.000000 Penalty: 3803.063721
	Iteration 64Q: 3 clusters Score -1.574148e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -15741493.000000 Penalty: 3803.063721
	Iteration 65Q: 3 clusters Score -1.574149e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -15741495.000000 Penalty: 3803.063721
	Iteration 66Q: 3 clusters Score -1.57415e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -15741481.000000 Penalty: 3803.063721
	Iteration 67Q: 3 clusters Score -1.574148e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -15741492.000000 Penalty: 3803.063721
	Iteration 68Q: 3 clusters Score -1.574149e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -15741511.000000 Penalty: 3803.063721
	Iteration 69Q: 3 clusters Score -1.574151e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -15741509.000000 Penalty: 3803.063721
	Iteration 70Q: 3 clusters Score -1.574151e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -15741479.000000 Penalty: 3803.063721
	Iteration 71Q: 3 clusters Score -1.574148e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -15741476.000000 Penalty: 3803.063721
	Iteration 72Q: 3 clusters Score -1.574148e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -15741491.000000 Penalty: 3803.063721
	Iteration 73Q: 3 clusters Score -1.574149e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -15741516.000000 Penalty: 3803.063721
	Iteration 74Q: 3 clusters Score -1.574152e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -15741527.000000 Penalty: 3803.063721
	Iteration 75Q: 3 clusters Score -1.574153e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -15741523.000000 Penalty: 3803.063721
	Iteration 76Q: 3 clusters Score -1.574152e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -15741507.000000 Penalty: 3803.063721
	Iteration 77Q: 3 clusters Score -1.574151e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -15741495.000000 Penalty: 3803.063721
	Iteration 78Q: 3 clusters Score -1.57415e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -15741524.000000 Penalty: 3803.063721
	Iteration 79Q: 3 clusters Score -1.574152e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -15741526.000000 Penalty: 3803.063721
	Iteration 80F: 3 clusters Score -1.574153e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -15741481.000000 Penalty: 3803.063721
	Iteration 81Q: 3 clusters Score -1.574148e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -15741495.000000 Penalty: 3803.063721
	Iteration 82Q: 3 clusters Score -1.57415e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -15741537.000000 Penalty: 3803.063721
	Iteration 83Q: 3 clusters Score -1.574154e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -15741551.000000 Penalty: 3803.063721
	Iteration 84Q: 3 clusters Score -1.574155e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -15741572.000000 Penalty: 3803.063721
	Iteration 85Q: 3 clusters Score -1.574157e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -15741591.000000 Penalty: 3803.063721
	Iteration 86Q: 3 clusters Score -1.574159e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -15741598.000000 Penalty: 3803.063721
	Iteration 87Q: 3 clusters Score -1.57416e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -15741639.000000 Penalty: 3803.063721
	Iteration 88Q: 3 clusters Score -1.574164e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -15741640.000000 Penalty: 3803.063721
	Iteration 89Q: 3 clusters Score -1.574164e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -15741620.000000 Penalty: 3803.063721
	Iteration 90Q: 3 clusters Score -1.574162e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -15741609.000000 Penalty: 3803.063721
	Iteration 91Q: 3 clusters Score -1.574161e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -15741650.000000 Penalty: 3803.063721
	Iteration 92Q: 3 clusters Score -1.574165e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -15741655.000000 Penalty: 3803.063721
	Iteration 93Q: 3 clusters Score -1.574166e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -15741689.000000 Penalty: 3803.063721
	Iteration 94Q: 3 clusters Score -1.574169e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -15741698.000000 Penalty: 3803.063721
	Iteration 95Q: 3 clusters Score -1.57417e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -15741727.000000 Penalty: 3803.063721
	Iteration 96Q: 3 clusters Score -1.574173e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -15741727.000000 Penalty: 3803.063721
	Iteration 97Q: 3 clusters Score -1.574173e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -15741719.000000 Penalty: 3803.063721
	Iteration 98Q: 3 clusters Score -1.574172e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -15741677.000000 Penalty: 3803.063721
	Iteration 99Q: 3 clusters Score -1.574168e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -15741711.000000 Penalty: 3803.063721
	Iteration 100F: 3 clusters Score -1.574171e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -15741735.000000 Penalty: 3803.063721
	Iteration 101Q: 3 clusters Score -1.574174e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -15741733.000000 Penalty: 3803.063721
	Iteration 102Q: 3 clusters Score -1.574173e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -15741758.000000 Penalty: 3803.063721
	Iteration 103Q: 3 clusters Score -1.574176e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -15741770.000000 Penalty: 3803.063721
	Iteration 104Q: 3 clusters Score -1.574177e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -15741758.000000 Penalty: 3803.063721
	Iteration 105Q: 3 clusters Score -1.574176e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -15741766.000000 Penalty: 3803.063721
	Iteration 106Q: 3 clusters Score -1.574177e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -15741770.000000 Penalty: 3803.063721
	Iteration 107Q: 3 clusters Score -1.574177e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -15741782.000000 Penalty: 3803.063721
	Iteration 108Q: 3 clusters Score -1.574178e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -15741787.000000 Penalty: 3803.063721
	Iteration 109Q: 3 clusters Score -1.574179e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -15741806.000000 Penalty: 3803.063721
	Iteration 110Q: 3 clusters Score -1.574181e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -15741862.000000 Penalty: 3803.063721
	Iteration 111Q: 3 clusters Score -1.574186e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -15741853.000000 Penalty: 3803.063721
	Iteration 112Q: 3 clusters Score -1.574185e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -15741866.000000 Penalty: 3803.063721
	Iteration 113Q: 3 clusters Score -1.574187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -15741869.000000 Penalty: 3803.063721
	Iteration 114Q: 3 clusters Score -1.574187e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -15741877.000000 Penalty: 3803.063721
	Iteration 115Q: 3 clusters Score -1.574188e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -15741886.000000 Penalty: 3803.063721
	Iteration 116Q: 3 clusters Score -1.574189e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -15741912.000000 Penalty: 3803.063721
	Iteration 117Q: 3 clusters Score -1.574191e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -15741939.000000 Penalty: 3803.063721
	Iteration 118Q: 3 clusters Score -1.574194e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -15741944.000000 Penalty: 3803.063721
	Iteration 119Q: 3 clusters Score -1.574194e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -15741938.000000 Penalty: 3803.063721
	Iteration 120F: 3 clusters Score -1.574194e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -15741945.000000 Penalty: 3803.063721
	Iteration 121Q: 3 clusters Score -1.574194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -15741941.000000 Penalty: 3803.063721
	Iteration 122Q: 3 clusters Score -1.574194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -15741919.000000 Penalty: 3803.063721
	Iteration 123Q: 3 clusters Score -1.574192e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -15741912.000000 Penalty: 3803.063721
	Iteration 124Q: 3 clusters Score -1.574191e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -15741922.000000 Penalty: 3803.063721
	Iteration 125Q: 3 clusters Score -1.574192e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -15741919.000000 Penalty: 3803.063721
	Iteration 126Q: 3 clusters Score -1.574192e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -15741918.000000 Penalty: 3803.063721
	Iteration 127Q: 3 clusters Score -1.574192e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -15741924.000000 Penalty: 3803.063721
	Iteration 128Q: 3 clusters Score -1.574192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -15741915.000000 Penalty: 3803.063721
	Iteration 129Q: 3 clusters Score -1.574192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -15741923.000000 Penalty: 3803.063721
	Iteration 130Q: 3 clusters Score -1.574192e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -15741901.000000 Penalty: 3803.063721
	Iteration 131Q: 3 clusters Score -1.57419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -15741919.000000 Penalty: 3803.063721
	Iteration 132Q: 3 clusters Score -1.574192e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -15741958.000000 Penalty: 3803.063721
	Iteration 133Q: 3 clusters Score -1.574196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -15741964.000000 Penalty: 3803.063721
	Iteration 134Q: 3 clusters Score -1.574196e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -15741951.000000 Penalty: 3803.063721
	Iteration 135Q: 3 clusters Score -1.574195e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -15741959.000000 Penalty: 3803.063721
	Iteration 136Q: 3 clusters Score -1.574196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -15741955.000000 Penalty: 3803.063721
	Iteration 137Q: 3 clusters Score -1.574196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -15741971.000000 Penalty: 3803.063721
	Iteration 138Q: 3 clusters Score -1.574197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -15741956.000000 Penalty: 3803.063721
	Iteration 139Q: 3 clusters Score -1.574196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -15741958.000000 Penalty: 3803.063721
	Iteration 140F: 3 clusters Score -1.574196e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -15741940.000000 Penalty: 3803.063721
	Iteration 141Q: 3 clusters Score -1.574194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -15741932.000000 Penalty: 3803.063721
	Iteration 142Q: 3 clusters Score -1.574193e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -15741936.000000 Penalty: 3803.063721
	Iteration 143Q: 3 clusters Score -1.574194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -15741963.000000 Penalty: 3803.063721
	Iteration 144Q: 3 clusters Score -1.574196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -15741949.000000 Penalty: 3803.063721
	Iteration 145Q: 3 clusters Score -1.574195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -15741947.000000 Penalty: 3803.063721
	Iteration 146Q: 3 clusters Score -1.574195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -15741950.000000 Penalty: 3803.063721
	Iteration 147Q: 3 clusters Score -1.574195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -15741950.000000 Penalty: 3803.063721
	Iteration 148Q: 3 clusters Score -1.574195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -15741940.000000 Penalty: 3803.063721
	Iteration 149Q: 3 clusters Score -1.574194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -15741947.000000 Penalty: 3803.063721
	Iteration 150Q: 3 clusters Score -1.574195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -15741950.000000 Penalty: 3803.063721
	Iteration 151Q: 3 clusters Score -1.574195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -15741955.000000 Penalty: 3803.063721
	Iteration 152Q: 3 clusters Score -1.574196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -15741958.000000 Penalty: 3803.063721
	Iteration 153Q: 3 clusters Score -1.574196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -15741952.000000 Penalty: 3803.063721
	Iteration 154Q: 3 clusters Score -1.574195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -15741947.000000 Penalty: 3803.063721
	Iteration 155Q: 3 clusters Score -1.574195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -15741964.000000 Penalty: 3803.063721
	Iteration 156Q: 3 clusters Score -1.574196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -15741960.000000 Penalty: 3803.063721
	Iteration 157Q: 3 clusters Score -1.574196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -15741968.000000 Penalty: 3803.063721
	Iteration 158Q: 3 clusters Score -1.574197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -15741969.000000 Penalty: 3803.063721
	Iteration 159Q: 3 clusters Score -1.574197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -15741960.000000 Penalty: 3803.063721
	Iteration 160F: 3 clusters Score -1.574196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -15741970.000000 Penalty: 3803.063721
	Iteration 161Q: 3 clusters Score -1.574197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -15741969.000000 Penalty: 3803.063721
	Iteration 162Q: 3 clusters Score -1.574197e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -15741968.000000 Penalty: 3803.063721
	Iteration 163Q: 3 clusters Score -1.574197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -15741980.000000 Penalty: 3803.063721
	Iteration 164Q: 3 clusters Score -1.574198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -15741987.000000 Penalty: 3803.063721
	Iteration 165Q: 3 clusters Score -1.574199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -15742001.000000 Penalty: 3803.063721
	Iteration 166Q: 3 clusters Score -1.5742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -15741984.000000 Penalty: 3803.063721
	Iteration 167Q: 3 clusters Score -1.574198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -15742003.000000 Penalty: 3803.063721
	Iteration 168Q: 3 clusters Score -1.5742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -15741997.000000 Penalty: 3803.063721
	Iteration 169Q: 3 clusters Score -1.5742e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -15742001.000000 Penalty: 3803.063721
	Iteration 170Q: 3 clusters Score -1.5742e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -15742006.000000 Penalty: 3803.063721
	Iteration 171Q: 3 clusters Score -1.574201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -15742014.000000 Penalty: 3803.063721
	Iteration 172Q: 3 clusters Score -1.574201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -15741998.000000 Penalty: 3803.063721
	Iteration 173Q: 3 clusters Score -1.5742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -15742013.000000 Penalty: 3803.063721
	Iteration 174Q: 3 clusters Score -1.574201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -15741997.000000 Penalty: 3803.063721
	Iteration 175Q: 3 clusters Score -1.5742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -15742006.000000 Penalty: 3803.063721
	Iteration 176Q: 3 clusters Score -1.574201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -15742016.000000 Penalty: 3803.063721
	Iteration 177Q: 3 clusters Score -1.574202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -15742024.000000 Penalty: 3803.063721
	Iteration 178Q: 3 clusters Score -1.574202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -15742020.000000 Penalty: 3803.063721
	Iteration 179Q: 3 clusters Score -1.574202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -15742012.000000 Penalty: 3803.063721
	Iteration 180F: 3 clusters Score -1.574201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -15741996.000000 Penalty: 3803.063721
	Iteration 181Q: 3 clusters Score -1.5742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -15742007.000000 Penalty: 3803.063721
	Iteration 182Q: 3 clusters Score -1.574201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -15742001.000000 Penalty: 3803.063721
	Iteration 183Q: 3 clusters Score -1.5742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -15742001.000000 Penalty: 3803.063721
	Iteration 184Q: 3 clusters Score -1.5742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -15742007.000000 Penalty: 3803.063721
	Iteration 185Q: 3 clusters Score -1.574201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -15742008.000000 Penalty: 3803.063721
	Iteration 186Q: 3 clusters Score -1.574201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -15742009.000000 Penalty: 3803.063721
	Iteration 187Q: 3 clusters Score -1.574201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -15742009.000000 Penalty: 3803.063721
	Iteration 188F: 3 clusters Score -1.574201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Entering Unmasked Estep 
Score: -14990574.000000 Penalty: 1892.146729
	Iteration 0F: 2 clusters Score -1.499057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -14940469.000000 Penalty: 3784.293457
	Iteration 0F: 3 clusters Score -1.494047e+07 nChanged 54646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -14971930.000000 Penalty: 3784.293457
	Iteration 1F: 3 clusters Score -1.497193e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -14972653.000000 Penalty: 3784.293457
	Iteration 2Q: 3 clusters Score -1.497265e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -14973587.000000 Penalty: 3784.293457
	Iteration 3Q: 3 clusters Score -1.497359e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -14975298.000000 Penalty: 3784.293457
	Iteration 4Q: 3 clusters Score -1.49753e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -14978116.000000 Penalty: 3784.293457
	Iteration 5F: 3 clusters Score -1.497812e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -14982911.000000 Penalty: 3784.293457
	Iteration 6F: 3 clusters Score -1.498291e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -14989096.000000 Penalty: 3784.293457
	Iteration 7F: 3 clusters Score -1.49891e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -14994100.000000 Penalty: 3784.293457
	Iteration 8F: 3 clusters Score -1.49941e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -14996672.000000 Penalty: 3784.293457
	Iteration 9F: 3 clusters Score -1.499667e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -14998468.000000 Penalty: 3784.293457
	Iteration 10Q: 3 clusters Score -1.499847e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -14999976.000000 Penalty: 3784.293457
	Iteration 11Q: 3 clusters Score -1.499998e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -15000961.000000 Penalty: 3784.293457
	Iteration 12Q: 3 clusters Score -1.500096e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -15001622.000000 Penalty: 3784.293457
	Iteration 13Q: 3 clusters Score -1.500162e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -15002351.000000 Penalty: 3784.293457
	Iteration 14Q: 3 clusters Score -1.500235e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -15003027.000000 Penalty: 3784.293457
	Iteration 15Q: 3 clusters Score -1.500303e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -15003621.000000 Penalty: 3784.293457
	Iteration 16Q: 3 clusters Score -1.500362e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -15004199.000000 Penalty: 3784.293457
	Iteration 17Q: 3 clusters Score -1.50042e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -15004894.000000 Penalty: 3784.293457
	Iteration 18Q: 3 clusters Score -1.500489e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -15005575.000000 Penalty: 3784.293457
	Iteration 19Q: 3 clusters Score -1.500558e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -15006132.000000 Penalty: 3784.293457
	Iteration 20F: 3 clusters Score -1.500613e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -15006427.000000 Penalty: 3784.293457
	Iteration 21Q: 3 clusters Score -1.500643e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -15006381.000000 Penalty: 3784.293457
	Iteration 22Q: 3 clusters Score -1.500638e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -15006230.000000 Penalty: 3784.293457
	Iteration 23Q: 3 clusters Score -1.500623e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -15006170.000000 Penalty: 3784.293457
	Iteration 24Q: 3 clusters Score -1.500617e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -15006040.000000 Penalty: 3784.293457
	Iteration 25Q: 3 clusters Score -1.500604e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -15005875.000000 Penalty: 3784.293457
	Iteration 26Q: 3 clusters Score -1.500588e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -15005726.000000 Penalty: 3784.293457
	Iteration 27Q: 3 clusters Score -1.500573e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -15005628.000000 Penalty: 3784.293457
	Iteration 28Q: 3 clusters Score -1.500563e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -15005527.000000 Penalty: 3784.293457
	Iteration 29Q: 3 clusters Score -1.500553e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -15005384.000000 Penalty: 3784.293457
	Iteration 30Q: 3 clusters Score -1.500538e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -15005198.000000 Penalty: 3784.293457
	Iteration 31Q: 3 clusters Score -1.50052e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -15005043.000000 Penalty: 3784.293457
	Iteration 32Q: 3 clusters Score -1.500504e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -15004808.000000 Penalty: 3784.293457
	Iteration 33Q: 3 clusters Score -1.500481e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -15004697.000000 Penalty: 3784.293457
	Iteration 34Q: 3 clusters Score -1.50047e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84770 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -15004439.000000 Penalty: 3784.293457
	Iteration 35Q: 3 clusters Score -1.500444e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -15004216.000000 Penalty: 3784.293457
	Iteration 36Q: 3 clusters Score -1.500422e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -15004011.000000 Penalty: 3784.293457
	Iteration 37Q: 3 clusters Score -1.500401e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -15003693.000000 Penalty: 3784.293457
	Iteration 38Q: 3 clusters Score -1.500369e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -15003328.000000 Penalty: 3784.293457
	Iteration 39Q: 3 clusters Score -1.500333e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -15003058.000000 Penalty: 3784.293457
	Iteration 40F: 3 clusters Score -1.500306e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -15002798.000000 Penalty: 3784.293457
	Iteration 41Q: 3 clusters Score -1.50028e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -15002610.000000 Penalty: 3784.293457
	Iteration 42Q: 3 clusters Score -1.500261e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -15002442.000000 Penalty: 3784.293457
	Iteration 43Q: 3 clusters Score -1.500244e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -15002326.000000 Penalty: 3784.293457
	Iteration 44Q: 3 clusters Score -1.500233e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -15002202.000000 Penalty: 3784.293457
	Iteration 45Q: 3 clusters Score -1.50022e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92341 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -15002090.000000 Penalty: 3784.293457
	Iteration 46Q: 3 clusters Score -1.500209e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92529 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -15001957.000000 Penalty: 3784.293457
	Iteration 47Q: 3 clusters Score -1.500196e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -15001858.000000 Penalty: 3784.293457
	Iteration 48Q: 3 clusters Score -1.500186e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -15001793.000000 Penalty: 3784.293457
	Iteration 49Q: 3 clusters Score -1.500179e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -15001721.000000 Penalty: 3784.293457
	Iteration 50Q: 3 clusters Score -1.500172e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -15001660.000000 Penalty: 3784.293457
	Iteration 51Q: 3 clusters Score -1.500166e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -15001631.000000 Penalty: 3784.293457
	Iteration 52Q: 3 clusters Score -1.500163e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -15001625.000000 Penalty: 3784.293457
	Iteration 53Q: 3 clusters Score -1.500162e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -15001613.000000 Penalty: 3784.293457
	Iteration 54Q: 3 clusters Score -1.500161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -15001597.000000 Penalty: 3784.293457
	Iteration 55Q: 3 clusters Score -1.50016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -15001577.000000 Penalty: 3784.293457
	Iteration 56Q: 3 clusters Score -1.500158e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -15001555.000000 Penalty: 3784.293457
	Iteration 57Q: 3 clusters Score -1.500156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -15001558.000000 Penalty: 3784.293457
	Iteration 58Q: 3 clusters Score -1.500156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -15001554.000000 Penalty: 3784.293457
	Iteration 59Q: 3 clusters Score -1.500155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -15001544.000000 Penalty: 3784.293457
	Iteration 60F: 3 clusters Score -1.500154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -15001548.000000 Penalty: 3784.293457
	Iteration 61Q: 3 clusters Score -1.500155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -15001547.000000 Penalty: 3784.293457
	Iteration 62Q: 3 clusters Score -1.500155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -15001547.000000 Penalty: 3784.293457
	Iteration 63Q: 3 clusters Score -1.500155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -15001542.000000 Penalty: 3784.293457
	Iteration 64Q: 3 clusters Score -1.500154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -15001544.000000 Penalty: 3784.293457
	Iteration 65Q: 3 clusters Score -1.500154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -15001540.000000 Penalty: 3784.293457
	Iteration 66Q: 3 clusters Score -1.500154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -15001538.000000 Penalty: 3784.293457
	Iteration 67Q: 3 clusters Score -1.500154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -15001534.000000 Penalty: 3784.293457
	Iteration 68Q: 3 clusters Score -1.500153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -15001532.000000 Penalty: 3784.293457
	Iteration 69Q: 3 clusters Score -1.500153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -15001536.000000 Penalty: 3784.293457
	Iteration 70Q: 3 clusters Score -1.500154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -15001527.000000 Penalty: 3784.293457
	Iteration 71Q: 3 clusters Score -1.500153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -15001528.000000 Penalty: 3784.293457
	Iteration 72Q: 3 clusters Score -1.500153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -15001530.000000 Penalty: 3784.293457
	Iteration 73Q: 3 clusters Score -1.500153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -15001524.000000 Penalty: 3784.293457
	Iteration 74Q: 3 clusters Score -1.500152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -15001531.000000 Penalty: 3784.293457
	Iteration 75Q: 3 clusters Score -1.500153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -15001522.000000 Penalty: 3784.293457
	Iteration 76Q: 3 clusters Score -1.500152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -15001522.000000 Penalty: 3784.293457
	Iteration 77Q: 3 clusters Score -1.500152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -15001526.000000 Penalty: 3784.293457
	Iteration 78Q: 3 clusters Score -1.500153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -15001522.000000 Penalty: 3784.293457
	Iteration 79Q: 3 clusters Score -1.500152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -15001522.000000 Penalty: 3784.293457
	Iteration 80F: 3 clusters Score -1.500152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 57853 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 93225 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 63336 members 
Mstep: Class 25 contains 20778 members 
Entering Unmasked Estep 
Score: -127636088.000000 Penalty: 56127.824219
Splitting cluster 12 changes total score from -127592992.000000 to -127636088.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (27627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Entering Unmasked Estep 
Score: -3484537.750000 Penalty: 1661.814209
	Iteration 0F: 2 clusters Score -3484538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3465930.000000 Penalty: 3323.628418
	Iteration 0F: 3 clusters Score -3465930 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3473159.250000 Penalty: 3323.628418
	Iteration 1F: 3 clusters Score -3473159 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3473672.750000 Penalty: 3323.628418
	Iteration 2F: 3 clusters Score -3473673 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3474249.250000 Penalty: 3323.628418
	Iteration 3Q: 3 clusters Score -3474249 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3475042.500000 Penalty: 3323.628418
	Iteration 4Q: 3 clusters Score -3475042 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3476129.500000 Penalty: 3323.628418
	Iteration 5F: 3 clusters Score -3476130 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3477467.250000 Penalty: 3323.628418
	Iteration 6F: 3 clusters Score -3477467 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3479076.750000 Penalty: 3323.628418
	Iteration 7F: 3 clusters Score -3479077 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3480850.000000 Penalty: 3323.628418
	Iteration 8F: 3 clusters Score -3480850 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3482371.500000 Penalty: 3323.628418
	Iteration 9F: 3 clusters Score -3482372 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3483336.750000 Penalty: 3323.628418
	Iteration 10F: 3 clusters Score -3483337 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3483911.500000 Penalty: 3323.628418
	Iteration 11Q: 3 clusters Score -3483912 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3484273.500000 Penalty: 3323.628418
	Iteration 12Q: 3 clusters Score -3484274 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3484469.250000 Penalty: 3323.628418
	Iteration 13Q: 3 clusters Score -3484469 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3484555.750000 Penalty: 3323.628418
	Iteration 14Q: 3 clusters Score -3484556 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3484611.250000 Penalty: 3323.628418
	Iteration 15Q: 3 clusters Score -3484611 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3484670.000000 Penalty: 3323.628418
	Iteration 16Q: 3 clusters Score -3484670 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3484696.250000 Penalty: 3323.628418
	Iteration 17Q: 3 clusters Score -3484696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3484709.250000 Penalty: 3323.628418
	Iteration 18Q: 3 clusters Score -3484709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3484731.500000 Penalty: 3323.628418
	Iteration 19Q: 3 clusters Score -3484732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3484745.250000 Penalty: 3323.628418
	Iteration 20F: 3 clusters Score -3484745 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3484754.500000 Penalty: 3323.628418
	Iteration 21Q: 3 clusters Score -3484754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3484775.500000 Penalty: 3323.628418
	Iteration 22Q: 3 clusters Score -3484776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3484779.750000 Penalty: 3323.628418
	Iteration 23Q: 3 clusters Score -3484780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3484773.250000 Penalty: 3323.628418
	Iteration 24Q: 3 clusters Score -3484773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3484776.750000 Penalty: 3323.628418
	Iteration 25Q: 3 clusters Score -3484777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3484797.000000 Penalty: 3323.628418
	Iteration 26Q: 3 clusters Score -3484797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3484800.000000 Penalty: 3323.628418
	Iteration 27Q: 3 clusters Score -3484800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3484805.750000 Penalty: 3323.628418
	Iteration 28Q: 3 clusters Score -3484806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3484814.250000 Penalty: 3323.628418
	Iteration 29Q: 3 clusters Score -3484814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3484813.000000 Penalty: 3323.628418
	Iteration 30Q: 3 clusters Score -3484813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3484816.750000 Penalty: 3323.628418
	Iteration 31Q: 3 clusters Score -3484817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3484824.250000 Penalty: 3323.628418
	Iteration 32Q: 3 clusters Score -3484824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3484826.250000 Penalty: 3323.628418
	Iteration 33Q: 3 clusters Score -3484826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3484829.500000 Penalty: 3323.628418
	Iteration 34Q: 3 clusters Score -3484830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3484832.000000 Penalty: 3323.628418
	Iteration 35Q: 3 clusters Score -3484832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3484838.750000 Penalty: 3323.628418
	Iteration 36Q: 3 clusters Score -3484839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3484834.500000 Penalty: 3323.628418
	Iteration 37Q: 3 clusters Score -3484834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3484830.500000 Penalty: 3323.628418
	Iteration 38Q: 3 clusters Score -3484830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3484830.750000 Penalty: 3323.628418
	Iteration 39Q: 3 clusters Score -3484831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3484837.250000 Penalty: 3323.628418
	Iteration 40F: 3 clusters Score -3484837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3484836.000000 Penalty: 3323.628418
	Iteration 41Q: 3 clusters Score -3484836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3484846.750000 Penalty: 3323.628418
	Iteration 42Q: 3 clusters Score -3484847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3484851.750000 Penalty: 3323.628418
	Iteration 43Q: 3 clusters Score -3484852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3484854.000000 Penalty: 3323.628418
	Iteration 44Q: 3 clusters Score -3484854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3484855.000000 Penalty: 3323.628418
	Iteration 45Q: 3 clusters Score -3484855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3484855.250000 Penalty: 3323.628418
	Iteration 46Q: 3 clusters Score -3484855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3484853.500000 Penalty: 3323.628418
	Iteration 47Q: 3 clusters Score -3484854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3484854.000000 Penalty: 3323.628418
	Iteration 48Q: 3 clusters Score -3484854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3484854.250000 Penalty: 3323.628418
	Iteration 49Q: 3 clusters Score -3484854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3484852.000000 Penalty: 3323.628418
	Iteration 50Q: 3 clusters Score -3484852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3484856.500000 Penalty: 3323.628418
	Iteration 51Q: 3 clusters Score -3484856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3484855.750000 Penalty: 3323.628418
	Iteration 52Q: 3 clusters Score -3484856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3484859.000000 Penalty: 3323.628418
	Iteration 53Q: 3 clusters Score -3484859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3484863.000000 Penalty: 3323.628418
	Iteration 54Q: 3 clusters Score -3484863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3484862.500000 Penalty: 3323.628418
	Iteration 55Q: 3 clusters Score -3484862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3484861.250000 Penalty: 3323.628418
	Iteration 56Q: 3 clusters Score -3484861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3484858.250000 Penalty: 3323.628418
	Iteration 57Q: 3 clusters Score -3484858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3484863.000000 Penalty: 3323.628418
	Iteration 58Q: 3 clusters Score -3484863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3484865.000000 Penalty: 3323.628418
	Iteration 59Q: 3 clusters Score -3484865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3484865.500000 Penalty: 3323.628418
	Iteration 60F: 3 clusters Score -3484866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3484869.250000 Penalty: 3323.628418
	Iteration 61Q: 3 clusters Score -3484869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3484872.750000 Penalty: 3323.628418
	Iteration 62Q: 3 clusters Score -3484873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3484872.500000 Penalty: 3323.628418
	Iteration 63Q: 3 clusters Score -3484872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3484873.250000 Penalty: 3323.628418
	Iteration 64Q: 3 clusters Score -3484873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3484874.000000 Penalty: 3323.628418
	Iteration 65Q: 3 clusters Score -3484874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3484872.750000 Penalty: 3323.628418
	Iteration 66Q: 3 clusters Score -3484873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3484872.500000 Penalty: 3323.628418
	Iteration 67Q: 3 clusters Score -3484872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3484873.000000 Penalty: 3323.628418
	Iteration 68Q: 3 clusters Score -3484873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3484879.500000 Penalty: 3323.628418
	Iteration 69Q: 3 clusters Score -3484880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3484875.500000 Penalty: 3323.628418
	Iteration 70Q: 3 clusters Score -3484876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3484876.250000 Penalty: 3323.628418
	Iteration 71Q: 3 clusters Score -3484876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3484877.750000 Penalty: 3323.628418
	Iteration 72Q: 3 clusters Score -3484878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3484878.500000 Penalty: 3323.628418
	Iteration 73Q: 3 clusters Score -3484878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3484877.750000 Penalty: 3323.628418
	Iteration 74Q: 3 clusters Score -3484878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3484873.000000 Penalty: 3323.628418
	Iteration 75Q: 3 clusters Score -3484873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3484871.500000 Penalty: 3323.628418
	Iteration 76Q: 3 clusters Score -3484872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3484871.000000 Penalty: 3323.628418
	Iteration 77Q: 3 clusters Score -3484871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3484868.750000 Penalty: 3323.628418
	Iteration 78Q: 3 clusters Score -3484869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3484870.500000 Penalty: 3323.628418
	Iteration 79Q: 3 clusters Score -3484870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3484871.250000 Penalty: 3323.628418
	Iteration 80F: 3 clusters Score -3484871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3484874.250000 Penalty: 3323.628418
	Iteration 81Q: 3 clusters Score -3484874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3484873.750000 Penalty: 3323.628418
	Iteration 82Q: 3 clusters Score -3484874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3484872.000000 Penalty: 3323.628418
	Iteration 83Q: 3 clusters Score -3484872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3484872.000000 Penalty: 3323.628418
	Iteration 84F: 3 clusters Score -3484872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 57853 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 93225 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 63336 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 18390 members 
Entering Unmasked Estep 
Score: -127635336.000000 Penalty: 58372.937500
Splitting cluster 13 changes total score from -127592992.000000 to -127635336.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (69951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Entering Unmasked Estep 
Score: -9211697.000000 Penalty: 1812.776855
	Iteration 0F: 2 clusters Score -9211697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -9168405.000000 Penalty: 3625.553711
	Iteration 0F: 3 clusters Score -9168405 nChanged 33168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -9187346.000000 Penalty: 3625.553711
	Iteration 1F: 3 clusters Score -9187346 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -9187976.000000 Penalty: 3625.553711
	Iteration 2Q: 3 clusters Score -9187976 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -9188657.000000 Penalty: 3625.553711
	Iteration 3Q: 3 clusters Score -9188657 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9189446.000000 Penalty: 3625.553711
	Iteration 4Q: 3 clusters Score -9189446 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -9190507.000000 Penalty: 3625.553711
	Iteration 5Q: 3 clusters Score -9190507 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -9192289.000000 Penalty: 3625.553711
	Iteration 6Q: 3 clusters Score -9192289 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -9195077.000000 Penalty: 3625.553711
	Iteration 7F: 3 clusters Score -9195077 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -9198971.000000 Penalty: 3625.553711
	Iteration 8F: 3 clusters Score -9198971 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -9203586.000000 Penalty: 3625.553711
	Iteration 9F: 3 clusters Score -9203586 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -9207125.000000 Penalty: 3625.553711
	Iteration 10F: 3 clusters Score -9207125 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9208837.000000 Penalty: 3625.553711
	Iteration 11Q: 3 clusters Score -9208837 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9209600.000000 Penalty: 3625.553711
	Iteration 12Q: 3 clusters Score -9209600 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9209918.000000 Penalty: 3625.553711
	Iteration 13Q: 3 clusters Score -9209918 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9210077.000000 Penalty: 3625.553711
	Iteration 14Q: 3 clusters Score -9210077 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9210144.000000 Penalty: 3625.553711
	Iteration 15Q: 3 clusters Score -9210144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9210202.000000 Penalty: 3625.553711
	Iteration 16Q: 3 clusters Score -9210202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9210225.000000 Penalty: 3625.553711
	Iteration 17Q: 3 clusters Score -9210225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9210250.000000 Penalty: 3625.553711
	Iteration 18Q: 3 clusters Score -9210250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9210254.000000 Penalty: 3625.553711
	Iteration 19Q: 3 clusters Score -9210254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9210259.000000 Penalty: 3625.553711
	Iteration 20F: 3 clusters Score -9210259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9210281.000000 Penalty: 3625.553711
	Iteration 21Q: 3 clusters Score -9210281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9210279.000000 Penalty: 3625.553711
	Iteration 22Q: 3 clusters Score -9210279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9210283.000000 Penalty: 3625.553711
	Iteration 23Q: 3 clusters Score -9210283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9210284.000000 Penalty: 3625.553711
	Iteration 24Q: 3 clusters Score -9210284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9210307.000000 Penalty: 3625.553711
	Iteration 25Q: 3 clusters Score -9210307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9210297.000000 Penalty: 3625.553711
	Iteration 26Q: 3 clusters Score -9210297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9210300.000000 Penalty: 3625.553711
	Iteration 27Q: 3 clusters Score -9210300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9210305.000000 Penalty: 3625.553711
	Iteration 28Q: 3 clusters Score -9210305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9210310.000000 Penalty: 3625.553711
	Iteration 29Q: 3 clusters Score -9210310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9210313.000000 Penalty: 3625.553711
	Iteration 30Q: 3 clusters Score -9210313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9210312.000000 Penalty: 3625.553711
	Iteration 31Q: 3 clusters Score -9210312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9210322.000000 Penalty: 3625.553711
	Iteration 32Q: 3 clusters Score -9210322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9210332.000000 Penalty: 3625.553711
	Iteration 33Q: 3 clusters Score -9210332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9210321.000000 Penalty: 3625.553711
	Iteration 34Q: 3 clusters Score -9210321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9210323.000000 Penalty: 3625.553711
	Iteration 35Q: 3 clusters Score -9210323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9210323.000000 Penalty: 3625.553711
	Iteration 36Q: 3 clusters Score -9210323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9210325.000000 Penalty: 3625.553711
	Iteration 37Q: 3 clusters Score -9210325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9210332.000000 Penalty: 3625.553711
	Iteration 38Q: 3 clusters Score -9210332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9210337.000000 Penalty: 3625.553711
	Iteration 39Q: 3 clusters Score -9210337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9210337.000000 Penalty: 3625.553711
	Iteration 40F: 3 clusters Score -9210337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9210335.000000 Penalty: 3625.553711
	Iteration 41Q: 3 clusters Score -9210335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9210360.000000 Penalty: 3625.553711
	Iteration 42Q: 3 clusters Score -9210360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9210380.000000 Penalty: 3625.553711
	Iteration 43Q: 3 clusters Score -9210380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9210379.000000 Penalty: 3625.553711
	Iteration 44Q: 3 clusters Score -9210379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9210385.000000 Penalty: 3625.553711
	Iteration 45Q: 3 clusters Score -9210385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9210391.000000 Penalty: 3625.553711
	Iteration 46Q: 3 clusters Score -9210391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9210397.000000 Penalty: 3625.553711
	Iteration 47Q: 3 clusters Score -9210397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9210408.000000 Penalty: 3625.553711
	Iteration 48Q: 3 clusters Score -9210408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9210416.000000 Penalty: 3625.553711
	Iteration 49Q: 3 clusters Score -9210416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9210415.000000 Penalty: 3625.553711
	Iteration 50Q: 3 clusters Score -9210415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9210427.000000 Penalty: 3625.553711
	Iteration 51Q: 3 clusters Score -9210427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9210440.000000 Penalty: 3625.553711
	Iteration 52Q: 3 clusters Score -9210440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9210437.000000 Penalty: 3625.553711
	Iteration 53Q: 3 clusters Score -9210437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9210429.000000 Penalty: 3625.553711
	Iteration 54Q: 3 clusters Score -9210429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9210429.000000 Penalty: 3625.553711
	Iteration 55F: 3 clusters Score -9210429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -835677.375000 Penalty: 1441.071411
	Iteration 0F: 2 clusters Score -835677.4 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 3532 members 
Entering Unmasked Estep 
Score: -830490.250000 Penalty: 2882.142822
	Iteration 0F: 3 clusters Score -830490.2 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -832834.187500 Penalty: 2882.142822
	Iteration 1F: 3 clusters Score -832834.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -833572.312500 Penalty: 2882.142822
	Iteration 2F: 3 clusters Score -833572.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -834071.187500 Penalty: 2882.142822
	Iteration 3F: 3 clusters Score -834071.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -834405.500000 Penalty: 2882.142822
	Iteration 4F: 3 clusters Score -834405.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -834665.062500 Penalty: 2882.142822
	Iteration 5F: 3 clusters Score -834665.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -834868.625000 Penalty: 2882.142822
	Iteration 6Q: 3 clusters Score -834868.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -835037.875000 Penalty: 2882.142822
	Iteration 7Q: 3 clusters Score -835037.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -835187.437500 Penalty: 2882.142822
	Iteration 8Q: 3 clusters Score -835187.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -835313.375000 Penalty: 2882.142822
	Iteration 9Q: 3 clusters Score -835313.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -835419.437500 Penalty: 2882.142822
	Iteration 10Q: 3 clusters Score -835419.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -835521.875000 Penalty: 2882.142822
	Iteration 11Q: 3 clusters Score -835521.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -835624.500000 Penalty: 2882.142822
	Iteration 12Q: 3 clusters Score -835624.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -835709.437500 Penalty: 2882.142822
	Iteration 13Q: 3 clusters Score -835709.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -835835.312500 Penalty: 2882.142822
	Iteration 14Q: 3 clusters Score -835835.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -835940.750000 Penalty: 2882.142822
	Iteration 15Q: 3 clusters Score -835940.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -836037.312500 Penalty: 2882.142822
	Iteration 16Q: 3 clusters Score -836037.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -836098.750000 Penalty: 2882.142822
	Iteration 17Q: 3 clusters Score -836098.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -836155.000000 Penalty: 2882.142822
	Iteration 18Q: 3 clusters Score -836155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -836201.312500 Penalty: 2882.142822
	Iteration 19Q: 3 clusters Score -836201.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -836474.812500 Penalty: 2882.142822
	Iteration 20F: 3 clusters Score -836474.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -836778.875000 Penalty: 2882.142822
	Iteration 21Q: 3 clusters Score -836778.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -836930.000000 Penalty: 2882.142822
	Iteration 22Q: 3 clusters Score -836930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -837017.812500 Penalty: 2882.142822
	Iteration 23Q: 3 clusters Score -837017.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -837066.250000 Penalty: 2882.142822
	Iteration 24Q: 3 clusters Score -837066.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -837099.562500 Penalty: 2882.142822
	Iteration 25Q: 3 clusters Score -837099.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -837127.500000 Penalty: 2882.142822
	Iteration 26Q: 3 clusters Score -837127.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -837141.625000 Penalty: 2882.142822
	Iteration 27Q: 3 clusters Score -837141.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -837150.375000 Penalty: 2882.142822
	Iteration 28Q: 3 clusters Score -837150.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -837163.437500 Penalty: 2882.142822
	Iteration 29Q: 3 clusters Score -837163.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -837181.375000 Penalty: 2882.142822
	Iteration 30Q: 3 clusters Score -837181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -837191.062500 Penalty: 2882.142822
	Iteration 31Q: 3 clusters Score -837191.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -837197.312500 Penalty: 2882.142822
	Iteration 32Q: 3 clusters Score -837197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -837204.312500 Penalty: 2882.142822
	Iteration 33Q: 3 clusters Score -837204.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -837208.312500 Penalty: 2882.142822
	Iteration 34Q: 3 clusters Score -837208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -837212.500000 Penalty: 2882.142822
	Iteration 35Q: 3 clusters Score -837212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -837216.750000 Penalty: 2882.142822
	Iteration 36Q: 3 clusters Score -837216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -837217.187500 Penalty: 2882.142822
	Iteration 37Q: 3 clusters Score -837217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -837227.062500 Penalty: 2882.142822
	Iteration 38Q: 3 clusters Score -837227.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -837240.375000 Penalty: 2882.142822
	Iteration 39Q: 3 clusters Score -837240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -837244.062500 Penalty: 2882.142822
	Iteration 40F: 3 clusters Score -837244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -837245.125000 Penalty: 2882.142822
	Iteration 41Q: 3 clusters Score -837245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -837245.500000 Penalty: 2882.142822
	Iteration 42Q: 3 clusters Score -837245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -837247.687500 Penalty: 2882.142822
	Iteration 43Q: 3 clusters Score -837247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -837247.312500 Penalty: 2882.142822
	Iteration 44Q: 3 clusters Score -837247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -837248.375000 Penalty: 2882.142822
	Iteration 45Q: 3 clusters Score -837248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -837250.000000 Penalty: 2882.142822
	Iteration 46Q: 3 clusters Score -837250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -837252.250000 Penalty: 2882.142822
	Iteration 47Q: 3 clusters Score -837252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -837254.437500 Penalty: 2882.142822
	Iteration 48Q: 3 clusters Score -837254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -837257.375000 Penalty: 2882.142822
	Iteration 49Q: 3 clusters Score -837257.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -837259.750000 Penalty: 2882.142822
	Iteration 50Q: 3 clusters Score -837259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -837262.125000 Penalty: 2882.142822
	Iteration 51Q: 3 clusters Score -837262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -837263.000000 Penalty: 2882.142822
	Iteration 52Q: 3 clusters Score -837263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -837266.000000 Penalty: 2882.142822
	Iteration 53Q: 3 clusters Score -837266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -837268.375000 Penalty: 2882.142822
	Iteration 54Q: 3 clusters Score -837268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -837269.312500 Penalty: 2882.142822
	Iteration 55Q: 3 clusters Score -837269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -837270.687500 Penalty: 2882.142822
	Iteration 56Q: 3 clusters Score -837270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -837273.437500 Penalty: 2882.142822
	Iteration 57Q: 3 clusters Score -837273.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -837274.937500 Penalty: 2882.142822
	Iteration 58Q: 3 clusters Score -837274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -837276.750000 Penalty: 2882.142822
	Iteration 59Q: 3 clusters Score -837276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -837276.437500 Penalty: 2882.142822
	Iteration 60F: 3 clusters Score -837276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -837278.687500 Penalty: 2882.142822
	Iteration 61Q: 3 clusters Score -837278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -837278.687500 Penalty: 2882.142822
	Iteration 62F: 3 clusters Score -837278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 57853 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 93225 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 5645 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 63336 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 18390 members 
Mstep: Class 27 contains 1457 members 
Entering Unmasked Estep 
Score: -127636344.000000 Penalty: 60618.050781
Splitting cluster 15 changes total score from -127592992.000000 to -127636344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (5563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Entering Unmasked Estep 
Score: -674891.875000 Penalty: 1401.382568
	Iteration 0F: 2 clusters Score -674891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -670581.937500 Penalty: 2802.765137
	Iteration 0F: 3 clusters Score -670581.9 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -671972.750000 Penalty: 2802.765137
	Iteration 1F: 3 clusters Score -671972.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -672272.312500 Penalty: 2802.765137
	Iteration 2F: 3 clusters Score -672272.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -672517.937500 Penalty: 2802.765137
	Iteration 3F: 3 clusters Score -672517.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -672694.187500 Penalty: 2802.765137
	Iteration 4F: 3 clusters Score -672694.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -672834.812500 Penalty: 2802.765137
	Iteration 5Q: 3 clusters Score -672834.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -672944.812500 Penalty: 2802.765137
	Iteration 6Q: 3 clusters Score -672944.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -673018.187500 Penalty: 2802.765137
	Iteration 7Q: 3 clusters Score -673018.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -673084.750000 Penalty: 2802.765137
	Iteration 8Q: 3 clusters Score -673084.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -673148.437500 Penalty: 2802.765137
	Iteration 9Q: 3 clusters Score -673148.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -673198.625000 Penalty: 2802.765137
	Iteration 10Q: 3 clusters Score -673198.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -673240.375000 Penalty: 2802.765137
	Iteration 11Q: 3 clusters Score -673240.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -673280.625000 Penalty: 2802.765137
	Iteration 12Q: 3 clusters Score -673280.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -673314.687500 Penalty: 2802.765137
	Iteration 13Q: 3 clusters Score -673314.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -673348.000000 Penalty: 2802.765137
	Iteration 14Q: 3 clusters Score -673348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -673371.875000 Penalty: 2802.765137
	Iteration 15Q: 3 clusters Score -673371.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -673395.687500 Penalty: 2802.765137
	Iteration 16Q: 3 clusters Score -673395.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -673412.937500 Penalty: 2802.765137
	Iteration 17Q: 3 clusters Score -673412.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -673433.000000 Penalty: 2802.765137
	Iteration 18Q: 3 clusters Score -673433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -673453.250000 Penalty: 2802.765137
	Iteration 19Q: 3 clusters Score -673453.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -673474.750000 Penalty: 2802.765137
	Iteration 20F: 3 clusters Score -673474.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -673499.000000 Penalty: 2802.765137
	Iteration 21Q: 3 clusters Score -673499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -673514.375000 Penalty: 2802.765137
	Iteration 22Q: 3 clusters Score -673514.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -673532.687500 Penalty: 2802.765137
	Iteration 23Q: 3 clusters Score -673532.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -673548.312500 Penalty: 2802.765137
	Iteration 24Q: 3 clusters Score -673548.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -673565.750000 Penalty: 2802.765137
	Iteration 25Q: 3 clusters Score -673565.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -673578.062500 Penalty: 2802.765137
	Iteration 26Q: 3 clusters Score -673578.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -673588.437500 Penalty: 2802.765137
	Iteration 27Q: 3 clusters Score -673588.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -673595.687500 Penalty: 2802.765137
	Iteration 28Q: 3 clusters Score -673595.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -673600.187500 Penalty: 2802.765137
	Iteration 29Q: 3 clusters Score -673600.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -673605.062500 Penalty: 2802.765137
	Iteration 30Q: 3 clusters Score -673605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -673613.875000 Penalty: 2802.765137
	Iteration 31Q: 3 clusters Score -673613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -673623.250000 Penalty: 2802.765137
	Iteration 32Q: 3 clusters Score -673623.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -673634.625000 Penalty: 2802.765137
	Iteration 33Q: 3 clusters Score -673634.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -673642.500000 Penalty: 2802.765137
	Iteration 34Q: 3 clusters Score -673642.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -673658.687500 Penalty: 2802.765137
	Iteration 35Q: 3 clusters Score -673658.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -673665.687500 Penalty: 2802.765137
	Iteration 36Q: 3 clusters Score -673665.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -673679.000000 Penalty: 2802.765137
	Iteration 37Q: 3 clusters Score -673679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -673685.562500 Penalty: 2802.765137
	Iteration 38Q: 3 clusters Score -673685.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -673692.437500 Penalty: 2802.765137
	Iteration 39Q: 3 clusters Score -673692.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -673703.000000 Penalty: 2802.765137
	Iteration 40F: 3 clusters Score -673703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -673709.062500 Penalty: 2802.765137
	Iteration 41Q: 3 clusters Score -673709.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -673714.625000 Penalty: 2802.765137
	Iteration 42Q: 3 clusters Score -673714.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -673731.812500 Penalty: 2802.765137
	Iteration 43Q: 3 clusters Score -673731.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -673751.375000 Penalty: 2802.765137
	Iteration 44Q: 3 clusters Score -673751.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -673760.375000 Penalty: 2802.765137
	Iteration 45Q: 3 clusters Score -673760.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -673773.562500 Penalty: 2802.765137
	Iteration 46Q: 3 clusters Score -673773.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -673785.500000 Penalty: 2802.765137
	Iteration 47Q: 3 clusters Score -673785.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -673801.187500 Penalty: 2802.765137
	Iteration 48Q: 3 clusters Score -673801.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -673818.437500 Penalty: 2802.765137
	Iteration 49Q: 3 clusters Score -673818.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -673835.750000 Penalty: 2802.765137
	Iteration 50Q: 3 clusters Score -673835.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -673848.437500 Penalty: 2802.765137
	Iteration 51Q: 3 clusters Score -673848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -673855.875000 Penalty: 2802.765137
	Iteration 52Q: 3 clusters Score -673855.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -673864.625000 Penalty: 2802.765137
	Iteration 53Q: 3 clusters Score -673864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -673869.500000 Penalty: 2802.765137
	Iteration 54Q: 3 clusters Score -673869.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -673872.562500 Penalty: 2802.765137
	Iteration 55Q: 3 clusters Score -673872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -673875.562500 Penalty: 2802.765137
	Iteration 56Q: 3 clusters Score -673875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -673882.062500 Penalty: 2802.765137
	Iteration 57Q: 3 clusters Score -673882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -673886.750000 Penalty: 2802.765137
	Iteration 58Q: 3 clusters Score -673886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -673890.562500 Penalty: 2802.765137
	Iteration 59Q: 3 clusters Score -673890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -673892.500000 Penalty: 2802.765137
	Iteration 60F: 3 clusters Score -673892.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -673896.125000 Penalty: 2802.765137
	Iteration 61Q: 3 clusters Score -673896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -673899.312500 Penalty: 2802.765137
	Iteration 62Q: 3 clusters Score -673899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -673898.875000 Penalty: 2802.765137
	Iteration 63Q: 3 clusters Score -673898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -673898.875000 Penalty: 2802.765137
	Iteration 64F: 3 clusters Score -673898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -48900.425781 Penalty: 1039.229980
	Iteration 0F: 2 clusters Score -48900.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48230.500000 Penalty: 2078.459961
	Iteration 0F: 3 clusters Score -48230.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49556.546875 Penalty: 2078.459961
	Iteration 1F: 3 clusters Score -49556.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50505.039062 Penalty: 2078.459961
	Iteration 2F: 3 clusters Score -50505.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50942.144531 Penalty: 2078.459961
	Iteration 3Q: 3 clusters Score -50942.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51033.386719 Penalty: 2078.459961
	Iteration 4Q: 3 clusters Score -51033.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51129.085938 Penalty: 2078.459961
	Iteration 5Q: 3 clusters Score -51129.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51172.417969 Penalty: 2078.459961
	Iteration 6Q: 3 clusters Score -51172.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51189.339844 Penalty: 2078.459961
	Iteration 7Q: 3 clusters Score -51189.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51190.042969 Penalty: 2078.459961
	Iteration 8Q: 3 clusters Score -51190.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51190.042969 Penalty: 2078.459961
	Iteration 9F: 3 clusters Score -51190.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 57853 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 93225 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 5645 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 62823 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 63336 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 18390 members 
Mstep: Class 27 contains 1457 members 
Mstep: Class 28 contains 192 members 
Entering Unmasked Estep 
Score: -127637224.000000 Penalty: 62863.164062
Splitting cluster 17 changes total score from -127592992.000000 to -127637224.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -381759.437500 Penalty: 1300.817993
	Iteration 0F: 2 clusters Score -381759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -379071.250000 Penalty: 2601.635986
	Iteration 0F: 3 clusters Score -379071.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -379658.718750 Penalty: 2601.635986
	Iteration 1F: 3 clusters Score -379658.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -379804.937500 Penalty: 2601.635986
	Iteration 2F: 3 clusters Score -379804.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -379912.718750 Penalty: 2601.635986
	Iteration 3F: 3 clusters Score -379912.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -379997.812500 Penalty: 2601.635986
	Iteration 4Q: 3 clusters Score -379997.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -380062.468750 Penalty: 2601.635986
	Iteration 5Q: 3 clusters Score -380062.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -380106.343750 Penalty: 2601.635986
	Iteration 6Q: 3 clusters Score -380106.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -380128.875000 Penalty: 2601.635986
	Iteration 7Q: 3 clusters Score -380128.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -380155.625000 Penalty: 2601.635986
	Iteration 8Q: 3 clusters Score -380155.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -380174.031250 Penalty: 2601.635986
	Iteration 9Q: 3 clusters Score -380174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380186.843750 Penalty: 2601.635986
	Iteration 10Q: 3 clusters Score -380186.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -380200.375000 Penalty: 2601.635986
	Iteration 11Q: 3 clusters Score -380200.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -380214.468750 Penalty: 2601.635986
	Iteration 12Q: 3 clusters Score -380214.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380224.093750 Penalty: 2601.635986
	Iteration 13Q: 3 clusters Score -380224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380232.468750 Penalty: 2601.635986
	Iteration 14Q: 3 clusters Score -380232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -380239.062500 Penalty: 2601.635986
	Iteration 15Q: 3 clusters Score -380239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380244.875000 Penalty: 2601.635986
	Iteration 16Q: 3 clusters Score -380244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -380249.781250 Penalty: 2601.635986
	Iteration 17Q: 3 clusters Score -380249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -380254.937500 Penalty: 2601.635986
	Iteration 18Q: 3 clusters Score -380254.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -380262.156250 Penalty: 2601.635986
	Iteration 19Q: 3 clusters Score -380262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -380272.125000 Penalty: 2601.635986
	Iteration 20F: 3 clusters Score -380272.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -380281.281250 Penalty: 2601.635986
	Iteration 21Q: 3 clusters Score -380281.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -380289.781250 Penalty: 2601.635986
	Iteration 22Q: 3 clusters Score -380289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380298.875000 Penalty: 2601.635986
	Iteration 23Q: 3 clusters Score -380298.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -380307.218750 Penalty: 2601.635986
	Iteration 24Q: 3 clusters Score -380307.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -380314.437500 Penalty: 2601.635986
	Iteration 25Q: 3 clusters Score -380314.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380321.687500 Penalty: 2601.635986
	Iteration 26Q: 3 clusters Score -380321.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -380329.000000 Penalty: 2601.635986
	Iteration 27Q: 3 clusters Score -380329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -380335.812500 Penalty: 2601.635986
	Iteration 28Q: 3 clusters Score -380335.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -380341.375000 Penalty: 2601.635986
	Iteration 29Q: 3 clusters Score -380341.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -380346.718750 Penalty: 2601.635986
	Iteration 30Q: 3 clusters Score -380346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -380351.125000 Penalty: 2601.635986
	Iteration 31Q: 3 clusters Score -380351.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -380356.281250 Penalty: 2601.635986
	Iteration 32Q: 3 clusters Score -380356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -380361.281250 Penalty: 2601.635986
	Iteration 33Q: 3 clusters Score -380361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -380363.156250 Penalty: 2601.635986
	Iteration 34Q: 3 clusters Score -380363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -380363.937500 Penalty: 2601.635986
	Iteration 35Q: 3 clusters Score -380363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -380364.375000 Penalty: 2601.635986
	Iteration 36Q: 3 clusters Score -380364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -380364.343750 Penalty: 2601.635986
	Iteration 37Q: 3 clusters Score -380364.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -380366.437500 Penalty: 2601.635986
	Iteration 38Q: 3 clusters Score -380366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -380368.406250 Penalty: 2601.635986
	Iteration 39Q: 3 clusters Score -380368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -380369.250000 Penalty: 2601.635986
	Iteration 40F: 3 clusters Score -380369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -380369.625000 Penalty: 2601.635986
	Iteration 41Q: 3 clusters Score -380369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -380371.968750 Penalty: 2601.635986
	Iteration 42Q: 3 clusters Score -380372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -380372.750000 Penalty: 2601.635986
	Iteration 43Q: 3 clusters Score -380372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -380373.250000 Penalty: 2601.635986
	Iteration 44Q: 3 clusters Score -380373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -380374.562500 Penalty: 2601.635986
	Iteration 45Q: 3 clusters Score -380374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380375.281250 Penalty: 2601.635986
	Iteration 46Q: 3 clusters Score -380375.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380375.281250 Penalty: 2601.635986
	Iteration 47F: 3 clusters Score -380375.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -166453.984375 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -166454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -164711.593750 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -164711.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165308.515625 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -165308.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -165611.031250 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -165611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165814.109375 Penalty: 2380.030518
	Iteration 3F: 3 clusters Score -165814.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -165965.750000 Penalty: 2380.030518
	Iteration 4F: 3 clusters Score -165965.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -166048.484375 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -166048.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -166110.906250 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -166110.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166139.968750 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -166140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -166155.750000 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -166155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -166168.046875 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -166168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -166176.281250 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -166176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -166180.546875 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -166180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -166182.531250 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -166182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -166184.703125 Penalty: 2380.030518
	Iteration 13Q: 3 clusters Score -166184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -166185.312500 Penalty: 2380.030518
	Iteration 14Q: 3 clusters Score -166185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -166185.703125 Penalty: 2380.030518
	Iteration 15Q: 3 clusters Score -166185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -166185.703125 Penalty: 2380.030518
	Iteration 16F: 3 clusters Score -166185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Entering Unmasked Estep 
Score: -9531687.000000 Penalty: 1817.806641
	Iteration 0F: 2 clusters Score -9531687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -9485073.000000 Penalty: 3635.613281
	Iteration 0F: 3 clusters Score -9485073 nChanged 34450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -9505114.000000 Penalty: 3635.613281
	Iteration 1F: 3 clusters Score -9505114 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -9506325.000000 Penalty: 3635.613281
	Iteration 2Q: 3 clusters Score -9506325 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -9508316.000000 Penalty: 3635.613281
	Iteration 3F: 3 clusters Score -9508316 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -9511374.000000 Penalty: 3635.613281
	Iteration 4F: 3 clusters Score -9511374 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -9515773.000000 Penalty: 3635.613281
	Iteration 5F: 3 clusters Score -9515773 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -9520986.000000 Penalty: 3635.613281
	Iteration 6F: 3 clusters Score -9520986 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -9525768.000000 Penalty: 3635.613281
	Iteration 7F: 3 clusters Score -9525768 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -9528528.000000 Penalty: 3635.613281
	Iteration 8Q: 3 clusters Score -9528528 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -9529479.000000 Penalty: 3635.613281
	Iteration 9Q: 3 clusters Score -9529479 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -9529784.000000 Penalty: 3635.613281
	Iteration 10Q: 3 clusters Score -9529784 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -9530094.000000 Penalty: 3635.613281
	Iteration 11Q: 3 clusters Score -9530094 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -9530323.000000 Penalty: 3635.613281
	Iteration 12Q: 3 clusters Score -9530323 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -9530530.000000 Penalty: 3635.613281
	Iteration 13Q: 3 clusters Score -9530530 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -9530686.000000 Penalty: 3635.613281
	Iteration 14Q: 3 clusters Score -9530686 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -9530805.000000 Penalty: 3635.613281
	Iteration 15Q: 3 clusters Score -9530805 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -9530868.000000 Penalty: 3635.613281
	Iteration 16Q: 3 clusters Score -9530868 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9530861.000000 Penalty: 3635.613281
	Iteration 17Q: 3 clusters Score -9530861 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -9530835.000000 Penalty: 3635.613281
	Iteration 18Q: 3 clusters Score -9530835 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -9530885.000000 Penalty: 3635.613281
	Iteration 19Q: 3 clusters Score -9530885 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -9530837.000000 Penalty: 3635.613281
	Iteration 20F: 3 clusters Score -9530837 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -9530942.000000 Penalty: 3635.613281
	Iteration 21Q: 3 clusters Score -9530942 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9530927.000000 Penalty: 3635.613281
	Iteration 22Q: 3 clusters Score -9530927 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9530920.000000 Penalty: 3635.613281
	Iteration 23Q: 3 clusters Score -9530920 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9530921.000000 Penalty: 3635.613281
	Iteration 24Q: 3 clusters Score -9530921 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9530927.000000 Penalty: 3635.613281
	Iteration 25Q: 3 clusters Score -9530927 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9530938.000000 Penalty: 3635.613281
	Iteration 26Q: 3 clusters Score -9530938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9530919.000000 Penalty: 3635.613281
	Iteration 27Q: 3 clusters Score -9530919 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9530925.000000 Penalty: 3635.613281
	Iteration 28Q: 3 clusters Score -9530925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9530877.000000 Penalty: 3635.613281
	Iteration 29Q: 3 clusters Score -9530877 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9530841.000000 Penalty: 3635.613281
	Iteration 30Q: 3 clusters Score -9530841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9530801.000000 Penalty: 3635.613281
	Iteration 31Q: 3 clusters Score -9530801 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9530792.000000 Penalty: 3635.613281
	Iteration 32Q: 3 clusters Score -9530792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9530793.000000 Penalty: 3635.613281
	Iteration 33Q: 3 clusters Score -9530793 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9530789.000000 Penalty: 3635.613281
	Iteration 34Q: 3 clusters Score -9530789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9530773.000000 Penalty: 3635.613281
	Iteration 35Q: 3 clusters Score -9530773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9530798.000000 Penalty: 3635.613281
	Iteration 36Q: 3 clusters Score -9530798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9530818.000000 Penalty: 3635.613281
	Iteration 37Q: 3 clusters Score -9530818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9530801.000000 Penalty: 3635.613281
	Iteration 38Q: 3 clusters Score -9530801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9530780.000000 Penalty: 3635.613281
	Iteration 39Q: 3 clusters Score -9530780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9530777.000000 Penalty: 3635.613281
	Iteration 40F: 3 clusters Score -9530777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9530774.000000 Penalty: 3635.613281
	Iteration 41Q: 3 clusters Score -9530774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9530765.000000 Penalty: 3635.613281
	Iteration 42Q: 3 clusters Score -9530765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9530760.000000 Penalty: 3635.613281
	Iteration 43Q: 3 clusters Score -9530760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9530767.000000 Penalty: 3635.613281
	Iteration 44Q: 3 clusters Score -9530767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9530762.000000 Penalty: 3635.613281
	Iteration 45Q: 3 clusters Score -9530762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9530756.000000 Penalty: 3635.613281
	Iteration 46Q: 3 clusters Score -9530756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9530745.000000 Penalty: 3635.613281
	Iteration 47Q: 3 clusters Score -9530745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9530742.000000 Penalty: 3635.613281
	Iteration 48Q: 3 clusters Score -9530742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9530735.000000 Penalty: 3635.613281
	Iteration 49Q: 3 clusters Score -9530735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9530717.000000 Penalty: 3635.613281
	Iteration 50Q: 3 clusters Score -9530717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9530711.000000 Penalty: 3635.613281
	Iteration 51Q: 3 clusters Score -9530711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9530716.000000 Penalty: 3635.613281
	Iteration 52Q: 3 clusters Score -9530716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9530717.000000 Penalty: 3635.613281
	Iteration 53Q: 3 clusters Score -9530717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9530708.000000 Penalty: 3635.613281
	Iteration 54Q: 3 clusters Score -9530708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9530717.000000 Penalty: 3635.613281
	Iteration 55Q: 3 clusters Score -9530717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9530720.000000 Penalty: 3635.613281
	Iteration 56Q: 3 clusters Score -9530720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9530716.000000 Penalty: 3635.613281
	Iteration 57Q: 3 clusters Score -9530716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9530713.000000 Penalty: 3635.613281
	Iteration 58Q: 3 clusters Score -9530713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9530720.000000 Penalty: 3635.613281
	Iteration 59Q: 3 clusters Score -9530720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9530720.000000 Penalty: 3635.613281
	Iteration 60F: 3 clusters Score -9530720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9530713.000000 Penalty: 3635.613281
	Iteration 61Q: 3 clusters Score -9530713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9530713.000000 Penalty: 3635.613281
	Iteration 62Q: 3 clusters Score -9530713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9530712.000000 Penalty: 3635.613281
	Iteration 63Q: 3 clusters Score -9530712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9530716.000000 Penalty: 3635.613281
	Iteration 64Q: 3 clusters Score -9530716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9530713.000000 Penalty: 3635.613281
	Iteration 65Q: 3 clusters Score -9530713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9530710.000000 Penalty: 3635.613281
	Iteration 66Q: 3 clusters Score -9530710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9530710.000000 Penalty: 3635.613281
	Iteration 67F: 3 clusters Score -9530710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 39193 members 
Mstep: Class 3 contains 73927 members 
Mstep: Class 4 contains 92746 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 14746 members 
Mstep: Class 8 contains 110883 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 57853 members 
Mstep: Class 11 contains 120781 members 
Mstep: Class 12 contains 93225 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 69951 members 
Mstep: Class 15 contains 5645 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 72150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127662440.000000 Penalty: 62863.164062
Iteration 39Q: 29 clusters Score -1.276624e+08 nChanged 48580
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 40680 members 
Mstep: Class 3 contains 78437 members 
Mstep: Class 4 contains 93453 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 15000 members 
Mstep: Class 8 contains 109624 members 
Mstep: Class 9 contains 41765 members 
Mstep: Class 10 contains 64246 members 
Mstep: Class 11 contains 119048 members 
Mstep: Class 12 contains 94709 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 14 contains 67990 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 3032 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 66432 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 61305 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 61782 members 
Mstep: Class 25 contains 20546 members 
Mstep: Class 26 contains 17213 members 
Mstep: Class 27 contains 1395 members 
Mstep: Class 28 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127678640.000000 Penalty: 62863.164062
Iteration 40F: 29 clusters Score -1.276786e+08 nChanged 40435
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 41798 members 
Mstep: Class 3 contains 81834 members 
Mstep: Class 4 contains 92983 members 
Mstep: Class 5 contains 7981 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 14927 members 
Mstep: Class 8 contains 105286 members 
Mstep: Class 9 contains 40914 members 
Mstep: Class 10 contains 68262 members 
Mstep: Class 11 contains 114240 members 
Mstep: Class 12 contains 94974 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 65968 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 59595 members 
Mstep: Class 21 contains 2693 members 
Mstep: Class 22 contains 67706 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 63272 members 
Mstep: Class 25 contains 23188 members 
Mstep: Class 26 contains 17002 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127686344.000000 Penalty: 62863.164062
Iteration 41Q: 29 clusters Score -1.276863e+08 nChanged 34911
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 43038 members 
Mstep: Class 3 contains 85007 members 
Mstep: Class 4 contains 92579 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 5580 members 
Mstep: Class 7 contains 14862 members 
Mstep: Class 8 contains 101456 members 
Mstep: Class 9 contains 39986 members 
Mstep: Class 10 contains 71889 members 
Mstep: Class 11 contains 109220 members 
Mstep: Class 12 contains 95411 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 64359 members 
Mstep: Class 15 contains 5896 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 53105 members 
Mstep: Class 21 contains 2776 members 
Mstep: Class 22 contains 73561 members 
Mstep: Class 23 contains 1773 members 
Mstep: Class 24 contains 65100 members 
Mstep: Class 25 contains 25311 members 
Mstep: Class 26 contains 16878 members 
Mstep: Class 27 contains 1582 members 
Mstep: Class 28 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127690800.000000 Penalty: 62863.164062
Iteration 42Q: 29 clusters Score -1.276908e+08 nChanged 32032
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 44054 members 
Mstep: Class 3 contains 87293 members 
Mstep: Class 4 contains 92220 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 14828 members 
Mstep: Class 8 contains 98538 members 
Mstep: Class 9 contains 39112 members 
Mstep: Class 10 contains 75112 members 
Mstep: Class 11 contains 105592 members 
Mstep: Class 12 contains 95714 members 
Mstep: Class 13 contains 9602 members 
Mstep: Class 14 contains 62871 members 
Mstep: Class 15 contains 5920 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 352 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 46549 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 78375 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 67077 members 
Mstep: Class 25 contains 27521 members 
Mstep: Class 26 contains 16768 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127695936.000000 Penalty: 62863.164062
Iteration 43Q: 29 clusters Score -1.276959e+08 nChanged 30222
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 44941 members 
Mstep: Class 3 contains 89009 members 
Mstep: Class 4 contains 91880 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 14820 members 
Mstep: Class 8 contains 96235 members 
Mstep: Class 9 contains 38220 members 
Mstep: Class 10 contains 78012 members 
Mstep: Class 11 contains 102808 members 
Mstep: Class 12 contains 95786 members 
Mstep: Class 13 contains 9708 members 
Mstep: Class 14 contains 61552 members 
Mstep: Class 15 contains 5931 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 40558 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 81794 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 69338 members 
Mstep: Class 25 contains 29851 members 
Mstep: Class 26 contains 16696 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127700064.000000 Penalty: 62863.164062
Iteration 44Q: 29 clusters Score -1.277001e+08 nChanged 27516
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 45751 members 
Mstep: Class 3 contains 90268 members 
Mstep: Class 4 contains 91545 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 94527 members 
Mstep: Class 9 contains 37332 members 
Mstep: Class 10 contains 80097 members 
Mstep: Class 11 contains 101431 members 
Mstep: Class 12 contains 95421 members 
Mstep: Class 13 contains 9819 members 
Mstep: Class 14 contains 60298 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 35333 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 83813 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 71869 members 
Mstep: Class 25 contains 32293 members 
Mstep: Class 26 contains 16630 members 
Mstep: Class 27 contains 1571 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127702328.000000 Penalty: 62863.164062
Iteration 45Q: 29 clusters Score -1.277023e+08 nChanged 24790
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 46511 members 
Mstep: Class 3 contains 90996 members 
Mstep: Class 4 contains 91294 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 14784 members 
Mstep: Class 8 contains 93429 members 
Mstep: Class 9 contains 36512 members 
Mstep: Class 10 contains 81649 members 
Mstep: Class 11 contains 100503 members 
Mstep: Class 12 contains 94791 members 
Mstep: Class 13 contains 9904 members 
Mstep: Class 14 contains 59039 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 338 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 31008 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 85023 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 74384 members 
Mstep: Class 25 contains 34884 members 
Mstep: Class 26 contains 16580 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127704504.000000 Penalty: 62863.164062
Iteration 46Q: 29 clusters Score -1.277045e+08 nChanged 22668
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 47241 members 
Mstep: Class 3 contains 91374 members 
Mstep: Class 4 contains 91060 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 5494 members 
Mstep: Class 7 contains 14772 members 
Mstep: Class 8 contains 92562 members 
Mstep: Class 9 contains 35742 members 
Mstep: Class 10 contains 82806 members 
Mstep: Class 11 contains 99577 members 
Mstep: Class 12 contains 93972 members 
Mstep: Class 13 contains 9991 members 
Mstep: Class 14 contains 57803 members 
Mstep: Class 15 contains 5916 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 337 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 27694 members 
Mstep: Class 21 contains 2982 members 
Mstep: Class 22 contains 85740 members 
Mstep: Class 23 contains 1765 members 
Mstep: Class 24 contains 76879 members 
Mstep: Class 25 contains 37598 members 
Mstep: Class 26 contains 16528 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127707096.000000 Penalty: 62863.164062
Iteration 47Q: 29 clusters Score -1.277071e+08 nChanged 20349
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 47888 members 
Mstep: Class 3 contains 91549 members 
Mstep: Class 4 contains 90854 members 
Mstep: Class 5 contains 8104 members 
Mstep: Class 6 contains 5494 members 
Mstep: Class 7 contains 14737 members 
Mstep: Class 8 contains 91765 members 
Mstep: Class 9 contains 35017 members 
Mstep: Class 10 contains 83549 members 
Mstep: Class 11 contains 98775 members 
Mstep: Class 12 contains 93077 members 
Mstep: Class 13 contains 10085 members 
Mstep: Class 14 contains 56569 members 
Mstep: Class 15 contains 5911 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 25120 members 
Mstep: Class 21 contains 3000 members 
Mstep: Class 22 contains 86420 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 79189 members 
Mstep: Class 25 contains 40308 members 
Mstep: Class 26 contains 16475 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127709656.000000 Penalty: 62863.164062
Iteration 48Q: 29 clusters Score -1.277097e+08 nChanged 18479
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 48525 members 
Mstep: Class 3 contains 91667 members 
Mstep: Class 4 contains 90649 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 91121 members 
Mstep: Class 9 contains 34369 members 
Mstep: Class 10 contains 83899 members 
Mstep: Class 11 contains 97963 members 
Mstep: Class 12 contains 92170 members 
Mstep: Class 13 contains 10173 members 
Mstep: Class 14 contains 55359 members 
Mstep: Class 15 contains 5913 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 23027 members 
Mstep: Class 21 contains 3009 members 
Mstep: Class 22 contains 87062 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 81436 members 
Mstep: Class 25 contains 42872 members 
Mstep: Class 26 contains 16430 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127711544.000000 Penalty: 62863.164062
Iteration 49Q: 29 clusters Score -1.277115e+08 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 49112 members 
Mstep: Class 3 contains 91651 members 
Mstep: Class 4 contains 90495 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 14670 members 
Mstep: Class 8 contains 90496 members 
Mstep: Class 9 contains 33715 members 
Mstep: Class 10 contains 84159 members 
Mstep: Class 11 contains 97197 members 
Mstep: Class 12 contains 91353 members 
Mstep: Class 13 contains 10271 members 
Mstep: Class 14 contains 54191 members 
Mstep: Class 15 contains 5911 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2713 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 3015 members 
Mstep: Class 22 contains 87638 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 83520 members 
Mstep: Class 25 contains 45247 members 
Mstep: Class 26 contains 16396 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127713408.000000 Penalty: 62863.164062
Iteration 50Q: 29 clusters Score -1.277134e+08 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 49581 members 
Mstep: Class 3 contains 91543 members 
Mstep: Class 4 contains 90403 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 14671 members 
Mstep: Class 8 contains 89917 members 
Mstep: Class 9 contains 33066 members 
Mstep: Class 10 contains 84372 members 
Mstep: Class 11 contains 96540 members 
Mstep: Class 12 contains 90661 members 
Mstep: Class 13 contains 10383 members 
Mstep: Class 14 contains 53113 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2705 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 19906 members 
Mstep: Class 21 contains 3020 members 
Mstep: Class 22 contains 88194 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 85363 members 
Mstep: Class 25 contains 47406 members 
Mstep: Class 26 contains 16368 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127714736.000000 Penalty: 62863.164062
Iteration 51Q: 29 clusters Score -1.277147e+08 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 50019 members 
Mstep: Class 3 contains 91406 members 
Mstep: Class 4 contains 90292 members 
Mstep: Class 5 contains 8104 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 14666 members 
Mstep: Class 8 contains 89437 members 
Mstep: Class 9 contains 32502 members 
Mstep: Class 10 contains 84618 members 
Mstep: Class 11 contains 95930 members 
Mstep: Class 12 contains 90246 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 51991 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2694 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 18670 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 88530 members 
Mstep: Class 23 contains 1757 members 
Mstep: Class 24 contains 87088 members 
Mstep: Class 25 contains 49293 members 
Mstep: Class 26 contains 16360 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127715536.000000 Penalty: 62863.164062
Iteration 52Q: 29 clusters Score -1.277155e+08 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 50421 members 
Mstep: Class 3 contains 91186 members 
Mstep: Class 4 contains 90174 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 14678 members 
Mstep: Class 8 contains 89135 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 84824 members 
Mstep: Class 11 contains 95305 members 
Mstep: Class 12 contains 90120 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 14 contains 50785 members 
Mstep: Class 15 contains 5894 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 88762 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 88707 members 
Mstep: Class 25 contains 50968 members 
Mstep: Class 26 contains 16344 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127716584.000000 Penalty: 62863.164062
Iteration 53Q: 29 clusters Score -1.277166e+08 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 50783 members 
Mstep: Class 3 contains 91030 members 
Mstep: Class 4 contains 90136 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 14708 members 
Mstep: Class 8 contains 88909 members 
Mstep: Class 9 contains 31432 members 
Mstep: Class 10 contains 85020 members 
Mstep: Class 11 contains 94634 members 
Mstep: Class 12 contains 90172 members 
Mstep: Class 13 contains 10632 members 
Mstep: Class 14 contains 49702 members 
Mstep: Class 15 contains 5889 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2678 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 16722 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 88956 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 90135 members 
Mstep: Class 25 contains 52317 members 
Mstep: Class 26 contains 16313 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127716936.000000 Penalty: 62863.164062
Iteration 54Q: 29 clusters Score -1.277169e+08 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 51149 members 
Mstep: Class 3 contains 90976 members 
Mstep: Class 4 contains 90106 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 88784 members 
Mstep: Class 9 contains 30909 members 
Mstep: Class 10 contains 85034 members 
Mstep: Class 11 contains 93915 members 
Mstep: Class 12 contains 90258 members 
Mstep: Class 13 contains 10733 members 
Mstep: Class 14 contains 48743 members 
Mstep: Class 15 contains 5887 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 15870 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 89075 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 91521 members 
Mstep: Class 25 contains 53554 members 
Mstep: Class 26 contains 16293 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127717880.000000 Penalty: 62863.164062
Iteration 55Q: 29 clusters Score -1.277179e+08 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 51483 members 
Mstep: Class 3 contains 90988 members 
Mstep: Class 4 contains 90120 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 5392 members 
Mstep: Class 7 contains 14732 members 
Mstep: Class 8 contains 88715 members 
Mstep: Class 9 contains 30446 members 
Mstep: Class 10 contains 85081 members 
Mstep: Class 11 contains 93054 members 
Mstep: Class 12 contains 90419 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 47813 members 
Mstep: Class 15 contains 5880 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 15184 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 89123 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 92776 members 
Mstep: Class 25 contains 54639 members 
Mstep: Class 26 contains 16264 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127718512.000000 Penalty: 62863.164062
Iteration 56Q: 29 clusters Score -1.277185e+08 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 51811 members 
Mstep: Class 3 contains 91073 members 
Mstep: Class 4 contains 90119 members 
Mstep: Class 5 contains 8065 members 
Mstep: Class 6 contains 5381 members 
Mstep: Class 7 contains 14748 members 
Mstep: Class 8 contains 88773 members 
Mstep: Class 9 contains 30024 members 
Mstep: Class 10 contains 85288 members 
Mstep: Class 11 contains 92081 members 
Mstep: Class 12 contains 90653 members 
Mstep: Class 13 contains 10942 members 
Mstep: Class 14 contains 46940 members 
Mstep: Class 15 contains 5873 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2660 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 14539 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 89166 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 93763 members 
Mstep: Class 25 contains 55581 members 
Mstep: Class 26 contains 16220 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127719344.000000 Penalty: 62863.164062
Iteration 57Q: 29 clusters Score -1.277193e+08 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 52138 members 
Mstep: Class 3 contains 91277 members 
Mstep: Class 4 contains 90127 members 
Mstep: Class 5 contains 8061 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 88916 members 
Mstep: Class 9 contains 29641 members 
Mstep: Class 10 contains 85518 members 
Mstep: Class 11 contains 91038 members 
Mstep: Class 12 contains 90913 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 46212 members 
Mstep: Class 15 contains 5867 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 13917 members 
Mstep: Class 21 contains 3023 members 
Mstep: Class 22 contains 89177 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 94559 members 
Mstep: Class 25 contains 56339 members 
Mstep: Class 26 contains 16170 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127719584.000000 Penalty: 62863.164062
Iteration 58Q: 29 clusters Score -1.277196e+08 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 52413 members 
Mstep: Class 3 contains 91585 members 
Mstep: Class 4 contains 90111 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 14764 members 
Mstep: Class 8 contains 89081 members 
Mstep: Class 9 contains 29253 members 
Mstep: Class 10 contains 85536 members 
Mstep: Class 11 contains 89979 members 
Mstep: Class 12 contains 91143 members 
Mstep: Class 13 contains 11153 members 
Mstep: Class 14 contains 45574 members 
Mstep: Class 15 contains 5868 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 13406 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 89261 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 95345 members 
Mstep: Class 25 contains 57052 members 
Mstep: Class 26 contains 16120 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127719744.000000 Penalty: 62863.164062
Iteration 59Q: 29 clusters Score -1.277197e+08 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 52723 members 
Mstep: Class 3 contains 91826 members 
Mstep: Class 4 contains 90093 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 14791 members 
Mstep: Class 8 contains 89284 members 
Mstep: Class 9 contains 28896 members 
Mstep: Class 10 contains 85579 members 
Mstep: Class 11 contains 88903 members 
Mstep: Class 12 contains 91439 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 44985 members 
Mstep: Class 15 contains 5861 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 12949 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 89379 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 96017 members 
Mstep: Class 25 contains 57617 members 
Mstep: Class 26 contains 16052 members 
Mstep: Class 27 contains 1522 members 
Mstep: Class 28 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127722040.000000 Penalty: 62863.164062
Iteration 60F: 29 clusters Score -1.27722e+08 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 53041 members 
Mstep: Class 3 contains 91824 members 
Mstep: Class 4 contains 90054 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 89363 members 
Mstep: Class 9 contains 28454 members 
Mstep: Class 10 contains 85826 members 
Mstep: Class 11 contains 87710 members 
Mstep: Class 12 contains 91450 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 42905 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 89476 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 96671 members 
Mstep: Class 25 contains 60114 members 
Mstep: Class 26 contains 15988 members 
Mstep: Class 27 contains 1524 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127722776.000000 Penalty: 62863.164062
Iteration 61Q: 29 clusters Score -1.277228e+08 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 53391 members 
Mstep: Class 3 contains 91853 members 
Mstep: Class 4 contains 90061 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 14829 members 
Mstep: Class 8 contains 89598 members 
Mstep: Class 9 contains 28000 members 
Mstep: Class 10 contains 86022 members 
Mstep: Class 11 contains 86563 members 
Mstep: Class 12 contains 91547 members 
Mstep: Class 13 contains 11460 members 
Mstep: Class 14 contains 40680 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 12573 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 89556 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97223 members 
Mstep: Class 25 contains 62560 members 
Mstep: Class 26 contains 15918 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127722880.000000 Penalty: 62863.164062
Iteration 62Q: 29 clusters Score -1.277229e+08 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 53755 members 
Mstep: Class 3 contains 91944 members 
Mstep: Class 4 contains 90053 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 14847 members 
Mstep: Class 8 contains 89759 members 
Mstep: Class 9 contains 27570 members 
Mstep: Class 10 contains 86137 members 
Mstep: Class 11 contains 85535 members 
Mstep: Class 12 contains 91765 members 
Mstep: Class 13 contains 11545 members 
Mstep: Class 14 contains 38425 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 89589 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97708 members 
Mstep: Class 25 contains 64920 members 
Mstep: Class 26 contains 15856 members 
Mstep: Class 27 contains 1515 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127722808.000000 Penalty: 62863.164062
Iteration 63Q: 29 clusters Score -1.277228e+08 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 54076 members 
Mstep: Class 3 contains 92074 members 
Mstep: Class 4 contains 90117 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 89923 members 
Mstep: Class 9 contains 27161 members 
Mstep: Class 10 contains 86304 members 
Mstep: Class 11 contains 84563 members 
Mstep: Class 12 contains 92041 members 
Mstep: Class 13 contains 11622 members 
Mstep: Class 14 contains 36144 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 89538 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 98097 members 
Mstep: Class 25 contains 67177 members 
Mstep: Class 26 contains 15815 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723112.000000 Penalty: 62863.164062
Iteration 64Q: 29 clusters Score -1.277231e+08 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 54433 members 
Mstep: Class 3 contains 92177 members 
Mstep: Class 4 contains 90199 members 
Mstep: Class 5 contains 8033 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 90195 members 
Mstep: Class 9 contains 26674 members 
Mstep: Class 10 contains 86492 members 
Mstep: Class 11 contains 83609 members 
Mstep: Class 12 contains 92341 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 33940 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 89507 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 98399 members 
Mstep: Class 25 contains 69274 members 
Mstep: Class 26 contains 15757 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723136.000000 Penalty: 62863.164062
Iteration 65Q: 29 clusters Score -1.277231e+08 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 54729 members 
Mstep: Class 3 contains 92210 members 
Mstep: Class 4 contains 90299 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 90513 members 
Mstep: Class 9 contains 26238 members 
Mstep: Class 10 contains 86785 members 
Mstep: Class 11 contains 82726 members 
Mstep: Class 12 contains 92531 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 31978 members 
Mstep: Class 15 contains 5849 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 89463 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 98581 members 
Mstep: Class 25 contains 71181 members 
Mstep: Class 26 contains 15710 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723120.000000 Penalty: 62863.164062
Iteration 66Q: 29 clusters Score -1.277231e+08 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 55010 members 
Mstep: Class 3 contains 92246 members 
Mstep: Class 4 contains 90388 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 14914 members 
Mstep: Class 8 contains 90778 members 
Mstep: Class 9 contains 25844 members 
Mstep: Class 10 contains 87125 members 
Mstep: Class 11 contains 81914 members 
Mstep: Class 12 contains 92482 members 
Mstep: Class 13 contains 11848 members 
Mstep: Class 14 contains 30329 members 
Mstep: Class 15 contains 5849 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 89393 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98691 members 
Mstep: Class 25 contains 72997 members 
Mstep: Class 26 contains 15658 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723576.000000 Penalty: 62863.164062
Iteration 67Q: 29 clusters Score -1.277236e+08 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 55229 members 
Mstep: Class 3 contains 92348 members 
Mstep: Class 4 contains 90455 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 91032 members 
Mstep: Class 9 contains 25454 members 
Mstep: Class 10 contains 87542 members 
Mstep: Class 11 contains 81112 members 
Mstep: Class 12 contains 92135 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 29051 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12392 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 89248 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98714 members 
Mstep: Class 25 contains 74773 members 
Mstep: Class 26 contains 15606 members 
Mstep: Class 27 contains 1503 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127724080.000000 Penalty: 62863.164062
Iteration 68Q: 29 clusters Score -1.277241e+08 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 55488 members 
Mstep: Class 3 contains 92461 members 
Mstep: Class 4 contains 90479 members 
Mstep: Class 5 contains 8002 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 91174 members 
Mstep: Class 9 contains 25103 members 
Mstep: Class 10 contains 87840 members 
Mstep: Class 11 contains 80282 members 
Mstep: Class 12 contains 91672 members 
Mstep: Class 13 contains 11994 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 12533 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 89159 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98739 members 
Mstep: Class 25 contains 76409 members 
Mstep: Class 26 contains 15562 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723616.000000 Penalty: 62863.164062
Iteration 69Q: 29 clusters Score -1.277236e+08 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 55736 members 
Mstep: Class 3 contains 92489 members 
Mstep: Class 4 contains 90479 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 91291 members 
Mstep: Class 9 contains 24741 members 
Mstep: Class 10 contains 88166 members 
Mstep: Class 11 contains 79531 members 
Mstep: Class 12 contains 90946 members 
Mstep: Class 13 contains 12063 members 
Mstep: Class 14 contains 27465 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 12670 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 89104 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98751 members 
Mstep: Class 25 contains 78066 members 
Mstep: Class 26 contains 15508 members 
Mstep: Class 27 contains 1495 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723800.000000 Penalty: 62863.164062
Iteration 70Q: 29 clusters Score -1.277238e+08 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 56000 members 
Mstep: Class 3 contains 92491 members 
Mstep: Class 4 contains 90493 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 14977 members 
Mstep: Class 8 contains 91350 members 
Mstep: Class 9 contains 24390 members 
Mstep: Class 10 contains 88548 members 
Mstep: Class 11 contains 78839 members 
Mstep: Class 12 contains 90163 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 14 contains 27013 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 88967 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98706 members 
Mstep: Class 25 contains 79627 members 
Mstep: Class 26 contains 15438 members 
Mstep: Class 27 contains 1495 members 
Mstep: Class 28 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127723720.000000 Penalty: 62863.164062
Iteration 71Q: 29 clusters Score -1.277237e+08 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 56228 members 
Mstep: Class 3 contains 92525 members 
Mstep: Class 4 contains 90514 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 91312 members 
Mstep: Class 9 contains 24019 members 
Mstep: Class 10 contains 88914 members 
Mstep: Class 11 contains 78215 members 
Mstep: Class 12 contains 89330 members 
Mstep: Class 13 contains 12222 members 
Mstep: Class 14 contains 26732 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 13045 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88798 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98664 members 
Mstep: Class 25 contains 81111 members 
Mstep: Class 26 contains 15355 members 
Mstep: Class 27 contains 1492 members 
Mstep: Class 28 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127724312.000000 Penalty: 62863.164062
Iteration 72Q: 29 clusters Score -1.277243e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 56476 members 
Mstep: Class 3 contains 92589 members 
Mstep: Class 4 contains 90491 members 
Mstep: Class 5 contains 7994 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 91252 members 
Mstep: Class 9 contains 23662 members 
Mstep: Class 10 contains 89194 members 
Mstep: Class 11 contains 77620 members 
Mstep: Class 12 contains 88450 members 
Mstep: Class 13 contains 12295 members 
Mstep: Class 14 contains 26552 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 13249 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88700 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98595 members 
Mstep: Class 25 contains 82574 members 
Mstep: Class 26 contains 15276 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127724272.000000 Penalty: 62863.164062
Iteration 73Q: 29 clusters Score -1.277243e+08 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 56713 members 
Mstep: Class 3 contains 92634 members 
Mstep: Class 4 contains 90469 members 
Mstep: Class 5 contains 7992 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 91145 members 
Mstep: Class 9 contains 23290 members 
Mstep: Class 10 contains 89484 members 
Mstep: Class 11 contains 77092 members 
Mstep: Class 12 contains 87349 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 26511 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 13431 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88626 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98490 members 
Mstep: Class 25 contains 84155 members 
Mstep: Class 26 contains 15210 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127724920.000000 Penalty: 62863.164062
Iteration 74Q: 29 clusters Score -1.277249e+08 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 56936 members 
Mstep: Class 3 contains 92655 members 
Mstep: Class 4 contains 90415 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 90996 members 
Mstep: Class 9 contains 22936 members 
Mstep: Class 10 contains 89786 members 
Mstep: Class 11 contains 76578 members 
Mstep: Class 12 contains 86039 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 26657 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 13635 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 88601 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98351 members 
Mstep: Class 25 contains 85779 members 
Mstep: Class 26 contains 15152 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725216.000000 Penalty: 62863.164062
Iteration 75Q: 29 clusters Score -1.277252e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57128 members 
Mstep: Class 3 contains 92630 members 
Mstep: Class 4 contains 90385 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 5331 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 90831 members 
Mstep: Class 9 contains 22577 members 
Mstep: Class 10 contains 90121 members 
Mstep: Class 11 contains 76147 members 
Mstep: Class 12 contains 84577 members 
Mstep: Class 13 contains 12471 members 
Mstep: Class 14 contains 26921 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 13852 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 88579 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 98170 members 
Mstep: Class 25 contains 87414 members 
Mstep: Class 26 contains 15107 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725432.000000 Penalty: 62863.164062
Iteration 76Q: 29 clusters Score -1.277254e+08 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 57361 members 
Mstep: Class 3 contains 92664 members 
Mstep: Class 4 contains 90338 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 15128 members 
Mstep: Class 8 contains 90657 members 
Mstep: Class 9 contains 22282 members 
Mstep: Class 10 contains 90458 members 
Mstep: Class 11 contains 75768 members 
Mstep: Class 12 contains 83019 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14033 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 88558 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 97912 members 
Mstep: Class 25 contains 88958 members 
Mstep: Class 26 contains 15074 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725536.000000 Penalty: 62863.164062
Iteration 77Q: 29 clusters Score -1.277255e+08 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57615 members 
Mstep: Class 3 contains 92748 members 
Mstep: Class 4 contains 90284 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 15152 members 
Mstep: Class 8 contains 90485 members 
Mstep: Class 9 contains 21978 members 
Mstep: Class 10 contains 90787 members 
Mstep: Class 11 contains 75417 members 
Mstep: Class 12 contains 81377 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 27734 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 88534 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 97595 members 
Mstep: Class 25 contains 90505 members 
Mstep: Class 26 contains 15038 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127726152.000000 Penalty: 62863.164062
Iteration 78Q: 29 clusters Score -1.277262e+08 nChanged 7263
Entering ConstructFrom: 
Score: -127726152.000000 Penalty: 62863.164062
Entering ConstructFrom: 
Trying to split cluster 1 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -368080.218750 Penalty: 1297.862305
	Iteration 0F: 2 clusters Score -368080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -365408.406250 Penalty: 2595.724609
	Iteration 0F: 3 clusters Score -365408.4 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366100.500000 Penalty: 2595.724609
	Iteration 1F: 3 clusters Score -366100.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -366222.312500 Penalty: 2595.724609
	Iteration 2F: 3 clusters Score -366222.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -366315.906250 Penalty: 2595.724609
	Iteration 3Q: 3 clusters Score -366315.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366400.000000 Penalty: 2595.724609
	Iteration 4Q: 3 clusters Score -366400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -366486.937500 Penalty: 2595.724609
	Iteration 5Q: 3 clusters Score -366486.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -366571.937500 Penalty: 2595.724609
	Iteration 6Q: 3 clusters Score -366571.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -366676.531250 Penalty: 2595.724609
	Iteration 7Q: 3 clusters Score -366676.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -366818.093750 Penalty: 2595.724609
	Iteration 8Q: 3 clusters Score -366818.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366954.687500 Penalty: 2595.724609
	Iteration 9Q: 3 clusters Score -366954.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -367038.625000 Penalty: 2595.724609
	Iteration 10Q: 3 clusters Score -367038.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -367099.875000 Penalty: 2595.724609
	Iteration 11Q: 3 clusters Score -367099.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -367157.968750 Penalty: 2595.724609
	Iteration 12Q: 3 clusters Score -367158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -367215.625000 Penalty: 2595.724609
	Iteration 13Q: 3 clusters Score -367215.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -367268.281250 Penalty: 2595.724609
	Iteration 14Q: 3 clusters Score -367268.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -367315.125000 Penalty: 2595.724609
	Iteration 15Q: 3 clusters Score -367315.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -367366.250000 Penalty: 2595.724609
	Iteration 16Q: 3 clusters Score -367366.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -367404.968750 Penalty: 2595.724609
	Iteration 17Q: 3 clusters Score -367405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -367429.906250 Penalty: 2595.724609
	Iteration 18Q: 3 clusters Score -367429.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -367449.812500 Penalty: 2595.724609
	Iteration 19Q: 3 clusters Score -367449.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -367468.031250 Penalty: 2595.724609
	Iteration 20F: 3 clusters Score -367468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -367474.718750 Penalty: 2595.724609
	Iteration 21Q: 3 clusters Score -367474.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -367482.093750 Penalty: 2595.724609
	Iteration 22Q: 3 clusters Score -367482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -367487.781250 Penalty: 2595.724609
	Iteration 23Q: 3 clusters Score -367487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -367488.906250 Penalty: 2595.724609
	Iteration 24Q: 3 clusters Score -367488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -367490.093750 Penalty: 2595.724609
	Iteration 25Q: 3 clusters Score -367490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -367490.093750 Penalty: 2595.724609
	Iteration 26F: 3 clusters Score -367490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Entering Unmasked Estep 
Score: -7284953.500000 Penalty: 1782.054565
	Iteration 0F: 2 clusters Score -7284954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -7246304.500000 Penalty: 3564.109131
	Iteration 0F: 3 clusters Score -7246304 nChanged 27293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -7261890.500000 Penalty: 3564.109131
	Iteration 1F: 3 clusters Score -7261890 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -7262577.500000 Penalty: 3564.109131
	Iteration 2Q: 3 clusters Score -7262578 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -7263351.500000 Penalty: 3564.109131
	Iteration 3Q: 3 clusters Score -7263352 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -7264423.000000 Penalty: 3564.109131
	Iteration 4Q: 3 clusters Score -7264423 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -7265796.500000 Penalty: 3564.109131
	Iteration 5Q: 3 clusters Score -7265796 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7267541.000000 Penalty: 3564.109131
	Iteration 6F: 3 clusters Score -7267541 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7269742.500000 Penalty: 3564.109131
	Iteration 7F: 3 clusters Score -7269742 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -7272231.500000 Penalty: 3564.109131
	Iteration 8F: 3 clusters Score -7272232 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -7274724.000000 Penalty: 3564.109131
	Iteration 9F: 3 clusters Score -7274724 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -7276943.500000 Penalty: 3564.109131
	Iteration 10Q: 3 clusters Score -7276944 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -7278805.000000 Penalty: 3564.109131
	Iteration 11Q: 3 clusters Score -7278805 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7280321.500000 Penalty: 3564.109131
	Iteration 12Q: 3 clusters Score -7280322 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -7281510.500000 Penalty: 3564.109131
	Iteration 13Q: 3 clusters Score -7281510 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -7282355.500000 Penalty: 3564.109131
	Iteration 14Q: 3 clusters Score -7282356 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -7282908.000000 Penalty: 3564.109131
	Iteration 15Q: 3 clusters Score -7282908 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -7283135.000000 Penalty: 3564.109131
	Iteration 16Q: 3 clusters Score -7283135 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7283222.500000 Penalty: 3564.109131
	Iteration 17Q: 3 clusters Score -7283222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -7283290.500000 Penalty: 3564.109131
	Iteration 18Q: 3 clusters Score -7283290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -7283320.000000 Penalty: 3564.109131
	Iteration 19Q: 3 clusters Score -7283320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -7283327.500000 Penalty: 3564.109131
	Iteration 20F: 3 clusters Score -7283328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -7283339.500000 Penalty: 3564.109131
	Iteration 21Q: 3 clusters Score -7283340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7283340.500000 Penalty: 3564.109131
	Iteration 22Q: 3 clusters Score -7283340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7283348.500000 Penalty: 3564.109131
	Iteration 23Q: 3 clusters Score -7283348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -7283351.500000 Penalty: 3564.109131
	Iteration 24Q: 3 clusters Score -7283352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -7283360.000000 Penalty: 3564.109131
	Iteration 25Q: 3 clusters Score -7283360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -7283360.500000 Penalty: 3564.109131
	Iteration 26Q: 3 clusters Score -7283360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -7283365.500000 Penalty: 3564.109131
	Iteration 27Q: 3 clusters Score -7283366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -7283370.000000 Penalty: 3564.109131
	Iteration 28Q: 3 clusters Score -7283370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -7283377.000000 Penalty: 3564.109131
	Iteration 29Q: 3 clusters Score -7283377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7283380.000000 Penalty: 3564.109131
	Iteration 30Q: 3 clusters Score -7283380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7283378.500000 Penalty: 3564.109131
	Iteration 31Q: 3 clusters Score -7283378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7283378.000000 Penalty: 3564.109131
	Iteration 32Q: 3 clusters Score -7283378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7283378.000000 Penalty: 3564.109131
	Iteration 33F: 3 clusters Score -7283378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Entering Unmasked Estep 
Score: -12332147.000000 Penalty: 1858.872437
	Iteration 0F: 2 clusters Score -1.233215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -12276789.000000 Penalty: 3717.744873
	Iteration 0F: 3 clusters Score -1.227679e+07 nChanged 44318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -12302143.000000 Penalty: 3717.744873
	Iteration 1F: 3 clusters Score -1.230214e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -12302791.000000 Penalty: 3717.744873
	Iteration 2Q: 3 clusters Score -1.230279e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -12303538.000000 Penalty: 3717.744873
	Iteration 3Q: 3 clusters Score -1.230354e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -12304291.000000 Penalty: 3717.744873
	Iteration 4Q: 3 clusters Score -1.230429e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -12305145.000000 Penalty: 3717.744873
	Iteration 5Q: 3 clusters Score -1.230514e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -12306313.000000 Penalty: 3717.744873
	Iteration 6Q: 3 clusters Score -1.230631e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -12307778.000000 Penalty: 3717.744873
	Iteration 7Q: 3 clusters Score -1.230778e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -12309485.000000 Penalty: 3717.744873
	Iteration 8Q: 3 clusters Score -1.230948e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -12311479.000000 Penalty: 3717.744873
	Iteration 9Q: 3 clusters Score -1.231148e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -12313932.000000 Penalty: 3717.744873
	Iteration 10Q: 3 clusters Score -1.231393e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -12316929.000000 Penalty: 3717.744873
	Iteration 11F: 3 clusters Score -1.231693e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -12320018.000000 Penalty: 3717.744873
	Iteration 12F: 3 clusters Score -1.232002e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -12322459.000000 Penalty: 3717.744873
	Iteration 13Q: 3 clusters Score -1.232246e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -12323742.000000 Penalty: 3717.744873
	Iteration 14Q: 3 clusters Score -1.232374e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -12324374.000000 Penalty: 3717.744873
	Iteration 15Q: 3 clusters Score -1.232437e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -12324768.000000 Penalty: 3717.744873
	Iteration 16Q: 3 clusters Score -1.232477e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -12325037.000000 Penalty: 3717.744873
	Iteration 17Q: 3 clusters Score -1.232504e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -12325515.000000 Penalty: 3717.744873
	Iteration 18Q: 3 clusters Score -1.232552e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -12325825.000000 Penalty: 3717.744873
	Iteration 19Q: 3 clusters Score -1.232582e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -12326157.000000 Penalty: 3717.744873
	Iteration 20F: 3 clusters Score -1.232616e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -12326654.000000 Penalty: 3717.744873
	Iteration 21Q: 3 clusters Score -1.232665e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -12327043.000000 Penalty: 3717.744873
	Iteration 22Q: 3 clusters Score -1.232704e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -12327396.000000 Penalty: 3717.744873
	Iteration 23Q: 3 clusters Score -1.23274e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -12327871.000000 Penalty: 3717.744873
	Iteration 24Q: 3 clusters Score -1.232787e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -12328192.000000 Penalty: 3717.744873
	Iteration 25Q: 3 clusters Score -1.232819e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -12328606.000000 Penalty: 3717.744873
	Iteration 26Q: 3 clusters Score -1.232861e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -12328905.000000 Penalty: 3717.744873
	Iteration 27Q: 3 clusters Score -1.23289e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -12329209.000000 Penalty: 3717.744873
	Iteration 28Q: 3 clusters Score -1.232921e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -12329482.000000 Penalty: 3717.744873
	Iteration 29Q: 3 clusters Score -1.232948e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -12329767.000000 Penalty: 3717.744873
	Iteration 30Q: 3 clusters Score -1.232977e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -12329946.000000 Penalty: 3717.744873
	Iteration 31Q: 3 clusters Score -1.232995e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -12330074.000000 Penalty: 3717.744873
	Iteration 32Q: 3 clusters Score -1.233007e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -12330222.000000 Penalty: 3717.744873
	Iteration 33Q: 3 clusters Score -1.233022e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -12330307.000000 Penalty: 3717.744873
	Iteration 34Q: 3 clusters Score -1.233031e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -12330374.000000 Penalty: 3717.744873
	Iteration 35Q: 3 clusters Score -1.233037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -12330394.000000 Penalty: 3717.744873
	Iteration 36Q: 3 clusters Score -1.233039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -12330403.000000 Penalty: 3717.744873
	Iteration 37Q: 3 clusters Score -1.23304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -12330399.000000 Penalty: 3717.744873
	Iteration 38Q: 3 clusters Score -1.23304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -12330427.000000 Penalty: 3717.744873
	Iteration 39Q: 3 clusters Score -1.233043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -12330432.000000 Penalty: 3717.744873
	Iteration 40F: 3 clusters Score -1.233043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -12330462.000000 Penalty: 3717.744873
	Iteration 41Q: 3 clusters Score -1.233046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -12330463.000000 Penalty: 3717.744873
	Iteration 42Q: 3 clusters Score -1.233046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -12330473.000000 Penalty: 3717.744873
	Iteration 43Q: 3 clusters Score -1.233047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -12330475.000000 Penalty: 3717.744873
	Iteration 44Q: 3 clusters Score -1.233048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -12330477.000000 Penalty: 3717.744873
	Iteration 45Q: 3 clusters Score -1.233048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -12330488.000000 Penalty: 3717.744873
	Iteration 46Q: 3 clusters Score -1.233049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -12330487.000000 Penalty: 3717.744873
	Iteration 47Q: 3 clusters Score -1.233049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -12330487.000000 Penalty: 3717.744873
	Iteration 48F: 3 clusters Score -1.233049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Entering Unmasked Estep 
Score: -11456727.000000 Penalty: 1854.129639
	Iteration 0F: 2 clusters Score -1.145673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -11396784.000000 Penalty: 3708.259277
	Iteration 0F: 3 clusters Score -1.139678e+07 nChanged 43189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -11422234.000000 Penalty: 3708.259277
	Iteration 1F: 3 clusters Score -1.142223e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -11423561.000000 Penalty: 3708.259277
	Iteration 2Q: 3 clusters Score -1.142356e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -11425251.000000 Penalty: 3708.259277
	Iteration 3Q: 3 clusters Score -1.142525e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -11427631.000000 Penalty: 3708.259277
	Iteration 4F: 3 clusters Score -1.142763e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -11431098.000000 Penalty: 3708.259277
	Iteration 5F: 3 clusters Score -1.14311e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -11436026.000000 Penalty: 3708.259277
	Iteration 6F: 3 clusters Score -1.143603e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -11441055.000000 Penalty: 3708.259277
	Iteration 7F: 3 clusters Score -1.144106e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -11445179.000000 Penalty: 3708.259277
	Iteration 8F: 3 clusters Score -1.144518e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -11447500.000000 Penalty: 3708.259277
	Iteration 9Q: 3 clusters Score -1.14475e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -11448667.000000 Penalty: 3708.259277
	Iteration 10Q: 3 clusters Score -1.144867e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -11449359.000000 Penalty: 3708.259277
	Iteration 11Q: 3 clusters Score -1.144936e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -11449814.000000 Penalty: 3708.259277
	Iteration 12Q: 3 clusters Score -1.144981e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -11450365.000000 Penalty: 3708.259277
	Iteration 13Q: 3 clusters Score -1.145036e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -11450825.000000 Penalty: 3708.259277
	Iteration 14Q: 3 clusters Score -1.145082e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -11451304.000000 Penalty: 3708.259277
	Iteration 15Q: 3 clusters Score -1.14513e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -11451893.000000 Penalty: 3708.259277
	Iteration 16Q: 3 clusters Score -1.145189e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -11452353.000000 Penalty: 3708.259277
	Iteration 17Q: 3 clusters Score -1.145235e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -11452911.000000 Penalty: 3708.259277
	Iteration 18Q: 3 clusters Score -1.145291e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -11453362.000000 Penalty: 3708.259277
	Iteration 19Q: 3 clusters Score -1.145336e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11453730.000000 Penalty: 3708.259277
	Iteration 20F: 3 clusters Score -1.145373e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -11454110.000000 Penalty: 3708.259277
	Iteration 21Q: 3 clusters Score -1.145411e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -11454444.000000 Penalty: 3708.259277
	Iteration 22Q: 3 clusters Score -1.145444e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -11454735.000000 Penalty: 3708.259277
	Iteration 23Q: 3 clusters Score -1.145474e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -11454913.000000 Penalty: 3708.259277
	Iteration 24Q: 3 clusters Score -1.145491e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -11455086.000000 Penalty: 3708.259277
	Iteration 25Q: 3 clusters Score -1.145509e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -11455323.000000 Penalty: 3708.259277
	Iteration 26Q: 3 clusters Score -1.145532e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -11455537.000000 Penalty: 3708.259277
	Iteration 27Q: 3 clusters Score -1.145554e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -11455730.000000 Penalty: 3708.259277
	Iteration 28Q: 3 clusters Score -1.145573e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -11455948.000000 Penalty: 3708.259277
	Iteration 29Q: 3 clusters Score -1.145595e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -11456107.000000 Penalty: 3708.259277
	Iteration 30Q: 3 clusters Score -1.145611e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -11456239.000000 Penalty: 3708.259277
	Iteration 31Q: 3 clusters Score -1.145624e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -11456393.000000 Penalty: 3708.259277
	Iteration 32Q: 3 clusters Score -1.145639e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -11456527.000000 Penalty: 3708.259277
	Iteration 33Q: 3 clusters Score -1.145653e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -11456758.000000 Penalty: 3708.259277
	Iteration 34Q: 3 clusters Score -1.145676e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -11456909.000000 Penalty: 3708.259277
	Iteration 35Q: 3 clusters Score -1.145691e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -11457095.000000 Penalty: 3708.259277
	Iteration 36Q: 3 clusters Score -1.14571e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -11457216.000000 Penalty: 3708.259277
	Iteration 37Q: 3 clusters Score -1.145722e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -11457361.000000 Penalty: 3708.259277
	Iteration 38Q: 3 clusters Score -1.145736e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -11457495.000000 Penalty: 3708.259277
	Iteration 39Q: 3 clusters Score -1.14575e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -11457612.000000 Penalty: 3708.259277
	Iteration 40F: 3 clusters Score -1.145761e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -11457778.000000 Penalty: 3708.259277
	Iteration 41Q: 3 clusters Score -1.145778e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -11457865.000000 Penalty: 3708.259277
	Iteration 42Q: 3 clusters Score -1.145786e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -11457988.000000 Penalty: 3708.259277
	Iteration 43Q: 3 clusters Score -1.145799e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -11458138.000000 Penalty: 3708.259277
	Iteration 44Q: 3 clusters Score -1.145814e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -11458349.000000 Penalty: 3708.259277
	Iteration 45Q: 3 clusters Score -1.145835e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -11458543.000000 Penalty: 3708.259277
	Iteration 46Q: 3 clusters Score -1.145854e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -11458722.000000 Penalty: 3708.259277
	Iteration 47Q: 3 clusters Score -1.145872e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -11458943.000000 Penalty: 3708.259277
	Iteration 48Q: 3 clusters Score -1.145894e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -11459053.000000 Penalty: 3708.259277
	Iteration 49Q: 3 clusters Score -1.145905e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -11459222.000000 Penalty: 3708.259277
	Iteration 50Q: 3 clusters Score -1.145922e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -11459317.000000 Penalty: 3708.259277
	Iteration 51Q: 3 clusters Score -1.145932e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -11459481.000000 Penalty: 3708.259277
	Iteration 52Q: 3 clusters Score -1.145948e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -11459533.000000 Penalty: 3708.259277
	Iteration 53Q: 3 clusters Score -1.145953e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -11459595.000000 Penalty: 3708.259277
	Iteration 54Q: 3 clusters Score -1.14596e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -11459665.000000 Penalty: 3708.259277
	Iteration 55Q: 3 clusters Score -1.145966e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -11459708.000000 Penalty: 3708.259277
	Iteration 56Q: 3 clusters Score -1.145971e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -11459686.000000 Penalty: 3708.259277
	Iteration 57Q: 3 clusters Score -1.145969e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -11459710.000000 Penalty: 3708.259277
	Iteration 58Q: 3 clusters Score -1.145971e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -11459700.000000 Penalty: 3708.259277
	Iteration 59Q: 3 clusters Score -1.14597e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -11459707.000000 Penalty: 3708.259277
	Iteration 60F: 3 clusters Score -1.145971e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -11459727.000000 Penalty: 3708.259277
	Iteration 61Q: 3 clusters Score -1.145973e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -11459741.000000 Penalty: 3708.259277
	Iteration 62Q: 3 clusters Score -1.145974e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -11459757.000000 Penalty: 3708.259277
	Iteration 63Q: 3 clusters Score -1.145976e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -11459759.000000 Penalty: 3708.259277
	Iteration 64Q: 3 clusters Score -1.145976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -11459763.000000 Penalty: 3708.259277
	Iteration 65Q: 3 clusters Score -1.145976e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -11459771.000000 Penalty: 3708.259277
	Iteration 66Q: 3 clusters Score -1.145977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -11459755.000000 Penalty: 3708.259277
	Iteration 67Q: 3 clusters Score -1.145976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -11459756.000000 Penalty: 3708.259277
	Iteration 68Q: 3 clusters Score -1.145976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -11459747.000000 Penalty: 3708.259277
	Iteration 69Q: 3 clusters Score -1.145975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -11459748.000000 Penalty: 3708.259277
	Iteration 70Q: 3 clusters Score -1.145975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -11459760.000000 Penalty: 3708.259277
	Iteration 71Q: 3 clusters Score -1.145976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -11459757.000000 Penalty: 3708.259277
	Iteration 72Q: 3 clusters Score -1.145976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -11459766.000000 Penalty: 3708.259277
	Iteration 73Q: 3 clusters Score -1.145977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -11459766.000000 Penalty: 3708.259277
	Iteration 74Q: 3 clusters Score -1.145977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -11459764.000000 Penalty: 3708.259277
	Iteration 75Q: 3 clusters Score -1.145976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -11459763.000000 Penalty: 3708.259277
	Iteration 76Q: 3 clusters Score -1.145976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -11459763.000000 Penalty: 3708.259277
	Iteration 77Q: 3 clusters Score -1.145976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -11459765.000000 Penalty: 3708.259277
	Iteration 78Q: 3 clusters Score -1.145976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -11459761.000000 Penalty: 3708.259277
	Iteration 79Q: 3 clusters Score -1.145976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -11459760.000000 Penalty: 3708.259277
	Iteration 80F: 3 clusters Score -1.145976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -11459766.000000 Penalty: 3708.259277
	Iteration 81Q: 3 clusters Score -1.145977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -11459763.000000 Penalty: 3708.259277
	Iteration 82Q: 3 clusters Score -1.145976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -11459763.000000 Penalty: 3708.259277
	Iteration 83F: 3 clusters Score -1.145976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 91042 members 
Mstep: Class 11 contains 75087 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88493 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Entering Unmasked Estep 
Score: -127727608.000000 Penalty: 65108.277344
Splitting cluster 4 changes total score from -127726152.000000 to -127727608.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -1012452.937500 Penalty: 1459.971924
	Iteration 0F: 2 clusters Score -1012453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1006601.062500 Penalty: 2919.943848
	Iteration 0F: 3 clusters Score -1006601 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1008399.937500 Penalty: 2919.943848
	Iteration 1F: 3 clusters Score -1008400 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1008680.687500 Penalty: 2919.943848
	Iteration 2F: 3 clusters Score -1008681 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1008962.312500 Penalty: 2919.943848
	Iteration 3F: 3 clusters Score -1008962 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1009254.750000 Penalty: 2919.943848
	Iteration 4F: 3 clusters Score -1009255 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1009604.687500 Penalty: 2919.943848
	Iteration 5F: 3 clusters Score -1009605 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1009996.250000 Penalty: 2919.943848
	Iteration 6F: 3 clusters Score -1009996 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1010469.687500 Penalty: 2919.943848
	Iteration 7F: 3 clusters Score -1010470 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1011009.937500 Penalty: 2919.943848
	Iteration 8F: 3 clusters Score -1011010 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1011683.687500 Penalty: 2919.943848
	Iteration 9F: 3 clusters Score -1011684 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1012658.500000 Penalty: 2919.943848
	Iteration 10Q: 3 clusters Score -1012658 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1013470.562500 Penalty: 2919.943848
	Iteration 11Q: 3 clusters Score -1013471 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1013697.562500 Penalty: 2919.943848
	Iteration 12Q: 3 clusters Score -1013698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1013747.500000 Penalty: 2919.943848
	Iteration 13Q: 3 clusters Score -1013748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1013767.375000 Penalty: 2919.943848
	Iteration 14Q: 3 clusters Score -1013767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1013774.375000 Penalty: 2919.943848
	Iteration 15Q: 3 clusters Score -1013774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1013776.875000 Penalty: 2919.943848
	Iteration 16Q: 3 clusters Score -1013777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1013777.312500 Penalty: 2919.943848
	Iteration 17Q: 3 clusters Score -1013777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1013777.312500 Penalty: 2919.943848
	Iteration 18Q: 3 clusters Score -1013777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1013779.187500 Penalty: 2919.943848
	Iteration 19Q: 3 clusters Score -1013779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1013777.937500 Penalty: 2919.943848
	Iteration 20F: 3 clusters Score -1013778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1013778.937500 Penalty: 2919.943848
	Iteration 21Q: 3 clusters Score -1013779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1013778.937500 Penalty: 2919.943848
	Iteration 22F: 3 clusters Score -1013779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 91042 members 
Mstep: Class 11 contains 75087 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88493 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Entering Unmasked Estep 
Score: -127727984.000000 Penalty: 67353.390625
Splitting cluster 5 changes total score from -127726152.000000 to -127727984.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -678262.875000 Penalty: 1395.250977
	Iteration 0F: 2 clusters Score -678262.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -674071.000000 Penalty: 2790.501953
	Iteration 0F: 3 clusters Score -674071 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -675238.312500 Penalty: 2790.501953
	Iteration 1F: 3 clusters Score -675238.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -675440.500000 Penalty: 2790.501953
	Iteration 2F: 3 clusters Score -675440.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -675563.437500 Penalty: 2790.501953
	Iteration 3F: 3 clusters Score -675563.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -675657.437500 Penalty: 2790.501953
	Iteration 4Q: 3 clusters Score -675657.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -675741.125000 Penalty: 2790.501953
	Iteration 5Q: 3 clusters Score -675741.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -675821.875000 Penalty: 2790.501953
	Iteration 6Q: 3 clusters Score -675821.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -675913.562500 Penalty: 2790.501953
	Iteration 7Q: 3 clusters Score -675913.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -676014.625000 Penalty: 2790.501953
	Iteration 8Q: 3 clusters Score -676014.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -676106.250000 Penalty: 2790.501953
	Iteration 9Q: 3 clusters Score -676106.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -676196.000000 Penalty: 2790.501953
	Iteration 10Q: 3 clusters Score -676196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -676304.562500 Penalty: 2790.501953
	Iteration 11Q: 3 clusters Score -676304.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -676402.812500 Penalty: 2790.501953
	Iteration 12Q: 3 clusters Score -676402.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -676494.812500 Penalty: 2790.501953
	Iteration 13Q: 3 clusters Score -676494.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -676576.000000 Penalty: 2790.501953
	Iteration 14Q: 3 clusters Score -676576 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -676658.312500 Penalty: 2790.501953
	Iteration 15Q: 3 clusters Score -676658.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -676738.187500 Penalty: 2790.501953
	Iteration 16Q: 3 clusters Score -676738.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -676798.875000 Penalty: 2790.501953
	Iteration 17Q: 3 clusters Score -676798.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -676842.375000 Penalty: 2790.501953
	Iteration 18Q: 3 clusters Score -676842.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -676887.000000 Penalty: 2790.501953
	Iteration 19Q: 3 clusters Score -676887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -676927.187500 Penalty: 2790.501953
	Iteration 20F: 3 clusters Score -676927.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -676958.625000 Penalty: 2790.501953
	Iteration 21Q: 3 clusters Score -676958.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -676975.937500 Penalty: 2790.501953
	Iteration 22Q: 3 clusters Score -676975.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -676999.687500 Penalty: 2790.501953
	Iteration 23Q: 3 clusters Score -676999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -677015.187500 Penalty: 2790.501953
	Iteration 24Q: 3 clusters Score -677015.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -677033.187500 Penalty: 2790.501953
	Iteration 25Q: 3 clusters Score -677033.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -677051.875000 Penalty: 2790.501953
	Iteration 26Q: 3 clusters Score -677051.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -677068.812500 Penalty: 2790.501953
	Iteration 27Q: 3 clusters Score -677068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -677075.937500 Penalty: 2790.501953
	Iteration 28Q: 3 clusters Score -677075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -677087.875000 Penalty: 2790.501953
	Iteration 29Q: 3 clusters Score -677087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -677092.062500 Penalty: 2790.501953
	Iteration 30Q: 3 clusters Score -677092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -677095.375000 Penalty: 2790.501953
	Iteration 31Q: 3 clusters Score -677095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -677099.812500 Penalty: 2790.501953
	Iteration 32Q: 3 clusters Score -677099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -677102.187500 Penalty: 2790.501953
	Iteration 33Q: 3 clusters Score -677102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -677102.687500 Penalty: 2790.501953
	Iteration 34Q: 3 clusters Score -677102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -677103.687500 Penalty: 2790.501953
	Iteration 35Q: 3 clusters Score -677103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -677105.875000 Penalty: 2790.501953
	Iteration 36Q: 3 clusters Score -677105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -677107.375000 Penalty: 2790.501953
	Iteration 37Q: 3 clusters Score -677107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -677110.687500 Penalty: 2790.501953
	Iteration 38Q: 3 clusters Score -677110.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -677115.750000 Penalty: 2790.501953
	Iteration 39Q: 3 clusters Score -677115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -677120.812500 Penalty: 2790.501953
	Iteration 40F: 3 clusters Score -677120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -677126.187500 Penalty: 2790.501953
	Iteration 41Q: 3 clusters Score -677126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -677128.312500 Penalty: 2790.501953
	Iteration 42Q: 3 clusters Score -677128.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -677131.437500 Penalty: 2790.501953
	Iteration 43Q: 3 clusters Score -677131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -677131.562500 Penalty: 2790.501953
	Iteration 44Q: 3 clusters Score -677131.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -677131.562500 Penalty: 2790.501953
	Iteration 45F: 3 clusters Score -677131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1800925.000000 Penalty: 1564.678101
	Iteration 0F: 2 clusters Score -1800925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1790324.000000 Penalty: 3129.356201
	Iteration 0F: 3 clusters Score -1790324 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1794425.500000 Penalty: 3129.356201
	Iteration 1F: 3 clusters Score -1794426 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1795276.250000 Penalty: 3129.356201
	Iteration 2F: 3 clusters Score -1795276 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1796214.625000 Penalty: 3129.356201
	Iteration 3F: 3 clusters Score -1796215 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1797124.750000 Penalty: 3129.356201
	Iteration 4F: 3 clusters Score -1797125 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1797906.750000 Penalty: 3129.356201
	Iteration 5F: 3 clusters Score -1797907 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1798534.625000 Penalty: 3129.356201
	Iteration 6F: 3 clusters Score -1798535 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1798887.500000 Penalty: 3129.356201
	Iteration 7Q: 3 clusters Score -1798888 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1799079.875000 Penalty: 3129.356201
	Iteration 8Q: 3 clusters Score -1799080 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1799193.875000 Penalty: 3129.356201
	Iteration 9Q: 3 clusters Score -1799194 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1799267.375000 Penalty: 3129.356201
	Iteration 10Q: 3 clusters Score -1799267 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1799314.750000 Penalty: 3129.356201
	Iteration 11Q: 3 clusters Score -1799315 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1799358.500000 Penalty: 3129.356201
	Iteration 12Q: 3 clusters Score -1799358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1799394.000000 Penalty: 3129.356201
	Iteration 13Q: 3 clusters Score -1799394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1799427.000000 Penalty: 3129.356201
	Iteration 14Q: 3 clusters Score -1799427 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1799450.500000 Penalty: 3129.356201
	Iteration 15Q: 3 clusters Score -1799450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1799470.625000 Penalty: 3129.356201
	Iteration 16Q: 3 clusters Score -1799471 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1799483.000000 Penalty: 3129.356201
	Iteration 17Q: 3 clusters Score -1799483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1799505.000000 Penalty: 3129.356201
	Iteration 18Q: 3 clusters Score -1799505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1799516.375000 Penalty: 3129.356201
	Iteration 19Q: 3 clusters Score -1799516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1799536.000000 Penalty: 3129.356201
	Iteration 20F: 3 clusters Score -1799536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1799562.750000 Penalty: 3129.356201
	Iteration 21Q: 3 clusters Score -1799563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1799586.250000 Penalty: 3129.356201
	Iteration 22Q: 3 clusters Score -1799586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1799615.375000 Penalty: 3129.356201
	Iteration 23Q: 3 clusters Score -1799615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1799647.125000 Penalty: 3129.356201
	Iteration 24Q: 3 clusters Score -1799647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1799681.750000 Penalty: 3129.356201
	Iteration 25Q: 3 clusters Score -1799682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1799714.500000 Penalty: 3129.356201
	Iteration 26Q: 3 clusters Score -1799714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1799740.750000 Penalty: 3129.356201
	Iteration 27Q: 3 clusters Score -1799741 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1799776.250000 Penalty: 3129.356201
	Iteration 28Q: 3 clusters Score -1799776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1799805.500000 Penalty: 3129.356201
	Iteration 29Q: 3 clusters Score -1799806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1799840.875000 Penalty: 3129.356201
	Iteration 30Q: 3 clusters Score -1799841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1799882.625000 Penalty: 3129.356201
	Iteration 31Q: 3 clusters Score -1799883 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1799917.375000 Penalty: 3129.356201
	Iteration 32Q: 3 clusters Score -1799917 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1799960.125000 Penalty: 3129.356201
	Iteration 33Q: 3 clusters Score -1799960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1800003.000000 Penalty: 3129.356201
	Iteration 34Q: 3 clusters Score -1800003 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1800046.625000 Penalty: 3129.356201
	Iteration 35Q: 3 clusters Score -1800047 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1800093.375000 Penalty: 3129.356201
	Iteration 36Q: 3 clusters Score -1800093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1800123.625000 Penalty: 3129.356201
	Iteration 37Q: 3 clusters Score -1800124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1800150.500000 Penalty: 3129.356201
	Iteration 38Q: 3 clusters Score -1800150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1800182.750000 Penalty: 3129.356201
	Iteration 39Q: 3 clusters Score -1800183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1800210.375000 Penalty: 3129.356201
	Iteration 40F: 3 clusters Score -1800210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1800230.625000 Penalty: 3129.356201
	Iteration 41Q: 3 clusters Score -1800231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1800249.375000 Penalty: 3129.356201
	Iteration 42Q: 3 clusters Score -1800249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1800280.750000 Penalty: 3129.356201
	Iteration 43Q: 3 clusters Score -1800281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1800295.750000 Penalty: 3129.356201
	Iteration 44Q: 3 clusters Score -1800296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1800310.375000 Penalty: 3129.356201
	Iteration 45Q: 3 clusters Score -1800310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1800319.500000 Penalty: 3129.356201
	Iteration 46Q: 3 clusters Score -1800320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1800330.250000 Penalty: 3129.356201
	Iteration 47Q: 3 clusters Score -1800330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1800341.000000 Penalty: 3129.356201
	Iteration 48Q: 3 clusters Score -1800341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1800349.875000 Penalty: 3129.356201
	Iteration 49Q: 3 clusters Score -1800350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1800358.000000 Penalty: 3129.356201
	Iteration 50Q: 3 clusters Score -1800358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1800364.500000 Penalty: 3129.356201
	Iteration 51Q: 3 clusters Score -1800364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1800370.000000 Penalty: 3129.356201
	Iteration 52Q: 3 clusters Score -1800370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1800386.375000 Penalty: 3129.356201
	Iteration 53Q: 3 clusters Score -1800386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1800390.250000 Penalty: 3129.356201
	Iteration 54Q: 3 clusters Score -1800390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1800390.875000 Penalty: 3129.356201
	Iteration 55Q: 3 clusters Score -1800391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1800398.125000 Penalty: 3129.356201
	Iteration 56Q: 3 clusters Score -1800398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1800408.250000 Penalty: 3129.356201
	Iteration 57Q: 3 clusters Score -1800408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1800410.875000 Penalty: 3129.356201
	Iteration 58Q: 3 clusters Score -1800411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1800411.375000 Penalty: 3129.356201
	Iteration 59Q: 3 clusters Score -1800411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1800413.500000 Penalty: 3129.356201
	Iteration 60F: 3 clusters Score -1800414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1800419.375000 Penalty: 3129.356201
	Iteration 61Q: 3 clusters Score -1800419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1800419.500000 Penalty: 3129.356201
	Iteration 62Q: 3 clusters Score -1800420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1800420.250000 Penalty: 3129.356201
	Iteration 63Q: 3 clusters Score -1800420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1800424.375000 Penalty: 3129.356201
	Iteration 64Q: 3 clusters Score -1800424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1800426.500000 Penalty: 3129.356201
	Iteration 65Q: 3 clusters Score -1800426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1800428.375000 Penalty: 3129.356201
	Iteration 66Q: 3 clusters Score -1800428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1800429.375000 Penalty: 3129.356201
	Iteration 67Q: 3 clusters Score -1800429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1800430.250000 Penalty: 3129.356201
	Iteration 68Q: 3 clusters Score -1800430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1800429.500000 Penalty: 3129.356201
	Iteration 69Q: 3 clusters Score -1800430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1800429.125000 Penalty: 3129.356201
	Iteration 70Q: 3 clusters Score -1800429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1800430.250000 Penalty: 3129.356201
	Iteration 71Q: 3 clusters Score -1800430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1800431.125000 Penalty: 3129.356201
	Iteration 72Q: 3 clusters Score -1800431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1800434.000000 Penalty: 3129.356201
	Iteration 73Q: 3 clusters Score -1800434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1800436.875000 Penalty: 3129.356201
	Iteration 74Q: 3 clusters Score -1800437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1800438.000000 Penalty: 3129.356201
	Iteration 75Q: 3 clusters Score -1800438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1800438.750000 Penalty: 3129.356201
	Iteration 76Q: 3 clusters Score -1800439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1800444.250000 Penalty: 3129.356201
	Iteration 77Q: 3 clusters Score -1800444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1800439.125000 Penalty: 3129.356201
	Iteration 78Q: 3 clusters Score -1800439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1800441.875000 Penalty: 3129.356201
	Iteration 79Q: 3 clusters Score -1800442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1800443.000000 Penalty: 3129.356201
	Iteration 80F: 3 clusters Score -1800443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1800444.750000 Penalty: 3129.356201
	Iteration 81Q: 3 clusters Score -1800445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1800444.750000 Penalty: 3129.356201
	Iteration 82Q: 3 clusters Score -1800445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1800446.125000 Penalty: 3129.356201
	Iteration 83Q: 3 clusters Score -1800446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1800443.500000 Penalty: 3129.356201
	Iteration 84Q: 3 clusters Score -1800444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1800445.500000 Penalty: 3129.356201
	Iteration 85Q: 3 clusters Score -1800446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1800445.500000 Penalty: 3129.356201
	Iteration 86F: 3 clusters Score -1800446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Entering Unmasked Estep 
Score: -11873768.000000 Penalty: 1854.279053
	Iteration 0F: 2 clusters Score -1.187377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -11817618.000000 Penalty: 3708.558105
	Iteration 0F: 3 clusters Score -1.181762e+07 nChanged 43008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -11843776.000000 Penalty: 3708.558105
	Iteration 1F: 3 clusters Score -1.184378e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -11846308.000000 Penalty: 3708.558105
	Iteration 2F: 3 clusters Score -1.184631e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -11850296.000000 Penalty: 3708.558105
	Iteration 3F: 3 clusters Score -1.18503e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -11855948.000000 Penalty: 3708.558105
	Iteration 4F: 3 clusters Score -1.185595e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -11862880.000000 Penalty: 3708.558105
	Iteration 5F: 3 clusters Score -1.186288e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -11869307.000000 Penalty: 3708.558105
	Iteration 6F: 3 clusters Score -1.186931e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -11872340.000000 Penalty: 3708.558105
	Iteration 7Q: 3 clusters Score -1.187234e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -11872992.000000 Penalty: 3708.558105
	Iteration 8Q: 3 clusters Score -1.187299e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -11873174.000000 Penalty: 3708.558105
	Iteration 9Q: 3 clusters Score -1.187317e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -11873229.000000 Penalty: 3708.558105
	Iteration 10Q: 3 clusters Score -1.187323e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -11873400.000000 Penalty: 3708.558105
	Iteration 11Q: 3 clusters Score -1.18734e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -11873379.000000 Penalty: 3708.558105
	Iteration 12Q: 3 clusters Score -1.187338e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -11873446.000000 Penalty: 3708.558105
	Iteration 13Q: 3 clusters Score -1.187345e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -11873483.000000 Penalty: 3708.558105
	Iteration 14Q: 3 clusters Score -1.187348e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -11873519.000000 Penalty: 3708.558105
	Iteration 15Q: 3 clusters Score -1.187352e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -11873486.000000 Penalty: 3708.558105
	Iteration 16Q: 3 clusters Score -1.187349e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -11873523.000000 Penalty: 3708.558105
	Iteration 17Q: 3 clusters Score -1.187352e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -11873495.000000 Penalty: 3708.558105
	Iteration 18Q: 3 clusters Score -1.18735e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -11873521.000000 Penalty: 3708.558105
	Iteration 19Q: 3 clusters Score -1.187352e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -11873531.000000 Penalty: 3708.558105
	Iteration 20F: 3 clusters Score -1.187353e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -11873533.000000 Penalty: 3708.558105
	Iteration 21Q: 3 clusters Score -1.187353e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -11873568.000000 Penalty: 3708.558105
	Iteration 22Q: 3 clusters Score -1.187357e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -11873547.000000 Penalty: 3708.558105
	Iteration 23Q: 3 clusters Score -1.187355e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -11873562.000000 Penalty: 3708.558105
	Iteration 24Q: 3 clusters Score -1.187356e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -11873570.000000 Penalty: 3708.558105
	Iteration 25Q: 3 clusters Score -1.187357e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -11873552.000000 Penalty: 3708.558105
	Iteration 26Q: 3 clusters Score -1.187355e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -11873555.000000 Penalty: 3708.558105
	Iteration 27Q: 3 clusters Score -1.187356e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -11873602.000000 Penalty: 3708.558105
	Iteration 28Q: 3 clusters Score -1.18736e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -11873618.000000 Penalty: 3708.558105
	Iteration 29Q: 3 clusters Score -1.187362e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -11873637.000000 Penalty: 3708.558105
	Iteration 30Q: 3 clusters Score -1.187364e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -11873593.000000 Penalty: 3708.558105
	Iteration 31Q: 3 clusters Score -1.187359e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -11873593.000000 Penalty: 3708.558105
	Iteration 32Q: 3 clusters Score -1.187359e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -11873633.000000 Penalty: 3708.558105
	Iteration 33Q: 3 clusters Score -1.187363e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -11873661.000000 Penalty: 3708.558105
	Iteration 34Q: 3 clusters Score -1.187366e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -11873676.000000 Penalty: 3708.558105
	Iteration 35Q: 3 clusters Score -1.187368e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -11873625.000000 Penalty: 3708.558105
	Iteration 36Q: 3 clusters Score -1.187362e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -11873625.000000 Penalty: 3708.558105
	Iteration 37Q: 3 clusters Score -1.187362e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -11873634.000000 Penalty: 3708.558105
	Iteration 38Q: 3 clusters Score -1.187363e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -11873610.000000 Penalty: 3708.558105
	Iteration 39Q: 3 clusters Score -1.187361e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -11873610.000000 Penalty: 3708.558105
	Iteration 40F: 3 clusters Score -1.187361e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -11873582.000000 Penalty: 3708.558105
	Iteration 41Q: 3 clusters Score -1.187358e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -11873569.000000 Penalty: 3708.558105
	Iteration 42Q: 3 clusters Score -1.187357e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -11873579.000000 Penalty: 3708.558105
	Iteration 43Q: 3 clusters Score -1.187358e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -11873582.000000 Penalty: 3708.558105
	Iteration 44Q: 3 clusters Score -1.187358e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -11873561.000000 Penalty: 3708.558105
	Iteration 45Q: 3 clusters Score -1.187356e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -11873564.000000 Penalty: 3708.558105
	Iteration 46Q: 3 clusters Score -1.187356e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -11873555.000000 Penalty: 3708.558105
	Iteration 47Q: 3 clusters Score -1.187356e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -11873543.000000 Penalty: 3708.558105
	Iteration 48Q: 3 clusters Score -1.187354e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -11873531.000000 Penalty: 3708.558105
	Iteration 49Q: 3 clusters Score -1.187353e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -11873525.000000 Penalty: 3708.558105
	Iteration 50Q: 3 clusters Score -1.187352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -11873554.000000 Penalty: 3708.558105
	Iteration 51Q: 3 clusters Score -1.187355e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -11873552.000000 Penalty: 3708.558105
	Iteration 52Q: 3 clusters Score -1.187355e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -11873551.000000 Penalty: 3708.558105
	Iteration 53Q: 3 clusters Score -1.187355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -11873550.000000 Penalty: 3708.558105
	Iteration 54Q: 3 clusters Score -1.187355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -11873541.000000 Penalty: 3708.558105
	Iteration 55Q: 3 clusters Score -1.187354e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -11873542.000000 Penalty: 3708.558105
	Iteration 56Q: 3 clusters Score -1.187354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -11873552.000000 Penalty: 3708.558105
	Iteration 57Q: 3 clusters Score -1.187355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -11873565.000000 Penalty: 3708.558105
	Iteration 58Q: 3 clusters Score -1.187356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -11873559.000000 Penalty: 3708.558105
	Iteration 59Q: 3 clusters Score -1.187356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -11873542.000000 Penalty: 3708.558105
	Iteration 60F: 3 clusters Score -1.187354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -11873532.000000 Penalty: 3708.558105
	Iteration 61Q: 3 clusters Score -1.187353e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -11873529.000000 Penalty: 3708.558105
	Iteration 62Q: 3 clusters Score -1.187353e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -11873536.000000 Penalty: 3708.558105
	Iteration 63Q: 3 clusters Score -1.187354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -11873520.000000 Penalty: 3708.558105
	Iteration 64Q: 3 clusters Score -1.187352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -11873520.000000 Penalty: 3708.558105
	Iteration 65Q: 3 clusters Score -1.187352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -11873524.000000 Penalty: 3708.558105
	Iteration 66Q: 3 clusters Score -1.187352e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -11873539.000000 Penalty: 3708.558105
	Iteration 67Q: 3 clusters Score -1.187354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -11873544.000000 Penalty: 3708.558105
	Iteration 68Q: 3 clusters Score -1.187354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -11873533.000000 Penalty: 3708.558105
	Iteration 69Q: 3 clusters Score -1.187353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -11873536.000000 Penalty: 3708.558105
	Iteration 70Q: 3 clusters Score -1.187354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -11873528.000000 Penalty: 3708.558105
	Iteration 71Q: 3 clusters Score -1.187353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -11873515.000000 Penalty: 3708.558105
	Iteration 72Q: 3 clusters Score -1.187352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -11873518.000000 Penalty: 3708.558105
	Iteration 73Q: 3 clusters Score -1.187352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -11873527.000000 Penalty: 3708.558105
	Iteration 74Q: 3 clusters Score -1.187353e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -11873531.000000 Penalty: 3708.558105
	Iteration 75Q: 3 clusters Score -1.187353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -11873530.000000 Penalty: 3708.558105
	Iteration 76Q: 3 clusters Score -1.187353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -11873527.000000 Penalty: 3708.558105
	Iteration 77Q: 3 clusters Score -1.187353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -11873527.000000 Penalty: 3708.558105
	Iteration 78Q: 3 clusters Score -1.187353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -11873532.000000 Penalty: 3708.558105
	Iteration 79Q: 3 clusters Score -1.187353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -11873526.000000 Penalty: 3708.558105
	Iteration 80F: 3 clusters Score -1.187353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -11873532.000000 Penalty: 3708.558105
	Iteration 81Q: 3 clusters Score -1.187353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -11873544.000000 Penalty: 3708.558105
	Iteration 82Q: 3 clusters Score -1.187354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -11873531.000000 Penalty: 3708.558105
	Iteration 83Q: 3 clusters Score -1.187353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -11873538.000000 Penalty: 3708.558105
	Iteration 84Q: 3 clusters Score -1.187354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -11873518.000000 Penalty: 3708.558105
	Iteration 85Q: 3 clusters Score -1.187352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -11873525.000000 Penalty: 3708.558105
	Iteration 86Q: 3 clusters Score -1.187352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -11873532.000000 Penalty: 3708.558105
	Iteration 87Q: 3 clusters Score -1.187353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -11873530.000000 Penalty: 3708.558105
	Iteration 88Q: 3 clusters Score -1.187353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -11873546.000000 Penalty: 3708.558105
	Iteration 89Q: 3 clusters Score -1.187355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -11873536.000000 Penalty: 3708.558105
	Iteration 90Q: 3 clusters Score -1.187354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -11873528.000000 Penalty: 3708.558105
	Iteration 91Q: 3 clusters Score -1.187353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -11873537.000000 Penalty: 3708.558105
	Iteration 92Q: 3 clusters Score -1.187354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -11873511.000000 Penalty: 3708.558105
	Iteration 93Q: 3 clusters Score -1.187351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -11873507.000000 Penalty: 3708.558105
	Iteration 94Q: 3 clusters Score -1.187351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -11873511.000000 Penalty: 3708.558105
	Iteration 95Q: 3 clusters Score -1.187351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -11873492.000000 Penalty: 3708.558105
	Iteration 96Q: 3 clusters Score -1.187349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11873503.000000 Penalty: 3708.558105
	Iteration 97Q: 3 clusters Score -1.18735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -11873507.000000 Penalty: 3708.558105
	Iteration 98Q: 3 clusters Score -1.187351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -11873502.000000 Penalty: 3708.558105
	Iteration 99Q: 3 clusters Score -1.18735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -11873505.000000 Penalty: 3708.558105
	Iteration 100F: 3 clusters Score -1.18735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -11873504.000000 Penalty: 3708.558105
	Iteration 101Q: 3 clusters Score -1.18735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -11873507.000000 Penalty: 3708.558105
	Iteration 102Q: 3 clusters Score -1.187351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -11873498.000000 Penalty: 3708.558105
	Iteration 103Q: 3 clusters Score -1.18735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -11873502.000000 Penalty: 3708.558105
	Iteration 104Q: 3 clusters Score -1.18735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -11873514.000000 Penalty: 3708.558105
	Iteration 105Q: 3 clusters Score -1.187351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -11873510.000000 Penalty: 3708.558105
	Iteration 106Q: 3 clusters Score -1.187351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -11873495.000000 Penalty: 3708.558105
	Iteration 107Q: 3 clusters Score -1.18735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -11873501.000000 Penalty: 3708.558105
	Iteration 108Q: 3 clusters Score -1.18735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -11873501.000000 Penalty: 3708.558105
	Iteration 109Q: 3 clusters Score -1.18735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -11873495.000000 Penalty: 3708.558105
	Iteration 110Q: 3 clusters Score -1.18735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -11873494.000000 Penalty: 3708.558105
	Iteration 111Q: 3 clusters Score -1.187349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -11873494.000000 Penalty: 3708.558105
	Iteration 112Q: 3 clusters Score -1.187349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -11873494.000000 Penalty: 3708.558105
	Iteration 113F: 3 clusters Score -1.187349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Entering Unmasked Estep 
Score: -2719966.500000 Penalty: 1622.071045
	Iteration 0F: 2 clusters Score -2719966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2705349.250000 Penalty: 3244.142090
	Iteration 0F: 3 clusters Score -2705349 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2710542.000000 Penalty: 3244.142090
	Iteration 1F: 3 clusters Score -2710542 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2710854.500000 Penalty: 3244.142090
	Iteration 2Q: 3 clusters Score -2710854 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2711126.500000 Penalty: 3244.142090
	Iteration 3Q: 3 clusters Score -2711126 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2711376.000000 Penalty: 3244.142090
	Iteration 4Q: 3 clusters Score -2711376 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2711617.250000 Penalty: 3244.142090
	Iteration 5Q: 3 clusters Score -2711617 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2711974.000000 Penalty: 3244.142090
	Iteration 6Q: 3 clusters Score -2711974 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2712471.750000 Penalty: 3244.142090
	Iteration 7Q: 3 clusters Score -2712472 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2713201.750000 Penalty: 3244.142090
	Iteration 8F: 3 clusters Score -2713202 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2714316.750000 Penalty: 3244.142090
	Iteration 9F: 3 clusters Score -2714317 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2715716.000000 Penalty: 3244.142090
	Iteration 10F: 3 clusters Score -2715716 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2716993.750000 Penalty: 3244.142090
	Iteration 11F: 3 clusters Score -2716994 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2717798.250000 Penalty: 3244.142090
	Iteration 12Q: 3 clusters Score -2717798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2718168.500000 Penalty: 3244.142090
	Iteration 13Q: 3 clusters Score -2718168 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2718343.250000 Penalty: 3244.142090
	Iteration 14Q: 3 clusters Score -2718343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2718417.750000 Penalty: 3244.142090
	Iteration 15Q: 3 clusters Score -2718418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2718455.500000 Penalty: 3244.142090
	Iteration 16Q: 3 clusters Score -2718456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2718486.500000 Penalty: 3244.142090
	Iteration 17Q: 3 clusters Score -2718486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2718526.750000 Penalty: 3244.142090
	Iteration 18Q: 3 clusters Score -2718527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2718543.250000 Penalty: 3244.142090
	Iteration 19Q: 3 clusters Score -2718543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2718553.250000 Penalty: 3244.142090
	Iteration 20F: 3 clusters Score -2718553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2718560.500000 Penalty: 3244.142090
	Iteration 21Q: 3 clusters Score -2718560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2718568.000000 Penalty: 3244.142090
	Iteration 22Q: 3 clusters Score -2718568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2718571.500000 Penalty: 3244.142090
	Iteration 23Q: 3 clusters Score -2718572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2718582.500000 Penalty: 3244.142090
	Iteration 24Q: 3 clusters Score -2718582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2718585.500000 Penalty: 3244.142090
	Iteration 25Q: 3 clusters Score -2718586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2718586.250000 Penalty: 3244.142090
	Iteration 26Q: 3 clusters Score -2718586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2718586.750000 Penalty: 3244.142090
	Iteration 27Q: 3 clusters Score -2718587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2718586.750000 Penalty: 3244.142090
	Iteration 28F: 3 clusters Score -2718587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Entering Unmasked Estep 
Score: -12084327.000000 Penalty: 1855.599854
	Iteration 0F: 2 clusters Score -1.208433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -12028950.000000 Penalty: 3711.199707
	Iteration 0F: 3 clusters Score -1.202895e+07 nChanged 43624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -12054236.000000 Penalty: 3711.199707
	Iteration 1F: 3 clusters Score -1.205424e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -12055110.000000 Penalty: 3711.199707
	Iteration 2Q: 3 clusters Score -1.205511e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -12056006.000000 Penalty: 3711.199707
	Iteration 3Q: 3 clusters Score -1.205601e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -12057369.000000 Penalty: 3711.199707
	Iteration 4Q: 3 clusters Score -1.205737e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -12059596.000000 Penalty: 3711.199707
	Iteration 5Q: 3 clusters Score -1.20596e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -12062699.000000 Penalty: 3711.199707
	Iteration 6F: 3 clusters Score -1.20627e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -12066792.000000 Penalty: 3711.199707
	Iteration 7F: 3 clusters Score -1.206679e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -12071126.000000 Penalty: 3711.199707
	Iteration 8F: 3 clusters Score -1.207113e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -12074023.000000 Penalty: 3711.199707
	Iteration 9F: 3 clusters Score -1.207402e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -12075507.000000 Penalty: 3711.199707
	Iteration 10Q: 3 clusters Score -1.207551e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -12076364.000000 Penalty: 3711.199707
	Iteration 11Q: 3 clusters Score -1.207636e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -12076982.000000 Penalty: 3711.199707
	Iteration 12Q: 3 clusters Score -1.207698e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -12077691.000000 Penalty: 3711.199707
	Iteration 13Q: 3 clusters Score -1.207769e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -12078427.000000 Penalty: 3711.199707
	Iteration 14Q: 3 clusters Score -1.207843e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -12079128.000000 Penalty: 3711.199707
	Iteration 15Q: 3 clusters Score -1.207913e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -12079812.000000 Penalty: 3711.199707
	Iteration 16Q: 3 clusters Score -1.207981e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -12080525.000000 Penalty: 3711.199707
	Iteration 17Q: 3 clusters Score -1.208052e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -12081177.000000 Penalty: 3711.199707
	Iteration 18Q: 3 clusters Score -1.208118e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -12081828.000000 Penalty: 3711.199707
	Iteration 19Q: 3 clusters Score -1.208183e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -12082490.000000 Penalty: 3711.199707
	Iteration 20F: 3 clusters Score -1.208249e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -12082999.000000 Penalty: 3711.199707
	Iteration 21Q: 3 clusters Score -1.2083e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -12083646.000000 Penalty: 3711.199707
	Iteration 22Q: 3 clusters Score -1.208365e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -12084221.000000 Penalty: 3711.199707
	Iteration 23Q: 3 clusters Score -1.208422e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -12084733.000000 Penalty: 3711.199707
	Iteration 24Q: 3 clusters Score -1.208473e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -12085256.000000 Penalty: 3711.199707
	Iteration 25Q: 3 clusters Score -1.208526e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -12085676.000000 Penalty: 3711.199707
	Iteration 26Q: 3 clusters Score -1.208568e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -12085920.000000 Penalty: 3711.199707
	Iteration 27Q: 3 clusters Score -1.208592e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -12086094.000000 Penalty: 3711.199707
	Iteration 28Q: 3 clusters Score -1.208609e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -12086181.000000 Penalty: 3711.199707
	Iteration 29Q: 3 clusters Score -1.208618e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -12086256.000000 Penalty: 3711.199707
	Iteration 30Q: 3 clusters Score -1.208626e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -12086334.000000 Penalty: 3711.199707
	Iteration 31Q: 3 clusters Score -1.208633e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -12086389.000000 Penalty: 3711.199707
	Iteration 32Q: 3 clusters Score -1.208639e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -12086415.000000 Penalty: 3711.199707
	Iteration 33Q: 3 clusters Score -1.208642e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -12086412.000000 Penalty: 3711.199707
	Iteration 34Q: 3 clusters Score -1.208641e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -12086390.000000 Penalty: 3711.199707
	Iteration 35Q: 3 clusters Score -1.208639e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -12086369.000000 Penalty: 3711.199707
	Iteration 36Q: 3 clusters Score -1.208637e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -12086377.000000 Penalty: 3711.199707
	Iteration 37Q: 3 clusters Score -1.208638e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -12086399.000000 Penalty: 3711.199707
	Iteration 38Q: 3 clusters Score -1.20864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -12086401.000000 Penalty: 3711.199707
	Iteration 39Q: 3 clusters Score -1.20864e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -12086399.000000 Penalty: 3711.199707
	Iteration 40F: 3 clusters Score -1.20864e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -12086415.000000 Penalty: 3711.199707
	Iteration 41Q: 3 clusters Score -1.208642e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -12086403.000000 Penalty: 3711.199707
	Iteration 42Q: 3 clusters Score -1.20864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -12086396.000000 Penalty: 3711.199707
	Iteration 43Q: 3 clusters Score -1.20864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -12086392.000000 Penalty: 3711.199707
	Iteration 44Q: 3 clusters Score -1.208639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -12086366.000000 Penalty: 3711.199707
	Iteration 45Q: 3 clusters Score -1.208637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -12086357.000000 Penalty: 3711.199707
	Iteration 46Q: 3 clusters Score -1.208636e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -12086359.000000 Penalty: 3711.199707
	Iteration 47Q: 3 clusters Score -1.208636e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -12086348.000000 Penalty: 3711.199707
	Iteration 48Q: 3 clusters Score -1.208635e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -12086332.000000 Penalty: 3711.199707
	Iteration 49Q: 3 clusters Score -1.208633e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -12086322.000000 Penalty: 3711.199707
	Iteration 50Q: 3 clusters Score -1.208632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -12086309.000000 Penalty: 3711.199707
	Iteration 51Q: 3 clusters Score -1.208631e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -12086310.000000 Penalty: 3711.199707
	Iteration 52Q: 3 clusters Score -1.208631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -12086312.000000 Penalty: 3711.199707
	Iteration 53Q: 3 clusters Score -1.208631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -12086333.000000 Penalty: 3711.199707
	Iteration 54Q: 3 clusters Score -1.208633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -12086325.000000 Penalty: 3711.199707
	Iteration 55Q: 3 clusters Score -1.208632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -12086340.000000 Penalty: 3711.199707
	Iteration 56Q: 3 clusters Score -1.208634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -12086348.000000 Penalty: 3711.199707
	Iteration 57Q: 3 clusters Score -1.208635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -12086328.000000 Penalty: 3711.199707
	Iteration 58Q: 3 clusters Score -1.208633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -12086327.000000 Penalty: 3711.199707
	Iteration 59Q: 3 clusters Score -1.208633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -12086332.000000 Penalty: 3711.199707
	Iteration 60F: 3 clusters Score -1.208633e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -12086301.000000 Penalty: 3711.199707
	Iteration 61Q: 3 clusters Score -1.20863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -12086285.000000 Penalty: 3711.199707
	Iteration 62Q: 3 clusters Score -1.208628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -12086296.000000 Penalty: 3711.199707
	Iteration 63Q: 3 clusters Score -1.20863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -12086280.000000 Penalty: 3711.199707
	Iteration 64Q: 3 clusters Score -1.208628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
Score: -12086262.000000 Penalty: 3711.199707
	Iteration 65Q: 3 clusters Score -1.208626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -12086284.000000 Penalty: 3711.199707
	Iteration 66Q: 3 clusters Score -1.208628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -12086288.000000 Penalty: 3711.199707
	Iteration 67Q: 3 clusters Score -1.208629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -12086279.000000 Penalty: 3711.199707
	Iteration 68Q: 3 clusters Score -1.208628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -12086280.000000 Penalty: 3711.199707
	Iteration 69Q: 3 clusters Score -1.208628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -12086273.000000 Penalty: 3711.199707
	Iteration 70Q: 3 clusters Score -1.208627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -12086257.000000 Penalty: 3711.199707
	Iteration 71Q: 3 clusters Score -1.208626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -12086252.000000 Penalty: 3711.199707
	Iteration 72Q: 3 clusters Score -1.208625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -12086274.000000 Penalty: 3711.199707
	Iteration 73Q: 3 clusters Score -1.208627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -12086259.000000 Penalty: 3711.199707
	Iteration 74Q: 3 clusters Score -1.208626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -12086264.000000 Penalty: 3711.199707
	Iteration 75Q: 3 clusters Score -1.208626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -12086269.000000 Penalty: 3711.199707
	Iteration 76Q: 3 clusters Score -1.208627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -12086270.000000 Penalty: 3711.199707
	Iteration 77Q: 3 clusters Score -1.208627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -12086264.000000 Penalty: 3711.199707
	Iteration 78Q: 3 clusters Score -1.208626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -12086282.000000 Penalty: 3711.199707
	Iteration 79Q: 3 clusters Score -1.208628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -12086275.000000 Penalty: 3711.199707
	Iteration 80F: 3 clusters Score -1.208628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -12086272.000000 Penalty: 3711.199707
	Iteration 81Q: 3 clusters Score -1.208627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -12086261.000000 Penalty: 3711.199707
	Iteration 82Q: 3 clusters Score -1.208626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -12086277.000000 Penalty: 3711.199707
	Iteration 83Q: 3 clusters Score -1.208628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -12086271.000000 Penalty: 3711.199707
	Iteration 84Q: 3 clusters Score -1.208627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -12086277.000000 Penalty: 3711.199707
	Iteration 85Q: 3 clusters Score -1.208628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -12086285.000000 Penalty: 3711.199707
	Iteration 86Q: 3 clusters Score -1.208628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -12086280.000000 Penalty: 3711.199707
	Iteration 87Q: 3 clusters Score -1.208628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -12086285.000000 Penalty: 3711.199707
	Iteration 88Q: 3 clusters Score -1.208628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -12086281.000000 Penalty: 3711.199707
	Iteration 89Q: 3 clusters Score -1.208628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -12086281.000000 Penalty: 3711.199707
	Iteration 90F: 3 clusters Score -1.208628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 75087 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88493 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Entering Unmasked Estep 
Score: -127729768.000000 Penalty: 69598.500000
Splitting cluster 10 changes total score from -127726152.000000 to -127729768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (75087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Entering Unmasked Estep 
Score: -9825133.000000 Penalty: 1824.290405
	Iteration 0F: 2 clusters Score -9825133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -9776452.000000 Penalty: 3648.580811
	Iteration 0F: 3 clusters Score -9776452 nChanged 35822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -9797455.000000 Penalty: 3648.580811
	Iteration 1F: 3 clusters Score -9797455 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9799068.000000 Penalty: 3648.580811
	Iteration 2Q: 3 clusters Score -9799068 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -9802007.000000 Penalty: 3648.580811
	Iteration 3F: 3 clusters Score -9802007 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -9806395.000000 Penalty: 3648.580811
	Iteration 4F: 3 clusters Score -9806395 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -9811490.000000 Penalty: 3648.580811
	Iteration 5F: 3 clusters Score -9811490 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -9816589.000000 Penalty: 3648.580811
	Iteration 6F: 3 clusters Score -9816589 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -9820384.000000 Penalty: 3648.580811
	Iteration 7F: 3 clusters Score -9820384 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -9822519.000000 Penalty: 3648.580811
	Iteration 8Q: 3 clusters Score -9822519 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -9823681.000000 Penalty: 3648.580811
	Iteration 9Q: 3 clusters Score -9823681 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -9824481.000000 Penalty: 3648.580811
	Iteration 10Q: 3 clusters Score -9824481 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -9824905.000000 Penalty: 3648.580811
	Iteration 11Q: 3 clusters Score -9824905 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -9825176.000000 Penalty: 3648.580811
	Iteration 12Q: 3 clusters Score -9825176 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -9825358.000000 Penalty: 3648.580811
	Iteration 13Q: 3 clusters Score -9825358 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -9825577.000000 Penalty: 3648.580811
	Iteration 14Q: 3 clusters Score -9825577 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -9825762.000000 Penalty: 3648.580811
	Iteration 15Q: 3 clusters Score -9825762 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -9825873.000000 Penalty: 3648.580811
	Iteration 16Q: 3 clusters Score -9825873 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -9825898.000000 Penalty: 3648.580811
	Iteration 17Q: 3 clusters Score -9825898 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -9825924.000000 Penalty: 3648.580811
	Iteration 18Q: 3 clusters Score -9825924 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -9825925.000000 Penalty: 3648.580811
	Iteration 19Q: 3 clusters Score -9825925 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -9825950.000000 Penalty: 3648.580811
	Iteration 20F: 3 clusters Score -9825950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -9825992.000000 Penalty: 3648.580811
	Iteration 21Q: 3 clusters Score -9825992 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -9825999.000000 Penalty: 3648.580811
	Iteration 22Q: 3 clusters Score -9825999 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -9825987.000000 Penalty: 3648.580811
	Iteration 23Q: 3 clusters Score -9825987 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -9825961.000000 Penalty: 3648.580811
	Iteration 24Q: 3 clusters Score -9825961 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -9825992.000000 Penalty: 3648.580811
	Iteration 25Q: 3 clusters Score -9825992 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -9826013.000000 Penalty: 3648.580811
	Iteration 26Q: 3 clusters Score -9826013 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -9826018.000000 Penalty: 3648.580811
	Iteration 27Q: 3 clusters Score -9826018 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -9826014.000000 Penalty: 3648.580811
	Iteration 28Q: 3 clusters Score -9826014 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -9825996.000000 Penalty: 3648.580811
	Iteration 29Q: 3 clusters Score -9825996 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -9825971.000000 Penalty: 3648.580811
	Iteration 30Q: 3 clusters Score -9825971 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -9826005.000000 Penalty: 3648.580811
	Iteration 31Q: 3 clusters Score -9826005 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -9826034.000000 Penalty: 3648.580811
	Iteration 32Q: 3 clusters Score -9826034 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -9826053.000000 Penalty: 3648.580811
	Iteration 33Q: 3 clusters Score -9826053 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -9826004.000000 Penalty: 3648.580811
	Iteration 34Q: 3 clusters Score -9826004 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -9825996.000000 Penalty: 3648.580811
	Iteration 35Q: 3 clusters Score -9825996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9825993.000000 Penalty: 3648.580811
	Iteration 36Q: 3 clusters Score -9825993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -9826007.000000 Penalty: 3648.580811
	Iteration 37Q: 3 clusters Score -9826007 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -9825980.000000 Penalty: 3648.580811
	Iteration 38Q: 3 clusters Score -9825980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -9825993.000000 Penalty: 3648.580811
	Iteration 39Q: 3 clusters Score -9825993 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -9825995.000000 Penalty: 3648.580811
	Iteration 40F: 3 clusters Score -9825995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -9825986.000000 Penalty: 3648.580811
	Iteration 41Q: 3 clusters Score -9825986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -9825965.000000 Penalty: 3648.580811
	Iteration 42Q: 3 clusters Score -9825965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -9825978.000000 Penalty: 3648.580811
	Iteration 43Q: 3 clusters Score -9825978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -9825979.000000 Penalty: 3648.580811
	Iteration 44Q: 3 clusters Score -9825979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -9825987.000000 Penalty: 3648.580811
	Iteration 45Q: 3 clusters Score -9825987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -9825958.000000 Penalty: 3648.580811
	Iteration 46Q: 3 clusters Score -9825958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9825940.000000 Penalty: 3648.580811
	Iteration 47Q: 3 clusters Score -9825940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -9825933.000000 Penalty: 3648.580811
	Iteration 48Q: 3 clusters Score -9825933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -9825919.000000 Penalty: 3648.580811
	Iteration 49Q: 3 clusters Score -9825919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9825917.000000 Penalty: 3648.580811
	Iteration 50Q: 3 clusters Score -9825917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -9825906.000000 Penalty: 3648.580811
	Iteration 51Q: 3 clusters Score -9825906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -9825911.000000 Penalty: 3648.580811
	Iteration 52Q: 3 clusters Score -9825911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -9825913.000000 Penalty: 3648.580811
	Iteration 53Q: 3 clusters Score -9825913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -9825921.000000 Penalty: 3648.580811
	Iteration 54Q: 3 clusters Score -9825921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -9825922.000000 Penalty: 3648.580811
	Iteration 55Q: 3 clusters Score -9825922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -9825927.000000 Penalty: 3648.580811
	Iteration 56Q: 3 clusters Score -9825927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9825922.000000 Penalty: 3648.580811
	Iteration 57Q: 3 clusters Score -9825922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -9825925.000000 Penalty: 3648.580811
	Iteration 58Q: 3 clusters Score -9825925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -9825915.000000 Penalty: 3648.580811
	Iteration 59Q: 3 clusters Score -9825915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -9825910.000000 Penalty: 3648.580811
	Iteration 60F: 3 clusters Score -9825910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -9825907.000000 Penalty: 3648.580811
	Iteration 61Q: 3 clusters Score -9825907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -9825914.000000 Penalty: 3648.580811
	Iteration 62Q: 3 clusters Score -9825914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -9825925.000000 Penalty: 3648.580811
	Iteration 63Q: 3 clusters Score -9825925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -9825923.000000 Penalty: 3648.580811
	Iteration 64Q: 3 clusters Score -9825923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -9825906.000000 Penalty: 3648.580811
	Iteration 65Q: 3 clusters Score -9825906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -9825922.000000 Penalty: 3648.580811
	Iteration 66Q: 3 clusters Score -9825922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -9825910.000000 Penalty: 3648.580811
	Iteration 67Q: 3 clusters Score -9825910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9825904.000000 Penalty: 3648.580811
	Iteration 68Q: 3 clusters Score -9825904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -9825891.000000 Penalty: 3648.580811
	Iteration 69Q: 3 clusters Score -9825891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -9825890.000000 Penalty: 3648.580811
	Iteration 70Q: 3 clusters Score -9825890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9825887.000000 Penalty: 3648.580811
	Iteration 71Q: 3 clusters Score -9825887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -9825884.000000 Penalty: 3648.580811
	Iteration 72Q: 3 clusters Score -9825884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -9825877.000000 Penalty: 3648.580811
	Iteration 73Q: 3 clusters Score -9825877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -9825880.000000 Penalty: 3648.580811
	Iteration 74Q: 3 clusters Score -9825880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9825887.000000 Penalty: 3648.580811
	Iteration 75Q: 3 clusters Score -9825887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -9825888.000000 Penalty: 3648.580811
	Iteration 76Q: 3 clusters Score -9825888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -9825894.000000 Penalty: 3648.580811
	Iteration 77Q: 3 clusters Score -9825894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -9825892.000000 Penalty: 3648.580811
	Iteration 78Q: 3 clusters Score -9825892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9825889.000000 Penalty: 3648.580811
	Iteration 79Q: 3 clusters Score -9825889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -9825892.000000 Penalty: 3648.580811
	Iteration 80F: 3 clusters Score -9825892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -9825887.000000 Penalty: 3648.580811
	Iteration 81Q: 3 clusters Score -9825887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9825884.000000 Penalty: 3648.580811
	Iteration 82Q: 3 clusters Score -9825884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9825880.000000 Penalty: 3648.580811
	Iteration 83Q: 3 clusters Score -9825880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -9825881.000000 Penalty: 3648.580811
	Iteration 84Q: 3 clusters Score -9825881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -9825878.000000 Penalty: 3648.580811
	Iteration 85Q: 3 clusters Score -9825878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9825881.000000 Penalty: 3648.580811
	Iteration 86Q: 3 clusters Score -9825881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -9825878.000000 Penalty: 3648.580811
	Iteration 87Q: 3 clusters Score -9825878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -9825884.000000 Penalty: 3648.580811
	Iteration 88Q: 3 clusters Score -9825884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -9825884.000000 Penalty: 3648.580811
	Iteration 89F: 3 clusters Score -9825884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 335 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88493 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Entering Unmasked Estep 
Score: -127730360.000000 Penalty: 71843.617188
Splitting cluster 11 changes total score from -127726152.000000 to -127730360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (79517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Entering Unmasked Estep 
Score: -10438369.000000 Penalty: 1833.605469
	Iteration 0F: 2 clusters Score -1.043837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -10389388.000000 Penalty: 3667.210938
	Iteration 0F: 3 clusters Score -1.038939e+07 nChanged 37657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -10410439.000000 Penalty: 3667.210938
	Iteration 1F: 3 clusters Score -1.041044e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -10411378.000000 Penalty: 3667.210938
	Iteration 2Q: 3 clusters Score -1.041138e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -10412732.000000 Penalty: 3667.210938
	Iteration 3Q: 3 clusters Score -1.041273e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -10415074.000000 Penalty: 3667.210938
	Iteration 4F: 3 clusters Score -1.041507e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -10418448.000000 Penalty: 3667.210938
	Iteration 5F: 3 clusters Score -1.041845e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -10423124.000000 Penalty: 3667.210938
	Iteration 6F: 3 clusters Score -1.042312e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -10429119.000000 Penalty: 3667.210938
	Iteration 7F: 3 clusters Score -1.042912e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -10434987.000000 Penalty: 3667.210938
	Iteration 8F: 3 clusters Score -1.043499e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -10438076.000000 Penalty: 3667.210938
	Iteration 9F: 3 clusters Score -1.043808e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -10439054.000000 Penalty: 3667.210938
	Iteration 10Q: 3 clusters Score -1.043905e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -10439480.000000 Penalty: 3667.210938
	Iteration 11Q: 3 clusters Score -1.043948e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -10439703.000000 Penalty: 3667.210938
	Iteration 12Q: 3 clusters Score -1.04397e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -10439816.000000 Penalty: 3667.210938
	Iteration 13Q: 3 clusters Score -1.043982e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -10439858.000000 Penalty: 3667.210938
	Iteration 14Q: 3 clusters Score -1.043986e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -10439949.000000 Penalty: 3667.210938
	Iteration 15Q: 3 clusters Score -1.043995e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -10439932.000000 Penalty: 3667.210938
	Iteration 16Q: 3 clusters Score -1.043993e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -10439894.000000 Penalty: 3667.210938
	Iteration 17Q: 3 clusters Score -1.043989e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -10439789.000000 Penalty: 3667.210938
	Iteration 18Q: 3 clusters Score -1.043979e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -10439607.000000 Penalty: 3667.210938
	Iteration 19Q: 3 clusters Score -1.043961e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -10439567.000000 Penalty: 3667.210938
	Iteration 20F: 3 clusters Score -1.043957e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -10439488.000000 Penalty: 3667.210938
	Iteration 21Q: 3 clusters Score -1.043949e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -10439337.000000 Penalty: 3667.210938
	Iteration 22Q: 3 clusters Score -1.043934e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -10439290.000000 Penalty: 3667.210938
	Iteration 23Q: 3 clusters Score -1.043929e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -10439260.000000 Penalty: 3667.210938
	Iteration 24Q: 3 clusters Score -1.043926e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -10439190.000000 Penalty: 3667.210938
	Iteration 25Q: 3 clusters Score -1.043919e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -10439088.000000 Penalty: 3667.210938
	Iteration 26Q: 3 clusters Score -1.043909e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -10439065.000000 Penalty: 3667.210938
	Iteration 27Q: 3 clusters Score -1.043906e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -10439016.000000 Penalty: 3667.210938
	Iteration 28Q: 3 clusters Score -1.043902e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -10438969.000000 Penalty: 3667.210938
	Iteration 29Q: 3 clusters Score -1.043897e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -10438919.000000 Penalty: 3667.210938
	Iteration 30Q: 3 clusters Score -1.043892e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -10438856.000000 Penalty: 3667.210938
	Iteration 31Q: 3 clusters Score -1.043886e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -10438773.000000 Penalty: 3667.210938
	Iteration 32Q: 3 clusters Score -1.043877e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10438764.000000 Penalty: 3667.210938
	Iteration 33Q: 3 clusters Score -1.043876e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -10438664.000000 Penalty: 3667.210938
	Iteration 34Q: 3 clusters Score -1.043866e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10438649.000000 Penalty: 3667.210938
	Iteration 35Q: 3 clusters Score -1.043865e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -10438669.000000 Penalty: 3667.210938
	Iteration 36Q: 3 clusters Score -1.043867e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -10438641.000000 Penalty: 3667.210938
	Iteration 37Q: 3 clusters Score -1.043864e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10438605.000000 Penalty: 3667.210938
	Iteration 38Q: 3 clusters Score -1.04386e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -10438582.000000 Penalty: 3667.210938
	Iteration 39Q: 3 clusters Score -1.043858e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10438570.000000 Penalty: 3667.210938
	Iteration 40F: 3 clusters Score -1.043857e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10438545.000000 Penalty: 3667.210938
	Iteration 41Q: 3 clusters Score -1.043854e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -10438508.000000 Penalty: 3667.210938
	Iteration 42Q: 3 clusters Score -1.043851e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -10438505.000000 Penalty: 3667.210938
	Iteration 43Q: 3 clusters Score -1.04385e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -10438463.000000 Penalty: 3667.210938
	Iteration 44Q: 3 clusters Score -1.043846e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -10438444.000000 Penalty: 3667.210938
	Iteration 45Q: 3 clusters Score -1.043844e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -10438445.000000 Penalty: 3667.210938
	Iteration 46Q: 3 clusters Score -1.043844e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10438424.000000 Penalty: 3667.210938
	Iteration 47Q: 3 clusters Score -1.043842e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10438395.000000 Penalty: 3667.210938
	Iteration 48Q: 3 clusters Score -1.04384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10438397.000000 Penalty: 3667.210938
	Iteration 49Q: 3 clusters Score -1.04384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10438400.000000 Penalty: 3667.210938
	Iteration 50Q: 3 clusters Score -1.04384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10438386.000000 Penalty: 3667.210938
	Iteration 51Q: 3 clusters Score -1.043839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -10438377.000000 Penalty: 3667.210938
	Iteration 52Q: 3 clusters Score -1.043838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10438376.000000 Penalty: 3667.210938
	Iteration 53Q: 3 clusters Score -1.043838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -10438381.000000 Penalty: 3667.210938
	Iteration 54Q: 3 clusters Score -1.043838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10438377.000000 Penalty: 3667.210938
	Iteration 55Q: 3 clusters Score -1.043838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10438375.000000 Penalty: 3667.210938
	Iteration 56Q: 3 clusters Score -1.043838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10438372.000000 Penalty: 3667.210938
	Iteration 57Q: 3 clusters Score -1.043837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10438366.000000 Penalty: 3667.210938
	Iteration 58Q: 3 clusters Score -1.043837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10438369.000000 Penalty: 3667.210938
	Iteration 59Q: 3 clusters Score -1.043837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10438350.000000 Penalty: 3667.210938
	Iteration 60F: 3 clusters Score -1.043835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10438339.000000 Penalty: 3667.210938
	Iteration 61Q: 3 clusters Score -1.043834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10438337.000000 Penalty: 3667.210938
	Iteration 62Q: 3 clusters Score -1.043834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -10438323.000000 Penalty: 3667.210938
	Iteration 63Q: 3 clusters Score -1.043832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -10438337.000000 Penalty: 3667.210938
	Iteration 64Q: 3 clusters Score -1.043834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10438335.000000 Penalty: 3667.210938
	Iteration 65Q: 3 clusters Score -1.043834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10438341.000000 Penalty: 3667.210938
	Iteration 66Q: 3 clusters Score -1.043834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10438339.000000 Penalty: 3667.210938
	Iteration 67Q: 3 clusters Score -1.043834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10438346.000000 Penalty: 3667.210938
	Iteration 68Q: 3 clusters Score -1.043835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10438346.000000 Penalty: 3667.210938
	Iteration 69F: 3 clusters Score -1.043835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Entering Unmasked Estep 
Score: -1607231.750000 Penalty: 1534.455078
	Iteration 0F: 2 clusters Score -1607232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1598403.000000 Penalty: 3068.910156
	Iteration 0F: 3 clusters Score -1598403 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1601500.125000 Penalty: 3068.910156
	Iteration 1F: 3 clusters Score -1601500 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1601889.750000 Penalty: 3068.910156
	Iteration 2F: 3 clusters Score -1601890 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1602276.125000 Penalty: 3068.910156
	Iteration 3F: 3 clusters Score -1602276 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1602716.125000 Penalty: 3068.910156
	Iteration 4F: 3 clusters Score -1602716 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1603266.000000 Penalty: 3068.910156
	Iteration 5F: 3 clusters Score -1603266 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1603922.250000 Penalty: 3068.910156
	Iteration 6F: 3 clusters Score -1603922 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1604593.000000 Penalty: 3068.910156
	Iteration 7F: 3 clusters Score -1604593 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1605203.625000 Penalty: 3068.910156
	Iteration 8F: 3 clusters Score -1605204 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1605744.500000 Penalty: 3068.910156
	Iteration 9Q: 3 clusters Score -1605744 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1606152.125000 Penalty: 3068.910156
	Iteration 10Q: 3 clusters Score -1606152 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1606404.125000 Penalty: 3068.910156
	Iteration 11Q: 3 clusters Score -1606404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1606542.750000 Penalty: 3068.910156
	Iteration 12Q: 3 clusters Score -1606543 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1606613.375000 Penalty: 3068.910156
	Iteration 13Q: 3 clusters Score -1606613 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1606664.500000 Penalty: 3068.910156
	Iteration 14Q: 3 clusters Score -1606664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1606700.875000 Penalty: 3068.910156
	Iteration 15Q: 3 clusters Score -1606701 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1606720.750000 Penalty: 3068.910156
	Iteration 16Q: 3 clusters Score -1606721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1606734.375000 Penalty: 3068.910156
	Iteration 17Q: 3 clusters Score -1606734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1606758.625000 Penalty: 3068.910156
	Iteration 18Q: 3 clusters Score -1606759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1606781.750000 Penalty: 3068.910156
	Iteration 19Q: 3 clusters Score -1606782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1606817.125000 Penalty: 3068.910156
	Iteration 20F: 3 clusters Score -1606817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1606835.875000 Penalty: 3068.910156
	Iteration 21Q: 3 clusters Score -1606836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1606859.875000 Penalty: 3068.910156
	Iteration 22Q: 3 clusters Score -1606860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1606879.125000 Penalty: 3068.910156
	Iteration 23Q: 3 clusters Score -1606879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1606890.250000 Penalty: 3068.910156
	Iteration 24Q: 3 clusters Score -1606890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1606913.500000 Penalty: 3068.910156
	Iteration 25Q: 3 clusters Score -1606914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1606923.875000 Penalty: 3068.910156
	Iteration 26Q: 3 clusters Score -1606924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1606931.000000 Penalty: 3068.910156
	Iteration 27Q: 3 clusters Score -1606931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1606933.375000 Penalty: 3068.910156
	Iteration 28Q: 3 clusters Score -1606933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1606943.750000 Penalty: 3068.910156
	Iteration 29Q: 3 clusters Score -1606944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1606948.750000 Penalty: 3068.910156
	Iteration 30Q: 3 clusters Score -1606949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1606955.875000 Penalty: 3068.910156
	Iteration 31Q: 3 clusters Score -1606956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1606958.250000 Penalty: 3068.910156
	Iteration 32Q: 3 clusters Score -1606958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1606962.000000 Penalty: 3068.910156
	Iteration 33Q: 3 clusters Score -1606962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1606967.625000 Penalty: 3068.910156
	Iteration 34Q: 3 clusters Score -1606968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1606964.125000 Penalty: 3068.910156
	Iteration 35Q: 3 clusters Score -1606964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1606967.125000 Penalty: 3068.910156
	Iteration 36Q: 3 clusters Score -1606967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1606969.875000 Penalty: 3068.910156
	Iteration 37Q: 3 clusters Score -1606970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1606968.625000 Penalty: 3068.910156
	Iteration 38Q: 3 clusters Score -1606969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1606967.375000 Penalty: 3068.910156
	Iteration 39Q: 3 clusters Score -1606967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1606967.500000 Penalty: 3068.910156
	Iteration 40F: 3 clusters Score -1606968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Entering Unmasked Estep 
Score: -3730939.500000 Penalty: 1665.713745
	Iteration 0F: 2 clusters Score -3730940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3711791.500000 Penalty: 3331.427490
	Iteration 0F: 3 clusters Score -3711792 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3719125.750000 Penalty: 3331.427490
	Iteration 1F: 3 clusters Score -3719126 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3719733.750000 Penalty: 3331.427490
	Iteration 2F: 3 clusters Score -3719734 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3720588.250000 Penalty: 3331.427490
	Iteration 3F: 3 clusters Score -3720588 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3721847.750000 Penalty: 3331.427490
	Iteration 4F: 3 clusters Score -3721848 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3723682.000000 Penalty: 3331.427490
	Iteration 5F: 3 clusters Score -3723682 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3725869.500000 Penalty: 3331.427490
	Iteration 6F: 3 clusters Score -3725870 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3727730.500000 Penalty: 3331.427490
	Iteration 7F: 3 clusters Score -3727730 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3728823.500000 Penalty: 3331.427490
	Iteration 8Q: 3 clusters Score -3728824 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3729355.500000 Penalty: 3331.427490
	Iteration 9Q: 3 clusters Score -3729356 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3729546.500000 Penalty: 3331.427490
	Iteration 10Q: 3 clusters Score -3729546 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3729658.500000 Penalty: 3331.427490
	Iteration 11Q: 3 clusters Score -3729658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3729704.250000 Penalty: 3331.427490
	Iteration 12Q: 3 clusters Score -3729704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3729729.000000 Penalty: 3331.427490
	Iteration 13Q: 3 clusters Score -3729729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3729750.000000 Penalty: 3331.427490
	Iteration 14Q: 3 clusters Score -3729750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3729764.500000 Penalty: 3331.427490
	Iteration 15Q: 3 clusters Score -3729764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3729775.750000 Penalty: 3331.427490
	Iteration 16Q: 3 clusters Score -3729776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3729780.000000 Penalty: 3331.427490
	Iteration 17Q: 3 clusters Score -3729780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3729783.250000 Penalty: 3331.427490
	Iteration 18Q: 3 clusters Score -3729783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3729788.250000 Penalty: 3331.427490
	Iteration 19Q: 3 clusters Score -3729788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3729789.500000 Penalty: 3331.427490
	Iteration 20F: 3 clusters Score -3729790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3729792.500000 Penalty: 3331.427490
	Iteration 21Q: 3 clusters Score -3729792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3729794.250000 Penalty: 3331.427490
	Iteration 22Q: 3 clusters Score -3729794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3729797.250000 Penalty: 3331.427490
	Iteration 23Q: 3 clusters Score -3729797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3729795.750000 Penalty: 3331.427490
	Iteration 24Q: 3 clusters Score -3729796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3729795.000000 Penalty: 3331.427490
	Iteration 25Q: 3 clusters Score -3729795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3729798.500000 Penalty: 3331.427490
	Iteration 26Q: 3 clusters Score -3729798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3729806.750000 Penalty: 3331.427490
	Iteration 27Q: 3 clusters Score -3729807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3729804.750000 Penalty: 3331.427490
	Iteration 28Q: 3 clusters Score -3729805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3729801.750000 Penalty: 3331.427490
	Iteration 29Q: 3 clusters Score -3729802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3729801.750000 Penalty: 3331.427490
	Iteration 30F: 3 clusters Score -3729802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -699303.875000 Penalty: 1409.111938
	Iteration 0F: 2 clusters Score -699303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -694854.562500 Penalty: 2818.223877
	Iteration 0F: 3 clusters Score -694854.6 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -696320.125000 Penalty: 2818.223877
	Iteration 1F: 3 clusters Score -696320.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -696567.937500 Penalty: 2818.223877
	Iteration 2F: 3 clusters Score -696567.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -696741.062500 Penalty: 2818.223877
	Iteration 3F: 3 clusters Score -696741.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -696906.687500 Penalty: 2818.223877
	Iteration 4Q: 3 clusters Score -696906.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -697066.125000 Penalty: 2818.223877
	Iteration 5Q: 3 clusters Score -697066.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -697220.812500 Penalty: 2818.223877
	Iteration 6Q: 3 clusters Score -697220.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -697377.687500 Penalty: 2818.223877
	Iteration 7Q: 3 clusters Score -697377.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -697510.250000 Penalty: 2818.223877
	Iteration 8Q: 3 clusters Score -697510.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -697616.812500 Penalty: 2818.223877
	Iteration 9Q: 3 clusters Score -697616.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -697704.687500 Penalty: 2818.223877
	Iteration 10Q: 3 clusters Score -697704.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -697769.437500 Penalty: 2818.223877
	Iteration 11Q: 3 clusters Score -697769.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -697833.187500 Penalty: 2818.223877
	Iteration 12Q: 3 clusters Score -697833.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -697891.562500 Penalty: 2818.223877
	Iteration 13Q: 3 clusters Score -697891.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -697950.750000 Penalty: 2818.223877
	Iteration 14Q: 3 clusters Score -697950.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -698005.125000 Penalty: 2818.223877
	Iteration 15Q: 3 clusters Score -698005.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -698048.437500 Penalty: 2818.223877
	Iteration 16Q: 3 clusters Score -698048.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -698090.687500 Penalty: 2818.223877
	Iteration 17Q: 3 clusters Score -698090.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -698125.750000 Penalty: 2818.223877
	Iteration 18Q: 3 clusters Score -698125.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -698167.375000 Penalty: 2818.223877
	Iteration 19Q: 3 clusters Score -698167.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -698211.562500 Penalty: 2818.223877
	Iteration 20F: 3 clusters Score -698211.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -698248.125000 Penalty: 2818.223877
	Iteration 21Q: 3 clusters Score -698248.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -698294.187500 Penalty: 2818.223877
	Iteration 22Q: 3 clusters Score -698294.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -698331.312500 Penalty: 2818.223877
	Iteration 23Q: 3 clusters Score -698331.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -698366.750000 Penalty: 2818.223877
	Iteration 24Q: 3 clusters Score -698366.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -698398.687500 Penalty: 2818.223877
	Iteration 25Q: 3 clusters Score -698398.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -698417.875000 Penalty: 2818.223877
	Iteration 26Q: 3 clusters Score -698417.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -698427.062500 Penalty: 2818.223877
	Iteration 27Q: 3 clusters Score -698427.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -698442.500000 Penalty: 2818.223877
	Iteration 28Q: 3 clusters Score -698442.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -698460.250000 Penalty: 2818.223877
	Iteration 29Q: 3 clusters Score -698460.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -698475.437500 Penalty: 2818.223877
	Iteration 30Q: 3 clusters Score -698475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -698482.000000 Penalty: 2818.223877
	Iteration 31Q: 3 clusters Score -698482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -698493.625000 Penalty: 2818.223877
	Iteration 32Q: 3 clusters Score -698493.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -698499.062500 Penalty: 2818.223877
	Iteration 33Q: 3 clusters Score -698499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -698503.000000 Penalty: 2818.223877
	Iteration 34Q: 3 clusters Score -698503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -698506.500000 Penalty: 2818.223877
	Iteration 35Q: 3 clusters Score -698506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -698507.812500 Penalty: 2818.223877
	Iteration 36Q: 3 clusters Score -698507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -698514.437500 Penalty: 2818.223877
	Iteration 37Q: 3 clusters Score -698514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -698516.125000 Penalty: 2818.223877
	Iteration 38Q: 3 clusters Score -698516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -698517.687500 Penalty: 2818.223877
	Iteration 39Q: 3 clusters Score -698517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -698528.812500 Penalty: 2818.223877
	Iteration 40F: 3 clusters Score -698528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -698542.062500 Penalty: 2818.223877
	Iteration 41Q: 3 clusters Score -698542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -698552.625000 Penalty: 2818.223877
	Iteration 42Q: 3 clusters Score -698552.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -698566.000000 Penalty: 2818.223877
	Iteration 43Q: 3 clusters Score -698566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -698573.750000 Penalty: 2818.223877
	Iteration 44Q: 3 clusters Score -698573.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -698582.187500 Penalty: 2818.223877
	Iteration 45Q: 3 clusters Score -698582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -698589.687500 Penalty: 2818.223877
	Iteration 46Q: 3 clusters Score -698589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -698594.375000 Penalty: 2818.223877
	Iteration 47Q: 3 clusters Score -698594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -698598.375000 Penalty: 2818.223877
	Iteration 48Q: 3 clusters Score -698598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -698600.562500 Penalty: 2818.223877
	Iteration 49Q: 3 clusters Score -698600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -698607.500000 Penalty: 2818.223877
	Iteration 50Q: 3 clusters Score -698607.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -698611.750000 Penalty: 2818.223877
	Iteration 51Q: 3 clusters Score -698611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -698615.687500 Penalty: 2818.223877
	Iteration 52Q: 3 clusters Score -698615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -698617.312500 Penalty: 2818.223877
	Iteration 53Q: 3 clusters Score -698617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -698618.625000 Penalty: 2818.223877
	Iteration 54Q: 3 clusters Score -698618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -698622.687500 Penalty: 2818.223877
	Iteration 55Q: 3 clusters Score -698622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -698624.000000 Penalty: 2818.223877
	Iteration 56Q: 3 clusters Score -698624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -698623.250000 Penalty: 2818.223877
	Iteration 57Q: 3 clusters Score -698623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -698624.250000 Penalty: 2818.223877
	Iteration 58Q: 3 clusters Score -698624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -698628.187500 Penalty: 2818.223877
	Iteration 59Q: 3 clusters Score -698628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -698631.312500 Penalty: 2818.223877
	Iteration 60F: 3 clusters Score -698631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -698637.375000 Penalty: 2818.223877
	Iteration 61Q: 3 clusters Score -698637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -698640.000000 Penalty: 2818.223877
	Iteration 62Q: 3 clusters Score -698640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -698641.187500 Penalty: 2818.223877
	Iteration 63Q: 3 clusters Score -698641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -698641.187500 Penalty: 2818.223877
	Iteration 64F: 3 clusters Score -698641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -666669.937500 Penalty: 1399.531738
	Iteration 0F: 2 clusters Score -666669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -662372.312500 Penalty: 2799.063477
	Iteration 0F: 3 clusters Score -662372.3 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -663639.312500 Penalty: 2799.063477
	Iteration 1F: 3 clusters Score -663639.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -663857.875000 Penalty: 2799.063477
	Iteration 2F: 3 clusters Score -663857.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -664003.375000 Penalty: 2799.063477
	Iteration 3F: 3 clusters Score -664003.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -664107.437500 Penalty: 2799.063477
	Iteration 4Q: 3 clusters Score -664107.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -664191.750000 Penalty: 2799.063477
	Iteration 5Q: 3 clusters Score -664191.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -664269.750000 Penalty: 2799.063477
	Iteration 6Q: 3 clusters Score -664269.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -664345.875000 Penalty: 2799.063477
	Iteration 7Q: 3 clusters Score -664345.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -664405.125000 Penalty: 2799.063477
	Iteration 8Q: 3 clusters Score -664405.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -664474.312500 Penalty: 2799.063477
	Iteration 9Q: 3 clusters Score -664474.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -664549.625000 Penalty: 2799.063477
	Iteration 10Q: 3 clusters Score -664549.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -664625.000000 Penalty: 2799.063477
	Iteration 11Q: 3 clusters Score -664625 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -664716.937500 Penalty: 2799.063477
	Iteration 12Q: 3 clusters Score -664716.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -664799.937500 Penalty: 2799.063477
	Iteration 13Q: 3 clusters Score -664799.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -664879.000000 Penalty: 2799.063477
	Iteration 14Q: 3 clusters Score -664879 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -664947.187500 Penalty: 2799.063477
	Iteration 15Q: 3 clusters Score -664947.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -664993.250000 Penalty: 2799.063477
	Iteration 16Q: 3 clusters Score -664993.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -665027.437500 Penalty: 2799.063477
	Iteration 17Q: 3 clusters Score -665027.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -665054.812500 Penalty: 2799.063477
	Iteration 18Q: 3 clusters Score -665054.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -665077.187500 Penalty: 2799.063477
	Iteration 19Q: 3 clusters Score -665077.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -665101.062500 Penalty: 2799.063477
	Iteration 20F: 3 clusters Score -665101.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -665120.937500 Penalty: 2799.063477
	Iteration 21Q: 3 clusters Score -665120.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -665145.375000 Penalty: 2799.063477
	Iteration 22Q: 3 clusters Score -665145.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -665169.750000 Penalty: 2799.063477
	Iteration 23Q: 3 clusters Score -665169.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -665191.812500 Penalty: 2799.063477
	Iteration 24Q: 3 clusters Score -665191.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -665209.312500 Penalty: 2799.063477
	Iteration 25Q: 3 clusters Score -665209.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -665223.562500 Penalty: 2799.063477
	Iteration 26Q: 3 clusters Score -665223.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -665241.187500 Penalty: 2799.063477
	Iteration 27Q: 3 clusters Score -665241.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -665254.437500 Penalty: 2799.063477
	Iteration 28Q: 3 clusters Score -665254.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -665273.312500 Penalty: 2799.063477
	Iteration 29Q: 3 clusters Score -665273.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -665291.437500 Penalty: 2799.063477
	Iteration 30Q: 3 clusters Score -665291.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -665304.500000 Penalty: 2799.063477
	Iteration 31Q: 3 clusters Score -665304.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -665319.312500 Penalty: 2799.063477
	Iteration 32Q: 3 clusters Score -665319.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -665336.187500 Penalty: 2799.063477
	Iteration 33Q: 3 clusters Score -665336.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -665356.062500 Penalty: 2799.063477
	Iteration 34Q: 3 clusters Score -665356.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -665370.125000 Penalty: 2799.063477
	Iteration 35Q: 3 clusters Score -665370.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -665380.187500 Penalty: 2799.063477
	Iteration 36Q: 3 clusters Score -665380.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -665390.000000 Penalty: 2799.063477
	Iteration 37Q: 3 clusters Score -665390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -665398.125000 Penalty: 2799.063477
	Iteration 38Q: 3 clusters Score -665398.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -665411.250000 Penalty: 2799.063477
	Iteration 39Q: 3 clusters Score -665411.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -665424.500000 Penalty: 2799.063477
	Iteration 40F: 3 clusters Score -665424.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -665444.187500 Penalty: 2799.063477
	Iteration 41Q: 3 clusters Score -665444.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -665462.187500 Penalty: 2799.063477
	Iteration 42Q: 3 clusters Score -665462.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -665474.562500 Penalty: 2799.063477
	Iteration 43Q: 3 clusters Score -665474.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -665480.375000 Penalty: 2799.063477
	Iteration 44Q: 3 clusters Score -665480.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -665484.875000 Penalty: 2799.063477
	Iteration 45Q: 3 clusters Score -665484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -665491.125000 Penalty: 2799.063477
	Iteration 46Q: 3 clusters Score -665491.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -665496.312500 Penalty: 2799.063477
	Iteration 47Q: 3 clusters Score -665496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -665500.562500 Penalty: 2799.063477
	Iteration 48Q: 3 clusters Score -665500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -665504.000000 Penalty: 2799.063477
	Iteration 49Q: 3 clusters Score -665504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -665506.937500 Penalty: 2799.063477
	Iteration 50Q: 3 clusters Score -665506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -665509.375000 Penalty: 2799.063477
	Iteration 51Q: 3 clusters Score -665509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -665515.875000 Penalty: 2799.063477
	Iteration 52Q: 3 clusters Score -665515.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -665521.125000 Penalty: 2799.063477
	Iteration 53Q: 3 clusters Score -665521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -665526.312500 Penalty: 2799.063477
	Iteration 54Q: 3 clusters Score -665526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -665529.375000 Penalty: 2799.063477
	Iteration 55Q: 3 clusters Score -665529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -665530.937500 Penalty: 2799.063477
	Iteration 56Q: 3 clusters Score -665530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -665535.500000 Penalty: 2799.063477
	Iteration 57Q: 3 clusters Score -665535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -665539.000000 Penalty: 2799.063477
	Iteration 58Q: 3 clusters Score -665539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -665540.062500 Penalty: 2799.063477
	Iteration 59Q: 3 clusters Score -665540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -665541.000000 Penalty: 2799.063477
	Iteration 60F: 3 clusters Score -665541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -665540.437500 Penalty: 2799.063477
	Iteration 61Q: 3 clusters Score -665540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -665543.000000 Penalty: 2799.063477
	Iteration 62Q: 3 clusters Score -665543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -665543.500000 Penalty: 2799.063477
	Iteration 63Q: 3 clusters Score -665543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -665543.500000 Penalty: 2799.063477
	Iteration 64F: 3 clusters Score -665543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -29671.261719 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -29671.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28872.357422 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -28872.36 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29245.595703 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -29245.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29505.271484 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -29505.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29727.761719 Penalty: 1889.592529
	Iteration 3F: 3 clusters Score -29727.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30071.757812 Penalty: 1889.592529
	Iteration 4F: 3 clusters Score -30071.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30702.478516 Penalty: 1889.592529
	Iteration 5F: 3 clusters Score -30702.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30818.248047 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -30818.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30908.681641 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -30908.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30923.488281 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -30923.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31055.375000 Penalty: 1889.592529
	Iteration 9Q: 3 clusters Score -31055.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31055.375000 Penalty: 1889.592529
	Iteration 10F: 3 clusters Score -31055.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 3030 members 
Mstep: Class 22 contains 88493 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Mstep: Class 33 contains 215 members 
Entering Unmasked Estep 
Score: -127730488.000000 Penalty: 74088.726562
Splitting cluster 17 changes total score from -127726152.000000 to -127730488.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -336738.000000 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -336738 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 1328 members 
Entering Unmasked Estep 
Score: -334231.625000 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -334231.6 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -334796.000000 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -334796 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -334942.281250 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -334942.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -335014.312500 Penalty: 2560.646729
	Iteration 3Q: 3 clusters Score -335014.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -335070.937500 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -335070.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -335111.500000 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -335111.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335147.937500 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -335147.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335175.500000 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -335175.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -335197.968750 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -335198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -335218.500000 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -335218.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -335233.687500 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -335233.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -335244.625000 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -335244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -335253.500000 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -335253.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -335258.562500 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -335258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335265.406250 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -335265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335268.156250 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -335268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -335269.937500 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -335269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -335272.593750 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -335272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -335278.093750 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -335278.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -335281.093750 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -335281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -335282.656250 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -335282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -335284.281250 Penalty: 2560.646729
	Iteration 21Q: 3 clusters Score -335284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -335285.437500 Penalty: 2560.646729
	Iteration 22Q: 3 clusters Score -335285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -335286.281250 Penalty: 2560.646729
	Iteration 23Q: 3 clusters Score -335286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -335286.531250 Penalty: 2560.646729
	Iteration 24Q: 3 clusters Score -335286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -335286.625000 Penalty: 2560.646729
	Iteration 25Q: 3 clusters Score -335286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -335286.906250 Penalty: 2560.646729
	Iteration 26Q: 3 clusters Score -335286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -335287.156250 Penalty: 2560.646729
	Iteration 27Q: 3 clusters Score -335287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -335288.625000 Penalty: 2560.646729
	Iteration 28Q: 3 clusters Score -335288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -335289.000000 Penalty: 2560.646729
	Iteration 29Q: 3 clusters Score -335289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -335289.406250 Penalty: 2560.646729
	Iteration 30Q: 3 clusters Score -335289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -335291.281250 Penalty: 2560.646729
	Iteration 31Q: 3 clusters Score -335291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -335292.312500 Penalty: 2560.646729
	Iteration 32Q: 3 clusters Score -335292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -335293.375000 Penalty: 2560.646729
	Iteration 33Q: 3 clusters Score -335293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -335294.843750 Penalty: 2560.646729
	Iteration 34Q: 3 clusters Score -335294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -335298.125000 Penalty: 2560.646729
	Iteration 35Q: 3 clusters Score -335298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -335301.000000 Penalty: 2560.646729
	Iteration 36Q: 3 clusters Score -335301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -335305.468750 Penalty: 2560.646729
	Iteration 37Q: 3 clusters Score -335305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -335308.718750 Penalty: 2560.646729
	Iteration 38Q: 3 clusters Score -335308.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -335315.031250 Penalty: 2560.646729
	Iteration 39Q: 3 clusters Score -335315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -335320.250000 Penalty: 2560.646729
	Iteration 40F: 3 clusters Score -335320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -335327.562500 Penalty: 2560.646729
	Iteration 41Q: 3 clusters Score -335327.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -335337.156250 Penalty: 2560.646729
	Iteration 42Q: 3 clusters Score -335337.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -335344.531250 Penalty: 2560.646729
	Iteration 43Q: 3 clusters Score -335344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -335349.718750 Penalty: 2560.646729
	Iteration 44Q: 3 clusters Score -335349.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -335355.875000 Penalty: 2560.646729
	Iteration 45Q: 3 clusters Score -335355.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -335361.156250 Penalty: 2560.646729
	Iteration 46Q: 3 clusters Score -335361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -335365.000000 Penalty: 2560.646729
	Iteration 47Q: 3 clusters Score -335365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -335369.781250 Penalty: 2560.646729
	Iteration 48Q: 3 clusters Score -335369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -335377.531250 Penalty: 2560.646729
	Iteration 49Q: 3 clusters Score -335377.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -335388.687500 Penalty: 2560.646729
	Iteration 50Q: 3 clusters Score -335388.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -335399.125000 Penalty: 2560.646729
	Iteration 51Q: 3 clusters Score -335399.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -335411.875000 Penalty: 2560.646729
	Iteration 52Q: 3 clusters Score -335411.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -335426.093750 Penalty: 2560.646729
	Iteration 53Q: 3 clusters Score -335426.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -335441.875000 Penalty: 2560.646729
	Iteration 54Q: 3 clusters Score -335441.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -335457.375000 Penalty: 2560.646729
	Iteration 55Q: 3 clusters Score -335457.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -335476.625000 Penalty: 2560.646729
	Iteration 56Q: 3 clusters Score -335476.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -335497.468750 Penalty: 2560.646729
	Iteration 57Q: 3 clusters Score -335497.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -335524.406250 Penalty: 2560.646729
	Iteration 58Q: 3 clusters Score -335524.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -335540.406250 Penalty: 2560.646729
	Iteration 59Q: 3 clusters Score -335540.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -335552.937500 Penalty: 2560.646729
	Iteration 60F: 3 clusters Score -335552.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -335569.562500 Penalty: 2560.646729
	Iteration 61Q: 3 clusters Score -335569.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -335593.406250 Penalty: 2560.646729
	Iteration 62Q: 3 clusters Score -335593.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -335607.687500 Penalty: 2560.646729
	Iteration 63Q: 3 clusters Score -335607.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -335614.281250 Penalty: 2560.646729
	Iteration 64Q: 3 clusters Score -335614.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -335622.718750 Penalty: 2560.646729
	Iteration 65Q: 3 clusters Score -335622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -335629.218750 Penalty: 2560.646729
	Iteration 66Q: 3 clusters Score -335629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -335637.062500 Penalty: 2560.646729
	Iteration 67Q: 3 clusters Score -335637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -335644.000000 Penalty: 2560.646729
	Iteration 68Q: 3 clusters Score -335644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -335652.062500 Penalty: 2560.646729
	Iteration 69Q: 3 clusters Score -335652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -335660.093750 Penalty: 2560.646729
	Iteration 70Q: 3 clusters Score -335660.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -335668.500000 Penalty: 2560.646729
	Iteration 71Q: 3 clusters Score -335668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -335673.406250 Penalty: 2560.646729
	Iteration 72Q: 3 clusters Score -335673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -335683.031250 Penalty: 2560.646729
	Iteration 73Q: 3 clusters Score -335683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -335686.843750 Penalty: 2560.646729
	Iteration 74Q: 3 clusters Score -335686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -335688.906250 Penalty: 2560.646729
	Iteration 75Q: 3 clusters Score -335688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -335690.375000 Penalty: 2560.646729
	Iteration 76Q: 3 clusters Score -335690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -335691.062500 Penalty: 2560.646729
	Iteration 77Q: 3 clusters Score -335691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -335691.062500 Penalty: 2560.646729
	Iteration 78F: 3 clusters Score -335691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -158554.562500 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -158554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -156859.500000 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -156859.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157431.640625 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -157431.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157707.296875 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -157707.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157929.593750 Penalty: 2363.980713
	Iteration 3F: 3 clusters Score -157929.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158045.140625 Penalty: 2363.980713
	Iteration 4F: 3 clusters Score -158045.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -158106.093750 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -158106.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -158148.890625 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -158148.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158169.609375 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -158169.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -158193.281250 Penalty: 2363.980713
	Iteration 8Q: 3 clusters Score -158193.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158216.046875 Penalty: 2363.980713
	Iteration 9Q: 3 clusters Score -158216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -158235.265625 Penalty: 2363.980713
	Iteration 10Q: 3 clusters Score -158235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -158248.062500 Penalty: 2363.980713
	Iteration 11Q: 3 clusters Score -158248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -158252.578125 Penalty: 2363.980713
	Iteration 12Q: 3 clusters Score -158252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -158255.109375 Penalty: 2363.980713
	Iteration 13Q: 3 clusters Score -158255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158256.546875 Penalty: 2363.980713
	Iteration 14Q: 3 clusters Score -158256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158260.765625 Penalty: 2363.980713
	Iteration 15Q: 3 clusters Score -158260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158266.093750 Penalty: 2363.980713
	Iteration 16Q: 3 clusters Score -158266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158268.781250 Penalty: 2363.980713
	Iteration 17Q: 3 clusters Score -158268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158268.781250 Penalty: 2363.980713
	Iteration 18Q: 3 clusters Score -158268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158268.781250 Penalty: 2363.980713
	Iteration 19F: 3 clusters Score -158268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Entering Unmasked Estep 
Score: -1925816.375000 Penalty: 1555.301636
	Iteration 0F: 2 clusters Score -1925816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1915847.750000 Penalty: 3110.603271
	Iteration 0F: 3 clusters Score -1915848 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1919243.625000 Penalty: 3110.603271
	Iteration 1F: 3 clusters Score -1919244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1919525.500000 Penalty: 3110.603271
	Iteration 2F: 3 clusters Score -1919526 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1919735.125000 Penalty: 3110.603271
	Iteration 3Q: 3 clusters Score -1919735 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1919936.375000 Penalty: 3110.603271
	Iteration 4Q: 3 clusters Score -1919936 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1920161.000000 Penalty: 3110.603271
	Iteration 5Q: 3 clusters Score -1920161 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1920401.625000 Penalty: 3110.603271
	Iteration 6Q: 3 clusters Score -1920402 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1920685.750000 Penalty: 3110.603271
	Iteration 7Q: 3 clusters Score -1920686 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1921026.250000 Penalty: 3110.603271
	Iteration 8Q: 3 clusters Score -1921026 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1921449.500000 Penalty: 3110.603271
	Iteration 9Q: 3 clusters Score -1921450 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1921939.875000 Penalty: 3110.603271
	Iteration 10Q: 3 clusters Score -1921940 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1922375.250000 Penalty: 3110.603271
	Iteration 11Q: 3 clusters Score -1922375 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1922688.000000 Penalty: 3110.603271
	Iteration 12Q: 3 clusters Score -1922688 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1922858.375000 Penalty: 3110.603271
	Iteration 13Q: 3 clusters Score -1922858 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1922966.750000 Penalty: 3110.603271
	Iteration 14Q: 3 clusters Score -1922967 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1923040.125000 Penalty: 3110.603271
	Iteration 15Q: 3 clusters Score -1923040 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1923091.000000 Penalty: 3110.603271
	Iteration 16Q: 3 clusters Score -1923091 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1923139.750000 Penalty: 3110.603271
	Iteration 17Q: 3 clusters Score -1923140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1923160.125000 Penalty: 3110.603271
	Iteration 18Q: 3 clusters Score -1923160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1923189.625000 Penalty: 3110.603271
	Iteration 19Q: 3 clusters Score -1923190 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1923209.375000 Penalty: 3110.603271
	Iteration 20F: 3 clusters Score -1923209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1923230.875000 Penalty: 3110.603271
	Iteration 21Q: 3 clusters Score -1923231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1923259.625000 Penalty: 3110.603271
	Iteration 22Q: 3 clusters Score -1923260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1923277.875000 Penalty: 3110.603271
	Iteration 23Q: 3 clusters Score -1923278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1923302.250000 Penalty: 3110.603271
	Iteration 24Q: 3 clusters Score -1923302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1923327.500000 Penalty: 3110.603271
	Iteration 25Q: 3 clusters Score -1923328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1923355.000000 Penalty: 3110.603271
	Iteration 26Q: 3 clusters Score -1923355 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1923371.625000 Penalty: 3110.603271
	Iteration 27Q: 3 clusters Score -1923372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1923409.750000 Penalty: 3110.603271
	Iteration 28Q: 3 clusters Score -1923410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1923422.000000 Penalty: 3110.603271
	Iteration 29Q: 3 clusters Score -1923422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1923435.125000 Penalty: 3110.603271
	Iteration 30Q: 3 clusters Score -1923435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1923443.875000 Penalty: 3110.603271
	Iteration 31Q: 3 clusters Score -1923444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1923457.500000 Penalty: 3110.603271
	Iteration 32Q: 3 clusters Score -1923458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1923462.500000 Penalty: 3110.603271
	Iteration 33Q: 3 clusters Score -1923462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1923470.000000 Penalty: 3110.603271
	Iteration 34Q: 3 clusters Score -1923470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1923476.625000 Penalty: 3110.603271
	Iteration 35Q: 3 clusters Score -1923477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1923480.625000 Penalty: 3110.603271
	Iteration 36Q: 3 clusters Score -1923481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1923477.250000 Penalty: 3110.603271
	Iteration 37Q: 3 clusters Score -1923477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1923476.750000 Penalty: 3110.603271
	Iteration 38Q: 3 clusters Score -1923477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1923477.750000 Penalty: 3110.603271
	Iteration 39Q: 3 clusters Score -1923478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1923483.750000 Penalty: 3110.603271
	Iteration 40F: 3 clusters Score -1923484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1923486.500000 Penalty: 3110.603271
	Iteration 41Q: 3 clusters Score -1923486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1923490.250000 Penalty: 3110.603271
	Iteration 42Q: 3 clusters Score -1923490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1923490.750000 Penalty: 3110.603271
	Iteration 43Q: 3 clusters Score -1923491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1923491.750000 Penalty: 3110.603271
	Iteration 44Q: 3 clusters Score -1923492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1923490.875000 Penalty: 3110.603271
	Iteration 45Q: 3 clusters Score -1923491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1923491.750000 Penalty: 3110.603271
	Iteration 46Q: 3 clusters Score -1923492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1923490.750000 Penalty: 3110.603271
	Iteration 47Q: 3 clusters Score -1923491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1923491.625000 Penalty: 3110.603271
	Iteration 48Q: 3 clusters Score -1923492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1923490.750000 Penalty: 3110.603271
	Iteration 49Q: 3 clusters Score -1923491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1923490.625000 Penalty: 3110.603271
	Iteration 50Q: 3 clusters Score -1923491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1923491.625000 Penalty: 3110.603271
	Iteration 51Q: 3 clusters Score -1923492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1923491.000000 Penalty: 3110.603271
	Iteration 52Q: 3 clusters Score -1923491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1923491.625000 Penalty: 3110.603271
	Iteration 53Q: 3 clusters Score -1923492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1923488.500000 Penalty: 3110.603271
	Iteration 54Q: 3 clusters Score -1923488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1923490.000000 Penalty: 3110.603271
	Iteration 55Q: 3 clusters Score -1923490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1923491.125000 Penalty: 3110.603271
	Iteration 56Q: 3 clusters Score -1923491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1923490.500000 Penalty: 3110.603271
	Iteration 57Q: 3 clusters Score -1923490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1923490.500000 Penalty: 3110.603271
	Iteration 58F: 3 clusters Score -1923490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -381278.468750 Penalty: 1302.651733
	Iteration 0F: 2 clusters Score -381278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -378542.906250 Penalty: 2605.303467
	Iteration 0F: 3 clusters Score -378542.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -379246.937500 Penalty: 2605.303467
	Iteration 1F: 3 clusters Score -379246.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -379604.156250 Penalty: 2605.303467
	Iteration 2F: 3 clusters Score -379604.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -379944.593750 Penalty: 2605.303467
	Iteration 3F: 3 clusters Score -379944.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -380287.968750 Penalty: 2605.303467
	Iteration 4F: 3 clusters Score -380288 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -380638.343750 Penalty: 2605.303467
	Iteration 5F: 3 clusters Score -380638.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -380947.468750 Penalty: 2605.303467
	Iteration 6F: 3 clusters Score -380947.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -381141.406250 Penalty: 2605.303467
	Iteration 7F: 3 clusters Score -381141.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -381253.562500 Penalty: 2605.303467
	Iteration 8Q: 3 clusters Score -381253.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -381285.687500 Penalty: 2605.303467
	Iteration 9Q: 3 clusters Score -381285.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -381307.937500 Penalty: 2605.303467
	Iteration 10Q: 3 clusters Score -381307.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -381325.687500 Penalty: 2605.303467
	Iteration 11Q: 3 clusters Score -381325.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -381340.500000 Penalty: 2605.303467
	Iteration 12Q: 3 clusters Score -381340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -381352.281250 Penalty: 2605.303467
	Iteration 13Q: 3 clusters Score -381352.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -381360.375000 Penalty: 2605.303467
	Iteration 14Q: 3 clusters Score -381360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -381365.750000 Penalty: 2605.303467
	Iteration 15Q: 3 clusters Score -381365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -381368.656250 Penalty: 2605.303467
	Iteration 16Q: 3 clusters Score -381368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -381372.781250 Penalty: 2605.303467
	Iteration 17Q: 3 clusters Score -381372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -381374.468750 Penalty: 2605.303467
	Iteration 18Q: 3 clusters Score -381374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -381375.156250 Penalty: 2605.303467
	Iteration 19Q: 3 clusters Score -381375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -381375.156250 Penalty: 2605.303467
	Iteration 20F: 3 clusters Score -381375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 88493 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 783 members 
Entering Unmasked Estep 
Score: -127729664.000000 Penalty: 76333.843750
Splitting cluster 21 changes total score from -127726152.000000 to -127729664.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (88493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Entering Unmasked Estep 
Score: -11758349.000000 Penalty: 1850.985229
	Iteration 0F: 2 clusters Score -1.175835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -11705850.000000 Penalty: 3701.970459
	Iteration 0F: 3 clusters Score -1.170585e+07 nChanged 42243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -11730467.000000 Penalty: 3701.970459
	Iteration 1F: 3 clusters Score -1.173047e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -11731523.000000 Penalty: 3701.970459
	Iteration 2Q: 3 clusters Score -1.173152e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -11733110.000000 Penalty: 3701.970459
	Iteration 3Q: 3 clusters Score -1.173311e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -11735637.000000 Penalty: 3701.970459
	Iteration 4F: 3 clusters Score -1.173564e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -11739705.000000 Penalty: 3701.970459
	Iteration 5F: 3 clusters Score -1.17397e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -11745584.000000 Penalty: 3701.970459
	Iteration 6F: 3 clusters Score -1.174558e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -11752302.000000 Penalty: 3701.970459
	Iteration 7F: 3 clusters Score -1.17523e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -11756391.000000 Penalty: 3701.970459
	Iteration 8F: 3 clusters Score -1.175639e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -11758177.000000 Penalty: 3701.970459
	Iteration 9Q: 3 clusters Score -1.175818e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -11758853.000000 Penalty: 3701.970459
	Iteration 10Q: 3 clusters Score -1.175885e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -11759397.000000 Penalty: 3701.970459
	Iteration 11Q: 3 clusters Score -1.17594e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -11759745.000000 Penalty: 3701.970459
	Iteration 12Q: 3 clusters Score -1.175974e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -11759873.000000 Penalty: 3701.970459
	Iteration 13Q: 3 clusters Score -1.175987e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -11760062.000000 Penalty: 3701.970459
	Iteration 14Q: 3 clusters Score -1.176006e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -11760130.000000 Penalty: 3701.970459
	Iteration 15Q: 3 clusters Score -1.176013e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -11760188.000000 Penalty: 3701.970459
	Iteration 16Q: 3 clusters Score -1.176019e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -11760267.000000 Penalty: 3701.970459
	Iteration 17Q: 3 clusters Score -1.176027e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -11760287.000000 Penalty: 3701.970459
	Iteration 18Q: 3 clusters Score -1.176029e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -11760264.000000 Penalty: 3701.970459
	Iteration 19Q: 3 clusters Score -1.176026e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -11760294.000000 Penalty: 3701.970459
	Iteration 20F: 3 clusters Score -1.176029e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -11760304.000000 Penalty: 3701.970459
	Iteration 21Q: 3 clusters Score -1.17603e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -11760344.000000 Penalty: 3701.970459
	Iteration 22Q: 3 clusters Score -1.176034e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -11760345.000000 Penalty: 3701.970459
	Iteration 23Q: 3 clusters Score -1.176034e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -11760364.000000 Penalty: 3701.970459
	Iteration 24Q: 3 clusters Score -1.176036e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -11760388.000000 Penalty: 3701.970459
	Iteration 25Q: 3 clusters Score -1.176039e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -11760366.000000 Penalty: 3701.970459
	Iteration 26Q: 3 clusters Score -1.176037e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -11760384.000000 Penalty: 3701.970459
	Iteration 27Q: 3 clusters Score -1.176038e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -11760348.000000 Penalty: 3701.970459
	Iteration 28Q: 3 clusters Score -1.176035e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -11760308.000000 Penalty: 3701.970459
	Iteration 29Q: 3 clusters Score -1.176031e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -11760291.000000 Penalty: 3701.970459
	Iteration 30Q: 3 clusters Score -1.176029e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -11760270.000000 Penalty: 3701.970459
	Iteration 31Q: 3 clusters Score -1.176027e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -11760282.000000 Penalty: 3701.970459
	Iteration 32Q: 3 clusters Score -1.176028e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -11760298.000000 Penalty: 3701.970459
	Iteration 33Q: 3 clusters Score -1.17603e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -11760299.000000 Penalty: 3701.970459
	Iteration 34Q: 3 clusters Score -1.17603e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -11760307.000000 Penalty: 3701.970459
	Iteration 35Q: 3 clusters Score -1.176031e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -11760281.000000 Penalty: 3701.970459
	Iteration 36Q: 3 clusters Score -1.176028e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -11760286.000000 Penalty: 3701.970459
	Iteration 37Q: 3 clusters Score -1.176029e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -11760319.000000 Penalty: 3701.970459
	Iteration 38Q: 3 clusters Score -1.176032e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -11760321.000000 Penalty: 3701.970459
	Iteration 39Q: 3 clusters Score -1.176032e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -11760359.000000 Penalty: 3701.970459
	Iteration 40F: 3 clusters Score -1.176036e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -11760368.000000 Penalty: 3701.970459
	Iteration 41Q: 3 clusters Score -1.176037e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -11760365.000000 Penalty: 3701.970459
	Iteration 42Q: 3 clusters Score -1.176036e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -11760386.000000 Penalty: 3701.970459
	Iteration 43Q: 3 clusters Score -1.176039e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -11760415.000000 Penalty: 3701.970459
	Iteration 44Q: 3 clusters Score -1.176042e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -11760411.000000 Penalty: 3701.970459
	Iteration 45Q: 3 clusters Score -1.176041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -11760399.000000 Penalty: 3701.970459
	Iteration 46Q: 3 clusters Score -1.17604e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -11760397.000000 Penalty: 3701.970459
	Iteration 47Q: 3 clusters Score -1.17604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -11760381.000000 Penalty: 3701.970459
	Iteration 48Q: 3 clusters Score -1.176038e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -11760405.000000 Penalty: 3701.970459
	Iteration 49Q: 3 clusters Score -1.17604e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -11760451.000000 Penalty: 3701.970459
	Iteration 50Q: 3 clusters Score -1.176045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -11760430.000000 Penalty: 3701.970459
	Iteration 51Q: 3 clusters Score -1.176043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -11760447.000000 Penalty: 3701.970459
	Iteration 52Q: 3 clusters Score -1.176045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -11760458.000000 Penalty: 3701.970459
	Iteration 53Q: 3 clusters Score -1.176046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -11760454.000000 Penalty: 3701.970459
	Iteration 54Q: 3 clusters Score -1.176045e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -11760443.000000 Penalty: 3701.970459
	Iteration 55Q: 3 clusters Score -1.176044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -11760432.000000 Penalty: 3701.970459
	Iteration 56Q: 3 clusters Score -1.176043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -11760427.000000 Penalty: 3701.970459
	Iteration 57Q: 3 clusters Score -1.176043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -11760411.000000 Penalty: 3701.970459
	Iteration 58Q: 3 clusters Score -1.176041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -11760398.000000 Penalty: 3701.970459
	Iteration 59Q: 3 clusters Score -1.17604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -11760400.000000 Penalty: 3701.970459
	Iteration 60F: 3 clusters Score -1.17604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11760401.000000 Penalty: 3701.970459
	Iteration 61Q: 3 clusters Score -1.17604e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -11760415.000000 Penalty: 3701.970459
	Iteration 62Q: 3 clusters Score -1.176042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -11760416.000000 Penalty: 3701.970459
	Iteration 63Q: 3 clusters Score -1.176042e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -11760388.000000 Penalty: 3701.970459
	Iteration 64Q: 3 clusters Score -1.176039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -11760399.000000 Penalty: 3701.970459
	Iteration 65Q: 3 clusters Score -1.17604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -11760411.000000 Penalty: 3701.970459
	Iteration 66Q: 3 clusters Score -1.176041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -11760417.000000 Penalty: 3701.970459
	Iteration 67Q: 3 clusters Score -1.176042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -11760394.000000 Penalty: 3701.970459
	Iteration 68Q: 3 clusters Score -1.176039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -11760411.000000 Penalty: 3701.970459
	Iteration 69Q: 3 clusters Score -1.176041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -11760415.000000 Penalty: 3701.970459
	Iteration 70Q: 3 clusters Score -1.176042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -11760418.000000 Penalty: 3701.970459
	Iteration 71Q: 3 clusters Score -1.176042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -11760425.000000 Penalty: 3701.970459
	Iteration 72Q: 3 clusters Score -1.176042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -11760419.000000 Penalty: 3701.970459
	Iteration 73Q: 3 clusters Score -1.176042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -11760428.000000 Penalty: 3701.970459
	Iteration 74Q: 3 clusters Score -1.176043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -11760434.000000 Penalty: 3701.970459
	Iteration 75Q: 3 clusters Score -1.176043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -11760439.000000 Penalty: 3701.970459
	Iteration 76Q: 3 clusters Score -1.176044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -11760433.000000 Penalty: 3701.970459
	Iteration 77Q: 3 clusters Score -1.176043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -11760444.000000 Penalty: 3701.970459
	Iteration 78Q: 3 clusters Score -1.176044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -11760456.000000 Penalty: 3701.970459
	Iteration 79Q: 3 clusters Score -1.176046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -11760460.000000 Penalty: 3701.970459
	Iteration 80F: 3 clusters Score -1.176046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -11760445.000000 Penalty: 3701.970459
	Iteration 81Q: 3 clusters Score -1.176044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -11760452.000000 Penalty: 3701.970459
	Iteration 82Q: 3 clusters Score -1.176045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -11760458.000000 Penalty: 3701.970459
	Iteration 83Q: 3 clusters Score -1.176046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -11760465.000000 Penalty: 3701.970459
	Iteration 84Q: 3 clusters Score -1.176046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -11760461.000000 Penalty: 3701.970459
	Iteration 85Q: 3 clusters Score -1.176046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -11760459.000000 Penalty: 3701.970459
	Iteration 86Q: 3 clusters Score -1.176046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -11760462.000000 Penalty: 3701.970459
	Iteration 87Q: 3 clusters Score -1.176046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -11760473.000000 Penalty: 3701.970459
	Iteration 88Q: 3 clusters Score -1.176047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -11760477.000000 Penalty: 3701.970459
	Iteration 89Q: 3 clusters Score -1.176048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -11760470.000000 Penalty: 3701.970459
	Iteration 90Q: 3 clusters Score -1.176047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -11760488.000000 Penalty: 3701.970459
	Iteration 91Q: 3 clusters Score -1.176049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -11760489.000000 Penalty: 3701.970459
	Iteration 92Q: 3 clusters Score -1.176049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -11760477.000000 Penalty: 3701.970459
	Iteration 93Q: 3 clusters Score -1.176048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -11760483.000000 Penalty: 3701.970459
	Iteration 94Q: 3 clusters Score -1.176048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -11760479.000000 Penalty: 3701.970459
	Iteration 95Q: 3 clusters Score -1.176048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -11760482.000000 Penalty: 3701.970459
	Iteration 96Q: 3 clusters Score -1.176048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -11760485.000000 Penalty: 3701.970459
	Iteration 97Q: 3 clusters Score -1.176048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -11760499.000000 Penalty: 3701.970459
	Iteration 98Q: 3 clusters Score -1.17605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -11760490.000000 Penalty: 3701.970459
	Iteration 99Q: 3 clusters Score -1.176049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -11760504.000000 Penalty: 3701.970459
	Iteration 100F: 3 clusters Score -1.17605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -11760512.000000 Penalty: 3701.970459
	Iteration 101Q: 3 clusters Score -1.176051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -11760522.000000 Penalty: 3701.970459
	Iteration 102Q: 3 clusters Score -1.176052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -11760516.000000 Penalty: 3701.970459
	Iteration 103Q: 3 clusters Score -1.176052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -11760518.000000 Penalty: 3701.970459
	Iteration 104Q: 3 clusters Score -1.176052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -11760518.000000 Penalty: 3701.970459
	Iteration 105Q: 3 clusters Score -1.176052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -11760509.000000 Penalty: 3701.970459
	Iteration 106Q: 3 clusters Score -1.176051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -11760504.000000 Penalty: 3701.970459
	Iteration 107Q: 3 clusters Score -1.17605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -11760509.000000 Penalty: 3701.970459
	Iteration 108Q: 3 clusters Score -1.176051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -11760503.000000 Penalty: 3701.970459
	Iteration 109Q: 3 clusters Score -1.17605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -11760503.000000 Penalty: 3701.970459
	Iteration 110F: 3 clusters Score -1.17605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 39590 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 48903 members 
Entering Unmasked Estep 
Score: -127731032.000000 Penalty: 78578.953125
Splitting cluster 22 changes total score from -127726152.000000 to -127731032.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -221243.828125 Penalty: 1214.281372
	Iteration 0F: 2 clusters Score -221243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219299.968750 Penalty: 2428.562744
	Iteration 0F: 3 clusters Score -219300 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219713.125000 Penalty: 2428.562744
	Iteration 1F: 3 clusters Score -219713.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219805.859375 Penalty: 2428.562744
	Iteration 2F: 3 clusters Score -219805.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219876.312500 Penalty: 2428.562744
	Iteration 3Q: 3 clusters Score -219876.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219928.953125 Penalty: 2428.562744
	Iteration 4Q: 3 clusters Score -219929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219990.859375 Penalty: 2428.562744
	Iteration 5Q: 3 clusters Score -219990.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220048.500000 Penalty: 2428.562744
	Iteration 6Q: 3 clusters Score -220048.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -220106.578125 Penalty: 2428.562744
	Iteration 7Q: 3 clusters Score -220106.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -220146.031250 Penalty: 2428.562744
	Iteration 8Q: 3 clusters Score -220146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220176.000000 Penalty: 2428.562744
	Iteration 9Q: 3 clusters Score -220176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220209.515625 Penalty: 2428.562744
	Iteration 10Q: 3 clusters Score -220209.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -220235.562500 Penalty: 2428.562744
	Iteration 11Q: 3 clusters Score -220235.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -220256.609375 Penalty: 2428.562744
	Iteration 12Q: 3 clusters Score -220256.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -220271.984375 Penalty: 2428.562744
	Iteration 13Q: 3 clusters Score -220272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -220279.375000 Penalty: 2428.562744
	Iteration 14Q: 3 clusters Score -220279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -220287.812500 Penalty: 2428.562744
	Iteration 15Q: 3 clusters Score -220287.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -220292.906250 Penalty: 2428.562744
	Iteration 16Q: 3 clusters Score -220292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220297.828125 Penalty: 2428.562744
	Iteration 17Q: 3 clusters Score -220297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -220301.093750 Penalty: 2428.562744
	Iteration 18Q: 3 clusters Score -220301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -220304.296875 Penalty: 2428.562744
	Iteration 19Q: 3 clusters Score -220304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220309.968750 Penalty: 2428.562744
	Iteration 20F: 3 clusters Score -220310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220312.656250 Penalty: 2428.562744
	Iteration 21Q: 3 clusters Score -220312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -220313.015625 Penalty: 2428.562744
	Iteration 22Q: 3 clusters Score -220313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -220313.015625 Penalty: 2428.562744
	Iteration 23F: 3 clusters Score -220313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Entering Unmasked Estep 
Score: -12810663.000000 Penalty: 1866.305664
	Iteration 0F: 2 clusters Score -1.281066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -12752651.000000 Penalty: 3732.611328
	Iteration 0F: 3 clusters Score -1.275265e+07 nChanged 46455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -12779832.000000 Penalty: 3732.611328
	Iteration 1F: 3 clusters Score -1.277983e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -12781366.000000 Penalty: 3732.611328
	Iteration 2Q: 3 clusters Score -1.278137e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -12784572.000000 Penalty: 3732.611328
	Iteration 3F: 3 clusters Score -1.278457e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -12790445.000000 Penalty: 3732.611328
	Iteration 4F: 3 clusters Score -1.279044e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -12798554.000000 Penalty: 3732.611328
	Iteration 5F: 3 clusters Score -1.279855e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -12806417.000000 Penalty: 3732.611328
	Iteration 6F: 3 clusters Score -1.280642e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -12811046.000000 Penalty: 3732.611328
	Iteration 7F: 3 clusters Score -1.281105e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -12813226.000000 Penalty: 3732.611328
	Iteration 8Q: 3 clusters Score -1.281323e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -12814586.000000 Penalty: 3732.611328
	Iteration 9Q: 3 clusters Score -1.281459e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -12815669.000000 Penalty: 3732.611328
	Iteration 10Q: 3 clusters Score -1.281567e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -12816392.000000 Penalty: 3732.611328
	Iteration 11Q: 3 clusters Score -1.281639e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -12816822.000000 Penalty: 3732.611328
	Iteration 12Q: 3 clusters Score -1.281682e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -12817134.000000 Penalty: 3732.611328
	Iteration 13Q: 3 clusters Score -1.281713e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -12817269.000000 Penalty: 3732.611328
	Iteration 14Q: 3 clusters Score -1.281727e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -12817332.000000 Penalty: 3732.611328
	Iteration 15Q: 3 clusters Score -1.281733e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -12817472.000000 Penalty: 3732.611328
	Iteration 16Q: 3 clusters Score -1.281747e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -12817454.000000 Penalty: 3732.611328
	Iteration 17Q: 3 clusters Score -1.281745e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -12817527.000000 Penalty: 3732.611328
	Iteration 18Q: 3 clusters Score -1.281753e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -12817643.000000 Penalty: 3732.611328
	Iteration 19Q: 3 clusters Score -1.281764e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -12817595.000000 Penalty: 3732.611328
	Iteration 20F: 3 clusters Score -1.28176e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -12817526.000000 Penalty: 3732.611328
	Iteration 21Q: 3 clusters Score -1.281753e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -12817550.000000 Penalty: 3732.611328
	Iteration 22Q: 3 clusters Score -1.281755e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -12817583.000000 Penalty: 3732.611328
	Iteration 23Q: 3 clusters Score -1.281758e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -12817584.000000 Penalty: 3732.611328
	Iteration 24Q: 3 clusters Score -1.281758e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -12817624.000000 Penalty: 3732.611328
	Iteration 25Q: 3 clusters Score -1.281762e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -12817639.000000 Penalty: 3732.611328
	Iteration 26Q: 3 clusters Score -1.281764e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -12817670.000000 Penalty: 3732.611328
	Iteration 27Q: 3 clusters Score -1.281767e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -12817652.000000 Penalty: 3732.611328
	Iteration 28Q: 3 clusters Score -1.281765e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -12817649.000000 Penalty: 3732.611328
	Iteration 29Q: 3 clusters Score -1.281765e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -12817635.000000 Penalty: 3732.611328
	Iteration 30Q: 3 clusters Score -1.281764e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -12817646.000000 Penalty: 3732.611328
	Iteration 31Q: 3 clusters Score -1.281765e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -12817623.000000 Penalty: 3732.611328
	Iteration 32Q: 3 clusters Score -1.281762e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -12817629.000000 Penalty: 3732.611328
	Iteration 33Q: 3 clusters Score -1.281763e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -12817630.000000 Penalty: 3732.611328
	Iteration 34Q: 3 clusters Score -1.281763e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -12817650.000000 Penalty: 3732.611328
	Iteration 35Q: 3 clusters Score -1.281765e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -12817636.000000 Penalty: 3732.611328
	Iteration 36Q: 3 clusters Score -1.281764e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -12817652.000000 Penalty: 3732.611328
	Iteration 37Q: 3 clusters Score -1.281765e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -12817641.000000 Penalty: 3732.611328
	Iteration 38Q: 3 clusters Score -1.281764e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -12817642.000000 Penalty: 3732.611328
	Iteration 39Q: 3 clusters Score -1.281764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -12817643.000000 Penalty: 3732.611328
	Iteration 40F: 3 clusters Score -1.281764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -12817660.000000 Penalty: 3732.611328
	Iteration 41Q: 3 clusters Score -1.281766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -12817644.000000 Penalty: 3732.611328
	Iteration 42Q: 3 clusters Score -1.281764e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -12817656.000000 Penalty: 3732.611328
	Iteration 43Q: 3 clusters Score -1.281766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -12817641.000000 Penalty: 3732.611328
	Iteration 44Q: 3 clusters Score -1.281764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -12817626.000000 Penalty: 3732.611328
	Iteration 45Q: 3 clusters Score -1.281763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -12817615.000000 Penalty: 3732.611328
	Iteration 46Q: 3 clusters Score -1.281762e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -12817621.000000 Penalty: 3732.611328
	Iteration 47Q: 3 clusters Score -1.281762e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -12817627.000000 Penalty: 3732.611328
	Iteration 48Q: 3 clusters Score -1.281763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -12817609.000000 Penalty: 3732.611328
	Iteration 49Q: 3 clusters Score -1.281761e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -12817625.000000 Penalty: 3732.611328
	Iteration 50Q: 3 clusters Score -1.281762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -12817632.000000 Penalty: 3732.611328
	Iteration 51Q: 3 clusters Score -1.281763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -12817638.000000 Penalty: 3732.611328
	Iteration 52Q: 3 clusters Score -1.281764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -12817639.000000 Penalty: 3732.611328
	Iteration 53Q: 3 clusters Score -1.281764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -12817635.000000 Penalty: 3732.611328
	Iteration 54Q: 3 clusters Score -1.281764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -12817610.000000 Penalty: 3732.611328
	Iteration 55Q: 3 clusters Score -1.281761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -12817619.000000 Penalty: 3732.611328
	Iteration 56Q: 3 clusters Score -1.281762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -12817627.000000 Penalty: 3732.611328
	Iteration 57Q: 3 clusters Score -1.281763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -12817631.000000 Penalty: 3732.611328
	Iteration 58Q: 3 clusters Score -1.281763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -12817635.000000 Penalty: 3732.611328
	Iteration 59Q: 3 clusters Score -1.281764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -12817620.000000 Penalty: 3732.611328
	Iteration 60F: 3 clusters Score -1.281762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -12817637.000000 Penalty: 3732.611328
	Iteration 61Q: 3 clusters Score -1.281764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -12817640.000000 Penalty: 3732.611328
	Iteration 62Q: 3 clusters Score -1.281764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -12817640.000000 Penalty: 3732.611328
	Iteration 63Q: 3 clusters Score -1.281764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -12817629.000000 Penalty: 3732.611328
	Iteration 64Q: 3 clusters Score -1.281763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -12817642.000000 Penalty: 3732.611328
	Iteration 65Q: 3 clusters Score -1.281764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -12817637.000000 Penalty: 3732.611328
	Iteration 66Q: 3 clusters Score -1.281764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -12817637.000000 Penalty: 3732.611328
	Iteration 67Q: 3 clusters Score -1.281764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -12817638.000000 Penalty: 3732.611328
	Iteration 68Q: 3 clusters Score -1.281764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -12817640.000000 Penalty: 3732.611328
	Iteration 69Q: 3 clusters Score -1.281764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -12817641.000000 Penalty: 3732.611328
	Iteration 70Q: 3 clusters Score -1.281764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -12817640.000000 Penalty: 3732.611328
	Iteration 71Q: 3 clusters Score -1.281764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -12817637.000000 Penalty: 3732.611328
	Iteration 72Q: 3 clusters Score -1.281764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -12817640.000000 Penalty: 3732.611328
	Iteration 73Q: 3 clusters Score -1.281764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -12817644.000000 Penalty: 3732.611328
	Iteration 74Q: 3 clusters Score -1.281764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -12817647.000000 Penalty: 3732.611328
	Iteration 75Q: 3 clusters Score -1.281765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -12817646.000000 Penalty: 3732.611328
	Iteration 76Q: 3 clusters Score -1.281765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -12817641.000000 Penalty: 3732.611328
	Iteration 77Q: 3 clusters Score -1.281764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -12817637.000000 Penalty: 3732.611328
	Iteration 78Q: 3 clusters Score -1.281764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -12817638.000000 Penalty: 3732.611328
	Iteration 79Q: 3 clusters Score -1.281764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -12817644.000000 Penalty: 3732.611328
	Iteration 80F: 3 clusters Score -1.281764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -12817645.000000 Penalty: 3732.611328
	Iteration 81Q: 3 clusters Score -1.281764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -12817645.000000 Penalty: 3732.611328
	Iteration 82F: 3 clusters Score -1.281764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 39590 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 55378 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 48903 members 
Mstep: Class 36 contains 41864 members 
Entering Unmasked Estep 
Score: -127737312.000000 Penalty: 80824.070312
Splitting cluster 24 changes total score from -127726152.000000 to -127737312.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (92212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Entering Unmasked Estep 
Score: -12185662.000000 Penalty: 1857.674927
	Iteration 0F: 2 clusters Score -1.218566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -12131379.000000 Penalty: 3715.349854
	Iteration 0F: 3 clusters Score -1.213138e+07 nChanged 43858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -12156186.000000 Penalty: 3715.349854
	Iteration 1F: 3 clusters Score -1.215619e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -12156762.000000 Penalty: 3715.349854
	Iteration 2Q: 3 clusters Score -1.215676e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -12157359.000000 Penalty: 3715.349854
	Iteration 3Q: 3 clusters Score -1.215736e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -12157962.000000 Penalty: 3715.349854
	Iteration 4Q: 3 clusters Score -1.215796e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -12158867.000000 Penalty: 3715.349854
	Iteration 5Q: 3 clusters Score -1.215887e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -12160231.000000 Penalty: 3715.349854
	Iteration 6Q: 3 clusters Score -1.216023e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -12162623.000000 Penalty: 3715.349854
	Iteration 7F: 3 clusters Score -1.216262e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -12166296.000000 Penalty: 3715.349854
	Iteration 8F: 3 clusters Score -1.21663e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -12170375.000000 Penalty: 3715.349854
	Iteration 9F: 3 clusters Score -1.217038e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -12174543.000000 Penalty: 3715.349854
	Iteration 10F: 3 clusters Score -1.217454e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -12177449.000000 Penalty: 3715.349854
	Iteration 11Q: 3 clusters Score -1.217745e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -12179230.000000 Penalty: 3715.349854
	Iteration 12Q: 3 clusters Score -1.217923e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -12180270.000000 Penalty: 3715.349854
	Iteration 13Q: 3 clusters Score -1.218027e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -12180953.000000 Penalty: 3715.349854
	Iteration 14Q: 3 clusters Score -1.218095e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -12181467.000000 Penalty: 3715.349854
	Iteration 15Q: 3 clusters Score -1.218147e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12181950.000000 Penalty: 3715.349854
	Iteration 16Q: 3 clusters Score -1.218195e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -12182338.000000 Penalty: 3715.349854
	Iteration 17Q: 3 clusters Score -1.218234e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -12182727.000000 Penalty: 3715.349854
	Iteration 18Q: 3 clusters Score -1.218273e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -12183044.000000 Penalty: 3715.349854
	Iteration 19Q: 3 clusters Score -1.218304e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -12183234.000000 Penalty: 3715.349854
	Iteration 20F: 3 clusters Score -1.218323e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12183408.000000 Penalty: 3715.349854
	Iteration 21Q: 3 clusters Score -1.218341e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12183491.000000 Penalty: 3715.349854
	Iteration 22Q: 3 clusters Score -1.218349e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12183597.000000 Penalty: 3715.349854
	Iteration 23Q: 3 clusters Score -1.21836e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12183662.000000 Penalty: 3715.349854
	Iteration 24Q: 3 clusters Score -1.218366e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12183725.000000 Penalty: 3715.349854
	Iteration 25Q: 3 clusters Score -1.218372e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12183783.000000 Penalty: 3715.349854
	Iteration 26Q: 3 clusters Score -1.218378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12183844.000000 Penalty: 3715.349854
	Iteration 27Q: 3 clusters Score -1.218384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12183889.000000 Penalty: 3715.349854
	Iteration 28Q: 3 clusters Score -1.218389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12183922.000000 Penalty: 3715.349854
	Iteration 29Q: 3 clusters Score -1.218392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12183929.000000 Penalty: 3715.349854
	Iteration 30Q: 3 clusters Score -1.218393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12183959.000000 Penalty: 3715.349854
	Iteration 31Q: 3 clusters Score -1.218396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12183961.000000 Penalty: 3715.349854
	Iteration 32Q: 3 clusters Score -1.218396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12183960.000000 Penalty: 3715.349854
	Iteration 33Q: 3 clusters Score -1.218396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12183948.000000 Penalty: 3715.349854
	Iteration 34Q: 3 clusters Score -1.218395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12183955.000000 Penalty: 3715.349854
	Iteration 35Q: 3 clusters Score -1.218396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12183958.000000 Penalty: 3715.349854
	Iteration 36Q: 3 clusters Score -1.218396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12183956.000000 Penalty: 3715.349854
	Iteration 37Q: 3 clusters Score -1.218396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12183963.000000 Penalty: 3715.349854
	Iteration 38Q: 3 clusters Score -1.218396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12183971.000000 Penalty: 3715.349854
	Iteration 39Q: 3 clusters Score -1.218397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12183962.000000 Penalty: 3715.349854
	Iteration 40F: 3 clusters Score -1.218396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12183968.000000 Penalty: 3715.349854
	Iteration 41Q: 3 clusters Score -1.218397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12183969.000000 Penalty: 3715.349854
	Iteration 42Q: 3 clusters Score -1.218397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12183983.000000 Penalty: 3715.349854
	Iteration 43Q: 3 clusters Score -1.218398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12183989.000000 Penalty: 3715.349854
	Iteration 44Q: 3 clusters Score -1.218399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12183996.000000 Penalty: 3715.349854
	Iteration 45Q: 3 clusters Score -1.2184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12183995.000000 Penalty: 3715.349854
	Iteration 46Q: 3 clusters Score -1.2184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12183992.000000 Penalty: 3715.349854
	Iteration 47Q: 3 clusters Score -1.218399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12183997.000000 Penalty: 3715.349854
	Iteration 48Q: 3 clusters Score -1.2184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12184003.000000 Penalty: 3715.349854
	Iteration 49Q: 3 clusters Score -1.2184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12184001.000000 Penalty: 3715.349854
	Iteration 50Q: 3 clusters Score -1.2184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12184009.000000 Penalty: 3715.349854
	Iteration 51Q: 3 clusters Score -1.218401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12184012.000000 Penalty: 3715.349854
	Iteration 52Q: 3 clusters Score -1.218401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12184004.000000 Penalty: 3715.349854
	Iteration 53Q: 3 clusters Score -1.2184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12184009.000000 Penalty: 3715.349854
	Iteration 54Q: 3 clusters Score -1.218401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12184003.000000 Penalty: 3715.349854
	Iteration 55Q: 3 clusters Score -1.2184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12184011.000000 Penalty: 3715.349854
	Iteration 56Q: 3 clusters Score -1.218401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12184005.000000 Penalty: 3715.349854
	Iteration 57Q: 3 clusters Score -1.2184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12184005.000000 Penalty: 3715.349854
	Iteration 58F: 3 clusters Score -1.2184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Entering Unmasked Estep 
Score: -1904415.125000 Penalty: 1562.525024
	Iteration 0F: 2 clusters Score -1904415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1893972.875000 Penalty: 3125.050049
	Iteration 0F: 3 clusters Score -1893973 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1897706.625000 Penalty: 3125.050049
	Iteration 1F: 3 clusters Score -1897707 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1898075.125000 Penalty: 3125.050049
	Iteration 2F: 3 clusters Score -1898075 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1898451.750000 Penalty: 3125.050049
	Iteration 3F: 3 clusters Score -1898452 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1898868.250000 Penalty: 3125.050049
	Iteration 4F: 3 clusters Score -1898868 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1899315.375000 Penalty: 3125.050049
	Iteration 5F: 3 clusters Score -1899315 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1899813.000000 Penalty: 3125.050049
	Iteration 6F: 3 clusters Score -1899813 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1900367.500000 Penalty: 3125.050049
	Iteration 7F: 3 clusters Score -1900368 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1900947.625000 Penalty: 3125.050049
	Iteration 8F: 3 clusters Score -1900948 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1901470.125000 Penalty: 3125.050049
	Iteration 9Q: 3 clusters Score -1901470 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1901898.000000 Penalty: 3125.050049
	Iteration 10Q: 3 clusters Score -1901898 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1902207.375000 Penalty: 3125.050049
	Iteration 11Q: 3 clusters Score -1902207 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1902408.625000 Penalty: 3125.050049
	Iteration 12Q: 3 clusters Score -1902409 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1902574.625000 Penalty: 3125.050049
	Iteration 13Q: 3 clusters Score -1902575 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1902710.875000 Penalty: 3125.050049
	Iteration 14Q: 3 clusters Score -1902711 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1902811.375000 Penalty: 3125.050049
	Iteration 15Q: 3 clusters Score -1902811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1902882.875000 Penalty: 3125.050049
	Iteration 16Q: 3 clusters Score -1902883 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1902959.000000 Penalty: 3125.050049
	Iteration 17Q: 3 clusters Score -1902959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1903014.750000 Penalty: 3125.050049
	Iteration 18Q: 3 clusters Score -1903015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1903056.375000 Penalty: 3125.050049
	Iteration 19Q: 3 clusters Score -1903056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1903094.625000 Penalty: 3125.050049
	Iteration 20F: 3 clusters Score -1903095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1903125.875000 Penalty: 3125.050049
	Iteration 21Q: 3 clusters Score -1903126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1903156.625000 Penalty: 3125.050049
	Iteration 22Q: 3 clusters Score -1903157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1903175.875000 Penalty: 3125.050049
	Iteration 23Q: 3 clusters Score -1903176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1903191.250000 Penalty: 3125.050049
	Iteration 24Q: 3 clusters Score -1903191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1903205.250000 Penalty: 3125.050049
	Iteration 25Q: 3 clusters Score -1903205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1903214.250000 Penalty: 3125.050049
	Iteration 26Q: 3 clusters Score -1903214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1903221.125000 Penalty: 3125.050049
	Iteration 27Q: 3 clusters Score -1903221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1903228.500000 Penalty: 3125.050049
	Iteration 28Q: 3 clusters Score -1903228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1903228.375000 Penalty: 3125.050049
	Iteration 29Q: 3 clusters Score -1903228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1903231.125000 Penalty: 3125.050049
	Iteration 30Q: 3 clusters Score -1903231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1903237.875000 Penalty: 3125.050049
	Iteration 31Q: 3 clusters Score -1903238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1903240.375000 Penalty: 3125.050049
	Iteration 32Q: 3 clusters Score -1903240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1903238.375000 Penalty: 3125.050049
	Iteration 33Q: 3 clusters Score -1903238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1903241.000000 Penalty: 3125.050049
	Iteration 34Q: 3 clusters Score -1903241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1903242.500000 Penalty: 3125.050049
	Iteration 35Q: 3 clusters Score -1903242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1903245.625000 Penalty: 3125.050049
	Iteration 36Q: 3 clusters Score -1903246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1903246.250000 Penalty: 3125.050049
	Iteration 37Q: 3 clusters Score -1903246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1903249.375000 Penalty: 3125.050049
	Iteration 38Q: 3 clusters Score -1903249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1903247.125000 Penalty: 3125.050049
	Iteration 39Q: 3 clusters Score -1903247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1903249.125000 Penalty: 3125.050049
	Iteration 40F: 3 clusters Score -1903249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1903246.375000 Penalty: 3125.050049
	Iteration 41Q: 3 clusters Score -1903246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1903246.375000 Penalty: 3125.050049
	Iteration 42F: 3 clusters Score -1903246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -165225.578125 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -165225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -163542.421875 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -163542.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164025.093750 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -164025.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164261.609375 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -164261.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -164536.890625 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -164536.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -164725.000000 Penalty: 2370.893311
	Iteration 4F: 3 clusters Score -164725 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -164885.828125 Penalty: 2370.893311
	Iteration 5F: 3 clusters Score -164885.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -165026.656250 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -165026.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -165137.562500 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -165137.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -165201.140625 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -165201.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165237.234375 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -165237.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -165259.812500 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -165259.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -165275.156250 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -165275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165283.406250 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -165283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165285.375000 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -165285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165285.937500 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -165285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165285.937500 Penalty: 2370.893311
	Iteration 15F: 3 clusters Score -165285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 39590 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 55378 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 203 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 48903 members 
Mstep: Class 36 contains 41864 members 
Mstep: Class 37 contains 414 members 
Entering Unmasked Estep 
Score: -127736176.000000 Penalty: 83069.179688
Splitting cluster 27 changes total score from -127726152.000000 to -127736176.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -14424.800781 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -14424.8 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 106 members 
Entering Unmasked Estep 
Score: -13995.974609 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -13995.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14397.958008 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -14397.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14542.958984 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -14542.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14634.653320 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -14634.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14644.811523 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -14644.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14644.811523 Penalty: 1726.791992
	Iteration 5F: 3 clusters Score -14644.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 39590 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 55378 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 110 members 
Mstep: Class 29 contains 73899 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 70480 members 
Mstep: Class 32 contains 4203 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 48903 members 
Mstep: Class 36 contains 41864 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 93 members 
Entering Unmasked Estep 
Score: -127735112.000000 Penalty: 85314.296875
Splitting cluster 28 changes total score from -127726152.000000 to -127735112.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 92894 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 90305 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 12 contains 79517 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 14344 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 39590 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 55378 members 
Mstep: Class 25 contains 92212 members 
Mstep: Class 26 contains 14996 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 1858.146484 but Gain 2245.117188
Score: -127744312.000000 Penalty: 83069.179688
Iteration 79Q: 38 clusters Score -1.277443e+08 nChanged 25174
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 58285 members 
Mstep: Class 3 contains 93365 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 91446 members 
Mstep: Class 9 contains 21328 members 
Mstep: Class 10 contains 21033 members 
Mstep: Class 11 contains 71291 members 
Mstep: Class 12 contains 77419 members 
Mstep: Class 13 contains 12651 members 
Mstep: Class 14 contains 29068 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 39479 members 
Mstep: Class 23 contains 1793 members 
Mstep: Class 24 contains 56622 members 
Mstep: Class 25 contains 94424 members 
Mstep: Class 26 contains 15002 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 113 members 
Mstep: Class 29 contains 72159 members 
Mstep: Class 30 contains 2308 members 
Mstep: Class 31 contains 69447 members 
Mstep: Class 32 contains 4136 members 
Mstep: Class 33 contains 349 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 46732 members 
Mstep: Class 36 contains 41208 members 
Mstep: Class 38 contains 92 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750912.000000 Penalty: 83069.179688
Iteration 80F: 38 clusters Score -1.277509e+08 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 57289 members 
Mstep: Class 3 contains 93073 members 
Mstep: Class 4 contains 16789 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 91308 members 
Mstep: Class 9 contains 20852 members 
Mstep: Class 10 contains 21137 members 
Mstep: Class 11 contains 70372 members 
Mstep: Class 12 contains 74370 members 
Mstep: Class 13 contains 12491 members 
Mstep: Class 14 contains 29429 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 153 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 39021 members 
Mstep: Class 23 contains 1801 members 
Mstep: Class 24 contains 57039 members 
Mstep: Class 25 contains 96400 members 
Mstep: Class 26 contains 14865 members 
Mstep: Class 27 contains 1435 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 73303 members 
Mstep: Class 30 contains 2522 members 
Mstep: Class 31 contains 69189 members 
Mstep: Class 32 contains 4465 members 
Mstep: Class 33 contains 346 members 
Mstep: Class 34 contains 725 members 
Mstep: Class 35 contains 49163 members 
Mstep: Class 36 contains 41762 members 
Mstep: Class 38 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752800.000000 Penalty: 83069.179688
Iteration 81Q: 38 clusters Score -1.277528e+08 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 56556 members 
Mstep: Class 3 contains 92086 members 
Mstep: Class 4 contains 16942 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 5726 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 90904 members 
Mstep: Class 9 contains 20406 members 
Mstep: Class 10 contains 21281 members 
Mstep: Class 11 contains 69392 members 
Mstep: Class 12 contains 71026 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 29984 members 
Mstep: Class 15 contains 5770 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1397 members 
Mstep: Class 20 contains 13465 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 39602 members 
Mstep: Class 23 contains 1803 members 
Mstep: Class 24 contains 57509 members 
Mstep: Class 25 contains 98544 members 
Mstep: Class 26 contains 14755 members 
Mstep: Class 27 contains 1481 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 74044 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 68896 members 
Mstep: Class 32 contains 4663 members 
Mstep: Class 33 contains 346 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 51416 members 
Mstep: Class 36 contains 42222 members 
Mstep: Class 38 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753008.000000 Penalty: 83069.179688
Iteration 82Q: 38 clusters Score -1.27753e+08 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 56030 members 
Mstep: Class 3 contains 90738 members 
Mstep: Class 4 contains 17060 members 
Mstep: Class 5 contains 5085 members 
Mstep: Class 6 contains 5813 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 8 contains 90306 members 
Mstep: Class 9 contains 19983 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 68436 members 
Mstep: Class 12 contains 67441 members 
Mstep: Class 13 contains 12366 members 
Mstep: Class 14 contains 30711 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 13222 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 40603 members 
Mstep: Class 23 contains 1812 members 
Mstep: Class 24 contains 58029 members 
Mstep: Class 25 contains 100842 members 
Mstep: Class 26 contains 14670 members 
Mstep: Class 27 contains 1506 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 74628 members 
Mstep: Class 30 contains 2680 members 
Mstep: Class 31 contains 68450 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 353 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 53605 members 
Mstep: Class 36 contains 42660 members 
Mstep: Class 38 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752616.000000 Penalty: 83069.179688
Iteration 83Q: 38 clusters Score -1.277526e+08 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 55691 members 
Mstep: Class 3 contains 89257 members 
Mstep: Class 4 contains 17158 members 
Mstep: Class 5 contains 4983 members 
Mstep: Class 6 contains 5885 members 
Mstep: Class 7 contains 15727 members 
Mstep: Class 8 contains 89954 members 
Mstep: Class 9 contains 19657 members 
Mstep: Class 10 contains 21706 members 
Mstep: Class 11 contains 67587 members 
Mstep: Class 12 contains 62592 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 31734 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 189 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 12935 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 41880 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 58500 members 
Mstep: Class 25 contains 103539 members 
Mstep: Class 26 contains 14539 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 75226 members 
Mstep: Class 30 contains 2718 members 
Mstep: Class 31 contains 67966 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 749 members 
Mstep: Class 35 contains 55713 members 
Mstep: Class 36 contains 43127 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127751552.000000 Penalty: 83069.179688
Iteration 84Q: 38 clusters Score -1.277516e+08 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 55408 members 
Mstep: Class 3 contains 87961 members 
Mstep: Class 4 contains 17241 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 15788 members 
Mstep: Class 8 contains 89906 members 
Mstep: Class 9 contains 19408 members 
Mstep: Class 10 contains 22014 members 
Mstep: Class 11 contains 66751 members 
Mstep: Class 12 contains 56699 members 
Mstep: Class 13 contains 12296 members 
Mstep: Class 14 contains 33056 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1407 members 
Mstep: Class 20 contains 12671 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 43193 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 58968 members 
Mstep: Class 25 contains 106293 members 
Mstep: Class 26 contains 14431 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 75847 members 
Mstep: Class 30 contains 2747 members 
Mstep: Class 31 contains 67408 members 
Mstep: Class 32 contains 5022 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 57709 members 
Mstep: Class 36 contains 43633 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748352.000000 Penalty: 83069.179688
Iteration 85Q: 38 clusters Score -1.277484e+08 nChanged 21365
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 55185 members 
Mstep: Class 3 contains 86678 members 
Mstep: Class 4 contains 17315 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 15885 members 
Mstep: Class 8 contains 90149 members 
Mstep: Class 9 contains 19283 members 
Mstep: Class 10 contains 22287 members 
Mstep: Class 11 contains 66024 members 
Mstep: Class 12 contains 51032 members 
Mstep: Class 13 contains 12255 members 
Mstep: Class 14 contains 34503 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1409 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 44512 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 59500 members 
Mstep: Class 25 contains 108073 members 
Mstep: Class 26 contains 14341 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 76479 members 
Mstep: Class 30 contains 2780 members 
Mstep: Class 31 contains 66747 members 
Mstep: Class 32 contains 5096 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 59637 members 
Mstep: Class 36 contains 44217 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127744600.000000 Penalty: 83069.179688
Iteration 86Q: 38 clusters Score -1.277446e+08 nChanged 19010
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 54893 members 
Mstep: Class 3 contains 85877 members 
Mstep: Class 4 contains 17377 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 6 contains 6075 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 90281 members 
Mstep: Class 9 contains 19258 members 
Mstep: Class 10 contains 22567 members 
Mstep: Class 11 contains 65227 members 
Mstep: Class 12 contains 47266 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 36256 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 45620 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 59986 members 
Mstep: Class 25 contains 107753 members 
Mstep: Class 26 contains 14262 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 76996 members 
Mstep: Class 30 contains 2810 members 
Mstep: Class 31 contains 66009 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 752 members 
Mstep: Class 35 contains 61532 members 
Mstep: Class 36 contains 44824 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127744464.000000 Penalty: 83069.179688
Iteration 87Q: 38 clusters Score -1.277445e+08 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 54565 members 
Mstep: Class 3 contains 85316 members 
Mstep: Class 4 contains 17421 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 6 contains 6123 members 
Mstep: Class 7 contains 16030 members 
Mstep: Class 8 contains 90072 members 
Mstep: Class 9 contains 19252 members 
Mstep: Class 10 contains 22845 members 
Mstep: Class 11 contains 64351 members 
Mstep: Class 12 contains 45149 members 
Mstep: Class 13 contains 12139 members 
Mstep: Class 14 contains 38220 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 46627 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 60582 members 
Mstep: Class 25 contains 106168 members 
Mstep: Class 26 contains 14208 members 
Mstep: Class 27 contains 1583 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77397 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 65101 members 
Mstep: Class 32 contains 5203 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 750 members 
Mstep: Class 35 contains 63336 members 
Mstep: Class 36 contains 45506 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127747016.000000 Penalty: 83069.179688
Iteration 88Q: 38 clusters Score -1.27747e+08 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 54217 members 
Mstep: Class 3 contains 84334 members 
Mstep: Class 4 contains 17473 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 6164 members 
Mstep: Class 7 contains 16089 members 
Mstep: Class 8 contains 89452 members 
Mstep: Class 9 contains 19225 members 
Mstep: Class 10 contains 23019 members 
Mstep: Class 11 contains 63642 members 
Mstep: Class 12 contains 44110 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 14 contains 40316 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 11908 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 47844 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 61240 members 
Mstep: Class 25 contains 104180 members 
Mstep: Class 26 contains 14142 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77633 members 
Mstep: Class 30 contains 2869 members 
Mstep: Class 31 contains 64038 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 749 members 
Mstep: Class 35 contains 65022 members 
Mstep: Class 36 contains 46250 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749488.000000 Penalty: 83069.179688
Iteration 89Q: 38 clusters Score -1.277495e+08 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 53892 members 
Mstep: Class 3 contains 83186 members 
Mstep: Class 4 contains 17515 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 88527 members 
Mstep: Class 9 contains 19128 members 
Mstep: Class 10 contains 23063 members 
Mstep: Class 11 contains 62987 members 
Mstep: Class 12 contains 43662 members 
Mstep: Class 13 contains 12024 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 5456 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 49203 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 62039 members 
Mstep: Class 25 contains 102244 members 
Mstep: Class 26 contains 14086 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77753 members 
Mstep: Class 30 contains 2893 members 
Mstep: Class 31 contains 62944 members 
Mstep: Class 32 contains 5317 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 750 members 
Mstep: Class 35 contains 66383 members 
Mstep: Class 36 contains 46986 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752312.000000 Penalty: 83069.179688
Iteration 90Q: 38 clusters Score -1.277523e+08 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 53578 members 
Mstep: Class 3 contains 82038 members 
Mstep: Class 4 contains 17545 members 
Mstep: Class 5 contains 4878 members 
Mstep: Class 6 contains 6225 members 
Mstep: Class 7 contains 16147 members 
Mstep: Class 8 contains 87479 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 62351 members 
Mstep: Class 12 contains 43641 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 44709 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 11896 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 50628 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 62906 members 
Mstep: Class 25 contains 100367 members 
Mstep: Class 26 contains 14027 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77823 members 
Mstep: Class 30 contains 2917 members 
Mstep: Class 31 contains 61777 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 67298 members 
Mstep: Class 36 contains 47630 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754568.000000 Penalty: 83069.179688
Iteration 91Q: 38 clusters Score -1.277546e+08 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 53299 members 
Mstep: Class 3 contains 80796 members 
Mstep: Class 4 contains 17565 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 7 contains 16159 members 
Mstep: Class 8 contains 86409 members 
Mstep: Class 9 contains 18872 members 
Mstep: Class 10 contains 23183 members 
Mstep: Class 11 contains 61701 members 
Mstep: Class 12 contains 43936 members 
Mstep: Class 13 contains 11959 members 
Mstep: Class 14 contains 46832 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 11929 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 52055 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 63753 members 
Mstep: Class 25 contains 98749 members 
Mstep: Class 26 contains 13971 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77738 members 
Mstep: Class 30 contains 2940 members 
Mstep: Class 31 contains 60688 members 
Mstep: Class 32 contains 5445 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 68052 members 
Mstep: Class 36 contains 48262 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756032.000000 Penalty: 83069.179688
Iteration 92Q: 38 clusters Score -1.27756e+08 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 53078 members 
Mstep: Class 3 contains 79535 members 
Mstep: Class 4 contains 17587 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 16173 members 
Mstep: Class 8 contains 85236 members 
Mstep: Class 9 contains 18698 members 
Mstep: Class 10 contains 23258 members 
Mstep: Class 11 contains 61167 members 
Mstep: Class 12 contains 44467 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 14 contains 48885 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 11966 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 53531 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 64509 members 
Mstep: Class 25 contains 97240 members 
Mstep: Class 26 contains 13891 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77594 members 
Mstep: Class 30 contains 2958 members 
Mstep: Class 31 contains 59687 members 
Mstep: Class 32 contains 5513 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 68513 members 
Mstep: Class 36 contains 48837 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757760.000000 Penalty: 83069.179688
Iteration 93Q: 38 clusters Score -1.277578e+08 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 52847 members 
Mstep: Class 3 contains 78203 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 16190 members 
Mstep: Class 8 contains 84160 members 
Mstep: Class 9 contains 18527 members 
Mstep: Class 10 contains 23352 members 
Mstep: Class 11 contains 60740 members 
Mstep: Class 12 contains 45057 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 50725 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12058 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 55030 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 65086 members 
Mstep: Class 25 contains 95827 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 1636 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77428 members 
Mstep: Class 30 contains 2967 members 
Mstep: Class 31 contains 58820 members 
Mstep: Class 32 contains 5579 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 68991 members 
Mstep: Class 36 contains 49306 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758440.000000 Penalty: 83069.179688
Iteration 94Q: 38 clusters Score -1.277584e+08 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 52679 members 
Mstep: Class 3 contains 76792 members 
Mstep: Class 4 contains 17597 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 83104 members 
Mstep: Class 9 contains 18379 members 
Mstep: Class 10 contains 23516 members 
Mstep: Class 11 contains 60433 members 
Mstep: Class 12 contains 45744 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 52399 members 
Mstep: Class 15 contains 5408 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12114 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 56580 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 65358 members 
Mstep: Class 25 contains 94426 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 77189 members 
Mstep: Class 30 contains 2974 members 
Mstep: Class 31 contains 58132 members 
Mstep: Class 32 contains 5651 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 69431 members 
Mstep: Class 36 contains 49800 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759528.000000 Penalty: 83069.179688
Iteration 95Q: 38 clusters Score -1.277595e+08 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 52519 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 17599 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 16217 members 
Mstep: Class 8 contains 82126 members 
Mstep: Class 9 contains 18207 members 
Mstep: Class 10 contains 23733 members 
Mstep: Class 11 contains 60198 members 
Mstep: Class 12 contains 46507 members 
Mstep: Class 13 contains 11957 members 
Mstep: Class 14 contains 53924 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12144 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 58054 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 65441 members 
Mstep: Class 25 contains 93096 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 76936 members 
Mstep: Class 30 contains 2994 members 
Mstep: Class 31 contains 57644 members 
Mstep: Class 32 contains 5723 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 752 members 
Mstep: Class 35 contains 69848 members 
Mstep: Class 36 contains 50247 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760064.000000 Penalty: 83069.179688
Iteration 96Q: 38 clusters Score -1.277601e+08 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 52393 members 
Mstep: Class 3 contains 73976 members 
Mstep: Class 4 contains 17606 members 
Mstep: Class 5 contains 4871 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 81249 members 
Mstep: Class 9 contains 18031 members 
Mstep: Class 10 contains 24016 members 
Mstep: Class 11 contains 59960 members 
Mstep: Class 12 contains 47394 members 
Mstep: Class 13 contains 11957 members 
Mstep: Class 14 contains 55246 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 59575 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 65320 members 
Mstep: Class 25 contains 91818 members 
Mstep: Class 26 contains 13748 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 76624 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 57273 members 
Mstep: Class 32 contains 5776 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 70255 members 
Mstep: Class 36 contains 50675 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760360.000000 Penalty: 83069.179688
Iteration 97Q: 38 clusters Score -1.277604e+08 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 52289 members 
Mstep: Class 3 contains 72576 members 
Mstep: Class 4 contains 17598 members 
Mstep: Class 5 contains 4870 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 80307 members 
Mstep: Class 9 contains 17857 members 
Mstep: Class 10 contains 24290 members 
Mstep: Class 11 contains 59774 members 
Mstep: Class 12 contains 48379 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 56275 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12070 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 60968 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 65078 members 
Mstep: Class 25 contains 90686 members 
Mstep: Class 26 contains 13729 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 76341 members 
Mstep: Class 30 contains 3020 members 
Mstep: Class 31 contains 57043 members 
Mstep: Class 32 contains 5837 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 70831 members 
Mstep: Class 36 contains 51077 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760904.000000 Penalty: 83069.179688
Iteration 98Q: 38 clusters Score -1.277609e+08 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 52177 members 
Mstep: Class 3 contains 71034 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 6350 members 
Mstep: Class 7 contains 16315 members 
Mstep: Class 8 contains 79345 members 
Mstep: Class 9 contains 17677 members 
Mstep: Class 10 contains 24429 members 
Mstep: Class 11 contains 59531 members 
Mstep: Class 12 contains 49502 members 
Mstep: Class 13 contains 11944 members 
Mstep: Class 14 contains 57081 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 62375 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 64742 members 
Mstep: Class 25 contains 89606 members 
Mstep: Class 26 contains 13712 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 76061 members 
Mstep: Class 30 contains 3036 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 5897 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 71837 members 
Mstep: Class 36 contains 51491 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760584.000000 Penalty: 83069.179688
Iteration 99Q: 38 clusters Score -1.277606e+08 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 52077 members 
Mstep: Class 3 contains 69426 members 
Mstep: Class 4 contains 17586 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 78492 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 24545 members 
Mstep: Class 11 contains 59428 members 
Mstep: Class 12 contains 50837 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 57681 members 
Mstep: Class 15 contains 5339 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 192 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 63635 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 64265 members 
Mstep: Class 25 contains 88465 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 75790 members 
Mstep: Class 30 contains 3053 members 
Mstep: Class 31 contains 56682 members 
Mstep: Class 32 contains 5947 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 72864 members 
Mstep: Class 36 contains 52001 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761256.000000 Penalty: 83069.179688
Iteration 100F: 38 clusters Score -1.277613e+08 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 51986 members 
Mstep: Class 3 contains 68198 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 16340 members 
Mstep: Class 8 contains 77638 members 
Mstep: Class 9 contains 17411 members 
Mstep: Class 10 contains 24695 members 
Mstep: Class 11 contains 59399 members 
Mstep: Class 12 contains 51997 members 
Mstep: Class 13 contains 11954 members 
Mstep: Class 14 contains 58386 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 64716 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 63781 members 
Mstep: Class 25 contains 87341 members 
Mstep: Class 26 contains 13664 members 
Mstep: Class 27 contains 1660 members 
Mstep: Class 28 contains 120 members 
Mstep: Class 29 contains 75459 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 56497 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 73566 members 
Mstep: Class 36 contains 52598 members 
Mstep: Class 38 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761208.000000 Penalty: 83069.179688
Iteration 101Q: 38 clusters Score -1.277612e+08 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 51907 members 
Mstep: Class 3 contains 67408 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 16355 members 
Mstep: Class 8 contains 76898 members 
Mstep: Class 9 contains 17265 members 
Mstep: Class 10 contains 24917 members 
Mstep: Class 11 contains 59469 members 
Mstep: Class 12 contains 53151 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 59059 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 11818 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 65540 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 63263 members 
Mstep: Class 25 contains 86192 members 
Mstep: Class 26 contains 13640 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 119 members 
Mstep: Class 29 contains 75159 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 56302 members 
Mstep: Class 32 contains 6076 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 73950 members 
Mstep: Class 36 contains 53236 members 
Mstep: Class 38 contains 86 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761616.000000 Penalty: 83069.179688
Iteration 102Q: 38 clusters Score -1.277616e+08 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 51847 members 
Mstep: Class 3 contains 66857 members 
Mstep: Class 4 contains 17595 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 16350 members 
Mstep: Class 8 contains 76129 members 
Mstep: Class 9 contains 17125 members 
Mstep: Class 10 contains 25151 members 
Mstep: Class 11 contains 59540 members 
Mstep: Class 12 contains 54275 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 59732 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 66287 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 62704 members 
Mstep: Class 25 contains 84990 members 
Mstep: Class 26 contains 13618 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 74902 members 
Mstep: Class 30 contains 3122 members 
Mstep: Class 31 contains 56113 members 
Mstep: Class 32 contains 6148 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 74185 members 
Mstep: Class 36 contains 53936 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761968.000000 Penalty: 83069.179688
Iteration 103Q: 38 clusters Score -1.27762e+08 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 51772 members 
Mstep: Class 3 contains 66497 members 
Mstep: Class 4 contains 17607 members 
Mstep: Class 5 contains 4866 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 16358 members 
Mstep: Class 8 contains 75438 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 25357 members 
Mstep: Class 11 contains 59628 members 
Mstep: Class 12 contains 55396 members 
Mstep: Class 13 contains 11953 members 
Mstep: Class 14 contains 60348 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 11594 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 66894 members 
Mstep: Class 23 contains 1821 members 
Mstep: Class 24 contains 62150 members 
Mstep: Class 25 contains 83798 members 
Mstep: Class 26 contains 13597 members 
Mstep: Class 27 contains 1665 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 74639 members 
Mstep: Class 30 contains 3149 members 
Mstep: Class 31 contains 55899 members 
Mstep: Class 32 contains 6216 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 74289 members 
Mstep: Class 36 contains 54688 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127762216.000000 Penalty: 83069.179688
Iteration 104Q: 38 clusters Score -1.277622e+08 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 51691 members 
Mstep: Class 3 contains 66171 members 
Mstep: Class 4 contains 17607 members 
Mstep: Class 5 contains 4863 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 74825 members 
Mstep: Class 9 contains 16873 members 
Mstep: Class 10 contains 25598 members 
Mstep: Class 11 contains 59705 members 
Mstep: Class 12 contains 56475 members 
Mstep: Class 13 contains 11952 members 
Mstep: Class 14 contains 60873 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 11485 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 67459 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 61489 members 
Mstep: Class 25 contains 82641 members 
Mstep: Class 26 contains 13583 members 
Mstep: Class 27 contains 1666 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 74375 members 
Mstep: Class 30 contains 3204 members 
Mstep: Class 31 contains 55645 members 
Mstep: Class 32 contains 6290 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 74409 members 
Mstep: Class 36 contains 55529 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127762248.000000 Penalty: 83069.179688
Iteration 105Q: 38 clusters Score -1.277622e+08 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 51637 members 
Mstep: Class 3 contains 66034 members 
Mstep: Class 4 contains 17611 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 16380 members 
Mstep: Class 8 contains 74342 members 
Mstep: Class 9 contains 16788 members 
Mstep: Class 10 contains 25884 members 
Mstep: Class 11 contains 59785 members 
Mstep: Class 12 contains 57588 members 
Mstep: Class 13 contains 11958 members 
Mstep: Class 14 contains 61249 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 67934 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 60802 members 
Mstep: Class 25 contains 81466 members 
Mstep: Class 26 contains 13560 members 
Mstep: Class 27 contains 1667 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 74143 members 
Mstep: Class 30 contains 3260 members 
Mstep: Class 31 contains 55278 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 74394 members 
Mstep: Class 36 contains 56458 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127762456.000000 Penalty: 83069.179688
Iteration 106Q: 38 clusters Score -1.277625e+08 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 51615 members 
Mstep: Class 3 contains 65946 members 
Mstep: Class 4 contains 17622 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 16363 members 
Mstep: Class 8 contains 73897 members 
Mstep: Class 9 contains 16683 members 
Mstep: Class 10 contains 26162 members 
Mstep: Class 11 contains 59862 members 
Mstep: Class 12 contains 58769 members 
Mstep: Class 13 contains 11962 members 
Mstep: Class 14 contains 61557 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 11240 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 68325 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 60089 members 
Mstep: Class 25 contains 80306 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 1669 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73917 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 54925 members 
Mstep: Class 32 contains 6424 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 74334 members 
Mstep: Class 36 contains 57389 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127762960.000000 Penalty: 83069.179688
Iteration 107Q: 38 clusters Score -1.27763e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 51632 members 
Mstep: Class 3 contains 65960 members 
Mstep: Class 4 contains 17622 members 
Mstep: Class 5 contains 4854 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 16333 members 
Mstep: Class 8 contains 73523 members 
Mstep: Class 9 contains 16565 members 
Mstep: Class 10 contains 26428 members 
Mstep: Class 11 contains 59945 members 
Mstep: Class 12 contains 60077 members 
Mstep: Class 13 contains 11968 members 
Mstep: Class 14 contains 61833 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 11143 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 68629 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 59441 members 
Mstep: Class 25 contains 79011 members 
Mstep: Class 26 contains 13533 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73710 members 
Mstep: Class 30 contains 3424 members 
Mstep: Class 31 contains 54610 members 
Mstep: Class 32 contains 6484 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 74202 members 
Mstep: Class 36 contains 58194 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127763248.000000 Penalty: 83069.179688
Iteration 108Q: 38 clusters Score -1.277632e+08 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 51642 members 
Mstep: Class 3 contains 65987 members 
Mstep: Class 4 contains 17624 members 
Mstep: Class 5 contains 4853 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 16309 members 
Mstep: Class 8 contains 73146 members 
Mstep: Class 9 contains 16461 members 
Mstep: Class 10 contains 26691 members 
Mstep: Class 11 contains 60032 members 
Mstep: Class 12 contains 61457 members 
Mstep: Class 13 contains 11968 members 
Mstep: Class 14 contains 62018 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1412 members 
Mstep: Class 20 contains 11042 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 68955 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 58790 members 
Mstep: Class 25 contains 77669 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73581 members 
Mstep: Class 30 contains 3521 members 
Mstep: Class 31 contains 54397 members 
Mstep: Class 32 contains 6536 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 74051 members 
Mstep: Class 36 contains 58861 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127763376.000000 Penalty: 83069.179688
Iteration 109Q: 38 clusters Score -1.277634e+08 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 51685 members 
Mstep: Class 3 contains 66083 members 
Mstep: Class 4 contains 17625 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 16266 members 
Mstep: Class 8 contains 72825 members 
Mstep: Class 9 contains 16353 members 
Mstep: Class 10 contains 27004 members 
Mstep: Class 11 contains 60107 members 
Mstep: Class 12 contains 62993 members 
Mstep: Class 13 contains 11964 members 
Mstep: Class 14 contains 62142 members 
Mstep: Class 15 contains 5292 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 10954 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 69312 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 58105 members 
Mstep: Class 25 contains 76222 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73436 members 
Mstep: Class 30 contains 3632 members 
Mstep: Class 31 contains 54146 members 
Mstep: Class 32 contains 6583 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 73822 members 
Mstep: Class 36 contains 59472 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764336.000000 Penalty: 83069.179688
Iteration 110Q: 38 clusters Score -1.277643e+08 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 51719 members 
Mstep: Class 3 contains 66117 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 16197 members 
Mstep: Class 8 contains 72572 members 
Mstep: Class 9 contains 16236 members 
Mstep: Class 10 contains 27305 members 
Mstep: Class 11 contains 60148 members 
Mstep: Class 12 contains 64969 members 
Mstep: Class 13 contains 11966 members 
Mstep: Class 14 contains 62062 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 10862 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 69741 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 57445 members 
Mstep: Class 25 contains 74536 members 
Mstep: Class 26 contains 13537 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73303 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 53986 members 
Mstep: Class 32 contains 6623 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 73580 members 
Mstep: Class 36 contains 59993 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765336.000000 Penalty: 83069.179688
Iteration 111Q: 38 clusters Score -1.277653e+08 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 51743 members 
Mstep: Class 3 contains 66048 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 4846 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 16130 members 
Mstep: Class 8 contains 72339 members 
Mstep: Class 9 contains 16141 members 
Mstep: Class 10 contains 27635 members 
Mstep: Class 11 contains 60228 members 
Mstep: Class 12 contains 67069 members 
Mstep: Class 13 contains 11968 members 
Mstep: Class 14 contains 61801 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 10786 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 70250 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 56856 members 
Mstep: Class 25 contains 72777 members 
Mstep: Class 26 contains 13543 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73184 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 53921 members 
Mstep: Class 32 contains 6664 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 73346 members 
Mstep: Class 36 contains 60361 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765240.000000 Penalty: 83069.179688
Iteration 112Q: 38 clusters Score -1.277652e+08 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 51791 members 
Mstep: Class 3 contains 65995 members 
Mstep: Class 4 contains 17611 members 
Mstep: Class 5 contains 4843 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 8 contains 72240 members 
Mstep: Class 9 contains 16025 members 
Mstep: Class 10 contains 28011 members 
Mstep: Class 11 contains 60305 members 
Mstep: Class 12 contains 69356 members 
Mstep: Class 13 contains 11973 members 
Mstep: Class 14 contains 61418 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 10737 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 70822 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 56239 members 
Mstep: Class 25 contains 70851 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73084 members 
Mstep: Class 30 contains 3974 members 
Mstep: Class 31 contains 53906 members 
Mstep: Class 32 contains 6702 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72964 members 
Mstep: Class 36 contains 60659 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765136.000000 Penalty: 83069.179688
Iteration 113Q: 38 clusters Score -1.277651e+08 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 51861 members 
Mstep: Class 3 contains 65936 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 4843 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 72135 members 
Mstep: Class 9 contains 15909 members 
Mstep: Class 10 contains 28433 members 
Mstep: Class 11 contains 60388 members 
Mstep: Class 12 contains 71718 members 
Mstep: Class 13 contains 11970 members 
Mstep: Class 14 contains 60906 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 10701 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 71429 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 55542 members 
Mstep: Class 25 contains 68967 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73029 members 
Mstep: Class 30 contains 4048 members 
Mstep: Class 31 contains 53923 members 
Mstep: Class 32 contains 6741 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72509 members 
Mstep: Class 36 contains 60930 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765704.000000 Penalty: 83069.179688
Iteration 114Q: 38 clusters Score -1.277657e+08 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 51925 members 
Mstep: Class 3 contains 65829 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 16016 members 
Mstep: Class 8 contains 71935 members 
Mstep: Class 9 contains 15798 members 
Mstep: Class 10 contains 28825 members 
Mstep: Class 11 contains 60484 members 
Mstep: Class 12 contains 73954 members 
Mstep: Class 13 contains 11972 members 
Mstep: Class 14 contains 60280 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 10669 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 72204 members 
Mstep: Class 23 contains 1825 members 
Mstep: Class 24 contains 54867 members 
Mstep: Class 25 contains 67391 members 
Mstep: Class 26 contains 13558 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72962 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 53951 members 
Mstep: Class 32 contains 6781 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72014 members 
Mstep: Class 36 contains 61145 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766368.000000 Penalty: 83069.179688
Iteration 115Q: 38 clusters Score -1.277664e+08 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 51989 members 
Mstep: Class 3 contains 65715 members 
Mstep: Class 4 contains 17611 members 
Mstep: Class 5 contains 4841 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 15990 members 
Mstep: Class 8 contains 71602 members 
Mstep: Class 9 contains 15717 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 60551 members 
Mstep: Class 12 contains 75812 members 
Mstep: Class 13 contains 11971 members 
Mstep: Class 14 contains 59525 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 73113 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 54221 members 
Mstep: Class 25 contains 66261 members 
Mstep: Class 26 contains 13567 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72919 members 
Mstep: Class 30 contains 4168 members 
Mstep: Class 31 contains 54034 members 
Mstep: Class 32 contains 6817 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 71594 members 
Mstep: Class 36 contains 61235 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766592.000000 Penalty: 83069.179688
Iteration 116Q: 38 clusters Score -1.277666e+08 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52046 members 
Mstep: Class 3 contains 65498 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 71121 members 
Mstep: Class 9 contains 15629 members 
Mstep: Class 10 contains 29650 members 
Mstep: Class 11 contains 60574 members 
Mstep: Class 12 contains 77197 members 
Mstep: Class 13 contains 11970 members 
Mstep: Class 14 contains 58770 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10569 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 74172 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 53622 members 
Mstep: Class 25 contains 65642 members 
Mstep: Class 26 contains 13563 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72854 members 
Mstep: Class 30 contains 4208 members 
Mstep: Class 31 contains 54245 members 
Mstep: Class 32 contains 6855 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 71258 members 
Mstep: Class 36 contains 61257 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767168.000000 Penalty: 83069.179688
Iteration 117Q: 38 clusters Score -1.277672e+08 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52122 members 
Mstep: Class 3 contains 65257 members 
Mstep: Class 4 contains 17616 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 8 contains 70477 members 
Mstep: Class 9 contains 15524 members 
Mstep: Class 10 contains 30138 members 
Mstep: Class 11 contains 60561 members 
Mstep: Class 12 contains 78115 members 
Mstep: Class 13 contains 11971 members 
Mstep: Class 14 contains 58044 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10523 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 75303 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 53033 members 
Mstep: Class 25 contains 65428 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72825 members 
Mstep: Class 30 contains 4233 members 
Mstep: Class 31 contains 54547 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70992 members 
Mstep: Class 36 contains 61171 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767624.000000 Penalty: 83069.179688
Iteration 118Q: 38 clusters Score -1.277676e+08 nChanged 8365
Entering ConstructFrom: 
Score: -127767624.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -355340.562500 Penalty: 1292.185669
	Iteration 0F: 2 clusters Score -355340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -352739.937500 Penalty: 2584.371338
	Iteration 0F: 3 clusters Score -352739.9 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -353388.437500 Penalty: 2584.371338
	Iteration 1F: 3 clusters Score -353388.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -353540.281250 Penalty: 2584.371338
	Iteration 2F: 3 clusters Score -353540.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -353636.156250 Penalty: 2584.371338
	Iteration 3F: 3 clusters Score -353636.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -353707.406250 Penalty: 2584.371338
	Iteration 4Q: 3 clusters Score -353707.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -353762.687500 Penalty: 2584.371338
	Iteration 5Q: 3 clusters Score -353762.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -353814.718750 Penalty: 2584.371338
	Iteration 6Q: 3 clusters Score -353814.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -353857.375000 Penalty: 2584.371338
	Iteration 7Q: 3 clusters Score -353857.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -353891.218750 Penalty: 2584.371338
	Iteration 8Q: 3 clusters Score -353891.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -353914.000000 Penalty: 2584.371338
	Iteration 9Q: 3 clusters Score -353914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -353935.718750 Penalty: 2584.371338
	Iteration 10Q: 3 clusters Score -353935.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -353962.312500 Penalty: 2584.371338
	Iteration 11Q: 3 clusters Score -353962.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -353988.312500 Penalty: 2584.371338
	Iteration 12Q: 3 clusters Score -353988.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -354012.937500 Penalty: 2584.371338
	Iteration 13Q: 3 clusters Score -354012.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -354032.875000 Penalty: 2584.371338
	Iteration 14Q: 3 clusters Score -354032.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -354051.062500 Penalty: 2584.371338
	Iteration 15Q: 3 clusters Score -354051.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -354071.000000 Penalty: 2584.371338
	Iteration 16Q: 3 clusters Score -354071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -354094.593750 Penalty: 2584.371338
	Iteration 17Q: 3 clusters Score -354094.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -354117.937500 Penalty: 2584.371338
	Iteration 18Q: 3 clusters Score -354117.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -354153.375000 Penalty: 2584.371338
	Iteration 19Q: 3 clusters Score -354153.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -354204.875000 Penalty: 2584.371338
	Iteration 20F: 3 clusters Score -354204.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -354248.093750 Penalty: 2584.371338
	Iteration 21Q: 3 clusters Score -354248.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -354315.343750 Penalty: 2584.371338
	Iteration 22Q: 3 clusters Score -354315.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -354384.656250 Penalty: 2584.371338
	Iteration 23Q: 3 clusters Score -354384.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -354425.625000 Penalty: 2584.371338
	Iteration 24Q: 3 clusters Score -354425.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -354453.031250 Penalty: 2584.371338
	Iteration 25Q: 3 clusters Score -354453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -354471.656250 Penalty: 2584.371338
	Iteration 26Q: 3 clusters Score -354471.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -354493.437500 Penalty: 2584.371338
	Iteration 27Q: 3 clusters Score -354493.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -354529.843750 Penalty: 2584.371338
	Iteration 28Q: 3 clusters Score -354529.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -354569.093750 Penalty: 2584.371338
	Iteration 29Q: 3 clusters Score -354569.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -354622.531250 Penalty: 2584.371338
	Iteration 30Q: 3 clusters Score -354622.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -354665.375000 Penalty: 2584.371338
	Iteration 31Q: 3 clusters Score -354665.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -354698.843750 Penalty: 2584.371338
	Iteration 32Q: 3 clusters Score -354698.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -354708.843750 Penalty: 2584.371338
	Iteration 33Q: 3 clusters Score -354708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -354717.031250 Penalty: 2584.371338
	Iteration 34Q: 3 clusters Score -354717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -354720.468750 Penalty: 2584.371338
	Iteration 35Q: 3 clusters Score -354720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -354723.750000 Penalty: 2584.371338
	Iteration 36Q: 3 clusters Score -354723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -354727.468750 Penalty: 2584.371338
	Iteration 37Q: 3 clusters Score -354727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -354731.125000 Penalty: 2584.371338
	Iteration 38Q: 3 clusters Score -354731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -354736.500000 Penalty: 2584.371338
	Iteration 39Q: 3 clusters Score -354736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -354747.750000 Penalty: 2584.371338
	Iteration 40F: 3 clusters Score -354747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -354758.781250 Penalty: 2584.371338
	Iteration 41Q: 3 clusters Score -354758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -354764.187500 Penalty: 2584.371338
	Iteration 42Q: 3 clusters Score -354764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -354767.906250 Penalty: 2584.371338
	Iteration 43Q: 3 clusters Score -354767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -354770.531250 Penalty: 2584.371338
	Iteration 44Q: 3 clusters Score -354770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -354772.500000 Penalty: 2584.371338
	Iteration 45Q: 3 clusters Score -354772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -354774.625000 Penalty: 2584.371338
	Iteration 46Q: 3 clusters Score -354774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -354778.000000 Penalty: 2584.371338
	Iteration 47Q: 3 clusters Score -354778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -354780.187500 Penalty: 2584.371338
	Iteration 48Q: 3 clusters Score -354780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -354782.875000 Penalty: 2584.371338
	Iteration 49Q: 3 clusters Score -354782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -354783.281250 Penalty: 2584.371338
	Iteration 50Q: 3 clusters Score -354783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -354784.312500 Penalty: 2584.371338
	Iteration 51Q: 3 clusters Score -354784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -354784.312500 Penalty: 2584.371338
	Iteration 52F: 3 clusters Score -354784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Entering Unmasked Estep 
Score: -6548654.500000 Penalty: 1765.030396
	Iteration 0F: 2 clusters Score -6548654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6513746.500000 Penalty: 3530.060791
	Iteration 0F: 3 clusters Score -6513746 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -6527636.500000 Penalty: 3530.060791
	Iteration 1F: 3 clusters Score -6527636 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -6528195.500000 Penalty: 3530.060791
	Iteration 2Q: 3 clusters Score -6528196 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -6528912.000000 Penalty: 3530.060791
	Iteration 3Q: 3 clusters Score -6528912 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -6529937.500000 Penalty: 3530.060791
	Iteration 4Q: 3 clusters Score -6529938 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6531602.500000 Penalty: 3530.060791
	Iteration 5F: 3 clusters Score -6531602 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -6534250.500000 Penalty: 3530.060791
	Iteration 6F: 3 clusters Score -6534250 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -6537705.000000 Penalty: 3530.060791
	Iteration 7F: 3 clusters Score -6537705 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -6541320.000000 Penalty: 3530.060791
	Iteration 8F: 3 clusters Score -6541320 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -6544035.500000 Penalty: 3530.060791
	Iteration 9F: 3 clusters Score -6544036 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -6545765.000000 Penalty: 3530.060791
	Iteration 10Q: 3 clusters Score -6545765 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -6546497.000000 Penalty: 3530.060791
	Iteration 11Q: 3 clusters Score -6546497 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6546831.000000 Penalty: 3530.060791
	Iteration 12Q: 3 clusters Score -6546831 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -6546962.000000 Penalty: 3530.060791
	Iteration 13Q: 3 clusters Score -6546962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -6547037.000000 Penalty: 3530.060791
	Iteration 14Q: 3 clusters Score -6547037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -6547071.000000 Penalty: 3530.060791
	Iteration 15Q: 3 clusters Score -6547071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -6547074.000000 Penalty: 3530.060791
	Iteration 16Q: 3 clusters Score -6547074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -6547085.000000 Penalty: 3530.060791
	Iteration 17Q: 3 clusters Score -6547085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -6547091.000000 Penalty: 3530.060791
	Iteration 18Q: 3 clusters Score -6547091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6547091.000000 Penalty: 3530.060791
	Iteration 19Q: 3 clusters Score -6547091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6547096.000000 Penalty: 3530.060791
	Iteration 20F: 3 clusters Score -6547096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Entering Unmasked Estep 
Score: -8666319.000000 Penalty: 1801.095581
	Iteration 0F: 2 clusters Score -8666319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -8623228.000000 Penalty: 3602.191162
	Iteration 0F: 3 clusters Score -8623228 nChanged 30933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -8641056.000000 Penalty: 3602.191162
	Iteration 1F: 3 clusters Score -8641056 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -8641443.000000 Penalty: 3602.191162
	Iteration 2Q: 3 clusters Score -8641443 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -8641881.000000 Penalty: 3602.191162
	Iteration 3Q: 3 clusters Score -8641881 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -8642273.000000 Penalty: 3602.191162
	Iteration 4Q: 3 clusters Score -8642273 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -8642677.000000 Penalty: 3602.191162
	Iteration 5Q: 3 clusters Score -8642677 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -8643117.000000 Penalty: 3602.191162
	Iteration 6Q: 3 clusters Score -8643117 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -8643625.000000 Penalty: 3602.191162
	Iteration 7Q: 3 clusters Score -8643625 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -8644246.000000 Penalty: 3602.191162
	Iteration 8Q: 3 clusters Score -8644246 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8645231.000000 Penalty: 3602.191162
	Iteration 9Q: 3 clusters Score -8645231 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8646692.000000 Penalty: 3602.191162
	Iteration 10Q: 3 clusters Score -8646692 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -8648745.000000 Penalty: 3602.191162
	Iteration 11F: 3 clusters Score -8648745 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -8651061.000000 Penalty: 3602.191162
	Iteration 12F: 3 clusters Score -8651061 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -8652925.000000 Penalty: 3602.191162
	Iteration 13F: 3 clusters Score -8652925 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8653888.000000 Penalty: 3602.191162
	Iteration 14Q: 3 clusters Score -8653888 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -8654272.000000 Penalty: 3602.191162
	Iteration 15Q: 3 clusters Score -8654272 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -8654449.000000 Penalty: 3602.191162
	Iteration 16Q: 3 clusters Score -8654449 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8654666.000000 Penalty: 3602.191162
	Iteration 17Q: 3 clusters Score -8654666 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8654842.000000 Penalty: 3602.191162
	Iteration 18Q: 3 clusters Score -8654842 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8655053.000000 Penalty: 3602.191162
	Iteration 19Q: 3 clusters Score -8655053 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8655283.000000 Penalty: 3602.191162
	Iteration 20F: 3 clusters Score -8655283 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8655426.000000 Penalty: 3602.191162
	Iteration 21Q: 3 clusters Score -8655426 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8655658.000000 Penalty: 3602.191162
	Iteration 22Q: 3 clusters Score -8655658 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8655870.000000 Penalty: 3602.191162
	Iteration 23Q: 3 clusters Score -8655870 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -8656278.000000 Penalty: 3602.191162
	Iteration 24Q: 3 clusters Score -8656278 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -8656647.000000 Penalty: 3602.191162
	Iteration 25Q: 3 clusters Score -8656647 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -8657100.000000 Penalty: 3602.191162
	Iteration 26Q: 3 clusters Score -8657100 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -8657564.000000 Penalty: 3602.191162
	Iteration 27Q: 3 clusters Score -8657564 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -8658223.000000 Penalty: 3602.191162
	Iteration 28Q: 3 clusters Score -8658223 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -8658940.000000 Penalty: 3602.191162
	Iteration 29Q: 3 clusters Score -8658940 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -8659548.000000 Penalty: 3602.191162
	Iteration 30Q: 3 clusters Score -8659548 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -8660262.000000 Penalty: 3602.191162
	Iteration 31Q: 3 clusters Score -8660262 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -8660892.000000 Penalty: 3602.191162
	Iteration 32Q: 3 clusters Score -8660892 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -8661484.000000 Penalty: 3602.191162
	Iteration 33Q: 3 clusters Score -8661484 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -8661909.000000 Penalty: 3602.191162
	Iteration 34Q: 3 clusters Score -8661909 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -8662447.000000 Penalty: 3602.191162
	Iteration 35Q: 3 clusters Score -8662447 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -8662927.000000 Penalty: 3602.191162
	Iteration 36Q: 3 clusters Score -8662927 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -8663397.000000 Penalty: 3602.191162
	Iteration 37Q: 3 clusters Score -8663397 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -8663772.000000 Penalty: 3602.191162
	Iteration 38Q: 3 clusters Score -8663772 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -8664096.000000 Penalty: 3602.191162
	Iteration 39Q: 3 clusters Score -8664096 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -8664343.000000 Penalty: 3602.191162
	Iteration 40F: 3 clusters Score -8664343 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -8664488.000000 Penalty: 3602.191162
	Iteration 41Q: 3 clusters Score -8664488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -8664568.000000 Penalty: 3602.191162
	Iteration 42Q: 3 clusters Score -8664568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -8664628.000000 Penalty: 3602.191162
	Iteration 43Q: 3 clusters Score -8664628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -8664663.000000 Penalty: 3602.191162
	Iteration 44Q: 3 clusters Score -8664663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -8664681.000000 Penalty: 3602.191162
	Iteration 45Q: 3 clusters Score -8664681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -8664698.000000 Penalty: 3602.191162
	Iteration 46Q: 3 clusters Score -8664698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -8664714.000000 Penalty: 3602.191162
	Iteration 47Q: 3 clusters Score -8664714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -8664733.000000 Penalty: 3602.191162
	Iteration 48Q: 3 clusters Score -8664733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -8664730.000000 Penalty: 3602.191162
	Iteration 49Q: 3 clusters Score -8664730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8664728.000000 Penalty: 3602.191162
	Iteration 50Q: 3 clusters Score -8664728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -8664733.000000 Penalty: 3602.191162
	Iteration 51Q: 3 clusters Score -8664733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -8664726.000000 Penalty: 3602.191162
	Iteration 52Q: 3 clusters Score -8664726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -8664736.000000 Penalty: 3602.191162
	Iteration 53Q: 3 clusters Score -8664736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -8664744.000000 Penalty: 3602.191162
	Iteration 54Q: 3 clusters Score -8664744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -8664748.000000 Penalty: 3602.191162
	Iteration 55Q: 3 clusters Score -8664748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -8664745.000000 Penalty: 3602.191162
	Iteration 56Q: 3 clusters Score -8664745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -8664754.000000 Penalty: 3602.191162
	Iteration 57Q: 3 clusters Score -8664754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -8664751.000000 Penalty: 3602.191162
	Iteration 58Q: 3 clusters Score -8664751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -8664751.000000 Penalty: 3602.191162
	Iteration 59F: 3 clusters Score -8664751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Entering Unmasked Estep 
Score: -2257903.000000 Penalty: 1588.617676
	Iteration 0F: 2 clusters Score -2257903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2245918.250000 Penalty: 3177.235352
	Iteration 0F: 3 clusters Score -2245918 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2250409.750000 Penalty: 3177.235352
	Iteration 1F: 3 clusters Score -2250410 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2250957.500000 Penalty: 3177.235352
	Iteration 2F: 3 clusters Score -2250958 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2251561.750000 Penalty: 3177.235352
	Iteration 3F: 3 clusters Score -2251562 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2252233.000000 Penalty: 3177.235352
	Iteration 4F: 3 clusters Score -2252233 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2252957.250000 Penalty: 3177.235352
	Iteration 5F: 3 clusters Score -2252957 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2253715.750000 Penalty: 3177.235352
	Iteration 6F: 3 clusters Score -2253716 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2254375.500000 Penalty: 3177.235352
	Iteration 7F: 3 clusters Score -2254376 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2254896.750000 Penalty: 3177.235352
	Iteration 8Q: 3 clusters Score -2254897 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2255308.250000 Penalty: 3177.235352
	Iteration 9Q: 3 clusters Score -2255308 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2255658.500000 Penalty: 3177.235352
	Iteration 10Q: 3 clusters Score -2255658 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2255950.000000 Penalty: 3177.235352
	Iteration 11Q: 3 clusters Score -2255950 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2256176.750000 Penalty: 3177.235352
	Iteration 12Q: 3 clusters Score -2256177 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2256332.750000 Penalty: 3177.235352
	Iteration 13Q: 3 clusters Score -2256333 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2256432.750000 Penalty: 3177.235352
	Iteration 14Q: 3 clusters Score -2256433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2256500.750000 Penalty: 3177.235352
	Iteration 15Q: 3 clusters Score -2256501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2256539.750000 Penalty: 3177.235352
	Iteration 16Q: 3 clusters Score -2256540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2256565.750000 Penalty: 3177.235352
	Iteration 17Q: 3 clusters Score -2256566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2256583.000000 Penalty: 3177.235352
	Iteration 18Q: 3 clusters Score -2256583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2256589.250000 Penalty: 3177.235352
	Iteration 19Q: 3 clusters Score -2256589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2256598.000000 Penalty: 3177.235352
	Iteration 20F: 3 clusters Score -2256598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2256602.500000 Penalty: 3177.235352
	Iteration 21Q: 3 clusters Score -2256602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2256603.000000 Penalty: 3177.235352
	Iteration 22Q: 3 clusters Score -2256603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2256604.250000 Penalty: 3177.235352
	Iteration 23Q: 3 clusters Score -2256604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2256606.750000 Penalty: 3177.235352
	Iteration 24Q: 3 clusters Score -2256607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2256606.750000 Penalty: 3177.235352
	Iteration 25Q: 3 clusters Score -2256607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2256606.000000 Penalty: 3177.235352
	Iteration 26Q: 3 clusters Score -2256606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2256605.750000 Penalty: 3177.235352
	Iteration 27Q: 3 clusters Score -2256606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2256608.500000 Penalty: 3177.235352
	Iteration 28Q: 3 clusters Score -2256608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2256612.750000 Penalty: 3177.235352
	Iteration 29Q: 3 clusters Score -2256613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2256613.750000 Penalty: 3177.235352
	Iteration 30Q: 3 clusters Score -2256614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2256613.750000 Penalty: 3177.235352
	Iteration 31F: 3 clusters Score -2256614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -620081.250000 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -620081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -616247.125000 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -616247.1 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -617268.437500 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -617268.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -617409.187500 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -617409.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -617501.000000 Penalty: 2757.652100
	Iteration 3Q: 3 clusters Score -617501 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -617568.250000 Penalty: 2757.652100
	Iteration 4Q: 3 clusters Score -617568.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -617625.625000 Penalty: 2757.652100
	Iteration 5Q: 3 clusters Score -617625.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -617677.937500 Penalty: 2757.652100
	Iteration 6Q: 3 clusters Score -617677.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -617737.562500 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -617737.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -617787.500000 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -617787.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -617843.562500 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -617843.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -617918.125000 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -617918.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -618037.062500 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -618037.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -618193.625000 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -618193.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -618361.312500 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -618361.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -618480.625000 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -618480.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -618586.750000 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -618586.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -618685.937500 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -618685.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -618765.437500 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -618765.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -618821.062500 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -618821.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -618854.687500 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -618854.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -618874.125000 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -618874.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -618889.437500 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -618889.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -618901.312500 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -618901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -618911.937500 Penalty: 2757.652100
	Iteration 23Q: 3 clusters Score -618911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -618927.312500 Penalty: 2757.652100
	Iteration 24Q: 3 clusters Score -618927.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -618936.875000 Penalty: 2757.652100
	Iteration 25Q: 3 clusters Score -618936.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -618943.750000 Penalty: 2757.652100
	Iteration 26Q: 3 clusters Score -618943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -618950.812500 Penalty: 2757.652100
	Iteration 27Q: 3 clusters Score -618950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -618958.062500 Penalty: 2757.652100
	Iteration 28Q: 3 clusters Score -618958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -618960.937500 Penalty: 2757.652100
	Iteration 29Q: 3 clusters Score -618960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -618966.375000 Penalty: 2757.652100
	Iteration 30Q: 3 clusters Score -618966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -618969.375000 Penalty: 2757.652100
	Iteration 31Q: 3 clusters Score -618969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -618969.375000 Penalty: 2757.652100
	Iteration 32F: 3 clusters Score -618969.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -806378.125000 Penalty: 1423.318604
	Iteration 0F: 2 clusters Score -806378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -801487.312500 Penalty: 2846.637207
	Iteration 0F: 3 clusters Score -801487.3 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -802989.750000 Penalty: 2846.637207
	Iteration 1F: 3 clusters Score -802989.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -803229.062500 Penalty: 2846.637207
	Iteration 2F: 3 clusters Score -803229.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -803380.750000 Penalty: 2846.637207
	Iteration 3F: 3 clusters Score -803380.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -803494.312500 Penalty: 2846.637207
	Iteration 4Q: 3 clusters Score -803494.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -803595.750000 Penalty: 2846.637207
	Iteration 5Q: 3 clusters Score -803595.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -803683.312500 Penalty: 2846.637207
	Iteration 6Q: 3 clusters Score -803683.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -803777.250000 Penalty: 2846.637207
	Iteration 7Q: 3 clusters Score -803777.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -803877.687500 Penalty: 2846.637207
	Iteration 8Q: 3 clusters Score -803877.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -803976.062500 Penalty: 2846.637207
	Iteration 9Q: 3 clusters Score -803976.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -804084.062500 Penalty: 2846.637207
	Iteration 10Q: 3 clusters Score -804084.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -804212.812500 Penalty: 2846.637207
	Iteration 11Q: 3 clusters Score -804212.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -804342.062500 Penalty: 2846.637207
	Iteration 12Q: 3 clusters Score -804342.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -804442.312500 Penalty: 2846.637207
	Iteration 13Q: 3 clusters Score -804442.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -804536.375000 Penalty: 2846.637207
	Iteration 14Q: 3 clusters Score -804536.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -804614.750000 Penalty: 2846.637207
	Iteration 15Q: 3 clusters Score -804614.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -804666.500000 Penalty: 2846.637207
	Iteration 16Q: 3 clusters Score -804666.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -804713.000000 Penalty: 2846.637207
	Iteration 17Q: 3 clusters Score -804713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -804757.500000 Penalty: 2846.637207
	Iteration 18Q: 3 clusters Score -804757.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -804797.937500 Penalty: 2846.637207
	Iteration 19Q: 3 clusters Score -804797.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -804825.312500 Penalty: 2846.637207
	Iteration 20F: 3 clusters Score -804825.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -804845.625000 Penalty: 2846.637207
	Iteration 21Q: 3 clusters Score -804845.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -804857.187500 Penalty: 2846.637207
	Iteration 22Q: 3 clusters Score -804857.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -804867.000000 Penalty: 2846.637207
	Iteration 23Q: 3 clusters Score -804867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -804872.687500 Penalty: 2846.637207
	Iteration 24Q: 3 clusters Score -804872.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -804875.812500 Penalty: 2846.637207
	Iteration 25Q: 3 clusters Score -804875.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -804881.625000 Penalty: 2846.637207
	Iteration 26Q: 3 clusters Score -804881.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -804888.000000 Penalty: 2846.637207
	Iteration 27Q: 3 clusters Score -804888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -804891.562500 Penalty: 2846.637207
	Iteration 28Q: 3 clusters Score -804891.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -804898.875000 Penalty: 2846.637207
	Iteration 29Q: 3 clusters Score -804898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -804899.437500 Penalty: 2846.637207
	Iteration 30Q: 3 clusters Score -804899.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -804904.250000 Penalty: 2846.637207
	Iteration 31Q: 3 clusters Score -804904.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -804908.000000 Penalty: 2846.637207
	Iteration 32Q: 3 clusters Score -804908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -804912.937500 Penalty: 2846.637207
	Iteration 33Q: 3 clusters Score -804912.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -804914.500000 Penalty: 2846.637207
	Iteration 34Q: 3 clusters Score -804914.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -804918.187500 Penalty: 2846.637207
	Iteration 35Q: 3 clusters Score -804918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -804917.000000 Penalty: 2846.637207
	Iteration 36Q: 3 clusters Score -804917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -804916.875000 Penalty: 2846.637207
	Iteration 37Q: 3 clusters Score -804916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -804917.812500 Penalty: 2846.637207
	Iteration 38Q: 3 clusters Score -804917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -804918.125000 Penalty: 2846.637207
	Iteration 39Q: 3 clusters Score -804918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -804917.312500 Penalty: 2846.637207
	Iteration 40F: 3 clusters Score -804917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -804918.812500 Penalty: 2846.637207
	Iteration 41Q: 3 clusters Score -804918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -804918.812500 Penalty: 2846.637207
	Iteration 42F: 3 clusters Score -804918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Entering Unmasked Estep 
Score: -1892647.375000 Penalty: 1572.343384
	Iteration 0F: 2 clusters Score -1892647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1881633.750000 Penalty: 3144.686768
	Iteration 0F: 3 clusters Score -1881634 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1885636.750000 Penalty: 3144.686768
	Iteration 1F: 3 clusters Score -1885637 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1886021.500000 Penalty: 3144.686768
	Iteration 2F: 3 clusters Score -1886022 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1886415.500000 Penalty: 3144.686768
	Iteration 3F: 3 clusters Score -1886416 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1886790.750000 Penalty: 3144.686768
	Iteration 4F: 3 clusters Score -1886791 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1887153.250000 Penalty: 3144.686768
	Iteration 5Q: 3 clusters Score -1887153 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1887456.500000 Penalty: 3144.686768
	Iteration 6Q: 3 clusters Score -1887456 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1887743.250000 Penalty: 3144.686768
	Iteration 7Q: 3 clusters Score -1887743 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1887993.125000 Penalty: 3144.686768
	Iteration 8Q: 3 clusters Score -1887993 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1888217.750000 Penalty: 3144.686768
	Iteration 9Q: 3 clusters Score -1888218 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1888426.375000 Penalty: 3144.686768
	Iteration 10Q: 3 clusters Score -1888426 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1888633.250000 Penalty: 3144.686768
	Iteration 11Q: 3 clusters Score -1888633 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1888822.125000 Penalty: 3144.686768
	Iteration 12Q: 3 clusters Score -1888822 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1888980.500000 Penalty: 3144.686768
	Iteration 13Q: 3 clusters Score -1888980 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1889092.125000 Penalty: 3144.686768
	Iteration 14Q: 3 clusters Score -1889092 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1889177.500000 Penalty: 3144.686768
	Iteration 15Q: 3 clusters Score -1889178 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1889263.375000 Penalty: 3144.686768
	Iteration 16Q: 3 clusters Score -1889263 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1889337.000000 Penalty: 3144.686768
	Iteration 17Q: 3 clusters Score -1889337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1889403.875000 Penalty: 3144.686768
	Iteration 18Q: 3 clusters Score -1889404 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1889469.250000 Penalty: 3144.686768
	Iteration 19Q: 3 clusters Score -1889469 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1889539.125000 Penalty: 3144.686768
	Iteration 20F: 3 clusters Score -1889539 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1889621.000000 Penalty: 3144.686768
	Iteration 21Q: 3 clusters Score -1889621 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1889715.000000 Penalty: 3144.686768
	Iteration 22Q: 3 clusters Score -1889715 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1889799.750000 Penalty: 3144.686768
	Iteration 23Q: 3 clusters Score -1889800 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1889909.500000 Penalty: 3144.686768
	Iteration 24Q: 3 clusters Score -1889910 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1890010.625000 Penalty: 3144.686768
	Iteration 25Q: 3 clusters Score -1890011 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1890095.500000 Penalty: 3144.686768
	Iteration 26Q: 3 clusters Score -1890096 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1890175.500000 Penalty: 3144.686768
	Iteration 27Q: 3 clusters Score -1890176 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1890264.125000 Penalty: 3144.686768
	Iteration 28Q: 3 clusters Score -1890264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1890380.000000 Penalty: 3144.686768
	Iteration 29Q: 3 clusters Score -1890380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1890476.250000 Penalty: 3144.686768
	Iteration 30Q: 3 clusters Score -1890476 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1890567.750000 Penalty: 3144.686768
	Iteration 31Q: 3 clusters Score -1890568 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1890639.000000 Penalty: 3144.686768
	Iteration 32Q: 3 clusters Score -1890639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1890700.625000 Penalty: 3144.686768
	Iteration 33Q: 3 clusters Score -1890701 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1890779.125000 Penalty: 3144.686768
	Iteration 34Q: 3 clusters Score -1890779 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1890855.000000 Penalty: 3144.686768
	Iteration 35Q: 3 clusters Score -1890855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1890932.750000 Penalty: 3144.686768
	Iteration 36Q: 3 clusters Score -1890933 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1891018.875000 Penalty: 3144.686768
	Iteration 37Q: 3 clusters Score -1891019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1891094.000000 Penalty: 3144.686768
	Iteration 38Q: 3 clusters Score -1891094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1891146.625000 Penalty: 3144.686768
	Iteration 39Q: 3 clusters Score -1891147 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1891202.125000 Penalty: 3144.686768
	Iteration 40F: 3 clusters Score -1891202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1891258.500000 Penalty: 3144.686768
	Iteration 41Q: 3 clusters Score -1891258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1891307.375000 Penalty: 3144.686768
	Iteration 42Q: 3 clusters Score -1891307 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1891351.875000 Penalty: 3144.686768
	Iteration 43Q: 3 clusters Score -1891352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1891405.125000 Penalty: 3144.686768
	Iteration 44Q: 3 clusters Score -1891405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1891441.500000 Penalty: 3144.686768
	Iteration 45Q: 3 clusters Score -1891442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1891486.000000 Penalty: 3144.686768
	Iteration 46Q: 3 clusters Score -1891486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1891516.125000 Penalty: 3144.686768
	Iteration 47Q: 3 clusters Score -1891516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1891552.375000 Penalty: 3144.686768
	Iteration 48Q: 3 clusters Score -1891552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1891602.000000 Penalty: 3144.686768
	Iteration 49Q: 3 clusters Score -1891602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1891637.000000 Penalty: 3144.686768
	Iteration 50Q: 3 clusters Score -1891637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1891658.000000 Penalty: 3144.686768
	Iteration 51Q: 3 clusters Score -1891658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1891668.875000 Penalty: 3144.686768
	Iteration 52Q: 3 clusters Score -1891669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1891674.875000 Penalty: 3144.686768
	Iteration 53Q: 3 clusters Score -1891675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1891683.000000 Penalty: 3144.686768
	Iteration 54Q: 3 clusters Score -1891683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1891692.250000 Penalty: 3144.686768
	Iteration 55Q: 3 clusters Score -1891692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1891696.125000 Penalty: 3144.686768
	Iteration 56Q: 3 clusters Score -1891696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1891696.000000 Penalty: 3144.686768
	Iteration 57Q: 3 clusters Score -1891696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1891695.375000 Penalty: 3144.686768
	Iteration 58Q: 3 clusters Score -1891695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1891698.000000 Penalty: 3144.686768
	Iteration 59Q: 3 clusters Score -1891698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1891702.125000 Penalty: 3144.686768
	Iteration 60F: 3 clusters Score -1891702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1891709.625000 Penalty: 3144.686768
	Iteration 61Q: 3 clusters Score -1891710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1891711.500000 Penalty: 3144.686768
	Iteration 62Q: 3 clusters Score -1891712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1891720.625000 Penalty: 3144.686768
	Iteration 63Q: 3 clusters Score -1891721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1891730.500000 Penalty: 3144.686768
	Iteration 64Q: 3 clusters Score -1891730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1891732.000000 Penalty: 3144.686768
	Iteration 65Q: 3 clusters Score -1891732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1891732.250000 Penalty: 3144.686768
	Iteration 66Q: 3 clusters Score -1891732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1891732.250000 Penalty: 3144.686768
	Iteration 67F: 3 clusters Score -1891732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (69571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Entering Unmasked Estep 
Score: -9163429.000000 Penalty: 1811.891724
	Iteration 0F: 2 clusters Score -9163429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -9117916.000000 Penalty: 3623.783447
	Iteration 0F: 3 clusters Score -9117916 nChanged 33191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -9137224.000000 Penalty: 3623.783447
	Iteration 1F: 3 clusters Score -9137224 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -9138428.000000 Penalty: 3623.783447
	Iteration 2Q: 3 clusters Score -9138428 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -9140010.000000 Penalty: 3623.783447
	Iteration 3Q: 3 clusters Score -9140010 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -9142236.000000 Penalty: 3623.783447
	Iteration 4F: 3 clusters Score -9142236 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -9145612.000000 Penalty: 3623.783447
	Iteration 5F: 3 clusters Score -9145612 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -9150406.000000 Penalty: 3623.783447
	Iteration 6F: 3 clusters Score -9150406 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -9155505.000000 Penalty: 3623.783447
	Iteration 7F: 3 clusters Score -9155505 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -9158729.000000 Penalty: 3623.783447
	Iteration 8F: 3 clusters Score -9158729 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -9160010.000000 Penalty: 3623.783447
	Iteration 9Q: 3 clusters Score -9160010 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -9160602.000000 Penalty: 3623.783447
	Iteration 10Q: 3 clusters Score -9160602 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9160932.000000 Penalty: 3623.783447
	Iteration 11Q: 3 clusters Score -9160932 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -9161168.000000 Penalty: 3623.783447
	Iteration 12Q: 3 clusters Score -9161168 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -9161269.000000 Penalty: 3623.783447
	Iteration 13Q: 3 clusters Score -9161269 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -9161429.000000 Penalty: 3623.783447
	Iteration 14Q: 3 clusters Score -9161429 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -9161527.000000 Penalty: 3623.783447
	Iteration 15Q: 3 clusters Score -9161527 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -9161647.000000 Penalty: 3623.783447
	Iteration 16Q: 3 clusters Score -9161647 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -9161694.000000 Penalty: 3623.783447
	Iteration 17Q: 3 clusters Score -9161694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -9161743.000000 Penalty: 3623.783447
	Iteration 18Q: 3 clusters Score -9161743 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -9161794.000000 Penalty: 3623.783447
	Iteration 19Q: 3 clusters Score -9161794 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -9161869.000000 Penalty: 3623.783447
	Iteration 20F: 3 clusters Score -9161869 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -9161914.000000 Penalty: 3623.783447
	Iteration 21Q: 3 clusters Score -9161914 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -9161928.000000 Penalty: 3623.783447
	Iteration 22Q: 3 clusters Score -9161928 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -9161973.000000 Penalty: 3623.783447
	Iteration 23Q: 3 clusters Score -9161973 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -9162025.000000 Penalty: 3623.783447
	Iteration 24Q: 3 clusters Score -9162025 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -9162099.000000 Penalty: 3623.783447
	Iteration 25Q: 3 clusters Score -9162099 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -9162115.000000 Penalty: 3623.783447
	Iteration 26Q: 3 clusters Score -9162115 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -9162181.000000 Penalty: 3623.783447
	Iteration 27Q: 3 clusters Score -9162181 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -9162231.000000 Penalty: 3623.783447
	Iteration 28Q: 3 clusters Score -9162231 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -9162278.000000 Penalty: 3623.783447
	Iteration 29Q: 3 clusters Score -9162278 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -9162366.000000 Penalty: 3623.783447
	Iteration 30Q: 3 clusters Score -9162366 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -9162398.000000 Penalty: 3623.783447
	Iteration 31Q: 3 clusters Score -9162398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -9162452.000000 Penalty: 3623.783447
	Iteration 32Q: 3 clusters Score -9162452 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -9162490.000000 Penalty: 3623.783447
	Iteration 33Q: 3 clusters Score -9162490 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -9162523.000000 Penalty: 3623.783447
	Iteration 34Q: 3 clusters Score -9162523 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -9162552.000000 Penalty: 3623.783447
	Iteration 35Q: 3 clusters Score -9162552 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -9162606.000000 Penalty: 3623.783447
	Iteration 36Q: 3 clusters Score -9162606 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -9162651.000000 Penalty: 3623.783447
	Iteration 37Q: 3 clusters Score -9162651 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -9162668.000000 Penalty: 3623.783447
	Iteration 38Q: 3 clusters Score -9162668 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -9162706.000000 Penalty: 3623.783447
	Iteration 39Q: 3 clusters Score -9162706 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -9162700.000000 Penalty: 3623.783447
	Iteration 40F: 3 clusters Score -9162700 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -9162768.000000 Penalty: 3623.783447
	Iteration 41Q: 3 clusters Score -9162768 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -9162798.000000 Penalty: 3623.783447
	Iteration 42Q: 3 clusters Score -9162798 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -9162816.000000 Penalty: 3623.783447
	Iteration 43Q: 3 clusters Score -9162816 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -9162806.000000 Penalty: 3623.783447
	Iteration 44Q: 3 clusters Score -9162806 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -9162804.000000 Penalty: 3623.783447
	Iteration 45Q: 3 clusters Score -9162804 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -9162816.000000 Penalty: 3623.783447
	Iteration 46Q: 3 clusters Score -9162816 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -9162854.000000 Penalty: 3623.783447
	Iteration 47Q: 3 clusters Score -9162854 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9162875.000000 Penalty: 3623.783447
	Iteration 48Q: 3 clusters Score -9162875 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -9162844.000000 Penalty: 3623.783447
	Iteration 49Q: 3 clusters Score -9162844 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -9162843.000000 Penalty: 3623.783447
	Iteration 50Q: 3 clusters Score -9162843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -9162854.000000 Penalty: 3623.783447
	Iteration 51Q: 3 clusters Score -9162854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -9162857.000000 Penalty: 3623.783447
	Iteration 52Q: 3 clusters Score -9162857 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9162869.000000 Penalty: 3623.783447
	Iteration 53Q: 3 clusters Score -9162869 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -9162886.000000 Penalty: 3623.783447
	Iteration 54Q: 3 clusters Score -9162886 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -9162916.000000 Penalty: 3623.783447
	Iteration 55Q: 3 clusters Score -9162916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -9162913.000000 Penalty: 3623.783447
	Iteration 56Q: 3 clusters Score -9162913 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -9162918.000000 Penalty: 3623.783447
	Iteration 57Q: 3 clusters Score -9162918 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -9162920.000000 Penalty: 3623.783447
	Iteration 58Q: 3 clusters Score -9162920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -9162949.000000 Penalty: 3623.783447
	Iteration 59Q: 3 clusters Score -9162949 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -9162940.000000 Penalty: 3623.783447
	Iteration 60F: 3 clusters Score -9162940 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -9162931.000000 Penalty: 3623.783447
	Iteration 61Q: 3 clusters Score -9162931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -9162950.000000 Penalty: 3623.783447
	Iteration 62Q: 3 clusters Score -9162950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -9162939.000000 Penalty: 3623.783447
	Iteration 63Q: 3 clusters Score -9162939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -9162960.000000 Penalty: 3623.783447
	Iteration 64Q: 3 clusters Score -9162960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -9162954.000000 Penalty: 3623.783447
	Iteration 65Q: 3 clusters Score -9162954 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -9162948.000000 Penalty: 3623.783447
	Iteration 66Q: 3 clusters Score -9162948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -9162936.000000 Penalty: 3623.783447
	Iteration 67Q: 3 clusters Score -9162936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -9162959.000000 Penalty: 3623.783447
	Iteration 68Q: 3 clusters Score -9162959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -9162957.000000 Penalty: 3623.783447
	Iteration 69Q: 3 clusters Score -9162957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -9162972.000000 Penalty: 3623.783447
	Iteration 70Q: 3 clusters Score -9162972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9162980.000000 Penalty: 3623.783447
	Iteration 71Q: 3 clusters Score -9162980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -9162981.000000 Penalty: 3623.783447
	Iteration 72Q: 3 clusters Score -9162981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -9162979.000000 Penalty: 3623.783447
	Iteration 73Q: 3 clusters Score -9162979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -9162983.000000 Penalty: 3623.783447
	Iteration 74Q: 3 clusters Score -9162983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -9162973.000000 Penalty: 3623.783447
	Iteration 75Q: 3 clusters Score -9162973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -9162976.000000 Penalty: 3623.783447
	Iteration 76Q: 3 clusters Score -9162976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -9162982.000000 Penalty: 3623.783447
	Iteration 77Q: 3 clusters Score -9162982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -9162974.000000 Penalty: 3623.783447
	Iteration 78Q: 3 clusters Score -9162974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -9162969.000000 Penalty: 3623.783447
	Iteration 79Q: 3 clusters Score -9162969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9162962.000000 Penalty: 3623.783447
	Iteration 80F: 3 clusters Score -9162962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -9162951.000000 Penalty: 3623.783447
	Iteration 81Q: 3 clusters Score -9162951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -9162951.000000 Penalty: 3623.783447
	Iteration 82Q: 3 clusters Score -9162951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -9162944.000000 Penalty: 3623.783447
	Iteration 83Q: 3 clusters Score -9162944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -9162934.000000 Penalty: 3623.783447
	Iteration 84Q: 3 clusters Score -9162934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -9162930.000000 Penalty: 3623.783447
	Iteration 85Q: 3 clusters Score -9162930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -9162940.000000 Penalty: 3623.783447
	Iteration 86Q: 3 clusters Score -9162940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -9162935.000000 Penalty: 3623.783447
	Iteration 87Q: 3 clusters Score -9162935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -9162949.000000 Penalty: 3623.783447
	Iteration 88Q: 3 clusters Score -9162949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -9162953.000000 Penalty: 3623.783447
	Iteration 89Q: 3 clusters Score -9162953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -9162953.000000 Penalty: 3623.783447
	Iteration 90Q: 3 clusters Score -9162953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9162949.000000 Penalty: 3623.783447
	Iteration 91Q: 3 clusters Score -9162949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -9162950.000000 Penalty: 3623.783447
	Iteration 92Q: 3 clusters Score -9162950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -9162942.000000 Penalty: 3623.783447
	Iteration 93Q: 3 clusters Score -9162942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -9162950.000000 Penalty: 3623.783447
	Iteration 94Q: 3 clusters Score -9162950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -9162945.000000 Penalty: 3623.783447
	Iteration 95Q: 3 clusters Score -9162945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -9162945.000000 Penalty: 3623.783447
	Iteration 96F: 3 clusters Score -9162945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Entering Unmasked Estep 
Score: -1939092.625000 Penalty: 1567.003052
	Iteration 0F: 2 clusters Score -1939093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1928475.375000 Penalty: 3134.006104
	Iteration 0F: 3 clusters Score -1928475 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1932112.875000 Penalty: 3134.006104
	Iteration 1F: 3 clusters Score -1932113 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1932392.500000 Penalty: 3134.006104
	Iteration 2F: 3 clusters Score -1932392 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1932615.375000 Penalty: 3134.006104
	Iteration 3Q: 3 clusters Score -1932615 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1932825.625000 Penalty: 3134.006104
	Iteration 4Q: 3 clusters Score -1932826 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1933027.625000 Penalty: 3134.006104
	Iteration 5Q: 3 clusters Score -1933028 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1933286.625000 Penalty: 3134.006104
	Iteration 6Q: 3 clusters Score -1933287 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1933669.750000 Penalty: 3134.006104
	Iteration 7Q: 3 clusters Score -1933670 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1934228.250000 Penalty: 3134.006104
	Iteration 8F: 3 clusters Score -1934228 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1934949.750000 Penalty: 3134.006104
	Iteration 9F: 3 clusters Score -1934950 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1935713.375000 Penalty: 3134.006104
	Iteration 10F: 3 clusters Score -1935713 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1936442.000000 Penalty: 3134.006104
	Iteration 11F: 3 clusters Score -1936442 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1937024.500000 Penalty: 3134.006104
	Iteration 12Q: 3 clusters Score -1937024 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1937341.500000 Penalty: 3134.006104
	Iteration 13Q: 3 clusters Score -1937342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1937496.750000 Penalty: 3134.006104
	Iteration 14Q: 3 clusters Score -1937497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1937585.750000 Penalty: 3134.006104
	Iteration 15Q: 3 clusters Score -1937586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1937636.625000 Penalty: 3134.006104
	Iteration 16Q: 3 clusters Score -1937637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1937678.625000 Penalty: 3134.006104
	Iteration 17Q: 3 clusters Score -1937679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1937699.625000 Penalty: 3134.006104
	Iteration 18Q: 3 clusters Score -1937700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1937717.000000 Penalty: 3134.006104
	Iteration 19Q: 3 clusters Score -1937717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1937728.375000 Penalty: 3134.006104
	Iteration 20F: 3 clusters Score -1937728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1937740.375000 Penalty: 3134.006104
	Iteration 21Q: 3 clusters Score -1937740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1937744.375000 Penalty: 3134.006104
	Iteration 22Q: 3 clusters Score -1937744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1937749.250000 Penalty: 3134.006104
	Iteration 23Q: 3 clusters Score -1937749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1937750.750000 Penalty: 3134.006104
	Iteration 24Q: 3 clusters Score -1937751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1937750.750000 Penalty: 3134.006104
	Iteration 25F: 3 clusters Score -1937751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Entering Unmasked Estep 
Score: -4094244.750000 Penalty: 1678.364380
	Iteration 0F: 2 clusters Score -4094245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4073515.750000 Penalty: 3356.728760
	Iteration 0F: 3 clusters Score -4073516 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4081390.000000 Penalty: 3356.728760
	Iteration 1F: 3 clusters Score -4081390 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4081773.500000 Penalty: 3356.728760
	Iteration 2Q: 3 clusters Score -4081774 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -4082127.000000 Penalty: 3356.728760
	Iteration 3Q: 3 clusters Score -4082127 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4082552.000000 Penalty: 3356.728760
	Iteration 4Q: 3 clusters Score -4082552 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4083048.000000 Penalty: 3356.728760
	Iteration 5Q: 3 clusters Score -4083048 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4083731.500000 Penalty: 3356.728760
	Iteration 6Q: 3 clusters Score -4083732 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4084762.000000 Penalty: 3356.728760
	Iteration 7F: 3 clusters Score -4084762 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4086301.250000 Penalty: 3356.728760
	Iteration 8F: 3 clusters Score -4086301 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4088225.500000 Penalty: 3356.728760
	Iteration 9F: 3 clusters Score -4088226 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4090012.250000 Penalty: 3356.728760
	Iteration 10F: 3 clusters Score -4090012 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4091238.500000 Penalty: 3356.728760
	Iteration 11Q: 3 clusters Score -4091238 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4091927.750000 Penalty: 3356.728760
	Iteration 12Q: 3 clusters Score -4091928 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4092318.750000 Penalty: 3356.728760
	Iteration 13Q: 3 clusters Score -4092319 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4092541.750000 Penalty: 3356.728760
	Iteration 14Q: 3 clusters Score -4092542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4092630.000000 Penalty: 3356.728760
	Iteration 15Q: 3 clusters Score -4092630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4092668.750000 Penalty: 3356.728760
	Iteration 16Q: 3 clusters Score -4092669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4092696.500000 Penalty: 3356.728760
	Iteration 17Q: 3 clusters Score -4092696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4092713.750000 Penalty: 3356.728760
	Iteration 18Q: 3 clusters Score -4092714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4092720.750000 Penalty: 3356.728760
	Iteration 19Q: 3 clusters Score -4092721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4092738.250000 Penalty: 3356.728760
	Iteration 20F: 3 clusters Score -4092738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4092739.250000 Penalty: 3356.728760
	Iteration 21Q: 3 clusters Score -4092739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4092745.250000 Penalty: 3356.728760
	Iteration 22Q: 3 clusters Score -4092745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4092753.250000 Penalty: 3356.728760
	Iteration 23Q: 3 clusters Score -4092753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4092754.250000 Penalty: 3356.728760
	Iteration 24Q: 3 clusters Score -4092754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4092762.750000 Penalty: 3356.728760
	Iteration 25Q: 3 clusters Score -4092763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4092770.750000 Penalty: 3356.728760
	Iteration 26Q: 3 clusters Score -4092771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4092773.500000 Penalty: 3356.728760
	Iteration 27Q: 3 clusters Score -4092774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4092773.250000 Penalty: 3356.728760
	Iteration 28Q: 3 clusters Score -4092773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4092775.500000 Penalty: 3356.728760
	Iteration 29Q: 3 clusters Score -4092776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4092775.500000 Penalty: 3356.728760
	Iteration 30F: 3 clusters Score -4092776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Entering Unmasked Estep 
Score: -7920759.000000 Penalty: 1789.238159
	Iteration 0F: 2 clusters Score -7920759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -7880510.500000 Penalty: 3578.476318
	Iteration 0F: 3 clusters Score -7880510 nChanged 28539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -7896949.000000 Penalty: 3578.476318
	Iteration 1F: 3 clusters Score -7896949 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -7897791.500000 Penalty: 3578.476318
	Iteration 2Q: 3 clusters Score -7897792 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7898829.000000 Penalty: 3578.476318
	Iteration 3Q: 3 clusters Score -7898829 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7900186.500000 Penalty: 3578.476318
	Iteration 4Q: 3 clusters Score -7900186 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7902173.000000 Penalty: 3578.476318
	Iteration 5F: 3 clusters Score -7902173 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -7904794.500000 Penalty: 3578.476318
	Iteration 6F: 3 clusters Score -7904794 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -7907607.500000 Penalty: 3578.476318
	Iteration 7F: 3 clusters Score -7907608 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -7910265.500000 Penalty: 3578.476318
	Iteration 8F: 3 clusters Score -7910266 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -7912446.500000 Penalty: 3578.476318
	Iteration 9Q: 3 clusters Score -7912446 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -7913962.000000 Penalty: 3578.476318
	Iteration 10Q: 3 clusters Score -7913962 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7914959.500000 Penalty: 3578.476318
	Iteration 11Q: 3 clusters Score -7914960 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -7915695.500000 Penalty: 3578.476318
	Iteration 12Q: 3 clusters Score -7915696 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -7916367.000000 Penalty: 3578.476318
	Iteration 13Q: 3 clusters Score -7916367 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -7916913.500000 Penalty: 3578.476318
	Iteration 14Q: 3 clusters Score -7916914 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7917353.000000 Penalty: 3578.476318
	Iteration 15Q: 3 clusters Score -7917353 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -7917822.000000 Penalty: 3578.476318
	Iteration 16Q: 3 clusters Score -7917822 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -7918103.500000 Penalty: 3578.476318
	Iteration 17Q: 3 clusters Score -7918104 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -7918321.000000 Penalty: 3578.476318
	Iteration 18Q: 3 clusters Score -7918321 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -7918530.000000 Penalty: 3578.476318
	Iteration 19Q: 3 clusters Score -7918530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7918708.500000 Penalty: 3578.476318
	Iteration 20F: 3 clusters Score -7918708 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -7918838.000000 Penalty: 3578.476318
	Iteration 21Q: 3 clusters Score -7918838 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -7918922.500000 Penalty: 3578.476318
	Iteration 22Q: 3 clusters Score -7918922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -7919003.000000 Penalty: 3578.476318
	Iteration 23Q: 3 clusters Score -7919003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -7919071.000000 Penalty: 3578.476318
	Iteration 24Q: 3 clusters Score -7919071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -7919107.500000 Penalty: 3578.476318
	Iteration 25Q: 3 clusters Score -7919108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7919123.500000 Penalty: 3578.476318
	Iteration 26Q: 3 clusters Score -7919124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -7919132.500000 Penalty: 3578.476318
	Iteration 27Q: 3 clusters Score -7919132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -7919147.000000 Penalty: 3578.476318
	Iteration 28Q: 3 clusters Score -7919147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -7919171.500000 Penalty: 3578.476318
	Iteration 29Q: 3 clusters Score -7919172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -7919176.500000 Penalty: 3578.476318
	Iteration 30Q: 3 clusters Score -7919176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -7919195.500000 Penalty: 3578.476318
	Iteration 31Q: 3 clusters Score -7919196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -7919194.500000 Penalty: 3578.476318
	Iteration 32Q: 3 clusters Score -7919194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -7919198.000000 Penalty: 3578.476318
	Iteration 33Q: 3 clusters Score -7919198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -7919202.000000 Penalty: 3578.476318
	Iteration 34Q: 3 clusters Score -7919202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -7919199.500000 Penalty: 3578.476318
	Iteration 35Q: 3 clusters Score -7919200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -7919200.000000 Penalty: 3578.476318
	Iteration 36Q: 3 clusters Score -7919200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -7919209.500000 Penalty: 3578.476318
	Iteration 37Q: 3 clusters Score -7919210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -7919209.000000 Penalty: 3578.476318
	Iteration 38Q: 3 clusters Score -7919209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -7919211.000000 Penalty: 3578.476318
	Iteration 39Q: 3 clusters Score -7919211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -7919217.500000 Penalty: 3578.476318
	Iteration 40F: 3 clusters Score -7919218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7919223.000000 Penalty: 3578.476318
	Iteration 41Q: 3 clusters Score -7919223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -7919225.500000 Penalty: 3578.476318
	Iteration 42Q: 3 clusters Score -7919226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7919221.000000 Penalty: 3578.476318
	Iteration 43Q: 3 clusters Score -7919221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7919219.000000 Penalty: 3578.476318
	Iteration 44Q: 3 clusters Score -7919219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -7919218.000000 Penalty: 3578.476318
	Iteration 45Q: 3 clusters Score -7919218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -7919218.500000 Penalty: 3578.476318
	Iteration 46Q: 3 clusters Score -7919218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -7919217.500000 Penalty: 3578.476318
	Iteration 47Q: 3 clusters Score -7919218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -7919215.500000 Penalty: 3578.476318
	Iteration 48Q: 3 clusters Score -7919216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7919221.500000 Penalty: 3578.476318
	Iteration 49Q: 3 clusters Score -7919222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -7919220.000000 Penalty: 3578.476318
	Iteration 50Q: 3 clusters Score -7919220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -7919220.000000 Penalty: 3578.476318
	Iteration 51F: 3 clusters Score -7919220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Entering Unmasked Estep 
Score: -10333116.000000 Penalty: 1832.018066
	Iteration 0F: 2 clusters Score -1.033312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -10283726.000000 Penalty: 3664.036133
	Iteration 0F: 3 clusters Score -1.028373e+07 nChanged 37501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -10305025.000000 Penalty: 3664.036133
	Iteration 1F: 3 clusters Score -1.030502e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -10305729.000000 Penalty: 3664.036133
	Iteration 2Q: 3 clusters Score -1.030573e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -10306826.000000 Penalty: 3664.036133
	Iteration 3Q: 3 clusters Score -1.030683e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -10308579.000000 Penalty: 3664.036133
	Iteration 4Q: 3 clusters Score -1.030858e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -10311859.000000 Penalty: 3664.036133
	Iteration 5F: 3 clusters Score -1.031186e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -10317158.000000 Penalty: 3664.036133
	Iteration 6F: 3 clusters Score -1.031716e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -10323348.000000 Penalty: 3664.036133
	Iteration 7F: 3 clusters Score -1.032335e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -10328242.000000 Penalty: 3664.036133
	Iteration 8F: 3 clusters Score -1.032824e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10330644.000000 Penalty: 3664.036133
	Iteration 9Q: 3 clusters Score -1.033064e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10331518.000000 Penalty: 3664.036133
	Iteration 10Q: 3 clusters Score -1.033152e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10331979.000000 Penalty: 3664.036133
	Iteration 11Q: 3 clusters Score -1.033198e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10332347.000000 Penalty: 3664.036133
	Iteration 12Q: 3 clusters Score -1.033235e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10332593.000000 Penalty: 3664.036133
	Iteration 13Q: 3 clusters Score -1.033259e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10332720.000000 Penalty: 3664.036133
	Iteration 14Q: 3 clusters Score -1.033272e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10332786.000000 Penalty: 3664.036133
	Iteration 15Q: 3 clusters Score -1.033279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10332840.000000 Penalty: 3664.036133
	Iteration 16Q: 3 clusters Score -1.033284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10332865.000000 Penalty: 3664.036133
	Iteration 17Q: 3 clusters Score -1.033286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10332907.000000 Penalty: 3664.036133
	Iteration 18Q: 3 clusters Score -1.033291e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10332905.000000 Penalty: 3664.036133
	Iteration 19Q: 3 clusters Score -1.03329e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10332938.000000 Penalty: 3664.036133
	Iteration 20F: 3 clusters Score -1.033294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10332962.000000 Penalty: 3664.036133
	Iteration 21Q: 3 clusters Score -1.033296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -10332984.000000 Penalty: 3664.036133
	Iteration 22Q: 3 clusters Score -1.033298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10333003.000000 Penalty: 3664.036133
	Iteration 23Q: 3 clusters Score -1.0333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10333019.000000 Penalty: 3664.036133
	Iteration 24Q: 3 clusters Score -1.033302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10333019.000000 Penalty: 3664.036133
	Iteration 25Q: 3 clusters Score -1.033302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10333027.000000 Penalty: 3664.036133
	Iteration 26Q: 3 clusters Score -1.033303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10333035.000000 Penalty: 3664.036133
	Iteration 27Q: 3 clusters Score -1.033304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10333046.000000 Penalty: 3664.036133
	Iteration 28Q: 3 clusters Score -1.033305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10333077.000000 Penalty: 3664.036133
	Iteration 29Q: 3 clusters Score -1.033308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10333077.000000 Penalty: 3664.036133
	Iteration 30Q: 3 clusters Score -1.033308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10333086.000000 Penalty: 3664.036133
	Iteration 31Q: 3 clusters Score -1.033309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10333090.000000 Penalty: 3664.036133
	Iteration 32Q: 3 clusters Score -1.033309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10333097.000000 Penalty: 3664.036133
	Iteration 33Q: 3 clusters Score -1.03331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10333116.000000 Penalty: 3664.036133
	Iteration 34Q: 3 clusters Score -1.033312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10333145.000000 Penalty: 3664.036133
	Iteration 35Q: 3 clusters Score -1.033314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10333152.000000 Penalty: 3664.036133
	Iteration 36Q: 3 clusters Score -1.033315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10333157.000000 Penalty: 3664.036133
	Iteration 37Q: 3 clusters Score -1.033316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10333175.000000 Penalty: 3664.036133
	Iteration 38Q: 3 clusters Score -1.033318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10333204.000000 Penalty: 3664.036133
	Iteration 39Q: 3 clusters Score -1.03332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10333238.000000 Penalty: 3664.036133
	Iteration 40F: 3 clusters Score -1.033324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -10333220.000000 Penalty: 3664.036133
	Iteration 41Q: 3 clusters Score -1.033322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10333240.000000 Penalty: 3664.036133
	Iteration 42Q: 3 clusters Score -1.033324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10333240.000000 Penalty: 3664.036133
	Iteration 43Q: 3 clusters Score -1.033324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10333273.000000 Penalty: 3664.036133
	Iteration 44Q: 3 clusters Score -1.033327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10333280.000000 Penalty: 3664.036133
	Iteration 45Q: 3 clusters Score -1.033328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10333312.000000 Penalty: 3664.036133
	Iteration 46Q: 3 clusters Score -1.033331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10333320.000000 Penalty: 3664.036133
	Iteration 47Q: 3 clusters Score -1.033332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10333337.000000 Penalty: 3664.036133
	Iteration 48Q: 3 clusters Score -1.033334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10333339.000000 Penalty: 3664.036133
	Iteration 49Q: 3 clusters Score -1.033334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10333352.000000 Penalty: 3664.036133
	Iteration 50Q: 3 clusters Score -1.033335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10333358.000000 Penalty: 3664.036133
	Iteration 51Q: 3 clusters Score -1.033336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10333366.000000 Penalty: 3664.036133
	Iteration 52Q: 3 clusters Score -1.033337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10333369.000000 Penalty: 3664.036133
	Iteration 53Q: 3 clusters Score -1.033337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10333378.000000 Penalty: 3664.036133
	Iteration 54Q: 3 clusters Score -1.033338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10333380.000000 Penalty: 3664.036133
	Iteration 55Q: 3 clusters Score -1.033338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10333384.000000 Penalty: 3664.036133
	Iteration 56Q: 3 clusters Score -1.033338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10333384.000000 Penalty: 3664.036133
	Iteration 57Q: 3 clusters Score -1.033338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -10333388.000000 Penalty: 3664.036133
	Iteration 58Q: 3 clusters Score -1.033339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10333379.000000 Penalty: 3664.036133
	Iteration 59Q: 3 clusters Score -1.033338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10333383.000000 Penalty: 3664.036133
	Iteration 60F: 3 clusters Score -1.033338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10333376.000000 Penalty: 3664.036133
	Iteration 61Q: 3 clusters Score -1.033338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10333376.000000 Penalty: 3664.036133
	Iteration 62Q: 3 clusters Score -1.033338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10333381.000000 Penalty: 3664.036133
	Iteration 63Q: 3 clusters Score -1.033338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10333379.000000 Penalty: 3664.036133
	Iteration 64Q: 3 clusters Score -1.033338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10333379.000000 Penalty: 3664.036133
	Iteration 65Q: 3 clusters Score -1.033338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10333376.000000 Penalty: 3664.036133
	Iteration 66Q: 3 clusters Score -1.033338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10333383.000000 Penalty: 3664.036133
	Iteration 67Q: 3 clusters Score -1.033338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10333383.000000 Penalty: 3664.036133
	Iteration 68F: 3 clusters Score -1.033338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52142 members 
Mstep: Class 3 contains 65099 members 
Mstep: Class 4 contains 17608 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 15930 members 
Mstep: Class 8 contains 69571 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 60518 members 
Mstep: Class 12 contains 76907 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 57323 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 76491 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 52513 members 
Mstep: Class 25 contains 65577 members 
Mstep: Class 26 contains 13557 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72761 members 
Mstep: Class 30 contains 4258 members 
Mstep: Class 31 contains 54813 members 
Mstep: Class 32 contains 6949 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70930 members 
Mstep: Class 36 contains 61029 members 
Mstep: Class 37 contains 1837 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
Score: -127767640.000000 Penalty: 85314.296875
Splitting cluster 12 changes total score from -127767624.000000 to -127767640.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (11976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Entering Unmasked Estep 
Score: -1525087.250000 Penalty: 1525.982300
	Iteration 0F: 2 clusters Score -1525087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1516710.500000 Penalty: 3051.964600
	Iteration 0F: 3 clusters Score -1516710 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1519850.125000 Penalty: 3051.964600
	Iteration 1F: 3 clusters Score -1519850 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1520429.125000 Penalty: 3051.964600
	Iteration 2F: 3 clusters Score -1520429 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1521020.500000 Penalty: 3051.964600
	Iteration 3F: 3 clusters Score -1521020 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1521556.125000 Penalty: 3051.964600
	Iteration 4F: 3 clusters Score -1521556 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1522066.875000 Penalty: 3051.964600
	Iteration 5F: 3 clusters Score -1522067 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1522580.750000 Penalty: 3051.964600
	Iteration 6F: 3 clusters Score -1522581 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1523079.500000 Penalty: 3051.964600
	Iteration 7F: 3 clusters Score -1523080 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1523568.750000 Penalty: 3051.964600
	Iteration 8Q: 3 clusters Score -1523569 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1524006.250000 Penalty: 3051.964600
	Iteration 9Q: 3 clusters Score -1524006 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1524273.250000 Penalty: 3051.964600
	Iteration 10Q: 3 clusters Score -1524273 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1524434.000000 Penalty: 3051.964600
	Iteration 11Q: 3 clusters Score -1524434 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1524533.250000 Penalty: 3051.964600
	Iteration 12Q: 3 clusters Score -1524533 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1524590.375000 Penalty: 3051.964600
	Iteration 13Q: 3 clusters Score -1524590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1524651.625000 Penalty: 3051.964600
	Iteration 14Q: 3 clusters Score -1524652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1524683.125000 Penalty: 3051.964600
	Iteration 15Q: 3 clusters Score -1524683 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1524711.625000 Penalty: 3051.964600
	Iteration 16Q: 3 clusters Score -1524712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1524735.875000 Penalty: 3051.964600
	Iteration 17Q: 3 clusters Score -1524736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1524754.250000 Penalty: 3051.964600
	Iteration 18Q: 3 clusters Score -1524754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1524772.250000 Penalty: 3051.964600
	Iteration 19Q: 3 clusters Score -1524772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1524783.625000 Penalty: 3051.964600
	Iteration 20F: 3 clusters Score -1524784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1524800.500000 Penalty: 3051.964600
	Iteration 21Q: 3 clusters Score -1524800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1524808.125000 Penalty: 3051.964600
	Iteration 22Q: 3 clusters Score -1524808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1524823.125000 Penalty: 3051.964600
	Iteration 23Q: 3 clusters Score -1524823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1524832.375000 Penalty: 3051.964600
	Iteration 24Q: 3 clusters Score -1524832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1524838.625000 Penalty: 3051.964600
	Iteration 25Q: 3 clusters Score -1524839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1524843.000000 Penalty: 3051.964600
	Iteration 26Q: 3 clusters Score -1524843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1524848.750000 Penalty: 3051.964600
	Iteration 27Q: 3 clusters Score -1524849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1524846.125000 Penalty: 3051.964600
	Iteration 28Q: 3 clusters Score -1524846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1524849.500000 Penalty: 3051.964600
	Iteration 29Q: 3 clusters Score -1524850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1524848.625000 Penalty: 3051.964600
	Iteration 30Q: 3 clusters Score -1524849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1524851.500000 Penalty: 3051.964600
	Iteration 31Q: 3 clusters Score -1524852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1524853.250000 Penalty: 3051.964600
	Iteration 32Q: 3 clusters Score -1524853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1524851.125000 Penalty: 3051.964600
	Iteration 33Q: 3 clusters Score -1524851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1524854.000000 Penalty: 3051.964600
	Iteration 34Q: 3 clusters Score -1524854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1524855.250000 Penalty: 3051.964600
	Iteration 35Q: 3 clusters Score -1524855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1524860.000000 Penalty: 3051.964600
	Iteration 36Q: 3 clusters Score -1524860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1524860.375000 Penalty: 3051.964600
	Iteration 37Q: 3 clusters Score -1524860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1524861.625000 Penalty: 3051.964600
	Iteration 38Q: 3 clusters Score -1524862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1524861.375000 Penalty: 3051.964600
	Iteration 39Q: 3 clusters Score -1524861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1524862.375000 Penalty: 3051.964600
	Iteration 40F: 3 clusters Score -1524862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1524862.625000 Penalty: 3051.964600
	Iteration 41Q: 3 clusters Score -1524863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1524866.875000 Penalty: 3051.964600
	Iteration 42Q: 3 clusters Score -1524867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1524865.375000 Penalty: 3051.964600
	Iteration 43Q: 3 clusters Score -1524865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1524864.750000 Penalty: 3051.964600
	Iteration 44Q: 3 clusters Score -1524865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1524864.750000 Penalty: 3051.964600
	Iteration 45Q: 3 clusters Score -1524865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1524864.750000 Penalty: 3051.964600
	Iteration 46Q: 3 clusters Score -1524865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1524865.750000 Penalty: 3051.964600
	Iteration 47Q: 3 clusters Score -1524866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1524865.750000 Penalty: 3051.964600
	Iteration 48F: 3 clusters Score -1524866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Entering Unmasked Estep 
Score: -7566119.500000 Penalty: 1780.424316
	Iteration 0F: 2 clusters Score -7566120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -7528444.500000 Penalty: 3560.848633
	Iteration 0F: 3 clusters Score -7528444 nChanged 27048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -7543633.000000 Penalty: 3560.848633
	Iteration 1F: 3 clusters Score -7543633 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -7544098.500000 Penalty: 3560.848633
	Iteration 2Q: 3 clusters Score -7544098 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -7544491.500000 Penalty: 3560.848633
	Iteration 3Q: 3 clusters Score -7544492 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -7545087.500000 Penalty: 3560.848633
	Iteration 4Q: 3 clusters Score -7545088 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -7546023.500000 Penalty: 3560.848633
	Iteration 5Q: 3 clusters Score -7546024 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7547553.000000 Penalty: 3560.848633
	Iteration 6F: 3 clusters Score -7547553 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -7549993.500000 Penalty: 3560.848633
	Iteration 7F: 3 clusters Score -7549994 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -7553687.500000 Penalty: 3560.848633
	Iteration 8F: 3 clusters Score -7553688 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -7558009.000000 Penalty: 3560.848633
	Iteration 9F: 3 clusters Score -7558009 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7561429.500000 Penalty: 3560.848633
	Iteration 10F: 3 clusters Score -7561430 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7563274.000000 Penalty: 3560.848633
	Iteration 11Q: 3 clusters Score -7563274 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7564061.000000 Penalty: 3560.848633
	Iteration 12Q: 3 clusters Score -7564061 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7564330.000000 Penalty: 3560.848633
	Iteration 13Q: 3 clusters Score -7564330 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7564424.000000 Penalty: 3560.848633
	Iteration 14Q: 3 clusters Score -7564424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7564477.000000 Penalty: 3560.848633
	Iteration 15Q: 3 clusters Score -7564477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7564502.500000 Penalty: 3560.848633
	Iteration 16Q: 3 clusters Score -7564502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7564507.000000 Penalty: 3560.848633
	Iteration 17Q: 3 clusters Score -7564507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7564527.000000 Penalty: 3560.848633
	Iteration 18Q: 3 clusters Score -7564527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7564540.000000 Penalty: 3560.848633
	Iteration 19Q: 3 clusters Score -7564540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7564539.500000 Penalty: 3560.848633
	Iteration 20F: 3 clusters Score -7564540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7564554.000000 Penalty: 3560.848633
	Iteration 21Q: 3 clusters Score -7564554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7564557.000000 Penalty: 3560.848633
	Iteration 22Q: 3 clusters Score -7564557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7564559.500000 Penalty: 3560.848633
	Iteration 23Q: 3 clusters Score -7564560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7564558.500000 Penalty: 3560.848633
	Iteration 24Q: 3 clusters Score -7564558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7564558.500000 Penalty: 3560.848633
	Iteration 25F: 3 clusters Score -7564558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -631468.312500 Penalty: 1392.374146
	Iteration 0F: 2 clusters Score -631468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -627359.250000 Penalty: 2784.748291
	Iteration 0F: 3 clusters Score -627359.2 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -628603.625000 Penalty: 2784.748291
	Iteration 1F: 3 clusters Score -628603.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -628876.812500 Penalty: 2784.748291
	Iteration 2F: 3 clusters Score -628876.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -629057.187500 Penalty: 2784.748291
	Iteration 3F: 3 clusters Score -629057.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -629200.000000 Penalty: 2784.748291
	Iteration 4Q: 3 clusters Score -629200 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -629294.625000 Penalty: 2784.748291
	Iteration 5Q: 3 clusters Score -629294.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -629365.375000 Penalty: 2784.748291
	Iteration 6Q: 3 clusters Score -629365.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -629438.750000 Penalty: 2784.748291
	Iteration 7Q: 3 clusters Score -629438.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -629517.000000 Penalty: 2784.748291
	Iteration 8Q: 3 clusters Score -629517 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -629589.812500 Penalty: 2784.748291
	Iteration 9Q: 3 clusters Score -629589.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -629668.250000 Penalty: 2784.748291
	Iteration 10Q: 3 clusters Score -629668.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -629740.062500 Penalty: 2784.748291
	Iteration 11Q: 3 clusters Score -629740.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -629824.750000 Penalty: 2784.748291
	Iteration 12Q: 3 clusters Score -629824.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -629927.187500 Penalty: 2784.748291
	Iteration 13Q: 3 clusters Score -629927.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -630041.062500 Penalty: 2784.748291
	Iteration 14Q: 3 clusters Score -630041.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -630158.125000 Penalty: 2784.748291
	Iteration 15Q: 3 clusters Score -630158.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -630261.250000 Penalty: 2784.748291
	Iteration 16Q: 3 clusters Score -630261.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -630352.687500 Penalty: 2784.748291
	Iteration 17Q: 3 clusters Score -630352.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -630418.250000 Penalty: 2784.748291
	Iteration 18Q: 3 clusters Score -630418.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -630464.250000 Penalty: 2784.748291
	Iteration 19Q: 3 clusters Score -630464.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -630499.187500 Penalty: 2784.748291
	Iteration 20F: 3 clusters Score -630499.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -630515.625000 Penalty: 2784.748291
	Iteration 21Q: 3 clusters Score -630515.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -630524.750000 Penalty: 2784.748291
	Iteration 22Q: 3 clusters Score -630524.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -630533.000000 Penalty: 2784.748291
	Iteration 23Q: 3 clusters Score -630533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -630540.687500 Penalty: 2784.748291
	Iteration 24Q: 3 clusters Score -630540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -630545.687500 Penalty: 2784.748291
	Iteration 25Q: 3 clusters Score -630545.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -630551.250000 Penalty: 2784.748291
	Iteration 26Q: 3 clusters Score -630551.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -630555.062500 Penalty: 2784.748291
	Iteration 27Q: 3 clusters Score -630555.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -630558.000000 Penalty: 2784.748291
	Iteration 28Q: 3 clusters Score -630558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -630559.125000 Penalty: 2784.748291
	Iteration 29Q: 3 clusters Score -630559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -630560.250000 Penalty: 2784.748291
	Iteration 30Q: 3 clusters Score -630560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -630560.625000 Penalty: 2784.748291
	Iteration 31Q: 3 clusters Score -630560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -630564.625000 Penalty: 2784.748291
	Iteration 32Q: 3 clusters Score -630564.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -630565.812500 Penalty: 2784.748291
	Iteration 33Q: 3 clusters Score -630565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -630566.937500 Penalty: 2784.748291
	Iteration 34Q: 3 clusters Score -630566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -630567.250000 Penalty: 2784.748291
	Iteration 35Q: 3 clusters Score -630567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -630567.000000 Penalty: 2784.748291
	Iteration 36Q: 3 clusters Score -630567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -630568.812500 Penalty: 2784.748291
	Iteration 37Q: 3 clusters Score -630568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -630570.500000 Penalty: 2784.748291
	Iteration 38Q: 3 clusters Score -630570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -630571.562500 Penalty: 2784.748291
	Iteration 39Q: 3 clusters Score -630571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -630571.000000 Penalty: 2784.748291
	Iteration 40F: 3 clusters Score -630571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -630573.437500 Penalty: 2784.748291
	Iteration 41Q: 3 clusters Score -630573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -630573.312500 Penalty: 2784.748291
	Iteration 42Q: 3 clusters Score -630573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -630573.812500 Penalty: 2784.748291
	Iteration 43Q: 3 clusters Score -630573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -630573.812500 Penalty: 2784.748291
	Iteration 44Q: 3 clusters Score -630573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -630574.687500 Penalty: 2784.748291
	Iteration 45Q: 3 clusters Score -630574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -630575.500000 Penalty: 2784.748291
	Iteration 46Q: 3 clusters Score -630575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -630574.875000 Penalty: 2784.748291
	Iteration 47Q: 3 clusters Score -630574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -630574.875000 Penalty: 2784.748291
	Iteration 48F: 3 clusters Score -630574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -668508.062500 Penalty: 1399.708984
	Iteration 0F: 2 clusters Score -668508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -664230.500000 Penalty: 2799.417969
	Iteration 0F: 3 clusters Score -664230.5 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -665512.125000 Penalty: 2799.417969
	Iteration 1F: 3 clusters Score -665512.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -665701.500000 Penalty: 2799.417969
	Iteration 2F: 3 clusters Score -665701.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -665815.062500 Penalty: 2799.417969
	Iteration 3Q: 3 clusters Score -665815.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -665910.062500 Penalty: 2799.417969
	Iteration 4Q: 3 clusters Score -665910.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -665998.250000 Penalty: 2799.417969
	Iteration 5Q: 3 clusters Score -665998.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -666085.125000 Penalty: 2799.417969
	Iteration 6Q: 3 clusters Score -666085.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -666188.187500 Penalty: 2799.417969
	Iteration 7Q: 3 clusters Score -666188.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -666288.437500 Penalty: 2799.417969
	Iteration 8Q: 3 clusters Score -666288.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -666386.312500 Penalty: 2799.417969
	Iteration 9Q: 3 clusters Score -666386.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -666494.562500 Penalty: 2799.417969
	Iteration 10Q: 3 clusters Score -666494.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -666616.062500 Penalty: 2799.417969
	Iteration 11Q: 3 clusters Score -666616.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -666755.937500 Penalty: 2799.417969
	Iteration 12Q: 3 clusters Score -666755.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -666888.375000 Penalty: 2799.417969
	Iteration 13Q: 3 clusters Score -666888.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -667012.500000 Penalty: 2799.417969
	Iteration 14Q: 3 clusters Score -667012.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -667116.062500 Penalty: 2799.417969
	Iteration 15Q: 3 clusters Score -667116.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -667204.187500 Penalty: 2799.417969
	Iteration 16Q: 3 clusters Score -667204.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -667269.812500 Penalty: 2799.417969
	Iteration 17Q: 3 clusters Score -667269.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -667326.687500 Penalty: 2799.417969
	Iteration 18Q: 3 clusters Score -667326.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -667362.812500 Penalty: 2799.417969
	Iteration 19Q: 3 clusters Score -667362.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -667381.687500 Penalty: 2799.417969
	Iteration 20F: 3 clusters Score -667381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -667390.125000 Penalty: 2799.417969
	Iteration 21Q: 3 clusters Score -667390.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -667396.375000 Penalty: 2799.417969
	Iteration 22Q: 3 clusters Score -667396.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -667401.437500 Penalty: 2799.417969
	Iteration 23Q: 3 clusters Score -667401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -667406.062500 Penalty: 2799.417969
	Iteration 24Q: 3 clusters Score -667406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -667414.500000 Penalty: 2799.417969
	Iteration 25Q: 3 clusters Score -667414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -667419.250000 Penalty: 2799.417969
	Iteration 26Q: 3 clusters Score -667419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -667424.562500 Penalty: 2799.417969
	Iteration 27Q: 3 clusters Score -667424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -667431.062500 Penalty: 2799.417969
	Iteration 28Q: 3 clusters Score -667431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -667439.562500 Penalty: 2799.417969
	Iteration 29Q: 3 clusters Score -667439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -667447.625000 Penalty: 2799.417969
	Iteration 30Q: 3 clusters Score -667447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -667450.312500 Penalty: 2799.417969
	Iteration 31Q: 3 clusters Score -667450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -667450.437500 Penalty: 2799.417969
	Iteration 32Q: 3 clusters Score -667450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -667452.937500 Penalty: 2799.417969
	Iteration 33Q: 3 clusters Score -667452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -667453.187500 Penalty: 2799.417969
	Iteration 34Q: 3 clusters Score -667453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -667453.187500 Penalty: 2799.417969
	Iteration 35F: 3 clusters Score -667453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -20964.697266 Penalty: 883.687866
	Iteration 0F: 2 clusters Score -20964.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20331.607422 Penalty: 1767.375732
	Iteration 0F: 3 clusters Score -20331.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20511.859375 Penalty: 1767.375732
	Iteration 1F: 3 clusters Score -20511.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20536.642578 Penalty: 1767.375732
	Iteration 2Q: 3 clusters Score -20536.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20539.902344 Penalty: 1767.375732
	Iteration 3Q: 3 clusters Score -20539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20544.224609 Penalty: 1767.375732
	Iteration 4Q: 3 clusters Score -20544.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20544.224609 Penalty: 1767.375732
	Iteration 5F: 3 clusters Score -20544.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -333671.968750 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -333672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -331232.500000 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -331232.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -331764.281250 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -331764.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -331876.406250 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -331876.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -331953.843750 Penalty: 2557.679688
	Iteration 3Q: 3 clusters Score -331953.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -332010.531250 Penalty: 2557.679688
	Iteration 4Q: 3 clusters Score -332010.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -332054.625000 Penalty: 2557.679688
	Iteration 5Q: 3 clusters Score -332054.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -332092.500000 Penalty: 2557.679688
	Iteration 6Q: 3 clusters Score -332092.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -332134.156250 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -332134.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -332162.468750 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -332162.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -332185.718750 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -332185.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -332210.093750 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -332210.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -332233.968750 Penalty: 2557.679688
	Iteration 11Q: 3 clusters Score -332234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -332253.687500 Penalty: 2557.679688
	Iteration 12Q: 3 clusters Score -332253.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -332269.468750 Penalty: 2557.679688
	Iteration 13Q: 3 clusters Score -332269.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -332289.250000 Penalty: 2557.679688
	Iteration 14Q: 3 clusters Score -332289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -332307.156250 Penalty: 2557.679688
	Iteration 15Q: 3 clusters Score -332307.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -332329.406250 Penalty: 2557.679688
	Iteration 16Q: 3 clusters Score -332329.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -332350.500000 Penalty: 2557.679688
	Iteration 17Q: 3 clusters Score -332350.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -332369.656250 Penalty: 2557.679688
	Iteration 18Q: 3 clusters Score -332369.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -332389.156250 Penalty: 2557.679688
	Iteration 19Q: 3 clusters Score -332389.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -332411.031250 Penalty: 2557.679688
	Iteration 20F: 3 clusters Score -332411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -332431.312500 Penalty: 2557.679688
	Iteration 21Q: 3 clusters Score -332431.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -332450.718750 Penalty: 2557.679688
	Iteration 22Q: 3 clusters Score -332450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -332455.750000 Penalty: 2557.679688
	Iteration 23Q: 3 clusters Score -332455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -332459.218750 Penalty: 2557.679688
	Iteration 24Q: 3 clusters Score -332459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -332462.468750 Penalty: 2557.679688
	Iteration 25Q: 3 clusters Score -332462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -332470.250000 Penalty: 2557.679688
	Iteration 26Q: 3 clusters Score -332470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -332483.656250 Penalty: 2557.679688
	Iteration 27Q: 3 clusters Score -332483.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -332496.593750 Penalty: 2557.679688
	Iteration 28Q: 3 clusters Score -332496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -332504.843750 Penalty: 2557.679688
	Iteration 29Q: 3 clusters Score -332504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -332510.718750 Penalty: 2557.679688
	Iteration 30Q: 3 clusters Score -332510.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -332517.250000 Penalty: 2557.679688
	Iteration 31Q: 3 clusters Score -332517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -332520.937500 Penalty: 2557.679688
	Iteration 32Q: 3 clusters Score -332520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -332528.218750 Penalty: 2557.679688
	Iteration 33Q: 3 clusters Score -332528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -332537.375000 Penalty: 2557.679688
	Iteration 34Q: 3 clusters Score -332537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -332541.937500 Penalty: 2557.679688
	Iteration 35Q: 3 clusters Score -332541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -332544.437500 Penalty: 2557.679688
	Iteration 36Q: 3 clusters Score -332544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -332544.437500 Penalty: 2557.679688
	Iteration 37F: 3 clusters Score -332544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -157482.109375 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -157482.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155819.468750 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -155819.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156306.000000 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -156306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156472.671875 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -156472.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156613.265625 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -156613.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156733.546875 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -156733.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -156818.093750 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -156818.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -156941.734375 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -156941.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157040.250000 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -157040.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157114.984375 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -157115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157152.656250 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -157152.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157172.093750 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -157172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157194.984375 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -157195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157222.500000 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -157222.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157239.000000 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -157239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157246.171875 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -157246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157251.390625 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -157251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157254.546875 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -157254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157258.562500 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -157258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157261.796875 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -157261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157264.218750 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -157264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157272.984375 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -157273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157280.515625 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -157280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157288.546875 Penalty: 2358.296631
	Iteration 22Q: 3 clusters Score -157288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157298.312500 Penalty: 2358.296631
	Iteration 23Q: 3 clusters Score -157298.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157317.234375 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -157317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157327.468750 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -157327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157332.890625 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -157332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157341.484375 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -157341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157345.562500 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -157345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157347.421875 Penalty: 2358.296631
	Iteration 29Q: 3 clusters Score -157347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157347.421875 Penalty: 2358.296631
	Iteration 30F: 3 clusters Score -157347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -1413530.250000 Penalty: 1504.531372
	Iteration 0F: 2 clusters Score -1413530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1406005.500000 Penalty: 3009.062744
	Iteration 0F: 3 clusters Score -1406006 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1408493.875000 Penalty: 3009.062744
	Iteration 1F: 3 clusters Score -1408494 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1408748.125000 Penalty: 3009.062744
	Iteration 2F: 3 clusters Score -1408748 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1408904.875000 Penalty: 3009.062744
	Iteration 3Q: 3 clusters Score -1408905 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1409017.375000 Penalty: 3009.062744
	Iteration 4Q: 3 clusters Score -1409017 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1409104.125000 Penalty: 3009.062744
	Iteration 5Q: 3 clusters Score -1409104 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1409178.250000 Penalty: 3009.062744
	Iteration 6Q: 3 clusters Score -1409178 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1409239.000000 Penalty: 3009.062744
	Iteration 7Q: 3 clusters Score -1409239 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1409292.875000 Penalty: 3009.062744
	Iteration 8Q: 3 clusters Score -1409293 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1409352.625000 Penalty: 3009.062744
	Iteration 9Q: 3 clusters Score -1409353 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1409426.875000 Penalty: 3009.062744
	Iteration 10Q: 3 clusters Score -1409427 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1409538.250000 Penalty: 3009.062744
	Iteration 11Q: 3 clusters Score -1409538 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1409706.750000 Penalty: 3009.062744
	Iteration 12Q: 3 clusters Score -1409707 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1409928.500000 Penalty: 3009.062744
	Iteration 13Q: 3 clusters Score -1409928 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1410214.750000 Penalty: 3009.062744
	Iteration 14Q: 3 clusters Score -1410215 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1410515.875000 Penalty: 3009.062744
	Iteration 15Q: 3 clusters Score -1410516 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1410778.375000 Penalty: 3009.062744
	Iteration 16Q: 3 clusters Score -1410778 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1410969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1411088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1411183.375000 Penalty: 3009.062744
	Iteration 19Q: 3 clusters Score -1411183 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1411270.250000 Penalty: 3009.062744
	Iteration 20F: 3 clusters Score -1411270 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1411331 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1411398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1411473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1411527 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1411583.500000 Penalty: 3009.062744
	Iteration 25Q: 3 clusters Score -1411584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1411628.250000 Penalty: 3009.062744
	Iteration 26Q: 3 clusters Score -1411628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1411668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1411702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1411734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1411770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1411800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1411835.875000 Penalty: 3009.062744
	Iteration 32Q: 3 clusters Score -1411836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1411855.125000 Penalty: 3009.062744
	Iteration 33Q: 3 clusters Score -1411855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1411875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1411891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1411900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1411908.000000 Penalty: 3009.062744
	Iteration 37Q: 3 clusters Score -1411908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1411922.625000 Penalty: 3009.062744
	Iteration 38Q: 3 clusters Score -1411923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1411928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1411935.750000 Penalty: 3009.062744
	Iteration 40F: 3 clusters Score -1411936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1411943.625000 Penalty: 3009.062744
	Iteration 41Q: 3 clusters Score -1411944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1411947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1411949.625000 Penalty: 3009.062744
	Iteration 43Q: 3 clusters Score -1411950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1411957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1411964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1411971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1411982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1411986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1411991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1411994.750000 Penalty: 3009.062744
	Iteration 50Q: 3 clusters Score -1411995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1411995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1411999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1412001.625000 Penalty: 3009.062744
	Iteration 53Q: 3 clusters Score -1412002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1412004.125000 Penalty: 3009.062744
	Iteration 54Q: 3 clusters Score -1412004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1412006.875000 Penalty: 3009.062744
	Iteration 55Q: 3 clusters Score -1412007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1412013.500000 Penalty: 3009.062744
	Iteration 56Q: 3 clusters Score -1412014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1412017.500000 Penalty: 3009.062744
	Iteration 57Q: 3 clusters Score -1412018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1412024.625000 Penalty: 3009.062744
	Iteration 58Q: 3 clusters Score -1412025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1412029.250000 Penalty: 3009.062744
	Iteration 59Q: 3 clusters Score -1412029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1412030.500000 Penalty: 3009.062744
	Iteration 60F: 3 clusters Score -1412030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1412034.750000 Penalty: 3009.062744
	Iteration 61Q: 3 clusters Score -1412035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1412044.250000 Penalty: 3009.062744
	Iteration 62Q: 3 clusters Score -1412044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1412049.125000 Penalty: 3009.062744
	Iteration 63Q: 3 clusters Score -1412049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1412052.250000 Penalty: 3009.062744
	Iteration 64Q: 3 clusters Score -1412052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1412058.125000 Penalty: 3009.062744
	Iteration 65Q: 3 clusters Score -1412058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1412062.375000 Penalty: 3009.062744
	Iteration 66Q: 3 clusters Score -1412062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1412066.750000 Penalty: 3009.062744
	Iteration 67Q: 3 clusters Score -1412067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1412070.375000 Penalty: 3009.062744
	Iteration 68Q: 3 clusters Score -1412070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1412073.000000 Penalty: 3009.062744
	Iteration 69Q: 3 clusters Score -1412073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1412073.250000 Penalty: 3009.062744
	Iteration 70Q: 3 clusters Score -1412073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1412072.625000 Penalty: 3009.062744
	Iteration 71Q: 3 clusters Score -1412073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1412071.500000 Penalty: 3009.062744
	Iteration 72Q: 3 clusters Score -1412072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1412074.125000 Penalty: 3009.062744
	Iteration 73Q: 3 clusters Score -1412074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1412073.625000 Penalty: 3009.062744
	Iteration 74Q: 3 clusters Score -1412074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1412075.625000 Penalty: 3009.062744
	Iteration 75Q: 3 clusters Score -1412076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1412075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1412073.875000 Penalty: 3009.062744
	Iteration 77Q: 3 clusters Score -1412074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1412076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1412079.250000 Penalty: 3009.062744
	Iteration 79Q: 3 clusters Score -1412079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1412078.625000 Penalty: 3009.062744
	Iteration 80F: 3 clusters Score -1412079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1412082.125000 Penalty: 3009.062744
	Iteration 81Q: 3 clusters Score -1412082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1412080.750000 Penalty: 3009.062744
	Iteration 82Q: 3 clusters Score -1412081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1412082.500000 Penalty: 3009.062744
	Iteration 83Q: 3 clusters Score -1412082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1412084.250000 Penalty: 3009.062744
	Iteration 84Q: 3 clusters Score -1412084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1412087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1412090.000000 Penalty: 3009.062744
	Iteration 86Q: 3 clusters Score -1412090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1412092.875000 Penalty: 3009.062744
	Iteration 87Q: 3 clusters Score -1412093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1412093.750000 Penalty: 3009.062744
	Iteration 88Q: 3 clusters Score -1412094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1412096.875000 Penalty: 3009.062744
	Iteration 89Q: 3 clusters Score -1412097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1412102.375000 Penalty: 3009.062744
	Iteration 90Q: 3 clusters Score -1412102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1412108.875000 Penalty: 3009.062744
	Iteration 91Q: 3 clusters Score -1412109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1412113.000000 Penalty: 3009.062744
	Iteration 92Q: 3 clusters Score -1412113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1412116.250000 Penalty: 3009.062744
	Iteration 93Q: 3 clusters Score -1412116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1412118.375000 Penalty: 3009.062744
	Iteration 94Q: 3 clusters Score -1412118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1412121.125000 Penalty: 3009.062744
	Iteration 95Q: 3 clusters Score -1412121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1412125.125000 Penalty: 3009.062744
	Iteration 96Q: 3 clusters Score -1412125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1412127.000000 Penalty: 3009.062744
	Iteration 97Q: 3 clusters Score -1412127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1412132.375000 Penalty: 3009.062744
	Iteration 98Q: 3 clusters Score -1412132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1412138.500000 Penalty: 3009.062744
	Iteration 99Q: 3 clusters Score -1412138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1412146.875000 Penalty: 3009.062744
	Iteration 100F: 3 clusters Score -1412147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1412149.000000 Penalty: 3009.062744
	Iteration 101Q: 3 clusters Score -1412149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1412150.500000 Penalty: 3009.062744
	Iteration 102Q: 3 clusters Score -1412150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1412153.500000 Penalty: 3009.062744
	Iteration 103Q: 3 clusters Score -1412154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1412159.000000 Penalty: 3009.062744
	Iteration 104Q: 3 clusters Score -1412159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1412162.625000 Penalty: 3009.062744
	Iteration 105Q: 3 clusters Score -1412163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1412164.875000 Penalty: 3009.062744
	Iteration 106Q: 3 clusters Score -1412165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1412163.250000 Penalty: 3009.062744
	Iteration 107Q: 3 clusters Score -1412163 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1412165 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1412165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1412167.125000 Penalty: 3009.062744
	Iteration 110Q: 3 clusters Score -1412167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1412169.125000 Penalty: 3009.062744
	Iteration 111Q: 3 clusters Score -1412169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1412169.125000 Penalty: 3009.062744
	Iteration 112F: 3 clusters Score -1412169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -292840.375000 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -292840.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -290587.125000 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -290587.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -291068.343750 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -291068.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -291178.937500 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -291178.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -291245.437500 Penalty: 2515.574707
	Iteration 3Q: 3 clusters Score -291245.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -291278.218750 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -291278.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -291301.593750 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -291301.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -291322.531250 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -291322.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291342.156250 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -291342.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -291357.375000 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -291357.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -291367.375000 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -291367.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -291374.656250 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -291374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -291379.656250 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -291379.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -291384.968750 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -291385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -291390.093750 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -291390.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -291394.687500 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -291394.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -291398.906250 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -291398.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -291405.531250 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -291405.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -291411.593750 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -291411.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -291416.750000 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -291416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -291426.812500 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -291426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -291437.375000 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -291437.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -291450.500000 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -291450.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291463.437500 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -291463.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -291481.281250 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -291481.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -291497.625000 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -291497.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -291508.937500 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -291508.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -291519.218750 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -291519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -291529.656250 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -291529.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -291547.750000 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -291547.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -291563.343750 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -291563.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -291579.406250 Penalty: 2515.574707
	Iteration 30Q: 3 clusters Score -291579.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -291591.625000 Penalty: 2515.574707
	Iteration 31Q: 3 clusters Score -291591.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -291604.937500 Penalty: 2515.574707
	Iteration 32Q: 3 clusters Score -291604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -291618.468750 Penalty: 2515.574707
	Iteration 33Q: 3 clusters Score -291618.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -291634.343750 Penalty: 2515.574707
	Iteration 34Q: 3 clusters Score -291634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -291650.062500 Penalty: 2515.574707
	Iteration 35Q: 3 clusters Score -291650.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -291666.437500 Penalty: 2515.574707
	Iteration 36Q: 3 clusters Score -291666.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -291678.125000 Penalty: 2515.574707
	Iteration 37Q: 3 clusters Score -291678.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -291691.437500 Penalty: 2515.574707
	Iteration 38Q: 3 clusters Score -291691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -291706.781250 Penalty: 2515.574707
	Iteration 39Q: 3 clusters Score -291706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291715.281250 Penalty: 2515.574707
	Iteration 40F: 3 clusters Score -291715.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -291719.312500 Penalty: 2515.574707
	Iteration 41Q: 3 clusters Score -291719.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -291724.343750 Penalty: 2515.574707
	Iteration 42Q: 3 clusters Score -291724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -291729.000000 Penalty: 2515.574707
	Iteration 43Q: 3 clusters Score -291729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -291734.562500 Penalty: 2515.574707
	Iteration 44Q: 3 clusters Score -291734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -291738.000000 Penalty: 2515.574707
	Iteration 45Q: 3 clusters Score -291738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -291742.000000 Penalty: 2515.574707
	Iteration 46Q: 3 clusters Score -291742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -291747.625000 Penalty: 2515.574707
	Iteration 47Q: 3 clusters Score -291747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -291751.531250 Penalty: 2515.574707
	Iteration 48Q: 3 clusters Score -291751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -291754.281250 Penalty: 2515.574707
	Iteration 49Q: 3 clusters Score -291754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -291755.281250 Penalty: 2515.574707
	Iteration 50Q: 3 clusters Score -291755.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -291757.875000 Penalty: 2515.574707
	Iteration 51Q: 3 clusters Score -291757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -291759.312500 Penalty: 2515.574707
	Iteration 52Q: 3 clusters Score -291759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -291761.062500 Penalty: 2515.574707
	Iteration 53Q: 3 clusters Score -291761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -291761.062500 Penalty: 2515.574707
	Iteration 54F: 3 clusters Score -291761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Entering Unmasked Estep 
Score: -10153318.000000 Penalty: 1827.300903
	Iteration 0F: 2 clusters Score -1.015332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -10104745.000000 Penalty: 3654.601807
	Iteration 0F: 3 clusters Score -1.010474e+07 nChanged 36324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -10125759.000000 Penalty: 3654.601807
	Iteration 1F: 3 clusters Score -1.012576e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -10126391.000000 Penalty: 3654.601807
	Iteration 2Q: 3 clusters Score -1.012639e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -10127125.000000 Penalty: 3654.601807
	Iteration 3Q: 3 clusters Score -1.012712e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -10127955.000000 Penalty: 3654.601807
	Iteration 4Q: 3 clusters Score -1.012796e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -10129194.000000 Penalty: 3654.601807
	Iteration 5Q: 3 clusters Score -1.012919e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -10130968.000000 Penalty: 3654.601807
	Iteration 6Q: 3 clusters Score -1.013097e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -10133638.000000 Penalty: 3654.601807
	Iteration 7F: 3 clusters Score -1.013364e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -10137616.000000 Penalty: 3654.601807
	Iteration 8F: 3 clusters Score -1.013762e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -10141309.000000 Penalty: 3654.601807
	Iteration 9F: 3 clusters Score -1.014131e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -10143763.000000 Penalty: 3654.601807
	Iteration 10F: 3 clusters Score -1.014376e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -10144853.000000 Penalty: 3654.601807
	Iteration 11Q: 3 clusters Score -1.014485e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -10145533.000000 Penalty: 3654.601807
	Iteration 12Q: 3 clusters Score -1.014553e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -10146195.000000 Penalty: 3654.601807
	Iteration 13Q: 3 clusters Score -1.01462e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -10146716.000000 Penalty: 3654.601807
	Iteration 14Q: 3 clusters Score -1.014672e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -10147240.000000 Penalty: 3654.601807
	Iteration 15Q: 3 clusters Score -1.014724e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -10147851.000000 Penalty: 3654.601807
	Iteration 16Q: 3 clusters Score -1.014785e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -10148438.000000 Penalty: 3654.601807
	Iteration 17Q: 3 clusters Score -1.014844e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -10148923.000000 Penalty: 3654.601807
	Iteration 18Q: 3 clusters Score -1.014892e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -10149311.000000 Penalty: 3654.601807
	Iteration 19Q: 3 clusters Score -1.014931e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -10149576.000000 Penalty: 3654.601807
	Iteration 20F: 3 clusters Score -1.014958e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -10149823.000000 Penalty: 3654.601807
	Iteration 21Q: 3 clusters Score -1.014982e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -10149974.000000 Penalty: 3654.601807
	Iteration 22Q: 3 clusters Score -1.014997e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -10150096.000000 Penalty: 3654.601807
	Iteration 23Q: 3 clusters Score -1.01501e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -10150192.000000 Penalty: 3654.601807
	Iteration 24Q: 3 clusters Score -1.015019e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -10150259.000000 Penalty: 3654.601807
	Iteration 25Q: 3 clusters Score -1.015026e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -10150324.000000 Penalty: 3654.601807
	Iteration 26Q: 3 clusters Score -1.015032e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -10150400.000000 Penalty: 3654.601807
	Iteration 27Q: 3 clusters Score -1.01504e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -10150443.000000 Penalty: 3654.601807
	Iteration 28Q: 3 clusters Score -1.015044e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -10150480.000000 Penalty: 3654.601807
	Iteration 29Q: 3 clusters Score -1.015048e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -10150514.000000 Penalty: 3654.601807
	Iteration 30Q: 3 clusters Score -1.015051e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -10150584.000000 Penalty: 3654.601807
	Iteration 31Q: 3 clusters Score -1.015058e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -10150641.000000 Penalty: 3654.601807
	Iteration 32Q: 3 clusters Score -1.015064e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -10150687.000000 Penalty: 3654.601807
	Iteration 33Q: 3 clusters Score -1.015069e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -10150770.000000 Penalty: 3654.601807
	Iteration 34Q: 3 clusters Score -1.015077e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -10150830.000000 Penalty: 3654.601807
	Iteration 35Q: 3 clusters Score -1.015083e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -10150875.000000 Penalty: 3654.601807
	Iteration 36Q: 3 clusters Score -1.015088e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -10150937.000000 Penalty: 3654.601807
	Iteration 37Q: 3 clusters Score -1.015094e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -10150953.000000 Penalty: 3654.601807
	Iteration 38Q: 3 clusters Score -1.015095e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -10150983.000000 Penalty: 3654.601807
	Iteration 39Q: 3 clusters Score -1.015098e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -10151025.000000 Penalty: 3654.601807
	Iteration 40F: 3 clusters Score -1.015102e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -10151096.000000 Penalty: 3654.601807
	Iteration 41Q: 3 clusters Score -1.01511e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -10151178.000000 Penalty: 3654.601807
	Iteration 42Q: 3 clusters Score -1.015118e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -10151199.000000 Penalty: 3654.601807
	Iteration 43Q: 3 clusters Score -1.01512e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -10151225.000000 Penalty: 3654.601807
	Iteration 44Q: 3 clusters Score -1.015122e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -10151308.000000 Penalty: 3654.601807
	Iteration 45Q: 3 clusters Score -1.015131e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -10151354.000000 Penalty: 3654.601807
	Iteration 46Q: 3 clusters Score -1.015135e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -10151367.000000 Penalty: 3654.601807
	Iteration 47Q: 3 clusters Score -1.015137e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -10151366.000000 Penalty: 3654.601807
	Iteration 48Q: 3 clusters Score -1.015137e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -10151430.000000 Penalty: 3654.601807
	Iteration 49Q: 3 clusters Score -1.015143e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -10151451.000000 Penalty: 3654.601807
	Iteration 50Q: 3 clusters Score -1.015145e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -10151449.000000 Penalty: 3654.601807
	Iteration 51Q: 3 clusters Score -1.015145e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -10151441.000000 Penalty: 3654.601807
	Iteration 52Q: 3 clusters Score -1.015144e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -10151467.000000 Penalty: 3654.601807
	Iteration 53Q: 3 clusters Score -1.015147e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -10151512.000000 Penalty: 3654.601807
	Iteration 54Q: 3 clusters Score -1.015151e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -10151518.000000 Penalty: 3654.601807
	Iteration 55Q: 3 clusters Score -1.015152e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -10151537.000000 Penalty: 3654.601807
	Iteration 56Q: 3 clusters Score -1.015154e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -10151542.000000 Penalty: 3654.601807
	Iteration 57Q: 3 clusters Score -1.015154e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -10151574.000000 Penalty: 3654.601807
	Iteration 58Q: 3 clusters Score -1.015157e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -10151550.000000 Penalty: 3654.601807
	Iteration 59Q: 3 clusters Score -1.015155e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -10151526.000000 Penalty: 3654.601807
	Iteration 60F: 3 clusters Score -1.015153e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -10151581.000000 Penalty: 3654.601807
	Iteration 61Q: 3 clusters Score -1.015158e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -10151589.000000 Penalty: 3654.601807
	Iteration 62Q: 3 clusters Score -1.015159e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -10151593.000000 Penalty: 3654.601807
	Iteration 63Q: 3 clusters Score -1.015159e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -10151586.000000 Penalty: 3654.601807
	Iteration 64Q: 3 clusters Score -1.015159e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -10151605.000000 Penalty: 3654.601807
	Iteration 65Q: 3 clusters Score -1.01516e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -10151616.000000 Penalty: 3654.601807
	Iteration 66Q: 3 clusters Score -1.015162e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -10151647.000000 Penalty: 3654.601807
	Iteration 67Q: 3 clusters Score -1.015165e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -10151648.000000 Penalty: 3654.601807
	Iteration 68Q: 3 clusters Score -1.015165e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -10151633.000000 Penalty: 3654.601807
	Iteration 69Q: 3 clusters Score -1.015163e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -10151649.000000 Penalty: 3654.601807
	Iteration 70Q: 3 clusters Score -1.015165e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -10151675.000000 Penalty: 3654.601807
	Iteration 71Q: 3 clusters Score -1.015168e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -10151714.000000 Penalty: 3654.601807
	Iteration 72Q: 3 clusters Score -1.015171e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -10151728.000000 Penalty: 3654.601807
	Iteration 73Q: 3 clusters Score -1.015173e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -10151753.000000 Penalty: 3654.601807
	Iteration 74Q: 3 clusters Score -1.015175e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -10151770.000000 Penalty: 3654.601807
	Iteration 75Q: 3 clusters Score -1.015177e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -10151789.000000 Penalty: 3654.601807
	Iteration 76Q: 3 clusters Score -1.015179e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -10151778.000000 Penalty: 3654.601807
	Iteration 77Q: 3 clusters Score -1.015178e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -10151791.000000 Penalty: 3654.601807
	Iteration 78Q: 3 clusters Score -1.015179e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -10151811.000000 Penalty: 3654.601807
	Iteration 79Q: 3 clusters Score -1.015181e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -10151834.000000 Penalty: 3654.601807
	Iteration 80F: 3 clusters Score -1.015183e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -10151838.000000 Penalty: 3654.601807
	Iteration 81Q: 3 clusters Score -1.015184e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -10151877.000000 Penalty: 3654.601807
	Iteration 82Q: 3 clusters Score -1.015188e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -10151885.000000 Penalty: 3654.601807
	Iteration 83Q: 3 clusters Score -1.015188e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -10151895.000000 Penalty: 3654.601807
	Iteration 84Q: 3 clusters Score -1.01519e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -10151880.000000 Penalty: 3654.601807
	Iteration 85Q: 3 clusters Score -1.015188e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -10151886.000000 Penalty: 3654.601807
	Iteration 86Q: 3 clusters Score -1.015189e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -10151899.000000 Penalty: 3654.601807
	Iteration 87Q: 3 clusters Score -1.01519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -10151869.000000 Penalty: 3654.601807
	Iteration 88Q: 3 clusters Score -1.015187e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -10151862.000000 Penalty: 3654.601807
	Iteration 89Q: 3 clusters Score -1.015186e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -10151872.000000 Penalty: 3654.601807
	Iteration 90Q: 3 clusters Score -1.015187e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -10151857.000000 Penalty: 3654.601807
	Iteration 91Q: 3 clusters Score -1.015186e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -10151861.000000 Penalty: 3654.601807
	Iteration 92Q: 3 clusters Score -1.015186e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -10151863.000000 Penalty: 3654.601807
	Iteration 93Q: 3 clusters Score -1.015186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -10151860.000000 Penalty: 3654.601807
	Iteration 94Q: 3 clusters Score -1.015186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -10151879.000000 Penalty: 3654.601807
	Iteration 95Q: 3 clusters Score -1.015188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -10151908.000000 Penalty: 3654.601807
	Iteration 96Q: 3 clusters Score -1.015191e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -10151909.000000 Penalty: 3654.601807
	Iteration 97Q: 3 clusters Score -1.015191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -10151916.000000 Penalty: 3654.601807
	Iteration 98Q: 3 clusters Score -1.015192e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -10151916.000000 Penalty: 3654.601807
	Iteration 99Q: 3 clusters Score -1.015192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -10151901.000000 Penalty: 3654.601807
	Iteration 100F: 3 clusters Score -1.01519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -10151886.000000 Penalty: 3654.601807
	Iteration 101Q: 3 clusters Score -1.015189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -10151896.000000 Penalty: 3654.601807
	Iteration 102Q: 3 clusters Score -1.01519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -10151889.000000 Penalty: 3654.601807
	Iteration 103Q: 3 clusters Score -1.015189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -10151888.000000 Penalty: 3654.601807
	Iteration 104Q: 3 clusters Score -1.015189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -10151893.000000 Penalty: 3654.601807
	Iteration 105Q: 3 clusters Score -1.015189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10151896.000000 Penalty: 3654.601807
	Iteration 106Q: 3 clusters Score -1.01519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -10151906.000000 Penalty: 3654.601807
	Iteration 107Q: 3 clusters Score -1.015191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -10151920.000000 Penalty: 3654.601807
	Iteration 108Q: 3 clusters Score -1.015192e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -10151923.000000 Penalty: 3654.601807
	Iteration 109Q: 3 clusters Score -1.015192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -10151926.000000 Penalty: 3654.601807
	Iteration 110Q: 3 clusters Score -1.015193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -10151924.000000 Penalty: 3654.601807
	Iteration 111Q: 3 clusters Score -1.015192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -10151934.000000 Penalty: 3654.601807
	Iteration 112Q: 3 clusters Score -1.015193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -10151926.000000 Penalty: 3654.601807
	Iteration 113Q: 3 clusters Score -1.015193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -10151928.000000 Penalty: 3654.601807
	Iteration 114Q: 3 clusters Score -1.015193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -10151936.000000 Penalty: 3654.601807
	Iteration 115Q: 3 clusters Score -1.015194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -10151936.000000 Penalty: 3654.601807
	Iteration 116Q: 3 clusters Score -1.015194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -10151929.000000 Penalty: 3654.601807
	Iteration 117Q: 3 clusters Score -1.015193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -10151935.000000 Penalty: 3654.601807
	Iteration 118Q: 3 clusters Score -1.015194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -10151923.000000 Penalty: 3654.601807
	Iteration 119Q: 3 clusters Score -1.015192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -10151923.000000 Penalty: 3654.601807
	Iteration 120F: 3 clusters Score -1.015192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -10151919.000000 Penalty: 3654.601807
	Iteration 121Q: 3 clusters Score -1.015192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -10151926.000000 Penalty: 3654.601807
	Iteration 122Q: 3 clusters Score -1.015193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -10151931.000000 Penalty: 3654.601807
	Iteration 123Q: 3 clusters Score -1.015193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -10151936.000000 Penalty: 3654.601807
	Iteration 124Q: 3 clusters Score -1.015194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -10151925.000000 Penalty: 3654.601807
	Iteration 125Q: 3 clusters Score -1.015192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -10151928.000000 Penalty: 3654.601807
	Iteration 126Q: 3 clusters Score -1.015193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -10151922.000000 Penalty: 3654.601807
	Iteration 127Q: 3 clusters Score -1.015192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -10151922.000000 Penalty: 3654.601807
	Iteration 128F: 3 clusters Score -1.015192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -229770.484375 Penalty: 1220.444946
	Iteration 0F: 2 clusters Score -229770.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -227778.671875 Penalty: 2440.889893
	Iteration 0F: 3 clusters Score -227778.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -228198.390625 Penalty: 2440.889893
	Iteration 1F: 3 clusters Score -228198.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228316.046875 Penalty: 2440.889893
	Iteration 2F: 3 clusters Score -228316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228373.828125 Penalty: 2440.889893
	Iteration 3F: 3 clusters Score -228373.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228413.234375 Penalty: 2440.889893
	Iteration 4Q: 3 clusters Score -228413.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -228439.156250 Penalty: 2440.889893
	Iteration 5Q: 3 clusters Score -228439.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -228459.531250 Penalty: 2440.889893
	Iteration 6Q: 3 clusters Score -228459.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -228481.187500 Penalty: 2440.889893
	Iteration 7Q: 3 clusters Score -228481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -228498.109375 Penalty: 2440.889893
	Iteration 8Q: 3 clusters Score -228498.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228512.359375 Penalty: 2440.889893
	Iteration 9Q: 3 clusters Score -228512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228521.421875 Penalty: 2440.889893
	Iteration 10Q: 3 clusters Score -228521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -228528.609375 Penalty: 2440.889893
	Iteration 11Q: 3 clusters Score -228528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -228534.468750 Penalty: 2440.889893
	Iteration 12Q: 3 clusters Score -228534.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -228538.453125 Penalty: 2440.889893
	Iteration 13Q: 3 clusters Score -228538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -228544.406250 Penalty: 2440.889893
	Iteration 14Q: 3 clusters Score -228544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -228552.875000 Penalty: 2440.889893
	Iteration 15Q: 3 clusters Score -228552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -228560.375000 Penalty: 2440.889893
	Iteration 16Q: 3 clusters Score -228560.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -228568.265625 Penalty: 2440.889893
	Iteration 17Q: 3 clusters Score -228568.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -228575.890625 Penalty: 2440.889893
	Iteration 18Q: 3 clusters Score -228575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -228582.312500 Penalty: 2440.889893
	Iteration 19Q: 3 clusters Score -228582.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -228585.140625 Penalty: 2440.889893
	Iteration 20F: 3 clusters Score -228585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -228589.031250 Penalty: 2440.889893
	Iteration 21Q: 3 clusters Score -228589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -228592.843750 Penalty: 2440.889893
	Iteration 22Q: 3 clusters Score -228592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -228594.906250 Penalty: 2440.889893
	Iteration 23Q: 3 clusters Score -228594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -228596.062500 Penalty: 2440.889893
	Iteration 24Q: 3 clusters Score -228596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -228597.781250 Penalty: 2440.889893
	Iteration 25Q: 3 clusters Score -228597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -228599.203125 Penalty: 2440.889893
	Iteration 26Q: 3 clusters Score -228599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -228600.265625 Penalty: 2440.889893
	Iteration 27Q: 3 clusters Score -228600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -228601.359375 Penalty: 2440.889893
	Iteration 28Q: 3 clusters Score -228601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -228601.921875 Penalty: 2440.889893
	Iteration 29Q: 3 clusters Score -228601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -228602.140625 Penalty: 2440.889893
	Iteration 30Q: 3 clusters Score -228602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -228603.187500 Penalty: 2440.889893
	Iteration 31Q: 3 clusters Score -228603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -228603.187500 Penalty: 2440.889893
	Iteration 32F: 3 clusters Score -228603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Entering Unmasked Estep 
Score: -6985308.000000 Penalty: 1766.182617
	Iteration 0F: 2 clusters Score -6985308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -6950156.000000 Penalty: 3532.365234
	Iteration 0F: 3 clusters Score -6950156 nChanged 24773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -6964501.000000 Penalty: 3532.365234
	Iteration 1F: 3 clusters Score -6964501 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -6965395.500000 Penalty: 3532.365234
	Iteration 2Q: 3 clusters Score -6965396 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -6966916.000000 Penalty: 3532.365234
	Iteration 3F: 3 clusters Score -6966916 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -6969444.500000 Penalty: 3532.365234
	Iteration 4F: 3 clusters Score -6969444 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6972924.500000 Penalty: 3532.365234
	Iteration 5F: 3 clusters Score -6972924 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6976487.000000 Penalty: 3532.365234
	Iteration 6F: 3 clusters Score -6976487 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -6979274.000000 Penalty: 3532.365234
	Iteration 7Q: 3 clusters Score -6979274 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6980680.000000 Penalty: 3532.365234
	Iteration 8Q: 3 clusters Score -6980680 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6981506.000000 Penalty: 3532.365234
	Iteration 9Q: 3 clusters Score -6981506 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6981990.500000 Penalty: 3532.365234
	Iteration 10Q: 3 clusters Score -6981990 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6982340.000000 Penalty: 3532.365234
	Iteration 11Q: 3 clusters Score -6982340 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6982605.500000 Penalty: 3532.365234
	Iteration 12Q: 3 clusters Score -6982606 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6982838.000000 Penalty: 3532.365234
	Iteration 13Q: 3 clusters Score -6982838 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6983001.000000 Penalty: 3532.365234
	Iteration 14Q: 3 clusters Score -6983001 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6983107.000000 Penalty: 3532.365234
	Iteration 15Q: 3 clusters Score -6983107 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6983203.000000 Penalty: 3532.365234
	Iteration 16Q: 3 clusters Score -6983203 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6983293.500000 Penalty: 3532.365234
	Iteration 17Q: 3 clusters Score -6983294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6983369.500000 Penalty: 3532.365234
	Iteration 18Q: 3 clusters Score -6983370 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6983438.500000 Penalty: 3532.365234
	Iteration 19Q: 3 clusters Score -6983438 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6983474.500000 Penalty: 3532.365234
	Iteration 20F: 3 clusters Score -6983474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6983507.000000 Penalty: 3532.365234
	Iteration 21Q: 3 clusters Score -6983507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6983558.500000 Penalty: 3532.365234
	Iteration 22Q: 3 clusters Score -6983558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6983604.000000 Penalty: 3532.365234
	Iteration 23Q: 3 clusters Score -6983604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6983639.500000 Penalty: 3532.365234
	Iteration 24Q: 3 clusters Score -6983640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6983661.500000 Penalty: 3532.365234
	Iteration 25Q: 3 clusters Score -6983662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6983687.000000 Penalty: 3532.365234
	Iteration 26Q: 3 clusters Score -6983687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6983706.500000 Penalty: 3532.365234
	Iteration 27Q: 3 clusters Score -6983706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6983734.000000 Penalty: 3532.365234
	Iteration 28Q: 3 clusters Score -6983734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6983745.500000 Penalty: 3532.365234
	Iteration 29Q: 3 clusters Score -6983746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6983755.000000 Penalty: 3532.365234
	Iteration 30Q: 3 clusters Score -6983755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6983767.000000 Penalty: 3532.365234
	Iteration 31Q: 3 clusters Score -6983767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6983770.500000 Penalty: 3532.365234
	Iteration 32Q: 3 clusters Score -6983770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6983773.500000 Penalty: 3532.365234
	Iteration 33Q: 3 clusters Score -6983774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6983763.000000 Penalty: 3532.365234
	Iteration 34Q: 3 clusters Score -6983763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6983762.500000 Penalty: 3532.365234
	Iteration 35Q: 3 clusters Score -6983762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6983766.500000 Penalty: 3532.365234
	Iteration 36Q: 3 clusters Score -6983766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6983762.500000 Penalty: 3532.365234
	Iteration 37Q: 3 clusters Score -6983762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6983767.000000 Penalty: 3532.365234
	Iteration 38Q: 3 clusters Score -6983767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6983766.500000 Penalty: 3532.365234
	Iteration 39Q: 3 clusters Score -6983766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6983765.500000 Penalty: 3532.365234
	Iteration 40F: 3 clusters Score -6983766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6983763.000000 Penalty: 3532.365234
	Iteration 41Q: 3 clusters Score -6983763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6983759.500000 Penalty: 3532.365234
	Iteration 42Q: 3 clusters Score -6983760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6983759.000000 Penalty: 3532.365234
	Iteration 43Q: 3 clusters Score -6983759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6983763.000000 Penalty: 3532.365234
	Iteration 44Q: 3 clusters Score -6983763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6983763.500000 Penalty: 3532.365234
	Iteration 45Q: 3 clusters Score -6983764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6983760.000000 Penalty: 3532.365234
	Iteration 46Q: 3 clusters Score -6983760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6983760.000000 Penalty: 3532.365234
	Iteration 47F: 3 clusters Score -6983760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (65577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Entering Unmasked Estep 
Score: -8675527.000000 Penalty: 1802.284302
	Iteration 0F: 2 clusters Score -8675527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -8632456.000000 Penalty: 3604.568604
	Iteration 0F: 3 clusters Score -8632456 nChanged 31254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -8650268.000000 Penalty: 3604.568604
	Iteration 1F: 3 clusters Score -8650268 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -8650747.000000 Penalty: 3604.568604
	Iteration 2Q: 3 clusters Score -8650747 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -8651195.000000 Penalty: 3604.568604
	Iteration 3Q: 3 clusters Score -8651195 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -8651898.000000 Penalty: 3604.568604
	Iteration 4Q: 3 clusters Score -8651898 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -8653124.000000 Penalty: 3604.568604
	Iteration 5Q: 3 clusters Score -8653124 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8655021.000000 Penalty: 3604.568604
	Iteration 6Q: 3 clusters Score -8655021 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -8657937.000000 Penalty: 3604.568604
	Iteration 7F: 3 clusters Score -8657937 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -8661407.000000 Penalty: 3604.568604
	Iteration 8F: 3 clusters Score -8661407 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -8664306.000000 Penalty: 3604.568604
	Iteration 9F: 3 clusters Score -8664306 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -8666304.000000 Penalty: 3604.568604
	Iteration 10Q: 3 clusters Score -8666304 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -8667591.000000 Penalty: 3604.568604
	Iteration 11Q: 3 clusters Score -8667591 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -8668557.000000 Penalty: 3604.568604
	Iteration 12Q: 3 clusters Score -8668557 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -8669384.000000 Penalty: 3604.568604
	Iteration 13Q: 3 clusters Score -8669384 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -8670296.000000 Penalty: 3604.568604
	Iteration 14Q: 3 clusters Score -8670296 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -8671059.000000 Penalty: 3604.568604
	Iteration 15Q: 3 clusters Score -8671059 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -8671817.000000 Penalty: 3604.568604
	Iteration 16Q: 3 clusters Score -8671817 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8672428.000000 Penalty: 3604.568604
	Iteration 17Q: 3 clusters Score -8672428 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -8672949.000000 Penalty: 3604.568604
	Iteration 18Q: 3 clusters Score -8672949 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -8673277.000000 Penalty: 3604.568604
	Iteration 19Q: 3 clusters Score -8673277 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -8673502.000000 Penalty: 3604.568604
	Iteration 20F: 3 clusters Score -8673502 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -8673649.000000 Penalty: 3604.568604
	Iteration 21Q: 3 clusters Score -8673649 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -8673734.000000 Penalty: 3604.568604
	Iteration 22Q: 3 clusters Score -8673734 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -8673826.000000 Penalty: 3604.568604
	Iteration 23Q: 3 clusters Score -8673826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -8673878.000000 Penalty: 3604.568604
	Iteration 24Q: 3 clusters Score -8673878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -8673910.000000 Penalty: 3604.568604
	Iteration 25Q: 3 clusters Score -8673910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -8673931.000000 Penalty: 3604.568604
	Iteration 26Q: 3 clusters Score -8673931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -8673939.000000 Penalty: 3604.568604
	Iteration 27Q: 3 clusters Score -8673939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -8673969.000000 Penalty: 3604.568604
	Iteration 28Q: 3 clusters Score -8673969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -8673980.000000 Penalty: 3604.568604
	Iteration 29Q: 3 clusters Score -8673980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -8673984.000000 Penalty: 3604.568604
	Iteration 30Q: 3 clusters Score -8673984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -8673992.000000 Penalty: 3604.568604
	Iteration 31Q: 3 clusters Score -8673992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -8673995.000000 Penalty: 3604.568604
	Iteration 32Q: 3 clusters Score -8673995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -8673999.000000 Penalty: 3604.568604
	Iteration 33Q: 3 clusters Score -8673999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -8673999.000000 Penalty: 3604.568604
	Iteration 34F: 3 clusters Score -8673999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Entering Unmasked Estep 
Score: -1722536.000000 Penalty: 1546.131958
	Iteration 0F: 2 clusters Score -1722536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1712981.875000 Penalty: 3092.263916
	Iteration 0F: 3 clusters Score -1712982 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1716274.125000 Penalty: 3092.263916
	Iteration 1F: 3 clusters Score -1716274 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1716479.000000 Penalty: 3092.263916
	Iteration 2Q: 3 clusters Score -1716479 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1716643.625000 Penalty: 3092.263916
	Iteration 3Q: 3 clusters Score -1716644 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1716770.875000 Penalty: 3092.263916
	Iteration 4Q: 3 clusters Score -1716771 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1716894.625000 Penalty: 3092.263916
	Iteration 5Q: 3 clusters Score -1716895 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1717015.625000 Penalty: 3092.263916
	Iteration 6Q: 3 clusters Score -1717016 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1717151.000000 Penalty: 3092.263916
	Iteration 7Q: 3 clusters Score -1717151 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1717317.500000 Penalty: 3092.263916
	Iteration 8Q: 3 clusters Score -1717318 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1717503.375000 Penalty: 3092.263916
	Iteration 9Q: 3 clusters Score -1717503 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1717747.500000 Penalty: 3092.263916
	Iteration 10Q: 3 clusters Score -1717748 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1718068.125000 Penalty: 3092.263916
	Iteration 11Q: 3 clusters Score -1718068 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1718486.625000 Penalty: 3092.263916
	Iteration 12Q: 3 clusters Score -1718487 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1718971.875000 Penalty: 3092.263916
	Iteration 13Q: 3 clusters Score -1718972 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1719504.250000 Penalty: 3092.263916
	Iteration 14Q: 3 clusters Score -1719504 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1720003.875000 Penalty: 3092.263916
	Iteration 15Q: 3 clusters Score -1720004 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1720398.625000 Penalty: 3092.263916
	Iteration 16Q: 3 clusters Score -1720399 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1720678.750000 Penalty: 3092.263916
	Iteration 17Q: 3 clusters Score -1720679 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1720849.500000 Penalty: 3092.263916
	Iteration 18Q: 3 clusters Score -1720850 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1720924.125000 Penalty: 3092.263916
	Iteration 19Q: 3 clusters Score -1720924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1720974.000000 Penalty: 3092.263916
	Iteration 20F: 3 clusters Score -1720974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1721021.875000 Penalty: 3092.263916
	Iteration 21Q: 3 clusters Score -1721022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1721048.625000 Penalty: 3092.263916
	Iteration 22Q: 3 clusters Score -1721049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1721069.000000 Penalty: 3092.263916
	Iteration 23Q: 3 clusters Score -1721069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1721092.000000 Penalty: 3092.263916
	Iteration 24Q: 3 clusters Score -1721092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1721105.000000 Penalty: 3092.263916
	Iteration 25Q: 3 clusters Score -1721105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1721117.250000 Penalty: 3092.263916
	Iteration 26Q: 3 clusters Score -1721117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1721125.875000 Penalty: 3092.263916
	Iteration 27Q: 3 clusters Score -1721126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1721133.750000 Penalty: 3092.263916
	Iteration 28Q: 3 clusters Score -1721134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1721138.375000 Penalty: 3092.263916
	Iteration 29Q: 3 clusters Score -1721138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1721134.500000 Penalty: 3092.263916
	Iteration 30Q: 3 clusters Score -1721134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1721139.000000 Penalty: 3092.263916
	Iteration 31Q: 3 clusters Score -1721139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1721148.875000 Penalty: 3092.263916
	Iteration 32Q: 3 clusters Score -1721149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1721152.125000 Penalty: 3092.263916
	Iteration 33Q: 3 clusters Score -1721152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1721159.500000 Penalty: 3092.263916
	Iteration 34Q: 3 clusters Score -1721160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1721171.500000 Penalty: 3092.263916
	Iteration 35Q: 3 clusters Score -1721172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1721175.875000 Penalty: 3092.263916
	Iteration 36Q: 3 clusters Score -1721176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1721182.625000 Penalty: 3092.263916
	Iteration 37Q: 3 clusters Score -1721183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1721186.500000 Penalty: 3092.263916
	Iteration 38Q: 3 clusters Score -1721186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1721190.125000 Penalty: 3092.263916
	Iteration 39Q: 3 clusters Score -1721190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1721193.375000 Penalty: 3092.263916
	Iteration 40F: 3 clusters Score -1721193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1721195.000000 Penalty: 3092.263916
	Iteration 41Q: 3 clusters Score -1721195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1721201.875000 Penalty: 3092.263916
	Iteration 42Q: 3 clusters Score -1721202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1721210.000000 Penalty: 3092.263916
	Iteration 43Q: 3 clusters Score -1721210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1721213.250000 Penalty: 3092.263916
	Iteration 44Q: 3 clusters Score -1721213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1721212.250000 Penalty: 3092.263916
	Iteration 45Q: 3 clusters Score -1721212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1721212.750000 Penalty: 3092.263916
	Iteration 46Q: 3 clusters Score -1721213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1721220.625000 Penalty: 3092.263916
	Iteration 47Q: 3 clusters Score -1721221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1721221.500000 Penalty: 3092.263916
	Iteration 48Q: 3 clusters Score -1721222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1721223.500000 Penalty: 3092.263916
	Iteration 49Q: 3 clusters Score -1721224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1721227.250000 Penalty: 3092.263916
	Iteration 50Q: 3 clusters Score -1721227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1721225.875000 Penalty: 3092.263916
	Iteration 51Q: 3 clusters Score -1721226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1721224.250000 Penalty: 3092.263916
	Iteration 52Q: 3 clusters Score -1721224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1721225.875000 Penalty: 3092.263916
	Iteration 53Q: 3 clusters Score -1721226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1721229.000000 Penalty: 3092.263916
	Iteration 54Q: 3 clusters Score -1721229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1721228.000000 Penalty: 3092.263916
	Iteration 55Q: 3 clusters Score -1721228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1721229.625000 Penalty: 3092.263916
	Iteration 56Q: 3 clusters Score -1721230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1721233.125000 Penalty: 3092.263916
	Iteration 57Q: 3 clusters Score -1721233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1721230.125000 Penalty: 3092.263916
	Iteration 58Q: 3 clusters Score -1721230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1721231.125000 Penalty: 3092.263916
	Iteration 59Q: 3 clusters Score -1721231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1721231.125000 Penalty: 3092.263916
	Iteration 60F: 3 clusters Score -1721231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -190588.921875 Penalty: 1206.523804
	Iteration 0F: 2 clusters Score -190588.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188741.609375 Penalty: 2413.047607
	Iteration 0F: 3 clusters Score -188741.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -189209.187500 Penalty: 2413.047607
	Iteration 1F: 3 clusters Score -189209.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189365.437500 Penalty: 2413.047607
	Iteration 2F: 3 clusters Score -189365.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -189473.234375 Penalty: 2413.047607
	Iteration 3F: 3 clusters Score -189473.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -189565.578125 Penalty: 2413.047607
	Iteration 4Q: 3 clusters Score -189565.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -189660.031250 Penalty: 2413.047607
	Iteration 5Q: 3 clusters Score -189660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -189757.062500 Penalty: 2413.047607
	Iteration 6Q: 3 clusters Score -189757.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -189816.578125 Penalty: 2413.047607
	Iteration 7Q: 3 clusters Score -189816.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -189870.937500 Penalty: 2413.047607
	Iteration 8Q: 3 clusters Score -189870.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -189916.500000 Penalty: 2413.047607
	Iteration 9Q: 3 clusters Score -189916.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -189962.000000 Penalty: 2413.047607
	Iteration 10Q: 3 clusters Score -189962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -189982.375000 Penalty: 2413.047607
	Iteration 11Q: 3 clusters Score -189982.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -189992.078125 Penalty: 2413.047607
	Iteration 12Q: 3 clusters Score -189992.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -190006.609375 Penalty: 2413.047607
	Iteration 13Q: 3 clusters Score -190006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -190014.906250 Penalty: 2413.047607
	Iteration 14Q: 3 clusters Score -190014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190023.921875 Penalty: 2413.047607
	Iteration 15Q: 3 clusters Score -190023.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -190035.828125 Penalty: 2413.047607
	Iteration 16Q: 3 clusters Score -190035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -190043.093750 Penalty: 2413.047607
	Iteration 17Q: 3 clusters Score -190043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -190051.359375 Penalty: 2413.047607
	Iteration 18Q: 3 clusters Score -190051.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -190070.406250 Penalty: 2413.047607
	Iteration 19Q: 3 clusters Score -190070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -190086.656250 Penalty: 2413.047607
	Iteration 20F: 3 clusters Score -190086.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -190096.250000 Penalty: 2413.047607
	Iteration 21Q: 3 clusters Score -190096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -190117.062500 Penalty: 2413.047607
	Iteration 22Q: 3 clusters Score -190117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -190131.625000 Penalty: 2413.047607
	Iteration 23Q: 3 clusters Score -190131.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -190142.328125 Penalty: 2413.047607
	Iteration 24Q: 3 clusters Score -190142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -190148.515625 Penalty: 2413.047607
	Iteration 25Q: 3 clusters Score -190148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -190151.750000 Penalty: 2413.047607
	Iteration 26Q: 3 clusters Score -190151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -190159.750000 Penalty: 2413.047607
	Iteration 27Q: 3 clusters Score -190159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -190161.125000 Penalty: 2413.047607
	Iteration 28Q: 3 clusters Score -190161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -190161.796875 Penalty: 2413.047607
	Iteration 29Q: 3 clusters Score -190161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -190163.593750 Penalty: 2413.047607
	Iteration 30Q: 3 clusters Score -190163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -190164.750000 Penalty: 2413.047607
	Iteration 31Q: 3 clusters Score -190164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -190166.984375 Penalty: 2413.047607
	Iteration 32Q: 3 clusters Score -190167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -190167.750000 Penalty: 2413.047607
	Iteration 33Q: 3 clusters Score -190167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -190167.750000 Penalty: 2413.047607
	Iteration 34F: 3 clusters Score -190167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9227.498047 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9227.498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9385.464844 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9385.465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9428.406250 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9428.406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9439.360352 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9439.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9443.800781 Penalty: 1550.472534
	Iteration 4Q: 3 clusters Score -9443.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9448.968750 Penalty: 1550.472534
	Iteration 5Q: 3 clusters Score -9448.969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9448.968750 Penalty: 1550.472534
	Iteration 6F: 3 clusters Score -9448.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Entering Unmasked Estep 
Score: -9277536.000000 Penalty: 1819.177124
	Iteration 0F: 2 clusters Score -9277536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -9228927.000000 Penalty: 3638.354248
	Iteration 0F: 3 clusters Score -9228927 nChanged 34276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -9248440.000000 Penalty: 3638.354248
	Iteration 1F: 3 clusters Score -9248440 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -9249090.000000 Penalty: 3638.354248
	Iteration 2Q: 3 clusters Score -9249090 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -9249960.000000 Penalty: 3638.354248
	Iteration 3Q: 3 clusters Score -9249960 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -9251220.000000 Penalty: 3638.354248
	Iteration 4Q: 3 clusters Score -9251220 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -9253125.000000 Penalty: 3638.354248
	Iteration 5F: 3 clusters Score -9253125 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -9255905.000000 Penalty: 3638.354248
	Iteration 6F: 3 clusters Score -9255905 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -9259791.000000 Penalty: 3638.354248
	Iteration 7F: 3 clusters Score -9259791 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -9264095.000000 Penalty: 3638.354248
	Iteration 8F: 3 clusters Score -9264095 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -9268201.000000 Penalty: 3638.354248
	Iteration 9F: 3 clusters Score -9268201 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -9271349.000000 Penalty: 3638.354248
	Iteration 10Q: 3 clusters Score -9271349 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -9273412.000000 Penalty: 3638.354248
	Iteration 11Q: 3 clusters Score -9273412 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -9274617.000000 Penalty: 3638.354248
	Iteration 12Q: 3 clusters Score -9274617 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -9275291.000000 Penalty: 3638.354248
	Iteration 13Q: 3 clusters Score -9275291 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -9275568.000000 Penalty: 3638.354248
	Iteration 14Q: 3 clusters Score -9275568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -9275708.000000 Penalty: 3638.354248
	Iteration 15Q: 3 clusters Score -9275708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -9275799.000000 Penalty: 3638.354248
	Iteration 16Q: 3 clusters Score -9275799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -9275877.000000 Penalty: 3638.354248
	Iteration 17Q: 3 clusters Score -9275877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -9275914.000000 Penalty: 3638.354248
	Iteration 18Q: 3 clusters Score -9275914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -9275953.000000 Penalty: 3638.354248
	Iteration 19Q: 3 clusters Score -9275953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -9275963.000000 Penalty: 3638.354248
	Iteration 20F: 3 clusters Score -9275963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -9275992.000000 Penalty: 3638.354248
	Iteration 21Q: 3 clusters Score -9275992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9276012.000000 Penalty: 3638.354248
	Iteration 22Q: 3 clusters Score -9276012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -9276019.000000 Penalty: 3638.354248
	Iteration 23Q: 3 clusters Score -9276019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -9276019.000000 Penalty: 3638.354248
	Iteration 24Q: 3 clusters Score -9276019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -9276022.000000 Penalty: 3638.354248
	Iteration 25Q: 3 clusters Score -9276022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -9276034.000000 Penalty: 3638.354248
	Iteration 26Q: 3 clusters Score -9276034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -9276036.000000 Penalty: 3638.354248
	Iteration 27Q: 3 clusters Score -9276036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -9276040.000000 Penalty: 3638.354248
	Iteration 28Q: 3 clusters Score -9276040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -9276038.000000 Penalty: 3638.354248
	Iteration 29Q: 3 clusters Score -9276038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -9276037.000000 Penalty: 3638.354248
	Iteration 30Q: 3 clusters Score -9276037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -9276040.000000 Penalty: 3638.354248
	Iteration 31Q: 3 clusters Score -9276040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -9276043.000000 Penalty: 3638.354248
	Iteration 32Q: 3 clusters Score -9276043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -9276043.000000 Penalty: 3638.354248
	Iteration 33F: 3 clusters Score -9276043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -538168.625000 Penalty: 1357.940186
	Iteration 0F: 2 clusters Score -538168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -534640.437500 Penalty: 2715.880371
	Iteration 0F: 3 clusters Score -534640.4 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -535593.250000 Penalty: 2715.880371
	Iteration 1F: 3 clusters Score -535593.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -535803.937500 Penalty: 2715.880371
	Iteration 2F: 3 clusters Score -535803.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -535939.812500 Penalty: 2715.880371
	Iteration 3F: 3 clusters Score -535939.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -536030.625000 Penalty: 2715.880371
	Iteration 4Q: 3 clusters Score -536030.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -536107.375000 Penalty: 2715.880371
	Iteration 5Q: 3 clusters Score -536107.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -536165.000000 Penalty: 2715.880371
	Iteration 6Q: 3 clusters Score -536165 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -536211.750000 Penalty: 2715.880371
	Iteration 7Q: 3 clusters Score -536211.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -536252.875000 Penalty: 2715.880371
	Iteration 8Q: 3 clusters Score -536252.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -536297.687500 Penalty: 2715.880371
	Iteration 9Q: 3 clusters Score -536297.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -536342.500000 Penalty: 2715.880371
	Iteration 10Q: 3 clusters Score -536342.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -536384.437500 Penalty: 2715.880371
	Iteration 11Q: 3 clusters Score -536384.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -536414.687500 Penalty: 2715.880371
	Iteration 12Q: 3 clusters Score -536414.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -536448.125000 Penalty: 2715.880371
	Iteration 13Q: 3 clusters Score -536448.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -536483.187500 Penalty: 2715.880371
	Iteration 14Q: 3 clusters Score -536483.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -536505.687500 Penalty: 2715.880371
	Iteration 15Q: 3 clusters Score -536505.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -536527.437500 Penalty: 2715.880371
	Iteration 16Q: 3 clusters Score -536527.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -536552.687500 Penalty: 2715.880371
	Iteration 17Q: 3 clusters Score -536552.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -536576.937500 Penalty: 2715.880371
	Iteration 18Q: 3 clusters Score -536576.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -536594.125000 Penalty: 2715.880371
	Iteration 19Q: 3 clusters Score -536594.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -536614.312500 Penalty: 2715.880371
	Iteration 20F: 3 clusters Score -536614.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -536633.937500 Penalty: 2715.880371
	Iteration 21Q: 3 clusters Score -536633.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -536651.125000 Penalty: 2715.880371
	Iteration 22Q: 3 clusters Score -536651.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -536666.062500 Penalty: 2715.880371
	Iteration 23Q: 3 clusters Score -536666.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -536683.437500 Penalty: 2715.880371
	Iteration 24Q: 3 clusters Score -536683.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -536700.000000 Penalty: 2715.880371
	Iteration 25Q: 3 clusters Score -536700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -536719.500000 Penalty: 2715.880371
	Iteration 26Q: 3 clusters Score -536719.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -536737.312500 Penalty: 2715.880371
	Iteration 27Q: 3 clusters Score -536737.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -536753.625000 Penalty: 2715.880371
	Iteration 28Q: 3 clusters Score -536753.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -536770.312500 Penalty: 2715.880371
	Iteration 29Q: 3 clusters Score -536770.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -536782.000000 Penalty: 2715.880371
	Iteration 30Q: 3 clusters Score -536782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -536796.312500 Penalty: 2715.880371
	Iteration 31Q: 3 clusters Score -536796.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -536809.187500 Penalty: 2715.880371
	Iteration 32Q: 3 clusters Score -536809.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -536821.125000 Penalty: 2715.880371
	Iteration 33Q: 3 clusters Score -536821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -536828.375000 Penalty: 2715.880371
	Iteration 34Q: 3 clusters Score -536828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -536833.750000 Penalty: 2715.880371
	Iteration 35Q: 3 clusters Score -536833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -536841.625000 Penalty: 2715.880371
	Iteration 36Q: 3 clusters Score -536841.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -536851.375000 Penalty: 2715.880371
	Iteration 37Q: 3 clusters Score -536851.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -536863.750000 Penalty: 2715.880371
	Iteration 38Q: 3 clusters Score -536863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -536881.500000 Penalty: 2715.880371
	Iteration 39Q: 3 clusters Score -536881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -536889.500000 Penalty: 2715.880371
	Iteration 40F: 3 clusters Score -536889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -536894.812500 Penalty: 2715.880371
	Iteration 41Q: 3 clusters Score -536894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -536897.750000 Penalty: 2715.880371
	Iteration 42Q: 3 clusters Score -536897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -536905.812500 Penalty: 2715.880371
	Iteration 43Q: 3 clusters Score -536905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -536910.500000 Penalty: 2715.880371
	Iteration 44Q: 3 clusters Score -536910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -536919.625000 Penalty: 2715.880371
	Iteration 45Q: 3 clusters Score -536919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -536926.812500 Penalty: 2715.880371
	Iteration 46Q: 3 clusters Score -536926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -536930.437500 Penalty: 2715.880371
	Iteration 47Q: 3 clusters Score -536930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -536932.312500 Penalty: 2715.880371
	Iteration 48Q: 3 clusters Score -536932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -536936.062500 Penalty: 2715.880371
	Iteration 49Q: 3 clusters Score -536936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -536937.562500 Penalty: 2715.880371
	Iteration 50Q: 3 clusters Score -536937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -536937.187500 Penalty: 2715.880371
	Iteration 51Q: 3 clusters Score -536937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -536939.500000 Penalty: 2715.880371
	Iteration 52Q: 3 clusters Score -536939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -536940.375000 Penalty: 2715.880371
	Iteration 53Q: 3 clusters Score -536940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -536943.375000 Penalty: 2715.880371
	Iteration 54Q: 3 clusters Score -536943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -536946.875000 Penalty: 2715.880371
	Iteration 55Q: 3 clusters Score -536946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -536950.062500 Penalty: 2715.880371
	Iteration 56Q: 3 clusters Score -536950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -536955.437500 Penalty: 2715.880371
	Iteration 57Q: 3 clusters Score -536955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -536959.687500 Penalty: 2715.880371
	Iteration 58Q: 3 clusters Score -536959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -536961.562500 Penalty: 2715.880371
	Iteration 59Q: 3 clusters Score -536961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -536964.437500 Penalty: 2715.880371
	Iteration 60F: 3 clusters Score -536964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -536964.937500 Penalty: 2715.880371
	Iteration 61Q: 3 clusters Score -536964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -536967.250000 Penalty: 2715.880371
	Iteration 62Q: 3 clusters Score -536967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -536968.812500 Penalty: 2715.880371
	Iteration 63Q: 3 clusters Score -536968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -536971.375000 Penalty: 2715.880371
	Iteration 64Q: 3 clusters Score -536971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -536972.562500 Penalty: 2715.880371
	Iteration 65Q: 3 clusters Score -536972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -536975.625000 Penalty: 2715.880371
	Iteration 66Q: 3 clusters Score -536975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -536976.812500 Penalty: 2715.880371
	Iteration 67Q: 3 clusters Score -536976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -536982.250000 Penalty: 2715.880371
	Iteration 68Q: 3 clusters Score -536982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -536984.562500 Penalty: 2715.880371
	Iteration 69Q: 3 clusters Score -536984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -536985.625000 Penalty: 2715.880371
	Iteration 70Q: 3 clusters Score -536985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -536987.625000 Penalty: 2715.880371
	Iteration 71Q: 3 clusters Score -536987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -536990.562500 Penalty: 2715.880371
	Iteration 72Q: 3 clusters Score -536990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -536994.437500 Penalty: 2715.880371
	Iteration 73Q: 3 clusters Score -536994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -536997.562500 Penalty: 2715.880371
	Iteration 74Q: 3 clusters Score -536997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -536999.312500 Penalty: 2715.880371
	Iteration 75Q: 3 clusters Score -536999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -537002.500000 Penalty: 2715.880371
	Iteration 76Q: 3 clusters Score -537002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -537003.062500 Penalty: 2715.880371
	Iteration 77Q: 3 clusters Score -537003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -537004.812500 Penalty: 2715.880371
	Iteration 78Q: 3 clusters Score -537004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -537006.187500 Penalty: 2715.880371
	Iteration 79Q: 3 clusters Score -537006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -537006.187500 Penalty: 2715.880371
	Iteration 80F: 3 clusters Score -537006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Entering Unmasked Estep 
Score: -7303925.000000 Penalty: 1773.148560
	Iteration 0F: 2 clusters Score -7303925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -7267567.500000 Penalty: 3546.297119
	Iteration 0F: 3 clusters Score -7267568 nChanged 25682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -7282099.500000 Penalty: 3546.297119
	Iteration 1F: 3 clusters Score -7282100 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -7282595.000000 Penalty: 3546.297119
	Iteration 2Q: 3 clusters Score -7282595 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -7283082.500000 Penalty: 3546.297119
	Iteration 3Q: 3 clusters Score -7283082 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -7283598.500000 Penalty: 3546.297119
	Iteration 4Q: 3 clusters Score -7283598 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -7284341.000000 Penalty: 3546.297119
	Iteration 5Q: 3 clusters Score -7284341 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -7285323.000000 Penalty: 3546.297119
	Iteration 6Q: 3 clusters Score -7285323 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -7286785.000000 Penalty: 3546.297119
	Iteration 7Q: 3 clusters Score -7286785 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -7288883.500000 Penalty: 3546.297119
	Iteration 8F: 3 clusters Score -7288884 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7291228.000000 Penalty: 3546.297119
	Iteration 9F: 3 clusters Score -7291228 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -7293112.000000 Penalty: 3546.297119
	Iteration 10F: 3 clusters Score -7293112 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -7294101.000000 Penalty: 3546.297119
	Iteration 11Q: 3 clusters Score -7294101 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -7294720.000000 Penalty: 3546.297119
	Iteration 12Q: 3 clusters Score -7294720 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -7295402.500000 Penalty: 3546.297119
	Iteration 13Q: 3 clusters Score -7295402 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -7296148.000000 Penalty: 3546.297119
	Iteration 14Q: 3 clusters Score -7296148 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7297057.500000 Penalty: 3546.297119
	Iteration 15Q: 3 clusters Score -7297058 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -7298127.500000 Penalty: 3546.297119
	Iteration 16Q: 3 clusters Score -7298128 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -7299272.500000 Penalty: 3546.297119
	Iteration 17Q: 3 clusters Score -7299272 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -7300356.500000 Penalty: 3546.297119
	Iteration 18Q: 3 clusters Score -7300356 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -7301093.000000 Penalty: 3546.297119
	Iteration 19Q: 3 clusters Score -7301093 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -7301591.500000 Penalty: 3546.297119
	Iteration 20F: 3 clusters Score -7301592 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -7301885.500000 Penalty: 3546.297119
	Iteration 21Q: 3 clusters Score -7301886 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7301982.500000 Penalty: 3546.297119
	Iteration 22Q: 3 clusters Score -7301982 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7302055.000000 Penalty: 3546.297119
	Iteration 23Q: 3 clusters Score -7302055 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -7302108.500000 Penalty: 3546.297119
	Iteration 24Q: 3 clusters Score -7302108 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -7302142.500000 Penalty: 3546.297119
	Iteration 25Q: 3 clusters Score -7302142 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -7302152.500000 Penalty: 3546.297119
	Iteration 26Q: 3 clusters Score -7302152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -7302156.500000 Penalty: 3546.297119
	Iteration 27Q: 3 clusters Score -7302156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -7302148.000000 Penalty: 3546.297119
	Iteration 28Q: 3 clusters Score -7302148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -7302148.000000 Penalty: 3546.297119
	Iteration 29Q: 3 clusters Score -7302148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -7302147.500000 Penalty: 3546.297119
	Iteration 30Q: 3 clusters Score -7302148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -7302145.000000 Penalty: 3546.297119
	Iteration 31Q: 3 clusters Score -7302145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -7302134.000000 Penalty: 3546.297119
	Iteration 32Q: 3 clusters Score -7302134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -7302142.500000 Penalty: 3546.297119
	Iteration 33Q: 3 clusters Score -7302142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -7302145.500000 Penalty: 3546.297119
	Iteration 34Q: 3 clusters Score -7302146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -7302149.000000 Penalty: 3546.297119
	Iteration 35Q: 3 clusters Score -7302149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -7302155.500000 Penalty: 3546.297119
	Iteration 36Q: 3 clusters Score -7302156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -7302160.500000 Penalty: 3546.297119
	Iteration 37Q: 3 clusters Score -7302160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -7302158.000000 Penalty: 3546.297119
	Iteration 38Q: 3 clusters Score -7302158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -7302161.500000 Penalty: 3546.297119
	Iteration 39Q: 3 clusters Score -7302162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -7302156.000000 Penalty: 3546.297119
	Iteration 40F: 3 clusters Score -7302156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -7302148.500000 Penalty: 3546.297119
	Iteration 41Q: 3 clusters Score -7302148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -7302154.000000 Penalty: 3546.297119
	Iteration 42Q: 3 clusters Score -7302154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -7302149.500000 Penalty: 3546.297119
	Iteration 43Q: 3 clusters Score -7302150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -7302156.000000 Penalty: 3546.297119
	Iteration 44Q: 3 clusters Score -7302156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -7302149.000000 Penalty: 3546.297119
	Iteration 45Q: 3 clusters Score -7302149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7302157.000000 Penalty: 3546.297119
	Iteration 46Q: 3 clusters Score -7302157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -7302149.500000 Penalty: 3546.297119
	Iteration 47Q: 3 clusters Score -7302150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -7302143.000000 Penalty: 3546.297119
	Iteration 48Q: 3 clusters Score -7302143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -7302141.500000 Penalty: 3546.297119
	Iteration 49Q: 3 clusters Score -7302142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -7302139.500000 Penalty: 3546.297119
	Iteration 50Q: 3 clusters Score -7302140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -7302150.500000 Penalty: 3546.297119
	Iteration 51Q: 3 clusters Score -7302150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -7302148.500000 Penalty: 3546.297119
	Iteration 52Q: 3 clusters Score -7302148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7302147.500000 Penalty: 3546.297119
	Iteration 53Q: 3 clusters Score -7302148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7302143.000000 Penalty: 3546.297119
	Iteration 54Q: 3 clusters Score -7302143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -7302151.000000 Penalty: 3546.297119
	Iteration 55Q: 3 clusters Score -7302151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -7302151.000000 Penalty: 3546.297119
	Iteration 56F: 3 clusters Score -7302151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -906854.750000 Penalty: 1437.532349
	Iteration 0F: 2 clusters Score -906854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -901683.625000 Penalty: 2875.064697
	Iteration 0F: 3 clusters Score -901683.6 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -903463.562500 Penalty: 2875.064697
	Iteration 1F: 3 clusters Score -903463.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -903846.625000 Penalty: 2875.064697
	Iteration 2F: 3 clusters Score -903846.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -904148.062500 Penalty: 2875.064697
	Iteration 3F: 3 clusters Score -904148.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -904413.125000 Penalty: 2875.064697
	Iteration 4F: 3 clusters Score -904413.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -904643.062500 Penalty: 2875.064697
	Iteration 5F: 3 clusters Score -904643.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -904833.625000 Penalty: 2875.064697
	Iteration 6Q: 3 clusters Score -904833.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -904989.625000 Penalty: 2875.064697
	Iteration 7Q: 3 clusters Score -904989.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -905119.687500 Penalty: 2875.064697
	Iteration 8Q: 3 clusters Score -905119.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -905215.312500 Penalty: 2875.064697
	Iteration 9Q: 3 clusters Score -905215.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -905281.625000 Penalty: 2875.064697
	Iteration 10Q: 3 clusters Score -905281.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -905332.750000 Penalty: 2875.064697
	Iteration 11Q: 3 clusters Score -905332.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -905374.312500 Penalty: 2875.064697
	Iteration 12Q: 3 clusters Score -905374.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -905412.812500 Penalty: 2875.064697
	Iteration 13Q: 3 clusters Score -905412.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -905445.062500 Penalty: 2875.064697
	Iteration 14Q: 3 clusters Score -905445.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -905476.062500 Penalty: 2875.064697
	Iteration 15Q: 3 clusters Score -905476.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -905505.562500 Penalty: 2875.064697
	Iteration 16Q: 3 clusters Score -905505.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -905518.312500 Penalty: 2875.064697
	Iteration 17Q: 3 clusters Score -905518.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -905538.000000 Penalty: 2875.064697
	Iteration 18Q: 3 clusters Score -905538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -905549.500000 Penalty: 2875.064697
	Iteration 19Q: 3 clusters Score -905549.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -905566.437500 Penalty: 2875.064697
	Iteration 20F: 3 clusters Score -905566.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -905576.937500 Penalty: 2875.064697
	Iteration 21Q: 3 clusters Score -905576.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -905588.187500 Penalty: 2875.064697
	Iteration 22Q: 3 clusters Score -905588.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -905599.812500 Penalty: 2875.064697
	Iteration 23Q: 3 clusters Score -905599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -905608.375000 Penalty: 2875.064697
	Iteration 24Q: 3 clusters Score -905608.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -905614.062500 Penalty: 2875.064697
	Iteration 25Q: 3 clusters Score -905614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -905613.937500 Penalty: 2875.064697
	Iteration 26Q: 3 clusters Score -905613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -905617.312500 Penalty: 2875.064697
	Iteration 27Q: 3 clusters Score -905617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -905623.125000 Penalty: 2875.064697
	Iteration 28Q: 3 clusters Score -905623.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -905631.875000 Penalty: 2875.064697
	Iteration 29Q: 3 clusters Score -905631.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -905635.250000 Penalty: 2875.064697
	Iteration 30Q: 3 clusters Score -905635.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -905637.937500 Penalty: 2875.064697
	Iteration 31Q: 3 clusters Score -905637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -905640.062500 Penalty: 2875.064697
	Iteration 32Q: 3 clusters Score -905640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -905640.250000 Penalty: 2875.064697
	Iteration 33Q: 3 clusters Score -905640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -905642.062500 Penalty: 2875.064697
	Iteration 34Q: 3 clusters Score -905642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -905642.125000 Penalty: 2875.064697
	Iteration 35Q: 3 clusters Score -905642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -905646.750000 Penalty: 2875.064697
	Iteration 36Q: 3 clusters Score -905646.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -905650.250000 Penalty: 2875.064697
	Iteration 37Q: 3 clusters Score -905650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -905652.062500 Penalty: 2875.064697
	Iteration 38Q: 3 clusters Score -905652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -905653.312500 Penalty: 2875.064697
	Iteration 39Q: 3 clusters Score -905653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -905655.125000 Penalty: 2875.064697
	Iteration 40F: 3 clusters Score -905655.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -905660.062500 Penalty: 2875.064697
	Iteration 41Q: 3 clusters Score -905660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -905661.562500 Penalty: 2875.064697
	Iteration 42Q: 3 clusters Score -905661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -905661.687500 Penalty: 2875.064697
	Iteration 43Q: 3 clusters Score -905661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -905662.375000 Penalty: 2875.064697
	Iteration 44Q: 3 clusters Score -905662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -905664.500000 Penalty: 2875.064697
	Iteration 45Q: 3 clusters Score -905664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -905665.750000 Penalty: 2875.064697
	Iteration 46Q: 3 clusters Score -905665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -905665.437500 Penalty: 2875.064697
	Iteration 47Q: 3 clusters Score -905665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -905665.437500 Penalty: 2875.064697
	Iteration 48F: 3 clusters Score -905665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37591.925781 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37591.93 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37746.371094 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37746.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37772.953125 Penalty: 1921.008911
	Iteration 2Q: 3 clusters Score -37772.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37787.480469 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -37787.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37791.718750 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -37791.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37794.031250 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -37794.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37794.031250 Penalty: 1921.008911
	Iteration 6F: 3 clusters Score -37794.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -93667.070312 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -93667.07 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 399 members 
Entering Unmasked Estep 
Score: -92400.929688 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -92400.93 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92609.328125 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -92609.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92663.734375 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -92663.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92684.976562 Penalty: 2154.542969
	Iteration 3Q: 3 clusters Score -92684.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92689.984375 Penalty: 2154.542969
	Iteration 4Q: 3 clusters Score -92689.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92692.671875 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -92692.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92694.914062 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -92694.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92695.718750 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -92695.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92695.718750 Penalty: 2154.542969
	Iteration 8F: 3 clusters Score -92695.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (70930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Entering Unmasked Estep 
Score: -9429726.000000 Penalty: 1815.035400
	Iteration 0F: 2 clusters Score -9429726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -9383949.000000 Penalty: 3630.070801
	Iteration 0F: 3 clusters Score -9383949 nChanged 33613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -9403172.000000 Penalty: 3630.070801
	Iteration 1F: 3 clusters Score -9403172 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -9403798.000000 Penalty: 3630.070801
	Iteration 2Q: 3 clusters Score -9403798 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -9404557.000000 Penalty: 3630.070801
	Iteration 3Q: 3 clusters Score -9404557 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -9405551.000000 Penalty: 3630.070801
	Iteration 4Q: 3 clusters Score -9405551 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -9407156.000000 Penalty: 3630.070801
	Iteration 5Q: 3 clusters Score -9407156 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -9409418.000000 Penalty: 3630.070801
	Iteration 6F: 3 clusters Score -9409418 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -9412867.000000 Penalty: 3630.070801
	Iteration 7F: 3 clusters Score -9412867 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -9417085.000000 Penalty: 3630.070801
	Iteration 8F: 3 clusters Score -9417085 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -9421361.000000 Penalty: 3630.070801
	Iteration 9F: 3 clusters Score -9421361 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -9424422.000000 Penalty: 3630.070801
	Iteration 10F: 3 clusters Score -9424422 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9426216.000000 Penalty: 3630.070801
	Iteration 11Q: 3 clusters Score -9426216 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9427116.000000 Penalty: 3630.070801
	Iteration 12Q: 3 clusters Score -9427116 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9427590.000000 Penalty: 3630.070801
	Iteration 13Q: 3 clusters Score -9427590 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9427860.000000 Penalty: 3630.070801
	Iteration 14Q: 3 clusters Score -9427860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9427978.000000 Penalty: 3630.070801
	Iteration 15Q: 3 clusters Score -9427978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9428043.000000 Penalty: 3630.070801
	Iteration 16Q: 3 clusters Score -9428043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9428084.000000 Penalty: 3630.070801
	Iteration 17Q: 3 clusters Score -9428084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9428113.000000 Penalty: 3630.070801
	Iteration 18Q: 3 clusters Score -9428113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9428139.000000 Penalty: 3630.070801
	Iteration 19Q: 3 clusters Score -9428139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9428146.000000 Penalty: 3630.070801
	Iteration 20F: 3 clusters Score -9428146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9428151.000000 Penalty: 3630.070801
	Iteration 21Q: 3 clusters Score -9428151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9428164.000000 Penalty: 3630.070801
	Iteration 22Q: 3 clusters Score -9428164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9428176.000000 Penalty: 3630.070801
	Iteration 23Q: 3 clusters Score -9428176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9428178.000000 Penalty: 3630.070801
	Iteration 24Q: 3 clusters Score -9428178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9428182.000000 Penalty: 3630.070801
	Iteration 25Q: 3 clusters Score -9428182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9428193.000000 Penalty: 3630.070801
	Iteration 26Q: 3 clusters Score -9428193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9428193.000000 Penalty: 3630.070801
	Iteration 27Q: 3 clusters Score -9428193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9428192.000000 Penalty: 3630.070801
	Iteration 28Q: 3 clusters Score -9428192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9428198.000000 Penalty: 3630.070801
	Iteration 29Q: 3 clusters Score -9428198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9428192.000000 Penalty: 3630.070801
	Iteration 30Q: 3 clusters Score -9428192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9428190.000000 Penalty: 3630.070801
	Iteration 31Q: 3 clusters Score -9428190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9428193.000000 Penalty: 3630.070801
	Iteration 32Q: 3 clusters Score -9428193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9428197.000000 Penalty: 3630.070801
	Iteration 33Q: 3 clusters Score -9428197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9428209.000000 Penalty: 3630.070801
	Iteration 34Q: 3 clusters Score -9428209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9428209.000000 Penalty: 3630.070801
	Iteration 35F: 3 clusters Score -9428209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (61029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Entering Unmasked Estep 
Score: -8043808.500000 Penalty: 1790.604370
	Iteration 0F: 2 clusters Score -8043808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -8003368.000000 Penalty: 3581.208740
	Iteration 0F: 3 clusters Score -8003368 nChanged 28861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -8019950.000000 Penalty: 3581.208740
	Iteration 1F: 3 clusters Score -8019950 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -8020821.000000 Penalty: 3581.208740
	Iteration 2Q: 3 clusters Score -8020821 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8022099.000000 Penalty: 3581.208740
	Iteration 3Q: 3 clusters Score -8022099 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -8024237.500000 Penalty: 3581.208740
	Iteration 4F: 3 clusters Score -8024238 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -8027607.000000 Penalty: 3581.208740
	Iteration 5F: 3 clusters Score -8027607 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -8031583.000000 Penalty: 3581.208740
	Iteration 6F: 3 clusters Score -8031583 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -8035199.500000 Penalty: 3581.208740
	Iteration 7F: 3 clusters Score -8035200 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -8037532.000000 Penalty: 3581.208740
	Iteration 8F: 3 clusters Score -8037532 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -8038622.000000 Penalty: 3581.208740
	Iteration 9Q: 3 clusters Score -8038622 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -8039390.000000 Penalty: 3581.208740
	Iteration 10Q: 3 clusters Score -8039390 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8040103.500000 Penalty: 3581.208740
	Iteration 11Q: 3 clusters Score -8040104 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -8040851.000000 Penalty: 3581.208740
	Iteration 12Q: 3 clusters Score -8040851 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -8041545.500000 Penalty: 3581.208740
	Iteration 13Q: 3 clusters Score -8041546 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -8042118.500000 Penalty: 3581.208740
	Iteration 14Q: 3 clusters Score -8042118 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -8042732.500000 Penalty: 3581.208740
	Iteration 15Q: 3 clusters Score -8042732 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -8043312.500000 Penalty: 3581.208740
	Iteration 16Q: 3 clusters Score -8043312 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8043750.000000 Penalty: 3581.208740
	Iteration 17Q: 3 clusters Score -8043750 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -8044075.000000 Penalty: 3581.208740
	Iteration 18Q: 3 clusters Score -8044075 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -8044227.000000 Penalty: 3581.208740
	Iteration 19Q: 3 clusters Score -8044227 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -8044380.000000 Penalty: 3581.208740
	Iteration 20F: 3 clusters Score -8044380 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -8044438.500000 Penalty: 3581.208740
	Iteration 21Q: 3 clusters Score -8044438 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -8044480.500000 Penalty: 3581.208740
	Iteration 22Q: 3 clusters Score -8044480 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -8044459.000000 Penalty: 3581.208740
	Iteration 23Q: 3 clusters Score -8044459 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -8044455.500000 Penalty: 3581.208740
	Iteration 24Q: 3 clusters Score -8044456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -8044468.000000 Penalty: 3581.208740
	Iteration 25Q: 3 clusters Score -8044468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -8044512.000000 Penalty: 3581.208740
	Iteration 26Q: 3 clusters Score -8044512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -8044516.000000 Penalty: 3581.208740
	Iteration 27Q: 3 clusters Score -8044516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -8044511.500000 Penalty: 3581.208740
	Iteration 28Q: 3 clusters Score -8044512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -8044532.000000 Penalty: 3581.208740
	Iteration 29Q: 3 clusters Score -8044532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -8044546.500000 Penalty: 3581.208740
	Iteration 30Q: 3 clusters Score -8044546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8044550.000000 Penalty: 3581.208740
	Iteration 31Q: 3 clusters Score -8044550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8044553.500000 Penalty: 3581.208740
	Iteration 32Q: 3 clusters Score -8044554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -8044561.500000 Penalty: 3581.208740
	Iteration 33Q: 3 clusters Score -8044562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8044558.500000 Penalty: 3581.208740
	Iteration 34Q: 3 clusters Score -8044558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8044559.000000 Penalty: 3581.208740
	Iteration 35Q: 3 clusters Score -8044559 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -8044557.000000 Penalty: 3581.208740
	Iteration 36Q: 3 clusters Score -8044557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8044571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8044579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8044575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8044576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8044590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8044624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -8044617.000000 Penalty: 3581.208740
	Iteration 43Q: 3 clusters Score -8044617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -8044614.000000 Penalty: 3581.208740
	Iteration 44Q: 3 clusters Score -8044614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8044614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8044607 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8044600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -8044627.500000 Penalty: 3581.208740
	Iteration 48Q: 3 clusters Score -8044628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -8044616.500000 Penalty: 3581.208740
	Iteration 49Q: 3 clusters Score -8044616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -8044615.500000 Penalty: 3581.208740
	Iteration 50Q: 3 clusters Score -8044616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8044628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -8044645.500000 Penalty: 3581.208740
	Iteration 52Q: 3 clusters Score -8044646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -8044647.000000 Penalty: 3581.208740
	Iteration 53Q: 3 clusters Score -8044647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8044658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8044661 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8044663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8044660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -8044687.000000 Penalty: 3581.208740
	Iteration 58Q: 3 clusters Score -8044687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8044683.500000 Penalty: 3581.208740
	Iteration 59Q: 3 clusters Score -8044684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -8044694.500000 Penalty: 3581.208740
	Iteration 60F: 3 clusters Score -8044694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8044697.000000 Penalty: 3581.208740
	Iteration 61Q: 3 clusters Score -8044697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8044713.500000 Penalty: 3581.208740
	Iteration 62Q: 3 clusters Score -8044714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -8044712.000000 Penalty: 3581.208740
	Iteration 63Q: 3 clusters Score -8044712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -8044724.000000 Penalty: 3581.208740
	Iteration 64Q: 3 clusters Score -8044724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -8044709.500000 Penalty: 3581.208740
	Iteration 65Q: 3 clusters Score -8044710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -8044720.000000 Penalty: 3581.208740
	Iteration 66Q: 3 clusters Score -8044720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8044726.500000 Penalty: 3581.208740
	Iteration 67Q: 3 clusters Score -8044726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8044758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8044765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8044767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8044788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8044802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8044796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8044790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8044794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -8044792.000000 Penalty: 3581.208740
	Iteration 76Q: 3 clusters Score -8044792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8044794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8044799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8044808.000000 Penalty: 3581.208740
	Iteration 79Q: 3 clusters Score -8044808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8044822.500000 Penalty: 3581.208740
	Iteration 80F: 3 clusters Score -8044822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -8044813.000000 Penalty: 3581.208740
	Iteration 81Q: 3 clusters Score -8044813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8044807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8044832.000000 Penalty: 3581.208740
	Iteration 83Q: 3 clusters Score -8044832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8044852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8044840.500000 Penalty: 3581.208740
	Iteration 85Q: 3 clusters Score -8044840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8044854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8044836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8044840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8044847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8044858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8044874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8044856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8044846.000000 Penalty: 3581.208740
	Iteration 93Q: 3 clusters Score -8044846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8044837.500000 Penalty: 3581.208740
	Iteration 94Q: 3 clusters Score -8044838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8044820.500000 Penalty: 3581.208740
	Iteration 95Q: 3 clusters Score -8044820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -8044833.000000 Penalty: 3581.208740
	Iteration 96Q: 3 clusters Score -8044833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -8044850.500000 Penalty: 3581.208740
	Iteration 97Q: 3 clusters Score -8044850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8044847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8044848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8044865.000000 Penalty: 3581.208740
	Iteration 100F: 3 clusters Score -8044865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8044876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -8044897.000000 Penalty: 3581.208740
	Iteration 102Q: 3 clusters Score -8044897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8044920.500000 Penalty: 3581.208740
	Iteration 103Q: 3 clusters Score -8044920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8044951.500000 Penalty: 3581.208740
	Iteration 104Q: 3 clusters Score -8044952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8044962.000000 Penalty: 3581.208740
	Iteration 105Q: 3 clusters Score -8044962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8044966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8044964.000000 Penalty: 3581.208740
	Iteration 107Q: 3 clusters Score -8044964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -8044963.000000 Penalty: 3581.208740
	Iteration 108Q: 3 clusters Score -8044963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -8044979.000000 Penalty: 3581.208740
	Iteration 109Q: 3 clusters Score -8044979 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -8044982.500000 Penalty: 3581.208740
	Iteration 110Q: 3 clusters Score -8044982 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -8044991.000000 Penalty: 3581.208740
	Iteration 111Q: 3 clusters Score -8044991 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8044999 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -8045002.500000 Penalty: 3581.208740
	Iteration 113Q: 3 clusters Score -8045002 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8044996 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8044998 nChanged 40
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Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -8045006.000000 Penalty: 3581.208740
	Iteration 116Q: 3 clusters Score -8045006 nChanged 40
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Mstep: Class 1 contains 18718 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8045006 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8045011.500000 Penalty: 3581.208740
	Iteration 118Q: 3 clusters Score -8045012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8044998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8045007.000000 Penalty: 3581.208740
	Iteration 120F: 3 clusters Score -8045007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8045001.500000 Penalty: 3581.208740
	Iteration 121Q: 3 clusters Score -8045002 nChanged 49
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Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8044989 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18464 members 
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Entering Unmasked Estep 
Score: -8045010.500000 Penalty: 3581.208740
	Iteration 123Q: 3 clusters Score -8045010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8045004.500000 Penalty: 3581.208740
	Iteration 124Q: 3 clusters Score -8045004 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8045021.500000 Penalty: 3581.208740
	Iteration 125Q: 3 clusters Score -8045022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8045021.000000 Penalty: 3581.208740
	Iteration 126Q: 3 clusters Score -8045021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8045020.000000 Penalty: 3581.208740
	Iteration 127Q: 3 clusters Score -8045020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8045020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8045042.500000 Penalty: 3581.208740
	Iteration 129Q: 3 clusters Score -8045042 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18069 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8045054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8045064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8045072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8045067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8045054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8045049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8045053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8045044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8045058.500000 Penalty: 3581.208740
	Iteration 138Q: 3 clusters Score -8045058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8045053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -8045052.500000 Penalty: 3581.208740
	Iteration 140F: 3 clusters Score -8045052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8045042.500000 Penalty: 3581.208740
	Iteration 141Q: 3 clusters Score -8045042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8045057.000000 Penalty: 3581.208740
	Iteration 142Q: 3 clusters Score -8045057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8045068.000000 Penalty: 3581.208740
	Iteration 143Q: 3 clusters Score -8045068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8045068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8045068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8045062.000000 Penalty: 3581.208740
	Iteration 146Q: 3 clusters Score -8045062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8045059.000000 Penalty: 3581.208740
	Iteration 147Q: 3 clusters Score -8045059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8045050.500000 Penalty: 3581.208740
	Iteration 148Q: 3 clusters Score -8045050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8045050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8045045.500000 Penalty: 3581.208740
	Iteration 150Q: 3 clusters Score -8045046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8045056.000000 Penalty: 3581.208740
	Iteration 151Q: 3 clusters Score -8045056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8045061.000000 Penalty: 3581.208740
	Iteration 152Q: 3 clusters Score -8045061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8045071.500000 Penalty: 3581.208740
	Iteration 153Q: 3 clusters Score -8045072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8045075.500000 Penalty: 3581.208740
	Iteration 154Q: 3 clusters Score -8045076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8045075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8045072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -8045078.000000 Penalty: 3581.208740
	Iteration 157Q: 3 clusters Score -8045078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8045076.000000 Penalty: 3581.208740
	Iteration 158Q: 3 clusters Score -8045076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8045075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8045075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8045062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8045054.000000 Penalty: 3581.208740
	Iteration 162Q: 3 clusters Score -8045054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8045068.500000 Penalty: 3581.208740
	Iteration 163Q: 3 clusters Score -8045068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8045059.500000 Penalty: 3581.208740
	Iteration 164Q: 3 clusters Score -8045060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -8045063.000000 Penalty: 3581.208740
	Iteration 165Q: 3 clusters Score -8045063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8045054.500000 Penalty: 3581.208740
	Iteration 166Q: 3 clusters Score -8045054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -8045063.000000 Penalty: 3581.208740
	Iteration 167Q: 3 clusters Score -8045063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8045059.500000 Penalty: 3581.208740
	Iteration 168Q: 3 clusters Score -8045060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8045069.500000 Penalty: 3581.208740
	Iteration 169Q: 3 clusters Score -8045070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8045072.000000 Penalty: 3581.208740
	Iteration 170Q: 3 clusters Score -8045072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -8045078.000000 Penalty: 3581.208740
	Iteration 171Q: 3 clusters Score -8045078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8045075.500000 Penalty: 3581.208740
	Iteration 172Q: 3 clusters Score -8045076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -8045061.500000 Penalty: 3581.208740
	Iteration 173Q: 3 clusters Score -8045062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8045064.000000 Penalty: 3581.208740
	Iteration 174Q: 3 clusters Score -8045064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -8045066.500000 Penalty: 3581.208740
	Iteration 175Q: 3 clusters Score -8045066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8045073.500000 Penalty: 3581.208740
	Iteration 176Q: 3 clusters Score -8045074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8045068.500000 Penalty: 3581.208740
	Iteration 177Q: 3 clusters Score -8045068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -8045058.000000 Penalty: 3581.208740
	Iteration 178Q: 3 clusters Score -8045058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -8045065.500000 Penalty: 3581.208740
	Iteration 179Q: 3 clusters Score -8045066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -8045054.000000 Penalty: 3581.208740
	Iteration 180F: 3 clusters Score -8045054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8045059.000000 Penalty: 3581.208740
	Iteration 181Q: 3 clusters Score -8045059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8045073.500000 Penalty: 3581.208740
	Iteration 182Q: 3 clusters Score -8045074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8045064.500000 Penalty: 3581.208740
	Iteration 183Q: 3 clusters Score -8045064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8045074.000000 Penalty: 3581.208740
	Iteration 184Q: 3 clusters Score -8045074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8045076.500000 Penalty: 3581.208740
	Iteration 185Q: 3 clusters Score -8045076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8045084.500000 Penalty: 3581.208740
	Iteration 186Q: 3 clusters Score -8045084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8045079.500000 Penalty: 3581.208740
	Iteration 187Q: 3 clusters Score -8045080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8045081.500000 Penalty: 3581.208740
	Iteration 188Q: 3 clusters Score -8045082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8045069.500000 Penalty: 3581.208740
	Iteration 189Q: 3 clusters Score -8045070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8045077.500000 Penalty: 3581.208740
	Iteration 190Q: 3 clusters Score -8045078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8045091.000000 Penalty: 3581.208740
	Iteration 191Q: 3 clusters Score -8045091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8045086.000000 Penalty: 3581.208740
	Iteration 192Q: 3 clusters Score -8045086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8045087.500000 Penalty: 3581.208740
	Iteration 193Q: 3 clusters Score -8045088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8045098.000000 Penalty: 3581.208740
	Iteration 194Q: 3 clusters Score -8045098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8045093.500000 Penalty: 3581.208740
	Iteration 195Q: 3 clusters Score -8045094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8045094.000000 Penalty: 3581.208740
	Iteration 196Q: 3 clusters Score -8045094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -8045099.000000 Penalty: 3581.208740
	Iteration 197Q: 3 clusters Score -8045099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -8045086.000000 Penalty: 3581.208740
	Iteration 198Q: 3 clusters Score -8045086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -8045087.000000 Penalty: 3581.208740
	Iteration 199Q: 3 clusters Score -8045087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8045087.500000 Penalty: 3581.208740
	Iteration 200F: 3 clusters Score -8045088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8045088.000000 Penalty: 3581.208740
	Iteration 201Q: 3 clusters Score -8045088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8045091.000000 Penalty: 3581.208740
	Iteration 202Q: 3 clusters Score -8045091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8045092.000000 Penalty: 3581.208740
	Iteration 203Q: 3 clusters Score -8045092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8045092.500000 Penalty: 3581.208740
	Iteration 204Q: 3 clusters Score -8045092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -8045090.500000 Penalty: 3581.208740
	Iteration 205Q: 3 clusters Score -8045090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8045087.000000 Penalty: 3581.208740
	Iteration 206Q: 3 clusters Score -8045087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -8045089.000000 Penalty: 3581.208740
	Iteration 207Q: 3 clusters Score -8045089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -8045089.000000 Penalty: 3581.208740
	Iteration 208F: 3 clusters Score -8045089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52142 members 
Mstep: Class 3 contains 65099 members 
Mstep: Class 4 contains 17608 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 15930 members 
Mstep: Class 8 contains 69571 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 60518 members 
Mstep: Class 12 contains 76907 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 57323 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 76491 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 52513 members 
Mstep: Class 25 contains 65577 members 
Mstep: Class 26 contains 13557 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72761 members 
Mstep: Class 30 contains 4258 members 
Mstep: Class 31 contains 54813 members 
Mstep: Class 32 contains 6949 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70930 members 
Mstep: Class 36 contains 16344 members 
Mstep: Class 37 contains 1837 members 
Mstep: Class 38 contains 87 members 
Mstep: Class 39 contains 44685 members 
Entering Unmasked Estep 
Score: -127768304.000000 Penalty: 87559.406250
Splitting cluster 36 changes total score from -127767624.000000 to -127768304.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 38 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5711.701172 Penalty: 725.710083
	Iteration 0F: 2 clusters Score -5711.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5403.610840 Penalty: 1451.420166
	Iteration 0F: 3 clusters Score -5403.611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5511.731934 Penalty: 1451.420166
	Iteration 1F: 3 clusters Score -5511.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52142 members 
Mstep: Class 3 contains 65099 members 
Mstep: Class 4 contains 17608 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 15930 members 
Mstep: Class 8 contains 69571 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 60518 members 
Mstep: Class 12 contains 76907 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 57323 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 76491 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 52513 members 
Mstep: Class 25 contains 65577 members 
Mstep: Class 26 contains 13557 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72761 members 
Mstep: Class 30 contains 4258 members 
Mstep: Class 31 contains 54813 members 
Mstep: Class 32 contains 6949 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70930 members 
Mstep: Class 36 contains 16344 members 
Mstep: Class 38 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769616.000000 Penalty: 87559.406250
Iteration 119Q: 40 clusters Score -1.277696e+08 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 52191 members 
Mstep: Class 3 contains 65072 members 
Mstep: Class 4 contains 17604 members 
Mstep: Class 5 contains 4843 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 68529 members 
Mstep: Class 9 contains 15323 members 
Mstep: Class 10 contains 31050 members 
Mstep: Class 11 contains 60459 members 
Mstep: Class 12 contains 76928 members 
Mstep: Class 13 contains 11974 members 
Mstep: Class 14 contains 56554 members 
Mstep: Class 15 contains 5263 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10513 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 77750 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 52219 members 
Mstep: Class 25 contains 66189 members 
Mstep: Class 26 contains 13555 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72735 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 54980 members 
Mstep: Class 32 contains 6993 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70943 members 
Mstep: Class 36 contains 16539 members 
Mstep: Class 37 contains 1834 members 
Mstep: Class 38 contains 87 members 
Mstep: Class 39 contains 44119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770176.000000 Penalty: 87559.406250
Iteration 120F: 40 clusters Score -1.277702e+08 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 51945 members 
Mstep: Class 3 contains 64972 members 
Mstep: Class 4 contains 17595 members 
Mstep: Class 5 contains 4841 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 15757 members 
Mstep: Class 8 contains 67346 members 
Mstep: Class 9 contains 15164 members 
Mstep: Class 10 contains 31526 members 
Mstep: Class 11 contains 60361 members 
Mstep: Class 12 contains 76775 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 55868 members 
Mstep: Class 15 contains 5259 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 78974 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 66993 members 
Mstep: Class 26 contains 13536 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72694 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 55195 members 
Mstep: Class 32 contains 7048 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70956 members 
Mstep: Class 36 contains 16647 members 
Mstep: Class 37 contains 1992 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 44192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770976.000000 Penalty: 87559.406250
Iteration 121Q: 40 clusters Score -1.27771e+08 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 51751 members 
Mstep: Class 3 contains 64907 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 15597 members 
Mstep: Class 8 contains 66008 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 31971 members 
Mstep: Class 11 contains 60164 members 
Mstep: Class 12 contains 76363 members 
Mstep: Class 13 contains 11921 members 
Mstep: Class 14 contains 55203 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 80237 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 51445 members 
Mstep: Class 25 contains 68079 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72678 members 
Mstep: Class 30 contains 4539 members 
Mstep: Class 31 contains 55391 members 
Mstep: Class 32 contains 7099 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 71131 members 
Mstep: Class 36 contains 16718 members 
Mstep: Class 37 contains 2075 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 44103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771600.000000 Penalty: 87559.406250
Iteration 122Q: 40 clusters Score -1.277716e+08 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 51603 members 
Mstep: Class 3 contains 64815 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 4843 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 64579 members 
Mstep: Class 9 contains 14926 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 59884 members 
Mstep: Class 12 contains 75915 members 
Mstep: Class 13 contains 11919 members 
Mstep: Class 14 contains 54609 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 81474 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 51048 members 
Mstep: Class 25 contains 69110 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72693 members 
Mstep: Class 30 contains 4672 members 
Mstep: Class 31 contains 55639 members 
Mstep: Class 32 contains 7158 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 71376 members 
Mstep: Class 36 contains 16745 members 
Mstep: Class 37 contains 2123 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771760.000000 Penalty: 87559.406250
Iteration 123Q: 40 clusters Score -1.277718e+08 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 51491 members 
Mstep: Class 3 contains 64748 members 
Mstep: Class 4 contains 17582 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 15311 members 
Mstep: Class 8 contains 63047 members 
Mstep: Class 9 contains 14836 members 
Mstep: Class 10 contains 32829 members 
Mstep: Class 11 contains 59497 members 
Mstep: Class 12 contains 75241 members 
Mstep: Class 13 contains 11924 members 
Mstep: Class 14 contains 54120 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 11517 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 82802 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 50687 members 
Mstep: Class 25 contains 70196 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 1669 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72756 members 
Mstep: Class 30 contains 4820 members 
Mstep: Class 31 contains 55781 members 
Mstep: Class 32 contains 7221 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 71626 members 
Mstep: Class 36 contains 16737 members 
Mstep: Class 37 contains 2151 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772800.000000 Penalty: 87559.406250
Iteration 124Q: 40 clusters Score -1.277728e+08 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 51395 members 
Mstep: Class 3 contains 64701 members 
Mstep: Class 4 contains 17573 members 
Mstep: Class 5 contains 4841 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 15181 members 
Mstep: Class 8 contains 61461 members 
Mstep: Class 9 contains 14760 members 
Mstep: Class 10 contains 33171 members 
Mstep: Class 11 contains 59017 members 
Mstep: Class 12 contains 74383 members 
Mstep: Class 13 contains 11925 members 
Mstep: Class 14 contains 53720 members 
Mstep: Class 15 contains 5219 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 84199 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 50368 members 
Mstep: Class 25 contains 71311 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 1670 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72811 members 
Mstep: Class 30 contains 4971 members 
Mstep: Class 31 contains 55983 members 
Mstep: Class 32 contains 7288 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 71856 members 
Mstep: Class 36 contains 16709 members 
Mstep: Class 37 contains 2163 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773624.000000 Penalty: 87559.406250
Iteration 125Q: 40 clusters Score -1.277736e+08 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 51263 members 
Mstep: Class 3 contains 64802 members 
Mstep: Class 4 contains 17575 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 15060 members 
Mstep: Class 8 contains 59776 members 
Mstep: Class 9 contains 14701 members 
Mstep: Class 10 contains 33526 members 
Mstep: Class 11 contains 58522 members 
Mstep: Class 12 contains 73282 members 
Mstep: Class 13 contains 11922 members 
Mstep: Class 14 contains 53460 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 12629 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 85741 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 50013 members 
Mstep: Class 25 contains 72452 members 
Mstep: Class 26 contains 13538 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72879 members 
Mstep: Class 30 contains 5118 members 
Mstep: Class 31 contains 56106 members 
Mstep: Class 32 contains 7368 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72052 members 
Mstep: Class 36 contains 16648 members 
Mstep: Class 37 contains 2167 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774392.000000 Penalty: 87559.406250
Iteration 126Q: 40 clusters Score -1.277744e+08 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 51147 members 
Mstep: Class 3 contains 64940 members 
Mstep: Class 4 contains 17564 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 58345 members 
Mstep: Class 9 contains 14636 members 
Mstep: Class 10 contains 33920 members 
Mstep: Class 11 contains 57989 members 
Mstep: Class 12 contains 71948 members 
Mstep: Class 13 contains 11926 members 
Mstep: Class 14 contains 53329 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 13235 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 87120 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 49689 members 
Mstep: Class 25 contains 73716 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72926 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 56151 members 
Mstep: Class 32 contains 7447 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72175 members 
Mstep: Class 36 contains 16577 members 
Mstep: Class 37 contains 2150 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775224.000000 Penalty: 87559.406250
Iteration 127Q: 40 clusters Score -1.277752e+08 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 51046 members 
Mstep: Class 3 contains 65161 members 
Mstep: Class 4 contains 17537 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 57155 members 
Mstep: Class 9 contains 14575 members 
Mstep: Class 10 contains 34264 members 
Mstep: Class 11 contains 57467 members 
Mstep: Class 12 contains 70496 members 
Mstep: Class 13 contains 11926 members 
Mstep: Class 14 contains 53363 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 13816 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 88254 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 49412 members 
Mstep: Class 25 contains 74944 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72957 members 
Mstep: Class 30 contains 5390 members 
Mstep: Class 31 contains 56215 members 
Mstep: Class 32 contains 7538 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72250 members 
Mstep: Class 36 contains 16515 members 
Mstep: Class 37 contains 2137 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775760.000000 Penalty: 87559.406250
Iteration 128Q: 40 clusters Score -1.277758e+08 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50916 members 
Mstep: Class 3 contains 65430 members 
Mstep: Class 4 contains 17522 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 56151 members 
Mstep: Class 9 contains 14511 members 
Mstep: Class 10 contains 34681 members 
Mstep: Class 11 contains 57000 members 
Mstep: Class 12 contains 68898 members 
Mstep: Class 13 contains 11927 members 
Mstep: Class 14 contains 53587 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 89227 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 49154 members 
Mstep: Class 25 contains 76124 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72988 members 
Mstep: Class 30 contains 5532 members 
Mstep: Class 31 contains 56233 members 
Mstep: Class 32 contains 7630 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72249 members 
Mstep: Class 36 contains 16465 members 
Mstep: Class 37 contains 2136 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776784.000000 Penalty: 87559.406250
Iteration 129Q: 40 clusters Score -1.277768e+08 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 50810 members 
Mstep: Class 3 contains 65705 members 
Mstep: Class 4 contains 17504 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 14641 members 
Mstep: Class 8 contains 55341 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 35167 members 
Mstep: Class 11 contains 56538 members 
Mstep: Class 12 contains 67063 members 
Mstep: Class 13 contains 11923 members 
Mstep: Class 14 contains 53965 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 89934 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 48881 members 
Mstep: Class 25 contains 77396 members 
Mstep: Class 26 contains 13581 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73003 members 
Mstep: Class 30 contains 5648 members 
Mstep: Class 31 contains 56274 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72272 members 
Mstep: Class 36 contains 16389 members 
Mstep: Class 37 contains 2134 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776608.000000 Penalty: 87559.406250
Iteration 130Q: 40 clusters Score -1.277766e+08 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50705 members 
Mstep: Class 3 contains 65940 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 14581 members 
Mstep: Class 8 contains 54714 members 
Mstep: Class 9 contains 14403 members 
Mstep: Class 10 contains 35572 members 
Mstep: Class 11 contains 56182 members 
Mstep: Class 12 contains 65118 members 
Mstep: Class 13 contains 11923 members 
Mstep: Class 14 contains 54495 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 15036 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 90409 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 48627 members 
Mstep: Class 25 contains 78758 members 
Mstep: Class 26 contains 13594 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72974 members 
Mstep: Class 30 contains 5730 members 
Mstep: Class 31 contains 56351 members 
Mstep: Class 32 contains 7821 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72260 members 
Mstep: Class 36 contains 16327 members 
Mstep: Class 37 contains 2131 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776616.000000 Penalty: 87559.406250
Iteration 131Q: 40 clusters Score -1.277766e+08 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50629 members 
Mstep: Class 3 contains 66131 members 
Mstep: Class 4 contains 17475 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 14534 members 
Mstep: Class 8 contains 54279 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 35963 members 
Mstep: Class 11 contains 55906 members 
Mstep: Class 12 contains 63163 members 
Mstep: Class 13 contains 11930 members 
Mstep: Class 14 contains 55139 members 
Mstep: Class 15 contains 5167 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 90739 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 80025 members 
Mstep: Class 26 contains 13589 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72915 members 
Mstep: Class 30 contains 5796 members 
Mstep: Class 31 contains 56417 members 
Mstep: Class 32 contains 7909 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72232 members 
Mstep: Class 36 contains 16263 members 
Mstep: Class 37 contains 2117 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776704.000000 Penalty: 87559.406250
Iteration 132Q: 40 clusters Score -1.277767e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 50560 members 
Mstep: Class 3 contains 66253 members 
Mstep: Class 4 contains 17451 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 14482 members 
Mstep: Class 8 contains 53954 members 
Mstep: Class 9 contains 14296 members 
Mstep: Class 10 contains 36349 members 
Mstep: Class 11 contains 55698 members 
Mstep: Class 12 contains 61223 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 55890 members 
Mstep: Class 15 contains 5160 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 15607 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 90955 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 48046 members 
Mstep: Class 25 contains 81160 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72895 members 
Mstep: Class 30 contains 5845 members 
Mstep: Class 31 contains 56548 members 
Mstep: Class 32 contains 8003 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 72135 members 
Mstep: Class 36 contains 16213 members 
Mstep: Class 37 contains 2128 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776416.000000 Penalty: 87559.406250
Iteration 133Q: 40 clusters Score -1.277764e+08 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50509 members 
Mstep: Class 3 contains 66275 members 
Mstep: Class 4 contains 17420 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 14442 members 
Mstep: Class 8 contains 53787 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 36697 members 
Mstep: Class 11 contains 55556 members 
Mstep: Class 12 contains 59315 members 
Mstep: Class 13 contains 11907 members 
Mstep: Class 14 contains 56582 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 91092 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 47756 members 
Mstep: Class 25 contains 82301 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72867 members 
Mstep: Class 30 contains 5885 members 
Mstep: Class 31 contains 56696 members 
Mstep: Class 32 contains 8093 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72072 members 
Mstep: Class 36 contains 16160 members 
Mstep: Class 37 contains 2129 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775776.000000 Penalty: 87559.406250
Iteration 134Q: 40 clusters Score -1.277758e+08 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50452 members 
Mstep: Class 3 contains 66307 members 
Mstep: Class 4 contains 17388 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 14399 members 
Mstep: Class 8 contains 53641 members 
Mstep: Class 9 contains 14223 members 
Mstep: Class 10 contains 37067 members 
Mstep: Class 11 contains 55458 members 
Mstep: Class 12 contains 57528 members 
Mstep: Class 13 contains 11912 members 
Mstep: Class 14 contains 57320 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 91096 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 47426 members 
Mstep: Class 25 contains 83358 members 
Mstep: Class 26 contains 13588 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72838 members 
Mstep: Class 30 contains 5912 members 
Mstep: Class 31 contains 56891 members 
Mstep: Class 32 contains 8182 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71939 members 
Mstep: Class 36 contains 16105 members 
Mstep: Class 37 contains 2138 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775376.000000 Penalty: 87559.406250
Iteration 135Q: 40 clusters Score -1.277754e+08 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 50425 members 
Mstep: Class 3 contains 66364 members 
Mstep: Class 4 contains 17360 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 53564 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 37481 members 
Mstep: Class 11 contains 55357 members 
Mstep: Class 12 contains 55891 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 58051 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 16274 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 91052 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 84262 members 
Mstep: Class 26 contains 13587 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72813 members 
Mstep: Class 30 contains 5920 members 
Mstep: Class 31 contains 57045 members 
Mstep: Class 32 contains 8266 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71805 members 
Mstep: Class 36 contains 16035 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775432.000000 Penalty: 87559.406250
Iteration 136Q: 40 clusters Score -1.277754e+08 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 50402 members 
Mstep: Class 3 contains 66388 members 
Mstep: Class 4 contains 17329 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 14343 members 
Mstep: Class 8 contains 53543 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 37863 members 
Mstep: Class 11 contains 55282 members 
Mstep: Class 12 contains 54546 members 
Mstep: Class 13 contains 11903 members 
Mstep: Class 14 contains 58811 members 
Mstep: Class 15 contains 5142 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 16376 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 91063 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 46814 members 
Mstep: Class 25 contains 84859 members 
Mstep: Class 26 contains 13590 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72734 members 
Mstep: Class 30 contains 5937 members 
Mstep: Class 31 contains 57163 members 
Mstep: Class 32 contains 8349 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71665 members 
Mstep: Class 36 contains 15966 members 
Mstep: Class 37 contains 2180 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774752.000000 Penalty: 87559.406250
Iteration 137Q: 40 clusters Score -1.277748e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 50383 members 
Mstep: Class 3 contains 66396 members 
Mstep: Class 4 contains 17300 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 14311 members 
Mstep: Class 8 contains 53542 members 
Mstep: Class 9 contains 14197 members 
Mstep: Class 10 contains 38215 members 
Mstep: Class 11 contains 55171 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 11895 members 
Mstep: Class 14 contains 59566 members 
Mstep: Class 15 contains 5141 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 16491 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 91123 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 46559 members 
Mstep: Class 25 contains 85122 members 
Mstep: Class 26 contains 13589 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72658 members 
Mstep: Class 30 contains 5956 members 
Mstep: Class 31 contains 57262 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71509 members 
Mstep: Class 36 contains 15917 members 
Mstep: Class 37 contains 2230 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774808.000000 Penalty: 87559.406250
Iteration 138Q: 40 clusters Score -1.277748e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 50399 members 
Mstep: Class 3 contains 66442 members 
Mstep: Class 4 contains 17257 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 14282 members 
Mstep: Class 8 contains 53531 members 
Mstep: Class 9 contains 14194 members 
Mstep: Class 10 contains 38590 members 
Mstep: Class 11 contains 55086 members 
Mstep: Class 12 contains 52708 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 60322 members 
Mstep: Class 15 contains 5139 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 16602 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 91179 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 46379 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 13591 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72580 members 
Mstep: Class 30 contains 5964 members 
Mstep: Class 31 contains 57210 members 
Mstep: Class 32 contains 8536 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71327 members 
Mstep: Class 36 contains 15875 members 
Mstep: Class 37 contains 2277 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774336.000000 Penalty: 87559.406250
Iteration 139Q: 40 clusters Score -1.277743e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 50384 members 
Mstep: Class 3 contains 66410 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 53521 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 10 contains 38994 members 
Mstep: Class 11 contains 54991 members 
Mstep: Class 12 contains 52098 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 61052 members 
Mstep: Class 15 contains 5138 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 16697 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 91217 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 46172 members 
Mstep: Class 25 contains 85093 members 
Mstep: Class 26 contains 13588 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72452 members 
Mstep: Class 30 contains 5970 members 
Mstep: Class 31 contains 57199 members 
Mstep: Class 32 contains 8624 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71190 members 
Mstep: Class 36 contains 15834 members 
Mstep: Class 37 contains 2327 members 
Mstep: Class 38 contains 86 members 
Mstep: Class 39 contains 43020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774192.000000 Penalty: 87559.406250
Iteration 140F: 40 clusters Score -1.277742e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 50342 members 
Mstep: Class 3 contains 66438 members 
Mstep: Class 4 contains 17192 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 53425 members 
Mstep: Class 9 contains 14160 members 
Mstep: Class 10 contains 39372 members 
Mstep: Class 11 contains 54804 members 
Mstep: Class 12 contains 51699 members 
Mstep: Class 13 contains 11905 members 
Mstep: Class 14 contains 61736 members 
Mstep: Class 15 contains 5135 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 17046 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 91204 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 45972 members 
Mstep: Class 25 contains 84847 members 
Mstep: Class 26 contains 13589 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72342 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 57188 members 
Mstep: Class 32 contains 8719 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71015 members 
Mstep: Class 36 contains 15788 members 
Mstep: Class 37 contains 2410 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774024.000000 Penalty: 87559.406250
Iteration 141Q: 40 clusters Score -1.27774e+08 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 50291 members 
Mstep: Class 3 contains 66481 members 
Mstep: Class 4 contains 17162 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 14200 members 
Mstep: Class 8 contains 53409 members 
Mstep: Class 9 contains 14139 members 
Mstep: Class 10 contains 39757 members 
Mstep: Class 11 contains 54583 members 
Mstep: Class 12 contains 51499 members 
Mstep: Class 13 contains 11908 members 
Mstep: Class 14 contains 62352 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 17357 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 91147 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 45808 members 
Mstep: Class 25 contains 84493 members 
Mstep: Class 26 contains 13587 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72235 members 
Mstep: Class 30 contains 6014 members 
Mstep: Class 31 contains 57143 members 
Mstep: Class 32 contains 8803 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70849 members 
Mstep: Class 36 contains 15737 members 
Mstep: Class 37 contains 2489 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774256.000000 Penalty: 87559.406250
Iteration 142Q: 40 clusters Score -1.277743e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 50262 members 
Mstep: Class 3 contains 66543 members 
Mstep: Class 4 contains 17143 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 14176 members 
Mstep: Class 8 contains 53419 members 
Mstep: Class 9 contains 14085 members 
Mstep: Class 10 contains 40209 members 
Mstep: Class 11 contains 54391 members 
Mstep: Class 12 contains 51418 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 63008 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 17619 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 91056 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 45631 members 
Mstep: Class 25 contains 83999 members 
Mstep: Class 26 contains 13586 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72125 members 
Mstep: Class 30 contains 6045 members 
Mstep: Class 31 contains 57046 members 
Mstep: Class 32 contains 8894 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70659 members 
Mstep: Class 36 contains 15683 members 
Mstep: Class 37 contains 2562 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774144.000000 Penalty: 87559.406250
Iteration 143Q: 40 clusters Score -1.277741e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 50222 members 
Mstep: Class 3 contains 66601 members 
Mstep: Class 4 contains 17118 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 14156 members 
Mstep: Class 8 contains 53448 members 
Mstep: Class 9 contains 14054 members 
Mstep: Class 10 contains 40636 members 
Mstep: Class 11 contains 54197 members 
Mstep: Class 12 contains 51492 members 
Mstep: Class 13 contains 11918 members 
Mstep: Class 14 contains 63628 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 17854 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90926 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45494 members 
Mstep: Class 25 contains 83355 members 
Mstep: Class 26 contains 13592 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72082 members 
Mstep: Class 30 contains 6058 members 
Mstep: Class 31 contains 56966 members 
Mstep: Class 32 contains 8970 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70499 members 
Mstep: Class 36 contains 15624 members 
Mstep: Class 37 contains 2622 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773880.000000 Penalty: 87559.406250
Iteration 144Q: 40 clusters Score -1.277739e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 50172 members 
Mstep: Class 3 contains 66698 members 
Mstep: Class 4 contains 17092 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 14141 members 
Mstep: Class 8 contains 53489 members 
Mstep: Class 9 contains 14034 members 
Mstep: Class 10 contains 41031 members 
Mstep: Class 11 contains 54004 members 
Mstep: Class 12 contains 51620 members 
Mstep: Class 13 contains 11922 members 
Mstep: Class 14 contains 64178 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 18058 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90784 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45322 members 
Mstep: Class 25 contains 82720 members 
Mstep: Class 26 contains 13587 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72027 members 
Mstep: Class 30 contains 6079 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 9041 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 70326 members 
Mstep: Class 36 contains 15569 members 
Mstep: Class 37 contains 2682 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773576.000000 Penalty: 87559.406250
Iteration 145Q: 40 clusters Score -1.277736e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 50132 members 
Mstep: Class 3 contains 66694 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 14116 members 
Mstep: Class 8 contains 53543 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 41508 members 
Mstep: Class 11 contains 53847 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 64673 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 18219 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90636 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45150 members 
Mstep: Class 25 contains 81993 members 
Mstep: Class 26 contains 13581 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71991 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 57070 members 
Mstep: Class 32 contains 9108 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70177 members 
Mstep: Class 36 contains 15517 members 
Mstep: Class 37 contains 2721 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773304.000000 Penalty: 87559.406250
Iteration 146Q: 40 clusters Score -1.277733e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 50088 members 
Mstep: Class 3 contains 66732 members 
Mstep: Class 4 contains 17057 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 14091 members 
Mstep: Class 8 contains 53568 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 41965 members 
Mstep: Class 11 contains 53687 members 
Mstep: Class 12 contains 52181 members 
Mstep: Class 13 contains 11933 members 
Mstep: Class 14 contains 65074 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18358 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90500 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45008 members 
Mstep: Class 25 contains 81303 members 
Mstep: Class 26 contains 13583 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71985 members 
Mstep: Class 30 contains 6113 members 
Mstep: Class 31 contains 57128 members 
Mstep: Class 32 contains 9178 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70035 members 
Mstep: Class 36 contains 15453 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773376.000000 Penalty: 87559.406250
Iteration 147Q: 40 clusters Score -1.277734e+08 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 50040 members 
Mstep: Class 3 contains 66681 members 
Mstep: Class 4 contains 17049 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 14062 members 
Mstep: Class 8 contains 53561 members 
Mstep: Class 9 contains 13975 members 
Mstep: Class 10 contains 42475 members 
Mstep: Class 11 contains 53538 members 
Mstep: Class 12 contains 52548 members 
Mstep: Class 13 contains 11933 members 
Mstep: Class 14 contains 65399 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18492 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90443 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44906 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 13592 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72000 members 
Mstep: Class 30 contains 6139 members 
Mstep: Class 31 contains 57162 members 
Mstep: Class 32 contains 9230 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69871 members 
Mstep: Class 36 contains 15399 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773568.000000 Penalty: 87559.406250
Iteration 148Q: 40 clusters Score -1.277736e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 50014 members 
Mstep: Class 3 contains 66595 members 
Mstep: Class 4 contains 17034 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 53541 members 
Mstep: Class 9 contains 13978 members 
Mstep: Class 10 contains 42984 members 
Mstep: Class 11 contains 53412 members 
Mstep: Class 12 contains 52880 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 65700 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18583 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90374 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44824 members 
Mstep: Class 25 contains 79993 members 
Mstep: Class 26 contains 13598 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72030 members 
Mstep: Class 30 contains 6162 members 
Mstep: Class 31 contains 57209 members 
Mstep: Class 32 contains 9283 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69736 members 
Mstep: Class 36 contains 15341 members 
Mstep: Class 37 contains 2774 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774160.000000 Penalty: 87559.406250
Iteration 149Q: 40 clusters Score -1.277742e+08 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 49985 members 
Mstep: Class 3 contains 66560 members 
Mstep: Class 4 contains 17017 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 14022 members 
Mstep: Class 8 contains 53503 members 
Mstep: Class 9 contains 13972 members 
Mstep: Class 10 contains 43442 members 
Mstep: Class 11 contains 53304 members 
Mstep: Class 12 contains 53208 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 65984 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18650 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90309 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44695 members 
Mstep: Class 25 contains 79379 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72057 members 
Mstep: Class 30 contains 6183 members 
Mstep: Class 31 contains 57304 members 
Mstep: Class 32 contains 9339 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69624 members 
Mstep: Class 36 contains 15274 members 
Mstep: Class 37 contains 2780 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774200.000000 Penalty: 87559.406250
Iteration 150Q: 40 clusters Score -1.277742e+08 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49987 members 
Mstep: Class 3 contains 66521 members 
Mstep: Class 4 contains 17008 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 53517 members 
Mstep: Class 9 contains 13969 members 
Mstep: Class 10 contains 43829 members 
Mstep: Class 11 contains 53191 members 
Mstep: Class 12 contains 53552 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 66246 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18709 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90194 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44616 members 
Mstep: Class 25 contains 78770 members 
Mstep: Class 26 contains 13606 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72092 members 
Mstep: Class 30 contains 6194 members 
Mstep: Class 31 contains 57431 members 
Mstep: Class 32 contains 9400 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69480 members 
Mstep: Class 36 contains 15204 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774768.000000 Penalty: 87559.406250
Iteration 151Q: 40 clusters Score -1.277748e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49989 members 
Mstep: Class 3 contains 66407 members 
Mstep: Class 4 contains 16990 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13980 members 
Mstep: Class 8 contains 53545 members 
Mstep: Class 9 contains 13964 members 
Mstep: Class 10 contains 44211 members 
Mstep: Class 11 contains 53091 members 
Mstep: Class 12 contains 53836 members 
Mstep: Class 13 contains 11934 members 
Mstep: Class 14 contains 66478 members 
Mstep: Class 15 contains 5119 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18764 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 90097 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44574 members 
Mstep: Class 25 contains 78260 members 
Mstep: Class 26 contains 13600 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72119 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 57555 members 
Mstep: Class 32 contains 9466 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69294 members 
Mstep: Class 36 contains 15145 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774616.000000 Penalty: 87559.406250
Iteration 152Q: 40 clusters Score -1.277746e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49975 members 
Mstep: Class 3 contains 66369 members 
Mstep: Class 4 contains 16970 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 53528 members 
Mstep: Class 9 contains 13955 members 
Mstep: Class 10 contains 44603 members 
Mstep: Class 11 contains 53031 members 
Mstep: Class 12 contains 54113 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 66645 members 
Mstep: Class 15 contains 5118 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18808 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 89993 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44534 members 
Mstep: Class 25 contains 77826 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72141 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 57665 members 
Mstep: Class 32 contains 9534 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69066 members 
Mstep: Class 36 contains 15085 members 
Mstep: Class 37 contains 2789 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774688.000000 Penalty: 87559.406250
Iteration 153Q: 40 clusters Score -1.277747e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49946 members 
Mstep: Class 3 contains 66325 members 
Mstep: Class 4 contains 16940 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 13951 members 
Mstep: Class 8 contains 53518 members 
Mstep: Class 9 contains 13965 members 
Mstep: Class 10 contains 44964 members 
Mstep: Class 11 contains 52934 members 
Mstep: Class 12 contains 54438 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 66752 members 
Mstep: Class 15 contains 5118 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18837 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 89870 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44499 members 
Mstep: Class 25 contains 77425 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72150 members 
Mstep: Class 30 contains 6263 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 9612 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68945 members 
Mstep: Class 36 contains 15038 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774880.000000 Penalty: 87559.406250
Iteration 154Q: 40 clusters Score -1.277749e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49911 members 
Mstep: Class 3 contains 66273 members 
Mstep: Class 4 contains 16911 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 13934 members 
Mstep: Class 8 contains 53515 members 
Mstep: Class 9 contains 13970 members 
Mstep: Class 10 contains 45315 members 
Mstep: Class 11 contains 52851 members 
Mstep: Class 12 contains 54762 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 66856 members 
Mstep: Class 15 contains 5119 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18854 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 89753 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44477 members 
Mstep: Class 25 contains 77018 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72169 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 57870 members 
Mstep: Class 32 contains 9672 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68812 members 
Mstep: Class 36 contains 15002 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775320.000000 Penalty: 87559.406250
Iteration 155Q: 40 clusters Score -1.277753e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49871 members 
Mstep: Class 3 contains 66104 members 
Mstep: Class 4 contains 16880 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 53563 members 
Mstep: Class 9 contains 13964 members 
Mstep: Class 10 contains 45683 members 
Mstep: Class 11 contains 52751 members 
Mstep: Class 12 contains 55101 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 66865 members 
Mstep: Class 15 contains 5117 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18865 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 89565 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44437 members 
Mstep: Class 25 contains 76713 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72185 members 
Mstep: Class 30 contains 6318 members 
Mstep: Class 31 contains 58087 members 
Mstep: Class 32 contains 9759 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68715 members 
Mstep: Class 36 contains 14982 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775272.000000 Penalty: 87559.406250
Iteration 156Q: 40 clusters Score -1.277753e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49861 members 
Mstep: Class 3 contains 65909 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 13894 members 
Mstep: Class 8 contains 53608 members 
Mstep: Class 9 contains 13958 members 
Mstep: Class 10 contains 46040 members 
Mstep: Class 11 contains 52675 members 
Mstep: Class 12 contains 55406 members 
Mstep: Class 13 contains 11918 members 
Mstep: Class 14 contains 66841 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18861 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 89327 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44462 members 
Mstep: Class 25 contains 76465 members 
Mstep: Class 26 contains 13609 members 
Mstep: Class 27 contains 1683 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72206 members 
Mstep: Class 30 contains 6342 members 
Mstep: Class 31 contains 58302 members 
Mstep: Class 32 contains 9826 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68606 members 
Mstep: Class 36 contains 14957 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775600.000000 Penalty: 87559.406250
Iteration 157Q: 40 clusters Score -1.277756e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49849 members 
Mstep: Class 3 contains 65649 members 
Mstep: Class 4 contains 16844 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13881 members 
Mstep: Class 8 contains 53652 members 
Mstep: Class 9 contains 13956 members 
Mstep: Class 10 contains 46471 members 
Mstep: Class 11 contains 52642 members 
Mstep: Class 12 contains 55695 members 
Mstep: Class 13 contains 11912 members 
Mstep: Class 14 contains 66768 members 
Mstep: Class 15 contains 5110 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18843 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 89159 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44479 members 
Mstep: Class 25 contains 76284 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72203 members 
Mstep: Class 30 contains 6346 members 
Mstep: Class 31 contains 58567 members 
Mstep: Class 32 contains 9891 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68378 members 
Mstep: Class 36 contains 14941 members 
Mstep: Class 37 contains 2720 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775848.000000 Penalty: 87559.406250
Iteration 158Q: 40 clusters Score -1.277758e+08 nChanged 3635
Entering ConstructFrom: 
Score: -127775848.000000 Penalty: 87559.406250
Entering ConstructFrom: 
Trying to split cluster 1 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -352398.125000 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -352398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -349765.156250 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -349765.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -350465.000000 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -350465 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -350618.062500 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -350618.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -350686.218750 Penalty: 2581.498779
	Iteration 3Q: 3 clusters Score -350686.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -350723.406250 Penalty: 2581.498779
	Iteration 4Q: 3 clusters Score -350723.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -350759.062500 Penalty: 2581.498779
	Iteration 5Q: 3 clusters Score -350759.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -350788.718750 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -350788.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -350821.531250 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -350821.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -350848.062500 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -350848.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -350872.812500 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -350872.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -350885.625000 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -350885.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -350894.468750 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -350894.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -350902.656250 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -350902.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -350915.343750 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -350915.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -350930.125000 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -350930.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -350943.406250 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -350943.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -350957.843750 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -350957.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -350976.562500 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -350976.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -350996.000000 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -350996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -351012.406250 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -351012.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -351035.406250 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -351035.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -351054.250000 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -351054.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -351069.250000 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -351069.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -351084.468750 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -351084.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -351096.562500 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -351096.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -351106.750000 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -351106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -351116.125000 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -351116.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -351124.312500 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -351124.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -351137.750000 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -351137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -351148.156250 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -351148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -351156.187500 Penalty: 2581.498779
	Iteration 30Q: 3 clusters Score -351156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -351166.312500 Penalty: 2581.498779
	Iteration 31Q: 3 clusters Score -351166.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -351185.656250 Penalty: 2581.498779
	Iteration 32Q: 3 clusters Score -351185.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -351202.187500 Penalty: 2581.498779
	Iteration 33Q: 3 clusters Score -351202.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -351230.406250 Penalty: 2581.498779
	Iteration 34Q: 3 clusters Score -351230.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -351255.718750 Penalty: 2581.498779
	Iteration 35Q: 3 clusters Score -351255.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -351282.281250 Penalty: 2581.498779
	Iteration 36Q: 3 clusters Score -351282.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -351298.687500 Penalty: 2581.498779
	Iteration 37Q: 3 clusters Score -351298.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -351312.343750 Penalty: 2581.498779
	Iteration 38Q: 3 clusters Score -351312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -351331.343750 Penalty: 2581.498779
	Iteration 39Q: 3 clusters Score -351331.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -351353.062500 Penalty: 2581.498779
	Iteration 40F: 3 clusters Score -351353.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -351376.062500 Penalty: 2581.498779
	Iteration 41Q: 3 clusters Score -351376.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -351388.906250 Penalty: 2581.498779
	Iteration 42Q: 3 clusters Score -351388.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -351400.906250 Penalty: 2581.498779
	Iteration 43Q: 3 clusters Score -351400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -351406.875000 Penalty: 2581.498779
	Iteration 44Q: 3 clusters Score -351406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -351410.562500 Penalty: 2581.498779
	Iteration 45Q: 3 clusters Score -351410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -351416.875000 Penalty: 2581.498779
	Iteration 46Q: 3 clusters Score -351416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -351422.906250 Penalty: 2581.498779
	Iteration 47Q: 3 clusters Score -351422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -351426.656250 Penalty: 2581.498779
	Iteration 48Q: 3 clusters Score -351426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -351428.843750 Penalty: 2581.498779
	Iteration 49Q: 3 clusters Score -351428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -351429.906250 Penalty: 2581.498779
	Iteration 50Q: 3 clusters Score -351429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -351429.906250 Penalty: 2581.498779
	Iteration 51F: 3 clusters Score -351429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Entering Unmasked Estep 
Score: -6255804.500000 Penalty: 1757.647461
	Iteration 0F: 2 clusters Score -6255804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -6222590.500000 Penalty: 3515.294922
	Iteration 0F: 3 clusters Score -6222590 nChanged 23145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -6235751.000000 Penalty: 3515.294922
	Iteration 1F: 3 clusters Score -6235751 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -6236315.000000 Penalty: 3515.294922
	Iteration 2Q: 3 clusters Score -6236315 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -6236903.000000 Penalty: 3515.294922
	Iteration 3Q: 3 clusters Score -6236903 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -6237595.000000 Penalty: 3515.294922
	Iteration 4Q: 3 clusters Score -6237595 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -6238555.000000 Penalty: 3515.294922
	Iteration 5Q: 3 clusters Score -6238555 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -6239941.500000 Penalty: 3515.294922
	Iteration 6F: 3 clusters Score -6239942 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -6242059.500000 Penalty: 3515.294922
	Iteration 7F: 3 clusters Score -6242060 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6244971.000000 Penalty: 3515.294922
	Iteration 8F: 3 clusters Score -6244971 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6248205.000000 Penalty: 3515.294922
	Iteration 9F: 3 clusters Score -6248205 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6250877.000000 Penalty: 3515.294922
	Iteration 10F: 3 clusters Score -6250877 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6252604.000000 Penalty: 3515.294922
	Iteration 11Q: 3 clusters Score -6252604 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6253466.500000 Penalty: 3515.294922
	Iteration 12Q: 3 clusters Score -6253466 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6253875.500000 Penalty: 3515.294922
	Iteration 13Q: 3 clusters Score -6253876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6254032.500000 Penalty: 3515.294922
	Iteration 14Q: 3 clusters Score -6254032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6254116.000000 Penalty: 3515.294922
	Iteration 15Q: 3 clusters Score -6254116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6254151.500000 Penalty: 3515.294922
	Iteration 16Q: 3 clusters Score -6254152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6254178.500000 Penalty: 3515.294922
	Iteration 17Q: 3 clusters Score -6254178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6254213.000000 Penalty: 3515.294922
	Iteration 18Q: 3 clusters Score -6254213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6254233.500000 Penalty: 3515.294922
	Iteration 19Q: 3 clusters Score -6254234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6254248.000000 Penalty: 3515.294922
	Iteration 20F: 3 clusters Score -6254248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6254263.000000 Penalty: 3515.294922
	Iteration 21Q: 3 clusters Score -6254263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6254275.500000 Penalty: 3515.294922
	Iteration 22Q: 3 clusters Score -6254276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6254285.000000 Penalty: 3515.294922
	Iteration 23Q: 3 clusters Score -6254285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6254288.500000 Penalty: 3515.294922
	Iteration 24Q: 3 clusters Score -6254288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6254288.500000 Penalty: 3515.294922
	Iteration 25F: 3 clusters Score -6254288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Entering Unmasked Estep 
Score: -8705932.000000 Penalty: 1801.859985
	Iteration 0F: 2 clusters Score -8705932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -8662986.000000 Penalty: 3603.719971
	Iteration 0F: 3 clusters Score -8662986 nChanged 30971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -8680598.000000 Penalty: 3603.719971
	Iteration 1F: 3 clusters Score -8680598 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -8681182.000000 Penalty: 3603.719971
	Iteration 2Q: 3 clusters Score -8681182 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -8681855.000000 Penalty: 3603.719971
	Iteration 3Q: 3 clusters Score -8681855 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -8682932.000000 Penalty: 3603.719971
	Iteration 4Q: 3 clusters Score -8682932 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -8684857.000000 Penalty: 3603.719971
	Iteration 5F: 3 clusters Score -8684857 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -8688370.000000 Penalty: 3603.719971
	Iteration 6F: 3 clusters Score -8688370 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -8693944.000000 Penalty: 3603.719971
	Iteration 7F: 3 clusters Score -8693944 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -8699404.000000 Penalty: 3603.719971
	Iteration 8F: 3 clusters Score -8699404 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -8701981.000000 Penalty: 3603.719971
	Iteration 9F: 3 clusters Score -8701981 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -8703238.000000 Penalty: 3603.719971
	Iteration 10Q: 3 clusters Score -8703238 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -8703885.000000 Penalty: 3603.719971
	Iteration 11Q: 3 clusters Score -8703885 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -8704437.000000 Penalty: 3603.719971
	Iteration 12Q: 3 clusters Score -8704437 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -8704634.000000 Penalty: 3603.719971
	Iteration 13Q: 3 clusters Score -8704634 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -8704692.000000 Penalty: 3603.719971
	Iteration 14Q: 3 clusters Score -8704692 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -8704776.000000 Penalty: 3603.719971
	Iteration 15Q: 3 clusters Score -8704776 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -8704807.000000 Penalty: 3603.719971
	Iteration 16Q: 3 clusters Score -8704807 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -8704844.000000 Penalty: 3603.719971
	Iteration 17Q: 3 clusters Score -8704844 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -8704880.000000 Penalty: 3603.719971
	Iteration 18Q: 3 clusters Score -8704880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -8704889.000000 Penalty: 3603.719971
	Iteration 19Q: 3 clusters Score -8704889 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -8704876.000000 Penalty: 3603.719971
	Iteration 20F: 3 clusters Score -8704876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8704872.000000 Penalty: 3603.719971
	Iteration 21Q: 3 clusters Score -8704872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8704889.000000 Penalty: 3603.719971
	Iteration 22Q: 3 clusters Score -8704889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -8704874.000000 Penalty: 3603.719971
	Iteration 23Q: 3 clusters Score -8704874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -8704860.000000 Penalty: 3603.719971
	Iteration 24Q: 3 clusters Score -8704860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -8704867.000000 Penalty: 3603.719971
	Iteration 25Q: 3 clusters Score -8704867 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -8704849.000000 Penalty: 3603.719971
	Iteration 26Q: 3 clusters Score -8704849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -8704836.000000 Penalty: 3603.719971
	Iteration 27Q: 3 clusters Score -8704836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -8704802.000000 Penalty: 3603.719971
	Iteration 28Q: 3 clusters Score -8704802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -8704796.000000 Penalty: 3603.719971
	Iteration 29Q: 3 clusters Score -8704796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -8704813.000000 Penalty: 3603.719971
	Iteration 30Q: 3 clusters Score -8704813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -8704799.000000 Penalty: 3603.719971
	Iteration 31Q: 3 clusters Score -8704799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8704790.000000 Penalty: 3603.719971
	Iteration 32Q: 3 clusters Score -8704790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -8704765.000000 Penalty: 3603.719971
	Iteration 33Q: 3 clusters Score -8704765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -8704774.000000 Penalty: 3603.719971
	Iteration 34Q: 3 clusters Score -8704774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8704784.000000 Penalty: 3603.719971
	Iteration 35Q: 3 clusters Score -8704784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -8704779.000000 Penalty: 3603.719971
	Iteration 36Q: 3 clusters Score -8704779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -8704765.000000 Penalty: 3603.719971
	Iteration 37Q: 3 clusters Score -8704765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -8704789.000000 Penalty: 3603.719971
	Iteration 38Q: 3 clusters Score -8704789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -8704779.000000 Penalty: 3603.719971
	Iteration 39Q: 3 clusters Score -8704779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -8704794.000000 Penalty: 3603.719971
	Iteration 40F: 3 clusters Score -8704794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -8704800.000000 Penalty: 3603.719971
	Iteration 41Q: 3 clusters Score -8704800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -8704795.000000 Penalty: 3603.719971
	Iteration 42Q: 3 clusters Score -8704795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8704795.000000 Penalty: 3603.719971
	Iteration 43Q: 3 clusters Score -8704795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -8704787.000000 Penalty: 3603.719971
	Iteration 44Q: 3 clusters Score -8704787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8704792.000000 Penalty: 3603.719971
	Iteration 45Q: 3 clusters Score -8704792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8704800.000000 Penalty: 3603.719971
	Iteration 46Q: 3 clusters Score -8704800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -8704792.000000 Penalty: 3603.719971
	Iteration 47Q: 3 clusters Score -8704792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -8704788.000000 Penalty: 3603.719971
	Iteration 48Q: 3 clusters Score -8704788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8704805.000000 Penalty: 3603.719971
	Iteration 49Q: 3 clusters Score -8704805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -8704803.000000 Penalty: 3603.719971
	Iteration 50Q: 3 clusters Score -8704803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8704777.000000 Penalty: 3603.719971
	Iteration 51Q: 3 clusters Score -8704777 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8704786.000000 Penalty: 3603.719971
	Iteration 52Q: 3 clusters Score -8704786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8704785.000000 Penalty: 3603.719971
	Iteration 53Q: 3 clusters Score -8704785 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -8704795.000000 Penalty: 3603.719971
	Iteration 54Q: 3 clusters Score -8704795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -8704788.000000 Penalty: 3603.719971
	Iteration 55Q: 3 clusters Score -8704788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8704801.000000 Penalty: 3603.719971
	Iteration 56Q: 3 clusters Score -8704801 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8704773.000000 Penalty: 3603.719971
	Iteration 57Q: 3 clusters Score -8704773 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -8704770.000000 Penalty: 3603.719971
	Iteration 58Q: 3 clusters Score -8704770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8704753.000000 Penalty: 3603.719971
	Iteration 59Q: 3 clusters Score -8704753 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -8704731.000000 Penalty: 3603.719971
	Iteration 60F: 3 clusters Score -8704731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8704742.000000 Penalty: 3603.719971
	Iteration 61Q: 3 clusters Score -8704742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8704725.000000 Penalty: 3603.719971
	Iteration 62Q: 3 clusters Score -8704725 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -8704714.000000 Penalty: 3603.719971
	Iteration 63Q: 3 clusters Score -8704714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -8704715.000000 Penalty: 3603.719971
	Iteration 64Q: 3 clusters Score -8704715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8704727.000000 Penalty: 3603.719971
	Iteration 65Q: 3 clusters Score -8704727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -8704724.000000 Penalty: 3603.719971
	Iteration 66Q: 3 clusters Score -8704724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -8704725.000000 Penalty: 3603.719971
	Iteration 67Q: 3 clusters Score -8704725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -8704735.000000 Penalty: 3603.719971
	Iteration 68Q: 3 clusters Score -8704735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -8704746.000000 Penalty: 3603.719971
	Iteration 69Q: 3 clusters Score -8704746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -8704749.000000 Penalty: 3603.719971
	Iteration 70Q: 3 clusters Score -8704749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8704742.000000 Penalty: 3603.719971
	Iteration 71Q: 3 clusters Score -8704742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -8704746.000000 Penalty: 3603.719971
	Iteration 72Q: 3 clusters Score -8704746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -8704738.000000 Penalty: 3603.719971
	Iteration 73Q: 3 clusters Score -8704738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8704739.000000 Penalty: 3603.719971
	Iteration 74Q: 3 clusters Score -8704739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -8704746.000000 Penalty: 3603.719971
	Iteration 75Q: 3 clusters Score -8704746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8704743.000000 Penalty: 3603.719971
	Iteration 76Q: 3 clusters Score -8704743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8704739.000000 Penalty: 3603.719971
	Iteration 77Q: 3 clusters Score -8704739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8704734.000000 Penalty: 3603.719971
	Iteration 78Q: 3 clusters Score -8704734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8704733.000000 Penalty: 3603.719971
	Iteration 79Q: 3 clusters Score -8704733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8704738.000000 Penalty: 3603.719971
	Iteration 80F: 3 clusters Score -8704738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -8704739.000000 Penalty: 3603.719971
	Iteration 81Q: 3 clusters Score -8704739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8704730.000000 Penalty: 3603.719971
	Iteration 82Q: 3 clusters Score -8704730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -8704735.000000 Penalty: 3603.719971
	Iteration 83Q: 3 clusters Score -8704735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8704738.000000 Penalty: 3603.719971
	Iteration 84Q: 3 clusters Score -8704738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -8704733.000000 Penalty: 3603.719971
	Iteration 85Q: 3 clusters Score -8704733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8704737.000000 Penalty: 3603.719971
	Iteration 86Q: 3 clusters Score -8704737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8704738.000000 Penalty: 3603.719971
	Iteration 87Q: 3 clusters Score -8704738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8704739.000000 Penalty: 3603.719971
	Iteration 88Q: 3 clusters Score -8704739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8704740.000000 Penalty: 3603.719971
	Iteration 89Q: 3 clusters Score -8704740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8704740.000000 Penalty: 3603.719971
	Iteration 90F: 3 clusters Score -8704740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2157273.000000 Penalty: 1581.197021
	Iteration 0F: 2 clusters Score -2157273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2145656.500000 Penalty: 3162.394043
	Iteration 0F: 3 clusters Score -2145656 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2149645.000000 Penalty: 3162.394043
	Iteration 1F: 3 clusters Score -2149645 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2149950.500000 Penalty: 3162.394043
	Iteration 2Q: 3 clusters Score -2149950 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2150223.500000 Penalty: 3162.394043
	Iteration 3Q: 3 clusters Score -2150224 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2150482.500000 Penalty: 3162.394043
	Iteration 4Q: 3 clusters Score -2150482 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2150732.000000 Penalty: 3162.394043
	Iteration 5Q: 3 clusters Score -2150732 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2150990.750000 Penalty: 3162.394043
	Iteration 6Q: 3 clusters Score -2150991 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2151317.250000 Penalty: 3162.394043
	Iteration 7Q: 3 clusters Score -2151317 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2151752.000000 Penalty: 3162.394043
	Iteration 8Q: 3 clusters Score -2151752 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2152330.000000 Penalty: 3162.394043
	Iteration 9F: 3 clusters Score -2152330 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2152993.250000 Penalty: 3162.394043
	Iteration 10F: 3 clusters Score -2152993 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2153657.000000 Penalty: 3162.394043
	Iteration 11F: 3 clusters Score -2153657 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2154249.500000 Penalty: 3162.394043
	Iteration 12Q: 3 clusters Score -2154250 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2154779.000000 Penalty: 3162.394043
	Iteration 13Q: 3 clusters Score -2154779 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2155154.500000 Penalty: 3162.394043
	Iteration 14Q: 3 clusters Score -2155154 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2155412.000000 Penalty: 3162.394043
	Iteration 15Q: 3 clusters Score -2155412 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2155566.750000 Penalty: 3162.394043
	Iteration 16Q: 3 clusters Score -2155567 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2155680.000000 Penalty: 3162.394043
	Iteration 17Q: 3 clusters Score -2155680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2155748.250000 Penalty: 3162.394043
	Iteration 18Q: 3 clusters Score -2155748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2155805.000000 Penalty: 3162.394043
	Iteration 19Q: 3 clusters Score -2155805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2155840.500000 Penalty: 3162.394043
	Iteration 20F: 3 clusters Score -2155840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2155862.250000 Penalty: 3162.394043
	Iteration 21Q: 3 clusters Score -2155862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2155874.750000 Penalty: 3162.394043
	Iteration 22Q: 3 clusters Score -2155875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2155882.000000 Penalty: 3162.394043
	Iteration 23Q: 3 clusters Score -2155882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2155894.000000 Penalty: 3162.394043
	Iteration 24Q: 3 clusters Score -2155894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2155906.000000 Penalty: 3162.394043
	Iteration 25Q: 3 clusters Score -2155906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2155921.750000 Penalty: 3162.394043
	Iteration 26Q: 3 clusters Score -2155922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2155933.250000 Penalty: 3162.394043
	Iteration 27Q: 3 clusters Score -2155933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2155936.250000 Penalty: 3162.394043
	Iteration 28Q: 3 clusters Score -2155936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2155944.750000 Penalty: 3162.394043
	Iteration 29Q: 3 clusters Score -2155945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2155943.000000 Penalty: 3162.394043
	Iteration 30Q: 3 clusters Score -2155943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2155945.750000 Penalty: 3162.394043
	Iteration 31Q: 3 clusters Score -2155946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2155949.500000 Penalty: 3162.394043
	Iteration 32Q: 3 clusters Score -2155950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2155953.250000 Penalty: 3162.394043
	Iteration 33Q: 3 clusters Score -2155953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2155952.750000 Penalty: 3162.394043
	Iteration 34Q: 3 clusters Score -2155953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2155952.000000 Penalty: 3162.394043
	Iteration 35Q: 3 clusters Score -2155952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2155952.000000 Penalty: 3162.394043
	Iteration 36F: 3 clusters Score -2155952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -615253.250000 Penalty: 1377.545654
	Iteration 0F: 2 clusters Score -615253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -611365.562500 Penalty: 2755.091309
	Iteration 0F: 3 clusters Score -611365.6 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -612429.187500 Penalty: 2755.091309
	Iteration 1F: 3 clusters Score -612429.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -612623.625000 Penalty: 2755.091309
	Iteration 2F: 3 clusters Score -612623.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -612748.687500 Penalty: 2755.091309
	Iteration 3F: 3 clusters Score -612748.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -612864.625000 Penalty: 2755.091309
	Iteration 4Q: 3 clusters Score -612864.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -612988.312500 Penalty: 2755.091309
	Iteration 5Q: 3 clusters Score -612988.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -613129.750000 Penalty: 2755.091309
	Iteration 6Q: 3 clusters Score -613129.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -613301.937500 Penalty: 2755.091309
	Iteration 7Q: 3 clusters Score -613301.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -613489.312500 Penalty: 2755.091309
	Iteration 8F: 3 clusters Score -613489.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -613639.687500 Penalty: 2755.091309
	Iteration 9Q: 3 clusters Score -613639.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -613750.125000 Penalty: 2755.091309
	Iteration 10Q: 3 clusters Score -613750.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -613824.750000 Penalty: 2755.091309
	Iteration 11Q: 3 clusters Score -613824.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -613862.500000 Penalty: 2755.091309
	Iteration 12Q: 3 clusters Score -613862.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -613889.250000 Penalty: 2755.091309
	Iteration 13Q: 3 clusters Score -613889.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -613914.000000 Penalty: 2755.091309
	Iteration 14Q: 3 clusters Score -613914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -613937.312500 Penalty: 2755.091309
	Iteration 15Q: 3 clusters Score -613937.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -613952.937500 Penalty: 2755.091309
	Iteration 16Q: 3 clusters Score -613952.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -613965.125000 Penalty: 2755.091309
	Iteration 17Q: 3 clusters Score -613965.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -613974.250000 Penalty: 2755.091309
	Iteration 18Q: 3 clusters Score -613974.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -613980.000000 Penalty: 2755.091309
	Iteration 19Q: 3 clusters Score -613980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -613985.375000 Penalty: 2755.091309
	Iteration 20F: 3 clusters Score -613985.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -613992.625000 Penalty: 2755.091309
	Iteration 21Q: 3 clusters Score -613992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -613996.312500 Penalty: 2755.091309
	Iteration 22Q: 3 clusters Score -613996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -614001.125000 Penalty: 2755.091309
	Iteration 23Q: 3 clusters Score -614001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -614003.437500 Penalty: 2755.091309
	Iteration 24Q: 3 clusters Score -614003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -614004.812500 Penalty: 2755.091309
	Iteration 25Q: 3 clusters Score -614004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -614006.125000 Penalty: 2755.091309
	Iteration 26Q: 3 clusters Score -614006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -614007.750000 Penalty: 2755.091309
	Iteration 27Q: 3 clusters Score -614007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -614008.562500 Penalty: 2755.091309
	Iteration 28Q: 3 clusters Score -614008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -614010.750000 Penalty: 2755.091309
	Iteration 29Q: 3 clusters Score -614010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -614012.000000 Penalty: 2755.091309
	Iteration 30Q: 3 clusters Score -614012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -614013.562500 Penalty: 2755.091309
	Iteration 31Q: 3 clusters Score -614013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -614015.125000 Penalty: 2755.091309
	Iteration 32Q: 3 clusters Score -614015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -614016.562500 Penalty: 2755.091309
	Iteration 33Q: 3 clusters Score -614016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -614017.375000 Penalty: 2755.091309
	Iteration 34Q: 3 clusters Score -614017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -614020.062500 Penalty: 2755.091309
	Iteration 35Q: 3 clusters Score -614020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -614021.375000 Penalty: 2755.091309
	Iteration 36Q: 3 clusters Score -614021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -614023.812500 Penalty: 2755.091309
	Iteration 37Q: 3 clusters Score -614023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -614026.125000 Penalty: 2755.091309
	Iteration 38Q: 3 clusters Score -614026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -614027.125000 Penalty: 2755.091309
	Iteration 39Q: 3 clusters Score -614027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -614027.937500 Penalty: 2755.091309
	Iteration 40F: 3 clusters Score -614027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -614029.750000 Penalty: 2755.091309
	Iteration 41Q: 3 clusters Score -614029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -614030.437500 Penalty: 2755.091309
	Iteration 42Q: 3 clusters Score -614030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -614030.750000 Penalty: 2755.091309
	Iteration 43Q: 3 clusters Score -614030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -614031.750000 Penalty: 2755.091309
	Iteration 44Q: 3 clusters Score -614031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -614031.750000 Penalty: 2755.091309
	Iteration 45F: 3 clusters Score -614031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -807664.625000 Penalty: 1423.599121
	Iteration 0F: 2 clusters Score -807664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -802856.750000 Penalty: 2847.198242
	Iteration 0F: 3 clusters Score -802856.8 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -804388.062500 Penalty: 2847.198242
	Iteration 1F: 3 clusters Score -804388.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -804623.062500 Penalty: 2847.198242
	Iteration 2F: 3 clusters Score -804623.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -804824.500000 Penalty: 2847.198242
	Iteration 3F: 3 clusters Score -804824.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -805033.500000 Penalty: 2847.198242
	Iteration 4F: 3 clusters Score -805033.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -805213.062500 Penalty: 2847.198242
	Iteration 5Q: 3 clusters Score -805213.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -805368.312500 Penalty: 2847.198242
	Iteration 6Q: 3 clusters Score -805368.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -805546.187500 Penalty: 2847.198242
	Iteration 7Q: 3 clusters Score -805546.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -805705.375000 Penalty: 2847.198242
	Iteration 8Q: 3 clusters Score -805705.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -805847.625000 Penalty: 2847.198242
	Iteration 9Q: 3 clusters Score -805847.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -805973.937500 Penalty: 2847.198242
	Iteration 10Q: 3 clusters Score -805973.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -806091.437500 Penalty: 2847.198242
	Iteration 11Q: 3 clusters Score -806091.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -806197.437500 Penalty: 2847.198242
	Iteration 12Q: 3 clusters Score -806197.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -806258.500000 Penalty: 2847.198242
	Iteration 13Q: 3 clusters Score -806258.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -806305.000000 Penalty: 2847.198242
	Iteration 14Q: 3 clusters Score -806305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -806333.937500 Penalty: 2847.198242
	Iteration 15Q: 3 clusters Score -806333.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -806353.500000 Penalty: 2847.198242
	Iteration 16Q: 3 clusters Score -806353.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -806369.187500 Penalty: 2847.198242
	Iteration 17Q: 3 clusters Score -806369.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -806380.000000 Penalty: 2847.198242
	Iteration 18Q: 3 clusters Score -806380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -806386.062500 Penalty: 2847.198242
	Iteration 19Q: 3 clusters Score -806386.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -806395.062500 Penalty: 2847.198242
	Iteration 20F: 3 clusters Score -806395.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -806400.500000 Penalty: 2847.198242
	Iteration 21Q: 3 clusters Score -806400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -806407.062500 Penalty: 2847.198242
	Iteration 22Q: 3 clusters Score -806407.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -806411.875000 Penalty: 2847.198242
	Iteration 23Q: 3 clusters Score -806411.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -806415.187500 Penalty: 2847.198242
	Iteration 24Q: 3 clusters Score -806415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -806419.875000 Penalty: 2847.198242
	Iteration 25Q: 3 clusters Score -806419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -806422.875000 Penalty: 2847.198242
	Iteration 26Q: 3 clusters Score -806422.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -806425.375000 Penalty: 2847.198242
	Iteration 27Q: 3 clusters Score -806425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -806430.187500 Penalty: 2847.198242
	Iteration 28Q: 3 clusters Score -806430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -806431.375000 Penalty: 2847.198242
	Iteration 29Q: 3 clusters Score -806431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -806433.812500 Penalty: 2847.198242
	Iteration 30Q: 3 clusters Score -806433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -806436.000000 Penalty: 2847.198242
	Iteration 31Q: 3 clusters Score -806436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -806436.875000 Penalty: 2847.198242
	Iteration 32Q: 3 clusters Score -806436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -806439.187500 Penalty: 2847.198242
	Iteration 33Q: 3 clusters Score -806439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -806440.312500 Penalty: 2847.198242
	Iteration 34Q: 3 clusters Score -806440.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -806442.437500 Penalty: 2847.198242
	Iteration 35Q: 3 clusters Score -806442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -806443.250000 Penalty: 2847.198242
	Iteration 36Q: 3 clusters Score -806443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -806445.125000 Penalty: 2847.198242
	Iteration 37Q: 3 clusters Score -806445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -806446.437500 Penalty: 2847.198242
	Iteration 38Q: 3 clusters Score -806446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -806446.187500 Penalty: 2847.198242
	Iteration 39Q: 3 clusters Score -806446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -806449.875000 Penalty: 2847.198242
	Iteration 40F: 3 clusters Score -806449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -806450.562500 Penalty: 2847.198242
	Iteration 41Q: 3 clusters Score -806450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -806456.187500 Penalty: 2847.198242
	Iteration 42Q: 3 clusters Score -806456.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -806457.000000 Penalty: 2847.198242
	Iteration 43Q: 3 clusters Score -806457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -806457.500000 Penalty: 2847.198242
	Iteration 44Q: 3 clusters Score -806457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -806458.812500 Penalty: 2847.198242
	Iteration 45Q: 3 clusters Score -806458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -806462.875000 Penalty: 2847.198242
	Iteration 46Q: 3 clusters Score -806462.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -806466.937500 Penalty: 2847.198242
	Iteration 47Q: 3 clusters Score -806466.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -806470.125000 Penalty: 2847.198242
	Iteration 48Q: 3 clusters Score -806470.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -806474.812500 Penalty: 2847.198242
	Iteration 49Q: 3 clusters Score -806474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -806476.562500 Penalty: 2847.198242
	Iteration 50Q: 3 clusters Score -806476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -806477.875000 Penalty: 2847.198242
	Iteration 51Q: 3 clusters Score -806477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -806478.562500 Penalty: 2847.198242
	Iteration 52Q: 3 clusters Score -806478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -806480.375000 Penalty: 2847.198242
	Iteration 53Q: 3 clusters Score -806480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -806479.562500 Penalty: 2847.198242
	Iteration 54Q: 3 clusters Score -806479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -806480.187500 Penalty: 2847.198242
	Iteration 55Q: 3 clusters Score -806480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -806479.312500 Penalty: 2847.198242
	Iteration 56Q: 3 clusters Score -806479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -806479.312500 Penalty: 2847.198242
	Iteration 57F: 3 clusters Score -806479.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Entering Unmasked Estep 
Score: -1643188.750000 Penalty: 1549.735596
	Iteration 0F: 2 clusters Score -1643189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1633605.500000 Penalty: 3099.471191
	Iteration 0F: 3 clusters Score -1633606 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1637181.625000 Penalty: 3099.471191
	Iteration 1F: 3 clusters Score -1637182 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1637697.875000 Penalty: 3099.471191
	Iteration 2F: 3 clusters Score -1637698 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1638264.750000 Penalty: 3099.471191
	Iteration 3F: 3 clusters Score -1638265 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1638875.500000 Penalty: 3099.471191
	Iteration 4F: 3 clusters Score -1638876 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1639385.875000 Penalty: 3099.471191
	Iteration 5F: 3 clusters Score -1639386 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1639784.625000 Penalty: 3099.471191
	Iteration 6F: 3 clusters Score -1639785 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1640102.250000 Penalty: 3099.471191
	Iteration 7Q: 3 clusters Score -1640102 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1640305.500000 Penalty: 3099.471191
	Iteration 8Q: 3 clusters Score -1640306 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1640425.375000 Penalty: 3099.471191
	Iteration 9Q: 3 clusters Score -1640425 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1640496.625000 Penalty: 3099.471191
	Iteration 10Q: 3 clusters Score -1640497 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1640566.500000 Penalty: 3099.471191
	Iteration 11Q: 3 clusters Score -1640566 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1640603.625000 Penalty: 3099.471191
	Iteration 12Q: 3 clusters Score -1640604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1640637.875000 Penalty: 3099.471191
	Iteration 13Q: 3 clusters Score -1640638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1640666.625000 Penalty: 3099.471191
	Iteration 14Q: 3 clusters Score -1640667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1640697.500000 Penalty: 3099.471191
	Iteration 15Q: 3 clusters Score -1640698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1640720.375000 Penalty: 3099.471191
	Iteration 16Q: 3 clusters Score -1640720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1640751.750000 Penalty: 3099.471191
	Iteration 17Q: 3 clusters Score -1640752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1640767.750000 Penalty: 3099.471191
	Iteration 18Q: 3 clusters Score -1640768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1640786.375000 Penalty: 3099.471191
	Iteration 19Q: 3 clusters Score -1640786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1640810.250000 Penalty: 3099.471191
	Iteration 20F: 3 clusters Score -1640810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1640835.875000 Penalty: 3099.471191
	Iteration 21Q: 3 clusters Score -1640836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1640858.875000 Penalty: 3099.471191
	Iteration 22Q: 3 clusters Score -1640859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1640879.500000 Penalty: 3099.471191
	Iteration 23Q: 3 clusters Score -1640880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1640899.750000 Penalty: 3099.471191
	Iteration 24Q: 3 clusters Score -1640900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1640924.375000 Penalty: 3099.471191
	Iteration 25Q: 3 clusters Score -1640924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1640955.750000 Penalty: 3099.471191
	Iteration 26Q: 3 clusters Score -1640956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1640978.875000 Penalty: 3099.471191
	Iteration 27Q: 3 clusters Score -1640979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1640997.375000 Penalty: 3099.471191
	Iteration 28Q: 3 clusters Score -1640997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1641021.750000 Penalty: 3099.471191
	Iteration 29Q: 3 clusters Score -1641022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1641038.000000 Penalty: 3099.471191
	Iteration 30Q: 3 clusters Score -1641038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1641058.625000 Penalty: 3099.471191
	Iteration 31Q: 3 clusters Score -1641059 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1641080.125000 Penalty: 3099.471191
	Iteration 32Q: 3 clusters Score -1641080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1641105.250000 Penalty: 3099.471191
	Iteration 33Q: 3 clusters Score -1641105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1641121.375000 Penalty: 3099.471191
	Iteration 34Q: 3 clusters Score -1641121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1641147.875000 Penalty: 3099.471191
	Iteration 35Q: 3 clusters Score -1641148 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1641168.250000 Penalty: 3099.471191
	Iteration 36Q: 3 clusters Score -1641168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1641205.125000 Penalty: 3099.471191
	Iteration 37Q: 3 clusters Score -1641205 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1641246.000000 Penalty: 3099.471191
	Iteration 38Q: 3 clusters Score -1641246 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1641281.875000 Penalty: 3099.471191
	Iteration 39Q: 3 clusters Score -1641282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1641338.500000 Penalty: 3099.471191
	Iteration 40F: 3 clusters Score -1641338 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1641379.250000 Penalty: 3099.471191
	Iteration 41Q: 3 clusters Score -1641379 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1641452.625000 Penalty: 3099.471191
	Iteration 42Q: 3 clusters Score -1641453 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1641547.000000 Penalty: 3099.471191
	Iteration 43Q: 3 clusters Score -1641547 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1641655.125000 Penalty: 3099.471191
	Iteration 44Q: 3 clusters Score -1641655 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1641771.500000 Penalty: 3099.471191
	Iteration 45Q: 3 clusters Score -1641772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1641897.625000 Penalty: 3099.471191
	Iteration 46Q: 3 clusters Score -1641898 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1642058.125000 Penalty: 3099.471191
	Iteration 47Q: 3 clusters Score -1642058 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1642217.375000 Penalty: 3099.471191
	Iteration 48Q: 3 clusters Score -1642217 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1642360.625000 Penalty: 3099.471191
	Iteration 49Q: 3 clusters Score -1642361 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1642465.875000 Penalty: 3099.471191
	Iteration 50Q: 3 clusters Score -1642466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1642538.000000 Penalty: 3099.471191
	Iteration 51Q: 3 clusters Score -1642538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1642588.375000 Penalty: 3099.471191
	Iteration 52Q: 3 clusters Score -1642588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1642635.500000 Penalty: 3099.471191
	Iteration 53Q: 3 clusters Score -1642636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1642666.750000 Penalty: 3099.471191
	Iteration 54Q: 3 clusters Score -1642667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1642696.500000 Penalty: 3099.471191
	Iteration 55Q: 3 clusters Score -1642696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1642711.375000 Penalty: 3099.471191
	Iteration 56Q: 3 clusters Score -1642711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1642721.375000 Penalty: 3099.471191
	Iteration 57Q: 3 clusters Score -1642721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1642724.750000 Penalty: 3099.471191
	Iteration 58Q: 3 clusters Score -1642725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1642728.500000 Penalty: 3099.471191
	Iteration 59Q: 3 clusters Score -1642728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1642731.875000 Penalty: 3099.471191
	Iteration 60F: 3 clusters Score -1642732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1642733.750000 Penalty: 3099.471191
	Iteration 61Q: 3 clusters Score -1642734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1642736.375000 Penalty: 3099.471191
	Iteration 62Q: 3 clusters Score -1642736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1642739.250000 Penalty: 3099.471191
	Iteration 63Q: 3 clusters Score -1642739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1642738.125000 Penalty: 3099.471191
	Iteration 64Q: 3 clusters Score -1642738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1642743.625000 Penalty: 3099.471191
	Iteration 65Q: 3 clusters Score -1642744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1642744.375000 Penalty: 3099.471191
	Iteration 66Q: 3 clusters Score -1642744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1642746.750000 Penalty: 3099.471191
	Iteration 67Q: 3 clusters Score -1642747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1642746.750000 Penalty: 3099.471191
	Iteration 68F: 3 clusters Score -1642747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Entering Unmasked Estep 
Score: -7093247.500000 Penalty: 1769.911621
	Iteration 0F: 2 clusters Score -7093248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -7057440.500000 Penalty: 3539.823242
	Iteration 0F: 3 clusters Score -7057440 nChanged 25251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -7071823.500000 Penalty: 3539.823242
	Iteration 1F: 3 clusters Score -7071824 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -7072586.000000 Penalty: 3539.823242
	Iteration 2Q: 3 clusters Score -7072586 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -7073792.500000 Penalty: 3539.823242
	Iteration 3Q: 3 clusters Score -7073792 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -7075714.000000 Penalty: 3539.823242
	Iteration 4F: 3 clusters Score -7075714 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -7078344.000000 Penalty: 3539.823242
	Iteration 5F: 3 clusters Score -7078344 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7081999.500000 Penalty: 3539.823242
	Iteration 6F: 3 clusters Score -7082000 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -7085630.500000 Penalty: 3539.823242
	Iteration 7F: 3 clusters Score -7085630 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7088251.000000 Penalty: 3539.823242
	Iteration 8F: 3 clusters Score -7088251 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7089500.500000 Penalty: 3539.823242
	Iteration 9Q: 3 clusters Score -7089500 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -7090103.500000 Penalty: 3539.823242
	Iteration 10Q: 3 clusters Score -7090104 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -7090479.500000 Penalty: 3539.823242
	Iteration 11Q: 3 clusters Score -7090480 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -7090712.000000 Penalty: 3539.823242
	Iteration 12Q: 3 clusters Score -7090712 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -7090909.000000 Penalty: 3539.823242
	Iteration 13Q: 3 clusters Score -7090909 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -7091056.500000 Penalty: 3539.823242
	Iteration 14Q: 3 clusters Score -7091056 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -7091146.500000 Penalty: 3539.823242
	Iteration 15Q: 3 clusters Score -7091146 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -7091232.000000 Penalty: 3539.823242
	Iteration 16Q: 3 clusters Score -7091232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -7091292.000000 Penalty: 3539.823242
	Iteration 17Q: 3 clusters Score -7091292 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -7091359.000000 Penalty: 3539.823242
	Iteration 18Q: 3 clusters Score -7091359 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -7091380.500000 Penalty: 3539.823242
	Iteration 19Q: 3 clusters Score -7091380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -7091422.500000 Penalty: 3539.823242
	Iteration 20F: 3 clusters Score -7091422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -7091440.500000 Penalty: 3539.823242
	Iteration 21Q: 3 clusters Score -7091440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -7091474.500000 Penalty: 3539.823242
	Iteration 22Q: 3 clusters Score -7091474 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -7091484.000000 Penalty: 3539.823242
	Iteration 23Q: 3 clusters Score -7091484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -7091493.500000 Penalty: 3539.823242
	Iteration 24Q: 3 clusters Score -7091494 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -7091516.500000 Penalty: 3539.823242
	Iteration 25Q: 3 clusters Score -7091516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -7091537.500000 Penalty: 3539.823242
	Iteration 26Q: 3 clusters Score -7091538 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -7091555.500000 Penalty: 3539.823242
	Iteration 27Q: 3 clusters Score -7091556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7091576.000000 Penalty: 3539.823242
	Iteration 28Q: 3 clusters Score -7091576 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -7091609.000000 Penalty: 3539.823242
	Iteration 29Q: 3 clusters Score -7091609 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -7091643.500000 Penalty: 3539.823242
	Iteration 30Q: 3 clusters Score -7091644 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -7091659.000000 Penalty: 3539.823242
	Iteration 31Q: 3 clusters Score -7091659 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -7091692.500000 Penalty: 3539.823242
	Iteration 32Q: 3 clusters Score -7091692 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -7091729.500000 Penalty: 3539.823242
	Iteration 33Q: 3 clusters Score -7091730 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -7091756.500000 Penalty: 3539.823242
	Iteration 34Q: 3 clusters Score -7091756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -7091781.000000 Penalty: 3539.823242
	Iteration 35Q: 3 clusters Score -7091781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -7091777.500000 Penalty: 3539.823242
	Iteration 36Q: 3 clusters Score -7091778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -7091810.000000 Penalty: 3539.823242
	Iteration 37Q: 3 clusters Score -7091810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -7091823.500000 Penalty: 3539.823242
	Iteration 38Q: 3 clusters Score -7091824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -7091846.000000 Penalty: 3539.823242
	Iteration 39Q: 3 clusters Score -7091846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -7091864.500000 Penalty: 3539.823242
	Iteration 40F: 3 clusters Score -7091864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -7091904.500000 Penalty: 3539.823242
	Iteration 41Q: 3 clusters Score -7091904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -7091932.000000 Penalty: 3539.823242
	Iteration 42Q: 3 clusters Score -7091932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -7091932.000000 Penalty: 3539.823242
	Iteration 43Q: 3 clusters Score -7091932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -7091952.500000 Penalty: 3539.823242
	Iteration 44Q: 3 clusters Score -7091952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -7091979.000000 Penalty: 3539.823242
	Iteration 45Q: 3 clusters Score -7091979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -7092002.000000 Penalty: 3539.823242
	Iteration 46Q: 3 clusters Score -7092002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -7092013.500000 Penalty: 3539.823242
	Iteration 47Q: 3 clusters Score -7092014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -7092016.500000 Penalty: 3539.823242
	Iteration 48Q: 3 clusters Score -7092016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7092031.000000 Penalty: 3539.823242
	Iteration 49Q: 3 clusters Score -7092031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -7092050.500000 Penalty: 3539.823242
	Iteration 50Q: 3 clusters Score -7092050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -7092060.500000 Penalty: 3539.823242
	Iteration 51Q: 3 clusters Score -7092060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -7092074.000000 Penalty: 3539.823242
	Iteration 52Q: 3 clusters Score -7092074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -7092092.500000 Penalty: 3539.823242
	Iteration 53Q: 3 clusters Score -7092092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7092098.500000 Penalty: 3539.823242
	Iteration 54Q: 3 clusters Score -7092098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -7092102.500000 Penalty: 3539.823242
	Iteration 55Q: 3 clusters Score -7092102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -7092110.500000 Penalty: 3539.823242
	Iteration 56Q: 3 clusters Score -7092110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -7092124.500000 Penalty: 3539.823242
	Iteration 57Q: 3 clusters Score -7092124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7092133.000000 Penalty: 3539.823242
	Iteration 58Q: 3 clusters Score -7092133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -7092129.000000 Penalty: 3539.823242
	Iteration 59Q: 3 clusters Score -7092129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -7092148.500000 Penalty: 3539.823242
	Iteration 60F: 3 clusters Score -7092148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -7092160.500000 Penalty: 3539.823242
	Iteration 61Q: 3 clusters Score -7092160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -7092156.000000 Penalty: 3539.823242
	Iteration 62Q: 3 clusters Score -7092156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -7092162.000000 Penalty: 3539.823242
	Iteration 63Q: 3 clusters Score -7092162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -7092152.500000 Penalty: 3539.823242
	Iteration 64Q: 3 clusters Score -7092152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -7092160.500000 Penalty: 3539.823242
	Iteration 65Q: 3 clusters Score -7092160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -7092158.000000 Penalty: 3539.823242
	Iteration 66Q: 3 clusters Score -7092158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -7092167.500000 Penalty: 3539.823242
	Iteration 67Q: 3 clusters Score -7092168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -7092164.000000 Penalty: 3539.823242
	Iteration 68Q: 3 clusters Score -7092164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -7092159.000000 Penalty: 3539.823242
	Iteration 69Q: 3 clusters Score -7092159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -7092168.500000 Penalty: 3539.823242
	Iteration 70Q: 3 clusters Score -7092168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -7092165.000000 Penalty: 3539.823242
	Iteration 71Q: 3 clusters Score -7092165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -7092168.000000 Penalty: 3539.823242
	Iteration 72Q: 3 clusters Score -7092168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -7092161.500000 Penalty: 3539.823242
	Iteration 73Q: 3 clusters Score -7092162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -7092165.500000 Penalty: 3539.823242
	Iteration 74Q: 3 clusters Score -7092166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -7092159.000000 Penalty: 3539.823242
	Iteration 75Q: 3 clusters Score -7092159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -7092154.000000 Penalty: 3539.823242
	Iteration 76Q: 3 clusters Score -7092154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -7092166.500000 Penalty: 3539.823242
	Iteration 77Q: 3 clusters Score -7092166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -7092164.500000 Penalty: 3539.823242
	Iteration 78Q: 3 clusters Score -7092164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -7092172.000000 Penalty: 3539.823242
	Iteration 79Q: 3 clusters Score -7092172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -7092165.000000 Penalty: 3539.823242
	Iteration 80F: 3 clusters Score -7092165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -7092159.000000 Penalty: 3539.823242
	Iteration 81Q: 3 clusters Score -7092159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -7092171.000000 Penalty: 3539.823242
	Iteration 82Q: 3 clusters Score -7092171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -7092175.500000 Penalty: 3539.823242
	Iteration 83Q: 3 clusters Score -7092176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -7092164.000000 Penalty: 3539.823242
	Iteration 84Q: 3 clusters Score -7092164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -7092166.500000 Penalty: 3539.823242
	Iteration 85Q: 3 clusters Score -7092166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -7092173.500000 Penalty: 3539.823242
	Iteration 86Q: 3 clusters Score -7092174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7092181.500000 Penalty: 3539.823242
	Iteration 87Q: 3 clusters Score -7092182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7092183.500000 Penalty: 3539.823242
	Iteration 88Q: 3 clusters Score -7092184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7092183.500000 Penalty: 3539.823242
	Iteration 89F: 3 clusters Score -7092184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Entering Unmasked Estep 
Score: -1752162.000000 Penalty: 1550.717407
	Iteration 0F: 2 clusters Score -1752162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1742420.625000 Penalty: 3101.434814
	Iteration 0F: 3 clusters Score -1742421 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1745879.000000 Penalty: 3101.434814
	Iteration 1F: 3 clusters Score -1745879 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1746145.000000 Penalty: 3101.434814
	Iteration 2F: 3 clusters Score -1746145 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1746391.625000 Penalty: 3101.434814
	Iteration 3Q: 3 clusters Score -1746392 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1746635.625000 Penalty: 3101.434814
	Iteration 4Q: 3 clusters Score -1746636 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1746894.250000 Penalty: 3101.434814
	Iteration 5Q: 3 clusters Score -1746894 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1747184.500000 Penalty: 3101.434814
	Iteration 6Q: 3 clusters Score -1747184 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1747516.750000 Penalty: 3101.434814
	Iteration 7Q: 3 clusters Score -1747517 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1747979.500000 Penalty: 3101.434814
	Iteration 8F: 3 clusters Score -1747980 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1748464.625000 Penalty: 3101.434814
	Iteration 9F: 3 clusters Score -1748465 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1748990.500000 Penalty: 3101.434814
	Iteration 10Q: 3 clusters Score -1748990 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1749518.500000 Penalty: 3101.434814
	Iteration 11Q: 3 clusters Score -1749518 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1749977.250000 Penalty: 3101.434814
	Iteration 12Q: 3 clusters Score -1749977 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1750249.750000 Penalty: 3101.434814
	Iteration 13Q: 3 clusters Score -1750250 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1750401.375000 Penalty: 3101.434814
	Iteration 14Q: 3 clusters Score -1750401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1750503.500000 Penalty: 3101.434814
	Iteration 15Q: 3 clusters Score -1750504 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1750568.875000 Penalty: 3101.434814
	Iteration 16Q: 3 clusters Score -1750569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1750629.875000 Penalty: 3101.434814
	Iteration 17Q: 3 clusters Score -1750630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1750670.375000 Penalty: 3101.434814
	Iteration 18Q: 3 clusters Score -1750670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1750708.500000 Penalty: 3101.434814
	Iteration 19Q: 3 clusters Score -1750708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1750733.375000 Penalty: 3101.434814
	Iteration 20F: 3 clusters Score -1750733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1750766.000000 Penalty: 3101.434814
	Iteration 21Q: 3 clusters Score -1750766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1750786.750000 Penalty: 3101.434814
	Iteration 22Q: 3 clusters Score -1750787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1750802.375000 Penalty: 3101.434814
	Iteration 23Q: 3 clusters Score -1750802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1750821.375000 Penalty: 3101.434814
	Iteration 24Q: 3 clusters Score -1750821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1750842.000000 Penalty: 3101.434814
	Iteration 25Q: 3 clusters Score -1750842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1750866.625000 Penalty: 3101.434814
	Iteration 26Q: 3 clusters Score -1750867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1750885.250000 Penalty: 3101.434814
	Iteration 27Q: 3 clusters Score -1750885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1750891.625000 Penalty: 3101.434814
	Iteration 28Q: 3 clusters Score -1750892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1750903.875000 Penalty: 3101.434814
	Iteration 29Q: 3 clusters Score -1750904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1750905.875000 Penalty: 3101.434814
	Iteration 30Q: 3 clusters Score -1750906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1750904.250000 Penalty: 3101.434814
	Iteration 31Q: 3 clusters Score -1750904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1750906.125000 Penalty: 3101.434814
	Iteration 32Q: 3 clusters Score -1750906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1750910.000000 Penalty: 3101.434814
	Iteration 33Q: 3 clusters Score -1750910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1750913.125000 Penalty: 3101.434814
	Iteration 34Q: 3 clusters Score -1750913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1750915.750000 Penalty: 3101.434814
	Iteration 35Q: 3 clusters Score -1750916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1750916.375000 Penalty: 3101.434814
	Iteration 36Q: 3 clusters Score -1750916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1750919.250000 Penalty: 3101.434814
	Iteration 37Q: 3 clusters Score -1750919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1750921.000000 Penalty: 3101.434814
	Iteration 38Q: 3 clusters Score -1750921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1750920.875000 Penalty: 3101.434814
	Iteration 39Q: 3 clusters Score -1750921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1750923.125000 Penalty: 3101.434814
	Iteration 40F: 3 clusters Score -1750923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1750921.875000 Penalty: 3101.434814
	Iteration 41Q: 3 clusters Score -1750922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1750927.125000 Penalty: 3101.434814
	Iteration 42Q: 3 clusters Score -1750927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1750931.875000 Penalty: 3101.434814
	Iteration 43Q: 3 clusters Score -1750932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1750931.875000 Penalty: 3101.434814
	Iteration 44Q: 3 clusters Score -1750932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1750930.375000 Penalty: 3101.434814
	Iteration 45Q: 3 clusters Score -1750930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1750932.875000 Penalty: 3101.434814
	Iteration 46Q: 3 clusters Score -1750933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1750932.875000 Penalty: 3101.434814
	Iteration 47Q: 3 clusters Score -1750933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1750932.875000 Penalty: 3101.434814
	Iteration 48F: 3 clusters Score -1750933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Entering Unmasked Estep 
Score: -6255323.500000 Penalty: 1747.719604
	Iteration 0F: 2 clusters Score -6255324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -6223923.000000 Penalty: 3495.439209
	Iteration 0F: 3 clusters Score -6223923 nChanged 21890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -6236318.500000 Penalty: 3495.439209
	Iteration 1F: 3 clusters Score -6236318 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6236958.500000 Penalty: 3495.439209
	Iteration 2Q: 3 clusters Score -6236958 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -6237995.500000 Penalty: 3495.439209
	Iteration 3Q: 3 clusters Score -6237996 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -6239741.000000 Penalty: 3495.439209
	Iteration 4F: 3 clusters Score -6239741 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -6242497.500000 Penalty: 3495.439209
	Iteration 5F: 3 clusters Score -6242498 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -6246094.000000 Penalty: 3495.439209
	Iteration 6F: 3 clusters Score -6246094 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -6249589.500000 Penalty: 3495.439209
	Iteration 7F: 3 clusters Score -6249590 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -6251951.500000 Penalty: 3495.439209
	Iteration 8F: 3 clusters Score -6251952 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6253110.500000 Penalty: 3495.439209
	Iteration 9Q: 3 clusters Score -6253110 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -6253512.000000 Penalty: 3495.439209
	Iteration 10Q: 3 clusters Score -6253512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6253666.000000 Penalty: 3495.439209
	Iteration 11Q: 3 clusters Score -6253666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -6253734.000000 Penalty: 3495.439209
	Iteration 12Q: 3 clusters Score -6253734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6253769.000000 Penalty: 3495.439209
	Iteration 13Q: 3 clusters Score -6253769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -6253805.000000 Penalty: 3495.439209
	Iteration 14Q: 3 clusters Score -6253805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6253816.500000 Penalty: 3495.439209
	Iteration 15Q: 3 clusters Score -6253816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6253824.000000 Penalty: 3495.439209
	Iteration 16Q: 3 clusters Score -6253824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -6253820.500000 Penalty: 3495.439209
	Iteration 17Q: 3 clusters Score -6253820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6253832.500000 Penalty: 3495.439209
	Iteration 18Q: 3 clusters Score -6253832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -6253844.500000 Penalty: 3495.439209
	Iteration 19Q: 3 clusters Score -6253844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -6253852.500000 Penalty: 3495.439209
	Iteration 20F: 3 clusters Score -6253852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Entering Unmasked Estep 
Score: -6887355.500000 Penalty: 1766.380615
	Iteration 0F: 2 clusters Score -6887356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -6852211.000000 Penalty: 3532.761230
	Iteration 0F: 3 clusters Score -6852211 nChanged 24940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6866221.500000 Penalty: 3532.761230
	Iteration 1F: 3 clusters Score -6866222 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6866650.500000 Penalty: 3532.761230
	Iteration 2Q: 3 clusters Score -6866650 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6867137.000000 Penalty: 3532.761230
	Iteration 3Q: 3 clusters Score -6867137 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -6867716.500000 Penalty: 3532.761230
	Iteration 4Q: 3 clusters Score -6867716 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6868608.500000 Penalty: 3532.761230
	Iteration 5Q: 3 clusters Score -6868608 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -6869898.000000 Penalty: 3532.761230
	Iteration 6F: 3 clusters Score -6869898 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6871900.500000 Penalty: 3532.761230
	Iteration 7F: 3 clusters Score -6871900 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -6874673.500000 Penalty: 3532.761230
	Iteration 8F: 3 clusters Score -6874674 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -6877825.500000 Penalty: 3532.761230
	Iteration 9F: 3 clusters Score -6877826 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -6880852.500000 Penalty: 3532.761230
	Iteration 10F: 3 clusters Score -6880852 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6883266.000000 Penalty: 3532.761230
	Iteration 11Q: 3 clusters Score -6883266 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6884613.500000 Penalty: 3532.761230
	Iteration 12Q: 3 clusters Score -6884614 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6885207.500000 Penalty: 3532.761230
	Iteration 13Q: 3 clusters Score -6885208 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6885477.500000 Penalty: 3532.761230
	Iteration 14Q: 3 clusters Score -6885478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6885637.500000 Penalty: 3532.761230
	Iteration 15Q: 3 clusters Score -6885638 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6885731.500000 Penalty: 3532.761230
	Iteration 16Q: 3 clusters Score -6885732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6885771.500000 Penalty: 3532.761230
	Iteration 17Q: 3 clusters Score -6885772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6885802.500000 Penalty: 3532.761230
	Iteration 18Q: 3 clusters Score -6885802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6885817.000000 Penalty: 3532.761230
	Iteration 19Q: 3 clusters Score -6885817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6885837.000000 Penalty: 3532.761230
	Iteration 20F: 3 clusters Score -6885837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6885856.500000 Penalty: 3532.761230
	Iteration 21Q: 3 clusters Score -6885856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6885866.500000 Penalty: 3532.761230
	Iteration 22Q: 3 clusters Score -6885866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6885879.000000 Penalty: 3532.761230
	Iteration 23Q: 3 clusters Score -6885879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6885879.000000 Penalty: 3532.761230
	Iteration 24Q: 3 clusters Score -6885879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6885889.500000 Penalty: 3532.761230
	Iteration 25Q: 3 clusters Score -6885890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6885889.000000 Penalty: 3532.761230
	Iteration 26Q: 3 clusters Score -6885889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6885897.500000 Penalty: 3532.761230
	Iteration 27Q: 3 clusters Score -6885898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6885899.500000 Penalty: 3532.761230
	Iteration 28Q: 3 clusters Score -6885900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6885901.000000 Penalty: 3532.761230
	Iteration 29Q: 3 clusters Score -6885901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6885899.500000 Penalty: 3532.761230
	Iteration 30Q: 3 clusters Score -6885900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6885899.500000 Penalty: 3532.761230
	Iteration 31F: 3 clusters Score -6885900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Entering Unmasked Estep 
Score: -7362226.000000 Penalty: 1776.618286
	Iteration 0F: 2 clusters Score -7362226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -7325182.000000 Penalty: 3553.236572
	Iteration 0F: 3 clusters Score -7325182 nChanged 26302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -7340105.000000 Penalty: 3553.236572
	Iteration 1F: 3 clusters Score -7340105 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7340587.000000 Penalty: 3553.236572
	Iteration 2Q: 3 clusters Score -7340587 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -7341182.000000 Penalty: 3553.236572
	Iteration 3Q: 3 clusters Score -7341182 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -7342008.500000 Penalty: 3553.236572
	Iteration 4Q: 3 clusters Score -7342008 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -7343016.000000 Penalty: 3553.236572
	Iteration 5Q: 3 clusters Score -7343016 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -7344343.500000 Penalty: 3553.236572
	Iteration 6Q: 3 clusters Score -7344344 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -7346022.500000 Penalty: 3553.236572
	Iteration 7F: 3 clusters Score -7346022 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -7348330.500000 Penalty: 3553.236572
	Iteration 8F: 3 clusters Score -7348330 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -7350955.500000 Penalty: 3553.236572
	Iteration 9F: 3 clusters Score -7350956 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -7353284.000000 Penalty: 3553.236572
	Iteration 10F: 3 clusters Score -7353284 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -7354534.000000 Penalty: 3553.236572
	Iteration 11Q: 3 clusters Score -7354534 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -7355100.500000 Penalty: 3553.236572
	Iteration 12Q: 3 clusters Score -7355100 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -7355509.500000 Penalty: 3553.236572
	Iteration 13Q: 3 clusters Score -7355510 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -7355885.500000 Penalty: 3553.236572
	Iteration 14Q: 3 clusters Score -7355886 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -7356211.500000 Penalty: 3553.236572
	Iteration 15Q: 3 clusters Score -7356212 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -7356647.500000 Penalty: 3553.236572
	Iteration 16Q: 3 clusters Score -7356648 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -7357063.000000 Penalty: 3553.236572
	Iteration 17Q: 3 clusters Score -7357063 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -7357604.500000 Penalty: 3553.236572
	Iteration 18Q: 3 clusters Score -7357604 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7358215.500000 Penalty: 3553.236572
	Iteration 19Q: 3 clusters Score -7358216 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -7358652.500000 Penalty: 3553.236572
	Iteration 20F: 3 clusters Score -7358652 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -7358877.000000 Penalty: 3553.236572
	Iteration 21Q: 3 clusters Score -7358877 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7359037.500000 Penalty: 3553.236572
	Iteration 22Q: 3 clusters Score -7359038 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -7359126.000000 Penalty: 3553.236572
	Iteration 23Q: 3 clusters Score -7359126 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -7359231.500000 Penalty: 3553.236572
	Iteration 24Q: 3 clusters Score -7359232 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7359307 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7359372 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7359415 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7359466 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7359540 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7359574 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7359637 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -7359687.500000 Penalty: 3553.236572
	Iteration 32Q: 3 clusters Score -7359688 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -7359739.500000 Penalty: 3553.236572
	Iteration 33Q: 3 clusters Score -7359740 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7359761 nChanged 296
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Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7359796 nChanged 306
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7359858 nChanged 320
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7359916 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7359951 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7359998 nChanged 318
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7360055 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7360100 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -7360128.500000 Penalty: 3553.236572
	Iteration 42Q: 3 clusters Score -7360128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7360166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7360217 nChanged 294
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7360273.500000 Penalty: 3553.236572
	Iteration 45Q: 3 clusters Score -7360274 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7360302 nChanged 278
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Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7360347 nChanged 304
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Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7360381.500000 Penalty: 3553.236572
	Iteration 48Q: 3 clusters Score -7360382 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7360427 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -7360487.500000 Penalty: 3553.236572
	Iteration 50Q: 3 clusters Score -7360488 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -7360506.500000 Penalty: 3553.236572
	Iteration 51Q: 3 clusters Score -7360506 nChanged 257
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Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7360566 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7360571 nChanged 233
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Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7360594 nChanged 242
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Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7360606 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7360595 nChanged 216
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Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7360650 nChanged 212
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Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7360663 nChanged 202
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Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7360662 nChanged 201
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Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -7360682.500000 Penalty: 3553.236572
	Iteration 60F: 3 clusters Score -7360682 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7360701 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7360736 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7360762 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7360802 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 42690 members 
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	Iteration 65Q: 3 clusters Score -7360796 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7360808 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7360801 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7360832 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7360870 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7360898 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7360918 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7360939 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7360972 nChanged 170
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Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7360976 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7360979 nChanged 145
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Mstep: Class 1 contains 11407 members 
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	Iteration 76Q: 3 clusters Score -7360982 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7360992 nChanged 134
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Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7361012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7361019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 45228 members 
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	Iteration 81Q: 3 clusters Score -7360995 nChanged 112
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 45340 members 
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	Iteration 82Q: 3 clusters Score -7361016 nChanged 116
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Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7361044 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7361057 nChanged 111
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Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7361082 nChanged 106
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Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7361078 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7361106 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 46024 members 
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	Iteration 88Q: 3 clusters Score -7361104 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7361088 nChanged 119
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Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7361089 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7361104 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7361120 nChanged 90
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Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7361141 nChanged 95
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Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7361160 nChanged 92
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Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 46758 members 
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	Iteration 95Q: 3 clusters Score -7361178 nChanged 123
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Mstep: Class 1 contains 9115 members 
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Mstep: Class 1 contains 9001 members 
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	Iteration 97Q: 3 clusters Score -7361190 nChanged 112
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Mstep: Class 1 contains 8889 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7361202 nChanged 119
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Mstep: Class 1 contains 8770 members 
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	Iteration 99Q: 3 clusters Score -7361228 nChanged 121
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Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7361210 nChanged 106
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Mstep: Class 1 contains 8543 members 
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	Iteration 101Q: 3 clusters Score -7361209 nChanged 102
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Mstep: Class 1 contains 8441 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7361222 nChanged 80
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Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7361240 nChanged 89
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Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7361256 nChanged 99
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Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7361254 nChanged 100
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7361244 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7361240 nChanged 87
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	Iteration 108Q: 3 clusters Score -7361245 nChanged 70
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Mstep: Class 1 contains 7819 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7361258 nChanged 49
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Mstep: Class 1 contains 7770 members 
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	Iteration 110Q: 3 clusters Score -7361254 nChanged 44
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Mstep: Class 1 contains 7726 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7361260 nChanged 37
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Mstep: Class 1 contains 7689 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7361262 nChanged 36
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7361271 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7612 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7361265 nChanged 41
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Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7361244 nChanged 28
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Mstep: Class 1 contains 7543 members 
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	Iteration 116Q: 3 clusters Score -7361250 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7361261 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7361254 nChanged 20
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Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7361250 nChanged 19
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7361246 nChanged 17
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Mstep: Class 1 contains 7420 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7361257 nChanged 19
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7361254 nChanged 21
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Mstep: Class 1 contains 7380 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7361244 nChanged 26
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Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7361248 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7361264 nChanged 25
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Mstep: Class 1 contains 7300 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7361262 nChanged 31
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Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7361260 nChanged 23
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Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7361266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7361264 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7361260 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7361254 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7361252 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7361260 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7361248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7361251 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7361258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7361258 nChanged 60
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Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7361282 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7361280 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7361289 nChanged 53
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Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7361290 nChanged 50
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Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7361292 nChanged 49
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Mstep: Class 1 contains 6560 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7361274 nChanged 48
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Mstep: Class 1 contains 6512 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7361276 nChanged 45
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Mstep: Class 1 contains 6467 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7361286 nChanged 46
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	Iteration 147Q: 3 clusters Score -7361290 nChanged 54
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Mstep: Class 1 contains 6367 members 
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	Iteration 148Q: 3 clusters Score -7361306 nChanged 53
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7361313 nChanged 51
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7361314 nChanged 62
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7361318 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7361330 nChanged 53
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Mstep: Class 1 contains 6032 members 
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	Iteration 154Q: 3 clusters Score -7361335 nChanged 54
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Mstep: Class 1 contains 5978 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7361348 nChanged 55
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	Iteration 156Q: 3 clusters Score -7361340 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5859 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7361317 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5791 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7361344 nChanged 50
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Mstep: Class 1 contains 5741 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7361334 nChanged 56
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7361324 nChanged 60
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7361312 nChanged 62
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Mstep: Class 1 contains 5563 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7361324 nChanged 55
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7361326 nChanged 60
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	Iteration 164Q: 3 clusters Score -7361314 nChanged 57
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	Iteration 165Q: 3 clusters Score -7361314 nChanged 59
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Mstep: Class 1 contains 5332 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7361316 nChanged 39
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	Iteration 167Q: 3 clusters Score -7361306 nChanged 44
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	Iteration 168Q: 3 clusters Score -7361294 nChanged 50
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	Iteration 169Q: 3 clusters Score -7361298 nChanged 41
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	Iteration 171Q: 3 clusters Score -7361308 nChanged 39
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	Iteration 172Q: 3 clusters Score -7361306 nChanged 50
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	Iteration 173Q: 3 clusters Score -7361286 nChanged 37
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Mstep: Class 1 contains 4993 members 
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	Iteration 175Q: 3 clusters Score -7361306 nChanged 62
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	Iteration 176Q: 3 clusters Score -7361307 nChanged 68
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	Iteration 177Q: 3 clusters Score -7361311 nChanged 62
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	Iteration 178Q: 3 clusters Score -7361330 nChanged 57
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Mstep: Class 1 contains 4692 members 
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	Iteration 179Q: 3 clusters Score -7361324 nChanged 69
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	Iteration 180F: 3 clusters Score -7361318 nChanged 52
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	Iteration 181Q: 3 clusters Score -7361326 nChanged 46
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	Iteration 182Q: 3 clusters Score -7361336 nChanged 50
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	Iteration 183Q: 3 clusters Score -7361333 nChanged 40
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	Iteration 184Q: 3 clusters Score -7361316 nChanged 31
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	Iteration 185Q: 3 clusters Score -7361300 nChanged 25
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	Iteration 186Q: 3 clusters Score -7361302 nChanged 25
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	Iteration 187Q: 3 clusters Score -7361292 nChanged 22
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	Iteration 188Q: 3 clusters Score -7361295 nChanged 22
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	Iteration 189Q: 3 clusters Score -7361295 nChanged 18
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	Iteration 190Q: 3 clusters Score -7361290 nChanged 18
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Mstep: Class 1 contains 4274 members 
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	Iteration 191Q: 3 clusters Score -7361292 nChanged 15
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	Iteration 192Q: 3 clusters Score -7361287 nChanged 22
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Mstep: Class 1 contains 4237 members 
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	Iteration 193Q: 3 clusters Score -7361286 nChanged 26
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	Iteration 194Q: 3 clusters Score -7361291 nChanged 23
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Mstep: Class 1 contains 4190 members 
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	Iteration 195Q: 3 clusters Score -7361287 nChanged 26
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Mstep: Class 1 contains 4164 members 
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	Iteration 196Q: 3 clusters Score -7361286 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7361300 nChanged 25
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Mstep: Class 1 contains 4113 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7361294 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4088 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7361279 nChanged 21
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Mstep: Class 1 contains 4067 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7361280 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4046 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7361279 nChanged 25
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7361272 nChanged 22
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Mstep: Class 1 contains 3999 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7361282 nChanged 21
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Mstep: Class 1 contains 3978 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7361280 nChanged 20
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Mstep: Class 1 contains 3958 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7361278 nChanged 26
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7361269 nChanged 26
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Mstep: Class 1 contains 3906 members 
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Entering Unmasked Estep 
Score: -7361275.000000 Penalty: 3553.236572
	Iteration 207Q: 3 clusters Score -7361275 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -7361270.500000 Penalty: 3553.236572
	Iteration 208Q: 3 clusters Score -7361270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -7361271.000000 Penalty: 3553.236572
	Iteration 209Q: 3 clusters Score -7361271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -7361275.500000 Penalty: 3553.236572
	Iteration 210Q: 3 clusters Score -7361276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -7361276.500000 Penalty: 3553.236572
	Iteration 211Q: 3 clusters Score -7361276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -7361270.500000 Penalty: 3553.236572
	Iteration 212Q: 3 clusters Score -7361270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7361264.000000 Penalty: 3553.236572
	Iteration 213Q: 3 clusters Score -7361264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -7361268.000000 Penalty: 3553.236572
	Iteration 214Q: 3 clusters Score -7361268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7361268.500000 Penalty: 3553.236572
	Iteration 215Q: 3 clusters Score -7361268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -7361261.500000 Penalty: 3553.236572
	Iteration 216Q: 3 clusters Score -7361262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -7361260.000000 Penalty: 3553.236572
	Iteration 217Q: 3 clusters Score -7361260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7361268.000000 Penalty: 3553.236572
	Iteration 218Q: 3 clusters Score -7361268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -7361268.000000 Penalty: 3553.236572
	Iteration 219Q: 3 clusters Score -7361268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -7361275.500000 Penalty: 3553.236572
	Iteration 220F: 3 clusters Score -7361276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -7361260.000000 Penalty: 3553.236572
	Iteration 221Q: 3 clusters Score -7361260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -7361271.500000 Penalty: 3553.236572
	Iteration 222Q: 3 clusters Score -7361272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -7361269.500000 Penalty: 3553.236572
	Iteration 223Q: 3 clusters Score -7361270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -7361266.500000 Penalty: 3553.236572
	Iteration 224Q: 3 clusters Score -7361266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7361262.000000 Penalty: 3553.236572
	Iteration 225Q: 3 clusters Score -7361262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7361250.000000 Penalty: 3553.236572
	Iteration 226Q: 3 clusters Score -7361250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -7361263.500000 Penalty: 3553.236572
	Iteration 227Q: 3 clusters Score -7361264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -7361263.000000 Penalty: 3553.236572
	Iteration 228Q: 3 clusters Score -7361263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -7361265.500000 Penalty: 3553.236572
	Iteration 229Q: 3 clusters Score -7361266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -7361260.000000 Penalty: 3553.236572
	Iteration 230Q: 3 clusters Score -7361260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -7361264.500000 Penalty: 3553.236572
	Iteration 231Q: 3 clusters Score -7361264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -7361270.500000 Penalty: 3553.236572
	Iteration 232Q: 3 clusters Score -7361270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -7361259.500000 Penalty: 3553.236572
	Iteration 233Q: 3 clusters Score -7361260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -7361251.500000 Penalty: 3553.236572
	Iteration 234Q: 3 clusters Score -7361252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -7361246.500000 Penalty: 3553.236572
	Iteration 235Q: 3 clusters Score -7361246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -7361249.000000 Penalty: 3553.236572
	Iteration 236Q: 3 clusters Score -7361249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -7361241.500000 Penalty: 3553.236572
	Iteration 237Q: 3 clusters Score -7361242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -7361230.500000 Penalty: 3553.236572
	Iteration 238Q: 3 clusters Score -7361230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -7361233.500000 Penalty: 3553.236572
	Iteration 239Q: 3 clusters Score -7361234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -7361236.500000 Penalty: 3553.236572
	Iteration 240F: 3 clusters Score -7361236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -7361232.500000 Penalty: 3553.236572
	Iteration 241Q: 3 clusters Score -7361232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -7361236.500000 Penalty: 3553.236572
	Iteration 242Q: 3 clusters Score -7361236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -7361232.000000 Penalty: 3553.236572
	Iteration 243Q: 3 clusters Score -7361232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -7361224.000000 Penalty: 3553.236572
	Iteration 244Q: 3 clusters Score -7361224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -7361227.000000 Penalty: 3553.236572
	Iteration 245Q: 3 clusters Score -7361227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7361226.500000 Penalty: 3553.236572
	Iteration 246Q: 3 clusters Score -7361226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -7361228.000000 Penalty: 3553.236572
	Iteration 247Q: 3 clusters Score -7361228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -7361226.500000 Penalty: 3553.236572
	Iteration 248Q: 3 clusters Score -7361226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7361229.000000 Penalty: 3553.236572
	Iteration 249Q: 3 clusters Score -7361229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7361235.500000 Penalty: 3553.236572
	Iteration 250Q: 3 clusters Score -7361236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7361235.500000 Penalty: 3553.236572
	Iteration 251F: 3 clusters Score -7361236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -1516793.125000 Penalty: 1525.125122
	Iteration 0F: 2 clusters Score -1516793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1508438.750000 Penalty: 3050.250244
	Iteration 0F: 3 clusters Score -1508439 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1511659.500000 Penalty: 3050.250244
	Iteration 1F: 3 clusters Score -1511660 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1512242.500000 Penalty: 3050.250244
	Iteration 2F: 3 clusters Score -1512242 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1512883.750000 Penalty: 3050.250244
	Iteration 3F: 3 clusters Score -1512884 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1513544.375000 Penalty: 3050.250244
	Iteration 4F: 3 clusters Score -1513544 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1514134.500000 Penalty: 3050.250244
	Iteration 5F: 3 clusters Score -1514134 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1514680.125000 Penalty: 3050.250244
	Iteration 6F: 3 clusters Score -1514680 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1515137.375000 Penalty: 3050.250244
	Iteration 7F: 3 clusters Score -1515137 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1515482.125000 Penalty: 3050.250244
	Iteration 8Q: 3 clusters Score -1515482 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1515735.375000 Penalty: 3050.250244
	Iteration 9Q: 3 clusters Score -1515735 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1515942.500000 Penalty: 3050.250244
	Iteration 10Q: 3 clusters Score -1515942 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1516082.375000 Penalty: 3050.250244
	Iteration 11Q: 3 clusters Score -1516082 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1516190.625000 Penalty: 3050.250244
	Iteration 12Q: 3 clusters Score -1516191 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1516260.875000 Penalty: 3050.250244
	Iteration 13Q: 3 clusters Score -1516261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1516307.625000 Penalty: 3050.250244
	Iteration 14Q: 3 clusters Score -1516308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1516346.500000 Penalty: 3050.250244
	Iteration 15Q: 3 clusters Score -1516346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1516390.000000 Penalty: 3050.250244
	Iteration 16Q: 3 clusters Score -1516390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1516423.000000 Penalty: 3050.250244
	Iteration 17Q: 3 clusters Score -1516423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1516452.750000 Penalty: 3050.250244
	Iteration 18Q: 3 clusters Score -1516453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1516475.750000 Penalty: 3050.250244
	Iteration 19Q: 3 clusters Score -1516476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1516490.250000 Penalty: 3050.250244
	Iteration 20F: 3 clusters Score -1516490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1516497.750000 Penalty: 3050.250244
	Iteration 21Q: 3 clusters Score -1516498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1516508.125000 Penalty: 3050.250244
	Iteration 22Q: 3 clusters Score -1516508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1516515.000000 Penalty: 3050.250244
	Iteration 23Q: 3 clusters Score -1516515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1516525.000000 Penalty: 3050.250244
	Iteration 24Q: 3 clusters Score -1516525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1516524.875000 Penalty: 3050.250244
	Iteration 25Q: 3 clusters Score -1516525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1516523.375000 Penalty: 3050.250244
	Iteration 26Q: 3 clusters Score -1516523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1516528.125000 Penalty: 3050.250244
	Iteration 27Q: 3 clusters Score -1516528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1516532.375000 Penalty: 3050.250244
	Iteration 28Q: 3 clusters Score -1516532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1516535.500000 Penalty: 3050.250244
	Iteration 29Q: 3 clusters Score -1516536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1516535.625000 Penalty: 3050.250244
	Iteration 30Q: 3 clusters Score -1516536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1516535.000000 Penalty: 3050.250244
	Iteration 31Q: 3 clusters Score -1516535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1516532.000000 Penalty: 3050.250244
	Iteration 32Q: 3 clusters Score -1516532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1516531.875000 Penalty: 3050.250244
	Iteration 33Q: 3 clusters Score -1516532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1516533.500000 Penalty: 3050.250244
	Iteration 34Q: 3 clusters Score -1516534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1516533.000000 Penalty: 3050.250244
	Iteration 35Q: 3 clusters Score -1516533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1516535.000000 Penalty: 3050.250244
	Iteration 36Q: 3 clusters Score -1516535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1516536.625000 Penalty: 3050.250244
	Iteration 37Q: 3 clusters Score -1516537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1516536.500000 Penalty: 3050.250244
	Iteration 38Q: 3 clusters Score -1516536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1516539.375000 Penalty: 3050.250244
	Iteration 39Q: 3 clusters Score -1516539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1516539.250000 Penalty: 3050.250244
	Iteration 40F: 3 clusters Score -1516539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1516536.000000 Penalty: 3050.250244
	Iteration 41Q: 3 clusters Score -1516536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1516535.625000 Penalty: 3050.250244
	Iteration 42Q: 3 clusters Score -1516536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1516535.500000 Penalty: 3050.250244
	Iteration 43Q: 3 clusters Score -1516536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1516536.750000 Penalty: 3050.250244
	Iteration 44Q: 3 clusters Score -1516537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1516537.625000 Penalty: 3050.250244
	Iteration 45Q: 3 clusters Score -1516538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1516537.500000 Penalty: 3050.250244
	Iteration 46Q: 3 clusters Score -1516538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1516537.500000 Penalty: 3050.250244
	Iteration 47F: 3 clusters Score -1516538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Entering Unmasked Estep 
Score: -8783278.000000 Penalty: 1804.899780
	Iteration 0F: 2 clusters Score -8783278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8740258.000000 Penalty: 3609.799561
	Iteration 0F: 3 clusters Score -8740258 nChanged 31470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -8758194.000000 Penalty: 3609.799561
	Iteration 1F: 3 clusters Score -8758194 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -8758796.000000 Penalty: 3609.799561
	Iteration 2Q: 3 clusters Score -8758796 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -8759565.000000 Penalty: 3609.799561
	Iteration 3Q: 3 clusters Score -8759565 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -8760704.000000 Penalty: 3609.799561
	Iteration 4Q: 3 clusters Score -8760704 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -8762609.000000 Penalty: 3609.799561
	Iteration 5Q: 3 clusters Score -8762609 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -8765303.000000 Penalty: 3609.799561
	Iteration 6F: 3 clusters Score -8765303 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8768437.000000 Penalty: 3609.799561
	Iteration 7F: 3 clusters Score -8768437 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -8771450.000000 Penalty: 3609.799561
	Iteration 8F: 3 clusters Score -8771450 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -8773682.000000 Penalty: 3609.799561
	Iteration 9F: 3 clusters Score -8773682 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8775270.000000 Penalty: 3609.799561
	Iteration 10Q: 3 clusters Score -8775270 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -8776333.000000 Penalty: 3609.799561
	Iteration 11Q: 3 clusters Score -8776333 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8776935.000000 Penalty: 3609.799561
	Iteration 12Q: 3 clusters Score -8776935 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -8777335.000000 Penalty: 3609.799561
	Iteration 13Q: 3 clusters Score -8777335 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -8777635.000000 Penalty: 3609.799561
	Iteration 14Q: 3 clusters Score -8777635 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -8777952.000000 Penalty: 3609.799561
	Iteration 15Q: 3 clusters Score -8777952 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -8778201.000000 Penalty: 3609.799561
	Iteration 16Q: 3 clusters Score -8778201 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -8778393.000000 Penalty: 3609.799561
	Iteration 17Q: 3 clusters Score -8778393 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -8778548.000000 Penalty: 3609.799561
	Iteration 18Q: 3 clusters Score -8778548 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -8778734.000000 Penalty: 3609.799561
	Iteration 19Q: 3 clusters Score -8778734 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -8778923.000000 Penalty: 3609.799561
	Iteration 20F: 3 clusters Score -8778923 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8779176.000000 Penalty: 3609.799561
	Iteration 21Q: 3 clusters Score -8779176 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -8779372.000000 Penalty: 3609.799561
	Iteration 22Q: 3 clusters Score -8779372 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -8779611.000000 Penalty: 3609.799561
	Iteration 23Q: 3 clusters Score -8779611 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -8779792.000000 Penalty: 3609.799561
	Iteration 24Q: 3 clusters Score -8779792 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -8779988.000000 Penalty: 3609.799561
	Iteration 25Q: 3 clusters Score -8779988 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -8780135.000000 Penalty: 3609.799561
	Iteration 26Q: 3 clusters Score -8780135 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -8780244.000000 Penalty: 3609.799561
	Iteration 27Q: 3 clusters Score -8780244 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8780302.000000 Penalty: 3609.799561
	Iteration 28Q: 3 clusters Score -8780302 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8780337.000000 Penalty: 3609.799561
	Iteration 29Q: 3 clusters Score -8780337 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8780373.000000 Penalty: 3609.799561
	Iteration 30Q: 3 clusters Score -8780373 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -8780407.000000 Penalty: 3609.799561
	Iteration 31Q: 3 clusters Score -8780407 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8780404.000000 Penalty: 3609.799561
	Iteration 32Q: 3 clusters Score -8780404 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -8780412.000000 Penalty: 3609.799561
	Iteration 33Q: 3 clusters Score -8780412 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8780443.000000 Penalty: 3609.799561
	Iteration 34Q: 3 clusters Score -8780443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8780428.000000 Penalty: 3609.799561
	Iteration 35Q: 3 clusters Score -8780428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8780451.000000 Penalty: 3609.799561
	Iteration 36Q: 3 clusters Score -8780451 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8780447.000000 Penalty: 3609.799561
	Iteration 37Q: 3 clusters Score -8780447 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -8780458.000000 Penalty: 3609.799561
	Iteration 38Q: 3 clusters Score -8780458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8780467.000000 Penalty: 3609.799561
	Iteration 39Q: 3 clusters Score -8780467 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8780495.000000 Penalty: 3609.799561
	Iteration 40F: 3 clusters Score -8780495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8780489.000000 Penalty: 3609.799561
	Iteration 41Q: 3 clusters Score -8780489 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -8780511.000000 Penalty: 3609.799561
	Iteration 42Q: 3 clusters Score -8780511 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -8780517.000000 Penalty: 3609.799561
	Iteration 43Q: 3 clusters Score -8780517 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -8780498.000000 Penalty: 3609.799561
	Iteration 44Q: 3 clusters Score -8780498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8780520.000000 Penalty: 3609.799561
	Iteration 45Q: 3 clusters Score -8780520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8780513.000000 Penalty: 3609.799561
	Iteration 46Q: 3 clusters Score -8780513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8780507.000000 Penalty: 3609.799561
	Iteration 47Q: 3 clusters Score -8780507 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -8780521.000000 Penalty: 3609.799561
	Iteration 48Q: 3 clusters Score -8780521 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8780545.000000 Penalty: 3609.799561
	Iteration 49Q: 3 clusters Score -8780545 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -8780578.000000 Penalty: 3609.799561
	Iteration 50Q: 3 clusters Score -8780578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -8780576.000000 Penalty: 3609.799561
	Iteration 51Q: 3 clusters Score -8780576 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8780584.000000 Penalty: 3609.799561
	Iteration 52Q: 3 clusters Score -8780584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -8780583.000000 Penalty: 3609.799561
	Iteration 53Q: 3 clusters Score -8780583 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -8780581.000000 Penalty: 3609.799561
	Iteration 54Q: 3 clusters Score -8780581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -8780587.000000 Penalty: 3609.799561
	Iteration 55Q: 3 clusters Score -8780587 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -8780579.000000 Penalty: 3609.799561
	Iteration 56Q: 3 clusters Score -8780579 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -8780580.000000 Penalty: 3609.799561
	Iteration 57Q: 3 clusters Score -8780580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8780597.000000 Penalty: 3609.799561
	Iteration 58Q: 3 clusters Score -8780597 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -8780602.000000 Penalty: 3609.799561
	Iteration 59Q: 3 clusters Score -8780602 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8780606.000000 Penalty: 3609.799561
	Iteration 60F: 3 clusters Score -8780606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -8780620.000000 Penalty: 3609.799561
	Iteration 61Q: 3 clusters Score -8780620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -8780628.000000 Penalty: 3609.799561
	Iteration 62Q: 3 clusters Score -8780628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8780631.000000 Penalty: 3609.799561
	Iteration 63Q: 3 clusters Score -8780631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8780645.000000 Penalty: 3609.799561
	Iteration 64Q: 3 clusters Score -8780645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -8780633.000000 Penalty: 3609.799561
	Iteration 65Q: 3 clusters Score -8780633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -8780623.000000 Penalty: 3609.799561
	Iteration 66Q: 3 clusters Score -8780623 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -8780634.000000 Penalty: 3609.799561
	Iteration 67Q: 3 clusters Score -8780634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8780648.000000 Penalty: 3609.799561
	Iteration 68Q: 3 clusters Score -8780648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8780648.000000 Penalty: 3609.799561
	Iteration 69Q: 3 clusters Score -8780648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8780670.000000 Penalty: 3609.799561
	Iteration 70Q: 3 clusters Score -8780670 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -8780699.000000 Penalty: 3609.799561
	Iteration 71Q: 3 clusters Score -8780699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -8780693.000000 Penalty: 3609.799561
	Iteration 72Q: 3 clusters Score -8780693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -8780692.000000 Penalty: 3609.799561
	Iteration 73Q: 3 clusters Score -8780692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -8780677.000000 Penalty: 3609.799561
	Iteration 74Q: 3 clusters Score -8780677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8780680.000000 Penalty: 3609.799561
	Iteration 75Q: 3 clusters Score -8780680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -8780692.000000 Penalty: 3609.799561
	Iteration 76Q: 3 clusters Score -8780692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8780676.000000 Penalty: 3609.799561
	Iteration 77Q: 3 clusters Score -8780676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -8780685.000000 Penalty: 3609.799561
	Iteration 78Q: 3 clusters Score -8780685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -8780678.000000 Penalty: 3609.799561
	Iteration 79Q: 3 clusters Score -8780678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8780672.000000 Penalty: 3609.799561
	Iteration 80F: 3 clusters Score -8780672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8780681.000000 Penalty: 3609.799561
	Iteration 81Q: 3 clusters Score -8780681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -8780677.000000 Penalty: 3609.799561
	Iteration 82Q: 3 clusters Score -8780677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -8780685.000000 Penalty: 3609.799561
	Iteration 83Q: 3 clusters Score -8780685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -8780691.000000 Penalty: 3609.799561
	Iteration 84Q: 3 clusters Score -8780691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -8780674.000000 Penalty: 3609.799561
	Iteration 85Q: 3 clusters Score -8780674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -8780679.000000 Penalty: 3609.799561
	Iteration 86Q: 3 clusters Score -8780679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -8780691.000000 Penalty: 3609.799561
	Iteration 87Q: 3 clusters Score -8780691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -8780687.000000 Penalty: 3609.799561
	Iteration 88Q: 3 clusters Score -8780687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -8780686.000000 Penalty: 3609.799561
	Iteration 89Q: 3 clusters Score -8780686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8780701.000000 Penalty: 3609.799561
	Iteration 90Q: 3 clusters Score -8780701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8780713 nChanged 47
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Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8780705 nChanged 59
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Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8780706 nChanged 42
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Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8780716 nChanged 45
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Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -8780714.000000 Penalty: 3609.799561
	Iteration 96Q: 3 clusters Score -8780714 nChanged 27
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Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -8780715.000000 Penalty: 3609.799561
	Iteration 97Q: 3 clusters Score -8780715 nChanged 17
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Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8780720 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8780712 nChanged 23
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Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8780716 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8780720 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -8780724.000000 Penalty: 3609.799561
	Iteration 102Q: 3 clusters Score -8780724 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8780730 nChanged 19
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Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8780733.000000 Penalty: 3609.799561
	Iteration 104Q: 3 clusters Score -8780733 nChanged 15
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Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8780725 nChanged 20
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Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8780740 nChanged 21
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Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8780750 nChanged 23
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Mstep: Class 1 contains 38900 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8780758 nChanged 31
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Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8780762 nChanged 44
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Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8780758 nChanged 46
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Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -8780763.000000 Penalty: 3609.799561
	Iteration 111Q: 3 clusters Score -8780763 nChanged 52
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Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8780771 nChanged 62
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Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8780770 nChanged 53
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Mstep: Class 1 contains 38612 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8780767 nChanged 53
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Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8780765 nChanged 63
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Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8780789 nChanged 63
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Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8780791 nChanged 66
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Mstep: Class 1 contains 38367 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8780785 nChanged 63
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Mstep: Class 1 contains 38304 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8780779 nChanged 60
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Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8780776 nChanged 69
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Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8780802 nChanged 49
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Mstep: Class 1 contains 38130 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8780798 nChanged 42
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Mstep: Class 1 contains 38090 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8780814 nChanged 31
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Mstep: Class 1 contains 38059 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8780815 nChanged 34
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Mstep: Class 1 contains 38025 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8780806 nChanged 25
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Mstep: Class 1 contains 38000 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8780800 nChanged 16
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Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8780805 nChanged 15
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Mstep: Class 1 contains 37969 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8780796 nChanged 17
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Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8780789 nChanged 16
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Mstep: Class 1 contains 37936 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8780789 nChanged 17
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Mstep: Class 1 contains 37919 members 
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Entering Unmasked Estep 
Score: -8780803.000000 Penalty: 3609.799561
	Iteration 131Q: 3 clusters Score -8780803 nChanged 15
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Mstep: Class 1 contains 37904 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8780800 nChanged 12
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Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -8780801.000000 Penalty: 3609.799561
	Iteration 133Q: 3 clusters Score -8780801 nChanged 14
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Mstep: Class 1 contains 37880 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8780795 nChanged 18
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Mstep: Class 1 contains 37862 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8780804 nChanged 17
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Mstep: Class 1 contains 37847 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8780809 nChanged 19
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Mstep: Class 1 contains 37828 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8780809 nChanged 19
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Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -8780820.000000 Penalty: 3609.799561
	Iteration 138Q: 3 clusters Score -8780820 nChanged 23
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Mstep: Class 1 contains 37786 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8780813 nChanged 27
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Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -8780826.000000 Penalty: 3609.799561
	Iteration 140F: 3 clusters Score -8780826 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37730 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8780834 nChanged 40
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Mstep: Class 1 contains 37692 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8780842 nChanged 40
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	Iteration 143Q: 3 clusters Score -8780846 nChanged 28
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	Iteration 144Q: 3 clusters Score -8780820 nChanged 17
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	Iteration 145Q: 3 clusters Score -8780805 nChanged 17
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	Iteration 146Q: 3 clusters Score -8780813 nChanged 17
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Mstep: Class 1 contains 37579 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8780823 nChanged 15
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	Iteration 148Q: 3 clusters Score -8780825 nChanged 9
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	Iteration 149Q: 3 clusters Score -8780826 nChanged 14
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Mstep: Class 1 contains 37541 members 
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	Iteration 150Q: 3 clusters Score -8780815 nChanged 5
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Mstep: Class 1 contains 37536 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8780816 nChanged 2
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Mstep: Class 1 contains 37534 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8780819 nChanged 3
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	Iteration 153Q: 3 clusters Score -8780811 nChanged 4
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Mstep: Class 1 contains 37527 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8780814 nChanged 6
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8780821 nChanged 8
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	Iteration 156Q: 3 clusters Score -8780826 nChanged 10
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8780827 nChanged 12
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Entering Unmasked Estep 
Score: -8780831.000000 Penalty: 3609.799561
	Iteration 158Q: 3 clusters Score -8780831 nChanged 13
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8780829 nChanged 9
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Entering Unmasked Estep 
Score: -8780835.000000 Penalty: 3609.799561
	Iteration 160F: 3 clusters Score -8780835 nChanged 6
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8780840 nChanged 3
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	Iteration 162Q: 3 clusters Score -8780833 nChanged 3
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	Iteration 163Q: 3 clusters Score -8780833 nChanged 4
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	Iteration 164Q: 3 clusters Score -8780832 nChanged 6
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	Iteration 165Q: 3 clusters Score -8780827 nChanged 5
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	Iteration 166Q: 3 clusters Score -8780824 nChanged 4
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	Iteration 167Q: 3 clusters Score -8780827 nChanged 8
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	Iteration 168Q: 3 clusters Score -8780825 nChanged 6
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	Iteration 169Q: 3 clusters Score -8780827 nChanged 5
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	Iteration 170Q: 3 clusters Score -8780836 nChanged 4
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	Iteration 171Q: 3 clusters Score -8780830 nChanged 2
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	Iteration 172Q: 3 clusters Score -8780837 nChanged 3
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	Iteration 173Q: 3 clusters Score -8780835 nChanged 5
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	Iteration 174Q: 3 clusters Score -8780841 nChanged 5
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	Iteration 175Q: 3 clusters Score -8780840 nChanged 8
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	Iteration 176Q: 3 clusters Score -8780840 nChanged 9
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	Iteration 177Q: 3 clusters Score -8780839 nChanged 7
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	Iteration 178Q: 3 clusters Score -8780841 nChanged 6
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	Iteration 179Q: 3 clusters Score -8780839 nChanged 7
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	Iteration 180F: 3 clusters Score -8780843 nChanged 4
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	Iteration 181Q: 3 clusters Score -8780843 nChanged 1
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	Iteration 182Q: 3 clusters Score -8780837 nChanged 4
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	Iteration 183Q: 3 clusters Score -8780843 nChanged 4
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	Iteration 184Q: 3 clusters Score -8780843 nChanged 4
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Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8780837.000000 Penalty: 3609.799561
	Iteration 185Q: 3 clusters Score -8780837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8780840.000000 Penalty: 3609.799561
	Iteration 186Q: 3 clusters Score -8780840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -8780837.000000 Penalty: 3609.799561
	Iteration 187Q: 3 clusters Score -8780837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -8780840.000000 Penalty: 3609.799561
	Iteration 188Q: 3 clusters Score -8780840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -8780838.000000 Penalty: 3609.799561
	Iteration 189Q: 3 clusters Score -8780838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -8780835.000000 Penalty: 3609.799561
	Iteration 190Q: 3 clusters Score -8780835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -8780837.000000 Penalty: 3609.799561
	Iteration 191Q: 3 clusters Score -8780837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -8780837.000000 Penalty: 3609.799561
	Iteration 192F: 3 clusters Score -8780837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -612706.187500 Penalty: 1387.452881
	Iteration 0F: 2 clusters Score -612706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -608670.187500 Penalty: 2774.905762
	Iteration 0F: 3 clusters Score -608670.2 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -609831.687500 Penalty: 2774.905762
	Iteration 1F: 3 clusters Score -609831.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -610147.437500 Penalty: 2774.905762
	Iteration 2F: 3 clusters Score -610147.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -610409.562500 Penalty: 2774.905762
	Iteration 3F: 3 clusters Score -610409.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -610626.250000 Penalty: 2774.905762
	Iteration 4F: 3 clusters Score -610626.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -610750.687500 Penalty: 2774.905762
	Iteration 5Q: 3 clusters Score -610750.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -610859.187500 Penalty: 2774.905762
	Iteration 6Q: 3 clusters Score -610859.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -610932.500000 Penalty: 2774.905762
	Iteration 7Q: 3 clusters Score -610932.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -610978.000000 Penalty: 2774.905762
	Iteration 8Q: 3 clusters Score -610978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -611011.437500 Penalty: 2774.905762
	Iteration 9Q: 3 clusters Score -611011.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -611037.875000 Penalty: 2774.905762
	Iteration 10Q: 3 clusters Score -611037.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -611062.437500 Penalty: 2774.905762
	Iteration 11Q: 3 clusters Score -611062.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -611082.750000 Penalty: 2774.905762
	Iteration 12Q: 3 clusters Score -611082.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -611100.187500 Penalty: 2774.905762
	Iteration 13Q: 3 clusters Score -611100.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -611111.250000 Penalty: 2774.905762
	Iteration 14Q: 3 clusters Score -611111.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -611124.562500 Penalty: 2774.905762
	Iteration 15Q: 3 clusters Score -611124.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -611132.000000 Penalty: 2774.905762
	Iteration 16Q: 3 clusters Score -611132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -611137.437500 Penalty: 2774.905762
	Iteration 17Q: 3 clusters Score -611137.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -611142.812500 Penalty: 2774.905762
	Iteration 18Q: 3 clusters Score -611142.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -611149.875000 Penalty: 2774.905762
	Iteration 19Q: 3 clusters Score -611149.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -611154.875000 Penalty: 2774.905762
	Iteration 20F: 3 clusters Score -611154.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -611159.687500 Penalty: 2774.905762
	Iteration 21Q: 3 clusters Score -611159.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -611165.312500 Penalty: 2774.905762
	Iteration 22Q: 3 clusters Score -611165.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -611169.937500 Penalty: 2774.905762
	Iteration 23Q: 3 clusters Score -611169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -611171.375000 Penalty: 2774.905762
	Iteration 24Q: 3 clusters Score -611171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -611172.125000 Penalty: 2774.905762
	Iteration 25Q: 3 clusters Score -611172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -611173.312500 Penalty: 2774.905762
	Iteration 26Q: 3 clusters Score -611173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -611174.750000 Penalty: 2774.905762
	Iteration 27Q: 3 clusters Score -611174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -611175.812500 Penalty: 2774.905762
	Iteration 28Q: 3 clusters Score -611175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -611175.437500 Penalty: 2774.905762
	Iteration 29Q: 3 clusters Score -611175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -611177.562500 Penalty: 2774.905762
	Iteration 30Q: 3 clusters Score -611177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -611177.375000 Penalty: 2774.905762
	Iteration 31Q: 3 clusters Score -611177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -611178.562500 Penalty: 2774.905762
	Iteration 32Q: 3 clusters Score -611178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -611182.312500 Penalty: 2774.905762
	Iteration 33Q: 3 clusters Score -611182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -611183.500000 Penalty: 2774.905762
	Iteration 34Q: 3 clusters Score -611183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -611184.812500 Penalty: 2774.905762
	Iteration 35Q: 3 clusters Score -611184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -611189.000000 Penalty: 2774.905762
	Iteration 36Q: 3 clusters Score -611189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -611190.125000 Penalty: 2774.905762
	Iteration 37Q: 3 clusters Score -611190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -611194.875000 Penalty: 2774.905762
	Iteration 38Q: 3 clusters Score -611194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -611199.250000 Penalty: 2774.905762
	Iteration 39Q: 3 clusters Score -611199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -611203.875000 Penalty: 2774.905762
	Iteration 40F: 3 clusters Score -611203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -611204.375000 Penalty: 2774.905762
	Iteration 41Q: 3 clusters Score -611204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -611209.312500 Penalty: 2774.905762
	Iteration 42Q: 3 clusters Score -611209.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -611213.000000 Penalty: 2774.905762
	Iteration 43Q: 3 clusters Score -611213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -611220.250000 Penalty: 2774.905762
	Iteration 44Q: 3 clusters Score -611220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -611229.250000 Penalty: 2774.905762
	Iteration 45Q: 3 clusters Score -611229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -611237.187500 Penalty: 2774.905762
	Iteration 46Q: 3 clusters Score -611237.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -611247.375000 Penalty: 2774.905762
	Iteration 47Q: 3 clusters Score -611247.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -611258.000000 Penalty: 2774.905762
	Iteration 48Q: 3 clusters Score -611258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -611266.500000 Penalty: 2774.905762
	Iteration 49Q: 3 clusters Score -611266.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -611273.187500 Penalty: 2774.905762
	Iteration 50Q: 3 clusters Score -611273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -611278.812500 Penalty: 2774.905762
	Iteration 51Q: 3 clusters Score -611278.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -611285.375000 Penalty: 2774.905762
	Iteration 52Q: 3 clusters Score -611285.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -611292.437500 Penalty: 2774.905762
	Iteration 53Q: 3 clusters Score -611292.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -611299.562500 Penalty: 2774.905762
	Iteration 54Q: 3 clusters Score -611299.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -611306.687500 Penalty: 2774.905762
	Iteration 55Q: 3 clusters Score -611306.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -611315.750000 Penalty: 2774.905762
	Iteration 56Q: 3 clusters Score -611315.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -611322.937500 Penalty: 2774.905762
	Iteration 57Q: 3 clusters Score -611322.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -611329.125000 Penalty: 2774.905762
	Iteration 58Q: 3 clusters Score -611329.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -611330.625000 Penalty: 2774.905762
	Iteration 59Q: 3 clusters Score -611330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -611333.937500 Penalty: 2774.905762
	Iteration 60F: 3 clusters Score -611333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -611335.687500 Penalty: 2774.905762
	Iteration 61Q: 3 clusters Score -611335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -611338.375000 Penalty: 2774.905762
	Iteration 62Q: 3 clusters Score -611338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -611343.750000 Penalty: 2774.905762
	Iteration 63Q: 3 clusters Score -611343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -611345.312500 Penalty: 2774.905762
	Iteration 64Q: 3 clusters Score -611345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -611348.750000 Penalty: 2774.905762
	Iteration 65Q: 3 clusters Score -611348.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -611351.625000 Penalty: 2774.905762
	Iteration 66Q: 3 clusters Score -611351.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -611356.375000 Penalty: 2774.905762
	Iteration 67Q: 3 clusters Score -611356.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -611357.687500 Penalty: 2774.905762
	Iteration 68Q: 3 clusters Score -611357.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -611361.312500 Penalty: 2774.905762
	Iteration 69Q: 3 clusters Score -611361.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -611364.437500 Penalty: 2774.905762
	Iteration 70Q: 3 clusters Score -611364.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -611369.250000 Penalty: 2774.905762
	Iteration 71Q: 3 clusters Score -611369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -611372.187500 Penalty: 2774.905762
	Iteration 72Q: 3 clusters Score -611372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -611376.875000 Penalty: 2774.905762
	Iteration 73Q: 3 clusters Score -611376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -611381.125000 Penalty: 2774.905762
	Iteration 74Q: 3 clusters Score -611381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -611385.875000 Penalty: 2774.905762
	Iteration 75Q: 3 clusters Score -611385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -611386.875000 Penalty: 2774.905762
	Iteration 76Q: 3 clusters Score -611386.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -611390.437500 Penalty: 2774.905762
	Iteration 77Q: 3 clusters Score -611390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -611391.812500 Penalty: 2774.905762
	Iteration 78Q: 3 clusters Score -611391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -611393.937500 Penalty: 2774.905762
	Iteration 79Q: 3 clusters Score -611393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -611396.625000 Penalty: 2774.905762
	Iteration 80F: 3 clusters Score -611396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -611398.312500 Penalty: 2774.905762
	Iteration 81Q: 3 clusters Score -611398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -611400.687500 Penalty: 2774.905762
	Iteration 82Q: 3 clusters Score -611400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -611402.750000 Penalty: 2774.905762
	Iteration 83Q: 3 clusters Score -611402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -611405.562500 Penalty: 2774.905762
	Iteration 84Q: 3 clusters Score -611405.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -611408.062500 Penalty: 2774.905762
	Iteration 85Q: 3 clusters Score -611408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -611411.062500 Penalty: 2774.905762
	Iteration 86Q: 3 clusters Score -611411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -611412.312500 Penalty: 2774.905762
	Iteration 87Q: 3 clusters Score -611412.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -611414.375000 Penalty: 2774.905762
	Iteration 88Q: 3 clusters Score -611414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -611416.250000 Penalty: 2774.905762
	Iteration 89Q: 3 clusters Score -611416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -611416.500000 Penalty: 2774.905762
	Iteration 90Q: 3 clusters Score -611416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -611417.250000 Penalty: 2774.905762
	Iteration 91Q: 3 clusters Score -611417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -611418.125000 Penalty: 2774.905762
	Iteration 92Q: 3 clusters Score -611418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -611419.750000 Penalty: 2774.905762
	Iteration 93Q: 3 clusters Score -611419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -611422.062500 Penalty: 2774.905762
	Iteration 94Q: 3 clusters Score -611422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -611422.187500 Penalty: 2774.905762
	Iteration 95Q: 3 clusters Score -611422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -611422.250000 Penalty: 2774.905762
	Iteration 96Q: 3 clusters Score -611422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -611423.625000 Penalty: 2774.905762
	Iteration 97Q: 3 clusters Score -611423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -611424.812500 Penalty: 2774.905762
	Iteration 98Q: 3 clusters Score -611424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -611426.312500 Penalty: 2774.905762
	Iteration 99Q: 3 clusters Score -611426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -611425.562500 Penalty: 2774.905762
	Iteration 100F: 3 clusters Score -611425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -611426.000000 Penalty: 2774.905762
	Iteration 101Q: 3 clusters Score -611426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -611426.125000 Penalty: 2774.905762
	Iteration 102Q: 3 clusters Score -611426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -611425.875000 Penalty: 2774.905762
	Iteration 103Q: 3 clusters Score -611425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -611427.375000 Penalty: 2774.905762
	Iteration 104Q: 3 clusters Score -611427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -611427.437500 Penalty: 2774.905762
	Iteration 105Q: 3 clusters Score -611427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -611427.500000 Penalty: 2774.905762
	Iteration 106Q: 3 clusters Score -611427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -611427.875000 Penalty: 2774.905762
	Iteration 107Q: 3 clusters Score -611427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -611427.875000 Penalty: 2774.905762
	Iteration 108F: 3 clusters Score -611427.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -671414.312500 Penalty: 1400.386475
	Iteration 0F: 2 clusters Score -671414.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -667105.500000 Penalty: 2800.772949
	Iteration 0F: 3 clusters Score -667105.5 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -668378.187500 Penalty: 2800.772949
	Iteration 1F: 3 clusters Score -668378.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -668548.375000 Penalty: 2800.772949
	Iteration 2F: 3 clusters Score -668548.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -668664.437500 Penalty: 2800.772949
	Iteration 3Q: 3 clusters Score -668664.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -668768.875000 Penalty: 2800.772949
	Iteration 4Q: 3 clusters Score -668768.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -668865.625000 Penalty: 2800.772949
	Iteration 5Q: 3 clusters Score -668865.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -668964.875000 Penalty: 2800.772949
	Iteration 6Q: 3 clusters Score -668964.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -669073.875000 Penalty: 2800.772949
	Iteration 7Q: 3 clusters Score -669073.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -669187.625000 Penalty: 2800.772949
	Iteration 8Q: 3 clusters Score -669187.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -669299.687500 Penalty: 2800.772949
	Iteration 9Q: 3 clusters Score -669299.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -669432.250000 Penalty: 2800.772949
	Iteration 10Q: 3 clusters Score -669432.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -669568.125000 Penalty: 2800.772949
	Iteration 11Q: 3 clusters Score -669568.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -669696.250000 Penalty: 2800.772949
	Iteration 12Q: 3 clusters Score -669696.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -669791.500000 Penalty: 2800.772949
	Iteration 13Q: 3 clusters Score -669791.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -669866.812500 Penalty: 2800.772949
	Iteration 14Q: 3 clusters Score -669866.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -669921.937500 Penalty: 2800.772949
	Iteration 15Q: 3 clusters Score -669921.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -669961.687500 Penalty: 2800.772949
	Iteration 16Q: 3 clusters Score -669961.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -669989.062500 Penalty: 2800.772949
	Iteration 17Q: 3 clusters Score -669989.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -670009.937500 Penalty: 2800.772949
	Iteration 18Q: 3 clusters Score -670009.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -670027.687500 Penalty: 2800.772949
	Iteration 19Q: 3 clusters Score -670027.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -670042.062500 Penalty: 2800.772949
	Iteration 20F: 3 clusters Score -670042.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -670058.062500 Penalty: 2800.772949
	Iteration 21Q: 3 clusters Score -670058.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -670076.312500 Penalty: 2800.772949
	Iteration 22Q: 3 clusters Score -670076.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -670092.062500 Penalty: 2800.772949
	Iteration 23Q: 3 clusters Score -670092.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -670105.000000 Penalty: 2800.772949
	Iteration 24Q: 3 clusters Score -670105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -670117.875000 Penalty: 2800.772949
	Iteration 25Q: 3 clusters Score -670117.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -670128.375000 Penalty: 2800.772949
	Iteration 26Q: 3 clusters Score -670128.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -670142.562500 Penalty: 2800.772949
	Iteration 27Q: 3 clusters Score -670142.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -670155.625000 Penalty: 2800.772949
	Iteration 28Q: 3 clusters Score -670155.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -670170.187500 Penalty: 2800.772949
	Iteration 29Q: 3 clusters Score -670170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -670181.062500 Penalty: 2800.772949
	Iteration 30Q: 3 clusters Score -670181.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -670194.000000 Penalty: 2800.772949
	Iteration 31Q: 3 clusters Score -670194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -670209.062500 Penalty: 2800.772949
	Iteration 32Q: 3 clusters Score -670209.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -670224.187500 Penalty: 2800.772949
	Iteration 33Q: 3 clusters Score -670224.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -670232.500000 Penalty: 2800.772949
	Iteration 34Q: 3 clusters Score -670232.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -670242.875000 Penalty: 2800.772949
	Iteration 35Q: 3 clusters Score -670242.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -670252.812500 Penalty: 2800.772949
	Iteration 36Q: 3 clusters Score -670252.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -670258.062500 Penalty: 2800.772949
	Iteration 37Q: 3 clusters Score -670258.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -670266.312500 Penalty: 2800.772949
	Iteration 38Q: 3 clusters Score -670266.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -670271.312500 Penalty: 2800.772949
	Iteration 39Q: 3 clusters Score -670271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -670275.437500 Penalty: 2800.772949
	Iteration 40F: 3 clusters Score -670275.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -670278.625000 Penalty: 2800.772949
	Iteration 41Q: 3 clusters Score -670278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -670283.812500 Penalty: 2800.772949
	Iteration 42Q: 3 clusters Score -670283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -670287.375000 Penalty: 2800.772949
	Iteration 43Q: 3 clusters Score -670287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -670290.562500 Penalty: 2800.772949
	Iteration 44Q: 3 clusters Score -670290.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -670293.312500 Penalty: 2800.772949
	Iteration 45Q: 3 clusters Score -670293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -670296.937500 Penalty: 2800.772949
	Iteration 46Q: 3 clusters Score -670296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -670301.250000 Penalty: 2800.772949
	Iteration 47Q: 3 clusters Score -670301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -670301.812500 Penalty: 2800.772949
	Iteration 48Q: 3 clusters Score -670301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -670303.312500 Penalty: 2800.772949
	Iteration 49Q: 3 clusters Score -670303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -670306.062500 Penalty: 2800.772949
	Iteration 50Q: 3 clusters Score -670306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -670306.500000 Penalty: 2800.772949
	Iteration 51Q: 3 clusters Score -670306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -670306.625000 Penalty: 2800.772949
	Iteration 52Q: 3 clusters Score -670306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -670306.625000 Penalty: 2800.772949
	Iteration 53F: 3 clusters Score -670306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21434.248047 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21434.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21622.402344 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21622.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21675.441406 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -21675.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21704.429688 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21704.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21733.677734 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21733.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21751.800781 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21752.925781 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -21752.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21765.279297 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -21765.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21772.339844 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -21772.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21779.560547 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -21779.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21797.455078 Penalty: 1783.904785
	Iteration 10Q: 3 clusters Score -21797.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21799.759766 Penalty: 1783.904785
	Iteration 11Q: 3 clusters Score -21799.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21799.759766 Penalty: 1783.904785
	Iteration 12F: 3 clusters Score -21799.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -332973.375000 Penalty: 1278.529053
	Iteration 0F: 2 clusters Score -332973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330470.468750 Penalty: 2557.058105
	Iteration 0F: 3 clusters Score -330470.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -331021.156250 Penalty: 2557.058105
	Iteration 1F: 3 clusters Score -331021.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -331148.781250 Penalty: 2557.058105
	Iteration 2F: 3 clusters Score -331148.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -331231.593750 Penalty: 2557.058105
	Iteration 3F: 3 clusters Score -331231.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -331289.125000 Penalty: 2557.058105
	Iteration 4Q: 3 clusters Score -331289.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -331325.500000 Penalty: 2557.058105
	Iteration 5Q: 3 clusters Score -331325.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -331353.000000 Penalty: 2557.058105
	Iteration 6Q: 3 clusters Score -331353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -331373.281250 Penalty: 2557.058105
	Iteration 7Q: 3 clusters Score -331373.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -331393.218750 Penalty: 2557.058105
	Iteration 8Q: 3 clusters Score -331393.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -331410.812500 Penalty: 2557.058105
	Iteration 9Q: 3 clusters Score -331410.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -331426.875000 Penalty: 2557.058105
	Iteration 10Q: 3 clusters Score -331426.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -331446.625000 Penalty: 2557.058105
	Iteration 11Q: 3 clusters Score -331446.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -331460.375000 Penalty: 2557.058105
	Iteration 12Q: 3 clusters Score -331460.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -331469.656250 Penalty: 2557.058105
	Iteration 13Q: 3 clusters Score -331469.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -331477.031250 Penalty: 2557.058105
	Iteration 14Q: 3 clusters Score -331477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -331485.031250 Penalty: 2557.058105
	Iteration 15Q: 3 clusters Score -331485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -331489.718750 Penalty: 2557.058105
	Iteration 16Q: 3 clusters Score -331489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -331495.031250 Penalty: 2557.058105
	Iteration 17Q: 3 clusters Score -331495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -331498.062500 Penalty: 2557.058105
	Iteration 18Q: 3 clusters Score -331498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -331500.968750 Penalty: 2557.058105
	Iteration 19Q: 3 clusters Score -331501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -331502.093750 Penalty: 2557.058105
	Iteration 20F: 3 clusters Score -331502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -331505.843750 Penalty: 2557.058105
	Iteration 21Q: 3 clusters Score -331505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -331508.375000 Penalty: 2557.058105
	Iteration 22Q: 3 clusters Score -331508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -331512.406250 Penalty: 2557.058105
	Iteration 23Q: 3 clusters Score -331512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -331517.281250 Penalty: 2557.058105
	Iteration 24Q: 3 clusters Score -331517.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -331523.750000 Penalty: 2557.058105
	Iteration 25Q: 3 clusters Score -331523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -331530.625000 Penalty: 2557.058105
	Iteration 26Q: 3 clusters Score -331530.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -331536.625000 Penalty: 2557.058105
	Iteration 27Q: 3 clusters Score -331536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -331541.656250 Penalty: 2557.058105
	Iteration 28Q: 3 clusters Score -331541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -331545.093750 Penalty: 2557.058105
	Iteration 29Q: 3 clusters Score -331545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -331548.343750 Penalty: 2557.058105
	Iteration 30Q: 3 clusters Score -331548.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -331552.062500 Penalty: 2557.058105
	Iteration 31Q: 3 clusters Score -331552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -331555.937500 Penalty: 2557.058105
	Iteration 32Q: 3 clusters Score -331555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -331560.781250 Penalty: 2557.058105
	Iteration 33Q: 3 clusters Score -331560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -331563.062500 Penalty: 2557.058105
	Iteration 34Q: 3 clusters Score -331563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -331565.937500 Penalty: 2557.058105
	Iteration 35Q: 3 clusters Score -331565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -331569.812500 Penalty: 2557.058105
	Iteration 36Q: 3 clusters Score -331569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -331572.906250 Penalty: 2557.058105
	Iteration 37Q: 3 clusters Score -331572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -331573.843750 Penalty: 2557.058105
	Iteration 38Q: 3 clusters Score -331573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -331576.406250 Penalty: 2557.058105
	Iteration 39Q: 3 clusters Score -331576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -331578.968750 Penalty: 2557.058105
	Iteration 40F: 3 clusters Score -331579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -331581.093750 Penalty: 2557.058105
	Iteration 41Q: 3 clusters Score -331581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -331583.125000 Penalty: 2557.058105
	Iteration 42Q: 3 clusters Score -331583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -331584.406250 Penalty: 2557.058105
	Iteration 43Q: 3 clusters Score -331584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -331586.093750 Penalty: 2557.058105
	Iteration 44Q: 3 clusters Score -331586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -331587.500000 Penalty: 2557.058105
	Iteration 45Q: 3 clusters Score -331587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -331588.250000 Penalty: 2557.058105
	Iteration 46Q: 3 clusters Score -331588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -331590.781250 Penalty: 2557.058105
	Iteration 47Q: 3 clusters Score -331590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -331593.125000 Penalty: 2557.058105
	Iteration 48Q: 3 clusters Score -331593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -331594.187500 Penalty: 2557.058105
	Iteration 49Q: 3 clusters Score -331594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -331594.375000 Penalty: 2557.058105
	Iteration 50Q: 3 clusters Score -331594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -331594.375000 Penalty: 2557.058105
	Iteration 51F: 3 clusters Score -331594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -158677.968750 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -158678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157062.859375 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -157062.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157558.484375 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -157558.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157745.796875 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -157745.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157864.500000 Penalty: 2360.354248
	Iteration 3F: 3 clusters Score -157864.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157952.421875 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -157952.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158029.593750 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -158029.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -158145.828125 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -158145.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158248.203125 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -158248.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158314.859375 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -158314.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158355.984375 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -158356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -158381.296875 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -158381.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158402.375000 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -158402.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158422.640625 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -158422.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -158441.234375 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -158441.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158452.187500 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -158452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158460.718750 Penalty: 2360.354248
	Iteration 15Q: 3 clusters Score -158460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158464.875000 Penalty: 2360.354248
	Iteration 16Q: 3 clusters Score -158464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158471.000000 Penalty: 2360.354248
	Iteration 17Q: 3 clusters Score -158471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158471.718750 Penalty: 2360.354248
	Iteration 18Q: 3 clusters Score -158471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158473.406250 Penalty: 2360.354248
	Iteration 19F: 3 clusters Score -158473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158476.453125 Penalty: 2360.354248
	Iteration 20F: 3 clusters Score -158476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -158483.578125 Penalty: 2360.354248
	Iteration 21Q: 3 clusters Score -158483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158487.593750 Penalty: 2360.354248
	Iteration 22Q: 3 clusters Score -158487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158495.046875 Penalty: 2360.354248
	Iteration 23Q: 3 clusters Score -158495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -158504.171875 Penalty: 2360.354248
	Iteration 24Q: 3 clusters Score -158504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -158511.156250 Penalty: 2360.354248
	Iteration 25Q: 3 clusters Score -158511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -158514.000000 Penalty: 2360.354248
	Iteration 26Q: 3 clusters Score -158514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158515.281250 Penalty: 2360.354248
	Iteration 27Q: 3 clusters Score -158515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158515.281250 Penalty: 2360.354248
	Iteration 28F: 3 clusters Score -158515.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Entering Unmasked Estep 
Score: -2516269.250000 Penalty: 1599.581421
	Iteration 0F: 2 clusters Score -2516269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2503346.000000 Penalty: 3199.162842
	Iteration 0F: 3 clusters Score -2503346 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2507830.750000 Penalty: 3199.162842
	Iteration 1F: 3 clusters Score -2507831 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2508108.000000 Penalty: 3199.162842
	Iteration 2Q: 3 clusters Score -2508108 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2508399.000000 Penalty: 3199.162842
	Iteration 3Q: 3 clusters Score -2508399 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2508633.750000 Penalty: 3199.162842
	Iteration 4Q: 3 clusters Score -2508634 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2508792.250000 Penalty: 3199.162842
	Iteration 5Q: 3 clusters Score -2508792 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2508940.500000 Penalty: 3199.162842
	Iteration 6Q: 3 clusters Score -2508940 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2509081.750000 Penalty: 3199.162842
	Iteration 7Q: 3 clusters Score -2509082 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2509245.000000 Penalty: 3199.162842
	Iteration 8Q: 3 clusters Score -2509245 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2509473.500000 Penalty: 3199.162842
	Iteration 9Q: 3 clusters Score -2509474 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2509745.750000 Penalty: 3199.162842
	Iteration 10Q: 3 clusters Score -2509746 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2510151.000000 Penalty: 3199.162842
	Iteration 11Q: 3 clusters Score -2510151 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2510679.500000 Penalty: 3199.162842
	Iteration 12Q: 3 clusters Score -2510680 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2511349.500000 Penalty: 3199.162842
	Iteration 13Q: 3 clusters Score -2511350 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2512043.250000 Penalty: 3199.162842
	Iteration 14Q: 3 clusters Score -2512043 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2512737.250000 Penalty: 3199.162842
	Iteration 15Q: 3 clusters Score -2512737 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2513318.250000 Penalty: 3199.162842
	Iteration 16Q: 3 clusters Score -2513318 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2513723.500000 Penalty: 3199.162842
	Iteration 17Q: 3 clusters Score -2513724 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2514034.250000 Penalty: 3199.162842
	Iteration 18Q: 3 clusters Score -2514034 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2514258.750000 Penalty: 3199.162842
	Iteration 19Q: 3 clusters Score -2514259 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2514422.500000 Penalty: 3199.162842
	Iteration 20F: 3 clusters Score -2514422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2514548.000000 Penalty: 3199.162842
	Iteration 21Q: 3 clusters Score -2514548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2514660.500000 Penalty: 3199.162842
	Iteration 22Q: 3 clusters Score -2514660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2514725.500000 Penalty: 3199.162842
	Iteration 23Q: 3 clusters Score -2514726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2514776.250000 Penalty: 3199.162842
	Iteration 24Q: 3 clusters Score -2514776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2514795.250000 Penalty: 3199.162842
	Iteration 25Q: 3 clusters Score -2514795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2514813.250000 Penalty: 3199.162842
	Iteration 26Q: 3 clusters Score -2514813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2514826.500000 Penalty: 3199.162842
	Iteration 27Q: 3 clusters Score -2514826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2514844.000000 Penalty: 3199.162842
	Iteration 28Q: 3 clusters Score -2514844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2514862.750000 Penalty: 3199.162842
	Iteration 29Q: 3 clusters Score -2514863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2514872.500000 Penalty: 3199.162842
	Iteration 30Q: 3 clusters Score -2514872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2514880.000000 Penalty: 3199.162842
	Iteration 31Q: 3 clusters Score -2514880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2514883.000000 Penalty: 3199.162842
	Iteration 32Q: 3 clusters Score -2514883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2514889.000000 Penalty: 3199.162842
	Iteration 33Q: 3 clusters Score -2514889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2514894.250000 Penalty: 3199.162842
	Iteration 34Q: 3 clusters Score -2514894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2514903.000000 Penalty: 3199.162842
	Iteration 35Q: 3 clusters Score -2514903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2514907.500000 Penalty: 3199.162842
	Iteration 36Q: 3 clusters Score -2514908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2514906.750000 Penalty: 3199.162842
	Iteration 37Q: 3 clusters Score -2514907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2514906.750000 Penalty: 3199.162842
	Iteration 38F: 3 clusters Score -2514907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -292950.437500 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -292950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -290651.125000 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -290651.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -291128.156250 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -291128.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291231.812500 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -291231.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -291287.125000 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -291287.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291319.437500 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -291319.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -291342.000000 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -291342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291352.843750 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -291352.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291358.750000 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -291358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291363.562500 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -291363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291367.125000 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -291367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -291370.000000 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -291370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -291372.031250 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -291372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -291373.812500 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -291373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -291375.437500 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -291375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -291378.312500 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -291378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -291379.625000 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -291379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291381.000000 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -291381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -291383.187500 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -291383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291386.468750 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -291386.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291392.968750 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -291393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291400.843750 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -291400.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -291407.781250 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -291407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -291415.656250 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -291415.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291422.218750 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -291422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291428.312500 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -291428.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -291436.718750 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -291436.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -291441.031250 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -291441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -291445.625000 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -291445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -291450.406250 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -291450.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -291454.781250 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -291454.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -291459.343750 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -291459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -291465.000000 Penalty: 2515.716064
	Iteration 31Q: 3 clusters Score -291465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -291468.593750 Penalty: 2515.716064
	Iteration 32Q: 3 clusters Score -291468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -291471.875000 Penalty: 2515.716064
	Iteration 33Q: 3 clusters Score -291471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -291476.562500 Penalty: 2515.716064
	Iteration 34Q: 3 clusters Score -291476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -291479.500000 Penalty: 2515.716064
	Iteration 35Q: 3 clusters Score -291479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -291482.343750 Penalty: 2515.716064
	Iteration 36Q: 3 clusters Score -291482.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -291488.687500 Penalty: 2515.716064
	Iteration 37Q: 3 clusters Score -291488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -291494.468750 Penalty: 2515.716064
	Iteration 38Q: 3 clusters Score -291494.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -291502.656250 Penalty: 2515.716064
	Iteration 39Q: 3 clusters Score -291502.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -291515.343750 Penalty: 2515.716064
	Iteration 40F: 3 clusters Score -291515.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -291525.656250 Penalty: 2515.716064
	Iteration 41Q: 3 clusters Score -291525.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -291533.562500 Penalty: 2515.716064
	Iteration 42Q: 3 clusters Score -291533.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -291537.875000 Penalty: 2515.716064
	Iteration 43Q: 3 clusters Score -291537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -291541.250000 Penalty: 2515.716064
	Iteration 44Q: 3 clusters Score -291541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -291542.062500 Penalty: 2515.716064
	Iteration 45Q: 3 clusters Score -291542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -291544.312500 Penalty: 2515.716064
	Iteration 46Q: 3 clusters Score -291544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -291545.031250 Penalty: 2515.716064
	Iteration 47Q: 3 clusters Score -291545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -291546.687500 Penalty: 2515.716064
	Iteration 48Q: 3 clusters Score -291546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -291548.281250 Penalty: 2515.716064
	Iteration 49Q: 3 clusters Score -291548.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -291548.781250 Penalty: 2515.716064
	Iteration 50Q: 3 clusters Score -291548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -291550.625000 Penalty: 2515.716064
	Iteration 51Q: 3 clusters Score -291550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -291553.656250 Penalty: 2515.716064
	Iteration 52Q: 3 clusters Score -291553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -291557.062500 Penalty: 2515.716064
	Iteration 53Q: 3 clusters Score -291557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -291562.875000 Penalty: 2515.716064
	Iteration 54Q: 3 clusters Score -291562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -291565.375000 Penalty: 2515.716064
	Iteration 55Q: 3 clusters Score -291565.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -291570.500000 Penalty: 2515.716064
	Iteration 56Q: 3 clusters Score -291570.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -291575.718750 Penalty: 2515.716064
	Iteration 57Q: 3 clusters Score -291575.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -291581.656250 Penalty: 2515.716064
	Iteration 58Q: 3 clusters Score -291581.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -291591.437500 Penalty: 2515.716064
	Iteration 59Q: 3 clusters Score -291591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -291598.937500 Penalty: 2515.716064
	Iteration 60F: 3 clusters Score -291598.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -291609.343750 Penalty: 2515.716064
	Iteration 61Q: 3 clusters Score -291609.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291615.937500 Penalty: 2515.716064
	Iteration 62Q: 3 clusters Score -291615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291621.625000 Penalty: 2515.716064
	Iteration 63Q: 3 clusters Score -291621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -291626.031250 Penalty: 2515.716064
	Iteration 64Q: 3 clusters Score -291626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -291633.750000 Penalty: 2515.716064
	Iteration 65Q: 3 clusters Score -291633.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -291638.562500 Penalty: 2515.716064
	Iteration 66Q: 3 clusters Score -291638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -291641.843750 Penalty: 2515.716064
	Iteration 67Q: 3 clusters Score -291641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -291644.062500 Penalty: 2515.716064
	Iteration 68Q: 3 clusters Score -291644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -291644.531250 Penalty: 2515.716064
	Iteration 69Q: 3 clusters Score -291644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -291644.875000 Penalty: 2515.716064
	Iteration 70Q: 3 clusters Score -291644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -291647.687500 Penalty: 2515.716064
	Iteration 71Q: 3 clusters Score -291647.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291654.093750 Penalty: 2515.716064
	Iteration 72Q: 3 clusters Score -291654.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -291664.093750 Penalty: 2515.716064
	Iteration 73Q: 3 clusters Score -291664.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291675.687500 Penalty: 2515.716064
	Iteration 74Q: 3 clusters Score -291675.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -291684.281250 Penalty: 2515.716064
	Iteration 75Q: 3 clusters Score -291684.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -291692.437500 Penalty: 2515.716064
	Iteration 76Q: 3 clusters Score -291692.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -291699.718750 Penalty: 2515.716064
	Iteration 77Q: 3 clusters Score -291699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -291704.406250 Penalty: 2515.716064
	Iteration 78Q: 3 clusters Score -291704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -291708.437500 Penalty: 2515.716064
	Iteration 79Q: 3 clusters Score -291708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -291713.718750 Penalty: 2515.716064
	Iteration 80F: 3 clusters Score -291713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -291717.093750 Penalty: 2515.716064
	Iteration 81Q: 3 clusters Score -291717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -291720.343750 Penalty: 2515.716064
	Iteration 82Q: 3 clusters Score -291720.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -291723.843750 Penalty: 2515.716064
	Iteration 83Q: 3 clusters Score -291723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -291728.875000 Penalty: 2515.716064
	Iteration 84Q: 3 clusters Score -291728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -291732.437500 Penalty: 2515.716064
	Iteration 85Q: 3 clusters Score -291732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -291736.562500 Penalty: 2515.716064
	Iteration 86Q: 3 clusters Score -291736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -291740.781250 Penalty: 2515.716064
	Iteration 87Q: 3 clusters Score -291740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -291745.312500 Penalty: 2515.716064
	Iteration 88Q: 3 clusters Score -291745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -291747.968750 Penalty: 2515.716064
	Iteration 89Q: 3 clusters Score -291748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -291750.343750 Penalty: 2515.716064
	Iteration 90Q: 3 clusters Score -291750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -291751.968750 Penalty: 2515.716064
	Iteration 91Q: 3 clusters Score -291752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -291755.093750 Penalty: 2515.716064
	Iteration 92Q: 3 clusters Score -291755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -291756.812500 Penalty: 2515.716064
	Iteration 93Q: 3 clusters Score -291756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -291757.875000 Penalty: 2515.716064
	Iteration 94Q: 3 clusters Score -291757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -291758.312500 Penalty: 2515.716064
	Iteration 95Q: 3 clusters Score -291758.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -291759.000000 Penalty: 2515.716064
	Iteration 96Q: 3 clusters Score -291759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -291759.000000 Penalty: 2515.716064
	Iteration 97F: 3 clusters Score -291759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Entering Unmasked Estep 
Score: -11778657.000000 Penalty: 1851.842407
	Iteration 0F: 2 clusters Score -1.177866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -11724502.000000 Penalty: 3703.684814
	Iteration 0F: 3 clusters Score -1.17245e+07 nChanged 42545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -11749592.000000 Penalty: 3703.684814
	Iteration 1F: 3 clusters Score -1.174959e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -11750746.000000 Penalty: 3703.684814
	Iteration 2Q: 3 clusters Score -1.175075e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -11752661.000000 Penalty: 3703.684814
	Iteration 3Q: 3 clusters Score -1.175266e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -11755493.000000 Penalty: 3703.684814
	Iteration 4F: 3 clusters Score -1.175549e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -11759642.000000 Penalty: 3703.684814
	Iteration 5F: 3 clusters Score -1.175964e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -11764519.000000 Penalty: 3703.684814
	Iteration 6F: 3 clusters Score -1.176452e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -11768754.000000 Penalty: 3703.684814
	Iteration 7F: 3 clusters Score -1.176875e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -11771708.000000 Penalty: 3703.684814
	Iteration 8Q: 3 clusters Score -1.177171e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -11773573.000000 Penalty: 3703.684814
	Iteration 9Q: 3 clusters Score -1.177357e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -11774677.000000 Penalty: 3703.684814
	Iteration 10Q: 3 clusters Score -1.177468e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -11775201.000000 Penalty: 3703.684814
	Iteration 11Q: 3 clusters Score -1.17752e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -11775672.000000 Penalty: 3703.684814
	Iteration 12Q: 3 clusters Score -1.177567e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -11776029.000000 Penalty: 3703.684814
	Iteration 13Q: 3 clusters Score -1.177603e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -11776297.000000 Penalty: 3703.684814
	Iteration 14Q: 3 clusters Score -1.17763e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -11776488.000000 Penalty: 3703.684814
	Iteration 15Q: 3 clusters Score -1.177649e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -11776635.000000 Penalty: 3703.684814
	Iteration 16Q: 3 clusters Score -1.177664e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -11776755.000000 Penalty: 3703.684814
	Iteration 17Q: 3 clusters Score -1.177676e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -11776834.000000 Penalty: 3703.684814
	Iteration 18Q: 3 clusters Score -1.177683e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -11776880.000000 Penalty: 3703.684814
	Iteration 19Q: 3 clusters Score -1.177688e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -11776914.000000 Penalty: 3703.684814
	Iteration 20F: 3 clusters Score -1.177691e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -11776939.000000 Penalty: 3703.684814
	Iteration 21Q: 3 clusters Score -1.177694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -11776943.000000 Penalty: 3703.684814
	Iteration 22Q: 3 clusters Score -1.177694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -11776969.000000 Penalty: 3703.684814
	Iteration 23Q: 3 clusters Score -1.177697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -11776970.000000 Penalty: 3703.684814
	Iteration 24Q: 3 clusters Score -1.177697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -11776988.000000 Penalty: 3703.684814
	Iteration 25Q: 3 clusters Score -1.177699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -11777009.000000 Penalty: 3703.684814
	Iteration 26Q: 3 clusters Score -1.177701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -11777038.000000 Penalty: 3703.684814
	Iteration 27Q: 3 clusters Score -1.177704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -11777025.000000 Penalty: 3703.684814
	Iteration 28Q: 3 clusters Score -1.177702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -11777046.000000 Penalty: 3703.684814
	Iteration 29Q: 3 clusters Score -1.177705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -11777053.000000 Penalty: 3703.684814
	Iteration 30Q: 3 clusters Score -1.177705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -11777060.000000 Penalty: 3703.684814
	Iteration 31Q: 3 clusters Score -1.177706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -11777053.000000 Penalty: 3703.684814
	Iteration 32Q: 3 clusters Score -1.177705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -11777057.000000 Penalty: 3703.684814
	Iteration 33Q: 3 clusters Score -1.177706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -11777063.000000 Penalty: 3703.684814
	Iteration 34Q: 3 clusters Score -1.177706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 88472 members 
Entering Unmasked Estep 
Score: -11777066.000000 Penalty: 3703.684814
	Iteration 35Q: 3 clusters Score -1.177707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -11777069.000000 Penalty: 3703.684814
	Iteration 36Q: 3 clusters Score -1.177707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -11777084.000000 Penalty: 3703.684814
	Iteration 37Q: 3 clusters Score -1.177708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -11777071.000000 Penalty: 3703.684814
	Iteration 38Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -11777078.000000 Penalty: 3703.684814
	Iteration 39Q: 3 clusters Score -1.177708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -11777067.000000 Penalty: 3703.684814
	Iteration 40F: 3 clusters Score -1.177707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -11777065.000000 Penalty: 3703.684814
	Iteration 41Q: 3 clusters Score -1.177706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -11777072.000000 Penalty: 3703.684814
	Iteration 42Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -11777071.000000 Penalty: 3703.684814
	Iteration 43Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 3703.684814
	Iteration 44Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 3703.684814
	Iteration 45Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 3703.684814
	Iteration 46Q: 3 clusters Score -1.177707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -11777075.000000 Penalty: 3703.684814
	Iteration 47Q: 3 clusters Score -1.177708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 3703.684814
	Iteration 48Q: 3 clusters Score -1.177707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -11777076.000000 Penalty: 3703.684814
	Iteration 49Q: 3 clusters Score -1.177708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -11777074.000000 Penalty: 3703.684814
	Iteration 50Q: 3 clusters Score -1.177707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -11777082.000000 Penalty: 3703.684814
	Iteration 51Q: 3 clusters Score -1.177708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -11777075.000000 Penalty: 3703.684814
	Iteration 52Q: 3 clusters Score -1.177708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -11777075.000000 Penalty: 3703.684814
	Iteration 53F: 3 clusters Score -1.177708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -230021.453125 Penalty: 1220.622803
	Iteration 0F: 2 clusters Score -230021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -228021.671875 Penalty: 2441.245605
	Iteration 0F: 3 clusters Score -228021.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228421.078125 Penalty: 2441.245605
	Iteration 1F: 3 clusters Score -228421.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -228553.781250 Penalty: 2441.245605
	Iteration 2F: 3 clusters Score -228553.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -228625.484375 Penalty: 2441.245605
	Iteration 3F: 3 clusters Score -228625.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -228685.000000 Penalty: 2441.245605
	Iteration 4Q: 3 clusters Score -228685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -228733.796875 Penalty: 2441.245605
	Iteration 5Q: 3 clusters Score -228733.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -228772.187500 Penalty: 2441.245605
	Iteration 6Q: 3 clusters Score -228772.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -228811.390625 Penalty: 2441.245605
	Iteration 7Q: 3 clusters Score -228811.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -228868.203125 Penalty: 2441.245605
	Iteration 8Q: 3 clusters Score -228868.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -228913.859375 Penalty: 2441.245605
	Iteration 9Q: 3 clusters Score -228913.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -228956.281250 Penalty: 2441.245605
	Iteration 10Q: 3 clusters Score -228956.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228987.484375 Penalty: 2441.245605
	Iteration 11Q: 3 clusters Score -228987.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -229006.390625 Penalty: 2441.245605
	Iteration 12Q: 3 clusters Score -229006.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -229025.765625 Penalty: 2441.245605
	Iteration 13Q: 3 clusters Score -229025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -229049.390625 Penalty: 2441.245605
	Iteration 14Q: 3 clusters Score -229049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -229070.546875 Penalty: 2441.245605
	Iteration 15Q: 3 clusters Score -229070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -229080.781250 Penalty: 2441.245605
	Iteration 16Q: 3 clusters Score -229080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -229090.156250 Penalty: 2441.245605
	Iteration 17Q: 3 clusters Score -229090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -229099.296875 Penalty: 2441.245605
	Iteration 18Q: 3 clusters Score -229099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -229105.140625 Penalty: 2441.245605
	Iteration 19Q: 3 clusters Score -229105.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -229114.656250 Penalty: 2441.245605
	Iteration 20F: 3 clusters Score -229114.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -229120.453125 Penalty: 2441.245605
	Iteration 21Q: 3 clusters Score -229120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -229123.281250 Penalty: 2441.245605
	Iteration 22Q: 3 clusters Score -229123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -229124.296875 Penalty: 2441.245605
	Iteration 23Q: 3 clusters Score -229124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -229125.828125 Penalty: 2441.245605
	Iteration 24Q: 3 clusters Score -229125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -229127.390625 Penalty: 2441.245605
	Iteration 25Q: 3 clusters Score -229127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -229128.531250 Penalty: 2441.245605
	Iteration 26Q: 3 clusters Score -229128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -229129.203125 Penalty: 2441.245605
	Iteration 27Q: 3 clusters Score -229129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229132.359375 Penalty: 2441.245605
	Iteration 28Q: 3 clusters Score -229132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -229136.484375 Penalty: 2441.245605
	Iteration 29Q: 3 clusters Score -229136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -229141.062500 Penalty: 2441.245605
	Iteration 30Q: 3 clusters Score -229141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -229142.156250 Penalty: 2441.245605
	Iteration 31Q: 3 clusters Score -229142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -229142.281250 Penalty: 2441.245605
	Iteration 32Q: 3 clusters Score -229142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -229143.796875 Penalty: 2441.245605
	Iteration 33Q: 3 clusters Score -229143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -229144.062500 Penalty: 2441.245605
	Iteration 34Q: 3 clusters Score -229144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -229144.062500 Penalty: 2441.245605
	Iteration 35F: 3 clusters Score -229144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Entering Unmasked Estep 
Score: -5932938.000000 Penalty: 1739.543579
	Iteration 0F: 2 clusters Score -5932938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5903087.500000 Penalty: 3479.087158
	Iteration 0F: 3 clusters Score -5903088 nChanged 21034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5915031.500000 Penalty: 3479.087158
	Iteration 1F: 3 clusters Score -5915032 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5915546.000000 Penalty: 3479.087158
	Iteration 2Q: 3 clusters Score -5915546 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5916063.500000 Penalty: 3479.087158
	Iteration 3Q: 3 clusters Score -5916064 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5916659.000000 Penalty: 3479.087158
	Iteration 4Q: 3 clusters Score -5916659 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5917291.500000 Penalty: 3479.087158
	Iteration 5Q: 3 clusters Score -5917292 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -5917892.000000 Penalty: 3479.087158
	Iteration 6Q: 3 clusters Score -5917892 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -5918623.000000 Penalty: 3479.087158
	Iteration 7Q: 3 clusters Score -5918623 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5919355.000000 Penalty: 3479.087158
	Iteration 8Q: 3 clusters Score -5919355 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5920236.000000 Penalty: 3479.087158
	Iteration 9Q: 3 clusters Score -5920236 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5921416.000000 Penalty: 3479.087158
	Iteration 10Q: 3 clusters Score -5921416 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -5923001.500000 Penalty: 3479.087158
	Iteration 11Q: 3 clusters Score -5923002 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5924747.000000 Penalty: 3479.087158
	Iteration 12Q: 3 clusters Score -5924747 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5926078.500000 Penalty: 3479.087158
	Iteration 13Q: 3 clusters Score -5926078 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -5926922.500000 Penalty: 3479.087158
	Iteration 14Q: 3 clusters Score -5926922 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5927762.000000 Penalty: 3479.087158
	Iteration 15Q: 3 clusters Score -5927762 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5928641.500000 Penalty: 3479.087158
	Iteration 16Q: 3 clusters Score -5928642 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -5929445.500000 Penalty: 3479.087158
	Iteration 17Q: 3 clusters Score -5929446 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5930061.500000 Penalty: 3479.087158
	Iteration 18Q: 3 clusters Score -5930062 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5930435.000000 Penalty: 3479.087158
	Iteration 19Q: 3 clusters Score -5930435 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5930687.000000 Penalty: 3479.087158
	Iteration 20F: 3 clusters Score -5930687 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5930836.000000 Penalty: 3479.087158
	Iteration 21Q: 3 clusters Score -5930836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5930948.500000 Penalty: 3479.087158
	Iteration 22Q: 3 clusters Score -5930948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -5930994.000000 Penalty: 3479.087158
	Iteration 23Q: 3 clusters Score -5930994 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5931005.000000 Penalty: 3479.087158
	Iteration 24Q: 3 clusters Score -5931005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5931036.000000 Penalty: 3479.087158
	Iteration 25Q: 3 clusters Score -5931036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5931056.500000 Penalty: 3479.087158
	Iteration 26Q: 3 clusters Score -5931056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5931044.000000 Penalty: 3479.087158
	Iteration 27Q: 3 clusters Score -5931044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -5931045.500000 Penalty: 3479.087158
	Iteration 28Q: 3 clusters Score -5931046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5931050.500000 Penalty: 3479.087158
	Iteration 29Q: 3 clusters Score -5931050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5931036.000000 Penalty: 3479.087158
	Iteration 30Q: 3 clusters Score -5931036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5931032.000000 Penalty: 3479.087158
	Iteration 31Q: 3 clusters Score -5931032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -5931019.000000 Penalty: 3479.087158
	Iteration 32Q: 3 clusters Score -5931019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -5931024.000000 Penalty: 3479.087158
	Iteration 33Q: 3 clusters Score -5931024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5931021.000000 Penalty: 3479.087158
	Iteration 34Q: 3 clusters Score -5931021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5931020.500000 Penalty: 3479.087158
	Iteration 35Q: 3 clusters Score -5931020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5931027.500000 Penalty: 3479.087158
	Iteration 36Q: 3 clusters Score -5931028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -5931038.000000 Penalty: 3479.087158
	Iteration 37Q: 3 clusters Score -5931038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -5931041.000000 Penalty: 3479.087158
	Iteration 38Q: 3 clusters Score -5931041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5931037.500000 Penalty: 3479.087158
	Iteration 39Q: 3 clusters Score -5931038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -5931042.000000 Penalty: 3479.087158
	Iteration 40F: 3 clusters Score -5931042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5931044.500000 Penalty: 3479.087158
	Iteration 41Q: 3 clusters Score -5931044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5931046.500000 Penalty: 3479.087158
	Iteration 42Q: 3 clusters Score -5931046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5931041.500000 Penalty: 3479.087158
	Iteration 43Q: 3 clusters Score -5931042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5931046.500000 Penalty: 3479.087158
	Iteration 44Q: 3 clusters Score -5931046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5931044.000000 Penalty: 3479.087158
	Iteration 45Q: 3 clusters Score -5931044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -5931043.500000 Penalty: 3479.087158
	Iteration 46Q: 3 clusters Score -5931044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -5931045.000000 Penalty: 3479.087158
	Iteration 47Q: 3 clusters Score -5931045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5931042.000000 Penalty: 3479.087158
	Iteration 48Q: 3 clusters Score -5931042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5931043.500000 Penalty: 3479.087158
	Iteration 49Q: 3 clusters Score -5931044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5931047.000000 Penalty: 3479.087158
	Iteration 50Q: 3 clusters Score -5931047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5931047.000000 Penalty: 3479.087158
	Iteration 51F: 3 clusters Score -5931047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (76137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Entering Unmasked Estep 
Score: -10056514.000000 Penalty: 1826.547119
	Iteration 0F: 2 clusters Score -1.005651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -10009997.000000 Penalty: 3653.094238
	Iteration 0F: 3 clusters Score -1.001e+07 nChanged 36161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -10030664.000000 Penalty: 3653.094238
	Iteration 1F: 3 clusters Score -1.003066e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -10031589.000000 Penalty: 3653.094238
	Iteration 2Q: 3 clusters Score -1.003159e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -10033168.000000 Penalty: 3653.094238
	Iteration 3Q: 3 clusters Score -1.003317e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -10035991.000000 Penalty: 3653.094238
	Iteration 4F: 3 clusters Score -1.003599e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -10040555.000000 Penalty: 3653.094238
	Iteration 5F: 3 clusters Score -1.004056e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -10046027.000000 Penalty: 3653.094238
	Iteration 6F: 3 clusters Score -1.004603e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -10049847.000000 Penalty: 3653.094238
	Iteration 7F: 3 clusters Score -1.004985e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -10052628.000000 Penalty: 3653.094238
	Iteration 8Q: 3 clusters Score -1.005263e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -10053971.000000 Penalty: 3653.094238
	Iteration 9Q: 3 clusters Score -1.005397e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -10054549.000000 Penalty: 3653.094238
	Iteration 10Q: 3 clusters Score -1.005455e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -10054723.000000 Penalty: 3653.094238
	Iteration 11Q: 3 clusters Score -1.005472e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -10054798.000000 Penalty: 3653.094238
	Iteration 12Q: 3 clusters Score -1.00548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -10054818.000000 Penalty: 3653.094238
	Iteration 13Q: 3 clusters Score -1.005482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -10054844.000000 Penalty: 3653.094238
	Iteration 14Q: 3 clusters Score -1.005484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 75991 members 
Entering Unmasked Estep 
Score: -10054847.000000 Penalty: 3653.094238
	Iteration 15Q: 3 clusters Score -1.005485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -10054860.000000 Penalty: 3653.094238
	Iteration 16Q: 3 clusters Score -1.005486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -10054877.000000 Penalty: 3653.094238
	Iteration 17Q: 3 clusters Score -1.005488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -10054886.000000 Penalty: 3653.094238
	Iteration 18Q: 3 clusters Score -1.005489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -10054895.000000 Penalty: 3653.094238
	Iteration 19Q: 3 clusters Score -1.00549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -10054897.000000 Penalty: 3653.094238
	Iteration 20F: 3 clusters Score -1.00549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -10054900.000000 Penalty: 3653.094238
	Iteration 21Q: 3 clusters Score -1.00549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -10054899.000000 Penalty: 3653.094238
	Iteration 22Q: 3 clusters Score -1.00549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -10054899.000000 Penalty: 3653.094238
	Iteration 23F: 3 clusters Score -1.00549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Entering Unmasked Estep 
Score: -1728008.000000 Penalty: 1546.706299
	Iteration 0F: 2 clusters Score -1728008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1718476.125000 Penalty: 3093.412598
	Iteration 0F: 3 clusters Score -1718476 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1721832.375000 Penalty: 3093.412598
	Iteration 1F: 3 clusters Score -1721832 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1722136.250000 Penalty: 3093.412598
	Iteration 2F: 3 clusters Score -1722136 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1722391.500000 Penalty: 3093.412598
	Iteration 3Q: 3 clusters Score -1722392 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1722650.125000 Penalty: 3093.412598
	Iteration 4Q: 3 clusters Score -1722650 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1722901.875000 Penalty: 3093.412598
	Iteration 5Q: 3 clusters Score -1722902 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1723188.875000 Penalty: 3093.412598
	Iteration 6Q: 3 clusters Score -1723189 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1723486.125000 Penalty: 3093.412598
	Iteration 7Q: 3 clusters Score -1723486 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1723762.750000 Penalty: 3093.412598
	Iteration 8Q: 3 clusters Score -1723763 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1724059.375000 Penalty: 3093.412598
	Iteration 9Q: 3 clusters Score -1724059 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1724336.625000 Penalty: 3093.412598
	Iteration 10Q: 3 clusters Score -1724337 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1724556.750000 Penalty: 3093.412598
	Iteration 11Q: 3 clusters Score -1724557 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1724712.625000 Penalty: 3093.412598
	Iteration 12Q: 3 clusters Score -1724713 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1724825.125000 Penalty: 3093.412598
	Iteration 13Q: 3 clusters Score -1724825 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1724900.375000 Penalty: 3093.412598
	Iteration 14Q: 3 clusters Score -1724900 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1724962.375000 Penalty: 3093.412598
	Iteration 15Q: 3 clusters Score -1724962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1725002.500000 Penalty: 3093.412598
	Iteration 16Q: 3 clusters Score -1725002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1725051.625000 Penalty: 3093.412598
	Iteration 17Q: 3 clusters Score -1725052 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1725095.250000 Penalty: 3093.412598
	Iteration 18Q: 3 clusters Score -1725095 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1725138.375000 Penalty: 3093.412598
	Iteration 19Q: 3 clusters Score -1725138 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1725180.125000 Penalty: 3093.412598
	Iteration 20F: 3 clusters Score -1725180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1725226.875000 Penalty: 3093.412598
	Iteration 21Q: 3 clusters Score -1725227 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1725281.500000 Penalty: 3093.412598
	Iteration 22Q: 3 clusters Score -1725282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1725330.750000 Penalty: 3093.412598
	Iteration 23Q: 3 clusters Score -1725331 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1725378.625000 Penalty: 3093.412598
	Iteration 24Q: 3 clusters Score -1725379 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1725435.750000 Penalty: 3093.412598
	Iteration 25Q: 3 clusters Score -1725436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1725489.250000 Penalty: 3093.412598
	Iteration 26Q: 3 clusters Score -1725489 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1725548.125000 Penalty: 3093.412598
	Iteration 27Q: 3 clusters Score -1725548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1725600.750000 Penalty: 3093.412598
	Iteration 28Q: 3 clusters Score -1725601 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1725662.625000 Penalty: 3093.412598
	Iteration 29Q: 3 clusters Score -1725663 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1725724.875000 Penalty: 3093.412598
	Iteration 30Q: 3 clusters Score -1725725 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1725768.375000 Penalty: 3093.412598
	Iteration 31Q: 3 clusters Score -1725768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1725808.875000 Penalty: 3093.412598
	Iteration 32Q: 3 clusters Score -1725809 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1725848.750000 Penalty: 3093.412598
	Iteration 33Q: 3 clusters Score -1725849 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1725882.000000 Penalty: 3093.412598
	Iteration 34Q: 3 clusters Score -1725882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1725903.500000 Penalty: 3093.412598
	Iteration 35Q: 3 clusters Score -1725904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1725936.375000 Penalty: 3093.412598
	Iteration 36Q: 3 clusters Score -1725936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1725958.125000 Penalty: 3093.412598
	Iteration 37Q: 3 clusters Score -1725958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1725995.875000 Penalty: 3093.412598
	Iteration 38Q: 3 clusters Score -1725996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1726032.375000 Penalty: 3093.412598
	Iteration 39Q: 3 clusters Score -1726032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1726059.625000 Penalty: 3093.412598
	Iteration 40F: 3 clusters Score -1726060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1726091.375000 Penalty: 3093.412598
	Iteration 41Q: 3 clusters Score -1726091 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1726118.125000 Penalty: 3093.412598
	Iteration 42Q: 3 clusters Score -1726118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1726152.375000 Penalty: 3093.412598
	Iteration 43Q: 3 clusters Score -1726152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1726183.375000 Penalty: 3093.412598
	Iteration 44Q: 3 clusters Score -1726183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1726219.750000 Penalty: 3093.412598
	Iteration 45Q: 3 clusters Score -1726220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1726241.500000 Penalty: 3093.412598
	Iteration 46Q: 3 clusters Score -1726242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1726269.750000 Penalty: 3093.412598
	Iteration 47Q: 3 clusters Score -1726270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1726292.000000 Penalty: 3093.412598
	Iteration 48Q: 3 clusters Score -1726292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1726307.625000 Penalty: 3093.412598
	Iteration 49Q: 3 clusters Score -1726308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1726321.250000 Penalty: 3093.412598
	Iteration 50Q: 3 clusters Score -1726321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1726339.500000 Penalty: 3093.412598
	Iteration 51Q: 3 clusters Score -1726340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1726373.625000 Penalty: 3093.412598
	Iteration 52Q: 3 clusters Score -1726374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1726402.000000 Penalty: 3093.412598
	Iteration 53Q: 3 clusters Score -1726402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1726418.125000 Penalty: 3093.412598
	Iteration 54Q: 3 clusters Score -1726418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1726442.625000 Penalty: 3093.412598
	Iteration 55Q: 3 clusters Score -1726443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1726461.750000 Penalty: 3093.412598
	Iteration 56Q: 3 clusters Score -1726462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1726497.000000 Penalty: 3093.412598
	Iteration 57Q: 3 clusters Score -1726497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1726517.625000 Penalty: 3093.412598
	Iteration 58Q: 3 clusters Score -1726518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1726541.375000 Penalty: 3093.412598
	Iteration 59Q: 3 clusters Score -1726541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1726565.625000 Penalty: 3093.412598
	Iteration 60F: 3 clusters Score -1726566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1726585.500000 Penalty: 3093.412598
	Iteration 61Q: 3 clusters Score -1726586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1726614.125000 Penalty: 3093.412598
	Iteration 62Q: 3 clusters Score -1726614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1726633.125000 Penalty: 3093.412598
	Iteration 63Q: 3 clusters Score -1726633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1726643.875000 Penalty: 3093.412598
	Iteration 64Q: 3 clusters Score -1726644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1726646.500000 Penalty: 3093.412598
	Iteration 65Q: 3 clusters Score -1726646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1726651.750000 Penalty: 3093.412598
	Iteration 66Q: 3 clusters Score -1726652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1726653.250000 Penalty: 3093.412598
	Iteration 67Q: 3 clusters Score -1726653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1726659.875000 Penalty: 3093.412598
	Iteration 68Q: 3 clusters Score -1726660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1726663.000000 Penalty: 3093.412598
	Iteration 69Q: 3 clusters Score -1726663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1726665.250000 Penalty: 3093.412598
	Iteration 70Q: 3 clusters Score -1726665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1726670.625000 Penalty: 3093.412598
	Iteration 71Q: 3 clusters Score -1726671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1726672.625000 Penalty: 3093.412598
	Iteration 72Q: 3 clusters Score -1726673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1726674.000000 Penalty: 3093.412598
	Iteration 73Q: 3 clusters Score -1726674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1726675.500000 Penalty: 3093.412598
	Iteration 74Q: 3 clusters Score -1726676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1726675.500000 Penalty: 3093.412598
	Iteration 75F: 3 clusters Score -1726676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -192138.484375 Penalty: 1207.778564
	Iteration 0F: 2 clusters Score -192138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -190323.046875 Penalty: 2415.557129
	Iteration 0F: 3 clusters Score -190323 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -190872.828125 Penalty: 2415.557129
	Iteration 1F: 3 clusters Score -190872.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191061.687500 Penalty: 2415.557129
	Iteration 2F: 3 clusters Score -191061.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -191180.921875 Penalty: 2415.557129
	Iteration 3F: 3 clusters Score -191180.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -191254.031250 Penalty: 2415.557129
	Iteration 4Q: 3 clusters Score -191254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191305.515625 Penalty: 2415.557129
	Iteration 5Q: 3 clusters Score -191305.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191341.671875 Penalty: 2415.557129
	Iteration 6Q: 3 clusters Score -191341.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191369.531250 Penalty: 2415.557129
	Iteration 7Q: 3 clusters Score -191369.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -191398.453125 Penalty: 2415.557129
	Iteration 8Q: 3 clusters Score -191398.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191423.828125 Penalty: 2415.557129
	Iteration 9Q: 3 clusters Score -191423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191443.218750 Penalty: 2415.557129
	Iteration 10Q: 3 clusters Score -191443.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -191461.390625 Penalty: 2415.557129
	Iteration 11Q: 3 clusters Score -191461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191479.640625 Penalty: 2415.557129
	Iteration 12Q: 3 clusters Score -191479.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191507.265625 Penalty: 2415.557129
	Iteration 13Q: 3 clusters Score -191507.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191539.718750 Penalty: 2415.557129
	Iteration 14Q: 3 clusters Score -191539.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -191585.718750 Penalty: 2415.557129
	Iteration 15Q: 3 clusters Score -191585.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191629.718750 Penalty: 2415.557129
	Iteration 16Q: 3 clusters Score -191629.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -191648.093750 Penalty: 2415.557129
	Iteration 17Q: 3 clusters Score -191648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -191660.421875 Penalty: 2415.557129
	Iteration 18Q: 3 clusters Score -191660.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -191673.859375 Penalty: 2415.557129
	Iteration 19Q: 3 clusters Score -191673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191685.546875 Penalty: 2415.557129
	Iteration 20F: 3 clusters Score -191685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191700.515625 Penalty: 2415.557129
	Iteration 21Q: 3 clusters Score -191700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191717.453125 Penalty: 2415.557129
	Iteration 22Q: 3 clusters Score -191717.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191746.000000 Penalty: 2415.557129
	Iteration 23Q: 3 clusters Score -191746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -191777.796875 Penalty: 2415.557129
	Iteration 24Q: 3 clusters Score -191777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191794.187500 Penalty: 2415.557129
	Iteration 25Q: 3 clusters Score -191794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191798.515625 Penalty: 2415.557129
	Iteration 26Q: 3 clusters Score -191798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191803.187500 Penalty: 2415.557129
	Iteration 27Q: 3 clusters Score -191803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191805.218750 Penalty: 2415.557129
	Iteration 28Q: 3 clusters Score -191805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191805.859375 Penalty: 2415.557129
	Iteration 29Q: 3 clusters Score -191805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191805.859375 Penalty: 2415.557129
	Iteration 30F: 3 clusters Score -191805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9212.215820 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9212.216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9300.500977 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9300.501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9346.631836 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9346.632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9367.145508 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9367.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9377.556641 Penalty: 1550.472534
	Iteration 4Q: 3 clusters Score -9377.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9378.445312 Penalty: 1550.472534
	Iteration 5F: 3 clusters Score -9378.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9395.635742 Penalty: 1550.472534
	Iteration 6Q: 3 clusters Score -9395.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9395.635742 Penalty: 1550.472534
	Iteration 7F: 3 clusters Score -9395.636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Entering Unmasked Estep 
Score: -9205508.000000 Penalty: 1817.946289
	Iteration 0F: 2 clusters Score -9205508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -9157702.000000 Penalty: 3635.892578
	Iteration 0F: 3 clusters Score -9157702 nChanged 34230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -9177611.000000 Penalty: 3635.892578
	Iteration 1F: 3 clusters Score -9177611 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -9178890.000000 Penalty: 3635.892578
	Iteration 2Q: 3 clusters Score -9178890 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -9180585.000000 Penalty: 3635.892578
	Iteration 3F: 3 clusters Score -9180585 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -9182731.000000 Penalty: 3635.892578
	Iteration 4F: 3 clusters Score -9182731 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -9185452.000000 Penalty: 3635.892578
	Iteration 5F: 3 clusters Score -9185452 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -9188813.000000 Penalty: 3635.892578
	Iteration 6F: 3 clusters Score -9188813 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -9192357.000000 Penalty: 3635.892578
	Iteration 7F: 3 clusters Score -9192357 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -9195881.000000 Penalty: 3635.892578
	Iteration 8F: 3 clusters Score -9195881 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -9198686.000000 Penalty: 3635.892578
	Iteration 9Q: 3 clusters Score -9198686 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -9200596.000000 Penalty: 3635.892578
	Iteration 10Q: 3 clusters Score -9200596 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -9201827.000000 Penalty: 3635.892578
	Iteration 11Q: 3 clusters Score -9201827 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -9202639.000000 Penalty: 3635.892578
	Iteration 12Q: 3 clusters Score -9202639 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -9203056.000000 Penalty: 3635.892578
	Iteration 13Q: 3 clusters Score -9203056 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -9203370.000000 Penalty: 3635.892578
	Iteration 14Q: 3 clusters Score -9203370 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -9203534.000000 Penalty: 3635.892578
	Iteration 15Q: 3 clusters Score -9203534 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -9203737.000000 Penalty: 3635.892578
	Iteration 16Q: 3 clusters Score -9203737 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -9203866.000000 Penalty: 3635.892578
	Iteration 17Q: 3 clusters Score -9203866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
Score: -9203978.000000 Penalty: 3635.892578
	Iteration 18Q: 3 clusters Score -9203978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -9204047.000000 Penalty: 3635.892578
	Iteration 19Q: 3 clusters Score -9204047 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9204103.000000 Penalty: 3635.892578
	Iteration 20F: 3 clusters Score -9204103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -9204164.000000 Penalty: 3635.892578
	Iteration 21Q: 3 clusters Score -9204164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -9204188.000000 Penalty: 3635.892578
	Iteration 22Q: 3 clusters Score -9204188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -9204212.000000 Penalty: 3635.892578
	Iteration 23Q: 3 clusters Score -9204212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -9204224.000000 Penalty: 3635.892578
	Iteration 24Q: 3 clusters Score -9204224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9204239.000000 Penalty: 3635.892578
	Iteration 25Q: 3 clusters Score -9204239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -9204258.000000 Penalty: 3635.892578
	Iteration 26Q: 3 clusters Score -9204258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -9204264.000000 Penalty: 3635.892578
	Iteration 27Q: 3 clusters Score -9204264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -9204270.000000 Penalty: 3635.892578
	Iteration 28Q: 3 clusters Score -9204270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -9204281.000000 Penalty: 3635.892578
	Iteration 29Q: 3 clusters Score -9204281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -9204283.000000 Penalty: 3635.892578
	Iteration 30Q: 3 clusters Score -9204283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -9204290.000000 Penalty: 3635.892578
	Iteration 31Q: 3 clusters Score -9204290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -9204292.000000 Penalty: 3635.892578
	Iteration 32Q: 3 clusters Score -9204292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -9204298.000000 Penalty: 3635.892578
	Iteration 33Q: 3 clusters Score -9204298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9204293.000000 Penalty: 3635.892578
	Iteration 34Q: 3 clusters Score -9204293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9204292.000000 Penalty: 3635.892578
	Iteration 35Q: 3 clusters Score -9204292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -9204290.000000 Penalty: 3635.892578
	Iteration 36Q: 3 clusters Score -9204290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -9204290.000000 Penalty: 3635.892578
	Iteration 37Q: 3 clusters Score -9204290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -9204290.000000 Penalty: 3635.892578
	Iteration 38F: 3 clusters Score -9204290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Entering Unmasked Estep 
Score: -798283.562500 Penalty: 1423.063110
	Iteration 0F: 2 clusters Score -798283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -793416.625000 Penalty: 2846.126221
	Iteration 0F: 3 clusters Score -793416.6 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -794894.875000 Penalty: 2846.126221
	Iteration 1F: 3 clusters Score -794894.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -795137.750000 Penalty: 2846.126221
	Iteration 2F: 3 clusters Score -795137.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -795312.187500 Penalty: 2846.126221
	Iteration 3F: 3 clusters Score -795312.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -795436.750000 Penalty: 2846.126221
	Iteration 4Q: 3 clusters Score -795436.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -795524.437500 Penalty: 2846.126221
	Iteration 5Q: 3 clusters Score -795524.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -795595.750000 Penalty: 2846.126221
	Iteration 6Q: 3 clusters Score -795595.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -795665.875000 Penalty: 2846.126221
	Iteration 7Q: 3 clusters Score -795665.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -795725.437500 Penalty: 2846.126221
	Iteration 8Q: 3 clusters Score -795725.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -795778.125000 Penalty: 2846.126221
	Iteration 9Q: 3 clusters Score -795778.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -795822.562500 Penalty: 2846.126221
	Iteration 10Q: 3 clusters Score -795822.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -795868.062500 Penalty: 2846.126221
	Iteration 11Q: 3 clusters Score -795868.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -795917.375000 Penalty: 2846.126221
	Iteration 12Q: 3 clusters Score -795917.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -795964.437500 Penalty: 2846.126221
	Iteration 13Q: 3 clusters Score -795964.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -796008.312500 Penalty: 2846.126221
	Iteration 14Q: 3 clusters Score -796008.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -796043.000000 Penalty: 2846.126221
	Iteration 15Q: 3 clusters Score -796043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -796084.625000 Penalty: 2846.126221
	Iteration 16Q: 3 clusters Score -796084.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -796140.875000 Penalty: 2846.126221
	Iteration 17Q: 3 clusters Score -796140.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -796205.812500 Penalty: 2846.126221
	Iteration 18Q: 3 clusters Score -796205.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -796271.187500 Penalty: 2846.126221
	Iteration 19Q: 3 clusters Score -796271.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -796338.250000 Penalty: 2846.126221
	Iteration 20F: 3 clusters Score -796338.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -796406.625000 Penalty: 2846.126221
	Iteration 21Q: 3 clusters Score -796406.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -796453.375000 Penalty: 2846.126221
	Iteration 22Q: 3 clusters Score -796453.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -796493.562500 Penalty: 2846.126221
	Iteration 23Q: 3 clusters Score -796493.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -796535.250000 Penalty: 2846.126221
	Iteration 24Q: 3 clusters Score -796535.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -796574.812500 Penalty: 2846.126221
	Iteration 25Q: 3 clusters Score -796574.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -796612.250000 Penalty: 2846.126221
	Iteration 26Q: 3 clusters Score -796612.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -796645.125000 Penalty: 2846.126221
	Iteration 27Q: 3 clusters Score -796645.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -796681.937500 Penalty: 2846.126221
	Iteration 28Q: 3 clusters Score -796681.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -796731.437500 Penalty: 2846.126221
	Iteration 29Q: 3 clusters Score -796731.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -796763.187500 Penalty: 2846.126221
	Iteration 30Q: 3 clusters Score -796763.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -796786.875000 Penalty: 2846.126221
	Iteration 31Q: 3 clusters Score -796786.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -796804.125000 Penalty: 2846.126221
	Iteration 32Q: 3 clusters Score -796804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -796820.000000 Penalty: 2846.126221
	Iteration 33Q: 3 clusters Score -796820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -796837.062500 Penalty: 2846.126221
	Iteration 34Q: 3 clusters Score -796837.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -796849.125000 Penalty: 2846.126221
	Iteration 35Q: 3 clusters Score -796849.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -796871.875000 Penalty: 2846.126221
	Iteration 36Q: 3 clusters Score -796871.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -796894.312500 Penalty: 2846.126221
	Iteration 37Q: 3 clusters Score -796894.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -796912.312500 Penalty: 2846.126221
	Iteration 38Q: 3 clusters Score -796912.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -796928.187500 Penalty: 2846.126221
	Iteration 39Q: 3 clusters Score -796928.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -796951.125000 Penalty: 2846.126221
	Iteration 40F: 3 clusters Score -796951.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -796973.312500 Penalty: 2846.126221
	Iteration 41Q: 3 clusters Score -796973.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -796999.375000 Penalty: 2846.126221
	Iteration 42Q: 3 clusters Score -796999.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -797034.687500 Penalty: 2846.126221
	Iteration 43Q: 3 clusters Score -797034.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -797066.875000 Penalty: 2846.126221
	Iteration 44Q: 3 clusters Score -797066.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -797085.125000 Penalty: 2846.126221
	Iteration 45Q: 3 clusters Score -797085.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -797094.937500 Penalty: 2846.126221
	Iteration 46Q: 3 clusters Score -797094.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -797100.375000 Penalty: 2846.126221
	Iteration 47Q: 3 clusters Score -797100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -797106.500000 Penalty: 2846.126221
	Iteration 48Q: 3 clusters Score -797106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -797112.687500 Penalty: 2846.126221
	Iteration 49Q: 3 clusters Score -797112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -797119.625000 Penalty: 2846.126221
	Iteration 50Q: 3 clusters Score -797119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -797124.625000 Penalty: 2846.126221
	Iteration 51Q: 3 clusters Score -797124.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -797130.375000 Penalty: 2846.126221
	Iteration 52Q: 3 clusters Score -797130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -797134.312500 Penalty: 2846.126221
	Iteration 53Q: 3 clusters Score -797134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -797137.812500 Penalty: 2846.126221
	Iteration 54Q: 3 clusters Score -797137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -797140.000000 Penalty: 2846.126221
	Iteration 55Q: 3 clusters Score -797140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -797144.000000 Penalty: 2846.126221
	Iteration 56Q: 3 clusters Score -797144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -797145.000000 Penalty: 2846.126221
	Iteration 57Q: 3 clusters Score -797145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -797146.562500 Penalty: 2846.126221
	Iteration 58Q: 3 clusters Score -797146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -797146.750000 Penalty: 2846.126221
	Iteration 59Q: 3 clusters Score -797146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -797148.562500 Penalty: 2846.126221
	Iteration 60F: 3 clusters Score -797148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -797150.562500 Penalty: 2846.126221
	Iteration 61Q: 3 clusters Score -797150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -797150.375000 Penalty: 2846.126221
	Iteration 62Q: 3 clusters Score -797150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -797150.687500 Penalty: 2846.126221
	Iteration 63Q: 3 clusters Score -797150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -797151.125000 Penalty: 2846.126221
	Iteration 64Q: 3 clusters Score -797151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -797152.437500 Penalty: 2846.126221
	Iteration 65Q: 3 clusters Score -797152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -797152.437500 Penalty: 2846.126221
	Iteration 66F: 3 clusters Score -797152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Entering Unmasked Estep 
Score: -7830252.500000 Penalty: 1784.602539
	Iteration 0F: 2 clusters Score -7830252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7791312.500000 Penalty: 3569.205078
	Iteration 0F: 3 clusters Score -7791312 nChanged 27744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -7807574.000000 Penalty: 3569.205078
	Iteration 1F: 3 clusters Score -7807574 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -7808651.000000 Penalty: 3569.205078
	Iteration 2Q: 3 clusters Score -7808651 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -7810122.000000 Penalty: 3569.205078
	Iteration 3F: 3 clusters Score -7810122 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -7812339.500000 Penalty: 3569.205078
	Iteration 4F: 3 clusters Score -7812340 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -7815393.000000 Penalty: 3569.205078
	Iteration 5F: 3 clusters Score -7815393 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -7818709.000000 Penalty: 3569.205078
	Iteration 6F: 3 clusters Score -7818709 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -7821896.500000 Penalty: 3569.205078
	Iteration 7F: 3 clusters Score -7821896 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7824366.500000 Penalty: 3569.205078
	Iteration 8Q: 3 clusters Score -7824366 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7825976.500000 Penalty: 3569.205078
	Iteration 9Q: 3 clusters Score -7825976 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7826935.000000 Penalty: 3569.205078
	Iteration 10Q: 3 clusters Score -7826935 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7827461.500000 Penalty: 3569.205078
	Iteration 11Q: 3 clusters Score -7827462 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7827842.000000 Penalty: 3569.205078
	Iteration 12Q: 3 clusters Score -7827842 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7828063.500000 Penalty: 3569.205078
	Iteration 13Q: 3 clusters Score -7828064 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7828212.000000 Penalty: 3569.205078
	Iteration 14Q: 3 clusters Score -7828212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7828290.500000 Penalty: 3569.205078
	Iteration 15Q: 3 clusters Score -7828290 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7828362.000000 Penalty: 3569.205078
	Iteration 16Q: 3 clusters Score -7828362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7828422.500000 Penalty: 3569.205078
	Iteration 17Q: 3 clusters Score -7828422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7828480.000000 Penalty: 3569.205078
	Iteration 18Q: 3 clusters Score -7828480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7828537.000000 Penalty: 3569.205078
	Iteration 19Q: 3 clusters Score -7828537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7828568.500000 Penalty: 3569.205078
	Iteration 20F: 3 clusters Score -7828568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7828595.500000 Penalty: 3569.205078
	Iteration 21Q: 3 clusters Score -7828596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7828612.000000 Penalty: 3569.205078
	Iteration 22Q: 3 clusters Score -7828612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7828614.000000 Penalty: 3569.205078
	Iteration 23Q: 3 clusters Score -7828614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7828634.000000 Penalty: 3569.205078
	Iteration 24Q: 3 clusters Score -7828634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7828652.000000 Penalty: 3569.205078
	Iteration 25Q: 3 clusters Score -7828652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7828673.500000 Penalty: 3569.205078
	Iteration 26Q: 3 clusters Score -7828674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7828690.500000 Penalty: 3569.205078
	Iteration 27Q: 3 clusters Score -7828690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7828696.000000 Penalty: 3569.205078
	Iteration 28Q: 3 clusters Score -7828696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7828704.000000 Penalty: 3569.205078
	Iteration 29Q: 3 clusters Score -7828704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7828710.500000 Penalty: 3569.205078
	Iteration 30Q: 3 clusters Score -7828710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7828716.000000 Penalty: 3569.205078
	Iteration 31Q: 3 clusters Score -7828716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7828733.000000 Penalty: 3569.205078
	Iteration 32Q: 3 clusters Score -7828733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7828740.000000 Penalty: 3569.205078
	Iteration 33Q: 3 clusters Score -7828740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7828744.000000 Penalty: 3569.205078
	Iteration 34Q: 3 clusters Score -7828744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7828748.500000 Penalty: 3569.205078
	Iteration 35Q: 3 clusters Score -7828748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7828753.000000 Penalty: 3569.205078
	Iteration 36Q: 3 clusters Score -7828753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7828749.500000 Penalty: 3569.205078
	Iteration 37Q: 3 clusters Score -7828750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7828750.000000 Penalty: 3569.205078
	Iteration 38Q: 3 clusters Score -7828750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7828753.500000 Penalty: 3569.205078
	Iteration 39Q: 3 clusters Score -7828754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7828755.000000 Penalty: 3569.205078
	Iteration 40F: 3 clusters Score -7828755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -1296862.625000 Penalty: 1496.028931
	Iteration 0F: 2 clusters Score -1296863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1289704.875000 Penalty: 2992.057861
	Iteration 0F: 3 clusters Score -1289705 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1292095.500000 Penalty: 2992.057861
	Iteration 1F: 3 clusters Score -1292096 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1292356.625000 Penalty: 2992.057861
	Iteration 2F: 3 clusters Score -1292357 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1292591.375000 Penalty: 2992.057861
	Iteration 3F: 3 clusters Score -1292591 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1292814.875000 Penalty: 2992.057861
	Iteration 4Q: 3 clusters Score -1292815 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1293077.125000 Penalty: 2992.057861
	Iteration 5Q: 3 clusters Score -1293077 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1293408.750000 Penalty: 2992.057861
	Iteration 6F: 3 clusters Score -1293409 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1293792.250000 Penalty: 2992.057861
	Iteration 7F: 3 clusters Score -1293792 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1294217.000000 Penalty: 2992.057861
	Iteration 8F: 3 clusters Score -1294217 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1294592.000000 Penalty: 2992.057861
	Iteration 9Q: 3 clusters Score -1294592 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1294862.375000 Penalty: 2992.057861
	Iteration 10Q: 3 clusters Score -1294862 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1295071.625000 Penalty: 2992.057861
	Iteration 11Q: 3 clusters Score -1295072 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1295224.375000 Penalty: 2992.057861
	Iteration 12Q: 3 clusters Score -1295224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1295327.500000 Penalty: 2992.057861
	Iteration 13Q: 3 clusters Score -1295328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1295394.750000 Penalty: 2992.057861
	Iteration 14Q: 3 clusters Score -1295395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1295443.250000 Penalty: 2992.057861
	Iteration 15Q: 3 clusters Score -1295443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1295492.875000 Penalty: 2992.057861
	Iteration 16Q: 3 clusters Score -1295493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1295519.250000 Penalty: 2992.057861
	Iteration 17Q: 3 clusters Score -1295519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1295538.375000 Penalty: 2992.057861
	Iteration 18Q: 3 clusters Score -1295538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1295549.375000 Penalty: 2992.057861
	Iteration 19Q: 3 clusters Score -1295549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1295552.250000 Penalty: 2992.057861
	Iteration 20F: 3 clusters Score -1295552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1295556.000000 Penalty: 2992.057861
	Iteration 21Q: 3 clusters Score -1295556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1295558.625000 Penalty: 2992.057861
	Iteration 22Q: 3 clusters Score -1295559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1295560.625000 Penalty: 2992.057861
	Iteration 23Q: 3 clusters Score -1295561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1295560.625000 Penalty: 2992.057861
	Iteration 24F: 3 clusters Score -1295561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37570.707031 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37570.71 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37786.554688 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37786.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37908.589844 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -37908.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37987.277344 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -37987.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38023.171875 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -38023.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38035.285156 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -38035.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38049.492188 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -38049.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38050.664062 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -38050.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38050.664062 Penalty: 1921.008911
	Iteration 8F: 3 clusters Score -38050.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -93654.804688 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -93654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92374.125000 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -92374.12 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92582.460938 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -92582.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92642.164062 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -92642.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92663.156250 Penalty: 2154.542969
	Iteration 3Q: 3 clusters Score -92663.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92685.000000 Penalty: 2154.542969
	Iteration 4Q: 3 clusters Score -92685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -92702.609375 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -92702.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92726.234375 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -92726.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92751.562500 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -92751.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92777.320312 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -92777.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92802.343750 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -92802.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92821.414062 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -92821.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92841.007812 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -92841.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92860.515625 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -92860.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92880.132812 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -92880.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92903.187500 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -92903.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92912.859375 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -92912.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92916.007812 Penalty: 2154.542969
	Iteration 16Q: 3 clusters Score -92916.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92918.218750 Penalty: 2154.542969
	Iteration 17Q: 3 clusters Score -92918.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92920.562500 Penalty: 2154.542969
	Iteration 18Q: 3 clusters Score -92920.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92921.984375 Penalty: 2154.542969
	Iteration 19Q: 3 clusters Score -92921.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92924.250000 Penalty: 2154.542969
	Iteration 20F: 3 clusters Score -92924.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92925.687500 Penalty: 2154.542969
	Iteration 21Q: 3 clusters Score -92925.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92927.335938 Penalty: 2154.542969
	Iteration 22Q: 3 clusters Score -92927.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92928.960938 Penalty: 2154.542969
	Iteration 23Q: 3 clusters Score -92928.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92930.562500 Penalty: 2154.542969
	Iteration 24Q: 3 clusters Score -92930.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92932.257812 Penalty: 2154.542969
	Iteration 25Q: 3 clusters Score -92932.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92933.367188 Penalty: 2154.542969
	Iteration 26Q: 3 clusters Score -92933.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92933.367188 Penalty: 2154.542969
	Iteration 27F: 3 clusters Score -92933.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (68146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Entering Unmasked Estep 
Score: -9060426.000000 Penalty: 1808.528809
	Iteration 0F: 2 clusters Score -9060426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -9015794.000000 Penalty: 3617.057617
	Iteration 0F: 3 clusters Score -9015794 nChanged 32205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9034411.000000 Penalty: 3617.057617
	Iteration 1F: 3 clusters Score -9034411 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -9035167.000000 Penalty: 3617.057617
	Iteration 2Q: 3 clusters Score -9035167 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -9035950.000000 Penalty: 3617.057617
	Iteration 3Q: 3 clusters Score -9035950 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -9037007.000000 Penalty: 3617.057617
	Iteration 4Q: 3 clusters Score -9037007 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -9038540.000000 Penalty: 3617.057617
	Iteration 5F: 3 clusters Score -9038540 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -9041036.000000 Penalty: 3617.057617
	Iteration 6F: 3 clusters Score -9041036 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -9044641.000000 Penalty: 3617.057617
	Iteration 7F: 3 clusters Score -9044641 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -9049209.000000 Penalty: 3617.057617
	Iteration 8F: 3 clusters Score -9049209 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -9053740.000000 Penalty: 3617.057617
	Iteration 9F: 3 clusters Score -9053740 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -9056744.000000 Penalty: 3617.057617
	Iteration 10Q: 3 clusters Score -9056744 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -9058061.000000 Penalty: 3617.057617
	Iteration 11Q: 3 clusters Score -9058061 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -9058510.000000 Penalty: 3617.057617
	Iteration 12Q: 3 clusters Score -9058510 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -9058663.000000 Penalty: 3617.057617
	Iteration 13Q: 3 clusters Score -9058663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -9058739.000000 Penalty: 3617.057617
	Iteration 14Q: 3 clusters Score -9058739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -9058766.000000 Penalty: 3617.057617
	Iteration 15Q: 3 clusters Score -9058766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -9058805.000000 Penalty: 3617.057617
	Iteration 16Q: 3 clusters Score -9058805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -9058813.000000 Penalty: 3617.057617
	Iteration 17Q: 3 clusters Score -9058813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9058818.000000 Penalty: 3617.057617
	Iteration 18Q: 3 clusters Score -9058818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -9058822.000000 Penalty: 3617.057617
	Iteration 19Q: 3 clusters Score -9058822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -9058823.000000 Penalty: 3617.057617
	Iteration 20F: 3 clusters Score -9058823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9058830.000000 Penalty: 3617.057617
	Iteration 21Q: 3 clusters Score -9058830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9058824.000000 Penalty: 3617.057617
	Iteration 22Q: 3 clusters Score -9058824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -9058825.000000 Penalty: 3617.057617
	Iteration 23Q: 3 clusters Score -9058825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -9058828.000000 Penalty: 3617.057617
	Iteration 24Q: 3 clusters Score -9058828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -9058828.000000 Penalty: 3617.057617
	Iteration 25F: 3 clusters Score -9058828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Entering Unmasked Estep 
Score: -1964324.750000 Penalty: 1561.590332
	Iteration 0F: 2 clusters Score -1964325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1954082.750000 Penalty: 3123.180664
	Iteration 0F: 3 clusters Score -1954083 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1957473.375000 Penalty: 3123.180664
	Iteration 1F: 3 clusters Score -1957473 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1957716.375000 Penalty: 3123.180664
	Iteration 2Q: 3 clusters Score -1957716 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1957919.375000 Penalty: 3123.180664
	Iteration 3Q: 3 clusters Score -1957919 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1958152.500000 Penalty: 3123.180664
	Iteration 4Q: 3 clusters Score -1958152 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1958485.000000 Penalty: 3123.180664
	Iteration 5Q: 3 clusters Score -1958485 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1958987.750000 Penalty: 3123.180664
	Iteration 6F: 3 clusters Score -1958988 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1959697.875000 Penalty: 3123.180664
	Iteration 7F: 3 clusters Score -1959698 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1960549.500000 Penalty: 3123.180664
	Iteration 8F: 3 clusters Score -1960550 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1961442.625000 Penalty: 3123.180664
	Iteration 9F: 3 clusters Score -1961443 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1962230.250000 Penalty: 3123.180664
	Iteration 10F: 3 clusters Score -1962230 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1962742.750000 Penalty: 3123.180664
	Iteration 11Q: 3 clusters Score -1962743 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1963064.625000 Penalty: 3123.180664
	Iteration 12Q: 3 clusters Score -1963065 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1963299.250000 Penalty: 3123.180664
	Iteration 13Q: 3 clusters Score -1963299 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1963462.000000 Penalty: 3123.180664
	Iteration 14Q: 3 clusters Score -1963462 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1963548.500000 Penalty: 3123.180664
	Iteration 15Q: 3 clusters Score -1963548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1963614.375000 Penalty: 3123.180664
	Iteration 16Q: 3 clusters Score -1963614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1963660.125000 Penalty: 3123.180664
	Iteration 17Q: 3 clusters Score -1963660 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1963692.625000 Penalty: 3123.180664
	Iteration 18Q: 3 clusters Score -1963693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1963706.375000 Penalty: 3123.180664
	Iteration 19Q: 3 clusters Score -1963706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1963710.000000 Penalty: 3123.180664
	Iteration 20F: 3 clusters Score -1963710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1963719.000000 Penalty: 3123.180664
	Iteration 21Q: 3 clusters Score -1963719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1963725.500000 Penalty: 3123.180664
	Iteration 22Q: 3 clusters Score -1963726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1963731.250000 Penalty: 3123.180664
	Iteration 23Q: 3 clusters Score -1963731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1963731.125000 Penalty: 3123.180664
	Iteration 24Q: 3 clusters Score -1963731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1963735.875000 Penalty: 3123.180664
	Iteration 25Q: 3 clusters Score -1963736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1963738.375000 Penalty: 3123.180664
	Iteration 26Q: 3 clusters Score -1963738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1963740.875000 Penalty: 3123.180664
	Iteration 27Q: 3 clusters Score -1963741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1963740.250000 Penalty: 3123.180664
	Iteration 28Q: 3 clusters Score -1963740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1963741.250000 Penalty: 3123.180664
	Iteration 29Q: 3 clusters Score -1963741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1963738.875000 Penalty: 3123.180664
	Iteration 30Q: 3 clusters Score -1963739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1963739.750000 Penalty: 3123.180664
	Iteration 31Q: 3 clusters Score -1963740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1963739.750000 Penalty: 3123.180664
	Iteration 32F: 3 clusters Score -1963740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -350859.625000 Penalty: 1283.973755
	Iteration 0F: 2 clusters Score -350859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -348291.937500 Penalty: 2567.947510
	Iteration 0F: 3 clusters Score -348291.9 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -348900.562500 Penalty: 2567.947510
	Iteration 1F: 3 clusters Score -348900.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -349018.000000 Penalty: 2567.947510
	Iteration 2F: 3 clusters Score -349018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -349093.906250 Penalty: 2567.947510
	Iteration 3Q: 3 clusters Score -349093.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -349147.031250 Penalty: 2567.947510
	Iteration 4Q: 3 clusters Score -349147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -349176.281250 Penalty: 2567.947510
	Iteration 5Q: 3 clusters Score -349176.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -349198.718750 Penalty: 2567.947510
	Iteration 6Q: 3 clusters Score -349198.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -349222.437500 Penalty: 2567.947510
	Iteration 7Q: 3 clusters Score -349222.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -349239.593750 Penalty: 2567.947510
	Iteration 8Q: 3 clusters Score -349239.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349250.625000 Penalty: 2567.947510
	Iteration 9Q: 3 clusters Score -349250.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -349262.312500 Penalty: 2567.947510
	Iteration 10Q: 3 clusters Score -349262.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -349274.562500 Penalty: 2567.947510
	Iteration 11Q: 3 clusters Score -349274.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -349287.031250 Penalty: 2567.947510
	Iteration 12Q: 3 clusters Score -349287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -349303.531250 Penalty: 2567.947510
	Iteration 13Q: 3 clusters Score -349303.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -349324.656250 Penalty: 2567.947510
	Iteration 14Q: 3 clusters Score -349324.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -349347.500000 Penalty: 2567.947510
	Iteration 15Q: 3 clusters Score -349347.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -349380.062500 Penalty: 2567.947510
	Iteration 16Q: 3 clusters Score -349380.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349408.468750 Penalty: 2567.947510
	Iteration 17Q: 3 clusters Score -349408.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -349429.187500 Penalty: 2567.947510
	Iteration 18Q: 3 clusters Score -349429.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -349447.031250 Penalty: 2567.947510
	Iteration 19Q: 3 clusters Score -349447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -349466.312500 Penalty: 2567.947510
	Iteration 20F: 3 clusters Score -349466.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -349486.718750 Penalty: 2567.947510
	Iteration 21Q: 3 clusters Score -349486.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -349504.968750 Penalty: 2567.947510
	Iteration 22Q: 3 clusters Score -349505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -349524.468750 Penalty: 2567.947510
	Iteration 23Q: 3 clusters Score -349524.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -349543.125000 Penalty: 2567.947510
	Iteration 24Q: 3 clusters Score -349543.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -349566.125000 Penalty: 2567.947510
	Iteration 25Q: 3 clusters Score -349566.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -349579.312500 Penalty: 2567.947510
	Iteration 26Q: 3 clusters Score -349579.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -349594.718750 Penalty: 2567.947510
	Iteration 27Q: 3 clusters Score -349594.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -349616.000000 Penalty: 2567.947510
	Iteration 28Q: 3 clusters Score -349616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -349630.500000 Penalty: 2567.947510
	Iteration 29Q: 3 clusters Score -349630.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -349641.875000 Penalty: 2567.947510
	Iteration 30Q: 3 clusters Score -349641.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -349651.968750 Penalty: 2567.947510
	Iteration 31Q: 3 clusters Score -349652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -349664.218750 Penalty: 2567.947510
	Iteration 32Q: 3 clusters Score -349664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -349677.562500 Penalty: 2567.947510
	Iteration 33Q: 3 clusters Score -349677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -349686.937500 Penalty: 2567.947510
	Iteration 34Q: 3 clusters Score -349686.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -349697.218750 Penalty: 2567.947510
	Iteration 35Q: 3 clusters Score -349697.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -349709.937500 Penalty: 2567.947510
	Iteration 36Q: 3 clusters Score -349709.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349722.375000 Penalty: 2567.947510
	Iteration 37Q: 3 clusters Score -349722.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -349733.156250 Penalty: 2567.947510
	Iteration 38Q: 3 clusters Score -349733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -349743.656250 Penalty: 2567.947510
	Iteration 39Q: 3 clusters Score -349743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -349754.500000 Penalty: 2567.947510
	Iteration 40F: 3 clusters Score -349754.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -349758.625000 Penalty: 2567.947510
	Iteration 41Q: 3 clusters Score -349758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -349764.343750 Penalty: 2567.947510
	Iteration 42Q: 3 clusters Score -349764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -349769.250000 Penalty: 2567.947510
	Iteration 43Q: 3 clusters Score -349769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -349770.812500 Penalty: 2567.947510
	Iteration 44Q: 3 clusters Score -349770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -349773.750000 Penalty: 2567.947510
	Iteration 45Q: 3 clusters Score -349773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -349776.375000 Penalty: 2567.947510
	Iteration 46Q: 3 clusters Score -349776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349778.468750 Penalty: 2567.947510
	Iteration 47Q: 3 clusters Score -349778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -349780.000000 Penalty: 2567.947510
	Iteration 48Q: 3 clusters Score -349780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349779.906250 Penalty: 2567.947510
	Iteration 49Q: 3 clusters Score -349779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349779.906250 Penalty: 2567.947510
	Iteration 50F: 3 clusters Score -349779.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5222.706543 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5222.707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5414.979004 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5414.979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5471.936523 Penalty: 1443.861694
	Iteration 2F: 3 clusters Score -5471.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5498.726562 Penalty: 1443.861694
	Iteration 3Q: 3 clusters Score -5498.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5498.726562 Penalty: 1443.861694
	Iteration 4F: 3 clusters Score -5498.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (41638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Entering Unmasked Estep 
Score: -5516959.500000 Penalty: 1728.474854
	Iteration 0F: 2 clusters Score -5516960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -5489207.000000 Penalty: 3456.949707
	Iteration 0F: 3 clusters Score -5489207 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5500075.500000 Penalty: 3456.949707
	Iteration 1F: 3 clusters Score -5500076 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -5500509.500000 Penalty: 3456.949707
	Iteration 2Q: 3 clusters Score -5500510 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -5500977.000000 Penalty: 3456.949707
	Iteration 3Q: 3 clusters Score -5500977 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5501677.500000 Penalty: 3456.949707
	Iteration 4Q: 3 clusters Score -5501678 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5502803.500000 Penalty: 3456.949707
	Iteration 5F: 3 clusters Score -5502804 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -5504541.500000 Penalty: 3456.949707
	Iteration 6F: 3 clusters Score -5504542 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -5506932.000000 Penalty: 3456.949707
	Iteration 7F: 3 clusters Score -5506932 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5509830.500000 Penalty: 3456.949707
	Iteration 8F: 3 clusters Score -5509830 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5512421.500000 Penalty: 3456.949707
	Iteration 9F: 3 clusters Score -5512422 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5514173.500000 Penalty: 3456.949707
	Iteration 10Q: 3 clusters Score -5514174 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5514930.500000 Penalty: 3456.949707
	Iteration 11Q: 3 clusters Score -5514930 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5515201.500000 Penalty: 3456.949707
	Iteration 12Q: 3 clusters Score -5515202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5515337.500000 Penalty: 3456.949707
	Iteration 13Q: 3 clusters Score -5515338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5515394.500000 Penalty: 3456.949707
	Iteration 14Q: 3 clusters Score -5515394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5515426.000000 Penalty: 3456.949707
	Iteration 15Q: 3 clusters Score -5515426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5515432.500000 Penalty: 3456.949707
	Iteration 16Q: 3 clusters Score -5515432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5515434.000000 Penalty: 3456.949707
	Iteration 17F: 3 clusters Score -5515434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5515431.500000 Penalty: 3456.949707
	Iteration 18Q: 3 clusters Score -5515432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5515433.500000 Penalty: 3456.949707
	Iteration 19Q: 3 clusters Score -5515434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5515442.000000 Penalty: 3456.949707
	Iteration 20F: 3 clusters Score -5515442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5515451.000000 Penalty: 3456.949707
	Iteration 21Q: 3 clusters Score -5515451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5515451.000000 Penalty: 3456.949707
	Iteration 22F: 3 clusters Score -5515451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49826 members 
Mstep: Class 3 contains 65406 members 
Mstep: Class 4 contains 16822 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 13861 members 
Mstep: Class 8 contains 53732 members 
Mstep: Class 9 contains 13945 members 
Mstep: Class 10 contains 46873 members 
Mstep: Class 11 contains 52577 members 
Mstep: Class 12 contains 55996 members 
Mstep: Class 13 contains 11913 members 
Mstep: Class 14 contains 66641 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18837 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 88961 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 44573 members 
Mstep: Class 25 contains 76137 members 
Mstep: Class 26 contains 13605 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72212 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 58816 members 
Mstep: Class 32 contains 9960 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68146 members 
Mstep: Class 36 contains 14910 members 
Mstep: Class 37 contains 2701 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776072.000000 Penalty: 87559.406250
Iteration 159Q: 40 clusters Score -1.277761e+08 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49815 members 
Mstep: Class 3 contains 65180 members 
Mstep: Class 4 contains 16806 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13848 members 
Mstep: Class 8 contains 53811 members 
Mstep: Class 9 contains 13937 members 
Mstep: Class 10 contains 47338 members 
Mstep: Class 11 contains 52473 members 
Mstep: Class 12 contains 56241 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 66515 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18848 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 88690 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 44702 members 
Mstep: Class 25 contains 76052 members 
Mstep: Class 26 contains 13605 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72217 members 
Mstep: Class 30 contains 6371 members 
Mstep: Class 31 contains 58995 members 
Mstep: Class 32 contains 10033 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67905 members 
Mstep: Class 36 contains 14876 members 
Mstep: Class 37 contains 2689 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776184.000000 Penalty: 87559.406250
Iteration 160F: 40 clusters Score -1.277762e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49796 members 
Mstep: Class 3 contains 65093 members 
Mstep: Class 4 contains 16790 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 53879 members 
Mstep: Class 9 contains 13926 members 
Mstep: Class 10 contains 47743 members 
Mstep: Class 11 contains 52381 members 
Mstep: Class 12 contains 56507 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 66400 members 
Mstep: Class 15 contains 5101 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 18844 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 88403 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 44891 members 
Mstep: Class 25 contains 75964 members 
Mstep: Class 26 contains 13603 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72195 members 
Mstep: Class 30 contains 6379 members 
Mstep: Class 31 contains 59090 members 
Mstep: Class 32 contains 10112 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67676 members 
Mstep: Class 36 contains 14851 members 
Mstep: Class 37 contains 2675 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776400.000000 Penalty: 87559.406250
Iteration 161Q: 40 clusters Score -1.277764e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49778 members 
Mstep: Class 3 contains 65090 members 
Mstep: Class 4 contains 16769 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13829 members 
Mstep: Class 8 contains 53907 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 48062 members 
Mstep: Class 11 contains 52299 members 
Mstep: Class 12 contains 56773 members 
Mstep: Class 13 contains 11910 members 
Mstep: Class 14 contains 66294 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 18844 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 88113 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 45097 members 
Mstep: Class 25 contains 75862 members 
Mstep: Class 26 contains 13600 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72179 members 
Mstep: Class 30 contains 6385 members 
Mstep: Class 31 contains 59103 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67577 members 
Mstep: Class 36 contains 14820 members 
Mstep: Class 37 contains 2663 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776512.000000 Penalty: 87559.406250
Iteration 162Q: 40 clusters Score -1.277765e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49777 members 
Mstep: Class 3 contains 65186 members 
Mstep: Class 4 contains 16749 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13818 members 
Mstep: Class 8 contains 53901 members 
Mstep: Class 9 contains 13893 members 
Mstep: Class 10 contains 48372 members 
Mstep: Class 11 contains 52226 members 
Mstep: Class 12 contains 57085 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 66147 members 
Mstep: Class 15 contains 5095 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18816 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 87834 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 45297 members 
Mstep: Class 25 contains 75783 members 
Mstep: Class 26 contains 13604 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72156 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 59041 members 
Mstep: Class 32 contains 10240 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67454 members 
Mstep: Class 36 contains 14802 members 
Mstep: Class 37 contains 2647 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776344.000000 Penalty: 87559.406250
Iteration 163Q: 40 clusters Score -1.277763e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49774 members 
Mstep: Class 3 contains 65379 members 
Mstep: Class 4 contains 16742 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13804 members 
Mstep: Class 8 contains 53921 members 
Mstep: Class 9 contains 13875 members 
Mstep: Class 10 contains 48719 members 
Mstep: Class 11 contains 52162 members 
Mstep: Class 12 contains 57395 members 
Mstep: Class 13 contains 11913 members 
Mstep: Class 14 contains 65940 members 
Mstep: Class 15 contains 5095 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18782 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 87506 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 45469 members 
Mstep: Class 25 contains 75708 members 
Mstep: Class 26 contains 13601 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72155 members 
Mstep: Class 30 contains 6414 members 
Mstep: Class 31 contains 58876 members 
Mstep: Class 32 contains 10284 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67347 members 
Mstep: Class 36 contains 14785 members 
Mstep: Class 37 contains 2644 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776488.000000 Penalty: 87559.406250
Iteration 164Q: 40 clusters Score -1.277765e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49789 members 
Mstep: Class 3 contains 65662 members 
Mstep: Class 4 contains 16735 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 8 contains 53972 members 
Mstep: Class 9 contains 13862 members 
Mstep: Class 10 contains 49107 members 
Mstep: Class 11 contains 52125 members 
Mstep: Class 12 contains 57767 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 65743 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 87212 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 45583 members 
Mstep: Class 25 contains 75598 members 
Mstep: Class 26 contains 13599 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72127 members 
Mstep: Class 30 contains 6417 members 
Mstep: Class 31 contains 58673 members 
Mstep: Class 32 contains 10332 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67087 members 
Mstep: Class 36 contains 14763 members 
Mstep: Class 37 contains 2642 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776368.000000 Penalty: 87559.406250
Iteration 165Q: 40 clusters Score -1.277764e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49762 members 
Mstep: Class 3 contains 66047 members 
Mstep: Class 4 contains 16729 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 13780 members 
Mstep: Class 8 contains 54019 members 
Mstep: Class 9 contains 13848 members 
Mstep: Class 10 contains 49470 members 
Mstep: Class 11 contains 52118 members 
Mstep: Class 12 contains 58176 members 
Mstep: Class 13 contains 11919 members 
Mstep: Class 14 contains 65457 members 
Mstep: Class 15 contains 5091 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18677 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 86915 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 45638 members 
Mstep: Class 25 contains 75514 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72135 members 
Mstep: Class 30 contains 6422 members 
Mstep: Class 31 contains 58358 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66927 members 
Mstep: Class 36 contains 14745 members 
Mstep: Class 37 contains 2632 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776352.000000 Penalty: 87559.406250
Iteration 166Q: 40 clusters Score -1.277764e+08 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49748 members 
Mstep: Class 3 contains 66353 members 
Mstep: Class 4 contains 16723 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 13764 members 
Mstep: Class 8 contains 54056 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 49982 members 
Mstep: Class 11 contains 52076 members 
Mstep: Class 12 contains 58600 members 
Mstep: Class 13 contains 11925 members 
Mstep: Class 14 contains 65150 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18604 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 86702 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45662 members 
Mstep: Class 25 contains 75432 members 
Mstep: Class 26 contains 13592 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72149 members 
Mstep: Class 30 contains 6435 members 
Mstep: Class 31 contains 57980 members 
Mstep: Class 32 contains 10420 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66768 members 
Mstep: Class 36 contains 14725 members 
Mstep: Class 37 contains 2623 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776576.000000 Penalty: 87559.406250
Iteration 167Q: 40 clusters Score -1.277766e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49739 members 
Mstep: Class 3 contains 66695 members 
Mstep: Class 4 contains 16716 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13761 members 
Mstep: Class 8 contains 54121 members 
Mstep: Class 9 contains 13834 members 
Mstep: Class 10 contains 50442 members 
Mstep: Class 11 contains 52006 members 
Mstep: Class 12 contains 59125 members 
Mstep: Class 13 contains 11923 members 
Mstep: Class 14 contains 64846 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18534 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 86464 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45619 members 
Mstep: Class 25 contains 75244 members 
Mstep: Class 26 contains 13593 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72131 members 
Mstep: Class 30 contains 6436 members 
Mstep: Class 31 contains 57587 members 
Mstep: Class 32 contains 10473 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66726 members 
Mstep: Class 36 contains 14709 members 
Mstep: Class 37 contains 2617 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777040.000000 Penalty: 87559.406250
Iteration 168Q: 40 clusters Score -1.27777e+08 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49748 members 
Mstep: Class 3 contains 67038 members 
Mstep: Class 4 contains 16712 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13743 members 
Mstep: Class 8 contains 54187 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 10 contains 51012 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 59766 members 
Mstep: Class 13 contains 11918 members 
Mstep: Class 14 contains 64504 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18483 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 86182 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45498 members 
Mstep: Class 25 contains 74987 members 
Mstep: Class 26 contains 13593 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72130 members 
Mstep: Class 30 contains 6440 members 
Mstep: Class 31 contains 57179 members 
Mstep: Class 32 contains 10503 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66701 members 
Mstep: Class 36 contains 14690 members 
Mstep: Class 37 contains 2615 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777248.000000 Penalty: 87559.406250
Iteration 169Q: 40 clusters Score -1.277772e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 49741 members 
Mstep: Class 3 contains 67398 members 
Mstep: Class 4 contains 16710 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13736 members 
Mstep: Class 8 contains 54279 members 
Mstep: Class 9 contains 13794 members 
Mstep: Class 10 contains 51644 members 
Mstep: Class 11 contains 51862 members 
Mstep: Class 12 contains 60479 members 
Mstep: Class 13 contains 11916 members 
Mstep: Class 14 contains 64158 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 85953 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45296 members 
Mstep: Class 25 contains 74668 members 
Mstep: Class 26 contains 13598 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72097 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 56720 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66696 members 
Mstep: Class 36 contains 14676 members 
Mstep: Class 37 contains 2611 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777512.000000 Penalty: 87559.406250
Iteration 170Q: 40 clusters Score -1.277775e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 49708 members 
Mstep: Class 3 contains 67827 members 
Mstep: Class 4 contains 16709 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 13726 members 
Mstep: Class 8 contains 54372 members 
Mstep: Class 9 contains 13775 members 
Mstep: Class 10 contains 52292 members 
Mstep: Class 11 contains 51809 members 
Mstep: Class 12 contains 61237 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 63796 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18376 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 85722 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 45102 members 
Mstep: Class 25 contains 74271 members 
Mstep: Class 26 contains 13598 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72073 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 56204 members 
Mstep: Class 32 contains 10561 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66727 members 
Mstep: Class 36 contains 14665 members 
Mstep: Class 37 contains 2609 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778056.000000 Penalty: 87559.406250
Iteration 171Q: 40 clusters Score -1.277781e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 49707 members 
Mstep: Class 3 contains 68336 members 
Mstep: Class 4 contains 16703 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13715 members 
Mstep: Class 8 contains 54467 members 
Mstep: Class 9 contains 13751 members 
Mstep: Class 10 contains 52984 members 
Mstep: Class 11 contains 51745 members 
Mstep: Class 12 contains 62105 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 63415 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18285 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 85508 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44903 members 
Mstep: Class 25 contains 73784 members 
Mstep: Class 26 contains 13598 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72042 members 
Mstep: Class 30 contains 6457 members 
Mstep: Class 31 contains 55576 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66763 members 
Mstep: Class 36 contains 14655 members 
Mstep: Class 37 contains 2616 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778072.000000 Penalty: 87559.406250
Iteration 172Q: 40 clusters Score -1.277781e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49667 members 
Mstep: Class 3 contains 68890 members 
Mstep: Class 4 contains 16696 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13713 members 
Mstep: Class 8 contains 54573 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 53606 members 
Mstep: Class 11 contains 51659 members 
Mstep: Class 12 contains 63228 members 
Mstep: Class 13 contains 11904 members 
Mstep: Class 14 contains 63018 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18235 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 85277 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44747 members 
Mstep: Class 25 contains 73090 members 
Mstep: Class 26 contains 13600 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71980 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 54945 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66850 members 
Mstep: Class 36 contains 14638 members 
Mstep: Class 37 contains 2631 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778104.000000 Penalty: 87559.406250
Iteration 173Q: 40 clusters Score -1.277781e+08 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49631 members 
Mstep: Class 3 contains 69386 members 
Mstep: Class 4 contains 16691 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13716 members 
Mstep: Class 8 contains 54695 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 54219 members 
Mstep: Class 11 contains 51590 members 
Mstep: Class 12 contains 64625 members 
Mstep: Class 13 contains 11912 members 
Mstep: Class 14 contains 62563 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18176 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 85058 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 72102 members 
Mstep: Class 26 contains 13599 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71914 members 
Mstep: Class 30 contains 6481 members 
Mstep: Class 31 contains 54310 members 
Mstep: Class 32 contains 10625 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 66965 members 
Mstep: Class 36 contains 14626 members 
Mstep: Class 37 contains 2671 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778448.000000 Penalty: 87559.406250
Iteration 174Q: 40 clusters Score -1.277784e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49601 members 
Mstep: Class 3 contains 69849 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13724 members 
Mstep: Class 8 contains 54781 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 51541 members 
Mstep: Class 12 contains 66245 members 
Mstep: Class 13 contains 11915 members 
Mstep: Class 14 contains 62035 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84820 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 44295 members 
Mstep: Class 25 contains 70948 members 
Mstep: Class 26 contains 13602 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71835 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 53715 members 
Mstep: Class 32 contains 10649 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67244 members 
Mstep: Class 36 contains 14602 members 
Mstep: Class 37 contains 2723 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778648.000000 Penalty: 87559.406250
Iteration 175Q: 40 clusters Score -1.277786e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49597 members 
Mstep: Class 3 contains 70174 members 
Mstep: Class 4 contains 16677 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 13723 members 
Mstep: Class 8 contains 54837 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 55393 members 
Mstep: Class 11 contains 51495 members 
Mstep: Class 12 contains 68090 members 
Mstep: Class 13 contains 11926 members 
Mstep: Class 14 contains 61463 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 18054 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84601 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 43920 members 
Mstep: Class 25 contains 69619 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71768 members 
Mstep: Class 30 contains 6489 members 
Mstep: Class 31 contains 53229 members 
Mstep: Class 32 contains 10676 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67519 members 
Mstep: Class 36 contains 14571 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778776.000000 Penalty: 87559.406250
Iteration 176Q: 40 clusters Score -1.277788e+08 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49599 members 
Mstep: Class 3 contains 70262 members 
Mstep: Class 4 contains 16676 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 13723 members 
Mstep: Class 8 contains 54948 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 56002 members 
Mstep: Class 11 contains 51441 members 
Mstep: Class 12 contains 69991 members 
Mstep: Class 13 contains 11931 members 
Mstep: Class 14 contains 60819 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 17982 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84402 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 43516 members 
Mstep: Class 25 contains 68317 members 
Mstep: Class 26 contains 13607 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71702 members 
Mstep: Class 30 contains 6494 members 
Mstep: Class 31 contains 52924 members 
Mstep: Class 32 contains 10695 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 67839 members 
Mstep: Class 36 contains 14546 members 
Mstep: Class 37 contains 2852 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779464.000000 Penalty: 87559.406250
Iteration 177Q: 40 clusters Score -1.277795e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49584 members 
Mstep: Class 3 contains 70266 members 
Mstep: Class 4 contains 16676 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 13719 members 
Mstep: Class 8 contains 55030 members 
Mstep: Class 9 contains 13717 members 
Mstep: Class 10 contains 56645 members 
Mstep: Class 11 contains 51413 members 
Mstep: Class 12 contains 71750 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 60115 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 17898 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84289 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 43124 members 
Mstep: Class 25 contains 67162 members 
Mstep: Class 26 contains 13611 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71645 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 52661 members 
Mstep: Class 32 contains 10703 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68139 members 
Mstep: Class 36 contains 14524 members 
Mstep: Class 37 contains 2934 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780144.000000 Penalty: 87559.406250
Iteration 178Q: 40 clusters Score -1.277801e+08 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49555 members 
Mstep: Class 3 contains 70202 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 13715 members 
Mstep: Class 8 contains 55126 members 
Mstep: Class 9 contains 13716 members 
Mstep: Class 10 contains 57282 members 
Mstep: Class 11 contains 51390 members 
Mstep: Class 12 contains 73387 members 
Mstep: Class 13 contains 11935 members 
Mstep: Class 14 contains 59331 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 17841 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84149 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 42698 members 
Mstep: Class 25 contains 66261 members 
Mstep: Class 26 contains 13613 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71607 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 52556 members 
Mstep: Class 32 contains 10725 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68414 members 
Mstep: Class 36 contains 14500 members 
Mstep: Class 37 contains 3000 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780664.000000 Penalty: 87559.406250
Iteration 179Q: 40 clusters Score -1.277807e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49553 members 
Mstep: Class 3 contains 69993 members 
Mstep: Class 4 contains 16666 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 13714 members 
Mstep: Class 8 contains 55264 members 
Mstep: Class 9 contains 13708 members 
Mstep: Class 10 contains 57939 members 
Mstep: Class 11 contains 51363 members 
Mstep: Class 12 contains 74668 members 
Mstep: Class 13 contains 11925 members 
Mstep: Class 14 contains 58536 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 17769 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84056 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 42272 members 
Mstep: Class 25 contains 65737 members 
Mstep: Class 26 contains 13615 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71573 members 
Mstep: Class 30 contains 6519 members 
Mstep: Class 31 contains 52508 members 
Mstep: Class 32 contains 10740 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68653 members 
Mstep: Class 36 contains 14481 members 
Mstep: Class 37 contains 3052 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780664.000000 Penalty: 87559.406250
Iteration 180F: 40 clusters Score -1.277807e+08 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49533 members 
Mstep: Class 3 contains 69637 members 
Mstep: Class 4 contains 16660 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 13710 members 
Mstep: Class 8 contains 55385 members 
Mstep: Class 9 contains 13708 members 
Mstep: Class 10 contains 58580 members 
Mstep: Class 11 contains 51341 members 
Mstep: Class 12 contains 75695 members 
Mstep: Class 13 contains 11925 members 
Mstep: Class 14 contains 57708 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 17672 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84003 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 41841 members 
Mstep: Class 25 contains 65484 members 
Mstep: Class 26 contains 13615 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71574 members 
Mstep: Class 30 contains 6530 members 
Mstep: Class 31 contains 52663 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68841 members 
Mstep: Class 36 contains 14469 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781304.000000 Penalty: 87559.406250
Iteration 181Q: 40 clusters Score -1.277813e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49506 members 
Mstep: Class 3 contains 69072 members 
Mstep: Class 4 contains 16651 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 13710 members 
Mstep: Class 8 contains 55465 members 
Mstep: Class 9 contains 13684 members 
Mstep: Class 10 contains 59271 members 
Mstep: Class 11 contains 51333 members 
Mstep: Class 12 contains 76418 members 
Mstep: Class 13 contains 11919 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 17569 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84010 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 41414 members 
Mstep: Class 25 contains 65492 members 
Mstep: Class 26 contains 13615 members 
Mstep: Class 27 contains 1708 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71619 members 
Mstep: Class 30 contains 6535 members 
Mstep: Class 31 contains 52944 members 
Mstep: Class 32 contains 10794 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 69073 members 
Mstep: Class 36 contains 14454 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781152.000000 Penalty: 87559.406250
Iteration 182Q: 40 clusters Score -1.277812e+08 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49514 members 
Mstep: Class 3 contains 68382 members 
Mstep: Class 4 contains 16647 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 55555 members 
Mstep: Class 9 contains 13657 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 51330 members 
Mstep: Class 12 contains 76927 members 
Mstep: Class 13 contains 11919 members 
Mstep: Class 14 contains 56077 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 17438 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84053 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 41029 members 
Mstep: Class 25 contains 65661 members 
Mstep: Class 26 contains 13617 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71717 members 
Mstep: Class 30 contains 6539 members 
Mstep: Class 31 contains 53275 members 
Mstep: Class 32 contains 10821 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 69211 members 
Mstep: Class 36 contains 14440 members 
Mstep: Class 37 contains 3157 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781488.000000 Penalty: 87559.406250
Iteration 183Q: 40 clusters Score -1.277815e+08 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49514 members 
Mstep: Class 3 contains 67458 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 13696 members 
Mstep: Class 8 contains 55651 members 
Mstep: Class 9 contains 13636 members 
Mstep: Class 10 contains 60761 members 
Mstep: Class 11 contains 51334 members 
Mstep: Class 12 contains 77284 members 
Mstep: Class 13 contains 11922 members 
Mstep: Class 14 contains 55289 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 17312 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84061 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40763 members 
Mstep: Class 25 contains 65976 members 
Mstep: Class 26 contains 13622 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71835 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 53799 members 
Mstep: Class 32 contains 10846 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 69251 members 
Mstep: Class 36 contains 14428 members 
Mstep: Class 37 contains 3173 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782288.000000 Penalty: 87559.406250
Iteration 184Q: 40 clusters Score -1.277823e+08 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49481 members 
Mstep: Class 3 contains 66333 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 13690 members 
Mstep: Class 8 contains 55760 members 
Mstep: Class 9 contains 13620 members 
Mstep: Class 10 contains 61573 members 
Mstep: Class 11 contains 51322 members 
Mstep: Class 12 contains 77436 members 
Mstep: Class 13 contains 11924 members 
Mstep: Class 14 contains 54529 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 17188 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 84104 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40606 members 
Mstep: Class 25 contains 66454 members 
Mstep: Class 26 contains 13628 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71966 members 
Mstep: Class 30 contains 6542 members 
Mstep: Class 31 contains 54450 members 
Mstep: Class 32 contains 10884 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 69193 members 
Mstep: Class 36 contains 14411 members 
Mstep: Class 37 contains 3184 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782688.000000 Penalty: 87559.406250
Iteration 185Q: 40 clusters Score -1.277827e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49449 members 
Mstep: Class 3 contains 65325 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 13681 members 
Mstep: Class 8 contains 55866 members 
Mstep: Class 9 contains 13604 members 
Mstep: Class 10 contains 62262 members 
Mstep: Class 11 contains 51315 members 
Mstep: Class 12 contains 77507 members 
Mstep: Class 13 contains 11923 members 
Mstep: Class 14 contains 53837 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 17058 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 84101 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40588 members 
Mstep: Class 25 contains 66971 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72069 members 
Mstep: Class 30 contains 6545 members 
Mstep: Class 31 contains 55055 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 69119 members 
Mstep: Class 36 contains 14395 members 
Mstep: Class 37 contains 3179 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783104.000000 Penalty: 87559.406250
Iteration 186Q: 40 clusters Score -1.277831e+08 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49415 members 
Mstep: Class 3 contains 64352 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 13682 members 
Mstep: Class 8 contains 55959 members 
Mstep: Class 9 contains 13596 members 
Mstep: Class 10 contains 62990 members 
Mstep: Class 11 contains 51308 members 
Mstep: Class 12 contains 77451 members 
Mstep: Class 13 contains 11926 members 
Mstep: Class 14 contains 53221 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 84076 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40586 members 
Mstep: Class 25 contains 67524 members 
Mstep: Class 26 contains 13634 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72211 members 
Mstep: Class 30 contains 6551 members 
Mstep: Class 31 contains 55716 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68914 members 
Mstep: Class 36 contains 14377 members 
Mstep: Class 37 contains 3169 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783632.000000 Penalty: 87559.406250
Iteration 187Q: 40 clusters Score -1.277836e+08 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49361 members 
Mstep: Class 3 contains 63443 members 
Mstep: Class 4 contains 16607 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 56092 members 
Mstep: Class 9 contains 13595 members 
Mstep: Class 10 contains 63644 members 
Mstep: Class 11 contains 51286 members 
Mstep: Class 12 contains 77240 members 
Mstep: Class 13 contains 11930 members 
Mstep: Class 14 contains 52687 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16765 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 84034 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40590 members 
Mstep: Class 25 contains 68125 members 
Mstep: Class 26 contains 13631 members 
Mstep: Class 27 contains 1708 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72374 members 
Mstep: Class 30 contains 6551 members 
Mstep: Class 31 contains 56371 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68734 members 
Mstep: Class 36 contains 14360 members 
Mstep: Class 37 contains 3160 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783376.000000 Penalty: 87559.406250
Iteration 188Q: 40 clusters Score -1.277834e+08 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49274 members 
Mstep: Class 3 contains 62675 members 
Mstep: Class 4 contains 16603 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 56270 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 10 contains 64454 members 
Mstep: Class 11 contains 51251 members 
Mstep: Class 12 contains 76848 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 52166 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16636 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 83940 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40554 members 
Mstep: Class 25 contains 68878 members 
Mstep: Class 26 contains 13631 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72506 members 
Mstep: Class 30 contains 6547 members 
Mstep: Class 31 contains 56979 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 68389 members 
Mstep: Class 36 contains 14340 members 
Mstep: Class 37 contains 3137 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783720.000000 Penalty: 87559.406250
Iteration 189Q: 40 clusters Score -1.277837e+08 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49235 members 
Mstep: Class 3 contains 62214 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 13674 members 
Mstep: Class 8 contains 56462 members 
Mstep: Class 9 contains 13602 members 
Mstep: Class 10 contains 65221 members 
Mstep: Class 11 contains 51227 members 
Mstep: Class 12 contains 76273 members 
Mstep: Class 13 contains 11955 members 
Mstep: Class 14 contains 51782 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16505 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 83782 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40515 members 
Mstep: Class 25 contains 69641 members 
Mstep: Class 26 contains 13629 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72651 members 
Mstep: Class 30 contains 6547 members 
Mstep: Class 31 contains 57419 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67983 members 
Mstep: Class 36 contains 14315 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784176.000000 Penalty: 87559.406250
Iteration 190Q: 40 clusters Score -1.277842e+08 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 49195 members 
Mstep: Class 3 contains 61913 members 
Mstep: Class 4 contains 16596 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 56647 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 65849 members 
Mstep: Class 11 contains 51212 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 11952 members 
Mstep: Class 14 contains 51518 members 
Mstep: Class 15 contains 5070 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16399 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 83580 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40510 members 
Mstep: Class 25 contains 70483 members 
Mstep: Class 26 contains 13628 members 
Mstep: Class 27 contains 1708 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72814 members 
Mstep: Class 30 contains 6549 members 
Mstep: Class 31 contains 57848 members 
Mstep: Class 32 contains 11065 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67604 members 
Mstep: Class 36 contains 14304 members 
Mstep: Class 37 contains 3111 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784616.000000 Penalty: 87559.406250
Iteration 191Q: 40 clusters Score -1.277846e+08 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49160 members 
Mstep: Class 3 contains 61688 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 56857 members 
Mstep: Class 9 contains 13556 members 
Mstep: Class 10 contains 66285 members 
Mstep: Class 11 contains 51190 members 
Mstep: Class 12 contains 74610 members 
Mstep: Class 13 contains 11946 members 
Mstep: Class 14 contains 51337 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16283 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 83381 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40614 members 
Mstep: Class 25 contains 71373 members 
Mstep: Class 26 contains 13630 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72939 members 
Mstep: Class 30 contains 6556 members 
Mstep: Class 31 contains 58262 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67265 members 
Mstep: Class 36 contains 14293 members 
Mstep: Class 37 contains 3069 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784712.000000 Penalty: 87559.406250
Iteration 192Q: 40 clusters Score -1.277847e+08 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49108 members 
Mstep: Class 3 contains 61514 members 
Mstep: Class 4 contains 16568 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 57025 members 
Mstep: Class 9 contains 13533 members 
Mstep: Class 10 contains 66628 members 
Mstep: Class 11 contains 51180 members 
Mstep: Class 12 contains 73545 members 
Mstep: Class 13 contains 11949 members 
Mstep: Class 14 contains 51293 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 83116 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 40799 members 
Mstep: Class 25 contains 72339 members 
Mstep: Class 26 contains 13636 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73065 members 
Mstep: Class 30 contains 6549 members 
Mstep: Class 31 contains 58723 members 
Mstep: Class 32 contains 11122 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66973 members 
Mstep: Class 36 contains 14288 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785000.000000 Penalty: 87559.406250
Iteration 193Q: 40 clusters Score -1.27785e+08 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49076 members 
Mstep: Class 3 contains 61158 members 
Mstep: Class 4 contains 16557 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 57199 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 66975 members 
Mstep: Class 11 contains 51201 members 
Mstep: Class 12 contains 72288 members 
Mstep: Class 13 contains 11940 members 
Mstep: Class 14 contains 51404 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 82822 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 41083 members 
Mstep: Class 25 contains 73392 members 
Mstep: Class 26 contains 13641 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73152 members 
Mstep: Class 30 contains 6552 members 
Mstep: Class 31 contains 59233 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66667 members 
Mstep: Class 36 contains 14279 members 
Mstep: Class 37 contains 2997 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785136.000000 Penalty: 87559.406250
Iteration 194Q: 40 clusters Score -1.277851e+08 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49046 members 
Mstep: Class 3 contains 60745 members 
Mstep: Class 4 contains 16554 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 13639 members 
Mstep: Class 8 contains 57355 members 
Mstep: Class 9 contains 13492 members 
Mstep: Class 10 contains 67118 members 
Mstep: Class 11 contains 51215 members 
Mstep: Class 12 contains 70803 members 
Mstep: Class 13 contains 11931 members 
Mstep: Class 14 contains 51581 members 
Mstep: Class 15 contains 5060 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 15911 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 82576 members 
Mstep: Class 23 contains 1830 members 
Mstep: Class 24 contains 41415 members 
Mstep: Class 25 contains 74605 members 
Mstep: Class 26 contains 13641 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73238 members 
Mstep: Class 30 contains 6546 members 
Mstep: Class 31 contains 59829 members 
Mstep: Class 32 contains 11162 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66437 members 
Mstep: Class 36 contains 14261 members 
Mstep: Class 37 contains 2967 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785128.000000 Penalty: 87559.406250
Iteration 195Q: 40 clusters Score -1.277851e+08 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49004 members 
Mstep: Class 3 contains 60422 members 
Mstep: Class 4 contains 16539 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 13635 members 
Mstep: Class 8 contains 57490 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 66998 members 
Mstep: Class 11 contains 51214 members 
Mstep: Class 12 contains 69195 members 
Mstep: Class 13 contains 11927 members 
Mstep: Class 14 contains 51847 members 
Mstep: Class 15 contains 5059 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 15786 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 82335 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 41832 members 
Mstep: Class 25 contains 75890 members 
Mstep: Class 26 contains 13639 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73290 members 
Mstep: Class 30 contains 6545 members 
Mstep: Class 31 contains 60467 members 
Mstep: Class 32 contains 11183 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66299 members 
Mstep: Class 36 contains 14249 members 
Mstep: Class 37 contains 2948 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784856.000000 Penalty: 87559.406250
Iteration 196Q: 40 clusters Score -1.277849e+08 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48981 members 
Mstep: Class 3 contains 60044 members 
Mstep: Class 4 contains 16531 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 13623 members 
Mstep: Class 8 contains 57573 members 
Mstep: Class 9 contains 13435 members 
Mstep: Class 10 contains 66727 members 
Mstep: Class 11 contains 51229 members 
Mstep: Class 12 contains 67476 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 52195 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 82182 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 42374 members 
Mstep: Class 25 contains 77240 members 
Mstep: Class 26 contains 13644 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73326 members 
Mstep: Class 30 contains 6547 members 
Mstep: Class 31 contains 61090 members 
Mstep: Class 32 contains 11201 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66178 members 
Mstep: Class 36 contains 14233 members 
Mstep: Class 37 contains 2937 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784896.000000 Penalty: 87559.406250
Iteration 197Q: 40 clusters Score -1.277849e+08 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48983 members 
Mstep: Class 3 contains 59707 members 
Mstep: Class 4 contains 16519 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 13618 members 
Mstep: Class 8 contains 57686 members 
Mstep: Class 9 contains 13424 members 
Mstep: Class 10 contains 66236 members 
Mstep: Class 11 contains 51255 members 
Mstep: Class 12 contains 65614 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 52600 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 15499 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 81985 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 43023 members 
Mstep: Class 25 contains 78659 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73367 members 
Mstep: Class 30 contains 6530 members 
Mstep: Class 31 contains 61721 members 
Mstep: Class 32 contains 11220 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66147 members 
Mstep: Class 36 contains 14217 members 
Mstep: Class 37 contains 2914 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784968.000000 Penalty: 87559.406250
Iteration 198Q: 40 clusters Score -1.27785e+08 nChanged 6377
Entering ConstructFrom: 
Score: -127784968.000000 Penalty: 87559.406250
Entering ConstructFrom: 
Trying to split cluster 1 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -351553.468750 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -351553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348932.125000 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -348932.1 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -349556.812500 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -349556.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -349726.281250 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -349726.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -349811.531250 Penalty: 2580.689697
	Iteration 3F: 3 clusters Score -349811.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -349877.531250 Penalty: 2580.689697
	Iteration 4Q: 3 clusters Score -349877.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -349913.218750 Penalty: 2580.689697
	Iteration 5Q: 3 clusters Score -349913.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349942.937500 Penalty: 2580.689697
	Iteration 6Q: 3 clusters Score -349942.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -349960.718750 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -349960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -349970.250000 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -349970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -349977.843750 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -349977.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -349983.687500 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -349983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -349989.187500 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -349989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -349995.281250 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -349995.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -350003.468750 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -350003.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -350014.093750 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -350014.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -350022.156250 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -350022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -350026.656250 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -350026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -350032.312500 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -350032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -350036.281250 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -350036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -350040.656250 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -350040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -350042.812500 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -350042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -350049.031250 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -350049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -350057.343750 Penalty: 2580.689697
	Iteration 22Q: 3 clusters Score -350057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -350060.937500 Penalty: 2580.689697
	Iteration 23Q: 3 clusters Score -350060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -350065.593750 Penalty: 2580.689697
	Iteration 24Q: 3 clusters Score -350065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -350067.218750 Penalty: 2580.689697
	Iteration 25Q: 3 clusters Score -350067.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -350071.656250 Penalty: 2580.689697
	Iteration 26Q: 3 clusters Score -350071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -350075.656250 Penalty: 2580.689697
	Iteration 27Q: 3 clusters Score -350075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -350079.312500 Penalty: 2580.689697
	Iteration 28Q: 3 clusters Score -350079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -350083.000000 Penalty: 2580.689697
	Iteration 29Q: 3 clusters Score -350083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -350086.343750 Penalty: 2580.689697
	Iteration 30Q: 3 clusters Score -350086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -350090.656250 Penalty: 2580.689697
	Iteration 31Q: 3 clusters Score -350090.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -350093.937500 Penalty: 2580.689697
	Iteration 32Q: 3 clusters Score -350093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -350099.343750 Penalty: 2580.689697
	Iteration 33Q: 3 clusters Score -350099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -350104.031250 Penalty: 2580.689697
	Iteration 34Q: 3 clusters Score -350104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -350108.562500 Penalty: 2580.689697
	Iteration 35Q: 3 clusters Score -350108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -350115.625000 Penalty: 2580.689697
	Iteration 36Q: 3 clusters Score -350115.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -350123.312500 Penalty: 2580.689697
	Iteration 37Q: 3 clusters Score -350123.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -350130.718750 Penalty: 2580.689697
	Iteration 38Q: 3 clusters Score -350130.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -350140.000000 Penalty: 2580.689697
	Iteration 39Q: 3 clusters Score -350140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -350153.906250 Penalty: 2580.689697
	Iteration 40F: 3 clusters Score -350153.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -350175.500000 Penalty: 2580.689697
	Iteration 41Q: 3 clusters Score -350175.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -350197.812500 Penalty: 2580.689697
	Iteration 42Q: 3 clusters Score -350197.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -350234.187500 Penalty: 2580.689697
	Iteration 43Q: 3 clusters Score -350234.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -350287.750000 Penalty: 2580.689697
	Iteration 44Q: 3 clusters Score -350287.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -350345.875000 Penalty: 2580.689697
	Iteration 45Q: 3 clusters Score -350345.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -350396.937500 Penalty: 2580.689697
	Iteration 46Q: 3 clusters Score -350396.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -350460.125000 Penalty: 2580.689697
	Iteration 47Q: 3 clusters Score -350460.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -350509.843750 Penalty: 2580.689697
	Iteration 48Q: 3 clusters Score -350509.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -350544.250000 Penalty: 2580.689697
	Iteration 49Q: 3 clusters Score -350544.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -350569.437500 Penalty: 2580.689697
	Iteration 50Q: 3 clusters Score -350569.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -350589.187500 Penalty: 2580.689697
	Iteration 51Q: 3 clusters Score -350589.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -350603.093750 Penalty: 2580.689697
	Iteration 52Q: 3 clusters Score -350603.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -350622.625000 Penalty: 2580.689697
	Iteration 53Q: 3 clusters Score -350622.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -350637.031250 Penalty: 2580.689697
	Iteration 54Q: 3 clusters Score -350637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -350646.468750 Penalty: 2580.689697
	Iteration 55Q: 3 clusters Score -350646.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -350658.562500 Penalty: 2580.689697
	Iteration 56Q: 3 clusters Score -350658.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -350668.843750 Penalty: 2580.689697
	Iteration 57Q: 3 clusters Score -350668.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -350677.062500 Penalty: 2580.689697
	Iteration 58Q: 3 clusters Score -350677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -350682.562500 Penalty: 2580.689697
	Iteration 59Q: 3 clusters Score -350682.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -350687.187500 Penalty: 2580.689697
	Iteration 60F: 3 clusters Score -350687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -350691.687500 Penalty: 2580.689697
	Iteration 61Q: 3 clusters Score -350691.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -350696.125000 Penalty: 2580.689697
	Iteration 62Q: 3 clusters Score -350696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -350700.406250 Penalty: 2580.689697
	Iteration 63Q: 3 clusters Score -350700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -350705.343750 Penalty: 2580.689697
	Iteration 64Q: 3 clusters Score -350705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -350707.468750 Penalty: 2580.689697
	Iteration 65Q: 3 clusters Score -350707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -350711.312500 Penalty: 2580.689697
	Iteration 66Q: 3 clusters Score -350711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -350713.437500 Penalty: 2580.689697
	Iteration 67Q: 3 clusters Score -350713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -350715.312500 Penalty: 2580.689697
	Iteration 68Q: 3 clusters Score -350715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -350717.437500 Penalty: 2580.689697
	Iteration 69Q: 3 clusters Score -350717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -350718.593750 Penalty: 2580.689697
	Iteration 70Q: 3 clusters Score -350718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -350720.156250 Penalty: 2580.689697
	Iteration 71Q: 3 clusters Score -350720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -350721.500000 Penalty: 2580.689697
	Iteration 72Q: 3 clusters Score -350721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -350723.343750 Penalty: 2580.689697
	Iteration 73Q: 3 clusters Score -350723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -350725.968750 Penalty: 2580.689697
	Iteration 74Q: 3 clusters Score -350726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -350728.656250 Penalty: 2580.689697
	Iteration 75Q: 3 clusters Score -350728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -350730.281250 Penalty: 2580.689697
	Iteration 76Q: 3 clusters Score -350730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -350732.468750 Penalty: 2580.689697
	Iteration 77Q: 3 clusters Score -350732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -350732.656250 Penalty: 2580.689697
	Iteration 78Q: 3 clusters Score -350732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -350733.656250 Penalty: 2580.689697
	Iteration 79Q: 3 clusters Score -350733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -350734.406250 Penalty: 2580.689697
	Iteration 80F: 3 clusters Score -350734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Entering Unmasked Estep 
Score: -6146447.500000 Penalty: 1754.811646
	Iteration 0F: 2 clusters Score -6146448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6113784.500000 Penalty: 3509.623291
	Iteration 0F: 3 clusters Score -6113784 nChanged 22833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -6126609.000000 Penalty: 3509.623291
	Iteration 1F: 3 clusters Score -6126609 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6127144.500000 Penalty: 3509.623291
	Iteration 2Q: 3 clusters Score -6127144 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -6127714.500000 Penalty: 3509.623291
	Iteration 3Q: 3 clusters Score -6127714 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -6128355.500000 Penalty: 3509.623291
	Iteration 4Q: 3 clusters Score -6128356 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6129316.000000 Penalty: 3509.623291
	Iteration 5Q: 3 clusters Score -6129316 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6130671.500000 Penalty: 3509.623291
	Iteration 6F: 3 clusters Score -6130672 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -6132568.500000 Penalty: 3509.623291
	Iteration 7F: 3 clusters Score -6132568 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -6135045.000000 Penalty: 3509.623291
	Iteration 8F: 3 clusters Score -6135045 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -6137579.000000 Penalty: 3509.623291
	Iteration 9F: 3 clusters Score -6137579 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -6139736.500000 Penalty: 3509.623291
	Iteration 10F: 3 clusters Score -6139736 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -6141301.000000 Penalty: 3509.623291
	Iteration 11Q: 3 clusters Score -6141301 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6142458.000000 Penalty: 3509.623291
	Iteration 12Q: 3 clusters Score -6142458 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -6143221.500000 Penalty: 3509.623291
	Iteration 13Q: 3 clusters Score -6143222 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6143806.500000 Penalty: 3509.623291
	Iteration 14Q: 3 clusters Score -6143806 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -6144178.000000 Penalty: 3509.623291
	Iteration 15Q: 3 clusters Score -6144178 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6144400.000000 Penalty: 3509.623291
	Iteration 16Q: 3 clusters Score -6144400 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6144553.000000 Penalty: 3509.623291
	Iteration 17Q: 3 clusters Score -6144553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6144656.500000 Penalty: 3509.623291
	Iteration 18Q: 3 clusters Score -6144656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6144730.000000 Penalty: 3509.623291
	Iteration 19Q: 3 clusters Score -6144730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -6144782.500000 Penalty: 3509.623291
	Iteration 20F: 3 clusters Score -6144782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6144827.500000 Penalty: 3509.623291
	Iteration 21Q: 3 clusters Score -6144828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6144849.000000 Penalty: 3509.623291
	Iteration 22Q: 3 clusters Score -6144849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6144860.000000 Penalty: 3509.623291
	Iteration 23Q: 3 clusters Score -6144860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -6144878.500000 Penalty: 3509.623291
	Iteration 24Q: 3 clusters Score -6144878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -6144876.500000 Penalty: 3509.623291
	Iteration 25Q: 3 clusters Score -6144876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6144885.500000 Penalty: 3509.623291
	Iteration 26Q: 3 clusters Score -6144886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -6144895.000000 Penalty: 3509.623291
	Iteration 27Q: 3 clusters Score -6144895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -6144898.000000 Penalty: 3509.623291
	Iteration 28Q: 3 clusters Score -6144898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6144899.000000 Penalty: 3509.623291
	Iteration 29Q: 3 clusters Score -6144899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6144900.000000 Penalty: 3509.623291
	Iteration 30Q: 3 clusters Score -6144900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -6144908.000000 Penalty: 3509.623291
	Iteration 31Q: 3 clusters Score -6144908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6144906.000000 Penalty: 3509.623291
	Iteration 32Q: 3 clusters Score -6144906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6144906.000000 Penalty: 3509.623291
	Iteration 33F: 3 clusters Score -6144906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Entering Unmasked Estep 
Score: -7914998.500000 Penalty: 1786.292725
	Iteration 0F: 2 clusters Score -7914998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -7875571.500000 Penalty: 3572.585449
	Iteration 0F: 3 clusters Score -7875572 nChanged 27998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -7891665.000000 Penalty: 3572.585449
	Iteration 1F: 3 clusters Score -7891665 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7892336.500000 Penalty: 3572.585449
	Iteration 2Q: 3 clusters Score -7892336 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -7893249.000000 Penalty: 3572.585449
	Iteration 3Q: 3 clusters Score -7893249 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -7894403.500000 Penalty: 3572.585449
	Iteration 4Q: 3 clusters Score -7894404 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -7896165.000000 Penalty: 3572.585449
	Iteration 5F: 3 clusters Score -7896165 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -7898890.000000 Penalty: 3572.585449
	Iteration 6F: 3 clusters Score -7898890 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -7902757.500000 Penalty: 3572.585449
	Iteration 7F: 3 clusters Score -7902758 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -7906627.500000 Penalty: 3572.585449
	Iteration 8F: 3 clusters Score -7906628 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7910011.500000 Penalty: 3572.585449
	Iteration 9F: 3 clusters Score -7910012 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7911944.500000 Penalty: 3572.585449
	Iteration 10Q: 3 clusters Score -7911944 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7912886.000000 Penalty: 3572.585449
	Iteration 11Q: 3 clusters Score -7912886 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7913214.000000 Penalty: 3572.585449
	Iteration 12Q: 3 clusters Score -7913214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7913310.500000 Penalty: 3572.585449
	Iteration 13Q: 3 clusters Score -7913310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7913354.000000 Penalty: 3572.585449
	Iteration 14Q: 3 clusters Score -7913354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7913395.500000 Penalty: 3572.585449
	Iteration 15Q: 3 clusters Score -7913396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7913418.000000 Penalty: 3572.585449
	Iteration 16Q: 3 clusters Score -7913418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7913427.500000 Penalty: 3572.585449
	Iteration 17Q: 3 clusters Score -7913428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7913432.000000 Penalty: 3572.585449
	Iteration 18Q: 3 clusters Score -7913432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7913429.000000 Penalty: 3572.585449
	Iteration 19Q: 3 clusters Score -7913429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7913436.500000 Penalty: 3572.585449
	Iteration 20F: 3 clusters Score -7913436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7913437.500000 Penalty: 3572.585449
	Iteration 21Q: 3 clusters Score -7913438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7913442.500000 Penalty: 3572.585449
	Iteration 22Q: 3 clusters Score -7913442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7913444.000000 Penalty: 3572.585449
	Iteration 23Q: 3 clusters Score -7913444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7913444.000000 Penalty: 3572.585449
	Iteration 24Q: 3 clusters Score -7913444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7913449.500000 Penalty: 3572.585449
	Iteration 25Q: 3 clusters Score -7913450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7913447.000000 Penalty: 3572.585449
	Iteration 26Q: 3 clusters Score -7913447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7913452.500000 Penalty: 3572.585449
	Iteration 27Q: 3 clusters Score -7913452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7913452.500000 Penalty: 3572.585449
	Iteration 28F: 3 clusters Score -7913452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Entering Unmasked Estep 
Score: -2118032.250000 Penalty: 1578.194092
	Iteration 0F: 2 clusters Score -2118032 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 8208 members 
Entering Unmasked Estep 
Score: -2106696.250000 Penalty: 3156.388184
	Iteration 0F: 3 clusters Score -2106696 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2110841.250000 Penalty: 3156.388184
	Iteration 1F: 3 clusters Score -2110841 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2111328.750000 Penalty: 3156.388184
	Iteration 2F: 3 clusters Score -2111329 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2111862.000000 Penalty: 3156.388184
	Iteration 3F: 3 clusters Score -2111862 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2112422.750000 Penalty: 3156.388184
	Iteration 4F: 3 clusters Score -2112423 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2112961.500000 Penalty: 3156.388184
	Iteration 5F: 3 clusters Score -2112962 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2113494.000000 Penalty: 3156.388184
	Iteration 6F: 3 clusters Score -2113494 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2113978.000000 Penalty: 3156.388184
	Iteration 7Q: 3 clusters Score -2113978 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2114423.750000 Penalty: 3156.388184
	Iteration 8Q: 3 clusters Score -2114424 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2114830.750000 Penalty: 3156.388184
	Iteration 9Q: 3 clusters Score -2114831 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2115209.750000 Penalty: 3156.388184
	Iteration 10Q: 3 clusters Score -2115210 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2115515.500000 Penalty: 3156.388184
	Iteration 11Q: 3 clusters Score -2115516 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2115767.000000 Penalty: 3156.388184
	Iteration 12Q: 3 clusters Score -2115767 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2115935.750000 Penalty: 3156.388184
	Iteration 13Q: 3 clusters Score -2115936 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2116043.000000 Penalty: 3156.388184
	Iteration 14Q: 3 clusters Score -2116043 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2116126.000000 Penalty: 3156.388184
	Iteration 15Q: 3 clusters Score -2116126 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2116185.750000 Penalty: 3156.388184
	Iteration 16Q: 3 clusters Score -2116186 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2116240.250000 Penalty: 3156.388184
	Iteration 17Q: 3 clusters Score -2116240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2116295.250000 Penalty: 3156.388184
	Iteration 18Q: 3 clusters Score -2116295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2116338.000000 Penalty: 3156.388184
	Iteration 19Q: 3 clusters Score -2116338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2116369.750000 Penalty: 3156.388184
	Iteration 20F: 3 clusters Score -2116370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2116389.500000 Penalty: 3156.388184
	Iteration 21Q: 3 clusters Score -2116390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2116413.000000 Penalty: 3156.388184
	Iteration 22Q: 3 clusters Score -2116413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2116427.250000 Penalty: 3156.388184
	Iteration 23Q: 3 clusters Score -2116427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2116435.750000 Penalty: 3156.388184
	Iteration 24Q: 3 clusters Score -2116436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2116449.500000 Penalty: 3156.388184
	Iteration 25Q: 3 clusters Score -2116450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2116465.000000 Penalty: 3156.388184
	Iteration 26Q: 3 clusters Score -2116465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2116475.250000 Penalty: 3156.388184
	Iteration 27Q: 3 clusters Score -2116475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2116487.000000 Penalty: 3156.388184
	Iteration 28Q: 3 clusters Score -2116487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2116504.000000 Penalty: 3156.388184
	Iteration 29Q: 3 clusters Score -2116504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2116514.500000 Penalty: 3156.388184
	Iteration 30Q: 3 clusters Score -2116514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2116526.750000 Penalty: 3156.388184
	Iteration 31Q: 3 clusters Score -2116527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2116528.750000 Penalty: 3156.388184
	Iteration 32Q: 3 clusters Score -2116529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2116533.250000 Penalty: 3156.388184
	Iteration 33Q: 3 clusters Score -2116533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2116541.750000 Penalty: 3156.388184
	Iteration 34Q: 3 clusters Score -2116542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2116549.250000 Penalty: 3156.388184
	Iteration 35Q: 3 clusters Score -2116549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2116561.000000 Penalty: 3156.388184
	Iteration 36Q: 3 clusters Score -2116561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2116569.000000 Penalty: 3156.388184
	Iteration 37Q: 3 clusters Score -2116569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2116579.250000 Penalty: 3156.388184
	Iteration 38Q: 3 clusters Score -2116579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2116581.250000 Penalty: 3156.388184
	Iteration 39Q: 3 clusters Score -2116581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2116592.500000 Penalty: 3156.388184
	Iteration 40F: 3 clusters Score -2116592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2116608.000000 Penalty: 3156.388184
	Iteration 41Q: 3 clusters Score -2116608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2116616.500000 Penalty: 3156.388184
	Iteration 42Q: 3 clusters Score -2116616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2116624.000000 Penalty: 3156.388184
	Iteration 43Q: 3 clusters Score -2116624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2116631.000000 Penalty: 3156.388184
	Iteration 44Q: 3 clusters Score -2116631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2116647.250000 Penalty: 3156.388184
	Iteration 45Q: 3 clusters Score -2116647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2116652.750000 Penalty: 3156.388184
	Iteration 46Q: 3 clusters Score -2116653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2116659.750000 Penalty: 3156.388184
	Iteration 47Q: 3 clusters Score -2116660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2116663.750000 Penalty: 3156.388184
	Iteration 48Q: 3 clusters Score -2116664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2116668.750000 Penalty: 3156.388184
	Iteration 49Q: 3 clusters Score -2116669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2116673.000000 Penalty: 3156.388184
	Iteration 50Q: 3 clusters Score -2116673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2116674.750000 Penalty: 3156.388184
	Iteration 51Q: 3 clusters Score -2116675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2116676.500000 Penalty: 3156.388184
	Iteration 52Q: 3 clusters Score -2116676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2116677.250000 Penalty: 3156.388184
	Iteration 53Q: 3 clusters Score -2116677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2116675.500000 Penalty: 3156.388184
	Iteration 54Q: 3 clusters Score -2116676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2116675.500000 Penalty: 3156.388184
	Iteration 55F: 3 clusters Score -2116676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -614644.562500 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -614644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -610765.250000 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -610765.2 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -611875.625000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -611875.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -612159.312500 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -612159.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -612415.562500 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -612415.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -612657.750000 Penalty: 2754.752930
	Iteration 4F: 3 clusters Score -612657.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -612895.687500 Penalty: 2754.752930
	Iteration 5F: 3 clusters Score -612895.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -613067.312500 Penalty: 2754.752930
	Iteration 6F: 3 clusters Score -613067.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -613176.500000 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -613176.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -613231.187500 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -613231.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -613263.312500 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -613263.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -613286.937500 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -613286.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -613304.062500 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -613304.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -613319.812500 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -613319.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -613333.187500 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -613333.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -613336.062500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -613336.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -613338.937500 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -613338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -613339.875000 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -613339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -613341.437500 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -613341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -613341.875000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -613341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -613344.000000 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -613344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -613344.187500 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -613344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -613345.250000 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -613345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -613347.812500 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -613347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -613347.437500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -613347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -613349.937500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -613349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -613350.125000 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -613350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -613350.062500 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -613350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -613351.312500 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -613351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -613351.812500 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -613351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -613351.875000 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -613351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -613351.875000 Penalty: 2754.752930
	Iteration 30F: 3 clusters Score -613351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Entering Unmasked Estep 
Score: -807778.625000 Penalty: 1423.624634
	Iteration 0F: 2 clusters Score -807778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -802942.000000 Penalty: 2847.249268
	Iteration 0F: 3 clusters Score -802942 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -804283.500000 Penalty: 2847.249268
	Iteration 1F: 3 clusters Score -804283.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -804481.000000 Penalty: 2847.249268
	Iteration 2F: 3 clusters Score -804481 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -804617.500000 Penalty: 2847.249268
	Iteration 3Q: 3 clusters Score -804617.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -804725.937500 Penalty: 2847.249268
	Iteration 4Q: 3 clusters Score -804725.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -804822.375000 Penalty: 2847.249268
	Iteration 5Q: 3 clusters Score -804822.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -804927.125000 Penalty: 2847.249268
	Iteration 6Q: 3 clusters Score -804927.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -805054.437500 Penalty: 2847.249268
	Iteration 7Q: 3 clusters Score -805054.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -805206.812500 Penalty: 2847.249268
	Iteration 8Q: 3 clusters Score -805206.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -805378.437500 Penalty: 2847.249268
	Iteration 9Q: 3 clusters Score -805378.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -805561.562500 Penalty: 2847.249268
	Iteration 10Q: 3 clusters Score -805561.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -805751.500000 Penalty: 2847.249268
	Iteration 11Q: 3 clusters Score -805751.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -805934.375000 Penalty: 2847.249268
	Iteration 12Q: 3 clusters Score -805934.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -806084.562500 Penalty: 2847.249268
	Iteration 13Q: 3 clusters Score -806084.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -806186.875000 Penalty: 2847.249268
	Iteration 14Q: 3 clusters Score -806186.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -806250.375000 Penalty: 2847.249268
	Iteration 15Q: 3 clusters Score -806250.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -806314.937500 Penalty: 2847.249268
	Iteration 16Q: 3 clusters Score -806314.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -806370.625000 Penalty: 2847.249268
	Iteration 17Q: 3 clusters Score -806370.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -806420.375000 Penalty: 2847.249268
	Iteration 18Q: 3 clusters Score -806420.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -806454.187500 Penalty: 2847.249268
	Iteration 19Q: 3 clusters Score -806454.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -806478.250000 Penalty: 2847.249268
	Iteration 20F: 3 clusters Score -806478.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -806498.812500 Penalty: 2847.249268
	Iteration 21Q: 3 clusters Score -806498.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -806518.250000 Penalty: 2847.249268
	Iteration 22Q: 3 clusters Score -806518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -806533.062500 Penalty: 2847.249268
	Iteration 23Q: 3 clusters Score -806533.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -806540.312500 Penalty: 2847.249268
	Iteration 24Q: 3 clusters Score -806540.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -806545.000000 Penalty: 2847.249268
	Iteration 25Q: 3 clusters Score -806545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -806551.812500 Penalty: 2847.249268
	Iteration 26Q: 3 clusters Score -806551.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -806557.750000 Penalty: 2847.249268
	Iteration 27Q: 3 clusters Score -806557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -806563.875000 Penalty: 2847.249268
	Iteration 28Q: 3 clusters Score -806563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -806569.000000 Penalty: 2847.249268
	Iteration 29Q: 3 clusters Score -806569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -806574.000000 Penalty: 2847.249268
	Iteration 30Q: 3 clusters Score -806574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -806578.812500 Penalty: 2847.249268
	Iteration 31Q: 3 clusters Score -806578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -806581.875000 Penalty: 2847.249268
	Iteration 32Q: 3 clusters Score -806581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -806585.250000 Penalty: 2847.249268
	Iteration 33Q: 3 clusters Score -806585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -806587.000000 Penalty: 2847.249268
	Iteration 34Q: 3 clusters Score -806587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -806590.812500 Penalty: 2847.249268
	Iteration 35Q: 3 clusters Score -806590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -806590.562500 Penalty: 2847.249268
	Iteration 36Q: 3 clusters Score -806590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -806592.187500 Penalty: 2847.249268
	Iteration 37Q: 3 clusters Score -806592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -806592.187500 Penalty: 2847.249268
	Iteration 38F: 3 clusters Score -806592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Entering Unmasked Estep 
Score: -1613730.875000 Penalty: 1546.825684
	Iteration 0F: 2 clusters Score -1613731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1604298.750000 Penalty: 3093.651367
	Iteration 0F: 3 clusters Score -1604299 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1607555.375000 Penalty: 3093.651367
	Iteration 1F: 3 clusters Score -1607555 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1607912.500000 Penalty: 3093.651367
	Iteration 2F: 3 clusters Score -1607912 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1608242.375000 Penalty: 3093.651367
	Iteration 3F: 3 clusters Score -1608242 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1608591.375000 Penalty: 3093.651367
	Iteration 4F: 3 clusters Score -1608591 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1608942.500000 Penalty: 3093.651367
	Iteration 5F: 3 clusters Score -1608942 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1609279.500000 Penalty: 3093.651367
	Iteration 6Q: 3 clusters Score -1609280 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1609631.625000 Penalty: 3093.651367
	Iteration 7Q: 3 clusters Score -1609632 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1609952.250000 Penalty: 3093.651367
	Iteration 8Q: 3 clusters Score -1609952 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1610196.625000 Penalty: 3093.651367
	Iteration 9Q: 3 clusters Score -1610197 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1610381.750000 Penalty: 3093.651367
	Iteration 10Q: 3 clusters Score -1610382 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1610511.875000 Penalty: 3093.651367
	Iteration 11Q: 3 clusters Score -1610512 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1610609.625000 Penalty: 3093.651367
	Iteration 12Q: 3 clusters Score -1610610 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1610673.250000 Penalty: 3093.651367
	Iteration 13Q: 3 clusters Score -1610673 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1610721.500000 Penalty: 3093.651367
	Iteration 14Q: 3 clusters Score -1610722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1610766.500000 Penalty: 3093.651367
	Iteration 15Q: 3 clusters Score -1610766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1610785.375000 Penalty: 3093.651367
	Iteration 16Q: 3 clusters Score -1610785 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1610803.000000 Penalty: 3093.651367
	Iteration 17Q: 3 clusters Score -1610803 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1610824.000000 Penalty: 3093.651367
	Iteration 18Q: 3 clusters Score -1610824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1610841.125000 Penalty: 3093.651367
	Iteration 19Q: 3 clusters Score -1610841 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1610856.375000 Penalty: 3093.651367
	Iteration 20F: 3 clusters Score -1610856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1610877.750000 Penalty: 3093.651367
	Iteration 21Q: 3 clusters Score -1610878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1610898.500000 Penalty: 3093.651367
	Iteration 22Q: 3 clusters Score -1610898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1610915.500000 Penalty: 3093.651367
	Iteration 23Q: 3 clusters Score -1610916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1610935.000000 Penalty: 3093.651367
	Iteration 24Q: 3 clusters Score -1610935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1610959.625000 Penalty: 3093.651367
	Iteration 25Q: 3 clusters Score -1610960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1610979.125000 Penalty: 3093.651367
	Iteration 26Q: 3 clusters Score -1610979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1610994.875000 Penalty: 3093.651367
	Iteration 27Q: 3 clusters Score -1610995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1611007.625000 Penalty: 3093.651367
	Iteration 28Q: 3 clusters Score -1611008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1611023.000000 Penalty: 3093.651367
	Iteration 29Q: 3 clusters Score -1611023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1611039.125000 Penalty: 3093.651367
	Iteration 30Q: 3 clusters Score -1611039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1611066.000000 Penalty: 3093.651367
	Iteration 31Q: 3 clusters Score -1611066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1611093.125000 Penalty: 3093.651367
	Iteration 32Q: 3 clusters Score -1611093 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1611112.625000 Penalty: 3093.651367
	Iteration 33Q: 3 clusters Score -1611113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1611133.125000 Penalty: 3093.651367
	Iteration 34Q: 3 clusters Score -1611133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1611158.000000 Penalty: 3093.651367
	Iteration 35Q: 3 clusters Score -1611158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1611191.250000 Penalty: 3093.651367
	Iteration 36Q: 3 clusters Score -1611191 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1611227.875000 Penalty: 3093.651367
	Iteration 37Q: 3 clusters Score -1611228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1611276.750000 Penalty: 3093.651367
	Iteration 38Q: 3 clusters Score -1611277 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1611333.125000 Penalty: 3093.651367
	Iteration 39Q: 3 clusters Score -1611333 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1611396.625000 Penalty: 3093.651367
	Iteration 40F: 3 clusters Score -1611397 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1611478.625000 Penalty: 3093.651367
	Iteration 41Q: 3 clusters Score -1611479 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1611539.375000 Penalty: 3093.651367
	Iteration 42Q: 3 clusters Score -1611539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1611601.375000 Penalty: 3093.651367
	Iteration 43Q: 3 clusters Score -1611601 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1611655.000000 Penalty: 3093.651367
	Iteration 44Q: 3 clusters Score -1611655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1611699.625000 Penalty: 3093.651367
	Iteration 45Q: 3 clusters Score -1611700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1611757.500000 Penalty: 3093.651367
	Iteration 46Q: 3 clusters Score -1611758 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1611820.375000 Penalty: 3093.651367
	Iteration 47Q: 3 clusters Score -1611820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1611877.625000 Penalty: 3093.651367
	Iteration 48Q: 3 clusters Score -1611878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1611929.375000 Penalty: 3093.651367
	Iteration 49Q: 3 clusters Score -1611929 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1611976.125000 Penalty: 3093.651367
	Iteration 50Q: 3 clusters Score -1611976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1612007.625000 Penalty: 3093.651367
	Iteration 51Q: 3 clusters Score -1612008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1612048.875000 Penalty: 3093.651367
	Iteration 52Q: 3 clusters Score -1612049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1612088.000000 Penalty: 3093.651367
	Iteration 53Q: 3 clusters Score -1612088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1612130.875000 Penalty: 3093.651367
	Iteration 54Q: 3 clusters Score -1612131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1612171.875000 Penalty: 3093.651367
	Iteration 55Q: 3 clusters Score -1612172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1612222.750000 Penalty: 3093.651367
	Iteration 56Q: 3 clusters Score -1612223 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1612260.375000 Penalty: 3093.651367
	Iteration 57Q: 3 clusters Score -1612260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1612292.000000 Penalty: 3093.651367
	Iteration 58Q: 3 clusters Score -1612292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1612322.625000 Penalty: 3093.651367
	Iteration 59Q: 3 clusters Score -1612323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1612346.875000 Penalty: 3093.651367
	Iteration 60F: 3 clusters Score -1612347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1612374.750000 Penalty: 3093.651367
	Iteration 61Q: 3 clusters Score -1612375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1612395.625000 Penalty: 3093.651367
	Iteration 62Q: 3 clusters Score -1612396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1612411.500000 Penalty: 3093.651367
	Iteration 63Q: 3 clusters Score -1612412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1612432.875000 Penalty: 3093.651367
	Iteration 64Q: 3 clusters Score -1612433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1612449.625000 Penalty: 3093.651367
	Iteration 65Q: 3 clusters Score -1612450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1612465.875000 Penalty: 3093.651367
	Iteration 66Q: 3 clusters Score -1612466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1612471.500000 Penalty: 3093.651367
	Iteration 67Q: 3 clusters Score -1612472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1612481.500000 Penalty: 3093.651367
	Iteration 68Q: 3 clusters Score -1612482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1612486.750000 Penalty: 3093.651367
	Iteration 69Q: 3 clusters Score -1612487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1612497.625000 Penalty: 3093.651367
	Iteration 70Q: 3 clusters Score -1612498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1612504.500000 Penalty: 3093.651367
	Iteration 71Q: 3 clusters Score -1612504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1612506.875000 Penalty: 3093.651367
	Iteration 72Q: 3 clusters Score -1612507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1612508.625000 Penalty: 3093.651367
	Iteration 73Q: 3 clusters Score -1612509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1612510.250000 Penalty: 3093.651367
	Iteration 74Q: 3 clusters Score -1612510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1612513.375000 Penalty: 3093.651367
	Iteration 75Q: 3 clusters Score -1612513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1612514.125000 Penalty: 3093.651367
	Iteration 76Q: 3 clusters Score -1612514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1612514.125000 Penalty: 3093.651367
	Iteration 77F: 3 clusters Score -1612514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Entering Unmasked Estep 
Score: -7624212.500000 Penalty: 1781.737183
	Iteration 0F: 2 clusters Score -7624212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -7585896.500000 Penalty: 3563.474365
	Iteration 0F: 3 clusters Score -7585896 nChanged 27169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7601365.000000 Penalty: 3563.474365
	Iteration 1F: 3 clusters Score -7601365 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -7601818.500000 Penalty: 3563.474365
	Iteration 2Q: 3 clusters Score -7601818 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7602260.500000 Penalty: 3563.474365
	Iteration 3Q: 3 clusters Score -7602260 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -7602852.500000 Penalty: 3563.474365
	Iteration 4Q: 3 clusters Score -7602852 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7603539.000000 Penalty: 3563.474365
	Iteration 5Q: 3 clusters Score -7603539 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -7604459.500000 Penalty: 3563.474365
	Iteration 6Q: 3 clusters Score -7604460 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7605669.000000 Penalty: 3563.474365
	Iteration 7Q: 3 clusters Score -7605669 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -7607434.000000 Penalty: 3563.474365
	Iteration 8Q: 3 clusters Score -7607434 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -7609610.500000 Penalty: 3563.474365
	Iteration 9F: 3 clusters Score -7609610 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -7612136.500000 Penalty: 3563.474365
	Iteration 10F: 3 clusters Score -7612136 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -7614691.000000 Penalty: 3563.474365
	Iteration 11F: 3 clusters Score -7614691 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -7616729.000000 Penalty: 3563.474365
	Iteration 12Q: 3 clusters Score -7616729 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -7618207.500000 Penalty: 3563.474365
	Iteration 13Q: 3 clusters Score -7618208 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -7619222.000000 Penalty: 3563.474365
	Iteration 14Q: 3 clusters Score -7619222 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -7619957.000000 Penalty: 3563.474365
	Iteration 15Q: 3 clusters Score -7619957 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7620499.000000 Penalty: 3563.474365
	Iteration 16Q: 3 clusters Score -7620499 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -7620941.500000 Penalty: 3563.474365
	Iteration 17Q: 3 clusters Score -7620942 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7621304.000000 Penalty: 3563.474365
	Iteration 18Q: 3 clusters Score -7621304 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -7621570.500000 Penalty: 3563.474365
	Iteration 19Q: 3 clusters Score -7621570 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -7621788.500000 Penalty: 3563.474365
	Iteration 20F: 3 clusters Score -7621788 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -7621985.000000 Penalty: 3563.474365
	Iteration 21Q: 3 clusters Score -7621985 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7622081.000000 Penalty: 3563.474365
	Iteration 22Q: 3 clusters Score -7622081 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -7622169.000000 Penalty: 3563.474365
	Iteration 23Q: 3 clusters Score -7622169 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7622250.500000 Penalty: 3563.474365
	Iteration 24Q: 3 clusters Score -7622250 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -7622344.500000 Penalty: 3563.474365
	Iteration 25Q: 3 clusters Score -7622344 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -7622433.500000 Penalty: 3563.474365
	Iteration 26Q: 3 clusters Score -7622434 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -7622487.000000 Penalty: 3563.474365
	Iteration 27Q: 3 clusters Score -7622487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7622524.000000 Penalty: 3563.474365
	Iteration 28Q: 3 clusters Score -7622524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -7622568.000000 Penalty: 3563.474365
	Iteration 29Q: 3 clusters Score -7622568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7622594.500000 Penalty: 3563.474365
	Iteration 30Q: 3 clusters Score -7622594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -7622634.000000 Penalty: 3563.474365
	Iteration 31Q: 3 clusters Score -7622634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7622663.000000 Penalty: 3563.474365
	Iteration 32Q: 3 clusters Score -7622663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -7622678.000000 Penalty: 3563.474365
	Iteration 33Q: 3 clusters Score -7622678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -7622718.000000 Penalty: 3563.474365
	Iteration 34Q: 3 clusters Score -7622718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -7622749.000000 Penalty: 3563.474365
	Iteration 35Q: 3 clusters Score -7622749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -7622749.500000 Penalty: 3563.474365
	Iteration 36Q: 3 clusters Score -7622750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -7622777.500000 Penalty: 3563.474365
	Iteration 37Q: 3 clusters Score -7622778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7622784.000000 Penalty: 3563.474365
	Iteration 38Q: 3 clusters Score -7622784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -7622769.000000 Penalty: 3563.474365
	Iteration 39Q: 3 clusters Score -7622769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -7622789.500000 Penalty: 3563.474365
	Iteration 40F: 3 clusters Score -7622790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7622797.000000 Penalty: 3563.474365
	Iteration 41Q: 3 clusters Score -7622797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -7622803.000000 Penalty: 3563.474365
	Iteration 42Q: 3 clusters Score -7622803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -7622805.000000 Penalty: 3563.474365
	Iteration 43Q: 3 clusters Score -7622805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -7622806.500000 Penalty: 3563.474365
	Iteration 44Q: 3 clusters Score -7622806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -7622807.000000 Penalty: 3563.474365
	Iteration 45Q: 3 clusters Score -7622807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -7622811.500000 Penalty: 3563.474365
	Iteration 46Q: 3 clusters Score -7622812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -7622811.000000 Penalty: 3563.474365
	Iteration 47Q: 3 clusters Score -7622811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -7622812.500000 Penalty: 3563.474365
	Iteration 48Q: 3 clusters Score -7622812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -7622810.000000 Penalty: 3563.474365
	Iteration 49Q: 3 clusters Score -7622810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -7622812.500000 Penalty: 3563.474365
	Iteration 50Q: 3 clusters Score -7622812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -7622812.500000 Penalty: 3563.474365
	Iteration 51F: 3 clusters Score -7622812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Entering Unmasked Estep 
Score: -1681846.125000 Penalty: 1544.190552
	Iteration 0F: 2 clusters Score -1681846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1672556.875000 Penalty: 3088.381104
	Iteration 0F: 3 clusters Score -1672557 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1675556.125000 Penalty: 3088.381104
	Iteration 1F: 3 clusters Score -1675556 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1675797.625000 Penalty: 3088.381104
	Iteration 2F: 3 clusters Score -1675798 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1676011.750000 Penalty: 3088.381104
	Iteration 3Q: 3 clusters Score -1676012 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1676182.125000 Penalty: 3088.381104
	Iteration 4Q: 3 clusters Score -1676182 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1676346.750000 Penalty: 3088.381104
	Iteration 5Q: 3 clusters Score -1676347 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1676517.000000 Penalty: 3088.381104
	Iteration 6Q: 3 clusters Score -1676517 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1676695.875000 Penalty: 3088.381104
	Iteration 7Q: 3 clusters Score -1676696 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1676910.875000 Penalty: 3088.381104
	Iteration 8Q: 3 clusters Score -1676911 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1677186.500000 Penalty: 3088.381104
	Iteration 9Q: 3 clusters Score -1677186 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1677520.375000 Penalty: 3088.381104
	Iteration 10Q: 3 clusters Score -1677520 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1677955.500000 Penalty: 3088.381104
	Iteration 11F: 3 clusters Score -1677956 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1678471.250000 Penalty: 3088.381104
	Iteration 12F: 3 clusters Score -1678471 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1678980.875000 Penalty: 3088.381104
	Iteration 13F: 3 clusters Score -1678981 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1679421.875000 Penalty: 3088.381104
	Iteration 14Q: 3 clusters Score -1679422 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1679781.375000 Penalty: 3088.381104
	Iteration 15Q: 3 clusters Score -1679781 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1680049.375000 Penalty: 3088.381104
	Iteration 16Q: 3 clusters Score -1680049 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1680263.125000 Penalty: 3088.381104
	Iteration 17Q: 3 clusters Score -1680263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1680373.750000 Penalty: 3088.381104
	Iteration 18Q: 3 clusters Score -1680374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1680445.250000 Penalty: 3088.381104
	Iteration 19Q: 3 clusters Score -1680445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1680500.500000 Penalty: 3088.381104
	Iteration 20F: 3 clusters Score -1680500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1680532.000000 Penalty: 3088.381104
	Iteration 21Q: 3 clusters Score -1680532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1680554.250000 Penalty: 3088.381104
	Iteration 22Q: 3 clusters Score -1680554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1680567.125000 Penalty: 3088.381104
	Iteration 23Q: 3 clusters Score -1680567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1680574.625000 Penalty: 3088.381104
	Iteration 24Q: 3 clusters Score -1680575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1680583.875000 Penalty: 3088.381104
	Iteration 25Q: 3 clusters Score -1680584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1680590.875000 Penalty: 3088.381104
	Iteration 26Q: 3 clusters Score -1680591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1680592.125000 Penalty: 3088.381104
	Iteration 27Q: 3 clusters Score -1680592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1680591.625000 Penalty: 3088.381104
	Iteration 28Q: 3 clusters Score -1680592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1680594.875000 Penalty: 3088.381104
	Iteration 29Q: 3 clusters Score -1680595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1680594.875000 Penalty: 3088.381104
	Iteration 30F: 3 clusters Score -1680595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Entering Unmasked Estep 
Score: -8741047.000000 Penalty: 1802.502197
	Iteration 0F: 2 clusters Score -8741047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8697891.000000 Penalty: 3605.004395
	Iteration 0F: 3 clusters Score -8697891 nChanged 31072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -8715660.000000 Penalty: 3605.004395
	Iteration 1F: 3 clusters Score -8715660 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -8716233.000000 Penalty: 3605.004395
	Iteration 2Q: 3 clusters Score -8716233 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -8716996.000000 Penalty: 3605.004395
	Iteration 3Q: 3 clusters Score -8716996 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -8718279.000000 Penalty: 3605.004395
	Iteration 4Q: 3 clusters Score -8718279 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8720670.000000 Penalty: 3605.004395
	Iteration 5F: 3 clusters Score -8720670 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -8724780.000000 Penalty: 3605.004395
	Iteration 6F: 3 clusters Score -8724780 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -8730316.000000 Penalty: 3605.004395
	Iteration 7F: 3 clusters Score -8730316 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8735140.000000 Penalty: 3605.004395
	Iteration 8F: 3 clusters Score -8735140 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8737952.000000 Penalty: 3605.004395
	Iteration 9Q: 3 clusters Score -8737952 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8738995.000000 Penalty: 3605.004395
	Iteration 10Q: 3 clusters Score -8738995 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8739267.000000 Penalty: 3605.004395
	Iteration 11Q: 3 clusters Score -8739267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8739388.000000 Penalty: 3605.004395
	Iteration 12Q: 3 clusters Score -8739388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8739416.000000 Penalty: 3605.004395
	Iteration 13Q: 3 clusters Score -8739416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8739436.000000 Penalty: 3605.004395
	Iteration 14Q: 3 clusters Score -8739436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8739444.000000 Penalty: 3605.004395
	Iteration 15Q: 3 clusters Score -8739444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8739454.000000 Penalty: 3605.004395
	Iteration 16Q: 3 clusters Score -8739454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8739457.000000 Penalty: 3605.004395
	Iteration 17Q: 3 clusters Score -8739457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8739459.000000 Penalty: 3605.004395
	Iteration 18Q: 3 clusters Score -8739459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8739467.000000 Penalty: 3605.004395
	Iteration 19Q: 3 clusters Score -8739467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8739472.000000 Penalty: 3605.004395
	Iteration 20F: 3 clusters Score -8739472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8739474.000000 Penalty: 3605.004395
	Iteration 21Q: 3 clusters Score -8739474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8739474.000000 Penalty: 3605.004395
	Iteration 22F: 3 clusters Score -8739474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Entering Unmasked Estep 
Score: -6719972.000000 Penalty: 1762.296265
	Iteration 0F: 2 clusters Score -6719972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6686044.500000 Penalty: 3524.592529
	Iteration 0F: 3 clusters Score -6686044 nChanged 24006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6699467.000000 Penalty: 3524.592529
	Iteration 1F: 3 clusters Score -6699467 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -6700024.500000 Penalty: 3524.592529
	Iteration 2Q: 3 clusters Score -6700024 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -6700643.500000 Penalty: 3524.592529
	Iteration 3Q: 3 clusters Score -6700644 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -6701690.000000 Penalty: 3524.592529
	Iteration 4Q: 3 clusters Score -6701690 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -6703407.000000 Penalty: 3524.592529
	Iteration 5F: 3 clusters Score -6703407 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -6706154.500000 Penalty: 3524.592529
	Iteration 6F: 3 clusters Score -6706154 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6709926.000000 Penalty: 3524.592529
	Iteration 7F: 3 clusters Score -6709926 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -6713425.000000 Penalty: 3524.592529
	Iteration 8F: 3 clusters Score -6713425 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -6716010.500000 Penalty: 3524.592529
	Iteration 9F: 3 clusters Score -6716010 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6717328.500000 Penalty: 3524.592529
	Iteration 10Q: 3 clusters Score -6717328 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6717904.500000 Penalty: 3524.592529
	Iteration 11Q: 3 clusters Score -6717904 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6718161.500000 Penalty: 3524.592529
	Iteration 12Q: 3 clusters Score -6718162 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -6718278.500000 Penalty: 3524.592529
	Iteration 13Q: 3 clusters Score -6718278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -6718370.000000 Penalty: 3524.592529
	Iteration 14Q: 3 clusters Score -6718370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -6718422.500000 Penalty: 3524.592529
	Iteration 15Q: 3 clusters Score -6718422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -6718458.000000 Penalty: 3524.592529
	Iteration 16Q: 3 clusters Score -6718458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6718474.500000 Penalty: 3524.592529
	Iteration 17Q: 3 clusters Score -6718474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6718486.000000 Penalty: 3524.592529
	Iteration 18Q: 3 clusters Score -6718486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6718499.500000 Penalty: 3524.592529
	Iteration 19Q: 3 clusters Score -6718500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6718521.500000 Penalty: 3524.592529
	Iteration 20F: 3 clusters Score -6718522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -6718524.000000 Penalty: 3524.592529
	Iteration 21Q: 3 clusters Score -6718524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6718537.000000 Penalty: 3524.592529
	Iteration 22Q: 3 clusters Score -6718537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6718540.000000 Penalty: 3524.592529
	Iteration 23Q: 3 clusters Score -6718540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6718541.500000 Penalty: 3524.592529
	Iteration 24Q: 3 clusters Score -6718542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6718543.500000 Penalty: 3524.592529
	Iteration 25Q: 3 clusters Score -6718544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -6718550.000000 Penalty: 3524.592529
	Iteration 26Q: 3 clusters Score -6718550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -6718546.500000 Penalty: 3524.592529
	Iteration 27Q: 3 clusters Score -6718546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -6718546.500000 Penalty: 3524.592529
	Iteration 28F: 3 clusters Score -6718546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Entering Unmasked Estep 
Score: -8371806.500000 Penalty: 1797.583130
	Iteration 0F: 2 clusters Score -8371806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -8330330.500000 Penalty: 3595.166260
	Iteration 0F: 3 clusters Score -8330330 nChanged 30086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -8347252.000000 Penalty: 3595.166260
	Iteration 1F: 3 clusters Score -8347252 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -8347832.000000 Penalty: 3595.166260
	Iteration 2Q: 3 clusters Score -8347832 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -8348555.000000 Penalty: 3595.166260
	Iteration 3Q: 3 clusters Score -8348555 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -8349447.000000 Penalty: 3595.166260
	Iteration 4Q: 3 clusters Score -8349447 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8350731.500000 Penalty: 3595.166260
	Iteration 5Q: 3 clusters Score -8350732 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -8352447.000000 Penalty: 3595.166260
	Iteration 6F: 3 clusters Score -8352447 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8354419.000000 Penalty: 3595.166260
	Iteration 7F: 3 clusters Score -8354419 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -8356431.500000 Penalty: 3595.166260
	Iteration 8F: 3 clusters Score -8356432 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -8358252.500000 Penalty: 3595.166260
	Iteration 9F: 3 clusters Score -8358252 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8359752.000000 Penalty: 3595.166260
	Iteration 10Q: 3 clusters Score -8359752 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8361221.000000 Penalty: 3595.166260
	Iteration 11Q: 3 clusters Score -8361221 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8362649.000000 Penalty: 3595.166260
	Iteration 12Q: 3 clusters Score -8362649 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -8364199.000000 Penalty: 3595.166260
	Iteration 13Q: 3 clusters Score -8364199 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8366123.500000 Penalty: 3595.166260
	Iteration 14Q: 3 clusters Score -8366124 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8367974.500000 Penalty: 3595.166260
	Iteration 15Q: 3 clusters Score -8367974 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -8369222.500000 Penalty: 3595.166260
	Iteration 16Q: 3 clusters Score -8369222 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -8369877.500000 Penalty: 3595.166260
	Iteration 17Q: 3 clusters Score -8369878 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -8370215.500000 Penalty: 3595.166260
	Iteration 18Q: 3 clusters Score -8370216 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -8370329.000000 Penalty: 3595.166260
	Iteration 19Q: 3 clusters Score -8370329 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -8370424.500000 Penalty: 3595.166260
	Iteration 20F: 3 clusters Score -8370424 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -8370496.500000 Penalty: 3595.166260
	Iteration 21Q: 3 clusters Score -8370496 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -8370531.000000 Penalty: 3595.166260
	Iteration 22Q: 3 clusters Score -8370531 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -8370539.500000 Penalty: 3595.166260
	Iteration 23Q: 3 clusters Score -8370540 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -8370583.500000 Penalty: 3595.166260
	Iteration 24Q: 3 clusters Score -8370584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -8370592.500000 Penalty: 3595.166260
	Iteration 25Q: 3 clusters Score -8370592 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8370598.000000 Penalty: 3595.166260
	Iteration 26Q: 3 clusters Score -8370598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -8370605.000000 Penalty: 3595.166260
	Iteration 27Q: 3 clusters Score -8370605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -8370604.000000 Penalty: 3595.166260
	Iteration 28Q: 3 clusters Score -8370604 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -8370626.000000 Penalty: 3595.166260
	Iteration 29Q: 3 clusters Score -8370626 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8370646.000000 Penalty: 3595.166260
	Iteration 30Q: 3 clusters Score -8370646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -8370677.000000 Penalty: 3595.166260
	Iteration 31Q: 3 clusters Score -8370677 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -8370700.500000 Penalty: 3595.166260
	Iteration 32Q: 3 clusters Score -8370700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -8370743.500000 Penalty: 3595.166260
	Iteration 33Q: 3 clusters Score -8370744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8370765.500000 Penalty: 3595.166260
	Iteration 34Q: 3 clusters Score -8370766 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -8370767.500000 Penalty: 3595.166260
	Iteration 35Q: 3 clusters Score -8370768 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -8370788.000000 Penalty: 3595.166260
	Iteration 36Q: 3 clusters Score -8370788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -8370802.000000 Penalty: 3595.166260
	Iteration 37Q: 3 clusters Score -8370802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -8370820.500000 Penalty: 3595.166260
	Iteration 38Q: 3 clusters Score -8370820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -8370844.000000 Penalty: 3595.166260
	Iteration 39Q: 3 clusters Score -8370844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -8370861.500000 Penalty: 3595.166260
	Iteration 40F: 3 clusters Score -8370862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -8370865.500000 Penalty: 3595.166260
	Iteration 41Q: 3 clusters Score -8370866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8370906.500000 Penalty: 3595.166260
	Iteration 42Q: 3 clusters Score -8370906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8370892.500000 Penalty: 3595.166260
	Iteration 43Q: 3 clusters Score -8370892 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -8370906.000000 Penalty: 3595.166260
	Iteration 44Q: 3 clusters Score -8370906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -8370907.500000 Penalty: 3595.166260
	Iteration 45Q: 3 clusters Score -8370908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8370948.000000 Penalty: 3595.166260
	Iteration 46Q: 3 clusters Score -8370948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8370943.000000 Penalty: 3595.166260
	Iteration 47Q: 3 clusters Score -8370943 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8370964.500000 Penalty: 3595.166260
	Iteration 48Q: 3 clusters Score -8370964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8370973.500000 Penalty: 3595.166260
	Iteration 49Q: 3 clusters Score -8370974 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8370979.000000 Penalty: 3595.166260
	Iteration 50Q: 3 clusters Score -8370979 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8371008.000000 Penalty: 3595.166260
	Iteration 51Q: 3 clusters Score -8371008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8371026.500000 Penalty: 3595.166260
	Iteration 52Q: 3 clusters Score -8371026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8371045.500000 Penalty: 3595.166260
	Iteration 53Q: 3 clusters Score -8371046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -8371051.000000 Penalty: 3595.166260
	Iteration 54Q: 3 clusters Score -8371051 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8371066.000000 Penalty: 3595.166260
	Iteration 55Q: 3 clusters Score -8371066 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8371082.500000 Penalty: 3595.166260
	Iteration 56Q: 3 clusters Score -8371082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8371100.500000 Penalty: 3595.166260
	Iteration 57Q: 3 clusters Score -8371100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8371154 nChanged 99
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Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8371168 nChanged 85
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Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8371172 nChanged 72
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Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8371188 nChanged 55
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Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8371196 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8371191 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8371200 nChanged 31
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Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8371206 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8371196 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8371210 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8371211 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8371214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8371228 nChanged 61
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Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8371236 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8371240 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8371238 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8371228 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8371234 nChanged 71
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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 Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8371311 nChanged 71
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Mstep: Class 1 contains 16895 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8371306 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8371338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8371349 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16621 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8371368 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16551 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8371356 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16481 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8371362 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16417 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8371362 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8371376 nChanged 58
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	Iteration 107Q: 3 clusters Score -8371373 nChanged 60
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	Iteration 108Q: 3 clusters Score -8371384 nChanged 52
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	Iteration 109Q: 3 clusters Score -8371367 nChanged 60
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	Iteration 110Q: 3 clusters Score -8371377 nChanged 59
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Mstep: Class 1 contains 16066 members 
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	Iteration 111Q: 3 clusters Score -8371370 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8371375 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15955 members 
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	Iteration 113Q: 3 clusters Score -8371378 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15908 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8371370 nChanged 40
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8371374 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8371365 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15797 members 
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	Iteration 117Q: 3 clusters Score -8371374 nChanged 46
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8371378 nChanged 43
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Mstep: Class 1 contains 15708 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8371382 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15670 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8371404 nChanged 35
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Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8371386 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15601 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8371400 nChanged 39
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Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8371405 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15530 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8371400 nChanged 25
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Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8371396 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15476 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8371382 nChanged 34
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8371404 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8371403 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8371397 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8371388 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15264 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8371404 nChanged 46
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Mstep: Class 1 contains 15218 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8371411 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8371418 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15129 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8371419 nChanged 48
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8371415 nChanged 46
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Mstep: Class 1 contains 15035 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8371426 nChanged 37
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Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8371410 nChanged 48
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8371407 nChanged 46
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8371406 nChanged 48
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Mstep: Class 1 contains 14858 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8371418 nChanged 40
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Mstep: Class 1 contains 14818 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8371408 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8371408 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8371413 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8371438 nChanged 44
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Mstep: Class 1 contains 14653 members 
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Entering Unmasked Estep 
Score: -8371423.500000 Penalty: 3595.166260
	Iteration 145Q: 3 clusters Score -8371424 nChanged 40
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Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8371447 nChanged 41
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Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8371456 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8371450 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8371439 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8371428 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8371442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8371440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8371448 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8371450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8371461 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8371465 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8371452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8371434 nChanged 79
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Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8371447 nChanged 99
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Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8371449 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8371450 nChanged 170
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Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8371455 nChanged 175
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Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8371443 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8371452 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8371438 nChanged 223
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Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8371436 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8371441 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8371428 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8371418 nChanged 286
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Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8371388 nChanged 328
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Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8371318 nChanged 388
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Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 55084 members 
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 56977 members 
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Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 57394 members 
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Mstep: Class 1 contains 5913 members 
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	Iteration 185Q: 3 clusters Score -8370940 nChanged 399
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Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 58193 members 
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 59424 members 
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Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8370763 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8370731 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 60482 members 
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	Iteration 195Q: 3 clusters Score -8370698 nChanged 161
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Mstep: Class 1 contains 3064 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8370660 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8370627 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8370604 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8370615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8370589 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8370606 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8370592 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8370572 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8370540 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8370546 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8370546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8370535 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8370551 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8370573 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8370553 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8370574 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1618 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8370558 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8370544 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8370536 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8370532 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8370540 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1323 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8370533 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8370550 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1268 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8370544 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8370540 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8370534 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8370538 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8370524 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8370528 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1120 members 
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	Iteration 225Q: 3 clusters Score -8370524 nChanged 13
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Mstep: Class 1 contains 1107 members 
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	Iteration 226Q: 3 clusters Score -8370526 nChanged 13
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Mstep: Class 1 contains 1096 members 
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	Iteration 227Q: 3 clusters Score -8370525 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8370523 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8370516 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8370514 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 62653 members 
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	Iteration 231Q: 3 clusters Score -8370505 nChanged 6
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Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8370519 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8370518 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1040 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8370516 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8370509 nChanged 6
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Mstep: Class 1 contains 1030 members 
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	Iteration 236Q: 3 clusters Score -8370507 nChanged 5
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8370507 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8370516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -8370513.000000 Penalty: 3595.166260
	Iteration 239Q: 3 clusters Score -8370513 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8370516.000000 Penalty: 3595.166260
	Iteration 240F: 3 clusters Score -8370516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -8370507.500000 Penalty: 3595.166260
	Iteration 241Q: 3 clusters Score -8370508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -8370510.500000 Penalty: 3595.166260
	Iteration 242Q: 3 clusters Score -8370510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8370513.000000 Penalty: 3595.166260
	Iteration 243Q: 3 clusters Score -8370513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -8370517.000000 Penalty: 3595.166260
	Iteration 244Q: 3 clusters Score -8370517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8370513.500000 Penalty: 3595.166260
	Iteration 245Q: 3 clusters Score -8370514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -8370514.500000 Penalty: 3595.166260
	Iteration 246Q: 3 clusters Score -8370514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8370521.000000 Penalty: 3595.166260
	Iteration 247Q: 3 clusters Score -8370521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -8370508.000000 Penalty: 3595.166260
	Iteration 248Q: 3 clusters Score -8370508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8370506.000000 Penalty: 3595.166260
	Iteration 249Q: 3 clusters Score -8370506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -8370509.500000 Penalty: 3595.166260
	Iteration 250Q: 3 clusters Score -8370510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -8370517.500000 Penalty: 3595.166260
	Iteration 251Q: 3 clusters Score -8370518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -8370512.000000 Penalty: 3595.166260
	Iteration 252Q: 3 clusters Score -8370512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -8370505.500000 Penalty: 3595.166260
	Iteration 253Q: 3 clusters Score -8370506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8370504.500000 Penalty: 3595.166260
	Iteration 254Q: 3 clusters Score -8370504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8370504.000000 Penalty: 3595.166260
	Iteration 255Q: 3 clusters Score -8370504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -8370508.000000 Penalty: 3595.166260
	Iteration 256Q: 3 clusters Score -8370508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -8370515.000000 Penalty: 3595.166260
	Iteration 257Q: 3 clusters Score -8370515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -8370508.500000 Penalty: 3595.166260
	Iteration 258Q: 3 clusters Score -8370508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -8370501.000000 Penalty: 3595.166260
	Iteration 259Q: 3 clusters Score -8370501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -8370507.000000 Penalty: 3595.166260
	Iteration 260F: 3 clusters Score -8370507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -8370507.000000 Penalty: 3595.166260
	Iteration 261Q: 3 clusters Score -8370507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -8370506.000000 Penalty: 3595.166260
	Iteration 262Q: 3 clusters Score -8370506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -8370500.000000 Penalty: 3595.166260
	Iteration 263Q: 3 clusters Score -8370500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -8370505.000000 Penalty: 3595.166260
	Iteration 264Q: 3 clusters Score -8370505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -8370503.000000 Penalty: 3595.166260
	Iteration 265Q: 3 clusters Score -8370503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -8370510.500000 Penalty: 3595.166260
	Iteration 266Q: 3 clusters Score -8370510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -8370510.500000 Penalty: 3595.166260
	Iteration 267Q: 3 clusters Score -8370510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8370512.000000 Penalty: 3595.166260
	Iteration 268Q: 3 clusters Score -8370512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -8370505.500000 Penalty: 3595.166260
	Iteration 269Q: 3 clusters Score -8370506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -8370508.500000 Penalty: 3595.166260
	Iteration 270Q: 3 clusters Score -8370508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -8370503.000000 Penalty: 3595.166260
	Iteration 271Q: 3 clusters Score -8370503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8370504.000000 Penalty: 3595.166260
	Iteration 272Q: 3 clusters Score -8370504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -8370507.000000 Penalty: 3595.166260
	Iteration 273Q: 3 clusters Score -8370507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8370508.500000 Penalty: 3595.166260
	Iteration 274Q: 3 clusters Score -8370508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -8370506.000000 Penalty: 3595.166260
	Iteration 275Q: 3 clusters Score -8370506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -8370504.500000 Penalty: 3595.166260
	Iteration 276Q: 3 clusters Score -8370504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8370515.000000 Penalty: 3595.166260
	Iteration 277Q: 3 clusters Score -8370515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -8370509.500000 Penalty: 3595.166260
	Iteration 278Q: 3 clusters Score -8370510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -8370509.500000 Penalty: 3595.166260
	Iteration 279F: 3 clusters Score -8370510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Entering Unmasked Estep 
Score: -1515443.125000 Penalty: 1524.988647
	Iteration 0F: 2 clusters Score -1515443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1507171.125000 Penalty: 3049.977295
	Iteration 0F: 3 clusters Score -1507171 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1510068.875000 Penalty: 3049.977295
	Iteration 1F: 3 clusters Score -1510069 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1510403.250000 Penalty: 3049.977295
	Iteration 2F: 3 clusters Score -1510403 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1510705.625000 Penalty: 3049.977295
	Iteration 3F: 3 clusters Score -1510706 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1510980.000000 Penalty: 3049.977295
	Iteration 4Q: 3 clusters Score -1510980 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1511216.375000 Penalty: 3049.977295
	Iteration 5Q: 3 clusters Score -1511216 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1511451.375000 Penalty: 3049.977295
	Iteration 6Q: 3 clusters Score -1511451 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1511725.125000 Penalty: 3049.977295
	Iteration 7Q: 3 clusters Score -1511725 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1512006.625000 Penalty: 3049.977295
	Iteration 8Q: 3 clusters Score -1512007 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1512270.625000 Penalty: 3049.977295
	Iteration 9Q: 3 clusters Score -1512271 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1512536.125000 Penalty: 3049.977295
	Iteration 10Q: 3 clusters Score -1512536 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1512781.125000 Penalty: 3049.977295
	Iteration 11Q: 3 clusters Score -1512781 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1513012.500000 Penalty: 3049.977295
	Iteration 12Q: 3 clusters Score -1513012 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1513189.500000 Penalty: 3049.977295
	Iteration 13Q: 3 clusters Score -1513190 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1513312.625000 Penalty: 3049.977295
	Iteration 14Q: 3 clusters Score -1513313 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1513407.000000 Penalty: 3049.977295
	Iteration 15Q: 3 clusters Score -1513407 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1513498.625000 Penalty: 3049.977295
	Iteration 16Q: 3 clusters Score -1513499 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1513595.625000 Penalty: 3049.977295
	Iteration 17Q: 3 clusters Score -1513596 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1513682.750000 Penalty: 3049.977295
	Iteration 18Q: 3 clusters Score -1513683 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1513746.750000 Penalty: 3049.977295
	Iteration 19Q: 3 clusters Score -1513747 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1513799.125000 Penalty: 3049.977295
	Iteration 20F: 3 clusters Score -1513799 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1513848.375000 Penalty: 3049.977295
	Iteration 21Q: 3 clusters Score -1513848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1513901.500000 Penalty: 3049.977295
	Iteration 22Q: 3 clusters Score -1513902 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1513952.250000 Penalty: 3049.977295
	Iteration 23Q: 3 clusters Score -1513952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1514001.750000 Penalty: 3049.977295
	Iteration 24Q: 3 clusters Score -1514002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1514065.125000 Penalty: 3049.977295
	Iteration 25Q: 3 clusters Score -1514065 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1514118.750000 Penalty: 3049.977295
	Iteration 26Q: 3 clusters Score -1514119 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1514185.250000 Penalty: 3049.977295
	Iteration 27Q: 3 clusters Score -1514185 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1514238.000000 Penalty: 3049.977295
	Iteration 28Q: 3 clusters Score -1514238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1514290.375000 Penalty: 3049.977295
	Iteration 29Q: 3 clusters Score -1514290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1514334.375000 Penalty: 3049.977295
	Iteration 30Q: 3 clusters Score -1514334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1514391.000000 Penalty: 3049.977295
	Iteration 31Q: 3 clusters Score -1514391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1514437.125000 Penalty: 3049.977295
	Iteration 32Q: 3 clusters Score -1514437 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1514477.125000 Penalty: 3049.977295
	Iteration 33Q: 3 clusters Score -1514477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1514528.750000 Penalty: 3049.977295
	Iteration 34Q: 3 clusters Score -1514529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1514565.125000 Penalty: 3049.977295
	Iteration 35Q: 3 clusters Score -1514565 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1514591.875000 Penalty: 3049.977295
	Iteration 36Q: 3 clusters Score -1514592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1514628.625000 Penalty: 3049.977295
	Iteration 37Q: 3 clusters Score -1514629 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1514668.000000 Penalty: 3049.977295
	Iteration 38Q: 3 clusters Score -1514668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1514690.625000 Penalty: 3049.977295
	Iteration 39Q: 3 clusters Score -1514691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1514723.125000 Penalty: 3049.977295
	Iteration 40F: 3 clusters Score -1514723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1514739.750000 Penalty: 3049.977295
	Iteration 41Q: 3 clusters Score -1514740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1514763.250000 Penalty: 3049.977295
	Iteration 42Q: 3 clusters Score -1514763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1514771.625000 Penalty: 3049.977295
	Iteration 43Q: 3 clusters Score -1514772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1514787.250000 Penalty: 3049.977295
	Iteration 44Q: 3 clusters Score -1514787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1514803.875000 Penalty: 3049.977295
	Iteration 45Q: 3 clusters Score -1514804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1514818.625000 Penalty: 3049.977295
	Iteration 46Q: 3 clusters Score -1514819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1514830.375000 Penalty: 3049.977295
	Iteration 47Q: 3 clusters Score -1514830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1514833.375000 Penalty: 3049.977295
	Iteration 48Q: 3 clusters Score -1514833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1514843.625000 Penalty: 3049.977295
	Iteration 49Q: 3 clusters Score -1514844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1514853.375000 Penalty: 3049.977295
	Iteration 50Q: 3 clusters Score -1514853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1514864.750000 Penalty: 3049.977295
	Iteration 51Q: 3 clusters Score -1514865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1514868.000000 Penalty: 3049.977295
	Iteration 52Q: 3 clusters Score -1514868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1514872.375000 Penalty: 3049.977295
	Iteration 53Q: 3 clusters Score -1514872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1514877.000000 Penalty: 3049.977295
	Iteration 54Q: 3 clusters Score -1514877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1514880.875000 Penalty: 3049.977295
	Iteration 55Q: 3 clusters Score -1514881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1514882.500000 Penalty: 3049.977295
	Iteration 56Q: 3 clusters Score -1514882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1514882.500000 Penalty: 3049.977295
	Iteration 57Q: 3 clusters Score -1514882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1514888.750000 Penalty: 3049.977295
	Iteration 58Q: 3 clusters Score -1514889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1514893.875000 Penalty: 3049.977295
	Iteration 59Q: 3 clusters Score -1514894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1514896.500000 Penalty: 3049.977295
	Iteration 60F: 3 clusters Score -1514896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1514901.250000 Penalty: 3049.977295
	Iteration 61Q: 3 clusters Score -1514901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1514901.375000 Penalty: 3049.977295
	Iteration 62Q: 3 clusters Score -1514901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1514904.625000 Penalty: 3049.977295
	Iteration 63Q: 3 clusters Score -1514905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1514911.625000 Penalty: 3049.977295
	Iteration 64Q: 3 clusters Score -1514912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1514917.125000 Penalty: 3049.977295
	Iteration 65Q: 3 clusters Score -1514917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1514922.875000 Penalty: 3049.977295
	Iteration 66Q: 3 clusters Score -1514923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1514929.000000 Penalty: 3049.977295
	Iteration 67Q: 3 clusters Score -1514929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1514932.750000 Penalty: 3049.977295
	Iteration 68Q: 3 clusters Score -1514933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1514939.000000 Penalty: 3049.977295
	Iteration 69Q: 3 clusters Score -1514939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1514946.875000 Penalty: 3049.977295
	Iteration 70Q: 3 clusters Score -1514947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1514952.750000 Penalty: 3049.977295
	Iteration 71Q: 3 clusters Score -1514953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1514961.875000 Penalty: 3049.977295
	Iteration 72Q: 3 clusters Score -1514962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1514966.000000 Penalty: 3049.977295
	Iteration 73Q: 3 clusters Score -1514966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1514975.125000 Penalty: 3049.977295
	Iteration 74Q: 3 clusters Score -1514975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1514991.125000 Penalty: 3049.977295
	Iteration 75Q: 3 clusters Score -1514991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1514996.000000 Penalty: 3049.977295
	Iteration 76Q: 3 clusters Score -1514996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1515008.625000 Penalty: 3049.977295
	Iteration 77Q: 3 clusters Score -1515009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1515014.000000 Penalty: 3049.977295
	Iteration 78Q: 3 clusters Score -1515014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1515022.500000 Penalty: 3049.977295
	Iteration 79Q: 3 clusters Score -1515022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1515029.750000 Penalty: 3049.977295
	Iteration 80F: 3 clusters Score -1515030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1515043.250000 Penalty: 3049.977295
	Iteration 81Q: 3 clusters Score -1515043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1515051.375000 Penalty: 3049.977295
	Iteration 82Q: 3 clusters Score -1515051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1515059.750000 Penalty: 3049.977295
	Iteration 83Q: 3 clusters Score -1515060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1515070.375000 Penalty: 3049.977295
	Iteration 84Q: 3 clusters Score -1515070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1515082.875000 Penalty: 3049.977295
	Iteration 85Q: 3 clusters Score -1515083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1515091.875000 Penalty: 3049.977295
	Iteration 86Q: 3 clusters Score -1515092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1515107.750000 Penalty: 3049.977295
	Iteration 87Q: 3 clusters Score -1515108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1515115.875000 Penalty: 3049.977295
	Iteration 88Q: 3 clusters Score -1515116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1515128.250000 Penalty: 3049.977295
	Iteration 89Q: 3 clusters Score -1515128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1515138.000000 Penalty: 3049.977295
	Iteration 90Q: 3 clusters Score -1515138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1515145.250000 Penalty: 3049.977295
	Iteration 91Q: 3 clusters Score -1515145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1515156.250000 Penalty: 3049.977295
	Iteration 92Q: 3 clusters Score -1515156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1515170.625000 Penalty: 3049.977295
	Iteration 93Q: 3 clusters Score -1515171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1515175.125000 Penalty: 3049.977295
	Iteration 94Q: 3 clusters Score -1515175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1515187.500000 Penalty: 3049.977295
	Iteration 95Q: 3 clusters Score -1515188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1515188.500000 Penalty: 3049.977295
	Iteration 96Q: 3 clusters Score -1515188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1515187.750000 Penalty: 3049.977295
	Iteration 97Q: 3 clusters Score -1515188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1515196.000000 Penalty: 3049.977295
	Iteration 98Q: 3 clusters Score -1515196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1515198.375000 Penalty: 3049.977295
	Iteration 99Q: 3 clusters Score -1515198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1515205.500000 Penalty: 3049.977295
	Iteration 100F: 3 clusters Score -1515206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1515211.750000 Penalty: 3049.977295
	Iteration 101Q: 3 clusters Score -1515212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1515212.500000 Penalty: 3049.977295
	Iteration 102Q: 3 clusters Score -1515212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1515209.875000 Penalty: 3049.977295
	Iteration 103Q: 3 clusters Score -1515210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1515212.250000 Penalty: 3049.977295
	Iteration 104Q: 3 clusters Score -1515212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1515210.375000 Penalty: 3049.977295
	Iteration 105Q: 3 clusters Score -1515210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1515211.375000 Penalty: 3049.977295
	Iteration 106Q: 3 clusters Score -1515211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1515215.125000 Penalty: 3049.977295
	Iteration 107Q: 3 clusters Score -1515215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1515216.875000 Penalty: 3049.977295
	Iteration 108Q: 3 clusters Score -1515217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1515221.125000 Penalty: 3049.977295
	Iteration 109Q: 3 clusters Score -1515221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1515215.875000 Penalty: 3049.977295
	Iteration 110Q: 3 clusters Score -1515216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1515216.125000 Penalty: 3049.977295
	Iteration 111Q: 3 clusters Score -1515216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1515215.250000 Penalty: 3049.977295
	Iteration 112Q: 3 clusters Score -1515215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1515216.250000 Penalty: 3049.977295
	Iteration 113Q: 3 clusters Score -1515216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1515216.625000 Penalty: 3049.977295
	Iteration 114Q: 3 clusters Score -1515217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1515216.625000 Penalty: 3049.977295
	Iteration 115F: 3 clusters Score -1515217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Entering Unmasked Estep 
Score: -7002347.000000 Penalty: 1768.062500
	Iteration 0F: 2 clusters Score -7002347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -6966807.000000 Penalty: 3536.125000
	Iteration 0F: 3 clusters Score -6966807 nChanged 25100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6981103.500000 Penalty: 3536.125000
	Iteration 1F: 3 clusters Score -6981104 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -6981556.000000 Penalty: 3536.125000
	Iteration 2Q: 3 clusters Score -6981556 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6982024.500000 Penalty: 3536.125000
	Iteration 3Q: 3 clusters Score -6982024 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -6982607.500000 Penalty: 3536.125000
	Iteration 4Q: 3 clusters Score -6982608 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -6983493.000000 Penalty: 3536.125000
	Iteration 5Q: 3 clusters Score -6983493 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6984815.000000 Penalty: 3536.125000
	Iteration 6Q: 3 clusters Score -6984815 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6986955.000000 Penalty: 3536.125000
	Iteration 7F: 3 clusters Score -6986955 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -6990162.000000 Penalty: 3536.125000
	Iteration 8F: 3 clusters Score -6990162 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -6993953.500000 Penalty: 3536.125000
	Iteration 9F: 3 clusters Score -6993954 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -6996181.000000 Penalty: 3536.125000
	Iteration 10F: 3 clusters Score -6996181 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -6997254.500000 Penalty: 3536.125000
	Iteration 11Q: 3 clusters Score -6997254 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6997865.500000 Penalty: 3536.125000
	Iteration 12Q: 3 clusters Score -6997866 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -6998311.000000 Penalty: 3536.125000
	Iteration 13Q: 3 clusters Score -6998311 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -6998691.500000 Penalty: 3536.125000
	Iteration 14Q: 3 clusters Score -6998692 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -6998916.500000 Penalty: 3536.125000
	Iteration 15Q: 3 clusters Score -6998916 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -6999083.500000 Penalty: 3536.125000
	Iteration 16Q: 3 clusters Score -6999084 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -6999210.500000 Penalty: 3536.125000
	Iteration 17Q: 3 clusters Score -6999210 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -6999283.500000 Penalty: 3536.125000
	Iteration 18Q: 3 clusters Score -6999284 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -6999350.500000 Penalty: 3536.125000
	Iteration 19Q: 3 clusters Score -6999350 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -6999370.500000 Penalty: 3536.125000
	Iteration 20F: 3 clusters Score -6999370 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -6999387.000000 Penalty: 3536.125000
	Iteration 21Q: 3 clusters Score -6999387 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -6999435.500000 Penalty: 3536.125000
	Iteration 22Q: 3 clusters Score -6999436 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -6999453.500000 Penalty: 3536.125000
	Iteration 23Q: 3 clusters Score -6999454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -6999463.000000 Penalty: 3536.125000
	Iteration 24Q: 3 clusters Score -6999463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -6999479.000000 Penalty: 3536.125000
	Iteration 25Q: 3 clusters Score -6999479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -6999469.500000 Penalty: 3536.125000
	Iteration 26Q: 3 clusters Score -6999470 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6999467 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6999483 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6999502 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6999513.000000 Penalty: 3536.125000
	Iteration 30Q: 3 clusters Score -6999513 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6999508 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6999519.000000 Penalty: 3536.125000
	Iteration 32Q: 3 clusters Score -6999519 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6999510 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6999534 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6999568 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6999586 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6999603 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6999587 nChanged 126
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Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6999612 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6999611 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6999607 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6999646 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6999665 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6999678 nChanged 106
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Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6999668 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6999675 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6999698 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6999708 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6999703 nChanged 85
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Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6999714 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6999718 nChanged 95
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Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6999724 nChanged 103
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Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6999737 nChanged 101
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Mstep: Class 1 contains 14025 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6999746 nChanged 90
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Mstep: Class 1 contains 13935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13824 members 
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	Iteration 56Q: 3 clusters Score -6999781 nChanged 112
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Mstep: Class 1 contains 13712 members 
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	Iteration 57Q: 3 clusters Score -6999796 nChanged 109
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Mstep: Class 2 contains 39521 members 
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	Iteration 58Q: 3 clusters Score -6999806 nChanged 122
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	Iteration 59Q: 3 clusters Score -6999828 nChanged 131
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	Iteration 60F: 3 clusters Score -6999830 nChanged 134
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Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 39908 members 
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	Iteration 61Q: 3 clusters Score -6999834 nChanged 127
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Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 40035 members 
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	Iteration 62Q: 3 clusters Score -6999858 nChanged 120
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Mstep: Class 1 contains 12969 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6999870 nChanged 124
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Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6999872 nChanged 120
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Mstep: Class 1 contains 12725 members 
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	Iteration 65Q: 3 clusters Score -6999877 nChanged 118
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Mstep: Class 1 contains 12607 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6999890 nChanged 113
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Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 40630 members 
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	Iteration 67Q: 3 clusters Score -6999916 nChanged 110
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Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6999924 nChanged 118
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Mstep: Class 1 contains 12266 members 
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	Iteration 69Q: 3 clusters Score -6999906 nChanged 125
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Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6999930 nChanged 124
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Mstep: Class 1 contains 12019 members 
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	Iteration 71Q: 3 clusters Score -6999958 nChanged 129
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Mstep: Class 1 contains 11890 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6999976 nChanged 130
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Mstep: Class 1 contains 11760 members 
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	Iteration 73Q: 3 clusters Score -7000000 nChanged 129
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Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7000018 nChanged 128
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Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7000024 nChanged 115
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Mstep: Class 1 contains 11390 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7000020 nChanged 114
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Mstep: Class 1 contains 11276 members 
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	Iteration 77Q: 3 clusters Score -7000036 nChanged 117
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Mstep: Class 1 contains 11159 members 
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	Iteration 78Q: 3 clusters Score -7000048 nChanged 102
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Mstep: Class 1 contains 11059 members 
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	Iteration 79Q: 3 clusters Score -7000066 nChanged 105
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Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7000077 nChanged 106
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Mstep: Class 1 contains 10848 members 
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	Iteration 81Q: 3 clusters Score -7000092 nChanged 109
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Mstep: Class 1 contains 10739 members 
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	Iteration 82Q: 3 clusters Score -7000070 nChanged 103
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Mstep: Class 1 contains 10636 members 
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	Iteration 83Q: 3 clusters Score -7000094 nChanged 106
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Mstep: Class 1 contains 10530 members 
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	Iteration 84Q: 3 clusters Score -7000134 nChanged 108
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Mstep: Class 1 contains 10422 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7000133 nChanged 103
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Mstep: Class 1 contains 10319 members 
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	Iteration 86Q: 3 clusters Score -7000130 nChanged 83
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Mstep: Class 1 contains 10236 members 
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	Iteration 87Q: 3 clusters Score -7000130 nChanged 107
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Mstep: Class 1 contains 10129 members 
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	Iteration 88Q: 3 clusters Score -7000148 nChanged 101
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Mstep: Class 1 contains 10028 members 
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	Iteration 89Q: 3 clusters Score -7000169 nChanged 101
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Mstep: Class 1 contains 9927 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7000185 nChanged 103
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Mstep: Class 1 contains 9824 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7000206 nChanged 108
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Mstep: Class 1 contains 9716 members 
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Entering Unmasked Estep 
Score: -7000240.500000 Penalty: 3536.125000
	Iteration 92Q: 3 clusters Score -7000240 nChanged 90
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Mstep: Class 1 contains 9626 members 
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Entering Unmasked Estep 
Score: -7000251.000000 Penalty: 3536.125000
	Iteration 93Q: 3 clusters Score -7000251 nChanged 79
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Mstep: Class 1 contains 9547 members 
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Entering Unmasked Estep 
Score: -7000263.000000 Penalty: 3536.125000
	Iteration 94Q: 3 clusters Score -7000263 nChanged 84
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Mstep: Class 1 contains 9463 members 
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	Iteration 95Q: 3 clusters Score -7000251 nChanged 83
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Mstep: Class 1 contains 9380 members 
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Entering Unmasked Estep 
Score: -7000271.000000 Penalty: 3536.125000
	Iteration 96Q: 3 clusters Score -7000271 nChanged 84
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Mstep: Class 1 contains 9296 members 
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	Iteration 97Q: 3 clusters Score -7000266 nChanged 74
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Mstep: Class 1 contains 9222 members 
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	Iteration 98Q: 3 clusters Score -7000273 nChanged 89
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Mstep: Class 1 contains 9133 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7000277 nChanged 77
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Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7000285 nChanged 78
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Mstep: Class 1 contains 8978 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7000284 nChanged 82
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Mstep: Class 1 contains 8896 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7000288 nChanged 84
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7000292 nChanged 81
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Mstep: Class 1 contains 8731 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7000323 nChanged 75
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7000324 nChanged 80
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Mstep: Class 1 contains 8576 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7000352 nChanged 90
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	Iteration 107Q: 3 clusters Score -7000358 nChanged 92
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	Iteration 108Q: 3 clusters Score -7000381 nChanged 90
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Mstep: Class 1 contains 8304 members 
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	Iteration 109Q: 3 clusters Score -7000381 nChanged 68
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7000379 nChanged 59
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Mstep: Class 1 contains 8177 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7000396 nChanged 61
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Mstep: Class 1 contains 8118 members 
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	Iteration 112Q: 3 clusters Score -7000400 nChanged 77
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Mstep: Class 1 contains 8041 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7000414 nChanged 78
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Mstep: Class 1 contains 7963 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7000416 nChanged 83
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Mstep: Class 1 contains 7880 members 
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Entering Unmasked Estep 
Score: -7000423.000000 Penalty: 3536.125000
	Iteration 115Q: 3 clusters Score -7000423 nChanged 92
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7000422 nChanged 81
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Mstep: Class 1 contains 7707 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7000426 nChanged 79
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Mstep: Class 1 contains 7632 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7000436 nChanged 79
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7000434 nChanged 65
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Entering Unmasked Estep 
Score: -7000438.500000 Penalty: 3536.125000
	Iteration 120F: 3 clusters Score -7000438 nChanged 67
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Entering Unmasked Estep 
Score: -7000864.000000 Penalty: 3536.125000
	Iteration 215Q: 3 clusters Score -7000864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -7000867.500000 Penalty: 3536.125000
	Iteration 216Q: 3 clusters Score -7000868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -7000869.000000 Penalty: 3536.125000
	Iteration 217Q: 3 clusters Score -7000869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7000878 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7000880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7000896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7000892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7000894 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -7000897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7000896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -7000896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -7000882.000000 Penalty: 3536.125000
	Iteration 226Q: 3 clusters Score -7000882 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -7000884.000000 Penalty: 3536.125000
	Iteration 227Q: 3 clusters Score -7000884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -7000891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7000893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -7000901.000000 Penalty: 3536.125000
	Iteration 230Q: 3 clusters Score -7000901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -7000914.500000 Penalty: 3536.125000
	Iteration 231Q: 3 clusters Score -7000914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -7000917.000000 Penalty: 3536.125000
	Iteration 232Q: 3 clusters Score -7000917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -7000909.000000 Penalty: 3536.125000
	Iteration 233Q: 3 clusters Score -7000909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -7000912.500000 Penalty: 3536.125000
	Iteration 234Q: 3 clusters Score -7000912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7000919.500000 Penalty: 3536.125000
	Iteration 235Q: 3 clusters Score -7000920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -7000913.500000 Penalty: 3536.125000
	Iteration 236Q: 3 clusters Score -7000914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -7000925.500000 Penalty: 3536.125000
	Iteration 237Q: 3 clusters Score -7000926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -7000922.500000 Penalty: 3536.125000
	Iteration 238Q: 3 clusters Score -7000922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -7000926.000000 Penalty: 3536.125000
	Iteration 239Q: 3 clusters Score -7000926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -7000923.000000 Penalty: 3536.125000
	Iteration 240F: 3 clusters Score -7000923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -7000921.000000 Penalty: 3536.125000
	Iteration 241Q: 3 clusters Score -7000921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -7000933.500000 Penalty: 3536.125000
	Iteration 242Q: 3 clusters Score -7000934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -7000949.000000 Penalty: 3536.125000
	Iteration 243Q: 3 clusters Score -7000949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -7000960.000000 Penalty: 3536.125000
	Iteration 244Q: 3 clusters Score -7000960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -7000962.500000 Penalty: 3536.125000
	Iteration 245Q: 3 clusters Score -7000962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -7000970.500000 Penalty: 3536.125000
	Iteration 246Q: 3 clusters Score -7000970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -7000973.500000 Penalty: 3536.125000
	Iteration 247Q: 3 clusters Score -7000974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -7000983.000000 Penalty: 3536.125000
	Iteration 248Q: 3 clusters Score -7000983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -7000972.500000 Penalty: 3536.125000
	Iteration 249Q: 3 clusters Score -7000972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -7000964.500000 Penalty: 3536.125000
	Iteration 250Q: 3 clusters Score -7000964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -7000960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -7000965.500000 Penalty: 3536.125000
	Iteration 252Q: 3 clusters Score -7000966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7000961.000000 Penalty: 3536.125000
	Iteration 253Q: 3 clusters Score -7000961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -7000961.500000 Penalty: 3536.125000
	Iteration 254Q: 3 clusters Score -7000962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -7000958.000000 Penalty: 3536.125000
	Iteration 255Q: 3 clusters Score -7000958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -7000959.000000 Penalty: 3536.125000
	Iteration 256Q: 3 clusters Score -7000959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -7000963.000000 Penalty: 3536.125000
	Iteration 257Q: 3 clusters Score -7000963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -7000966.000000 Penalty: 3536.125000
	Iteration 258Q: 3 clusters Score -7000966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -7000964.500000 Penalty: 3536.125000
	Iteration 259Q: 3 clusters Score -7000964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -7000981.000000 Penalty: 3536.125000
	Iteration 260F: 3 clusters Score -7000981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -7000968.500000 Penalty: 3536.125000
	Iteration 261Q: 3 clusters Score -7000968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -7000968.000000 Penalty: 3536.125000
	Iteration 262Q: 3 clusters Score -7000968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -7000954.000000 Penalty: 3536.125000
	Iteration 263Q: 3 clusters Score -7000954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -7000962.500000 Penalty: 3536.125000
	Iteration 264Q: 3 clusters Score -7000962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -7000957.000000 Penalty: 3536.125000
	Iteration 265Q: 3 clusters Score -7000957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -7000956.000000 Penalty: 3536.125000
	Iteration 266Q: 3 clusters Score -7000956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -7000965.500000 Penalty: 3536.125000
	Iteration 267Q: 3 clusters Score -7000966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -7000968.500000 Penalty: 3536.125000
	Iteration 268Q: 3 clusters Score -7000968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -7000967.000000 Penalty: 3536.125000
	Iteration 269Q: 3 clusters Score -7000967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -7000965.500000 Penalty: 3536.125000
	Iteration 270Q: 3 clusters Score -7000966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -7000968.000000 Penalty: 3536.125000
	Iteration 271Q: 3 clusters Score -7000968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -7000965.000000 Penalty: 3536.125000
	Iteration 272Q: 3 clusters Score -7000965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -7000968.000000 Penalty: 3536.125000
	Iteration 273Q: 3 clusters Score -7000968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -7000964.000000 Penalty: 3536.125000
	Iteration 274Q: 3 clusters Score -7000964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -7000965.500000 Penalty: 3536.125000
	Iteration 275Q: 3 clusters Score -7000966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -7000967.500000 Penalty: 3536.125000
	Iteration 276Q: 3 clusters Score -7000968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -7000964.500000 Penalty: 3536.125000
	Iteration 277Q: 3 clusters Score -7000964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7000967.000000 Penalty: 3536.125000
	Iteration 278Q: 3 clusters Score -7000967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -7000964.000000 Penalty: 3536.125000
	Iteration 279Q: 3 clusters Score -7000964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -7000961.500000 Penalty: 3536.125000
	Iteration 280F: 3 clusters Score -7000962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7000964.500000 Penalty: 3536.125000
	Iteration 281Q: 3 clusters Score -7000964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -7000974.000000 Penalty: 3536.125000
	Iteration 282Q: 3 clusters Score -7000974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7000985.000000 Penalty: 3536.125000
	Iteration 283Q: 3 clusters Score -7000985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -7000976.500000 Penalty: 3536.125000
	Iteration 284Q: 3 clusters Score -7000976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -7000977.000000 Penalty: 3536.125000
	Iteration 285Q: 3 clusters Score -7000977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -7000972.500000 Penalty: 3536.125000
	Iteration 286Q: 3 clusters Score -7000972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -7000968.000000 Penalty: 3536.125000
	Iteration 287Q: 3 clusters Score -7000968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -7000969.000000 Penalty: 3536.125000
	Iteration 288Q: 3 clusters Score -7000969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -7000972.500000 Penalty: 3536.125000
	Iteration 289Q: 3 clusters Score -7000972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -7000970.000000 Penalty: 3536.125000
	Iteration 290Q: 3 clusters Score -7000970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -7000958.000000 Penalty: 3536.125000
	Iteration 291Q: 3 clusters Score -7000958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -7000951.500000 Penalty: 3536.125000
	Iteration 292Q: 3 clusters Score -7000952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -7000959.000000 Penalty: 3536.125000
	Iteration 293Q: 3 clusters Score -7000959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -7000956.500000 Penalty: 3536.125000
	Iteration 294Q: 3 clusters Score -7000956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -7000960.500000 Penalty: 3536.125000
	Iteration 295Q: 3 clusters Score -7000960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -7000973.000000 Penalty: 3536.125000
	Iteration 296Q: 3 clusters Score -7000973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -7000977.500000 Penalty: 3536.125000
	Iteration 297Q: 3 clusters Score -7000978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -7000978.000000 Penalty: 3536.125000
	Iteration 298Q: 3 clusters Score -7000978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7000979.500000 Penalty: 3536.125000
	Iteration 299Q: 3 clusters Score -7000980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -7000977.000000 Penalty: 3536.125000
	Iteration 300F: 3 clusters Score -7000977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7000972.500000 Penalty: 3536.125000
	Iteration 301Q: 3 clusters Score -7000972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -7000970.000000 Penalty: 3536.125000
	Iteration 302Q: 3 clusters Score -7000970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -7000964.000000 Penalty: 3536.125000
	Iteration 303Q: 3 clusters Score -7000964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -7000964.000000 Penalty: 3536.125000
	Iteration 304F: 3 clusters Score -7000964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -606322.437500 Penalty: 1385.725098
	Iteration 0F: 2 clusters Score -606322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -602402.750000 Penalty: 2771.450195
	Iteration 0F: 3 clusters Score -602402.8 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -603776.875000 Penalty: 2771.450195
	Iteration 1F: 3 clusters Score -603776.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -604035.687500 Penalty: 2771.450195
	Iteration 2F: 3 clusters Score -604035.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -604232.625000 Penalty: 2771.450195
	Iteration 3F: 3 clusters Score -604232.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -604373.000000 Penalty: 2771.450195
	Iteration 4Q: 3 clusters Score -604373 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -604488.375000 Penalty: 2771.450195
	Iteration 5Q: 3 clusters Score -604488.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -604594.500000 Penalty: 2771.450195
	Iteration 6Q: 3 clusters Score -604594.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -604683.812500 Penalty: 2771.450195
	Iteration 7Q: 3 clusters Score -604683.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -604764.125000 Penalty: 2771.450195
	Iteration 8Q: 3 clusters Score -604764.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -604847.875000 Penalty: 2771.450195
	Iteration 9Q: 3 clusters Score -604847.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -604918.562500 Penalty: 2771.450195
	Iteration 10Q: 3 clusters Score -604918.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -604975.250000 Penalty: 2771.450195
	Iteration 11Q: 3 clusters Score -604975.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -605028.562500 Penalty: 2771.450195
	Iteration 12Q: 3 clusters Score -605028.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -605078.687500 Penalty: 2771.450195
	Iteration 13Q: 3 clusters Score -605078.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -605114.500000 Penalty: 2771.450195
	Iteration 14Q: 3 clusters Score -605114.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -605152.812500 Penalty: 2771.450195
	Iteration 15Q: 3 clusters Score -605152.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -605193.812500 Penalty: 2771.450195
	Iteration 16Q: 3 clusters Score -605193.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -605229.812500 Penalty: 2771.450195
	Iteration 17Q: 3 clusters Score -605229.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -605254.375000 Penalty: 2771.450195
	Iteration 18Q: 3 clusters Score -605254.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -605275.312500 Penalty: 2771.450195
	Iteration 19Q: 3 clusters Score -605275.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -605298.562500 Penalty: 2771.450195
	Iteration 20F: 3 clusters Score -605298.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -605321.687500 Penalty: 2771.450195
	Iteration 21Q: 3 clusters Score -605321.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -605338.625000 Penalty: 2771.450195
	Iteration 22Q: 3 clusters Score -605338.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -605346.312500 Penalty: 2771.450195
	Iteration 23Q: 3 clusters Score -605346.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -605353.625000 Penalty: 2771.450195
	Iteration 24Q: 3 clusters Score -605353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -605363.875000 Penalty: 2771.450195
	Iteration 25Q: 3 clusters Score -605363.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -605376.812500 Penalty: 2771.450195
	Iteration 26Q: 3 clusters Score -605376.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -605389.625000 Penalty: 2771.450195
	Iteration 27Q: 3 clusters Score -605389.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -605401.875000 Penalty: 2771.450195
	Iteration 28Q: 3 clusters Score -605401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -605407.812500 Penalty: 2771.450195
	Iteration 29Q: 3 clusters Score -605407.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -605416.812500 Penalty: 2771.450195
	Iteration 30Q: 3 clusters Score -605416.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -605426.000000 Penalty: 2771.450195
	Iteration 31Q: 3 clusters Score -605426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -605433.812500 Penalty: 2771.450195
	Iteration 32Q: 3 clusters Score -605433.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -605441.125000 Penalty: 2771.450195
	Iteration 33Q: 3 clusters Score -605441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -605448.125000 Penalty: 2771.450195
	Iteration 34Q: 3 clusters Score -605448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -605459.375000 Penalty: 2771.450195
	Iteration 35Q: 3 clusters Score -605459.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -605468.250000 Penalty: 2771.450195
	Iteration 36Q: 3 clusters Score -605468.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -605475.750000 Penalty: 2771.450195
	Iteration 37Q: 3 clusters Score -605475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -605479.125000 Penalty: 2771.450195
	Iteration 38Q: 3 clusters Score -605479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -605482.062500 Penalty: 2771.450195
	Iteration 39Q: 3 clusters Score -605482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -605485.500000 Penalty: 2771.450195
	Iteration 40F: 3 clusters Score -605485.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -605489.875000 Penalty: 2771.450195
	Iteration 41Q: 3 clusters Score -605489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -605495.875000 Penalty: 2771.450195
	Iteration 42Q: 3 clusters Score -605495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -605499.687500 Penalty: 2771.450195
	Iteration 43Q: 3 clusters Score -605499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -605502.875000 Penalty: 2771.450195
	Iteration 44Q: 3 clusters Score -605502.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -605505.937500 Penalty: 2771.450195
	Iteration 45Q: 3 clusters Score -605505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -605509.375000 Penalty: 2771.450195
	Iteration 46Q: 3 clusters Score -605509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -605510.625000 Penalty: 2771.450195
	Iteration 47Q: 3 clusters Score -605510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -605513.187500 Penalty: 2771.450195
	Iteration 48Q: 3 clusters Score -605513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -605517.312500 Penalty: 2771.450195
	Iteration 49Q: 3 clusters Score -605517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -605521.875000 Penalty: 2771.450195
	Iteration 50Q: 3 clusters Score -605521.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -605527.812500 Penalty: 2771.450195
	Iteration 51Q: 3 clusters Score -605527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -605528.500000 Penalty: 2771.450195
	Iteration 52Q: 3 clusters Score -605528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -605530.625000 Penalty: 2771.450195
	Iteration 53Q: 3 clusters Score -605530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -605532.437500 Penalty: 2771.450195
	Iteration 54Q: 3 clusters Score -605532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -605534.125000 Penalty: 2771.450195
	Iteration 55Q: 3 clusters Score -605534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -605534.812500 Penalty: 2771.450195
	Iteration 56Q: 3 clusters Score -605534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -605535.187500 Penalty: 2771.450195
	Iteration 57Q: 3 clusters Score -605535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -605537.187500 Penalty: 2771.450195
	Iteration 58Q: 3 clusters Score -605537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -605539.000000 Penalty: 2771.450195
	Iteration 59Q: 3 clusters Score -605539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -605539.625000 Penalty: 2771.450195
	Iteration 60F: 3 clusters Score -605539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -605542.437500 Penalty: 2771.450195
	Iteration 61Q: 3 clusters Score -605542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -605543.687500 Penalty: 2771.450195
	Iteration 62Q: 3 clusters Score -605543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -605544.562500 Penalty: 2771.450195
	Iteration 63Q: 3 clusters Score -605544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -605546.875000 Penalty: 2771.450195
	Iteration 64Q: 3 clusters Score -605546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -605547.375000 Penalty: 2771.450195
	Iteration 65Q: 3 clusters Score -605547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -605547.437500 Penalty: 2771.450195
	Iteration 66Q: 3 clusters Score -605547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -605547.750000 Penalty: 2771.450195
	Iteration 67Q: 3 clusters Score -605547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -605548.500000 Penalty: 2771.450195
	Iteration 68Q: 3 clusters Score -605548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -605549.062500 Penalty: 2771.450195
	Iteration 69Q: 3 clusters Score -605549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -605549.062500 Penalty: 2771.450195
	Iteration 70F: 3 clusters Score -605549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -672842.062500 Penalty: 1400.709351
	Iteration 0F: 2 clusters Score -672842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -668490.000000 Penalty: 2801.418701
	Iteration 0F: 3 clusters Score -668490 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669813.125000 Penalty: 2801.418701
	Iteration 1F: 3 clusters Score -669813.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -670059.062500 Penalty: 2801.418701
	Iteration 2F: 3 clusters Score -670059.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -670301.312500 Penalty: 2801.418701
	Iteration 3F: 3 clusters Score -670301.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -670504.250000 Penalty: 2801.418701
	Iteration 4F: 3 clusters Score -670504.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -670697.937500 Penalty: 2801.418701
	Iteration 5F: 3 clusters Score -670697.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -670902.562500 Penalty: 2801.418701
	Iteration 6F: 3 clusters Score -670902.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -671062.625000 Penalty: 2801.418701
	Iteration 7Q: 3 clusters Score -671062.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -671200.375000 Penalty: 2801.418701
	Iteration 8Q: 3 clusters Score -671200.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -671293.562500 Penalty: 2801.418701
	Iteration 9Q: 3 clusters Score -671293.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -671352.625000 Penalty: 2801.418701
	Iteration 10Q: 3 clusters Score -671352.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -671387.000000 Penalty: 2801.418701
	Iteration 11Q: 3 clusters Score -671387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -671412.437500 Penalty: 2801.418701
	Iteration 12Q: 3 clusters Score -671412.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -671430.750000 Penalty: 2801.418701
	Iteration 13Q: 3 clusters Score -671430.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -671445.312500 Penalty: 2801.418701
	Iteration 14Q: 3 clusters Score -671445.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -671452.437500 Penalty: 2801.418701
	Iteration 15Q: 3 clusters Score -671452.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -671460.937500 Penalty: 2801.418701
	Iteration 16Q: 3 clusters Score -671460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -671465.000000 Penalty: 2801.418701
	Iteration 17Q: 3 clusters Score -671465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -671466.625000 Penalty: 2801.418701
	Iteration 18Q: 3 clusters Score -671466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -671469.062500 Penalty: 2801.418701
	Iteration 19Q: 3 clusters Score -671469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -671470.937500 Penalty: 2801.418701
	Iteration 20F: 3 clusters Score -671470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -671472.375000 Penalty: 2801.418701
	Iteration 21Q: 3 clusters Score -671472.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -671474.937500 Penalty: 2801.418701
	Iteration 22Q: 3 clusters Score -671474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -671477.062500 Penalty: 2801.418701
	Iteration 23Q: 3 clusters Score -671477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -671477.562500 Penalty: 2801.418701
	Iteration 24Q: 3 clusters Score -671477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -671479.687500 Penalty: 2801.418701
	Iteration 25Q: 3 clusters Score -671479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -671479.625000 Penalty: 2801.418701
	Iteration 26Q: 3 clusters Score -671479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -671481.187500 Penalty: 2801.418701
	Iteration 27Q: 3 clusters Score -671481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -671482.812500 Penalty: 2801.418701
	Iteration 28Q: 3 clusters Score -671482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -671484.375000 Penalty: 2801.418701
	Iteration 29Q: 3 clusters Score -671484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -671483.250000 Penalty: 2801.418701
	Iteration 30Q: 3 clusters Score -671483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -671483.625000 Penalty: 2801.418701
	Iteration 31Q: 3 clusters Score -671483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -671484.312500 Penalty: 2801.418701
	Iteration 32Q: 3 clusters Score -671484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -671485.875000 Penalty: 2801.418701
	Iteration 33Q: 3 clusters Score -671485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -671486.062500 Penalty: 2801.418701
	Iteration 34Q: 3 clusters Score -671486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -671485.437500 Penalty: 2801.418701
	Iteration 35Q: 3 clusters Score -671485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -671485.437500 Penalty: 2801.418701
	Iteration 36F: 3 clusters Score -671485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21434.089844 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21434.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21655.812500 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21655.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21693.291016 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -21693.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21743.316406 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21743.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21769.060547 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21769.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21773.755859 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21773.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21773.755859 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -21773.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -333833.500000 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -333833.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -331323.000000 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -331323 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -331900.250000 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -331900.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -332025.843750 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -332025.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -332101.531250 Penalty: 2557.927979
	Iteration 3F: 3 clusters Score -332101.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -332164.687500 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -332164.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -332219.406250 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -332219.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -332264.156250 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -332264.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -332303.593750 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -332303.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -332344.125000 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -332344.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -332382.875000 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -332382.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -332420.000000 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -332420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -332451.093750 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -332451.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -332471.656250 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -332471.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -332493.562500 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -332493.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -332530.593750 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -332530.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -332559.937500 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -332559.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -332588.500000 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -332588.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -332619.062500 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -332619.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -332642.906250 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -332642.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -332665.687500 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -332665.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -332684.187500 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -332684.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -332707.312500 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -332707.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -332724.562500 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -332724.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -332736.875000 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -332736.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -332752.593750 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -332752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -332764.437500 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -332764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -332771.281250 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -332771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -332777.750000 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -332777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -332783.968750 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -332784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -332791.750000 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -332791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -332800.500000 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -332800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -332806.500000 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -332806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -332816.218750 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -332816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -332825.218750 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -332825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -332829.750000 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -332829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -332831.750000 Penalty: 2557.927979
	Iteration 35Q: 3 clusters Score -332831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -332831.750000 Penalty: 2557.927979
	Iteration 36F: 3 clusters Score -332831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -159244.578125 Penalty: 1180.745850
	Iteration 0F: 2 clusters Score -159244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157610.406250 Penalty: 2361.491699
	Iteration 0F: 3 clusters Score -157610.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -158022.171875 Penalty: 2361.491699
	Iteration 1F: 3 clusters Score -158022.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -158191.546875 Penalty: 2361.491699
	Iteration 2F: 3 clusters Score -158191.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -158320.406250 Penalty: 2361.491699
	Iteration 3F: 3 clusters Score -158320.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158435.796875 Penalty: 2361.491699
	Iteration 4F: 3 clusters Score -158435.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -158589.484375 Penalty: 2361.491699
	Iteration 5Q: 3 clusters Score -158589.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158734.828125 Penalty: 2361.491699
	Iteration 6Q: 3 clusters Score -158734.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -158882.031250 Penalty: 2361.491699
	Iteration 7F: 3 clusters Score -158882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158978.687500 Penalty: 2361.491699
	Iteration 8Q: 3 clusters Score -158978.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159021.984375 Penalty: 2361.491699
	Iteration 9Q: 3 clusters Score -159022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -159048.343750 Penalty: 2361.491699
	Iteration 10Q: 3 clusters Score -159048.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -159078.296875 Penalty: 2361.491699
	Iteration 11Q: 3 clusters Score -159078.3 nChanged 16
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: -159087.562500 Penalty: 2361.491699
	Iteration 12Q: 3 clusters Score -159087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159091.781250 Penalty: 2361.491699
	Iteration 13Q: 3 clusters Score -159091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159093.515625 Penalty: 2361.491699
	Iteration 14Q: 3 clusters Score -159093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159093.515625 Penalty: 2361.491699
	Iteration 15F: 3 clusters Score -159093.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Entering Unmasked Estep 
Score: -2056715.250000 Penalty: 1566.528076
	Iteration 0F: 2 clusters Score -2056715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2046035.500000 Penalty: 3133.056152
	Iteration 0F: 3 clusters Score -2046036 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2049685.375000 Penalty: 3133.056152
	Iteration 1F: 3 clusters Score -2049685 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2049941.250000 Penalty: 3133.056152
	Iteration 2Q: 3 clusters Score -2049941 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2050146.875000 Penalty: 3133.056152
	Iteration 3Q: 3 clusters Score -2050147 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2050338.125000 Penalty: 3133.056152
	Iteration 4Q: 3 clusters Score -2050338 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2050480.500000 Penalty: 3133.056152
	Iteration 5Q: 3 clusters Score -2050480 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2050629.625000 Penalty: 3133.056152
	Iteration 6Q: 3 clusters Score -2050630 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2050793.125000 Penalty: 3133.056152
	Iteration 7Q: 3 clusters Score -2050793 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2050941.500000 Penalty: 3133.056152
	Iteration 8Q: 3 clusters Score -2050942 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2051098.750000 Penalty: 3133.056152
	Iteration 9Q: 3 clusters Score -2051099 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2051280.625000 Penalty: 3133.056152
	Iteration 10Q: 3 clusters Score -2051281 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2051512.625000 Penalty: 3133.056152
	Iteration 11Q: 3 clusters Score -2051513 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2051859.250000 Penalty: 3133.056152
	Iteration 12Q: 3 clusters Score -2051859 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2052258.750000 Penalty: 3133.056152
	Iteration 13Q: 3 clusters Score -2052259 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2052624.875000 Penalty: 3133.056152
	Iteration 14Q: 3 clusters Score -2052625 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2052881.375000 Penalty: 3133.056152
	Iteration 15Q: 3 clusters Score -2052881 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2053020.625000 Penalty: 3133.056152
	Iteration 16Q: 3 clusters Score -2053021 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2053100.000000 Penalty: 3133.056152
	Iteration 17Q: 3 clusters Score -2053100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2053166.375000 Penalty: 3133.056152
	Iteration 18Q: 3 clusters Score -2053166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2053246.125000 Penalty: 3133.056152
	Iteration 19Q: 3 clusters Score -2053246 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2053313.250000 Penalty: 3133.056152
	Iteration 20F: 3 clusters Score -2053313 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2053384.125000 Penalty: 3133.056152
	Iteration 21Q: 3 clusters Score -2053384 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2053455.500000 Penalty: 3133.056152
	Iteration 22Q: 3 clusters Score -2053456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2053528.625000 Penalty: 3133.056152
	Iteration 23Q: 3 clusters Score -2053529 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2053622.250000 Penalty: 3133.056152
	Iteration 24Q: 3 clusters Score -2053622 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2053707.000000 Penalty: 3133.056152
	Iteration 25Q: 3 clusters Score -2053707 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2053794.250000 Penalty: 3133.056152
	Iteration 26Q: 3 clusters Score -2053794 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2053866.500000 Penalty: 3133.056152
	Iteration 27Q: 3 clusters Score -2053866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2053942.500000 Penalty: 3133.056152
	Iteration 28Q: 3 clusters Score -2053942 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2054021.375000 Penalty: 3133.056152
	Iteration 29Q: 3 clusters Score -2054021 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2054102.500000 Penalty: 3133.056152
	Iteration 30Q: 3 clusters Score -2054102 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2054162.375000 Penalty: 3133.056152
	Iteration 31Q: 3 clusters Score -2054162 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2054214.500000 Penalty: 3133.056152
	Iteration 32Q: 3 clusters Score -2054214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2054247.750000 Penalty: 3133.056152
	Iteration 33Q: 3 clusters Score -2054248 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2054292.500000 Penalty: 3133.056152
	Iteration 34Q: 3 clusters Score -2054292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2054326.500000 Penalty: 3133.056152
	Iteration 35Q: 3 clusters Score -2054326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2054340.500000 Penalty: 3133.056152
	Iteration 36Q: 3 clusters Score -2054340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2054367.750000 Penalty: 3133.056152
	Iteration 37Q: 3 clusters Score -2054368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2054388.250000 Penalty: 3133.056152
	Iteration 38Q: 3 clusters Score -2054388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2054393.000000 Penalty: 3133.056152
	Iteration 39Q: 3 clusters Score -2054393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2054407.625000 Penalty: 3133.056152
	Iteration 40F: 3 clusters Score -2054408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2054414.625000 Penalty: 3133.056152
	Iteration 41Q: 3 clusters Score -2054415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2054422.500000 Penalty: 3133.056152
	Iteration 42Q: 3 clusters Score -2054422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2054433.750000 Penalty: 3133.056152
	Iteration 43Q: 3 clusters Score -2054434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2054430.125000 Penalty: 3133.056152
	Iteration 44Q: 3 clusters Score -2054430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2054433.875000 Penalty: 3133.056152
	Iteration 45Q: 3 clusters Score -2054434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2054439.375000 Penalty: 3133.056152
	Iteration 46Q: 3 clusters Score -2054439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2054441.750000 Penalty: 3133.056152
	Iteration 47Q: 3 clusters Score -2054442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2054443.500000 Penalty: 3133.056152
	Iteration 48Q: 3 clusters Score -2054444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2054440.625000 Penalty: 3133.056152
	Iteration 49Q: 3 clusters Score -2054441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2054443.000000 Penalty: 3133.056152
	Iteration 50Q: 3 clusters Score -2054443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2054447.375000 Penalty: 3133.056152
	Iteration 51Q: 3 clusters Score -2054447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2054448.000000 Penalty: 3133.056152
	Iteration 52Q: 3 clusters Score -2054448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2054448.875000 Penalty: 3133.056152
	Iteration 53Q: 3 clusters Score -2054449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2054445.750000 Penalty: 3133.056152
	Iteration 54Q: 3 clusters Score -2054446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2054447.250000 Penalty: 3133.056152
	Iteration 55Q: 3 clusters Score -2054447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2054447.250000 Penalty: 3133.056152
	Iteration 56F: 3 clusters Score -2054447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -292802.093750 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -292802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290539.093750 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -290539.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291065.125000 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -291065.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291161.718750 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -291161.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291204.437500 Penalty: 2515.574707
	Iteration 3Q: 3 clusters Score -291204.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -291236.937500 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -291236.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -291264.281250 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -291264.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -291289.500000 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -291289.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -291310.812500 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -291310.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -291323.750000 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -291323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -291333.656250 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -291333.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -291347.281250 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -291347.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -291360.187500 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -291360.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -291377.187500 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -291377.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -291389.375000 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -291389.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291403.812500 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -291403.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -291418.281250 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -291418.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -291426.906250 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -291426.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -291435.437500 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -291435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -291442.468750 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -291442.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -291450.531250 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -291450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -291459.656250 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -291459.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -291472.281250 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -291472.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -291479.375000 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -291479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -291485.343750 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -291485.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -291493.906250 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -291493.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -291505.093750 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -291505.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -291519.625000 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -291519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -291528.218750 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -291528.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -291536.625000 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -291536.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -291543.093750 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -291543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -291548.906250 Penalty: 2515.574707
	Iteration 30Q: 3 clusters Score -291548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -291557.406250 Penalty: 2515.574707
	Iteration 31Q: 3 clusters Score -291557.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -291573.562500 Penalty: 2515.574707
	Iteration 32Q: 3 clusters Score -291573.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -291582.312500 Penalty: 2515.574707
	Iteration 33Q: 3 clusters Score -291582.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -291590.125000 Penalty: 2515.574707
	Iteration 34Q: 3 clusters Score -291590.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291595.312500 Penalty: 2515.574707
	Iteration 35Q: 3 clusters Score -291595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -291602.125000 Penalty: 2515.574707
	Iteration 36Q: 3 clusters Score -291602.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -291614.843750 Penalty: 2515.574707
	Iteration 37Q: 3 clusters Score -291614.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -291628.687500 Penalty: 2515.574707
	Iteration 38Q: 3 clusters Score -291628.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -291638.000000 Penalty: 2515.574707
	Iteration 39Q: 3 clusters Score -291638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -291646.187500 Penalty: 2515.574707
	Iteration 40F: 3 clusters Score -291646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -291656.250000 Penalty: 2515.574707
	Iteration 41Q: 3 clusters Score -291656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -291668.406250 Penalty: 2515.574707
	Iteration 42Q: 3 clusters Score -291668.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -291677.687500 Penalty: 2515.574707
	Iteration 43Q: 3 clusters Score -291677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -291682.687500 Penalty: 2515.574707
	Iteration 44Q: 3 clusters Score -291682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -291685.750000 Penalty: 2515.574707
	Iteration 45Q: 3 clusters Score -291685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -291688.562500 Penalty: 2515.574707
	Iteration 46Q: 3 clusters Score -291688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -291689.875000 Penalty: 2515.574707
	Iteration 47Q: 3 clusters Score -291689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -291690.562500 Penalty: 2515.574707
	Iteration 48Q: 3 clusters Score -291690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -291690.562500 Penalty: 2515.574707
	Iteration 49F: 3 clusters Score -291690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Entering Unmasked Estep 
Score: -10842172.000000 Penalty: 1838.286621
	Iteration 0F: 2 clusters Score -1.084217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -10791038.000000 Penalty: 3676.573242
	Iteration 0F: 3 clusters Score -1.079104e+07 nChanged 39071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -10813661.000000 Penalty: 3676.573242
	Iteration 1F: 3 clusters Score -1.081366e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -10814591.000000 Penalty: 3676.573242
	Iteration 2Q: 3 clusters Score -1.081459e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -10816030.000000 Penalty: 3676.573242
	Iteration 3Q: 3 clusters Score -1.081603e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -10818141.000000 Penalty: 3676.573242
	Iteration 4F: 3 clusters Score -1.081814e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -10821691.000000 Penalty: 3676.573242
	Iteration 5F: 3 clusters Score -1.082169e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -10826522.000000 Penalty: 3676.573242
	Iteration 6F: 3 clusters Score -1.082652e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -10831700.000000 Penalty: 3676.573242
	Iteration 7F: 3 clusters Score -1.08317e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -10836060.000000 Penalty: 3676.573242
	Iteration 8F: 3 clusters Score -1.083606e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -10838557.000000 Penalty: 3676.573242
	Iteration 9Q: 3 clusters Score -1.083856e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -10839621.000000 Penalty: 3676.573242
	Iteration 10Q: 3 clusters Score -1.083962e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -10840117.000000 Penalty: 3676.573242
	Iteration 11Q: 3 clusters Score -1.084012e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -10840339.000000 Penalty: 3676.573242
	Iteration 12Q: 3 clusters Score -1.084034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -10840447.000000 Penalty: 3676.573242
	Iteration 13Q: 3 clusters Score -1.084045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -10840489.000000 Penalty: 3676.573242
	Iteration 14Q: 3 clusters Score -1.084049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -10840512.000000 Penalty: 3676.573242
	Iteration 15Q: 3 clusters Score -1.084051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -10840558.000000 Penalty: 3676.573242
	Iteration 16Q: 3 clusters Score -1.084056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -10840563.000000 Penalty: 3676.573242
	Iteration 17Q: 3 clusters Score -1.084056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -10840579.000000 Penalty: 3676.573242
	Iteration 18Q: 3 clusters Score -1.084058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -10840578.000000 Penalty: 3676.573242
	Iteration 19Q: 3 clusters Score -1.084058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -10840580.000000 Penalty: 3676.573242
	Iteration 20F: 3 clusters Score -1.084058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -10840578.000000 Penalty: 3676.573242
	Iteration 21Q: 3 clusters Score -1.084058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -10840578.000000 Penalty: 3676.573242
	Iteration 22F: 3 clusters Score -1.084058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -230406.453125 Penalty: 1220.889038
	Iteration 0F: 2 clusters Score -230406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228425.125000 Penalty: 2441.778076
	Iteration 0F: 3 clusters Score -228425.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -228825.609375 Penalty: 2441.778076
	Iteration 1F: 3 clusters Score -228825.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228932.031250 Penalty: 2441.778076
	Iteration 2F: 3 clusters Score -228932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -229015.640625 Penalty: 2441.778076
	Iteration 3F: 3 clusters Score -229015.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229061.437500 Penalty: 2441.778076
	Iteration 4Q: 3 clusters Score -229061.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -229100.125000 Penalty: 2441.778076
	Iteration 5Q: 3 clusters Score -229100.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -229134.406250 Penalty: 2441.778076
	Iteration 6Q: 3 clusters Score -229134.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -229177.046875 Penalty: 2441.778076
	Iteration 7Q: 3 clusters Score -229177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229208.781250 Penalty: 2441.778076
	Iteration 8Q: 3 clusters Score -229208.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -229247.453125 Penalty: 2441.778076
	Iteration 9Q: 3 clusters Score -229247.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -229287.390625 Penalty: 2441.778076
	Iteration 10Q: 3 clusters Score -229287.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -229315.015625 Penalty: 2441.778076
	Iteration 11Q: 3 clusters Score -229315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -229337.515625 Penalty: 2441.778076
	Iteration 12Q: 3 clusters Score -229337.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -229355.500000 Penalty: 2441.778076
	Iteration 13Q: 3 clusters Score -229355.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -229378.484375 Penalty: 2441.778076
	Iteration 14Q: 3 clusters Score -229378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -229395.796875 Penalty: 2441.778076
	Iteration 15Q: 3 clusters Score -229395.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -229424.390625 Penalty: 2441.778076
	Iteration 16Q: 3 clusters Score -229424.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -229442.906250 Penalty: 2441.778076
	Iteration 17Q: 3 clusters Score -229442.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -229458.265625 Penalty: 2441.778076
	Iteration 18Q: 3 clusters Score -229458.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229467.640625 Penalty: 2441.778076
	Iteration 19Q: 3 clusters Score -229467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -229474.718750 Penalty: 2441.778076
	Iteration 20F: 3 clusters Score -229474.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -229482.750000 Penalty: 2441.778076
	Iteration 21Q: 3 clusters Score -229482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -229493.718750 Penalty: 2441.778076
	Iteration 22Q: 3 clusters Score -229493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -229502.890625 Penalty: 2441.778076
	Iteration 23Q: 3 clusters Score -229502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -229508.828125 Penalty: 2441.778076
	Iteration 24Q: 3 clusters Score -229508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -229511.984375 Penalty: 2441.778076
	Iteration 25Q: 3 clusters Score -229512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -229513.296875 Penalty: 2441.778076
	Iteration 26Q: 3 clusters Score -229513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -229513.234375 Penalty: 2441.778076
	Iteration 27Q: 3 clusters Score -229513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -229513.234375 Penalty: 2441.778076
	Iteration 28F: 3 clusters Score -229513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Entering Unmasked Estep 
Score: -5805055.500000 Penalty: 1736.016602
	Iteration 0F: 2 clusters Score -5805056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5775793.500000 Penalty: 3472.033203
	Iteration 0F: 3 clusters Score -5775794 nChanged 20430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5787395.000000 Penalty: 3472.033203
	Iteration 1F: 3 clusters Score -5787395 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5788057.500000 Penalty: 3472.033203
	Iteration 2Q: 3 clusters Score -5788058 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5788853.500000 Penalty: 3472.033203
	Iteration 3Q: 3 clusters Score -5788854 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5790002.000000 Penalty: 3472.033203
	Iteration 4F: 3 clusters Score -5790002 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5791591.500000 Penalty: 3472.033203
	Iteration 5F: 3 clusters Score -5791592 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -5794177.500000 Penalty: 3472.033203
	Iteration 6F: 3 clusters Score -5794178 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5797453.500000 Penalty: 3472.033203
	Iteration 7F: 3 clusters Score -5797454 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -5800068.500000 Penalty: 3472.033203
	Iteration 8F: 3 clusters Score -5800068 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -5801350.000000 Penalty: 3472.033203
	Iteration 9Q: 3 clusters Score -5801350 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5802135.500000 Penalty: 3472.033203
	Iteration 10Q: 3 clusters Score -5802136 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5802619.500000 Penalty: 3472.033203
	Iteration 11Q: 3 clusters Score -5802620 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -5802915.500000 Penalty: 3472.033203
	Iteration 12Q: 3 clusters Score -5802916 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5803070.000000 Penalty: 3472.033203
	Iteration 13Q: 3 clusters Score -5803070 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -5803168.000000 Penalty: 3472.033203
	Iteration 14Q: 3 clusters Score -5803168 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5803217.500000 Penalty: 3472.033203
	Iteration 15Q: 3 clusters Score -5803218 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -5803247.500000 Penalty: 3472.033203
	Iteration 16Q: 3 clusters Score -5803248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -5803250.000000 Penalty: 3472.033203
	Iteration 17Q: 3 clusters Score -5803250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5803234.500000 Penalty: 3472.033203
	Iteration 18Q: 3 clusters Score -5803234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -5803259.000000 Penalty: 3472.033203
	Iteration 19Q: 3 clusters Score -5803259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5803263.000000 Penalty: 3472.033203
	Iteration 20F: 3 clusters Score -5803263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -5803276.000000 Penalty: 3472.033203
	Iteration 21Q: 3 clusters Score -5803276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5803278.500000 Penalty: 3472.033203
	Iteration 22Q: 3 clusters Score -5803278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5803277.000000 Penalty: 3472.033203
	Iteration 23Q: 3 clusters Score -5803277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5803269.500000 Penalty: 3472.033203
	Iteration 24Q: 3 clusters Score -5803270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5803263.000000 Penalty: 3472.033203
	Iteration 25Q: 3 clusters Score -5803263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5803265.000000 Penalty: 3472.033203
	Iteration 26Q: 3 clusters Score -5803265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5803265.500000 Penalty: 3472.033203
	Iteration 27Q: 3 clusters Score -5803266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5803271.500000 Penalty: 3472.033203
	Iteration 28Q: 3 clusters Score -5803272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -5803260.500000 Penalty: 3472.033203
	Iteration 29Q: 3 clusters Score -5803260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -5803254.000000 Penalty: 3472.033203
	Iteration 30Q: 3 clusters Score -5803254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5803253.500000 Penalty: 3472.033203
	Iteration 31Q: 3 clusters Score -5803254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -5803265.000000 Penalty: 3472.033203
	Iteration 32Q: 3 clusters Score -5803265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -5803264.000000 Penalty: 3472.033203
	Iteration 33Q: 3 clusters Score -5803264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -5803268.000000 Penalty: 3472.033203
	Iteration 34Q: 3 clusters Score -5803268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -5803268.000000 Penalty: 3472.033203
	Iteration 35F: 3 clusters Score -5803268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (80127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Entering Unmasked Estep 
Score: -10594094.000000 Penalty: 1834.847412
	Iteration 0F: 2 clusters Score -1.059409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -10545164.000000 Penalty: 3669.694824
	Iteration 0F: 3 clusters Score -1.054516e+07 nChanged 38114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -10566764.000000 Penalty: 3669.694824
	Iteration 1F: 3 clusters Score -1.056676e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -10567389.000000 Penalty: 3669.694824
	Iteration 2Q: 3 clusters Score -1.056739e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -10568117.000000 Penalty: 3669.694824
	Iteration 3Q: 3 clusters Score -1.056812e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -10568895.000000 Penalty: 3669.694824
	Iteration 4Q: 3 clusters Score -1.05689e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -10570223.000000 Penalty: 3669.694824
	Iteration 5Q: 3 clusters Score -1.057022e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -10572504.000000 Penalty: 3669.694824
	Iteration 6F: 3 clusters Score -1.05725e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -10576144.000000 Penalty: 3669.694824
	Iteration 7F: 3 clusters Score -1.057614e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -10580901.000000 Penalty: 3669.694824
	Iteration 8F: 3 clusters Score -1.05809e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -10584705.000000 Penalty: 3669.694824
	Iteration 9F: 3 clusters Score -1.05847e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -10587564.000000 Penalty: 3669.694824
	Iteration 10F: 3 clusters Score -1.058756e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -10589707.000000 Penalty: 3669.694824
	Iteration 11Q: 3 clusters Score -1.058971e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -10590845.000000 Penalty: 3669.694824
	Iteration 12Q: 3 clusters Score -1.059084e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -10591594.000000 Penalty: 3669.694824
	Iteration 13Q: 3 clusters Score -1.059159e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -10591998.000000 Penalty: 3669.694824
	Iteration 14Q: 3 clusters Score -1.0592e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -10592218.000000 Penalty: 3669.694824
	Iteration 15Q: 3 clusters Score -1.059222e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -10592325.000000 Penalty: 3669.694824
	Iteration 16Q: 3 clusters Score -1.059232e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -10592365.000000 Penalty: 3669.694824
	Iteration 17Q: 3 clusters Score -1.059236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -10592394.000000 Penalty: 3669.694824
	Iteration 18Q: 3 clusters Score -1.059239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -10592415.000000 Penalty: 3669.694824
	Iteration 19Q: 3 clusters Score -1.059242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -10592413.000000 Penalty: 3669.694824
	Iteration 20F: 3 clusters Score -1.059241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -10592416.000000 Penalty: 3669.694824
	Iteration 21Q: 3 clusters Score -1.059242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -10592425.000000 Penalty: 3669.694824
	Iteration 22Q: 3 clusters Score -1.059242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -10592423.000000 Penalty: 3669.694824
	Iteration 23Q: 3 clusters Score -1.059242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -10592426.000000 Penalty: 3669.694824
	Iteration 24Q: 3 clusters Score -1.059243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -10592433.000000 Penalty: 3669.694824
	Iteration 25Q: 3 clusters Score -1.059243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -10592433.000000 Penalty: 3669.694824
	Iteration 26F: 3 clusters Score -1.059243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Entering Unmasked Estep 
Score: -1734028.250000 Penalty: 1547.302368
	Iteration 0F: 2 clusters Score -1734028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1724520.000000 Penalty: 3094.604736
	Iteration 0F: 3 clusters Score -1724520 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1727734.375000 Penalty: 3094.604736
	Iteration 1F: 3 clusters Score -1727734 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1728054.750000 Penalty: 3094.604736
	Iteration 2F: 3 clusters Score -1728055 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1728349.375000 Penalty: 3094.604736
	Iteration 3Q: 3 clusters Score -1728349 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1728637.000000 Penalty: 3094.604736
	Iteration 4Q: 3 clusters Score -1728637 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1728915.000000 Penalty: 3094.604736
	Iteration 5Q: 3 clusters Score -1728915 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1729177.250000 Penalty: 3094.604736
	Iteration 6Q: 3 clusters Score -1729177 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1729453.875000 Penalty: 3094.604736
	Iteration 7Q: 3 clusters Score -1729454 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1729723.500000 Penalty: 3094.604736
	Iteration 8Q: 3 clusters Score -1729724 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1729976.000000 Penalty: 3094.604736
	Iteration 9Q: 3 clusters Score -1729976 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1730193.875000 Penalty: 3094.604736
	Iteration 10Q: 3 clusters Score -1730194 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1730373.625000 Penalty: 3094.604736
	Iteration 11Q: 3 clusters Score -1730374 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1730564.125000 Penalty: 3094.604736
	Iteration 12Q: 3 clusters Score -1730564 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1730760.875000 Penalty: 3094.604736
	Iteration 13Q: 3 clusters Score -1730761 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1730973.500000 Penalty: 3094.604736
	Iteration 14Q: 3 clusters Score -1730974 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1731177.500000 Penalty: 3094.604736
	Iteration 15Q: 3 clusters Score -1731178 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1731363.250000 Penalty: 3094.604736
	Iteration 16Q: 3 clusters Score -1731363 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1731499.500000 Penalty: 3094.604736
	Iteration 17Q: 3 clusters Score -1731500 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1731636.000000 Penalty: 3094.604736
	Iteration 18Q: 3 clusters Score -1731636 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1731764.750000 Penalty: 3094.604736
	Iteration 19Q: 3 clusters Score -1731765 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1731849.125000 Penalty: 3094.604736
	Iteration 20F: 3 clusters Score -1731849 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1731924.375000 Penalty: 3094.604736
	Iteration 21Q: 3 clusters Score -1731924 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1731977.375000 Penalty: 3094.604736
	Iteration 22Q: 3 clusters Score -1731977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1732041.250000 Penalty: 3094.604736
	Iteration 23Q: 3 clusters Score -1732041 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1732085.750000 Penalty: 3094.604736
	Iteration 24Q: 3 clusters Score -1732086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1732125.875000 Penalty: 3094.604736
	Iteration 25Q: 3 clusters Score -1732126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1732159.125000 Penalty: 3094.604736
	Iteration 26Q: 3 clusters Score -1732159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1732188.500000 Penalty: 3094.604736
	Iteration 27Q: 3 clusters Score -1732188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1732224.375000 Penalty: 3094.604736
	Iteration 28Q: 3 clusters Score -1732224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1732259.875000 Penalty: 3094.604736
	Iteration 29Q: 3 clusters Score -1732260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1732306.000000 Penalty: 3094.604736
	Iteration 30Q: 3 clusters Score -1732306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1732347.000000 Penalty: 3094.604736
	Iteration 31Q: 3 clusters Score -1732347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1732385.875000 Penalty: 3094.604736
	Iteration 32Q: 3 clusters Score -1732386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1732415.000000 Penalty: 3094.604736
	Iteration 33Q: 3 clusters Score -1732415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1732448.125000 Penalty: 3094.604736
	Iteration 34Q: 3 clusters Score -1732448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1732478.625000 Penalty: 3094.604736
	Iteration 35Q: 3 clusters Score -1732479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1732503.500000 Penalty: 3094.604736
	Iteration 36Q: 3 clusters Score -1732504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1732536.625000 Penalty: 3094.604736
	Iteration 37Q: 3 clusters Score -1732537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1732562.000000 Penalty: 3094.604736
	Iteration 38Q: 3 clusters Score -1732562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1732584.875000 Penalty: 3094.604736
	Iteration 39Q: 3 clusters Score -1732585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1732602.250000 Penalty: 3094.604736
	Iteration 40F: 3 clusters Score -1732602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1732617.750000 Penalty: 3094.604736
	Iteration 41Q: 3 clusters Score -1732618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1732631.375000 Penalty: 3094.604736
	Iteration 42Q: 3 clusters Score -1732631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1732639.375000 Penalty: 3094.604736
	Iteration 43Q: 3 clusters Score -1732639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1732648.500000 Penalty: 3094.604736
	Iteration 44Q: 3 clusters Score -1732648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1732659.000000 Penalty: 3094.604736
	Iteration 45Q: 3 clusters Score -1732659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1732669.125000 Penalty: 3094.604736
	Iteration 46Q: 3 clusters Score -1732669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1732670.500000 Penalty: 3094.604736
	Iteration 47Q: 3 clusters Score -1732670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1732677.875000 Penalty: 3094.604736
	Iteration 48Q: 3 clusters Score -1732678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1732681.375000 Penalty: 3094.604736
	Iteration 49Q: 3 clusters Score -1732681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1732687.125000 Penalty: 3094.604736
	Iteration 50Q: 3 clusters Score -1732687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1732686.750000 Penalty: 3094.604736
	Iteration 51Q: 3 clusters Score -1732687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1732691.000000 Penalty: 3094.604736
	Iteration 52Q: 3 clusters Score -1732691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1732692.500000 Penalty: 3094.604736
	Iteration 53Q: 3 clusters Score -1732692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1732693.375000 Penalty: 3094.604736
	Iteration 54Q: 3 clusters Score -1732693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1732694.125000 Penalty: 3094.604736
	Iteration 55Q: 3 clusters Score -1732694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1732696.500000 Penalty: 3094.604736
	Iteration 56Q: 3 clusters Score -1732696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1732699.000000 Penalty: 3094.604736
	Iteration 57Q: 3 clusters Score -1732699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1732701.750000 Penalty: 3094.604736
	Iteration 58Q: 3 clusters Score -1732702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1732702.375000 Penalty: 3094.604736
	Iteration 59Q: 3 clusters Score -1732702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1732704.375000 Penalty: 3094.604736
	Iteration 60F: 3 clusters Score -1732704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1732704.125000 Penalty: 3094.604736
	Iteration 61Q: 3 clusters Score -1732704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1732705.875000 Penalty: 3094.604736
	Iteration 62Q: 3 clusters Score -1732706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1732705.500000 Penalty: 3094.604736
	Iteration 63Q: 3 clusters Score -1732706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1732707.500000 Penalty: 3094.604736
	Iteration 64Q: 3 clusters Score -1732708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1732712.125000 Penalty: 3094.604736
	Iteration 65Q: 3 clusters Score -1732712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1732715.250000 Penalty: 3094.604736
	Iteration 66Q: 3 clusters Score -1732715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1732715.500000 Penalty: 3094.604736
	Iteration 67Q: 3 clusters Score -1732716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1732719.250000 Penalty: 3094.604736
	Iteration 68Q: 3 clusters Score -1732719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1732721.875000 Penalty: 3094.604736
	Iteration 69Q: 3 clusters Score -1732722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1732721.250000 Penalty: 3094.604736
	Iteration 70Q: 3 clusters Score -1732721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1732722.375000 Penalty: 3094.604736
	Iteration 71Q: 3 clusters Score -1732722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1732728.250000 Penalty: 3094.604736
	Iteration 72Q: 3 clusters Score -1732728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1732729.500000 Penalty: 3094.604736
	Iteration 73Q: 3 clusters Score -1732730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1732729.125000 Penalty: 3094.604736
	Iteration 74Q: 3 clusters Score -1732729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1732731.000000 Penalty: 3094.604736
	Iteration 75Q: 3 clusters Score -1732731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1732737.500000 Penalty: 3094.604736
	Iteration 76Q: 3 clusters Score -1732738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1732738.500000 Penalty: 3094.604736
	Iteration 77Q: 3 clusters Score -1732738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1732745.375000 Penalty: 3094.604736
	Iteration 78Q: 3 clusters Score -1732745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1732747.750000 Penalty: 3094.604736
	Iteration 79Q: 3 clusters Score -1732748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1732751.125000 Penalty: 3094.604736
	Iteration 80F: 3 clusters Score -1732751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1732755.375000 Penalty: 3094.604736
	Iteration 81Q: 3 clusters Score -1732755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1732754.500000 Penalty: 3094.604736
	Iteration 82Q: 3 clusters Score -1732754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1732755.750000 Penalty: 3094.604736
	Iteration 83Q: 3 clusters Score -1732756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1732757.000000 Penalty: 3094.604736
	Iteration 84Q: 3 clusters Score -1732757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1732756.500000 Penalty: 3094.604736
	Iteration 85Q: 3 clusters Score -1732756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1732758.000000 Penalty: 3094.604736
	Iteration 86Q: 3 clusters Score -1732758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1732758.000000 Penalty: 3094.604736
	Iteration 87F: 3 clusters Score -1732758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -192395.984375 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -192396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190520.750000 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -190520.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191098.015625 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -191098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191308.953125 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -191309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -191463.750000 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -191463.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -191585.578125 Penalty: 2415.941650
	Iteration 4F: 3 clusters Score -191585.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -191696.187500 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -191696.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -191778.593750 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -191778.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191828.031250 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -191828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191866.296875 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -191866.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191896.781250 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -191896.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191907.265625 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -191907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -191912.796875 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -191912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -191917.312500 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -191917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191926.500000 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -191926.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191939.906250 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -191939.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191949.093750 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -191949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -191956.046875 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -191956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191961.828125 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -191961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -191966.578125 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -191966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191971.484375 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -191971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191973.171875 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -191973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191974.265625 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -191974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191975.421875 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -191975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191978.421875 Penalty: 2415.941650
	Iteration 23Q: 3 clusters Score -191978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -191985.390625 Penalty: 2415.941650
	Iteration 24Q: 3 clusters Score -191985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191989.687500 Penalty: 2415.941650
	Iteration 25Q: 3 clusters Score -191989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191990.671875 Penalty: 2415.941650
	Iteration 26Q: 3 clusters Score -191990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191990.671875 Penalty: 2415.941650
	Iteration 27F: 3 clusters Score -191990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9155.018555 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9155.019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9281.049805 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9281.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9330.304688 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9330.305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9375.205078 Penalty: 1550.472534
	Iteration 3F: 3 clusters Score -9375.205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9397.627930 Penalty: 1550.472534
	Iteration 4Q: 3 clusters Score -9397.628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9466.422852 Penalty: 1550.472534
	Iteration 5Q: 3 clusters Score -9466.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9466.422852 Penalty: 1550.472534
	Iteration 6F: 3 clusters Score -9466.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Entering Unmasked Estep 
Score: -9352364.000000 Penalty: 1820.484863
	Iteration 0F: 2 clusters Score -9352364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -9303704.000000 Penalty: 3640.969727
	Iteration 0F: 3 clusters Score -9303704 nChanged 34667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -9323920.000000 Penalty: 3640.969727
	Iteration 1F: 3 clusters Score -9323920 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -9325145.000000 Penalty: 3640.969727
	Iteration 2Q: 3 clusters Score -9325145 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -9327048.000000 Penalty: 3640.969727
	Iteration 3F: 3 clusters Score -9327048 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -9329327.000000 Penalty: 3640.969727
	Iteration 4F: 3 clusters Score -9329327 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -9332249.000000 Penalty: 3640.969727
	Iteration 5F: 3 clusters Score -9332249 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -9336054.000000 Penalty: 3640.969727
	Iteration 6F: 3 clusters Score -9336054 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -9340190.000000 Penalty: 3640.969727
	Iteration 7F: 3 clusters Score -9340190 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -9344101.000000 Penalty: 3640.969727
	Iteration 8F: 3 clusters Score -9344101 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -9347228.000000 Penalty: 3640.969727
	Iteration 9Q: 3 clusters Score -9347228 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -9349146.000000 Penalty: 3640.969727
	Iteration 10Q: 3 clusters Score -9349146 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -9350083.000000 Penalty: 3640.969727
	Iteration 11Q: 3 clusters Score -9350083 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -9350600.000000 Penalty: 3640.969727
	Iteration 12Q: 3 clusters Score -9350600 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -9350858.000000 Penalty: 3640.969727
	Iteration 13Q: 3 clusters Score -9350858 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -9350979.000000 Penalty: 3640.969727
	Iteration 14Q: 3 clusters Score -9350979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -9351082.000000 Penalty: 3640.969727
	Iteration 15Q: 3 clusters Score -9351082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -9351180.000000 Penalty: 3640.969727
	Iteration 16Q: 3 clusters Score -9351180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -9351234.000000 Penalty: 3640.969727
	Iteration 17Q: 3 clusters Score -9351234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -9351302.000000 Penalty: 3640.969727
	Iteration 18Q: 3 clusters Score -9351302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -9351358.000000 Penalty: 3640.969727
	Iteration 19Q: 3 clusters Score -9351358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -9351389.000000 Penalty: 3640.969727
	Iteration 20F: 3 clusters Score -9351389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9351423.000000 Penalty: 3640.969727
	Iteration 21Q: 3 clusters Score -9351423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9351435.000000 Penalty: 3640.969727
	Iteration 22Q: 3 clusters Score -9351435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -9351439.000000 Penalty: 3640.969727
	Iteration 23Q: 3 clusters Score -9351439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -9351449.000000 Penalty: 3640.969727
	Iteration 24Q: 3 clusters Score -9351449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -9351453.000000 Penalty: 3640.969727
	Iteration 25Q: 3 clusters Score -9351453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -9351455.000000 Penalty: 3640.969727
	Iteration 26Q: 3 clusters Score -9351455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9351446.000000 Penalty: 3640.969727
	Iteration 27Q: 3 clusters Score -9351446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9351446.000000 Penalty: 3640.969727
	Iteration 28Q: 3 clusters Score -9351446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -9351451.000000 Penalty: 3640.969727
	Iteration 29Q: 3 clusters Score -9351451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9351445.000000 Penalty: 3640.969727
	Iteration 30Q: 3 clusters Score -9351445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9351452.000000 Penalty: 3640.969727
	Iteration 31Q: 3 clusters Score -9351452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9351454.000000 Penalty: 3640.969727
	Iteration 32Q: 3 clusters Score -9351454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -9351450.000000 Penalty: 3640.969727
	Iteration 33Q: 3 clusters Score -9351450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9351454.000000 Penalty: 3640.969727
	Iteration 34Q: 3 clusters Score -9351454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9351454.000000 Penalty: 3640.969727
	Iteration 35F: 3 clusters Score -9351454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Entering Unmasked Estep 
Score: -816791.562500 Penalty: 1427.002686
	Iteration 0F: 2 clusters Score -816791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -811837.187500 Penalty: 2854.005371
	Iteration 0F: 3 clusters Score -811837.2 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -813351.250000 Penalty: 2854.005371
	Iteration 1F: 3 clusters Score -813351.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -813538.062500 Penalty: 2854.005371
	Iteration 2F: 3 clusters Score -813538.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -813674.312500 Penalty: 2854.005371
	Iteration 3Q: 3 clusters Score -813674.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -813770.562500 Penalty: 2854.005371
	Iteration 4Q: 3 clusters Score -813770.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -813858.062500 Penalty: 2854.005371
	Iteration 5Q: 3 clusters Score -813858.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -813935.375000 Penalty: 2854.005371
	Iteration 6Q: 3 clusters Score -813935.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -814018.312500 Penalty: 2854.005371
	Iteration 7Q: 3 clusters Score -814018.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -814122.437500 Penalty: 2854.005371
	Iteration 8Q: 3 clusters Score -814122.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -814226.687500 Penalty: 2854.005371
	Iteration 9Q: 3 clusters Score -814226.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -814334.437500 Penalty: 2854.005371
	Iteration 10Q: 3 clusters Score -814334.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -814458.750000 Penalty: 2854.005371
	Iteration 11Q: 3 clusters Score -814458.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -814621.875000 Penalty: 2854.005371
	Iteration 12Q: 3 clusters Score -814621.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -814826.562500 Penalty: 2854.005371
	Iteration 13Q: 3 clusters Score -814826.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -815029.312500 Penalty: 2854.005371
	Iteration 14Q: 3 clusters Score -815029.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -815229.000000 Penalty: 2854.005371
	Iteration 15Q: 3 clusters Score -815229 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -815399.562500 Penalty: 2854.005371
	Iteration 16Q: 3 clusters Score -815399.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -815554.187500 Penalty: 2854.005371
	Iteration 17Q: 3 clusters Score -815554.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -815731.187500 Penalty: 2854.005371
	Iteration 18Q: 3 clusters Score -815731.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -815901.500000 Penalty: 2854.005371
	Iteration 19Q: 3 clusters Score -815901.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -816085.687500 Penalty: 2854.005371
	Iteration 20F: 3 clusters Score -816085.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -816236.000000 Penalty: 2854.005371
	Iteration 21Q: 3 clusters Score -816236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -816324.625000 Penalty: 2854.005371
	Iteration 22Q: 3 clusters Score -816324.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -816372.062500 Penalty: 2854.005371
	Iteration 23Q: 3 clusters Score -816372.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -816393.687500 Penalty: 2854.005371
	Iteration 24Q: 3 clusters Score -816393.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -816402.875000 Penalty: 2854.005371
	Iteration 25Q: 3 clusters Score -816402.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -816409.312500 Penalty: 2854.005371
	Iteration 26Q: 3 clusters Score -816409.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -816412.812500 Penalty: 2854.005371
	Iteration 27Q: 3 clusters Score -816412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -816416.875000 Penalty: 2854.005371
	Iteration 28Q: 3 clusters Score -816416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -816416.000000 Penalty: 2854.005371
	Iteration 29Q: 3 clusters Score -816416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -816418.500000 Penalty: 2854.005371
	Iteration 30Q: 3 clusters Score -816418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -816418.500000 Penalty: 2854.005371
	Iteration 31Q: 3 clusters Score -816418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -816418.500000 Penalty: 2854.005371
	Iteration 32F: 3 clusters Score -816418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (62335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Entering Unmasked Estep 
Score: -8293271.500000 Penalty: 1794.045288
	Iteration 0F: 2 clusters Score -8293272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -8252310.500000 Penalty: 3588.090576
	Iteration 0F: 3 clusters Score -8252310 nChanged 29533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -8269130.000000 Penalty: 3588.090576
	Iteration 1F: 3 clusters Score -8269130 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8269609.500000 Penalty: 3588.090576
	Iteration 2Q: 3 clusters Score -8269610 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -8270178.500000 Penalty: 3588.090576
	Iteration 3Q: 3 clusters Score -8270178 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8270789.500000 Penalty: 3588.090576
	Iteration 4Q: 3 clusters Score -8270790 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -8271440.500000 Penalty: 3588.090576
	Iteration 5Q: 3 clusters Score -8271440 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -8272065.000000 Penalty: 3588.090576
	Iteration 6Q: 3 clusters Score -8272065 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8272784.000000 Penalty: 3588.090576
	Iteration 7Q: 3 clusters Score -8272784 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8273429.500000 Penalty: 3588.090576
	Iteration 8Q: 3 clusters Score -8273430 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -8274219.000000 Penalty: 3588.090576
	Iteration 9Q: 3 clusters Score -8274219 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -8275095.500000 Penalty: 3588.090576
	Iteration 10Q: 3 clusters Score -8275096 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -8276155.000000 Penalty: 3588.090576
	Iteration 11Q: 3 clusters Score -8276155 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -8277366.000000 Penalty: 3588.090576
	Iteration 12Q: 3 clusters Score -8277366 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -8278911.500000 Penalty: 3588.090576
	Iteration 13Q: 3 clusters Score -8278912 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8280284.500000 Penalty: 3588.090576
	Iteration 14Q: 3 clusters Score -8280284 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8281228.500000 Penalty: 3588.090576
	Iteration 15Q: 3 clusters Score -8281228 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8281572.000000 Penalty: 3588.090576
	Iteration 16Q: 3 clusters Score -8281572 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -8281757.000000 Penalty: 3588.090576
	Iteration 17Q: 3 clusters Score -8281757 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -8281829.000000 Penalty: 3588.090576
	Iteration 18Q: 3 clusters Score -8281829 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8281870.500000 Penalty: 3588.090576
	Iteration 19Q: 3 clusters Score -8281870 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -8281924.500000 Penalty: 3588.090576
	Iteration 20F: 3 clusters Score -8281924 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8281953.500000 Penalty: 3588.090576
	Iteration 21Q: 3 clusters Score -8281954 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -8281973.000000 Penalty: 3588.090576
	Iteration 22Q: 3 clusters Score -8281973 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -8282045.000000 Penalty: 3588.090576
	Iteration 23Q: 3 clusters Score -8282045 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -8282098.000000 Penalty: 3588.090576
	Iteration 24Q: 3 clusters Score -8282098 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8282182.000000 Penalty: 3588.090576
	Iteration 25Q: 3 clusters Score -8282182 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8282217.500000 Penalty: 3588.090576
	Iteration 26Q: 3 clusters Score -8282218 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -8282263.000000 Penalty: 3588.090576
	Iteration 27Q: 3 clusters Score -8282263 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -8282377.000000 Penalty: 3588.090576
	Iteration 28Q: 3 clusters Score -8282377 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -8282428.000000 Penalty: 3588.090576
	Iteration 29Q: 3 clusters Score -8282428 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -8282556.500000 Penalty: 3588.090576
	Iteration 30Q: 3 clusters Score -8282556 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -8282663.000000 Penalty: 3588.090576
	Iteration 31Q: 3 clusters Score -8282663 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8282733.000000 Penalty: 3588.090576
	Iteration 32Q: 3 clusters Score -8282733 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -8282878.000000 Penalty: 3588.090576
	Iteration 33Q: 3 clusters Score -8282878 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -8282986.000000 Penalty: 3588.090576
	Iteration 34Q: 3 clusters Score -8282986 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8283124.500000 Penalty: 3588.090576
	Iteration 35Q: 3 clusters Score -8283124 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -8283272.000000 Penalty: 3588.090576
	Iteration 36Q: 3 clusters Score -8283272 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8283514.500000 Penalty: 3588.090576
	Iteration 37Q: 3 clusters Score -8283514 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8283735.000000 Penalty: 3588.090576
	Iteration 38Q: 3 clusters Score -8283735 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8283948.500000 Penalty: 3588.090576
	Iteration 39Q: 3 clusters Score -8283948 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8284138.000000 Penalty: 3588.090576
	Iteration 40F: 3 clusters Score -8284138 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -8284342.500000 Penalty: 3588.090576
	Iteration 41Q: 3 clusters Score -8284342 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -8284611.000000 Penalty: 3588.090576
	Iteration 42Q: 3 clusters Score -8284611 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -8284955.000000 Penalty: 3588.090576
	Iteration 43Q: 3 clusters Score -8284955 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -8285248.500000 Penalty: 3588.090576
	Iteration 44Q: 3 clusters Score -8285248 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -8285628.000000 Penalty: 3588.090576
	Iteration 45Q: 3 clusters Score -8285628 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -8286071.500000 Penalty: 3588.090576
	Iteration 46Q: 3 clusters Score -8286072 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -8286471.500000 Penalty: 3588.090576
	Iteration 47Q: 3 clusters Score -8286472 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -8287006.500000 Penalty: 3588.090576
	Iteration 48Q: 3 clusters Score -8287006 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -8287596.500000 Penalty: 3588.090576
	Iteration 49Q: 3 clusters Score -8287596 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -8288090.500000 Penalty: 3588.090576
	Iteration 50Q: 3 clusters Score -8288090 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -8288662.500000 Penalty: 3588.090576
	Iteration 51Q: 3 clusters Score -8288662 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -8289219.500000 Penalty: 3588.090576
	Iteration 52Q: 3 clusters Score -8289220 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -8289723.000000 Penalty: 3588.090576
	Iteration 53Q: 3 clusters Score -8289723 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -8290168.000000 Penalty: 3588.090576
	Iteration 54Q: 3 clusters Score -8290168 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -8290535.000000 Penalty: 3588.090576
	Iteration 55Q: 3 clusters Score -8290535 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -8290892.000000 Penalty: 3588.090576
	Iteration 56Q: 3 clusters Score -8290892 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -8291119.500000 Penalty: 3588.090576
	Iteration 57Q: 3 clusters Score -8291120 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -8291298.000000 Penalty: 3588.090576
	Iteration 58Q: 3 clusters Score -8291298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -8291439.500000 Penalty: 3588.090576
	Iteration 59Q: 3 clusters Score -8291440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -8291517.500000 Penalty: 3588.090576
	Iteration 60F: 3 clusters Score -8291518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -8291579.500000 Penalty: 3588.090576
	Iteration 61Q: 3 clusters Score -8291580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -8291609.500000 Penalty: 3588.090576
	Iteration 62Q: 3 clusters Score -8291610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -8291622.500000 Penalty: 3588.090576
	Iteration 63Q: 3 clusters Score -8291622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -8291652.000000 Penalty: 3588.090576
	Iteration 64Q: 3 clusters Score -8291652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -8291681.000000 Penalty: 3588.090576
	Iteration 65Q: 3 clusters Score -8291681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -8291683.500000 Penalty: 3588.090576
	Iteration 66Q: 3 clusters Score -8291684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -8291686.000000 Penalty: 3588.090576
	Iteration 67Q: 3 clusters Score -8291686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -8291680.500000 Penalty: 3588.090576
	Iteration 68Q: 3 clusters Score -8291680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -8291683.000000 Penalty: 3588.090576
	Iteration 69Q: 3 clusters Score -8291683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -8291683.500000 Penalty: 3588.090576
	Iteration 70Q: 3 clusters Score -8291684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8291678.000000 Penalty: 3588.090576
	Iteration 71Q: 3 clusters Score -8291678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8291678.000000 Penalty: 3588.090576
	Iteration 72F: 3 clusters Score -8291678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Entering Unmasked Estep 
Score: -1461701.375000 Penalty: 1515.545410
	Iteration 0F: 2 clusters Score -1461701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1453778.625000 Penalty: 3031.090820
	Iteration 0F: 3 clusters Score -1453779 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1456351.250000 Penalty: 3031.090820
	Iteration 1F: 3 clusters Score -1456351 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1456644.625000 Penalty: 3031.090820
	Iteration 2F: 3 clusters Score -1456645 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1456920.125000 Penalty: 3031.090820
	Iteration 3F: 3 clusters Score -1456920 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1457205.000000 Penalty: 3031.090820
	Iteration 4F: 3 clusters Score -1457205 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1457521.250000 Penalty: 3031.090820
	Iteration 5F: 3 clusters Score -1457521 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1457850.875000 Penalty: 3031.090820
	Iteration 6F: 3 clusters Score -1457851 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1458156.500000 Penalty: 3031.090820
	Iteration 7Q: 3 clusters Score -1458156 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1458439.125000 Penalty: 3031.090820
	Iteration 8Q: 3 clusters Score -1458439 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1458675.000000 Penalty: 3031.090820
	Iteration 9Q: 3 clusters Score -1458675 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1458849.875000 Penalty: 3031.090820
	Iteration 10Q: 3 clusters Score -1458850 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1458988.375000 Penalty: 3031.090820
	Iteration 11Q: 3 clusters Score -1458988 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1459101.750000 Penalty: 3031.090820
	Iteration 12Q: 3 clusters Score -1459102 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1459217.000000 Penalty: 3031.090820
	Iteration 13Q: 3 clusters Score -1459217 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1459336.375000 Penalty: 3031.090820
	Iteration 14Q: 3 clusters Score -1459336 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1459465.000000 Penalty: 3031.090820
	Iteration 15Q: 3 clusters Score -1459465 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1459601.750000 Penalty: 3031.090820
	Iteration 16Q: 3 clusters Score -1459602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1459722.000000 Penalty: 3031.090820
	Iteration 17Q: 3 clusters Score -1459722 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1459823.750000 Penalty: 3031.090820
	Iteration 18Q: 3 clusters Score -1459824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1459889.125000 Penalty: 3031.090820
	Iteration 19Q: 3 clusters Score -1459889 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1459946.000000 Penalty: 3031.090820
	Iteration 20F: 3 clusters Score -1459946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1460000.125000 Penalty: 3031.090820
	Iteration 21Q: 3 clusters Score -1460000 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1460041.875000 Penalty: 3031.090820
	Iteration 22Q: 3 clusters Score -1460042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1460079.500000 Penalty: 3031.090820
	Iteration 23Q: 3 clusters Score -1460080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1460112.500000 Penalty: 3031.090820
	Iteration 24Q: 3 clusters Score -1460112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1460142.375000 Penalty: 3031.090820
	Iteration 25Q: 3 clusters Score -1460142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1460167.375000 Penalty: 3031.090820
	Iteration 26Q: 3 clusters Score -1460167 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1460195.750000 Penalty: 3031.090820
	Iteration 27Q: 3 clusters Score -1460196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1460222.875000 Penalty: 3031.090820
	Iteration 28Q: 3 clusters Score -1460223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1460227.375000 Penalty: 3031.090820
	Iteration 29Q: 3 clusters Score -1460227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1460239.250000 Penalty: 3031.090820
	Iteration 30Q: 3 clusters Score -1460239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1460242.875000 Penalty: 3031.090820
	Iteration 31Q: 3 clusters Score -1460243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1460252.875000 Penalty: 3031.090820
	Iteration 32Q: 3 clusters Score -1460253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1460256.375000 Penalty: 3031.090820
	Iteration 33Q: 3 clusters Score -1460256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1460257.750000 Penalty: 3031.090820
	Iteration 34Q: 3 clusters Score -1460258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1460265.750000 Penalty: 3031.090820
	Iteration 35Q: 3 clusters Score -1460266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1460266.250000 Penalty: 3031.090820
	Iteration 36Q: 3 clusters Score -1460266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1460272.375000 Penalty: 3031.090820
	Iteration 37Q: 3 clusters Score -1460272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1460280.625000 Penalty: 3031.090820
	Iteration 38Q: 3 clusters Score -1460281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1460280.875000 Penalty: 3031.090820
	Iteration 39Q: 3 clusters Score -1460281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1460283.500000 Penalty: 3031.090820
	Iteration 40F: 3 clusters Score -1460284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1460285.125000 Penalty: 3031.090820
	Iteration 41Q: 3 clusters Score -1460285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1460285.875000 Penalty: 3031.090820
	Iteration 42Q: 3 clusters Score -1460286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1460290.625000 Penalty: 3031.090820
	Iteration 43Q: 3 clusters Score -1460291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1460294.875000 Penalty: 3031.090820
	Iteration 44Q: 3 clusters Score -1460295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1460295.000000 Penalty: 3031.090820
	Iteration 45Q: 3 clusters Score -1460295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1460300.625000 Penalty: 3031.090820
	Iteration 46Q: 3 clusters Score -1460301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1460300.500000 Penalty: 3031.090820
	Iteration 47Q: 3 clusters Score -1460300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1460306.625000 Penalty: 3031.090820
	Iteration 48Q: 3 clusters Score -1460307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1460303.250000 Penalty: 3031.090820
	Iteration 49Q: 3 clusters Score -1460303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1460305.000000 Penalty: 3031.090820
	Iteration 50Q: 3 clusters Score -1460305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1460311.250000 Penalty: 3031.090820
	Iteration 51Q: 3 clusters Score -1460311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1460311.000000 Penalty: 3031.090820
	Iteration 52Q: 3 clusters Score -1460311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1460312.500000 Penalty: 3031.090820
	Iteration 53Q: 3 clusters Score -1460312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1460313.500000 Penalty: 3031.090820
	Iteration 54Q: 3 clusters Score -1460314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1460314.750000 Penalty: 3031.090820
	Iteration 55Q: 3 clusters Score -1460315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1460316.375000 Penalty: 3031.090820
	Iteration 56Q: 3 clusters Score -1460316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1460319.500000 Penalty: 3031.090820
	Iteration 57Q: 3 clusters Score -1460320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1460321.375000 Penalty: 3031.090820
	Iteration 58Q: 3 clusters Score -1460321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1460319.750000 Penalty: 3031.090820
	Iteration 59Q: 3 clusters Score -1460320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1460320.375000 Penalty: 3031.090820
	Iteration 60F: 3 clusters Score -1460320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1460320.250000 Penalty: 3031.090820
	Iteration 61Q: 3 clusters Score -1460320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1460319.000000 Penalty: 3031.090820
	Iteration 62Q: 3 clusters Score -1460319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1460324.000000 Penalty: 3031.090820
	Iteration 63Q: 3 clusters Score -1460324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1460324.375000 Penalty: 3031.090820
	Iteration 64Q: 3 clusters Score -1460324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1460323.250000 Penalty: 3031.090820
	Iteration 65Q: 3 clusters Score -1460323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1460324.750000 Penalty: 3031.090820
	Iteration 66Q: 3 clusters Score -1460325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1460327.750000 Penalty: 3031.090820
	Iteration 67Q: 3 clusters Score -1460328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1460326.250000 Penalty: 3031.090820
	Iteration 68Q: 3 clusters Score -1460326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1460327.125000 Penalty: 3031.090820
	Iteration 69Q: 3 clusters Score -1460327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1460328.000000 Penalty: 3031.090820
	Iteration 70Q: 3 clusters Score -1460328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1460327.875000 Penalty: 3031.090820
	Iteration 71Q: 3 clusters Score -1460328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1460327.500000 Penalty: 3031.090820
	Iteration 72Q: 3 clusters Score -1460328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1460327.250000 Penalty: 3031.090820
	Iteration 73Q: 3 clusters Score -1460327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1460327.875000 Penalty: 3031.090820
	Iteration 74Q: 3 clusters Score -1460328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1460329.625000 Penalty: 3031.090820
	Iteration 75Q: 3 clusters Score -1460330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1460331.250000 Penalty: 3031.090820
	Iteration 76Q: 3 clusters Score -1460331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1460332.500000 Penalty: 3031.090820
	Iteration 77Q: 3 clusters Score -1460332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1460338.250000 Penalty: 3031.090820
	Iteration 78Q: 3 clusters Score -1460338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1460340.125000 Penalty: 3031.090820
	Iteration 79Q: 3 clusters Score -1460340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1460340.000000 Penalty: 3031.090820
	Iteration 80F: 3 clusters Score -1460340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1460339.750000 Penalty: 3031.090820
	Iteration 81Q: 3 clusters Score -1460340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1460342.250000 Penalty: 3031.090820
	Iteration 82Q: 3 clusters Score -1460342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1460342.125000 Penalty: 3031.090820
	Iteration 83Q: 3 clusters Score -1460342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1460343.250000 Penalty: 3031.090820
	Iteration 84Q: 3 clusters Score -1460343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1460344.250000 Penalty: 3031.090820
	Iteration 85Q: 3 clusters Score -1460344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1460344.125000 Penalty: 3031.090820
	Iteration 86Q: 3 clusters Score -1460344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1460344.250000 Penalty: 3031.090820
	Iteration 87Q: 3 clusters Score -1460344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1460344.750000 Penalty: 3031.090820
	Iteration 88Q: 3 clusters Score -1460345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1460343.500000 Penalty: 3031.090820
	Iteration 89Q: 3 clusters Score -1460344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1460343.500000 Penalty: 3031.090820
	Iteration 90F: 3 clusters Score -1460344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37519.410156 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37519.41 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37739.015625 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37739.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37841.792969 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -37841.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37993.906250 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -37993.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38120.929688 Penalty: 1921.008911
	Iteration 4F: 3 clusters Score -38120.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38171.210938 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -38171.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38180.648438 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -38180.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38182.640625 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -38182.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38182.640625 Penalty: 1921.008911
	Iteration 8F: 3 clusters Score -38182.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92522.953125 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92522.95 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92739.796875 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92739.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92814.273438 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92814.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92862.125000 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92862.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92917.695312 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92917.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92978.015625 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92978.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93039.500000 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -93039.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93074.679688 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -93074.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93086.039062 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -93086.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93089.789062 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -93089.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93096.492188 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -93096.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93100.343750 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -93100.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -93104.039062 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -93104.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93108.773438 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -93108.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -93114.351562 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -93114.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93117.367188 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -93117.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93119.132812 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -93119.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93119.132812 Penalty: 2154.972168
	Iteration 17F: 3 clusters Score -93119.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (66143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Entering Unmasked Estep 
Score: -8794834.000000 Penalty: 1803.680786
	Iteration 0F: 2 clusters Score -8794834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -8751448.000000 Penalty: 3607.361572
	Iteration 0F: 3 clusters Score -8751448 nChanged 31343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -8769336.000000 Penalty: 3607.361572
	Iteration 1F: 3 clusters Score -8769336 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -8769979.000000 Penalty: 3607.361572
	Iteration 2Q: 3 clusters Score -8769979 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -8770884.000000 Penalty: 3607.361572
	Iteration 3Q: 3 clusters Score -8770884 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -8772497.000000 Penalty: 3607.361572
	Iteration 4Q: 3 clusters Score -8772497 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8775421.000000 Penalty: 3607.361572
	Iteration 5F: 3 clusters Score -8775421 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -8779892.000000 Penalty: 3607.361572
	Iteration 6F: 3 clusters Score -8779892 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -8785465.000000 Penalty: 3607.361572
	Iteration 7F: 3 clusters Score -8785465 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -8790069.000000 Penalty: 3607.361572
	Iteration 8F: 3 clusters Score -8790069 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -8792168.000000 Penalty: 3607.361572
	Iteration 9Q: 3 clusters Score -8792168 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -8792895.000000 Penalty: 3607.361572
	Iteration 10Q: 3 clusters Score -8792895 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -8793056.000000 Penalty: 3607.361572
	Iteration 11Q: 3 clusters Score -8793056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -8793133.000000 Penalty: 3607.361572
	Iteration 12Q: 3 clusters Score -8793133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -8793171.000000 Penalty: 3607.361572
	Iteration 13Q: 3 clusters Score -8793171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -8793207.000000 Penalty: 3607.361572
	Iteration 14Q: 3 clusters Score -8793207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -8793225.000000 Penalty: 3607.361572
	Iteration 15Q: 3 clusters Score -8793225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -8793236.000000 Penalty: 3607.361572
	Iteration 16Q: 3 clusters Score -8793236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8793242.000000 Penalty: 3607.361572
	Iteration 17Q: 3 clusters Score -8793242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8793242.000000 Penalty: 3607.361572
	Iteration 18F: 3 clusters Score -8793242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Entering Unmasked Estep 
Score: -1871321.125000 Penalty: 1553.753662
	Iteration 0F: 2 clusters Score -1871321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1861470.625000 Penalty: 3107.507324
	Iteration 0F: 3 clusters Score -1861471 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1864910.875000 Penalty: 3107.507324
	Iteration 1F: 3 clusters Score -1864911 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1865322.750000 Penalty: 3107.507324
	Iteration 2F: 3 clusters Score -1865323 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1865873.750000 Penalty: 3107.507324
	Iteration 3F: 3 clusters Score -1865874 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1866663.125000 Penalty: 3107.507324
	Iteration 4F: 3 clusters Score -1866663 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1867679.750000 Penalty: 3107.507324
	Iteration 5F: 3 clusters Score -1867680 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1868772.750000 Penalty: 3107.507324
	Iteration 6F: 3 clusters Score -1868773 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1869737.375000 Penalty: 3107.507324
	Iteration 7F: 3 clusters Score -1869737 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1870268.250000 Penalty: 3107.507324
	Iteration 8Q: 3 clusters Score -1870268 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1870483.625000 Penalty: 3107.507324
	Iteration 9Q: 3 clusters Score -1870484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1870576.750000 Penalty: 3107.507324
	Iteration 10Q: 3 clusters Score -1870577 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1870619.375000 Penalty: 3107.507324
	Iteration 11Q: 3 clusters Score -1870619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1870653.125000 Penalty: 3107.507324
	Iteration 12Q: 3 clusters Score -1870653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1870671.000000 Penalty: 3107.507324
	Iteration 13Q: 3 clusters Score -1870671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1870678.750000 Penalty: 3107.507324
	Iteration 14Q: 3 clusters Score -1870679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1870685.250000 Penalty: 3107.507324
	Iteration 15Q: 3 clusters Score -1870685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1870686.125000 Penalty: 3107.507324
	Iteration 16Q: 3 clusters Score -1870686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1870687.000000 Penalty: 3107.507324
	Iteration 17Q: 3 clusters Score -1870687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1870685.625000 Penalty: 3107.507324
	Iteration 18Q: 3 clusters Score -1870686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1870689.750000 Penalty: 3107.507324
	Iteration 19Q: 3 clusters Score -1870690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1870693.875000 Penalty: 3107.507324
	Iteration 20F: 3 clusters Score -1870694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1870694.125000 Penalty: 3107.507324
	Iteration 21Q: 3 clusters Score -1870694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1870694.875000 Penalty: 3107.507324
	Iteration 22Q: 3 clusters Score -1870695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1870697.750000 Penalty: 3107.507324
	Iteration 23Q: 3 clusters Score -1870698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1870698.000000 Penalty: 3107.507324
	Iteration 24Q: 3 clusters Score -1870698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1870701.500000 Penalty: 3107.507324
	Iteration 25Q: 3 clusters Score -1870702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1870702.375000 Penalty: 3107.507324
	Iteration 26Q: 3 clusters Score -1870702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1870702.750000 Penalty: 3107.507324
	Iteration 27Q: 3 clusters Score -1870703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1870703.750000 Penalty: 3107.507324
	Iteration 28Q: 3 clusters Score -1870704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1870703.750000 Penalty: 3107.507324
	Iteration 29F: 3 clusters Score -1870704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -373092.343750 Penalty: 1294.175293
	Iteration 0F: 2 clusters Score -373092.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -370406.093750 Penalty: 2588.350586
	Iteration 0F: 3 clusters Score -370406.1 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -371007.906250 Penalty: 2588.350586
	Iteration 1F: 3 clusters Score -371007.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -371175.125000 Penalty: 2588.350586
	Iteration 2F: 3 clusters Score -371175.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -371293.656250 Penalty: 2588.350586
	Iteration 3F: 3 clusters Score -371293.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -371378.031250 Penalty: 2588.350586
	Iteration 4Q: 3 clusters Score -371378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -371449.875000 Penalty: 2588.350586
	Iteration 5Q: 3 clusters Score -371449.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -371509.906250 Penalty: 2588.350586
	Iteration 6Q: 3 clusters Score -371509.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371563.875000 Penalty: 2588.350586
	Iteration 7Q: 3 clusters Score -371563.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -371625.625000 Penalty: 2588.350586
	Iteration 8Q: 3 clusters Score -371625.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -371672.031250 Penalty: 2588.350586
	Iteration 9Q: 3 clusters Score -371672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -371719.687500 Penalty: 2588.350586
	Iteration 10Q: 3 clusters Score -371719.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -371757.000000 Penalty: 2588.350586
	Iteration 11Q: 3 clusters Score -371757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -371798.000000 Penalty: 2588.350586
	Iteration 12Q: 3 clusters Score -371798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -371835.156250 Penalty: 2588.350586
	Iteration 13Q: 3 clusters Score -371835.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -371879.687500 Penalty: 2588.350586
	Iteration 14Q: 3 clusters Score -371879.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -371927.406250 Penalty: 2588.350586
	Iteration 15Q: 3 clusters Score -371927.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -371958.500000 Penalty: 2588.350586
	Iteration 16Q: 3 clusters Score -371958.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -371983.687500 Penalty: 2588.350586
	Iteration 17Q: 3 clusters Score -371983.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -372005.125000 Penalty: 2588.350586
	Iteration 18Q: 3 clusters Score -372005.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -372022.125000 Penalty: 2588.350586
	Iteration 19Q: 3 clusters Score -372022.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -372031.062500 Penalty: 2588.350586
	Iteration 20F: 3 clusters Score -372031.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -372039.062500 Penalty: 2588.350586
	Iteration 21Q: 3 clusters Score -372039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -372043.125000 Penalty: 2588.350586
	Iteration 22Q: 3 clusters Score -372043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -372047.437500 Penalty: 2588.350586
	Iteration 23Q: 3 clusters Score -372047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -372052.218750 Penalty: 2588.350586
	Iteration 24Q: 3 clusters Score -372052.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -372058.468750 Penalty: 2588.350586
	Iteration 25Q: 3 clusters Score -372058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -372064.968750 Penalty: 2588.350586
	Iteration 26Q: 3 clusters Score -372065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -372072.125000 Penalty: 2588.350586
	Iteration 27Q: 3 clusters Score -372072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -372074.750000 Penalty: 2588.350586
	Iteration 28Q: 3 clusters Score -372074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -372080.843750 Penalty: 2588.350586
	Iteration 29Q: 3 clusters Score -372080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -372085.937500 Penalty: 2588.350586
	Iteration 30Q: 3 clusters Score -372085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -372091.375000 Penalty: 2588.350586
	Iteration 31Q: 3 clusters Score -372091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -372094.937500 Penalty: 2588.350586
	Iteration 32Q: 3 clusters Score -372094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -372099.343750 Penalty: 2588.350586
	Iteration 33Q: 3 clusters Score -372099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -372101.687500 Penalty: 2588.350586
	Iteration 34Q: 3 clusters Score -372101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -372103.218750 Penalty: 2588.350586
	Iteration 35Q: 3 clusters Score -372103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -372104.312500 Penalty: 2588.350586
	Iteration 36Q: 3 clusters Score -372104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -372104.125000 Penalty: 2588.350586
	Iteration 37Q: 3 clusters Score -372104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -372104.875000 Penalty: 2588.350586
	Iteration 38Q: 3 clusters Score -372104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -372105.500000 Penalty: 2588.350586
	Iteration 39Q: 3 clusters Score -372105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -372106.093750 Penalty: 2588.350586
	Iteration 40F: 3 clusters Score -372106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5398.381836 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5398.382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5434.294922 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5434.295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5441.869629 Penalty: 1443.861694
	Iteration 2Q: 3 clusters Score -5441.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5454.479004 Penalty: 1443.861694
	Iteration 3Q: 3 clusters Score -5454.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5459.947754 Penalty: 1443.861694
	Iteration 4Q: 3 clusters Score -5459.948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5477.850098 Penalty: 1443.861694
	Iteration 5Q: 3 clusters Score -5477.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5485.307129 Penalty: 1443.861694
	Iteration 6F: 3 clusters Score -5485.307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5499.661133 Penalty: 1443.861694
	Iteration 7Q: 3 clusters Score -5499.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5499.661133 Penalty: 1443.861694
	Iteration 8F: 3 clusters Score -5499.661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Entering Unmasked Estep 
Score: -5014574.000000 Penalty: 1712.928101
	Iteration 0F: 2 clusters Score -5014574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4989154.500000 Penalty: 3425.856201
	Iteration 0F: 3 clusters Score -4989154 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4998892.500000 Penalty: 3425.856201
	Iteration 1F: 3 clusters Score -4998892 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4999237.000000 Penalty: 3425.856201
	Iteration 2Q: 3 clusters Score -4999237 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4999550.500000 Penalty: 3425.856201
	Iteration 3Q: 3 clusters Score -4999550 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5000052.000000 Penalty: 3425.856201
	Iteration 4Q: 3 clusters Score -5000052 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5000768.500000 Penalty: 3425.856201
	Iteration 5Q: 3 clusters Score -5000768 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -5002004.500000 Penalty: 3425.856201
	Iteration 6F: 3 clusters Score -5002004 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -5003926.500000 Penalty: 3425.856201
	Iteration 7F: 3 clusters Score -5003926 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -5006530.500000 Penalty: 3425.856201
	Iteration 8F: 3 clusters Score -5006530 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5009222.000000 Penalty: 3425.856201
	Iteration 9F: 3 clusters Score -5009222 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5011225.000000 Penalty: 3425.856201
	Iteration 10F: 3 clusters Score -5011225 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5012255.000000 Penalty: 3425.856201
	Iteration 11Q: 3 clusters Score -5012255 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5012648.000000 Penalty: 3425.856201
	Iteration 12Q: 3 clusters Score -5012648 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5012830.500000 Penalty: 3425.856201
	Iteration 13Q: 3 clusters Score -5012830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5012925.500000 Penalty: 3425.856201
	Iteration 14Q: 3 clusters Score -5012926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5012957.000000 Penalty: 3425.856201
	Iteration 15Q: 3 clusters Score -5012957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5012986.000000 Penalty: 3425.856201
	Iteration 16Q: 3 clusters Score -5012986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5012995.000000 Penalty: 3425.856201
	Iteration 17Q: 3 clusters Score -5012995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5013004.500000 Penalty: 3425.856201
	Iteration 18Q: 3 clusters Score -5013004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5013007.000000 Penalty: 3425.856201
	Iteration 19Q: 3 clusters Score -5013007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5013007.000000 Penalty: 3425.856201
	Iteration 20F: 3 clusters Score -5013007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48964 members 
Mstep: Class 3 contains 59431 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 13615 members 
Mstep: Class 8 contains 57788 members 
Mstep: Class 9 contains 13396 members 
Mstep: Class 10 contains 65665 members 
Mstep: Class 11 contains 51272 members 
Mstep: Class 12 contains 63707 members 
Mstep: Class 13 contains 11903 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 15370 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 81841 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 43616 members 
Mstep: Class 25 contains 80127 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73349 members 
Mstep: Class 30 contains 6513 members 
Mstep: Class 31 contains 62335 members 
Mstep: Class 32 contains 11231 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66143 members 
Mstep: Class 36 contains 14208 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784576.000000 Penalty: 87559.406250
Iteration 199Q: 40 clusters Score -1.277846e+08 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48912 members 
Mstep: Class 3 contains 59100 members 
Mstep: Class 4 contains 16506 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 13616 members 
Mstep: Class 8 contains 57894 members 
Mstep: Class 9 contains 13385 members 
Mstep: Class 10 contains 65076 members 
Mstep: Class 11 contains 51285 members 
Mstep: Class 12 contains 61796 members 
Mstep: Class 13 contains 11894 members 
Mstep: Class 14 contains 53660 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 15219 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 81698 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 44181 members 
Mstep: Class 25 contains 81555 members 
Mstep: Class 26 contains 13656 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73339 members 
Mstep: Class 30 contains 6507 members 
Mstep: Class 31 contains 62967 members 
Mstep: Class 32 contains 11242 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66274 members 
Mstep: Class 36 contains 14192 members 
Mstep: Class 37 contains 2827 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784848.000000 Penalty: 87559.406250
Iteration 200F: 40 clusters Score -1.277848e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48874 members 
Mstep: Class 3 contains 58846 members 
Mstep: Class 4 contains 16495 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 13615 members 
Mstep: Class 8 contains 57959 members 
Mstep: Class 9 contains 13383 members 
Mstep: Class 10 contains 64280 members 
Mstep: Class 11 contains 51289 members 
Mstep: Class 12 contains 59888 members 
Mstep: Class 13 contains 11894 members 
Mstep: Class 14 contains 54217 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 15064 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 81577 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 44741 members 
Mstep: Class 25 contains 83011 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73286 members 
Mstep: Class 30 contains 6499 members 
Mstep: Class 31 contains 63559 members 
Mstep: Class 32 contains 11258 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66558 members 
Mstep: Class 36 contains 14185 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785216.000000 Penalty: 87559.406250
Iteration 201Q: 40 clusters Score -1.277852e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48817 members 
Mstep: Class 3 contains 58428 members 
Mstep: Class 4 contains 16480 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 13613 members 
Mstep: Class 8 contains 58063 members 
Mstep: Class 9 contains 13372 members 
Mstep: Class 10 contains 63515 members 
Mstep: Class 11 contains 51292 members 
Mstep: Class 12 contains 57949 members 
Mstep: Class 13 contains 11893 members 
Mstep: Class 14 contains 54764 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 14900 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 81475 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 45304 members 
Mstep: Class 25 contains 84529 members 
Mstep: Class 26 contains 13658 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73215 members 
Mstep: Class 30 contains 6481 members 
Mstep: Class 31 contains 64274 members 
Mstep: Class 32 contains 11285 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66781 members 
Mstep: Class 36 contains 14173 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785000.000000 Penalty: 87559.406250
Iteration 202Q: 40 clusters Score -1.27785e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48782 members 
Mstep: Class 3 contains 57825 members 
Mstep: Class 4 contains 16467 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 58119 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 62722 members 
Mstep: Class 11 contains 51305 members 
Mstep: Class 12 contains 56103 members 
Mstep: Class 13 contains 11884 members 
Mstep: Class 14 contains 55215 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 14724 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81383 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 45871 members 
Mstep: Class 25 contains 86028 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73169 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 65048 members 
Mstep: Class 32 contains 11300 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67146 members 
Mstep: Class 36 contains 14153 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784264.000000 Penalty: 87559.406250
Iteration 203Q: 40 clusters Score -1.277843e+08 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48765 members 
Mstep: Class 3 contains 57091 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 13605 members 
Mstep: Class 8 contains 58156 members 
Mstep: Class 9 contains 13344 members 
Mstep: Class 10 contains 61942 members 
Mstep: Class 11 contains 51285 members 
Mstep: Class 12 contains 54553 members 
Mstep: Class 13 contains 11884 members 
Mstep: Class 14 contains 55590 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 14548 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81293 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 46328 members 
Mstep: Class 25 contains 87287 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73150 members 
Mstep: Class 30 contains 6464 members 
Mstep: Class 31 contains 65839 members 
Mstep: Class 32 contains 11307 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67670 members 
Mstep: Class 36 contains 14134 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784144.000000 Penalty: 87559.406250
Iteration 204Q: 40 clusters Score -1.277841e+08 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48749 members 
Mstep: Class 3 contains 56264 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 13607 members 
Mstep: Class 8 contains 58180 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 61076 members 
Mstep: Class 11 contains 51272 members 
Mstep: Class 12 contains 53281 members 
Mstep: Class 13 contains 11885 members 
Mstep: Class 14 contains 55931 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 14355 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81287 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 46707 members 
Mstep: Class 25 contains 88263 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73123 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 66698 members 
Mstep: Class 32 contains 11307 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68317 members 
Mstep: Class 36 contains 14116 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783776.000000 Penalty: 87559.406250
Iteration 205Q: 40 clusters Score -1.277838e+08 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48730 members 
Mstep: Class 3 contains 55435 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 13596 members 
Mstep: Class 8 contains 58198 members 
Mstep: Class 9 contains 13346 members 
Mstep: Class 10 contains 60278 members 
Mstep: Class 11 contains 51265 members 
Mstep: Class 12 contains 52291 members 
Mstep: Class 13 contains 11888 members 
Mstep: Class 14 contains 56245 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 14150 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 81321 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 47060 members 
Mstep: Class 25 contains 89026 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73074 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 67518 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68952 members 
Mstep: Class 36 contains 14090 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782560.000000 Penalty: 87559.406250
Iteration 206Q: 40 clusters Score -1.277826e+08 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48733 members 
Mstep: Class 3 contains 54714 members 
Mstep: Class 4 contains 16438 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 13598 members 
Mstep: Class 8 contains 58167 members 
Mstep: Class 9 contains 13341 members 
Mstep: Class 10 contains 59382 members 
Mstep: Class 11 contains 51315 members 
Mstep: Class 12 contains 51572 members 
Mstep: Class 13 contains 11887 members 
Mstep: Class 14 contains 56492 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 81426 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 47468 members 
Mstep: Class 25 contains 89566 members 
Mstep: Class 26 contains 13651 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73035 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 68154 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69624 members 
Mstep: Class 36 contains 14068 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782376.000000 Penalty: 87559.406250
Iteration 207Q: 40 clusters Score -1.277824e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 54195 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 58088 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 58562 members 
Mstep: Class 11 contains 51353 members 
Mstep: Class 12 contains 51016 members 
Mstep: Class 13 contains 11877 members 
Mstep: Class 14 contains 56742 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 13770 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81598 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 47828 members 
Mstep: Class 25 contains 89929 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72989 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 68445 members 
Mstep: Class 32 contains 11311 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70405 members 
Mstep: Class 36 contains 14048 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781832.000000 Penalty: 87559.406250
Iteration 208Q: 40 clusters Score -1.277818e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48739 members 
Mstep: Class 3 contains 53860 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 13601 members 
Mstep: Class 8 contains 58012 members 
Mstep: Class 9 contains 13335 members 
Mstep: Class 10 contains 57659 members 
Mstep: Class 11 contains 51386 members 
Mstep: Class 12 contains 50627 members 
Mstep: Class 13 contains 11879 members 
Mstep: Class 14 contains 56947 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 13605 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81765 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 48208 members 
Mstep: Class 25 contains 90134 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72953 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 68465 members 
Mstep: Class 32 contains 11327 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71279 members 
Mstep: Class 36 contains 14030 members 
Mstep: Class 37 contains 2943 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781568.000000 Penalty: 87559.406250
Iteration 209Q: 40 clusters Score -1.277816e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48761 members 
Mstep: Class 3 contains 53596 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 57936 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 56811 members 
Mstep: Class 11 contains 51439 members 
Mstep: Class 12 contains 50444 members 
Mstep: Class 13 contains 11873 members 
Mstep: Class 14 contains 57129 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 13431 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 82028 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 48592 members 
Mstep: Class 25 contains 90180 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72916 members 
Mstep: Class 30 contains 6470 members 
Mstep: Class 31 contains 68298 members 
Mstep: Class 32 contains 11340 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72085 members 
Mstep: Class 36 contains 14016 members 
Mstep: Class 37 contains 2995 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781464.000000 Penalty: 87559.406250
Iteration 210Q: 40 clusters Score -1.277815e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48778 members 
Mstep: Class 3 contains 53700 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 57872 members 
Mstep: Class 9 contains 13343 members 
Mstep: Class 10 contains 56035 members 
Mstep: Class 11 contains 51485 members 
Mstep: Class 12 contains 50396 members 
Mstep: Class 13 contains 11874 members 
Mstep: Class 14 contains 57260 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 13266 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 82118 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 48959 members 
Mstep: Class 25 contains 90155 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72862 members 
Mstep: Class 30 contains 6474 members 
Mstep: Class 31 contains 67947 members 
Mstep: Class 32 contains 11355 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72790 members 
Mstep: Class 36 contains 13993 members 
Mstep: Class 37 contains 3044 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780688.000000 Penalty: 87559.406250
Iteration 211Q: 40 clusters Score -1.277807e+08 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48836 members 
Mstep: Class 3 contains 53938 members 
Mstep: Class 4 contains 16409 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 13595 members 
Mstep: Class 8 contains 57808 members 
Mstep: Class 9 contains 13354 members 
Mstep: Class 10 contains 55280 members 
Mstep: Class 11 contains 51536 members 
Mstep: Class 12 contains 50542 members 
Mstep: Class 13 contains 11873 members 
Mstep: Class 14 contains 57342 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 82042 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 49301 members 
Mstep: Class 25 contains 89950 members 
Mstep: Class 26 contains 13651 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72814 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 67640 members 
Mstep: Class 32 contains 11375 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73492 members 
Mstep: Class 36 contains 13974 members 
Mstep: Class 37 contains 3093 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780712.000000 Penalty: 87559.406250
Iteration 212Q: 40 clusters Score -1.277807e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48855 members 
Mstep: Class 3 contains 54507 members 
Mstep: Class 4 contains 16399 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 57754 members 
Mstep: Class 9 contains 13376 members 
Mstep: Class 10 contains 54579 members 
Mstep: Class 11 contains 51599 members 
Mstep: Class 12 contains 50751 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 57432 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12946 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81830 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 49662 members 
Mstep: Class 25 contains 89679 members 
Mstep: Class 26 contains 13651 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72758 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 67182 members 
Mstep: Class 32 contains 11401 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74100 members 
Mstep: Class 36 contains 13956 members 
Mstep: Class 37 contains 3128 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780296.000000 Penalty: 87559.406250
Iteration 213Q: 40 clusters Score -1.277803e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48859 members 
Mstep: Class 3 contains 55282 members 
Mstep: Class 4 contains 16390 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 13593 members 
Mstep: Class 8 contains 57689 members 
Mstep: Class 9 contains 13401 members 
Mstep: Class 10 contains 53929 members 
Mstep: Class 11 contains 51651 members 
Mstep: Class 12 contains 51054 members 
Mstep: Class 13 contains 11870 members 
Mstep: Class 14 contains 57520 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 81467 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 50052 members 
Mstep: Class 25 contains 89303 members 
Mstep: Class 26 contains 13653 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72712 members 
Mstep: Class 30 contains 6487 members 
Mstep: Class 31 contains 66668 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74642 members 
Mstep: Class 36 contains 13945 members 
Mstep: Class 37 contains 3147 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780032.000000 Penalty: 87559.406250
Iteration 214Q: 40 clusters Score -1.2778e+08 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48865 members 
Mstep: Class 3 contains 56152 members 
Mstep: Class 4 contains 16387 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 13592 members 
Mstep: Class 8 contains 57598 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 53496 members 
Mstep: Class 11 contains 51701 members 
Mstep: Class 12 contains 51459 members 
Mstep: Class 13 contains 11857 members 
Mstep: Class 14 contains 57620 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 81019 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 50460 members 
Mstep: Class 25 contains 88807 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72668 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 66038 members 
Mstep: Class 32 contains 11463 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75099 members 
Mstep: Class 36 contains 13924 members 
Mstep: Class 37 contains 3160 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779744.000000 Penalty: 87559.406250
Iteration 215Q: 40 clusters Score -1.277797e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48850 members 
Mstep: Class 3 contains 57022 members 
Mstep: Class 4 contains 16381 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 13594 members 
Mstep: Class 8 contains 57552 members 
Mstep: Class 9 contains 13441 members 
Mstep: Class 10 contains 53208 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 51891 members 
Mstep: Class 13 contains 11852 members 
Mstep: Class 14 contains 57707 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12630 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 80375 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 50856 members 
Mstep: Class 25 contains 88327 members 
Mstep: Class 26 contains 13657 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72620 members 
Mstep: Class 30 contains 6501 members 
Mstep: Class 31 contains 65365 members 
Mstep: Class 32 contains 11481 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75609 members 
Mstep: Class 36 contains 13901 members 
Mstep: Class 37 contains 3154 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779704.000000 Penalty: 87559.406250
Iteration 216Q: 40 clusters Score -1.277797e+08 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48856 members 
Mstep: Class 3 contains 58071 members 
Mstep: Class 4 contains 16379 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 57555 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 52753 members 
Mstep: Class 11 contains 51712 members 
Mstep: Class 12 contains 52422 members 
Mstep: Class 13 contains 11853 members 
Mstep: Class 14 contains 57773 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 79576 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51259 members 
Mstep: Class 25 contains 87733 members 
Mstep: Class 26 contains 13663 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72584 members 
Mstep: Class 30 contains 6512 members 
Mstep: Class 31 contains 64740 members 
Mstep: Class 32 contains 11500 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76165 members 
Mstep: Class 36 contains 13883 members 
Mstep: Class 37 contains 3145 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779304.000000 Penalty: 87559.406250
Iteration 217Q: 40 clusters Score -1.277793e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48874 members 
Mstep: Class 3 contains 59223 members 
Mstep: Class 4 contains 16373 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 13587 members 
Mstep: Class 8 contains 57544 members 
Mstep: Class 9 contains 13479 members 
Mstep: Class 10 contains 52553 members 
Mstep: Class 11 contains 51722 members 
Mstep: Class 12 contains 52891 members 
Mstep: Class 13 contains 11849 members 
Mstep: Class 14 contains 57851 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 78749 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51720 members 
Mstep: Class 25 contains 87203 members 
Mstep: Class 26 contains 13667 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72567 members 
Mstep: Class 30 contains 6520 members 
Mstep: Class 31 contains 64020 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76363 members 
Mstep: Class 36 contains 13868 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779592.000000 Penalty: 87559.406250
Iteration 218Q: 40 clusters Score -1.277796e+08 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48867 members 
Mstep: Class 3 contains 60343 members 
Mstep: Class 4 contains 16370 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 57575 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 52463 members 
Mstep: Class 11 contains 51738 members 
Mstep: Class 12 contains 53358 members 
Mstep: Class 13 contains 11846 members 
Mstep: Class 14 contains 57987 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12464 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 77986 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52214 members 
Mstep: Class 25 contains 86639 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72526 members 
Mstep: Class 30 contains 6522 members 
Mstep: Class 31 contains 63304 members 
Mstep: Class 32 contains 11526 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76340 members 
Mstep: Class 36 contains 13860 members 
Mstep: Class 37 contains 3123 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779704.000000 Penalty: 87559.406250
Iteration 219Q: 40 clusters Score -1.277797e+08 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48859 members 
Mstep: Class 3 contains 61537 members 
Mstep: Class 4 contains 16365 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 57619 members 
Mstep: Class 9 contains 13517 members 
Mstep: Class 10 contains 52626 members 
Mstep: Class 11 contains 51721 members 
Mstep: Class 12 contains 53840 members 
Mstep: Class 13 contains 11841 members 
Mstep: Class 14 contains 58148 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12407 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 77281 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52670 members 
Mstep: Class 25 contains 86053 members 
Mstep: Class 26 contains 13664 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72502 members 
Mstep: Class 30 contains 6534 members 
Mstep: Class 31 contains 62696 members 
Mstep: Class 32 contains 11540 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75889 members 
Mstep: Class 36 contains 13845 members 
Mstep: Class 37 contains 3105 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779912.000000 Penalty: 87559.406250
Iteration 220F: 40 clusters Score -1.277799e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48856 members 
Mstep: Class 3 contains 62828 members 
Mstep: Class 4 contains 16362 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 13601 members 
Mstep: Class 8 contains 57688 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 52913 members 
Mstep: Class 11 contains 51708 members 
Mstep: Class 12 contains 54400 members 
Mstep: Class 13 contains 11832 members 
Mstep: Class 14 contains 58328 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12350 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 76679 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53061 members 
Mstep: Class 25 contains 85379 members 
Mstep: Class 26 contains 13670 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72464 members 
Mstep: Class 30 contains 6541 members 
Mstep: Class 31 contains 62070 members 
Mstep: Class 32 contains 11557 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75141 members 
Mstep: Class 36 contains 13835 members 
Mstep: Class 37 contains 3086 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779928.000000 Penalty: 87559.406250
Iteration 221Q: 40 clusters Score -1.277799e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48843 members 
Mstep: Class 3 contains 63808 members 
Mstep: Class 4 contains 16362 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 13609 members 
Mstep: Class 8 contains 57782 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 10 contains 53112 members 
Mstep: Class 11 contains 51698 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 11826 members 
Mstep: Class 14 contains 58552 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 76377 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53520 members 
Mstep: Class 25 contains 84715 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72418 members 
Mstep: Class 30 contains 6548 members 
Mstep: Class 31 contains 61451 members 
Mstep: Class 32 contains 11570 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74359 members 
Mstep: Class 36 contains 13818 members 
Mstep: Class 37 contains 3057 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780192.000000 Penalty: 87559.406250
Iteration 222Q: 40 clusters Score -1.277802e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48827 members 
Mstep: Class 3 contains 64463 members 
Mstep: Class 4 contains 16362 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 57886 members 
Mstep: Class 9 contains 13571 members 
Mstep: Class 10 contains 53109 members 
Mstep: Class 11 contains 51677 members 
Mstep: Class 12 contains 55350 members 
Mstep: Class 13 contains 11818 members 
Mstep: Class 14 contains 58813 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 76316 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53993 members 
Mstep: Class 25 contains 84085 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72367 members 
Mstep: Class 30 contains 6556 members 
Mstep: Class 31 contains 60835 members 
Mstep: Class 32 contains 11584 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73826 members 
Mstep: Class 36 contains 13809 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780336.000000 Penalty: 87559.406250
Iteration 223Q: 40 clusters Score -1.277803e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48817 members 
Mstep: Class 3 contains 64935 members 
Mstep: Class 4 contains 16360 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 13610 members 
Mstep: Class 8 contains 57948 members 
Mstep: Class 9 contains 13612 members 
Mstep: Class 10 contains 53148 members 
Mstep: Class 11 contains 51659 members 
Mstep: Class 12 contains 55739 members 
Mstep: Class 13 contains 11812 members 
Mstep: Class 14 contains 59065 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 76408 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54427 members 
Mstep: Class 25 contains 83504 members 
Mstep: Class 26 contains 13680 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72321 members 
Mstep: Class 30 contains 6563 members 
Mstep: Class 31 contains 60193 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73355 members 
Mstep: Class 36 contains 13800 members 
Mstep: Class 37 contains 2985 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780456.000000 Penalty: 87559.406250
Iteration 224Q: 40 clusters Score -1.277805e+08 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48806 members 
Mstep: Class 3 contains 65265 members 
Mstep: Class 4 contains 16358 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 13610 members 
Mstep: Class 8 contains 58014 members 
Mstep: Class 9 contains 13644 members 
Mstep: Class 10 contains 53323 members 
Mstep: Class 11 contains 51652 members 
Mstep: Class 12 contains 56109 members 
Mstep: Class 13 contains 11810 members 
Mstep: Class 14 contains 59357 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12188 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 76609 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54803 members 
Mstep: Class 25 contains 82913 members 
Mstep: Class 26 contains 13679 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72279 members 
Mstep: Class 30 contains 6572 members 
Mstep: Class 31 contains 59494 members 
Mstep: Class 32 contains 11616 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72858 members 
Mstep: Class 36 contains 13792 members 
Mstep: Class 37 contains 2946 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780136.000000 Penalty: 87559.406250
Iteration 225Q: 40 clusters Score -1.277801e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48806 members 
Mstep: Class 3 contains 65425 members 
Mstep: Class 4 contains 16354 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 58042 members 
Mstep: Class 9 contains 13673 members 
Mstep: Class 10 contains 53646 members 
Mstep: Class 11 contains 51639 members 
Mstep: Class 12 contains 56466 members 
Mstep: Class 13 contains 11809 members 
Mstep: Class 14 contains 59636 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12154 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 76967 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54969 members 
Mstep: Class 25 contains 82316 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72244 members 
Mstep: Class 30 contains 6578 members 
Mstep: Class 31 contains 58828 members 
Mstep: Class 32 contains 11634 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72420 members 
Mstep: Class 36 contains 13784 members 
Mstep: Class 37 contains 2916 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780288.000000 Penalty: 87559.406250
Iteration 226Q: 40 clusters Score -1.277803e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48814 members 
Mstep: Class 3 contains 65398 members 
Mstep: Class 4 contains 16355 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 13613 members 
Mstep: Class 8 contains 58055 members 
Mstep: Class 9 contains 13721 members 
Mstep: Class 10 contains 54052 members 
Mstep: Class 11 contains 51633 members 
Mstep: Class 12 contains 56808 members 
Mstep: Class 13 contains 11807 members 
Mstep: Class 14 contains 59894 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12112 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 77399 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54980 members 
Mstep: Class 25 contains 81726 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72210 members 
Mstep: Class 30 contains 6580 members 
Mstep: Class 31 contains 58274 members 
Mstep: Class 32 contains 11647 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72061 members 
Mstep: Class 36 contains 13770 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779848.000000 Penalty: 87559.406250
Iteration 227Q: 40 clusters Score -1.277798e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48804 members 
Mstep: Class 3 contains 65334 members 
Mstep: Class 4 contains 16349 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 13620 members 
Mstep: Class 8 contains 58046 members 
Mstep: Class 9 contains 13761 members 
Mstep: Class 10 contains 54626 members 
Mstep: Class 11 contains 51631 members 
Mstep: Class 12 contains 57220 members 
Mstep: Class 13 contains 11802 members 
Mstep: Class 14 contains 60133 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 77810 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54841 members 
Mstep: Class 25 contains 81108 members 
Mstep: Class 26 contains 13689 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72161 members 
Mstep: Class 30 contains 6587 members 
Mstep: Class 31 contains 57718 members 
Mstep: Class 32 contains 11666 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71740 members 
Mstep: Class 36 contains 13764 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779984.000000 Penalty: 87559.406250
Iteration 228Q: 40 clusters Score -1.2778e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 3 contains 65112 members 
Mstep: Class 4 contains 16344 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 13625 members 
Mstep: Class 8 contains 58020 members 
Mstep: Class 9 contains 13788 members 
Mstep: Class 10 contains 55332 members 
Mstep: Class 11 contains 51628 members 
Mstep: Class 12 contains 57637 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 78288 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54584 members 
Mstep: Class 25 contains 80451 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72095 members 
Mstep: Class 30 contains 6595 members 
Mstep: Class 31 contains 57222 members 
Mstep: Class 32 contains 11692 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71491 members 
Mstep: Class 36 contains 13763 members 
Mstep: Class 37 contains 2854 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780032.000000 Penalty: 87559.406250
Iteration 229Q: 40 clusters Score -1.2778e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48765 members 
Mstep: Class 3 contains 64829 members 
Mstep: Class 4 contains 16340 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13630 members 
Mstep: Class 8 contains 58000 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 56162 members 
Mstep: Class 11 contains 51645 members 
Mstep: Class 12 contains 58113 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 60734 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 78744 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54208 members 
Mstep: Class 25 contains 79704 members 
Mstep: Class 26 contains 13698 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72028 members 
Mstep: Class 30 contains 6600 members 
Mstep: Class 31 contains 56834 members 
Mstep: Class 32 contains 11717 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71235 members 
Mstep: Class 36 contains 13766 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780160.000000 Penalty: 87559.406250
Iteration 230Q: 40 clusters Score -1.277802e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48751 members 
Mstep: Class 3 contains 64455 members 
Mstep: Class 4 contains 16336 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13632 members 
Mstep: Class 8 contains 57967 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 10 contains 56979 members 
Mstep: Class 11 contains 51661 members 
Mstep: Class 12 contains 58608 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 61040 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11933 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 79156 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53825 members 
Mstep: Class 25 contains 78958 members 
Mstep: Class 26 contains 13695 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71976 members 
Mstep: Class 30 contains 6606 members 
Mstep: Class 31 contains 56584 members 
Mstep: Class 32 contains 11742 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71042 members 
Mstep: Class 36 contains 13763 members 
Mstep: Class 37 contains 2804 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780104.000000 Penalty: 87559.406250
Iteration 231Q: 40 clusters Score -1.277801e+08 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48752 members 
Mstep: Class 3 contains 64148 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13633 members 
Mstep: Class 8 contains 57899 members 
Mstep: Class 9 contains 13825 members 
Mstep: Class 10 contains 57782 members 
Mstep: Class 11 contains 51691 members 
Mstep: Class 12 contains 59211 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 61333 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11879 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 79454 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53412 members 
Mstep: Class 25 contains 78147 members 
Mstep: Class 26 contains 13697 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71910 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 56349 members 
Mstep: Class 32 contains 11754 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70928 members 
Mstep: Class 36 contains 13769 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780312.000000 Penalty: 87559.406250
Iteration 232Q: 40 clusters Score -1.277803e+08 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48732 members 
Mstep: Class 3 contains 63734 members 
Mstep: Class 4 contains 16321 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13634 members 
Mstep: Class 8 contains 57824 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 58587 members 
Mstep: Class 11 contains 51719 members 
Mstep: Class 12 contains 59933 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 61608 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 79697 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53007 members 
Mstep: Class 25 contains 77272 members 
Mstep: Class 26 contains 13702 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71830 members 
Mstep: Class 30 contains 6609 members 
Mstep: Class 31 contains 56337 members 
Mstep: Class 32 contains 11765 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70795 members 
Mstep: Class 36 contains 13768 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780256.000000 Penalty: 87559.406250
Iteration 233Q: 40 clusters Score -1.277803e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48728 members 
Mstep: Class 3 contains 63158 members 
Mstep: Class 4 contains 16317 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 13640 members 
Mstep: Class 8 contains 57738 members 
Mstep: Class 9 contains 13836 members 
Mstep: Class 10 contains 59423 members 
Mstep: Class 11 contains 51721 members 
Mstep: Class 12 contains 60698 members 
Mstep: Class 13 contains 11781 members 
Mstep: Class 14 contains 61888 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11770 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 79912 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52629 members 
Mstep: Class 25 contains 76353 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71765 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 56484 members 
Mstep: Class 32 contains 11770 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70653 members 
Mstep: Class 36 contains 13768 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780216.000000 Penalty: 87559.406250
Iteration 234Q: 40 clusters Score -1.277802e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48700 members 
Mstep: Class 3 contains 62433 members 
Mstep: Class 4 contains 16314 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13647 members 
Mstep: Class 8 contains 57656 members 
Mstep: Class 9 contains 13845 members 
Mstep: Class 10 contains 60272 members 
Mstep: Class 11 contains 51720 members 
Mstep: Class 12 contains 61487 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 62160 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11725 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 80117 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52278 members 
Mstep: Class 25 contains 75394 members 
Mstep: Class 26 contains 13703 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71709 members 
Mstep: Class 30 contains 6606 members 
Mstep: Class 31 contains 56869 members 
Mstep: Class 32 contains 11786 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70449 members 
Mstep: Class 36 contains 13762 members 
Mstep: Class 37 contains 2722 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780256.000000 Penalty: 87559.406250
Iteration 235Q: 40 clusters Score -1.277803e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48678 members 
Mstep: Class 3 contains 61471 members 
Mstep: Class 4 contains 16312 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13652 members 
Mstep: Class 8 contains 57562 members 
Mstep: Class 9 contains 13845 members 
Mstep: Class 10 contains 61182 members 
Mstep: Class 11 contains 51732 members 
Mstep: Class 12 contains 62412 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 62447 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11669 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 80268 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51980 members 
Mstep: Class 25 contains 74313 members 
Mstep: Class 26 contains 13703 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71644 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 11800 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70231 members 
Mstep: Class 36 contains 13758 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780400.000000 Penalty: 87559.406250
Iteration 236Q: 40 clusters Score -1.277804e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 3 contains 60330 members 
Mstep: Class 4 contains 16314 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 57469 members 
Mstep: Class 9 contains 13840 members 
Mstep: Class 10 contains 62036 members 
Mstep: Class 11 contains 51729 members 
Mstep: Class 12 contains 63520 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11605 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80396 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51769 members 
Mstep: Class 25 contains 73065 members 
Mstep: Class 26 contains 13703 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71590 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 58100 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70100 members 
Mstep: Class 36 contains 13750 members 
Mstep: Class 37 contains 2716 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780744.000000 Penalty: 87559.406250
Iteration 237Q: 40 clusters Score -1.277807e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48587 members 
Mstep: Class 3 contains 59146 members 
Mstep: Class 4 contains 16314 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 57363 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 62480 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 64849 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 62909 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11526 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80548 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51807 members 
Mstep: Class 25 contains 71598 members 
Mstep: Class 26 contains 13710 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71554 members 
Mstep: Class 30 contains 6613 members 
Mstep: Class 31 contains 58891 members 
Mstep: Class 32 contains 11834 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70110 members 
Mstep: Class 36 contains 13734 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780840.000000 Penalty: 87559.406250
Iteration 238Q: 40 clusters Score -1.277808e+08 nChanged 4906
Entering ConstructFrom: 
Score: -127780840.000000 Penalty: 87559.406250
Entering ConstructFrom: 
Trying to split cluster 1 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -351705.250000 Penalty: 1290.402710
	Iteration 0F: 2 clusters Score -351705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -349064.562500 Penalty: 2580.805420
	Iteration 0F: 3 clusters Score -349064.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -349697.843750 Penalty: 2580.805420
	Iteration 1F: 3 clusters Score -349697.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -349846.093750 Penalty: 2580.805420
	Iteration 2F: 3 clusters Score -349846.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -349960.843750 Penalty: 2580.805420
	Iteration 3F: 3 clusters Score -349960.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -350048.125000 Penalty: 2580.805420
	Iteration 4Q: 3 clusters Score -350048.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -350115.156250 Penalty: 2580.805420
	Iteration 5Q: 3 clusters Score -350115.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350189.968750 Penalty: 2580.805420
	Iteration 6Q: 3 clusters Score -350190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -350294.250000 Penalty: 2580.805420
	Iteration 7Q: 3 clusters Score -350294.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -350396.281250 Penalty: 2580.805420
	Iteration 8Q: 3 clusters Score -350396.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -350502.750000 Penalty: 2580.805420
	Iteration 9Q: 3 clusters Score -350502.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -350612.812500 Penalty: 2580.805420
	Iteration 10Q: 3 clusters Score -350612.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -350705.906250 Penalty: 2580.805420
	Iteration 11Q: 3 clusters Score -350705.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -350781.250000 Penalty: 2580.805420
	Iteration 12Q: 3 clusters Score -350781.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -350844.406250 Penalty: 2580.805420
	Iteration 13Q: 3 clusters Score -350844.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -350895.750000 Penalty: 2580.805420
	Iteration 14Q: 3 clusters Score -350895.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -350931.093750 Penalty: 2580.805420
	Iteration 15Q: 3 clusters Score -350931.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -350975.406250 Penalty: 2580.805420
	Iteration 16Q: 3 clusters Score -350975.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -351025.468750 Penalty: 2580.805420
	Iteration 17Q: 3 clusters Score -351025.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -351071.218750 Penalty: 2580.805420
	Iteration 18Q: 3 clusters Score -351071.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -351116.437500 Penalty: 2580.805420
	Iteration 19Q: 3 clusters Score -351116.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -351146.031250 Penalty: 2580.805420
	Iteration 20F: 3 clusters Score -351146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -351170.968750 Penalty: 2580.805420
	Iteration 21Q: 3 clusters Score -351171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -351192.156250 Penalty: 2580.805420
	Iteration 22Q: 3 clusters Score -351192.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -351204.156250 Penalty: 2580.805420
	Iteration 23Q: 3 clusters Score -351204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351211.187500 Penalty: 2580.805420
	Iteration 24Q: 3 clusters Score -351211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351216.500000 Penalty: 2580.805420
	Iteration 25Q: 3 clusters Score -351216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351216.906250 Penalty: 2580.805420
	Iteration 26Q: 3 clusters Score -351216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -351217.468750 Penalty: 2580.805420
	Iteration 27Q: 3 clusters Score -351217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -351219.656250 Penalty: 2580.805420
	Iteration 28Q: 3 clusters Score -351219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -351220.437500 Penalty: 2580.805420
	Iteration 29Q: 3 clusters Score -351220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -351221.375000 Penalty: 2580.805420
	Iteration 30Q: 3 clusters Score -351221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -351222.312500 Penalty: 2580.805420
	Iteration 31Q: 3 clusters Score -351222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -351224.562500 Penalty: 2580.805420
	Iteration 32Q: 3 clusters Score -351224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -351225.718750 Penalty: 2580.805420
	Iteration 33Q: 3 clusters Score -351225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -351227.218750 Penalty: 2580.805420
	Iteration 34Q: 3 clusters Score -351227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -351227.812500 Penalty: 2580.805420
	Iteration 35Q: 3 clusters Score -351227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351228.281250 Penalty: 2580.805420
	Iteration 36Q: 3 clusters Score -351228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351228.281250 Penalty: 2580.805420
	Iteration 37F: 3 clusters Score -351228.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Entering Unmasked Estep 
Score: -6094361.500000 Penalty: 1753.445190
	Iteration 0F: 2 clusters Score -6094362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6061778.000000 Penalty: 3506.890381
	Iteration 0F: 3 clusters Score -6061778 nChanged 22836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6074623.000000 Penalty: 3506.890381
	Iteration 1F: 3 clusters Score -6074623 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6075082.000000 Penalty: 3506.890381
	Iteration 2Q: 3 clusters Score -6075082 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -6075514.500000 Penalty: 3506.890381
	Iteration 3Q: 3 clusters Score -6075514 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6075987.000000 Penalty: 3506.890381
	Iteration 4Q: 3 clusters Score -6075987 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6076792.000000 Penalty: 3506.890381
	Iteration 5Q: 3 clusters Score -6076792 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -6078111.000000 Penalty: 3506.890381
	Iteration 6F: 3 clusters Score -6078111 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6080376.500000 Penalty: 3506.890381
	Iteration 7F: 3 clusters Score -6080376 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6083650.000000 Penalty: 3506.890381
	Iteration 8F: 3 clusters Score -6083650 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -6087358.000000 Penalty: 3506.890381
	Iteration 9F: 3 clusters Score -6087358 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6090302.500000 Penalty: 3506.890381
	Iteration 10F: 3 clusters Score -6090302 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6091798.000000 Penalty: 3506.890381
	Iteration 11Q: 3 clusters Score -6091798 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -6092405.500000 Penalty: 3506.890381
	Iteration 12Q: 3 clusters Score -6092406 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6092642.000000 Penalty: 3506.890381
	Iteration 13Q: 3 clusters Score -6092642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -6092751.000000 Penalty: 3506.890381
	Iteration 14Q: 3 clusters Score -6092751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6092799.000000 Penalty: 3506.890381
	Iteration 15Q: 3 clusters Score -6092799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -6092812.500000 Penalty: 3506.890381
	Iteration 16Q: 3 clusters Score -6092812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6092821.500000 Penalty: 3506.890381
	Iteration 17Q: 3 clusters Score -6092822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6092828.500000 Penalty: 3506.890381
	Iteration 18Q: 3 clusters Score -6092828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6092833.500000 Penalty: 3506.890381
	Iteration 19Q: 3 clusters Score -6092834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6092835.500000 Penalty: 3506.890381
	Iteration 20F: 3 clusters Score -6092836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6092844.500000 Penalty: 3506.890381
	Iteration 21Q: 3 clusters Score -6092844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6092845.500000 Penalty: 3506.890381
	Iteration 22Q: 3 clusters Score -6092846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6092845.500000 Penalty: 3506.890381
	Iteration 23F: 3 clusters Score -6092846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Entering Unmasked Estep 
Score: -7750293.500000 Penalty: 1782.869263
	Iteration 0F: 2 clusters Score -7750294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -7711646.000000 Penalty: 3565.738525
	Iteration 0F: 3 clusters Score -7711646 nChanged 27398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -7727709.500000 Penalty: 3565.738525
	Iteration 1F: 3 clusters Score -7727710 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -7728712.500000 Penalty: 3565.738525
	Iteration 2Q: 3 clusters Score -7728712 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -7730055.500000 Penalty: 3565.738525
	Iteration 3Q: 3 clusters Score -7730056 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7732152.500000 Penalty: 3565.738525
	Iteration 4F: 3 clusters Score -7732152 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -7735426.000000 Penalty: 3565.738525
	Iteration 5F: 3 clusters Score -7735426 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -7739394.500000 Penalty: 3565.738525
	Iteration 6F: 3 clusters Score -7739394 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -7742543.000000 Penalty: 3565.738525
	Iteration 7F: 3 clusters Score -7742543 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -7744191.000000 Penalty: 3565.738525
	Iteration 8Q: 3 clusters Score -7744191 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7745204.500000 Penalty: 3565.738525
	Iteration 9Q: 3 clusters Score -7745204 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -7746213.500000 Penalty: 3565.738525
	Iteration 10Q: 3 clusters Score -7746214 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -7747029.500000 Penalty: 3565.738525
	Iteration 11Q: 3 clusters Score -7747030 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -7747662.500000 Penalty: 3565.738525
	Iteration 12Q: 3 clusters Score -7747662 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -7748064.500000 Penalty: 3565.738525
	Iteration 13Q: 3 clusters Score -7748064 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -7748206.000000 Penalty: 3565.738525
	Iteration 14Q: 3 clusters Score -7748206 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -7748343.000000 Penalty: 3565.738525
	Iteration 15Q: 3 clusters Score -7748343 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -7748376.000000 Penalty: 3565.738525
	Iteration 16Q: 3 clusters Score -7748376 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -7748413.500000 Penalty: 3565.738525
	Iteration 17Q: 3 clusters Score -7748414 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -7748423.500000 Penalty: 3565.738525
	Iteration 18Q: 3 clusters Score -7748424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -7748447.500000 Penalty: 3565.738525
	Iteration 19Q: 3 clusters Score -7748448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -7748463.500000 Penalty: 3565.738525
	Iteration 20F: 3 clusters Score -7748464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -7748467.000000 Penalty: 3565.738525
	Iteration 21Q: 3 clusters Score -7748467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -7748470.000000 Penalty: 3565.738525
	Iteration 22Q: 3 clusters Score -7748470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -7748469.500000 Penalty: 3565.738525
	Iteration 23Q: 3 clusters Score -7748470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -7748476.500000 Penalty: 3565.738525
	Iteration 24Q: 3 clusters Score -7748476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -7748476.500000 Penalty: 3565.738525
	Iteration 25Q: 3 clusters Score -7748476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -7748465.000000 Penalty: 3565.738525
	Iteration 26Q: 3 clusters Score -7748465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -7748462.500000 Penalty: 3565.738525
	Iteration 27Q: 3 clusters Score -7748462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -7748462.500000 Penalty: 3565.738525
	Iteration 28Q: 3 clusters Score -7748462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -7748455.500000 Penalty: 3565.738525
	Iteration 29Q: 3 clusters Score -7748456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -7748455.500000 Penalty: 3565.738525
	Iteration 30F: 3 clusters Score -7748456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Entering Unmasked Estep 
Score: -2093200.375000 Penalty: 1576.273804
	Iteration 0F: 2 clusters Score -2093200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2081946.875000 Penalty: 3152.547607
	Iteration 0F: 3 clusters Score -2081947 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2085958.625000 Penalty: 3152.547607
	Iteration 1F: 3 clusters Score -2085959 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2086307.750000 Penalty: 3152.547607
	Iteration 2F: 3 clusters Score -2086308 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2086664.625000 Penalty: 3152.547607
	Iteration 3F: 3 clusters Score -2086665 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2087079.375000 Penalty: 3152.547607
	Iteration 4F: 3 clusters Score -2087079 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2087518.000000 Penalty: 3152.547607
	Iteration 5F: 3 clusters Score -2087518 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2088023.000000 Penalty: 3152.547607
	Iteration 6F: 3 clusters Score -2088023 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2088605.125000 Penalty: 3152.547607
	Iteration 7F: 3 clusters Score -2088605 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2089192.250000 Penalty: 3152.547607
	Iteration 8F: 3 clusters Score -2089192 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2089765.625000 Penalty: 3152.547607
	Iteration 9Q: 3 clusters Score -2089766 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2090293.500000 Penalty: 3152.547607
	Iteration 10Q: 3 clusters Score -2090294 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2090718.250000 Penalty: 3152.547607
	Iteration 11Q: 3 clusters Score -2090718 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2091041.000000 Penalty: 3152.547607
	Iteration 12Q: 3 clusters Score -2091041 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2091280.625000 Penalty: 3152.547607
	Iteration 13Q: 3 clusters Score -2091281 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2091456.625000 Penalty: 3152.547607
	Iteration 14Q: 3 clusters Score -2091457 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2091578.250000 Penalty: 3152.547607
	Iteration 15Q: 3 clusters Score -2091578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2091680.750000 Penalty: 3152.547607
	Iteration 16Q: 3 clusters Score -2091681 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2091744.000000 Penalty: 3152.547607
	Iteration 17Q: 3 clusters Score -2091744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2091784.250000 Penalty: 3152.547607
	Iteration 18Q: 3 clusters Score -2091784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2091822.000000 Penalty: 3152.547607
	Iteration 19Q: 3 clusters Score -2091822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2091851.625000 Penalty: 3152.547607
	Iteration 20F: 3 clusters Score -2091852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2091872.000000 Penalty: 3152.547607
	Iteration 21Q: 3 clusters Score -2091872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2091888.625000 Penalty: 3152.547607
	Iteration 22Q: 3 clusters Score -2091889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2091899.750000 Penalty: 3152.547607
	Iteration 23Q: 3 clusters Score -2091900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2091904.625000 Penalty: 3152.547607
	Iteration 24Q: 3 clusters Score -2091905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2091909.500000 Penalty: 3152.547607
	Iteration 25Q: 3 clusters Score -2091910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2091914.000000 Penalty: 3152.547607
	Iteration 26Q: 3 clusters Score -2091914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2091916.375000 Penalty: 3152.547607
	Iteration 27Q: 3 clusters Score -2091916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2091922.250000 Penalty: 3152.547607
	Iteration 28Q: 3 clusters Score -2091922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2091920.375000 Penalty: 3152.547607
	Iteration 29Q: 3 clusters Score -2091920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2091920.000000 Penalty: 3152.547607
	Iteration 30Q: 3 clusters Score -2091920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2091920.000000 Penalty: 3152.547607
	Iteration 31F: 3 clusters Score -2091920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -614800.500000 Penalty: 1377.410278
	Iteration 0F: 2 clusters Score -614800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -610970.187500 Penalty: 2754.820557
	Iteration 0F: 3 clusters Score -610970.2 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -612039.375000 Penalty: 2754.820557
	Iteration 1F: 3 clusters Score -612039.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -612250.125000 Penalty: 2754.820557
	Iteration 2F: 3 clusters Score -612250.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -612371.250000 Penalty: 2754.820557
	Iteration 3Q: 3 clusters Score -612371.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -612446.750000 Penalty: 2754.820557
	Iteration 4Q: 3 clusters Score -612446.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -612496.125000 Penalty: 2754.820557
	Iteration 5Q: 3 clusters Score -612496.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -612551.625000 Penalty: 2754.820557
	Iteration 6Q: 3 clusters Score -612551.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -612615.875000 Penalty: 2754.820557
	Iteration 7Q: 3 clusters Score -612615.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -612682.187500 Penalty: 2754.820557
	Iteration 8Q: 3 clusters Score -612682.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -612756.375000 Penalty: 2754.820557
	Iteration 9Q: 3 clusters Score -612756.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -612819.062500 Penalty: 2754.820557
	Iteration 10Q: 3 clusters Score -612819.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -612881.562500 Penalty: 2754.820557
	Iteration 11Q: 3 clusters Score -612881.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -612961.312500 Penalty: 2754.820557
	Iteration 12Q: 3 clusters Score -612961.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -613044.250000 Penalty: 2754.820557
	Iteration 13Q: 3 clusters Score -613044.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -613122.125000 Penalty: 2754.820557
	Iteration 14Q: 3 clusters Score -613122.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -613194.500000 Penalty: 2754.820557
	Iteration 15Q: 3 clusters Score -613194.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -613253.062500 Penalty: 2754.820557
	Iteration 16Q: 3 clusters Score -613253.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -613321.562500 Penalty: 2754.820557
	Iteration 17Q: 3 clusters Score -613321.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -613375.687500 Penalty: 2754.820557
	Iteration 18Q: 3 clusters Score -613375.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -613426.625000 Penalty: 2754.820557
	Iteration 19Q: 3 clusters Score -613426.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -613456.562500 Penalty: 2754.820557
	Iteration 20F: 3 clusters Score -613456.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -613484.062500 Penalty: 2754.820557
	Iteration 21Q: 3 clusters Score -613484.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -613510.250000 Penalty: 2754.820557
	Iteration 22Q: 3 clusters Score -613510.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -613526.812500 Penalty: 2754.820557
	Iteration 23Q: 3 clusters Score -613526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -613539.562500 Penalty: 2754.820557
	Iteration 24Q: 3 clusters Score -613539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -613550.875000 Penalty: 2754.820557
	Iteration 25Q: 3 clusters Score -613550.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -613560.187500 Penalty: 2754.820557
	Iteration 26Q: 3 clusters Score -613560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -613569.625000 Penalty: 2754.820557
	Iteration 27Q: 3 clusters Score -613569.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -613576.437500 Penalty: 2754.820557
	Iteration 28Q: 3 clusters Score -613576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -613584.500000 Penalty: 2754.820557
	Iteration 29Q: 3 clusters Score -613584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -613592.125000 Penalty: 2754.820557
	Iteration 30Q: 3 clusters Score -613592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -613603.312500 Penalty: 2754.820557
	Iteration 31Q: 3 clusters Score -613603.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -613625.000000 Penalty: 2754.820557
	Iteration 32Q: 3 clusters Score -613625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -613636.437500 Penalty: 2754.820557
	Iteration 33Q: 3 clusters Score -613636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -613640.250000 Penalty: 2754.820557
	Iteration 34Q: 3 clusters Score -613640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -613644.750000 Penalty: 2754.820557
	Iteration 35Q: 3 clusters Score -613644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -613648.312500 Penalty: 2754.820557
	Iteration 36Q: 3 clusters Score -613648.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -613650.500000 Penalty: 2754.820557
	Iteration 37Q: 3 clusters Score -613650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -613650.500000 Penalty: 2754.820557
	Iteration 38F: 3 clusters Score -613650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -810654.312500 Penalty: 1424.209473
	Iteration 0F: 2 clusters Score -810654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -805773.312500 Penalty: 2848.418945
	Iteration 0F: 3 clusters Score -805773.3 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -807233.500000 Penalty: 2848.418945
	Iteration 1F: 3 clusters Score -807233.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -807482.187500 Penalty: 2848.418945
	Iteration 2F: 3 clusters Score -807482.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -807681.812500 Penalty: 2848.418945
	Iteration 3F: 3 clusters Score -807681.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -807854.375000 Penalty: 2848.418945
	Iteration 4Q: 3 clusters Score -807854.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -807990.250000 Penalty: 2848.418945
	Iteration 5Q: 3 clusters Score -807990.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -808117.062500 Penalty: 2848.418945
	Iteration 6Q: 3 clusters Score -808117.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -808239.375000 Penalty: 2848.418945
	Iteration 7Q: 3 clusters Score -808239.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -808364.125000 Penalty: 2848.418945
	Iteration 8Q: 3 clusters Score -808364.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -808501.562500 Penalty: 2848.418945
	Iteration 9Q: 3 clusters Score -808501.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -808626.750000 Penalty: 2848.418945
	Iteration 10Q: 3 clusters Score -808626.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -808747.312500 Penalty: 2848.418945
	Iteration 11Q: 3 clusters Score -808747.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -808860.250000 Penalty: 2848.418945
	Iteration 12Q: 3 clusters Score -808860.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -808974.062500 Penalty: 2848.418945
	Iteration 13Q: 3 clusters Score -808974.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -809068.000000 Penalty: 2848.418945
	Iteration 14Q: 3 clusters Score -809068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -809142.687500 Penalty: 2848.418945
	Iteration 15Q: 3 clusters Score -809142.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -809221.187500 Penalty: 2848.418945
	Iteration 16Q: 3 clusters Score -809221.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -809286.187500 Penalty: 2848.418945
	Iteration 17Q: 3 clusters Score -809286.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -809337.812500 Penalty: 2848.418945
	Iteration 18Q: 3 clusters Score -809337.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -809385.375000 Penalty: 2848.418945
	Iteration 19Q: 3 clusters Score -809385.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -809416.812500 Penalty: 2848.418945
	Iteration 20F: 3 clusters Score -809416.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -809438.437500 Penalty: 2848.418945
	Iteration 21Q: 3 clusters Score -809438.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -809450.812500 Penalty: 2848.418945
	Iteration 22Q: 3 clusters Score -809450.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -809460.812500 Penalty: 2848.418945
	Iteration 23Q: 3 clusters Score -809460.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -809465.375000 Penalty: 2848.418945
	Iteration 24Q: 3 clusters Score -809465.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -809467.125000 Penalty: 2848.418945
	Iteration 25Q: 3 clusters Score -809467.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -809471.750000 Penalty: 2848.418945
	Iteration 26Q: 3 clusters Score -809471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -809475.375000 Penalty: 2848.418945
	Iteration 27Q: 3 clusters Score -809475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -809477.375000 Penalty: 2848.418945
	Iteration 28Q: 3 clusters Score -809477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -809480.875000 Penalty: 2848.418945
	Iteration 29Q: 3 clusters Score -809480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -809484.437500 Penalty: 2848.418945
	Iteration 30Q: 3 clusters Score -809484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -809490.000000 Penalty: 2848.418945
	Iteration 31Q: 3 clusters Score -809490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -809496.250000 Penalty: 2848.418945
	Iteration 32Q: 3 clusters Score -809496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -809500.625000 Penalty: 2848.418945
	Iteration 33Q: 3 clusters Score -809500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -809504.562500 Penalty: 2848.418945
	Iteration 34Q: 3 clusters Score -809504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -809505.562500 Penalty: 2848.418945
	Iteration 35Q: 3 clusters Score -809505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -809507.250000 Penalty: 2848.418945
	Iteration 36Q: 3 clusters Score -809507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -809511.062500 Penalty: 2848.418945
	Iteration 37Q: 3 clusters Score -809511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -809514.562500 Penalty: 2848.418945
	Iteration 38Q: 3 clusters Score -809514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -809514.187500 Penalty: 2848.418945
	Iteration 39Q: 3 clusters Score -809514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -809516.000000 Penalty: 2848.418945
	Iteration 40F: 3 clusters Score -809516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -809517.687500 Penalty: 2848.418945
	Iteration 41Q: 3 clusters Score -809517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -809518.875000 Penalty: 2848.418945
	Iteration 42Q: 3 clusters Score -809518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -809520.750000 Penalty: 2848.418945
	Iteration 43Q: 3 clusters Score -809520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -809521.312500 Penalty: 2848.418945
	Iteration 44Q: 3 clusters Score -809521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -809521.312500 Penalty: 2848.418945
	Iteration 45Q: 3 clusters Score -809521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -809523.812500 Penalty: 2848.418945
	Iteration 46Q: 3 clusters Score -809523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -809526.562500 Penalty: 2848.418945
	Iteration 47Q: 3 clusters Score -809526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -809527.687500 Penalty: 2848.418945
	Iteration 48Q: 3 clusters Score -809527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -809528.000000 Penalty: 2848.418945
	Iteration 49Q: 3 clusters Score -809528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -809529.750000 Penalty: 2848.418945
	Iteration 50Q: 3 clusters Score -809529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -809531.625000 Penalty: 2848.418945
	Iteration 51Q: 3 clusters Score -809531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -809532.437500 Penalty: 2848.418945
	Iteration 52Q: 3 clusters Score -809532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -809532.937500 Penalty: 2848.418945
	Iteration 53Q: 3 clusters Score -809532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -809532.937500 Penalty: 2848.418945
	Iteration 54F: 3 clusters Score -809532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Entering Unmasked Estep 
Score: -1620059.750000 Penalty: 1547.445190
	Iteration 0F: 2 clusters Score -1620060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1610590.250000 Penalty: 3094.890381
	Iteration 0F: 3 clusters Score -1610590 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1614016.250000 Penalty: 3094.890381
	Iteration 1F: 3 clusters Score -1614016 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1614439.000000 Penalty: 3094.890381
	Iteration 2F: 3 clusters Score -1614439 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1614849.000000 Penalty: 3094.890381
	Iteration 3F: 3 clusters Score -1614849 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1615210.375000 Penalty: 3094.890381
	Iteration 4F: 3 clusters Score -1615210 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1615556.000000 Penalty: 3094.890381
	Iteration 5Q: 3 clusters Score -1615556 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1615953.500000 Penalty: 3094.890381
	Iteration 6Q: 3 clusters Score -1615954 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1616419.625000 Penalty: 3094.890381
	Iteration 7Q: 3 clusters Score -1616420 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1616929.750000 Penalty: 3094.890381
	Iteration 8F: 3 clusters Score -1616930 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1617433.000000 Penalty: 3094.890381
	Iteration 9Q: 3 clusters Score -1617433 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1617877.250000 Penalty: 3094.890381
	Iteration 10Q: 3 clusters Score -1617877 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1618234.500000 Penalty: 3094.890381
	Iteration 11Q: 3 clusters Score -1618234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1618484.500000 Penalty: 3094.890381
	Iteration 12Q: 3 clusters Score -1618484 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1618667.000000 Penalty: 3094.890381
	Iteration 13Q: 3 clusters Score -1618667 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1618817.375000 Penalty: 3094.890381
	Iteration 14Q: 3 clusters Score -1618817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1618910.250000 Penalty: 3094.890381
	Iteration 15Q: 3 clusters Score -1618910 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1618996.750000 Penalty: 3094.890381
	Iteration 16Q: 3 clusters Score -1618997 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1619067.250000 Penalty: 3094.890381
	Iteration 17Q: 3 clusters Score -1619067 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1619120.500000 Penalty: 3094.890381
	Iteration 18Q: 3 clusters Score -1619120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1619169.625000 Penalty: 3094.890381
	Iteration 19Q: 3 clusters Score -1619170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1619219.750000 Penalty: 3094.890381
	Iteration 20F: 3 clusters Score -1619220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1619253.250000 Penalty: 3094.890381
	Iteration 21Q: 3 clusters Score -1619253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1619285.750000 Penalty: 3094.890381
	Iteration 22Q: 3 clusters Score -1619286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1619315.375000 Penalty: 3094.890381
	Iteration 23Q: 3 clusters Score -1619315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1619336.375000 Penalty: 3094.890381
	Iteration 24Q: 3 clusters Score -1619336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1619355.875000 Penalty: 3094.890381
	Iteration 25Q: 3 clusters Score -1619356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1619368.625000 Penalty: 3094.890381
	Iteration 26Q: 3 clusters Score -1619369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1619377.625000 Penalty: 3094.890381
	Iteration 27Q: 3 clusters Score -1619378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1619383.375000 Penalty: 3094.890381
	Iteration 28Q: 3 clusters Score -1619383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1619384.875000 Penalty: 3094.890381
	Iteration 29Q: 3 clusters Score -1619385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1619387.250000 Penalty: 3094.890381
	Iteration 30Q: 3 clusters Score -1619387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1619393.000000 Penalty: 3094.890381
	Iteration 31Q: 3 clusters Score -1619393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1619394.500000 Penalty: 3094.890381
	Iteration 32Q: 3 clusters Score -1619394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1619395.625000 Penalty: 3094.890381
	Iteration 33Q: 3 clusters Score -1619396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1619398.000000 Penalty: 3094.890381
	Iteration 34Q: 3 clusters Score -1619398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1619400.750000 Penalty: 3094.890381
	Iteration 35Q: 3 clusters Score -1619401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1619403.750000 Penalty: 3094.890381
	Iteration 36Q: 3 clusters Score -1619404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1619406.250000 Penalty: 3094.890381
	Iteration 37Q: 3 clusters Score -1619406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1619408.500000 Penalty: 3094.890381
	Iteration 38Q: 3 clusters Score -1619408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1619413.625000 Penalty: 3094.890381
	Iteration 39Q: 3 clusters Score -1619414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1619412.375000 Penalty: 3094.890381
	Iteration 40F: 3 clusters Score -1619412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1619411.375000 Penalty: 3094.890381
	Iteration 41Q: 3 clusters Score -1619411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1619412.125000 Penalty: 3094.890381
	Iteration 42Q: 3 clusters Score -1619412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1619412.375000 Penalty: 3094.890381
	Iteration 43Q: 3 clusters Score -1619412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1619413.250000 Penalty: 3094.890381
	Iteration 44Q: 3 clusters Score -1619413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1619413.250000 Penalty: 3094.890381
	Iteration 45Q: 3 clusters Score -1619413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1619415.750000 Penalty: 3094.890381
	Iteration 46Q: 3 clusters Score -1619416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1619416.750000 Penalty: 3094.890381
	Iteration 47Q: 3 clusters Score -1619417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1619416.750000 Penalty: 3094.890381
	Iteration 48F: 3 clusters Score -1619417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Entering Unmasked Estep 
Score: -7554501.000000 Penalty: 1780.251343
	Iteration 0F: 2 clusters Score -7554501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -7516315.500000 Penalty: 3560.502686
	Iteration 0F: 3 clusters Score -7516316 nChanged 26952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -7532119.000000 Penalty: 3560.502686
	Iteration 1F: 3 clusters Score -7532119 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -7533051.500000 Penalty: 3560.502686
	Iteration 2Q: 3 clusters Score -7533052 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -7534371.000000 Penalty: 3560.502686
	Iteration 3Q: 3 clusters Score -7534371 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -7536144.500000 Penalty: 3560.502686
	Iteration 4F: 3 clusters Score -7536144 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7538186.500000 Penalty: 3560.502686
	Iteration 5F: 3 clusters Score -7538186 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7540772.000000 Penalty: 3560.502686
	Iteration 6F: 3 clusters Score -7540772 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -7543640.500000 Penalty: 3560.502686
	Iteration 7F: 3 clusters Score -7543640 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -7546234.000000 Penalty: 3560.502686
	Iteration 8F: 3 clusters Score -7546234 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -7548220.000000 Penalty: 3560.502686
	Iteration 9Q: 3 clusters Score -7548220 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -7549423.500000 Penalty: 3560.502686
	Iteration 10Q: 3 clusters Score -7549424 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7550145.000000 Penalty: 3560.502686
	Iteration 11Q: 3 clusters Score -7550145 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -7550714.000000 Penalty: 3560.502686
	Iteration 12Q: 3 clusters Score -7550714 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -7551137.000000 Penalty: 3560.502686
	Iteration 13Q: 3 clusters Score -7551137 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7551531.000000 Penalty: 3560.502686
	Iteration 14Q: 3 clusters Score -7551531 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -7551865.000000 Penalty: 3560.502686
	Iteration 15Q: 3 clusters Score -7551865 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -7552135.000000 Penalty: 3560.502686
	Iteration 16Q: 3 clusters Score -7552135 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -7552370.000000 Penalty: 3560.502686
	Iteration 17Q: 3 clusters Score -7552370 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7552554.500000 Penalty: 3560.502686
	Iteration 18Q: 3 clusters Score -7552554 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -7552685.000000 Penalty: 3560.502686
	Iteration 19Q: 3 clusters Score -7552685 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7552785.500000 Penalty: 3560.502686
	Iteration 20F: 3 clusters Score -7552786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7552833.000000 Penalty: 3560.502686
	Iteration 21Q: 3 clusters Score -7552833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -7552880.000000 Penalty: 3560.502686
	Iteration 22Q: 3 clusters Score -7552880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7552908.500000 Penalty: 3560.502686
	Iteration 23Q: 3 clusters Score -7552908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -7552923.500000 Penalty: 3560.502686
	Iteration 24Q: 3 clusters Score -7552924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -7552938.500000 Penalty: 3560.502686
	Iteration 25Q: 3 clusters Score -7552938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7552953.000000 Penalty: 3560.502686
	Iteration 26Q: 3 clusters Score -7552953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -7552978.500000 Penalty: 3560.502686
	Iteration 27Q: 3 clusters Score -7552978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -7552995.500000 Penalty: 3560.502686
	Iteration 28Q: 3 clusters Score -7552996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -7553017.000000 Penalty: 3560.502686
	Iteration 29Q: 3 clusters Score -7553017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -7553028.000000 Penalty: 3560.502686
	Iteration 30Q: 3 clusters Score -7553028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -7553027.000000 Penalty: 3560.502686
	Iteration 31Q: 3 clusters Score -7553027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -7553040.000000 Penalty: 3560.502686
	Iteration 32Q: 3 clusters Score -7553040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -7553063.500000 Penalty: 3560.502686
	Iteration 33Q: 3 clusters Score -7553064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -7553072.500000 Penalty: 3560.502686
	Iteration 34Q: 3 clusters Score -7553072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -7553067.000000 Penalty: 3560.502686
	Iteration 35Q: 3 clusters Score -7553067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7553068.000000 Penalty: 3560.502686
	Iteration 36Q: 3 clusters Score -7553068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -7553069.500000 Penalty: 3560.502686
	Iteration 37Q: 3 clusters Score -7553070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -7553066.500000 Penalty: 3560.502686
	Iteration 38Q: 3 clusters Score -7553066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -7553068.000000 Penalty: 3560.502686
	Iteration 39Q: 3 clusters Score -7553068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -7553073.000000 Penalty: 3560.502686
	Iteration 40F: 3 clusters Score -7553073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -7553081.000000 Penalty: 3560.502686
	Iteration 41Q: 3 clusters Score -7553081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -7553089.500000 Penalty: 3560.502686
	Iteration 42Q: 3 clusters Score -7553090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7553095.000000 Penalty: 3560.502686
	Iteration 43Q: 3 clusters Score -7553095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -7553097.000000 Penalty: 3560.502686
	Iteration 44Q: 3 clusters Score -7553097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -7553106.000000 Penalty: 3560.502686
	Iteration 45Q: 3 clusters Score -7553106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -7553105.500000 Penalty: 3560.502686
	Iteration 46Q: 3 clusters Score -7553106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -7553102.500000 Penalty: 3560.502686
	Iteration 47Q: 3 clusters Score -7553102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -7553105.500000 Penalty: 3560.502686
	Iteration 48Q: 3 clusters Score -7553106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7553107.500000 Penalty: 3560.502686
	Iteration 49Q: 3 clusters Score -7553108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7553107.500000 Penalty: 3560.502686
	Iteration 50F: 3 clusters Score -7553108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Entering Unmasked Estep 
Score: -1735987.125000 Penalty: 1549.289429
	Iteration 0F: 2 clusters Score -1735987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1726361.500000 Penalty: 3098.578857
	Iteration 0F: 3 clusters Score -1726362 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1729597.000000 Penalty: 3098.578857
	Iteration 1F: 3 clusters Score -1729597 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1729957.625000 Penalty: 3098.578857
	Iteration 2F: 3 clusters Score -1729958 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1730344.750000 Penalty: 3098.578857
	Iteration 3F: 3 clusters Score -1730345 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1730809.625000 Penalty: 3098.578857
	Iteration 4F: 3 clusters Score -1730810 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1731386.250000 Penalty: 3098.578857
	Iteration 5F: 3 clusters Score -1731386 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1732062.625000 Penalty: 3098.578857
	Iteration 6F: 3 clusters Score -1732063 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1732776.000000 Penalty: 3098.578857
	Iteration 7F: 3 clusters Score -1732776 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1733402.125000 Penalty: 3098.578857
	Iteration 8F: 3 clusters Score -1733402 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1733848.500000 Penalty: 3098.578857
	Iteration 9Q: 3 clusters Score -1733848 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1734174.750000 Penalty: 3098.578857
	Iteration 10Q: 3 clusters Score -1734175 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1734367.875000 Penalty: 3098.578857
	Iteration 11Q: 3 clusters Score -1734368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1734497.375000 Penalty: 3098.578857
	Iteration 12Q: 3 clusters Score -1734497 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1734575.375000 Penalty: 3098.578857
	Iteration 13Q: 3 clusters Score -1734575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1734644.750000 Penalty: 3098.578857
	Iteration 14Q: 3 clusters Score -1734645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1734688.000000 Penalty: 3098.578857
	Iteration 15Q: 3 clusters Score -1734688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1734721.125000 Penalty: 3098.578857
	Iteration 16Q: 3 clusters Score -1734721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1734758.375000 Penalty: 3098.578857
	Iteration 17Q: 3 clusters Score -1734758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1734777.375000 Penalty: 3098.578857
	Iteration 18Q: 3 clusters Score -1734777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1734781.875000 Penalty: 3098.578857
	Iteration 19Q: 3 clusters Score -1734782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1734792.250000 Penalty: 3098.578857
	Iteration 20F: 3 clusters Score -1734792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1734798.250000 Penalty: 3098.578857
	Iteration 21Q: 3 clusters Score -1734798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1734798.625000 Penalty: 3098.578857
	Iteration 22Q: 3 clusters Score -1734799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1734798.375000 Penalty: 3098.578857
	Iteration 23Q: 3 clusters Score -1734798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1734797.750000 Penalty: 3098.578857
	Iteration 24Q: 3 clusters Score -1734798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1734804.625000 Penalty: 3098.578857
	Iteration 25Q: 3 clusters Score -1734805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1734808.875000 Penalty: 3098.578857
	Iteration 26Q: 3 clusters Score -1734809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1734813.500000 Penalty: 3098.578857
	Iteration 27Q: 3 clusters Score -1734814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1734815.000000 Penalty: 3098.578857
	Iteration 28Q: 3 clusters Score -1734815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1734816.250000 Penalty: 3098.578857
	Iteration 29Q: 3 clusters Score -1734816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1734819.500000 Penalty: 3098.578857
	Iteration 30Q: 3 clusters Score -1734820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1734818.875000 Penalty: 3098.578857
	Iteration 31Q: 3 clusters Score -1734819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1734821.500000 Penalty: 3098.578857
	Iteration 32Q: 3 clusters Score -1734822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1734822.375000 Penalty: 3098.578857
	Iteration 33Q: 3 clusters Score -1734822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1734821.625000 Penalty: 3098.578857
	Iteration 34Q: 3 clusters Score -1734822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1734823.000000 Penalty: 3098.578857
	Iteration 35Q: 3 clusters Score -1734823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1734824.000000 Penalty: 3098.578857
	Iteration 36Q: 3 clusters Score -1734824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1734823.875000 Penalty: 3098.578857
	Iteration 37Q: 3 clusters Score -1734824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1734822.875000 Penalty: 3098.578857
	Iteration 38Q: 3 clusters Score -1734823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1734822.875000 Penalty: 3098.578857
	Iteration 39F: 3 clusters Score -1734823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Entering Unmasked Estep 
Score: -8306471.500000 Penalty: 1794.136353
	Iteration 0F: 2 clusters Score -8306472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -8265429.000000 Penalty: 3588.272705
	Iteration 0F: 3 clusters Score -8265429 nChanged 29409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8282615.000000 Penalty: 3588.272705
	Iteration 1F: 3 clusters Score -8282615 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -8283482.000000 Penalty: 3588.272705
	Iteration 2Q: 3 clusters Score -8283482 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -8284945.500000 Penalty: 3588.272705
	Iteration 3F: 3 clusters Score -8284946 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8287573.500000 Penalty: 3588.272705
	Iteration 4F: 3 clusters Score -8287574 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -8291866.500000 Penalty: 3588.272705
	Iteration 5F: 3 clusters Score -8291866 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -8297081.000000 Penalty: 3588.272705
	Iteration 6F: 3 clusters Score -8297081 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -8301582.500000 Penalty: 3588.272705
	Iteration 7F: 3 clusters Score -8301582 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -8303786.000000 Penalty: 3588.272705
	Iteration 8Q: 3 clusters Score -8303786 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -8304501.500000 Penalty: 3588.272705
	Iteration 9Q: 3 clusters Score -8304502 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -8304723.500000 Penalty: 3588.272705
	Iteration 10Q: 3 clusters Score -8304724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -8304788.500000 Penalty: 3588.272705
	Iteration 11Q: 3 clusters Score -8304788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -8304830.000000 Penalty: 3588.272705
	Iteration 12Q: 3 clusters Score -8304830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -8304842.000000 Penalty: 3588.272705
	Iteration 13Q: 3 clusters Score -8304842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -8304850.000000 Penalty: 3588.272705
	Iteration 14Q: 3 clusters Score -8304850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -8304854.000000 Penalty: 3588.272705
	Iteration 15Q: 3 clusters Score -8304854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -8304859.500000 Penalty: 3588.272705
	Iteration 16Q: 3 clusters Score -8304860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -8304859.500000 Penalty: 3588.272705
	Iteration 17F: 3 clusters Score -8304860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Entering Unmasked Estep 
Score: -6783098.000000 Penalty: 1763.769531
	Iteration 0F: 2 clusters Score -6783098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -6748621.500000 Penalty: 3527.539062
	Iteration 0F: 3 clusters Score -6748622 nChanged 24394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -6762276.000000 Penalty: 3527.539062
	Iteration 1F: 3 clusters Score -6762276 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -6762975.000000 Penalty: 3527.539062
	Iteration 2Q: 3 clusters Score -6762975 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -6763834.500000 Penalty: 3527.539062
	Iteration 3Q: 3 clusters Score -6763834 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6765015.000000 Penalty: 3527.539062
	Iteration 4F: 3 clusters Score -6765015 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6766697.500000 Penalty: 3527.539062
	Iteration 5F: 3 clusters Score -6766698 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6768977.500000 Penalty: 3527.539062
	Iteration 6F: 3 clusters Score -6768978 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -6771994.500000 Penalty: 3527.539062
	Iteration 7F: 3 clusters Score -6771994 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -6775322.500000 Penalty: 3527.539062
	Iteration 8F: 3 clusters Score -6775322 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -6778055.500000 Penalty: 3527.539062
	Iteration 9F: 3 clusters Score -6778056 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -6779859.500000 Penalty: 3527.539062
	Iteration 10Q: 3 clusters Score -6779860 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -6780728.000000 Penalty: 3527.539062
	Iteration 11Q: 3 clusters Score -6780728 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -6781136.000000 Penalty: 3527.539062
	Iteration 12Q: 3 clusters Score -6781136 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6781324.000000 Penalty: 3527.539062
	Iteration 13Q: 3 clusters Score -6781324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6781400.000000 Penalty: 3527.539062
	Iteration 14Q: 3 clusters Score -6781400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6781440.500000 Penalty: 3527.539062
	Iteration 15Q: 3 clusters Score -6781440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -6781463.500000 Penalty: 3527.539062
	Iteration 16Q: 3 clusters Score -6781464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -6781472.500000 Penalty: 3527.539062
	Iteration 17Q: 3 clusters Score -6781472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6781484.500000 Penalty: 3527.539062
	Iteration 18Q: 3 clusters Score -6781484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -6781497.000000 Penalty: 3527.539062
	Iteration 19Q: 3 clusters Score -6781497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6781498.500000 Penalty: 3527.539062
	Iteration 20F: 3 clusters Score -6781498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6781505.500000 Penalty: 3527.539062
	Iteration 21Q: 3 clusters Score -6781506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6781507.000000 Penalty: 3527.539062
	Iteration 22Q: 3 clusters Score -6781507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6781511.500000 Penalty: 3527.539062
	Iteration 23Q: 3 clusters Score -6781512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6781511.500000 Penalty: 3527.539062
	Iteration 24Q: 3 clusters Score -6781512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6781508.500000 Penalty: 3527.539062
	Iteration 25Q: 3 clusters Score -6781508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6781512.000000 Penalty: 3527.539062
	Iteration 26Q: 3 clusters Score -6781512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6781514.500000 Penalty: 3527.539062
	Iteration 27Q: 3 clusters Score -6781514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6781514.500000 Penalty: 3527.539062
	Iteration 28F: 3 clusters Score -6781514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Entering Unmasked Estep 
Score: -8721846.000000 Penalty: 1804.220459
	Iteration 0F: 2 clusters Score -8721846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -8678331.000000 Penalty: 3608.440918
	Iteration 0F: 3 clusters Score -8678331 nChanged 31470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8696139.000000 Penalty: 3608.440918
	Iteration 1F: 3 clusters Score -8696139 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -8696644.000000 Penalty: 3608.440918
	Iteration 2Q: 3 clusters Score -8696644 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8697294.000000 Penalty: 3608.440918
	Iteration 3Q: 3 clusters Score -8697294 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -8698302.000000 Penalty: 3608.440918
	Iteration 4Q: 3 clusters Score -8698302 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8700207.000000 Penalty: 3608.440918
	Iteration 5F: 3 clusters Score -8700207 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -8703556.000000 Penalty: 3608.440918
	Iteration 6F: 3 clusters Score -8703556 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -8708786.000000 Penalty: 3608.440918
	Iteration 7F: 3 clusters Score -8708786 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -8714550.000000 Penalty: 3608.440918
	Iteration 8F: 3 clusters Score -8714550 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8718341.000000 Penalty: 3608.440918
	Iteration 9F: 3 clusters Score -8718341 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8719624.000000 Penalty: 3608.440918
	Iteration 10Q: 3 clusters Score -8719624 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8720043.000000 Penalty: 3608.440918
	Iteration 11Q: 3 clusters Score -8720043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8720156.000000 Penalty: 3608.440918
	Iteration 12Q: 3 clusters Score -8720156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8720211.000000 Penalty: 3608.440918
	Iteration 13Q: 3 clusters Score -8720211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8720256.000000 Penalty: 3608.440918
	Iteration 14Q: 3 clusters Score -8720256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8720268.000000 Penalty: 3608.440918
	Iteration 15Q: 3 clusters Score -8720268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8720271.000000 Penalty: 3608.440918
	Iteration 16Q: 3 clusters Score -8720271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8720272.000000 Penalty: 3608.440918
	Iteration 17Q: 3 clusters Score -8720272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8720281.000000 Penalty: 3608.440918
	Iteration 18Q: 3 clusters Score -8720281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8720291.000000 Penalty: 3608.440918
	Iteration 19Q: 3 clusters Score -8720291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8720298.000000 Penalty: 3608.440918
	Iteration 20F: 3 clusters Score -8720298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8720304.000000 Penalty: 3608.440918
	Iteration 21Q: 3 clusters Score -8720304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8720310.000000 Penalty: 3608.440918
	Iteration 22Q: 3 clusters Score -8720310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8720310.000000 Penalty: 3608.440918
	Iteration 23Q: 3 clusters Score -8720310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8720311.000000 Penalty: 3608.440918
	Iteration 24Q: 3 clusters Score -8720311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8720311.000000 Penalty: 3608.440918
	Iteration 25F: 3 clusters Score -8720311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1501119.000000 Penalty: 1523.438599
	Iteration 0F: 2 clusters Score -1501119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1492758.250000 Penalty: 3046.877197
	Iteration 0F: 3 clusters Score -1492758 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1495580.500000 Penalty: 3046.877197
	Iteration 1F: 3 clusters Score -1495580 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1495847.000000 Penalty: 3046.877197
	Iteration 2F: 3 clusters Score -1495847 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1496066.500000 Penalty: 3046.877197
	Iteration 3Q: 3 clusters Score -1496066 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1496271.000000 Penalty: 3046.877197
	Iteration 4Q: 3 clusters Score -1496271 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1496469.375000 Penalty: 3046.877197
	Iteration 5Q: 3 clusters Score -1496469 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1496646.750000 Penalty: 3046.877197
	Iteration 6Q: 3 clusters Score -1496647 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1496851.000000 Penalty: 3046.877197
	Iteration 7Q: 3 clusters Score -1496851 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1497042.625000 Penalty: 3046.877197
	Iteration 8Q: 3 clusters Score -1497043 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1497261.375000 Penalty: 3046.877197
	Iteration 9Q: 3 clusters Score -1497261 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1497495.625000 Penalty: 3046.877197
	Iteration 10Q: 3 clusters Score -1497496 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1497758.875000 Penalty: 3046.877197
	Iteration 11Q: 3 clusters Score -1497759 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1498045.375000 Penalty: 3046.877197
	Iteration 12Q: 3 clusters Score -1498045 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1498363.625000 Penalty: 3046.877197
	Iteration 13Q: 3 clusters Score -1498364 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1498642.000000 Penalty: 3046.877197
	Iteration 14Q: 3 clusters Score -1498642 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1498904.000000 Penalty: 3046.877197
	Iteration 15Q: 3 clusters Score -1498904 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1499121.000000 Penalty: 3046.877197
	Iteration 16Q: 3 clusters Score -1499121 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1499335.875000 Penalty: 3046.877197
	Iteration 17Q: 3 clusters Score -1499336 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1499573.375000 Penalty: 3046.877197
	Iteration 18Q: 3 clusters Score -1499573 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1499840.750000 Penalty: 3046.877197
	Iteration 19Q: 3 clusters Score -1499841 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1500094.250000 Penalty: 3046.877197
	Iteration 20F: 3 clusters Score -1500094 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1500390.000000 Penalty: 3046.877197
	Iteration 21Q: 3 clusters Score -1500390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1500588.125000 Penalty: 3046.877197
	Iteration 22Q: 3 clusters Score -1500588 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1500673.750000 Penalty: 3046.877197
	Iteration 23Q: 3 clusters Score -1500674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1500722.125000 Penalty: 3046.877197
	Iteration 24Q: 3 clusters Score -1500722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1500761.000000 Penalty: 3046.877197
	Iteration 25Q: 3 clusters Score -1500761 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1500787.125000 Penalty: 3046.877197
	Iteration 26Q: 3 clusters Score -1500787 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1500814.000000 Penalty: 3046.877197
	Iteration 27Q: 3 clusters Score -1500814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1500836.375000 Penalty: 3046.877197
	Iteration 28Q: 3 clusters Score -1500836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1500848.750000 Penalty: 3046.877197
	Iteration 29Q: 3 clusters Score -1500849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1500855.500000 Penalty: 3046.877197
	Iteration 30Q: 3 clusters Score -1500856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1500869.000000 Penalty: 3046.877197
	Iteration 31Q: 3 clusters Score -1500869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1500873.625000 Penalty: 3046.877197
	Iteration 32Q: 3 clusters Score -1500874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1500875.125000 Penalty: 3046.877197
	Iteration 33Q: 3 clusters Score -1500875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1500878.750000 Penalty: 3046.877197
	Iteration 34Q: 3 clusters Score -1500879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1500884.375000 Penalty: 3046.877197
	Iteration 35Q: 3 clusters Score -1500884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1500882.750000 Penalty: 3046.877197
	Iteration 36Q: 3 clusters Score -1500883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1500883.125000 Penalty: 3046.877197
	Iteration 37Q: 3 clusters Score -1500883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1500881.625000 Penalty: 3046.877197
	Iteration 38Q: 3 clusters Score -1500882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1500881.875000 Penalty: 3046.877197
	Iteration 39Q: 3 clusters Score -1500882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1500883.000000 Penalty: 3046.877197
	Iteration 40F: 3 clusters Score -1500883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1500887.250000 Penalty: 3046.877197
	Iteration 41Q: 3 clusters Score -1500887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1500887.250000 Penalty: 3046.877197
	Iteration 42F: 3 clusters Score -1500887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (63076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Entering Unmasked Estep 
Score: -8308099.000000 Penalty: 1795.965454
	Iteration 0F: 2 clusters Score -8308099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -8266955.500000 Penalty: 3591.930908
	Iteration 0F: 3 clusters Score -8266956 nChanged 29954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -8283940.500000 Penalty: 3591.930908
	Iteration 1F: 3 clusters Score -8283940 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -8284619.500000 Penalty: 3591.930908
	Iteration 2Q: 3 clusters Score -8284620 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8285590.000000 Penalty: 3591.930908
	Iteration 3Q: 3 clusters Score -8285590 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -8286860.500000 Penalty: 3591.930908
	Iteration 4F: 3 clusters Score -8286860 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -8288715.000000 Penalty: 3591.930908
	Iteration 5F: 3 clusters Score -8288715 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8291179.000000 Penalty: 3591.930908
	Iteration 6F: 3 clusters Score -8291179 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -8294226.000000 Penalty: 3591.930908
	Iteration 7F: 3 clusters Score -8294226 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -8297529.000000 Penalty: 3591.930908
	Iteration 8F: 3 clusters Score -8297529 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -8300757.500000 Penalty: 3591.930908
	Iteration 9F: 3 clusters Score -8300758 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -8303541.500000 Penalty: 3591.930908
	Iteration 10Q: 3 clusters Score -8303542 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -8305247.000000 Penalty: 3591.930908
	Iteration 11Q: 3 clusters Score -8305247 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -8306024.500000 Penalty: 3591.930908
	Iteration 12Q: 3 clusters Score -8306024 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -8306293.500000 Penalty: 3591.930908
	Iteration 13Q: 3 clusters Score -8306294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -8306371.000000 Penalty: 3591.930908
	Iteration 14Q: 3 clusters Score -8306371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -8306406.000000 Penalty: 3591.930908
	Iteration 15Q: 3 clusters Score -8306406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -8306437.500000 Penalty: 3591.930908
	Iteration 16Q: 3 clusters Score -8306438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -8306444.500000 Penalty: 3591.930908
	Iteration 17Q: 3 clusters Score -8306444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -8306451.500000 Penalty: 3591.930908
	Iteration 18Q: 3 clusters Score -8306452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -8306467.500000 Penalty: 3591.930908
	Iteration 19Q: 3 clusters Score -8306468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -8306480.500000 Penalty: 3591.930908
	Iteration 20F: 3 clusters Score -8306480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -8306493.000000 Penalty: 3591.930908
	Iteration 21Q: 3 clusters Score -8306493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -8306494.000000 Penalty: 3591.930908
	Iteration 22Q: 3 clusters Score -8306494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8306496.000000 Penalty: 3591.930908
	Iteration 23Q: 3 clusters Score -8306496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8306499.500000 Penalty: 3591.930908
	Iteration 24Q: 3 clusters Score -8306500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -8306500.500000 Penalty: 3591.930908
	Iteration 25Q: 3 clusters Score -8306500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -8306508.000000 Penalty: 3591.930908
	Iteration 26Q: 3 clusters Score -8306508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -8306508.000000 Penalty: 3591.930908
	Iteration 27F: 3 clusters Score -8306508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -602017.937500 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -602017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -598039.812500 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -598039.8 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -599377.062500 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -599377.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -599619.250000 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -599619.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -599779.750000 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -599779.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -599952.625000 Penalty: 2768.996338
	Iteration 4F: 3 clusters Score -599952.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -600120.062500 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -600120.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -600256.750000 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -600256.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -600403.125000 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -600403.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -600574.875000 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -600574.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -600742.000000 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -600742 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -600850.062500 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -600850.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -600922.500000 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -600922.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -600995.062500 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -600995.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -601044.187500 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -601044.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -601082.875000 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -601082.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -601112.062500 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -601112.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -601141.000000 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -601141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -601166.875000 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -601166.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -601186.875000 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -601186.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -601204.437500 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -601204.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -601217.625000 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -601217.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -601232.062500 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -601232.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -601240.687500 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -601240.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -601250.500000 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -601250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -601258.312500 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -601258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -601263.812500 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -601263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -601265.375000 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -601265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -601267.187500 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -601267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -601267.187500 Penalty: 2768.996338
	Iteration 28F: 3 clusters Score -601267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -673877.062500 Penalty: 1400.943848
	Iteration 0F: 2 clusters Score -673877.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -669537.562500 Penalty: 2801.887695
	Iteration 0F: 3 clusters Score -669537.6 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -670893.250000 Penalty: 2801.887695
	Iteration 1F: 3 clusters Score -670893.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -671215.625000 Penalty: 2801.887695
	Iteration 2F: 3 clusters Score -671215.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -671459.000000 Penalty: 2801.887695
	Iteration 3F: 3 clusters Score -671459 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -671661.375000 Penalty: 2801.887695
	Iteration 4F: 3 clusters Score -671661.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -671865.687500 Penalty: 2801.887695
	Iteration 5F: 3 clusters Score -671865.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -672044.937500 Penalty: 2801.887695
	Iteration 6Q: 3 clusters Score -672044.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -672207.375000 Penalty: 2801.887695
	Iteration 7Q: 3 clusters Score -672207.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -672335.562500 Penalty: 2801.887695
	Iteration 8Q: 3 clusters Score -672335.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -672427.750000 Penalty: 2801.887695
	Iteration 9Q: 3 clusters Score -672427.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -672495.375000 Penalty: 2801.887695
	Iteration 10Q: 3 clusters Score -672495.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -672558.437500 Penalty: 2801.887695
	Iteration 11Q: 3 clusters Score -672558.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -672610.250000 Penalty: 2801.887695
	Iteration 12Q: 3 clusters Score -672610.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -672646.625000 Penalty: 2801.887695
	Iteration 13Q: 3 clusters Score -672646.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -672676.000000 Penalty: 2801.887695
	Iteration 14Q: 3 clusters Score -672676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -672715.562500 Penalty: 2801.887695
	Iteration 15Q: 3 clusters Score -672715.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -672742.187500 Penalty: 2801.887695
	Iteration 16Q: 3 clusters Score -672742.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -672763.812500 Penalty: 2801.887695
	Iteration 17Q: 3 clusters Score -672763.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -672781.812500 Penalty: 2801.887695
	Iteration 18Q: 3 clusters Score -672781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -672792.812500 Penalty: 2801.887695
	Iteration 19Q: 3 clusters Score -672792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -672803.937500 Penalty: 2801.887695
	Iteration 20F: 3 clusters Score -672803.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -672815.000000 Penalty: 2801.887695
	Iteration 21Q: 3 clusters Score -672815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -672824.625000 Penalty: 2801.887695
	Iteration 22Q: 3 clusters Score -672824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -672832.562500 Penalty: 2801.887695
	Iteration 23Q: 3 clusters Score -672832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -672835.000000 Penalty: 2801.887695
	Iteration 24Q: 3 clusters Score -672835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -672838.062500 Penalty: 2801.887695
	Iteration 25Q: 3 clusters Score -672838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -672839.312500 Penalty: 2801.887695
	Iteration 26Q: 3 clusters Score -672839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -672841.500000 Penalty: 2801.887695
	Iteration 27Q: 3 clusters Score -672841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -672841.875000 Penalty: 2801.887695
	Iteration 28Q: 3 clusters Score -672841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -672841.937500 Penalty: 2801.887695
	Iteration 29Q: 3 clusters Score -672841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -672843.750000 Penalty: 2801.887695
	Iteration 30Q: 3 clusters Score -672843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -672843.750000 Penalty: 2801.887695
	Iteration 31F: 3 clusters Score -672843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21531.697266 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21531.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21832.287109 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21832.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21889.027344 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -21889.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21942.843750 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21942.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21963.943359 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21963.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21977.804688 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21977.804688 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -21977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -334962.375000 Penalty: 1279.521484
	Iteration 0F: 2 clusters Score -334962.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -332471.875000 Penalty: 2559.042969
	Iteration 0F: 3 clusters Score -332471.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -333059.406250 Penalty: 2559.042969
	Iteration 1F: 3 clusters Score -333059.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -333191.500000 Penalty: 2559.042969
	Iteration 2F: 3 clusters Score -333191.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -333273.218750 Penalty: 2559.042969
	Iteration 3Q: 3 clusters Score -333273.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -333343.468750 Penalty: 2559.042969
	Iteration 4Q: 3 clusters Score -333343.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -333389.593750 Penalty: 2559.042969
	Iteration 5Q: 3 clusters Score -333389.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -333433.625000 Penalty: 2559.042969
	Iteration 6Q: 3 clusters Score -333433.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -333467.656250 Penalty: 2559.042969
	Iteration 7Q: 3 clusters Score -333467.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -333495.406250 Penalty: 2559.042969
	Iteration 8Q: 3 clusters Score -333495.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -333529.281250 Penalty: 2559.042969
	Iteration 9Q: 3 clusters Score -333529.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -333572.593750 Penalty: 2559.042969
	Iteration 10Q: 3 clusters Score -333572.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -333609.468750 Penalty: 2559.042969
	Iteration 11Q: 3 clusters Score -333609.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -333638.343750 Penalty: 2559.042969
	Iteration 12Q: 3 clusters Score -333638.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -333670.343750 Penalty: 2559.042969
	Iteration 13Q: 3 clusters Score -333670.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -333705.875000 Penalty: 2559.042969
	Iteration 14Q: 3 clusters Score -333705.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -333740.062500 Penalty: 2559.042969
	Iteration 15Q: 3 clusters Score -333740.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -333771.312500 Penalty: 2559.042969
	Iteration 16Q: 3 clusters Score -333771.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -333799.093750 Penalty: 2559.042969
	Iteration 17Q: 3 clusters Score -333799.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -333823.718750 Penalty: 2559.042969
	Iteration 18Q: 3 clusters Score -333823.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -333839.656250 Penalty: 2559.042969
	Iteration 19Q: 3 clusters Score -333839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -333850.312500 Penalty: 2559.042969
	Iteration 20F: 3 clusters Score -333850.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -333861.125000 Penalty: 2559.042969
	Iteration 21Q: 3 clusters Score -333861.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -333867.250000 Penalty: 2559.042969
	Iteration 22Q: 3 clusters Score -333867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -333877.218750 Penalty: 2559.042969
	Iteration 23Q: 3 clusters Score -333877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -333885.718750 Penalty: 2559.042969
	Iteration 24Q: 3 clusters Score -333885.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -333894.968750 Penalty: 2559.042969
	Iteration 25Q: 3 clusters Score -333895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -333901.937500 Penalty: 2559.042969
	Iteration 26Q: 3 clusters Score -333901.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -333911.093750 Penalty: 2559.042969
	Iteration 27Q: 3 clusters Score -333911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -333917.718750 Penalty: 2559.042969
	Iteration 28Q: 3 clusters Score -333917.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -333924.031250 Penalty: 2559.042969
	Iteration 29Q: 3 clusters Score -333924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -333926.156250 Penalty: 2559.042969
	Iteration 30Q: 3 clusters Score -333926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -333928.187500 Penalty: 2559.042969
	Iteration 31Q: 3 clusters Score -333928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -333929.343750 Penalty: 2559.042969
	Iteration 32Q: 3 clusters Score -333929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -333930.000000 Penalty: 2559.042969
	Iteration 33Q: 3 clusters Score -333930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -333930.000000 Penalty: 2559.042969
	Iteration 34F: 3 clusters Score -333930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -159467.156250 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -159467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157753.140625 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -157753.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158213.468750 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -158213.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158436.250000 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -158436.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158650.203125 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -158650.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -158823.046875 Penalty: 2361.945801
	Iteration 4F: 3 clusters Score -158823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -158948.468750 Penalty: 2361.945801
	Iteration 5F: 3 clusters Score -158948.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159057.593750 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -159057.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159131.718750 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -159131.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159199.859375 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -159199.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159231.953125 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -159232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159249.390625 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -159249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159258.781250 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -159258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159263.000000 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -159263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159265.781250 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -159265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159270.015625 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -159270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159277.078125 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -159277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159283.562500 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -159283.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159290.296875 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -159290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -159298.156250 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -159298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -159306.390625 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -159306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159312.765625 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -159312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159314.015625 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -159314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -159314.406250 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -159314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -159314.406250 Penalty: 2361.945801
	Iteration 23F: 3 clusters Score -159314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1533945.250000 Penalty: 1518.456421
	Iteration 0F: 2 clusters Score -1533945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1525824.750000 Penalty: 3036.912842
	Iteration 0F: 3 clusters Score -1525825 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1528589.000000 Penalty: 3036.912842
	Iteration 1F: 3 clusters Score -1528589 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1528861.500000 Penalty: 3036.912842
	Iteration 2F: 3 clusters Score -1528862 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1529138.875000 Penalty: 3036.912842
	Iteration 3F: 3 clusters Score -1529139 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1529438.625000 Penalty: 3036.912842
	Iteration 4F: 3 clusters Score -1529439 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1529767.750000 Penalty: 3036.912842
	Iteration 5F: 3 clusters Score -1529768 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1530164.000000 Penalty: 3036.912842
	Iteration 6F: 3 clusters Score -1530164 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1530691.250000 Penalty: 3036.912842
	Iteration 7F: 3 clusters Score -1530691 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1531227.000000 Penalty: 3036.912842
	Iteration 8F: 3 clusters Score -1531227 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1531729.375000 Penalty: 3036.912842
	Iteration 9Q: 3 clusters Score -1531729 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1532099.375000 Penalty: 3036.912842
	Iteration 10Q: 3 clusters Score -1532099 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1532345.375000 Penalty: 3036.912842
	Iteration 11Q: 3 clusters Score -1532345 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1532459.250000 Penalty: 3036.912842
	Iteration 12Q: 3 clusters Score -1532459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1532517.625000 Penalty: 3036.912842
	Iteration 13Q: 3 clusters Score -1532518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1532564.750000 Penalty: 3036.912842
	Iteration 14Q: 3 clusters Score -1532565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1532589.500000 Penalty: 3036.912842
	Iteration 15Q: 3 clusters Score -1532590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1532603.750000 Penalty: 3036.912842
	Iteration 16Q: 3 clusters Score -1532604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1532614.625000 Penalty: 3036.912842
	Iteration 17Q: 3 clusters Score -1532615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1532620.500000 Penalty: 3036.912842
	Iteration 18Q: 3 clusters Score -1532620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1532623.375000 Penalty: 3036.912842
	Iteration 19Q: 3 clusters Score -1532623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1532627.375000 Penalty: 3036.912842
	Iteration 20F: 3 clusters Score -1532627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1532629.375000 Penalty: 3036.912842
	Iteration 21Q: 3 clusters Score -1532629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1532633.375000 Penalty: 3036.912842
	Iteration 22Q: 3 clusters Score -1532633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1532634.875000 Penalty: 3036.912842
	Iteration 23Q: 3 clusters Score -1532635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1532634.875000 Penalty: 3036.912842
	Iteration 24F: 3 clusters Score -1532635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -292054.937500 Penalty: 1257.362671
	Iteration 0F: 2 clusters Score -292054.9 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 1183 members 
Entering Unmasked Estep 
Score: -289808.937500 Penalty: 2514.725342
	Iteration 0F: 3 clusters Score -289808.9 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -290310.062500 Penalty: 2514.725342
	Iteration 1F: 3 clusters Score -290310.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290404.312500 Penalty: 2514.725342
	Iteration 2F: 3 clusters Score -290404.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290463.468750 Penalty: 2514.725342
	Iteration 3Q: 3 clusters Score -290463.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290499.843750 Penalty: 2514.725342
	Iteration 4Q: 3 clusters Score -290499.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -290522.906250 Penalty: 2514.725342
	Iteration 5Q: 3 clusters Score -290522.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -290542.656250 Penalty: 2514.725342
	Iteration 6Q: 3 clusters Score -290542.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -290556.343750 Penalty: 2514.725342
	Iteration 7Q: 3 clusters Score -290556.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -290565.437500 Penalty: 2514.725342
	Iteration 8Q: 3 clusters Score -290565.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -290574.968750 Penalty: 2514.725342
	Iteration 9Q: 3 clusters Score -290575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -290579.218750 Penalty: 2514.725342
	Iteration 10Q: 3 clusters Score -290579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -290581.781250 Penalty: 2514.725342
	Iteration 11Q: 3 clusters Score -290581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -290584.656250 Penalty: 2514.725342
	Iteration 12Q: 3 clusters Score -290584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -290585.218750 Penalty: 2514.725342
	Iteration 13Q: 3 clusters Score -290585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -290586.312500 Penalty: 2514.725342
	Iteration 14Q: 3 clusters Score -290586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290586.125000 Penalty: 2514.725342
	Iteration 15Q: 3 clusters Score -290586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290586.125000 Penalty: 2514.725342
	Iteration 16F: 3 clusters Score -290586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Entering Unmasked Estep 
Score: -10681529.000000 Penalty: 1835.866333
	Iteration 0F: 2 clusters Score -1.068153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -10631039.000000 Penalty: 3671.732666
	Iteration 0F: 3 clusters Score -1.063104e+07 nChanged 38366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -10653256.000000 Penalty: 3671.732666
	Iteration 1F: 3 clusters Score -1.065326e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -10653993.000000 Penalty: 3671.732666
	Iteration 2Q: 3 clusters Score -1.065399e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -10654796.000000 Penalty: 3671.732666
	Iteration 3Q: 3 clusters Score -1.06548e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -10656033.000000 Penalty: 3671.732666
	Iteration 4Q: 3 clusters Score -1.065603e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -10657744.000000 Penalty: 3671.732666
	Iteration 5Q: 3 clusters Score -1.065774e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -10660473.000000 Penalty: 3671.732666
	Iteration 6F: 3 clusters Score -1.066047e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -10664187.000000 Penalty: 3671.732666
	Iteration 7F: 3 clusters Score -1.066419e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -10668071.000000 Penalty: 3671.732666
	Iteration 8F: 3 clusters Score -1.066807e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -10671394.000000 Penalty: 3671.732666
	Iteration 9F: 3 clusters Score -1.067139e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -10673924.000000 Penalty: 3671.732666
	Iteration 10Q: 3 clusters Score -1.067392e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -10675765.000000 Penalty: 3671.732666
	Iteration 11Q: 3 clusters Score -1.067576e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -10676936.000000 Penalty: 3671.732666
	Iteration 12Q: 3 clusters Score -1.067694e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -10677760.000000 Penalty: 3671.732666
	Iteration 13Q: 3 clusters Score -1.067776e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -10678228.000000 Penalty: 3671.732666
	Iteration 14Q: 3 clusters Score -1.067823e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10678644.000000 Penalty: 3671.732666
	Iteration 15Q: 3 clusters Score -1.067864e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -10678934.000000 Penalty: 3671.732666
	Iteration 16Q: 3 clusters Score -1.067893e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10679152.000000 Penalty: 3671.732666
	Iteration 17Q: 3 clusters Score -1.067915e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10679312.000000 Penalty: 3671.732666
	Iteration 18Q: 3 clusters Score -1.067931e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10679466.000000 Penalty: 3671.732666
	Iteration 19Q: 3 clusters Score -1.067947e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10679580.000000 Penalty: 3671.732666
	Iteration 20F: 3 clusters Score -1.067958e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10679632.000000 Penalty: 3671.732666
	Iteration 21Q: 3 clusters Score -1.067963e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10679696.000000 Penalty: 3671.732666
	Iteration 22Q: 3 clusters Score -1.06797e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10679751.000000 Penalty: 3671.732666
	Iteration 23Q: 3 clusters Score -1.067975e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10679787.000000 Penalty: 3671.732666
	Iteration 24Q: 3 clusters Score -1.067979e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10679810.000000 Penalty: 3671.732666
	Iteration 25Q: 3 clusters Score -1.067981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10679826.000000 Penalty: 3671.732666
	Iteration 26Q: 3 clusters Score -1.067983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10679829.000000 Penalty: 3671.732666
	Iteration 27Q: 3 clusters Score -1.067983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10679843.000000 Penalty: 3671.732666
	Iteration 28Q: 3 clusters Score -1.067984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10679849.000000 Penalty: 3671.732666
	Iteration 29Q: 3 clusters Score -1.067985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10679868.000000 Penalty: 3671.732666
	Iteration 30Q: 3 clusters Score -1.067987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10679883.000000 Penalty: 3671.732666
	Iteration 31Q: 3 clusters Score -1.067988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10679891.000000 Penalty: 3671.732666
	Iteration 32Q: 3 clusters Score -1.067989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10679898.000000 Penalty: 3671.732666
	Iteration 33Q: 3 clusters Score -1.06799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10679907.000000 Penalty: 3671.732666
	Iteration 34Q: 3 clusters Score -1.067991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10679918.000000 Penalty: 3671.732666
	Iteration 35Q: 3 clusters Score -1.067992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10679936.000000 Penalty: 3671.732666
	Iteration 36Q: 3 clusters Score -1.067994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10679944.000000 Penalty: 3671.732666
	Iteration 37Q: 3 clusters Score -1.067994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10679949.000000 Penalty: 3671.732666
	Iteration 38Q: 3 clusters Score -1.067995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10679944.000000 Penalty: 3671.732666
	Iteration 39Q: 3 clusters Score -1.067994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10679969.000000 Penalty: 3671.732666
	Iteration 40F: 3 clusters Score -1.067997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10679977.000000 Penalty: 3671.732666
	Iteration 41Q: 3 clusters Score -1.067998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10679982.000000 Penalty: 3671.732666
	Iteration 42Q: 3 clusters Score -1.067998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10679985.000000 Penalty: 3671.732666
	Iteration 43Q: 3 clusters Score -1.067998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10679990.000000 Penalty: 3671.732666
	Iteration 44Q: 3 clusters Score -1.067999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10679977.000000 Penalty: 3671.732666
	Iteration 45Q: 3 clusters Score -1.067998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10679975.000000 Penalty: 3671.732666
	Iteration 46Q: 3 clusters Score -1.067998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10679981.000000 Penalty: 3671.732666
	Iteration 47Q: 3 clusters Score -1.067998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10679981.000000 Penalty: 3671.732666
	Iteration 48F: 3 clusters Score -1.067998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -230406.453125 Penalty: 1220.889038
	Iteration 0F: 2 clusters Score -230406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -228402.015625 Penalty: 2441.778076
	Iteration 0F: 3 clusters Score -228402 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -228808.250000 Penalty: 2441.778076
	Iteration 1F: 3 clusters Score -228808.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -228919.500000 Penalty: 2441.778076
	Iteration 2F: 3 clusters Score -228919.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229003.125000 Penalty: 2441.778076
	Iteration 3F: 3 clusters Score -229003.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -229068.203125 Penalty: 2441.778076
	Iteration 4Q: 3 clusters Score -229068.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229132.562500 Penalty: 2441.778076
	Iteration 5Q: 3 clusters Score -229132.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -229187.015625 Penalty: 2441.778076
	Iteration 6Q: 3 clusters Score -229187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -229245.281250 Penalty: 2441.778076
	Iteration 7Q: 3 clusters Score -229245.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -229297.515625 Penalty: 2441.778076
	Iteration 8Q: 3 clusters Score -229297.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229347.546875 Penalty: 2441.778076
	Iteration 9Q: 3 clusters Score -229347.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -229386.015625 Penalty: 2441.778076
	Iteration 10Q: 3 clusters Score -229386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -229417.062500 Penalty: 2441.778076
	Iteration 11Q: 3 clusters Score -229417.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229447.093750 Penalty: 2441.778076
	Iteration 12Q: 3 clusters Score -229447.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -229472.046875 Penalty: 2441.778076
	Iteration 13Q: 3 clusters Score -229472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -229490.578125 Penalty: 2441.778076
	Iteration 14Q: 3 clusters Score -229490.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229505.156250 Penalty: 2441.778076
	Iteration 15Q: 3 clusters Score -229505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -229513.156250 Penalty: 2441.778076
	Iteration 16Q: 3 clusters Score -229513.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -229527.171875 Penalty: 2441.778076
	Iteration 17Q: 3 clusters Score -229527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -229540.093750 Penalty: 2441.778076
	Iteration 18Q: 3 clusters Score -229540.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -229555.390625 Penalty: 2441.778076
	Iteration 19Q: 3 clusters Score -229555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -229564.125000 Penalty: 2441.778076
	Iteration 20F: 3 clusters Score -229564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -229567.203125 Penalty: 2441.778076
	Iteration 21Q: 3 clusters Score -229567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -229569.984375 Penalty: 2441.778076
	Iteration 22Q: 3 clusters Score -229570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -229570.046875 Penalty: 2441.778076
	Iteration 23Q: 3 clusters Score -229570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -229570.046875 Penalty: 2441.778076
	Iteration 24F: 3 clusters Score -229570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Entering Unmasked Estep 
Score: -6907379.500000 Penalty: 1764.468506
	Iteration 0F: 2 clusters Score -6907380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6872462.000000 Penalty: 3528.937012
	Iteration 0F: 3 clusters Score -6872462 nChanged 24484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -6886684.500000 Penalty: 3528.937012
	Iteration 1F: 3 clusters Score -6886684 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6887237.500000 Penalty: 3528.937012
	Iteration 2Q: 3 clusters Score -6887238 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -6887859.500000 Penalty: 3528.937012
	Iteration 3Q: 3 clusters Score -6887860 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -6888752.500000 Penalty: 3528.937012
	Iteration 4Q: 3 clusters Score -6888752 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -6890368.000000 Penalty: 3528.937012
	Iteration 5F: 3 clusters Score -6890368 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -6893225.500000 Penalty: 3528.937012
	Iteration 6F: 3 clusters Score -6893226 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -6897307.500000 Penalty: 3528.937012
	Iteration 7F: 3 clusters Score -6897308 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6901398.500000 Penalty: 3528.937012
	Iteration 8F: 3 clusters Score -6901398 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6904020.500000 Penalty: 3528.937012
	Iteration 9F: 3 clusters Score -6904020 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6905192.500000 Penalty: 3528.937012
	Iteration 10Q: 3 clusters Score -6905192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6905593.000000 Penalty: 3528.937012
	Iteration 11Q: 3 clusters Score -6905593 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6905756.500000 Penalty: 3528.937012
	Iteration 12Q: 3 clusters Score -6905756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6905823.500000 Penalty: 3528.937012
	Iteration 13Q: 3 clusters Score -6905824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6905861.500000 Penalty: 3528.937012
	Iteration 14Q: 3 clusters Score -6905862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6905878.500000 Penalty: 3528.937012
	Iteration 15Q: 3 clusters Score -6905878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6905887.000000 Penalty: 3528.937012
	Iteration 16Q: 3 clusters Score -6905887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6905896.500000 Penalty: 3528.937012
	Iteration 17Q: 3 clusters Score -6905896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6905896.500000 Penalty: 3528.937012
	Iteration 18F: 3 clusters Score -6905896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (69947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Entering Unmasked Estep 
Score: -9251105.000000 Penalty: 1812.767578
	Iteration 0F: 2 clusters Score -9251105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -9207325.000000 Penalty: 3625.535156
	Iteration 0F: 3 clusters Score -9207325 nChanged 33238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -9226830.000000 Penalty: 3625.535156
	Iteration 1F: 3 clusters Score -9226830 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -9227682.000000 Penalty: 3625.535156
	Iteration 2Q: 3 clusters Score -9227682 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9228918.000000 Penalty: 3625.535156
	Iteration 3Q: 3 clusters Score -9228918 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -9230897.000000 Penalty: 3625.535156
	Iteration 4F: 3 clusters Score -9230897 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -9233985.000000 Penalty: 3625.535156
	Iteration 5F: 3 clusters Score -9233985 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -9238604.000000 Penalty: 3625.535156
	Iteration 6F: 3 clusters Score -9238604 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9243596.000000 Penalty: 3625.535156
	Iteration 7F: 3 clusters Score -9243596 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -9247160.000000 Penalty: 3625.535156
	Iteration 8F: 3 clusters Score -9247160 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -9248486.000000 Penalty: 3625.535156
	Iteration 9Q: 3 clusters Score -9248486 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -9249102.000000 Penalty: 3625.535156
	Iteration 10Q: 3 clusters Score -9249102 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -9249427.000000 Penalty: 3625.535156
	Iteration 11Q: 3 clusters Score -9249427 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -9249658.000000 Penalty: 3625.535156
	Iteration 12Q: 3 clusters Score -9249658 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -9249820.000000 Penalty: 3625.535156
	Iteration 13Q: 3 clusters Score -9249820 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -9249999.000000 Penalty: 3625.535156
	Iteration 14Q: 3 clusters Score -9249999 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -9250128.000000 Penalty: 3625.535156
	Iteration 15Q: 3 clusters Score -9250128 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9250194.000000 Penalty: 3625.535156
	Iteration 16Q: 3 clusters Score -9250194 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -9250295.000000 Penalty: 3625.535156
	Iteration 17Q: 3 clusters Score -9250295 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -9250414.000000 Penalty: 3625.535156
	Iteration 18Q: 3 clusters Score -9250414 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -9250457.000000 Penalty: 3625.535156
	Iteration 19Q: 3 clusters Score -9250457 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -9250537.000000 Penalty: 3625.535156
	Iteration 20F: 3 clusters Score -9250537 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -9250593.000000 Penalty: 3625.535156
	Iteration 21Q: 3 clusters Score -9250593 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -9250664.000000 Penalty: 3625.535156
	Iteration 22Q: 3 clusters Score -9250664 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -9250735.000000 Penalty: 3625.535156
	Iteration 23Q: 3 clusters Score -9250735 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -9250767.000000 Penalty: 3625.535156
	Iteration 24Q: 3 clusters Score -9250767 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -9250774.000000 Penalty: 3625.535156
	Iteration 25Q: 3 clusters Score -9250774 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -9250808.000000 Penalty: 3625.535156
	Iteration 26Q: 3 clusters Score -9250808 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -9250805.000000 Penalty: 3625.535156
	Iteration 27Q: 3 clusters Score -9250805 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -9250848.000000 Penalty: 3625.535156
	Iteration 28Q: 3 clusters Score -9250848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -9250855.000000 Penalty: 3625.535156
	Iteration 29Q: 3 clusters Score -9250855 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -9250882.000000 Penalty: 3625.535156
	Iteration 30Q: 3 clusters Score -9250882 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -9250927.000000 Penalty: 3625.535156
	Iteration 31Q: 3 clusters Score -9250927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -9250909.000000 Penalty: 3625.535156
	Iteration 32Q: 3 clusters Score -9250909 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -9250924.000000 Penalty: 3625.535156
	Iteration 33Q: 3 clusters Score -9250924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -9250949.000000 Penalty: 3625.535156
	Iteration 34Q: 3 clusters Score -9250949 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -9250950.000000 Penalty: 3625.535156
	Iteration 35Q: 3 clusters Score -9250950 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -9250972.000000 Penalty: 3625.535156
	Iteration 36Q: 3 clusters Score -9250972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -9251022.000000 Penalty: 3625.535156
	Iteration 37Q: 3 clusters Score -9251022 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -9251036.000000 Penalty: 3625.535156
	Iteration 38Q: 3 clusters Score -9251036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -9251052.000000 Penalty: 3625.535156
	Iteration 39Q: 3 clusters Score -9251052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -9251052.000000 Penalty: 3625.535156
	Iteration 40F: 3 clusters Score -9251052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -9251030.000000 Penalty: 3625.535156
	Iteration 41Q: 3 clusters Score -9251030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -9251070.000000 Penalty: 3625.535156
	Iteration 42Q: 3 clusters Score -9251070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -9251096.000000 Penalty: 3625.535156
	Iteration 43Q: 3 clusters Score -9251096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -9251120.000000 Penalty: 3625.535156
	Iteration 44Q: 3 clusters Score -9251120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -9251136.000000 Penalty: 3625.535156
	Iteration 45Q: 3 clusters Score -9251136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -9251126.000000 Penalty: 3625.535156
	Iteration 46Q: 3 clusters Score -9251126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -9251157.000000 Penalty: 3625.535156
	Iteration 47Q: 3 clusters Score -9251157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -9251173.000000 Penalty: 3625.535156
	Iteration 48Q: 3 clusters Score -9251173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -9251181.000000 Penalty: 3625.535156
	Iteration 49Q: 3 clusters Score -9251181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -9251210.000000 Penalty: 3625.535156
	Iteration 50Q: 3 clusters Score -9251210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -9251206.000000 Penalty: 3625.535156
	Iteration 51Q: 3 clusters Score -9251206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -9251237.000000 Penalty: 3625.535156
	Iteration 52Q: 3 clusters Score -9251237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -9251242.000000 Penalty: 3625.535156
	Iteration 53Q: 3 clusters Score -9251242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -9251245.000000 Penalty: 3625.535156
	Iteration 54Q: 3 clusters Score -9251245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -9251260.000000 Penalty: 3625.535156
	Iteration 55Q: 3 clusters Score -9251260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9251275.000000 Penalty: 3625.535156
	Iteration 56Q: 3 clusters Score -9251275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -9251281.000000 Penalty: 3625.535156
	Iteration 57Q: 3 clusters Score -9251281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -9251304.000000 Penalty: 3625.535156
	Iteration 58Q: 3 clusters Score -9251304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -9251302.000000 Penalty: 3625.535156
	Iteration 59Q: 3 clusters Score -9251302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -9251312.000000 Penalty: 3625.535156
	Iteration 60F: 3 clusters Score -9251312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -9251317.000000 Penalty: 3625.535156
	Iteration 61Q: 3 clusters Score -9251317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -9251335.000000 Penalty: 3625.535156
	Iteration 62Q: 3 clusters Score -9251335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -9251361.000000 Penalty: 3625.535156
	Iteration 63Q: 3 clusters Score -9251361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -9251335.000000 Penalty: 3625.535156
	Iteration 64Q: 3 clusters Score -9251335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -9251318.000000 Penalty: 3625.535156
	Iteration 65Q: 3 clusters Score -9251318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -9251324.000000 Penalty: 3625.535156
	Iteration 66Q: 3 clusters Score -9251324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -9251334.000000 Penalty: 3625.535156
	Iteration 67Q: 3 clusters Score -9251334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -9251325.000000 Penalty: 3625.535156
	Iteration 68Q: 3 clusters Score -9251325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -9251328.000000 Penalty: 3625.535156
	Iteration 69Q: 3 clusters Score -9251328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -9251319.000000 Penalty: 3625.535156
	Iteration 70Q: 3 clusters Score -9251319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -9251324.000000 Penalty: 3625.535156
	Iteration 71Q: 3 clusters Score -9251324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -9251330.000000 Penalty: 3625.535156
	Iteration 72Q: 3 clusters Score -9251330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -9251338.000000 Penalty: 3625.535156
	Iteration 73Q: 3 clusters Score -9251338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -9251345.000000 Penalty: 3625.535156
	Iteration 74Q: 3 clusters Score -9251345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -9251343.000000 Penalty: 3625.535156
	Iteration 75Q: 3 clusters Score -9251343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -9251351.000000 Penalty: 3625.535156
	Iteration 76Q: 3 clusters Score -9251351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -9251334.000000 Penalty: 3625.535156
	Iteration 77Q: 3 clusters Score -9251334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -9251339.000000 Penalty: 3625.535156
	Iteration 78Q: 3 clusters Score -9251339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -9251337.000000 Penalty: 3625.535156
	Iteration 79Q: 3 clusters Score -9251337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -9251344.000000 Penalty: 3625.535156
	Iteration 80F: 3 clusters Score -9251344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -9251342.000000 Penalty: 3625.535156
	Iteration 81Q: 3 clusters Score -9251342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -9251357.000000 Penalty: 3625.535156
	Iteration 82Q: 3 clusters Score -9251357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -9251352.000000 Penalty: 3625.535156
	Iteration 83Q: 3 clusters Score -9251352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -9251354.000000 Penalty: 3625.535156
	Iteration 84Q: 3 clusters Score -9251354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -9251359.000000 Penalty: 3625.535156
	Iteration 85Q: 3 clusters Score -9251359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -9251361.000000 Penalty: 3625.535156
	Iteration 86Q: 3 clusters Score -9251361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -9251361.000000 Penalty: 3625.535156
	Iteration 87F: 3 clusters Score -9251361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48554 members 
Mstep: Class 3 contains 58192 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 57262 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 62370 members 
Mstep: Class 11 contains 51739 members 
Mstep: Class 12 contains 66363 members 
Mstep: Class 13 contains 11790 members 
Mstep: Class 14 contains 63076 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80631 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51962 members 
Mstep: Class 25 contains 56831 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71537 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 59657 members 
Mstep: Class 32 contains 11860 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70381 members 
Mstep: Class 36 contains 13719 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37106 members 
Mstep: Class 40 contains 13116 members 
Entering Unmasked Estep 
Score: -127781232.000000 Penalty: 89804.523438
Splitting cluster 25 changes total score from -127780840.000000 to -127781232.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (13711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Entering Unmasked Estep 
Score: -1741216.125000 Penalty: 1547.967407
	Iteration 0F: 2 clusters Score -1741216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1731652.125000 Penalty: 3095.934814
	Iteration 0F: 3 clusters Score -1731652 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1734898.500000 Penalty: 3095.934814
	Iteration 1F: 3 clusters Score -1734898 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1735150.625000 Penalty: 3095.934814
	Iteration 2F: 3 clusters Score -1735151 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1735388.375000 Penalty: 3095.934814
	Iteration 3Q: 3 clusters Score -1735388 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1735613.875000 Penalty: 3095.934814
	Iteration 4Q: 3 clusters Score -1735614 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1735819.750000 Penalty: 3095.934814
	Iteration 5Q: 3 clusters Score -1735820 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1736008.500000 Penalty: 3095.934814
	Iteration 6Q: 3 clusters Score -1736008 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1736202.750000 Penalty: 3095.934814
	Iteration 7Q: 3 clusters Score -1736203 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1736403.250000 Penalty: 3095.934814
	Iteration 8Q: 3 clusters Score -1736403 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1736613.125000 Penalty: 3095.934814
	Iteration 9Q: 3 clusters Score -1736613 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1736855.625000 Penalty: 3095.934814
	Iteration 10Q: 3 clusters Score -1736856 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1737112.625000 Penalty: 3095.934814
	Iteration 11Q: 3 clusters Score -1737113 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1737383.875000 Penalty: 3095.934814
	Iteration 12Q: 3 clusters Score -1737384 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1737676.375000 Penalty: 3095.934814
	Iteration 13Q: 3 clusters Score -1737676 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1737945.000000 Penalty: 3095.934814
	Iteration 14Q: 3 clusters Score -1737945 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1738163.375000 Penalty: 3095.934814
	Iteration 15Q: 3 clusters Score -1738163 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1738342.125000 Penalty: 3095.934814
	Iteration 16Q: 3 clusters Score -1738342 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1738445.750000 Penalty: 3095.934814
	Iteration 17Q: 3 clusters Score -1738446 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1738537.750000 Penalty: 3095.934814
	Iteration 18Q: 3 clusters Score -1738538 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1738616.375000 Penalty: 3095.934814
	Iteration 19Q: 3 clusters Score -1738616 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1738682.875000 Penalty: 3095.934814
	Iteration 20F: 3 clusters Score -1738683 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1738741.125000 Penalty: 3095.934814
	Iteration 21Q: 3 clusters Score -1738741 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1738810.750000 Penalty: 3095.934814
	Iteration 22Q: 3 clusters Score -1738811 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1738882.500000 Penalty: 3095.934814
	Iteration 23Q: 3 clusters Score -1738882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1738932.750000 Penalty: 3095.934814
	Iteration 24Q: 3 clusters Score -1738933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1738966.750000 Penalty: 3095.934814
	Iteration 25Q: 3 clusters Score -1738967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1738990.125000 Penalty: 3095.934814
	Iteration 26Q: 3 clusters Score -1738990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1739016.625000 Penalty: 3095.934814
	Iteration 27Q: 3 clusters Score -1739017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1739030.875000 Penalty: 3095.934814
	Iteration 28Q: 3 clusters Score -1739031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1739044.375000 Penalty: 3095.934814
	Iteration 29Q: 3 clusters Score -1739044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1739049.875000 Penalty: 3095.934814
	Iteration 30Q: 3 clusters Score -1739050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1739065.875000 Penalty: 3095.934814
	Iteration 31Q: 3 clusters Score -1739066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1739077.625000 Penalty: 3095.934814
	Iteration 32Q: 3 clusters Score -1739078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1739088.625000 Penalty: 3095.934814
	Iteration 33Q: 3 clusters Score -1739089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1739112.125000 Penalty: 3095.934814
	Iteration 34Q: 3 clusters Score -1739112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1739124.500000 Penalty: 3095.934814
	Iteration 35Q: 3 clusters Score -1739124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1739145.000000 Penalty: 3095.934814
	Iteration 36Q: 3 clusters Score -1739145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1739162.625000 Penalty: 3095.934814
	Iteration 37Q: 3 clusters Score -1739163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1739178.250000 Penalty: 3095.934814
	Iteration 38Q: 3 clusters Score -1739178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1739199.625000 Penalty: 3095.934814
	Iteration 39Q: 3 clusters Score -1739200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1739221.750000 Penalty: 3095.934814
	Iteration 40F: 3 clusters Score -1739222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1739235.750000 Penalty: 3095.934814
	Iteration 41Q: 3 clusters Score -1739236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1739243.750000 Penalty: 3095.934814
	Iteration 42Q: 3 clusters Score -1739244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1739259.750000 Penalty: 3095.934814
	Iteration 43Q: 3 clusters Score -1739260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1739275.125000 Penalty: 3095.934814
	Iteration 44Q: 3 clusters Score -1739275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1739295.000000 Penalty: 3095.934814
	Iteration 45Q: 3 clusters Score -1739295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1739312.875000 Penalty: 3095.934814
	Iteration 46Q: 3 clusters Score -1739313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1739329.000000 Penalty: 3095.934814
	Iteration 47Q: 3 clusters Score -1739329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1739343.375000 Penalty: 3095.934814
	Iteration 48Q: 3 clusters Score -1739343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1739349.125000 Penalty: 3095.934814
	Iteration 49Q: 3 clusters Score -1739349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1739370.000000 Penalty: 3095.934814
	Iteration 50Q: 3 clusters Score -1739370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1739387.250000 Penalty: 3095.934814
	Iteration 51Q: 3 clusters Score -1739387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1739402.250000 Penalty: 3095.934814
	Iteration 52Q: 3 clusters Score -1739402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1739415.000000 Penalty: 3095.934814
	Iteration 53Q: 3 clusters Score -1739415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1739430.125000 Penalty: 3095.934814
	Iteration 54Q: 3 clusters Score -1739430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1739442.625000 Penalty: 3095.934814
	Iteration 55Q: 3 clusters Score -1739443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1739464.250000 Penalty: 3095.934814
	Iteration 56Q: 3 clusters Score -1739464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1739473.375000 Penalty: 3095.934814
	Iteration 57Q: 3 clusters Score -1739473 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1739492.500000 Penalty: 3095.934814
	Iteration 58Q: 3 clusters Score -1739492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1739517.125000 Penalty: 3095.934814
	Iteration 59Q: 3 clusters Score -1739517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1739538.000000 Penalty: 3095.934814
	Iteration 60F: 3 clusters Score -1739538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1739563.875000 Penalty: 3095.934814
	Iteration 61Q: 3 clusters Score -1739564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1739589.250000 Penalty: 3095.934814
	Iteration 62Q: 3 clusters Score -1739589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1739608.250000 Penalty: 3095.934814
	Iteration 63Q: 3 clusters Score -1739608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1739628.625000 Penalty: 3095.934814
	Iteration 64Q: 3 clusters Score -1739629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1739651.625000 Penalty: 3095.934814
	Iteration 65Q: 3 clusters Score -1739652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1739662.125000 Penalty: 3095.934814
	Iteration 66Q: 3 clusters Score -1739662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1739677.250000 Penalty: 3095.934814
	Iteration 67Q: 3 clusters Score -1739677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1739694.375000 Penalty: 3095.934814
	Iteration 68Q: 3 clusters Score -1739694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1739699.500000 Penalty: 3095.934814
	Iteration 69Q: 3 clusters Score -1739700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1739705.625000 Penalty: 3095.934814
	Iteration 70Q: 3 clusters Score -1739706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1739713.000000 Penalty: 3095.934814
	Iteration 71Q: 3 clusters Score -1739713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1739715.000000 Penalty: 3095.934814
	Iteration 72Q: 3 clusters Score -1739715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1739717.750000 Penalty: 3095.934814
	Iteration 73Q: 3 clusters Score -1739718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1739716.250000 Penalty: 3095.934814
	Iteration 74Q: 3 clusters Score -1739716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1739720.625000 Penalty: 3095.934814
	Iteration 75Q: 3 clusters Score -1739721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1739720.625000 Penalty: 3095.934814
	Iteration 76F: 3 clusters Score -1739721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -193316.625000 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -193316.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191401.406250 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -191401.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -191886.937500 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -191886.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192073.890625 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -192073.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -192199.687500 Penalty: 2417.665771
	Iteration 3F: 3 clusters Score -192199.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -192304.437500 Penalty: 2417.665771
	Iteration 4F: 3 clusters Score -192304.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192405.171875 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -192405.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192482.296875 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -192482.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192536.125000 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -192536.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -192586.484375 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -192586.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192623.031250 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -192623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192648.578125 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -192648.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192670.437500 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -192670.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192685.984375 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -192686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -192710.281250 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -192710.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192738.718750 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -192738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192762.828125 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -192762.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192789.796875 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -192789.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192807.671875 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -192807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -192824.218750 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -192824.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -192845.234375 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -192845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192864.296875 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -192864.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -192882.000000 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -192882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -192893.750000 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -192893.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -192902.703125 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -192902.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192911.812500 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -192911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192919.953125 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -192920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192921.828125 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -192921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -192924.000000 Penalty: 2417.665771
	Iteration 27Q: 3 clusters Score -192924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -192924.703125 Penalty: 2417.665771
	Iteration 28Q: 3 clusters Score -192924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -192925.156250 Penalty: 2417.665771
	Iteration 29Q: 3 clusters Score -192925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -192925.156250 Penalty: 2417.665771
	Iteration 30F: 3 clusters Score -192925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9178.881836 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9178.882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9335.804688 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9335.805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9365.480469 Penalty: 1550.472534
	Iteration 2Q: 3 clusters Score -9365.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9378.445312 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9378.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9378.445312 Penalty: 1550.472534
	Iteration 4F: 3 clusters Score -9378.445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (71537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Entering Unmasked Estep 
Score: -9121032.000000 Penalty: 1816.420166
	Iteration 0F: 2 clusters Score -9121032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -9073560.000000 Penalty: 3632.840332
	Iteration 0F: 3 clusters Score -9073560 nChanged 33928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -9092746.000000 Penalty: 3632.840332
	Iteration 1F: 3 clusters Score -9092746 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -9093721.000000 Penalty: 3632.840332
	Iteration 2Q: 3 clusters Score -9093721 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -9094922.000000 Penalty: 3632.840332
	Iteration 3Q: 3 clusters Score -9094922 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -9096468.000000 Penalty: 3632.840332
	Iteration 4Q: 3 clusters Score -9096468 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -9098383.000000 Penalty: 3632.840332
	Iteration 5F: 3 clusters Score -9098383 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -9100694.000000 Penalty: 3632.840332
	Iteration 6F: 3 clusters Score -9100694 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -9103695.000000 Penalty: 3632.840332
	Iteration 7F: 3 clusters Score -9103695 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -9107096.000000 Penalty: 3632.840332
	Iteration 8F: 3 clusters Score -9107096 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -9110303.000000 Penalty: 3632.840332
	Iteration 9F: 3 clusters Score -9110303 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -9112877.000000 Penalty: 3632.840332
	Iteration 10Q: 3 clusters Score -9112877 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -9114663.000000 Penalty: 3632.840332
	Iteration 11Q: 3 clusters Score -9114663 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -9115771.000000 Penalty: 3632.840332
	Iteration 12Q: 3 clusters Score -9115771 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -9116411.000000 Penalty: 3632.840332
	Iteration 13Q: 3 clusters Score -9116411 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -9116895.000000 Penalty: 3632.840332
	Iteration 14Q: 3 clusters Score -9116895 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -9117244.000000 Penalty: 3632.840332
	Iteration 15Q: 3 clusters Score -9117244 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -9117543.000000 Penalty: 3632.840332
	Iteration 16Q: 3 clusters Score -9117543 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9117766.000000 Penalty: 3632.840332
	Iteration 17Q: 3 clusters Score -9117766 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -9117996.000000 Penalty: 3632.840332
	Iteration 18Q: 3 clusters Score -9117996 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9118203.000000 Penalty: 3632.840332
	Iteration 19Q: 3 clusters Score -9118203 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -9118349.000000 Penalty: 3632.840332
	Iteration 20F: 3 clusters Score -9118349 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9118451.000000 Penalty: 3632.840332
	Iteration 21Q: 3 clusters Score -9118451 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -9118561.000000 Penalty: 3632.840332
	Iteration 22Q: 3 clusters Score -9118561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9118701.000000 Penalty: 3632.840332
	Iteration 23Q: 3 clusters Score -9118701 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -9118767.000000 Penalty: 3632.840332
	Iteration 24Q: 3 clusters Score -9118767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9118835.000000 Penalty: 3632.840332
	Iteration 25Q: 3 clusters Score -9118835 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9118876.000000 Penalty: 3632.840332
	Iteration 26Q: 3 clusters Score -9118876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9118905.000000 Penalty: 3632.840332
	Iteration 27Q: 3 clusters Score -9118905 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9118986.000000 Penalty: 3632.840332
	Iteration 28Q: 3 clusters Score -9118986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9119045.000000 Penalty: 3632.840332
	Iteration 29Q: 3 clusters Score -9119045 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9119069.000000 Penalty: 3632.840332
	Iteration 30Q: 3 clusters Score -9119069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9119128.000000 Penalty: 3632.840332
	Iteration 31Q: 3 clusters Score -9119128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9119171.000000 Penalty: 3632.840332
	Iteration 32Q: 3 clusters Score -9119171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9119174.000000 Penalty: 3632.840332
	Iteration 33Q: 3 clusters Score -9119174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9119195.000000 Penalty: 3632.840332
	Iteration 34Q: 3 clusters Score -9119195 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9119232.000000 Penalty: 3632.840332
	Iteration 35Q: 3 clusters Score -9119232 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9119255.000000 Penalty: 3632.840332
	Iteration 36Q: 3 clusters Score -9119255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9119287.000000 Penalty: 3632.840332
	Iteration 37Q: 3 clusters Score -9119287 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9119298.000000 Penalty: 3632.840332
	Iteration 38Q: 3 clusters Score -9119298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9119339.000000 Penalty: 3632.840332
	Iteration 39Q: 3 clusters Score -9119339 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9119378.000000 Penalty: 3632.840332
	Iteration 40F: 3 clusters Score -9119378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9119389.000000 Penalty: 3632.840332
	Iteration 41Q: 3 clusters Score -9119389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9119385.000000 Penalty: 3632.840332
	Iteration 42Q: 3 clusters Score -9119385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9119394.000000 Penalty: 3632.840332
	Iteration 43Q: 3 clusters Score -9119394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9119412.000000 Penalty: 3632.840332
	Iteration 44Q: 3 clusters Score -9119412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9119424.000000 Penalty: 3632.840332
	Iteration 45Q: 3 clusters Score -9119424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9119418.000000 Penalty: 3632.840332
	Iteration 46Q: 3 clusters Score -9119418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9119425.000000 Penalty: 3632.840332
	Iteration 47Q: 3 clusters Score -9119425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9119441.000000 Penalty: 3632.840332
	Iteration 48Q: 3 clusters Score -9119441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9119460.000000 Penalty: 3632.840332
	Iteration 49Q: 3 clusters Score -9119460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9119458.000000 Penalty: 3632.840332
	Iteration 50Q: 3 clusters Score -9119458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9119455.000000 Penalty: 3632.840332
	Iteration 51Q: 3 clusters Score -9119455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9119468.000000 Penalty: 3632.840332
	Iteration 52Q: 3 clusters Score -9119468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9119467.000000 Penalty: 3632.840332
	Iteration 53Q: 3 clusters Score -9119467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9119470.000000 Penalty: 3632.840332
	Iteration 54Q: 3 clusters Score -9119470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9119481.000000 Penalty: 3632.840332
	Iteration 55Q: 3 clusters Score -9119481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9119488.000000 Penalty: 3632.840332
	Iteration 56Q: 3 clusters Score -9119488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9119494.000000 Penalty: 3632.840332
	Iteration 57Q: 3 clusters Score -9119494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9119496.000000 Penalty: 3632.840332
	Iteration 58Q: 3 clusters Score -9119496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9119508.000000 Penalty: 3632.840332
	Iteration 59Q: 3 clusters Score -9119508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -9119515.000000 Penalty: 3632.840332
	Iteration 60F: 3 clusters Score -9119515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9119522.000000 Penalty: 3632.840332
	Iteration 61Q: 3 clusters Score -9119522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9119518.000000 Penalty: 3632.840332
	Iteration 62Q: 3 clusters Score -9119518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9119531.000000 Penalty: 3632.840332
	Iteration 63Q: 3 clusters Score -9119531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9119534.000000 Penalty: 3632.840332
	Iteration 64Q: 3 clusters Score -9119534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9119530.000000 Penalty: 3632.840332
	Iteration 65Q: 3 clusters Score -9119530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9119527.000000 Penalty: 3632.840332
	Iteration 66Q: 3 clusters Score -9119527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9119527.000000 Penalty: 3632.840332
	Iteration 67F: 3 clusters Score -9119527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Entering Unmasked Estep 
Score: -828049.812500 Penalty: 1429.257568
	Iteration 0F: 2 clusters Score -828049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -822952.687500 Penalty: 2858.515137
	Iteration 0F: 3 clusters Score -822952.7 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -824505.125000 Penalty: 2858.515137
	Iteration 1F: 3 clusters Score -824505.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -824738.562500 Penalty: 2858.515137
	Iteration 2F: 3 clusters Score -824738.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -824922.062500 Penalty: 2858.515137
	Iteration 3F: 3 clusters Score -824922.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -825082.000000 Penalty: 2858.515137
	Iteration 4Q: 3 clusters Score -825082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -825218.000000 Penalty: 2858.515137
	Iteration 5Q: 3 clusters Score -825218 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -825358.437500 Penalty: 2858.515137
	Iteration 6Q: 3 clusters Score -825358.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -825523.125000 Penalty: 2858.515137
	Iteration 7Q: 3 clusters Score -825523.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -825700.687500 Penalty: 2858.515137
	Iteration 8Q: 3 clusters Score -825700.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -825927.250000 Penalty: 2858.515137
	Iteration 9Q: 3 clusters Score -825927.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -826179.875000 Penalty: 2858.515137
	Iteration 10Q: 3 clusters Score -826179.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -826443.312500 Penalty: 2858.515137
	Iteration 11Q: 3 clusters Score -826443.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -826647.562500 Penalty: 2858.515137
	Iteration 12Q: 3 clusters Score -826647.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -826775.000000 Penalty: 2858.515137
	Iteration 13Q: 3 clusters Score -826775 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -826853.125000 Penalty: 2858.515137
	Iteration 14Q: 3 clusters Score -826853.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -826919.437500 Penalty: 2858.515137
	Iteration 15Q: 3 clusters Score -826919.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -826971.812500 Penalty: 2858.515137
	Iteration 16Q: 3 clusters Score -826971.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -827012.187500 Penalty: 2858.515137
	Iteration 17Q: 3 clusters Score -827012.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -827037.875000 Penalty: 2858.515137
	Iteration 18Q: 3 clusters Score -827037.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -827055.062500 Penalty: 2858.515137
	Iteration 19Q: 3 clusters Score -827055.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -827075.062500 Penalty: 2858.515137
	Iteration 20F: 3 clusters Score -827075.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -827089.750000 Penalty: 2858.515137
	Iteration 21Q: 3 clusters Score -827089.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -827105.250000 Penalty: 2858.515137
	Iteration 22Q: 3 clusters Score -827105.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -827120.437500 Penalty: 2858.515137
	Iteration 23Q: 3 clusters Score -827120.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -827129.375000 Penalty: 2858.515137
	Iteration 24Q: 3 clusters Score -827129.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -827133.750000 Penalty: 2858.515137
	Iteration 25Q: 3 clusters Score -827133.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -827141.062500 Penalty: 2858.515137
	Iteration 26Q: 3 clusters Score -827141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -827142.562500 Penalty: 2858.515137
	Iteration 27Q: 3 clusters Score -827142.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -827146.500000 Penalty: 2858.515137
	Iteration 28Q: 3 clusters Score -827146.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -827146.812500 Penalty: 2858.515137
	Iteration 29Q: 3 clusters Score -827146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -827152.250000 Penalty: 2858.515137
	Iteration 30Q: 3 clusters Score -827152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -827154.000000 Penalty: 2858.515137
	Iteration 31Q: 3 clusters Score -827154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -827157.937500 Penalty: 2858.515137
	Iteration 32Q: 3 clusters Score -827157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -827159.625000 Penalty: 2858.515137
	Iteration 33Q: 3 clusters Score -827159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -827160.437500 Penalty: 2858.515137
	Iteration 34Q: 3 clusters Score -827160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -827162.187500 Penalty: 2858.515137
	Iteration 35Q: 3 clusters Score -827162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -827165.687500 Penalty: 2858.515137
	Iteration 36Q: 3 clusters Score -827165.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -827168.812500 Penalty: 2858.515137
	Iteration 37Q: 3 clusters Score -827168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -827173.625000 Penalty: 2858.515137
	Iteration 38Q: 3 clusters Score -827173.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -827174.125000 Penalty: 2858.515137
	Iteration 39Q: 3 clusters Score -827174.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -827175.750000 Penalty: 2858.515137
	Iteration 40F: 3 clusters Score -827175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -827175.937500 Penalty: 2858.515137
	Iteration 41Q: 3 clusters Score -827175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -827176.937500 Penalty: 2858.515137
	Iteration 42Q: 3 clusters Score -827176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -827176.937500 Penalty: 2858.515137
	Iteration 43F: 3 clusters Score -827176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (59657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Entering Unmasked Estep 
Score: -7940297.000000 Penalty: 1786.909546
	Iteration 0F: 2 clusters Score -7940297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -7900805.500000 Penalty: 3573.819092
	Iteration 0F: 3 clusters Score -7900806 nChanged 28152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -7916808.000000 Penalty: 3573.819092
	Iteration 1F: 3 clusters Score -7916808 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -7917443.000000 Penalty: 3573.819092
	Iteration 2Q: 3 clusters Score -7917443 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -7918147.000000 Penalty: 3573.819092
	Iteration 3Q: 3 clusters Score -7918147 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -7919154.500000 Penalty: 3573.819092
	Iteration 4Q: 3 clusters Score -7919154 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -7920451.500000 Penalty: 3573.819092
	Iteration 5Q: 3 clusters Score -7920452 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -7922402.000000 Penalty: 3573.819092
	Iteration 6F: 3 clusters Score -7922402 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -7924823.500000 Penalty: 3573.819092
	Iteration 7F: 3 clusters Score -7924824 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -7927648.500000 Penalty: 3573.819092
	Iteration 8F: 3 clusters Score -7927648 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7930164.000000 Penalty: 3573.819092
	Iteration 9F: 3 clusters Score -7930164 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -7932057.500000 Penalty: 3573.819092
	Iteration 10Q: 3 clusters Score -7932058 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -7933422.000000 Penalty: 3573.819092
	Iteration 11Q: 3 clusters Score -7933422 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -7934509.500000 Penalty: 3573.819092
	Iteration 12Q: 3 clusters Score -7934510 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7935421.000000 Penalty: 3573.819092
	Iteration 13Q: 3 clusters Score -7935421 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7936169.000000 Penalty: 3573.819092
	Iteration 14Q: 3 clusters Score -7936169 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7936703.000000 Penalty: 3573.819092
	Iteration 15Q: 3 clusters Score -7936703 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7937217.500000 Penalty: 3573.819092
	Iteration 16Q: 3 clusters Score -7937218 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7937655.500000 Penalty: 3573.819092
	Iteration 17Q: 3 clusters Score -7937656 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7938034.000000 Penalty: 3573.819092
	Iteration 18Q: 3 clusters Score -7938034 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7938232.000000 Penalty: 3573.819092
	Iteration 19Q: 3 clusters Score -7938232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7938395.500000 Penalty: 3573.819092
	Iteration 20F: 3 clusters Score -7938396 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7938500.000000 Penalty: 3573.819092
	Iteration 21Q: 3 clusters Score -7938500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7938567.500000 Penalty: 3573.819092
	Iteration 22Q: 3 clusters Score -7938568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7938625.500000 Penalty: 3573.819092
	Iteration 23Q: 3 clusters Score -7938626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7938652.000000 Penalty: 3573.819092
	Iteration 24Q: 3 clusters Score -7938652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7938672.500000 Penalty: 3573.819092
	Iteration 25Q: 3 clusters Score -7938672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7938690.500000 Penalty: 3573.819092
	Iteration 26Q: 3 clusters Score -7938690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7938693.000000 Penalty: 3573.819092
	Iteration 27Q: 3 clusters Score -7938693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7938695.500000 Penalty: 3573.819092
	Iteration 28Q: 3 clusters Score -7938696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7938694.500000 Penalty: 3573.819092
	Iteration 29Q: 3 clusters Score -7938694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7938699.000000 Penalty: 3573.819092
	Iteration 30Q: 3 clusters Score -7938699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7938711.500000 Penalty: 3573.819092
	Iteration 31Q: 3 clusters Score -7938712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7938730.500000 Penalty: 3573.819092
	Iteration 32Q: 3 clusters Score -7938730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7938731.500000 Penalty: 3573.819092
	Iteration 33Q: 3 clusters Score -7938732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7938740.500000 Penalty: 3573.819092
	Iteration 34Q: 3 clusters Score -7938740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7938752.500000 Penalty: 3573.819092
	Iteration 35Q: 3 clusters Score -7938752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7938751.000000 Penalty: 3573.819092
	Iteration 36Q: 3 clusters Score -7938751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7938764.500000 Penalty: 3573.819092
	Iteration 37Q: 3 clusters Score -7938764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7938760.000000 Penalty: 3573.819092
	Iteration 38Q: 3 clusters Score -7938760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7938760.000000 Penalty: 3573.819092
	Iteration 39F: 3 clusters Score -7938760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -1543167.375000 Penalty: 1524.400635
	Iteration 0F: 2 clusters Score -1543167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1534876.750000 Penalty: 3048.801270
	Iteration 0F: 3 clusters Score -1534877 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1537811.125000 Penalty: 3048.801270
	Iteration 1F: 3 clusters Score -1537811 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1538186.000000 Penalty: 3048.801270
	Iteration 2F: 3 clusters Score -1538186 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1538530.375000 Penalty: 3048.801270
	Iteration 3F: 3 clusters Score -1538530 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1538922.625000 Penalty: 3048.801270
	Iteration 4F: 3 clusters Score -1538923 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1539318.375000 Penalty: 3048.801270
	Iteration 5F: 3 clusters Score -1539318 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1539727.500000 Penalty: 3048.801270
	Iteration 6F: 3 clusters Score -1539728 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1540133.750000 Penalty: 3048.801270
	Iteration 7F: 3 clusters Score -1540134 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1540497.750000 Penalty: 3048.801270
	Iteration 8Q: 3 clusters Score -1540498 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1540802.250000 Penalty: 3048.801270
	Iteration 9Q: 3 clusters Score -1540802 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1541044.500000 Penalty: 3048.801270
	Iteration 10Q: 3 clusters Score -1541044 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1541260.250000 Penalty: 3048.801270
	Iteration 11Q: 3 clusters Score -1541260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1541420.875000 Penalty: 3048.801270
	Iteration 12Q: 3 clusters Score -1541421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1541542.500000 Penalty: 3048.801270
	Iteration 13Q: 3 clusters Score -1541542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1541628.375000 Penalty: 3048.801270
	Iteration 14Q: 3 clusters Score -1541628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1541686.375000 Penalty: 3048.801270
	Iteration 15Q: 3 clusters Score -1541686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1541740.750000 Penalty: 3048.801270
	Iteration 16Q: 3 clusters Score -1541741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1541771.000000 Penalty: 3048.801270
	Iteration 17Q: 3 clusters Score -1541771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1541799.875000 Penalty: 3048.801270
	Iteration 18Q: 3 clusters Score -1541800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1541806.250000 Penalty: 3048.801270
	Iteration 19Q: 3 clusters Score -1541806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1541815.750000 Penalty: 3048.801270
	Iteration 20F: 3 clusters Score -1541816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1541825.625000 Penalty: 3048.801270
	Iteration 21Q: 3 clusters Score -1541826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1541832.375000 Penalty: 3048.801270
	Iteration 22Q: 3 clusters Score -1541832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1541838.375000 Penalty: 3048.801270
	Iteration 23Q: 3 clusters Score -1541838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1541843.750000 Penalty: 3048.801270
	Iteration 24Q: 3 clusters Score -1541844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1541849.875000 Penalty: 3048.801270
	Iteration 25Q: 3 clusters Score -1541850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1541853.125000 Penalty: 3048.801270
	Iteration 26Q: 3 clusters Score -1541853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1541853.250000 Penalty: 3048.801270
	Iteration 27Q: 3 clusters Score -1541853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1541855.625000 Penalty: 3048.801270
	Iteration 28Q: 3 clusters Score -1541856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1541856.000000 Penalty: 3048.801270
	Iteration 29Q: 3 clusters Score -1541856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1541857.750000 Penalty: 3048.801270
	Iteration 30Q: 3 clusters Score -1541858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1541862.250000 Penalty: 3048.801270
	Iteration 31Q: 3 clusters Score -1541862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1541862.750000 Penalty: 3048.801270
	Iteration 32Q: 3 clusters Score -1541863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1541862.750000 Penalty: 3048.801270
	Iteration 33F: 3 clusters Score -1541863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 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 179 members 
Entering Unmasked Estep 
Score: -37561.398438 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37561.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37727.246094 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37727.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37754.246094 Penalty: 1921.008911
	Iteration 2Q: 3 clusters Score -37754.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37767.882812 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -37767.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37771.601562 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -37771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37772.640625 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -37772.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37772.640625 Penalty: 1921.008911
	Iteration 6F: 3 clusters Score -37772.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92505.710938 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92505.71 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92713.335938 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92713.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92774.101562 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92774.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92805.195312 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92823.343750 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92823.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92837.179688 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92837.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92844.218750 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92844.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92851.351562 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92851.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92858.359375 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92858.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92865.187500 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -92865.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92871.789062 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -92871.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92878.679688 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -92878.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92880.101562 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -92880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92880.828125 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -92880.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92880.828125 Penalty: 2154.972168
	Iteration 14F: 3 clusters Score -92880.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (70381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Entering Unmasked Estep 
Score: -9353089.000000 Penalty: 1813.772705
	Iteration 0F: 2 clusters Score -9353089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -9307613.000000 Penalty: 3627.545410
	Iteration 0F: 3 clusters Score -9307613 nChanged 33298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9326470.000000 Penalty: 3627.545410
	Iteration 1F: 3 clusters Score -9326470 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -9327044.000000 Penalty: 3627.545410
	Iteration 2Q: 3 clusters Score -9327044 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -9327782.000000 Penalty: 3627.545410
	Iteration 3Q: 3 clusters Score -9327782 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9328828.000000 Penalty: 3627.545410
	Iteration 4Q: 3 clusters Score -9328828 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -9330319.000000 Penalty: 3627.545410
	Iteration 5Q: 3 clusters Score -9330319 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -9332477.000000 Penalty: 3627.545410
	Iteration 6F: 3 clusters Score -9332477 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -9335528.000000 Penalty: 3627.545410
	Iteration 7F: 3 clusters Score -9335528 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -9338968.000000 Penalty: 3627.545410
	Iteration 8F: 3 clusters Score -9338968 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -9342193.000000 Penalty: 3627.545410
	Iteration 9F: 3 clusters Score -9342193 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -9344566.000000 Penalty: 3627.545410
	Iteration 10Q: 3 clusters Score -9344566 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -9346012.000000 Penalty: 3627.545410
	Iteration 11Q: 3 clusters Score -9346012 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -9346941.000000 Penalty: 3627.545410
	Iteration 12Q: 3 clusters Score -9346941 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -9347718.000000 Penalty: 3627.545410
	Iteration 13Q: 3 clusters Score -9347718 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -9348343.000000 Penalty: 3627.545410
	Iteration 14Q: 3 clusters Score -9348343 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -9348999.000000 Penalty: 3627.545410
	Iteration 15Q: 3 clusters Score -9348999 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -9349602.000000 Penalty: 3627.545410
	Iteration 16Q: 3 clusters Score -9349602 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -9350255.000000 Penalty: 3627.545410
	Iteration 17Q: 3 clusters Score -9350255 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -9350838.000000 Penalty: 3627.545410
	Iteration 18Q: 3 clusters Score -9350838 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -9351249.000000 Penalty: 3627.545410
	Iteration 19Q: 3 clusters Score -9351249 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -9351550.000000 Penalty: 3627.545410
	Iteration 20F: 3 clusters Score -9351550 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -9351711.000000 Penalty: 3627.545410
	Iteration 21Q: 3 clusters Score -9351711 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -9351821.000000 Penalty: 3627.545410
	Iteration 22Q: 3 clusters Score -9351821 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -9351898.000000 Penalty: 3627.545410
	Iteration 23Q: 3 clusters Score -9351898 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -9351941.000000 Penalty: 3627.545410
	Iteration 24Q: 3 clusters Score -9351941 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -9351943.000000 Penalty: 3627.545410
	Iteration 25Q: 3 clusters Score -9351943 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -9351997.000000 Penalty: 3627.545410
	Iteration 26Q: 3 clusters Score -9351997 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -9351960.000000 Penalty: 3627.545410
	Iteration 27Q: 3 clusters Score -9351960 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -9351977.000000 Penalty: 3627.545410
	Iteration 28Q: 3 clusters Score -9351977 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -9351968.000000 Penalty: 3627.545410
	Iteration 29Q: 3 clusters Score -9351968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -9351951.000000 Penalty: 3627.545410
	Iteration 30Q: 3 clusters Score -9351951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -9351956.000000 Penalty: 3627.545410
	Iteration 31Q: 3 clusters Score -9351956 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -9351946.000000 Penalty: 3627.545410
	Iteration 32Q: 3 clusters Score -9351946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -9351973.000000 Penalty: 3627.545410
	Iteration 33Q: 3 clusters Score -9351973 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -9352000.000000 Penalty: 3627.545410
	Iteration 34Q: 3 clusters Score -9352000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -9352003.000000 Penalty: 3627.545410
	Iteration 35Q: 3 clusters Score -9352003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -9351999.000000 Penalty: 3627.545410
	Iteration 36Q: 3 clusters Score -9351999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -9352002.000000 Penalty: 3627.545410
	Iteration 37Q: 3 clusters Score -9352002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -9352005.000000 Penalty: 3627.545410
	Iteration 38Q: 3 clusters Score -9352005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -9352004.000000 Penalty: 3627.545410
	Iteration 39Q: 3 clusters Score -9352004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -9352011.000000 Penalty: 3627.545410
	Iteration 40F: 3 clusters Score -9352011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -9352007.000000 Penalty: 3627.545410
	Iteration 41Q: 3 clusters Score -9352007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -9351996.000000 Penalty: 3627.545410
	Iteration 42Q: 3 clusters Score -9351996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -9352002.000000 Penalty: 3627.545410
	Iteration 43Q: 3 clusters Score -9352002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -9352003.000000 Penalty: 3627.545410
	Iteration 44Q: 3 clusters Score -9352003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -9352005.000000 Penalty: 3627.545410
	Iteration 45Q: 3 clusters Score -9352005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -9352009.000000 Penalty: 3627.545410
	Iteration 46Q: 3 clusters Score -9352009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -9352010.000000 Penalty: 3627.545410
	Iteration 47Q: 3 clusters Score -9352010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -9352013.000000 Penalty: 3627.545410
	Iteration 48Q: 3 clusters Score -9352013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -9352014.000000 Penalty: 3627.545410
	Iteration 49Q: 3 clusters Score -9352014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -9352014.000000 Penalty: 3627.545410
	Iteration 50F: 3 clusters Score -9352014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Entering Unmasked Estep 
Score: -1806946.000000 Penalty: 1548.062256
	Iteration 0F: 2 clusters Score -1806946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1797395.500000 Penalty: 3096.124512
	Iteration 0F: 3 clusters Score -1797396 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1800613.625000 Penalty: 3096.124512
	Iteration 1F: 3 clusters Score -1800614 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1800835.625000 Penalty: 3096.124512
	Iteration 2F: 3 clusters Score -1800836 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1801025.625000 Penalty: 3096.124512
	Iteration 3Q: 3 clusters Score -1801026 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1801213.125000 Penalty: 3096.124512
	Iteration 4Q: 3 clusters Score -1801213 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1801384.625000 Penalty: 3096.124512
	Iteration 5Q: 3 clusters Score -1801385 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1801550.875000 Penalty: 3096.124512
	Iteration 6Q: 3 clusters Score -1801551 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1801758.250000 Penalty: 3096.124512
	Iteration 7Q: 3 clusters Score -1801758 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1802043.000000 Penalty: 3096.124512
	Iteration 8Q: 3 clusters Score -1802043 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1802430.625000 Penalty: 3096.124512
	Iteration 9Q: 3 clusters Score -1802431 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1802916.625000 Penalty: 3096.124512
	Iteration 10Q: 3 clusters Score -1802917 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1803442.125000 Penalty: 3096.124512
	Iteration 11Q: 3 clusters Score -1803442 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1803997.625000 Penalty: 3096.124512
	Iteration 12Q: 3 clusters Score -1803998 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1804446.125000 Penalty: 3096.124512
	Iteration 13Q: 3 clusters Score -1804446 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1804756.125000 Penalty: 3096.124512
	Iteration 14Q: 3 clusters Score -1804756 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1804941.375000 Penalty: 3096.124512
	Iteration 15Q: 3 clusters Score -1804941 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1805087.625000 Penalty: 3096.124512
	Iteration 16Q: 3 clusters Score -1805088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1805199.000000 Penalty: 3096.124512
	Iteration 17Q: 3 clusters Score -1805199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1805288.250000 Penalty: 3096.124512
	Iteration 18Q: 3 clusters Score -1805288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1805363.625000 Penalty: 3096.124512
	Iteration 19Q: 3 clusters Score -1805364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1805421.875000 Penalty: 3096.124512
	Iteration 20F: 3 clusters Score -1805422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1805462.500000 Penalty: 3096.124512
	Iteration 21Q: 3 clusters Score -1805462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1805494.250000 Penalty: 3096.124512
	Iteration 22Q: 3 clusters Score -1805494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1805523.750000 Penalty: 3096.124512
	Iteration 23Q: 3 clusters Score -1805524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1805547.875000 Penalty: 3096.124512
	Iteration 24Q: 3 clusters Score -1805548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1805570.125000 Penalty: 3096.124512
	Iteration 25Q: 3 clusters Score -1805570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1805589.500000 Penalty: 3096.124512
	Iteration 26Q: 3 clusters Score -1805590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1805595.625000 Penalty: 3096.124512
	Iteration 27Q: 3 clusters Score -1805596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1805600.750000 Penalty: 3096.124512
	Iteration 28Q: 3 clusters Score -1805601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1805607.000000 Penalty: 3096.124512
	Iteration 29Q: 3 clusters Score -1805607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1805611.000000 Penalty: 3096.124512
	Iteration 30Q: 3 clusters Score -1805611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1805613.250000 Penalty: 3096.124512
	Iteration 31Q: 3 clusters Score -1805613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1805612.625000 Penalty: 3096.124512
	Iteration 32Q: 3 clusters Score -1805613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1805614.375000 Penalty: 3096.124512
	Iteration 33Q: 3 clusters Score -1805614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1805616.750000 Penalty: 3096.124512
	Iteration 34Q: 3 clusters Score -1805617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1805625.875000 Penalty: 3096.124512
	Iteration 35Q: 3 clusters Score -1805626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1805629.750000 Penalty: 3096.124512
	Iteration 36Q: 3 clusters Score -1805630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1805632.000000 Penalty: 3096.124512
	Iteration 37Q: 3 clusters Score -1805632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1805635.500000 Penalty: 3096.124512
	Iteration 38Q: 3 clusters Score -1805636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1805641.875000 Penalty: 3096.124512
	Iteration 39Q: 3 clusters Score -1805642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1805645.625000 Penalty: 3096.124512
	Iteration 40F: 3 clusters Score -1805646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1805652.750000 Penalty: 3096.124512
	Iteration 41Q: 3 clusters Score -1805653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1805659.375000 Penalty: 3096.124512
	Iteration 42Q: 3 clusters Score -1805659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1805660.625000 Penalty: 3096.124512
	Iteration 43Q: 3 clusters Score -1805661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1805661.875000 Penalty: 3096.124512
	Iteration 44Q: 3 clusters Score -1805662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1805663.000000 Penalty: 3096.124512
	Iteration 45Q: 3 clusters Score -1805663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1805663.000000 Penalty: 3096.124512
	Iteration 46F: 3 clusters Score -1805663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -359504.812500 Penalty: 1287.955566
	Iteration 0F: 2 clusters Score -359504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -356927.312500 Penalty: 2575.911133
	Iteration 0F: 3 clusters Score -356927.3 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -357554.875000 Penalty: 2575.911133
	Iteration 1F: 3 clusters Score -357554.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -357698.250000 Penalty: 2575.911133
	Iteration 2F: 3 clusters Score -357698.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -357795.031250 Penalty: 2575.911133
	Iteration 3F: 3 clusters Score -357795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -357872.156250 Penalty: 2575.911133
	Iteration 4Q: 3 clusters Score -357872.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -357930.937500 Penalty: 2575.911133
	Iteration 5Q: 3 clusters Score -357930.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -357986.593750 Penalty: 2575.911133
	Iteration 6Q: 3 clusters Score -357986.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -358028.156250 Penalty: 2575.911133
	Iteration 7Q: 3 clusters Score -358028.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -358065.156250 Penalty: 2575.911133
	Iteration 8Q: 3 clusters Score -358065.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -358098.750000 Penalty: 2575.911133
	Iteration 9Q: 3 clusters Score -358098.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -358137.375000 Penalty: 2575.911133
	Iteration 10Q: 3 clusters Score -358137.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -358171.062500 Penalty: 2575.911133
	Iteration 11Q: 3 clusters Score -358171.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -358194.187500 Penalty: 2575.911133
	Iteration 12Q: 3 clusters Score -358194.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -358218.531250 Penalty: 2575.911133
	Iteration 13Q: 3 clusters Score -358218.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -358244.843750 Penalty: 2575.911133
	Iteration 14Q: 3 clusters Score -358244.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -358267.218750 Penalty: 2575.911133
	Iteration 15Q: 3 clusters Score -358267.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -358287.218750 Penalty: 2575.911133
	Iteration 16Q: 3 clusters Score -358287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -358300.718750 Penalty: 2575.911133
	Iteration 17Q: 3 clusters Score -358300.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -358313.687500 Penalty: 2575.911133
	Iteration 18Q: 3 clusters Score -358313.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -358323.562500 Penalty: 2575.911133
	Iteration 19Q: 3 clusters Score -358323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -358333.000000 Penalty: 2575.911133
	Iteration 20F: 3 clusters Score -358333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -358344.968750 Penalty: 2575.911133
	Iteration 21Q: 3 clusters Score -358345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -358358.593750 Penalty: 2575.911133
	Iteration 22Q: 3 clusters Score -358358.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -358377.843750 Penalty: 2575.911133
	Iteration 23Q: 3 clusters Score -358377.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -358396.593750 Penalty: 2575.911133
	Iteration 24Q: 3 clusters Score -358396.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -358408.156250 Penalty: 2575.911133
	Iteration 25Q: 3 clusters Score -358408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -358416.437500 Penalty: 2575.911133
	Iteration 26Q: 3 clusters Score -358416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -358424.625000 Penalty: 2575.911133
	Iteration 27Q: 3 clusters Score -358424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -358437.062500 Penalty: 2575.911133
	Iteration 28Q: 3 clusters Score -358437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -358444.781250 Penalty: 2575.911133
	Iteration 29Q: 3 clusters Score -358444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -358455.593750 Penalty: 2575.911133
	Iteration 30Q: 3 clusters Score -358455.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -358467.312500 Penalty: 2575.911133
	Iteration 31Q: 3 clusters Score -358467.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -358477.468750 Penalty: 2575.911133
	Iteration 32Q: 3 clusters Score -358477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -358484.750000 Penalty: 2575.911133
	Iteration 33Q: 3 clusters Score -358484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -358493.343750 Penalty: 2575.911133
	Iteration 34Q: 3 clusters Score -358493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -358498.406250 Penalty: 2575.911133
	Iteration 35Q: 3 clusters Score -358498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -358501.718750 Penalty: 2575.911133
	Iteration 36Q: 3 clusters Score -358501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -358506.968750 Penalty: 2575.911133
	Iteration 37Q: 3 clusters Score -358507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -358509.906250 Penalty: 2575.911133
	Iteration 38Q: 3 clusters Score -358509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -358511.562500 Penalty: 2575.911133
	Iteration 39Q: 3 clusters Score -358511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -358512.468750 Penalty: 2575.911133
	Iteration 40F: 3 clusters Score -358512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -358514.375000 Penalty: 2575.911133
	Iteration 41Q: 3 clusters Score -358514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -358514.375000 Penalty: 2575.911133
	Iteration 42F: 3 clusters Score -358514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5267.900391 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5442.325195 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5442.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5475.032227 Penalty: 1443.861694
	Iteration 2Q: 3 clusters Score -5475.032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5481.800781 Penalty: 1443.861694
	Iteration 3Q: 3 clusters Score -5481.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5481.800781 Penalty: 1443.861694
	Iteration 4F: 3 clusters Score -5481.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Entering Unmasked Estep 
Score: -4917307.500000 Penalty: 1709.749268
	Iteration 0F: 2 clusters Score -4917308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4892476.500000 Penalty: 3419.498535
	Iteration 0F: 3 clusters Score -4892476 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4902214.000000 Penalty: 3419.498535
	Iteration 1F: 3 clusters Score -4902214 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4902567.000000 Penalty: 3419.498535
	Iteration 2Q: 3 clusters Score -4902567 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4903055.000000 Penalty: 3419.498535
	Iteration 3Q: 3 clusters Score -4903055 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4903562.000000 Penalty: 3419.498535
	Iteration 4Q: 3 clusters Score -4903562 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4904382.000000 Penalty: 3419.498535
	Iteration 5Q: 3 clusters Score -4904382 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4905573.000000 Penalty: 3419.498535
	Iteration 6F: 3 clusters Score -4905573 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4907458.500000 Penalty: 3419.498535
	Iteration 7F: 3 clusters Score -4907458 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4910048.500000 Penalty: 3419.498535
	Iteration 8F: 3 clusters Score -4910048 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4912629.000000 Penalty: 3419.498535
	Iteration 9F: 3 clusters Score -4912629 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4914447.000000 Penalty: 3419.498535
	Iteration 10F: 3 clusters Score -4914447 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4915252.000000 Penalty: 3419.498535
	Iteration 11Q: 3 clusters Score -4915252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4915565.000000 Penalty: 3419.498535
	Iteration 12Q: 3 clusters Score -4915565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4915674.000000 Penalty: 3419.498535
	Iteration 13Q: 3 clusters Score -4915674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4915750.000000 Penalty: 3419.498535
	Iteration 14Q: 3 clusters Score -4915750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4915800.000000 Penalty: 3419.498535
	Iteration 15Q: 3 clusters Score -4915800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4915820.000000 Penalty: 3419.498535
	Iteration 16Q: 3 clusters Score -4915820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4915822.500000 Penalty: 3419.498535
	Iteration 17Q: 3 clusters Score -4915822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4915830.500000 Penalty: 3419.498535
	Iteration 18Q: 3 clusters Score -4915830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4915842.500000 Penalty: 3419.498535
	Iteration 19Q: 3 clusters Score -4915842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4915847.000000 Penalty: 3419.498535
	Iteration 20F: 3 clusters Score -4915847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4915851.000000 Penalty: 3419.498535
	Iteration 21Q: 3 clusters Score -4915851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4915850.500000 Penalty: 3419.498535
	Iteration 22Q: 3 clusters Score -4915850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4915850.500000 Penalty: 3419.498535
	Iteration 23F: 3 clusters Score -4915850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48554 members 
Mstep: Class 3 contains 58192 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 57262 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 62370 members 
Mstep: Class 11 contains 51739 members 
Mstep: Class 12 contains 66363 members 
Mstep: Class 13 contains 11790 members 
Mstep: Class 14 contains 63076 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80631 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51962 members 
Mstep: Class 25 contains 56831 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71537 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 59657 members 
Mstep: Class 32 contains 11860 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70381 members 
Mstep: Class 36 contains 13719 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783464.000000 Penalty: 89804.523438
Iteration 239Q: 41 clusters Score -1.277835e+08 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48555 members 
Mstep: Class 3 contains 57266 members 
Mstep: Class 4 contains 16315 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 57169 members 
Mstep: Class 9 contains 13800 members 
Mstep: Class 10 contains 61876 members 
Mstep: Class 11 contains 51788 members 
Mstep: Class 12 contains 65704 members 
Mstep: Class 13 contains 11796 members 
Mstep: Class 14 contains 62223 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11322 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 80808 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52209 members 
Mstep: Class 25 contains 59146 members 
Mstep: Class 26 contains 13713 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71488 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 60509 members 
Mstep: Class 32 contains 11880 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70793 members 
Mstep: Class 36 contains 13709 members 
Mstep: Class 37 contains 2816 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37031 members 
Mstep: Class 40 contains 12248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784336.000000 Penalty: 89804.523438
Iteration 240F: 41 clusters Score -1.277843e+08 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48541 members 
Mstep: Class 3 contains 56371 members 
Mstep: Class 4 contains 16317 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 56956 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 60943 members 
Mstep: Class 11 contains 51839 members 
Mstep: Class 12 contains 64669 members 
Mstep: Class 13 contains 11790 members 
Mstep: Class 14 contains 60946 members 
Mstep: Class 15 contains 5013 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11233 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80957 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52638 members 
Mstep: Class 25 contains 61691 members 
Mstep: Class 26 contains 13714 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71379 members 
Mstep: Class 30 contains 6646 members 
Mstep: Class 31 contains 61394 members 
Mstep: Class 32 contains 11895 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71345 members 
Mstep: Class 36 contains 13699 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36940 members 
Mstep: Class 40 contains 12299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785056.000000 Penalty: 89804.523438
Iteration 241Q: 41 clusters Score -1.277851e+08 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48522 members 
Mstep: Class 3 contains 55496 members 
Mstep: Class 4 contains 16317 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 56789 members 
Mstep: Class 9 contains 13714 members 
Mstep: Class 10 contains 59848 members 
Mstep: Class 11 contains 51899 members 
Mstep: Class 12 contains 63540 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 59699 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11139 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 81121 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53145 members 
Mstep: Class 25 contains 64208 members 
Mstep: Class 26 contains 13717 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71255 members 
Mstep: Class 30 contains 6647 members 
Mstep: Class 31 contains 62352 members 
Mstep: Class 32 contains 11909 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71899 members 
Mstep: Class 36 contains 13689 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36861 members 
Mstep: Class 40 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785784.000000 Penalty: 89804.523438
Iteration 242Q: 41 clusters Score -1.277858e+08 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48504 members 
Mstep: Class 3 contains 55005 members 
Mstep: Class 4 contains 16315 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 13668 members 
Mstep: Class 10 contains 58804 members 
Mstep: Class 11 contains 51947 members 
Mstep: Class 12 contains 62928 members 
Mstep: Class 13 contains 11801 members 
Mstep: Class 14 contains 58679 members 
Mstep: Class 15 contains 5013 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 81195 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53624 members 
Mstep: Class 25 contains 66091 members 
Mstep: Class 26 contains 13725 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71176 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 62880 members 
Mstep: Class 32 contains 11940 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72462 members 
Mstep: Class 36 contains 13679 members 
Mstep: Class 37 contains 2867 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36854 members 
Mstep: Class 40 contains 12326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785656.000000 Penalty: 89804.523438
Iteration 243Q: 41 clusters Score -1.277857e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48518 members 
Mstep: Class 3 contains 54720 members 
Mstep: Class 4 contains 16319 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 56544 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 57845 members 
Mstep: Class 11 contains 52000 members 
Mstep: Class 12 contains 62707 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 57696 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10947 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 81209 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54023 members 
Mstep: Class 25 contains 67583 members 
Mstep: Class 26 contains 13730 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71125 members 
Mstep: Class 30 contains 6638 members 
Mstep: Class 31 contains 63208 members 
Mstep: Class 32 contains 11972 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73038 members 
Mstep: Class 36 contains 13667 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36871 members 
Mstep: Class 40 contains 12152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785320.000000 Penalty: 89804.523438
Iteration 244Q: 41 clusters Score -1.277853e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48523 members 
Mstep: Class 3 contains 54915 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 56415 members 
Mstep: Class 9 contains 13574 members 
Mstep: Class 10 contains 56911 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 62581 members 
Mstep: Class 13 contains 11826 members 
Mstep: Class 14 contains 56860 members 
Mstep: Class 15 contains 5011 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10868 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 81041 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54452 members 
Mstep: Class 25 contains 68839 members 
Mstep: Class 26 contains 13734 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71125 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 63185 members 
Mstep: Class 32 contains 11996 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73597 members 
Mstep: Class 36 contains 13649 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 36921 members 
Mstep: Class 40 contains 11915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784696.000000 Penalty: 89804.523438
Iteration 245Q: 41 clusters Score -1.277847e+08 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48544 members 
Mstep: Class 3 contains 55341 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 56324 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 56086 members 
Mstep: Class 11 contains 52078 members 
Mstep: Class 12 contains 62559 members 
Mstep: Class 13 contains 11840 members 
Mstep: Class 14 contains 56107 members 
Mstep: Class 15 contains 5010 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80687 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54880 members 
Mstep: Class 25 contains 69949 members 
Mstep: Class 26 contains 13741 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71139 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 62884 members 
Mstep: Class 32 contains 12024 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74208 members 
Mstep: Class 36 contains 13638 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37025 members 
Mstep: Class 40 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784864.000000 Penalty: 89804.523438
Iteration 246Q: 41 clusters Score -1.277849e+08 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48562 members 
Mstep: Class 3 contains 55834 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 56277 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 55410 members 
Mstep: Class 11 contains 52131 members 
Mstep: Class 12 contains 62628 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 55427 members 
Mstep: Class 15 contains 5009 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 80153 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55338 members 
Mstep: Class 25 contains 70974 members 
Mstep: Class 26 contains 13740 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71160 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 62501 members 
Mstep: Class 32 contains 12041 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74793 members 
Mstep: Class 36 contains 13626 members 
Mstep: Class 37 contains 2858 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37176 members 
Mstep: Class 40 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784744.000000 Penalty: 89804.523438
Iteration 247Q: 41 clusters Score -1.277847e+08 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48571 members 
Mstep: Class 3 contains 56425 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 13653 members 
Mstep: Class 8 contains 56270 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 54782 members 
Mstep: Class 11 contains 52159 members 
Mstep: Class 12 contains 62746 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 54813 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 79561 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55825 members 
Mstep: Class 25 contains 71791 members 
Mstep: Class 26 contains 13740 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71234 members 
Mstep: Class 30 contains 6638 members 
Mstep: Class 31 contains 61990 members 
Mstep: Class 32 contains 12065 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75354 members 
Mstep: Class 36 contains 13619 members 
Mstep: Class 37 contains 2858 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37388 members 
Mstep: Class 40 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784800.000000 Penalty: 89804.523438
Iteration 248Q: 41 clusters Score -1.277848e+08 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48587 members 
Mstep: Class 3 contains 57200 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 56255 members 
Mstep: Class 9 contains 13444 members 
Mstep: Class 10 contains 54169 members 
Mstep: Class 11 contains 52200 members 
Mstep: Class 12 contains 62856 members 
Mstep: Class 13 contains 11840 members 
Mstep: Class 14 contains 54243 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10498 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 78827 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56381 members 
Mstep: Class 25 contains 72511 members 
Mstep: Class 26 contains 13739 members 
Mstep: Class 27 contains 1702 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71313 members 
Mstep: Class 30 contains 6641 members 
Mstep: Class 31 contains 61359 members 
Mstep: Class 32 contains 12089 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75965 members 
Mstep: Class 36 contains 13616 members 
Mstep: Class 37 contains 2861 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37533 members 
Mstep: Class 40 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785176.000000 Penalty: 89804.523438
Iteration 249Q: 41 clusters Score -1.277852e+08 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48619 members 
Mstep: Class 3 contains 58069 members 
Mstep: Class 4 contains 16318 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 56272 members 
Mstep: Class 9 contains 13418 members 
Mstep: Class 10 contains 53511 members 
Mstep: Class 11 contains 52238 members 
Mstep: Class 12 contains 62971 members 
Mstep: Class 13 contains 11839 members 
Mstep: Class 14 contains 53699 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10413 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 78104 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56918 members 
Mstep: Class 25 contains 73135 members 
Mstep: Class 26 contains 13738 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71410 members 
Mstep: Class 30 contains 6647 members 
Mstep: Class 31 contains 60657 members 
Mstep: Class 32 contains 12113 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76517 members 
Mstep: Class 36 contains 13612 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37710 members 
Mstep: Class 40 contains 10023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785776.000000 Penalty: 89804.523438
Iteration 250Q: 41 clusters Score -1.277858e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48640 members 
Mstep: Class 3 contains 59090 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 56308 members 
Mstep: Class 9 contains 13374 members 
Mstep: Class 10 contains 53286 members 
Mstep: Class 11 contains 52242 members 
Mstep: Class 12 contains 63126 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 53217 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10329 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 77460 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57313 members 
Mstep: Class 25 contains 73674 members 
Mstep: Class 26 contains 13737 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71503 members 
Mstep: Class 30 contains 6645 members 
Mstep: Class 31 contains 59784 members 
Mstep: Class 32 contains 12138 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76691 members 
Mstep: Class 36 contains 13607 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 37940 members 
Mstep: Class 40 contains 9703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786024.000000 Penalty: 89804.523438
Iteration 251Q: 41 clusters Score -1.27786e+08 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48675 members 
Mstep: Class 3 contains 60146 members 
Mstep: Class 4 contains 16309 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 56327 members 
Mstep: Class 9 contains 13348 members 
Mstep: Class 10 contains 53446 members 
Mstep: Class 11 contains 52240 members 
Mstep: Class 12 contains 63228 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 14 contains 52864 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 76797 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57461 members 
Mstep: Class 25 contains 74130 members 
Mstep: Class 26 contains 13741 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71583 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 58927 members 
Mstep: Class 32 contains 12163 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76662 members 
Mstep: Class 36 contains 13606 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38189 members 
Mstep: Class 40 contains 9385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786440.000000 Penalty: 89804.523438
Iteration 252Q: 41 clusters Score -1.277864e+08 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48721 members 
Mstep: Class 3 contains 61230 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 56361 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 53984 members 
Mstep: Class 11 contains 52220 members 
Mstep: Class 12 contains 63332 members 
Mstep: Class 13 contains 11815 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10196 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 76187 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57394 members 
Mstep: Class 25 contains 74547 members 
Mstep: Class 26 contains 13741 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71661 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 58118 members 
Mstep: Class 32 contains 12183 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76316 members 
Mstep: Class 36 contains 13605 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38463 members 
Mstep: Class 40 contains 9044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786512.000000 Penalty: 89804.523438
Iteration 253Q: 41 clusters Score -1.277865e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48748 members 
Mstep: Class 3 contains 62397 members 
Mstep: Class 4 contains 16296 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 56459 members 
Mstep: Class 9 contains 13317 members 
Mstep: Class 10 contains 54712 members 
Mstep: Class 11 contains 52196 members 
Mstep: Class 12 contains 63425 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 52275 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 75610 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57198 members 
Mstep: Class 25 contains 74963 members 
Mstep: Class 26 contains 13746 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71753 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 57431 members 
Mstep: Class 32 contains 12205 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75648 members 
Mstep: Class 36 contains 13601 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38687 members 
Mstep: Class 40 contains 8690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786760.000000 Penalty: 89804.523438
Iteration 254Q: 41 clusters Score -1.277868e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 3 contains 63360 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 56535 members 
Mstep: Class 9 contains 13293 members 
Mstep: Class 10 contains 55498 members 
Mstep: Class 11 contains 52181 members 
Mstep: Class 12 contains 63497 members 
Mstep: Class 13 contains 11802 members 
Mstep: Class 14 contains 52017 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 75152 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56801 members 
Mstep: Class 25 contains 75354 members 
Mstep: Class 26 contains 13748 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71870 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 56925 members 
Mstep: Class 32 contains 12227 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74988 members 
Mstep: Class 36 contains 13606 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 38899 members 
Mstep: Class 40 contains 8370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787336.000000 Penalty: 89804.523438
Iteration 255Q: 41 clusters Score -1.277873e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48778 members 
Mstep: Class 3 contains 64043 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 56618 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 56281 members 
Mstep: Class 11 contains 52157 members 
Mstep: Class 12 contains 63544 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 51806 members 
Mstep: Class 15 contains 5004 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10076 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 74991 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56358 members 
Mstep: Class 25 contains 75671 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71980 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 56497 members 
Mstep: Class 32 contains 12250 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74345 members 
Mstep: Class 36 contains 13609 members 
Mstep: Class 37 contains 2875 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39105 members 
Mstep: Class 40 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787392.000000 Penalty: 89804.523438
Iteration 256Q: 41 clusters Score -1.277874e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 3 contains 64388 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 56675 members 
Mstep: Class 9 contains 13247 members 
Mstep: Class 10 contains 57029 members 
Mstep: Class 11 contains 52118 members 
Mstep: Class 12 contains 63578 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 51612 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10046 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 75100 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55936 members 
Mstep: Class 25 contains 75975 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72106 members 
Mstep: Class 30 contains 6635 members 
Mstep: Class 31 contains 56178 members 
Mstep: Class 32 contains 12266 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73751 members 
Mstep: Class 36 contains 13605 members 
Mstep: Class 37 contains 2890 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39271 members 
Mstep: Class 40 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787760.000000 Penalty: 89804.523438
Iteration 257Q: 41 clusters Score -1.277878e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48793 members 
Mstep: Class 3 contains 64565 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 56721 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 57803 members 
Mstep: Class 11 contains 52061 members 
Mstep: Class 12 contains 63602 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 51459 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 10024 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 75299 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55550 members 
Mstep: Class 25 contains 76278 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72209 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 55890 members 
Mstep: Class 32 contains 12270 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73198 members 
Mstep: Class 36 contains 13598 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39409 members 
Mstep: Class 40 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787808.000000 Penalty: 89804.523438
Iteration 258Q: 41 clusters Score -1.277878e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48787 members 
Mstep: Class 3 contains 64399 members 
Mstep: Class 4 contains 16279 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 56767 members 
Mstep: Class 9 contains 13213 members 
Mstep: Class 10 contains 58627 members 
Mstep: Class 11 contains 51994 members 
Mstep: Class 12 contains 63584 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 51316 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 9996 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 75628 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55139 members 
Mstep: Class 25 contains 76614 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72329 members 
Mstep: Class 30 contains 6625 members 
Mstep: Class 31 contains 55756 members 
Mstep: Class 32 contains 12271 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72718 members 
Mstep: Class 36 contains 13592 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39511 members 
Mstep: Class 40 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787712.000000 Penalty: 89804.523438
Iteration 259Q: 41 clusters Score -1.277877e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48786 members 
Mstep: Class 3 contains 64017 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 56821 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 59392 members 
Mstep: Class 11 contains 51942 members 
Mstep: Class 12 contains 63550 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 51155 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 9953 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 76012 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54733 members 
Mstep: Class 25 contains 76891 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72467 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 55800 members 
Mstep: Class 32 contains 12269 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72303 members 
Mstep: Class 36 contains 13593 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39589 members 
Mstep: Class 40 contains 6988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787360.000000 Penalty: 89804.523438
Iteration 260F: 41 clusters Score -1.277874e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48760 members 
Mstep: Class 3 contains 63311 members 
Mstep: Class 4 contains 16279 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13671 members 
Mstep: Class 8 contains 56831 members 
Mstep: Class 9 contains 13174 members 
Mstep: Class 10 contains 60236 members 
Mstep: Class 11 contains 51903 members 
Mstep: Class 12 contains 63453 members 
Mstep: Class 13 contains 11792 members 
Mstep: Class 14 contains 51045 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 9911 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 76490 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54301 members 
Mstep: Class 25 contains 77180 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72591 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 56081 members 
Mstep: Class 32 contains 12289 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71911 members 
Mstep: Class 36 contains 13592 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39624 members 
Mstep: Class 40 contains 6772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786976.000000 Penalty: 89804.523438
Iteration 261Q: 41 clusters Score -1.27787e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48755 members 
Mstep: Class 3 contains 62283 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13674 members 
Mstep: Class 8 contains 56810 members 
Mstep: Class 9 contains 13169 members 
Mstep: Class 10 contains 61163 members 
Mstep: Class 11 contains 51891 members 
Mstep: Class 12 contains 63321 members 
Mstep: Class 13 contains 11790 members 
Mstep: Class 14 contains 50951 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 9874 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 76996 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53907 members 
Mstep: Class 25 contains 77454 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72711 members 
Mstep: Class 30 contains 6632 members 
Mstep: Class 31 contains 56627 members 
Mstep: Class 32 contains 12303 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71460 members 
Mstep: Class 36 contains 13584 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39623 members 
Mstep: Class 40 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786880.000000 Penalty: 89804.523438
Iteration 262Q: 41 clusters Score -1.277869e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48748 members 
Mstep: Class 3 contains 61152 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13677 members 
Mstep: Class 8 contains 56748 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 62059 members 
Mstep: Class 11 contains 51882 members 
Mstep: Class 12 contains 63170 members 
Mstep: Class 13 contains 11788 members 
Mstep: Class 14 contains 50878 members 
Mstep: Class 15 contains 5004 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 77527 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53483 members 
Mstep: Class 25 contains 77751 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72807 members 
Mstep: Class 30 contains 6635 members 
Mstep: Class 31 contains 57358 members 
Mstep: Class 32 contains 12317 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71072 members 
Mstep: Class 36 contains 13576 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39582 members 
Mstep: Class 40 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786792.000000 Penalty: 89804.523438
Iteration 263Q: 41 clusters Score -1.277868e+08 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48715 members 
Mstep: Class 3 contains 60080 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 56676 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 62892 members 
Mstep: Class 11 contains 51871 members 
Mstep: Class 12 contains 62986 members 
Mstep: Class 13 contains 11781 members 
Mstep: Class 14 contains 50818 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 9753 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 78014 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53111 members 
Mstep: Class 25 contains 78095 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72882 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 58177 members 
Mstep: Class 32 contains 12324 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70671 members 
Mstep: Class 36 contains 13571 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39522 members 
Mstep: Class 40 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786592.000000 Penalty: 89804.523438
Iteration 264Q: 41 clusters Score -1.277866e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48705 members 
Mstep: Class 3 contains 59047 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 56613 members 
Mstep: Class 9 contains 13146 members 
Mstep: Class 10 contains 63336 members 
Mstep: Class 11 contains 51849 members 
Mstep: Class 12 contains 62784 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 50770 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9679 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 78437 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53003 members 
Mstep: Class 25 contains 78392 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72972 members 
Mstep: Class 30 contains 6618 members 
Mstep: Class 31 contains 58875 members 
Mstep: Class 32 contains 12331 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70535 members 
Mstep: Class 36 contains 13566 members 
Mstep: Class 37 contains 2891 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39445 members 
Mstep: Class 40 contains 6005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786424.000000 Penalty: 89804.523438
Iteration 265Q: 41 clusters Score -1.277864e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48687 members 
Mstep: Class 3 contains 58027 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 56533 members 
Mstep: Class 9 contains 13141 members 
Mstep: Class 10 contains 63205 members 
Mstep: Class 11 contains 51828 members 
Mstep: Class 12 contains 62512 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 50748 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9617 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 78836 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53021 members 
Mstep: Class 25 contains 78733 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73031 members 
Mstep: Class 30 contains 6620 members 
Mstep: Class 31 contains 59641 members 
Mstep: Class 32 contains 12339 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70804 members 
Mstep: Class 36 contains 13560 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39373 members 
Mstep: Class 40 contains 5853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786152.000000 Penalty: 89804.523438
Iteration 266Q: 41 clusters Score -1.277862e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48651 members 
Mstep: Class 3 contains 57036 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13677 members 
Mstep: Class 8 contains 56429 members 
Mstep: Class 9 contains 13139 members 
Mstep: Class 10 contains 62618 members 
Mstep: Class 11 contains 51831 members 
Mstep: Class 12 contains 62221 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 50740 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9576 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 79108 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53243 members 
Mstep: Class 25 contains 79087 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73080 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 60475 members 
Mstep: Class 32 contains 12352 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71356 members 
Mstep: Class 36 contains 13554 members 
Mstep: Class 37 contains 2880 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39276 members 
Mstep: Class 40 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786168.000000 Penalty: 89804.523438
Iteration 267Q: 41 clusters Score -1.277862e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48658 members 
Mstep: Class 3 contains 56026 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 56301 members 
Mstep: Class 9 contains 13142 members 
Mstep: Class 10 contains 61673 members 
Mstep: Class 11 contains 51831 members 
Mstep: Class 12 contains 61910 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 50732 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9533 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 79413 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53561 members 
Mstep: Class 25 contains 79449 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73149 members 
Mstep: Class 30 contains 6625 members 
Mstep: Class 31 contains 61325 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72085 members 
Mstep: Class 36 contains 13552 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39201 members 
Mstep: Class 40 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786536.000000 Penalty: 89804.523438
Iteration 268Q: 41 clusters Score -1.277865e+08 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48632 members 
Mstep: Class 3 contains 55112 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 56191 members 
Mstep: Class 9 contains 13146 members 
Mstep: Class 10 contains 60502 members 
Mstep: Class 11 contains 51853 members 
Mstep: Class 12 contains 61553 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 50735 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9482 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 79593 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54066 members 
Mstep: Class 25 contains 79869 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73205 members 
Mstep: Class 30 contains 6617 members 
Mstep: Class 31 contains 62263 members 
Mstep: Class 32 contains 12377 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72768 members 
Mstep: Class 36 contains 13546 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39161 members 
Mstep: Class 40 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786216.000000 Penalty: 89804.523438
Iteration 269Q: 41 clusters Score -1.277862e+08 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48612 members 
Mstep: Class 3 contains 54365 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13676 members 
Mstep: Class 8 contains 56054 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 59329 members 
Mstep: Class 11 contains 51892 members 
Mstep: Class 12 contains 61110 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 50740 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 79654 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54534 members 
Mstep: Class 25 contains 80365 members 
Mstep: Class 26 contains 13782 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73261 members 
Mstep: Class 30 contains 6609 members 
Mstep: Class 31 contains 63100 members 
Mstep: Class 32 contains 12381 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73537 members 
Mstep: Class 36 contains 13541 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39155 members 
Mstep: Class 40 contains 5310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785864.000000 Penalty: 89804.523438
Iteration 270Q: 41 clusters Score -1.277859e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48597 members 
Mstep: Class 3 contains 54157 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 55927 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 58044 members 
Mstep: Class 11 contains 51906 members 
Mstep: Class 12 contains 60590 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 50751 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 79468 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55019 members 
Mstep: Class 25 contains 80939 members 
Mstep: Class 26 contains 13785 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73305 members 
Mstep: Class 30 contains 6605 members 
Mstep: Class 31 contains 63496 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74505 members 
Mstep: Class 36 contains 13535 members 
Mstep: Class 37 contains 2817 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39199 members 
Mstep: Class 40 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785664.000000 Penalty: 89804.523438
Iteration 271Q: 41 clusters Score -1.277857e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48612 members 
Mstep: Class 3 contains 54322 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13674 members 
Mstep: Class 8 contains 55856 members 
Mstep: Class 9 contains 13164 members 
Mstep: Class 10 contains 56878 members 
Mstep: Class 11 contains 51939 members 
Mstep: Class 12 contains 60062 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 50761 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9303 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 78966 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55467 members 
Mstep: Class 25 contains 81523 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73345 members 
Mstep: Class 30 contains 6594 members 
Mstep: Class 31 contains 63600 members 
Mstep: Class 32 contains 12386 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75483 members 
Mstep: Class 36 contains 13530 members 
Mstep: Class 37 contains 2789 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39292 members 
Mstep: Class 40 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785352.000000 Penalty: 89804.523438
Iteration 272Q: 41 clusters Score -1.277854e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48629 members 
Mstep: Class 3 contains 54973 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13673 members 
Mstep: Class 8 contains 55819 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 55851 members 
Mstep: Class 11 contains 51944 members 
Mstep: Class 12 contains 59577 members 
Mstep: Class 13 contains 11778 members 
Mstep: Class 14 contains 50761 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9242 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 78244 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55915 members 
Mstep: Class 25 contains 82020 members 
Mstep: Class 26 contains 13782 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73408 members 
Mstep: Class 30 contains 6591 members 
Mstep: Class 31 contains 63342 members 
Mstep: Class 32 contains 12388 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76402 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39413 members 
Mstep: Class 40 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785008.000000 Penalty: 89804.523438
Iteration 273Q: 41 clusters Score -1.27785e+08 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48631 members 
Mstep: Class 3 contains 55725 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 55786 members 
Mstep: Class 9 contains 13156 members 
Mstep: Class 10 contains 54937 members 
Mstep: Class 11 contains 51956 members 
Mstep: Class 12 contains 59137 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 50772 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9202 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 77361 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56391 members 
Mstep: Class 25 contains 82442 members 
Mstep: Class 26 contains 13784 members 
Mstep: Class 27 contains 1701 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73475 members 
Mstep: Class 30 contains 6595 members 
Mstep: Class 31 contains 63016 members 
Mstep: Class 32 contains 12392 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77244 members 
Mstep: Class 36 contains 13521 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39561 members 
Mstep: Class 40 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785056.000000 Penalty: 89804.523438
Iteration 274Q: 41 clusters Score -1.277851e+08 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 3 contains 56706 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13674 members 
Mstep: Class 8 contains 55763 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 54238 members 
Mstep: Class 11 contains 51978 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 11767 members 
Mstep: Class 14 contains 50807 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9142 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 76468 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56819 members 
Mstep: Class 25 contains 82843 members 
Mstep: Class 26 contains 13784 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73529 members 
Mstep: Class 30 contains 6602 members 
Mstep: Class 31 contains 62459 members 
Mstep: Class 32 contains 12405 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77873 members 
Mstep: Class 36 contains 13521 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39723 members 
Mstep: Class 40 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784880.000000 Penalty: 89804.523438
Iteration 275Q: 41 clusters Score -1.277849e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48661 members 
Mstep: Class 3 contains 57762 members 
Mstep: Class 4 contains 16256 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 55790 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 53572 members 
Mstep: Class 11 contains 51996 members 
Mstep: Class 12 contains 58341 members 
Mstep: Class 13 contains 11761 members 
Mstep: Class 14 contains 50854 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 75665 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57216 members 
Mstep: Class 25 contains 83193 members 
Mstep: Class 26 contains 13778 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73586 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 61777 members 
Mstep: Class 32 contains 12414 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78335 members 
Mstep: Class 36 contains 13520 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 39940 members 
Mstep: Class 40 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785224.000000 Penalty: 89804.523438
Iteration 276Q: 41 clusters Score -1.277852e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48682 members 
Mstep: Class 3 contains 59027 members 
Mstep: Class 4 contains 16252 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 55876 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 53098 members 
Mstep: Class 11 contains 52003 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 11757 members 
Mstep: Class 14 contains 50895 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 74918 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57648 members 
Mstep: Class 25 contains 83548 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73630 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 60962 members 
Mstep: Class 32 contains 12420 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78384 members 
Mstep: Class 36 contains 13516 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40163 members 
Mstep: Class 40 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785680.000000 Penalty: 89804.523438
Iteration 277Q: 41 clusters Score -1.277857e+08 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48679 members 
Mstep: Class 3 contains 60376 members 
Mstep: Class 4 contains 16247 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13682 members 
Mstep: Class 8 contains 55951 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 52881 members 
Mstep: Class 11 contains 51979 members 
Mstep: Class 12 contains 57594 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 50967 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 74268 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58111 members 
Mstep: Class 25 contains 83884 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73671 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 59984 members 
Mstep: Class 32 contains 12434 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78061 members 
Mstep: Class 36 contains 13518 members 
Mstep: Class 37 contains 2726 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40496 members 
Mstep: Class 40 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785344.000000 Penalty: 89804.523438
Iteration 278Q: 41 clusters Score -1.277853e+08 nChanged 4750
Entering ConstructFrom: 
Score: -127785344.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -351594.843750 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -351594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -349014.625000 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -349014.6 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -349628.750000 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -349628.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349749.000000 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -349749 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349830.312500 Penalty: 2580.689697
	Iteration 3F: 3 clusters Score -349830.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -349873.312500 Penalty: 2580.689697
	Iteration 4Q: 3 clusters Score -349873.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -349916.812500 Penalty: 2580.689697
	Iteration 5Q: 3 clusters Score -349916.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -349948.718750 Penalty: 2580.689697
	Iteration 6Q: 3 clusters Score -349948.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -349972.187500 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -349972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -349996.312500 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -349996.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -350022.000000 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -350022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -350043.531250 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -350043.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -350062.968750 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -350063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -350090.843750 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -350090.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -350119.000000 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -350119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350149.406250 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -350149.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -350171.968750 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -350172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350187.406250 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -350187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -350199.625000 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -350199.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -350210.156250 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -350210.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -350224.312500 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -350224.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -350241.125000 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -350241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -350258.937500 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -350258.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -350285.500000 Penalty: 2580.689697
	Iteration 22Q: 3 clusters Score -350285.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -350315.406250 Penalty: 2580.689697
	Iteration 23Q: 3 clusters Score -350315.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -350345.250000 Penalty: 2580.689697
	Iteration 24Q: 3 clusters Score -350345.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -350367.937500 Penalty: 2580.689697
	Iteration 25Q: 3 clusters Score -350367.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -350389.656250 Penalty: 2580.689697
	Iteration 26Q: 3 clusters Score -350389.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -350420.187500 Penalty: 2580.689697
	Iteration 27Q: 3 clusters Score -350420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -350450.718750 Penalty: 2580.689697
	Iteration 28Q: 3 clusters Score -350450.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -350478.593750 Penalty: 2580.689697
	Iteration 29Q: 3 clusters Score -350478.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -350501.906250 Penalty: 2580.689697
	Iteration 30Q: 3 clusters Score -350501.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350523.156250 Penalty: 2580.689697
	Iteration 31Q: 3 clusters Score -350523.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -350541.281250 Penalty: 2580.689697
	Iteration 32Q: 3 clusters Score -350541.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -350559.906250 Penalty: 2580.689697
	Iteration 33Q: 3 clusters Score -350559.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350575.281250 Penalty: 2580.689697
	Iteration 34Q: 3 clusters Score -350575.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -350583.343750 Penalty: 2580.689697
	Iteration 35Q: 3 clusters Score -350583.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -350596.343750 Penalty: 2580.689697
	Iteration 36Q: 3 clusters Score -350596.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -350607.062500 Penalty: 2580.689697
	Iteration 37Q: 3 clusters Score -350607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -350615.500000 Penalty: 2580.689697
	Iteration 38Q: 3 clusters Score -350615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -350618.562500 Penalty: 2580.689697
	Iteration 39Q: 3 clusters Score -350618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -350622.812500 Penalty: 2580.689697
	Iteration 40F: 3 clusters Score -350622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -350632.031250 Penalty: 2580.689697
	Iteration 41Q: 3 clusters Score -350632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -350637.093750 Penalty: 2580.689697
	Iteration 42Q: 3 clusters Score -350637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -350645.000000 Penalty: 2580.689697
	Iteration 43Q: 3 clusters Score -350645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -350653.281250 Penalty: 2580.689697
	Iteration 44Q: 3 clusters Score -350653.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -350662.343750 Penalty: 2580.689697
	Iteration 45Q: 3 clusters Score -350662.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -350671.593750 Penalty: 2580.689697
	Iteration 46Q: 3 clusters Score -350671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -350682.281250 Penalty: 2580.689697
	Iteration 47Q: 3 clusters Score -350682.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -350703.375000 Penalty: 2580.689697
	Iteration 48Q: 3 clusters Score -350703.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -350729.843750 Penalty: 2580.689697
	Iteration 49Q: 3 clusters Score -350729.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -350752.062500 Penalty: 2580.689697
	Iteration 50Q: 3 clusters Score -350752.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -350775.000000 Penalty: 2580.689697
	Iteration 51Q: 3 clusters Score -350775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -350804.437500 Penalty: 2580.689697
	Iteration 52Q: 3 clusters Score -350804.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -350833.343750 Penalty: 2580.689697
	Iteration 53Q: 3 clusters Score -350833.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -350865.812500 Penalty: 2580.689697
	Iteration 54Q: 3 clusters Score -350865.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -350896.625000 Penalty: 2580.689697
	Iteration 55Q: 3 clusters Score -350896.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -350935.031250 Penalty: 2580.689697
	Iteration 56Q: 3 clusters Score -350935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -350976.656250 Penalty: 2580.689697
	Iteration 57Q: 3 clusters Score -350976.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -351020.843750 Penalty: 2580.689697
	Iteration 58Q: 3 clusters Score -351020.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -351050.156250 Penalty: 2580.689697
	Iteration 59Q: 3 clusters Score -351050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -351062.562500 Penalty: 2580.689697
	Iteration 60F: 3 clusters Score -351062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -351068.125000 Penalty: 2580.689697
	Iteration 61Q: 3 clusters Score -351068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -351070.750000 Penalty: 2580.689697
	Iteration 62Q: 3 clusters Score -351070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -351070.968750 Penalty: 2580.689697
	Iteration 63Q: 3 clusters Score -351071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -351071.062500 Penalty: 2580.689697
	Iteration 64Q: 3 clusters Score -351071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -351071.187500 Penalty: 2580.689697
	Iteration 65Q: 3 clusters Score -351071.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -351071.187500 Penalty: 2580.689697
	Iteration 66F: 3 clusters Score -351071.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Entering Unmasked Estep 
Score: -6105113.500000 Penalty: 1753.742798
	Iteration 0F: 2 clusters Score -6105114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -6072525.500000 Penalty: 3507.485596
	Iteration 0F: 3 clusters Score -6072526 nChanged 22896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -6085500.000000 Penalty: 3507.485596
	Iteration 1F: 3 clusters Score -6085500 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -6086199.000000 Penalty: 3507.485596
	Iteration 2Q: 3 clusters Score -6086199 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -6087278.000000 Penalty: 3507.485596
	Iteration 3Q: 3 clusters Score -6087278 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -6089075.500000 Penalty: 3507.485596
	Iteration 4F: 3 clusters Score -6089076 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -6091873.500000 Penalty: 3507.485596
	Iteration 5F: 3 clusters Score -6091874 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -6095500.500000 Penalty: 3507.485596
	Iteration 6F: 3 clusters Score -6095500 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6099299.000000 Penalty: 3507.485596
	Iteration 7F: 3 clusters Score -6099299 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6101748.000000 Penalty: 3507.485596
	Iteration 8F: 3 clusters Score -6101748 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6102909.000000 Penalty: 3507.485596
	Iteration 9Q: 3 clusters Score -6102909 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6103296.500000 Penalty: 3507.485596
	Iteration 10Q: 3 clusters Score -6103296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6103436.000000 Penalty: 3507.485596
	Iteration 11Q: 3 clusters Score -6103436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6103487.000000 Penalty: 3507.485596
	Iteration 12Q: 3 clusters Score -6103487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6103526.500000 Penalty: 3507.485596
	Iteration 13Q: 3 clusters Score -6103526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6103540.500000 Penalty: 3507.485596
	Iteration 14Q: 3 clusters Score -6103540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6103547.500000 Penalty: 3507.485596
	Iteration 15Q: 3 clusters Score -6103548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6103561.000000 Penalty: 3507.485596
	Iteration 16Q: 3 clusters Score -6103561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6103567.500000 Penalty: 3507.485596
	Iteration 17Q: 3 clusters Score -6103568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6103576.500000 Penalty: 3507.485596
	Iteration 18Q: 3 clusters Score -6103576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6103583.000000 Penalty: 3507.485596
	Iteration 19Q: 3 clusters Score -6103583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6103583.000000 Penalty: 3507.485596
	Iteration 20F: 3 clusters Score -6103583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6103580.500000 Penalty: 3507.485596
	Iteration 21Q: 3 clusters Score -6103580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6103584.000000 Penalty: 3507.485596
	Iteration 22Q: 3 clusters Score -6103584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6103584.000000 Penalty: 3507.485596
	Iteration 23F: 3 clusters Score -6103584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Entering Unmasked Estep 
Score: -8224650.000000 Penalty: 1792.544678
	Iteration 0F: 2 clusters Score -8224650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -8183787.000000 Penalty: 3585.089355
	Iteration 0F: 3 clusters Score -8183787 nChanged 29266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -8200850.500000 Penalty: 3585.089355
	Iteration 1F: 3 clusters Score -8200850 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8201515.000000 Penalty: 3585.089355
	Iteration 2Q: 3 clusters Score -8201515 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -8202391.500000 Penalty: 3585.089355
	Iteration 3Q: 3 clusters Score -8202392 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8203638.500000 Penalty: 3585.089355
	Iteration 4Q: 3 clusters Score -8203638 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8205557.000000 Penalty: 3585.089355
	Iteration 5F: 3 clusters Score -8205557 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -8208338.500000 Penalty: 3585.089355
	Iteration 6F: 3 clusters Score -8208338 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -8211816.000000 Penalty: 3585.089355
	Iteration 7F: 3 clusters Score -8211816 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -8215429.000000 Penalty: 3585.089355
	Iteration 8F: 3 clusters Score -8215429 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8218169.500000 Penalty: 3585.089355
	Iteration 9Q: 3 clusters Score -8218170 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -8219925.000000 Penalty: 3585.089355
	Iteration 10Q: 3 clusters Score -8219925 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8221139.500000 Penalty: 3585.089355
	Iteration 11Q: 3 clusters Score -8221140 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8221860.500000 Penalty: 3585.089355
	Iteration 12Q: 3 clusters Score -8221860 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8222324.500000 Penalty: 3585.089355
	Iteration 13Q: 3 clusters Score -8222324 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8222585.500000 Penalty: 3585.089355
	Iteration 14Q: 3 clusters Score -8222586 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8222740.500000 Penalty: 3585.089355
	Iteration 15Q: 3 clusters Score -8222740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8222851.000000 Penalty: 3585.089355
	Iteration 16Q: 3 clusters Score -8222851 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8222936.500000 Penalty: 3585.089355
	Iteration 17Q: 3 clusters Score -8222936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8222976.000000 Penalty: 3585.089355
	Iteration 18Q: 3 clusters Score -8222976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8223007.500000 Penalty: 3585.089355
	Iteration 19Q: 3 clusters Score -8223008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8223047.500000 Penalty: 3585.089355
	Iteration 20F: 3 clusters Score -8223048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8223073.000000 Penalty: 3585.089355
	Iteration 21Q: 3 clusters Score -8223073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8223074.000000 Penalty: 3585.089355
	Iteration 22Q: 3 clusters Score -8223074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8223091.000000 Penalty: 3585.089355
	Iteration 23Q: 3 clusters Score -8223091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8223107.000000 Penalty: 3585.089355
	Iteration 24Q: 3 clusters Score -8223107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8223119.500000 Penalty: 3585.089355
	Iteration 25Q: 3 clusters Score -8223120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8223130.000000 Penalty: 3585.089355
	Iteration 26Q: 3 clusters Score -8223130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8223138.000000 Penalty: 3585.089355
	Iteration 27Q: 3 clusters Score -8223138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8223137.500000 Penalty: 3585.089355
	Iteration 28Q: 3 clusters Score -8223138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8223140.500000 Penalty: 3585.089355
	Iteration 29Q: 3 clusters Score -8223140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8223138.500000 Penalty: 3585.089355
	Iteration 30Q: 3 clusters Score -8223138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8223144.500000 Penalty: 3585.089355
	Iteration 31Q: 3 clusters Score -8223144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8223141.500000 Penalty: 3585.089355
	Iteration 32Q: 3 clusters Score -8223142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8223144.500000 Penalty: 3585.089355
	Iteration 33Q: 3 clusters Score -8223144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8223147.500000 Penalty: 3585.089355
	Iteration 34Q: 3 clusters Score -8223148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8223147.500000 Penalty: 3585.089355
	Iteration 35F: 3 clusters Score -8223148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Entering Unmasked Estep 
Score: -2083668.625000 Penalty: 1575.535400
	Iteration 0F: 2 clusters Score -2083669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2072462.250000 Penalty: 3151.070801
	Iteration 0F: 3 clusters Score -2072462 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2076482.500000 Penalty: 3151.070801
	Iteration 1F: 3 clusters Score -2076482 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2076872.125000 Penalty: 3151.070801
	Iteration 2F: 3 clusters Score -2076872 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2077328.000000 Penalty: 3151.070801
	Iteration 3F: 3 clusters Score -2077328 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2077878.875000 Penalty: 3151.070801
	Iteration 4F: 3 clusters Score -2077879 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2078542.375000 Penalty: 3151.070801
	Iteration 5F: 3 clusters Score -2078542 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2079222.000000 Penalty: 3151.070801
	Iteration 6F: 3 clusters Score -2079222 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2079869.500000 Penalty: 3151.070801
	Iteration 7F: 3 clusters Score -2079870 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2080466.250000 Penalty: 3151.070801
	Iteration 8F: 3 clusters Score -2080466 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2080979.750000 Penalty: 3151.070801
	Iteration 9Q: 3 clusters Score -2080980 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2081372.375000 Penalty: 3151.070801
	Iteration 10Q: 3 clusters Score -2081372 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2081634.500000 Penalty: 3151.070801
	Iteration 11Q: 3 clusters Score -2081634 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2081840.750000 Penalty: 3151.070801
	Iteration 12Q: 3 clusters Score -2081841 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2081985.000000 Penalty: 3151.070801
	Iteration 13Q: 3 clusters Score -2081985 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2082090.250000 Penalty: 3151.070801
	Iteration 14Q: 3 clusters Score -2082090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2082169.375000 Penalty: 3151.070801
	Iteration 15Q: 3 clusters Score -2082169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2082218.625000 Penalty: 3151.070801
	Iteration 16Q: 3 clusters Score -2082219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2082260.375000 Penalty: 3151.070801
	Iteration 17Q: 3 clusters Score -2082260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2082294.625000 Penalty: 3151.070801
	Iteration 18Q: 3 clusters Score -2082295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2082312.750000 Penalty: 3151.070801
	Iteration 19Q: 3 clusters Score -2082313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2082329.500000 Penalty: 3151.070801
	Iteration 20F: 3 clusters Score -2082330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2082338.250000 Penalty: 3151.070801
	Iteration 21Q: 3 clusters Score -2082338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2082345.000000 Penalty: 3151.070801
	Iteration 22Q: 3 clusters Score -2082345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2082348.000000 Penalty: 3151.070801
	Iteration 23Q: 3 clusters Score -2082348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2082350.750000 Penalty: 3151.070801
	Iteration 24Q: 3 clusters Score -2082351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2082356.125000 Penalty: 3151.070801
	Iteration 25Q: 3 clusters Score -2082356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2082357.000000 Penalty: 3151.070801
	Iteration 26Q: 3 clusters Score -2082357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2082361.625000 Penalty: 3151.070801
	Iteration 27Q: 3 clusters Score -2082362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2082363.250000 Penalty: 3151.070801
	Iteration 28Q: 3 clusters Score -2082363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2082365.500000 Penalty: 3151.070801
	Iteration 29Q: 3 clusters Score -2082366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2082365.375000 Penalty: 3151.070801
	Iteration 30Q: 3 clusters Score -2082365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2082368.375000 Penalty: 3151.070801
	Iteration 31Q: 3 clusters Score -2082368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2082367.125000 Penalty: 3151.070801
	Iteration 32Q: 3 clusters Score -2082367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2082367.125000 Penalty: 3151.070801
	Iteration 33F: 3 clusters Score -2082367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -614943.312500 Penalty: 1377.444214
	Iteration 0F: 2 clusters Score -614943.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -611050.875000 Penalty: 2754.888428
	Iteration 0F: 3 clusters Score -611050.9 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -612112.000000 Penalty: 2754.888428
	Iteration 1F: 3 clusters Score -612112 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -612293.687500 Penalty: 2754.888428
	Iteration 2F: 3 clusters Score -612293.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -612414.125000 Penalty: 2754.888428
	Iteration 3F: 3 clusters Score -612414.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -612505.562500 Penalty: 2754.888428
	Iteration 4Q: 3 clusters Score -612505.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -612574.312500 Penalty: 2754.888428
	Iteration 5Q: 3 clusters Score -612574.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -612646.812500 Penalty: 2754.888428
	Iteration 6Q: 3 clusters Score -612646.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -612732.062500 Penalty: 2754.888428
	Iteration 7Q: 3 clusters Score -612732.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -612848.750000 Penalty: 2754.888428
	Iteration 8Q: 3 clusters Score -612848.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -612986.437500 Penalty: 2754.888428
	Iteration 9Q: 3 clusters Score -612986.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -613135.937500 Penalty: 2754.888428
	Iteration 10Q: 3 clusters Score -613135.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -613277.312500 Penalty: 2754.888428
	Iteration 11Q: 3 clusters Score -613277.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -613391.625000 Penalty: 2754.888428
	Iteration 12Q: 3 clusters Score -613391.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -613478.125000 Penalty: 2754.888428
	Iteration 13Q: 3 clusters Score -613478.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -613549.750000 Penalty: 2754.888428
	Iteration 14Q: 3 clusters Score -613549.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -613605.500000 Penalty: 2754.888428
	Iteration 15Q: 3 clusters Score -613605.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -613640.625000 Penalty: 2754.888428
	Iteration 16Q: 3 clusters Score -613640.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -613669.250000 Penalty: 2754.888428
	Iteration 17Q: 3 clusters Score -613669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -613688.125000 Penalty: 2754.888428
	Iteration 18Q: 3 clusters Score -613688.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -613707.437500 Penalty: 2754.888428
	Iteration 19Q: 3 clusters Score -613707.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -613717.750000 Penalty: 2754.888428
	Iteration 20F: 3 clusters Score -613717.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -613727.437500 Penalty: 2754.888428
	Iteration 21Q: 3 clusters Score -613727.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -613732.312500 Penalty: 2754.888428
	Iteration 22Q: 3 clusters Score -613732.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -613737.250000 Penalty: 2754.888428
	Iteration 23Q: 3 clusters Score -613737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -613741.812500 Penalty: 2754.888428
	Iteration 24Q: 3 clusters Score -613741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -613744.750000 Penalty: 2754.888428
	Iteration 25Q: 3 clusters Score -613744.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -613750.750000 Penalty: 2754.888428
	Iteration 26Q: 3 clusters Score -613750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -613753.750000 Penalty: 2754.888428
	Iteration 27Q: 3 clusters Score -613753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -613757.562500 Penalty: 2754.888428
	Iteration 28Q: 3 clusters Score -613757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -613759.500000 Penalty: 2754.888428
	Iteration 29Q: 3 clusters Score -613759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -613762.625000 Penalty: 2754.888428
	Iteration 30Q: 3 clusters Score -613762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -613764.562500 Penalty: 2754.888428
	Iteration 31Q: 3 clusters Score -613764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -613769.500000 Penalty: 2754.888428
	Iteration 32Q: 3 clusters Score -613769.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -613775.000000 Penalty: 2754.888428
	Iteration 33Q: 3 clusters Score -613775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -613779.875000 Penalty: 2754.888428
	Iteration 34Q: 3 clusters Score -613779.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -613788.875000 Penalty: 2754.888428
	Iteration 35Q: 3 clusters Score -613788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -613791.750000 Penalty: 2754.888428
	Iteration 36Q: 3 clusters Score -613791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -613794.625000 Penalty: 2754.888428
	Iteration 37Q: 3 clusters Score -613794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -613797.125000 Penalty: 2754.888428
	Iteration 38Q: 3 clusters Score -613797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -613800.875000 Penalty: 2754.888428
	Iteration 39Q: 3 clusters Score -613800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -613802.250000 Penalty: 2754.888428
	Iteration 40F: 3 clusters Score -613802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -613803.250000 Penalty: 2754.888428
	Iteration 41Q: 3 clusters Score -613803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -613805.687500 Penalty: 2754.888428
	Iteration 42Q: 3 clusters Score -613805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -613807.187500 Penalty: 2754.888428
	Iteration 43Q: 3 clusters Score -613807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -613809.687500 Penalty: 2754.888428
	Iteration 44Q: 3 clusters Score -613809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -613811.312500 Penalty: 2754.888428
	Iteration 45Q: 3 clusters Score -613811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -613811.312500 Penalty: 2754.888428
	Iteration 46F: 3 clusters Score -613811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -811267.000000 Penalty: 1424.336304
	Iteration 0F: 2 clusters Score -811267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -806382.562500 Penalty: 2848.672607
	Iteration 0F: 3 clusters Score -806382.6 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -807820.437500 Penalty: 2848.672607
	Iteration 1F: 3 clusters Score -807820.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -808010.625000 Penalty: 2848.672607
	Iteration 2F: 3 clusters Score -808010.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -808170.750000 Penalty: 2848.672607
	Iteration 3Q: 3 clusters Score -808170.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -808331.687500 Penalty: 2848.672607
	Iteration 4Q: 3 clusters Score -808331.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -808477.687500 Penalty: 2848.672607
	Iteration 5Q: 3 clusters Score -808477.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -808616.437500 Penalty: 2848.672607
	Iteration 6Q: 3 clusters Score -808616.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -808767.687500 Penalty: 2848.672607
	Iteration 7Q: 3 clusters Score -808767.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -808907.250000 Penalty: 2848.672607
	Iteration 8Q: 3 clusters Score -808907.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -809048.375000 Penalty: 2848.672607
	Iteration 9Q: 3 clusters Score -809048.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -809160.437500 Penalty: 2848.672607
	Iteration 10Q: 3 clusters Score -809160.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -809249.062500 Penalty: 2848.672607
	Iteration 11Q: 3 clusters Score -809249.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -809308.500000 Penalty: 2848.672607
	Iteration 12Q: 3 clusters Score -809308.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -809353.562500 Penalty: 2848.672607
	Iteration 13Q: 3 clusters Score -809353.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -809392.750000 Penalty: 2848.672607
	Iteration 14Q: 3 clusters Score -809392.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -809422.312500 Penalty: 2848.672607
	Iteration 15Q: 3 clusters Score -809422.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -809445.125000 Penalty: 2848.672607
	Iteration 16Q: 3 clusters Score -809445.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -809466.062500 Penalty: 2848.672607
	Iteration 17Q: 3 clusters Score -809466.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -809486.062500 Penalty: 2848.672607
	Iteration 18Q: 3 clusters Score -809486.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -809501.375000 Penalty: 2848.672607
	Iteration 19Q: 3 clusters Score -809501.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -809514.187500 Penalty: 2848.672607
	Iteration 20F: 3 clusters Score -809514.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -809531.187500 Penalty: 2848.672607
	Iteration 21Q: 3 clusters Score -809531.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -809536.875000 Penalty: 2848.672607
	Iteration 22Q: 3 clusters Score -809536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -809547.250000 Penalty: 2848.672607
	Iteration 23Q: 3 clusters Score -809547.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -809549.937500 Penalty: 2848.672607
	Iteration 24Q: 3 clusters Score -809549.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -809556.562500 Penalty: 2848.672607
	Iteration 25Q: 3 clusters Score -809556.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -809563.625000 Penalty: 2848.672607
	Iteration 26Q: 3 clusters Score -809563.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -809569.812500 Penalty: 2848.672607
	Iteration 27Q: 3 clusters Score -809569.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -809574.937500 Penalty: 2848.672607
	Iteration 28Q: 3 clusters Score -809574.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -809576.437500 Penalty: 2848.672607
	Iteration 29Q: 3 clusters Score -809576.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -809582.437500 Penalty: 2848.672607
	Iteration 30Q: 3 clusters Score -809582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -809583.625000 Penalty: 2848.672607
	Iteration 31Q: 3 clusters Score -809583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -809585.437500 Penalty: 2848.672607
	Iteration 32Q: 3 clusters Score -809585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -809588.187500 Penalty: 2848.672607
	Iteration 33Q: 3 clusters Score -809588.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -809587.250000 Penalty: 2848.672607
	Iteration 34Q: 3 clusters Score -809587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -809591.875000 Penalty: 2848.672607
	Iteration 35Q: 3 clusters Score -809591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -809591.000000 Penalty: 2848.672607
	Iteration 36Q: 3 clusters Score -809591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -809594.187500 Penalty: 2848.672607
	Iteration 37Q: 3 clusters Score -809594.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -809594.375000 Penalty: 2848.672607
	Iteration 38Q: 3 clusters Score -809594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -809599.250000 Penalty: 2848.672607
	Iteration 39Q: 3 clusters Score -809599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -809601.000000 Penalty: 2848.672607
	Iteration 40F: 3 clusters Score -809601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -809602.812500 Penalty: 2848.672607
	Iteration 41Q: 3 clusters Score -809602.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -809606.875000 Penalty: 2848.672607
	Iteration 42Q: 3 clusters Score -809606.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -809613.437500 Penalty: 2848.672607
	Iteration 43Q: 3 clusters Score -809613.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -809616.312500 Penalty: 2848.672607
	Iteration 44Q: 3 clusters Score -809616.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -809625.875000 Penalty: 2848.672607
	Iteration 45Q: 3 clusters Score -809625.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -809634.625000 Penalty: 2848.672607
	Iteration 46Q: 3 clusters Score -809634.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -809639.250000 Penalty: 2848.672607
	Iteration 47Q: 3 clusters Score -809639.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -809650.000000 Penalty: 2848.672607
	Iteration 48Q: 3 clusters Score -809650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -809662.812500 Penalty: 2848.672607
	Iteration 49Q: 3 clusters Score -809662.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -809673.250000 Penalty: 2848.672607
	Iteration 50Q: 3 clusters Score -809673.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -809687.250000 Penalty: 2848.672607
	Iteration 51Q: 3 clusters Score -809687.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -809699.437500 Penalty: 2848.672607
	Iteration 52Q: 3 clusters Score -809699.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -809706.625000 Penalty: 2848.672607
	Iteration 53Q: 3 clusters Score -809706.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -809718.875000 Penalty: 2848.672607
	Iteration 54Q: 3 clusters Score -809718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -809730.937500 Penalty: 2848.672607
	Iteration 55Q: 3 clusters Score -809730.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -809743.312500 Penalty: 2848.672607
	Iteration 56Q: 3 clusters Score -809743.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -809759.937500 Penalty: 2848.672607
	Iteration 57Q: 3 clusters Score -809759.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -809771.562500 Penalty: 2848.672607
	Iteration 58Q: 3 clusters Score -809771.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -809787.000000 Penalty: 2848.672607
	Iteration 59Q: 3 clusters Score -809787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -809796.687500 Penalty: 2848.672607
	Iteration 60F: 3 clusters Score -809796.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -809813.937500 Penalty: 2848.672607
	Iteration 61Q: 3 clusters Score -809813.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -809834.125000 Penalty: 2848.672607
	Iteration 62Q: 3 clusters Score -809834.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -809848.437500 Penalty: 2848.672607
	Iteration 63Q: 3 clusters Score -809848.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -809860.875000 Penalty: 2848.672607
	Iteration 64Q: 3 clusters Score -809860.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -809878.812500 Penalty: 2848.672607
	Iteration 65Q: 3 clusters Score -809878.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -809889.312500 Penalty: 2848.672607
	Iteration 66Q: 3 clusters Score -809889.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -809902.312500 Penalty: 2848.672607
	Iteration 67Q: 3 clusters Score -809902.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -809920.062500 Penalty: 2848.672607
	Iteration 68Q: 3 clusters Score -809920.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -809937.062500 Penalty: 2848.672607
	Iteration 69Q: 3 clusters Score -809937.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -809955.875000 Penalty: 2848.672607
	Iteration 70Q: 3 clusters Score -809955.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -809976.250000 Penalty: 2848.672607
	Iteration 71Q: 3 clusters Score -809976.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -809993.937500 Penalty: 2848.672607
	Iteration 72Q: 3 clusters Score -809993.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -810008.937500 Penalty: 2848.672607
	Iteration 73Q: 3 clusters Score -810008.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -810019.187500 Penalty: 2848.672607
	Iteration 74Q: 3 clusters Score -810019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -810022.687500 Penalty: 2848.672607
	Iteration 75Q: 3 clusters Score -810022.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -810029.687500 Penalty: 2848.672607
	Iteration 76Q: 3 clusters Score -810029.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -810037.062500 Penalty: 2848.672607
	Iteration 77Q: 3 clusters Score -810037.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -810039.875000 Penalty: 2848.672607
	Iteration 78Q: 3 clusters Score -810039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -810044.437500 Penalty: 2848.672607
	Iteration 79Q: 3 clusters Score -810044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -810048.625000 Penalty: 2848.672607
	Iteration 80F: 3 clusters Score -810048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -810055.875000 Penalty: 2848.672607
	Iteration 81Q: 3 clusters Score -810055.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -810061.437500 Penalty: 2848.672607
	Iteration 82Q: 3 clusters Score -810061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -810070.312500 Penalty: 2848.672607
	Iteration 83Q: 3 clusters Score -810070.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -810075.875000 Penalty: 2848.672607
	Iteration 84Q: 3 clusters Score -810075.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -810080.875000 Penalty: 2848.672607
	Iteration 85Q: 3 clusters Score -810080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -810086.625000 Penalty: 2848.672607
	Iteration 86Q: 3 clusters Score -810086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -810088.312500 Penalty: 2848.672607
	Iteration 87Q: 3 clusters Score -810088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -810090.625000 Penalty: 2848.672607
	Iteration 88Q: 3 clusters Score -810090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -810090.937500 Penalty: 2848.672607
	Iteration 89Q: 3 clusters Score -810090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -810092.000000 Penalty: 2848.672607
	Iteration 90Q: 3 clusters Score -810092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -810094.375000 Penalty: 2848.672607
	Iteration 91Q: 3 clusters Score -810094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -810095.062500 Penalty: 2848.672607
	Iteration 92Q: 3 clusters Score -810095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -810095.437500 Penalty: 2848.672607
	Iteration 93Q: 3 clusters Score -810095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -810095.000000 Penalty: 2848.672607
	Iteration 94Q: 3 clusters Score -810095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -810095.500000 Penalty: 2848.672607
	Iteration 95Q: 3 clusters Score -810095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -810096.750000 Penalty: 2848.672607
	Iteration 96Q: 3 clusters Score -810096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -810097.250000 Penalty: 2848.672607
	Iteration 97Q: 3 clusters Score -810097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -810099.000000 Penalty: 2848.672607
	Iteration 98Q: 3 clusters Score -810099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -810099.000000 Penalty: 2848.672607
	Iteration 99F: 3 clusters Score -810099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Entering Unmasked Estep 
Score: -1622232.250000 Penalty: 1547.659058
	Iteration 0F: 2 clusters Score -1622232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1612679.750000 Penalty: 3095.318115
	Iteration 0F: 3 clusters Score -1612680 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1615912.250000 Penalty: 3095.318115
	Iteration 1F: 3 clusters Score -1615912 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1616286.750000 Penalty: 3095.318115
	Iteration 2F: 3 clusters Score -1616287 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1616664.375000 Penalty: 3095.318115
	Iteration 3F: 3 clusters Score -1616664 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1617071.000000 Penalty: 3095.318115
	Iteration 4F: 3 clusters Score -1617071 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1617477.375000 Penalty: 3095.318115
	Iteration 5F: 3 clusters Score -1617477 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1617897.625000 Penalty: 3095.318115
	Iteration 6F: 3 clusters Score -1617898 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1618350.500000 Penalty: 3095.318115
	Iteration 7F: 3 clusters Score -1618350 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1618785.000000 Penalty: 3095.318115
	Iteration 8F: 3 clusters Score -1618785 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1619197.625000 Penalty: 3095.318115
	Iteration 9Q: 3 clusters Score -1619198 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1619514.875000 Penalty: 3095.318115
	Iteration 10Q: 3 clusters Score -1619515 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1619748.625000 Penalty: 3095.318115
	Iteration 11Q: 3 clusters Score -1619749 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1619910.500000 Penalty: 3095.318115
	Iteration 12Q: 3 clusters Score -1619910 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1620027.125000 Penalty: 3095.318115
	Iteration 13Q: 3 clusters Score -1620027 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1620102.000000 Penalty: 3095.318115
	Iteration 14Q: 3 clusters Score -1620102 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1620171.625000 Penalty: 3095.318115
	Iteration 15Q: 3 clusters Score -1620172 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1620208.625000 Penalty: 3095.318115
	Iteration 16Q: 3 clusters Score -1620209 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1620265.125000 Penalty: 3095.318115
	Iteration 17Q: 3 clusters Score -1620265 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1620326.750000 Penalty: 3095.318115
	Iteration 18Q: 3 clusters Score -1620327 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1620415.625000 Penalty: 3095.318115
	Iteration 19Q: 3 clusters Score -1620416 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1620499.250000 Penalty: 3095.318115
	Iteration 20F: 3 clusters Score -1620499 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1620602.125000 Penalty: 3095.318115
	Iteration 21Q: 3 clusters Score -1620602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1620727.375000 Penalty: 3095.318115
	Iteration 22Q: 3 clusters Score -1620727 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1620876.125000 Penalty: 3095.318115
	Iteration 23Q: 3 clusters Score -1620876 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1621020.875000 Penalty: 3095.318115
	Iteration 24Q: 3 clusters Score -1621021 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1621164.500000 Penalty: 3095.318115
	Iteration 25Q: 3 clusters Score -1621164 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1621321.500000 Penalty: 3095.318115
	Iteration 26Q: 3 clusters Score -1621322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1621433.750000 Penalty: 3095.318115
	Iteration 27Q: 3 clusters Score -1621434 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1621526.375000 Penalty: 3095.318115
	Iteration 28Q: 3 clusters Score -1621526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1621585.875000 Penalty: 3095.318115
	Iteration 29Q: 3 clusters Score -1621586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1621649.875000 Penalty: 3095.318115
	Iteration 30Q: 3 clusters Score -1621650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1621700.125000 Penalty: 3095.318115
	Iteration 31Q: 3 clusters Score -1621700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1621730.125000 Penalty: 3095.318115
	Iteration 32Q: 3 clusters Score -1621730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1621748.500000 Penalty: 3095.318115
	Iteration 33Q: 3 clusters Score -1621748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1621758.000000 Penalty: 3095.318115
	Iteration 34Q: 3 clusters Score -1621758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1621765.875000 Penalty: 3095.318115
	Iteration 35Q: 3 clusters Score -1621766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1621774.625000 Penalty: 3095.318115
	Iteration 36Q: 3 clusters Score -1621775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1621780.375000 Penalty: 3095.318115
	Iteration 37Q: 3 clusters Score -1621780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1621781.125000 Penalty: 3095.318115
	Iteration 38Q: 3 clusters Score -1621781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1621782.000000 Penalty: 3095.318115
	Iteration 39Q: 3 clusters Score -1621782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1621786.125000 Penalty: 3095.318115
	Iteration 40F: 3 clusters Score -1621786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1621787.250000 Penalty: 3095.318115
	Iteration 41Q: 3 clusters Score -1621787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1621790.875000 Penalty: 3095.318115
	Iteration 42Q: 3 clusters Score -1621791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1621791.250000 Penalty: 3095.318115
	Iteration 43Q: 3 clusters Score -1621791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1621791.250000 Penalty: 3095.318115
	Iteration 44F: 3 clusters Score -1621791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Entering Unmasked Estep 
Score: -7394603.500000 Penalty: 1776.745850
	Iteration 0F: 2 clusters Score -7394604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -7357275.500000 Penalty: 3553.491699
	Iteration 0F: 3 clusters Score -7357276 nChanged 26280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7372083.000000 Penalty: 3553.491699
	Iteration 1F: 3 clusters Score -7372083 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -7372675.500000 Penalty: 3553.491699
	Iteration 2Q: 3 clusters Score -7372676 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -7373338.000000 Penalty: 3553.491699
	Iteration 3Q: 3 clusters Score -7373338 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -7374470.000000 Penalty: 3553.491699
	Iteration 4Q: 3 clusters Score -7374470 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7376127.500000 Penalty: 3553.491699
	Iteration 5F: 3 clusters Score -7376128 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7378615.000000 Penalty: 3553.491699
	Iteration 6F: 3 clusters Score -7378615 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -7382008.500000 Penalty: 3553.491699
	Iteration 7F: 3 clusters Score -7382008 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -7385826.500000 Penalty: 3553.491699
	Iteration 8F: 3 clusters Score -7385826 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -7389268.500000 Penalty: 3553.491699
	Iteration 9F: 3 clusters Score -7389268 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -7391337.500000 Penalty: 3553.491699
	Iteration 10Q: 3 clusters Score -7391338 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -7392308.000000 Penalty: 3553.491699
	Iteration 11Q: 3 clusters Score -7392308 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7392698.000000 Penalty: 3553.491699
	Iteration 12Q: 3 clusters Score -7392698 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7392860.000000 Penalty: 3553.491699
	Iteration 13Q: 3 clusters Score -7392860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -7392945.000000 Penalty: 3553.491699
	Iteration 14Q: 3 clusters Score -7392945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -7393005.000000 Penalty: 3553.491699
	Iteration 15Q: 3 clusters Score -7393005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7393034.000000 Penalty: 3553.491699
	Iteration 16Q: 3 clusters Score -7393034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7393053.500000 Penalty: 3553.491699
	Iteration 17Q: 3 clusters Score -7393054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -7393067.000000 Penalty: 3553.491699
	Iteration 18Q: 3 clusters Score -7393067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -7393079.500000 Penalty: 3553.491699
	Iteration 19Q: 3 clusters Score -7393080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7393086.500000 Penalty: 3553.491699
	Iteration 20F: 3 clusters Score -7393086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -7393093.500000 Penalty: 3553.491699
	Iteration 21Q: 3 clusters Score -7393094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -7393099.000000 Penalty: 3553.491699
	Iteration 22Q: 3 clusters Score -7393099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -7393102.500000 Penalty: 3553.491699
	Iteration 23Q: 3 clusters Score -7393102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -7393102.000000 Penalty: 3553.491699
	Iteration 24Q: 3 clusters Score -7393102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -7393102.000000 Penalty: 3553.491699
	Iteration 25F: 3 clusters Score -7393102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Entering Unmasked Estep 
Score: -1655773.750000 Penalty: 1541.721558
	Iteration 0F: 2 clusters Score -1655774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1646575.000000 Penalty: 3083.443115
	Iteration 0F: 3 clusters Score -1646575 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1649744.875000 Penalty: 3083.443115
	Iteration 1F: 3 clusters Score -1649745 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1650028.625000 Penalty: 3083.443115
	Iteration 2F: 3 clusters Score -1650029 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1650250.250000 Penalty: 3083.443115
	Iteration 3Q: 3 clusters Score -1650250 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1650419.750000 Penalty: 3083.443115
	Iteration 4Q: 3 clusters Score -1650420 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1650554.875000 Penalty: 3083.443115
	Iteration 5Q: 3 clusters Score -1650555 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1650656.875000 Penalty: 3083.443115
	Iteration 6Q: 3 clusters Score -1650657 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1650770.500000 Penalty: 3083.443115
	Iteration 7Q: 3 clusters Score -1650770 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1650855.625000 Penalty: 3083.443115
	Iteration 8Q: 3 clusters Score -1650856 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1650950.375000 Penalty: 3083.443115
	Iteration 9Q: 3 clusters Score -1650950 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1651020.875000 Penalty: 3083.443115
	Iteration 10Q: 3 clusters Score -1651021 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1651108.750000 Penalty: 3083.443115
	Iteration 11Q: 3 clusters Score -1651109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1651188.250000 Penalty: 3083.443115
	Iteration 12Q: 3 clusters Score -1651188 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1651309.750000 Penalty: 3083.443115
	Iteration 13Q: 3 clusters Score -1651310 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1651470.625000 Penalty: 3083.443115
	Iteration 14Q: 3 clusters Score -1651471 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1651647.000000 Penalty: 3083.443115
	Iteration 15Q: 3 clusters Score -1651647 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1651822.875000 Penalty: 3083.443115
	Iteration 16Q: 3 clusters Score -1651823 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1651987.000000 Penalty: 3083.443115
	Iteration 17Q: 3 clusters Score -1651987 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1652132.125000 Penalty: 3083.443115
	Iteration 18Q: 3 clusters Score -1652132 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1652250.500000 Penalty: 3083.443115
	Iteration 19Q: 3 clusters Score -1652250 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1652345.125000 Penalty: 3083.443115
	Iteration 20F: 3 clusters Score -1652345 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1652391.375000 Penalty: 3083.443115
	Iteration 21Q: 3 clusters Score -1652391 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1652432.875000 Penalty: 3083.443115
	Iteration 22Q: 3 clusters Score -1652433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1652461.125000 Penalty: 3083.443115
	Iteration 23Q: 3 clusters Score -1652461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1652482.625000 Penalty: 3083.443115
	Iteration 24Q: 3 clusters Score -1652483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1652495.500000 Penalty: 3083.443115
	Iteration 25Q: 3 clusters Score -1652496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1652506.625000 Penalty: 3083.443115
	Iteration 26Q: 3 clusters Score -1652507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1652525.250000 Penalty: 3083.443115
	Iteration 27Q: 3 clusters Score -1652525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1652539.625000 Penalty: 3083.443115
	Iteration 28Q: 3 clusters Score -1652540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1652551.250000 Penalty: 3083.443115
	Iteration 29Q: 3 clusters Score -1652551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1652572.500000 Penalty: 3083.443115
	Iteration 30Q: 3 clusters Score -1652572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1652592.125000 Penalty: 3083.443115
	Iteration 31Q: 3 clusters Score -1652592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1652610.875000 Penalty: 3083.443115
	Iteration 32Q: 3 clusters Score -1652611 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1652632.000000 Penalty: 3083.443115
	Iteration 33Q: 3 clusters Score -1652632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1652662.750000 Penalty: 3083.443115
	Iteration 34Q: 3 clusters Score -1652663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1652692.625000 Penalty: 3083.443115
	Iteration 35Q: 3 clusters Score -1652693 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1652729.125000 Penalty: 3083.443115
	Iteration 36Q: 3 clusters Score -1652729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1652773.500000 Penalty: 3083.443115
	Iteration 37Q: 3 clusters Score -1652774 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1652835.000000 Penalty: 3083.443115
	Iteration 38Q: 3 clusters Score -1652835 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1652893.500000 Penalty: 3083.443115
	Iteration 39Q: 3 clusters Score -1652894 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1652955.000000 Penalty: 3083.443115
	Iteration 40F: 3 clusters Score -1652955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1653012.125000 Penalty: 3083.443115
	Iteration 41Q: 3 clusters Score -1653012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1653080.625000 Penalty: 3083.443115
	Iteration 42Q: 3 clusters Score -1653081 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1653156.500000 Penalty: 3083.443115
	Iteration 43Q: 3 clusters Score -1653156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1653242.625000 Penalty: 3083.443115
	Iteration 44Q: 3 clusters Score -1653243 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1653334.250000 Penalty: 3083.443115
	Iteration 45Q: 3 clusters Score -1653334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1653407.250000 Penalty: 3083.443115
	Iteration 46Q: 3 clusters Score -1653407 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1653499.875000 Penalty: 3083.443115
	Iteration 47Q: 3 clusters Score -1653500 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1653581.750000 Penalty: 3083.443115
	Iteration 48Q: 3 clusters Score -1653582 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1653661.000000 Penalty: 3083.443115
	Iteration 49Q: 3 clusters Score -1653661 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1653754.875000 Penalty: 3083.443115
	Iteration 50Q: 3 clusters Score -1653755 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1653851.125000 Penalty: 3083.443115
	Iteration 51Q: 3 clusters Score -1653851 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1653940.750000 Penalty: 3083.443115
	Iteration 52Q: 3 clusters Score -1653941 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1654031.000000 Penalty: 3083.443115
	Iteration 53Q: 3 clusters Score -1654031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1654114.625000 Penalty: 3083.443115
	Iteration 54Q: 3 clusters Score -1654115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1654166.125000 Penalty: 3083.443115
	Iteration 55Q: 3 clusters Score -1654166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1654221.875000 Penalty: 3083.443115
	Iteration 56Q: 3 clusters Score -1654222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1654263.000000 Penalty: 3083.443115
	Iteration 57Q: 3 clusters Score -1654263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1654304.375000 Penalty: 3083.443115
	Iteration 58Q: 3 clusters Score -1654304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1654338.000000 Penalty: 3083.443115
	Iteration 59Q: 3 clusters Score -1654338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1654361.125000 Penalty: 3083.443115
	Iteration 60F: 3 clusters Score -1654361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1654382.125000 Penalty: 3083.443115
	Iteration 61Q: 3 clusters Score -1654382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1654398.125000 Penalty: 3083.443115
	Iteration 62Q: 3 clusters Score -1654398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1654409.250000 Penalty: 3083.443115
	Iteration 63Q: 3 clusters Score -1654409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1654414.000000 Penalty: 3083.443115
	Iteration 64Q: 3 clusters Score -1654414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1654420.125000 Penalty: 3083.443115
	Iteration 65Q: 3 clusters Score -1654420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1654426.875000 Penalty: 3083.443115
	Iteration 66Q: 3 clusters Score -1654427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1654429.500000 Penalty: 3083.443115
	Iteration 67Q: 3 clusters Score -1654430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1654433.875000 Penalty: 3083.443115
	Iteration 68Q: 3 clusters Score -1654434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1654436.625000 Penalty: 3083.443115
	Iteration 69Q: 3 clusters Score -1654437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1654436.625000 Penalty: 3083.443115
	Iteration 70F: 3 clusters Score -1654437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Entering Unmasked Estep 
Score: -7084602.000000 Penalty: 1768.093018
	Iteration 0F: 2 clusters Score -7084602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -7049233.000000 Penalty: 3536.186035
	Iteration 0F: 3 clusters Score -7049233 nChanged 25035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -7063209.000000 Penalty: 3536.186035
	Iteration 1F: 3 clusters Score -7063209 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -7063668.500000 Penalty: 3536.186035
	Iteration 2Q: 3 clusters Score -7063668 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -7064208.000000 Penalty: 3536.186035
	Iteration 3Q: 3 clusters Score -7064208 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -7065090.000000 Penalty: 3536.186035
	Iteration 4Q: 3 clusters Score -7065090 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -7066391.500000 Penalty: 3536.186035
	Iteration 5F: 3 clusters Score -7066392 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -7068631.500000 Penalty: 3536.186035
	Iteration 6F: 3 clusters Score -7068632 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -7072129.000000 Penalty: 3536.186035
	Iteration 7F: 3 clusters Score -7072129 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -7076443.000000 Penalty: 3536.186035
	Iteration 8F: 3 clusters Score -7076443 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7079992.000000 Penalty: 3536.186035
	Iteration 9F: 3 clusters Score -7079992 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7081954.500000 Penalty: 3536.186035
	Iteration 10Q: 3 clusters Score -7081954 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7082559.500000 Penalty: 3536.186035
	Iteration 11Q: 3 clusters Score -7082560 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7082849.500000 Penalty: 3536.186035
	Iteration 12Q: 3 clusters Score -7082850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7082925.500000 Penalty: 3536.186035
	Iteration 13Q: 3 clusters Score -7082926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7082976.500000 Penalty: 3536.186035
	Iteration 14Q: 3 clusters Score -7082976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7082991.500000 Penalty: 3536.186035
	Iteration 15Q: 3 clusters Score -7082992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7083007.500000 Penalty: 3536.186035
	Iteration 16Q: 3 clusters Score -7083008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7083019.500000 Penalty: 3536.186035
	Iteration 17Q: 3 clusters Score -7083020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7083042.000000 Penalty: 3536.186035
	Iteration 18Q: 3 clusters Score -7083042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7083064.500000 Penalty: 3536.186035
	Iteration 19Q: 3 clusters Score -7083064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7083069.000000 Penalty: 3536.186035
	Iteration 20F: 3 clusters Score -7083069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7083075.000000 Penalty: 3536.186035
	Iteration 21Q: 3 clusters Score -7083075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7083084.000000 Penalty: 3536.186035
	Iteration 22Q: 3 clusters Score -7083084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7083080.500000 Penalty: 3536.186035
	Iteration 23Q: 3 clusters Score -7083080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7083078.500000 Penalty: 3536.186035
	Iteration 24Q: 3 clusters Score -7083078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7083078.500000 Penalty: 3536.186035
	Iteration 25F: 3 clusters Score -7083078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Entering Unmasked Estep 
Score: -6813029.000000 Penalty: 1764.437256
	Iteration 0F: 2 clusters Score -6813029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6778157.000000 Penalty: 3528.874512
	Iteration 0F: 3 clusters Score -6778157 nChanged 24422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6792435.500000 Penalty: 3528.874512
	Iteration 1F: 3 clusters Score -6792436 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6793310.500000 Penalty: 3528.874512
	Iteration 2Q: 3 clusters Score -6793310 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -6794577.000000 Penalty: 3528.874512
	Iteration 3F: 3 clusters Score -6794577 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6796526.000000 Penalty: 3528.874512
	Iteration 4F: 3 clusters Score -6796526 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -6799343.000000 Penalty: 3528.874512
	Iteration 5F: 3 clusters Score -6799343 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -6802862.500000 Penalty: 3528.874512
	Iteration 6F: 3 clusters Score -6802862 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -6806432.000000 Penalty: 3528.874512
	Iteration 7F: 3 clusters Score -6806432 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6809145.500000 Penalty: 3528.874512
	Iteration 8F: 3 clusters Score -6809146 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6810573.500000 Penalty: 3528.874512
	Iteration 9Q: 3 clusters Score -6810574 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6811123.500000 Penalty: 3528.874512
	Iteration 10Q: 3 clusters Score -6811124 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6811350.000000 Penalty: 3528.874512
	Iteration 11Q: 3 clusters Score -6811350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6811480.000000 Penalty: 3528.874512
	Iteration 12Q: 3 clusters Score -6811480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6811524.000000 Penalty: 3528.874512
	Iteration 13Q: 3 clusters Score -6811524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6811567.000000 Penalty: 3528.874512
	Iteration 14Q: 3 clusters Score -6811567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6811601.500000 Penalty: 3528.874512
	Iteration 15Q: 3 clusters Score -6811602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6811613.000000 Penalty: 3528.874512
	Iteration 16Q: 3 clusters Score -6811613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6811620.500000 Penalty: 3528.874512
	Iteration 17Q: 3 clusters Score -6811620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6811628.500000 Penalty: 3528.874512
	Iteration 18Q: 3 clusters Score -6811628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6811635.500000 Penalty: 3528.874512
	Iteration 19Q: 3 clusters Score -6811636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6811639.500000 Penalty: 3528.874512
	Iteration 20F: 3 clusters Score -6811640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6811638.000000 Penalty: 3528.874512
	Iteration 21Q: 3 clusters Score -6811638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6811638.000000 Penalty: 3528.874512
	Iteration 22F: 3 clusters Score -6811638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Entering Unmasked Estep 
Score: -7523015.500000 Penalty: 1780.234253
	Iteration 0F: 2 clusters Score -7523016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -7485307.000000 Penalty: 3560.468506
	Iteration 0F: 3 clusters Score -7485307 nChanged 27073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7500562.000000 Penalty: 3560.468506
	Iteration 1F: 3 clusters Score -7500562 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -7501135.500000 Penalty: 3560.468506
	Iteration 2Q: 3 clusters Score -7501136 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -7501794.000000 Penalty: 3560.468506
	Iteration 3Q: 3 clusters Score -7501794 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -7502829.500000 Penalty: 3560.468506
	Iteration 4Q: 3 clusters Score -7502830 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -7504223.000000 Penalty: 3560.468506
	Iteration 5Q: 3 clusters Score -7504223 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -7506499.000000 Penalty: 3560.468506
	Iteration 6F: 3 clusters Score -7506499 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -7509529.000000 Penalty: 3560.468506
	Iteration 7F: 3 clusters Score -7509529 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -7512762.500000 Penalty: 3560.468506
	Iteration 8F: 3 clusters Score -7512762 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -7515685.000000 Penalty: 3560.468506
	Iteration 9F: 3 clusters Score -7515685 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -7517810.000000 Penalty: 3560.468506
	Iteration 10Q: 3 clusters Score -7517810 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7519219.500000 Penalty: 3560.468506
	Iteration 11Q: 3 clusters Score -7519220 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7520046.500000 Penalty: 3560.468506
	Iteration 12Q: 3 clusters Score -7520046 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7520576.000000 Penalty: 3560.468506
	Iteration 13Q: 3 clusters Score -7520576 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7520892.000000 Penalty: 3560.468506
	Iteration 14Q: 3 clusters Score -7520892 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7521070.000000 Penalty: 3560.468506
	Iteration 15Q: 3 clusters Score -7521070 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7521194.000000 Penalty: 3560.468506
	Iteration 16Q: 3 clusters Score -7521194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7521281.000000 Penalty: 3560.468506
	Iteration 17Q: 3 clusters Score -7521281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7521376.500000 Penalty: 3560.468506
	Iteration 18Q: 3 clusters Score -7521376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7521406.500000 Penalty: 3560.468506
	Iteration 19Q: 3 clusters Score -7521406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7521430.000000 Penalty: 3560.468506
	Iteration 20F: 3 clusters Score -7521430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7521445.500000 Penalty: 3560.468506
	Iteration 21Q: 3 clusters Score -7521446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7521465.000000 Penalty: 3560.468506
	Iteration 22Q: 3 clusters Score -7521465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7521472.500000 Penalty: 3560.468506
	Iteration 23Q: 3 clusters Score -7521472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7521477.000000 Penalty: 3560.468506
	Iteration 24Q: 3 clusters Score -7521477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7521476.500000 Penalty: 3560.468506
	Iteration 25Q: 3 clusters Score -7521476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7521474.000000 Penalty: 3560.468506
	Iteration 26Q: 3 clusters Score -7521474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7521477.000000 Penalty: 3560.468506
	Iteration 27Q: 3 clusters Score -7521477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7521480.000000 Penalty: 3560.468506
	Iteration 28Q: 3 clusters Score -7521480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7521481.000000 Penalty: 3560.468506
	Iteration 29Q: 3 clusters Score -7521481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7521475.500000 Penalty: 3560.468506
	Iteration 30Q: 3 clusters Score -7521476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7521477.500000 Penalty: 3560.468506
	Iteration 31Q: 3 clusters Score -7521478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7521479.000000 Penalty: 3560.468506
	Iteration 32Q: 3 clusters Score -7521479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7521479.000000 Penalty: 3560.468506
	Iteration 33F: 3 clusters Score -7521479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Entering Unmasked Estep 
Score: -1495781.875000 Penalty: 1522.858643
	Iteration 0F: 2 clusters Score -1495782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1487486.500000 Penalty: 3045.717285
	Iteration 0F: 3 clusters Score -1487486 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1490558.125000 Penalty: 3045.717285
	Iteration 1F: 3 clusters Score -1490558 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1491013.000000 Penalty: 3045.717285
	Iteration 2F: 3 clusters Score -1491013 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1491555.500000 Penalty: 3045.717285
	Iteration 3F: 3 clusters Score -1491556 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1492190.250000 Penalty: 3045.717285
	Iteration 4F: 3 clusters Score -1492190 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1492756.125000 Penalty: 3045.717285
	Iteration 5F: 3 clusters Score -1492756 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1493210.000000 Penalty: 3045.717285
	Iteration 6F: 3 clusters Score -1493210 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1493613.875000 Penalty: 3045.717285
	Iteration 7Q: 3 clusters Score -1493614 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1493917.250000 Penalty: 3045.717285
	Iteration 8Q: 3 clusters Score -1493917 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1494161.625000 Penalty: 3045.717285
	Iteration 9Q: 3 clusters Score -1494162 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1494354.875000 Penalty: 3045.717285
	Iteration 10Q: 3 clusters Score -1494355 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1494485.250000 Penalty: 3045.717285
	Iteration 11Q: 3 clusters Score -1494485 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1494574.500000 Penalty: 3045.717285
	Iteration 12Q: 3 clusters Score -1494574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1494642.500000 Penalty: 3045.717285
	Iteration 13Q: 3 clusters Score -1494642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1494683.625000 Penalty: 3045.717285
	Iteration 14Q: 3 clusters Score -1494684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1494715.250000 Penalty: 3045.717285
	Iteration 15Q: 3 clusters Score -1494715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1494753.000000 Penalty: 3045.717285
	Iteration 16Q: 3 clusters Score -1494753 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1494788.250000 Penalty: 3045.717285
	Iteration 17Q: 3 clusters Score -1494788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1494809.750000 Penalty: 3045.717285
	Iteration 18Q: 3 clusters Score -1494810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1494832.875000 Penalty: 3045.717285
	Iteration 19Q: 3 clusters Score -1494833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1494856.625000 Penalty: 3045.717285
	Iteration 20F: 3 clusters Score -1494857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1494870.750000 Penalty: 3045.717285
	Iteration 21Q: 3 clusters Score -1494871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1494882.625000 Penalty: 3045.717285
	Iteration 22Q: 3 clusters Score -1494883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1494890.250000 Penalty: 3045.717285
	Iteration 23Q: 3 clusters Score -1494890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1494899.375000 Penalty: 3045.717285
	Iteration 24Q: 3 clusters Score -1494899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1494904.125000 Penalty: 3045.717285
	Iteration 25Q: 3 clusters Score -1494904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1494909.625000 Penalty: 3045.717285
	Iteration 26Q: 3 clusters Score -1494910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1494917.375000 Penalty: 3045.717285
	Iteration 27Q: 3 clusters Score -1494917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1494924.500000 Penalty: 3045.717285
	Iteration 28Q: 3 clusters Score -1494924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1494930.625000 Penalty: 3045.717285
	Iteration 29Q: 3 clusters Score -1494931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1494940.125000 Penalty: 3045.717285
	Iteration 30Q: 3 clusters Score -1494940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1494950.375000 Penalty: 3045.717285
	Iteration 31Q: 3 clusters Score -1494950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1494963.375000 Penalty: 3045.717285
	Iteration 32Q: 3 clusters Score -1494963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1494970.250000 Penalty: 3045.717285
	Iteration 33Q: 3 clusters Score -1494970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1494976.625000 Penalty: 3045.717285
	Iteration 34Q: 3 clusters Score -1494977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1494983.250000 Penalty: 3045.717285
	Iteration 35Q: 3 clusters Score -1494983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1494981.750000 Penalty: 3045.717285
	Iteration 36Q: 3 clusters Score -1494982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1494986.250000 Penalty: 3045.717285
	Iteration 37Q: 3 clusters Score -1494986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1494990.250000 Penalty: 3045.717285
	Iteration 38Q: 3 clusters Score -1494990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1494990.375000 Penalty: 3045.717285
	Iteration 39Q: 3 clusters Score -1494990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1494996.750000 Penalty: 3045.717285
	Iteration 40F: 3 clusters Score -1494997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1494998.125000 Penalty: 3045.717285
	Iteration 41Q: 3 clusters Score -1494998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1495003.125000 Penalty: 3045.717285
	Iteration 42Q: 3 clusters Score -1495003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1495005.375000 Penalty: 3045.717285
	Iteration 43Q: 3 clusters Score -1495005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1495015.250000 Penalty: 3045.717285
	Iteration 44Q: 3 clusters Score -1495015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1495019.625000 Penalty: 3045.717285
	Iteration 45Q: 3 clusters Score -1495020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1495024.875000 Penalty: 3045.717285
	Iteration 46Q: 3 clusters Score -1495025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1495026.750000 Penalty: 3045.717285
	Iteration 47Q: 3 clusters Score -1495027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1495028.625000 Penalty: 3045.717285
	Iteration 48Q: 3 clusters Score -1495029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1495033.000000 Penalty: 3045.717285
	Iteration 49Q: 3 clusters Score -1495033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1495037.000000 Penalty: 3045.717285
	Iteration 50Q: 3 clusters Score -1495037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1495038.500000 Penalty: 3045.717285
	Iteration 51Q: 3 clusters Score -1495038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1495037.750000 Penalty: 3045.717285
	Iteration 52Q: 3 clusters Score -1495038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1495044.375000 Penalty: 3045.717285
	Iteration 53Q: 3 clusters Score -1495044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1495048.250000 Penalty: 3045.717285
	Iteration 54Q: 3 clusters Score -1495048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1495050.625000 Penalty: 3045.717285
	Iteration 55Q: 3 clusters Score -1495051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1495052.625000 Penalty: 3045.717285
	Iteration 56Q: 3 clusters Score -1495053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1495053.125000 Penalty: 3045.717285
	Iteration 57Q: 3 clusters Score -1495053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1495057.750000 Penalty: 3045.717285
	Iteration 58Q: 3 clusters Score -1495058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1495058.500000 Penalty: 3045.717285
	Iteration 59Q: 3 clusters Score -1495058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1495063.500000 Penalty: 3045.717285
	Iteration 60F: 3 clusters Score -1495064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1495067.625000 Penalty: 3045.717285
	Iteration 61Q: 3 clusters Score -1495068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1495071.750000 Penalty: 3045.717285
	Iteration 62Q: 3 clusters Score -1495072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1495077.625000 Penalty: 3045.717285
	Iteration 63Q: 3 clusters Score -1495078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1495083.500000 Penalty: 3045.717285
	Iteration 64Q: 3 clusters Score -1495084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1495089.500000 Penalty: 3045.717285
	Iteration 65Q: 3 clusters Score -1495090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1495090.750000 Penalty: 3045.717285
	Iteration 66Q: 3 clusters Score -1495091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1495094.000000 Penalty: 3045.717285
	Iteration 67Q: 3 clusters Score -1495094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1495097.125000 Penalty: 3045.717285
	Iteration 68Q: 3 clusters Score -1495097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1495098.125000 Penalty: 3045.717285
	Iteration 69Q: 3 clusters Score -1495098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1495102.375000 Penalty: 3045.717285
	Iteration 70Q: 3 clusters Score -1495102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1495108.500000 Penalty: 3045.717285
	Iteration 71Q: 3 clusters Score -1495108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1495117.000000 Penalty: 3045.717285
	Iteration 72Q: 3 clusters Score -1495117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1495118.500000 Penalty: 3045.717285
	Iteration 73Q: 3 clusters Score -1495118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1495126.250000 Penalty: 3045.717285
	Iteration 74Q: 3 clusters Score -1495126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1495129.500000 Penalty: 3045.717285
	Iteration 75Q: 3 clusters Score -1495130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1495136.125000 Penalty: 3045.717285
	Iteration 76Q: 3 clusters Score -1495136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1495146.250000 Penalty: 3045.717285
	Iteration 77Q: 3 clusters Score -1495146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1495159.000000 Penalty: 3045.717285
	Iteration 78Q: 3 clusters Score -1495159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1495170.875000 Penalty: 3045.717285
	Iteration 79Q: 3 clusters Score -1495171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1495184.750000 Penalty: 3045.717285
	Iteration 80F: 3 clusters Score -1495185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1495193.875000 Penalty: 3045.717285
	Iteration 81Q: 3 clusters Score -1495194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1495201.875000 Penalty: 3045.717285
	Iteration 82Q: 3 clusters Score -1495202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1495208.375000 Penalty: 3045.717285
	Iteration 83Q: 3 clusters Score -1495208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1495216.625000 Penalty: 3045.717285
	Iteration 84Q: 3 clusters Score -1495217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1495219.750000 Penalty: 3045.717285
	Iteration 85Q: 3 clusters Score -1495220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1495221.625000 Penalty: 3045.717285
	Iteration 86Q: 3 clusters Score -1495222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1495223.125000 Penalty: 3045.717285
	Iteration 87Q: 3 clusters Score -1495223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1495231.000000 Penalty: 3045.717285
	Iteration 88Q: 3 clusters Score -1495231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1495226.250000 Penalty: 3045.717285
	Iteration 89Q: 3 clusters Score -1495226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1495230.500000 Penalty: 3045.717285
	Iteration 90Q: 3 clusters Score -1495230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1495231.875000 Penalty: 3045.717285
	Iteration 91Q: 3 clusters Score -1495232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1495230.625000 Penalty: 3045.717285
	Iteration 92Q: 3 clusters Score -1495231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1495233.250000 Penalty: 3045.717285
	Iteration 93Q: 3 clusters Score -1495233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1495232.250000 Penalty: 3045.717285
	Iteration 94Q: 3 clusters Score -1495232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1495231.375000 Penalty: 3045.717285
	Iteration 95Q: 3 clusters Score -1495231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1495231.875000 Penalty: 3045.717285
	Iteration 96Q: 3 clusters Score -1495232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1495232.375000 Penalty: 3045.717285
	Iteration 97Q: 3 clusters Score -1495232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1495233.375000 Penalty: 3045.717285
	Iteration 98Q: 3 clusters Score -1495233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1495235.750000 Penalty: 3045.717285
	Iteration 99Q: 3 clusters Score -1495236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1495234.375000 Penalty: 3045.717285
	Iteration 100F: 3 clusters Score -1495234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1495238.625000 Penalty: 3045.717285
	Iteration 101Q: 3 clusters Score -1495239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1495243.875000 Penalty: 3045.717285
	Iteration 102Q: 3 clusters Score -1495244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1495241.875000 Penalty: 3045.717285
	Iteration 103Q: 3 clusters Score -1495242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1495248.000000 Penalty: 3045.717285
	Iteration 104Q: 3 clusters Score -1495248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1495249.875000 Penalty: 3045.717285
	Iteration 105Q: 3 clusters Score -1495250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1495252.375000 Penalty: 3045.717285
	Iteration 106Q: 3 clusters Score -1495252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1495254.500000 Penalty: 3045.717285
	Iteration 107Q: 3 clusters Score -1495254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1495254.250000 Penalty: 3045.717285
	Iteration 108Q: 3 clusters Score -1495254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1495256.250000 Penalty: 3045.717285
	Iteration 109Q: 3 clusters Score -1495256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1495253.000000 Penalty: 3045.717285
	Iteration 110Q: 3 clusters Score -1495253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1495252.750000 Penalty: 3045.717285
	Iteration 111Q: 3 clusters Score -1495253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1495253.125000 Penalty: 3045.717285
	Iteration 112Q: 3 clusters Score -1495253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1495257.375000 Penalty: 3045.717285
	Iteration 113Q: 3 clusters Score -1495257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1495257.000000 Penalty: 3045.717285
	Iteration 114Q: 3 clusters Score -1495257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1495257.000000 Penalty: 3045.717285
	Iteration 115F: 3 clusters Score -1495257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Entering Unmasked Estep 
Score: -6734822.500000 Penalty: 1761.632568
	Iteration 0F: 2 clusters Score -6734822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6700800.000000 Penalty: 3523.265137
	Iteration 0F: 3 clusters Score -6700800 nChanged 23955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -6714487.500000 Penalty: 3523.265137
	Iteration 1F: 3 clusters Score -6714488 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6715196.500000 Penalty: 3523.265137
	Iteration 2Q: 3 clusters Score -6715196 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6716046.500000 Penalty: 3523.265137
	Iteration 3Q: 3 clusters Score -6716046 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6717109.500000 Penalty: 3523.265137
	Iteration 4Q: 3 clusters Score -6717110 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -6718630.500000 Penalty: 3523.265137
	Iteration 5F: 3 clusters Score -6718630 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -6721263.000000 Penalty: 3523.265137
	Iteration 6F: 3 clusters Score -6721263 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -6724910.500000 Penalty: 3523.265137
	Iteration 7F: 3 clusters Score -6724910 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -6728051.000000 Penalty: 3523.265137
	Iteration 8F: 3 clusters Score -6728051 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -6729449.000000 Penalty: 3523.265137
	Iteration 9Q: 3 clusters Score -6729449 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -6730296.000000 Penalty: 3523.265137
	Iteration 10Q: 3 clusters Score -6730296 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -6730783.500000 Penalty: 3523.265137
	Iteration 11Q: 3 clusters Score -6730784 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6731054.500000 Penalty: 3523.265137
	Iteration 12Q: 3 clusters Score -6731054 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -6731251.000000 Penalty: 3523.265137
	Iteration 13Q: 3 clusters Score -6731251 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -6731394.500000 Penalty: 3523.265137
	Iteration 14Q: 3 clusters Score -6731394 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6731457.500000 Penalty: 3523.265137
	Iteration 15Q: 3 clusters Score -6731458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -6731526.000000 Penalty: 3523.265137
	Iteration 16Q: 3 clusters Score -6731526 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6731557.000000 Penalty: 3523.265137
	Iteration 17Q: 3 clusters Score -6731557 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6731578.000000 Penalty: 3523.265137
	Iteration 18Q: 3 clusters Score -6731578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6731591.000000 Penalty: 3523.265137
	Iteration 19Q: 3 clusters Score -6731591 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -6731602.500000 Penalty: 3523.265137
	Iteration 20F: 3 clusters Score -6731602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -6731630.500000 Penalty: 3523.265137
	Iteration 21Q: 3 clusters Score -6731630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -6731639.500000 Penalty: 3523.265137
	Iteration 22Q: 3 clusters Score -6731640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -6731634.000000 Penalty: 3523.265137
	Iteration 23Q: 3 clusters Score -6731634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -6731625.000000 Penalty: 3523.265137
	Iteration 24Q: 3 clusters Score -6731625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6731647.500000 Penalty: 3523.265137
	Iteration 25Q: 3 clusters Score -6731648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -6731644.500000 Penalty: 3523.265137
	Iteration 26Q: 3 clusters Score -6731644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6731652.500000 Penalty: 3523.265137
	Iteration 27Q: 3 clusters Score -6731652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -6731664.000000 Penalty: 3523.265137
	Iteration 28Q: 3 clusters Score -6731664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -6731670.000000 Penalty: 3523.265137
	Iteration 29Q: 3 clusters Score -6731670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -6731677.000000 Penalty: 3523.265137
	Iteration 30Q: 3 clusters Score -6731677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -6731672.000000 Penalty: 3523.265137
	Iteration 31Q: 3 clusters Score -6731672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6731683.500000 Penalty: 3523.265137
	Iteration 32Q: 3 clusters Score -6731684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -6731688.500000 Penalty: 3523.265137
	Iteration 33Q: 3 clusters Score -6731688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -6731694.000000 Penalty: 3523.265137
	Iteration 34Q: 3 clusters Score -6731694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -6731700.000000 Penalty: 3523.265137
	Iteration 35Q: 3 clusters Score -6731700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -6731693.500000 Penalty: 3523.265137
	Iteration 36Q: 3 clusters Score -6731694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -6731729.500000 Penalty: 3523.265137
	Iteration 37Q: 3 clusters Score -6731730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -6731737.500000 Penalty: 3523.265137
	Iteration 38Q: 3 clusters Score -6731738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -6731734.000000 Penalty: 3523.265137
	Iteration 39Q: 3 clusters Score -6731734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -6731739.500000 Penalty: 3523.265137
	Iteration 40F: 3 clusters Score -6731740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -6731746.000000 Penalty: 3523.265137
	Iteration 41Q: 3 clusters Score -6731746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -6731731.000000 Penalty: 3523.265137
	Iteration 42Q: 3 clusters Score -6731731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -6731729.500000 Penalty: 3523.265137
	Iteration 43Q: 3 clusters Score -6731730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -6731736.000000 Penalty: 3523.265137
	Iteration 44Q: 3 clusters Score -6731736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -6731727.500000 Penalty: 3523.265137
	Iteration 45Q: 3 clusters Score -6731728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -6731730.500000 Penalty: 3523.265137
	Iteration 46Q: 3 clusters Score -6731730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -6731748.000000 Penalty: 3523.265137
	Iteration 47Q: 3 clusters Score -6731748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6731752.500000 Penalty: 3523.265137
	Iteration 48Q: 3 clusters Score -6731752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -6731748.500000 Penalty: 3523.265137
	Iteration 49Q: 3 clusters Score -6731748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -6731757.500000 Penalty: 3523.265137
	Iteration 50Q: 3 clusters Score -6731758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -6731757.000000 Penalty: 3523.265137
	Iteration 51Q: 3 clusters Score -6731757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6731761.000000 Penalty: 3523.265137
	Iteration 52Q: 3 clusters Score -6731761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -6731766.500000 Penalty: 3523.265137
	Iteration 53Q: 3 clusters Score -6731766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -6731767.000000 Penalty: 3523.265137
	Iteration 54Q: 3 clusters Score -6731767 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6731770.500000 Penalty: 3523.265137
	Iteration 55Q: 3 clusters Score -6731770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -6731772.500000 Penalty: 3523.265137
	Iteration 56Q: 3 clusters Score -6731772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -6731776.000000 Penalty: 3523.265137
	Iteration 57Q: 3 clusters Score -6731776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -6731776.000000 Penalty: 3523.265137
	Iteration 58Q: 3 clusters Score -6731776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -6731772.000000 Penalty: 3523.265137
	Iteration 59Q: 3 clusters Score -6731772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -6731778.500000 Penalty: 3523.265137
	Iteration 60F: 3 clusters Score -6731778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -6731790.000000 Penalty: 3523.265137
	Iteration 61Q: 3 clusters Score -6731790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6731789.000000 Penalty: 3523.265137
	Iteration 62Q: 3 clusters Score -6731789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -6731780.500000 Penalty: 3523.265137
	Iteration 63Q: 3 clusters Score -6731780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -6731798.500000 Penalty: 3523.265137
	Iteration 64Q: 3 clusters Score -6731798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -6731805.000000 Penalty: 3523.265137
	Iteration 65Q: 3 clusters Score -6731805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -6731816.000000 Penalty: 3523.265137
	Iteration 66Q: 3 clusters Score -6731816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -6731831.000000 Penalty: 3523.265137
	Iteration 67Q: 3 clusters Score -6731831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -6731830.500000 Penalty: 3523.265137
	Iteration 68Q: 3 clusters Score -6731830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6731833.000000 Penalty: 3523.265137
	Iteration 69Q: 3 clusters Score -6731833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6731827.000000 Penalty: 3523.265137
	Iteration 70Q: 3 clusters Score -6731827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -6731836.000000 Penalty: 3523.265137
	Iteration 71Q: 3 clusters Score -6731836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -6731860.000000 Penalty: 3523.265137
	Iteration 72Q: 3 clusters Score -6731860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -6731860.000000 Penalty: 3523.265137
	Iteration 73Q: 3 clusters Score -6731860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -6731863.500000 Penalty: 3523.265137
	Iteration 74Q: 3 clusters Score -6731864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -6731883.000000 Penalty: 3523.265137
	Iteration 75Q: 3 clusters Score -6731883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -6731909.000000 Penalty: 3523.265137
	Iteration 76Q: 3 clusters Score -6731909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -6731910.500000 Penalty: 3523.265137
	Iteration 77Q: 3 clusters Score -6731910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -6731921.500000 Penalty: 3523.265137
	Iteration 78Q: 3 clusters Score -6731922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -6731923.500000 Penalty: 3523.265137
	Iteration 79Q: 3 clusters Score -6731924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -6731942.000000 Penalty: 3523.265137
	Iteration 80F: 3 clusters Score -6731942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -6731941.500000 Penalty: 3523.265137
	Iteration 81Q: 3 clusters Score -6731942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -6731935.500000 Penalty: 3523.265137
	Iteration 82Q: 3 clusters Score -6731936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -6731947.000000 Penalty: 3523.265137
	Iteration 83Q: 3 clusters Score -6731947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -6731937.500000 Penalty: 3523.265137
	Iteration 84Q: 3 clusters Score -6731938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -6731942.000000 Penalty: 3523.265137
	Iteration 85Q: 3 clusters Score -6731942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -6731941.500000 Penalty: 3523.265137
	Iteration 86Q: 3 clusters Score -6731942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -6731933.000000 Penalty: 3523.265137
	Iteration 87Q: 3 clusters Score -6731933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -6731947.000000 Penalty: 3523.265137
	Iteration 88Q: 3 clusters Score -6731947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -6731961.500000 Penalty: 3523.265137
	Iteration 89Q: 3 clusters Score -6731962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -6731965.500000 Penalty: 3523.265137
	Iteration 90Q: 3 clusters Score -6731966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -6731981.500000 Penalty: 3523.265137
	Iteration 91Q: 3 clusters Score -6731982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -6731976.500000 Penalty: 3523.265137
	Iteration 92Q: 3 clusters Score -6731976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -6731978.500000 Penalty: 3523.265137
	Iteration 93Q: 3 clusters Score -6731978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -6731982.000000 Penalty: 3523.265137
	Iteration 94Q: 3 clusters Score -6731982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -6731974.000000 Penalty: 3523.265137
	Iteration 95Q: 3 clusters Score -6731974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -6731994.000000 Penalty: 3523.265137
	Iteration 96Q: 3 clusters Score -6731994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -6732006.000000 Penalty: 3523.265137
	Iteration 97Q: 3 clusters Score -6732006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -6732008.000000 Penalty: 3523.265137
	Iteration 98Q: 3 clusters Score -6732008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -6732013.500000 Penalty: 3523.265137
	Iteration 99Q: 3 clusters Score -6732014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6732005.500000 Penalty: 3523.265137
	Iteration 100F: 3 clusters Score -6732006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -6732004.500000 Penalty: 3523.265137
	Iteration 101Q: 3 clusters Score -6732004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -6732018.500000 Penalty: 3523.265137
	Iteration 102Q: 3 clusters Score -6732018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -6732016.000000 Penalty: 3523.265137
	Iteration 103Q: 3 clusters Score -6732016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -6732033.000000 Penalty: 3523.265137
	Iteration 104Q: 3 clusters Score -6732033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -6732057.000000 Penalty: 3523.265137
	Iteration 105Q: 3 clusters Score -6732057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -6732065.500000 Penalty: 3523.265137
	Iteration 106Q: 3 clusters Score -6732066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -6732068.000000 Penalty: 3523.265137
	Iteration 107Q: 3 clusters Score -6732068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -6732072.500000 Penalty: 3523.265137
	Iteration 108Q: 3 clusters Score -6732072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -6732070.500000 Penalty: 3523.265137
	Iteration 109Q: 3 clusters Score -6732070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -6732064.000000 Penalty: 3523.265137
	Iteration 110Q: 3 clusters Score -6732064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -6732074.000000 Penalty: 3523.265137
	Iteration 111Q: 3 clusters Score -6732074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -6732062.000000 Penalty: 3523.265137
	Iteration 112Q: 3 clusters Score -6732062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -6732072.000000 Penalty: 3523.265137
	Iteration 113Q: 3 clusters Score -6732072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -6732086.500000 Penalty: 3523.265137
	Iteration 114Q: 3 clusters Score -6732086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -6732079.500000 Penalty: 3523.265137
	Iteration 115Q: 3 clusters Score -6732080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -6732075.500000 Penalty: 3523.265137
	Iteration 116Q: 3 clusters Score -6732076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -6732076.000000 Penalty: 3523.265137
	Iteration 117Q: 3 clusters Score -6732076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -6732089.000000 Penalty: 3523.265137
	Iteration 118Q: 3 clusters Score -6732089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -6732110.000000 Penalty: 3523.265137
	Iteration 119Q: 3 clusters Score -6732110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6732110.500000 Penalty: 3523.265137
	Iteration 120F: 3 clusters Score -6732110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -6732120.000000 Penalty: 3523.265137
	Iteration 121Q: 3 clusters Score -6732120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -6732112.500000 Penalty: 3523.265137
	Iteration 122Q: 3 clusters Score -6732112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6732135.000000 Penalty: 3523.265137
	Iteration 123Q: 3 clusters Score -6732135 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -6732132.500000 Penalty: 3523.265137
	Iteration 124Q: 3 clusters Score -6732132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -6732161.500000 Penalty: 3523.265137
	Iteration 125Q: 3 clusters Score -6732162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -6732146.500000 Penalty: 3523.265137
	Iteration 126Q: 3 clusters Score -6732146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -6732145.500000 Penalty: 3523.265137
	Iteration 127Q: 3 clusters Score -6732146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -6732153.500000 Penalty: 3523.265137
	Iteration 128Q: 3 clusters Score -6732154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -6732160.000000 Penalty: 3523.265137
	Iteration 129Q: 3 clusters Score -6732160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -6732170.000000 Penalty: 3523.265137
	Iteration 130Q: 3 clusters Score -6732170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -6732168.000000 Penalty: 3523.265137
	Iteration 131Q: 3 clusters Score -6732168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -6732186.000000 Penalty: 3523.265137
	Iteration 132Q: 3 clusters Score -6732186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -6732179.000000 Penalty: 3523.265137
	Iteration 133Q: 3 clusters Score -6732179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -6732174.000000 Penalty: 3523.265137
	Iteration 134Q: 3 clusters Score -6732174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -6732180.500000 Penalty: 3523.265137
	Iteration 135Q: 3 clusters Score -6732180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -6732185.500000 Penalty: 3523.265137
	Iteration 136Q: 3 clusters Score -6732186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -6732206.500000 Penalty: 3523.265137
	Iteration 137Q: 3 clusters Score -6732206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -6732202.500000 Penalty: 3523.265137
	Iteration 138Q: 3 clusters Score -6732202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -6732212.000000 Penalty: 3523.265137
	Iteration 139Q: 3 clusters Score -6732212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -6732208.500000 Penalty: 3523.265137
	Iteration 140F: 3 clusters Score -6732208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -6732207.000000 Penalty: 3523.265137
	Iteration 141Q: 3 clusters Score -6732207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -6732229.500000 Penalty: 3523.265137
	Iteration 142Q: 3 clusters Score -6732230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -6732222.500000 Penalty: 3523.265137
	Iteration 143Q: 3 clusters Score -6732222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -6732226.000000 Penalty: 3523.265137
	Iteration 144Q: 3 clusters Score -6732226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -6732235.000000 Penalty: 3523.265137
	Iteration 145Q: 3 clusters Score -6732235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -6732236.500000 Penalty: 3523.265137
	Iteration 146Q: 3 clusters Score -6732236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6732235.000000 Penalty: 3523.265137
	Iteration 147Q: 3 clusters Score -6732235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -6732237.500000 Penalty: 3523.265137
	Iteration 148Q: 3 clusters Score -6732238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -6732250.000000 Penalty: 3523.265137
	Iteration 149Q: 3 clusters Score -6732250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -6732247.500000 Penalty: 3523.265137
	Iteration 150Q: 3 clusters Score -6732248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -6732248.000000 Penalty: 3523.265137
	Iteration 151Q: 3 clusters Score -6732248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -6732252.500000 Penalty: 3523.265137
	Iteration 152Q: 3 clusters Score -6732252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -6732260.000000 Penalty: 3523.265137
	Iteration 153Q: 3 clusters Score -6732260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6732257.000000 Penalty: 3523.265137
	Iteration 154Q: 3 clusters Score -6732257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6732251.000000 Penalty: 3523.265137
	Iteration 155Q: 3 clusters Score -6732251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -6732262.500000 Penalty: 3523.265137
	Iteration 156Q: 3 clusters Score -6732262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -6732266.000000 Penalty: 3523.265137
	Iteration 157Q: 3 clusters Score -6732266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -6732269.500000 Penalty: 3523.265137
	Iteration 158Q: 3 clusters Score -6732270 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6732274 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6732278 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6732282 nChanged 53
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6732284 nChanged 49
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	Iteration 163Q: 3 clusters Score -6732302 nChanged 34
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Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6732311 nChanged 27
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6732319 nChanged 26
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6732318 nChanged 23
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6732317 nChanged 17
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6732314 nChanged 20
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6732322 nChanged 18
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6732322 nChanged 14
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6732330 nChanged 12
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Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6732335 nChanged 14
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Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6732333 nChanged 19
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6732326 nChanged 10
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Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6732325 nChanged 7
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Mstep: Class 1 contains 40681 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6732334 nChanged 7
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Mstep: Class 1 contains 40688 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6732336 nChanged 4
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Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6732332 nChanged 4
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Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6732324 nChanged 6
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6732328 nChanged 9
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Mstep: Class 1 contains 40711 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6732329 nChanged 8
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Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6732328 nChanged 9
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Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6732318 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40734 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6732322 nChanged 4
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Mstep: Class 1 contains 40738 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6732323 nChanged 9
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6732326 nChanged 8
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6732331 nChanged 14
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6732334 nChanged 15
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6732336 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6732332 nChanged 15
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6732343 nChanged 15
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Mstep: Class 1 contains 40826 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6732334 nChanged 11
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6732327 nChanged 14
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	Iteration 194Q: 3 clusters Score -6732334 nChanged 9
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	Iteration 195Q: 3 clusters Score -6732330 nChanged 4
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6732330 nChanged 4
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6732329 nChanged 5
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6732325 nChanged 5
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6732330 nChanged 7
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Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6732336 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40889 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6732334 nChanged 1
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Mstep: Class 1 contains 40890 members 
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	Iteration 202Q: 3 clusters Score -6732332 nChanged 2
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Mstep: Class 1 contains 40892 members 
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	Iteration 203Q: 3 clusters Score -6732332 nChanged 1
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Mstep: Class 1 contains 40893 members 
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	Iteration 204Q: 3 clusters Score -6732336 nChanged 1
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Mstep: Class 1 contains 40894 members 
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	Iteration 205Q: 3 clusters Score -6732334 nChanged 5
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6732339 nChanged 5
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Mstep: Class 1 contains 40904 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6732336 nChanged 6
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Mstep: Class 1 contains 40910 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6732340 nChanged 9
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Mstep: Class 1 contains 40919 members 
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	Iteration 209Q: 3 clusters Score -6732340 nChanged 10
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	Iteration 210Q: 3 clusters Score -6732343 nChanged 12
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	Iteration 211Q: 3 clusters Score -6732345 nChanged 15
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	Iteration 212Q: 3 clusters Score -6732354 nChanged 17
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	Iteration 213Q: 3 clusters Score -6732348 nChanged 19
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	Iteration 214Q: 3 clusters Score -6732352 nChanged 21
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	Iteration 215Q: 3 clusters Score -6732361 nChanged 15
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	Iteration 216Q: 3 clusters Score -6732362 nChanged 14
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	Iteration 217Q: 3 clusters Score -6732364 nChanged 14
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	Iteration 218Q: 3 clusters Score -6732370 nChanged 17
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	Iteration 219Q: 3 clusters Score -6732368 nChanged 25
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	Iteration 220F: 3 clusters Score -6732365 nChanged 27
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	Iteration 221Q: 3 clusters Score -6732367 nChanged 19
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	Iteration 222Q: 3 clusters Score -6732363 nChanged 14
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	Iteration 223Q: 3 clusters Score -6732374 nChanged 25
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	Iteration 224Q: 3 clusters Score -6732372 nChanged 42
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6732380 nChanged 47
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	Iteration 226Q: 3 clusters Score -6732380 nChanged 49
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6732378 nChanged 56
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6732390 nChanged 62
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -6732392 nChanged 63
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	Iteration 230Q: 3 clusters Score -6732398 nChanged 62
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6732401 nChanged 67
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6732418 nChanged 56
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	Iteration 233Q: 3 clusters Score -6732418 nChanged 53
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6732428 nChanged 53
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	Iteration 235Q: 3 clusters Score -6732430 nChanged 57
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	Iteration 236Q: 3 clusters Score -6732462 nChanged 59
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	Iteration 237Q: 3 clusters Score -6732456 nChanged 54
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	Iteration 238Q: 3 clusters Score -6732466 nChanged 54
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	Iteration 239Q: 3 clusters Score -6732461 nChanged 60
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	Iteration 240F: 3 clusters Score -6732476 nChanged 47
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	Iteration 241Q: 3 clusters Score -6732493 nChanged 47
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	Iteration 242Q: 3 clusters Score -6732480 nChanged 56
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	Iteration 243Q: 3 clusters Score -6732488 nChanged 56
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	Iteration 244Q: 3 clusters Score -6732486 nChanged 68
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	Iteration 245Q: 3 clusters Score -6732490 nChanged 62
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	Iteration 246Q: 3 clusters Score -6732482 nChanged 78
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	Iteration 247Q: 3 clusters Score -6732483 nChanged 73
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	Iteration 249Q: 3 clusters Score -6732520 nChanged 77
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	Iteration 250Q: 3 clusters Score -6732516 nChanged 80
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	Iteration 251Q: 3 clusters Score -6732529 nChanged 88
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6732542 nChanged 87
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Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -6732567.500000 Penalty: 3523.265137
	Iteration 253Q: 3 clusters Score -6732568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -6732571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6732584.500000 Penalty: 3523.265137
	Iteration 255Q: 3 clusters Score -6732584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6732613.000000 Penalty: 3523.265137
	Iteration 256Q: 3 clusters Score -6732613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -6732622.000000 Penalty: 3523.265137
	Iteration 257Q: 3 clusters Score -6732622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -6732634.500000 Penalty: 3523.265137
	Iteration 258Q: 3 clusters Score -6732634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6732639.500000 Penalty: 3523.265137
	Iteration 259Q: 3 clusters Score -6732640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6732654.500000 Penalty: 3523.265137
	Iteration 260F: 3 clusters Score -6732654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6732642.000000 Penalty: 3523.265137
	Iteration 261Q: 3 clusters Score -6732642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -6732639.500000 Penalty: 3523.265137
	Iteration 262Q: 3 clusters Score -6732640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -6732640.000000 Penalty: 3523.265137
	Iteration 263Q: 3 clusters Score -6732640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6732643.000000 Penalty: 3523.265137
	Iteration 264Q: 3 clusters Score -6732643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -6732636.500000 Penalty: 3523.265137
	Iteration 265Q: 3 clusters Score -6732636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -6732647.500000 Penalty: 3523.265137
	Iteration 266Q: 3 clusters Score -6732648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -6732658.000000 Penalty: 3523.265137
	Iteration 267Q: 3 clusters Score -6732658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -6732649.500000 Penalty: 3523.265137
	Iteration 268Q: 3 clusters Score -6732650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -6732657.500000 Penalty: 3523.265137
	Iteration 269Q: 3 clusters Score -6732658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -6732658.000000 Penalty: 3523.265137
	Iteration 270Q: 3 clusters Score -6732658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6732652.000000 Penalty: 3523.265137
	Iteration 271Q: 3 clusters Score -6732652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -6732674.500000 Penalty: 3523.265137
	Iteration 272Q: 3 clusters Score -6732674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -6732690.000000 Penalty: 3523.265137
	Iteration 273Q: 3 clusters Score -6732690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -6732698.500000 Penalty: 3523.265137
	Iteration 274Q: 3 clusters Score -6732698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -6732694.000000 Penalty: 3523.265137
	Iteration 275Q: 3 clusters Score -6732694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -6732715.500000 Penalty: 3523.265137
	Iteration 276Q: 3 clusters Score -6732716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6732717.000000 Penalty: 3523.265137
	Iteration 277Q: 3 clusters Score -6732717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -6732710.500000 Penalty: 3523.265137
	Iteration 278Q: 3 clusters Score -6732710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -6732720.000000 Penalty: 3523.265137
	Iteration 279Q: 3 clusters Score -6732720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -6732723.500000 Penalty: 3523.265137
	Iteration 280F: 3 clusters Score -6732724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -6732722.500000 Penalty: 3523.265137
	Iteration 281Q: 3 clusters Score -6732722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6732731.500000 Penalty: 3523.265137
	Iteration 282Q: 3 clusters Score -6732732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6732745.500000 Penalty: 3523.265137
	Iteration 283Q: 3 clusters Score -6732746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -6732759.500000 Penalty: 3523.265137
	Iteration 284Q: 3 clusters Score -6732760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -6732763.500000 Penalty: 3523.265137
	Iteration 285Q: 3 clusters Score -6732764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -6732768.500000 Penalty: 3523.265137
	Iteration 286Q: 3 clusters Score -6732768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -6732781.500000 Penalty: 3523.265137
	Iteration 287Q: 3 clusters Score -6732782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6732771.000000 Penalty: 3523.265137
	Iteration 288Q: 3 clusters Score -6732771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6732758.000000 Penalty: 3523.265137
	Iteration 289Q: 3 clusters Score -6732758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6732766.500000 Penalty: 3523.265137
	Iteration 290Q: 3 clusters Score -6732766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -6732764.500000 Penalty: 3523.265137
	Iteration 291Q: 3 clusters Score -6732764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -6732762.000000 Penalty: 3523.265137
	Iteration 292Q: 3 clusters Score -6732762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6732763.500000 Penalty: 3523.265137
	Iteration 293Q: 3 clusters Score -6732764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -6732759.000000 Penalty: 3523.265137
	Iteration 294Q: 3 clusters Score -6732759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -6732773.500000 Penalty: 3523.265137
	Iteration 295Q: 3 clusters Score -6732774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6732794.500000 Penalty: 3523.265137
	Iteration 296Q: 3 clusters Score -6732794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -6732791.000000 Penalty: 3523.265137
	Iteration 297Q: 3 clusters Score -6732791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -6732791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -6732811.000000 Penalty: 3523.265137
	Iteration 299Q: 3 clusters Score -6732811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -6732825.500000 Penalty: 3523.265137
	Iteration 300F: 3 clusters Score -6732826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6732831.500000 Penalty: 3523.265137
	Iteration 301Q: 3 clusters Score -6732832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -6732843.000000 Penalty: 3523.265137
	Iteration 302Q: 3 clusters Score -6732843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6732860.500000 Penalty: 3523.265137
	Iteration 303Q: 3 clusters Score -6732860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6732845.500000 Penalty: 3523.265137
	Iteration 304Q: 3 clusters Score -6732846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -6732844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -6732844.500000 Penalty: 3523.265137
	Iteration 306Q: 3 clusters Score -6732844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6732850.500000 Penalty: 3523.265137
	Iteration 307Q: 3 clusters Score -6732850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -6732860.500000 Penalty: 3523.265137
	Iteration 308Q: 3 clusters Score -6732860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6732872.000000 Penalty: 3523.265137
	Iteration 309Q: 3 clusters Score -6732872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6732887.500000 Penalty: 3523.265137
	Iteration 310Q: 3 clusters Score -6732888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -6732895.500000 Penalty: 3523.265137
	Iteration 311Q: 3 clusters Score -6732896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -6732921.000000 Penalty: 3523.265137
	Iteration 312Q: 3 clusters Score -6732921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -6732925.500000 Penalty: 3523.265137
	Iteration 313Q: 3 clusters Score -6732926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -6732922.000000 Penalty: 3523.265137
	Iteration 314Q: 3 clusters Score -6732922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -6732929.500000 Penalty: 3523.265137
	Iteration 315Q: 3 clusters Score -6732930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6732931.000000 Penalty: 3523.265137
	Iteration 316Q: 3 clusters Score -6732931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -6732925.000000 Penalty: 3523.265137
	Iteration 317Q: 3 clusters Score -6732925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -6732933.500000 Penalty: 3523.265137
	Iteration 318Q: 3 clusters Score -6732934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6732942.500000 Penalty: 3523.265137
	Iteration 319Q: 3 clusters Score -6732942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6732961.500000 Penalty: 3523.265137
	Iteration 320F: 3 clusters Score -6732962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -6732967.500000 Penalty: 3523.265137
	Iteration 321Q: 3 clusters Score -6732968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6732983.000000 Penalty: 3523.265137
	Iteration 322Q: 3 clusters Score -6732983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6732964.000000 Penalty: 3523.265137
	Iteration 323Q: 3 clusters Score -6732964 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6732988.500000 Penalty: 3523.265137
	Iteration 324Q: 3 clusters Score -6732988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6733019.000000 Penalty: 3523.265137
	Iteration 325Q: 3 clusters Score -6733019 nChanged 49
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Mstep: Class 1 contains 46542 members 
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Entering Unmasked Estep 
Score: -6733020.500000 Penalty: 3523.265137
	Iteration 326Q: 3 clusters Score -6733020 nChanged 55
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Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6733021.000000 Penalty: 3523.265137
	Iteration 327Q: 3 clusters Score -6733021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -6733024.500000 Penalty: 3523.265137
	Iteration 328Q: 3 clusters Score -6733024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -6733042.500000 Penalty: 3523.265137
	Iteration 329Q: 3 clusters Score -6733042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6733041.000000 Penalty: 3523.265137
	Iteration 330Q: 3 clusters Score -6733041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6733043.000000 Penalty: 3523.265137
	Iteration 331Q: 3 clusters Score -6733043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -6733046.500000 Penalty: 3523.265137
	Iteration 332Q: 3 clusters Score -6733046 nChanged 29
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Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6733051.500000 Penalty: 3523.265137
	Iteration 333Q: 3 clusters Score -6733052 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6733059.500000 Penalty: 3523.265137
	Iteration 334Q: 3 clusters Score -6733060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6733064.000000 Penalty: 3523.265137
	Iteration 335Q: 3 clusters Score -6733064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6733072.000000 Penalty: 3523.265137
	Iteration 336Q: 3 clusters Score -6733072 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6733079.000000 Penalty: 3523.265137
	Iteration 337Q: 3 clusters Score -6733079 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -6733079 nChanged 29
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Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -6733079 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -6733080.500000 Penalty: 3523.265137
	Iteration 340F: 3 clusters Score -6733080 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6733090.000000 Penalty: 3523.265137
	Iteration 341Q: 3 clusters Score -6733090 nChanged 31
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Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -6733091.500000 Penalty: 3523.265137
	Iteration 342Q: 3 clusters Score -6733092 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6733106.000000 Penalty: 3523.265137
	Iteration 343Q: 3 clusters Score -6733106 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6733113.000000 Penalty: 3523.265137
	Iteration 344Q: 3 clusters Score -6733113 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6733136.500000 Penalty: 3523.265137
	Iteration 345Q: 3 clusters Score -6733136 nChanged 45
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Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6733133.000000 Penalty: 3523.265137
	Iteration 346Q: 3 clusters Score -6733133 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6733136.500000 Penalty: 3523.265137
	Iteration 347Q: 3 clusters Score -6733136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6733140.500000 Penalty: 3523.265137
	Iteration 348Q: 3 clusters Score -6733140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6733138.500000 Penalty: 3523.265137
	Iteration 349Q: 3 clusters Score -6733138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6733158.000000 Penalty: 3523.265137
	Iteration 350Q: 3 clusters Score -6733158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6733146.000000 Penalty: 3523.265137
	Iteration 351Q: 3 clusters Score -6733146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6733161.500000 Penalty: 3523.265137
	Iteration 352Q: 3 clusters Score -6733162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6733164.000000 Penalty: 3523.265137
	Iteration 353Q: 3 clusters Score -6733164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6733173.000000 Penalty: 3523.265137
	Iteration 354Q: 3 clusters Score -6733173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -6733177.000000 Penalty: 3523.265137
	Iteration 355Q: 3 clusters Score -6733177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6733182.000000 Penalty: 3523.265137
	Iteration 356Q: 3 clusters Score -6733182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6733179.000000 Penalty: 3523.265137
	Iteration 357Q: 3 clusters Score -6733179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6733184.500000 Penalty: 3523.265137
	Iteration 358Q: 3 clusters Score -6733184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6733186.500000 Penalty: 3523.265137
	Iteration 359Q: 3 clusters Score -6733186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6733181.500000 Penalty: 3523.265137
	Iteration 360F: 3 clusters Score -6733182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6733191.500000 Penalty: 3523.265137
	Iteration 361Q: 3 clusters Score -6733192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6733201.000000 Penalty: 3523.265137
	Iteration 362Q: 3 clusters Score -6733201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6733191.500000 Penalty: 3523.265137
	Iteration 363Q: 3 clusters Score -6733192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6733181.500000 Penalty: 3523.265137
	Iteration 364Q: 3 clusters Score -6733182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6733204.000000 Penalty: 3523.265137
	Iteration 365Q: 3 clusters Score -6733204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6733208.000000 Penalty: 3523.265137
	Iteration 366Q: 3 clusters Score -6733208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6733219.000000 Penalty: 3523.265137
	Iteration 367Q: 3 clusters Score -6733219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6733235.000000 Penalty: 3523.265137
	Iteration 368Q: 3 clusters Score -6733235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6733235.000000 Penalty: 3523.265137
	Iteration 369Q: 3 clusters Score -6733235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6733232.000000 Penalty: 3523.265137
	Iteration 370Q: 3 clusters Score -6733232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6733246.500000 Penalty: 3523.265137
	Iteration 371Q: 3 clusters Score -6733246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6733258.500000 Penalty: 3523.265137
	Iteration 372Q: 3 clusters Score -6733258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6733268.000000 Penalty: 3523.265137
	Iteration 373Q: 3 clusters Score -6733268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6733269.000000 Penalty: 3523.265137
	Iteration 374Q: 3 clusters Score -6733269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6733279.000000 Penalty: 3523.265137
	Iteration 375Q: 3 clusters Score -6733279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6733277.500000 Penalty: 3523.265137
	Iteration 376Q: 3 clusters Score -6733278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6733282.500000 Penalty: 3523.265137
	Iteration 377Q: 3 clusters Score -6733282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6733286.500000 Penalty: 3523.265137
	Iteration 378Q: 3 clusters Score -6733286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6733289.000000 Penalty: 3523.265137
	Iteration 379Q: 3 clusters Score -6733289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6733295.500000 Penalty: 3523.265137
	Iteration 380F: 3 clusters Score -6733296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6733297.500000 Penalty: 3523.265137
	Iteration 381Q: 3 clusters Score -6733298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6733301.500000 Penalty: 3523.265137
	Iteration 382Q: 3 clusters Score -6733302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6733298.500000 Penalty: 3523.265137
	Iteration 383Q: 3 clusters Score -6733298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6733294.500000 Penalty: 3523.265137
	Iteration 384Q: 3 clusters Score -6733294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6733298.000000 Penalty: 3523.265137
	Iteration 385Q: 3 clusters Score -6733298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6733308.500000 Penalty: 3523.265137
	Iteration 386Q: 3 clusters Score -6733308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6733310.500000 Penalty: 3523.265137
	Iteration 387Q: 3 clusters Score -6733310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6733319.000000 Penalty: 3523.265137
	Iteration 388Q: 3 clusters Score -6733319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6733323.000000 Penalty: 3523.265137
	Iteration 389Q: 3 clusters Score -6733323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6733322.500000 Penalty: 3523.265137
	Iteration 390Q: 3 clusters Score -6733322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6733324.000000 Penalty: 3523.265137
	Iteration 391Q: 3 clusters Score -6733324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6733322.500000 Penalty: 3523.265137
	Iteration 392Q: 3 clusters Score -6733322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6733327.000000 Penalty: 3523.265137
	Iteration 393Q: 3 clusters Score -6733327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6733320.000000 Penalty: 3523.265137
	Iteration 394Q: 3 clusters Score -6733320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6733315.500000 Penalty: 3523.265137
	Iteration 395Q: 3 clusters Score -6733316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6733315.500000 Penalty: 3523.265137
	Iteration 396Q: 3 clusters Score -6733316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6733322.500000 Penalty: 3523.265137
	Iteration 397Q: 3 clusters Score -6733322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6733313.000000 Penalty: 3523.265137
	Iteration 398Q: 3 clusters Score -6733313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6733314.500000 Penalty: 3523.265137
	Iteration 399Q: 3 clusters Score -6733314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6733312.000000 Penalty: 3523.265137
	Iteration 400F: 3 clusters Score -6733312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6733320.000000 Penalty: 3523.265137
	Iteration 401Q: 3 clusters Score -6733320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6733316.500000 Penalty: 3523.265137
	Iteration 402Q: 3 clusters Score -6733316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6733321.000000 Penalty: 3523.265137
	Iteration 403Q: 3 clusters Score -6733321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6733324.500000 Penalty: 3523.265137
	Iteration 404Q: 3 clusters Score -6733324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6733318.500000 Penalty: 3523.265137
	Iteration 405Q: 3 clusters Score -6733318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6733319.000000 Penalty: 3523.265137
	Iteration 406Q: 3 clusters Score -6733319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6733314.000000 Penalty: 3523.265137
	Iteration 407Q: 3 clusters Score -6733314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6733317.500000 Penalty: 3523.265137
	Iteration 408Q: 3 clusters Score -6733318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6733332.000000 Penalty: 3523.265137
	Iteration 409Q: 3 clusters Score -6733332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6733320.000000 Penalty: 3523.265137
	Iteration 410Q: 3 clusters Score -6733320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6733332.500000 Penalty: 3523.265137
	Iteration 411Q: 3 clusters Score -6733332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6733327.500000 Penalty: 3523.265137
	Iteration 412Q: 3 clusters Score -6733328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6733325.500000 Penalty: 3523.265137
	Iteration 413Q: 3 clusters Score -6733326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6733328.000000 Penalty: 3523.265137
	Iteration 414Q: 3 clusters Score -6733328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6733330.000000 Penalty: 3523.265137
	Iteration 415Q: 3 clusters Score -6733330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6733330.000000 Penalty: 3523.265137
	Iteration 416Q: 3 clusters Score -6733330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6733331.500000 Penalty: 3523.265137
	Iteration 417Q: 3 clusters Score -6733332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6733329.000000 Penalty: 3523.265137
	Iteration 418Q: 3 clusters Score -6733329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6733334.000000 Penalty: 3523.265137
	Iteration 419Q: 3 clusters Score -6733334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6733328.500000 Penalty: 3523.265137
	Iteration 420F: 3 clusters Score -6733328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6733332.000000 Penalty: 3523.265137
	Iteration 421Q: 3 clusters Score -6733332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6733330.000000 Penalty: 3523.265137
	Iteration 422Q: 3 clusters Score -6733330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6733329.000000 Penalty: 3523.265137
	Iteration 423Q: 3 clusters Score -6733329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6733329.500000 Penalty: 3523.265137
	Iteration 424Q: 3 clusters Score -6733330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6733333.000000 Penalty: 3523.265137
	Iteration 425Q: 3 clusters Score -6733333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6733330.500000 Penalty: 3523.265137
	Iteration 426Q: 3 clusters Score -6733330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6733330.500000 Penalty: 3523.265137
	Iteration 427Q: 3 clusters Score -6733330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6733331.500000 Penalty: 3523.265137
	Iteration 428Q: 3 clusters Score -6733332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6733331.500000 Penalty: 3523.265137
	Iteration 429F: 3 clusters Score -6733332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -599811.500000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -599811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -595867.062500 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -595867.1 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -597095.062500 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -597095.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -597450.375000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -597450.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -597759.062500 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -597759.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -597987.500000 Penalty: 2767.762451
	Iteration 4F: 3 clusters Score -597987.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -598140.375000 Penalty: 2767.762451
	Iteration 5F: 3 clusters Score -598140.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -598256.187500 Penalty: 2767.762451
	Iteration 6Q: 3 clusters Score -598256.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -598356.750000 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -598356.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -598457.562500 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -598457.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -598570.250000 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -598570.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -598672.500000 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -598672.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -598762.625000 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -598762.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -598844.875000 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -598844.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -598907.437500 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -598907.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -598944.437500 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -598944.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -598965.500000 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -598965.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -598979.562500 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -598979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -598992.437500 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -598992.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -599001.750000 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -599001.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -599012.625000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -599012.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -599021.500000 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -599021.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -599026.937500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -599026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -599030.500000 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -599030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -599033.625000 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -599033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -599035.000000 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -599035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -599038.437500 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -599038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -599038.625000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -599038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -599040.125000 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -599040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -599039.250000 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -599039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -599039.750000 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -599039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -599039.750000 Penalty: 2767.762451
	Iteration 30F: 3 clusters Score -599039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -672412.062500 Penalty: 1400.591919
	Iteration 0F: 2 clusters Score -672412.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -668117.375000 Penalty: 2801.183838
	Iteration 0F: 3 clusters Score -668117.4 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -669362.937500 Penalty: 2801.183838
	Iteration 1F: 3 clusters Score -669362.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -669668.062500 Penalty: 2801.183838
	Iteration 2F: 3 clusters Score -669668.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -669908.500000 Penalty: 2801.183838
	Iteration 3F: 3 clusters Score -669908.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -670106.312500 Penalty: 2801.183838
	Iteration 4F: 3 clusters Score -670106.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -670274.062500 Penalty: 2801.183838
	Iteration 5F: 3 clusters Score -670274.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -670425.500000 Penalty: 2801.183838
	Iteration 6Q: 3 clusters Score -670425.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -670537.875000 Penalty: 2801.183838
	Iteration 7Q: 3 clusters Score -670537.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -670621.875000 Penalty: 2801.183838
	Iteration 8Q: 3 clusters Score -670621.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -670690.000000 Penalty: 2801.183838
	Iteration 9Q: 3 clusters Score -670690 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -670747.812500 Penalty: 2801.183838
	Iteration 10Q: 3 clusters Score -670747.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -670807.750000 Penalty: 2801.183838
	Iteration 11Q: 3 clusters Score -670807.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -670869.250000 Penalty: 2801.183838
	Iteration 12Q: 3 clusters Score -670869.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -670924.687500 Penalty: 2801.183838
	Iteration 13Q: 3 clusters Score -670924.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -670964.687500 Penalty: 2801.183838
	Iteration 14Q: 3 clusters Score -670964.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -670999.312500 Penalty: 2801.183838
	Iteration 15Q: 3 clusters Score -670999.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -671027.875000 Penalty: 2801.183838
	Iteration 16Q: 3 clusters Score -671027.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -671045.437500 Penalty: 2801.183838
	Iteration 17Q: 3 clusters Score -671045.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -671065.250000 Penalty: 2801.183838
	Iteration 18Q: 3 clusters Score -671065.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -671078.187500 Penalty: 2801.183838
	Iteration 19Q: 3 clusters Score -671078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -671090.500000 Penalty: 2801.183838
	Iteration 20F: 3 clusters Score -671090.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -671105.812500 Penalty: 2801.183838
	Iteration 21Q: 3 clusters Score -671105.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -671120.875000 Penalty: 2801.183838
	Iteration 22Q: 3 clusters Score -671120.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -671145.687500 Penalty: 2801.183838
	Iteration 23Q: 3 clusters Score -671145.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -671164.812500 Penalty: 2801.183838
	Iteration 24Q: 3 clusters Score -671164.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -671189.812500 Penalty: 2801.183838
	Iteration 25Q: 3 clusters Score -671189.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -671212.437500 Penalty: 2801.183838
	Iteration 26Q: 3 clusters Score -671212.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -671229.062500 Penalty: 2801.183838
	Iteration 27Q: 3 clusters Score -671229.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -671242.312500 Penalty: 2801.183838
	Iteration 28Q: 3 clusters Score -671242.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -671251.937500 Penalty: 2801.183838
	Iteration 29Q: 3 clusters Score -671251.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -671264.437500 Penalty: 2801.183838
	Iteration 30Q: 3 clusters Score -671264.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -671274.750000 Penalty: 2801.183838
	Iteration 31Q: 3 clusters Score -671274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -671284.125000 Penalty: 2801.183838
	Iteration 32Q: 3 clusters Score -671284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -671288.125000 Penalty: 2801.183838
	Iteration 33Q: 3 clusters Score -671288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -671291.000000 Penalty: 2801.183838
	Iteration 34Q: 3 clusters Score -671291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -671294.562500 Penalty: 2801.183838
	Iteration 35Q: 3 clusters Score -671294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -671297.312500 Penalty: 2801.183838
	Iteration 36Q: 3 clusters Score -671297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -671297.500000 Penalty: 2801.183838
	Iteration 37Q: 3 clusters Score -671297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -671298.312500 Penalty: 2801.183838
	Iteration 38Q: 3 clusters Score -671298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -671300.250000 Penalty: 2801.183838
	Iteration 39Q: 3 clusters Score -671300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -671304.375000 Penalty: 2801.183838
	Iteration 40F: 3 clusters Score -671304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -671306.937500 Penalty: 2801.183838
	Iteration 41Q: 3 clusters Score -671306.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -671311.375000 Penalty: 2801.183838
	Iteration 42Q: 3 clusters Score -671311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -671316.125000 Penalty: 2801.183838
	Iteration 43Q: 3 clusters Score -671316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -671320.312500 Penalty: 2801.183838
	Iteration 44Q: 3 clusters Score -671320.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -671322.437500 Penalty: 2801.183838
	Iteration 45Q: 3 clusters Score -671322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -671325.187500 Penalty: 2801.183838
	Iteration 46Q: 3 clusters Score -671325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -671327.687500 Penalty: 2801.183838
	Iteration 47Q: 3 clusters Score -671327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -671328.062500 Penalty: 2801.183838
	Iteration 48Q: 3 clusters Score -671328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -671328.062500 Penalty: 2801.183838
	Iteration 49F: 3 clusters Score -671328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21532.744141 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21532.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21751.634766 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21751.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21804.218750 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -21804.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21812.433594 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21812.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21816.039062 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21816.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21816.039062 Penalty: 1783.904785
	Iteration 5F: 3 clusters Score -21816.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -334822.312500 Penalty: 1279.459595
	Iteration 0F: 2 clusters Score -334822.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -332314.781250 Penalty: 2558.919189
	Iteration 0F: 3 clusters Score -332314.8 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -332900.312500 Penalty: 2558.919189
	Iteration 1F: 3 clusters Score -332900.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -333061.343750 Penalty: 2558.919189
	Iteration 2F: 3 clusters Score -333061.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -333165.312500 Penalty: 2558.919189
	Iteration 3F: 3 clusters Score -333165.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -333252.968750 Penalty: 2558.919189
	Iteration 4Q: 3 clusters Score -333253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -333322.000000 Penalty: 2558.919189
	Iteration 5Q: 3 clusters Score -333322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -333395.187500 Penalty: 2558.919189
	Iteration 6Q: 3 clusters Score -333395.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -333465.281250 Penalty: 2558.919189
	Iteration 7Q: 3 clusters Score -333465.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -333524.437500 Penalty: 2558.919189
	Iteration 8Q: 3 clusters Score -333524.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -333564.593750 Penalty: 2558.919189
	Iteration 9Q: 3 clusters Score -333564.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -333584.875000 Penalty: 2558.919189
	Iteration 10Q: 3 clusters Score -333584.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -333604.031250 Penalty: 2558.919189
	Iteration 11Q: 3 clusters Score -333604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -333621.750000 Penalty: 2558.919189
	Iteration 12Q: 3 clusters Score -333621.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -333630.187500 Penalty: 2558.919189
	Iteration 13Q: 3 clusters Score -333630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -333637.343750 Penalty: 2558.919189
	Iteration 14Q: 3 clusters Score -333637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -333640.718750 Penalty: 2558.919189
	Iteration 15Q: 3 clusters Score -333640.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -333645.312500 Penalty: 2558.919189
	Iteration 16Q: 3 clusters Score -333645.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -333650.250000 Penalty: 2558.919189
	Iteration 17Q: 3 clusters Score -333650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -333656.031250 Penalty: 2558.919189
	Iteration 18Q: 3 clusters Score -333656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -333662.250000 Penalty: 2558.919189
	Iteration 19Q: 3 clusters Score -333662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -333669.406250 Penalty: 2558.919189
	Iteration 20F: 3 clusters Score -333669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -333678.750000 Penalty: 2558.919189
	Iteration 21Q: 3 clusters Score -333678.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -333688.937500 Penalty: 2558.919189
	Iteration 22Q: 3 clusters Score -333688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -333693.812500 Penalty: 2558.919189
	Iteration 23Q: 3 clusters Score -333693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -333697.687500 Penalty: 2558.919189
	Iteration 24Q: 3 clusters Score -333697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -333702.437500 Penalty: 2558.919189
	Iteration 25Q: 3 clusters Score -333702.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -333707.593750 Penalty: 2558.919189
	Iteration 26Q: 3 clusters Score -333707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -333710.562500 Penalty: 2558.919189
	Iteration 27Q: 3 clusters Score -333710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -333713.250000 Penalty: 2558.919189
	Iteration 28Q: 3 clusters Score -333713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -333718.031250 Penalty: 2558.919189
	Iteration 29Q: 3 clusters Score -333718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -333720.437500 Penalty: 2558.919189
	Iteration 30Q: 3 clusters Score -333720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -333719.812500 Penalty: 2558.919189
	Iteration 31Q: 3 clusters Score -333719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -333719.812500 Penalty: 2558.919189
	Iteration 32F: 3 clusters Score -333719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -160171.609375 Penalty: 1181.651855
	Iteration 0F: 2 clusters Score -160171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158447.718750 Penalty: 2363.303711
	Iteration 0F: 3 clusters Score -158447.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158839.281250 Penalty: 2363.303711
	Iteration 1F: 3 clusters Score -158839.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -158965.937500 Penalty: 2363.303711
	Iteration 2F: 3 clusters Score -158965.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159087.296875 Penalty: 2363.303711
	Iteration 3F: 3 clusters Score -159087.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159174.265625 Penalty: 2363.303711
	Iteration 4Q: 3 clusters Score -159174.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159233.656250 Penalty: 2363.303711
	Iteration 5Q: 3 clusters Score -159233.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159290.906250 Penalty: 2363.303711
	Iteration 6Q: 3 clusters Score -159290.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159349.843750 Penalty: 2363.303711
	Iteration 7Q: 3 clusters Score -159349.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159384.390625 Penalty: 2363.303711
	Iteration 8Q: 3 clusters Score -159384.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159415.843750 Penalty: 2363.303711
	Iteration 9Q: 3 clusters Score -159415.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159449.703125 Penalty: 2363.303711
	Iteration 10Q: 3 clusters Score -159449.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159479.703125 Penalty: 2363.303711
	Iteration 11Q: 3 clusters Score -159479.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159520.296875 Penalty: 2363.303711
	Iteration 12Q: 3 clusters Score -159520.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159560.531250 Penalty: 2363.303711
	Iteration 13Q: 3 clusters Score -159560.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -159608.171875 Penalty: 2363.303711
	Iteration 14Q: 3 clusters Score -159608.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159654.546875 Penalty: 2363.303711
	Iteration 15Q: 3 clusters Score -159654.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159708.890625 Penalty: 2363.303711
	Iteration 16Q: 3 clusters Score -159708.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159743.968750 Penalty: 2363.303711
	Iteration 17Q: 3 clusters Score -159744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159775.671875 Penalty: 2363.303711
	Iteration 18Q: 3 clusters Score -159775.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159797.937500 Penalty: 2363.303711
	Iteration 19Q: 3 clusters Score -159797.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159824.921875 Penalty: 2363.303711
	Iteration 20F: 3 clusters Score -159824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159851.359375 Penalty: 2363.303711
	Iteration 21Q: 3 clusters Score -159851.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159869.687500 Penalty: 2363.303711
	Iteration 22Q: 3 clusters Score -159869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159881.375000 Penalty: 2363.303711
	Iteration 23Q: 3 clusters Score -159881.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159890.578125 Penalty: 2363.303711
	Iteration 24Q: 3 clusters Score -159890.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159902.453125 Penalty: 2363.303711
	Iteration 25Q: 3 clusters Score -159902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159909.187500 Penalty: 2363.303711
	Iteration 26Q: 3 clusters Score -159909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159916.234375 Penalty: 2363.303711
	Iteration 27Q: 3 clusters Score -159916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159920.437500 Penalty: 2363.303711
	Iteration 28Q: 3 clusters Score -159920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159921.906250 Penalty: 2363.303711
	Iteration 29Q: 3 clusters Score -159921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159922.078125 Penalty: 2363.303711
	Iteration 30Q: 3 clusters Score -159922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159923.093750 Penalty: 2363.303711
	Iteration 31Q: 3 clusters Score -159923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159926.625000 Penalty: 2363.303711
	Iteration 32Q: 3 clusters Score -159926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159926.625000 Penalty: 2363.303711
	Iteration 33F: 3 clusters Score -159926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -1217420.500000 Penalty: 1480.692749
	Iteration 0F: 2 clusters Score -1217420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1210840.125000 Penalty: 2961.385498
	Iteration 0F: 3 clusters Score -1210840 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1212800.125000 Penalty: 2961.385498
	Iteration 1F: 3 clusters Score -1212800 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1213019.375000 Penalty: 2961.385498
	Iteration 2F: 3 clusters Score -1213019 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1213161.125000 Penalty: 2961.385498
	Iteration 3Q: 3 clusters Score -1213161 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1213267.250000 Penalty: 2961.385498
	Iteration 4Q: 3 clusters Score -1213267 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1213349.375000 Penalty: 2961.385498
	Iteration 5Q: 3 clusters Score -1213349 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1213421.250000 Penalty: 2961.385498
	Iteration 6Q: 3 clusters Score -1213421 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1213484.250000 Penalty: 2961.385498
	Iteration 7Q: 3 clusters Score -1213484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1213539.125000 Penalty: 2961.385498
	Iteration 8Q: 3 clusters Score -1213539 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1213620.375000 Penalty: 2961.385498
	Iteration 9Q: 3 clusters Score -1213620 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1213711.875000 Penalty: 2961.385498
	Iteration 10Q: 3 clusters Score -1213712 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1213807.750000 Penalty: 2961.385498
	Iteration 11Q: 3 clusters Score -1213808 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1213934.750000 Penalty: 2961.385498
	Iteration 12Q: 3 clusters Score -1213935 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1214094.875000 Penalty: 2961.385498
	Iteration 13Q: 3 clusters Score -1214095 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1214328.625000 Penalty: 2961.385498
	Iteration 14Q: 3 clusters Score -1214329 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1214629.000000 Penalty: 2961.385498
	Iteration 15Q: 3 clusters Score -1214629 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1214972.750000 Penalty: 2961.385498
	Iteration 16Q: 3 clusters Score -1214973 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1215320.375000 Penalty: 2961.385498
	Iteration 17Q: 3 clusters Score -1215320 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1215579.000000 Penalty: 2961.385498
	Iteration 18Q: 3 clusters Score -1215579 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1215743.125000 Penalty: 2961.385498
	Iteration 19Q: 3 clusters Score -1215743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1215869.875000 Penalty: 2961.385498
	Iteration 20F: 3 clusters Score -1215870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1215957.875000 Penalty: 2961.385498
	Iteration 21Q: 3 clusters Score -1215958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1216009.250000 Penalty: 2961.385498
	Iteration 22Q: 3 clusters Score -1216009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1216039.500000 Penalty: 2961.385498
	Iteration 23Q: 3 clusters Score -1216040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1216069.750000 Penalty: 2961.385498
	Iteration 24Q: 3 clusters Score -1216070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1216091.500000 Penalty: 2961.385498
	Iteration 25Q: 3 clusters Score -1216092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1216103.000000 Penalty: 2961.385498
	Iteration 26Q: 3 clusters Score -1216103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1216116.000000 Penalty: 2961.385498
	Iteration 27Q: 3 clusters Score -1216116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1216118.750000 Penalty: 2961.385498
	Iteration 28Q: 3 clusters Score -1216119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1216123.625000 Penalty: 2961.385498
	Iteration 29Q: 3 clusters Score -1216124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1216124.875000 Penalty: 2961.385498
	Iteration 30Q: 3 clusters Score -1216125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1216125.250000 Penalty: 2961.385498
	Iteration 31Q: 3 clusters Score -1216125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1216125.250000 Penalty: 2961.385498
	Iteration 32F: 3 clusters Score -1216125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -291929.843750 Penalty: 1257.291748
	Iteration 0F: 2 clusters Score -291929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289650.718750 Penalty: 2514.583496
	Iteration 0F: 3 clusters Score -289650.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -290162.281250 Penalty: 2514.583496
	Iteration 1F: 3 clusters Score -290162.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -290272.843750 Penalty: 2514.583496
	Iteration 2F: 3 clusters Score -290272.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -290348.437500 Penalty: 2514.583496
	Iteration 3Q: 3 clusters Score -290348.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290395.187500 Penalty: 2514.583496
	Iteration 4Q: 3 clusters Score -290395.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290440.875000 Penalty: 2514.583496
	Iteration 5Q: 3 clusters Score -290440.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -290478.906250 Penalty: 2514.583496
	Iteration 6Q: 3 clusters Score -290478.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -290509.687500 Penalty: 2514.583496
	Iteration 7Q: 3 clusters Score -290509.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -290532.625000 Penalty: 2514.583496
	Iteration 8Q: 3 clusters Score -290532.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -290557.906250 Penalty: 2514.583496
	Iteration 9Q: 3 clusters Score -290557.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -290577.062500 Penalty: 2514.583496
	Iteration 10Q: 3 clusters Score -290577.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -290589.406250 Penalty: 2514.583496
	Iteration 11Q: 3 clusters Score -290589.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -290603.375000 Penalty: 2514.583496
	Iteration 12Q: 3 clusters Score -290603.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -290617.625000 Penalty: 2514.583496
	Iteration 13Q: 3 clusters Score -290617.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -290630.531250 Penalty: 2514.583496
	Iteration 14Q: 3 clusters Score -290630.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -290640.468750 Penalty: 2514.583496
	Iteration 15Q: 3 clusters Score -290640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -290650.625000 Penalty: 2514.583496
	Iteration 16Q: 3 clusters Score -290650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290660.437500 Penalty: 2514.583496
	Iteration 17Q: 3 clusters Score -290660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -290667.031250 Penalty: 2514.583496
	Iteration 18Q: 3 clusters Score -290667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -290676.218750 Penalty: 2514.583496
	Iteration 19Q: 3 clusters Score -290676.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -290682.937500 Penalty: 2514.583496
	Iteration 20F: 3 clusters Score -290682.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -290688.625000 Penalty: 2514.583496
	Iteration 21Q: 3 clusters Score -290688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -290694.218750 Penalty: 2514.583496
	Iteration 22Q: 3 clusters Score -290694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -290697.343750 Penalty: 2514.583496
	Iteration 23Q: 3 clusters Score -290697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290699.093750 Penalty: 2514.583496
	Iteration 24Q: 3 clusters Score -290699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -290702.437500 Penalty: 2514.583496
	Iteration 25Q: 3 clusters Score -290702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -290706.125000 Penalty: 2514.583496
	Iteration 26Q: 3 clusters Score -290706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -290709.187500 Penalty: 2514.583496
	Iteration 27Q: 3 clusters Score -290709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -290713.906250 Penalty: 2514.583496
	Iteration 28Q: 3 clusters Score -290713.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -290718.531250 Penalty: 2514.583496
	Iteration 29Q: 3 clusters Score -290718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -290720.187500 Penalty: 2514.583496
	Iteration 30Q: 3 clusters Score -290720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -290722.062500 Penalty: 2514.583496
	Iteration 31Q: 3 clusters Score -290722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -290725.343750 Penalty: 2514.583496
	Iteration 32Q: 3 clusters Score -290725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -290727.000000 Penalty: 2514.583496
	Iteration 33Q: 3 clusters Score -290727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -290728.125000 Penalty: 2514.583496
	Iteration 34Q: 3 clusters Score -290728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -290728.562500 Penalty: 2514.583496
	Iteration 35Q: 3 clusters Score -290728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -290728.875000 Penalty: 2514.583496
	Iteration 36Q: 3 clusters Score -290728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -290729.562500 Penalty: 2514.583496
	Iteration 37Q: 3 clusters Score -290729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -290730.968750 Penalty: 2514.583496
	Iteration 38Q: 3 clusters Score -290731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -290732.375000 Penalty: 2514.583496
	Iteration 39Q: 3 clusters Score -290732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -290736.468750 Penalty: 2514.583496
	Iteration 40F: 3 clusters Score -290736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -290739.562500 Penalty: 2514.583496
	Iteration 41Q: 3 clusters Score -290739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -290742.812500 Penalty: 2514.583496
	Iteration 42Q: 3 clusters Score -290742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -290744.812500 Penalty: 2514.583496
	Iteration 43Q: 3 clusters Score -290744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -290747.468750 Penalty: 2514.583496
	Iteration 44Q: 3 clusters Score -290747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -290747.843750 Penalty: 2514.583496
	Iteration 45Q: 3 clusters Score -290747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -290748.718750 Penalty: 2514.583496
	Iteration 46Q: 3 clusters Score -290748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -290749.843750 Penalty: 2514.583496
	Iteration 47Q: 3 clusters Score -290749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -290750.468750 Penalty: 2514.583496
	Iteration 48Q: 3 clusters Score -290750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -290751.156250 Penalty: 2514.583496
	Iteration 49Q: 3 clusters Score -290751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -290751.156250 Penalty: 2514.583496
	Iteration 50F: 3 clusters Score -290751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Entering Unmasked Estep 
Score: -9782850.000000 Penalty: 1821.516235
	Iteration 0F: 2 clusters Score -9782850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -9735538.000000 Penalty: 3643.032471
	Iteration 0F: 3 clusters Score -9735538 nChanged 35094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -9755431.000000 Penalty: 3643.032471
	Iteration 1F: 3 clusters Score -9755431 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -9756005.000000 Penalty: 3643.032471
	Iteration 2Q: 3 clusters Score -9756005 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -9756551.000000 Penalty: 3643.032471
	Iteration 3Q: 3 clusters Score -9756551 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -9757185.000000 Penalty: 3643.032471
	Iteration 4Q: 3 clusters Score -9757185 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -9757964.000000 Penalty: 3643.032471
	Iteration 5Q: 3 clusters Score -9757964 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9759395.000000 Penalty: 3643.032471
	Iteration 6Q: 3 clusters Score -9759395 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -9761620.000000 Penalty: 3643.032471
	Iteration 7Q: 3 clusters Score -9761620 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -9765209.000000 Penalty: 3643.032471
	Iteration 8F: 3 clusters Score -9765209 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -9770580.000000 Penalty: 3643.032471
	Iteration 9F: 3 clusters Score -9770580 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -9774992.000000 Penalty: 3643.032471
	Iteration 10F: 3 clusters Score -9774992 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -9777629.000000 Penalty: 3643.032471
	Iteration 11Q: 3 clusters Score -9777629 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -9779218.000000 Penalty: 3643.032471
	Iteration 12Q: 3 clusters Score -9779218 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -9780386.000000 Penalty: 3643.032471
	Iteration 13Q: 3 clusters Score -9780386 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -9781079.000000 Penalty: 3643.032471
	Iteration 14Q: 3 clusters Score -9781079 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -9781364.000000 Penalty: 3643.032471
	Iteration 15Q: 3 clusters Score -9781364 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -9781564.000000 Penalty: 3643.032471
	Iteration 16Q: 3 clusters Score -9781564 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9781702.000000 Penalty: 3643.032471
	Iteration 17Q: 3 clusters Score -9781702 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -9781748.000000 Penalty: 3643.032471
	Iteration 18Q: 3 clusters Score -9781748 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -9781760.000000 Penalty: 3643.032471
	Iteration 19Q: 3 clusters Score -9781760 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -9781792.000000 Penalty: 3643.032471
	Iteration 20F: 3 clusters Score -9781792 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -9781822.000000 Penalty: 3643.032471
	Iteration 21Q: 3 clusters Score -9781822 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -9781844.000000 Penalty: 3643.032471
	Iteration 22Q: 3 clusters Score -9781844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -9781836.000000 Penalty: 3643.032471
	Iteration 23Q: 3 clusters Score -9781836 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -9781849.000000 Penalty: 3643.032471
	Iteration 24Q: 3 clusters Score -9781849 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -9781857.000000 Penalty: 3643.032471
	Iteration 25Q: 3 clusters Score -9781857 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -9781866.000000 Penalty: 3643.032471
	Iteration 26Q: 3 clusters Score -9781866 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -9781858.000000 Penalty: 3643.032471
	Iteration 27Q: 3 clusters Score -9781858 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -9781869.000000 Penalty: 3643.032471
	Iteration 28Q: 3 clusters Score -9781869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -9781877.000000 Penalty: 3643.032471
	Iteration 29Q: 3 clusters Score -9781877 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -9781881.000000 Penalty: 3643.032471
	Iteration 30Q: 3 clusters Score -9781881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -9781864.000000 Penalty: 3643.032471
	Iteration 31Q: 3 clusters Score -9781864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -9781853.000000 Penalty: 3643.032471
	Iteration 32Q: 3 clusters Score -9781853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -9781863.000000 Penalty: 3643.032471
	Iteration 33Q: 3 clusters Score -9781863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -9781866.000000 Penalty: 3643.032471
	Iteration 34Q: 3 clusters Score -9781866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -9781849.000000 Penalty: 3643.032471
	Iteration 35Q: 3 clusters Score -9781849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -9781833.000000 Penalty: 3643.032471
	Iteration 36Q: 3 clusters Score -9781833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -9781835.000000 Penalty: 3643.032471
	Iteration 37Q: 3 clusters Score -9781835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -9781846.000000 Penalty: 3643.032471
	Iteration 38Q: 3 clusters Score -9781846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -9781858.000000 Penalty: 3643.032471
	Iteration 39Q: 3 clusters Score -9781858 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -9781845.000000 Penalty: 3643.032471
	Iteration 40F: 3 clusters Score -9781845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -9781847.000000 Penalty: 3643.032471
	Iteration 41Q: 3 clusters Score -9781847 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -9781868.000000 Penalty: 3643.032471
	Iteration 42Q: 3 clusters Score -9781868 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -9781845.000000 Penalty: 3643.032471
	Iteration 43Q: 3 clusters Score -9781845 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -9781886.000000 Penalty: 3643.032471
	Iteration 44Q: 3 clusters Score -9781886 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -9781893.000000 Penalty: 3643.032471
	Iteration 45Q: 3 clusters Score -9781893 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -9781878.000000 Penalty: 3643.032471
	Iteration 46Q: 3 clusters Score -9781878 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -9781867.000000 Penalty: 3643.032471
	Iteration 47Q: 3 clusters Score -9781867 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -9781903.000000 Penalty: 3643.032471
	Iteration 48Q: 3 clusters Score -9781903 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -9781914.000000 Penalty: 3643.032471
	Iteration 49Q: 3 clusters Score -9781914 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -9781918.000000 Penalty: 3643.032471
	Iteration 50Q: 3 clusters Score -9781918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -9781935.000000 Penalty: 3643.032471
	Iteration 51Q: 3 clusters Score -9781935 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -9781950.000000 Penalty: 3643.032471
	Iteration 52Q: 3 clusters Score -9781950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -9781946.000000 Penalty: 3643.032471
	Iteration 53Q: 3 clusters Score -9781946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -9781958.000000 Penalty: 3643.032471
	Iteration 54Q: 3 clusters Score -9781958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -9781954.000000 Penalty: 3643.032471
	Iteration 55Q: 3 clusters Score -9781954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -9781954.000000 Penalty: 3643.032471
	Iteration 56Q: 3 clusters Score -9781954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -9781946.000000 Penalty: 3643.032471
	Iteration 57Q: 3 clusters Score -9781946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -9781931.000000 Penalty: 3643.032471
	Iteration 58Q: 3 clusters Score -9781931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -9781950.000000 Penalty: 3643.032471
	Iteration 59Q: 3 clusters Score -9781950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -9781951.000000 Penalty: 3643.032471
	Iteration 60F: 3 clusters Score -9781951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -9781952.000000 Penalty: 3643.032471
	Iteration 61Q: 3 clusters Score -9781952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -9781950.000000 Penalty: 3643.032471
	Iteration 62Q: 3 clusters Score -9781950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -9781954.000000 Penalty: 3643.032471
	Iteration 63Q: 3 clusters Score -9781954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -9781948.000000 Penalty: 3643.032471
	Iteration 64Q: 3 clusters Score -9781948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9781944.000000 Penalty: 3643.032471
	Iteration 65Q: 3 clusters Score -9781944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -9781956.000000 Penalty: 3643.032471
	Iteration 66Q: 3 clusters Score -9781956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -9781944.000000 Penalty: 3643.032471
	Iteration 67Q: 3 clusters Score -9781944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -9781950.000000 Penalty: 3643.032471
	Iteration 68Q: 3 clusters Score -9781950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -9781959.000000 Penalty: 3643.032471
	Iteration 69Q: 3 clusters Score -9781959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9781959.000000 Penalty: 3643.032471
	Iteration 70Q: 3 clusters Score -9781959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9781945.000000 Penalty: 3643.032471
	Iteration 71Q: 3 clusters Score -9781945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -9781945.000000 Penalty: 3643.032471
	Iteration 72Q: 3 clusters Score -9781945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -9781950.000000 Penalty: 3643.032471
	Iteration 73Q: 3 clusters Score -9781950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9781949.000000 Penalty: 3643.032471
	Iteration 74Q: 3 clusters Score -9781949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -9781941.000000 Penalty: 3643.032471
	Iteration 75Q: 3 clusters Score -9781941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -9781948.000000 Penalty: 3643.032471
	Iteration 76Q: 3 clusters Score -9781948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -9781958.000000 Penalty: 3643.032471
	Iteration 77Q: 3 clusters Score -9781958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -9781949.000000 Penalty: 3643.032471
	Iteration 78Q: 3 clusters Score -9781949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9781949.000000 Penalty: 3643.032471
	Iteration 79Q: 3 clusters Score -9781949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9781949.000000 Penalty: 3643.032471
	Iteration 80F: 3 clusters Score -9781949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -230406.453125 Penalty: 1220.889038
	Iteration 0F: 2 clusters Score -230406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -228406.281250 Penalty: 2441.778076
	Iteration 0F: 3 clusters Score -228406.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228877.265625 Penalty: 2441.778076
	Iteration 1F: 3 clusters Score -228877.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229044.046875 Penalty: 2441.778076
	Iteration 2F: 3 clusters Score -229044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -229140.343750 Penalty: 2441.778076
	Iteration 3F: 3 clusters Score -229140.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229210.046875 Penalty: 2441.778076
	Iteration 4Q: 3 clusters Score -229210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -229257.390625 Penalty: 2441.778076
	Iteration 5Q: 3 clusters Score -229257.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -229283.828125 Penalty: 2441.778076
	Iteration 6Q: 3 clusters Score -229283.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229305.015625 Penalty: 2441.778076
	Iteration 7Q: 3 clusters Score -229305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -229327.234375 Penalty: 2441.778076
	Iteration 8Q: 3 clusters Score -229327.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -229358.359375 Penalty: 2441.778076
	Iteration 9Q: 3 clusters Score -229358.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -229390.562500 Penalty: 2441.778076
	Iteration 10Q: 3 clusters Score -229390.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229413.812500 Penalty: 2441.778076
	Iteration 11Q: 3 clusters Score -229413.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229436.984375 Penalty: 2441.778076
	Iteration 12Q: 3 clusters Score -229437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -229457.062500 Penalty: 2441.778076
	Iteration 13Q: 3 clusters Score -229457.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -229471.859375 Penalty: 2441.778076
	Iteration 14Q: 3 clusters Score -229471.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -229489.015625 Penalty: 2441.778076
	Iteration 15Q: 3 clusters Score -229489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -229499.468750 Penalty: 2441.778076
	Iteration 16Q: 3 clusters Score -229499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -229505.406250 Penalty: 2441.778076
	Iteration 17Q: 3 clusters Score -229505.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229508.390625 Penalty: 2441.778076
	Iteration 18Q: 3 clusters Score -229508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -229509.468750 Penalty: 2441.778076
	Iteration 19Q: 3 clusters Score -229509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -229509.468750 Penalty: 2441.778076
	Iteration 20F: 3 clusters Score -229509.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Entering Unmasked Estep 
Score: -7768178.500000 Penalty: 1783.632690
	Iteration 0F: 2 clusters Score -7768178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -7729189.500000 Penalty: 3567.265381
	Iteration 0F: 3 clusters Score -7729190 nChanged 27706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -7744948.000000 Penalty: 3567.265381
	Iteration 1F: 3 clusters Score -7744948 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -7745438.000000 Penalty: 3567.265381
	Iteration 2Q: 3 clusters Score -7745438 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7746048.500000 Penalty: 3567.265381
	Iteration 3Q: 3 clusters Score -7746048 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -7746842.500000 Penalty: 3567.265381
	Iteration 4Q: 3 clusters Score -7746842 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -7748204.000000 Penalty: 3567.265381
	Iteration 5Q: 3 clusters Score -7748204 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -7750292.000000 Penalty: 3567.265381
	Iteration 6F: 3 clusters Score -7750292 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -7753502.500000 Penalty: 3567.265381
	Iteration 7F: 3 clusters Score -7753502 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -7757353.500000 Penalty: 3567.265381
	Iteration 8F: 3 clusters Score -7757354 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -7760803.000000 Penalty: 3567.265381
	Iteration 9F: 3 clusters Score -7760803 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -7763327.000000 Penalty: 3567.265381
	Iteration 10Q: 3 clusters Score -7763327 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7764923.500000 Penalty: 3567.265381
	Iteration 11Q: 3 clusters Score -7764924 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -7765822.500000 Penalty: 3567.265381
	Iteration 12Q: 3 clusters Score -7765822 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -7766266.500000 Penalty: 3567.265381
	Iteration 13Q: 3 clusters Score -7766266 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -7766450.500000 Penalty: 3567.265381
	Iteration 14Q: 3 clusters Score -7766450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -7766537.000000 Penalty: 3567.265381
	Iteration 15Q: 3 clusters Score -7766537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -7766589.500000 Penalty: 3567.265381
	Iteration 16Q: 3 clusters Score -7766590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7766601.500000 Penalty: 3567.265381
	Iteration 17Q: 3 clusters Score -7766602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -7766616.500000 Penalty: 3567.265381
	Iteration 18Q: 3 clusters Score -7766616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -7766648.000000 Penalty: 3567.265381
	Iteration 19Q: 3 clusters Score -7766648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7766648.500000 Penalty: 3567.265381
	Iteration 20F: 3 clusters Score -7766648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7766653.000000 Penalty: 3567.265381
	Iteration 21Q: 3 clusters Score -7766653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -7766651.500000 Penalty: 3567.265381
	Iteration 22Q: 3 clusters Score -7766652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -7766663.000000 Penalty: 3567.265381
	Iteration 23Q: 3 clusters Score -7766663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -7766665.500000 Penalty: 3567.265381
	Iteration 24Q: 3 clusters Score -7766666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -7766674.000000 Penalty: 3567.265381
	Iteration 25Q: 3 clusters Score -7766674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -7766667.000000 Penalty: 3567.265381
	Iteration 26Q: 3 clusters Score -7766667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -7766665.500000 Penalty: 3567.265381
	Iteration 27Q: 3 clusters Score -7766666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -7766669.000000 Penalty: 3567.265381
	Iteration 28Q: 3 clusters Score -7766669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -7766671.000000 Penalty: 3567.265381
	Iteration 29Q: 3 clusters Score -7766671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -7766669.000000 Penalty: 3567.265381
	Iteration 30Q: 3 clusters Score -7766669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -7766669.000000 Penalty: 3567.265381
	Iteration 31F: 3 clusters Score -7766669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (84195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Entering Unmasked Estep 
Score: -11125799.000000 Penalty: 1842.894775
	Iteration 0F: 2 clusters Score -1.11258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -11075062.000000 Penalty: 3685.789551
	Iteration 0F: 3 clusters Score -1.107506e+07 nChanged 40014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -11097974.000000 Penalty: 3685.789551
	Iteration 1F: 3 clusters Score -1.109797e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -11098772.000000 Penalty: 3685.789551
	Iteration 2Q: 3 clusters Score -1.109877e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -11099842.000000 Penalty: 3685.789551
	Iteration 3Q: 3 clusters Score -1.109984e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -11101670.000000 Penalty: 3685.789551
	Iteration 4Q: 3 clusters Score -1.110167e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -11104313.000000 Penalty: 3685.789551
	Iteration 5F: 3 clusters Score -1.110431e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -11107739.000000 Penalty: 3685.789551
	Iteration 6F: 3 clusters Score -1.110774e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -11111797.000000 Penalty: 3685.789551
	Iteration 7F: 3 clusters Score -1.11118e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -11115169.000000 Penalty: 3685.789551
	Iteration 8F: 3 clusters Score -1.111517e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -11118152.000000 Penalty: 3685.789551
	Iteration 9F: 3 clusters Score -1.111815e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -11120562.000000 Penalty: 3685.789551
	Iteration 10Q: 3 clusters Score -1.112056e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -11122274.000000 Penalty: 3685.789551
	Iteration 11Q: 3 clusters Score -1.112227e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11123336.000000 Penalty: 3685.789551
	Iteration 12Q: 3 clusters Score -1.112334e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11123740.000000 Penalty: 3685.789551
	Iteration 13Q: 3 clusters Score -1.112374e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11123971.000000 Penalty: 3685.789551
	Iteration 14Q: 3 clusters Score -1.112397e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11124074.000000 Penalty: 3685.789551
	Iteration 15Q: 3 clusters Score -1.112407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11124138.000000 Penalty: 3685.789551
	Iteration 16Q: 3 clusters Score -1.112414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11124182.000000 Penalty: 3685.789551
	Iteration 17Q: 3 clusters Score -1.112418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11124196.000000 Penalty: 3685.789551
	Iteration 18Q: 3 clusters Score -1.11242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11124208.000000 Penalty: 3685.789551
	Iteration 19Q: 3 clusters Score -1.112421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11124219.000000 Penalty: 3685.789551
	Iteration 20F: 3 clusters Score -1.112422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11124234.000000 Penalty: 3685.789551
	Iteration 21Q: 3 clusters Score -1.112423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11124230.000000 Penalty: 3685.789551
	Iteration 22Q: 3 clusters Score -1.112423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11124230.000000 Penalty: 3685.789551
	Iteration 23F: 3 clusters Score -1.112423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Entering Unmasked Estep 
Score: -1748847.625000 Penalty: 1548.665283
	Iteration 0F: 2 clusters Score -1748848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1739197.875000 Penalty: 3097.330566
	Iteration 0F: 3 clusters Score -1739198 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1742548.750000 Penalty: 3097.330566
	Iteration 1F: 3 clusters Score -1742549 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1742950.000000 Penalty: 3097.330566
	Iteration 2F: 3 clusters Score -1742950 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1743339.125000 Penalty: 3097.330566
	Iteration 3F: 3 clusters Score -1743339 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1743705.500000 Penalty: 3097.330566
	Iteration 4F: 3 clusters Score -1743706 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1744027.000000 Penalty: 3097.330566
	Iteration 5Q: 3 clusters Score -1744027 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1744339.625000 Penalty: 3097.330566
	Iteration 6Q: 3 clusters Score -1744340 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1744631.125000 Penalty: 3097.330566
	Iteration 7Q: 3 clusters Score -1744631 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1744895.125000 Penalty: 3097.330566
	Iteration 8Q: 3 clusters Score -1744895 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1745178.500000 Penalty: 3097.330566
	Iteration 9Q: 3 clusters Score -1745178 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1745445.875000 Penalty: 3097.330566
	Iteration 10Q: 3 clusters Score -1745446 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1745723.500000 Penalty: 3097.330566
	Iteration 11Q: 3 clusters Score -1745724 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1746020.500000 Penalty: 3097.330566
	Iteration 12Q: 3 clusters Score -1746020 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1746336.625000 Penalty: 3097.330566
	Iteration 13Q: 3 clusters Score -1746337 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1746600.625000 Penalty: 3097.330566
	Iteration 14Q: 3 clusters Score -1746601 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1746831.750000 Penalty: 3097.330566
	Iteration 15Q: 3 clusters Score -1746832 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1747010.125000 Penalty: 3097.330566
	Iteration 16Q: 3 clusters Score -1747010 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1747152.750000 Penalty: 3097.330566
	Iteration 17Q: 3 clusters Score -1747153 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1747248.000000 Penalty: 3097.330566
	Iteration 18Q: 3 clusters Score -1747248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1747344.875000 Penalty: 3097.330566
	Iteration 19Q: 3 clusters Score -1747345 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1747414.875000 Penalty: 3097.330566
	Iteration 20F: 3 clusters Score -1747415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1747455.250000 Penalty: 3097.330566
	Iteration 21Q: 3 clusters Score -1747455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1747489.625000 Penalty: 3097.330566
	Iteration 22Q: 3 clusters Score -1747490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1747513.125000 Penalty: 3097.330566
	Iteration 23Q: 3 clusters Score -1747513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1747526.625000 Penalty: 3097.330566
	Iteration 24Q: 3 clusters Score -1747527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1747539.875000 Penalty: 3097.330566
	Iteration 25Q: 3 clusters Score -1747540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1747539.375000 Penalty: 3097.330566
	Iteration 26Q: 3 clusters Score -1747539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1747544.625000 Penalty: 3097.330566
	Iteration 27Q: 3 clusters Score -1747545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1747545.750000 Penalty: 3097.330566
	Iteration 28Q: 3 clusters Score -1747546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1747546.250000 Penalty: 3097.330566
	Iteration 29Q: 3 clusters Score -1747546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1747548.625000 Penalty: 3097.330566
	Iteration 30Q: 3 clusters Score -1747549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1747551.750000 Penalty: 3097.330566
	Iteration 31Q: 3 clusters Score -1747552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1747550.500000 Penalty: 3097.330566
	Iteration 32Q: 3 clusters Score -1747550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1747553.000000 Penalty: 3097.330566
	Iteration 33Q: 3 clusters Score -1747553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1747554.875000 Penalty: 3097.330566
	Iteration 34Q: 3 clusters Score -1747555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1747557.500000 Penalty: 3097.330566
	Iteration 35Q: 3 clusters Score -1747558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1747555.625000 Penalty: 3097.330566
	Iteration 36Q: 3 clusters Score -1747556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1747557.625000 Penalty: 3097.330566
	Iteration 37Q: 3 clusters Score -1747558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1747559.625000 Penalty: 3097.330566
	Iteration 38Q: 3 clusters Score -1747560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1747561.125000 Penalty: 3097.330566
	Iteration 39Q: 3 clusters Score -1747561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1747561.000000 Penalty: 3097.330566
	Iteration 40F: 3 clusters Score -1747561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1747561.000000 Penalty: 3097.330566
	Iteration 41Q: 3 clusters Score -1747561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1747566.875000 Penalty: 3097.330566
	Iteration 42Q: 3 clusters Score -1747567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1747565.250000 Penalty: 3097.330566
	Iteration 43Q: 3 clusters Score -1747565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1747568.000000 Penalty: 3097.330566
	Iteration 44Q: 3 clusters Score -1747568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1747572.125000 Penalty: 3097.330566
	Iteration 45Q: 3 clusters Score -1747572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1747572.875000 Penalty: 3097.330566
	Iteration 46Q: 3 clusters Score -1747573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1747575.625000 Penalty: 3097.330566
	Iteration 47Q: 3 clusters Score -1747576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1747576.000000 Penalty: 3097.330566
	Iteration 48Q: 3 clusters Score -1747576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1747576.250000 Penalty: 3097.330566
	Iteration 49Q: 3 clusters Score -1747576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1747576.125000 Penalty: 3097.330566
	Iteration 50Q: 3 clusters Score -1747576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1747576.125000 Penalty: 3097.330566
	Iteration 51F: 3 clusters Score -1747576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -192941.906250 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -192941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -191062.406250 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -191062.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191542.046875 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -191542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -191715.859375 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -191715.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -191864.140625 Penalty: 2417.092041
	Iteration 3F: 3 clusters Score -191864.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -191976.468750 Penalty: 2417.092041
	Iteration 4F: 3 clusters Score -191976.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -192074.734375 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -192074.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -192159.703125 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -192159.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -192209.343750 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -192209.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -192243.203125 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -192243.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -192293.875000 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -192293.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -192331.390625 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -192331.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -192355.531250 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -192355.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -192374.265625 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -192374.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -192388.750000 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -192388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -192402.515625 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -192402.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -192412.125000 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -192412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -192418.796875 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -192418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -192421.343750 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -192421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -192423.125000 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -192423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -192423.125000 Penalty: 2417.092041
	Iteration 19F: 3 clusters Score -192423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9179.021484 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9179.021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9242.015625 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9242.016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9275.331055 Penalty: 1550.472534
	Iteration 2Q: 3 clusters Score -9275.331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -9293.876953 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9293.877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -9312.946289 Penalty: 1550.472534
	Iteration 4Q: 3 clusters Score -9312.946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -9461.247070 Penalty: 1550.472534
	Iteration 5Q: 3 clusters Score -9461.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -9461.247070 Penalty: 1550.472534
	Iteration 6F: 3 clusters Score -9461.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Entering Unmasked Estep 
Score: -9401696.000000 Penalty: 1821.276123
	Iteration 0F: 2 clusters Score -9401696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -9352633.000000 Penalty: 3642.552246
	Iteration 0F: 3 clusters Score -9352633 nChanged 34905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -9372795.000000 Penalty: 3642.552246
	Iteration 1F: 3 clusters Score -9372795 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -9373704.000000 Penalty: 3642.552246
	Iteration 2Q: 3 clusters Score -9373704 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -9374872.000000 Penalty: 3642.552246
	Iteration 3Q: 3 clusters Score -9374872 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -9376458.000000 Penalty: 3642.552246
	Iteration 4Q: 3 clusters Score -9376458 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -9378571.000000 Penalty: 3642.552246
	Iteration 5F: 3 clusters Score -9378571 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -9381403.000000 Penalty: 3642.552246
	Iteration 6F: 3 clusters Score -9381403 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -9384709.000000 Penalty: 3642.552246
	Iteration 7F: 3 clusters Score -9384709 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -9387681.000000 Penalty: 3642.552246
	Iteration 8F: 3 clusters Score -9387681 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -9389212.000000 Penalty: 3642.552246
	Iteration 9Q: 3 clusters Score -9389212 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -9389929.000000 Penalty: 3642.552246
	Iteration 10Q: 3 clusters Score -9389929 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -9390248.000000 Penalty: 3642.552246
	Iteration 11Q: 3 clusters Score -9390248 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9390389.000000 Penalty: 3642.552246
	Iteration 12Q: 3 clusters Score -9390389 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -9390553.000000 Penalty: 3642.552246
	Iteration 13Q: 3 clusters Score -9390553 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -9390634.000000 Penalty: 3642.552246
	Iteration 14Q: 3 clusters Score -9390634 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -9390712.000000 Penalty: 3642.552246
	Iteration 15Q: 3 clusters Score -9390712 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -9390786.000000 Penalty: 3642.552246
	Iteration 16Q: 3 clusters Score -9390786 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -9390839.000000 Penalty: 3642.552246
	Iteration 17Q: 3 clusters Score -9390839 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -9390894.000000 Penalty: 3642.552246
	Iteration 18Q: 3 clusters Score -9390894 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -9390942.000000 Penalty: 3642.552246
	Iteration 19Q: 3 clusters Score -9390942 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -9391023.000000 Penalty: 3642.552246
	Iteration 20F: 3 clusters Score -9391023 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -9391083.000000 Penalty: 3642.552246
	Iteration 21Q: 3 clusters Score -9391083 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -9391085.000000 Penalty: 3642.552246
	Iteration 22Q: 3 clusters Score -9391085 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -9391120.000000 Penalty: 3642.552246
	Iteration 23Q: 3 clusters Score -9391120 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -9391142.000000 Penalty: 3642.552246
	Iteration 24Q: 3 clusters Score -9391142 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -9391164.000000 Penalty: 3642.552246
	Iteration 25Q: 3 clusters Score -9391164 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -9391227.000000 Penalty: 3642.552246
	Iteration 26Q: 3 clusters Score -9391227 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -9391261.000000 Penalty: 3642.552246
	Iteration 27Q: 3 clusters Score -9391261 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -9391267.000000 Penalty: 3642.552246
	Iteration 28Q: 3 clusters Score -9391267 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -9391308.000000 Penalty: 3642.552246
	Iteration 29Q: 3 clusters Score -9391308 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -9391286.000000 Penalty: 3642.552246
	Iteration 30Q: 3 clusters Score -9391286 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -9391301.000000 Penalty: 3642.552246
	Iteration 31Q: 3 clusters Score -9391301 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -9391349.000000 Penalty: 3642.552246
	Iteration 32Q: 3 clusters Score -9391349 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -9391370.000000 Penalty: 3642.552246
	Iteration 33Q: 3 clusters Score -9391370 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -9391409.000000 Penalty: 3642.552246
	Iteration 34Q: 3 clusters Score -9391409 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9391464.000000 Penalty: 3642.552246
	Iteration 35Q: 3 clusters Score -9391464 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -9391511.000000 Penalty: 3642.552246
	Iteration 36Q: 3 clusters Score -9391511 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -9391530.000000 Penalty: 3642.552246
	Iteration 37Q: 3 clusters Score -9391530 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -9391566.000000 Penalty: 3642.552246
	Iteration 38Q: 3 clusters Score -9391566 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -9391626.000000 Penalty: 3642.552246
	Iteration 39Q: 3 clusters Score -9391626 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -9391687.000000 Penalty: 3642.552246
	Iteration 40F: 3 clusters Score -9391687 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -9391741.000000 Penalty: 3642.552246
	Iteration 41Q: 3 clusters Score -9391741 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -9391808.000000 Penalty: 3642.552246
	Iteration 42Q: 3 clusters Score -9391808 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9391863.000000 Penalty: 3642.552246
	Iteration 43Q: 3 clusters Score -9391863 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -9391971.000000 Penalty: 3642.552246
	Iteration 44Q: 3 clusters Score -9391971 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -9392041.000000 Penalty: 3642.552246
	Iteration 45Q: 3 clusters Score -9392041 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -9392074.000000 Penalty: 3642.552246
	Iteration 46Q: 3 clusters Score -9392074 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -9392174.000000 Penalty: 3642.552246
	Iteration 47Q: 3 clusters Score -9392174 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -9392299.000000 Penalty: 3642.552246
	Iteration 48Q: 3 clusters Score -9392299 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -9392446.000000 Penalty: 3642.552246
	Iteration 49Q: 3 clusters Score -9392446 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -9392534.000000 Penalty: 3642.552246
	Iteration 50Q: 3 clusters Score -9392534 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -9392629.000000 Penalty: 3642.552246
	Iteration 51Q: 3 clusters Score -9392629 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -9392714.000000 Penalty: 3642.552246
	Iteration 52Q: 3 clusters Score -9392714 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -9392897.000000 Penalty: 3642.552246
	Iteration 53Q: 3 clusters Score -9392897 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -9393048.000000 Penalty: 3642.552246
	Iteration 54Q: 3 clusters Score -9393048 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -9393237.000000 Penalty: 3642.552246
	Iteration 55Q: 3 clusters Score -9393237 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -9393374.000000 Penalty: 3642.552246
	Iteration 56Q: 3 clusters Score -9393374 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -9393565.000000 Penalty: 3642.552246
	Iteration 57Q: 3 clusters Score -9393565 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -9393711.000000 Penalty: 3642.552246
	Iteration 58Q: 3 clusters Score -9393711 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -9393879.000000 Penalty: 3642.552246
	Iteration 59Q: 3 clusters Score -9393879 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9394047.000000 Penalty: 3642.552246
	Iteration 60F: 3 clusters Score -9394047 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -9394270.000000 Penalty: 3642.552246
	Iteration 61Q: 3 clusters Score -9394270 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9394464.000000 Penalty: 3642.552246
	Iteration 62Q: 3 clusters Score -9394464 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -9394703.000000 Penalty: 3642.552246
	Iteration 63Q: 3 clusters Score -9394703 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -9394889.000000 Penalty: 3642.552246
	Iteration 64Q: 3 clusters Score -9394889 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -9395098.000000 Penalty: 3642.552246
	Iteration 65Q: 3 clusters Score -9395098 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -9395295.000000 Penalty: 3642.552246
	Iteration 66Q: 3 clusters Score -9395295 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -9395528.000000 Penalty: 3642.552246
	Iteration 67Q: 3 clusters Score -9395528 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -9395705.000000 Penalty: 3642.552246
	Iteration 68Q: 3 clusters Score -9395705 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -9395940.000000 Penalty: 3642.552246
	Iteration 69Q: 3 clusters Score -9395940 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9396074 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9396314 nChanged 662
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9396502 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9396648 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9396777 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9396940 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9397011 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9397154 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9397248 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9397371 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9397527 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9397672 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9397808 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9397876 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9397973 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9398082 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9398155 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -9398234.000000 Penalty: 3642.552246
	Iteration 87Q: 3 clusters Score -9398234 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9398340 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9398451 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -9398561.000000 Penalty: 3642.552246
	Iteration 90Q: 3 clusters Score -9398561 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -9398656.000000 Penalty: 3642.552246
	Iteration 91Q: 3 clusters Score -9398656 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -9398723.000000 Penalty: 3642.552246
	Iteration 92Q: 3 clusters Score -9398723 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9398767 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9398872 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9398945 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9398979 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9399064 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9399146 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -9399193.000000 Penalty: 3642.552246
	Iteration 99Q: 3 clusters Score -9399193 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -9399280.000000 Penalty: 3642.552246
	Iteration 100F: 3 clusters Score -9399280 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -9399342.000000 Penalty: 3642.552246
	Iteration 101Q: 3 clusters Score -9399342 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9399400 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9399478 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9399583 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9399650 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9399741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9399780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9399851 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -9399889.000000 Penalty: 3642.552246
	Iteration 109Q: 3 clusters Score -9399889 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -9399942.000000 Penalty: 3642.552246
	Iteration 110Q: 3 clusters Score -9399942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9399964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -9400014.000000 Penalty: 3642.552246
	Iteration 112Q: 3 clusters Score -9400014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -9400023.000000 Penalty: 3642.552246
	Iteration 113Q: 3 clusters Score -9400023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -9400055.000000 Penalty: 3642.552246
	Iteration 114Q: 3 clusters Score -9400055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -9400089.000000 Penalty: 3642.552246
	Iteration 115Q: 3 clusters Score -9400089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -9400092.000000 Penalty: 3642.552246
	Iteration 116Q: 3 clusters Score -9400092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9400092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -9400106.000000 Penalty: 3642.552246
	Iteration 118Q: 3 clusters Score -9400106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -9400112.000000 Penalty: 3642.552246
	Iteration 119Q: 3 clusters Score -9400112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -9400108.000000 Penalty: 3642.552246
	Iteration 120F: 3 clusters Score -9400108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9400112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -9400125.000000 Penalty: 3642.552246
	Iteration 122Q: 3 clusters Score -9400125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -9400130.000000 Penalty: 3642.552246
	Iteration 123Q: 3 clusters Score -9400130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -9400146.000000 Penalty: 3642.552246
	Iteration 124Q: 3 clusters Score -9400146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -9400147.000000 Penalty: 3642.552246
	Iteration 125Q: 3 clusters Score -9400147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -9400155.000000 Penalty: 3642.552246
	Iteration 126Q: 3 clusters Score -9400155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9400144.000000 Penalty: 3642.552246
	Iteration 127Q: 3 clusters Score -9400144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -9400145.000000 Penalty: 3642.552246
	Iteration 128Q: 3 clusters Score -9400145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -9400141.000000 Penalty: 3642.552246
	Iteration 129Q: 3 clusters Score -9400141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -9400140.000000 Penalty: 3642.552246
	Iteration 130Q: 3 clusters Score -9400140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -9400139.000000 Penalty: 3642.552246
	Iteration 131Q: 3 clusters Score -9400139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -9400142.000000 Penalty: 3642.552246
	Iteration 132Q: 3 clusters Score -9400142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -9400141.000000 Penalty: 3642.552246
	Iteration 133Q: 3 clusters Score -9400141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -9400139.000000 Penalty: 3642.552246
	Iteration 134Q: 3 clusters Score -9400139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -9400147.000000 Penalty: 3642.552246
	Iteration 135Q: 3 clusters Score -9400147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -9400146.000000 Penalty: 3642.552246
	Iteration 136Q: 3 clusters Score -9400146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -9400149.000000 Penalty: 3642.552246
	Iteration 137Q: 3 clusters Score -9400149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -9400147.000000 Penalty: 3642.552246
	Iteration 138Q: 3 clusters Score -9400147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -9400153.000000 Penalty: 3642.552246
	Iteration 139Q: 3 clusters Score -9400153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -9400155.000000 Penalty: 3642.552246
	Iteration 140F: 3 clusters Score -9400155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -9400158.000000 Penalty: 3642.552246
	Iteration 141Q: 3 clusters Score -9400158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -9400156.000000 Penalty: 3642.552246
	Iteration 142Q: 3 clusters Score -9400156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -9400164.000000 Penalty: 3642.552246
	Iteration 143Q: 3 clusters Score -9400164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -9400163.000000 Penalty: 3642.552246
	Iteration 144Q: 3 clusters Score -9400163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -9400162.000000 Penalty: 3642.552246
	Iteration 145Q: 3 clusters Score -9400162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -9400168.000000 Penalty: 3642.552246
	Iteration 146Q: 3 clusters Score -9400168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -9400168.000000 Penalty: 3642.552246
	Iteration 147Q: 3 clusters Score -9400168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -9400163.000000 Penalty: 3642.552246
	Iteration 148Q: 3 clusters Score -9400163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -9400174.000000 Penalty: 3642.552246
	Iteration 149Q: 3 clusters Score -9400174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -9400170.000000 Penalty: 3642.552246
	Iteration 150Q: 3 clusters Score -9400170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9400169.000000 Penalty: 3642.552246
	Iteration 151Q: 3 clusters Score -9400169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -9400172.000000 Penalty: 3642.552246
	Iteration 152Q: 3 clusters Score -9400172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -9400175.000000 Penalty: 3642.552246
	Iteration 153Q: 3 clusters Score -9400175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -9400171.000000 Penalty: 3642.552246
	Iteration 154Q: 3 clusters Score -9400171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -9400180.000000 Penalty: 3642.552246
	Iteration 155Q: 3 clusters Score -9400180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -9400177.000000 Penalty: 3642.552246
	Iteration 156Q: 3 clusters Score -9400177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -9400177.000000 Penalty: 3642.552246
	Iteration 157Q: 3 clusters Score -9400177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -9400179.000000 Penalty: 3642.552246
	Iteration 158Q: 3 clusters Score -9400179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -9400181.000000 Penalty: 3642.552246
	Iteration 159Q: 3 clusters Score -9400181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -9400182.000000 Penalty: 3642.552246
	Iteration 160F: 3 clusters Score -9400182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -830434.625000 Penalty: 1429.724365
	Iteration 0F: 2 clusters Score -830434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -825452.375000 Penalty: 2859.448730
	Iteration 0F: 3 clusters Score -825452.4 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -826929.500000 Penalty: 2859.448730
	Iteration 1F: 3 clusters Score -826929.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -827166.500000 Penalty: 2859.448730
	Iteration 2F: 3 clusters Score -827166.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -827396.937500 Penalty: 2859.448730
	Iteration 3F: 3 clusters Score -827396.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -827645.437500 Penalty: 2859.448730
	Iteration 4F: 3 clusters Score -827645.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -827891.125000 Penalty: 2859.448730
	Iteration 5F: 3 clusters Score -827891.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -828145.062500 Penalty: 2859.448730
	Iteration 6F: 3 clusters Score -828145.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -828372.750000 Penalty: 2859.448730
	Iteration 7Q: 3 clusters Score -828372.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -828568.562500 Penalty: 2859.448730
	Iteration 8Q: 3 clusters Score -828568.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -828729.000000 Penalty: 2859.448730
	Iteration 9Q: 3 clusters Score -828729 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -828852.312500 Penalty: 2859.448730
	Iteration 10Q: 3 clusters Score -828852.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -828940.875000 Penalty: 2859.448730
	Iteration 11Q: 3 clusters Score -828940.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -829009.875000 Penalty: 2859.448730
	Iteration 12Q: 3 clusters Score -829009.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -829059.500000 Penalty: 2859.448730
	Iteration 13Q: 3 clusters Score -829059.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -829092.750000 Penalty: 2859.448730
	Iteration 14Q: 3 clusters Score -829092.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -829115.062500 Penalty: 2859.448730
	Iteration 15Q: 3 clusters Score -829115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -829125.875000 Penalty: 2859.448730
	Iteration 16Q: 3 clusters Score -829125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -829129.125000 Penalty: 2859.448730
	Iteration 17Q: 3 clusters Score -829129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -829137.500000 Penalty: 2859.448730
	Iteration 18Q: 3 clusters Score -829137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -829140.687500 Penalty: 2859.448730
	Iteration 19Q: 3 clusters Score -829140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -829141.750000 Penalty: 2859.448730
	Iteration 20F: 3 clusters Score -829141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -829146.187500 Penalty: 2859.448730
	Iteration 21Q: 3 clusters Score -829146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -829150.500000 Penalty: 2859.448730
	Iteration 22Q: 3 clusters Score -829150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -829155.437500 Penalty: 2859.448730
	Iteration 23Q: 3 clusters Score -829155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -829157.500000 Penalty: 2859.448730
	Iteration 24Q: 3 clusters Score -829157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -829158.687500 Penalty: 2859.448730
	Iteration 25Q: 3 clusters Score -829158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -829159.437500 Penalty: 2859.448730
	Iteration 26Q: 3 clusters Score -829159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -829159.437500 Penalty: 2859.448730
	Iteration 27F: 3 clusters Score -829159.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Entering Unmasked Estep 
Score: -7844220.500000 Penalty: 1784.900635
	Iteration 0F: 2 clusters Score -7844220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -7805141.500000 Penalty: 3569.801270
	Iteration 0F: 3 clusters Score -7805142 nChanged 27616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -7820921.500000 Penalty: 3569.801270
	Iteration 1F: 3 clusters Score -7820922 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -7821326.500000 Penalty: 3569.801270
	Iteration 2Q: 3 clusters Score -7821326 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -7821791.500000 Penalty: 3569.801270
	Iteration 3Q: 3 clusters Score -7821792 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -7822375.000000 Penalty: 3569.801270
	Iteration 4Q: 3 clusters Score -7822375 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -7823141.000000 Penalty: 3569.801270
	Iteration 5Q: 3 clusters Score -7823141 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7824292.500000 Penalty: 3569.801270
	Iteration 6Q: 3 clusters Score -7824292 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -7826017.500000 Penalty: 3569.801270
	Iteration 7F: 3 clusters Score -7826018 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -7828405.500000 Penalty: 3569.801270
	Iteration 8F: 3 clusters Score -7828406 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -7831432.500000 Penalty: 3569.801270
	Iteration 9F: 3 clusters Score -7831432 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -7834598.500000 Penalty: 3569.801270
	Iteration 10F: 3 clusters Score -7834598 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -7837772.500000 Penalty: 3569.801270
	Iteration 11F: 3 clusters Score -7837772 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7840278.500000 Penalty: 3569.801270
	Iteration 12Q: 3 clusters Score -7840278 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7841809.000000 Penalty: 3569.801270
	Iteration 13Q: 3 clusters Score -7841809 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7842330.500000 Penalty: 3569.801270
	Iteration 14Q: 3 clusters Score -7842330 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7842474.000000 Penalty: 3569.801270
	Iteration 15Q: 3 clusters Score -7842474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7842551.500000 Penalty: 3569.801270
	Iteration 16Q: 3 clusters Score -7842552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7842581.500000 Penalty: 3569.801270
	Iteration 17Q: 3 clusters Score -7842582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7842597.000000 Penalty: 3569.801270
	Iteration 18Q: 3 clusters Score -7842597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7842599.500000 Penalty: 3569.801270
	Iteration 19Q: 3 clusters Score -7842600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7842610.500000 Penalty: 3569.801270
	Iteration 20F: 3 clusters Score -7842610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7842608.500000 Penalty: 3569.801270
	Iteration 21Q: 3 clusters Score -7842608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7842608.500000 Penalty: 3569.801270
	Iteration 22F: 3 clusters Score -7842608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Entering Unmasked Estep 
Score: -1620088.625000 Penalty: 1532.316040
	Iteration 0F: 2 clusters Score -1620089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1611336.375000 Penalty: 3064.632080
	Iteration 0F: 3 clusters Score -1611336 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1614319.250000 Penalty: 3064.632080
	Iteration 1F: 3 clusters Score -1614319 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1614668.000000 Penalty: 3064.632080
	Iteration 2F: 3 clusters Score -1614668 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1614978.625000 Penalty: 3064.632080
	Iteration 3F: 3 clusters Score -1614979 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1615271.625000 Penalty: 3064.632080
	Iteration 4Q: 3 clusters Score -1615272 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1615606.625000 Penalty: 3064.632080
	Iteration 5Q: 3 clusters Score -1615607 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1616001.875000 Penalty: 3064.632080
	Iteration 6F: 3 clusters Score -1616002 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1616422.375000 Penalty: 3064.632080
	Iteration 7F: 3 clusters Score -1616422 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1616841.375000 Penalty: 3064.632080
	Iteration 8F: 3 clusters Score -1616841 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1617209.875000 Penalty: 3064.632080
	Iteration 9Q: 3 clusters Score -1617210 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1617476.750000 Penalty: 3064.632080
	Iteration 10Q: 3 clusters Score -1617477 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1617649.125000 Penalty: 3064.632080
	Iteration 11Q: 3 clusters Score -1617649 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1617774.875000 Penalty: 3064.632080
	Iteration 12Q: 3 clusters Score -1617775 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1617856.625000 Penalty: 3064.632080
	Iteration 13Q: 3 clusters Score -1617857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1617904.125000 Penalty: 3064.632080
	Iteration 14Q: 3 clusters Score -1617904 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1617928.875000 Penalty: 3064.632080
	Iteration 15Q: 3 clusters Score -1617929 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1617959.375000 Penalty: 3064.632080
	Iteration 16Q: 3 clusters Score -1617959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1617977.000000 Penalty: 3064.632080
	Iteration 17Q: 3 clusters Score -1617977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1617991.625000 Penalty: 3064.632080
	Iteration 18Q: 3 clusters Score -1617992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1618002.625000 Penalty: 3064.632080
	Iteration 19Q: 3 clusters Score -1618003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1618013.375000 Penalty: 3064.632080
	Iteration 20F: 3 clusters Score -1618013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1618021.375000 Penalty: 3064.632080
	Iteration 21Q: 3 clusters Score -1618021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1618029.000000 Penalty: 3064.632080
	Iteration 22Q: 3 clusters Score -1618029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1618035.375000 Penalty: 3064.632080
	Iteration 23Q: 3 clusters Score -1618035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1618042.625000 Penalty: 3064.632080
	Iteration 24Q: 3 clusters Score -1618043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1618043.000000 Penalty: 3064.632080
	Iteration 25Q: 3 clusters Score -1618043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1618040.875000 Penalty: 3064.632080
	Iteration 26Q: 3 clusters Score -1618041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1618046.250000 Penalty: 3064.632080
	Iteration 27Q: 3 clusters Score -1618046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1618048.750000 Penalty: 3064.632080
	Iteration 28Q: 3 clusters Score -1618049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1618052.000000 Penalty: 3064.632080
	Iteration 29Q: 3 clusters Score -1618052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1618052.875000 Penalty: 3064.632080
	Iteration 30Q: 3 clusters Score -1618053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1618053.375000 Penalty: 3064.632080
	Iteration 31Q: 3 clusters Score -1618053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1618055.250000 Penalty: 3064.632080
	Iteration 32Q: 3 clusters Score -1618055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1618058.250000 Penalty: 3064.632080
	Iteration 33Q: 3 clusters Score -1618058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1618062.500000 Penalty: 3064.632080
	Iteration 34Q: 3 clusters Score -1618062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1618064.000000 Penalty: 3064.632080
	Iteration 35Q: 3 clusters Score -1618064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1618064.125000 Penalty: 3064.632080
	Iteration 36Q: 3 clusters Score -1618064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1618065.000000 Penalty: 3064.632080
	Iteration 37Q: 3 clusters Score -1618065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1618065.000000 Penalty: 3064.632080
	Iteration 38Q: 3 clusters Score -1618065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1618066.500000 Penalty: 3064.632080
	Iteration 39Q: 3 clusters Score -1618066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1618065.750000 Penalty: 3064.632080
	Iteration 40F: 3 clusters Score -1618066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1618069.875000 Penalty: 3064.632080
	Iteration 41Q: 3 clusters Score -1618070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1618072.000000 Penalty: 3064.632080
	Iteration 42Q: 3 clusters Score -1618072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1618074.250000 Penalty: 3064.632080
	Iteration 43Q: 3 clusters Score -1618074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1618074.000000 Penalty: 3064.632080
	Iteration 44Q: 3 clusters Score -1618074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1618077.500000 Penalty: 3064.632080
	Iteration 45Q: 3 clusters Score -1618078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1618078.250000 Penalty: 3064.632080
	Iteration 46Q: 3 clusters Score -1618078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1618079.000000 Penalty: 3064.632080
	Iteration 47Q: 3 clusters Score -1618079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1618079.000000 Penalty: 3064.632080
	Iteration 48F: 3 clusters Score -1618079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37549.871094 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37549.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37696.503906 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37696.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37726.898438 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -37726.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37750.734375 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -37750.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37828.875000 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -37828.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37891.875000 Penalty: 1921.008911
	Iteration 5F: 3 clusters Score -37891.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37978.289062 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -37978.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38025.050781 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -38025.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38042.476562 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -38042.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38076.574219 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -38076.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38090.136719 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -38090.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38093.335938 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -38093.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38093.335938 Penalty: 1921.008911
	Iteration 12F: 3 clusters Score -38093.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 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 381 members 
Entering Unmasked Estep 
Score: -92485.695312 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92485.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92709.734375 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92709.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92799.656250 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92799.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92859.406250 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92859.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92880.531250 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92880.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92891.312500 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92891.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92896.757812 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92896.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92899.429688 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92899.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92903.406250 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92903.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92905.898438 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -92905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92910.921875 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -92910.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92917.921875 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -92917.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92924.445312 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -92924.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92930.218750 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -92930.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92933.085938 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -92933.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92938.546875 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -92938.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92945.023438 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -92945.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92955.531250 Penalty: 2154.972168
	Iteration 17Q: 3 clusters Score -92955.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92957.617188 Penalty: 2154.972168
	Iteration 18Q: 3 clusters Score -92957.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92964.164062 Penalty: 2154.972168
	Iteration 19Q: 3 clusters Score -92964.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92972.906250 Penalty: 2154.972168
	Iteration 20F: 3 clusters Score -92972.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92982.414062 Penalty: 2154.972168
	Iteration 21Q: 3 clusters Score -92982.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92985.875000 Penalty: 2154.972168
	Iteration 22Q: 3 clusters Score -92985.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92989.257812 Penalty: 2154.972168
	Iteration 23Q: 3 clusters Score -92989.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92991.335938 Penalty: 2154.972168
	Iteration 24Q: 3 clusters Score -92991.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92991.335938 Penalty: 2154.972168
	Iteration 25F: 3 clusters Score -92991.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (77171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Entering Unmasked Estep 
Score: -10245206.000000 Penalty: 1828.739136
	Iteration 0F: 2 clusters Score -1.024521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -10196312.000000 Penalty: 3657.478271
	Iteration 0F: 3 clusters Score -1.019631e+07 nChanged 36622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -10217510.000000 Penalty: 3657.478271
	Iteration 1F: 3 clusters Score -1.021751e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -10218238.000000 Penalty: 3657.478271
	Iteration 2Q: 3 clusters Score -1.021824e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -10219254.000000 Penalty: 3657.478271
	Iteration 3Q: 3 clusters Score -1.021925e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -10220548.000000 Penalty: 3657.478271
	Iteration 4Q: 3 clusters Score -1.022055e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -10222618.000000 Penalty: 3657.478271
	Iteration 5F: 3 clusters Score -1.022262e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -10225629.000000 Penalty: 3657.478271
	Iteration 6F: 3 clusters Score -1.022563e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -10229913.000000 Penalty: 3657.478271
	Iteration 7F: 3 clusters Score -1.022991e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -10234633.000000 Penalty: 3657.478271
	Iteration 8F: 3 clusters Score -1.023463e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -10238101.000000 Penalty: 3657.478271
	Iteration 9F: 3 clusters Score -1.02381e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -10240349.000000 Penalty: 3657.478271
	Iteration 10Q: 3 clusters Score -1.024035e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10241731.000000 Penalty: 3657.478271
	Iteration 11Q: 3 clusters Score -1.024173e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10242500.000000 Penalty: 3657.478271
	Iteration 12Q: 3 clusters Score -1.02425e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -10242957.000000 Penalty: 3657.478271
	Iteration 13Q: 3 clusters Score -1.024296e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10243187.000000 Penalty: 3657.478271
	Iteration 14Q: 3 clusters Score -1.024319e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -10243282.000000 Penalty: 3657.478271
	Iteration 15Q: 3 clusters Score -1.024328e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10243384.000000 Penalty: 3657.478271
	Iteration 16Q: 3 clusters Score -1.024338e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10243480.000000 Penalty: 3657.478271
	Iteration 17Q: 3 clusters Score -1.024348e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10243566.000000 Penalty: 3657.478271
	Iteration 18Q: 3 clusters Score -1.024357e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10243585.000000 Penalty: 3657.478271
	Iteration 19Q: 3 clusters Score -1.024358e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10243621.000000 Penalty: 3657.478271
	Iteration 20F: 3 clusters Score -1.024362e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10243646.000000 Penalty: 3657.478271
	Iteration 21Q: 3 clusters Score -1.024365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10243660.000000 Penalty: 3657.478271
	Iteration 22Q: 3 clusters Score -1.024366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10243666.000000 Penalty: 3657.478271
	Iteration 23Q: 3 clusters Score -1.024367e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10243704.000000 Penalty: 3657.478271
	Iteration 24Q: 3 clusters Score -1.02437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10243729.000000 Penalty: 3657.478271
	Iteration 25Q: 3 clusters Score -1.024373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10243745.000000 Penalty: 3657.478271
	Iteration 26Q: 3 clusters Score -1.024374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10243756.000000 Penalty: 3657.478271
	Iteration 27Q: 3 clusters Score -1.024376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10243756.000000 Penalty: 3657.478271
	Iteration 28Q: 3 clusters Score -1.024376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10243766.000000 Penalty: 3657.478271
	Iteration 29Q: 3 clusters Score -1.024377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10243750.000000 Penalty: 3657.478271
	Iteration 30Q: 3 clusters Score -1.024375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10243753.000000 Penalty: 3657.478271
	Iteration 31Q: 3 clusters Score -1.024375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10243749.000000 Penalty: 3657.478271
	Iteration 32Q: 3 clusters Score -1.024375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10243752.000000 Penalty: 3657.478271
	Iteration 33Q: 3 clusters Score -1.024375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10243741.000000 Penalty: 3657.478271
	Iteration 34Q: 3 clusters Score -1.024374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10243740.000000 Penalty: 3657.478271
	Iteration 35Q: 3 clusters Score -1.024374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10243736.000000 Penalty: 3657.478271
	Iteration 36Q: 3 clusters Score -1.024374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10243745.000000 Penalty: 3657.478271
	Iteration 37Q: 3 clusters Score -1.024374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10243738.000000 Penalty: 3657.478271
	Iteration 38Q: 3 clusters Score -1.024374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10243738.000000 Penalty: 3657.478271
	Iteration 39F: 3 clusters Score -1.024374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Entering Unmasked Estep 
Score: -1778728.250000 Penalty: 1545.519531
	Iteration 0F: 2 clusters Score -1778728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1769281.625000 Penalty: 3091.039062
	Iteration 0F: 3 clusters Score -1769282 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1772508.375000 Penalty: 3091.039062
	Iteration 1F: 3 clusters Score -1772508 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1772848.125000 Penalty: 3091.039062
	Iteration 2F: 3 clusters Score -1772848 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1773235.500000 Penalty: 3091.039062
	Iteration 3F: 3 clusters Score -1773236 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1773727.625000 Penalty: 3091.039062
	Iteration 4F: 3 clusters Score -1773728 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1774319.000000 Penalty: 3091.039062
	Iteration 5F: 3 clusters Score -1774319 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1775088.375000 Penalty: 3091.039062
	Iteration 6F: 3 clusters Score -1775088 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1776000.625000 Penalty: 3091.039062
	Iteration 7F: 3 clusters Score -1776001 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1776774.500000 Penalty: 3091.039062
	Iteration 8F: 3 clusters Score -1776774 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1777281.000000 Penalty: 3091.039062
	Iteration 9F: 3 clusters Score -1777281 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1777551.250000 Penalty: 3091.039062
	Iteration 10Q: 3 clusters Score -1777551 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1777722.250000 Penalty: 3091.039062
	Iteration 11Q: 3 clusters Score -1777722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1777845.875000 Penalty: 3091.039062
	Iteration 12Q: 3 clusters Score -1777846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1777917.250000 Penalty: 3091.039062
	Iteration 13Q: 3 clusters Score -1777917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1777962.250000 Penalty: 3091.039062
	Iteration 14Q: 3 clusters Score -1777962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1777978.875000 Penalty: 3091.039062
	Iteration 15Q: 3 clusters Score -1777979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1777994.875000 Penalty: 3091.039062
	Iteration 16Q: 3 clusters Score -1777995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1777999.875000 Penalty: 3091.039062
	Iteration 17Q: 3 clusters Score -1778000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1778001.500000 Penalty: 3091.039062
	Iteration 18Q: 3 clusters Score -1778002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1778005.875000 Penalty: 3091.039062
	Iteration 19Q: 3 clusters Score -1778006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1778002.750000 Penalty: 3091.039062
	Iteration 20F: 3 clusters Score -1778003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1778006.250000 Penalty: 3091.039062
	Iteration 21Q: 3 clusters Score -1778006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1778007.000000 Penalty: 3091.039062
	Iteration 22Q: 3 clusters Score -1778007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1778007.625000 Penalty: 3091.039062
	Iteration 23Q: 3 clusters Score -1778008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1778011.375000 Penalty: 3091.039062
	Iteration 24Q: 3 clusters Score -1778011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1778011.875000 Penalty: 3091.039062
	Iteration 25Q: 3 clusters Score -1778012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1778009.125000 Penalty: 3091.039062
	Iteration 26Q: 3 clusters Score -1778009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1778010.500000 Penalty: 3091.039062
	Iteration 27Q: 3 clusters Score -1778010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1778010.750000 Penalty: 3091.039062
	Iteration 28Q: 3 clusters Score -1778011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1778008.500000 Penalty: 3091.039062
	Iteration 29Q: 3 clusters Score -1778008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1778008.875000 Penalty: 3091.039062
	Iteration 30Q: 3 clusters Score -1778009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1778008.875000 Penalty: 3091.039062
	Iteration 31F: 3 clusters Score -1778009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -351667.593750 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -351667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -349170.062500 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -349170.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -349759.937500 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -349759.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -349886.125000 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -349886.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -349997.343750 Penalty: 2569.028809
	Iteration 3F: 3 clusters Score -349997.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -350097.343750 Penalty: 2569.028809
	Iteration 4F: 3 clusters Score -350097.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -350183.375000 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -350183.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -350253.750000 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -350253.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -350304.968750 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -350305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -350346.781250 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -350346.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -350387.562500 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -350387.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -350430.218750 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -350430.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -350463.187500 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -350463.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -350489.875000 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -350489.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -350513.375000 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -350513.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -350526.500000 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -350526.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -350539.968750 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -350540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -350549.531250 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -350549.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -350557.093750 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -350557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -350563.781250 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -350563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -350568.937500 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -350568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -350572.343750 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -350572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -350572.375000 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -350572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -350573.187500 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -350573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -350574.843750 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -350574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -350575.437500 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -350575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -350575.812500 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -350575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -350575.812500 Penalty: 2569.028809
	Iteration 26F: 3 clusters Score -350575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5429.936523 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5429.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5445.403320 Penalty: 1443.861694
	Iteration 1Q: 3 clusters Score -5445.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5445.403320 Penalty: 1443.861694
	Iteration 2F: 3 clusters Score -5445.403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (40868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Entering Unmasked Estep 
Score: -5413882.000000 Penalty: 1725.441772
	Iteration 0F: 2 clusters Score -5413882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5386297.500000 Penalty: 3450.883545
	Iteration 0F: 3 clusters Score -5386298 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5397178.500000 Penalty: 3450.883545
	Iteration 1F: 3 clusters Score -5397178 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5397862.000000 Penalty: 3450.883545
	Iteration 2Q: 3 clusters Score -5397862 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5398800.000000 Penalty: 3450.883545
	Iteration 3F: 3 clusters Score -5398800 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5400238.500000 Penalty: 3450.883545
	Iteration 4F: 3 clusters Score -5400238 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -5402571.500000 Penalty: 3450.883545
	Iteration 5F: 3 clusters Score -5402572 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -5405790.500000 Penalty: 3450.883545
	Iteration 6F: 3 clusters Score -5405790 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -5408913.000000 Penalty: 3450.883545
	Iteration 7F: 3 clusters Score -5408913 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5410882.500000 Penalty: 3450.883545
	Iteration 8Q: 3 clusters Score -5410882 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5411767.500000 Penalty: 3450.883545
	Iteration 9Q: 3 clusters Score -5411768 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5412100.000000 Penalty: 3450.883545
	Iteration 10Q: 3 clusters Score -5412100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5412210.500000 Penalty: 3450.883545
	Iteration 11Q: 3 clusters Score -5412210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5412267.000000 Penalty: 3450.883545
	Iteration 12Q: 3 clusters Score -5412267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5412303.000000 Penalty: 3450.883545
	Iteration 13Q: 3 clusters Score -5412303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5412328.500000 Penalty: 3450.883545
	Iteration 14Q: 3 clusters Score -5412328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5412338.500000 Penalty: 3450.883545
	Iteration 15Q: 3 clusters Score -5412338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5412348.000000 Penalty: 3450.883545
	Iteration 16Q: 3 clusters Score -5412348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5412348.000000 Penalty: 3450.883545
	Iteration 17F: 3 clusters Score -5412348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -603972.187500 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -603972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -600316.250000 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -600316.2 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -601262.250000 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -601262.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -601403.125000 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -601403.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -601486.250000 Penalty: 2734.134521
	Iteration 3Q: 3 clusters Score -601486.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -601547.500000 Penalty: 2734.134521
	Iteration 4Q: 3 clusters Score -601547.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -601603.375000 Penalty: 2734.134521
	Iteration 5Q: 3 clusters Score -601603.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -601646.812500 Penalty: 2734.134521
	Iteration 6Q: 3 clusters Score -601646.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -601694.312500 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -601694.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -601736.812500 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -601736.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -601781.437500 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -601781.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -601835.875000 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -601835.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -601885.187500 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -601885.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -601934.375000 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -601934.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -601991.625000 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -601991.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -602044.312500 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -602044.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -602111.687500 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -602111.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -602177.375000 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -602177.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -602246.937500 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -602246.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -602328.375000 Penalty: 2734.134521
	Iteration 18Q: 3 clusters Score -602328.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -602394.750000 Penalty: 2734.134521
	Iteration 19Q: 3 clusters Score -602394.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -602456.875000 Penalty: 2734.134521
	Iteration 20F: 3 clusters Score -602456.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -602508.000000 Penalty: 2734.134521
	Iteration 21Q: 3 clusters Score -602508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -602557.875000 Penalty: 2734.134521
	Iteration 22Q: 3 clusters Score -602557.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -602590.250000 Penalty: 2734.134521
	Iteration 23Q: 3 clusters Score -602590.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -602617.500000 Penalty: 2734.134521
	Iteration 24Q: 3 clusters Score -602617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -602641.250000 Penalty: 2734.134521
	Iteration 25Q: 3 clusters Score -602641.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -602664.062500 Penalty: 2734.134521
	Iteration 26Q: 3 clusters Score -602664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -602687.000000 Penalty: 2734.134521
	Iteration 27Q: 3 clusters Score -602687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -602702.250000 Penalty: 2734.134521
	Iteration 28Q: 3 clusters Score -602702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -602717.812500 Penalty: 2734.134521
	Iteration 29Q: 3 clusters Score -602717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -602736.125000 Penalty: 2734.134521
	Iteration 30Q: 3 clusters Score -602736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -602745.687500 Penalty: 2734.134521
	Iteration 31Q: 3 clusters Score -602745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -602750.500000 Penalty: 2734.134521
	Iteration 32Q: 3 clusters Score -602750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -602756.000000 Penalty: 2734.134521
	Iteration 33Q: 3 clusters Score -602756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -602762.437500 Penalty: 2734.134521
	Iteration 34Q: 3 clusters Score -602762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -602767.375000 Penalty: 2734.134521
	Iteration 35Q: 3 clusters Score -602767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -602773.062500 Penalty: 2734.134521
	Iteration 36Q: 3 clusters Score -602773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -602778.562500 Penalty: 2734.134521
	Iteration 37Q: 3 clusters Score -602778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -602782.750000 Penalty: 2734.134521
	Iteration 38Q: 3 clusters Score -602782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -602785.625000 Penalty: 2734.134521
	Iteration 39Q: 3 clusters Score -602785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -602787.000000 Penalty: 2734.134521
	Iteration 40F: 3 clusters Score -602787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -602790.937500 Penalty: 2734.134521
	Iteration 41Q: 3 clusters Score -602790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -602792.187500 Penalty: 2734.134521
	Iteration 42Q: 3 clusters Score -602792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -602794.000000 Penalty: 2734.134521
	Iteration 43Q: 3 clusters Score -602794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -602794.750000 Penalty: 2734.134521
	Iteration 44Q: 3 clusters Score -602794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -602796.812500 Penalty: 2734.134521
	Iteration 45Q: 3 clusters Score -602796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -602799.937500 Penalty: 2734.134521
	Iteration 46Q: 3 clusters Score -602799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -602804.750000 Penalty: 2734.134521
	Iteration 47Q: 3 clusters Score -602804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -602809.375000 Penalty: 2734.134521
	Iteration 48Q: 3 clusters Score -602809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -602816.062500 Penalty: 2734.134521
	Iteration 49Q: 3 clusters Score -602816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -602818.562500 Penalty: 2734.134521
	Iteration 50Q: 3 clusters Score -602818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -602818.562500 Penalty: 2734.134521
	Iteration 51F: 3 clusters Score -602818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 3 contains 61762 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 56040 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 53134 members 
Mstep: Class 11 contains 51952 members 
Mstep: Class 12 contains 57256 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 51063 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9063 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 73816 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58466 members 
Mstep: Class 25 contains 84195 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73707 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 58924 members 
Mstep: Class 32 contains 12452 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77171 members 
Mstep: Class 36 contains 13506 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 40868 members 
Mstep: Class 40 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785112.000000 Penalty: 89804.523438
Iteration 279Q: 41 clusters Score -1.277851e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48592 members 
Mstep: Class 3 contains 63163 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13686 members 
Mstep: Class 8 contains 56167 members 
Mstep: Class 9 contains 13209 members 
Mstep: Class 10 contains 53722 members 
Mstep: Class 11 contains 51904 members 
Mstep: Class 12 contains 56930 members 
Mstep: Class 13 contains 11743 members 
Mstep: Class 14 contains 51157 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9055 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 73472 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58465 members 
Mstep: Class 25 contains 84498 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73742 members 
Mstep: Class 30 contains 6621 members 
Mstep: Class 31 contains 57905 members 
Mstep: Class 32 contains 12474 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76068 members 
Mstep: Class 36 contains 13492 members 
Mstep: Class 37 contains 2701 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41292 members 
Mstep: Class 40 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785872.000000 Penalty: 89804.523438
Iteration 280F: 41 clusters Score -1.277859e+08 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48548 members 
Mstep: Class 3 contains 64307 members 
Mstep: Class 4 contains 16241 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 56281 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 54454 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 56654 members 
Mstep: Class 13 contains 11749 members 
Mstep: Class 14 contains 51247 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9066 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 73290 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58189 members 
Mstep: Class 25 contains 84759 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73777 members 
Mstep: Class 30 contains 6613 members 
Mstep: Class 31 contains 57067 members 
Mstep: Class 32 contains 12495 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75009 members 
Mstep: Class 36 contains 13483 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 41705 members 
Mstep: Class 40 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785640.000000 Penalty: 89804.523438
Iteration 281Q: 41 clusters Score -1.277856e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48530 members 
Mstep: Class 3 contains 65075 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 56416 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 55305 members 
Mstep: Class 11 contains 51829 members 
Mstep: Class 12 contains 56417 members 
Mstep: Class 13 contains 11749 members 
Mstep: Class 14 contains 51383 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9077 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 73303 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57665 members 
Mstep: Class 25 contains 84945 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73799 members 
Mstep: Class 30 contains 6605 members 
Mstep: Class 31 contains 56320 members 
Mstep: Class 32 contains 12511 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74084 members 
Mstep: Class 36 contains 13478 members 
Mstep: Class 37 contains 2689 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42143 members 
Mstep: Class 40 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785320.000000 Penalty: 89804.523438
Iteration 282Q: 41 clusters Score -1.277853e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48498 members 
Mstep: Class 3 contains 65467 members 
Mstep: Class 4 contains 16243 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 56523 members 
Mstep: Class 9 contains 13247 members 
Mstep: Class 10 contains 56094 members 
Mstep: Class 11 contains 51794 members 
Mstep: Class 12 contains 56193 members 
Mstep: Class 13 contains 11750 members 
Mstep: Class 14 contains 51506 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 73553 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57188 members 
Mstep: Class 25 contains 85119 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73821 members 
Mstep: Class 30 contains 6607 members 
Mstep: Class 31 contains 55838 members 
Mstep: Class 32 contains 12526 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73212 members 
Mstep: Class 36 contains 13462 members 
Mstep: Class 37 contains 2685 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42471 members 
Mstep: Class 40 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785528.000000 Penalty: 89804.523438
Iteration 283Q: 41 clusters Score -1.277855e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48485 members 
Mstep: Class 3 contains 65518 members 
Mstep: Class 4 contains 16243 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 56556 members 
Mstep: Class 9 contains 13255 members 
Mstep: Class 10 contains 56978 members 
Mstep: Class 11 contains 51802 members 
Mstep: Class 12 contains 56011 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 51640 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 74036 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56630 members 
Mstep: Class 25 contains 85222 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73846 members 
Mstep: Class 30 contains 6610 members 
Mstep: Class 31 contains 55544 members 
Mstep: Class 32 contains 12539 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72327 members 
Mstep: Class 36 contains 13442 members 
Mstep: Class 37 contains 2684 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42752 members 
Mstep: Class 40 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785696.000000 Penalty: 89804.523438
Iteration 284Q: 41 clusters Score -1.277857e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48485 members 
Mstep: Class 3 contains 65220 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 56555 members 
Mstep: Class 9 contains 13251 members 
Mstep: Class 10 contains 57856 members 
Mstep: Class 11 contains 51792 members 
Mstep: Class 12 contains 55843 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 51769 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9049 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 74674 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56066 members 
Mstep: Class 25 contains 85323 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73855 members 
Mstep: Class 30 contains 6605 members 
Mstep: Class 31 contains 55371 members 
Mstep: Class 32 contains 12552 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71626 members 
Mstep: Class 36 contains 13423 members 
Mstep: Class 37 contains 2683 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 42989 members 
Mstep: Class 40 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785456.000000 Penalty: 89804.523438
Iteration 285Q: 41 clusters Score -1.277855e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48491 members 
Mstep: Class 3 contains 64638 members 
Mstep: Class 4 contains 16238 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 8 contains 56487 members 
Mstep: Class 9 contains 13251 members 
Mstep: Class 10 contains 58767 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 55716 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 51910 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 75394 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55477 members 
Mstep: Class 25 contains 85348 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73842 members 
Mstep: Class 30 contains 6601 members 
Mstep: Class 31 contains 55399 members 
Mstep: Class 32 contains 12564 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71078 members 
Mstep: Class 36 contains 13399 members 
Mstep: Class 37 contains 2683 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43197 members 
Mstep: Class 40 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785416.000000 Penalty: 89804.523438
Iteration 286Q: 41 clusters Score -1.277854e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48502 members 
Mstep: Class 3 contains 63778 members 
Mstep: Class 4 contains 16238 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 56405 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 10 contains 59685 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 55595 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 52038 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 76045 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54888 members 
Mstep: Class 25 contains 85370 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73828 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 55701 members 
Mstep: Class 32 contains 12574 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70661 members 
Mstep: Class 36 contains 13384 members 
Mstep: Class 37 contains 2682 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43342 members 
Mstep: Class 40 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784880.000000 Penalty: 89804.523438
Iteration 287Q: 41 clusters Score -1.277849e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48503 members 
Mstep: Class 3 contains 62807 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 56287 members 
Mstep: Class 9 contains 13256 members 
Mstep: Class 10 contains 60549 members 
Mstep: Class 11 contains 51721 members 
Mstep: Class 12 contains 55488 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 52149 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8967 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 76590 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54341 members 
Mstep: Class 25 contains 85372 members 
Mstep: Class 26 contains 13757 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73807 members 
Mstep: Class 30 contains 6594 members 
Mstep: Class 31 contains 56216 members 
Mstep: Class 32 contains 12589 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70411 members 
Mstep: Class 36 contains 13374 members 
Mstep: Class 37 contains 2681 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43415 members 
Mstep: Class 40 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784736.000000 Penalty: 89804.523438
Iteration 288Q: 41 clusters Score -1.277847e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48481 members 
Mstep: Class 3 contains 61631 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 56093 members 
Mstep: Class 9 contains 13260 members 
Mstep: Class 10 contains 61562 members 
Mstep: Class 11 contains 51700 members 
Mstep: Class 12 contains 55412 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8922 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 77102 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53842 members 
Mstep: Class 25 contains 85343 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73783 members 
Mstep: Class 30 contains 6586 members 
Mstep: Class 31 contains 56949 members 
Mstep: Class 32 contains 12604 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70136 members 
Mstep: Class 36 contains 13370 members 
Mstep: Class 37 contains 2679 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43424 members 
Mstep: Class 40 contains 3919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784320.000000 Penalty: 89804.523438
Iteration 289Q: 41 clusters Score -1.277843e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48450 members 
Mstep: Class 3 contains 60368 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 55914 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 62482 members 
Mstep: Class 11 contains 51670 members 
Mstep: Class 12 contains 55350 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 52371 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 77486 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53341 members 
Mstep: Class 25 contains 85297 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73780 members 
Mstep: Class 30 contains 6596 members 
Mstep: Class 31 contains 57896 members 
Mstep: Class 32 contains 12622 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69995 members 
Mstep: Class 36 contains 13361 members 
Mstep: Class 37 contains 2677 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43383 members 
Mstep: Class 40 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784600.000000 Penalty: 89804.523438
Iteration 290Q: 41 clusters Score -1.277846e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48442 members 
Mstep: Class 3 contains 59156 members 
Mstep: Class 4 contains 16232 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 55758 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 63038 members 
Mstep: Class 11 contains 51627 members 
Mstep: Class 12 contains 55306 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 52504 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8832 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 77784 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53096 members 
Mstep: Class 25 contains 85217 members 
Mstep: Class 26 contains 13749 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73764 members 
Mstep: Class 30 contains 6590 members 
Mstep: Class 31 contains 58795 members 
Mstep: Class 32 contains 12637 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70059 members 
Mstep: Class 36 contains 13357 members 
Mstep: Class 37 contains 2680 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43291 members 
Mstep: Class 40 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784608.000000 Penalty: 89804.523438
Iteration 291Q: 41 clusters Score -1.277846e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48436 members 
Mstep: Class 3 contains 58137 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 55643 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 62961 members 
Mstep: Class 11 contains 51594 members 
Mstep: Class 12 contains 55280 members 
Mstep: Class 13 contains 11733 members 
Mstep: Class 14 contains 52628 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8783 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 78111 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52997 members 
Mstep: Class 25 contains 85138 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73725 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 59707 members 
Mstep: Class 32 contains 12650 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70309 members 
Mstep: Class 36 contains 13356 members 
Mstep: Class 37 contains 2684 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43222 members 
Mstep: Class 40 contains 3854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784304.000000 Penalty: 89804.523438
Iteration 292Q: 41 clusters Score -1.277843e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48412 members 
Mstep: Class 3 contains 57081 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 55531 members 
Mstep: Class 9 contains 13263 members 
Mstep: Class 10 contains 62464 members 
Mstep: Class 11 contains 51583 members 
Mstep: Class 12 contains 55274 members 
Mstep: Class 13 contains 11729 members 
Mstep: Class 14 contains 52774 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 78400 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53108 members 
Mstep: Class 25 contains 85056 members 
Mstep: Class 26 contains 13754 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73703 members 
Mstep: Class 30 contains 6587 members 
Mstep: Class 31 contains 60631 members 
Mstep: Class 32 contains 12655 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70776 members 
Mstep: Class 36 contains 13349 members 
Mstep: Class 37 contains 2683 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43160 members 
Mstep: Class 40 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784336.000000 Penalty: 89804.523438
Iteration 293Q: 41 clusters Score -1.277843e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48410 members 
Mstep: Class 3 contains 56055 members 
Mstep: Class 4 contains 16236 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 55404 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 61388 members 
Mstep: Class 11 contains 51589 members 
Mstep: Class 12 contains 55279 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 52916 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 78698 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53440 members 
Mstep: Class 25 contains 84959 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73690 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 61578 members 
Mstep: Class 32 contains 12658 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71518 members 
Mstep: Class 36 contains 13343 members 
Mstep: Class 37 contains 2680 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43098 members 
Mstep: Class 40 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783896.000000 Penalty: 89804.523438
Iteration 294Q: 41 clusters Score -1.277839e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48392 members 
Mstep: Class 3 contains 55047 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13696 members 
Mstep: Class 8 contains 55235 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 60292 members 
Mstep: Class 11 contains 51603 members 
Mstep: Class 12 contains 55272 members 
Mstep: Class 13 contains 11725 members 
Mstep: Class 14 contains 53060 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8664 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 79030 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53799 members 
Mstep: Class 25 contains 84879 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73658 members 
Mstep: Class 30 contains 6590 members 
Mstep: Class 31 contains 62529 members 
Mstep: Class 32 contains 12665 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72215 members 
Mstep: Class 36 contains 13334 members 
Mstep: Class 37 contains 2676 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43059 members 
Mstep: Class 40 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783560.000000 Penalty: 89804.523438
Iteration 295Q: 41 clusters Score -1.277836e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48375 members 
Mstep: Class 3 contains 54233 members 
Mstep: Class 4 contains 16238 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 55044 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 59223 members 
Mstep: Class 11 contains 51634 members 
Mstep: Class 12 contains 55286 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 53190 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 79235 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54191 members 
Mstep: Class 25 contains 84774 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73615 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 63194 members 
Mstep: Class 32 contains 12666 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73052 members 
Mstep: Class 36 contains 13334 members 
Mstep: Class 37 contains 2679 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43057 members 
Mstep: Class 40 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783552.000000 Penalty: 89804.523438
Iteration 296Q: 41 clusters Score -1.277836e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48348 members 
Mstep: Class 3 contains 53933 members 
Mstep: Class 4 contains 16241 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 54857 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 58108 members 
Mstep: Class 11 contains 51649 members 
Mstep: Class 12 contains 55314 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 53339 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 79147 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54630 members 
Mstep: Class 25 contains 84647 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73566 members 
Mstep: Class 30 contains 6606 members 
Mstep: Class 31 contains 63487 members 
Mstep: Class 32 contains 12674 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74035 members 
Mstep: Class 36 contains 13332 members 
Mstep: Class 37 contains 2671 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43089 members 
Mstep: Class 40 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783176.000000 Penalty: 89804.523438
Iteration 297Q: 41 clusters Score -1.277832e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48357 members 
Mstep: Class 3 contains 54111 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 54750 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 57058 members 
Mstep: Class 11 contains 51659 members 
Mstep: Class 12 contains 55317 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 53480 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8535 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 78702 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55058 members 
Mstep: Class 25 contains 84535 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73517 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 63483 members 
Mstep: Class 32 contains 12678 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75015 members 
Mstep: Class 36 contains 13328 members 
Mstep: Class 37 contains 2662 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43160 members 
Mstep: Class 40 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782952.000000 Penalty: 89804.523438
Iteration 298Q: 41 clusters Score -1.27783e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48349 members 
Mstep: Class 3 contains 54685 members 
Mstep: Class 4 contains 16243 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 54665 members 
Mstep: Class 9 contains 13259 members 
Mstep: Class 10 contains 56096 members 
Mstep: Class 11 contains 51658 members 
Mstep: Class 12 contains 55312 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 53611 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8499 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 78071 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55545 members 
Mstep: Class 25 contains 84430 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73481 members 
Mstep: Class 30 contains 6607 members 
Mstep: Class 31 contains 63105 members 
Mstep: Class 32 contains 12676 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75975 members 
Mstep: Class 36 contains 13325 members 
Mstep: Class 37 contains 2660 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43278 members 
Mstep: Class 40 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783320.000000 Penalty: 89804.523438
Iteration 299Q: 41 clusters Score -1.277833e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48369 members 
Mstep: Class 3 contains 55421 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 54592 members 
Mstep: Class 9 contains 13256 members 
Mstep: Class 10 contains 55193 members 
Mstep: Class 11 contains 51638 members 
Mstep: Class 12 contains 55313 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 53786 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8443 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 77271 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56047 members 
Mstep: Class 25 contains 84313 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73429 members 
Mstep: Class 30 contains 6601 members 
Mstep: Class 31 contains 62648 members 
Mstep: Class 32 contains 12682 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76884 members 
Mstep: Class 36 contains 13323 members 
Mstep: Class 37 contains 2662 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43430 members 
Mstep: Class 40 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783264.000000 Penalty: 89804.523438
Iteration 300F: 41 clusters Score -1.277833e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48383 members 
Mstep: Class 3 contains 56390 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 54514 members 
Mstep: Class 9 contains 13254 members 
Mstep: Class 10 contains 54434 members 
Mstep: Class 11 contains 51601 members 
Mstep: Class 12 contains 55334 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 53952 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8392 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 76428 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56614 members 
Mstep: Class 25 contains 84208 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73367 members 
Mstep: Class 30 contains 6602 members 
Mstep: Class 31 contains 62010 members 
Mstep: Class 32 contains 12698 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77568 members 
Mstep: Class 36 contains 13322 members 
Mstep: Class 37 contains 2663 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43583 members 
Mstep: Class 40 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783224.000000 Penalty: 89804.523438
Iteration 301Q: 41 clusters Score -1.277832e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48394 members 
Mstep: Class 3 contains 57426 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 54492 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 10 contains 53752 members 
Mstep: Class 11 contains 51598 members 
Mstep: Class 12 contains 55382 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 54115 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 75637 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57194 members 
Mstep: Class 25 contains 84058 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73313 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 61171 members 
Mstep: Class 32 contains 12705 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78071 members 
Mstep: Class 36 contains 13319 members 
Mstep: Class 37 contains 2664 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43780 members 
Mstep: Class 40 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783064.000000 Penalty: 89804.523438
Iteration 302Q: 41 clusters Score -1.277831e+08 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48379 members 
Mstep: Class 3 contains 58676 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 54502 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 53130 members 
Mstep: Class 11 contains 51583 members 
Mstep: Class 12 contains 55452 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 54255 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8318 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 74839 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57843 members 
Mstep: Class 25 contains 83863 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73292 members 
Mstep: Class 30 contains 6615 members 
Mstep: Class 31 contains 60264 members 
Mstep: Class 32 contains 12712 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78364 members 
Mstep: Class 36 contains 13319 members 
Mstep: Class 37 contains 2660 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 43968 members 
Mstep: Class 40 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783192.000000 Penalty: 89804.523438
Iteration 303Q: 41 clusters Score -1.277832e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48353 members 
Mstep: Class 3 contains 60060 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 54541 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 52981 members 
Mstep: Class 11 contains 51583 members 
Mstep: Class 12 contains 55504 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 54429 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 74101 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58268 members 
Mstep: Class 25 contains 83677 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73255 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 59127 members 
Mstep: Class 32 contains 12728 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78250 members 
Mstep: Class 36 contains 13320 members 
Mstep: Class 37 contains 2658 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 44285 members 
Mstep: Class 40 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782952.000000 Penalty: 89804.523438
Iteration 304Q: 41 clusters Score -1.27783e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48305 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 16239 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 54655 members 
Mstep: Class 9 contains 13280 members 
Mstep: Class 10 contains 53459 members 
Mstep: Class 11 contains 51579 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 54590 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 73434 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58356 members 
Mstep: Class 25 contains 83494 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73232 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 57945 members 
Mstep: Class 32 contains 12735 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77549 members 
Mstep: Class 36 contains 13319 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 44690 members 
Mstep: Class 40 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783200.000000 Penalty: 89804.523438
Iteration 305Q: 41 clusters Score -1.277832e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48289 members 
Mstep: Class 3 contains 62799 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 54772 members 
Mstep: Class 9 contains 13287 members 
Mstep: Class 10 contains 54307 members 
Mstep: Class 11 contains 51547 members 
Mstep: Class 12 contains 55585 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 54762 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 72940 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58169 members 
Mstep: Class 25 contains 83345 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73187 members 
Mstep: Class 30 contains 6635 members 
Mstep: Class 31 contains 56959 members 
Mstep: Class 32 contains 12751 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76648 members 
Mstep: Class 36 contains 13315 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 45083 members 
Mstep: Class 40 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783184.000000 Penalty: 89804.523438
Iteration 306Q: 41 clusters Score -1.277832e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48300 members 
Mstep: Class 3 contains 63802 members 
Mstep: Class 4 contains 16233 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 54919 members 
Mstep: Class 9 contains 13289 members 
Mstep: Class 10 contains 55263 members 
Mstep: Class 11 contains 51521 members 
Mstep: Class 12 contains 55613 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 54936 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 72646 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57740 members 
Mstep: Class 25 contains 83219 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73130 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 56196 members 
Mstep: Class 32 contains 12770 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75625 members 
Mstep: Class 36 contains 13310 members 
Mstep: Class 37 contains 2655 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 45454 members 
Mstep: Class 40 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783280.000000 Penalty: 89804.523438
Iteration 307Q: 41 clusters Score -1.277833e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48307 members 
Mstep: Class 3 contains 64465 members 
Mstep: Class 4 contains 16230 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 55079 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 51502 members 
Mstep: Class 12 contains 55679 members 
Mstep: Class 13 contains 11755 members 
Mstep: Class 14 contains 55108 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72531 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57282 members 
Mstep: Class 25 contains 83093 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 73058 members 
Mstep: Class 30 contains 6638 members 
Mstep: Class 31 contains 55635 members 
Mstep: Class 32 contains 12789 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74657 members 
Mstep: Class 36 contains 13304 members 
Mstep: Class 37 contains 2653 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 45765 members 
Mstep: Class 40 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783072.000000 Penalty: 89804.523438
Iteration 308Q: 41 clusters Score -1.277831e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48297 members 
Mstep: Class 3 contains 64846 members 
Mstep: Class 4 contains 16230 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 55174 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 57123 members 
Mstep: Class 11 contains 51454 members 
Mstep: Class 12 contains 55713 members 
Mstep: Class 13 contains 11757 members 
Mstep: Class 14 contains 55269 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72670 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56831 members 
Mstep: Class 25 contains 82994 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72999 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 55212 members 
Mstep: Class 32 contains 12808 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73699 members 
Mstep: Class 36 contains 13297 members 
Mstep: Class 37 contains 2651 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46008 members 
Mstep: Class 40 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783312.000000 Penalty: 89804.523438
Iteration 309Q: 41 clusters Score -1.277833e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48273 members 
Mstep: Class 3 contains 64904 members 
Mstep: Class 4 contains 16226 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 55233 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 58041 members 
Mstep: Class 11 contains 51423 members 
Mstep: Class 12 contains 55793 members 
Mstep: Class 13 contains 11761 members 
Mstep: Class 14 contains 55438 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8300 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 73172 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56361 members 
Mstep: Class 25 contains 82833 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72954 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 54889 members 
Mstep: Class 32 contains 12823 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72698 members 
Mstep: Class 36 contains 13298 members 
Mstep: Class 37 contains 2645 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46231 members 
Mstep: Class 40 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783336.000000 Penalty: 89804.523438
Iteration 310Q: 41 clusters Score -1.277833e+08 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48253 members 
Mstep: Class 3 contains 64376 members 
Mstep: Class 4 contains 16224 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 55212 members 
Mstep: Class 9 contains 13356 members 
Mstep: Class 10 contains 59021 members 
Mstep: Class 11 contains 51403 members 
Mstep: Class 12 contains 55894 members 
Mstep: Class 13 contains 11755 members 
Mstep: Class 14 contains 55619 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8305 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 73882 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55811 members 
Mstep: Class 25 contains 82626 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72907 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 54883 members 
Mstep: Class 32 contains 12847 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71885 members 
Mstep: Class 36 contains 13306 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46410 members 
Mstep: Class 40 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783232.000000 Penalty: 89804.523438
Iteration 311Q: 41 clusters Score -1.277832e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48206 members 
Mstep: Class 3 contains 63584 members 
Mstep: Class 4 contains 16225 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 55143 members 
Mstep: Class 9 contains 13369 members 
Mstep: Class 10 contains 59987 members 
Mstep: Class 11 contains 51397 members 
Mstep: Class 12 contains 55998 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 55786 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8298 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 74677 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55322 members 
Mstep: Class 25 contains 82412 members 
Mstep: Class 26 contains 13782 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72854 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 54982 members 
Mstep: Class 32 contains 12859 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71240 members 
Mstep: Class 36 contains 13320 members 
Mstep: Class 37 contains 2637 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46560 members 
Mstep: Class 40 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783056.000000 Penalty: 89804.523438
Iteration 312Q: 41 clusters Score -1.277831e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48172 members 
Mstep: Class 3 contains 62409 members 
Mstep: Class 4 contains 16224 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 55005 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 60989 members 
Mstep: Class 11 contains 51379 members 
Mstep: Class 12 contains 56125 members 
Mstep: Class 13 contains 11752 members 
Mstep: Class 14 contains 55940 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8273 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 75398 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54839 members 
Mstep: Class 25 contains 82197 members 
Mstep: Class 26 contains 13782 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72805 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 55374 members 
Mstep: Class 32 contains 12880 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70825 members 
Mstep: Class 36 contains 13331 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46679 members 
Mstep: Class 40 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783104.000000 Penalty: 89804.523438
Iteration 313Q: 41 clusters Score -1.277831e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48155 members 
Mstep: Class 3 contains 61165 members 
Mstep: Class 4 contains 16224 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 54843 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 62096 members 
Mstep: Class 11 contains 51353 members 
Mstep: Class 12 contains 56212 members 
Mstep: Class 13 contains 11752 members 
Mstep: Class 14 contains 56098 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 75996 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54432 members 
Mstep: Class 25 contains 82026 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72747 members 
Mstep: Class 30 contains 6632 members 
Mstep: Class 31 contains 55873 members 
Mstep: Class 32 contains 12899 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70378 members 
Mstep: Class 36 contains 13344 members 
Mstep: Class 37 contains 2628 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46748 members 
Mstep: Class 40 contains 3773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783088.000000 Penalty: 89804.523438
Iteration 314Q: 41 clusters Score -1.277831e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48132 members 
Mstep: Class 3 contains 59980 members 
Mstep: Class 4 contains 16221 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13702 members 
Mstep: Class 8 contains 54638 members 
Mstep: Class 9 contains 13389 members 
Mstep: Class 10 contains 63166 members 
Mstep: Class 11 contains 51336 members 
Mstep: Class 12 contains 56317 members 
Mstep: Class 13 contains 11751 members 
Mstep: Class 14 contains 56227 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 76534 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54025 members 
Mstep: Class 25 contains 81868 members 
Mstep: Class 26 contains 13782 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72701 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 56458 members 
Mstep: Class 32 contains 12923 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69998 members 
Mstep: Class 36 contains 13354 members 
Mstep: Class 37 contains 2621 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46761 members 
Mstep: Class 40 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783048.000000 Penalty: 89804.523438
Iteration 315Q: 41 clusters Score -1.27783e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48108 members 
Mstep: Class 3 contains 58868 members 
Mstep: Class 4 contains 16217 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 54383 members 
Mstep: Class 9 contains 13403 members 
Mstep: Class 10 contains 63827 members 
Mstep: Class 11 contains 51312 members 
Mstep: Class 12 contains 56457 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 56336 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 77057 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53635 members 
Mstep: Class 25 contains 81691 members 
Mstep: Class 26 contains 13784 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72653 members 
Mstep: Class 30 contains 6626 members 
Mstep: Class 31 contains 57076 members 
Mstep: Class 32 contains 12941 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70059 members 
Mstep: Class 36 contains 13361 members 
Mstep: Class 37 contains 2614 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46713 members 
Mstep: Class 40 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783000.000000 Penalty: 89804.523438
Iteration 316Q: 41 clusters Score -1.27783e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48103 members 
Mstep: Class 3 contains 57837 members 
Mstep: Class 4 contains 16215 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 54134 members 
Mstep: Class 9 contains 13418 members 
Mstep: Class 10 contains 64035 members 
Mstep: Class 11 contains 51325 members 
Mstep: Class 12 contains 56590 members 
Mstep: Class 13 contains 11742 members 
Mstep: Class 14 contains 56429 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8110 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 77500 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53337 members 
Mstep: Class 25 contains 81526 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72599 members 
Mstep: Class 30 contains 6622 members 
Mstep: Class 31 contains 57678 members 
Mstep: Class 32 contains 12952 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70487 members 
Mstep: Class 36 contains 13361 members 
Mstep: Class 37 contains 2608 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46659 members 
Mstep: Class 40 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783064.000000 Penalty: 89804.523438
Iteration 317Q: 41 clusters Score -1.277831e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48092 members 
Mstep: Class 3 contains 56903 members 
Mstep: Class 4 contains 16213 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 53882 members 
Mstep: Class 9 contains 13431 members 
Mstep: Class 10 contains 63796 members 
Mstep: Class 11 contains 51328 members 
Mstep: Class 12 contains 56722 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 56512 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8065 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 77924 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53180 members 
Mstep: Class 25 contains 81364 members 
Mstep: Class 26 contains 13780 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72548 members 
Mstep: Class 30 contains 6622 members 
Mstep: Class 31 contains 58254 members 
Mstep: Class 32 contains 12956 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71175 members 
Mstep: Class 36 contains 13360 members 
Mstep: Class 37 contains 2608 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46596 members 
Mstep: Class 40 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782848.000000 Penalty: 89804.523438
Iteration 318Q: 41 clusters Score -1.277828e+08 nChanged 3124
Entering ConstructFrom: 
Score: -127782848.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -351594.843750 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -351594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -348952.625000 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -348952.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -349563.562500 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -349563.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -349694.781250 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -349694.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -349800.406250 Penalty: 2580.689697
	Iteration 3Q: 3 clusters Score -349800.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349893.750000 Penalty: 2580.689697
	Iteration 4F: 3 clusters Score -349893.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -349967.531250 Penalty: 2580.689697
	Iteration 5Q: 3 clusters Score -349967.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -350036.437500 Penalty: 2580.689697
	Iteration 6Q: 3 clusters Score -350036.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -350105.750000 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -350105.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -350190.437500 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -350190.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -350255.031250 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -350255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -350324.531250 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -350324.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -350403.468750 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -350403.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -350491.468750 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -350491.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -350582.343750 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -350582.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -350662.593750 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -350662.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -350725.968750 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -350726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -350771.437500 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -350771.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -350815.406250 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -350815.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -350855.187500 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -350855.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -350891.625000 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -350891.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -350933.250000 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -350933.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -350980.656250 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -350980.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -351018.187500 Penalty: 2580.689697
	Iteration 22Q: 3 clusters Score -351018.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -351040.906250 Penalty: 2580.689697
	Iteration 23Q: 3 clusters Score -351040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -351049.968750 Penalty: 2580.689697
	Iteration 24Q: 3 clusters Score -351050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -351055.125000 Penalty: 2580.689697
	Iteration 25Q: 3 clusters Score -351055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -351057.937500 Penalty: 2580.689697
	Iteration 26Q: 3 clusters Score -351057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -351059.218750 Penalty: 2580.689697
	Iteration 27Q: 3 clusters Score -351059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -351059.781250 Penalty: 2580.689697
	Iteration 28Q: 3 clusters Score -351059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -351061.375000 Penalty: 2580.689697
	Iteration 29Q: 3 clusters Score -351061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -351061.000000 Penalty: 2580.689697
	Iteration 30Q: 3 clusters Score -351061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -351061.000000 Penalty: 2580.689697
	Iteration 31F: 3 clusters Score -351061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Entering Unmasked Estep 
Score: -6037208.500000 Penalty: 1751.928833
	Iteration 0F: 2 clusters Score -6037208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -6005020.000000 Penalty: 3503.857666
	Iteration 0F: 3 clusters Score -6005020 nChanged 22583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -6017809.000000 Penalty: 3503.857666
	Iteration 1F: 3 clusters Score -6017809 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6018240.000000 Penalty: 3503.857666
	Iteration 2Q: 3 clusters Score -6018240 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -6018662.500000 Penalty: 3503.857666
	Iteration 3Q: 3 clusters Score -6018662 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -6019222.500000 Penalty: 3503.857666
	Iteration 4Q: 3 clusters Score -6019222 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -6020055.500000 Penalty: 3503.857666
	Iteration 5Q: 3 clusters Score -6020056 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6021551.000000 Penalty: 3503.857666
	Iteration 6F: 3 clusters Score -6021551 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -6024092.000000 Penalty: 3503.857666
	Iteration 7F: 3 clusters Score -6024092 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6027726.000000 Penalty: 3503.857666
	Iteration 8F: 3 clusters Score -6027726 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6031440.000000 Penalty: 3503.857666
	Iteration 9F: 3 clusters Score -6031440 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6033980.000000 Penalty: 3503.857666
	Iteration 10F: 3 clusters Score -6033980 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6035064.000000 Penalty: 3503.857666
	Iteration 11Q: 3 clusters Score -6035064 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6035442.500000 Penalty: 3503.857666
	Iteration 12Q: 3 clusters Score -6035442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6035554.500000 Penalty: 3503.857666
	Iteration 13Q: 3 clusters Score -6035554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6035623.500000 Penalty: 3503.857666
	Iteration 14Q: 3 clusters Score -6035624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6035650.500000 Penalty: 3503.857666
	Iteration 15Q: 3 clusters Score -6035650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6035667.000000 Penalty: 3503.857666
	Iteration 16Q: 3 clusters Score -6035667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6035668.000000 Penalty: 3503.857666
	Iteration 17Q: 3 clusters Score -6035668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6035674.500000 Penalty: 3503.857666
	Iteration 18Q: 3 clusters Score -6035674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6035681.000000 Penalty: 3503.857666
	Iteration 19Q: 3 clusters Score -6035681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6035681.000000 Penalty: 3503.857666
	Iteration 20F: 3 clusters Score -6035681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6035682.500000 Penalty: 3503.857666
	Iteration 21Q: 3 clusters Score -6035682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6035686.500000 Penalty: 3503.857666
	Iteration 22Q: 3 clusters Score -6035686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6035685.000000 Penalty: 3503.857666
	Iteration 23Q: 3 clusters Score -6035685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6035686.000000 Penalty: 3503.857666
	Iteration 24Q: 3 clusters Score -6035686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6035689.000000 Penalty: 3503.857666
	Iteration 25Q: 3 clusters Score -6035689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6035697.500000 Penalty: 3503.857666
	Iteration 26Q: 3 clusters Score -6035698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6035695.000000 Penalty: 3503.857666
	Iteration 27Q: 3 clusters Score -6035695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6035701.500000 Penalty: 3503.857666
	Iteration 28Q: 3 clusters Score -6035702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6035699.000000 Penalty: 3503.857666
	Iteration 29Q: 3 clusters Score -6035699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6035703.000000 Penalty: 3503.857666
	Iteration 30Q: 3 clusters Score -6035703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6035702.500000 Penalty: 3503.857666
	Iteration 31Q: 3 clusters Score -6035702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6035700.500000 Penalty: 3503.857666
	Iteration 32Q: 3 clusters Score -6035700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6035707.000000 Penalty: 3503.857666
	Iteration 33Q: 3 clusters Score -6035707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6035710.000000 Penalty: 3503.857666
	Iteration 34Q: 3 clusters Score -6035710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6035714.500000 Penalty: 3503.857666
	Iteration 35Q: 3 clusters Score -6035714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6035714.500000 Penalty: 3503.857666
	Iteration 36F: 3 clusters Score -6035714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Entering Unmasked Estep 
Score: -7453857.500000 Penalty: 1776.493408
	Iteration 0F: 2 clusters Score -7453858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -7417065.500000 Penalty: 3552.986816
	Iteration 0F: 3 clusters Score -7417066 nChanged 26285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7432582.500000 Penalty: 3552.986816
	Iteration 1F: 3 clusters Score -7432582 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -7433675.000000 Penalty: 3552.986816
	Iteration 2Q: 3 clusters Score -7433675 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -7435103.500000 Penalty: 3552.986816
	Iteration 3F: 3 clusters Score -7435104 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -7437159.000000 Penalty: 3552.986816
	Iteration 4F: 3 clusters Score -7437159 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -7439909.500000 Penalty: 3552.986816
	Iteration 5F: 3 clusters Score -7439910 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -7442959.500000 Penalty: 3552.986816
	Iteration 6F: 3 clusters Score -7442960 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -7445811.000000 Penalty: 3552.986816
	Iteration 7F: 3 clusters Score -7445811 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -7447795.500000 Penalty: 3552.986816
	Iteration 8Q: 3 clusters Score -7447796 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -7448867.500000 Penalty: 3552.986816
	Iteration 9Q: 3 clusters Score -7448868 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -7449518.500000 Penalty: 3552.986816
	Iteration 10Q: 3 clusters Score -7449518 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -7449894.000000 Penalty: 3552.986816
	Iteration 11Q: 3 clusters Score -7449894 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -7450184.500000 Penalty: 3552.986816
	Iteration 12Q: 3 clusters Score -7450184 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -7450453.000000 Penalty: 3552.986816
	Iteration 13Q: 3 clusters Score -7450453 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7450679.000000 Penalty: 3552.986816
	Iteration 14Q: 3 clusters Score -7450679 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -7450872.000000 Penalty: 3552.986816
	Iteration 15Q: 3 clusters Score -7450872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7451001.500000 Penalty: 3552.986816
	Iteration 16Q: 3 clusters Score -7451002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7451069.500000 Penalty: 3552.986816
	Iteration 17Q: 3 clusters Score -7451070 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7451163.000000 Penalty: 3552.986816
	Iteration 18Q: 3 clusters Score -7451163 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -7451213.000000 Penalty: 3552.986816
	Iteration 19Q: 3 clusters Score -7451213 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7451243.000000 Penalty: 3552.986816
	Iteration 20F: 3 clusters Score -7451243 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7451284.000000 Penalty: 3552.986816
	Iteration 21Q: 3 clusters Score -7451284 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -7451312.000000 Penalty: 3552.986816
	Iteration 22Q: 3 clusters Score -7451312 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7451328.000000 Penalty: 3552.986816
	Iteration 23Q: 3 clusters Score -7451328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -7451350.000000 Penalty: 3552.986816
	Iteration 24Q: 3 clusters Score -7451350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7451386.500000 Penalty: 3552.986816
	Iteration 25Q: 3 clusters Score -7451386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7451432.000000 Penalty: 3552.986816
	Iteration 26Q: 3 clusters Score -7451432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7451448.000000 Penalty: 3552.986816
	Iteration 27Q: 3 clusters Score -7451448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7451464.000000 Penalty: 3552.986816
	Iteration 28Q: 3 clusters Score -7451464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7451476.000000 Penalty: 3552.986816
	Iteration 29Q: 3 clusters Score -7451476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -7451493.000000 Penalty: 3552.986816
	Iteration 30Q: 3 clusters Score -7451493 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -7451499.500000 Penalty: 3552.986816
	Iteration 31Q: 3 clusters Score -7451500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7451531.500000 Penalty: 3552.986816
	Iteration 32Q: 3 clusters Score -7451532 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -7451578.000000 Penalty: 3552.986816
	Iteration 33Q: 3 clusters Score -7451578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7451607.000000 Penalty: 3552.986816
	Iteration 34Q: 3 clusters Score -7451607 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -7451607.500000 Penalty: 3552.986816
	Iteration 35Q: 3 clusters Score -7451608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -7451657.500000 Penalty: 3552.986816
	Iteration 36Q: 3 clusters Score -7451658 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -7451706.000000 Penalty: 3552.986816
	Iteration 37Q: 3 clusters Score -7451706 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -7451715.000000 Penalty: 3552.986816
	Iteration 38Q: 3 clusters Score -7451715 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7451783.500000 Penalty: 3552.986816
	Iteration 39Q: 3 clusters Score -7451784 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -7451826.000000 Penalty: 3552.986816
	Iteration 40F: 3 clusters Score -7451826 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -7451853.500000 Penalty: 3552.986816
	Iteration 41Q: 3 clusters Score -7451854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -7451929.000000 Penalty: 3552.986816
	Iteration 42Q: 3 clusters Score -7451929 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -7451939.500000 Penalty: 3552.986816
	Iteration 43Q: 3 clusters Score -7451940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -7451998.500000 Penalty: 3552.986816
	Iteration 44Q: 3 clusters Score -7451998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -7452038.000000 Penalty: 3552.986816
	Iteration 45Q: 3 clusters Score -7452038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7452082.500000 Penalty: 3552.986816
	Iteration 46Q: 3 clusters Score -7452082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -7452076.500000 Penalty: 3552.986816
	Iteration 47Q: 3 clusters Score -7452076 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -7452126.500000 Penalty: 3552.986816
	Iteration 48Q: 3 clusters Score -7452126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -7452116.500000 Penalty: 3552.986816
	Iteration 49Q: 3 clusters Score -7452116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -7452125.500000 Penalty: 3552.986816
	Iteration 50Q: 3 clusters Score -7452126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7452147.000000 Penalty: 3552.986816
	Iteration 51Q: 3 clusters Score -7452147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -7452152.000000 Penalty: 3552.986816
	Iteration 52Q: 3 clusters Score -7452152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -7452158.500000 Penalty: 3552.986816
	Iteration 53Q: 3 clusters Score -7452158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -7452181.000000 Penalty: 3552.986816
	Iteration 54Q: 3 clusters Score -7452181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -7452182.000000 Penalty: 3552.986816
	Iteration 55Q: 3 clusters Score -7452182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -7452187.000000 Penalty: 3552.986816
	Iteration 56Q: 3 clusters Score -7452187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -7452192.000000 Penalty: 3552.986816
	Iteration 57Q: 3 clusters Score -7452192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -7452198.000000 Penalty: 3552.986816
	Iteration 58Q: 3 clusters Score -7452198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -7452190.500000 Penalty: 3552.986816
	Iteration 59Q: 3 clusters Score -7452190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -7452192.000000 Penalty: 3552.986816
	Iteration 60F: 3 clusters Score -7452192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -7452185.500000 Penalty: 3552.986816
	Iteration 61Q: 3 clusters Score -7452186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -7452189.500000 Penalty: 3552.986816
	Iteration 62Q: 3 clusters Score -7452190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -7452186.000000 Penalty: 3552.986816
	Iteration 63Q: 3 clusters Score -7452186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -7452186.500000 Penalty: 3552.986816
	Iteration 64Q: 3 clusters Score -7452186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -7452196.000000 Penalty: 3552.986816
	Iteration 65Q: 3 clusters Score -7452196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -7452193.500000 Penalty: 3552.986816
	Iteration 66Q: 3 clusters Score -7452194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -7452195.500000 Penalty: 3552.986816
	Iteration 67Q: 3 clusters Score -7452196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -7452192.000000 Penalty: 3552.986816
	Iteration 68Q: 3 clusters Score -7452192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -7452195.500000 Penalty: 3552.986816
	Iteration 69Q: 3 clusters Score -7452196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -7452195.500000 Penalty: 3552.986816
	Iteration 70F: 3 clusters Score -7452196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Entering Unmasked Estep 
Score: -2079103.750000 Penalty: 1575.174805
	Iteration 0F: 2 clusters Score -2079104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2067897.500000 Penalty: 3150.349609
	Iteration 0F: 3 clusters Score -2067898 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2071887.250000 Penalty: 3150.349609
	Iteration 1F: 3 clusters Score -2071887 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2072245.500000 Penalty: 3150.349609
	Iteration 2F: 3 clusters Score -2072246 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2072579.875000 Penalty: 3150.349609
	Iteration 3Q: 3 clusters Score -2072580 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2072952.375000 Penalty: 3150.349609
	Iteration 4Q: 3 clusters Score -2072952 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2073383.250000 Penalty: 3150.349609
	Iteration 5Q: 3 clusters Score -2073383 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2073864.625000 Penalty: 3150.349609
	Iteration 6Q: 3 clusters Score -2073865 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2074345.875000 Penalty: 3150.349609
	Iteration 7Q: 3 clusters Score -2074346 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2074803.125000 Penalty: 3150.349609
	Iteration 8Q: 3 clusters Score -2074803 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2075207.000000 Penalty: 3150.349609
	Iteration 9Q: 3 clusters Score -2075207 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2075562.625000 Penalty: 3150.349609
	Iteration 10Q: 3 clusters Score -2075563 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2075879.500000 Penalty: 3150.349609
	Iteration 11Q: 3 clusters Score -2075880 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2076152.375000 Penalty: 3150.349609
	Iteration 12Q: 3 clusters Score -2076152 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2076396.125000 Penalty: 3150.349609
	Iteration 13Q: 3 clusters Score -2076396 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2076617.375000 Penalty: 3150.349609
	Iteration 14Q: 3 clusters Score -2076617 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2076811.250000 Penalty: 3150.349609
	Iteration 15Q: 3 clusters Score -2076811 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2076977.000000 Penalty: 3150.349609
	Iteration 16Q: 3 clusters Score -2076977 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2077106.750000 Penalty: 3150.349609
	Iteration 17Q: 3 clusters Score -2077107 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2077206.375000 Penalty: 3150.349609
	Iteration 18Q: 3 clusters Score -2077206 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2077290.500000 Penalty: 3150.349609
	Iteration 19Q: 3 clusters Score -2077290 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2077355.500000 Penalty: 3150.349609
	Iteration 20F: 3 clusters Score -2077356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2077392.000000 Penalty: 3150.349609
	Iteration 21Q: 3 clusters Score -2077392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2077433.625000 Penalty: 3150.349609
	Iteration 22Q: 3 clusters Score -2077434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2077469.625000 Penalty: 3150.349609
	Iteration 23Q: 3 clusters Score -2077470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2077491.750000 Penalty: 3150.349609
	Iteration 24Q: 3 clusters Score -2077492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2077504.875000 Penalty: 3150.349609
	Iteration 25Q: 3 clusters Score -2077505 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2077532.000000 Penalty: 3150.349609
	Iteration 26Q: 3 clusters Score -2077532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2077547.375000 Penalty: 3150.349609
	Iteration 27Q: 3 clusters Score -2077547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2077561.250000 Penalty: 3150.349609
	Iteration 28Q: 3 clusters Score -2077561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2077568.500000 Penalty: 3150.349609
	Iteration 29Q: 3 clusters Score -2077568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2077574.250000 Penalty: 3150.349609
	Iteration 30Q: 3 clusters Score -2077574 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2077594.625000 Penalty: 3150.349609
	Iteration 31Q: 3 clusters Score -2077595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2077597.500000 Penalty: 3150.349609
	Iteration 32Q: 3 clusters Score -2077598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2077599.000000 Penalty: 3150.349609
	Iteration 33Q: 3 clusters Score -2077599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2077609.250000 Penalty: 3150.349609
	Iteration 34Q: 3 clusters Score -2077609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2077614.875000 Penalty: 3150.349609
	Iteration 35Q: 3 clusters Score -2077615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2077619.500000 Penalty: 3150.349609
	Iteration 36Q: 3 clusters Score -2077620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2077618.250000 Penalty: 3150.349609
	Iteration 37Q: 3 clusters Score -2077618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2077621.875000 Penalty: 3150.349609
	Iteration 38Q: 3 clusters Score -2077622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2077626.250000 Penalty: 3150.349609
	Iteration 39Q: 3 clusters Score -2077626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2077629.250000 Penalty: 3150.349609
	Iteration 40F: 3 clusters Score -2077629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2077632.500000 Penalty: 3150.349609
	Iteration 41Q: 3 clusters Score -2077632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2077629.625000 Penalty: 3150.349609
	Iteration 42Q: 3 clusters Score -2077630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2077631.125000 Penalty: 3150.349609
	Iteration 43Q: 3 clusters Score -2077631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2077630.875000 Penalty: 3150.349609
	Iteration 44Q: 3 clusters Score -2077631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2077631.125000 Penalty: 3150.349609
	Iteration 45Q: 3 clusters Score -2077631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2077632.750000 Penalty: 3150.349609
	Iteration 46Q: 3 clusters Score -2077633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2077630.875000 Penalty: 3150.349609
	Iteration 47Q: 3 clusters Score -2077631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2077626.625000 Penalty: 3150.349609
	Iteration 48Q: 3 clusters Score -2077627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2077631.375000 Penalty: 3150.349609
	Iteration 49Q: 3 clusters Score -2077631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2077628.375000 Penalty: 3150.349609
	Iteration 50Q: 3 clusters Score -2077628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2077629.125000 Penalty: 3150.349609
	Iteration 51Q: 3 clusters Score -2077629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2077630.375000 Penalty: 3150.349609
	Iteration 52Q: 3 clusters Score -2077630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2077631.250000 Penalty: 3150.349609
	Iteration 53Q: 3 clusters Score -2077631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2077630.875000 Penalty: 3150.349609
	Iteration 54Q: 3 clusters Score -2077631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2077631.625000 Penalty: 3150.349609
	Iteration 55Q: 3 clusters Score -2077632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2077632.375000 Penalty: 3150.349609
	Iteration 56Q: 3 clusters Score -2077632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2077632.000000 Penalty: 3150.349609
	Iteration 57Q: 3 clusters Score -2077632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2077634.750000 Penalty: 3150.349609
	Iteration 58Q: 3 clusters Score -2077635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2077635.000000 Penalty: 3150.349609
	Iteration 59Q: 3 clusters Score -2077635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2077635.000000 Penalty: 3150.349609
	Iteration 60F: 3 clusters Score -2077635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2077639.375000 Penalty: 3150.349609
	Iteration 61Q: 3 clusters Score -2077639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2077639.375000 Penalty: 3150.349609
	Iteration 62F: 3 clusters Score -2077639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -615332.000000 Penalty: 1377.545654
	Iteration 0F: 2 clusters Score -615332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -611425.687500 Penalty: 2755.091309
	Iteration 0F: 3 clusters Score -611425.7 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -612409.687500 Penalty: 2755.091309
	Iteration 1F: 3 clusters Score -612409.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -612591.375000 Penalty: 2755.091309
	Iteration 2F: 3 clusters Score -612591.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -612707.187500 Penalty: 2755.091309
	Iteration 3F: 3 clusters Score -612707.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -612789.312500 Penalty: 2755.091309
	Iteration 4Q: 3 clusters Score -612789.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -612873.562500 Penalty: 2755.091309
	Iteration 5Q: 3 clusters Score -612873.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -612929.312500 Penalty: 2755.091309
	Iteration 6Q: 3 clusters Score -612929.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -612981.937500 Penalty: 2755.091309
	Iteration 7Q: 3 clusters Score -612981.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -613044.000000 Penalty: 2755.091309
	Iteration 8Q: 3 clusters Score -613044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -613116.875000 Penalty: 2755.091309
	Iteration 9Q: 3 clusters Score -613116.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -613202.437500 Penalty: 2755.091309
	Iteration 10Q: 3 clusters Score -613202.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -613310.750000 Penalty: 2755.091309
	Iteration 11Q: 3 clusters Score -613310.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -613442.375000 Penalty: 2755.091309
	Iteration 12Q: 3 clusters Score -613442.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -613588.750000 Penalty: 2755.091309
	Iteration 13Q: 3 clusters Score -613588.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -613726.000000 Penalty: 2755.091309
	Iteration 14Q: 3 clusters Score -613726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -613841.437500 Penalty: 2755.091309
	Iteration 15Q: 3 clusters Score -613841.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -613939.437500 Penalty: 2755.091309
	Iteration 16Q: 3 clusters Score -613939.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -614006.812500 Penalty: 2755.091309
	Iteration 17Q: 3 clusters Score -614006.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -614073.062500 Penalty: 2755.091309
	Iteration 18Q: 3 clusters Score -614073.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -614105.625000 Penalty: 2755.091309
	Iteration 19Q: 3 clusters Score -614105.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -614132.812500 Penalty: 2755.091309
	Iteration 20F: 3 clusters Score -614132.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -614154.562500 Penalty: 2755.091309
	Iteration 21Q: 3 clusters Score -614154.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -614169.625000 Penalty: 2755.091309
	Iteration 22Q: 3 clusters Score -614169.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -614182.500000 Penalty: 2755.091309
	Iteration 23Q: 3 clusters Score -614182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -614188.187500 Penalty: 2755.091309
	Iteration 24Q: 3 clusters Score -614188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -614190.625000 Penalty: 2755.091309
	Iteration 25Q: 3 clusters Score -614190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -614193.437500 Penalty: 2755.091309
	Iteration 26Q: 3 clusters Score -614193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -614197.937500 Penalty: 2755.091309
	Iteration 27Q: 3 clusters Score -614197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -614203.625000 Penalty: 2755.091309
	Iteration 28Q: 3 clusters Score -614203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -614209.687500 Penalty: 2755.091309
	Iteration 29Q: 3 clusters Score -614209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -614216.125000 Penalty: 2755.091309
	Iteration 30Q: 3 clusters Score -614216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -614217.812500 Penalty: 2755.091309
	Iteration 31Q: 3 clusters Score -614217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -614218.250000 Penalty: 2755.091309
	Iteration 32Q: 3 clusters Score -614218.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -614218.250000 Penalty: 2755.091309
	Iteration 33F: 3 clusters Score -614218.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -811527.250000 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -811527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -806671.562500 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -806671.6 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -808074.750000 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -808074.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -808312.625000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -808312.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -808509.062500 Penalty: 2848.773926
	Iteration 3F: 3 clusters Score -808509.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -808679.437500 Penalty: 2848.773926
	Iteration 4F: 3 clusters Score -808679.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -808868.562500 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -808868.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -809087.250000 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -809087.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -809312.187500 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -809312.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -809565.562500 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -809565.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -809787.250000 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -809787.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -809939.687500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -809939.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -810082.687500 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -810082.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -810166.937500 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -810166.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -810238.687500 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -810238.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -810299.437500 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -810299.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -810343.125000 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -810343.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -810382.625000 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -810382.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -810409.687500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -810409.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -810424.312500 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -810424.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -810437.187500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -810437.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -810447.625000 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -810447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -810453.250000 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -810453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -810458.312500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -810458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -810462.937500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -810462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -810466.250000 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -810466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -810467.437500 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -810467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -810469.250000 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -810469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -810469.812500 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -810469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -810469.812500 Penalty: 2848.773926
	Iteration 28F: 3 clusters Score -810469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Entering Unmasked Estep 
Score: -1622972.750000 Penalty: 1547.742065
	Iteration 0F: 2 clusters Score -1622973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1613524.250000 Penalty: 3095.484131
	Iteration 0F: 3 clusters Score -1613524 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1617154.000000 Penalty: 3095.484131
	Iteration 1F: 3 clusters Score -1617154 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1617917.500000 Penalty: 3095.484131
	Iteration 2F: 3 clusters Score -1617918 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1618711.500000 Penalty: 3095.484131
	Iteration 3F: 3 clusters Score -1618712 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1619434.375000 Penalty: 3095.484131
	Iteration 4F: 3 clusters Score -1619434 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1620001.250000 Penalty: 3095.484131
	Iteration 5F: 3 clusters Score -1620001 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1620412.250000 Penalty: 3095.484131
	Iteration 6F: 3 clusters Score -1620412 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1620732.250000 Penalty: 3095.484131
	Iteration 7Q: 3 clusters Score -1620732 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1621038.875000 Penalty: 3095.484131
	Iteration 8Q: 3 clusters Score -1621039 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1621289.125000 Penalty: 3095.484131
	Iteration 9Q: 3 clusters Score -1621289 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1621499.750000 Penalty: 3095.484131
	Iteration 10Q: 3 clusters Score -1621500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1621702.375000 Penalty: 3095.484131
	Iteration 11Q: 3 clusters Score -1621702 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1621878.375000 Penalty: 3095.484131
	Iteration 12Q: 3 clusters Score -1621878 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1622046.875000 Penalty: 3095.484131
	Iteration 13Q: 3 clusters Score -1622047 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1622175.500000 Penalty: 3095.484131
	Iteration 14Q: 3 clusters Score -1622176 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1622263.625000 Penalty: 3095.484131
	Iteration 15Q: 3 clusters Score -1622264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1622340.000000 Penalty: 3095.484131
	Iteration 16Q: 3 clusters Score -1622340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1622395.250000 Penalty: 3095.484131
	Iteration 17Q: 3 clusters Score -1622395 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1622429.625000 Penalty: 3095.484131
	Iteration 18Q: 3 clusters Score -1622430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1622461.250000 Penalty: 3095.484131
	Iteration 19Q: 3 clusters Score -1622461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1622479.625000 Penalty: 3095.484131
	Iteration 20F: 3 clusters Score -1622480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1622490.625000 Penalty: 3095.484131
	Iteration 21Q: 3 clusters Score -1622491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1622503.375000 Penalty: 3095.484131
	Iteration 22Q: 3 clusters Score -1622503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1622509.000000 Penalty: 3095.484131
	Iteration 23Q: 3 clusters Score -1622509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1622510.375000 Penalty: 3095.484131
	Iteration 24Q: 3 clusters Score -1622510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1622515.500000 Penalty: 3095.484131
	Iteration 25Q: 3 clusters Score -1622516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1622520.375000 Penalty: 3095.484131
	Iteration 26Q: 3 clusters Score -1622520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1622523.750000 Penalty: 3095.484131
	Iteration 27Q: 3 clusters Score -1622524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1622522.875000 Penalty: 3095.484131
	Iteration 28Q: 3 clusters Score -1622523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1622522.875000 Penalty: 3095.484131
	Iteration 29F: 3 clusters Score -1622523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Entering Unmasked Estep 
Score: -7079218.500000 Penalty: 1769.636230
	Iteration 0F: 2 clusters Score -7079218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -7043476.000000 Penalty: 3539.272461
	Iteration 0F: 3 clusters Score -7043476 nChanged 25222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -7057937.000000 Penalty: 3539.272461
	Iteration 1F: 3 clusters Score -7057937 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7058514.500000 Penalty: 3539.272461
	Iteration 2Q: 3 clusters Score -7058514 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -7059123.500000 Penalty: 3539.272461
	Iteration 3Q: 3 clusters Score -7059124 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -7059961.000000 Penalty: 3539.272461
	Iteration 4Q: 3 clusters Score -7059961 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -7061065.000000 Penalty: 3539.272461
	Iteration 5Q: 3 clusters Score -7061065 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -7062777.000000 Penalty: 3539.272461
	Iteration 6F: 3 clusters Score -7062777 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -7065176.000000 Penalty: 3539.272461
	Iteration 7F: 3 clusters Score -7065176 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -7068291.500000 Penalty: 3539.272461
	Iteration 8F: 3 clusters Score -7068292 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -7071142.500000 Penalty: 3539.272461
	Iteration 9F: 3 clusters Score -7071142 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -7072548.000000 Penalty: 3539.272461
	Iteration 10F: 3 clusters Score -7072548 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -7073097.000000 Penalty: 3539.272461
	Iteration 11Q: 3 clusters Score -7073097 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -7073332.500000 Penalty: 3539.272461
	Iteration 12Q: 3 clusters Score -7073332 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -7073447.500000 Penalty: 3539.272461
	Iteration 13Q: 3 clusters Score -7073448 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7073522.000000 Penalty: 3539.272461
	Iteration 14Q: 3 clusters Score -7073522 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -7073589.000000 Penalty: 3539.272461
	Iteration 15Q: 3 clusters Score -7073589 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -7073672.500000 Penalty: 3539.272461
	Iteration 16Q: 3 clusters Score -7073672 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -7073743.500000 Penalty: 3539.272461
	Iteration 17Q: 3 clusters Score -7073744 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -7073811.000000 Penalty: 3539.272461
	Iteration 18Q: 3 clusters Score -7073811 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -7073911.000000 Penalty: 3539.272461
	Iteration 19Q: 3 clusters Score -7073911 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -7073944.500000 Penalty: 3539.272461
	Iteration 20F: 3 clusters Score -7073944 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -7073967.000000 Penalty: 3539.272461
	Iteration 21Q: 3 clusters Score -7073967 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -7074009.500000 Penalty: 3539.272461
	Iteration 22Q: 3 clusters Score -7074010 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -7074059.000000 Penalty: 3539.272461
	Iteration 23Q: 3 clusters Score -7074059 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7074084.500000 Penalty: 3539.272461
	Iteration 24Q: 3 clusters Score -7074084 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7074087.500000 Penalty: 3539.272461
	Iteration 25Q: 3 clusters Score -7074088 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -7074148.000000 Penalty: 3539.272461
	Iteration 26Q: 3 clusters Score -7074148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -7074156.000000 Penalty: 3539.272461
	Iteration 27Q: 3 clusters Score -7074156 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -7074209.500000 Penalty: 3539.272461
	Iteration 28Q: 3 clusters Score -7074210 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -7074252.000000 Penalty: 3539.272461
	Iteration 29Q: 3 clusters Score -7074252 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -7074286.000000 Penalty: 3539.272461
	Iteration 30Q: 3 clusters Score -7074286 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7074314.500000 Penalty: 3539.272461
	Iteration 31Q: 3 clusters Score -7074314 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7074347.000000 Penalty: 3539.272461
	Iteration 32Q: 3 clusters Score -7074347 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -7074405.000000 Penalty: 3539.272461
	Iteration 33Q: 3 clusters Score -7074405 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -7074442.500000 Penalty: 3539.272461
	Iteration 34Q: 3 clusters Score -7074442 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7074498.000000 Penalty: 3539.272461
	Iteration 35Q: 3 clusters Score -7074498 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7074552.000000 Penalty: 3539.272461
	Iteration 36Q: 3 clusters Score -7074552 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7074600.500000 Penalty: 3539.272461
	Iteration 37Q: 3 clusters Score -7074600 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -7074655.500000 Penalty: 3539.272461
	Iteration 38Q: 3 clusters Score -7074656 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7074713.500000 Penalty: 3539.272461
	Iteration 39Q: 3 clusters Score -7074714 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -7074777.500000 Penalty: 3539.272461
	Iteration 40F: 3 clusters Score -7074778 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -7074851.500000 Penalty: 3539.272461
	Iteration 41Q: 3 clusters Score -7074852 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -7074956.500000 Penalty: 3539.272461
	Iteration 42Q: 3 clusters Score -7074956 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -7075030.000000 Penalty: 3539.272461
	Iteration 43Q: 3 clusters Score -7075030 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7075136.500000 Penalty: 3539.272461
	Iteration 44Q: 3 clusters Score -7075136 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -7075222.000000 Penalty: 3539.272461
	Iteration 45Q: 3 clusters Score -7075222 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -7075313.500000 Penalty: 3539.272461
	Iteration 46Q: 3 clusters Score -7075314 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -7075425.500000 Penalty: 3539.272461
	Iteration 47Q: 3 clusters Score -7075426 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -7075500.000000 Penalty: 3539.272461
	Iteration 48Q: 3 clusters Score -7075500 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -7075578.000000 Penalty: 3539.272461
	Iteration 49Q: 3 clusters Score -7075578 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -7075683.000000 Penalty: 3539.272461
	Iteration 50Q: 3 clusters Score -7075683 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -7075768.500000 Penalty: 3539.272461
	Iteration 51Q: 3 clusters Score -7075768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -7075850.500000 Penalty: 3539.272461
	Iteration 52Q: 3 clusters Score -7075850 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -7075888.500000 Penalty: 3539.272461
	Iteration 53Q: 3 clusters Score -7075888 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -7075965.500000 Penalty: 3539.272461
	Iteration 54Q: 3 clusters Score -7075966 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -7076007.000000 Penalty: 3539.272461
	Iteration 55Q: 3 clusters Score -7076007 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -7076075.500000 Penalty: 3539.272461
	Iteration 56Q: 3 clusters Score -7076076 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -7076142.500000 Penalty: 3539.272461
	Iteration 57Q: 3 clusters Score -7076142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -7076174.000000 Penalty: 3539.272461
	Iteration 58Q: 3 clusters Score -7076174 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -7076232.500000 Penalty: 3539.272461
	Iteration 59Q: 3 clusters Score -7076232 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -7076279.500000 Penalty: 3539.272461
	Iteration 60F: 3 clusters Score -7076280 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -7076340.500000 Penalty: 3539.272461
	Iteration 61Q: 3 clusters Score -7076340 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7076392 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7076448 nChanged 265
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Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7076487 nChanged 264
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Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7076638 nChanged 195
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Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7076661 nChanged 175
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Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7076752 nChanged 152
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Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7076804 nChanged 162
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Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7076894 nChanged 144
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Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7076920 nChanged 145
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Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7076936 nChanged 141
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Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7076953 nChanged 145
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Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7077138 nChanged 135
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Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7077148 nChanged 126
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Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7077161 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7077156 nChanged 165
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Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7077212 nChanged 162
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Mstep: Class 1 contains 48568 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7077228 nChanged 168
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Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7077269 nChanged 154
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Mstep: Class 1 contains 48888 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7077310 nChanged 149
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Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7077344 nChanged 152
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Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7077364 nChanged 145
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Mstep: Class 1 contains 49328 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49458 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7077406 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7077426 nChanged 130
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Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7077448 nChanged 122
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Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7077466 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7077466 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7077500 nChanged 88
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Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7077511 nChanged 98
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Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7077532 nChanged 95
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Mstep: Class 1 contains 50333 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7077564 nChanged 97
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Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7077562 nChanged 86
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Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7077570 nChanged 81
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Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7077578 nChanged 71
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Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7077604 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7077612 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7077628 nChanged 64
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Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7077634 nChanged 59
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Mstep: Class 1 contains 50897 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7077666 nChanged 61
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Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7077688 nChanged 57
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Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 2628 members 
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	Iteration 117Q: 3 clusters Score -7077699 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7077703 nChanged 49
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Mstep: Class 1 contains 51112 members 
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Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7077704 nChanged 47
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Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7077722 nChanged 35
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Mstep: Class 1 contains 51228 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7077718 nChanged 28
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Mstep: Class 1 contains 51254 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7077717 nChanged 20
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Mstep: Class 1 contains 51274 members 
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	Iteration 124Q: 3 clusters Score -7077710 nChanged 23
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Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7077713.000000 Penalty: 3539.272461
	Iteration 125Q: 3 clusters Score -7077713 nChanged 29
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Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 2317 members 
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	Iteration 126Q: 3 clusters Score -7077710 nChanged 26
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Mstep: Class 1 contains 51350 members 
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Entering Unmasked Estep 
Score: -7077714.500000 Penalty: 3539.272461
	Iteration 127Q: 3 clusters Score -7077714 nChanged 24
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Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7077716 nChanged 28
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Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7077733 nChanged 31
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Mstep: Class 1 contains 51429 members 
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	Iteration 130Q: 3 clusters Score -7077740 nChanged 25
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Mstep: Class 1 contains 51452 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7077738 nChanged 25
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Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7077743 nChanged 25
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Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 2139 members 
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	Iteration 133Q: 3 clusters Score -7077751 nChanged 20
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Mstep: Class 1 contains 51522 members 
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Entering Unmasked Estep 
Score: -7077753.500000 Penalty: 3539.272461
	Iteration 134Q: 3 clusters Score -7077754 nChanged 24
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Mstep: Class 1 contains 51546 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7077758 nChanged 25
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Mstep: Class 1 contains 51569 members 
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Entering Unmasked Estep 
Score: -7077761.500000 Penalty: 3539.272461
	Iteration 136Q: 3 clusters Score -7077762 nChanged 22
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Mstep: Class 1 contains 51587 members 
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Score: -7077760.500000 Penalty: 3539.272461
	Iteration 137Q: 3 clusters Score -7077760 nChanged 25
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Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7077772.000000 Penalty: 3539.272461
	Iteration 138Q: 3 clusters Score -7077772 nChanged 23
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Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 2008 members 
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	Iteration 139Q: 3 clusters Score -7077768 nChanged 25
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Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7077768 nChanged 26
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Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 1963 members 
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	Iteration 141Q: 3 clusters Score -7077772 nChanged 29
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Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7077781.000000 Penalty: 3539.272461
	Iteration 142Q: 3 clusters Score -7077781 nChanged 26
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Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7077789 nChanged 24
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Mstep: Class 2 contains 1892 members 
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	Iteration 144Q: 3 clusters Score -7077787 nChanged 29
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Mstep: Class 1 contains 51770 members 
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	Iteration 145Q: 3 clusters Score -7077778 nChanged 26
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Mstep: Class 1 contains 51794 members 
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	Iteration 146Q: 3 clusters Score -7077786 nChanged 20
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	Iteration 147Q: 3 clusters Score -7077801 nChanged 15
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7077806 nChanged 19
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7077810 nChanged 11
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	Iteration 150Q: 3 clusters Score -7077811 nChanged 11
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Mstep: Class 2 contains 1777 members 
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	Iteration 151Q: 3 clusters Score -7077811 nChanged 4
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7077808 nChanged 3
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	Iteration 153Q: 3 clusters Score -7077808 nChanged 4
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7077804 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7077807.000000 Penalty: 3539.272461
	Iteration 155Q: 3 clusters Score -7077807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7077811.500000 Penalty: 3539.272461
	Iteration 156Q: 3 clusters Score -7077812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7077813.500000 Penalty: 3539.272461
	Iteration 157Q: 3 clusters Score -7077814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7077809.000000 Penalty: 3539.272461
	Iteration 158Q: 3 clusters Score -7077809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7077807.500000 Penalty: 3539.272461
	Iteration 159Q: 3 clusters Score -7077808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7077797.000000 Penalty: 3539.272461
	Iteration 160F: 3 clusters Score -7077797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7077806.000000 Penalty: 3539.272461
	Iteration 161Q: 3 clusters Score -7077806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7077810.000000 Penalty: 3539.272461
	Iteration 162Q: 3 clusters Score -7077810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7077808.500000 Penalty: 3539.272461
	Iteration 163Q: 3 clusters Score -7077808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7077809.500000 Penalty: 3539.272461
	Iteration 164Q: 3 clusters Score -7077810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7077815.000000 Penalty: 3539.272461
	Iteration 165Q: 3 clusters Score -7077815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7077815.000000 Penalty: 3539.272461
	Iteration 166Q: 3 clusters Score -7077815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7077820.000000 Penalty: 3539.272461
	Iteration 167Q: 3 clusters Score -7077820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7077823.000000 Penalty: 3539.272461
	Iteration 168Q: 3 clusters Score -7077823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7077819.000000 Penalty: 3539.272461
	Iteration 169Q: 3 clusters Score -7077819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7077824.500000 Penalty: 3539.272461
	Iteration 170Q: 3 clusters Score -7077824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7077828.000000 Penalty: 3539.272461
	Iteration 171Q: 3 clusters Score -7077828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7077827.500000 Penalty: 3539.272461
	Iteration 172Q: 3 clusters Score -7077828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7077829.500000 Penalty: 3539.272461
	Iteration 173Q: 3 clusters Score -7077830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7077826.500000 Penalty: 3539.272461
	Iteration 174Q: 3 clusters Score -7077826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7077826.000000 Penalty: 3539.272461
	Iteration 175Q: 3 clusters Score -7077826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7077825.000000 Penalty: 3539.272461
	Iteration 176Q: 3 clusters Score -7077825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7077826.000000 Penalty: 3539.272461
	Iteration 177Q: 3 clusters Score -7077826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7077827.500000 Penalty: 3539.272461
	Iteration 178Q: 3 clusters Score -7077828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7077824.500000 Penalty: 3539.272461
	Iteration 179Q: 3 clusters Score -7077824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7077832.500000 Penalty: 3539.272461
	Iteration 180F: 3 clusters Score -7077832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7077831.500000 Penalty: 3539.272461
	Iteration 181Q: 3 clusters Score -7077832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7077831.500000 Penalty: 3539.272461
	Iteration 182F: 3 clusters Score -7077832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Entering Unmasked Estep 
Score: -1688069.000000 Penalty: 1544.783936
	Iteration 0F: 2 clusters Score -1688069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1678712.250000 Penalty: 3089.567871
	Iteration 0F: 3 clusters Score -1678712 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1681993.750000 Penalty: 3089.567871
	Iteration 1F: 3 clusters Score -1681994 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1682310.125000 Penalty: 3089.567871
	Iteration 2F: 3 clusters Score -1682310 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1682597.625000 Penalty: 3089.567871
	Iteration 3Q: 3 clusters Score -1682598 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1682893.625000 Penalty: 3089.567871
	Iteration 4Q: 3 clusters Score -1682894 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1683272.750000 Penalty: 3089.567871
	Iteration 5F: 3 clusters Score -1683273 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1683738.625000 Penalty: 3089.567871
	Iteration 6F: 3 clusters Score -1683739 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1684298.625000 Penalty: 3089.567871
	Iteration 7F: 3 clusters Score -1684299 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1684928.000000 Penalty: 3089.567871
	Iteration 8F: 3 clusters Score -1684928 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1685501.625000 Penalty: 3089.567871
	Iteration 9Q: 3 clusters Score -1685502 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1685945.000000 Penalty: 3089.567871
	Iteration 10Q: 3 clusters Score -1685945 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1686225.750000 Penalty: 3089.567871
	Iteration 11Q: 3 clusters Score -1686226 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1686370.125000 Penalty: 3089.567871
	Iteration 12Q: 3 clusters Score -1686370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1686450.875000 Penalty: 3089.567871
	Iteration 13Q: 3 clusters Score -1686451 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1686521.250000 Penalty: 3089.567871
	Iteration 14Q: 3 clusters Score -1686521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1686582.625000 Penalty: 3089.567871
	Iteration 15Q: 3 clusters Score -1686583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1686636.875000 Penalty: 3089.567871
	Iteration 16Q: 3 clusters Score -1686637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1686683.375000 Penalty: 3089.567871
	Iteration 17Q: 3 clusters Score -1686683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1686720.375000 Penalty: 3089.567871
	Iteration 18Q: 3 clusters Score -1686720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1686751.500000 Penalty: 3089.567871
	Iteration 19Q: 3 clusters Score -1686752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1686774.750000 Penalty: 3089.567871
	Iteration 20F: 3 clusters Score -1686775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1686792.875000 Penalty: 3089.567871
	Iteration 21Q: 3 clusters Score -1686793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1686812.500000 Penalty: 3089.567871
	Iteration 22Q: 3 clusters Score -1686812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1686820.000000 Penalty: 3089.567871
	Iteration 23Q: 3 clusters Score -1686820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1686827.750000 Penalty: 3089.567871
	Iteration 24Q: 3 clusters Score -1686828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1686833.375000 Penalty: 3089.567871
	Iteration 25Q: 3 clusters Score -1686833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1686842.625000 Penalty: 3089.567871
	Iteration 26Q: 3 clusters Score -1686843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1686846.000000 Penalty: 3089.567871
	Iteration 27Q: 3 clusters Score -1686846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1686848.000000 Penalty: 3089.567871
	Iteration 28Q: 3 clusters Score -1686848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1686853.250000 Penalty: 3089.567871
	Iteration 29Q: 3 clusters Score -1686853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1686852.000000 Penalty: 3089.567871
	Iteration 30Q: 3 clusters Score -1686852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1686862.500000 Penalty: 3089.567871
	Iteration 31Q: 3 clusters Score -1686862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1686864.500000 Penalty: 3089.567871
	Iteration 32Q: 3 clusters Score -1686864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1686866.250000 Penalty: 3089.567871
	Iteration 33Q: 3 clusters Score -1686866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1686868.625000 Penalty: 3089.567871
	Iteration 34Q: 3 clusters Score -1686869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1686869.250000 Penalty: 3089.567871
	Iteration 35Q: 3 clusters Score -1686869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1686867.875000 Penalty: 3089.567871
	Iteration 36Q: 3 clusters Score -1686868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1686869.125000 Penalty: 3089.567871
	Iteration 37Q: 3 clusters Score -1686869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1686869.125000 Penalty: 3089.567871
	Iteration 38Q: 3 clusters Score -1686869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1686870.375000 Penalty: 3089.567871
	Iteration 39Q: 3 clusters Score -1686870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1686870.375000 Penalty: 3089.567871
	Iteration 40F: 3 clusters Score -1686870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Entering Unmasked Estep 
Score: -8418252.000000 Penalty: 1796.341309
	Iteration 0F: 2 clusters Score -8418252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8376810.500000 Penalty: 3592.682617
	Iteration 0F: 3 clusters Score -8376810 nChanged 29814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -8393612.000000 Penalty: 3592.682617
	Iteration 1F: 3 clusters Score -8393612 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -8394197.000000 Penalty: 3592.682617
	Iteration 2Q: 3 clusters Score -8394197 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -8394908.000000 Penalty: 3592.682617
	Iteration 3Q: 3 clusters Score -8394908 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -8395813.000000 Penalty: 3592.682617
	Iteration 4Q: 3 clusters Score -8395813 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -8397080.000000 Penalty: 3592.682617
	Iteration 5Q: 3 clusters Score -8397080 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -8399428.000000 Penalty: 3592.682617
	Iteration 6F: 3 clusters Score -8399428 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8403228.000000 Penalty: 3592.682617
	Iteration 7F: 3 clusters Score -8403228 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -8407533.000000 Penalty: 3592.682617
	Iteration 8F: 3 clusters Score -8407533 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8410584.000000 Penalty: 3592.682617
	Iteration 9F: 3 clusters Score -8410584 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8412595.000000 Penalty: 3592.682617
	Iteration 10Q: 3 clusters Score -8412595 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8414013.000000 Penalty: 3592.682617
	Iteration 11Q: 3 clusters Score -8414013 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8415080.000000 Penalty: 3592.682617
	Iteration 12Q: 3 clusters Score -8415080 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -8415770.000000 Penalty: 3592.682617
	Iteration 13Q: 3 clusters Score -8415770 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -8416184.000000 Penalty: 3592.682617
	Iteration 14Q: 3 clusters Score -8416184 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -8416441.000000 Penalty: 3592.682617
	Iteration 15Q: 3 clusters Score -8416441 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -8416555.000000 Penalty: 3592.682617
	Iteration 16Q: 3 clusters Score -8416555 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8416637.000000 Penalty: 3592.682617
	Iteration 17Q: 3 clusters Score -8416637 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -8416646.000000 Penalty: 3592.682617
	Iteration 18Q: 3 clusters Score -8416646 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -8416639.000000 Penalty: 3592.682617
	Iteration 19Q: 3 clusters Score -8416639 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -8416656.000000 Penalty: 3592.682617
	Iteration 20F: 3 clusters Score -8416656 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -8416667.000000 Penalty: 3592.682617
	Iteration 21Q: 3 clusters Score -8416667 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8416680 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8416681 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -8416694.000000 Penalty: 3592.682617
	Iteration 24Q: 3 clusters Score -8416694 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -8416701.000000 Penalty: 3592.682617
	Iteration 25Q: 3 clusters Score -8416701 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -8416668.000000 Penalty: 3592.682617
	Iteration 26Q: 3 clusters Score -8416668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -8416678.000000 Penalty: 3592.682617
	Iteration 27Q: 3 clusters Score -8416678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8416687.000000 Penalty: 3592.682617
	Iteration 28Q: 3 clusters Score -8416687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8416677.000000 Penalty: 3592.682617
	Iteration 29Q: 3 clusters Score -8416677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -8416667.000000 Penalty: 3592.682617
	Iteration 30Q: 3 clusters Score -8416667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8416670.000000 Penalty: 3592.682617
	Iteration 31Q: 3 clusters Score -8416670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8416665.000000 Penalty: 3592.682617
	Iteration 32Q: 3 clusters Score -8416665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -8416676.000000 Penalty: 3592.682617
	Iteration 33Q: 3 clusters Score -8416676 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -8416667.000000 Penalty: 3592.682617
	Iteration 34Q: 3 clusters Score -8416667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -8416675.000000 Penalty: 3592.682617
	Iteration 35Q: 3 clusters Score -8416675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -8416688.000000 Penalty: 3592.682617
	Iteration 36Q: 3 clusters Score -8416688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8416681.000000 Penalty: 3592.682617
	Iteration 37Q: 3 clusters Score -8416681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -8416679.000000 Penalty: 3592.682617
	Iteration 38Q: 3 clusters Score -8416679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8416684.000000 Penalty: 3592.682617
	Iteration 39Q: 3 clusters Score -8416684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -8416686.000000 Penalty: 3592.682617
	Iteration 40F: 3 clusters Score -8416686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -8416670.000000 Penalty: 3592.682617
	Iteration 41Q: 3 clusters Score -8416670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -8416666.000000 Penalty: 3592.682617
	Iteration 42Q: 3 clusters Score -8416666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8416666.000000 Penalty: 3592.682617
	Iteration 43Q: 3 clusters Score -8416666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -8416657.000000 Penalty: 3592.682617
	Iteration 44Q: 3 clusters Score -8416657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -8416681.000000 Penalty: 3592.682617
	Iteration 45Q: 3 clusters Score -8416681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -8416684.000000 Penalty: 3592.682617
	Iteration 46Q: 3 clusters Score -8416684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8416681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -8416675.000000 Penalty: 3592.682617
	Iteration 48Q: 3 clusters Score -8416675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -8416691.000000 Penalty: 3592.682617
	Iteration 49Q: 3 clusters Score -8416691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -8416688.000000 Penalty: 3592.682617
	Iteration 50Q: 3 clusters Score -8416688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -8416685.000000 Penalty: 3592.682617
	Iteration 51Q: 3 clusters Score -8416685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -8416687.000000 Penalty: 3592.682617
	Iteration 52Q: 3 clusters Score -8416687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -8416698.000000 Penalty: 3592.682617
	Iteration 53Q: 3 clusters Score -8416698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -8416696.000000 Penalty: 3592.682617
	Iteration 54Q: 3 clusters Score -8416696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8416700.000000 Penalty: 3592.682617
	Iteration 55Q: 3 clusters Score -8416700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -8416695.000000 Penalty: 3592.682617
	Iteration 56Q: 3 clusters Score -8416695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -8416698.000000 Penalty: 3592.682617
	Iteration 57Q: 3 clusters Score -8416698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -8416706.000000 Penalty: 3592.682617
	Iteration 58Q: 3 clusters Score -8416706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -8416713.000000 Penalty: 3592.682617
	Iteration 59Q: 3 clusters Score -8416713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -8416717.000000 Penalty: 3592.682617
	Iteration 60F: 3 clusters Score -8416717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -8416722.000000 Penalty: 3592.682617
	Iteration 61Q: 3 clusters Score -8416722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -8416721.000000 Penalty: 3592.682617
	Iteration 62Q: 3 clusters Score -8416721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -8416715.000000 Penalty: 3592.682617
	Iteration 63Q: 3 clusters Score -8416715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -8416720.000000 Penalty: 3592.682617
	Iteration 64Q: 3 clusters Score -8416720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -8416719.000000 Penalty: 3592.682617
	Iteration 65Q: 3 clusters Score -8416719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -8416703.000000 Penalty: 3592.682617
	Iteration 66Q: 3 clusters Score -8416703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -8416710.000000 Penalty: 3592.682617
	Iteration 67Q: 3 clusters Score -8416710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -8416708.000000 Penalty: 3592.682617
	Iteration 68Q: 3 clusters Score -8416708 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -8416728.000000 Penalty: 3592.682617
	Iteration 69Q: 3 clusters Score -8416728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -8416734.000000 Penalty: 3592.682617
	Iteration 70Q: 3 clusters Score -8416734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8416716.000000 Penalty: 3592.682617
	Iteration 71Q: 3 clusters Score -8416716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -8416707.000000 Penalty: 3592.682617
	Iteration 72Q: 3 clusters Score -8416707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -8416714.000000 Penalty: 3592.682617
	Iteration 73Q: 3 clusters Score -8416714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -8416723.000000 Penalty: 3592.682617
	Iteration 74Q: 3 clusters Score -8416723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -8416739.000000 Penalty: 3592.682617
	Iteration 75Q: 3 clusters Score -8416739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -8416730.000000 Penalty: 3592.682617
	Iteration 76Q: 3 clusters Score -8416730 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -8416750.000000 Penalty: 3592.682617
	Iteration 77Q: 3 clusters Score -8416750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8416748.000000 Penalty: 3592.682617
	Iteration 78Q: 3 clusters Score -8416748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -8416735.000000 Penalty: 3592.682617
	Iteration 79Q: 3 clusters Score -8416735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -8416725.000000 Penalty: 3592.682617
	Iteration 80F: 3 clusters Score -8416725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8416741.000000 Penalty: 3592.682617
	Iteration 81Q: 3 clusters Score -8416741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8416733.000000 Penalty: 3592.682617
	Iteration 82Q: 3 clusters Score -8416733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -8416730.000000 Penalty: 3592.682617
	Iteration 83Q: 3 clusters Score -8416730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -8416735.000000 Penalty: 3592.682617
	Iteration 84Q: 3 clusters Score -8416735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -8416748.000000 Penalty: 3592.682617
	Iteration 85Q: 3 clusters Score -8416748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -8416760.000000 Penalty: 3592.682617
	Iteration 86Q: 3 clusters Score -8416760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8416758.000000 Penalty: 3592.682617
	Iteration 87Q: 3 clusters Score -8416758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8416756.000000 Penalty: 3592.682617
	Iteration 88Q: 3 clusters Score -8416756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8416767.000000 Penalty: 3592.682617
	Iteration 89Q: 3 clusters Score -8416767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -8416770.000000 Penalty: 3592.682617
	Iteration 90Q: 3 clusters Score -8416770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -8416771.000000 Penalty: 3592.682617
	Iteration 91Q: 3 clusters Score -8416771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -8416768.000000 Penalty: 3592.682617
	Iteration 92Q: 3 clusters Score -8416768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -8416766.000000 Penalty: 3592.682617
	Iteration 93Q: 3 clusters Score -8416766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -8416772.000000 Penalty: 3592.682617
	Iteration 94Q: 3 clusters Score -8416772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -8416766.000000 Penalty: 3592.682617
	Iteration 95Q: 3 clusters Score -8416766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -8416758.000000 Penalty: 3592.682617
	Iteration 96Q: 3 clusters Score -8416758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -8416754.000000 Penalty: 3592.682617
	Iteration 97Q: 3 clusters Score -8416754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -8416754.000000 Penalty: 3592.682617
	Iteration 98Q: 3 clusters Score -8416754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8416748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8416748.000000 Penalty: 3592.682617
	Iteration 100F: 3 clusters Score -8416748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51355 members 
Entering Unmasked Estep 
Score: -6736686.500000 Penalty: 1762.559082
	Iteration 0F: 2 clusters Score -6736686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -6702410.500000 Penalty: 3525.118164
	Iteration 0F: 3 clusters Score -6702410 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6716007.500000 Penalty: 3525.118164
	Iteration 1F: 3 clusters Score -6716008 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -6716515.000000 Penalty: 3525.118164
	Iteration 2Q: 3 clusters Score -6716515 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6717133.500000 Penalty: 3525.118164
	Iteration 3Q: 3 clusters Score -6717134 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -6718040.000000 Penalty: 3525.118164
	Iteration 4Q: 3 clusters Score -6718040 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -6719297.000000 Penalty: 3525.118164
	Iteration 5F: 3 clusters Score -6719297 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6721436.500000 Penalty: 3525.118164
	Iteration 6F: 3 clusters Score -6721436 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -6724471.500000 Penalty: 3525.118164
	Iteration 7F: 3 clusters Score -6724472 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -6727881.000000 Penalty: 3525.118164
	Iteration 8F: 3 clusters Score -6727881 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -6730850.000000 Penalty: 3525.118164
	Iteration 9F: 3 clusters Score -6730850 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6732708.500000 Penalty: 3525.118164
	Iteration 10Q: 3 clusters Score -6732708 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -6733751.500000 Penalty: 3525.118164
	Iteration 11Q: 3 clusters Score -6733752 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -6734359.500000 Penalty: 3525.118164
	Iteration 12Q: 3 clusters Score -6734360 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6734679.500000 Penalty: 3525.118164
	Iteration 13Q: 3 clusters Score -6734680 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6734842.000000 Penalty: 3525.118164
	Iteration 14Q: 3 clusters Score -6734842 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -6734958.000000 Penalty: 3525.118164
	Iteration 15Q: 3 clusters Score -6734958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -6735019.500000 Penalty: 3525.118164
	Iteration 16Q: 3 clusters Score -6735020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -6735085.500000 Penalty: 3525.118164
	Iteration 17Q: 3 clusters Score -6735086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6735148.500000 Penalty: 3525.118164
	Iteration 18Q: 3 clusters Score -6735148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6735211.000000 Penalty: 3525.118164
	Iteration 19Q: 3 clusters Score -6735211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6735244.500000 Penalty: 3525.118164
	Iteration 20F: 3 clusters Score -6735244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6735263.000000 Penalty: 3525.118164
	Iteration 21Q: 3 clusters Score -6735263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6735281.000000 Penalty: 3525.118164
	Iteration 22Q: 3 clusters Score -6735281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6735282.000000 Penalty: 3525.118164
	Iteration 23Q: 3 clusters Score -6735282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6735294.500000 Penalty: 3525.118164
	Iteration 24Q: 3 clusters Score -6735294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6735309.500000 Penalty: 3525.118164
	Iteration 25Q: 3 clusters Score -6735310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6735314.500000 Penalty: 3525.118164
	Iteration 26Q: 3 clusters Score -6735314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6735317.000000 Penalty: 3525.118164
	Iteration 27Q: 3 clusters Score -6735317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -6735314.500000 Penalty: 3525.118164
	Iteration 28Q: 3 clusters Score -6735314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6735316.000000 Penalty: 3525.118164
	Iteration 29Q: 3 clusters Score -6735316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6735325.500000 Penalty: 3525.118164
	Iteration 30Q: 3 clusters Score -6735326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -6735334.000000 Penalty: 3525.118164
	Iteration 31Q: 3 clusters Score -6735334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6735333.000000 Penalty: 3525.118164
	Iteration 32Q: 3 clusters Score -6735333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6735328.500000 Penalty: 3525.118164
	Iteration 33Q: 3 clusters Score -6735328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6735328.500000 Penalty: 3525.118164
	Iteration 34F: 3 clusters Score -6735328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Entering Unmasked Estep 
Score: -7472356.000000 Penalty: 1779.140747
	Iteration 0F: 2 clusters Score -7472356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7434935.000000 Penalty: 3558.281494
	Iteration 0F: 3 clusters Score -7434935 nChanged 26777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -7449917.000000 Penalty: 3558.281494
	Iteration 1F: 3 clusters Score -7449917 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -7450757.000000 Penalty: 3558.281494
	Iteration 2Q: 3 clusters Score -7450757 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -7451770.000000 Penalty: 3558.281494
	Iteration 3Q: 3 clusters Score -7451770 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -7453193.500000 Penalty: 3558.281494
	Iteration 4Q: 3 clusters Score -7453194 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -7455188.500000 Penalty: 3558.281494
	Iteration 5F: 3 clusters Score -7455188 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7457820.500000 Penalty: 3558.281494
	Iteration 6F: 3 clusters Score -7457820 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -7460619.000000 Penalty: 3558.281494
	Iteration 7F: 3 clusters Score -7460619 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7463337.500000 Penalty: 3558.281494
	Iteration 8F: 3 clusters Score -7463338 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -7465059.500000 Penalty: 3558.281494
	Iteration 9F: 3 clusters Score -7465060 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -7465999.000000 Penalty: 3558.281494
	Iteration 10Q: 3 clusters Score -7465999 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -7466353.000000 Penalty: 3558.281494
	Iteration 11Q: 3 clusters Score -7466353 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -7466667.500000 Penalty: 3558.281494
	Iteration 12Q: 3 clusters Score -7466668 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7466888.500000 Penalty: 3558.281494
	Iteration 13Q: 3 clusters Score -7466888 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -7467122.500000 Penalty: 3558.281494
	Iteration 14Q: 3 clusters Score -7467122 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -7467456.000000 Penalty: 3558.281494
	Iteration 15Q: 3 clusters Score -7467456 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -7467662.500000 Penalty: 3558.281494
	Iteration 16Q: 3 clusters Score -7467662 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7467933.000000 Penalty: 3558.281494
	Iteration 17Q: 3 clusters Score -7467933 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -7468210.500000 Penalty: 3558.281494
	Iteration 18Q: 3 clusters Score -7468210 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7468487.500000 Penalty: 3558.281494
	Iteration 19Q: 3 clusters Score -7468488 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7468717.000000 Penalty: 3558.281494
	Iteration 20F: 3 clusters Score -7468717 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -7468857.000000 Penalty: 3558.281494
	Iteration 21Q: 3 clusters Score -7468857 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -7468962.500000 Penalty: 3558.281494
	Iteration 22Q: 3 clusters Score -7468962 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -7469034.000000 Penalty: 3558.281494
	Iteration 23Q: 3 clusters Score -7469034 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -7469085.000000 Penalty: 3558.281494
	Iteration 24Q: 3 clusters Score -7469085 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -7469128.500000 Penalty: 3558.281494
	Iteration 25Q: 3 clusters Score -7469128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -7469167.000000 Penalty: 3558.281494
	Iteration 26Q: 3 clusters Score -7469167 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -7469187.500000 Penalty: 3558.281494
	Iteration 27Q: 3 clusters Score -7469188 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -7469189.500000 Penalty: 3558.281494
	Iteration 28Q: 3 clusters Score -7469190 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -7469214.000000 Penalty: 3558.281494
	Iteration 29Q: 3 clusters Score -7469214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -7469243.500000 Penalty: 3558.281494
	Iteration 30Q: 3 clusters Score -7469244 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -7469255.000000 Penalty: 3558.281494
	Iteration 31Q: 3 clusters Score -7469255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -7469275.500000 Penalty: 3558.281494
	Iteration 32Q: 3 clusters Score -7469276 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -7469301.500000 Penalty: 3558.281494
	Iteration 33Q: 3 clusters Score -7469302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -7469305.000000 Penalty: 3558.281494
	Iteration 34Q: 3 clusters Score -7469305 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -7469312.500000 Penalty: 3558.281494
	Iteration 35Q: 3 clusters Score -7469312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -7469340.000000 Penalty: 3558.281494
	Iteration 36Q: 3 clusters Score -7469340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -7469355.500000 Penalty: 3558.281494
	Iteration 37Q: 3 clusters Score -7469356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -7469355.500000 Penalty: 3558.281494
	Iteration 38Q: 3 clusters Score -7469356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -7469373.500000 Penalty: 3558.281494
	Iteration 39Q: 3 clusters Score -7469374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -7469361.500000 Penalty: 3558.281494
	Iteration 40F: 3 clusters Score -7469362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -7469372.000000 Penalty: 3558.281494
	Iteration 41Q: 3 clusters Score -7469372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -7469393.000000 Penalty: 3558.281494
	Iteration 42Q: 3 clusters Score -7469393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -7469399.500000 Penalty: 3558.281494
	Iteration 43Q: 3 clusters Score -7469400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -7469401.000000 Penalty: 3558.281494
	Iteration 44Q: 3 clusters Score -7469401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -7469419.500000 Penalty: 3558.281494
	Iteration 45Q: 3 clusters Score -7469420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7469414.000000 Penalty: 3558.281494
	Iteration 46Q: 3 clusters Score -7469414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7469430.000000 Penalty: 3558.281494
	Iteration 47Q: 3 clusters Score -7469430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -7469436.000000 Penalty: 3558.281494
	Iteration 48Q: 3 clusters Score -7469436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -7469429.000000 Penalty: 3558.281494
	Iteration 49Q: 3 clusters Score -7469429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -7469421.000000 Penalty: 3558.281494
	Iteration 50Q: 3 clusters Score -7469421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7469429.000000 Penalty: 3558.281494
	Iteration 51Q: 3 clusters Score -7469429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -7469433.500000 Penalty: 3558.281494
	Iteration 52Q: 3 clusters Score -7469434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -7469433.000000 Penalty: 3558.281494
	Iteration 53Q: 3 clusters Score -7469433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -7469435.500000 Penalty: 3558.281494
	Iteration 54Q: 3 clusters Score -7469436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7469440.500000 Penalty: 3558.281494
	Iteration 55Q: 3 clusters Score -7469440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7469428.000000 Penalty: 3558.281494
	Iteration 56Q: 3 clusters Score -7469428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -7469430.500000 Penalty: 3558.281494
	Iteration 57Q: 3 clusters Score -7469430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -7469430.500000 Penalty: 3558.281494
	Iteration 58Q: 3 clusters Score -7469430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -7469437.000000 Penalty: 3558.281494
	Iteration 59Q: 3 clusters Score -7469437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -7469441.500000 Penalty: 3558.281494
	Iteration 60F: 3 clusters Score -7469442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -7469445.000000 Penalty: 3558.281494
	Iteration 61Q: 3 clusters Score -7469445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7469438.000000 Penalty: 3558.281494
	Iteration 62Q: 3 clusters Score -7469438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7469437.000000 Penalty: 3558.281494
	Iteration 63Q: 3 clusters Score -7469437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -7469438.000000 Penalty: 3558.281494
	Iteration 64Q: 3 clusters Score -7469438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7469434.500000 Penalty: 3558.281494
	Iteration 65Q: 3 clusters Score -7469434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -7469424.000000 Penalty: 3558.281494
	Iteration 66Q: 3 clusters Score -7469424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7469434.000000 Penalty: 3558.281494
	Iteration 67Q: 3 clusters Score -7469434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -7469432.000000 Penalty: 3558.281494
	Iteration 68Q: 3 clusters Score -7469432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -7469431.500000 Penalty: 3558.281494
	Iteration 69Q: 3 clusters Score -7469432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -7469442.000000 Penalty: 3558.281494
	Iteration 70Q: 3 clusters Score -7469442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -7469455.000000 Penalty: 3558.281494
	Iteration 71Q: 3 clusters Score -7469455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -7469454.500000 Penalty: 3558.281494
	Iteration 72Q: 3 clusters Score -7469454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -7469463.000000 Penalty: 3558.281494
	Iteration 73Q: 3 clusters Score -7469463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -7469462.000000 Penalty: 3558.281494
	Iteration 74Q: 3 clusters Score -7469462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7469466.500000 Penalty: 3558.281494
	Iteration 75Q: 3 clusters Score -7469466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -7469459.000000 Penalty: 3558.281494
	Iteration 76Q: 3 clusters Score -7469459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -7469460.500000 Penalty: 3558.281494
	Iteration 77Q: 3 clusters Score -7469460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -7469467.000000 Penalty: 3558.281494
	Iteration 78Q: 3 clusters Score -7469467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -7469462.000000 Penalty: 3558.281494
	Iteration 79Q: 3 clusters Score -7469462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7469454.500000 Penalty: 3558.281494
	Iteration 80F: 3 clusters Score -7469454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -7469456.000000 Penalty: 3558.281494
	Iteration 81Q: 3 clusters Score -7469456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -7469465.000000 Penalty: 3558.281494
	Iteration 82Q: 3 clusters Score -7469465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -7469466.000000 Penalty: 3558.281494
	Iteration 83Q: 3 clusters Score -7469466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -7469461.500000 Penalty: 3558.281494
	Iteration 84Q: 3 clusters Score -7469462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7469465.000000 Penalty: 3558.281494
	Iteration 85Q: 3 clusters Score -7469465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -7469462.500000 Penalty: 3558.281494
	Iteration 86Q: 3 clusters Score -7469462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -7469456.500000 Penalty: 3558.281494
	Iteration 87Q: 3 clusters Score -7469456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -7469456.500000 Penalty: 3558.281494
	Iteration 88Q: 3 clusters Score -7469456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -7469460.000000 Penalty: 3558.281494
	Iteration 89Q: 3 clusters Score -7469460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7469464.000000 Penalty: 3558.281494
	Iteration 90Q: 3 clusters Score -7469464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -7469463.500000 Penalty: 3558.281494
	Iteration 91Q: 3 clusters Score -7469464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -7469457.000000 Penalty: 3558.281494
	Iteration 92Q: 3 clusters Score -7469457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -7469466.500000 Penalty: 3558.281494
	Iteration 93Q: 3 clusters Score -7469466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -7469463.000000 Penalty: 3558.281494
	Iteration 94Q: 3 clusters Score -7469463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7469472.500000 Penalty: 3558.281494
	Iteration 95Q: 3 clusters Score -7469472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -7469469.000000 Penalty: 3558.281494
	Iteration 96Q: 3 clusters Score -7469469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -7469477.000000 Penalty: 3558.281494
	Iteration 97Q: 3 clusters Score -7469477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -7469480.000000 Penalty: 3558.281494
	Iteration 98Q: 3 clusters Score -7469480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -7469481.000000 Penalty: 3558.281494
	Iteration 99Q: 3 clusters Score -7469481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -7469482.500000 Penalty: 3558.281494
	Iteration 100F: 3 clusters Score -7469482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -7469480.000000 Penalty: 3558.281494
	Iteration 101Q: 3 clusters Score -7469480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -7469480.000000 Penalty: 3558.281494
	Iteration 102Q: 3 clusters Score -7469480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -7469480.000000 Penalty: 3558.281494
	Iteration 103Q: 3 clusters Score -7469480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -7469481.000000 Penalty: 3558.281494
	Iteration 104Q: 3 clusters Score -7469481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -7469475.000000 Penalty: 3558.281494
	Iteration 105Q: 3 clusters Score -7469475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -7469477.000000 Penalty: 3558.281494
	Iteration 106Q: 3 clusters Score -7469477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -7469471.000000 Penalty: 3558.281494
	Iteration 107Q: 3 clusters Score -7469471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -7469474.000000 Penalty: 3558.281494
	Iteration 108Q: 3 clusters Score -7469474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -7469475.000000 Penalty: 3558.281494
	Iteration 109Q: 3 clusters Score -7469475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -7469479.000000 Penalty: 3558.281494
	Iteration 110Q: 3 clusters Score -7469479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7469476.500000 Penalty: 3558.281494
	Iteration 111Q: 3 clusters Score -7469476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7469476.500000 Penalty: 3558.281494
	Iteration 112F: 3 clusters Score -7469476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Entering Unmasked Estep 
Score: -1493037.250000 Penalty: 1522.554199
	Iteration 0F: 2 clusters Score -1493037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1484842.000000 Penalty: 3045.108398
	Iteration 0F: 3 clusters Score -1484842 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1487469.375000 Penalty: 3045.108398
	Iteration 1F: 3 clusters Score -1487469 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1487799.250000 Penalty: 3045.108398
	Iteration 2F: 3 clusters Score -1487799 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1488098.250000 Penalty: 3045.108398
	Iteration 3F: 3 clusters Score -1488098 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1488346.625000 Penalty: 3045.108398
	Iteration 4Q: 3 clusters Score -1488347 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1488570.500000 Penalty: 3045.108398
	Iteration 5Q: 3 clusters Score -1488570 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1488871.500000 Penalty: 3045.108398
	Iteration 6Q: 3 clusters Score -1488872 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1489225.125000 Penalty: 3045.108398
	Iteration 7Q: 3 clusters Score -1489225 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1489665.125000 Penalty: 3045.108398
	Iteration 8Q: 3 clusters Score -1489665 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1490106.375000 Penalty: 3045.108398
	Iteration 9F: 3 clusters Score -1490106 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1490516.500000 Penalty: 3045.108398
	Iteration 10Q: 3 clusters Score -1490516 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1490829.500000 Penalty: 3045.108398
	Iteration 11Q: 3 clusters Score -1490830 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1491061.500000 Penalty: 3045.108398
	Iteration 12Q: 3 clusters Score -1491062 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1491288.000000 Penalty: 3045.108398
	Iteration 13Q: 3 clusters Score -1491288 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1491497.000000 Penalty: 3045.108398
	Iteration 14Q: 3 clusters Score -1491497 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1491722.375000 Penalty: 3045.108398
	Iteration 15Q: 3 clusters Score -1491722 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1492010.500000 Penalty: 3045.108398
	Iteration 16Q: 3 clusters Score -1492010 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1492254.375000 Penalty: 3045.108398
	Iteration 17Q: 3 clusters Score -1492254 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1492433.375000 Penalty: 3045.108398
	Iteration 18Q: 3 clusters Score -1492433 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1492537.000000 Penalty: 3045.108398
	Iteration 19Q: 3 clusters Score -1492537 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1492590.875000 Penalty: 3045.108398
	Iteration 20F: 3 clusters Score -1492591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1492616.000000 Penalty: 3045.108398
	Iteration 21Q: 3 clusters Score -1492616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1492642.500000 Penalty: 3045.108398
	Iteration 22Q: 3 clusters Score -1492642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1492662.625000 Penalty: 3045.108398
	Iteration 23Q: 3 clusters Score -1492663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1492676.875000 Penalty: 3045.108398
	Iteration 24Q: 3 clusters Score -1492677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1492697.750000 Penalty: 3045.108398
	Iteration 25Q: 3 clusters Score -1492698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1492716.875000 Penalty: 3045.108398
	Iteration 26Q: 3 clusters Score -1492717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1492732.000000 Penalty: 3045.108398
	Iteration 27Q: 3 clusters Score -1492732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1492745.875000 Penalty: 3045.108398
	Iteration 28Q: 3 clusters Score -1492746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1492753.000000 Penalty: 3045.108398
	Iteration 29Q: 3 clusters Score -1492753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1492772.875000 Penalty: 3045.108398
	Iteration 30Q: 3 clusters Score -1492773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1492787.625000 Penalty: 3045.108398
	Iteration 31Q: 3 clusters Score -1492788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1492797.875000 Penalty: 3045.108398
	Iteration 32Q: 3 clusters Score -1492798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1492803.750000 Penalty: 3045.108398
	Iteration 33Q: 3 clusters Score -1492804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1492805.875000 Penalty: 3045.108398
	Iteration 34Q: 3 clusters Score -1492806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1492807.000000 Penalty: 3045.108398
	Iteration 35Q: 3 clusters Score -1492807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1492815.000000 Penalty: 3045.108398
	Iteration 36Q: 3 clusters Score -1492815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1492814.375000 Penalty: 3045.108398
	Iteration 37Q: 3 clusters Score -1492814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1492818.000000 Penalty: 3045.108398
	Iteration 38Q: 3 clusters Score -1492818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1492816.125000 Penalty: 3045.108398
	Iteration 39Q: 3 clusters Score -1492816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1492818.000000 Penalty: 3045.108398
	Iteration 40F: 3 clusters Score -1492818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1492820.250000 Penalty: 3045.108398
	Iteration 41Q: 3 clusters Score -1492820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1492817.000000 Penalty: 3045.108398
	Iteration 42Q: 3 clusters Score -1492817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1492817.500000 Penalty: 3045.108398
	Iteration 43Q: 3 clusters Score -1492818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1492818.250000 Penalty: 3045.108398
	Iteration 44Q: 3 clusters Score -1492818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1492819.000000 Penalty: 3045.108398
	Iteration 45Q: 3 clusters Score -1492819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1492819.000000 Penalty: 3045.108398
	Iteration 46F: 3 clusters Score -1492819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Entering Unmasked Estep 
Score: -7457229.500000 Penalty: 1778.324463
	Iteration 0F: 2 clusters Score -7457230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -7419868.500000 Penalty: 3556.648926
	Iteration 0F: 3 clusters Score -7419868 nChanged 26557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7435004 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -7435739.500000 Penalty: 3556.648926
	Iteration 2Q: 3 clusters Score -7435740 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -7436761.500000 Penalty: 3556.648926
	Iteration 3Q: 3 clusters Score -7436762 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -7438228.500000 Penalty: 3556.648926
	Iteration 4F: 3 clusters Score -7438228 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7440486.500000 Penalty: 3556.648926
	Iteration 5F: 3 clusters Score -7440486 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -7444430.000000 Penalty: 3556.648926
	Iteration 6F: 3 clusters Score -7444430 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -7449622.000000 Penalty: 3556.648926
	Iteration 7F: 3 clusters Score -7449622 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7452921.000000 Penalty: 3556.648926
	Iteration 8F: 3 clusters Score -7452921 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -7453651.500000 Penalty: 3556.648926
	Iteration 9Q: 3 clusters Score -7453652 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -7453863.500000 Penalty: 3556.648926
	Iteration 10Q: 3 clusters Score -7453864 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -7453980.500000 Penalty: 3556.648926
	Iteration 11Q: 3 clusters Score -7453980 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -7454064.500000 Penalty: 3556.648926
	Iteration 12Q: 3 clusters Score -7454064 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7454106.500000 Penalty: 3556.648926
	Iteration 13Q: 3 clusters Score -7454106 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -7454141.500000 Penalty: 3556.648926
	Iteration 14Q: 3 clusters Score -7454142 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7454170.000000 Penalty: 3556.648926
	Iteration 15Q: 3 clusters Score -7454170 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -7454152.000000 Penalty: 3556.648926
	Iteration 16Q: 3 clusters Score -7454152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -7454166.500000 Penalty: 3556.648926
	Iteration 17Q: 3 clusters Score -7454166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -7454177.500000 Penalty: 3556.648926
	Iteration 18Q: 3 clusters Score -7454178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -7454178.000000 Penalty: 3556.648926
	Iteration 19Q: 3 clusters Score -7454178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -7454187.000000 Penalty: 3556.648926
	Iteration 20F: 3 clusters Score -7454187 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -7454177.500000 Penalty: 3556.648926
	Iteration 21Q: 3 clusters Score -7454178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -7454190.000000 Penalty: 3556.648926
	Iteration 22Q: 3 clusters Score -7454190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -7454196.500000 Penalty: 3556.648926
	Iteration 23Q: 3 clusters Score -7454196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7454195.500000 Penalty: 3556.648926
	Iteration 24Q: 3 clusters Score -7454196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -7454203.000000 Penalty: 3556.648926
	Iteration 25Q: 3 clusters Score -7454203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -7454226.000000 Penalty: 3556.648926
	Iteration 26Q: 3 clusters Score -7454226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -7454226.000000 Penalty: 3556.648926
	Iteration 27Q: 3 clusters Score -7454226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -7454238.500000 Penalty: 3556.648926
	Iteration 28Q: 3 clusters Score -7454238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -7454264.500000 Penalty: 3556.648926
	Iteration 29Q: 3 clusters Score -7454264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -7454253.000000 Penalty: 3556.648926
	Iteration 30Q: 3 clusters Score -7454253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -7454259.000000 Penalty: 3556.648926
	Iteration 31Q: 3 clusters Score -7454259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -7454262.000000 Penalty: 3556.648926
	Iteration 32Q: 3 clusters Score -7454262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -7454269.500000 Penalty: 3556.648926
	Iteration 33Q: 3 clusters Score -7454270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -7454284.000000 Penalty: 3556.648926
	Iteration 34Q: 3 clusters Score -7454284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7454306.000000 Penalty: 3556.648926
	Iteration 35Q: 3 clusters Score -7454306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -7454304.500000 Penalty: 3556.648926
	Iteration 36Q: 3 clusters Score -7454304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7454321.000000 Penalty: 3556.648926
	Iteration 37Q: 3 clusters Score -7454321 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -7454318.500000 Penalty: 3556.648926
	Iteration 38Q: 3 clusters Score -7454318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -7454329.000000 Penalty: 3556.648926
	Iteration 39Q: 3 clusters Score -7454329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -7454343.000000 Penalty: 3556.648926
	Iteration 40F: 3 clusters Score -7454343 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -7454346.500000 Penalty: 3556.648926
	Iteration 41Q: 3 clusters Score -7454346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -7454386.000000 Penalty: 3556.648926
	Iteration 42Q: 3 clusters Score -7454386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -7454390.000000 Penalty: 3556.648926
	Iteration 43Q: 3 clusters Score -7454390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -7454407.500000 Penalty: 3556.648926
	Iteration 44Q: 3 clusters Score -7454408 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -7454427.000000 Penalty: 3556.648926
	Iteration 45Q: 3 clusters Score -7454427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -7454437.000000 Penalty: 3556.648926
	Iteration 46Q: 3 clusters Score -7454437 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -7454460.500000 Penalty: 3556.648926
	Iteration 47Q: 3 clusters Score -7454460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -7454475.000000 Penalty: 3556.648926
	Iteration 48Q: 3 clusters Score -7454475 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -7454452.500000 Penalty: 3556.648926
	Iteration 49Q: 3 clusters Score -7454452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -7454471.000000 Penalty: 3556.648926
	Iteration 50Q: 3 clusters Score -7454471 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -7454496.000000 Penalty: 3556.648926
	Iteration 51Q: 3 clusters Score -7454496 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -7454509.000000 Penalty: 3556.648926
	Iteration 52Q: 3 clusters Score -7454509 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -7454514.000000 Penalty: 3556.648926
	Iteration 53Q: 3 clusters Score -7454514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -7454509.500000 Penalty: 3556.648926
	Iteration 54Q: 3 clusters Score -7454510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -7454532.000000 Penalty: 3556.648926
	Iteration 55Q: 3 clusters Score -7454532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -7454559.500000 Penalty: 3556.648926
	Iteration 56Q: 3 clusters Score -7454560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -7454571.000000 Penalty: 3556.648926
	Iteration 57Q: 3 clusters Score -7454571 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7454565.000000 Penalty: 3556.648926
	Iteration 58Q: 3 clusters Score -7454565 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -7454590.000000 Penalty: 3556.648926
	Iteration 59Q: 3 clusters Score -7454590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -7454590.000000 Penalty: 3556.648926
	Iteration 60F: 3 clusters Score -7454590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -7454597.000000 Penalty: 3556.648926
	Iteration 61Q: 3 clusters Score -7454597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -7454597.500000 Penalty: 3556.648926
	Iteration 62Q: 3 clusters Score -7454598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -7454629.000000 Penalty: 3556.648926
	Iteration 63Q: 3 clusters Score -7454629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -7454625.000000 Penalty: 3556.648926
	Iteration 64Q: 3 clusters Score -7454625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -7454648.000000 Penalty: 3556.648926
	Iteration 65Q: 3 clusters Score -7454648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -7454654.500000 Penalty: 3556.648926
	Iteration 66Q: 3 clusters Score -7454654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -7454650.500000 Penalty: 3556.648926
	Iteration 67Q: 3 clusters Score -7454650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7454629.000000 Penalty: 3556.648926
	Iteration 68Q: 3 clusters Score -7454629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -7454635.500000 Penalty: 3556.648926
	Iteration 69Q: 3 clusters Score -7454636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -7454623.000000 Penalty: 3556.648926
	Iteration 70Q: 3 clusters Score -7454623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -7454624.000000 Penalty: 3556.648926
	Iteration 71Q: 3 clusters Score -7454624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -7454642.500000 Penalty: 3556.648926
	Iteration 72Q: 3 clusters Score -7454642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7454652.500000 Penalty: 3556.648926
	Iteration 73Q: 3 clusters Score -7454652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -7454656.000000 Penalty: 3556.648926
	Iteration 74Q: 3 clusters Score -7454656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -7454648.500000 Penalty: 3556.648926
	Iteration 75Q: 3 clusters Score -7454648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -7454640.000000 Penalty: 3556.648926
	Iteration 76Q: 3 clusters Score -7454640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -7454658.000000 Penalty: 3556.648926
	Iteration 77Q: 3 clusters Score -7454658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -7454652.000000 Penalty: 3556.648926
	Iteration 78Q: 3 clusters Score -7454652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7454638.500000 Penalty: 3556.648926
	Iteration 79Q: 3 clusters Score -7454638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -7454646.500000 Penalty: 3556.648926
	Iteration 80F: 3 clusters Score -7454646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -7454639.500000 Penalty: 3556.648926
	Iteration 81Q: 3 clusters Score -7454640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -7454653.500000 Penalty: 3556.648926
	Iteration 82Q: 3 clusters Score -7454654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7454658.000000 Penalty: 3556.648926
	Iteration 83Q: 3 clusters Score -7454658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -7454663.500000 Penalty: 3556.648926
	Iteration 84Q: 3 clusters Score -7454664 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -7454674.000000 Penalty: 3556.648926
	Iteration 85Q: 3 clusters Score -7454674 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -7454687.000000 Penalty: 3556.648926
	Iteration 86Q: 3 clusters Score -7454687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -7454693.000000 Penalty: 3556.648926
	Iteration 87Q: 3 clusters Score -7454693 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -7454704.500000 Penalty: 3556.648926
	Iteration 88Q: 3 clusters Score -7454704 nChanged 94
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Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -7454715.500000 Penalty: 3556.648926
	Iteration 89Q: 3 clusters Score -7454716 nChanged 78
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Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -7454749.500000 Penalty: 3556.648926
	Iteration 90Q: 3 clusters Score -7454750 nChanged 83
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Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -7454767.500000 Penalty: 3556.648926
	Iteration 91Q: 3 clusters Score -7454768 nChanged 74
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Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -7454761.000000 Penalty: 3556.648926
	Iteration 92Q: 3 clusters Score -7454761 nChanged 84
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7454766 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7454770 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7454766 nChanged 106
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Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7454794 nChanged 99
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Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7454788 nChanged 98
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Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7454811 nChanged 107
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Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7454811 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7454821 nChanged 88
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Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7454816 nChanged 103
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Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7454834 nChanged 95
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Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7454854 nChanged 95
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Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7454863 nChanged 91
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Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7454875 nChanged 92
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Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7454880 nChanged 82
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Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7454894 nChanged 89
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Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7454898 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7454902 nChanged 112
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Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7454922 nChanged 120
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Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7454935 nChanged 118
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Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7454982 nChanged 96
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Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7454998 nChanged 94
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Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7454982 nChanged 82
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Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7455002 nChanged 82
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Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7454998 nChanged 90
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Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7455013 nChanged 87
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Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7455027 nChanged 89
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Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7455058 nChanged 89
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Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7455065 nChanged 95
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Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7455065 nChanged 92
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Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7455088 nChanged 110
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Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 9093 members 
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	Iteration 124Q: 3 clusters Score -7455088 nChanged 132
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Mstep: Class 1 contains 47626 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 8725 members 
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 131Q: 3 clusters Score -7455190 nChanged 141
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Mstep: Class 1 contains 48546 members 
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Mstep: Class 1 contains 48692 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7455214 nChanged 144
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Mstep: Class 1 contains 48836 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48993 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 7469 members 
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Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7455277 nChanged 160
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Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 7160 members 
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	Iteration 138Q: 3 clusters Score -7455292 nChanged 183
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Mstep: Class 1 contains 49610 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7455330 nChanged 188
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Mstep: Class 1 contains 49798 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7455378 nChanged 210
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Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 6579 members 
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	Iteration 141Q: 3 clusters Score -7455387 nChanged 210
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Mstep: Class 1 contains 50218 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7455434 nChanged 217
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Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 6152 members 
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	Iteration 143Q: 3 clusters Score -7455465 nChanged 229
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	Iteration 144Q: 3 clusters Score -7455473 nChanged 229
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	Iteration 145Q: 3 clusters Score -7455462 nChanged 240
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Mstep: Class 1 contains 51363 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7455513 nChanged 245
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7455534 nChanged 229
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Mstep: Class 1 contains 51837 members 
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	Iteration 149Q: 3 clusters Score -7455546 nChanged 239
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Mstep: Class 1 contains 52076 members 
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Mstep: Class 1 contains 52330 members 
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Mstep: Class 1 contains 52563 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7455608 nChanged 221
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Mstep: Class 1 contains 52784 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7455612 nChanged 216
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Mstep: Class 1 contains 53000 members 
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	Iteration 154Q: 3 clusters Score -7455616 nChanged 199
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Mstep: Class 1 contains 53199 members 
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	Iteration 155Q: 3 clusters Score -7455635 nChanged 212
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Mstep: Class 1 contains 53411 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7455684 nChanged 206
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Mstep: Class 1 contains 53617 members 
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	Iteration 157Q: 3 clusters Score -7455686 nChanged 167
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Mstep: Class 1 contains 53784 members 
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	Iteration 158Q: 3 clusters Score -7455680 nChanged 178
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Mstep: Class 1 contains 53962 members 
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	Iteration 159Q: 3 clusters Score -7455684 nChanged 163
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Mstep: Class 1 contains 54125 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7455698 nChanged 142
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Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7455710 nChanged 129
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Mstep: Class 1 contains 54528 members 
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	Iteration 163Q: 3 clusters Score -7455714 nChanged 120
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Mstep: Class 1 contains 54648 members 
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	Iteration 164Q: 3 clusters Score -7455718 nChanged 122
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Mstep: Class 1 contains 54770 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7455692 nChanged 116
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Mstep: Class 1 contains 54882 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7455726 nChanged 124
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	Iteration 167Q: 3 clusters Score -7455728 nChanged 105
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	Iteration 168Q: 3 clusters Score -7455729 nChanged 91
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	Iteration 169Q: 3 clusters Score -7455752 nChanged 93
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	Iteration 170Q: 3 clusters Score -7455762 nChanged 60
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Mstep: Class 1 contains 55339 members 
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	Iteration 171Q: 3 clusters Score -7455778 nChanged 56
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	Iteration 172Q: 3 clusters Score -7455785 nChanged 46
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	Iteration 173Q: 3 clusters Score -7455792 nChanged 44
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	Iteration 174Q: 3 clusters Score -7455800 nChanged 30
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7455794 nChanged 24
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	Iteration 176Q: 3 clusters Score -7455793 nChanged 31
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7455792 nChanged 34
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Mstep: Class 2 contains 989 members 
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	Iteration 178Q: 3 clusters Score -7455779 nChanged 28
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	Iteration 179Q: 3 clusters Score -7455787 nChanged 28
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Mstep: Class 1 contains 55652 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7455792 nChanged 26
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Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7455788 nChanged 18
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Mstep: Class 1 contains 55694 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7455782 nChanged 19
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Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7455780 nChanged 24
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7455784 nChanged 21
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7455784 nChanged 27
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Score: -7455808.000000 Penalty: 3556.648926
	Iteration 186Q: 3 clusters Score -7455808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7455806.000000 Penalty: 3556.648926
	Iteration 187Q: 3 clusters Score -7455806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7455816.000000 Penalty: 3556.648926
	Iteration 188Q: 3 clusters Score -7455816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7455819.000000 Penalty: 3556.648926
	Iteration 189Q: 3 clusters Score -7455819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7455821.500000 Penalty: 3556.648926
	Iteration 190Q: 3 clusters Score -7455822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7455828.000000 Penalty: 3556.648926
	Iteration 191Q: 3 clusters Score -7455828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7455829.000000 Penalty: 3556.648926
	Iteration 192Q: 3 clusters Score -7455829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7455828.500000 Penalty: 3556.648926
	Iteration 193Q: 3 clusters Score -7455828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7455831.500000 Penalty: 3556.648926
	Iteration 194Q: 3 clusters Score -7455832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7455843.000000 Penalty: 3556.648926
	Iteration 195Q: 3 clusters Score -7455843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7455844.500000 Penalty: 3556.648926
	Iteration 196Q: 3 clusters Score -7455844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7455833.000000 Penalty: 3556.648926
	Iteration 197Q: 3 clusters Score -7455833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7455834.500000 Penalty: 3556.648926
	Iteration 198Q: 3 clusters Score -7455834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7455831.000000 Penalty: 3556.648926
	Iteration 199Q: 3 clusters Score -7455831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7455838.500000 Penalty: 3556.648926
	Iteration 200F: 3 clusters Score -7455838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7455836.500000 Penalty: 3556.648926
	Iteration 201Q: 3 clusters Score -7455836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7455847.000000 Penalty: 3556.648926
	Iteration 202Q: 3 clusters Score -7455847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7455848.500000 Penalty: 3556.648926
	Iteration 203Q: 3 clusters Score -7455848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7455843.500000 Penalty: 3556.648926
	Iteration 204Q: 3 clusters Score -7455844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7455844.500000 Penalty: 3556.648926
	Iteration 205Q: 3 clusters Score -7455844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7455842.500000 Penalty: 3556.648926
	Iteration 206Q: 3 clusters Score -7455842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7455839.000000 Penalty: 3556.648926
	Iteration 207Q: 3 clusters Score -7455839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7455841.500000 Penalty: 3556.648926
	Iteration 208Q: 3 clusters Score -7455842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7455835.000000 Penalty: 3556.648926
	Iteration 209Q: 3 clusters Score -7455835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7455837.500000 Penalty: 3556.648926
	Iteration 210Q: 3 clusters Score -7455838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7455840.000000 Penalty: 3556.648926
	Iteration 211Q: 3 clusters Score -7455840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7455839.000000 Penalty: 3556.648926
	Iteration 212Q: 3 clusters Score -7455839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7455846.000000 Penalty: 3556.648926
	Iteration 213Q: 3 clusters Score -7455846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7455847.000000 Penalty: 3556.648926
	Iteration 214Q: 3 clusters Score -7455847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7455850.000000 Penalty: 3556.648926
	Iteration 215Q: 3 clusters Score -7455850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7455853.000000 Penalty: 3556.648926
	Iteration 216Q: 3 clusters Score -7455853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7455855.500000 Penalty: 3556.648926
	Iteration 217Q: 3 clusters Score -7455856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7455861.500000 Penalty: 3556.648926
	Iteration 218Q: 3 clusters Score -7455862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7455862.000000 Penalty: 3556.648926
	Iteration 219Q: 3 clusters Score -7455862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7455860.500000 Penalty: 3556.648926
	Iteration 220F: 3 clusters Score -7455860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7455859.000000 Penalty: 3556.648926
	Iteration 221Q: 3 clusters Score -7455859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7455862.000000 Penalty: 3556.648926
	Iteration 222Q: 3 clusters Score -7455862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7455866.000000 Penalty: 3556.648926
	Iteration 223Q: 3 clusters Score -7455866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7455863.000000 Penalty: 3556.648926
	Iteration 224Q: 3 clusters Score -7455863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7455856.000000 Penalty: 3556.648926
	Iteration 225Q: 3 clusters Score -7455856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7455859.000000 Penalty: 3556.648926
	Iteration 226Q: 3 clusters Score -7455859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7455859.000000 Penalty: 3556.648926
	Iteration 227F: 3 clusters Score -7455859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -599816.125000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -599816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -595865.562500 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -595865.6 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -597067.875000 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -597067.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -597411.687500 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -597411.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -597721.687500 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -597721.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -598003.562500 Penalty: 2767.762451
	Iteration 4F: 3 clusters Score -598003.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -598251.500000 Penalty: 2767.762451
	Iteration 5F: 3 clusters Score -598251.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -598450.375000 Penalty: 2767.762451
	Iteration 6F: 3 clusters Score -598450.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -598574.062500 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -598574.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -598671.937500 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -598671.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -598722.562500 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -598722.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -598765.125000 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -598765.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -598788.125000 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -598788.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -598810.750000 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -598810.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -598836.062500 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -598836.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -598858.875000 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -598858.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -598878.125000 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -598878.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -598892.437500 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -598892.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -598906.562500 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -598906.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -598916.750000 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -598916.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -598933.000000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -598933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -598944.187500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -598944.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -598951.187500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -598951.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -598959.750000 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -598959.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -598967.937500 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -598967.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -598978.750000 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -598978.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -598985.437500 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -598985.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -598996.625000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -598996.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -599005.562500 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -599005.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -599011.500000 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -599011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -599022.125000 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -599022.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -599032.812500 Penalty: 2767.762451
	Iteration 30Q: 3 clusters Score -599032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -599041.875000 Penalty: 2767.762451
	Iteration 31Q: 3 clusters Score -599041.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -599045.750000 Penalty: 2767.762451
	Iteration 32Q: 3 clusters Score -599045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -599051.125000 Penalty: 2767.762451
	Iteration 33Q: 3 clusters Score -599051.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -599054.187500 Penalty: 2767.762451
	Iteration 34Q: 3 clusters Score -599054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -599055.312500 Penalty: 2767.762451
	Iteration 35Q: 3 clusters Score -599055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -599057.437500 Penalty: 2767.762451
	Iteration 36Q: 3 clusters Score -599057.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -599058.125000 Penalty: 2767.762451
	Iteration 37Q: 3 clusters Score -599058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -599059.625000 Penalty: 2767.762451
	Iteration 38Q: 3 clusters Score -599059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -599062.062500 Penalty: 2767.762451
	Iteration 39Q: 3 clusters Score -599062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -599061.812500 Penalty: 2767.762451
	Iteration 40F: 3 clusters Score -599061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -599063.312500 Penalty: 2767.762451
	Iteration 41Q: 3 clusters Score -599063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -599065.062500 Penalty: 2767.762451
	Iteration 42Q: 3 clusters Score -599065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -599064.875000 Penalty: 2767.762451
	Iteration 43Q: 3 clusters Score -599064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -599064.875000 Penalty: 2767.762451
	Iteration 44F: 3 clusters Score -599064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -674126.750000 Penalty: 1401.002441
	Iteration 0F: 2 clusters Score -674126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -669761.312500 Penalty: 2802.004883
	Iteration 0F: 3 clusters Score -669761.3 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -670965.750000 Penalty: 2802.004883
	Iteration 1F: 3 clusters Score -670965.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -671214.500000 Penalty: 2802.004883
	Iteration 2F: 3 clusters Score -671214.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -671438.187500 Penalty: 2802.004883
	Iteration 3F: 3 clusters Score -671438.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -671676.250000 Penalty: 2802.004883
	Iteration 4F: 3 clusters Score -671676.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -671872.500000 Penalty: 2802.004883
	Iteration 5F: 3 clusters Score -671872.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -672035.375000 Penalty: 2802.004883
	Iteration 6F: 3 clusters Score -672035.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -672172.250000 Penalty: 2802.004883
	Iteration 7Q: 3 clusters Score -672172.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -672271.000000 Penalty: 2802.004883
	Iteration 8Q: 3 clusters Score -672271 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -672353.375000 Penalty: 2802.004883
	Iteration 9Q: 3 clusters Score -672353.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -672414.937500 Penalty: 2802.004883
	Iteration 10Q: 3 clusters Score -672414.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -672465.875000 Penalty: 2802.004883
	Iteration 11Q: 3 clusters Score -672465.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -672514.062500 Penalty: 2802.004883
	Iteration 12Q: 3 clusters Score -672514.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -672556.625000 Penalty: 2802.004883
	Iteration 13Q: 3 clusters Score -672556.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -672599.250000 Penalty: 2802.004883
	Iteration 14Q: 3 clusters Score -672599.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -672640.125000 Penalty: 2802.004883
	Iteration 15Q: 3 clusters Score -672640.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -672685.687500 Penalty: 2802.004883
	Iteration 16Q: 3 clusters Score -672685.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -672718.250000 Penalty: 2802.004883
	Iteration 17Q: 3 clusters Score -672718.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -672739.500000 Penalty: 2802.004883
	Iteration 18Q: 3 clusters Score -672739.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -672752.125000 Penalty: 2802.004883
	Iteration 19Q: 3 clusters Score -672752.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -672760.062500 Penalty: 2802.004883
	Iteration 20F: 3 clusters Score -672760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -672766.250000 Penalty: 2802.004883
	Iteration 21Q: 3 clusters Score -672766.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -672771.500000 Penalty: 2802.004883
	Iteration 22Q: 3 clusters Score -672771.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -672777.125000 Penalty: 2802.004883
	Iteration 23Q: 3 clusters Score -672777.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -672780.250000 Penalty: 2802.004883
	Iteration 24Q: 3 clusters Score -672780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -672787.250000 Penalty: 2802.004883
	Iteration 25Q: 3 clusters Score -672787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -672790.937500 Penalty: 2802.004883
	Iteration 26Q: 3 clusters Score -672790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -672795.000000 Penalty: 2802.004883
	Iteration 27Q: 3 clusters Score -672795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -672799.437500 Penalty: 2802.004883
	Iteration 28Q: 3 clusters Score -672799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -672803.687500 Penalty: 2802.004883
	Iteration 29Q: 3 clusters Score -672803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -672805.437500 Penalty: 2802.004883
	Iteration 30Q: 3 clusters Score -672805.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -672810.062500 Penalty: 2802.004883
	Iteration 31Q: 3 clusters Score -672810.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -672815.375000 Penalty: 2802.004883
	Iteration 32Q: 3 clusters Score -672815.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -672820.250000 Penalty: 2802.004883
	Iteration 33Q: 3 clusters Score -672820.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -672828.687500 Penalty: 2802.004883
	Iteration 34Q: 3 clusters Score -672828.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -672831.062500 Penalty: 2802.004883
	Iteration 35Q: 3 clusters Score -672831.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -672836.500000 Penalty: 2802.004883
	Iteration 36Q: 3 clusters Score -672836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -672838.500000 Penalty: 2802.004883
	Iteration 37Q: 3 clusters Score -672838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -672841.125000 Penalty: 2802.004883
	Iteration 38Q: 3 clusters Score -672841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -672841.250000 Penalty: 2802.004883
	Iteration 39Q: 3 clusters Score -672841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -672842.937500 Penalty: 2802.004883
	Iteration 40F: 3 clusters Score -672842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -672842.687500 Penalty: 2802.004883
	Iteration 41Q: 3 clusters Score -672842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -672843.125000 Penalty: 2802.004883
	Iteration 42Q: 3 clusters Score -672843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -672844.125000 Penalty: 2802.004883
	Iteration 43Q: 3 clusters Score -672844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -672846.875000 Penalty: 2802.004883
	Iteration 44Q: 3 clusters Score -672846.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -672849.187500 Penalty: 2802.004883
	Iteration 45Q: 3 clusters Score -672849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -672849.750000 Penalty: 2802.004883
	Iteration 46Q: 3 clusters Score -672849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -672854.312500 Penalty: 2802.004883
	Iteration 47Q: 3 clusters Score -672854.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -672856.562500 Penalty: 2802.004883
	Iteration 48Q: 3 clusters Score -672856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -672856.312500 Penalty: 2802.004883
	Iteration 49Q: 3 clusters Score -672856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -672860.562500 Penalty: 2802.004883
	Iteration 50Q: 3 clusters Score -672860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -672859.562500 Penalty: 2802.004883
	Iteration 51Q: 3 clusters Score -672859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -672860.375000 Penalty: 2802.004883
	Iteration 52Q: 3 clusters Score -672860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -672860.250000 Penalty: 2802.004883
	Iteration 53Q: 3 clusters Score -672860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -672861.375000 Penalty: 2802.004883
	Iteration 54Q: 3 clusters Score -672861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -672862.125000 Penalty: 2802.004883
	Iteration 55Q: 3 clusters Score -672862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -672862.125000 Penalty: 2802.004883
	Iteration 56F: 3 clusters Score -672862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21457.804688 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21457.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21567.455078 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21567.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21607.058594 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -21607.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21616.048828 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21616.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21626.544922 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21626.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21627.896484 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21629.757812 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -21629.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21629.757812 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -21629.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -335215.093750 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -335215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -332728.812500 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -332728.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333272.312500 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -333272.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -333397.906250 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -333397.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -333473.812500 Penalty: 2559.290283
	Iteration 3Q: 3 clusters Score -333473.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333515.750000 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -333515.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -333533.375000 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -333533.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -333549.312500 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -333549.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -333559.687500 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -333559.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -333565.000000 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -333565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -333569.125000 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -333569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -333573.250000 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -333573.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -333579.437500 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -333579.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -333585.843750 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -333585.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -333595.531250 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -333595.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -333601.656250 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -333601.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -333610.656250 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -333610.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -333623.156250 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -333623.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -333635.468750 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -333635.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -333646.937500 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -333646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -333662.468750 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -333662.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -333677.437500 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -333677.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -333692.656250 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -333692.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -333701.781250 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -333701.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -333710.187500 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -333710.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -333717.625000 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -333717.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -333729.000000 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -333729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -333744.593750 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -333744.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -333765.593750 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -333765.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -333787.093750 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -333787.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -333808.906250 Penalty: 2559.290283
	Iteration 29Q: 3 clusters Score -333808.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -333837.812500 Penalty: 2559.290283
	Iteration 30Q: 3 clusters Score -333837.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -333868.000000 Penalty: 2559.290283
	Iteration 31Q: 3 clusters Score -333868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -333902.031250 Penalty: 2559.290283
	Iteration 32Q: 3 clusters Score -333902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -333941.093750 Penalty: 2559.290283
	Iteration 33Q: 3 clusters Score -333941.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -333996.781250 Penalty: 2559.290283
	Iteration 34Q: 3 clusters Score -333996.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -334037.218750 Penalty: 2559.290283
	Iteration 35Q: 3 clusters Score -334037.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -334069.468750 Penalty: 2559.290283
	Iteration 36Q: 3 clusters Score -334069.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -334092.562500 Penalty: 2559.290283
	Iteration 37Q: 3 clusters Score -334092.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -334113.031250 Penalty: 2559.290283
	Iteration 38Q: 3 clusters Score -334113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -334130.968750 Penalty: 2559.290283
	Iteration 39Q: 3 clusters Score -334131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -334149.031250 Penalty: 2559.290283
	Iteration 40F: 3 clusters Score -334149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -334162.250000 Penalty: 2559.290283
	Iteration 41Q: 3 clusters Score -334162.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -334173.437500 Penalty: 2559.290283
	Iteration 42Q: 3 clusters Score -334173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -334180.593750 Penalty: 2559.290283
	Iteration 43Q: 3 clusters Score -334180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -334186.250000 Penalty: 2559.290283
	Iteration 44Q: 3 clusters Score -334186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -334193.093750 Penalty: 2559.290283
	Iteration 45Q: 3 clusters Score -334193.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -334199.250000 Penalty: 2559.290283
	Iteration 46Q: 3 clusters Score -334199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -334202.156250 Penalty: 2559.290283
	Iteration 47Q: 3 clusters Score -334202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -334207.875000 Penalty: 2559.290283
	Iteration 48Q: 3 clusters Score -334207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -334210.562500 Penalty: 2559.290283
	Iteration 49Q: 3 clusters Score -334210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -334210.843750 Penalty: 2559.290283
	Iteration 50Q: 3 clusters Score -334210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -334212.375000 Penalty: 2559.290283
	Iteration 51Q: 3 clusters Score -334212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -334212.375000 Penalty: 2559.290283
	Iteration 52F: 3 clusters Score -334212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -160171.609375 Penalty: 1181.651855
	Iteration 0F: 2 clusters Score -160171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158479.656250 Penalty: 2363.303711
	Iteration 0F: 3 clusters Score -158479.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -158885.093750 Penalty: 2363.303711
	Iteration 1F: 3 clusters Score -158885.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159002.234375 Penalty: 2363.303711
	Iteration 2F: 3 clusters Score -159002.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -159071.703125 Penalty: 2363.303711
	Iteration 3Q: 3 clusters Score -159071.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -159121.656250 Penalty: 2363.303711
	Iteration 4Q: 3 clusters Score -159121.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159180.000000 Penalty: 2363.303711
	Iteration 5Q: 3 clusters Score -159180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -159232.031250 Penalty: 2363.303711
	Iteration 6Q: 3 clusters Score -159232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -159277.890625 Penalty: 2363.303711
	Iteration 7Q: 3 clusters Score -159277.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -159298.203125 Penalty: 2363.303711
	Iteration 8Q: 3 clusters Score -159298.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -159304.375000 Penalty: 2363.303711
	Iteration 9Q: 3 clusters Score -159304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159310.687500 Penalty: 2363.303711
	Iteration 10Q: 3 clusters Score -159310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159322.718750 Penalty: 2363.303711
	Iteration 11Q: 3 clusters Score -159322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159334.375000 Penalty: 2363.303711
	Iteration 12Q: 3 clusters Score -159334.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159365.484375 Penalty: 2363.303711
	Iteration 13Q: 3 clusters Score -159365.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159420.468750 Penalty: 2363.303711
	Iteration 14Q: 3 clusters Score -159420.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159454.156250 Penalty: 2363.303711
	Iteration 15Q: 3 clusters Score -159454.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159495.390625 Penalty: 2363.303711
	Iteration 16Q: 3 clusters Score -159495.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159531.843750 Penalty: 2363.303711
	Iteration 17Q: 3 clusters Score -159531.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159563.812500 Penalty: 2363.303711
	Iteration 18Q: 3 clusters Score -159563.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159583.859375 Penalty: 2363.303711
	Iteration 19Q: 3 clusters Score -159583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159602.281250 Penalty: 2363.303711
	Iteration 20F: 3 clusters Score -159602.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159627.828125 Penalty: 2363.303711
	Iteration 21Q: 3 clusters Score -159627.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159669.515625 Penalty: 2363.303711
	Iteration 22Q: 3 clusters Score -159669.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159691.875000 Penalty: 2363.303711
	Iteration 23Q: 3 clusters Score -159691.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159709.812500 Penalty: 2363.303711
	Iteration 24Q: 3 clusters Score -159709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159724.843750 Penalty: 2363.303711
	Iteration 25Q: 3 clusters Score -159724.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159736.531250 Penalty: 2363.303711
	Iteration 26Q: 3 clusters Score -159736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159741.500000 Penalty: 2363.303711
	Iteration 27Q: 3 clusters Score -159741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159743.468750 Penalty: 2363.303711
	Iteration 28Q: 3 clusters Score -159743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159745.187500 Penalty: 2363.303711
	Iteration 29Q: 3 clusters Score -159745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159745.890625 Penalty: 2363.303711
	Iteration 30Q: 3 clusters Score -159745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159745.890625 Penalty: 2363.303711
	Iteration 31F: 3 clusters Score -159745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1075684.125000 Penalty: 1460.541260
	Iteration 0F: 2 clusters Score -1075684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1069803.750000 Penalty: 2921.082520
	Iteration 0F: 3 clusters Score -1069804 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1071578.125000 Penalty: 2921.082520
	Iteration 1F: 3 clusters Score -1071578 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1071773.625000 Penalty: 2921.082520
	Iteration 2F: 3 clusters Score -1071774 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1071905.000000 Penalty: 2921.082520
	Iteration 3Q: 3 clusters Score -1071905 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1072018.875000 Penalty: 2921.082520
	Iteration 4Q: 3 clusters Score -1072019 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1072105.000000 Penalty: 2921.082520
	Iteration 5Q: 3 clusters Score -1072105 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1072165.375000 Penalty: 2921.082520
	Iteration 6Q: 3 clusters Score -1072165 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1072216.500000 Penalty: 2921.082520
	Iteration 7Q: 3 clusters Score -1072216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1072249.875000 Penalty: 2921.082520
	Iteration 8Q: 3 clusters Score -1072250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1072287.250000 Penalty: 2921.082520
	Iteration 9Q: 3 clusters Score -1072287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1072322.500000 Penalty: 2921.082520
	Iteration 10Q: 3 clusters Score -1072322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1072348.000000 Penalty: 2921.082520
	Iteration 11Q: 3 clusters Score -1072348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1072361.125000 Penalty: 2921.082520
	Iteration 12Q: 3 clusters Score -1072361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1072383.250000 Penalty: 2921.082520
	Iteration 13Q: 3 clusters Score -1072383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1072410.125000 Penalty: 2921.082520
	Iteration 14Q: 3 clusters Score -1072410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1072429.625000 Penalty: 2921.082520
	Iteration 15Q: 3 clusters Score -1072430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1072443.750000 Penalty: 2921.082520
	Iteration 16Q: 3 clusters Score -1072444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1072460.375000 Penalty: 2921.082520
	Iteration 17Q: 3 clusters Score -1072460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1072469.625000 Penalty: 2921.082520
	Iteration 18Q: 3 clusters Score -1072470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1072486.875000 Penalty: 2921.082520
	Iteration 19Q: 3 clusters Score -1072487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1072498.000000 Penalty: 2921.082520
	Iteration 20F: 3 clusters Score -1072498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1072516.875000 Penalty: 2921.082520
	Iteration 21Q: 3 clusters Score -1072517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1072535.875000 Penalty: 2921.082520
	Iteration 22Q: 3 clusters Score -1072536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1072565.750000 Penalty: 2921.082520
	Iteration 23Q: 3 clusters Score -1072566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1072590.000000 Penalty: 2921.082520
	Iteration 24Q: 3 clusters Score -1072590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1072621.875000 Penalty: 2921.082520
	Iteration 25Q: 3 clusters Score -1072622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1072657.625000 Penalty: 2921.082520
	Iteration 26Q: 3 clusters Score -1072658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1072710.875000 Penalty: 2921.082520
	Iteration 27Q: 3 clusters Score -1072711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1072779.250000 Penalty: 2921.082520
	Iteration 28Q: 3 clusters Score -1072779 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1072865.750000 Penalty: 2921.082520
	Iteration 29Q: 3 clusters Score -1072866 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1072970.375000 Penalty: 2921.082520
	Iteration 30Q: 3 clusters Score -1072970 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1073074.500000 Penalty: 2921.082520
	Iteration 31Q: 3 clusters Score -1073074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1073159.125000 Penalty: 2921.082520
	Iteration 32Q: 3 clusters Score -1073159 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1073244.500000 Penalty: 2921.082520
	Iteration 33Q: 3 clusters Score -1073244 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1073302.125000 Penalty: 2921.082520
	Iteration 34Q: 3 clusters Score -1073302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1073353.375000 Penalty: 2921.082520
	Iteration 35Q: 3 clusters Score -1073353 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1073396.875000 Penalty: 2921.082520
	Iteration 36Q: 3 clusters Score -1073397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1073425.750000 Penalty: 2921.082520
	Iteration 37Q: 3 clusters Score -1073426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1073460.875000 Penalty: 2921.082520
	Iteration 38Q: 3 clusters Score -1073461 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1073488.750000 Penalty: 2921.082520
	Iteration 39Q: 3 clusters Score -1073489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1073517.250000 Penalty: 2921.082520
	Iteration 40F: 3 clusters Score -1073517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1073535.375000 Penalty: 2921.082520
	Iteration 41Q: 3 clusters Score -1073535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1073552.125000 Penalty: 2921.082520
	Iteration 42Q: 3 clusters Score -1073552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1073574.125000 Penalty: 2921.082520
	Iteration 43Q: 3 clusters Score -1073574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1073592.875000 Penalty: 2921.082520
	Iteration 44Q: 3 clusters Score -1073593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1073610.000000 Penalty: 2921.082520
	Iteration 45Q: 3 clusters Score -1073610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1073628.375000 Penalty: 2921.082520
	Iteration 46Q: 3 clusters Score -1073628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1073652.625000 Penalty: 2921.082520
	Iteration 47Q: 3 clusters Score -1073653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1073672.375000 Penalty: 2921.082520
	Iteration 48Q: 3 clusters Score -1073672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1073691.625000 Penalty: 2921.082520
	Iteration 49Q: 3 clusters Score -1073692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1073714.500000 Penalty: 2921.082520
	Iteration 50Q: 3 clusters Score -1073714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1073737.875000 Penalty: 2921.082520
	Iteration 51Q: 3 clusters Score -1073738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1073765.000000 Penalty: 2921.082520
	Iteration 52Q: 3 clusters Score -1073765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1073791.500000 Penalty: 2921.082520
	Iteration 53Q: 3 clusters Score -1073792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1073812.750000 Penalty: 2921.082520
	Iteration 54Q: 3 clusters Score -1073813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1073833.875000 Penalty: 2921.082520
	Iteration 55Q: 3 clusters Score -1073834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1073848.375000 Penalty: 2921.082520
	Iteration 56Q: 3 clusters Score -1073848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1073866.250000 Penalty: 2921.082520
	Iteration 57Q: 3 clusters Score -1073866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1073882.125000 Penalty: 2921.082520
	Iteration 58Q: 3 clusters Score -1073882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1073897.750000 Penalty: 2921.082520
	Iteration 59Q: 3 clusters Score -1073898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1073910.000000 Penalty: 2921.082520
	Iteration 60F: 3 clusters Score -1073910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1073921.375000 Penalty: 2921.082520
	Iteration 61Q: 3 clusters Score -1073921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1073932.000000 Penalty: 2921.082520
	Iteration 62Q: 3 clusters Score -1073932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1073952.000000 Penalty: 2921.082520
	Iteration 63Q: 3 clusters Score -1073952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1073965.000000 Penalty: 2921.082520
	Iteration 64Q: 3 clusters Score -1073965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1073979.250000 Penalty: 2921.082520
	Iteration 65Q: 3 clusters Score -1073979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1073991.750000 Penalty: 2921.082520
	Iteration 66Q: 3 clusters Score -1073992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1074007.125000 Penalty: 2921.082520
	Iteration 67Q: 3 clusters Score -1074007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1074018.625000 Penalty: 2921.082520
	Iteration 68Q: 3 clusters Score -1074019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1074023.500000 Penalty: 2921.082520
	Iteration 69Q: 3 clusters Score -1074024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1074031.875000 Penalty: 2921.082520
	Iteration 70Q: 3 clusters Score -1074032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1074043.250000 Penalty: 2921.082520
	Iteration 71Q: 3 clusters Score -1074043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1074052.375000 Penalty: 2921.082520
	Iteration 72Q: 3 clusters Score -1074052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1074061.125000 Penalty: 2921.082520
	Iteration 73Q: 3 clusters Score -1074061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1074069.250000 Penalty: 2921.082520
	Iteration 74Q: 3 clusters Score -1074069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1074075.750000 Penalty: 2921.082520
	Iteration 75Q: 3 clusters Score -1074076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1074080.750000 Penalty: 2921.082520
	Iteration 76Q: 3 clusters Score -1074081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1074086.750000 Penalty: 2921.082520
	Iteration 77Q: 3 clusters Score -1074087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1074095.500000 Penalty: 2921.082520
	Iteration 78Q: 3 clusters Score -1074096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1074101.000000 Penalty: 2921.082520
	Iteration 79Q: 3 clusters Score -1074101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1074109.625000 Penalty: 2921.082520
	Iteration 80F: 3 clusters Score -1074110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1074116.500000 Penalty: 2921.082520
	Iteration 81Q: 3 clusters Score -1074116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1074120.000000 Penalty: 2921.082520
	Iteration 82Q: 3 clusters Score -1074120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1074121.750000 Penalty: 2921.082520
	Iteration 83Q: 3 clusters Score -1074122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1074126.500000 Penalty: 2921.082520
	Iteration 84Q: 3 clusters Score -1074126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1074128.875000 Penalty: 2921.082520
	Iteration 85Q: 3 clusters Score -1074129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1074135.375000 Penalty: 2921.082520
	Iteration 86Q: 3 clusters Score -1074135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1074144.500000 Penalty: 2921.082520
	Iteration 87Q: 3 clusters Score -1074144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1074151.875000 Penalty: 2921.082520
	Iteration 88Q: 3 clusters Score -1074152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1074163.500000 Penalty: 2921.082520
	Iteration 89Q: 3 clusters Score -1074164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1074173.875000 Penalty: 2921.082520
	Iteration 90Q: 3 clusters Score -1074174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1074179.125000 Penalty: 2921.082520
	Iteration 91Q: 3 clusters Score -1074179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1074180.625000 Penalty: 2921.082520
	Iteration 92Q: 3 clusters Score -1074181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1074187.500000 Penalty: 2921.082520
	Iteration 93Q: 3 clusters Score -1074188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1074191.250000 Penalty: 2921.082520
	Iteration 94Q: 3 clusters Score -1074191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1074193.625000 Penalty: 2921.082520
	Iteration 95Q: 3 clusters Score -1074194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1074195.375000 Penalty: 2921.082520
	Iteration 96Q: 3 clusters Score -1074195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1074199.375000 Penalty: 2921.082520
	Iteration 97Q: 3 clusters Score -1074199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1074203.625000 Penalty: 2921.082520
	Iteration 98Q: 3 clusters Score -1074204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1074206.000000 Penalty: 2921.082520
	Iteration 99Q: 3 clusters Score -1074206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1074209.750000 Penalty: 2921.082520
	Iteration 100F: 3 clusters Score -1074210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1074214.125000 Penalty: 2921.082520
	Iteration 101Q: 3 clusters Score -1074214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1074215.375000 Penalty: 2921.082520
	Iteration 102Q: 3 clusters Score -1074215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1074216.500000 Penalty: 2921.082520
	Iteration 103Q: 3 clusters Score -1074216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1074219.000000 Penalty: 2921.082520
	Iteration 104Q: 3 clusters Score -1074219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1074220.125000 Penalty: 2921.082520
	Iteration 105Q: 3 clusters Score -1074220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1074222.625000 Penalty: 2921.082520
	Iteration 106Q: 3 clusters Score -1074223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1074224.125000 Penalty: 2921.082520
	Iteration 107Q: 3 clusters Score -1074224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1074223.000000 Penalty: 2921.082520
	Iteration 108Q: 3 clusters Score -1074223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1074223.125000 Penalty: 2921.082520
	Iteration 109Q: 3 clusters Score -1074223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1074226.750000 Penalty: 2921.082520
	Iteration 110Q: 3 clusters Score -1074227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1074225.875000 Penalty: 2921.082520
	Iteration 111Q: 3 clusters Score -1074226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1074226.000000 Penalty: 2921.082520
	Iteration 112Q: 3 clusters Score -1074226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1074226.000000 Penalty: 2921.082520
	Iteration 113F: 3 clusters Score -1074226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -291548.343750 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -291548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -289229.656250 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -289229.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289728.281250 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -289728.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -289854.687500 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -289854.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -289934.531250 Penalty: 2514.157959
	Iteration 3F: 3 clusters Score -289934.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -290007.093750 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -290007.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -290064.156250 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -290064.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -290112.250000 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -290112.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290148.687500 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -290148.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -290174.375000 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -290174.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -290190.437500 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -290190.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290204.343750 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -290204.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -290219.156250 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -290219.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -290228.968750 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -290229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -290238.218750 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -290238.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -290252.187500 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -290252.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -290270.937500 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -290270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290286.562500 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -290286.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -290297.718750 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -290297.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -290306.906250 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -290306.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -290313.375000 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -290313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -290317.781250 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -290317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -290319.437500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -290319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -290320.000000 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -290320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290321.437500 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -290321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -290322.406250 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -290322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -290323.937500 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -290323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -290325.218750 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -290325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -290327.968750 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -290328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -290331.406250 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -290331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -290334.343750 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -290334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290338.500000 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -290338.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -290343.875000 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -290343.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -290348.218750 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -290348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -290352.687500 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -290352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290353.937500 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -290353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290355.218750 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -290355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -290356.562500 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -290356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -290357.968750 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -290358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -290358.437500 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -290358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290360.250000 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -290360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -290362.593750 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -290362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -290364.781250 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -290364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -290366.281250 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -290366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -290367.343750 Penalty: 2514.157959
	Iteration 43Q: 3 clusters Score -290367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -290367.906250 Penalty: 2514.157959
	Iteration 44Q: 3 clusters Score -290367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -290368.718750 Penalty: 2514.157959
	Iteration 45Q: 3 clusters Score -290368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -290369.406250 Penalty: 2514.157959
	Iteration 46Q: 3 clusters Score -290369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -290370.312500 Penalty: 2514.157959
	Iteration 47Q: 3 clusters Score -290370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -290370.031250 Penalty: 2514.157959
	Iteration 48Q: 3 clusters Score -290370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -290370.781250 Penalty: 2514.157959
	Iteration 49Q: 3 clusters Score -290370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -290373.281250 Penalty: 2514.157959
	Iteration 50Q: 3 clusters Score -290373.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -290375.656250 Penalty: 2514.157959
	Iteration 51Q: 3 clusters Score -290375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -290378.593750 Penalty: 2514.157959
	Iteration 52Q: 3 clusters Score -290378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -290378.156250 Penalty: 2514.157959
	Iteration 53Q: 3 clusters Score -290378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -290378.156250 Penalty: 2514.157959
	Iteration 54F: 3 clusters Score -290378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (78327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Entering Unmasked Estep 
Score: -10375009.000000 Penalty: 1831.155151
	Iteration 0F: 2 clusters Score -1.037501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -10325565.000000 Penalty: 3662.310303
	Iteration 0F: 3 clusters Score -1.032556e+07 nChanged 37208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -10347140.000000 Penalty: 3662.310303
	Iteration 1F: 3 clusters Score -1.034714e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -10348015.000000 Penalty: 3662.310303
	Iteration 2Q: 3 clusters Score -1.034802e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -10349242.000000 Penalty: 3662.310303
	Iteration 3Q: 3 clusters Score -1.034924e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -10351180.000000 Penalty: 3662.310303
	Iteration 4F: 3 clusters Score -1.035118e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -10354081.000000 Penalty: 3662.310303
	Iteration 5F: 3 clusters Score -1.035408e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -10358358.000000 Penalty: 3662.310303
	Iteration 6F: 3 clusters Score -1.035836e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -10363177.000000 Penalty: 3662.310303
	Iteration 7F: 3 clusters Score -1.036318e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -10367766.000000 Penalty: 3662.310303
	Iteration 8F: 3 clusters Score -1.036777e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -10370930.000000 Penalty: 3662.310303
	Iteration 9Q: 3 clusters Score -1.037093e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10372504.000000 Penalty: 3662.310303
	Iteration 10Q: 3 clusters Score -1.03725e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10373055.000000 Penalty: 3662.310303
	Iteration 11Q: 3 clusters Score -1.037306e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10373203.000000 Penalty: 3662.310303
	Iteration 12Q: 3 clusters Score -1.03732e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10373308.000000 Penalty: 3662.310303
	Iteration 13Q: 3 clusters Score -1.037331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10373347.000000 Penalty: 3662.310303
	Iteration 14Q: 3 clusters Score -1.037335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10373366.000000 Penalty: 3662.310303
	Iteration 15Q: 3 clusters Score -1.037337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10373387.000000 Penalty: 3662.310303
	Iteration 16Q: 3 clusters Score -1.037339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10373387.000000 Penalty: 3662.310303
	Iteration 17Q: 3 clusters Score -1.037339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10373400.000000 Penalty: 3662.310303
	Iteration 18Q: 3 clusters Score -1.03734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10373396.000000 Penalty: 3662.310303
	Iteration 19Q: 3 clusters Score -1.03734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10373397.000000 Penalty: 3662.310303
	Iteration 20F: 3 clusters Score -1.03734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10373401.000000 Penalty: 3662.310303
	Iteration 21Q: 3 clusters Score -1.03734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10373401.000000 Penalty: 3662.310303
	Iteration 22F: 3 clusters Score -1.03734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -230406.453125 Penalty: 1220.889038
	Iteration 0F: 2 clusters Score -230406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -228417.828125 Penalty: 2441.778076
	Iteration 0F: 3 clusters Score -228417.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228857.265625 Penalty: 2441.778076
	Iteration 1F: 3 clusters Score -228857.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -228986.156250 Penalty: 2441.778076
	Iteration 2F: 3 clusters Score -228986.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -229063.578125 Penalty: 2441.778076
	Iteration 3F: 3 clusters Score -229063.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -229124.703125 Penalty: 2441.778076
	Iteration 4Q: 3 clusters Score -229124.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -229176.750000 Penalty: 2441.778076
	Iteration 5Q: 3 clusters Score -229176.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -229223.515625 Penalty: 2441.778076
	Iteration 6Q: 3 clusters Score -229223.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -229267.140625 Penalty: 2441.778076
	Iteration 7Q: 3 clusters Score -229267.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -229298.968750 Penalty: 2441.778076
	Iteration 8Q: 3 clusters Score -229299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -229330.015625 Penalty: 2441.778076
	Iteration 9Q: 3 clusters Score -229330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -229359.093750 Penalty: 2441.778076
	Iteration 10Q: 3 clusters Score -229359.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -229384.203125 Penalty: 2441.778076
	Iteration 11Q: 3 clusters Score -229384.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -229408.328125 Penalty: 2441.778076
	Iteration 12Q: 3 clusters Score -229408.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -229427.265625 Penalty: 2441.778076
	Iteration 13Q: 3 clusters Score -229427.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -229438.921875 Penalty: 2441.778076
	Iteration 14Q: 3 clusters Score -229438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -229449.218750 Penalty: 2441.778076
	Iteration 15Q: 3 clusters Score -229449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -229464.343750 Penalty: 2441.778076
	Iteration 16Q: 3 clusters Score -229464.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -229478.109375 Penalty: 2441.778076
	Iteration 17Q: 3 clusters Score -229478.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -229490.031250 Penalty: 2441.778076
	Iteration 18Q: 3 clusters Score -229490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -229499.484375 Penalty: 2441.778076
	Iteration 19Q: 3 clusters Score -229499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -229504.937500 Penalty: 2441.778076
	Iteration 20F: 3 clusters Score -229504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -229510.453125 Penalty: 2441.778076
	Iteration 21Q: 3 clusters Score -229510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -229515.234375 Penalty: 2441.778076
	Iteration 22Q: 3 clusters Score -229515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -229518.734375 Penalty: 2441.778076
	Iteration 23Q: 3 clusters Score -229518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -229520.906250 Penalty: 2441.778076
	Iteration 24Q: 3 clusters Score -229520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -229521.812500 Penalty: 2441.778076
	Iteration 25Q: 3 clusters Score -229521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -229524.484375 Penalty: 2441.778076
	Iteration 26Q: 3 clusters Score -229524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -229528.296875 Penalty: 2441.778076
	Iteration 27Q: 3 clusters Score -229528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -229529.546875 Penalty: 2441.778076
	Iteration 28Q: 3 clusters Score -229529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -229529.796875 Penalty: 2441.778076
	Iteration 29Q: 3 clusters Score -229529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -229530.140625 Penalty: 2441.778076
	Iteration 30Q: 3 clusters Score -229530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -229530.671875 Penalty: 2441.778076
	Iteration 31Q: 3 clusters Score -229530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -229530.671875 Penalty: 2441.778076
	Iteration 32F: 3 clusters Score -229530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Entering Unmasked Estep 
Score: -7067934.500000 Penalty: 1768.169434
	Iteration 0F: 2 clusters Score -7067934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -7032599.000000 Penalty: 3536.338867
	Iteration 0F: 3 clusters Score -7032599 nChanged 24997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -7046888.000000 Penalty: 3536.338867
	Iteration 1F: 3 clusters Score -7046888 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -7047330.000000 Penalty: 3536.338867
	Iteration 2Q: 3 clusters Score -7047330 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -7047927.000000 Penalty: 3536.338867
	Iteration 3Q: 3 clusters Score -7047927 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -7048640.500000 Penalty: 3536.338867
	Iteration 4Q: 3 clusters Score -7048640 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -7049750.000000 Penalty: 3536.338867
	Iteration 5Q: 3 clusters Score -7049750 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -7051449.000000 Penalty: 3536.338867
	Iteration 6F: 3 clusters Score -7051449 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7054027.000000 Penalty: 3536.338867
	Iteration 7F: 3 clusters Score -7054027 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7057331.000000 Penalty: 3536.338867
	Iteration 8F: 3 clusters Score -7057331 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -7060216.000000 Penalty: 3536.338867
	Iteration 9F: 3 clusters Score -7060216 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -7062032.500000 Penalty: 3536.338867
	Iteration 10Q: 3 clusters Score -7062032 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -7063107.000000 Penalty: 3536.338867
	Iteration 11Q: 3 clusters Score -7063107 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -7063782.000000 Penalty: 3536.338867
	Iteration 12Q: 3 clusters Score -7063782 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -7064239.000000 Penalty: 3536.338867
	Iteration 13Q: 3 clusters Score -7064239 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -7064581.500000 Penalty: 3536.338867
	Iteration 14Q: 3 clusters Score -7064582 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -7064809.000000 Penalty: 3536.338867
	Iteration 15Q: 3 clusters Score -7064809 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -7064966.500000 Penalty: 3536.338867
	Iteration 16Q: 3 clusters Score -7064966 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -7065143.000000 Penalty: 3536.338867
	Iteration 17Q: 3 clusters Score -7065143 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -7065284.000000 Penalty: 3536.338867
	Iteration 18Q: 3 clusters Score -7065284 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -7065426.500000 Penalty: 3536.338867
	Iteration 19Q: 3 clusters Score -7065426 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -7065514.500000 Penalty: 3536.338867
	Iteration 20F: 3 clusters Score -7065514 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -7065602.000000 Penalty: 3536.338867
	Iteration 21Q: 3 clusters Score -7065602 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -7065667.000000 Penalty: 3536.338867
	Iteration 22Q: 3 clusters Score -7065667 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7065740.000000 Penalty: 3536.338867
	Iteration 23Q: 3 clusters Score -7065740 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -7065829.000000 Penalty: 3536.338867
	Iteration 24Q: 3 clusters Score -7065829 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -7065880.000000 Penalty: 3536.338867
	Iteration 25Q: 3 clusters Score -7065880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -7065930.500000 Penalty: 3536.338867
	Iteration 26Q: 3 clusters Score -7065930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -7065980.000000 Penalty: 3536.338867
	Iteration 27Q: 3 clusters Score -7065980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7066044.500000 Penalty: 3536.338867
	Iteration 28Q: 3 clusters Score -7066044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -7066091.500000 Penalty: 3536.338867
	Iteration 29Q: 3 clusters Score -7066092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -7066122.000000 Penalty: 3536.338867
	Iteration 30Q: 3 clusters Score -7066122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -7066150.500000 Penalty: 3536.338867
	Iteration 31Q: 3 clusters Score -7066150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -7066182.500000 Penalty: 3536.338867
	Iteration 32Q: 3 clusters Score -7066182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -7066211.000000 Penalty: 3536.338867
	Iteration 33Q: 3 clusters Score -7066211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -7066257.500000 Penalty: 3536.338867
	Iteration 34Q: 3 clusters Score -7066258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -7066280.000000 Penalty: 3536.338867
	Iteration 35Q: 3 clusters Score -7066280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -7066302.500000 Penalty: 3536.338867
	Iteration 36Q: 3 clusters Score -7066302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -7066311.000000 Penalty: 3536.338867
	Iteration 37Q: 3 clusters Score -7066311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -7066326.500000 Penalty: 3536.338867
	Iteration 38Q: 3 clusters Score -7066326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -7066354.500000 Penalty: 3536.338867
	Iteration 39Q: 3 clusters Score -7066354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -7066366.500000 Penalty: 3536.338867
	Iteration 40F: 3 clusters Score -7066366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -7066373.500000 Penalty: 3536.338867
	Iteration 41Q: 3 clusters Score -7066374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -7066385.000000 Penalty: 3536.338867
	Iteration 42Q: 3 clusters Score -7066385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -7066388.500000 Penalty: 3536.338867
	Iteration 43Q: 3 clusters Score -7066388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7066398.000000 Penalty: 3536.338867
	Iteration 44Q: 3 clusters Score -7066398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7066409.500000 Penalty: 3536.338867
	Iteration 45Q: 3 clusters Score -7066410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -7066412.500000 Penalty: 3536.338867
	Iteration 46Q: 3 clusters Score -7066412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -7066417.000000 Penalty: 3536.338867
	Iteration 47Q: 3 clusters Score -7066417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -7066417.000000 Penalty: 3536.338867
	Iteration 48Q: 3 clusters Score -7066417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -7066422.000000 Penalty: 3536.338867
	Iteration 49Q: 3 clusters Score -7066422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -7066418.500000 Penalty: 3536.338867
	Iteration 50Q: 3 clusters Score -7066418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -7066424.000000 Penalty: 3536.338867
	Iteration 51Q: 3 clusters Score -7066424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -7066422.500000 Penalty: 3536.338867
	Iteration 52Q: 3 clusters Score -7066422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -7066417.000000 Penalty: 3536.338867
	Iteration 53Q: 3 clusters Score -7066417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -7066423.500000 Penalty: 3536.338867
	Iteration 54Q: 3 clusters Score -7066424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -7066424.000000 Penalty: 3536.338867
	Iteration 55Q: 3 clusters Score -7066424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -7066436.500000 Penalty: 3536.338867
	Iteration 56Q: 3 clusters Score -7066436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -7066434.000000 Penalty: 3536.338867
	Iteration 57Q: 3 clusters Score -7066434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -7066437.000000 Penalty: 3536.338867
	Iteration 58Q: 3 clusters Score -7066437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -7066441.500000 Penalty: 3536.338867
	Iteration 59Q: 3 clusters Score -7066442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -7066446.000000 Penalty: 3536.338867
	Iteration 60F: 3 clusters Score -7066446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7066440.500000 Penalty: 3536.338867
	Iteration 61Q: 3 clusters Score -7066440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -7066441.000000 Penalty: 3536.338867
	Iteration 62Q: 3 clusters Score -7066441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -7066443.500000 Penalty: 3536.338867
	Iteration 63Q: 3 clusters Score -7066444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -7066443.000000 Penalty: 3536.338867
	Iteration 64Q: 3 clusters Score -7066443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -7066447.000000 Penalty: 3536.338867
	Iteration 65Q: 3 clusters Score -7066447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -7066446.500000 Penalty: 3536.338867
	Iteration 66Q: 3 clusters Score -7066446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -7066448.000000 Penalty: 3536.338867
	Iteration 67Q: 3 clusters Score -7066448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7066440.000000 Penalty: 3536.338867
	Iteration 68Q: 3 clusters Score -7066440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7066447.500000 Penalty: 3536.338867
	Iteration 69Q: 3 clusters Score -7066448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -7066452.500000 Penalty: 3536.338867
	Iteration 70Q: 3 clusters Score -7066452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -7066454.500000 Penalty: 3536.338867
	Iteration 71Q: 3 clusters Score -7066454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7066459.000000 Penalty: 3536.338867
	Iteration 72Q: 3 clusters Score -7066459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -7066465.500000 Penalty: 3536.338867
	Iteration 73Q: 3 clusters Score -7066466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -7066460.000000 Penalty: 3536.338867
	Iteration 74Q: 3 clusters Score -7066460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -7066465.500000 Penalty: 3536.338867
	Iteration 75Q: 3 clusters Score -7066466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -7066466.500000 Penalty: 3536.338867
	Iteration 76Q: 3 clusters Score -7066466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -7066470.000000 Penalty: 3536.338867
	Iteration 77Q: 3 clusters Score -7066470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -7066472.500000 Penalty: 3536.338867
	Iteration 78Q: 3 clusters Score -7066472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7066469.500000 Penalty: 3536.338867
	Iteration 79Q: 3 clusters Score -7066470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -7066472.000000 Penalty: 3536.338867
	Iteration 80F: 3 clusters Score -7066472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -7066475.500000 Penalty: 3536.338867
	Iteration 81Q: 3 clusters Score -7066476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7066478.000000 Penalty: 3536.338867
	Iteration 82Q: 3 clusters Score -7066478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -7066478.000000 Penalty: 3536.338867
	Iteration 83Q: 3 clusters Score -7066478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7066473.500000 Penalty: 3536.338867
	Iteration 84Q: 3 clusters Score -7066474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7066477.000000 Penalty: 3536.338867
	Iteration 85Q: 3 clusters Score -7066477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -7066475.500000 Penalty: 3536.338867
	Iteration 86Q: 3 clusters Score -7066476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7066474.500000 Penalty: 3536.338867
	Iteration 87Q: 3 clusters Score -7066474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -7066477.500000 Penalty: 3536.338867
	Iteration 88Q: 3 clusters Score -7066478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -7066480.500000 Penalty: 3536.338867
	Iteration 89Q: 3 clusters Score -7066480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -7066476.500000 Penalty: 3536.338867
	Iteration 90Q: 3 clusters Score -7066476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7066480.500000 Penalty: 3536.338867
	Iteration 91Q: 3 clusters Score -7066480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -7066480.000000 Penalty: 3536.338867
	Iteration 92Q: 3 clusters Score -7066480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -7066479.000000 Penalty: 3536.338867
	Iteration 93Q: 3 clusters Score -7066479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7066481.000000 Penalty: 3536.338867
	Iteration 94Q: 3 clusters Score -7066481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7066481.000000 Penalty: 3536.338867
	Iteration 95F: 3 clusters Score -7066481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Entering Unmasked Estep 
Score: -10731398.000000 Penalty: 1837.006958
	Iteration 0F: 2 clusters Score -1.07314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -10683059.000000 Penalty: 3674.013916
	Iteration 0F: 3 clusters Score -1.068306e+07 nChanged 38827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -10705566.000000 Penalty: 3674.013916
	Iteration 1F: 3 clusters Score -1.070557e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -10706603.000000 Penalty: 3674.013916
	Iteration 2Q: 3 clusters Score -1.07066e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -10707749.000000 Penalty: 3674.013916
	Iteration 3Q: 3 clusters Score -1.070775e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -10709464.000000 Penalty: 3674.013916
	Iteration 4Q: 3 clusters Score -1.070946e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -10712011.000000 Penalty: 3674.013916
	Iteration 5F: 3 clusters Score -1.071201e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -10715464.000000 Penalty: 3674.013916
	Iteration 6F: 3 clusters Score -1.071546e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -10719188.000000 Penalty: 3674.013916
	Iteration 7F: 3 clusters Score -1.071919e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -10722377.000000 Penalty: 3674.013916
	Iteration 8F: 3 clusters Score -1.072238e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -10724527.000000 Penalty: 3674.013916
	Iteration 9Q: 3 clusters Score -1.072453e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -10726001.000000 Penalty: 3674.013916
	Iteration 10Q: 3 clusters Score -1.0726e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -10726909.000000 Penalty: 3674.013916
	Iteration 11Q: 3 clusters Score -1.072691e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -10727355.000000 Penalty: 3674.013916
	Iteration 12Q: 3 clusters Score -1.072736e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -10727602.000000 Penalty: 3674.013916
	Iteration 13Q: 3 clusters Score -1.07276e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -10727757.000000 Penalty: 3674.013916
	Iteration 14Q: 3 clusters Score -1.072776e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -10727880.000000 Penalty: 3674.013916
	Iteration 15Q: 3 clusters Score -1.072788e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -10728033.000000 Penalty: 3674.013916
	Iteration 16Q: 3 clusters Score -1.072803e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -10728224.000000 Penalty: 3674.013916
	Iteration 17Q: 3 clusters Score -1.072822e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -10728366.000000 Penalty: 3674.013916
	Iteration 18Q: 3 clusters Score -1.072837e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -10728510.000000 Penalty: 3674.013916
	Iteration 19Q: 3 clusters Score -1.072851e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -10728679.000000 Penalty: 3674.013916
	Iteration 20F: 3 clusters Score -1.072868e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -10728874.000000 Penalty: 3674.013916
	Iteration 21Q: 3 clusters Score -1.072887e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -10728977.000000 Penalty: 3674.013916
	Iteration 22Q: 3 clusters Score -1.072898e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -10729053.000000 Penalty: 3674.013916
	Iteration 23Q: 3 clusters Score -1.072905e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -10729117.000000 Penalty: 3674.013916
	Iteration 24Q: 3 clusters Score -1.072912e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -10729232.000000 Penalty: 3674.013916
	Iteration 25Q: 3 clusters Score -1.072923e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -10729263.000000 Penalty: 3674.013916
	Iteration 26Q: 3 clusters Score -1.072926e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -10729353.000000 Penalty: 3674.013916
	Iteration 27Q: 3 clusters Score -1.072935e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -10729456.000000 Penalty: 3674.013916
	Iteration 28Q: 3 clusters Score -1.072946e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -10729532.000000 Penalty: 3674.013916
	Iteration 29Q: 3 clusters Score -1.072953e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -10729587.000000 Penalty: 3674.013916
	Iteration 30Q: 3 clusters Score -1.072959e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -10729641.000000 Penalty: 3674.013916
	Iteration 31Q: 3 clusters Score -1.072964e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -10729697.000000 Penalty: 3674.013916
	Iteration 32Q: 3 clusters Score -1.07297e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -10729751.000000 Penalty: 3674.013916
	Iteration 33Q: 3 clusters Score -1.072975e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -10729796.000000 Penalty: 3674.013916
	Iteration 34Q: 3 clusters Score -1.07298e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -10729842.000000 Penalty: 3674.013916
	Iteration 35Q: 3 clusters Score -1.072984e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -10729854.000000 Penalty: 3674.013916
	Iteration 36Q: 3 clusters Score -1.072985e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -10729833.000000 Penalty: 3674.013916
	Iteration 37Q: 3 clusters Score -1.072983e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -10729841.000000 Penalty: 3674.013916
	Iteration 38Q: 3 clusters Score -1.072984e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -10729840.000000 Penalty: 3674.013916
	Iteration 39Q: 3 clusters Score -1.072984e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -10729812.000000 Penalty: 3674.013916
	Iteration 40F: 3 clusters Score -1.072981e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -10729826.000000 Penalty: 3674.013916
	Iteration 41Q: 3 clusters Score -1.072983e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -10729866.000000 Penalty: 3674.013916
	Iteration 42Q: 3 clusters Score -1.072987e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -10729875.000000 Penalty: 3674.013916
	Iteration 43Q: 3 clusters Score -1.072988e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -10729896.000000 Penalty: 3674.013916
	Iteration 44Q: 3 clusters Score -1.07299e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -10729895.000000 Penalty: 3674.013916
	Iteration 45Q: 3 clusters Score -1.07299e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -10729917.000000 Penalty: 3674.013916
	Iteration 46Q: 3 clusters Score -1.072992e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -10729890.000000 Penalty: 3674.013916
	Iteration 47Q: 3 clusters Score -1.072989e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -10729876.000000 Penalty: 3674.013916
	Iteration 48Q: 3 clusters Score -1.072988e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -10729855.000000 Penalty: 3674.013916
	Iteration 49Q: 3 clusters Score -1.072986e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -10729901.000000 Penalty: 3674.013916
	Iteration 50Q: 3 clusters Score -1.07299e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -10729928.000000 Penalty: 3674.013916
	Iteration 51Q: 3 clusters Score -1.072993e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -10729927.000000 Penalty: 3674.013916
	Iteration 52Q: 3 clusters Score -1.072993e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -10729957.000000 Penalty: 3674.013916
	Iteration 53Q: 3 clusters Score -1.072996e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -10729981.000000 Penalty: 3674.013916
	Iteration 54Q: 3 clusters Score -1.072998e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -10729975.000000 Penalty: 3674.013916
	Iteration 55Q: 3 clusters Score -1.072998e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -10729989.000000 Penalty: 3674.013916
	Iteration 56Q: 3 clusters Score -1.072999e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -10730004.000000 Penalty: 3674.013916
	Iteration 57Q: 3 clusters Score -1.073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -10730008.000000 Penalty: 3674.013916
	Iteration 58Q: 3 clusters Score -1.073001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -10730029.000000 Penalty: 3674.013916
	Iteration 59Q: 3 clusters Score -1.073003e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -10730035.000000 Penalty: 3674.013916
	Iteration 60F: 3 clusters Score -1.073004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -10730036.000000 Penalty: 3674.013916
	Iteration 61Q: 3 clusters Score -1.073004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -10730035.000000 Penalty: 3674.013916
	Iteration 62Q: 3 clusters Score -1.073004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -10730029.000000 Penalty: 3674.013916
	Iteration 63Q: 3 clusters Score -1.073003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -10730041.000000 Penalty: 3674.013916
	Iteration 64Q: 3 clusters Score -1.073004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -10730041.000000 Penalty: 3674.013916
	Iteration 65Q: 3 clusters Score -1.073004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -10730048.000000 Penalty: 3674.013916
	Iteration 66Q: 3 clusters Score -1.073005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -10730048.000000 Penalty: 3674.013916
	Iteration 67Q: 3 clusters Score -1.073005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -10730051.000000 Penalty: 3674.013916
	Iteration 68Q: 3 clusters Score -1.073005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -10730058.000000 Penalty: 3674.013916
	Iteration 69Q: 3 clusters Score -1.073006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -10730055.000000 Penalty: 3674.013916
	Iteration 70Q: 3 clusters Score -1.073006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10730054.000000 Penalty: 3674.013916
	Iteration 71Q: 3 clusters Score -1.073005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
Score: -10730045.000000 Penalty: 3674.013916
	Iteration 72Q: 3 clusters Score -1.073004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -10730049.000000 Penalty: 3674.013916
	Iteration 73Q: 3 clusters Score -1.073005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -10730049.000000 Penalty: 3674.013916
	Iteration 74F: 3 clusters Score -1.073005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Entering Unmasked Estep 
Score: -1750539.000000 Penalty: 1548.830322
	Iteration 0F: 2 clusters Score -1750539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1740966.625000 Penalty: 3097.660645
	Iteration 0F: 3 clusters Score -1740967 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1744306.500000 Penalty: 3097.660645
	Iteration 1F: 3 clusters Score -1744306 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1744618 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1744857.375000 Penalty: 3097.660645
	Iteration 3Q: 3 clusters Score -1744857 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1745083.500000 Penalty: 3097.660645
	Iteration 4Q: 3 clusters Score -1745084 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1745320.875000 Penalty: 3097.660645
	Iteration 5Q: 3 clusters Score -1745321 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1745524.625000 Penalty: 3097.660645
	Iteration 6Q: 3 clusters Score -1745525 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1745704.000000 Penalty: 3097.660645
	Iteration 7Q: 3 clusters Score -1745704 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1745887.500000 Penalty: 3097.660645
	Iteration 8Q: 3 clusters Score -1745888 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1746084.875000 Penalty: 3097.660645
	Iteration 9Q: 3 clusters Score -1746085 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1746272.375000 Penalty: 3097.660645
	Iteration 10Q: 3 clusters Score -1746272 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1746430.000000 Penalty: 3097.660645
	Iteration 11Q: 3 clusters Score -1746430 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1746588.750000 Penalty: 3097.660645
	Iteration 12Q: 3 clusters Score -1746589 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1746767.125000 Penalty: 3097.660645
	Iteration 13Q: 3 clusters Score -1746767 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1746960.375000 Penalty: 3097.660645
	Iteration 14Q: 3 clusters Score -1746960 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1747163.000000 Penalty: 3097.660645
	Iteration 15Q: 3 clusters Score -1747163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1747336.125000 Penalty: 3097.660645
	Iteration 16Q: 3 clusters Score -1747336 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1747478.750000 Penalty: 3097.660645
	Iteration 17Q: 3 clusters Score -1747479 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1747578.375000 Penalty: 3097.660645
	Iteration 18Q: 3 clusters Score -1747578 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1747656.625000 Penalty: 3097.660645
	Iteration 19Q: 3 clusters Score -1747657 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1747720.625000 Penalty: 3097.660645
	Iteration 20F: 3 clusters Score -1747721 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1747769.375000 Penalty: 3097.660645
	Iteration 21Q: 3 clusters Score -1747769 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1747810.750000 Penalty: 3097.660645
	Iteration 22Q: 3 clusters Score -1747811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1747848.250000 Penalty: 3097.660645
	Iteration 23Q: 3 clusters Score -1747848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1747885.375000 Penalty: 3097.660645
	Iteration 24Q: 3 clusters Score -1747885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1747923.250000 Penalty: 3097.660645
	Iteration 25Q: 3 clusters Score -1747923 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1747950.000000 Penalty: 3097.660645
	Iteration 26Q: 3 clusters Score -1747950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1747997.625000 Penalty: 3097.660645
	Iteration 27Q: 3 clusters Score -1747998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1748028.750000 Penalty: 3097.660645
	Iteration 28Q: 3 clusters Score -1748029 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1748068.000000 Penalty: 3097.660645
	Iteration 29Q: 3 clusters Score -1748068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1748105.000000 Penalty: 3097.660645
	Iteration 30Q: 3 clusters Score -1748105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1748127.750000 Penalty: 3097.660645
	Iteration 31Q: 3 clusters Score -1748128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1748158.875000 Penalty: 3097.660645
	Iteration 32Q: 3 clusters Score -1748159 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1748188.500000 Penalty: 3097.660645
	Iteration 33Q: 3 clusters Score -1748188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1748223.625000 Penalty: 3097.660645
	Iteration 34Q: 3 clusters Score -1748224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1748237.250000 Penalty: 3097.660645
	Iteration 35Q: 3 clusters Score -1748237 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1748261.500000 Penalty: 3097.660645
	Iteration 36Q: 3 clusters Score -1748262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1748284.875000 Penalty: 3097.660645
	Iteration 37Q: 3 clusters Score -1748285 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1748299.500000 Penalty: 3097.660645
	Iteration 38Q: 3 clusters Score -1748300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1748321.500000 Penalty: 3097.660645
	Iteration 39Q: 3 clusters Score -1748322 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1748343.125000 Penalty: 3097.660645
	Iteration 40F: 3 clusters Score -1748343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1748365.625000 Penalty: 3097.660645
	Iteration 41Q: 3 clusters Score -1748366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1748390.625000 Penalty: 3097.660645
	Iteration 42Q: 3 clusters Score -1748391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1748416.500000 Penalty: 3097.660645
	Iteration 43Q: 3 clusters Score -1748416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1748449.625000 Penalty: 3097.660645
	Iteration 44Q: 3 clusters Score -1748450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1748473.500000 Penalty: 3097.660645
	Iteration 45Q: 3 clusters Score -1748474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1748509.375000 Penalty: 3097.660645
	Iteration 46Q: 3 clusters Score -1748509 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1748538.125000 Penalty: 3097.660645
	Iteration 47Q: 3 clusters Score -1748538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1748562.625000 Penalty: 3097.660645
	Iteration 48Q: 3 clusters Score -1748563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1748597.000000 Penalty: 3097.660645
	Iteration 49Q: 3 clusters Score -1748597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1748631.750000 Penalty: 3097.660645
	Iteration 50Q: 3 clusters Score -1748632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1748658.875000 Penalty: 3097.660645
	Iteration 51Q: 3 clusters Score -1748659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1748685.375000 Penalty: 3097.660645
	Iteration 52Q: 3 clusters Score -1748685 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1748699.500000 Penalty: 3097.660645
	Iteration 53Q: 3 clusters Score -1748700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1748720.750000 Penalty: 3097.660645
	Iteration 54Q: 3 clusters Score -1748721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1748747.875000 Penalty: 3097.660645
	Iteration 55Q: 3 clusters Score -1748748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1748767.375000 Penalty: 3097.660645
	Iteration 56Q: 3 clusters Score -1748767 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1748795.375000 Penalty: 3097.660645
	Iteration 57Q: 3 clusters Score -1748795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1748813.750000 Penalty: 3097.660645
	Iteration 58Q: 3 clusters Score -1748814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1748836.375000 Penalty: 3097.660645
	Iteration 59Q: 3 clusters Score -1748836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1748851.250000 Penalty: 3097.660645
	Iteration 60F: 3 clusters Score -1748851 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1748875.750000 Penalty: 3097.660645
	Iteration 61Q: 3 clusters Score -1748876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1748899.250000 Penalty: 3097.660645
	Iteration 62Q: 3 clusters Score -1748899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1748927.625000 Penalty: 3097.660645
	Iteration 63Q: 3 clusters Score -1748928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1748952.375000 Penalty: 3097.660645
	Iteration 64Q: 3 clusters Score -1748952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1748974.250000 Penalty: 3097.660645
	Iteration 65Q: 3 clusters Score -1748974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1749001.750000 Penalty: 3097.660645
	Iteration 66Q: 3 clusters Score -1749002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1749014.375000 Penalty: 3097.660645
	Iteration 67Q: 3 clusters Score -1749014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1749032.375000 Penalty: 3097.660645
	Iteration 68Q: 3 clusters Score -1749032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1749038.125000 Penalty: 3097.660645
	Iteration 69Q: 3 clusters Score -1749038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1749042.250000 Penalty: 3097.660645
	Iteration 70Q: 3 clusters Score -1749042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1749045.375000 Penalty: 3097.660645
	Iteration 71Q: 3 clusters Score -1749045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1749053.125000 Penalty: 3097.660645
	Iteration 72Q: 3 clusters Score -1749053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1749058.000000 Penalty: 3097.660645
	Iteration 73Q: 3 clusters Score -1749058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1749074.000000 Penalty: 3097.660645
	Iteration 74Q: 3 clusters Score -1749074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1749074.875000 Penalty: 3097.660645
	Iteration 75Q: 3 clusters Score -1749075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1749078.750000 Penalty: 3097.660645
	Iteration 76Q: 3 clusters Score -1749079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1749087.625000 Penalty: 3097.660645
	Iteration 77Q: 3 clusters Score -1749088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1749091.250000 Penalty: 3097.660645
	Iteration 78Q: 3 clusters Score -1749091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1749096.500000 Penalty: 3097.660645
	Iteration 79Q: 3 clusters Score -1749096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1749096.875000 Penalty: 3097.660645
	Iteration 80F: 3 clusters Score -1749097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1749101.125000 Penalty: 3097.660645
	Iteration 81Q: 3 clusters Score -1749101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1749104.125000 Penalty: 3097.660645
	Iteration 82Q: 3 clusters Score -1749104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1749104.125000 Penalty: 3097.660645
	Iteration 83Q: 3 clusters Score -1749104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1749105.125000 Penalty: 3097.660645
	Iteration 84Q: 3 clusters Score -1749105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1749106.875000 Penalty: 3097.660645
	Iteration 85Q: 3 clusters Score -1749107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1749110.750000 Penalty: 3097.660645
	Iteration 86Q: 3 clusters Score -1749111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1749110.750000 Penalty: 3097.660645
	Iteration 87F: 3 clusters Score -1749111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -192480.265625 Penalty: 1208.162720
	Iteration 0F: 2 clusters Score -192480.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -190644.390625 Penalty: 2416.325439
	Iteration 0F: 3 clusters Score -190644.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191131.171875 Penalty: 2416.325439
	Iteration 1F: 3 clusters Score -191131.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191265.125000 Penalty: 2416.325439
	Iteration 2F: 3 clusters Score -191265.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -191350.046875 Penalty: 2416.325439
	Iteration 3Q: 3 clusters Score -191350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191427.078125 Penalty: 2416.325439
	Iteration 4Q: 3 clusters Score -191427.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191510.250000 Penalty: 2416.325439
	Iteration 5Q: 3 clusters Score -191510.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191587.921875 Penalty: 2416.325439
	Iteration 6Q: 3 clusters Score -191587.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -191680.765625 Penalty: 2416.325439
	Iteration 7Q: 3 clusters Score -191680.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191767.109375 Penalty: 2416.325439
	Iteration 8Q: 3 clusters Score -191767.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -191831.625000 Penalty: 2416.325439
	Iteration 9Q: 3 clusters Score -191831.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -191893.359375 Penalty: 2416.325439
	Iteration 10Q: 3 clusters Score -191893.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -191934.687500 Penalty: 2416.325439
	Iteration 11Q: 3 clusters Score -191934.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -191960.421875 Penalty: 2416.325439
	Iteration 12Q: 3 clusters Score -191960.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -191975.015625 Penalty: 2416.325439
	Iteration 13Q: 3 clusters Score -191975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -191983.750000 Penalty: 2416.325439
	Iteration 14Q: 3 clusters Score -191983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191987.953125 Penalty: 2416.325439
	Iteration 15Q: 3 clusters Score -191988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191990.796875 Penalty: 2416.325439
	Iteration 16Q: 3 clusters Score -191990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -191991.171875 Penalty: 2416.325439
	Iteration 17Q: 3 clusters Score -191991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191994.171875 Penalty: 2416.325439
	Iteration 18Q: 3 clusters Score -191994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -191995.234375 Penalty: 2416.325439
	Iteration 19Q: 3 clusters Score -191995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -191996.421875 Penalty: 2416.325439
	Iteration 20F: 3 clusters Score -191996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -191999.859375 Penalty: 2416.325439
	Iteration 21Q: 3 clusters Score -191999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -192002.015625 Penalty: 2416.325439
	Iteration 22Q: 3 clusters Score -192002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192003.671875 Penalty: 2416.325439
	Iteration 23Q: 3 clusters Score -192003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192003.671875 Penalty: 2416.325439
	Iteration 24F: 3 clusters Score -192003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9144.516602 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9144.517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9230.410156 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9230.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9252.660156 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9252.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9259.351562 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9259.352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9259.351562 Penalty: 1550.472534
	Iteration 4F: 3 clusters Score -9259.352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Entering Unmasked Estep 
Score: -9245637.000000 Penalty: 1818.593018
	Iteration 0F: 2 clusters Score -9245637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -9197275.000000 Penalty: 3637.186035
	Iteration 0F: 3 clusters Score -9197275 nChanged 34293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -9217046.000000 Penalty: 3637.186035
	Iteration 1F: 3 clusters Score -9217046 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -9218013.000000 Penalty: 3637.186035
	Iteration 2Q: 3 clusters Score -9218013 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -9219282.000000 Penalty: 3637.186035
	Iteration 3Q: 3 clusters Score -9219282 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -9221091.000000 Penalty: 3637.186035
	Iteration 4F: 3 clusters Score -9221091 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -9223606.000000 Penalty: 3637.186035
	Iteration 5F: 3 clusters Score -9223606 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -9226649.000000 Penalty: 3637.186035
	Iteration 6F: 3 clusters Score -9226649 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9229980.000000 Penalty: 3637.186035
	Iteration 7F: 3 clusters Score -9229980 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -9232882.000000 Penalty: 3637.186035
	Iteration 8F: 3 clusters Score -9232882 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -9235026.000000 Penalty: 3637.186035
	Iteration 9Q: 3 clusters Score -9235026 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -9236320.000000 Penalty: 3637.186035
	Iteration 10Q: 3 clusters Score -9236320 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -9236999.000000 Penalty: 3637.186035
	Iteration 11Q: 3 clusters Score -9236999 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -9237518.000000 Penalty: 3637.186035
	Iteration 12Q: 3 clusters Score -9237518 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -9237996.000000 Penalty: 3637.186035
	Iteration 13Q: 3 clusters Score -9237996 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -9238418.000000 Penalty: 3637.186035
	Iteration 14Q: 3 clusters Score -9238418 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -9238811.000000 Penalty: 3637.186035
	Iteration 15Q: 3 clusters Score -9238811 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -9239162.000000 Penalty: 3637.186035
	Iteration 16Q: 3 clusters Score -9239162 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -9239542.000000 Penalty: 3637.186035
	Iteration 17Q: 3 clusters Score -9239542 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -9239939.000000 Penalty: 3637.186035
	Iteration 18Q: 3 clusters Score -9239939 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -9240259.000000 Penalty: 3637.186035
	Iteration 19Q: 3 clusters Score -9240259 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -9240592.000000 Penalty: 3637.186035
	Iteration 20F: 3 clusters Score -9240592 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -9240950.000000 Penalty: 3637.186035
	Iteration 21Q: 3 clusters Score -9240950 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -9241333.000000 Penalty: 3637.186035
	Iteration 22Q: 3 clusters Score -9241333 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -9241694.000000 Penalty: 3637.186035
	Iteration 23Q: 3 clusters Score -9241694 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9241979.000000 Penalty: 3637.186035
	Iteration 24Q: 3 clusters Score -9241979 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -9242184.000000 Penalty: 3637.186035
	Iteration 25Q: 3 clusters Score -9242184 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -9242348.000000 Penalty: 3637.186035
	Iteration 26Q: 3 clusters Score -9242348 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -9242505.000000 Penalty: 3637.186035
	Iteration 27Q: 3 clusters Score -9242505 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -9242597.000000 Penalty: 3637.186035
	Iteration 28Q: 3 clusters Score -9242597 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -9242730.000000 Penalty: 3637.186035
	Iteration 29Q: 3 clusters Score -9242730 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -9242789.000000 Penalty: 3637.186035
	Iteration 30Q: 3 clusters Score -9242789 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -9242894.000000 Penalty: 3637.186035
	Iteration 31Q: 3 clusters Score -9242894 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -9242985.000000 Penalty: 3637.186035
	Iteration 32Q: 3 clusters Score -9242985 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -9243079.000000 Penalty: 3637.186035
	Iteration 33Q: 3 clusters Score -9243079 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9243173.000000 Penalty: 3637.186035
	Iteration 34Q: 3 clusters Score -9243173 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9243240.000000 Penalty: 3637.186035
	Iteration 35Q: 3 clusters Score -9243240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9243332.000000 Penalty: 3637.186035
	Iteration 36Q: 3 clusters Score -9243332 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9243385.000000 Penalty: 3637.186035
	Iteration 37Q: 3 clusters Score -9243385 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9243447.000000 Penalty: 3637.186035
	Iteration 38Q: 3 clusters Score -9243447 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9243548.000000 Penalty: 3637.186035
	Iteration 39Q: 3 clusters Score -9243548 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9243640.000000 Penalty: 3637.186035
	Iteration 40F: 3 clusters Score -9243640 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9243730.000000 Penalty: 3637.186035
	Iteration 41Q: 3 clusters Score -9243730 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9243791.000000 Penalty: 3637.186035
	Iteration 42Q: 3 clusters Score -9243791 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9243838.000000 Penalty: 3637.186035
	Iteration 43Q: 3 clusters Score -9243838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9243895.000000 Penalty: 3637.186035
	Iteration 44Q: 3 clusters Score -9243895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9243919.000000 Penalty: 3637.186035
	Iteration 45Q: 3 clusters Score -9243919 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9243942.000000 Penalty: 3637.186035
	Iteration 46Q: 3 clusters Score -9243942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9243970.000000 Penalty: 3637.186035
	Iteration 47Q: 3 clusters Score -9243970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9243973.000000 Penalty: 3637.186035
	Iteration 48Q: 3 clusters Score -9243973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9243996.000000 Penalty: 3637.186035
	Iteration 49Q: 3 clusters Score -9243996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9244018.000000 Penalty: 3637.186035
	Iteration 50Q: 3 clusters Score -9244018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9244038.000000 Penalty: 3637.186035
	Iteration 51Q: 3 clusters Score -9244038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9244067.000000 Penalty: 3637.186035
	Iteration 52Q: 3 clusters Score -9244067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9244098.000000 Penalty: 3637.186035
	Iteration 53Q: 3 clusters Score -9244098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9244107.000000 Penalty: 3637.186035
	Iteration 54Q: 3 clusters Score -9244107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9244118.000000 Penalty: 3637.186035
	Iteration 55Q: 3 clusters Score -9244118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9244131.000000 Penalty: 3637.186035
	Iteration 56Q: 3 clusters Score -9244131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9244131.000000 Penalty: 3637.186035
	Iteration 57Q: 3 clusters Score -9244131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9244140.000000 Penalty: 3637.186035
	Iteration 58Q: 3 clusters Score -9244140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9244148.000000 Penalty: 3637.186035
	Iteration 59Q: 3 clusters Score -9244148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9244155.000000 Penalty: 3637.186035
	Iteration 60F: 3 clusters Score -9244155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9244147.000000 Penalty: 3637.186035
	Iteration 61Q: 3 clusters Score -9244147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9244160.000000 Penalty: 3637.186035
	Iteration 62Q: 3 clusters Score -9244160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9244159.000000 Penalty: 3637.186035
	Iteration 63Q: 3 clusters Score -9244159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9244164.000000 Penalty: 3637.186035
	Iteration 64Q: 3 clusters Score -9244164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9244166.000000 Penalty: 3637.186035
	Iteration 65Q: 3 clusters Score -9244166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9244167.000000 Penalty: 3637.186035
	Iteration 66Q: 3 clusters Score -9244167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9244170.000000 Penalty: 3637.186035
	Iteration 67Q: 3 clusters Score -9244170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9244170.000000 Penalty: 3637.186035
	Iteration 68F: 3 clusters Score -9244170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -830463.562500 Penalty: 1429.773438
	Iteration 0F: 2 clusters Score -830463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -825381.312500 Penalty: 2859.546875
	Iteration 0F: 3 clusters Score -825381.3 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -826838.562500 Penalty: 2859.546875
	Iteration 1F: 3 clusters Score -826838.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -827034.875000 Penalty: 2859.546875
	Iteration 2F: 3 clusters Score -827034.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -827185.937500 Penalty: 2859.546875
	Iteration 3F: 3 clusters Score -827185.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -827335.375000 Penalty: 2859.546875
	Iteration 4Q: 3 clusters Score -827335.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -827497.125000 Penalty: 2859.546875
	Iteration 5Q: 3 clusters Score -827497.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -827727.250000 Penalty: 2859.546875
	Iteration 6F: 3 clusters Score -827727.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -828050.062500 Penalty: 2859.546875
	Iteration 7F: 3 clusters Score -828050.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -828462.437500 Penalty: 2859.546875
	Iteration 8F: 3 clusters Score -828462.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -828892.875000 Penalty: 2859.546875
	Iteration 9F: 3 clusters Score -828892.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -829303.562500 Penalty: 2859.546875
	Iteration 10F: 3 clusters Score -829303.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -829584.187500 Penalty: 2859.546875
	Iteration 11Q: 3 clusters Score -829584.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -829776.625000 Penalty: 2859.546875
	Iteration 12Q: 3 clusters Score -829776.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -829904.875000 Penalty: 2859.546875
	Iteration 13Q: 3 clusters Score -829904.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -829969.875000 Penalty: 2859.546875
	Iteration 14Q: 3 clusters Score -829969.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -830010.437500 Penalty: 2859.546875
	Iteration 15Q: 3 clusters Score -830010.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -830034.187500 Penalty: 2859.546875
	Iteration 16Q: 3 clusters Score -830034.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -830045.375000 Penalty: 2859.546875
	Iteration 17Q: 3 clusters Score -830045.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -830051.312500 Penalty: 2859.546875
	Iteration 18Q: 3 clusters Score -830051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -830053.375000 Penalty: 2859.546875
	Iteration 19Q: 3 clusters Score -830053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -830056.562500 Penalty: 2859.546875
	Iteration 20F: 3 clusters Score -830056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -830058.062500 Penalty: 2859.546875
	Iteration 21Q: 3 clusters Score -830058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -830060.375000 Penalty: 2859.546875
	Iteration 22Q: 3 clusters Score -830060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -830059.750000 Penalty: 2859.546875
	Iteration 23Q: 3 clusters Score -830059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -830062.375000 Penalty: 2859.546875
	Iteration 24Q: 3 clusters Score -830062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -830061.625000 Penalty: 2859.546875
	Iteration 25Q: 3 clusters Score -830061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -830062.250000 Penalty: 2859.546875
	Iteration 26Q: 3 clusters Score -830062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -830063.000000 Penalty: 2859.546875
	Iteration 27Q: 3 clusters Score -830063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -830062.687500 Penalty: 2859.546875
	Iteration 28Q: 3 clusters Score -830062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -830062.687500 Penalty: 2859.546875
	Iteration 29F: 3 clusters Score -830062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Entering Unmasked Estep 
Score: -7834129.500000 Penalty: 1784.663208
	Iteration 0F: 2 clusters Score -7834130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7795022.000000 Penalty: 3569.326416
	Iteration 0F: 3 clusters Score -7795022 nChanged 27680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7810650.500000 Penalty: 3569.326416
	Iteration 1F: 3 clusters Score -7810650 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -7811256.500000 Penalty: 3569.326416
	Iteration 2Q: 3 clusters Score -7811256 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -7811823.500000 Penalty: 3569.326416
	Iteration 3Q: 3 clusters Score -7811824 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -7812533.000000 Penalty: 3569.326416
	Iteration 4Q: 3 clusters Score -7812533 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -7813386.000000 Penalty: 3569.326416
	Iteration 5Q: 3 clusters Score -7813386 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -7814206.500000 Penalty: 3569.326416
	Iteration 6Q: 3 clusters Score -7814206 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -7815136.000000 Penalty: 3569.326416
	Iteration 7Q: 3 clusters Score -7815136 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -7815942.500000 Penalty: 3569.326416
	Iteration 8Q: 3 clusters Score -7815942 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -7816716.000000 Penalty: 3569.326416
	Iteration 9Q: 3 clusters Score -7816716 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -7817431.500000 Penalty: 3569.326416
	Iteration 10Q: 3 clusters Score -7817432 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -7818122.500000 Penalty: 3569.326416
	Iteration 11Q: 3 clusters Score -7818122 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7818877.000000 Penalty: 3569.326416
	Iteration 12Q: 3 clusters Score -7818877 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -7819711.500000 Penalty: 3569.326416
	Iteration 13Q: 3 clusters Score -7819712 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -7820697.000000 Penalty: 3569.326416
	Iteration 14Q: 3 clusters Score -7820697 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -7821919.000000 Penalty: 3569.326416
	Iteration 15Q: 3 clusters Score -7821919 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -7823347.500000 Penalty: 3569.326416
	Iteration 16Q: 3 clusters Score -7823348 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -7825127.500000 Penalty: 3569.326416
	Iteration 17Q: 3 clusters Score -7825128 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7827335.000000 Penalty: 3569.326416
	Iteration 18Q: 3 clusters Score -7827335 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7829772.000000 Penalty: 3569.326416
	Iteration 19Q: 3 clusters Score -7829772 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7831445.000000 Penalty: 3569.326416
	Iteration 20F: 3 clusters Score -7831445 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7832170.500000 Penalty: 3569.326416
	Iteration 21Q: 3 clusters Score -7832170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7832363.500000 Penalty: 3569.326416
	Iteration 22Q: 3 clusters Score -7832364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7832422.000000 Penalty: 3569.326416
	Iteration 23Q: 3 clusters Score -7832422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7832464.500000 Penalty: 3569.326416
	Iteration 24Q: 3 clusters Score -7832464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7832479.500000 Penalty: 3569.326416
	Iteration 25Q: 3 clusters Score -7832480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7832490.500000 Penalty: 3569.326416
	Iteration 26Q: 3 clusters Score -7832490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7832501.000000 Penalty: 3569.326416
	Iteration 27Q: 3 clusters Score -7832501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7832500.000000 Penalty: 3569.326416
	Iteration 28Q: 3 clusters Score -7832500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7832511.500000 Penalty: 3569.326416
	Iteration 29Q: 3 clusters Score -7832512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7832519.000000 Penalty: 3569.326416
	Iteration 30Q: 3 clusters Score -7832519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7832519.000000 Penalty: 3569.326416
	Iteration 31Q: 3 clusters Score -7832519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7832520.500000 Penalty: 3569.326416
	Iteration 32Q: 3 clusters Score -7832520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7832525.000000 Penalty: 3569.326416
	Iteration 33Q: 3 clusters Score -7832525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7832525.000000 Penalty: 3569.326416
	Iteration 34F: 3 clusters Score -7832525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Entering Unmasked Estep 
Score: -1685862.000000 Penalty: 1538.826172
	Iteration 0F: 2 clusters Score -1685862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1676702.750000 Penalty: 3077.652344
	Iteration 0F: 3 clusters Score -1676703 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1679815.875000 Penalty: 3077.652344
	Iteration 1F: 3 clusters Score -1679816 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1680060.750000 Penalty: 3077.652344
	Iteration 2Q: 3 clusters Score -1680061 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1680253.250000 Penalty: 3077.652344
	Iteration 3Q: 3 clusters Score -1680253 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1680409.750000 Penalty: 3077.652344
	Iteration 4Q: 3 clusters Score -1680410 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1680554.125000 Penalty: 3077.652344
	Iteration 5Q: 3 clusters Score -1680554 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1680738.125000 Penalty: 3077.652344
	Iteration 6Q: 3 clusters Score -1680738 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1680919.125000 Penalty: 3077.652344
	Iteration 7Q: 3 clusters Score -1680919 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1681168.500000 Penalty: 3077.652344
	Iteration 8Q: 3 clusters Score -1681168 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1681472.125000 Penalty: 3077.652344
	Iteration 9Q: 3 clusters Score -1681472 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1681856.500000 Penalty: 3077.652344
	Iteration 10Q: 3 clusters Score -1681856 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1682264.750000 Penalty: 3077.652344
	Iteration 11Q: 3 clusters Score -1682265 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1682626.625000 Penalty: 3077.652344
	Iteration 12Q: 3 clusters Score -1682627 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1682928.625000 Penalty: 3077.652344
	Iteration 13Q: 3 clusters Score -1682929 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1683198.500000 Penalty: 3077.652344
	Iteration 14Q: 3 clusters Score -1683198 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1683402.000000 Penalty: 3077.652344
	Iteration 15Q: 3 clusters Score -1683402 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1683576.375000 Penalty: 3077.652344
	Iteration 16Q: 3 clusters Score -1683576 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1683716.375000 Penalty: 3077.652344
	Iteration 17Q: 3 clusters Score -1683716 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1683813.750000 Penalty: 3077.652344
	Iteration 18Q: 3 clusters Score -1683814 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1683885.500000 Penalty: 3077.652344
	Iteration 19Q: 3 clusters Score -1683886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1683948.125000 Penalty: 3077.652344
	Iteration 20F: 3 clusters Score -1683948 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1683992.750000 Penalty: 3077.652344
	Iteration 21Q: 3 clusters Score -1683993 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1684024.750000 Penalty: 3077.652344
	Iteration 22Q: 3 clusters Score -1684025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1684044.000000 Penalty: 3077.652344
	Iteration 23Q: 3 clusters Score -1684044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1684065.875000 Penalty: 3077.652344
	Iteration 24Q: 3 clusters Score -1684066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1684090.500000 Penalty: 3077.652344
	Iteration 25Q: 3 clusters Score -1684090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1684113.625000 Penalty: 3077.652344
	Iteration 26Q: 3 clusters Score -1684114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1684134.125000 Penalty: 3077.652344
	Iteration 27Q: 3 clusters Score -1684134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1684161.375000 Penalty: 3077.652344
	Iteration 28Q: 3 clusters Score -1684161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1684187.375000 Penalty: 3077.652344
	Iteration 29Q: 3 clusters Score -1684187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1684214.500000 Penalty: 3077.652344
	Iteration 30Q: 3 clusters Score -1684214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1684246.750000 Penalty: 3077.652344
	Iteration 31Q: 3 clusters Score -1684247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1684271.375000 Penalty: 3077.652344
	Iteration 32Q: 3 clusters Score -1684271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1684294.250000 Penalty: 3077.652344
	Iteration 33Q: 3 clusters Score -1684294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1684307.875000 Penalty: 3077.652344
	Iteration 34Q: 3 clusters Score -1684308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1684329.125000 Penalty: 3077.652344
	Iteration 35Q: 3 clusters Score -1684329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1684351.625000 Penalty: 3077.652344
	Iteration 36Q: 3 clusters Score -1684352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1684377.625000 Penalty: 3077.652344
	Iteration 37Q: 3 clusters Score -1684378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1684401.250000 Penalty: 3077.652344
	Iteration 38Q: 3 clusters Score -1684401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1684428.500000 Penalty: 3077.652344
	Iteration 39Q: 3 clusters Score -1684428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1684441.125000 Penalty: 3077.652344
	Iteration 40F: 3 clusters Score -1684441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1684455.750000 Penalty: 3077.652344
	Iteration 41Q: 3 clusters Score -1684456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1684464.500000 Penalty: 3077.652344
	Iteration 42Q: 3 clusters Score -1684464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1684475.750000 Penalty: 3077.652344
	Iteration 43Q: 3 clusters Score -1684476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1684491.625000 Penalty: 3077.652344
	Iteration 44Q: 3 clusters Score -1684492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1684503.625000 Penalty: 3077.652344
	Iteration 45Q: 3 clusters Score -1684504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1684515.750000 Penalty: 3077.652344
	Iteration 46Q: 3 clusters Score -1684516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1684522.000000 Penalty: 3077.652344
	Iteration 47Q: 3 clusters Score -1684522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1684533.500000 Penalty: 3077.652344
	Iteration 48Q: 3 clusters Score -1684534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1684545.750000 Penalty: 3077.652344
	Iteration 49Q: 3 clusters Score -1684546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1684555.250000 Penalty: 3077.652344
	Iteration 50Q: 3 clusters Score -1684555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1684565.625000 Penalty: 3077.652344
	Iteration 51Q: 3 clusters Score -1684566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1684574.250000 Penalty: 3077.652344
	Iteration 52Q: 3 clusters Score -1684574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1684587.125000 Penalty: 3077.652344
	Iteration 53Q: 3 clusters Score -1684587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1684589.375000 Penalty: 3077.652344
	Iteration 54Q: 3 clusters Score -1684589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1684597.625000 Penalty: 3077.652344
	Iteration 55Q: 3 clusters Score -1684598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1684597.500000 Penalty: 3077.652344
	Iteration 56Q: 3 clusters Score -1684598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1684604.375000 Penalty: 3077.652344
	Iteration 57Q: 3 clusters Score -1684604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1684607.250000 Penalty: 3077.652344
	Iteration 58Q: 3 clusters Score -1684607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1684612.875000 Penalty: 3077.652344
	Iteration 59Q: 3 clusters Score -1684613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1684612.000000 Penalty: 3077.652344
	Iteration 60F: 3 clusters Score -1684612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1684616.125000 Penalty: 3077.652344
	Iteration 61Q: 3 clusters Score -1684616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1684616.625000 Penalty: 3077.652344
	Iteration 62Q: 3 clusters Score -1684617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1684621.875000 Penalty: 3077.652344
	Iteration 63Q: 3 clusters Score -1684622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1684627.000000 Penalty: 3077.652344
	Iteration 64Q: 3 clusters Score -1684627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1684632.000000 Penalty: 3077.652344
	Iteration 65Q: 3 clusters Score -1684632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1684632.500000 Penalty: 3077.652344
	Iteration 66Q: 3 clusters Score -1684632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1684633.875000 Penalty: 3077.652344
	Iteration 67Q: 3 clusters Score -1684634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1684630.250000 Penalty: 3077.652344
	Iteration 68Q: 3 clusters Score -1684630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1684633.125000 Penalty: 3077.652344
	Iteration 69Q: 3 clusters Score -1684633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1684633.125000 Penalty: 3077.652344
	Iteration 70F: 3 clusters Score -1684633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37584.535156 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37584.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37746.191406 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37746.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37789.824219 Penalty: 1921.008911
	Iteration 2Q: 3 clusters Score -37789.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37800.082031 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -37800.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37805.207031 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -37805.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37814.101562 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -37814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37818.695312 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -37818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37822.226562 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -37822.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37828.863281 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -37828.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37838.632812 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -37838.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37855.468750 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -37855.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37869.875000 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -37869.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37892.812500 Penalty: 1921.008911
	Iteration 12Q: 3 clusters Score -37892.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37905.039062 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -37905.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37910.054688 Penalty: 1921.008911
	Iteration 14Q: 3 clusters Score -37910.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37918.027344 Penalty: 1921.008911
	Iteration 15Q: 3 clusters Score -37918.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37919.476562 Penalty: 1921.008911
	Iteration 16Q: 3 clusters Score -37919.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37924.015625 Penalty: 1921.008911
	Iteration 17F: 3 clusters Score -37924.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37970.125000 Penalty: 1921.008911
	Iteration 18Q: 3 clusters Score -37970.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37977.199219 Penalty: 1921.008911
	Iteration 19Q: 3 clusters Score -37977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37985.652344 Penalty: 1921.008911
	Iteration 20F: 3 clusters Score -37985.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37987.359375 Penalty: 1921.008911
	Iteration 21Q: 3 clusters Score -37987.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37987.359375 Penalty: 1921.008911
	Iteration 22F: 3 clusters Score -37987.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 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 384 members 
Entering Unmasked Estep 
Score: -92534.828125 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92534.83 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92763.187500 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92763.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92836.757812 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92836.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92883.015625 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92883.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92912.625000 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92912.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92924.039062 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92924.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92930.828125 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92930.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92935.968750 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92935.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92938.812500 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92938.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92938.812500 Penalty: 2154.972168
	Iteration 9F: 3 clusters Score -92938.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Entering Unmasked Estep 
Score: -9570470.000000 Penalty: 1817.558716
	Iteration 0F: 2 clusters Score -9570470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -9523864.000000 Penalty: 3635.117432
	Iteration 0F: 3 clusters Score -9523864 nChanged 34194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -9543707.000000 Penalty: 3635.117432
	Iteration 1F: 3 clusters Score -9543707 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -9544220.000000 Penalty: 3635.117432
	Iteration 2Q: 3 clusters Score -9544220 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -9544878.000000 Penalty: 3635.117432
	Iteration 3Q: 3 clusters Score -9544878 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -9545677.000000 Penalty: 3635.117432
	Iteration 4Q: 3 clusters Score -9545677 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -9547128.000000 Penalty: 3635.117432
	Iteration 5Q: 3 clusters Score -9547128 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -9549491.000000 Penalty: 3635.117432
	Iteration 6F: 3 clusters Score -9549491 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -9553202.000000 Penalty: 3635.117432
	Iteration 7F: 3 clusters Score -9553202 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -9558447.000000 Penalty: 3635.117432
	Iteration 8F: 3 clusters Score -9558447 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -9563529.000000 Penalty: 3635.117432
	Iteration 9F: 3 clusters Score -9563529 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9566743.000000 Penalty: 3635.117432
	Iteration 10F: 3 clusters Score -9566743 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9568090.000000 Penalty: 3635.117432
	Iteration 11Q: 3 clusters Score -9568090 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9568516.000000 Penalty: 3635.117432
	Iteration 12Q: 3 clusters Score -9568516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9568675.000000 Penalty: 3635.117432
	Iteration 13Q: 3 clusters Score -9568675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9568761.000000 Penalty: 3635.117432
	Iteration 14Q: 3 clusters Score -9568761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9568804.000000 Penalty: 3635.117432
	Iteration 15Q: 3 clusters Score -9568804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9568818.000000 Penalty: 3635.117432
	Iteration 16Q: 3 clusters Score -9568818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9568827.000000 Penalty: 3635.117432
	Iteration 17Q: 3 clusters Score -9568827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9568831.000000 Penalty: 3635.117432
	Iteration 18Q: 3 clusters Score -9568831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9568847.000000 Penalty: 3635.117432
	Iteration 19Q: 3 clusters Score -9568847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9568844.000000 Penalty: 3635.117432
	Iteration 20F: 3 clusters Score -9568844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9568856.000000 Penalty: 3635.117432
	Iteration 21Q: 3 clusters Score -9568856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9568858.000000 Penalty: 3635.117432
	Iteration 22Q: 3 clusters Score -9568858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9568852.000000 Penalty: 3635.117432
	Iteration 23Q: 3 clusters Score -9568852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9568856.000000 Penalty: 3635.117432
	Iteration 24Q: 3 clusters Score -9568856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9568856.000000 Penalty: 3635.117432
	Iteration 25F: 3 clusters Score -9568856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Entering Unmasked Estep 
Score: -1758890.375000 Penalty: 1543.741211
	Iteration 0F: 2 clusters Score -1758890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1749547.000000 Penalty: 3087.482422
	Iteration 0F: 3 clusters Score -1749547 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1752945.000000 Penalty: 3087.482422
	Iteration 1F: 3 clusters Score -1752945 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1753381.875000 Penalty: 3087.482422
	Iteration 2F: 3 clusters Score -1753382 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1753923.125000 Penalty: 3087.482422
	Iteration 3F: 3 clusters Score -1753923 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1754553.875000 Penalty: 3087.482422
	Iteration 4F: 3 clusters Score -1754554 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1755281.625000 Penalty: 3087.482422
	Iteration 5F: 3 clusters Score -1755282 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1756076.750000 Penalty: 3087.482422
	Iteration 6F: 3 clusters Score -1756077 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1756799.125000 Penalty: 3087.482422
	Iteration 7F: 3 clusters Score -1756799 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1757337.750000 Penalty: 3087.482422
	Iteration 8F: 3 clusters Score -1757338 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1757662.875000 Penalty: 3087.482422
	Iteration 9Q: 3 clusters Score -1757663 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1757841.000000 Penalty: 3087.482422
	Iteration 10Q: 3 clusters Score -1757841 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1757966.000000 Penalty: 3087.482422
	Iteration 11Q: 3 clusters Score -1757966 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1758045.000000 Penalty: 3087.482422
	Iteration 12Q: 3 clusters Score -1758045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1758086.250000 Penalty: 3087.482422
	Iteration 13Q: 3 clusters Score -1758086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1758111.625000 Penalty: 3087.482422
	Iteration 14Q: 3 clusters Score -1758112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1758121.500000 Penalty: 3087.482422
	Iteration 15Q: 3 clusters Score -1758122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1758132.250000 Penalty: 3087.482422
	Iteration 16Q: 3 clusters Score -1758132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1758131.000000 Penalty: 3087.482422
	Iteration 17Q: 3 clusters Score -1758131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1758136.250000 Penalty: 3087.482422
	Iteration 18Q: 3 clusters Score -1758136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1758140.125000 Penalty: 3087.482422
	Iteration 19Q: 3 clusters Score -1758140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1758145.000000 Penalty: 3087.482422
	Iteration 20F: 3 clusters Score -1758145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1758141.500000 Penalty: 3087.482422
	Iteration 21Q: 3 clusters Score -1758142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1758141.375000 Penalty: 3087.482422
	Iteration 22Q: 3 clusters Score -1758141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1758146.000000 Penalty: 3087.482422
	Iteration 23Q: 3 clusters Score -1758146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1758145.000000 Penalty: 3087.482422
	Iteration 24Q: 3 clusters Score -1758145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1758145.750000 Penalty: 3087.482422
	Iteration 25Q: 3 clusters Score -1758146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1758144.375000 Penalty: 3087.482422
	Iteration 26Q: 3 clusters Score -1758144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1758147.250000 Penalty: 3087.482422
	Iteration 27Q: 3 clusters Score -1758147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1758144.625000 Penalty: 3087.482422
	Iteration 28Q: 3 clusters Score -1758145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1758144.500000 Penalty: 3087.482422
	Iteration 29Q: 3 clusters Score -1758144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1758144.875000 Penalty: 3087.482422
	Iteration 30Q: 3 clusters Score -1758145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1758145.125000 Penalty: 3087.482422
	Iteration 31Q: 3 clusters Score -1758145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1758147.875000 Penalty: 3087.482422
	Iteration 32Q: 3 clusters Score -1758148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1758145.750000 Penalty: 3087.482422
	Iteration 33Q: 3 clusters Score -1758146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1758145.750000 Penalty: 3087.482422
	Iteration 34F: 3 clusters Score -1758146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -338240.968750 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -338241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -335750.375000 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -335750.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -336328.906250 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -336328.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -336434.625000 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -336434.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -336508.000000 Penalty: 2556.310791
	Iteration 3Q: 3 clusters Score -336508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -336556.406250 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -336556.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -336591.937500 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -336591.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -336619.687500 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -336619.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -336649.031250 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -336649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -336673.531250 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -336673.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -336688.375000 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -336688.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -336702.000000 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -336702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -336715.500000 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -336715.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -336733.906250 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -336733.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -336755.593750 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -336755.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -336777.031250 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -336777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -336793.625000 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -336793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -336816.343750 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -336816.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -336842.656250 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -336842.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -336863.843750 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -336863.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -336883.937500 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -336883.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -336903.875000 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -336903.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -336921.531250 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -336921.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -336933.375000 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -336933.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -336942.875000 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -336942.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -336946.562500 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -336946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -336948.343750 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -336948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -336950.875000 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -336950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -336953.187500 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -336953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -336957.406250 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -336957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -336961.406250 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -336961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -336966.156250 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -336966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -336969.656250 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -336969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -336971.875000 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -336971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -336973.406250 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -336973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -336974.562500 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -336974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -336976.531250 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -336976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -336977.875000 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -336977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -336980.468750 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -336980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -336982.125000 Penalty: 2556.310791
	Iteration 38Q: 3 clusters Score -336982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -336983.968750 Penalty: 2556.310791
	Iteration 39Q: 3 clusters Score -336984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -336985.562500 Penalty: 2556.310791
	Iteration 40F: 3 clusters Score -336985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -336986.312500 Penalty: 2556.310791
	Iteration 41Q: 3 clusters Score -336986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -336986.437500 Penalty: 2556.310791
	Iteration 42Q: 3 clusters Score -336986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -336986.437500 Penalty: 2556.310791
	Iteration 43F: 3 clusters Score -336986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5250.669922 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5250.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5294.958496 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5294.958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (46537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Entering Unmasked Estep 
Score: -6160977.000000 Penalty: 1746.550537
	Iteration 0F: 2 clusters Score -6160977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -6129886.500000 Penalty: 3493.101074
	Iteration 0F: 3 clusters Score -6129886 nChanged 21864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -6142153.000000 Penalty: 3493.101074
	Iteration 1F: 3 clusters Score -6142153 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -6142523.000000 Penalty: 3493.101074
	Iteration 2Q: 3 clusters Score -6142523 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -6142979.000000 Penalty: 3493.101074
	Iteration 3Q: 3 clusters Score -6142979 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -6143375.500000 Penalty: 3493.101074
	Iteration 4Q: 3 clusters Score -6143376 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -6143813.000000 Penalty: 3493.101074
	Iteration 5Q: 3 clusters Score -6143813 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -6144351.000000 Penalty: 3493.101074
	Iteration 6Q: 3 clusters Score -6144351 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6145136.500000 Penalty: 3493.101074
	Iteration 7Q: 3 clusters Score -6145136 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -6146412.500000 Penalty: 3493.101074
	Iteration 8Q: 3 clusters Score -6146412 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -6148755.000000 Penalty: 3493.101074
	Iteration 9F: 3 clusters Score -6148755 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6152023.000000 Penalty: 3493.101074
	Iteration 10F: 3 clusters Score -6152023 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6154651.500000 Penalty: 3493.101074
	Iteration 11F: 3 clusters Score -6154652 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -6156108.500000 Penalty: 3493.101074
	Iteration 12Q: 3 clusters Score -6156108 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6157183.500000 Penalty: 3493.101074
	Iteration 13Q: 3 clusters Score -6157184 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6158019.500000 Penalty: 3493.101074
	Iteration 14Q: 3 clusters Score -6158020 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6158567.000000 Penalty: 3493.101074
	Iteration 15Q: 3 clusters Score -6158567 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -6158907.500000 Penalty: 3493.101074
	Iteration 16Q: 3 clusters Score -6158908 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6159074.000000 Penalty: 3493.101074
	Iteration 17Q: 3 clusters Score -6159074 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -6159168.000000 Penalty: 3493.101074
	Iteration 18Q: 3 clusters Score -6159168 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -6159211.500000 Penalty: 3493.101074
	Iteration 19Q: 3 clusters Score -6159212 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6159240.500000 Penalty: 3493.101074
	Iteration 20F: 3 clusters Score -6159240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -6159257.000000 Penalty: 3493.101074
	Iteration 21Q: 3 clusters Score -6159257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -6159292.500000 Penalty: 3493.101074
	Iteration 22Q: 3 clusters Score -6159292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6159306.000000 Penalty: 3493.101074
	Iteration 23Q: 3 clusters Score -6159306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6159308.500000 Penalty: 3493.101074
	Iteration 24Q: 3 clusters Score -6159308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -6159328.000000 Penalty: 3493.101074
	Iteration 25Q: 3 clusters Score -6159328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6159317.000000 Penalty: 3493.101074
	Iteration 26Q: 3 clusters Score -6159317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -6159321.000000 Penalty: 3493.101074
	Iteration 27Q: 3 clusters Score -6159321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -6159320.500000 Penalty: 3493.101074
	Iteration 28Q: 3 clusters Score -6159320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6159331.000000 Penalty: 3493.101074
	Iteration 29Q: 3 clusters Score -6159331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -6159335.500000 Penalty: 3493.101074
	Iteration 30Q: 3 clusters Score -6159336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -6159346.500000 Penalty: 3493.101074
	Iteration 31Q: 3 clusters Score -6159346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -6159342.000000 Penalty: 3493.101074
	Iteration 32Q: 3 clusters Score -6159342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -6159344.500000 Penalty: 3493.101074
	Iteration 33Q: 3 clusters Score -6159344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -6159346.000000 Penalty: 3493.101074
	Iteration 34Q: 3 clusters Score -6159346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6159342.500000 Penalty: 3493.101074
	Iteration 35Q: 3 clusters Score -6159342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6159345.000000 Penalty: 3493.101074
	Iteration 36Q: 3 clusters Score -6159345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -6159343.500000 Penalty: 3493.101074
	Iteration 37Q: 3 clusters Score -6159344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -6159342.000000 Penalty: 3493.101074
	Iteration 38Q: 3 clusters Score -6159342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -6159336.000000 Penalty: 3493.101074
	Iteration 39Q: 3 clusters Score -6159336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6159339.500000 Penalty: 3493.101074
	Iteration 40F: 3 clusters Score -6159340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -501859.500000 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -501859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -498656.156250 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -498656.2 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -499423.000000 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -499423 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -499530.562500 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -499530.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -499605.375000 Penalty: 2673.375488
	Iteration 3Q: 3 clusters Score -499605.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -499658.406250 Penalty: 2673.375488
	Iteration 4Q: 3 clusters Score -499658.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -499696.187500 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -499696.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -499729.937500 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -499729.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -499755.812500 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -499755.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -499778.875000 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -499778.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -499799.031250 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -499799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -499816.281250 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -499816.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -499833.062500 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -499833.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -499844.156250 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -499844.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -499855.250000 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -499855.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -499864.656250 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -499864.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -499874.718750 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -499874.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -499882.343750 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -499882.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -499889.031250 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -499889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -499893.500000 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -499893.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -499898.750000 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -499898.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -499906.468750 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -499906.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -499911.625000 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -499911.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -499920.406250 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -499920.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -499929.750000 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -499929.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -499939.562500 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -499939.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -499946.093750 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -499946.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -499951.812500 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -499951.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -499961.906250 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -499961.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -499968.000000 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -499968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -499971.718750 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -499971.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -499978.218750 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -499978.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -499984.843750 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -499984.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -499990.375000 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -499990.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -499994.031250 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -499994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -500001.375000 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -500001.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -500007.593750 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -500007.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -500013.781250 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -500013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -500020.718750 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -500020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -500026.531250 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -500026.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -500030.375000 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -500030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -500037.875000 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -500037.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -500045.218750 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -500045.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -500052.812500 Penalty: 2673.375488
	Iteration 42Q: 3 clusters Score -500052.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -500063.812500 Penalty: 2673.375488
	Iteration 43Q: 3 clusters Score -500063.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -500079.437500 Penalty: 2673.375488
	Iteration 44Q: 3 clusters Score -500079.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -500094.125000 Penalty: 2673.375488
	Iteration 45Q: 3 clusters Score -500094.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -500104.625000 Penalty: 2673.375488
	Iteration 46Q: 3 clusters Score -500104.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -500118.718750 Penalty: 2673.375488
	Iteration 47Q: 3 clusters Score -500118.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -500136.062500 Penalty: 2673.375488
	Iteration 48Q: 3 clusters Score -500136.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -500150.843750 Penalty: 2673.375488
	Iteration 49Q: 3 clusters Score -500150.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -500180.125000 Penalty: 2673.375488
	Iteration 50Q: 3 clusters Score -500180.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -500212.000000 Penalty: 2673.375488
	Iteration 51Q: 3 clusters Score -500212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -500243.125000 Penalty: 2673.375488
	Iteration 52Q: 3 clusters Score -500243.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -500278.750000 Penalty: 2673.375488
	Iteration 53Q: 3 clusters Score -500278.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -500315.125000 Penalty: 2673.375488
	Iteration 54Q: 3 clusters Score -500315.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -500349.093750 Penalty: 2673.375488
	Iteration 55Q: 3 clusters Score -500349.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -500394.125000 Penalty: 2673.375488
	Iteration 56Q: 3 clusters Score -500394.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -500440.156250 Penalty: 2673.375488
	Iteration 57Q: 3 clusters Score -500440.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -500474.031250 Penalty: 2673.375488
	Iteration 58Q: 3 clusters Score -500474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -500498.375000 Penalty: 2673.375488
	Iteration 59Q: 3 clusters Score -500498.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -500525.312500 Penalty: 2673.375488
	Iteration 60F: 3 clusters Score -500525.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -500544.000000 Penalty: 2673.375488
	Iteration 61Q: 3 clusters Score -500544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -500561.250000 Penalty: 2673.375488
	Iteration 62Q: 3 clusters Score -500561.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -500573.937500 Penalty: 2673.375488
	Iteration 63Q: 3 clusters Score -500573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -500585.531250 Penalty: 2673.375488
	Iteration 64Q: 3 clusters Score -500585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -500597.562500 Penalty: 2673.375488
	Iteration 65Q: 3 clusters Score -500597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -500608.468750 Penalty: 2673.375488
	Iteration 66Q: 3 clusters Score -500608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -500617.000000 Penalty: 2673.375488
	Iteration 67Q: 3 clusters Score -500617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -500621.906250 Penalty: 2673.375488
	Iteration 68Q: 3 clusters Score -500621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -500624.843750 Penalty: 2673.375488
	Iteration 69Q: 3 clusters Score -500624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -500627.718750 Penalty: 2673.375488
	Iteration 70Q: 3 clusters Score -500627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -500632.812500 Penalty: 2673.375488
	Iteration 71Q: 3 clusters Score -500632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -500634.812500 Penalty: 2673.375488
	Iteration 72Q: 3 clusters Score -500634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -500636.031250 Penalty: 2673.375488
	Iteration 73Q: 3 clusters Score -500636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -500637.062500 Penalty: 2673.375488
	Iteration 74Q: 3 clusters Score -500637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -500637.062500 Penalty: 2673.375488
	Iteration 75F: 3 clusters Score -500637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48103 members 
Mstep: Class 3 contains 55953 members 
Mstep: Class 4 contains 16210 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 53641 members 
Mstep: Class 9 contains 13445 members 
Mstep: Class 10 contains 63222 members 
Mstep: Class 11 contains 51355 members 
Mstep: Class 12 contains 56872 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 56587 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 8006 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 78327 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53159 members 
Mstep: Class 25 contains 81199 members 
Mstep: Class 26 contains 13784 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72500 members 
Mstep: Class 30 contains 6625 members 
Mstep: Class 31 contains 58838 members 
Mstep: Class 32 contains 12961 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72040 members 
Mstep: Class 36 contains 13359 members 
Mstep: Class 37 contains 2606 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46537 members 
Mstep: Class 40 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782632.000000 Penalty: 89804.523438
Iteration 319Q: 41 clusters Score -1.277826e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48109 members 
Mstep: Class 3 contains 55075 members 
Mstep: Class 4 contains 16205 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 53430 members 
Mstep: Class 9 contains 13457 members 
Mstep: Class 10 contains 62590 members 
Mstep: Class 11 contains 51374 members 
Mstep: Class 12 contains 57026 members 
Mstep: Class 13 contains 11718 members 
Mstep: Class 14 contains 56694 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 7954 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 78536 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53258 members 
Mstep: Class 25 contains 81033 members 
Mstep: Class 26 contains 13785 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72443 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 59486 members 
Mstep: Class 32 contains 12966 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72899 members 
Mstep: Class 36 contains 13352 members 
Mstep: Class 37 contains 2602 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46461 members 
Mstep: Class 40 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782416.000000 Penalty: 89804.523438
Iteration 320F: 41 clusters Score -1.277824e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48123 members 
Mstep: Class 3 contains 54374 members 
Mstep: Class 4 contains 16198 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 53240 members 
Mstep: Class 9 contains 13457 members 
Mstep: Class 10 contains 61783 members 
Mstep: Class 11 contains 51394 members 
Mstep: Class 12 contains 57184 members 
Mstep: Class 13 contains 11715 members 
Mstep: Class 14 contains 56795 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 7898 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 78582 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53422 members 
Mstep: Class 25 contains 80857 members 
Mstep: Class 26 contains 13790 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72396 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 60204 members 
Mstep: Class 32 contains 12977 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73730 members 
Mstep: Class 36 contains 13349 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46398 members 
Mstep: Class 40 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782120.000000 Penalty: 89804.523438
Iteration 321Q: 41 clusters Score -1.277821e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48137 members 
Mstep: Class 3 contains 53888 members 
Mstep: Class 4 contains 16192 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 53044 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 60617 members 
Mstep: Class 11 contains 51416 members 
Mstep: Class 12 contains 57341 members 
Mstep: Class 13 contains 11714 members 
Mstep: Class 14 contains 56867 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 78343 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53751 members 
Mstep: Class 25 contains 80687 members 
Mstep: Class 26 contains 13797 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72364 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 60975 members 
Mstep: Class 32 contains 12984 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74755 members 
Mstep: Class 36 contains 13340 members 
Mstep: Class 37 contains 2595 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46362 members 
Mstep: Class 40 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781352.000000 Penalty: 89804.523438
Iteration 322Q: 41 clusters Score -1.277814e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48117 members 
Mstep: Class 3 contains 53667 members 
Mstep: Class 4 contains 16190 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 52882 members 
Mstep: Class 9 contains 13467 members 
Mstep: Class 10 contains 59347 members 
Mstep: Class 11 contains 51415 members 
Mstep: Class 12 contains 57484 members 
Mstep: Class 13 contains 11715 members 
Mstep: Class 14 contains 56954 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7782 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 77775 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54250 members 
Mstep: Class 25 contains 80521 members 
Mstep: Class 26 contains 13806 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72324 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 61659 members 
Mstep: Class 32 contains 12993 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75839 members 
Mstep: Class 36 contains 13333 members 
Mstep: Class 37 contains 2586 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46370 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781592.000000 Penalty: 89804.523438
Iteration 323Q: 41 clusters Score -1.277816e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48113 members 
Mstep: Class 3 contains 54066 members 
Mstep: Class 4 contains 16188 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 52784 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 58110 members 
Mstep: Class 11 contains 51407 members 
Mstep: Class 12 contains 57633 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 56998 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 76836 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54743 members 
Mstep: Class 25 contains 80356 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72299 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 61945 members 
Mstep: Class 32 contains 12996 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76970 members 
Mstep: Class 36 contains 13328 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46426 members 
Mstep: Class 40 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781960.000000 Penalty: 89804.523438
Iteration 324Q: 41 clusters Score -1.27782e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48098 members 
Mstep: Class 3 contains 54703 members 
Mstep: Class 4 contains 16187 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 52708 members 
Mstep: Class 9 contains 13475 members 
Mstep: Class 10 contains 56897 members 
Mstep: Class 11 contains 51423 members 
Mstep: Class 12 contains 57762 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 57058 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7665 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 75873 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55259 members 
Mstep: Class 25 contains 80236 members 
Mstep: Class 26 contains 13801 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72260 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 61939 members 
Mstep: Class 32 contains 13002 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78010 members 
Mstep: Class 36 contains 13322 members 
Mstep: Class 37 contains 2571 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46529 members 
Mstep: Class 40 contains 3659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781904.000000 Penalty: 89804.523438
Iteration 325Q: 41 clusters Score -1.277819e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48093 members 
Mstep: Class 3 contains 55659 members 
Mstep: Class 4 contains 16183 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13686 members 
Mstep: Class 8 contains 52677 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 55788 members 
Mstep: Class 11 contains 51433 members 
Mstep: Class 12 contains 57900 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 57109 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7618 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 74884 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55781 members 
Mstep: Class 25 contains 80101 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72236 members 
Mstep: Class 30 contains 6626 members 
Mstep: Class 31 contains 61548 members 
Mstep: Class 32 contains 13007 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78916 members 
Mstep: Class 36 contains 13321 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46705 members 
Mstep: Class 40 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782200.000000 Penalty: 89804.523438
Iteration 326Q: 41 clusters Score -1.277822e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48090 members 
Mstep: Class 3 contains 56705 members 
Mstep: Class 4 contains 16177 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13682 members 
Mstep: Class 8 contains 52708 members 
Mstep: Class 9 contains 13490 members 
Mstep: Class 10 contains 54940 members 
Mstep: Class 11 contains 51415 members 
Mstep: Class 12 contains 58048 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 57133 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 73802 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56338 members 
Mstep: Class 25 contains 79964 members 
Mstep: Class 26 contains 13801 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72210 members 
Mstep: Class 30 contains 6632 members 
Mstep: Class 31 contains 61033 members 
Mstep: Class 32 contains 13016 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 79581 members 
Mstep: Class 36 contains 13314 members 
Mstep: Class 37 contains 2546 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 46899 members 
Mstep: Class 40 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781888.000000 Penalty: 89804.523438
Iteration 327Q: 41 clusters Score -1.277819e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48084 members 
Mstep: Class 3 contains 58012 members 
Mstep: Class 4 contains 16171 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 52825 members 
Mstep: Class 9 contains 13500 members 
Mstep: Class 10 contains 54130 members 
Mstep: Class 11 contains 51391 members 
Mstep: Class 12 contains 58199 members 
Mstep: Class 13 contains 11723 members 
Mstep: Class 14 contains 57159 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7560 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72758 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56948 members 
Mstep: Class 25 contains 79799 members 
Mstep: Class 26 contains 13804 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72189 members 
Mstep: Class 30 contains 6643 members 
Mstep: Class 31 contains 60262 members 
Mstep: Class 32 contains 13027 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 80025 members 
Mstep: Class 36 contains 13306 members 
Mstep: Class 37 contains 2536 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 47105 members 
Mstep: Class 40 contains 3650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782296.000000 Penalty: 89804.523438
Iteration 328Q: 41 clusters Score -1.277823e+08 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48128 members 
Mstep: Class 3 contains 59366 members 
Mstep: Class 4 contains 16166 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 53026 members 
Mstep: Class 9 contains 13514 members 
Mstep: Class 10 contains 53686 members 
Mstep: Class 11 contains 51376 members 
Mstep: Class 12 contains 58361 members 
Mstep: Class 13 contains 11723 members 
Mstep: Class 14 contains 57186 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7563 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 71862 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57358 members 
Mstep: Class 25 contains 79649 members 
Mstep: Class 26 contains 13806 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72158 members 
Mstep: Class 30 contains 6639 members 
Mstep: Class 31 contains 59432 members 
Mstep: Class 32 contains 13034 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 79964 members 
Mstep: Class 36 contains 13302 members 
Mstep: Class 37 contains 2534 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 47325 members 
Mstep: Class 40 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782136.000000 Penalty: 89804.523438
Iteration 329Q: 41 clusters Score -1.277821e+08 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48129 members 
Mstep: Class 3 contains 60815 members 
Mstep: Class 4 contains 16163 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 53277 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 53823 members 
Mstep: Class 11 contains 51345 members 
Mstep: Class 12 contains 58533 members 
Mstep: Class 13 contains 11727 members 
Mstep: Class 14 contains 57209 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 71160 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57483 members 
Mstep: Class 25 contains 79498 members 
Mstep: Class 26 contains 13808 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72130 members 
Mstep: Class 30 contains 6649 members 
Mstep: Class 31 contains 58466 members 
Mstep: Class 32 contains 13045 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 79341 members 
Mstep: Class 36 contains 13290 members 
Mstep: Class 37 contains 2534 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 47637 members 
Mstep: Class 40 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782384.000000 Penalty: 89804.523438
Iteration 330Q: 41 clusters Score -1.277824e+08 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48134 members 
Mstep: Class 3 contains 62339 members 
Mstep: Class 4 contains 16160 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 53512 members 
Mstep: Class 9 contains 13523 members 
Mstep: Class 10 contains 54485 members 
Mstep: Class 11 contains 51333 members 
Mstep: Class 12 contains 58688 members 
Mstep: Class 13 contains 11722 members 
Mstep: Class 14 contains 57229 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7605 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 70602 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57370 members 
Mstep: Class 25 contains 79360 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72101 members 
Mstep: Class 30 contains 6651 members 
Mstep: Class 31 contains 57563 members 
Mstep: Class 32 contains 13048 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 78163 members 
Mstep: Class 36 contains 13279 members 
Mstep: Class 37 contains 2535 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 47948 members 
Mstep: Class 40 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782672.000000 Penalty: 89804.523438
Iteration 331Q: 41 clusters Score -1.277827e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48127 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 16160 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 53708 members 
Mstep: Class 9 contains 13522 members 
Mstep: Class 10 contains 55446 members 
Mstep: Class 11 contains 51338 members 
Mstep: Class 12 contains 58840 members 
Mstep: Class 13 contains 11723 members 
Mstep: Class 14 contains 57252 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7645 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 70247 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57021 members 
Mstep: Class 25 contains 79241 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72071 members 
Mstep: Class 30 contains 6660 members 
Mstep: Class 31 contains 56834 members 
Mstep: Class 32 contains 13051 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76883 members 
Mstep: Class 36 contains 13255 members 
Mstep: Class 37 contains 2533 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 48258 members 
Mstep: Class 40 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783264.000000 Penalty: 89804.523438
Iteration 332Q: 41 clusters Score -1.277833e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48107 members 
Mstep: Class 3 contains 64270 members 
Mstep: Class 4 contains 16157 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13681 members 
Mstep: Class 8 contains 53843 members 
Mstep: Class 9 contains 13523 members 
Mstep: Class 10 contains 56403 members 
Mstep: Class 11 contains 51362 members 
Mstep: Class 12 contains 59023 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 57278 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7664 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 70071 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56564 members 
Mstep: Class 25 contains 79091 members 
Mstep: Class 26 contains 13823 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72043 members 
Mstep: Class 30 contains 6665 members 
Mstep: Class 31 contains 56470 members 
Mstep: Class 32 contains 13054 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75792 members 
Mstep: Class 36 contains 13237 members 
Mstep: Class 37 contains 2530 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 48475 members 
Mstep: Class 40 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783560.000000 Penalty: 89804.523438
Iteration 333Q: 41 clusters Score -1.277836e+08 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48100 members 
Mstep: Class 3 contains 64916 members 
Mstep: Class 4 contains 16155 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 53967 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 57304 members 
Mstep: Class 11 contains 51373 members 
Mstep: Class 12 contains 59205 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 57304 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7671 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 70008 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56145 members 
Mstep: Class 25 contains 78955 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72017 members 
Mstep: Class 30 contains 6664 members 
Mstep: Class 31 contains 56107 members 
Mstep: Class 32 contains 13060 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74752 members 
Mstep: Class 36 contains 13220 members 
Mstep: Class 37 contains 2528 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 48651 members 
Mstep: Class 40 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783128.000000 Penalty: 89804.523438
Iteration 334Q: 41 clusters Score -1.277831e+08 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48088 members 
Mstep: Class 3 contains 65359 members 
Mstep: Class 4 contains 16154 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13677 members 
Mstep: Class 8 contains 54071 members 
Mstep: Class 9 contains 13528 members 
Mstep: Class 10 contains 58161 members 
Mstep: Class 11 contains 51390 members 
Mstep: Class 12 contains 59403 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 57330 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7666 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 70185 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55744 members 
Mstep: Class 25 contains 78812 members 
Mstep: Class 26 contains 13833 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71987 members 
Mstep: Class 30 contains 6657 members 
Mstep: Class 31 contains 55785 members 
Mstep: Class 32 contains 13061 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73700 members 
Mstep: Class 36 contains 13202 members 
Mstep: Class 37 contains 2524 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 48828 members 
Mstep: Class 40 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783168.000000 Penalty: 89804.523438
Iteration 335Q: 41 clusters Score -1.277832e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 48069 members 
Mstep: Class 3 contains 65264 members 
Mstep: Class 4 contains 16153 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 54143 members 
Mstep: Class 9 contains 13538 members 
Mstep: Class 10 contains 59029 members 
Mstep: Class 11 contains 51403 members 
Mstep: Class 12 contains 59609 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 57367 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 70618 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55261 members 
Mstep: Class 25 contains 78653 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71969 members 
Mstep: Class 30 contains 6648 members 
Mstep: Class 31 contains 55771 members 
Mstep: Class 32 contains 13063 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72697 members 
Mstep: Class 36 contains 13193 members 
Mstep: Class 37 contains 2519 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49014 members 
Mstep: Class 40 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783248.000000 Penalty: 89804.523438
Iteration 336Q: 41 clusters Score -1.277832e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48059 members 
Mstep: Class 3 contains 64694 members 
Mstep: Class 4 contains 16151 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 54220 members 
Mstep: Class 9 contains 13542 members 
Mstep: Class 10 contains 59878 members 
Mstep: Class 11 contains 51403 members 
Mstep: Class 12 contains 59818 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 57394 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7670 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 71251 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54780 members 
Mstep: Class 25 contains 78500 members 
Mstep: Class 26 contains 13832 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71948 members 
Mstep: Class 30 contains 6649 members 
Mstep: Class 31 contains 56004 members 
Mstep: Class 32 contains 13066 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71778 members 
Mstep: Class 36 contains 13174 members 
Mstep: Class 37 contains 2518 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49163 members 
Mstep: Class 40 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783256.000000 Penalty: 89804.523438
Iteration 337Q: 41 clusters Score -1.277833e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48032 members 
Mstep: Class 3 contains 63712 members 
Mstep: Class 4 contains 16149 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 13544 members 
Mstep: Class 10 contains 60735 members 
Mstep: Class 11 contains 51387 members 
Mstep: Class 12 contains 60003 members 
Mstep: Class 13 contains 11742 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7671 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 72104 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54449 members 
Mstep: Class 25 contains 78329 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71931 members 
Mstep: Class 30 contains 6640 members 
Mstep: Class 31 contains 56362 members 
Mstep: Class 32 contains 13070 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70890 members 
Mstep: Class 36 contains 13136 members 
Mstep: Class 37 contains 2520 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49269 members 
Mstep: Class 40 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783552.000000 Penalty: 89804.523438
Iteration 338Q: 41 clusters Score -1.277836e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48007 members 
Mstep: Class 3 contains 62537 members 
Mstep: Class 4 contains 16148 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13677 members 
Mstep: Class 8 contains 54328 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 10 contains 61605 members 
Mstep: Class 11 contains 51402 members 
Mstep: Class 12 contains 60213 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 57431 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7660 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 72841 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54149 members 
Mstep: Class 25 contains 78145 members 
Mstep: Class 26 contains 13832 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71918 members 
Mstep: Class 30 contains 6645 members 
Mstep: Class 31 contains 56891 members 
Mstep: Class 32 contains 13070 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70159 members 
Mstep: Class 36 contains 13118 members 
Mstep: Class 37 contains 2519 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49331 members 
Mstep: Class 40 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783560.000000 Penalty: 89804.523438
Iteration 339Q: 41 clusters Score -1.277836e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47953 members 
Mstep: Class 3 contains 61488 members 
Mstep: Class 4 contains 16148 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13682 members 
Mstep: Class 8 contains 54306 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 62534 members 
Mstep: Class 11 contains 51377 members 
Mstep: Class 12 contains 60419 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 57415 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73449 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53853 members 
Mstep: Class 25 contains 77956 members 
Mstep: Class 26 contains 13832 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71898 members 
Mstep: Class 30 contains 6654 members 
Mstep: Class 31 contains 57499 members 
Mstep: Class 32 contains 13073 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69445 members 
Mstep: Class 36 contains 13096 members 
Mstep: Class 37 contains 2520 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49372 members 
Mstep: Class 40 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783232.000000 Penalty: 89804.523438
Iteration 340F: 41 clusters Score -1.277832e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47929 members 
Mstep: Class 3 contains 60579 members 
Mstep: Class 4 contains 16147 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13682 members 
Mstep: Class 8 contains 54204 members 
Mstep: Class 9 contains 13553 members 
Mstep: Class 10 contains 63246 members 
Mstep: Class 11 contains 51346 members 
Mstep: Class 12 contains 60627 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 57449 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7640 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73960 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53697 members 
Mstep: Class 25 contains 77742 members 
Mstep: Class 26 contains 13830 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71885 members 
Mstep: Class 30 contains 6666 members 
Mstep: Class 31 contains 58039 members 
Mstep: Class 32 contains 13077 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68915 members 
Mstep: Class 36 contains 13079 members 
Mstep: Class 37 contains 2520 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49381 members 
Mstep: Class 40 contains 3568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783288.000000 Penalty: 89804.523438
Iteration 341Q: 41 clusters Score -1.277833e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47926 members 
Mstep: Class 3 contains 59724 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 54091 members 
Mstep: Class 9 contains 13553 members 
Mstep: Class 10 contains 63728 members 
Mstep: Class 11 contains 51328 members 
Mstep: Class 12 contains 60830 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 57459 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7618 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 74343 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53687 members 
Mstep: Class 25 contains 77545 members 
Mstep: Class 26 contains 13829 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71876 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 58584 members 
Mstep: Class 32 contains 13076 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68546 members 
Mstep: Class 36 contains 13068 members 
Mstep: Class 37 contains 2518 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49382 members 
Mstep: Class 40 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783504.000000 Penalty: 89804.523438
Iteration 342Q: 41 clusters Score -1.277835e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47904 members 
Mstep: Class 3 contains 58945 members 
Mstep: Class 4 contains 16144 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 53937 members 
Mstep: Class 9 contains 13548 members 
Mstep: Class 10 contains 63850 members 
Mstep: Class 11 contains 51292 members 
Mstep: Class 12 contains 61033 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 57473 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7591 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 74661 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53713 members 
Mstep: Class 25 contains 77341 members 
Mstep: Class 26 contains 13833 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71855 members 
Mstep: Class 30 contains 6665 members 
Mstep: Class 31 contains 59096 members 
Mstep: Class 32 contains 13077 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68585 members 
Mstep: Class 36 contains 13053 members 
Mstep: Class 37 contains 2518 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49406 members 
Mstep: Class 40 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783472.000000 Penalty: 89804.523438
Iteration 343Q: 41 clusters Score -1.277835e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47888 members 
Mstep: Class 3 contains 58195 members 
Mstep: Class 4 contains 16142 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 53769 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 63679 members 
Mstep: Class 11 contains 51286 members 
Mstep: Class 12 contains 61247 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 57468 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 74922 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53857 members 
Mstep: Class 25 contains 77145 members 
Mstep: Class 26 contains 13830 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71841 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 59524 members 
Mstep: Class 32 contains 13083 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68893 members 
Mstep: Class 36 contains 13042 members 
Mstep: Class 37 contains 2520 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49422 members 
Mstep: Class 40 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783376.000000 Penalty: 89804.523438
Iteration 344Q: 41 clusters Score -1.277834e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47881 members 
Mstep: Class 3 contains 57443 members 
Mstep: Class 4 contains 16140 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13686 members 
Mstep: Class 8 contains 53600 members 
Mstep: Class 9 contains 13546 members 
Mstep: Class 10 contains 63178 members 
Mstep: Class 11 contains 51305 members 
Mstep: Class 12 contains 61497 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 57477 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7536 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 75194 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54117 members 
Mstep: Class 25 contains 76905 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71828 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 59973 members 
Mstep: Class 32 contains 13084 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69345 members 
Mstep: Class 36 contains 13028 members 
Mstep: Class 37 contains 2524 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49436 members 
Mstep: Class 40 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783200.000000 Penalty: 89804.523438
Iteration 345Q: 41 clusters Score -1.277832e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47898 members 
Mstep: Class 3 contains 56562 members 
Mstep: Class 4 contains 16140 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 53429 members 
Mstep: Class 9 contains 13548 members 
Mstep: Class 10 contains 62446 members 
Mstep: Class 11 contains 51310 members 
Mstep: Class 12 contains 61762 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 57454 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7515 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 75465 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54468 members 
Mstep: Class 25 contains 76642 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71818 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 60480 members 
Mstep: Class 32 contains 13088 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70007 members 
Mstep: Class 36 contains 13009 members 
Mstep: Class 37 contains 2529 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49467 members 
Mstep: Class 40 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783712.000000 Penalty: 89804.523438
Iteration 346Q: 41 clusters Score -1.277837e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47895 members 
Mstep: Class 3 contains 55751 members 
Mstep: Class 4 contains 16139 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 53256 members 
Mstep: Class 9 contains 13556 members 
Mstep: Class 10 contains 61584 members 
Mstep: Class 11 contains 51334 members 
Mstep: Class 12 contains 62049 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 57419 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 75716 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54852 members 
Mstep: Class 25 contains 76354 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71823 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 60899 members 
Mstep: Class 32 contains 13087 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70775 members 
Mstep: Class 36 contains 12996 members 
Mstep: Class 37 contains 2533 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49549 members 
Mstep: Class 40 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783664.000000 Penalty: 89804.523438
Iteration 347Q: 41 clusters Score -1.277837e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47898 members 
Mstep: Class 3 contains 54824 members 
Mstep: Class 4 contains 16140 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 53064 members 
Mstep: Class 9 contains 13555 members 
Mstep: Class 10 contains 60603 members 
Mstep: Class 11 contains 51366 members 
Mstep: Class 12 contains 62343 members 
Mstep: Class 13 contains 11733 members 
Mstep: Class 14 contains 57410 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7435 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 75967 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55360 members 
Mstep: Class 25 contains 76074 members 
Mstep: Class 26 contains 13814 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71819 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 61422 members 
Mstep: Class 32 contains 13082 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71521 members 
Mstep: Class 36 contains 12998 members 
Mstep: Class 37 contains 2540 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49642 members 
Mstep: Class 40 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783528.000000 Penalty: 89804.523438
Iteration 348Q: 41 clusters Score -1.277835e+08 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47901 members 
Mstep: Class 3 contains 54056 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 52895 members 
Mstep: Class 9 contains 13559 members 
Mstep: Class 10 contains 59452 members 
Mstep: Class 11 contains 51393 members 
Mstep: Class 12 contains 62646 members 
Mstep: Class 13 contains 11725 members 
Mstep: Class 14 contains 57392 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55926 members 
Mstep: Class 25 contains 75773 members 
Mstep: Class 26 contains 13814 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71811 members 
Mstep: Class 30 contains 6670 members 
Mstep: Class 31 contains 61725 members 
Mstep: Class 32 contains 13077 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72321 members 
Mstep: Class 36 contains 13000 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 49798 members 
Mstep: Class 40 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783880.000000 Penalty: 89804.523438
Iteration 349Q: 41 clusters Score -1.277839e+08 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47913 members 
Mstep: Class 3 contains 53677 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13696 members 
Mstep: Class 8 contains 52694 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 58267 members 
Mstep: Class 11 contains 51433 members 
Mstep: Class 12 contains 62991 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 57356 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 76405 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56491 members 
Mstep: Class 25 contains 75466 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71802 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 61655 members 
Mstep: Class 32 contains 13071 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73215 members 
Mstep: Class 36 contains 12998 members 
Mstep: Class 37 contains 2550 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 50017 members 
Mstep: Class 40 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784008.000000 Penalty: 89804.523438
Iteration 350Q: 41 clusters Score -1.27784e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47945 members 
Mstep: Class 3 contains 53859 members 
Mstep: Class 4 contains 16134 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 52457 members 
Mstep: Class 9 contains 13575 members 
Mstep: Class 10 contains 57012 members 
Mstep: Class 11 contains 51461 members 
Mstep: Class 12 contains 63438 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 57310 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 76228 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56996 members 
Mstep: Class 25 contains 75060 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71801 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 61342 members 
Mstep: Class 32 contains 13071 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74263 members 
Mstep: Class 36 contains 12997 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 50242 members 
Mstep: Class 40 contains 3505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784000.000000 Penalty: 89804.523438
Iteration 351Q: 41 clusters Score -1.27784e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47968 members 
Mstep: Class 3 contains 54543 members 
Mstep: Class 4 contains 16133 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 52281 members 
Mstep: Class 9 contains 13578 members 
Mstep: Class 10 contains 55765 members 
Mstep: Class 11 contains 51455 members 
Mstep: Class 12 contains 63915 members 
Mstep: Class 13 contains 11733 members 
Mstep: Class 14 contains 57228 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 75724 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57519 members 
Mstep: Class 25 contains 74655 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71780 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 60748 members 
Mstep: Class 32 contains 13061 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75377 members 
Mstep: Class 36 contains 13007 members 
Mstep: Class 37 contains 2561 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 50479 members 
Mstep: Class 40 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783752.000000 Penalty: 89804.523438
Iteration 352Q: 41 clusters Score -1.277838e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47979 members 
Mstep: Class 3 contains 55482 members 
Mstep: Class 4 contains 16134 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 52192 members 
Mstep: Class 9 contains 13589 members 
Mstep: Class 10 contains 54691 members 
Mstep: Class 11 contains 51455 members 
Mstep: Class 12 contains 64378 members 
Mstep: Class 13 contains 11733 members 
Mstep: Class 14 contains 57164 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7271 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 74979 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57966 members 
Mstep: Class 25 contains 74248 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71758 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 60008 members 
Mstep: Class 32 contains 13055 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76356 members 
Mstep: Class 36 contains 13013 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 50801 members 
Mstep: Class 40 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784232.000000 Penalty: 89804.523438
Iteration 353Q: 41 clusters Score -1.277842e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48007 members 
Mstep: Class 3 contains 56573 members 
Mstep: Class 4 contains 16138 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 52158 members 
Mstep: Class 9 contains 13583 members 
Mstep: Class 10 contains 54063 members 
Mstep: Class 11 contains 51442 members 
Mstep: Class 12 contains 64796 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 57065 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 74120 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58237 members 
Mstep: Class 25 contains 73926 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71746 members 
Mstep: Class 30 contains 6670 members 
Mstep: Class 31 contains 59007 members 
Mstep: Class 32 contains 13056 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77090 members 
Mstep: Class 36 contains 13024 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 51230 members 
Mstep: Class 40 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784536.000000 Penalty: 89804.523438
Iteration 354Q: 41 clusters Score -1.277845e+08 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48016 members 
Mstep: Class 3 contains 57756 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13694 members 
Mstep: Class 8 contains 52190 members 
Mstep: Class 9 contains 13587 members 
Mstep: Class 10 contains 53651 members 
Mstep: Class 11 contains 51448 members 
Mstep: Class 12 contains 65215 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 56991 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 73313 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58168 members 
Mstep: Class 25 contains 73584 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71736 members 
Mstep: Class 30 contains 6659 members 
Mstep: Class 31 contains 57982 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77666 members 
Mstep: Class 36 contains 13027 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 51769 members 
Mstep: Class 40 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784704.000000 Penalty: 89804.523438
Iteration 355Q: 41 clusters Score -1.277847e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48005 members 
Mstep: Class 3 contains 59036 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 52255 members 
Mstep: Class 9 contains 13607 members 
Mstep: Class 10 contains 53685 members 
Mstep: Class 11 contains 51452 members 
Mstep: Class 12 contains 65617 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 56915 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 72517 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57864 members 
Mstep: Class 25 contains 73244 members 
Mstep: Class 26 contains 13825 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71737 members 
Mstep: Class 30 contains 6664 members 
Mstep: Class 31 contains 56957 members 
Mstep: Class 32 contains 13046 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77921 members 
Mstep: Class 36 contains 13023 members 
Mstep: Class 37 contains 2588 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 52263 members 
Mstep: Class 40 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784640.000000 Penalty: 89804.523438
Iteration 356Q: 41 clusters Score -1.277846e+08 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48006 members 
Mstep: Class 3 contains 60374 members 
Mstep: Class 4 contains 16144 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 52368 members 
Mstep: Class 9 contains 13612 members 
Mstep: Class 10 contains 54273 members 
Mstep: Class 11 contains 51454 members 
Mstep: Class 12 contains 65994 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 56812 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 71832 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57270 members 
Mstep: Class 25 contains 72963 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71734 members 
Mstep: Class 30 contains 6669 members 
Mstep: Class 31 contains 55935 members 
Mstep: Class 32 contains 13040 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 77724 members 
Mstep: Class 36 contains 13025 members 
Mstep: Class 37 contains 2605 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 52697 members 
Mstep: Class 40 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785104.000000 Penalty: 89804.523438
Iteration 357Q: 41 clusters Score -1.277851e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48010 members 
Mstep: Class 3 contains 61677 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13690 members 
Mstep: Class 8 contains 52519 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 55255 members 
Mstep: Class 11 contains 51459 members 
Mstep: Class 12 contains 66307 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 56720 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 71267 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56698 members 
Mstep: Class 25 contains 72730 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71736 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 55143 members 
Mstep: Class 32 contains 13036 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 76870 members 
Mstep: Class 36 contains 13022 members 
Mstep: Class 37 contains 2621 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53019 members 
Mstep: Class 40 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785400.000000 Penalty: 89804.523438
Iteration 358Q: 41 clusters Score -1.277854e+08 nChanged 5037
Entering ConstructFrom: 
Score: -127785400.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -351606.437500 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -351606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -349009.750000 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -349009.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -349665.906250 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -349665.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -349828.156250 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -349828.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -349916.187500 Penalty: 2580.689697
	Iteration 3F: 3 clusters Score -349916.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349975.781250 Penalty: 2580.689697
	Iteration 4Q: 3 clusters Score -349975.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -350014.156250 Penalty: 2580.689697
	Iteration 5Q: 3 clusters Score -350014.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -350058.250000 Penalty: 2580.689697
	Iteration 6Q: 3 clusters Score -350058.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -350099.625000 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -350099.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -350144.062500 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -350144.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -350200.562500 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -350200.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -350249.718750 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -350249.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -350302.843750 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -350302.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -350372.218750 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -350372.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -350470.218750 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -350470.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -350530.375000 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -350530.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -350562.750000 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -350562.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -350584.468750 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -350584.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -350598.562500 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -350598.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -350605.968750 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -350606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -350610.125000 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -350610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -350612.875000 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -350612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -350614.187500 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -350614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -350616.656250 Penalty: 2580.689697
	Iteration 22Q: 3 clusters Score -350616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -350619.000000 Penalty: 2580.689697
	Iteration 23Q: 3 clusters Score -350619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -350619.562500 Penalty: 2580.689697
	Iteration 24Q: 3 clusters Score -350619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -350621.343750 Penalty: 2580.689697
	Iteration 25Q: 3 clusters Score -350621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -350621.343750 Penalty: 2580.689697
	Iteration 26Q: 3 clusters Score -350621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -350621.343750 Penalty: 2580.689697
	Iteration 27F: 3 clusters Score -350621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Entering Unmasked Estep 
Score: -6020755.500000 Penalty: 1751.478760
	Iteration 0F: 2 clusters Score -6020756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5988691.500000 Penalty: 3502.957520
	Iteration 0F: 3 clusters Score -5988692 nChanged 22437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6001115.500000 Penalty: 3502.957520
	Iteration 1F: 3 clusters Score -6001116 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6001583.500000 Penalty: 3502.957520
	Iteration 2Q: 3 clusters Score -6001584 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -6002075.500000 Penalty: 3502.957520
	Iteration 3Q: 3 clusters Score -6002076 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -6002622.000000 Penalty: 3502.957520
	Iteration 4Q: 3 clusters Score -6002622 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6003566.500000 Penalty: 3502.957520
	Iteration 5Q: 3 clusters Score -6003566 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6005036.000000 Penalty: 3502.957520
	Iteration 6F: 3 clusters Score -6005036 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -6007358.000000 Penalty: 3502.957520
	Iteration 7F: 3 clusters Score -6007358 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -6010720.000000 Penalty: 3502.957520
	Iteration 8F: 3 clusters Score -6010720 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -6014448.500000 Penalty: 3502.957520
	Iteration 9F: 3 clusters Score -6014448 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6017217.000000 Penalty: 3502.957520
	Iteration 10F: 3 clusters Score -6017217 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -6018546.500000 Penalty: 3502.957520
	Iteration 11Q: 3 clusters Score -6018546 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6018995.500000 Penalty: 3502.957520
	Iteration 12Q: 3 clusters Score -6018996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6019114.500000 Penalty: 3502.957520
	Iteration 13Q: 3 clusters Score -6019114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -6019162.000000 Penalty: 3502.957520
	Iteration 14Q: 3 clusters Score -6019162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -6019188.500000 Penalty: 3502.957520
	Iteration 15Q: 3 clusters Score -6019188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -6019195.000000 Penalty: 3502.957520
	Iteration 16Q: 3 clusters Score -6019195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6019195.000000 Penalty: 3502.957520
	Iteration 17Q: 3 clusters Score -6019195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -6019207.500000 Penalty: 3502.957520
	Iteration 18Q: 3 clusters Score -6019208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -6019207.000000 Penalty: 3502.957520
	Iteration 19Q: 3 clusters Score -6019207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -6019205.500000 Penalty: 3502.957520
	Iteration 20F: 3 clusters Score -6019206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -6019213.000000 Penalty: 3502.957520
	Iteration 21Q: 3 clusters Score -6019213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -6019218.500000 Penalty: 3502.957520
	Iteration 22Q: 3 clusters Score -6019218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6019220.000000 Penalty: 3502.957520
	Iteration 23Q: 3 clusters Score -6019220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6019220.000000 Penalty: 3502.957520
	Iteration 24F: 3 clusters Score -6019220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Entering Unmasked Estep 
Score: -8373584.500000 Penalty: 1795.526978
	Iteration 0F: 2 clusters Score -8373584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -8332081.500000 Penalty: 3591.053955
	Iteration 0F: 3 clusters Score -8332082 nChanged 29864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -8348954.500000 Penalty: 3591.053955
	Iteration 1F: 3 clusters Score -8348954 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -8349419.000000 Penalty: 3591.053955
	Iteration 2Q: 3 clusters Score -8349419 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -8349978.000000 Penalty: 3591.053955
	Iteration 3Q: 3 clusters Score -8349978 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -8350595.500000 Penalty: 3591.053955
	Iteration 4Q: 3 clusters Score -8350596 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -8351332.500000 Penalty: 3591.053955
	Iteration 5Q: 3 clusters Score -8351332 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -8352539.500000 Penalty: 3591.053955
	Iteration 6Q: 3 clusters Score -8352540 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -8354322.000000 Penalty: 3591.053955
	Iteration 7F: 3 clusters Score -8354322 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -8356873.500000 Penalty: 3591.053955
	Iteration 8F: 3 clusters Score -8356874 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -8360226.000000 Penalty: 3591.053955
	Iteration 9F: 3 clusters Score -8360226 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8364057.000000 Penalty: 3591.053955
	Iteration 10F: 3 clusters Score -8364057 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8367778.500000 Penalty: 3591.053955
	Iteration 11F: 3 clusters Score -8367778 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8370207.000000 Penalty: 3591.053955
	Iteration 12Q: 3 clusters Score -8370207 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8371287.500000 Penalty: 3591.053955
	Iteration 13Q: 3 clusters Score -8371288 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8371644.000000 Penalty: 3591.053955
	Iteration 14Q: 3 clusters Score -8371644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8371792.000000 Penalty: 3591.053955
	Iteration 15Q: 3 clusters Score -8371792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8371898.000000 Penalty: 3591.053955
	Iteration 16Q: 3 clusters Score -8371898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8371941.500000 Penalty: 3591.053955
	Iteration 17Q: 3 clusters Score -8371942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8371963.500000 Penalty: 3591.053955
	Iteration 18Q: 3 clusters Score -8371964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8371969.000000 Penalty: 3591.053955
	Iteration 19Q: 3 clusters Score -8371969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8371973.500000 Penalty: 3591.053955
	Iteration 20F: 3 clusters Score -8371974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8371970.500000 Penalty: 3591.053955
	Iteration 21Q: 3 clusters Score -8371970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8371972.500000 Penalty: 3591.053955
	Iteration 22Q: 3 clusters Score -8371972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8371975.500000 Penalty: 3591.053955
	Iteration 23Q: 3 clusters Score -8371976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8371975.500000 Penalty: 3591.053955
	Iteration 24F: 3 clusters Score -8371976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -2070594.750000 Penalty: 1574.501709
	Iteration 0F: 2 clusters Score -2070595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2059612.500000 Penalty: 3149.003418
	Iteration 0F: 3 clusters Score -2059612 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2063521.000000 Penalty: 3149.003418
	Iteration 1F: 3 clusters Score -2063521 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2063924.625000 Penalty: 3149.003418
	Iteration 2F: 3 clusters Score -2063925 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2064336.750000 Penalty: 3149.003418
	Iteration 3F: 3 clusters Score -2064337 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2064874.000000 Penalty: 3149.003418
	Iteration 4F: 3 clusters Score -2064874 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2065576.500000 Penalty: 3149.003418
	Iteration 5F: 3 clusters Score -2065576 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2066403.250000 Penalty: 3149.003418
	Iteration 6F: 3 clusters Score -2066403 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2067242.750000 Penalty: 3149.003418
	Iteration 7F: 3 clusters Score -2067243 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2067851.750000 Penalty: 3149.003418
	Iteration 8F: 3 clusters Score -2067852 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2068288.875000 Penalty: 3149.003418
	Iteration 9Q: 3 clusters Score -2068289 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2068591.625000 Penalty: 3149.003418
	Iteration 10Q: 3 clusters Score -2068592 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2068775.750000 Penalty: 3149.003418
	Iteration 11Q: 3 clusters Score -2068776 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2068895.875000 Penalty: 3149.003418
	Iteration 12Q: 3 clusters Score -2068896 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2068972.000000 Penalty: 3149.003418
	Iteration 13Q: 3 clusters Score -2068972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2069053.875000 Penalty: 3149.003418
	Iteration 14Q: 3 clusters Score -2069054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2069101.625000 Penalty: 3149.003418
	Iteration 15Q: 3 clusters Score -2069102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2069143.000000 Penalty: 3149.003418
	Iteration 16Q: 3 clusters Score -2069143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2069183.375000 Penalty: 3149.003418
	Iteration 17Q: 3 clusters Score -2069183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2069219.125000 Penalty: 3149.003418
	Iteration 18Q: 3 clusters Score -2069219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2069244.250000 Penalty: 3149.003418
	Iteration 19Q: 3 clusters Score -2069244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2069259.500000 Penalty: 3149.003418
	Iteration 20F: 3 clusters Score -2069260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2069271.875000 Penalty: 3149.003418
	Iteration 21Q: 3 clusters Score -2069272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2069275.500000 Penalty: 3149.003418
	Iteration 22Q: 3 clusters Score -2069276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2069283.750000 Penalty: 3149.003418
	Iteration 23Q: 3 clusters Score -2069284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2069285.625000 Penalty: 3149.003418
	Iteration 24Q: 3 clusters Score -2069286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2069287.500000 Penalty: 3149.003418
	Iteration 25Q: 3 clusters Score -2069288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2069282.750000 Penalty: 3149.003418
	Iteration 26Q: 3 clusters Score -2069283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2069282.750000 Penalty: 3149.003418
	Iteration 27F: 3 clusters Score -2069283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -614679.500000 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -614679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -610794.187500 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -610794.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -611891.937500 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -611891.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -612122.750000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -612122.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -612287.687500 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -612287.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -612419.750000 Penalty: 2754.752930
	Iteration 4Q: 3 clusters Score -612419.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -612553.250000 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -612553.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -612701.937500 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -612701.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -612856.687500 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -612856.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -613000.437500 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -613000.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -613104.375000 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -613104.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -613172.125000 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -613172.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -613208.625000 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -613208.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -613228.312500 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -613228.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -613244.750000 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -613244.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -613256.687500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -613256.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -613263.375000 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -613263.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -613269.250000 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -613269.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -613275.562500 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -613275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -613280.375000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -613280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -613283.625000 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -613283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -613287.812500 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -613287.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -613290.562500 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -613290.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -613293.812500 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -613293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -613296.687500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -613296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -613298.937500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -613298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -613299.562500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -613299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -613300.562500 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -613300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -613302.187500 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -613302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -613302.187500 Penalty: 2754.752930
	Iteration 28F: 3 clusters Score -613302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -811652.312500 Penalty: 1424.412354
	Iteration 0F: 2 clusters Score -811652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -806792.437500 Penalty: 2848.824707
	Iteration 0F: 3 clusters Score -806792.4 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -808293.625000 Penalty: 2848.824707
	Iteration 1F: 3 clusters Score -808293.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -808493.125000 Penalty: 2848.824707
	Iteration 2F: 3 clusters Score -808493.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -808638.312500 Penalty: 2848.824707
	Iteration 3Q: 3 clusters Score -808638.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -808751.625000 Penalty: 2848.824707
	Iteration 4Q: 3 clusters Score -808751.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -808826.062500 Penalty: 2848.824707
	Iteration 5Q: 3 clusters Score -808826.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -808895.500000 Penalty: 2848.824707
	Iteration 6Q: 3 clusters Score -808895.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -808990.312500 Penalty: 2848.824707
	Iteration 7Q: 3 clusters Score -808990.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -809082.000000 Penalty: 2848.824707
	Iteration 8Q: 3 clusters Score -809082 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -809183.375000 Penalty: 2848.824707
	Iteration 9Q: 3 clusters Score -809183.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -809312.250000 Penalty: 2848.824707
	Iteration 10Q: 3 clusters Score -809312.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -809457.312500 Penalty: 2848.824707
	Iteration 11Q: 3 clusters Score -809457.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -809580.437500 Penalty: 2848.824707
	Iteration 12Q: 3 clusters Score -809580.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -809670.187500 Penalty: 2848.824707
	Iteration 13Q: 3 clusters Score -809670.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -809748.500000 Penalty: 2848.824707
	Iteration 14Q: 3 clusters Score -809748.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -809811.250000 Penalty: 2848.824707
	Iteration 15Q: 3 clusters Score -809811.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -809875.687500 Penalty: 2848.824707
	Iteration 16Q: 3 clusters Score -809875.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -809946.000000 Penalty: 2848.824707
	Iteration 17Q: 3 clusters Score -809946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -810004.062500 Penalty: 2848.824707
	Iteration 18Q: 3 clusters Score -810004.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -810053.812500 Penalty: 2848.824707
	Iteration 19Q: 3 clusters Score -810053.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -810099.125000 Penalty: 2848.824707
	Iteration 20F: 3 clusters Score -810099.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -810146.750000 Penalty: 2848.824707
	Iteration 21Q: 3 clusters Score -810146.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -810192.812500 Penalty: 2848.824707
	Iteration 22Q: 3 clusters Score -810192.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -810231.187500 Penalty: 2848.824707
	Iteration 23Q: 3 clusters Score -810231.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -810263.750000 Penalty: 2848.824707
	Iteration 24Q: 3 clusters Score -810263.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -810283.937500 Penalty: 2848.824707
	Iteration 25Q: 3 clusters Score -810283.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -810300.437500 Penalty: 2848.824707
	Iteration 26Q: 3 clusters Score -810300.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -810313.562500 Penalty: 2848.824707
	Iteration 27Q: 3 clusters Score -810313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -810327.687500 Penalty: 2848.824707
	Iteration 28Q: 3 clusters Score -810327.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -810341.312500 Penalty: 2848.824707
	Iteration 29Q: 3 clusters Score -810341.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -810351.562500 Penalty: 2848.824707
	Iteration 30Q: 3 clusters Score -810351.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -810367.937500 Penalty: 2848.824707
	Iteration 31Q: 3 clusters Score -810367.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -810383.312500 Penalty: 2848.824707
	Iteration 32Q: 3 clusters Score -810383.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -810395.312500 Penalty: 2848.824707
	Iteration 33Q: 3 clusters Score -810395.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -810407.062500 Penalty: 2848.824707
	Iteration 34Q: 3 clusters Score -810407.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -810425.812500 Penalty: 2848.824707
	Iteration 35Q: 3 clusters Score -810425.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -810445.000000 Penalty: 2848.824707
	Iteration 36Q: 3 clusters Score -810445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -810462.187500 Penalty: 2848.824707
	Iteration 37Q: 3 clusters Score -810462.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -810476.687500 Penalty: 2848.824707
	Iteration 38Q: 3 clusters Score -810476.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -810484.187500 Penalty: 2848.824707
	Iteration 39Q: 3 clusters Score -810484.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -810489.062500 Penalty: 2848.824707
	Iteration 40F: 3 clusters Score -810489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -810492.062500 Penalty: 2848.824707
	Iteration 41Q: 3 clusters Score -810492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -810497.500000 Penalty: 2848.824707
	Iteration 42Q: 3 clusters Score -810497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -810503.000000 Penalty: 2848.824707
	Iteration 43Q: 3 clusters Score -810503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -810510.687500 Penalty: 2848.824707
	Iteration 44Q: 3 clusters Score -810510.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -810512.875000 Penalty: 2848.824707
	Iteration 45Q: 3 clusters Score -810512.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -810517.437500 Penalty: 2848.824707
	Iteration 46Q: 3 clusters Score -810517.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -810523.875000 Penalty: 2848.824707
	Iteration 47Q: 3 clusters Score -810523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -810532.000000 Penalty: 2848.824707
	Iteration 48Q: 3 clusters Score -810532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -810537.687500 Penalty: 2848.824707
	Iteration 49Q: 3 clusters Score -810537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -810539.875000 Penalty: 2848.824707
	Iteration 50Q: 3 clusters Score -810539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -810540.187500 Penalty: 2848.824707
	Iteration 51Q: 3 clusters Score -810540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -810540.187500 Penalty: 2848.824707
	Iteration 52F: 3 clusters Score -810540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Entering Unmasked Estep 
Score: -1622579.750000 Penalty: 1547.694702
	Iteration 0F: 2 clusters Score -1622580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1613093.750000 Penalty: 3095.389404
	Iteration 0F: 3 clusters Score -1613094 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1616413.500000 Penalty: 3095.389404
	Iteration 1F: 3 clusters Score -1616414 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1616931.250000 Penalty: 3095.389404
	Iteration 2F: 3 clusters Score -1616931 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1617622.500000 Penalty: 3095.389404
	Iteration 3F: 3 clusters Score -1617622 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1618298.125000 Penalty: 3095.389404
	Iteration 4F: 3 clusters Score -1618298 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1618971.875000 Penalty: 3095.389404
	Iteration 5F: 3 clusters Score -1618972 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1619526.875000 Penalty: 3095.389404
	Iteration 6F: 3 clusters Score -1619527 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1619956.750000 Penalty: 3095.389404
	Iteration 7F: 3 clusters Score -1619957 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1620258.000000 Penalty: 3095.389404
	Iteration 8Q: 3 clusters Score -1620258 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1620470.750000 Penalty: 3095.389404
	Iteration 9Q: 3 clusters Score -1620471 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1620640.250000 Penalty: 3095.389404
	Iteration 10Q: 3 clusters Score -1620640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1620812.000000 Penalty: 3095.389404
	Iteration 11Q: 3 clusters Score -1620812 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1620983.625000 Penalty: 3095.389404
	Iteration 12Q: 3 clusters Score -1620984 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1621160.875000 Penalty: 3095.389404
	Iteration 13Q: 3 clusters Score -1621161 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1621362.125000 Penalty: 3095.389404
	Iteration 14Q: 3 clusters Score -1621362 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1621558.000000 Penalty: 3095.389404
	Iteration 15Q: 3 clusters Score -1621558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1621758.750000 Penalty: 3095.389404
	Iteration 16Q: 3 clusters Score -1621759 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1621908.250000 Penalty: 3095.389404
	Iteration 17Q: 3 clusters Score -1621908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1621994.750000 Penalty: 3095.389404
	Iteration 18Q: 3 clusters Score -1621995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1622048.125000 Penalty: 3095.389404
	Iteration 19Q: 3 clusters Score -1622048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1622080.375000 Penalty: 3095.389404
	Iteration 20F: 3 clusters Score -1622080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1622102.125000 Penalty: 3095.389404
	Iteration 21Q: 3 clusters Score -1622102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1622106.750000 Penalty: 3095.389404
	Iteration 22Q: 3 clusters Score -1622107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1622110.000000 Penalty: 3095.389404
	Iteration 23Q: 3 clusters Score -1622110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1622110.375000 Penalty: 3095.389404
	Iteration 24Q: 3 clusters Score -1622110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1622111.375000 Penalty: 3095.389404
	Iteration 25Q: 3 clusters Score -1622111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1622109.875000 Penalty: 3095.389404
	Iteration 26Q: 3 clusters Score -1622110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1622116.250000 Penalty: 3095.389404
	Iteration 27Q: 3 clusters Score -1622116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1622115.375000 Penalty: 3095.389404
	Iteration 28Q: 3 clusters Score -1622115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1622118.875000 Penalty: 3095.389404
	Iteration 29Q: 3 clusters Score -1622119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1622121.375000 Penalty: 3095.389404
	Iteration 30Q: 3 clusters Score -1622121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1622123.750000 Penalty: 3095.389404
	Iteration 31Q: 3 clusters Score -1622124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1622126.375000 Penalty: 3095.389404
	Iteration 32Q: 3 clusters Score -1622126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1622128.500000 Penalty: 3095.389404
	Iteration 33Q: 3 clusters Score -1622128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1622129.500000 Penalty: 3095.389404
	Iteration 34Q: 3 clusters Score -1622130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1622132.625000 Penalty: 3095.389404
	Iteration 35Q: 3 clusters Score -1622133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1622134.000000 Penalty: 3095.389404
	Iteration 36Q: 3 clusters Score -1622134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1622136.375000 Penalty: 3095.389404
	Iteration 37Q: 3 clusters Score -1622136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1622137.000000 Penalty: 3095.389404
	Iteration 38Q: 3 clusters Score -1622137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1622134.625000 Penalty: 3095.389404
	Iteration 39Q: 3 clusters Score -1622135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1622135.125000 Penalty: 3095.389404
	Iteration 40F: 3 clusters Score -1622135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1622135.875000 Penalty: 3095.389404
	Iteration 41Q: 3 clusters Score -1622136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1622134.125000 Penalty: 3095.389404
	Iteration 42Q: 3 clusters Score -1622134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1622134.125000 Penalty: 3095.389404
	Iteration 43Q: 3 clusters Score -1622134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1622141.125000 Penalty: 3095.389404
	Iteration 44Q: 3 clusters Score -1622141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1622138.875000 Penalty: 3095.389404
	Iteration 45Q: 3 clusters Score -1622139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1622140.875000 Penalty: 3095.389404
	Iteration 46Q: 3 clusters Score -1622141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1622140.500000 Penalty: 3095.389404
	Iteration 47Q: 3 clusters Score -1622140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1622140.500000 Penalty: 3095.389404
	Iteration 48F: 3 clusters Score -1622140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Entering Unmasked Estep 
Score: -6960038.500000 Penalty: 1766.828125
	Iteration 0F: 2 clusters Score -6960038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6924603.000000 Penalty: 3533.656250
	Iteration 0F: 3 clusters Score -6924603 nChanged 24960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6938804.000000 Penalty: 3533.656250
	Iteration 1F: 3 clusters Score -6938804 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6939342.500000 Penalty: 3533.656250
	Iteration 2Q: 3 clusters Score -6939342 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6940117.500000 Penalty: 3533.656250
	Iteration 3Q: 3 clusters Score -6940118 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6941032.000000 Penalty: 3533.656250
	Iteration 4Q: 3 clusters Score -6941032 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -6942260.000000 Penalty: 3533.656250
	Iteration 5Q: 3 clusters Score -6942260 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6943929.000000 Penalty: 3533.656250
	Iteration 6F: 3 clusters Score -6943929 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -6946326.000000 Penalty: 3533.656250
	Iteration 7F: 3 clusters Score -6946326 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6949593.500000 Penalty: 3533.656250
	Iteration 8F: 3 clusters Score -6949594 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -6952710.000000 Penalty: 3533.656250
	Iteration 9F: 3 clusters Score -6952710 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -6954404.500000 Penalty: 3533.656250
	Iteration 10F: 3 clusters Score -6954404 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -6955149.500000 Penalty: 3533.656250
	Iteration 11Q: 3 clusters Score -6955150 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -6955619.000000 Penalty: 3533.656250
	Iteration 12Q: 3 clusters Score -6955619 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6956011.000000 Penalty: 3533.656250
	Iteration 13Q: 3 clusters Score -6956011 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -6956325.500000 Penalty: 3533.656250
	Iteration 14Q: 3 clusters Score -6956326 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6956579.000000 Penalty: 3533.656250
	Iteration 15Q: 3 clusters Score -6956579 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -6956840.500000 Penalty: 3533.656250
	Iteration 16Q: 3 clusters Score -6956840 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -6957033.000000 Penalty: 3533.656250
	Iteration 17Q: 3 clusters Score -6957033 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6957184.000000 Penalty: 3533.656250
	Iteration 18Q: 3 clusters Score -6957184 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6957347.500000 Penalty: 3533.656250
	Iteration 19Q: 3 clusters Score -6957348 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6957451.000000 Penalty: 3533.656250
	Iteration 20F: 3 clusters Score -6957451 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -6957541.500000 Penalty: 3533.656250
	Iteration 21Q: 3 clusters Score -6957542 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -6957609.500000 Penalty: 3533.656250
	Iteration 22Q: 3 clusters Score -6957610 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -6957683.000000 Penalty: 3533.656250
	Iteration 23Q: 3 clusters Score -6957683 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6957743.500000 Penalty: 3533.656250
	Iteration 24Q: 3 clusters Score -6957744 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -6957785.500000 Penalty: 3533.656250
	Iteration 25Q: 3 clusters Score -6957786 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -6957814.000000 Penalty: 3533.656250
	Iteration 26Q: 3 clusters Score -6957814 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -6957839.000000 Penalty: 3533.656250
	Iteration 27Q: 3 clusters Score -6957839 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -6957877.000000 Penalty: 3533.656250
	Iteration 28Q: 3 clusters Score -6957877 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -6957914.000000 Penalty: 3533.656250
	Iteration 29Q: 3 clusters Score -6957914 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -6957919.000000 Penalty: 3533.656250
	Iteration 30Q: 3 clusters Score -6957919 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6957938.500000 Penalty: 3533.656250
	Iteration 31Q: 3 clusters Score -6957938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -6957956.000000 Penalty: 3533.656250
	Iteration 32Q: 3 clusters Score -6957956 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -6957976.000000 Penalty: 3533.656250
	Iteration 33Q: 3 clusters Score -6957976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -6957991.500000 Penalty: 3533.656250
	Iteration 34Q: 3 clusters Score -6957992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6957996.500000 Penalty: 3533.656250
	Iteration 35Q: 3 clusters Score -6957996 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -6958016.000000 Penalty: 3533.656250
	Iteration 36Q: 3 clusters Score -6958016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -6958040.500000 Penalty: 3533.656250
	Iteration 37Q: 3 clusters Score -6958040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -6958079.500000 Penalty: 3533.656250
	Iteration 38Q: 3 clusters Score -6958080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -6958073.000000 Penalty: 3533.656250
	Iteration 39Q: 3 clusters Score -6958073 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -6958083.500000 Penalty: 3533.656250
	Iteration 40F: 3 clusters Score -6958084 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -6958087.500000 Penalty: 3533.656250
	Iteration 41Q: 3 clusters Score -6958088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6958069.000000 Penalty: 3533.656250
	Iteration 42Q: 3 clusters Score -6958069 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -6958076.500000 Penalty: 3533.656250
	Iteration 43Q: 3 clusters Score -6958076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -6958081.000000 Penalty: 3533.656250
	Iteration 44Q: 3 clusters Score -6958081 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -6958101.500000 Penalty: 3533.656250
	Iteration 45Q: 3 clusters Score -6958102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -6958112.000000 Penalty: 3533.656250
	Iteration 46Q: 3 clusters Score -6958112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -6958123.000000 Penalty: 3533.656250
	Iteration 47Q: 3 clusters Score -6958123 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -6958136.500000 Penalty: 3533.656250
	Iteration 48Q: 3 clusters Score -6958136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6958136.500000 Penalty: 3533.656250
	Iteration 49Q: 3 clusters Score -6958136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -6958148.500000 Penalty: 3533.656250
	Iteration 50Q: 3 clusters Score -6958148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -6958135.500000 Penalty: 3533.656250
	Iteration 51Q: 3 clusters Score -6958136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -6958144.000000 Penalty: 3533.656250
	Iteration 52Q: 3 clusters Score -6958144 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -6958169.500000 Penalty: 3533.656250
	Iteration 53Q: 3 clusters Score -6958170 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -6958180.500000 Penalty: 3533.656250
	Iteration 54Q: 3 clusters Score -6958180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -6958197.500000 Penalty: 3533.656250
	Iteration 55Q: 3 clusters Score -6958198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -6958202.000000 Penalty: 3533.656250
	Iteration 56Q: 3 clusters Score -6958202 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -6958211.000000 Penalty: 3533.656250
	Iteration 57Q: 3 clusters Score -6958211 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -6958217.500000 Penalty: 3533.656250
	Iteration 58Q: 3 clusters Score -6958218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -6958224.000000 Penalty: 3533.656250
	Iteration 59Q: 3 clusters Score -6958224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -6958235.500000 Penalty: 3533.656250
	Iteration 60F: 3 clusters Score -6958236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -6958253.000000 Penalty: 3533.656250
	Iteration 61Q: 3 clusters Score -6958253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -6958241.000000 Penalty: 3533.656250
	Iteration 62Q: 3 clusters Score -6958241 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -6958281.000000 Penalty: 3533.656250
	Iteration 63Q: 3 clusters Score -6958281 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6958285.000000 Penalty: 3533.656250
	Iteration 64Q: 3 clusters Score -6958285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -6958294.500000 Penalty: 3533.656250
	Iteration 65Q: 3 clusters Score -6958294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -6958312.000000 Penalty: 3533.656250
	Iteration 66Q: 3 clusters Score -6958312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -6958322.500000 Penalty: 3533.656250
	Iteration 67Q: 3 clusters Score -6958322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -6958334.500000 Penalty: 3533.656250
	Iteration 68Q: 3 clusters Score -6958334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -6958339.500000 Penalty: 3533.656250
	Iteration 69Q: 3 clusters Score -6958340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -6958344.000000 Penalty: 3533.656250
	Iteration 70Q: 3 clusters Score -6958344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6958350.500000 Penalty: 3533.656250
	Iteration 71Q: 3 clusters Score -6958350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6958356.500000 Penalty: 3533.656250
	Iteration 72Q: 3 clusters Score -6958356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6958364.500000 Penalty: 3533.656250
	Iteration 73Q: 3 clusters Score -6958364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -6958391.000000 Penalty: 3533.656250
	Iteration 74Q: 3 clusters Score -6958391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -6958392.500000 Penalty: 3533.656250
	Iteration 75Q: 3 clusters Score -6958392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -6958396.500000 Penalty: 3533.656250
	Iteration 76Q: 3 clusters Score -6958396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -6958403.000000 Penalty: 3533.656250
	Iteration 77Q: 3 clusters Score -6958403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -6958413.500000 Penalty: 3533.656250
	Iteration 78Q: 3 clusters Score -6958414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6958382.500000 Penalty: 3533.656250
	Iteration 79Q: 3 clusters Score -6958382 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -6958414.500000 Penalty: 3533.656250
	Iteration 80F: 3 clusters Score -6958414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -6958417.500000 Penalty: 3533.656250
	Iteration 81Q: 3 clusters Score -6958418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -6958419.500000 Penalty: 3533.656250
	Iteration 82Q: 3 clusters Score -6958420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -6958417.500000 Penalty: 3533.656250
	Iteration 83Q: 3 clusters Score -6958418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -6958444.500000 Penalty: 3533.656250
	Iteration 84Q: 3 clusters Score -6958444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -6958439.500000 Penalty: 3533.656250
	Iteration 85Q: 3 clusters Score -6958440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6958461.000000 Penalty: 3533.656250
	Iteration 86Q: 3 clusters Score -6958461 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -6958480.000000 Penalty: 3533.656250
	Iteration 87Q: 3 clusters Score -6958480 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -6958476.500000 Penalty: 3533.656250
	Iteration 88Q: 3 clusters Score -6958476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -6958486.000000 Penalty: 3533.656250
	Iteration 89Q: 3 clusters Score -6958486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6958501.500000 Penalty: 3533.656250
	Iteration 90Q: 3 clusters Score -6958502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6958512.000000 Penalty: 3533.656250
	Iteration 91Q: 3 clusters Score -6958512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6958519.500000 Penalty: 3533.656250
	Iteration 92Q: 3 clusters Score -6958520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6958517.500000 Penalty: 3533.656250
	Iteration 93Q: 3 clusters Score -6958518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6958500.000000 Penalty: 3533.656250
	Iteration 94Q: 3 clusters Score -6958500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -6958523.000000 Penalty: 3533.656250
	Iteration 95Q: 3 clusters Score -6958523 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -6958539.500000 Penalty: 3533.656250
	Iteration 96Q: 3 clusters Score -6958540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6958562.500000 Penalty: 3533.656250
	Iteration 97Q: 3 clusters Score -6958562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6958573.000000 Penalty: 3533.656250
	Iteration 98Q: 3 clusters Score -6958573 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -6958595.500000 Penalty: 3533.656250
	Iteration 99Q: 3 clusters Score -6958596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -6958601.500000 Penalty: 3533.656250
	Iteration 100F: 3 clusters Score -6958602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -6958612.500000 Penalty: 3533.656250
	Iteration 101Q: 3 clusters Score -6958612 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6958628.500000 Penalty: 3533.656250
	Iteration 102Q: 3 clusters Score -6958628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6958649.000000 Penalty: 3533.656250
	Iteration 103Q: 3 clusters Score -6958649 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6958652.500000 Penalty: 3533.656250
	Iteration 104Q: 3 clusters Score -6958652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6958653.000000 Penalty: 3533.656250
	Iteration 105Q: 3 clusters Score -6958653 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -6958646.000000 Penalty: 3533.656250
	Iteration 106Q: 3 clusters Score -6958646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6958658.500000 Penalty: 3533.656250
	Iteration 107Q: 3 clusters Score -6958658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6958682.500000 Penalty: 3533.656250
	Iteration 108Q: 3 clusters Score -6958682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6958701.500000 Penalty: 3533.656250
	Iteration 109Q: 3 clusters Score -6958702 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -6958713.000000 Penalty: 3533.656250
	Iteration 110Q: 3 clusters Score -6958713 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6958717.500000 Penalty: 3533.656250
	Iteration 111Q: 3 clusters Score -6958718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -6958734.000000 Penalty: 3533.656250
	Iteration 112Q: 3 clusters Score -6958734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6958742.000000 Penalty: 3533.656250
	Iteration 113Q: 3 clusters Score -6958742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6958764.000000 Penalty: 3533.656250
	Iteration 114Q: 3 clusters Score -6958764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6958776.000000 Penalty: 3533.656250
	Iteration 115Q: 3 clusters Score -6958776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -6958794.000000 Penalty: 3533.656250
	Iteration 116Q: 3 clusters Score -6958794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -6958813.500000 Penalty: 3533.656250
	Iteration 117Q: 3 clusters Score -6958814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -6958821.000000 Penalty: 3533.656250
	Iteration 118Q: 3 clusters Score -6958821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -6958844.000000 Penalty: 3533.656250
	Iteration 119Q: 3 clusters Score -6958844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6958845.000000 Penalty: 3533.656250
	Iteration 120F: 3 clusters Score -6958845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6958877.500000 Penalty: 3533.656250
	Iteration 121Q: 3 clusters Score -6958878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6958901.000000 Penalty: 3533.656250
	Iteration 122Q: 3 clusters Score -6958901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -6958902.500000 Penalty: 3533.656250
	Iteration 123Q: 3 clusters Score -6958902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6958891.500000 Penalty: 3533.656250
	Iteration 124Q: 3 clusters Score -6958892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6958905.000000 Penalty: 3533.656250
	Iteration 125Q: 3 clusters Score -6958905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -6958887.500000 Penalty: 3533.656250
	Iteration 126Q: 3 clusters Score -6958888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -6958900.000000 Penalty: 3533.656250
	Iteration 127Q: 3 clusters Score -6958900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -6958893.000000 Penalty: 3533.656250
	Iteration 128Q: 3 clusters Score -6958893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -6958903.000000 Penalty: 3533.656250
	Iteration 129Q: 3 clusters Score -6958903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -6958909.500000 Penalty: 3533.656250
	Iteration 130Q: 3 clusters Score -6958910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -6958909.500000 Penalty: 3533.656250
	Iteration 131Q: 3 clusters Score -6958910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6958913.500000 Penalty: 3533.656250
	Iteration 132Q: 3 clusters Score -6958914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6958914.000000 Penalty: 3533.656250
	Iteration 133Q: 3 clusters Score -6958914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6958904.500000 Penalty: 3533.656250
	Iteration 134Q: 3 clusters Score -6958904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -6958903.000000 Penalty: 3533.656250
	Iteration 135Q: 3 clusters Score -6958903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -6958912.500000 Penalty: 3533.656250
	Iteration 136Q: 3 clusters Score -6958912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -6958923.000000 Penalty: 3533.656250
	Iteration 137Q: 3 clusters Score -6958923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6958926.000000 Penalty: 3533.656250
	Iteration 138Q: 3 clusters Score -6958926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6958922.500000 Penalty: 3533.656250
	Iteration 139Q: 3 clusters Score -6958922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -6958930.500000 Penalty: 3533.656250
	Iteration 140F: 3 clusters Score -6958930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6958931.500000 Penalty: 3533.656250
	Iteration 141Q: 3 clusters Score -6958932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6958927.500000 Penalty: 3533.656250
	Iteration 142Q: 3 clusters Score -6958928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6958927.500000 Penalty: 3533.656250
	Iteration 143F: 3 clusters Score -6958928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Entering Unmasked Estep 
Score: -1709351.000000 Penalty: 1546.849609
	Iteration 0F: 2 clusters Score -1709351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1699846.875000 Penalty: 3093.699219
	Iteration 0F: 3 clusters Score -1699847 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1703088.500000 Penalty: 3093.699219
	Iteration 1F: 3 clusters Score -1703088 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1703301.625000 Penalty: 3093.699219
	Iteration 2Q: 3 clusters Score -1703302 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1703471.625000 Penalty: 3093.699219
	Iteration 3Q: 3 clusters Score -1703472 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1703664.250000 Penalty: 3093.699219
	Iteration 4Q: 3 clusters Score -1703664 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1703851.375000 Penalty: 3093.699219
	Iteration 5Q: 3 clusters Score -1703851 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1704042.125000 Penalty: 3093.699219
	Iteration 6Q: 3 clusters Score -1704042 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1704285.625000 Penalty: 3093.699219
	Iteration 7Q: 3 clusters Score -1704286 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1704599.875000 Penalty: 3093.699219
	Iteration 8Q: 3 clusters Score -1704600 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1705041.500000 Penalty: 3093.699219
	Iteration 9F: 3 clusters Score -1705042 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1705647.000000 Penalty: 3093.699219
	Iteration 10F: 3 clusters Score -1705647 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1706281.000000 Penalty: 3093.699219
	Iteration 11F: 3 clusters Score -1706281 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1706832.875000 Penalty: 3093.699219
	Iteration 12Q: 3 clusters Score -1706833 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1707277.125000 Penalty: 3093.699219
	Iteration 13Q: 3 clusters Score -1707277 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1707552.250000 Penalty: 3093.699219
	Iteration 14Q: 3 clusters Score -1707552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1707729.000000 Penalty: 3093.699219
	Iteration 15Q: 3 clusters Score -1707729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1707858.500000 Penalty: 3093.699219
	Iteration 16Q: 3 clusters Score -1707858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1707929.875000 Penalty: 3093.699219
	Iteration 17Q: 3 clusters Score -1707930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1707986.375000 Penalty: 3093.699219
	Iteration 18Q: 3 clusters Score -1707986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1708036.500000 Penalty: 3093.699219
	Iteration 19Q: 3 clusters Score -1708036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1708072.875000 Penalty: 3093.699219
	Iteration 20F: 3 clusters Score -1708073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1708090.125000 Penalty: 3093.699219
	Iteration 21Q: 3 clusters Score -1708090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1708108.250000 Penalty: 3093.699219
	Iteration 22Q: 3 clusters Score -1708108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1708119.000000 Penalty: 3093.699219
	Iteration 23Q: 3 clusters Score -1708119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1708122.375000 Penalty: 3093.699219
	Iteration 24Q: 3 clusters Score -1708122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1708126.750000 Penalty: 3093.699219
	Iteration 25Q: 3 clusters Score -1708127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1708128.000000 Penalty: 3093.699219
	Iteration 26Q: 3 clusters Score -1708128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1708127.750000 Penalty: 3093.699219
	Iteration 27Q: 3 clusters Score -1708128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1708128.625000 Penalty: 3093.699219
	Iteration 28Q: 3 clusters Score -1708129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1708129.000000 Penalty: 3093.699219
	Iteration 29Q: 3 clusters Score -1708129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1708130.625000 Penalty: 3093.699219
	Iteration 30Q: 3 clusters Score -1708131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1708131.875000 Penalty: 3093.699219
	Iteration 31Q: 3 clusters Score -1708132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1708132.125000 Penalty: 3093.699219
	Iteration 32Q: 3 clusters Score -1708132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1708133.375000 Penalty: 3093.699219
	Iteration 33Q: 3 clusters Score -1708133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1708133.375000 Penalty: 3093.699219
	Iteration 34F: 3 clusters Score -1708133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Entering Unmasked Estep 
Score: -7510908.500000 Penalty: 1777.656738
	Iteration 0F: 2 clusters Score -7510908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -7473573.000000 Penalty: 3555.313477
	Iteration 0F: 3 clusters Score -7473573 nChanged 26669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -7488694.500000 Penalty: 3555.313477
	Iteration 1F: 3 clusters Score -7488694 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -7489251.500000 Penalty: 3555.313477
	Iteration 2Q: 3 clusters Score -7489252 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -7489944.000000 Penalty: 3555.313477
	Iteration 3Q: 3 clusters Score -7489944 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -7491052.000000 Penalty: 3555.313477
	Iteration 4Q: 3 clusters Score -7491052 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -7492982.500000 Penalty: 3555.313477
	Iteration 5F: 3 clusters Score -7492982 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -7496021.500000 Penalty: 3555.313477
	Iteration 6F: 3 clusters Score -7496022 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -7500050.500000 Penalty: 3555.313477
	Iteration 7F: 3 clusters Score -7500050 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -7503334.500000 Penalty: 3555.313477
	Iteration 8F: 3 clusters Score -7503334 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -7505128.000000 Penalty: 3555.313477
	Iteration 9Q: 3 clusters Score -7505128 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -7506160.000000 Penalty: 3555.313477
	Iteration 10Q: 3 clusters Score -7506160 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -7507064.000000 Penalty: 3555.313477
	Iteration 11Q: 3 clusters Score -7507064 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -7507737.000000 Penalty: 3555.313477
	Iteration 12Q: 3 clusters Score -7507737 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -7508285.500000 Penalty: 3555.313477
	Iteration 13Q: 3 clusters Score -7508286 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -7508594.500000 Penalty: 3555.313477
	Iteration 14Q: 3 clusters Score -7508594 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -7508783.000000 Penalty: 3555.313477
	Iteration 15Q: 3 clusters Score -7508783 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -7508882.000000 Penalty: 3555.313477
	Iteration 16Q: 3 clusters Score -7508882 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7508952.500000 Penalty: 3555.313477
	Iteration 17Q: 3 clusters Score -7508952 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -7508960.000000 Penalty: 3555.313477
	Iteration 18Q: 3 clusters Score -7508960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -7508978.500000 Penalty: 3555.313477
	Iteration 19Q: 3 clusters Score -7508978 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -7508992.500000 Penalty: 3555.313477
	Iteration 20F: 3 clusters Score -7508992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -7508986.500000 Penalty: 3555.313477
	Iteration 21Q: 3 clusters Score -7508986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -7508997.500000 Penalty: 3555.313477
	Iteration 22Q: 3 clusters Score -7508998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -7509000.000000 Penalty: 3555.313477
	Iteration 23Q: 3 clusters Score -7509000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -7508994.500000 Penalty: 3555.313477
	Iteration 24Q: 3 clusters Score -7508994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -7508999.000000 Penalty: 3555.313477
	Iteration 25Q: 3 clusters Score -7508999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -7509011.000000 Penalty: 3555.313477
	Iteration 26Q: 3 clusters Score -7509011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -7509010.000000 Penalty: 3555.313477
	Iteration 27Q: 3 clusters Score -7509010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -7509007.000000 Penalty: 3555.313477
	Iteration 28Q: 3 clusters Score -7509007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -7509009.000000 Penalty: 3555.313477
	Iteration 29Q: 3 clusters Score -7509009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -7509009.000000 Penalty: 3555.313477
	Iteration 30F: 3 clusters Score -7509009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Entering Unmasked Estep 
Score: -6750486.500000 Penalty: 1762.897217
	Iteration 0F: 2 clusters Score -6750486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6716327.500000 Penalty: 3525.794434
	Iteration 0F: 3 clusters Score -6716328 nChanged 24180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -6729778.000000 Penalty: 3525.794434
	Iteration 1F: 3 clusters Score -6729778 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -6730163.500000 Penalty: 3525.794434
	Iteration 2Q: 3 clusters Score -6730164 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6730507.000000 Penalty: 3525.794434
	Iteration 3Q: 3 clusters Score -6730507 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6730797.500000 Penalty: 3525.794434
	Iteration 4Q: 3 clusters Score -6730798 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -6731095.500000 Penalty: 3525.794434
	Iteration 5Q: 3 clusters Score -6731096 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -6731402.000000 Penalty: 3525.794434
	Iteration 6Q: 3 clusters Score -6731402 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6731794.000000 Penalty: 3525.794434
	Iteration 7Q: 3 clusters Score -6731794 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -6732311.000000 Penalty: 3525.794434
	Iteration 8Q: 3 clusters Score -6732311 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6733138.000000 Penalty: 3525.794434
	Iteration 9Q: 3 clusters Score -6733138 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -6734316.500000 Penalty: 3525.794434
	Iteration 10Q: 3 clusters Score -6734316 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -6735854.500000 Penalty: 3525.794434
	Iteration 11Q: 3 clusters Score -6735854 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -6737855.000000 Penalty: 3525.794434
	Iteration 12F: 3 clusters Score -6737855 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -6740136.500000 Penalty: 3525.794434
	Iteration 13F: 3 clusters Score -6740136 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -6741870.000000 Penalty: 3525.794434
	Iteration 14F: 3 clusters Score -6741870 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -6742717.500000 Penalty: 3525.794434
	Iteration 15Q: 3 clusters Score -6742718 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -6743128.500000 Penalty: 3525.794434
	Iteration 16Q: 3 clusters Score -6743128 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -6743389.000000 Penalty: 3525.794434
	Iteration 17Q: 3 clusters Score -6743389 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -6743571.000000 Penalty: 3525.794434
	Iteration 18Q: 3 clusters Score -6743571 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6743752.500000 Penalty: 3525.794434
	Iteration 19Q: 3 clusters Score -6743752 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6743900.000000 Penalty: 3525.794434
	Iteration 20F: 3 clusters Score -6743900 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -6744007.500000 Penalty: 3525.794434
	Iteration 21Q: 3 clusters Score -6744008 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6744089.500000 Penalty: 3525.794434
	Iteration 22Q: 3 clusters Score -6744090 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -6744177.000000 Penalty: 3525.794434
	Iteration 23Q: 3 clusters Score -6744177 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -6744247.500000 Penalty: 3525.794434
	Iteration 24Q: 3 clusters Score -6744248 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -6744356.000000 Penalty: 3525.794434
	Iteration 25Q: 3 clusters Score -6744356 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -6744457.500000 Penalty: 3525.794434
	Iteration 26Q: 3 clusters Score -6744458 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6744527.000000 Penalty: 3525.794434
	Iteration 27Q: 3 clusters Score -6744527 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -6744616.500000 Penalty: 3525.794434
	Iteration 28Q: 3 clusters Score -6744616 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6744680.000000 Penalty: 3525.794434
	Iteration 29Q: 3 clusters Score -6744680 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -6744763.500000 Penalty: 3525.794434
	Iteration 30Q: 3 clusters Score -6744764 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6744919.500000 Penalty: 3525.794434
	Iteration 31Q: 3 clusters Score -6744920 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -6745015.000000 Penalty: 3525.794434
	Iteration 32Q: 3 clusters Score -6745015 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -6745125.000000 Penalty: 3525.794434
	Iteration 33Q: 3 clusters Score -6745125 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -6745249.000000 Penalty: 3525.794434
	Iteration 34Q: 3 clusters Score -6745249 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -6745334.000000 Penalty: 3525.794434
	Iteration 35Q: 3 clusters Score -6745334 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -6745480.000000 Penalty: 3525.794434
	Iteration 36Q: 3 clusters Score -6745480 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -6745630.000000 Penalty: 3525.794434
	Iteration 37Q: 3 clusters Score -6745630 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -6745856.000000 Penalty: 3525.794434
	Iteration 38Q: 3 clusters Score -6745856 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -6746074.000000 Penalty: 3525.794434
	Iteration 39Q: 3 clusters Score -6746074 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -6746285.000000 Penalty: 3525.794434
	Iteration 40F: 3 clusters Score -6746285 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -6746542.500000 Penalty: 3525.794434
	Iteration 41Q: 3 clusters Score -6746542 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -6746834.500000 Penalty: 3525.794434
	Iteration 42Q: 3 clusters Score -6746834 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6747101.000000 Penalty: 3525.794434
	Iteration 43Q: 3 clusters Score -6747101 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6747328.500000 Penalty: 3525.794434
	Iteration 44Q: 3 clusters Score -6747328 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6747588.000000 Penalty: 3525.794434
	Iteration 45Q: 3 clusters Score -6747588 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6747865.000000 Penalty: 3525.794434
	Iteration 46Q: 3 clusters Score -6747865 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6748082.500000 Penalty: 3525.794434
	Iteration 47Q: 3 clusters Score -6748082 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6748251.000000 Penalty: 3525.794434
	Iteration 48Q: 3 clusters Score -6748251 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6748422.500000 Penalty: 3525.794434
	Iteration 49Q: 3 clusters Score -6748422 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6748538.000000 Penalty: 3525.794434
	Iteration 50Q: 3 clusters Score -6748538 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6748626.000000 Penalty: 3525.794434
	Iteration 51Q: 3 clusters Score -6748626 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6748700.500000 Penalty: 3525.794434
	Iteration 52Q: 3 clusters Score -6748700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6748762.500000 Penalty: 3525.794434
	Iteration 53Q: 3 clusters Score -6748762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6748814.500000 Penalty: 3525.794434
	Iteration 54Q: 3 clusters Score -6748814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6748837.500000 Penalty: 3525.794434
	Iteration 55Q: 3 clusters Score -6748838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6748874.500000 Penalty: 3525.794434
	Iteration 56Q: 3 clusters Score -6748874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6748903.500000 Penalty: 3525.794434
	Iteration 57Q: 3 clusters Score -6748904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6748920.500000 Penalty: 3525.794434
	Iteration 58Q: 3 clusters Score -6748920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6748940.500000 Penalty: 3525.794434
	Iteration 59Q: 3 clusters Score -6748940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6748954.500000 Penalty: 3525.794434
	Iteration 60F: 3 clusters Score -6748954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6748961.000000 Penalty: 3525.794434
	Iteration 61Q: 3 clusters Score -6748961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6748970.500000 Penalty: 3525.794434
	Iteration 62Q: 3 clusters Score -6748970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6748980.500000 Penalty: 3525.794434
	Iteration 63Q: 3 clusters Score -6748980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6748986.500000 Penalty: 3525.794434
	Iteration 64Q: 3 clusters Score -6748986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6748989.000000 Penalty: 3525.794434
	Iteration 65Q: 3 clusters Score -6748989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6748988.500000 Penalty: 3525.794434
	Iteration 66Q: 3 clusters Score -6748988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6748995.500000 Penalty: 3525.794434
	Iteration 67Q: 3 clusters Score -6748996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6749003.000000 Penalty: 3525.794434
	Iteration 68Q: 3 clusters Score -6749003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6748996.000000 Penalty: 3525.794434
	Iteration 69Q: 3 clusters Score -6748996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6749004.000000 Penalty: 3525.794434
	Iteration 70Q: 3 clusters Score -6749004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6749001.500000 Penalty: 3525.794434
	Iteration 71Q: 3 clusters Score -6749002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6749007.000000 Penalty: 3525.794434
	Iteration 72Q: 3 clusters Score -6749007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6749007.000000 Penalty: 3525.794434
	Iteration 73F: 3 clusters Score -6749007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Entering Unmasked Estep 
Score: -8746089.000000 Penalty: 1804.733765
	Iteration 0F: 2 clusters Score -8746089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -8702557.000000 Penalty: 3609.467529
	Iteration 0F: 3 clusters Score -8702557 nChanged 31443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -8720887.000000 Penalty: 3609.467529
	Iteration 1F: 3 clusters Score -8720887 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -8722074.000000 Penalty: 3609.467529
	Iteration 2Q: 3 clusters Score -8722074 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -8723961.000000 Penalty: 3609.467529
	Iteration 3F: 3 clusters Score -8723961 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8726419.000000 Penalty: 3609.467529
	Iteration 4F: 3 clusters Score -8726419 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8729303.000000 Penalty: 3609.467529
	Iteration 5F: 3 clusters Score -8729303 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8732419.000000 Penalty: 3609.467529
	Iteration 6F: 3 clusters Score -8732419 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8735595.000000 Penalty: 3609.467529
	Iteration 7F: 3 clusters Score -8735595 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -8738001.000000 Penalty: 3609.467529
	Iteration 8F: 3 clusters Score -8738001 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -8739319.000000 Penalty: 3609.467529
	Iteration 9Q: 3 clusters Score -8739319 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -8739837.000000 Penalty: 3609.467529
	Iteration 10Q: 3 clusters Score -8739837 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -8740096.000000 Penalty: 3609.467529
	Iteration 11Q: 3 clusters Score -8740096 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -8740264.000000 Penalty: 3609.467529
	Iteration 12Q: 3 clusters Score -8740264 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -8740427.000000 Penalty: 3609.467529
	Iteration 13Q: 3 clusters Score -8740427 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -8740603.000000 Penalty: 3609.467529
	Iteration 14Q: 3 clusters Score -8740603 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -8740713.000000 Penalty: 3609.467529
	Iteration 15Q: 3 clusters Score -8740713 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8740795 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8740921 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8740987 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8741062 nChanged 494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8741162 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8741232 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8741319 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8741366 nChanged 406
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Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8741413 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8741474 nChanged 427
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Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8741535 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8741627 nChanged 417
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Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8741715 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8741760 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8741808 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8741868 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -8741905.000000 Penalty: 3609.467529
	Iteration 32Q: 3 clusters Score -8741905 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -8741942.000000 Penalty: 3609.467529
	Iteration 33Q: 3 clusters Score -8741942 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -8742005.000000 Penalty: 3609.467529
	Iteration 34Q: 3 clusters Score -8742005 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8742034 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -8742054.000000 Penalty: 3609.467529
	Iteration 36Q: 3 clusters Score -8742054 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8742072 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -8742101.000000 Penalty: 3609.467529
	Iteration 38Q: 3 clusters Score -8742101 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8742119 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -8742128.000000 Penalty: 3609.467529
	Iteration 40F: 3 clusters Score -8742128 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -8742157.000000 Penalty: 3609.467529
	Iteration 41Q: 3 clusters Score -8742157 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -8742145.000000 Penalty: 3609.467529
	Iteration 42Q: 3 clusters Score -8742145 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -8742155.000000 Penalty: 3609.467529
	Iteration 43Q: 3 clusters Score -8742155 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8742145 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -8742148.000000 Penalty: 3609.467529
	Iteration 45Q: 3 clusters Score -8742148 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -8742138.000000 Penalty: 3609.467529
	Iteration 46Q: 3 clusters Score -8742138 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -8742163.000000 Penalty: 3609.467529
	Iteration 47Q: 3 clusters Score -8742163 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -8742173.000000 Penalty: 3609.467529
	Iteration 48Q: 3 clusters Score -8742173 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8742178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8742165 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8742162 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8742168 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8742177 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -8742195.000000 Penalty: 3609.467529
	Iteration 54Q: 3 clusters Score -8742195 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8742187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -8742197.000000 Penalty: 3609.467529
	Iteration 56Q: 3 clusters Score -8742197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -8742199.000000 Penalty: 3609.467529
	Iteration 57Q: 3 clusters Score -8742199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -8742210.000000 Penalty: 3609.467529
	Iteration 58Q: 3 clusters Score -8742210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -8742215.000000 Penalty: 3609.467529
	Iteration 59Q: 3 clusters Score -8742215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -8742213.000000 Penalty: 3609.467529
	Iteration 60F: 3 clusters Score -8742213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -8742217.000000 Penalty: 3609.467529
	Iteration 61Q: 3 clusters Score -8742217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -8742227.000000 Penalty: 3609.467529
	Iteration 62Q: 3 clusters Score -8742227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -8742221.000000 Penalty: 3609.467529
	Iteration 63Q: 3 clusters Score -8742221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -8742223.000000 Penalty: 3609.467529
	Iteration 64Q: 3 clusters Score -8742223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -8742229.000000 Penalty: 3609.467529
	Iteration 65Q: 3 clusters Score -8742229 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8742227 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -8742235.000000 Penalty: 3609.467529
	Iteration 67Q: 3 clusters Score -8742235 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -8742230.000000 Penalty: 3609.467529
	Iteration 68Q: 3 clusters Score -8742230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -8742240.000000 Penalty: 3609.467529
	Iteration 69Q: 3 clusters Score -8742240 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -8742244.000000 Penalty: 3609.467529
	Iteration 70Q: 3 clusters Score -8742244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -8742231.000000 Penalty: 3609.467529
	Iteration 71Q: 3 clusters Score -8742231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -8742228.000000 Penalty: 3609.467529
	Iteration 72Q: 3 clusters Score -8742228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -8742242.000000 Penalty: 3609.467529
	Iteration 73Q: 3 clusters Score -8742242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -8742241.000000 Penalty: 3609.467529
	Iteration 74Q: 3 clusters Score -8742241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -8742233.000000 Penalty: 3609.467529
	Iteration 75Q: 3 clusters Score -8742233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -8742226.000000 Penalty: 3609.467529
	Iteration 76Q: 3 clusters Score -8742226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -8742218.000000 Penalty: 3609.467529
	Iteration 77Q: 3 clusters Score -8742218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -8742220.000000 Penalty: 3609.467529
	Iteration 78Q: 3 clusters Score -8742220 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -8742216.000000 Penalty: 3609.467529
	Iteration 79Q: 3 clusters Score -8742216 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -8742215.000000 Penalty: 3609.467529
	Iteration 80F: 3 clusters Score -8742215 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -8742210.000000 Penalty: 3609.467529
	Iteration 81Q: 3 clusters Score -8742210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -8742204.000000 Penalty: 3609.467529
	Iteration 82Q: 3 clusters Score -8742204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -8742214.000000 Penalty: 3609.467529
	Iteration 83Q: 3 clusters Score -8742214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -8742211.000000 Penalty: 3609.467529
	Iteration 84Q: 3 clusters Score -8742211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -8742210.000000 Penalty: 3609.467529
	Iteration 85Q: 3 clusters Score -8742210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -8742211.000000 Penalty: 3609.467529
	Iteration 86Q: 3 clusters Score -8742211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -8742208.000000 Penalty: 3609.467529
	Iteration 87Q: 3 clusters Score -8742208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -8742216.000000 Penalty: 3609.467529
	Iteration 88Q: 3 clusters Score -8742216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -8742210.000000 Penalty: 3609.467529
	Iteration 89Q: 3 clusters Score -8742210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -8742207.000000 Penalty: 3609.467529
	Iteration 90Q: 3 clusters Score -8742207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -8742212.000000 Penalty: 3609.467529
	Iteration 91Q: 3 clusters Score -8742212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -8742196.000000 Penalty: 3609.467529
	Iteration 92Q: 3 clusters Score -8742196 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -8742203.000000 Penalty: 3609.467529
	Iteration 93Q: 3 clusters Score -8742203 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8742204 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8742207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -8742202.000000 Penalty: 3609.467529
	Iteration 96Q: 3 clusters Score -8742202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -8742199.000000 Penalty: 3609.467529
	Iteration 97Q: 3 clusters Score -8742199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -8742202.000000 Penalty: 3609.467529
	Iteration 98Q: 3 clusters Score -8742202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -8742195.000000 Penalty: 3609.467529
	Iteration 99Q: 3 clusters Score -8742195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -8742194.000000 Penalty: 3609.467529
	Iteration 100F: 3 clusters Score -8742194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -8742191.000000 Penalty: 3609.467529
	Iteration 101Q: 3 clusters Score -8742191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -8742187.000000 Penalty: 3609.467529
	Iteration 102Q: 3 clusters Score -8742187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -8742183.000000 Penalty: 3609.467529
	Iteration 103Q: 3 clusters Score -8742183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8742188 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
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	Iteration 105F: 3 clusters Score -8742188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1495534.500000 Penalty: 1522.831055
	Iteration 0F: 2 clusters Score -1495534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1487281 nChanged 5133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1490079 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1490367.000000 Penalty: 3045.662109
	Iteration 2F: 3 clusters Score -1490367 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1490648.875000 Penalty: 3045.662109
	Iteration 3F: 3 clusters Score -1490649 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1490985.625000 Penalty: 3045.662109
	Iteration 4F: 3 clusters Score -1490986 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1491367.500000 Penalty: 3045.662109
	Iteration 5F: 3 clusters Score -1491368 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1491748.625000 Penalty: 3045.662109
	Iteration 6Q: 3 clusters Score -1491749 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1492095.000000 Penalty: 3045.662109
	Iteration 7Q: 3 clusters Score -1492095 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1492403.375000 Penalty: 3045.662109
	Iteration 8Q: 3 clusters Score -1492403 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1492664.500000 Penalty: 3045.662109
	Iteration 9Q: 3 clusters Score -1492664 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1492947.750000 Penalty: 3045.662109
	Iteration 10Q: 3 clusters Score -1492948 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1493262.875000 Penalty: 3045.662109
	Iteration 11Q: 3 clusters Score -1493263 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1493599.125000 Penalty: 3045.662109
	Iteration 12Q: 3 clusters Score -1493599 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1493898.500000 Penalty: 3045.662109
	Iteration 13Q: 3 clusters Score -1493898 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1494179.375000 Penalty: 3045.662109
	Iteration 14Q: 3 clusters Score -1494179 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1494430.500000 Penalty: 3045.662109
	Iteration 15Q: 3 clusters Score -1494430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1494580.500000 Penalty: 3045.662109
	Iteration 16Q: 3 clusters Score -1494580 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1494689.000000 Penalty: 3045.662109
	Iteration 17Q: 3 clusters Score -1494689 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1494782.125000 Penalty: 3045.662109
	Iteration 18Q: 3 clusters Score -1494782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1494828.875000 Penalty: 3045.662109
	Iteration 19Q: 3 clusters Score -1494829 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1494864.125000 Penalty: 3045.662109
	Iteration 20F: 3 clusters Score -1494864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1494885.125000 Penalty: 3045.662109
	Iteration 21Q: 3 clusters Score -1494885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1494909.000000 Penalty: 3045.662109
	Iteration 22Q: 3 clusters Score -1494909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1494926.250000 Penalty: 3045.662109
	Iteration 23Q: 3 clusters Score -1494926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1494938.875000 Penalty: 3045.662109
	Iteration 24Q: 3 clusters Score -1494939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1494949.375000 Penalty: 3045.662109
	Iteration 25Q: 3 clusters Score -1494949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1494952.500000 Penalty: 3045.662109
	Iteration 26Q: 3 clusters Score -1494952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1494959.500000 Penalty: 3045.662109
	Iteration 27Q: 3 clusters Score -1494960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1494961.125000 Penalty: 3045.662109
	Iteration 28Q: 3 clusters Score -1494961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1494967.125000 Penalty: 3045.662109
	Iteration 29Q: 3 clusters Score -1494967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1494970.375000 Penalty: 3045.662109
	Iteration 30Q: 3 clusters Score -1494970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1494969.375000 Penalty: 3045.662109
	Iteration 31Q: 3 clusters Score -1494969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1494973.250000 Penalty: 3045.662109
	Iteration 32Q: 3 clusters Score -1494973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1494975.875000 Penalty: 3045.662109
	Iteration 33Q: 3 clusters Score -1494976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1494979.250000 Penalty: 3045.662109
	Iteration 34Q: 3 clusters Score -1494979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1494979.875000 Penalty: 3045.662109
	Iteration 35Q: 3 clusters Score -1494980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1494981.000000 Penalty: 3045.662109
	Iteration 36Q: 3 clusters Score -1494981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1494983.500000 Penalty: 3045.662109
	Iteration 37Q: 3 clusters Score -1494984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1494982.000000 Penalty: 3045.662109
	Iteration 38Q: 3 clusters Score -1494982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1494986.500000 Penalty: 3045.662109
	Iteration 39Q: 3 clusters Score -1494986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1494991.875000 Penalty: 3045.662109
	Iteration 40F: 3 clusters Score -1494992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1494991.875000 Penalty: 3045.662109
	Iteration 41Q: 3 clusters Score -1494992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1494991.125000 Penalty: 3045.662109
	Iteration 42Q: 3 clusters Score -1494991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1494989.625000 Penalty: 3045.662109
	Iteration 43Q: 3 clusters Score -1494990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1494987.750000 Penalty: 3045.662109
	Iteration 44Q: 3 clusters Score -1494988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1494991.750000 Penalty: 3045.662109
	Iteration 45Q: 3 clusters Score -1494992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1494994.875000 Penalty: 3045.662109
	Iteration 46Q: 3 clusters Score -1494995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1494997.500000 Penalty: 3045.662109
	Iteration 47Q: 3 clusters Score -1494998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1495002.750000 Penalty: 3045.662109
	Iteration 48Q: 3 clusters Score -1495003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1495007.000000 Penalty: 3045.662109
	Iteration 49Q: 3 clusters Score -1495007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1495011.500000 Penalty: 3045.662109
	Iteration 50Q: 3 clusters Score -1495012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1495013.375000 Penalty: 3045.662109
	Iteration 51Q: 3 clusters Score -1495013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1495019.875000 Penalty: 3045.662109
	Iteration 52Q: 3 clusters Score -1495020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1495024.500000 Penalty: 3045.662109
	Iteration 53Q: 3 clusters Score -1495024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1495034.625000 Penalty: 3045.662109
	Iteration 54Q: 3 clusters Score -1495035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1495038.500000 Penalty: 3045.662109
	Iteration 55Q: 3 clusters Score -1495038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1495043.125000 Penalty: 3045.662109
	Iteration 56Q: 3 clusters Score -1495043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1495047.500000 Penalty: 3045.662109
	Iteration 57Q: 3 clusters Score -1495048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1495049.125000 Penalty: 3045.662109
	Iteration 58Q: 3 clusters Score -1495049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1495060.250000 Penalty: 3045.662109
	Iteration 59Q: 3 clusters Score -1495060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1495066.125000 Penalty: 3045.662109
	Iteration 60F: 3 clusters Score -1495066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1495070.500000 Penalty: 3045.662109
	Iteration 61Q: 3 clusters Score -1495070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1495073.250000 Penalty: 3045.662109
	Iteration 62Q: 3 clusters Score -1495073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1495084.625000 Penalty: 3045.662109
	Iteration 63Q: 3 clusters Score -1495085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1495089.375000 Penalty: 3045.662109
	Iteration 64Q: 3 clusters Score -1495089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1495100.250000 Penalty: 3045.662109
	Iteration 65Q: 3 clusters Score -1495100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1495111.250000 Penalty: 3045.662109
	Iteration 66Q: 3 clusters Score -1495111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1495119.875000 Penalty: 3045.662109
	Iteration 67Q: 3 clusters Score -1495120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1495138.250000 Penalty: 3045.662109
	Iteration 68Q: 3 clusters Score -1495138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1495152.875000 Penalty: 3045.662109
	Iteration 69Q: 3 clusters Score -1495153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1495167.375000 Penalty: 3045.662109
	Iteration 70Q: 3 clusters Score -1495167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1495177.500000 Penalty: 3045.662109
	Iteration 71Q: 3 clusters Score -1495178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1495192.250000 Penalty: 3045.662109
	Iteration 72Q: 3 clusters Score -1495192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1495199.500000 Penalty: 3045.662109
	Iteration 73Q: 3 clusters Score -1495200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1495214.125000 Penalty: 3045.662109
	Iteration 74Q: 3 clusters Score -1495214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1495229.500000 Penalty: 3045.662109
	Iteration 75Q: 3 clusters Score -1495230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1495236.000000 Penalty: 3045.662109
	Iteration 76Q: 3 clusters Score -1495236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1495240.750000 Penalty: 3045.662109
	Iteration 77Q: 3 clusters Score -1495241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1495242.500000 Penalty: 3045.662109
	Iteration 78Q: 3 clusters Score -1495242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1495244.875000 Penalty: 3045.662109
	Iteration 79Q: 3 clusters Score -1495245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1495251.375000 Penalty: 3045.662109
	Iteration 80F: 3 clusters Score -1495251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1495256.125000 Penalty: 3045.662109
	Iteration 81Q: 3 clusters Score -1495256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1495253.375000 Penalty: 3045.662109
	Iteration 82Q: 3 clusters Score -1495253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1495259.875000 Penalty: 3045.662109
	Iteration 83Q: 3 clusters Score -1495260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1495267.625000 Penalty: 3045.662109
	Iteration 84Q: 3 clusters Score -1495268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1495272.375000 Penalty: 3045.662109
	Iteration 85Q: 3 clusters Score -1495272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1495281.000000 Penalty: 3045.662109
	Iteration 86Q: 3 clusters Score -1495281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1495280.500000 Penalty: 3045.662109
	Iteration 87Q: 3 clusters Score -1495280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1495284.250000 Penalty: 3045.662109
	Iteration 88Q: 3 clusters Score -1495284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1495286.000000 Penalty: 3045.662109
	Iteration 89Q: 3 clusters Score -1495286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1495288.625000 Penalty: 3045.662109
	Iteration 90Q: 3 clusters Score -1495289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1495287.500000 Penalty: 3045.662109
	Iteration 91Q: 3 clusters Score -1495288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1495289.875000 Penalty: 3045.662109
	Iteration 92Q: 3 clusters Score -1495290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1495290.625000 Penalty: 3045.662109
	Iteration 93Q: 3 clusters Score -1495291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1495291.375000 Penalty: 3045.662109
	Iteration 94Q: 3 clusters Score -1495291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1495288.250000 Penalty: 3045.662109
	Iteration 95Q: 3 clusters Score -1495288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1495291.625000 Penalty: 3045.662109
	Iteration 96Q: 3 clusters Score -1495292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1495293.125000 Penalty: 3045.662109
	Iteration 97Q: 3 clusters Score -1495293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1495290.125000 Penalty: 3045.662109
	Iteration 98Q: 3 clusters Score -1495290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1495291.500000 Penalty: 3045.662109
	Iteration 99Q: 3 clusters Score -1495292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1495291.125000 Penalty: 3045.662109
	Iteration 100F: 3 clusters Score -1495291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1495293.375000 Penalty: 3045.662109
	Iteration 101Q: 3 clusters Score -1495293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1495293.375000 Penalty: 3045.662109
	Iteration 102F: 3 clusters Score -1495293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Entering Unmasked Estep 
Score: -7462727.000000 Penalty: 1778.516602
	Iteration 0F: 2 clusters Score -7462727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -7425179.500000 Penalty: 3557.033203
	Iteration 0F: 3 clusters Score -7425180 nChanged 26714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -7440254.000000 Penalty: 3557.033203
	Iteration 1F: 3 clusters Score -7440254 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -7440640.500000 Penalty: 3557.033203
	Iteration 2Q: 3 clusters Score -7440640 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -7441152.500000 Penalty: 3557.033203
	Iteration 3Q: 3 clusters Score -7441152 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -7441723.500000 Penalty: 3557.033203
	Iteration 4Q: 3 clusters Score -7441724 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -7442548.000000 Penalty: 3557.033203
	Iteration 5Q: 3 clusters Score -7442548 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -7443974.500000 Penalty: 3557.033203
	Iteration 6Q: 3 clusters Score -7443974 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -7446335.000000 Penalty: 3557.033203
	Iteration 7F: 3 clusters Score -7446335 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -7449720.000000 Penalty: 3557.033203
	Iteration 8F: 3 clusters Score -7449720 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -7453657.000000 Penalty: 3557.033203
	Iteration 9F: 3 clusters Score -7453657 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7457121.500000 Penalty: 3557.033203
	Iteration 10F: 3 clusters Score -7457122 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7459301.000000 Penalty: 3557.033203
	Iteration 11Q: 3 clusters Score -7459301 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7460356.000000 Penalty: 3557.033203
	Iteration 12Q: 3 clusters Score -7460356 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7460769.500000 Penalty: 3557.033203
	Iteration 13Q: 3 clusters Score -7460770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7460966.500000 Penalty: 3557.033203
	Iteration 14Q: 3 clusters Score -7460966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7461061.500000 Penalty: 3557.033203
	Iteration 15Q: 3 clusters Score -7461062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7461117.000000 Penalty: 3557.033203
	Iteration 16Q: 3 clusters Score -7461117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7461144.000000 Penalty: 3557.033203
	Iteration 17Q: 3 clusters Score -7461144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7461163.000000 Penalty: 3557.033203
	Iteration 18Q: 3 clusters Score -7461163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7461178.500000 Penalty: 3557.033203
	Iteration 19Q: 3 clusters Score -7461178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7461199.000000 Penalty: 3557.033203
	Iteration 20F: 3 clusters Score -7461199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7461204.500000 Penalty: 3557.033203
	Iteration 21Q: 3 clusters Score -7461204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7461214.500000 Penalty: 3557.033203
	Iteration 22Q: 3 clusters Score -7461214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7461225.000000 Penalty: 3557.033203
	Iteration 23Q: 3 clusters Score -7461225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7461225.000000 Penalty: 3557.033203
	Iteration 24Q: 3 clusters Score -7461225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7461223.000000 Penalty: 3557.033203
	Iteration 25Q: 3 clusters Score -7461223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7461223.000000 Penalty: 3557.033203
	Iteration 26F: 3 clusters Score -7461223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Entering Unmasked Estep 
Score: -598483.687500 Penalty: 1383.523071
	Iteration 0F: 2 clusters Score -598483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -594522.062500 Penalty: 2767.046143
	Iteration 0F: 3 clusters Score -594522.1 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -595675.000000 Penalty: 2767.046143
	Iteration 1F: 3 clusters Score -595675 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -595912.375000 Penalty: 2767.046143
	Iteration 2F: 3 clusters Score -595912.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -596133.187500 Penalty: 2767.046143
	Iteration 3F: 3 clusters Score -596133.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -596333.000000 Penalty: 2767.046143
	Iteration 4F: 3 clusters Score -596333 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -596532.500000 Penalty: 2767.046143
	Iteration 5F: 3 clusters Score -596532.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -596726.562500 Penalty: 2767.046143
	Iteration 6F: 3 clusters Score -596726.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -596873.312500 Penalty: 2767.046143
	Iteration 7Q: 3 clusters Score -596873.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -596987.687500 Penalty: 2767.046143
	Iteration 8Q: 3 clusters Score -596987.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -597102.687500 Penalty: 2767.046143
	Iteration 9Q: 3 clusters Score -597102.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -597193.312500 Penalty: 2767.046143
	Iteration 10Q: 3 clusters Score -597193.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -597255.250000 Penalty: 2767.046143
	Iteration 11Q: 3 clusters Score -597255.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -597293.062500 Penalty: 2767.046143
	Iteration 12Q: 3 clusters Score -597293.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -597316.750000 Penalty: 2767.046143
	Iteration 13Q: 3 clusters Score -597316.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -597335.687500 Penalty: 2767.046143
	Iteration 14Q: 3 clusters Score -597335.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -597350.937500 Penalty: 2767.046143
	Iteration 15Q: 3 clusters Score -597350.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -597368.375000 Penalty: 2767.046143
	Iteration 16Q: 3 clusters Score -597368.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -597383.875000 Penalty: 2767.046143
	Iteration 17Q: 3 clusters Score -597383.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -597402.125000 Penalty: 2767.046143
	Iteration 18Q: 3 clusters Score -597402.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -597422.875000 Penalty: 2767.046143
	Iteration 19Q: 3 clusters Score -597422.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -597444.250000 Penalty: 2767.046143
	Iteration 20F: 3 clusters Score -597444.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -597462.187500 Penalty: 2767.046143
	Iteration 21Q: 3 clusters Score -597462.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -597472.312500 Penalty: 2767.046143
	Iteration 22Q: 3 clusters Score -597472.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -597480.875000 Penalty: 2767.046143
	Iteration 23Q: 3 clusters Score -597480.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -597490.062500 Penalty: 2767.046143
	Iteration 24Q: 3 clusters Score -597490.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -597500.000000 Penalty: 2767.046143
	Iteration 25Q: 3 clusters Score -597500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -597506.937500 Penalty: 2767.046143
	Iteration 26Q: 3 clusters Score -597506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -597512.312500 Penalty: 2767.046143
	Iteration 27Q: 3 clusters Score -597512.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -597524.937500 Penalty: 2767.046143
	Iteration 28Q: 3 clusters Score -597524.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -597534.187500 Penalty: 2767.046143
	Iteration 29Q: 3 clusters Score -597534.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -597545.187500 Penalty: 2767.046143
	Iteration 30Q: 3 clusters Score -597545.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -597551.687500 Penalty: 2767.046143
	Iteration 31Q: 3 clusters Score -597551.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -597557.687500 Penalty: 2767.046143
	Iteration 32Q: 3 clusters Score -597557.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -597560.125000 Penalty: 2767.046143
	Iteration 33Q: 3 clusters Score -597560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -597562.562500 Penalty: 2767.046143
	Iteration 34Q: 3 clusters Score -597562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -597564.375000 Penalty: 2767.046143
	Iteration 35Q: 3 clusters Score -597564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -597567.687500 Penalty: 2767.046143
	Iteration 36Q: 3 clusters Score -597567.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -597572.437500 Penalty: 2767.046143
	Iteration 37Q: 3 clusters Score -597572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -597574.562500 Penalty: 2767.046143
	Iteration 38Q: 3 clusters Score -597574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -597577.625000 Penalty: 2767.046143
	Iteration 39Q: 3 clusters Score -597577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -597579.937500 Penalty: 2767.046143
	Iteration 40F: 3 clusters Score -597579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -597581.625000 Penalty: 2767.046143
	Iteration 41Q: 3 clusters Score -597581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -597580.062500 Penalty: 2767.046143
	Iteration 42Q: 3 clusters Score -597580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -597582.125000 Penalty: 2767.046143
	Iteration 43Q: 3 clusters Score -597582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -597582.875000 Penalty: 2767.046143
	Iteration 44Q: 3 clusters Score -597582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -597583.000000 Penalty: 2767.046143
	Iteration 45Q: 3 clusters Score -597583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -597584.312500 Penalty: 2767.046143
	Iteration 46Q: 3 clusters Score -597584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -597584.250000 Penalty: 2767.046143
	Iteration 47Q: 3 clusters Score -597584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -597584.562500 Penalty: 2767.046143
	Iteration 48Q: 3 clusters Score -597584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -597586.187500 Penalty: 2767.046143
	Iteration 49Q: 3 clusters Score -597586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -597584.000000 Penalty: 2767.046143
	Iteration 50Q: 3 clusters Score -597584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -597585.375000 Penalty: 2767.046143
	Iteration 51Q: 3 clusters Score -597585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -597585.375000 Penalty: 2767.046143
	Iteration 52F: 3 clusters Score -597585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -673269.625000 Penalty: 1400.797241
	Iteration 0F: 2 clusters Score -673269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -668987.000000 Penalty: 2801.594482
	Iteration 0F: 3 clusters Score -668987 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -670234.187500 Penalty: 2801.594482
	Iteration 1F: 3 clusters Score -670234.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -670468.500000 Penalty: 2801.594482
	Iteration 2F: 3 clusters Score -670468.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -670708.250000 Penalty: 2801.594482
	Iteration 3F: 3 clusters Score -670708.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -670951.562500 Penalty: 2801.594482
	Iteration 4F: 3 clusters Score -670951.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -671152.750000 Penalty: 2801.594482
	Iteration 5F: 3 clusters Score -671152.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -671288.312500 Penalty: 2801.594482
	Iteration 6Q: 3 clusters Score -671288.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -671404.687500 Penalty: 2801.594482
	Iteration 7Q: 3 clusters Score -671404.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -671499.375000 Penalty: 2801.594482
	Iteration 8Q: 3 clusters Score -671499.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -671602.125000 Penalty: 2801.594482
	Iteration 9Q: 3 clusters Score -671602.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -671702.250000 Penalty: 2801.594482
	Iteration 10Q: 3 clusters Score -671702.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -671786.750000 Penalty: 2801.594482
	Iteration 11Q: 3 clusters Score -671786.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -671847.000000 Penalty: 2801.594482
	Iteration 12Q: 3 clusters Score -671847 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -671897.937500 Penalty: 2801.594482
	Iteration 13Q: 3 clusters Score -671897.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -671950.562500 Penalty: 2801.594482
	Iteration 14Q: 3 clusters Score -671950.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -671993.625000 Penalty: 2801.594482
	Iteration 15Q: 3 clusters Score -671993.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -672035.375000 Penalty: 2801.594482
	Iteration 16Q: 3 clusters Score -672035.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -672074.875000 Penalty: 2801.594482
	Iteration 17Q: 3 clusters Score -672074.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -672109.562500 Penalty: 2801.594482
	Iteration 18Q: 3 clusters Score -672109.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -672136.750000 Penalty: 2801.594482
	Iteration 19Q: 3 clusters Score -672136.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -672161.687500 Penalty: 2801.594482
	Iteration 20F: 3 clusters Score -672161.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -672176.875000 Penalty: 2801.594482
	Iteration 21Q: 3 clusters Score -672176.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -672190.000000 Penalty: 2801.594482
	Iteration 22Q: 3 clusters Score -672190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -672199.375000 Penalty: 2801.594482
	Iteration 23Q: 3 clusters Score -672199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -672206.375000 Penalty: 2801.594482
	Iteration 24Q: 3 clusters Score -672206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -672212.687500 Penalty: 2801.594482
	Iteration 25Q: 3 clusters Score -672212.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -672219.000000 Penalty: 2801.594482
	Iteration 26Q: 3 clusters Score -672219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -672221.437500 Penalty: 2801.594482
	Iteration 27Q: 3 clusters Score -672221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -672226.687500 Penalty: 2801.594482
	Iteration 28Q: 3 clusters Score -672226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -672229.562500 Penalty: 2801.594482
	Iteration 29Q: 3 clusters Score -672229.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -672237.187500 Penalty: 2801.594482
	Iteration 30Q: 3 clusters Score -672237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -672239.312500 Penalty: 2801.594482
	Iteration 31Q: 3 clusters Score -672239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -672241.187500 Penalty: 2801.594482
	Iteration 32Q: 3 clusters Score -672241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -672242.437500 Penalty: 2801.594482
	Iteration 33Q: 3 clusters Score -672242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -672244.875000 Penalty: 2801.594482
	Iteration 34Q: 3 clusters Score -672244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -672251.062500 Penalty: 2801.594482
	Iteration 35Q: 3 clusters Score -672251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -672253.437500 Penalty: 2801.594482
	Iteration 36Q: 3 clusters Score -672253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -672253.812500 Penalty: 2801.594482
	Iteration 37Q: 3 clusters Score -672253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -672254.437500 Penalty: 2801.594482
	Iteration 38Q: 3 clusters Score -672254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -672255.812500 Penalty: 2801.594482
	Iteration 39Q: 3 clusters Score -672255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -672256.750000 Penalty: 2801.594482
	Iteration 40F: 3 clusters Score -672256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -672257.687500 Penalty: 2801.594482
	Iteration 41Q: 3 clusters Score -672257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -672258.375000 Penalty: 2801.594482
	Iteration 42Q: 3 clusters Score -672258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -672258.187500 Penalty: 2801.594482
	Iteration 43Q: 3 clusters Score -672258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -672258.187500 Penalty: 2801.594482
	Iteration 44F: 3 clusters Score -672258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21465.654297 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21465.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21684.291016 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21684.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21758.468750 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -21758.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21779.470703 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21779.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21797.996094 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21801.955078 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21801.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21801.955078 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -21801.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -335208.406250 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -335208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -332711.156250 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -332711.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -333299.312500 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -333299.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -333422.843750 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -333422.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -333501.718750 Penalty: 2559.290283
	Iteration 3Q: 3 clusters Score -333501.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -333561.812500 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -333561.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -333617.156250 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -333617.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -333666.843750 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -333666.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -333713.437500 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -333713.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -333749.375000 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -333749.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -333782.031250 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -333782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -333815.250000 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -333815.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -333846.687500 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -333846.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -333876.000000 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -333876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -333900.187500 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -333900.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -333917.656250 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -333917.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -333929.343750 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -333929.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -333939.500000 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -333939.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -333948.468750 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -333948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -333954.062500 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -333954.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -333960.187500 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -333960.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -333966.500000 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -333966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -333974.562500 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -333974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -333977.218750 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -333977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -333981.125000 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -333981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -333990.687500 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -333990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -333996.687500 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -333996.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -334002.000000 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -334002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -334008.812500 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -334008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -334009.781250 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -334009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -334009.781250 Penalty: 2559.290283
	Iteration 29F: 3 clusters Score -334009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -160410.812500 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -160410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -158714.093750 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -158714.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -159187.171875 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -159187.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159379.046875 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -159379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159526.015625 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -159526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -159631.796875 Penalty: 2363.755127
	Iteration 4F: 3 clusters Score -159631.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159694.390625 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -159694.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159753.265625 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -159753.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159810.656250 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -159810.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159847.390625 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -159847.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159867.078125 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -159867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159891.500000 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -159891.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159910.187500 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -159910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159926.156250 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -159926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159939.968750 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -159940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159951.171875 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -159951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -159954.593750 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -159954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159964.671875 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -159964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159986.734375 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -159986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160001.234375 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -160001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160031.843750 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -160031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160081.046875 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -160081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -160112.890625 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -160112.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -160137.218750 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -160137.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160162.875000 Penalty: 2363.755127
	Iteration 23Q: 3 clusters Score -160162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160187.718750 Penalty: 2363.755127
	Iteration 24Q: 3 clusters Score -160187.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160207.265625 Penalty: 2363.755127
	Iteration 25Q: 3 clusters Score -160207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160228.140625 Penalty: 2363.755127
	Iteration 26Q: 3 clusters Score -160228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -160238.828125 Penalty: 2363.755127
	Iteration 27Q: 3 clusters Score -160238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -160245.671875 Penalty: 2363.755127
	Iteration 28Q: 3 clusters Score -160245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -160249.281250 Penalty: 2363.755127
	Iteration 29Q: 3 clusters Score -160249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160251.703125 Penalty: 2363.755127
	Iteration 30Q: 3 clusters Score -160251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -160254.937500 Penalty: 2363.755127
	Iteration 31Q: 3 clusters Score -160254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -160257.828125 Penalty: 2363.755127
	Iteration 32Q: 3 clusters Score -160257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160258.484375 Penalty: 2363.755127
	Iteration 33Q: 3 clusters Score -160258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160260.406250 Penalty: 2363.755127
	Iteration 34Q: 3 clusters Score -160260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -160261.640625 Penalty: 2363.755127
	Iteration 35Q: 3 clusters Score -160261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -160262.000000 Penalty: 2363.755127
	Iteration 36Q: 3 clusters Score -160262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -160262.000000 Penalty: 2363.755127
	Iteration 37F: 3 clusters Score -160262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -974793.500000 Penalty: 1444.400513
	Iteration 0F: 2 clusters Score -974793.5 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 3648 members 
Entering Unmasked Estep 
Score: -969352.437500 Penalty: 2888.801025
	Iteration 0F: 3 clusters Score -969352.4 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -970954.937500 Penalty: 2888.801025
	Iteration 1F: 3 clusters Score -970954.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -971137.562500 Penalty: 2888.801025
	Iteration 2F: 3 clusters Score -971137.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -971273.187500 Penalty: 2888.801025
	Iteration 3Q: 3 clusters Score -971273.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -971360.375000 Penalty: 2888.801025
	Iteration 4Q: 3 clusters Score -971360.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -971429.250000 Penalty: 2888.801025
	Iteration 5Q: 3 clusters Score -971429.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -971480.125000 Penalty: 2888.801025
	Iteration 6Q: 3 clusters Score -971480.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -971536.937500 Penalty: 2888.801025
	Iteration 7Q: 3 clusters Score -971536.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -971585.875000 Penalty: 2888.801025
	Iteration 8Q: 3 clusters Score -971585.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -971616.875000 Penalty: 2888.801025
	Iteration 9Q: 3 clusters Score -971616.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -971641.812500 Penalty: 2888.801025
	Iteration 10Q: 3 clusters Score -971641.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -971666.312500 Penalty: 2888.801025
	Iteration 11Q: 3 clusters Score -971666.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -971684.187500 Penalty: 2888.801025
	Iteration 12Q: 3 clusters Score -971684.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -971702.437500 Penalty: 2888.801025
	Iteration 13Q: 3 clusters Score -971702.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -971718.125000 Penalty: 2888.801025
	Iteration 14Q: 3 clusters Score -971718.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -971732.687500 Penalty: 2888.801025
	Iteration 15Q: 3 clusters Score -971732.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -971742.312500 Penalty: 2888.801025
	Iteration 16Q: 3 clusters Score -971742.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -971750.125000 Penalty: 2888.801025
	Iteration 17Q: 3 clusters Score -971750.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -971754.500000 Penalty: 2888.801025
	Iteration 18Q: 3 clusters Score -971754.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -971763.812500 Penalty: 2888.801025
	Iteration 19Q: 3 clusters Score -971763.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -971773.187500 Penalty: 2888.801025
	Iteration 20F: 3 clusters Score -971773.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -971779.375000 Penalty: 2888.801025
	Iteration 21Q: 3 clusters Score -971779.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -971788.125000 Penalty: 2888.801025
	Iteration 22Q: 3 clusters Score -971788.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -971799.000000 Penalty: 2888.801025
	Iteration 23Q: 3 clusters Score -971799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -971812.812500 Penalty: 2888.801025
	Iteration 24Q: 3 clusters Score -971812.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -971830.750000 Penalty: 2888.801025
	Iteration 25Q: 3 clusters Score -971830.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -971860.937500 Penalty: 2888.801025
	Iteration 26Q: 3 clusters Score -971860.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -971890.625000 Penalty: 2888.801025
	Iteration 27Q: 3 clusters Score -971890.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -971933.125000 Penalty: 2888.801025
	Iteration 28Q: 3 clusters Score -971933.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -972003.000000 Penalty: 2888.801025
	Iteration 29Q: 3 clusters Score -972003 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -972085.375000 Penalty: 2888.801025
	Iteration 30Q: 3 clusters Score -972085.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -972197.562500 Penalty: 2888.801025
	Iteration 31Q: 3 clusters Score -972197.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -972329.875000 Penalty: 2888.801025
	Iteration 32Q: 3 clusters Score -972329.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -972484.625000 Penalty: 2888.801025
	Iteration 33Q: 3 clusters Score -972484.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -972656.312500 Penalty: 2888.801025
	Iteration 34Q: 3 clusters Score -972656.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -972841.625000 Penalty: 2888.801025
	Iteration 35Q: 3 clusters Score -972841.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -973006.625000 Penalty: 2888.801025
	Iteration 36Q: 3 clusters Score -973006.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -973142.937500 Penalty: 2888.801025
	Iteration 37Q: 3 clusters Score -973142.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -973239.812500 Penalty: 2888.801025
	Iteration 38Q: 3 clusters Score -973239.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -973318.375000 Penalty: 2888.801025
	Iteration 39Q: 3 clusters Score -973318.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -973374.437500 Penalty: 2888.801025
	Iteration 40F: 3 clusters Score -973374.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -973426.562500 Penalty: 2888.801025
	Iteration 41Q: 3 clusters Score -973426.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -973470.375000 Penalty: 2888.801025
	Iteration 42Q: 3 clusters Score -973470.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -973488.437500 Penalty: 2888.801025
	Iteration 43Q: 3 clusters Score -973488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -973499.062500 Penalty: 2888.801025
	Iteration 44Q: 3 clusters Score -973499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -973505.000000 Penalty: 2888.801025
	Iteration 45Q: 3 clusters Score -973505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -973514.062500 Penalty: 2888.801025
	Iteration 46Q: 3 clusters Score -973514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -973521.437500 Penalty: 2888.801025
	Iteration 47Q: 3 clusters Score -973521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -973531.687500 Penalty: 2888.801025
	Iteration 48Q: 3 clusters Score -973531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -973538.937500 Penalty: 2888.801025
	Iteration 49Q: 3 clusters Score -973538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -973540.437500 Penalty: 2888.801025
	Iteration 50Q: 3 clusters Score -973540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -973546.687500 Penalty: 2888.801025
	Iteration 51Q: 3 clusters Score -973546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -973554.812500 Penalty: 2888.801025
	Iteration 52Q: 3 clusters Score -973554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -973558.187500 Penalty: 2888.801025
	Iteration 53Q: 3 clusters Score -973558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -973560.000000 Penalty: 2888.801025
	Iteration 54Q: 3 clusters Score -973560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -973561.500000 Penalty: 2888.801025
	Iteration 55Q: 3 clusters Score -973561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -973563.125000 Penalty: 2888.801025
	Iteration 56Q: 3 clusters Score -973563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -973563.312500 Penalty: 2888.801025
	Iteration 57Q: 3 clusters Score -973563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -973563.312500 Penalty: 2888.801025
	Iteration 58F: 3 clusters Score -973563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -291159.937500 Penalty: 1256.865845
	Iteration 0F: 2 clusters Score -291159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288902.656250 Penalty: 2513.731689
	Iteration 0F: 3 clusters Score -288902.7 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289388.625000 Penalty: 2513.731689
	Iteration 1F: 3 clusters Score -289388.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -289501.906250 Penalty: 2513.731689
	Iteration 2F: 3 clusters Score -289501.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -289586.500000 Penalty: 2513.731689
	Iteration 3F: 3 clusters Score -289586.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289656.593750 Penalty: 2513.731689
	Iteration 4Q: 3 clusters Score -289656.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -289699.000000 Penalty: 2513.731689
	Iteration 5Q: 3 clusters Score -289699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -289738.656250 Penalty: 2513.731689
	Iteration 6Q: 3 clusters Score -289738.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -289770.687500 Penalty: 2513.731689
	Iteration 7Q: 3 clusters Score -289770.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -289797.937500 Penalty: 2513.731689
	Iteration 8Q: 3 clusters Score -289797.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -289816.906250 Penalty: 2513.731689
	Iteration 9Q: 3 clusters Score -289816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -289829.343750 Penalty: 2513.731689
	Iteration 10Q: 3 clusters Score -289829.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -289837.343750 Penalty: 2513.731689
	Iteration 11Q: 3 clusters Score -289837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -289842.250000 Penalty: 2513.731689
	Iteration 12Q: 3 clusters Score -289842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -289848.000000 Penalty: 2513.731689
	Iteration 13Q: 3 clusters Score -289848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -289853.125000 Penalty: 2513.731689
	Iteration 14Q: 3 clusters Score -289853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -289857.562500 Penalty: 2513.731689
	Iteration 15Q: 3 clusters Score -289857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -289859.500000 Penalty: 2513.731689
	Iteration 16Q: 3 clusters Score -289859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -289862.250000 Penalty: 2513.731689
	Iteration 17Q: 3 clusters Score -289862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -289863.343750 Penalty: 2513.731689
	Iteration 18Q: 3 clusters Score -289863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -289864.312500 Penalty: 2513.731689
	Iteration 19Q: 3 clusters Score -289864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -289869.093750 Penalty: 2513.731689
	Iteration 20F: 3 clusters Score -289869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -289872.187500 Penalty: 2513.731689
	Iteration 21Q: 3 clusters Score -289872.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -289875.625000 Penalty: 2513.731689
	Iteration 22Q: 3 clusters Score -289875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -289880.062500 Penalty: 2513.731689
	Iteration 23Q: 3 clusters Score -289880.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -289886.687500 Penalty: 2513.731689
	Iteration 24Q: 3 clusters Score -289886.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -289897.156250 Penalty: 2513.731689
	Iteration 25Q: 3 clusters Score -289897.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -289907.937500 Penalty: 2513.731689
	Iteration 26Q: 3 clusters Score -289907.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -289919.843750 Penalty: 2513.731689
	Iteration 27Q: 3 clusters Score -289919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -289924.875000 Penalty: 2513.731689
	Iteration 28Q: 3 clusters Score -289924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -289930.281250 Penalty: 2513.731689
	Iteration 29Q: 3 clusters Score -289930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -289936.750000 Penalty: 2513.731689
	Iteration 30Q: 3 clusters Score -289936.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -289944.093750 Penalty: 2513.731689
	Iteration 31Q: 3 clusters Score -289944.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -289953.656250 Penalty: 2513.731689
	Iteration 32Q: 3 clusters Score -289953.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -289963.406250 Penalty: 2513.731689
	Iteration 33Q: 3 clusters Score -289963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -289969.062500 Penalty: 2513.731689
	Iteration 34Q: 3 clusters Score -289969.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -289976.625000 Penalty: 2513.731689
	Iteration 35Q: 3 clusters Score -289976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -289984.656250 Penalty: 2513.731689
	Iteration 36Q: 3 clusters Score -289984.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -289991.468750 Penalty: 2513.731689
	Iteration 37Q: 3 clusters Score -289991.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -289998.125000 Penalty: 2513.731689
	Iteration 38Q: 3 clusters Score -289998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -290001.343750 Penalty: 2513.731689
	Iteration 39Q: 3 clusters Score -290001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -290002.531250 Penalty: 2513.731689
	Iteration 40F: 3 clusters Score -290002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -290005.156250 Penalty: 2513.731689
	Iteration 41Q: 3 clusters Score -290005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -290005.968750 Penalty: 2513.731689
	Iteration 42Q: 3 clusters Score -290006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -290007.468750 Penalty: 2513.731689
	Iteration 43Q: 3 clusters Score -290007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -290010.031250 Penalty: 2513.731689
	Iteration 44Q: 3 clusters Score -290010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -290015.062500 Penalty: 2513.731689
	Iteration 45Q: 3 clusters Score -290015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -290018.125000 Penalty: 2513.731689
	Iteration 46Q: 3 clusters Score -290018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -290020.906250 Penalty: 2513.731689
	Iteration 47Q: 3 clusters Score -290020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -290021.343750 Penalty: 2513.731689
	Iteration 48Q: 3 clusters Score -290021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -290022.000000 Penalty: 2513.731689
	Iteration 49Q: 3 clusters Score -290022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -290022.625000 Penalty: 2513.731689
	Iteration 50Q: 3 clusters Score -290022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -290022.625000 Penalty: 2513.731689
	Iteration 51F: 3 clusters Score -290022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Entering Unmasked Estep 
Score: -9392026.000000 Penalty: 1814.881836
	Iteration 0F: 2 clusters Score -9392026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -9346246.000000 Penalty: 3629.763672
	Iteration 0F: 3 clusters Score -9346246 nChanged 33503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -9365246.000000 Penalty: 3629.763672
	Iteration 1F: 3 clusters Score -9365246 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -9365822.000000 Penalty: 3629.763672
	Iteration 2Q: 3 clusters Score -9365822 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -9366457.000000 Penalty: 3629.763672
	Iteration 3Q: 3 clusters Score -9366457 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -9367201.000000 Penalty: 3629.763672
	Iteration 4Q: 3 clusters Score -9367201 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -9368389.000000 Penalty: 3629.763672
	Iteration 5Q: 3 clusters Score -9368389 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -9370105.000000 Penalty: 3629.763672
	Iteration 6Q: 3 clusters Score -9370105 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -9372728.000000 Penalty: 3629.763672
	Iteration 7F: 3 clusters Score -9372728 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -9376252.000000 Penalty: 3629.763672
	Iteration 8F: 3 clusters Score -9376252 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -9380038.000000 Penalty: 3629.763672
	Iteration 9F: 3 clusters Score -9380038 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -9383528.000000 Penalty: 3629.763672
	Iteration 10F: 3 clusters Score -9383528 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
Score: -9386205.000000 Penalty: 3629.763672
	Iteration 11Q: 3 clusters Score -9386205 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -9387773.000000 Penalty: 3629.763672
	Iteration 12Q: 3 clusters Score -9387773 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -9388769.000000 Penalty: 3629.763672
	Iteration 13Q: 3 clusters Score -9388769 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -9389388.000000 Penalty: 3629.763672
	Iteration 14Q: 3 clusters Score -9389388 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -9389803.000000 Penalty: 3629.763672
	Iteration 15Q: 3 clusters Score -9389803 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -9390051.000000 Penalty: 3629.763672
	Iteration 16Q: 3 clusters Score -9390051 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -9390178.000000 Penalty: 3629.763672
	Iteration 17Q: 3 clusters Score -9390178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -9390271.000000 Penalty: 3629.763672
	Iteration 18Q: 3 clusters Score -9390271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -9390305.000000 Penalty: 3629.763672
	Iteration 19Q: 3 clusters Score -9390305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -9390350.000000 Penalty: 3629.763672
	Iteration 20F: 3 clusters Score -9390350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -9390362.000000 Penalty: 3629.763672
	Iteration 21Q: 3 clusters Score -9390362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -9390379.000000 Penalty: 3629.763672
	Iteration 22Q: 3 clusters Score -9390379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -9390410.000000 Penalty: 3629.763672
	Iteration 23Q: 3 clusters Score -9390410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -9390419.000000 Penalty: 3629.763672
	Iteration 24Q: 3 clusters Score -9390419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -9390420.000000 Penalty: 3629.763672
	Iteration 25Q: 3 clusters Score -9390420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -9390447.000000 Penalty: 3629.763672
	Iteration 26Q: 3 clusters Score -9390447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -9390467.000000 Penalty: 3629.763672
	Iteration 27Q: 3 clusters Score -9390467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -9390493.000000 Penalty: 3629.763672
	Iteration 28Q: 3 clusters Score -9390493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -9390503.000000 Penalty: 3629.763672
	Iteration 29Q: 3 clusters Score -9390503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -9390524.000000 Penalty: 3629.763672
	Iteration 30Q: 3 clusters Score -9390524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -9390535.000000 Penalty: 3629.763672
	Iteration 31Q: 3 clusters Score -9390535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -9390539.000000 Penalty: 3629.763672
	Iteration 32Q: 3 clusters Score -9390539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -9390542.000000 Penalty: 3629.763672
	Iteration 33Q: 3 clusters Score -9390542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -9390542.000000 Penalty: 3629.763672
	Iteration 34F: 3 clusters Score -9390542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -230406.453125 Penalty: 1220.889038
	Iteration 0F: 2 clusters Score -230406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228443.718750 Penalty: 2441.778076
	Iteration 0F: 3 clusters Score -228443.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228842.281250 Penalty: 2441.778076
	Iteration 1F: 3 clusters Score -228842.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228950.390625 Penalty: 2441.778076
	Iteration 2F: 3 clusters Score -228950.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229006.343750 Penalty: 2441.778076
	Iteration 3Q: 3 clusters Score -229006.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -229051.312500 Penalty: 2441.778076
	Iteration 4Q: 3 clusters Score -229051.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -229088.437500 Penalty: 2441.778076
	Iteration 5Q: 3 clusters Score -229088.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229126.015625 Penalty: 2441.778076
	Iteration 6Q: 3 clusters Score -229126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229158.062500 Penalty: 2441.778076
	Iteration 7Q: 3 clusters Score -229158.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -229190.531250 Penalty: 2441.778076
	Iteration 8Q: 3 clusters Score -229190.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229221.906250 Penalty: 2441.778076
	Iteration 9Q: 3 clusters Score -229221.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -229256.203125 Penalty: 2441.778076
	Iteration 10Q: 3 clusters Score -229256.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -229281.625000 Penalty: 2441.778076
	Iteration 11Q: 3 clusters Score -229281.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229295.671875 Penalty: 2441.778076
	Iteration 12Q: 3 clusters Score -229295.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229307.031250 Penalty: 2441.778076
	Iteration 13Q: 3 clusters Score -229307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -229321.031250 Penalty: 2441.778076
	Iteration 14Q: 3 clusters Score -229321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -229334.234375 Penalty: 2441.778076
	Iteration 15Q: 3 clusters Score -229334.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -229347.984375 Penalty: 2441.778076
	Iteration 16Q: 3 clusters Score -229348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -229358.718750 Penalty: 2441.778076
	Iteration 17Q: 3 clusters Score -229358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -229368.375000 Penalty: 2441.778076
	Iteration 18Q: 3 clusters Score -229368.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -229376.656250 Penalty: 2441.778076
	Iteration 19Q: 3 clusters Score -229376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -229386.734375 Penalty: 2441.778076
	Iteration 20F: 3 clusters Score -229386.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -229395.578125 Penalty: 2441.778076
	Iteration 21Q: 3 clusters Score -229395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -229409.968750 Penalty: 2441.778076
	Iteration 22Q: 3 clusters Score -229410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -229420.796875 Penalty: 2441.778076
	Iteration 23Q: 3 clusters Score -229420.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -229432.406250 Penalty: 2441.778076
	Iteration 24Q: 3 clusters Score -229432.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -229444.250000 Penalty: 2441.778076
	Iteration 25Q: 3 clusters Score -229444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -229463.375000 Penalty: 2441.778076
	Iteration 26Q: 3 clusters Score -229463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -229474.843750 Penalty: 2441.778076
	Iteration 27Q: 3 clusters Score -229474.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -229487.375000 Penalty: 2441.778076
	Iteration 28Q: 3 clusters Score -229487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -229502.765625 Penalty: 2441.778076
	Iteration 29Q: 3 clusters Score -229502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -229509.640625 Penalty: 2441.778076
	Iteration 30Q: 3 clusters Score -229509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -229515.515625 Penalty: 2441.778076
	Iteration 31Q: 3 clusters Score -229515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -229519.359375 Penalty: 2441.778076
	Iteration 32Q: 3 clusters Score -229519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -229524.031250 Penalty: 2441.778076
	Iteration 33Q: 3 clusters Score -229524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -229530.062500 Penalty: 2441.778076
	Iteration 34Q: 3 clusters Score -229530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -229530.125000 Penalty: 2441.778076
	Iteration 35Q: 3 clusters Score -229530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -229531.203125 Penalty: 2441.778076
	Iteration 36Q: 3 clusters Score -229531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -229532.015625 Penalty: 2441.778076
	Iteration 37Q: 3 clusters Score -229532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -229532.015625 Penalty: 2441.778076
	Iteration 38F: 3 clusters Score -229532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (55960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Entering Unmasked Estep 
Score: -7440377.000000 Penalty: 1776.513672
	Iteration 0F: 2 clusters Score -7440377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -7403251.500000 Penalty: 3553.027344
	Iteration 0F: 3 clusters Score -7403252 nChanged 26272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -7418287.000000 Penalty: 3553.027344
	Iteration 1F: 3 clusters Score -7418287 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -7418790.000000 Penalty: 3553.027344
	Iteration 2Q: 3 clusters Score -7418790 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -7419286.500000 Penalty: 3553.027344
	Iteration 3Q: 3 clusters Score -7419286 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -7419958.500000 Penalty: 3553.027344
	Iteration 4Q: 3 clusters Score -7419958 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -7420752.000000 Penalty: 3553.027344
	Iteration 5Q: 3 clusters Score -7420752 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -7421678.000000 Penalty: 3553.027344
	Iteration 6Q: 3 clusters Score -7421678 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7423060.500000 Penalty: 3553.027344
	Iteration 7Q: 3 clusters Score -7423060 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -7424931.000000 Penalty: 3553.027344
	Iteration 8Q: 3 clusters Score -7424931 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -7427221.500000 Penalty: 3553.027344
	Iteration 9F: 3 clusters Score -7427222 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -7429582.000000 Penalty: 3553.027344
	Iteration 10F: 3 clusters Score -7429582 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -7431400.000000 Penalty: 3553.027344
	Iteration 11Q: 3 clusters Score -7431400 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7432600.000000 Penalty: 3553.027344
	Iteration 12Q: 3 clusters Score -7432600 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7433531.000000 Penalty: 3553.027344
	Iteration 13Q: 3 clusters Score -7433531 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -7434336.500000 Penalty: 3553.027344
	Iteration 14Q: 3 clusters Score -7434336 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -7435009.500000 Penalty: 3553.027344
	Iteration 15Q: 3 clusters Score -7435010 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -7435538.500000 Penalty: 3553.027344
	Iteration 16Q: 3 clusters Score -7435538 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7435967.000000 Penalty: 3553.027344
	Iteration 17Q: 3 clusters Score -7435967 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7436419.000000 Penalty: 3553.027344
	Iteration 18Q: 3 clusters Score -7436419 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -7436766.000000 Penalty: 3553.027344
	Iteration 19Q: 3 clusters Score -7436766 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -7437091.500000 Penalty: 3553.027344
	Iteration 20F: 3 clusters Score -7437092 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -7437402.500000 Penalty: 3553.027344
	Iteration 21Q: 3 clusters Score -7437402 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -7437716.500000 Penalty: 3553.027344
	Iteration 22Q: 3 clusters Score -7437716 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -7437990.500000 Penalty: 3553.027344
	Iteration 23Q: 3 clusters Score -7437990 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -7438232.000000 Penalty: 3553.027344
	Iteration 24Q: 3 clusters Score -7438232 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -7438415.000000 Penalty: 3553.027344
	Iteration 25Q: 3 clusters Score -7438415 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -7438481.000000 Penalty: 3553.027344
	Iteration 26Q: 3 clusters Score -7438481 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7438560.500000 Penalty: 3553.027344
	Iteration 27Q: 3 clusters Score -7438560 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -7438572.000000 Penalty: 3553.027344
	Iteration 28Q: 3 clusters Score -7438572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -7438572.500000 Penalty: 3553.027344
	Iteration 29Q: 3 clusters Score -7438572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -7438570.500000 Penalty: 3553.027344
	Iteration 30Q: 3 clusters Score -7438570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -7438547.500000 Penalty: 3553.027344
	Iteration 31Q: 3 clusters Score -7438548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -7438558.000000 Penalty: 3553.027344
	Iteration 32Q: 3 clusters Score -7438558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -7438570.000000 Penalty: 3553.027344
	Iteration 33Q: 3 clusters Score -7438570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -7438559.500000 Penalty: 3553.027344
	Iteration 34Q: 3 clusters Score -7438560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7438553.000000 Penalty: 3553.027344
	Iteration 35Q: 3 clusters Score -7438553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -7438558.000000 Penalty: 3553.027344
	Iteration 36Q: 3 clusters Score -7438558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -7438559.000000 Penalty: 3553.027344
	Iteration 37Q: 3 clusters Score -7438559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -7438549.000000 Penalty: 3553.027344
	Iteration 38Q: 3 clusters Score -7438549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -7438555.500000 Penalty: 3553.027344
	Iteration 39Q: 3 clusters Score -7438556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -7438570.000000 Penalty: 3553.027344
	Iteration 40F: 3 clusters Score -7438570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -7438556.500000 Penalty: 3553.027344
	Iteration 41Q: 3 clusters Score -7438556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7438554.500000 Penalty: 3553.027344
	Iteration 42Q: 3 clusters Score -7438554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -7438565.000000 Penalty: 3553.027344
	Iteration 43Q: 3 clusters Score -7438565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -7438559.000000 Penalty: 3553.027344
	Iteration 44Q: 3 clusters Score -7438559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7438561.000000 Penalty: 3553.027344
	Iteration 45Q: 3 clusters Score -7438561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -7438564.000000 Penalty: 3553.027344
	Iteration 46Q: 3 clusters Score -7438564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -7438571.000000 Penalty: 3553.027344
	Iteration 47Q: 3 clusters Score -7438571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -7438563.000000 Penalty: 3553.027344
	Iteration 48Q: 3 clusters Score -7438563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -7438580.000000 Penalty: 3553.027344
	Iteration 49Q: 3 clusters Score -7438580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -7438573.500000 Penalty: 3553.027344
	Iteration 50Q: 3 clusters Score -7438574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7438578.000000 Penalty: 3553.027344
	Iteration 51Q: 3 clusters Score -7438578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -7438571.000000 Penalty: 3553.027344
	Iteration 52Q: 3 clusters Score -7438571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -7438566.500000 Penalty: 3553.027344
	Iteration 53Q: 3 clusters Score -7438566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -7438581.000000 Penalty: 3553.027344
	Iteration 54Q: 3 clusters Score -7438581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -7438576.000000 Penalty: 3553.027344
	Iteration 55Q: 3 clusters Score -7438576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -7438574.500000 Penalty: 3553.027344
	Iteration 56Q: 3 clusters Score -7438574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -7438569.000000 Penalty: 3553.027344
	Iteration 57Q: 3 clusters Score -7438569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -7438578.000000 Penalty: 3553.027344
	Iteration 58Q: 3 clusters Score -7438578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -7438575.500000 Penalty: 3553.027344
	Iteration 59Q: 3 clusters Score -7438576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -7438576.000000 Penalty: 3553.027344
	Iteration 60F: 3 clusters Score -7438576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -7438581.000000 Penalty: 3553.027344
	Iteration 61Q: 3 clusters Score -7438581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -7438576.500000 Penalty: 3553.027344
	Iteration 62Q: 3 clusters Score -7438576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -7438574.000000 Penalty: 3553.027344
	Iteration 63Q: 3 clusters Score -7438574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -7438573.500000 Penalty: 3553.027344
	Iteration 64Q: 3 clusters Score -7438574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -7438573.500000 Penalty: 3553.027344
	Iteration 65Q: 3 clusters Score -7438574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -7438570.000000 Penalty: 3553.027344
	Iteration 66Q: 3 clusters Score -7438570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7438577.500000 Penalty: 3553.027344
	Iteration 67Q: 3 clusters Score -7438578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -7438573.500000 Penalty: 3553.027344
	Iteration 68Q: 3 clusters Score -7438574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -7438558.000000 Penalty: 3553.027344
	Iteration 69Q: 3 clusters Score -7438558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -7438562.500000 Penalty: 3553.027344
	Iteration 70Q: 3 clusters Score -7438562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -7438559.500000 Penalty: 3553.027344
	Iteration 71Q: 3 clusters Score -7438560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -7438554.000000 Penalty: 3553.027344
	Iteration 72Q: 3 clusters Score -7438554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -7438556.500000 Penalty: 3553.027344
	Iteration 73Q: 3 clusters Score -7438556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -7438554.500000 Penalty: 3553.027344
	Iteration 74Q: 3 clusters Score -7438554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -7438557.000000 Penalty: 3553.027344
	Iteration 75Q: 3 clusters Score -7438557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -7438572.000000 Penalty: 3553.027344
	Iteration 76Q: 3 clusters Score -7438572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -7438579.000000 Penalty: 3553.027344
	Iteration 77Q: 3 clusters Score -7438579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -7438576.000000 Penalty: 3553.027344
	Iteration 78Q: 3 clusters Score -7438576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7438579.500000 Penalty: 3553.027344
	Iteration 79Q: 3 clusters Score -7438580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7438569.000000 Penalty: 3553.027344
	Iteration 80F: 3 clusters Score -7438569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -7438578.500000 Penalty: 3553.027344
	Iteration 81Q: 3 clusters Score -7438578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -7438582.000000 Penalty: 3553.027344
	Iteration 82Q: 3 clusters Score -7438582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -7438582.500000 Penalty: 3553.027344
	Iteration 83Q: 3 clusters Score -7438582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -7438574.500000 Penalty: 3553.027344
	Iteration 84Q: 3 clusters Score -7438574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -7438566.000000 Penalty: 3553.027344
	Iteration 85Q: 3 clusters Score -7438566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -7438566.500000 Penalty: 3553.027344
	Iteration 86Q: 3 clusters Score -7438566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -7438568.500000 Penalty: 3553.027344
	Iteration 87Q: 3 clusters Score -7438568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -7438559.000000 Penalty: 3553.027344
	Iteration 88Q: 3 clusters Score -7438559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -7438564.500000 Penalty: 3553.027344
	Iteration 89Q: 3 clusters Score -7438564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7438567.500000 Penalty: 3553.027344
	Iteration 90Q: 3 clusters Score -7438568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -7438571.500000 Penalty: 3553.027344
	Iteration 91Q: 3 clusters Score -7438572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -7438570.000000 Penalty: 3553.027344
	Iteration 92Q: 3 clusters Score -7438570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -7438570.000000 Penalty: 3553.027344
	Iteration 93Q: 3 clusters Score -7438570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -7438570.000000 Penalty: 3553.027344
	Iteration 94F: 3 clusters Score -7438570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (72542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Entering Unmasked Estep 
Score: -9601272.000000 Penalty: 1818.687256
	Iteration 0F: 2 clusters Score -9601272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -9556272.000000 Penalty: 3637.374512
	Iteration 0F: 3 clusters Score -9556272 nChanged 34303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -9575895.000000 Penalty: 3637.374512
	Iteration 1F: 3 clusters Score -9575895 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -9576755.000000 Penalty: 3637.374512
	Iteration 2Q: 3 clusters Score -9576755 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -9578009.000000 Penalty: 3637.374512
	Iteration 3Q: 3 clusters Score -9578009 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -9579824.000000 Penalty: 3637.374512
	Iteration 4F: 3 clusters Score -9579824 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -9582642.000000 Penalty: 3637.374512
	Iteration 5F: 3 clusters Score -9582642 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -9586421.000000 Penalty: 3637.374512
	Iteration 6F: 3 clusters Score -9586421 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -9590705.000000 Penalty: 3637.374512
	Iteration 7F: 3 clusters Score -9590705 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -9594931.000000 Penalty: 3637.374512
	Iteration 8F: 3 clusters Score -9594931 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -9597974.000000 Penalty: 3637.374512
	Iteration 9Q: 3 clusters Score -9597974 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -9599273.000000 Penalty: 3637.374512
	Iteration 10Q: 3 clusters Score -9599273 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -9599784.000000 Penalty: 3637.374512
	Iteration 11Q: 3 clusters Score -9599784 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -9600035.000000 Penalty: 3637.374512
	Iteration 12Q: 3 clusters Score -9600035 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -9600261.000000 Penalty: 3637.374512
	Iteration 13Q: 3 clusters Score -9600261 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -9600420.000000 Penalty: 3637.374512
	Iteration 14Q: 3 clusters Score -9600420 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -9600535.000000 Penalty: 3637.374512
	Iteration 15Q: 3 clusters Score -9600535 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -9600616.000000 Penalty: 3637.374512
	Iteration 16Q: 3 clusters Score -9600616 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -9600690.000000 Penalty: 3637.374512
	Iteration 17Q: 3 clusters Score -9600690 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -9600742.000000 Penalty: 3637.374512
	Iteration 18Q: 3 clusters Score -9600742 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -9600752.000000 Penalty: 3637.374512
	Iteration 19Q: 3 clusters Score -9600752 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -9600767.000000 Penalty: 3637.374512
	Iteration 20F: 3 clusters Score -9600767 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -9600767.000000 Penalty: 3637.374512
	Iteration 21Q: 3 clusters Score -9600767 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -9600805.000000 Penalty: 3637.374512
	Iteration 22Q: 3 clusters Score -9600805 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 23Q: 3 clusters Score -9600870 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -9600887.000000 Penalty: 3637.374512
	Iteration 24Q: 3 clusters Score -9600887 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -9600869.000000 Penalty: 3637.374512
	Iteration 25Q: 3 clusters Score -9600869 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -9600873.000000 Penalty: 3637.374512
	Iteration 26Q: 3 clusters Score -9600873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -9600854.000000 Penalty: 3637.374512
	Iteration 27Q: 3 clusters Score -9600854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -9600880.000000 Penalty: 3637.374512
	Iteration 28Q: 3 clusters Score -9600880 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -9600890.000000 Penalty: 3637.374512
	Iteration 29Q: 3 clusters Score -9600890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -9600882.000000 Penalty: 3637.374512
	Iteration 30Q: 3 clusters Score -9600882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -9600893.000000 Penalty: 3637.374512
	Iteration 31Q: 3 clusters Score -9600893 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -9600880.000000 Penalty: 3637.374512
	Iteration 32Q: 3 clusters Score -9600880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 33Q: 3 clusters Score -9600870 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -9600877.000000 Penalty: 3637.374512
	Iteration 34Q: 3 clusters Score -9600877 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -9600889.000000 Penalty: 3637.374512
	Iteration 35Q: 3 clusters Score -9600889 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -9600884.000000 Penalty: 3637.374512
	Iteration 36Q: 3 clusters Score -9600884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 37Q: 3 clusters Score -9600870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -9600881.000000 Penalty: 3637.374512
	Iteration 38Q: 3 clusters Score -9600881 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -9600909.000000 Penalty: 3637.374512
	Iteration 39Q: 3 clusters Score -9600909 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -9600874.000000 Penalty: 3637.374512
	Iteration 40F: 3 clusters Score -9600874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -9600861.000000 Penalty: 3637.374512
	Iteration 41Q: 3 clusters Score -9600861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -9600848.000000 Penalty: 3637.374512
	Iteration 42Q: 3 clusters Score -9600848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -9600858.000000 Penalty: 3637.374512
	Iteration 43Q: 3 clusters Score -9600858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -9600862.000000 Penalty: 3637.374512
	Iteration 44Q: 3 clusters Score -9600862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -9600894.000000 Penalty: 3637.374512
	Iteration 45Q: 3 clusters Score -9600894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -9600890.000000 Penalty: 3637.374512
	Iteration 46Q: 3 clusters Score -9600890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -9600882.000000 Penalty: 3637.374512
	Iteration 47Q: 3 clusters Score -9600882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -9600879.000000 Penalty: 3637.374512
	Iteration 48Q: 3 clusters Score -9600879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -9600880.000000 Penalty: 3637.374512
	Iteration 49Q: 3 clusters Score -9600880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -9600878.000000 Penalty: 3637.374512
	Iteration 50Q: 3 clusters Score -9600878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -9600868.000000 Penalty: 3637.374512
	Iteration 51Q: 3 clusters Score -9600868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -9600867.000000 Penalty: 3637.374512
	Iteration 52Q: 3 clusters Score -9600867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -9600885.000000 Penalty: 3637.374512
	Iteration 53Q: 3 clusters Score -9600885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -9600899.000000 Penalty: 3637.374512
	Iteration 54Q: 3 clusters Score -9600899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -9600880.000000 Penalty: 3637.374512
	Iteration 55Q: 3 clusters Score -9600880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -9600880.000000 Penalty: 3637.374512
	Iteration 56Q: 3 clusters Score -9600880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -9600886.000000 Penalty: 3637.374512
	Iteration 57Q: 3 clusters Score -9600886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 58Q: 3 clusters Score -9600870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -9600889.000000 Penalty: 3637.374512
	Iteration 59Q: 3 clusters Score -9600889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -9600892.000000 Penalty: 3637.374512
	Iteration 60F: 3 clusters Score -9600892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -9600894.000000 Penalty: 3637.374512
	Iteration 61Q: 3 clusters Score -9600894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -9600894.000000 Penalty: 3637.374512
	Iteration 62Q: 3 clusters Score -9600894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -9600883.000000 Penalty: 3637.374512
	Iteration 63Q: 3 clusters Score -9600883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -9600893.000000 Penalty: 3637.374512
	Iteration 64Q: 3 clusters Score -9600893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -9600893.000000 Penalty: 3637.374512
	Iteration 65Q: 3 clusters Score -9600893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -9600894.000000 Penalty: 3637.374512
	Iteration 66Q: 3 clusters Score -9600894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -9600893.000000 Penalty: 3637.374512
	Iteration 67Q: 3 clusters Score -9600893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -9600903.000000 Penalty: 3637.374512
	Iteration 68Q: 3 clusters Score -9600903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -9600899.000000 Penalty: 3637.374512
	Iteration 69Q: 3 clusters Score -9600899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -9600884.000000 Penalty: 3637.374512
	Iteration 70Q: 3 clusters Score -9600884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -9600890.000000 Penalty: 3637.374512
	Iteration 71Q: 3 clusters Score -9600890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -9600895.000000 Penalty: 3637.374512
	Iteration 72Q: 3 clusters Score -9600895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -9600894.000000 Penalty: 3637.374512
	Iteration 73Q: 3 clusters Score -9600894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -9600890.000000 Penalty: 3637.374512
	Iteration 74Q: 3 clusters Score -9600890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -9600877.000000 Penalty: 3637.374512
	Iteration 75Q: 3 clusters Score -9600877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -9600878.000000 Penalty: 3637.374512
	Iteration 76Q: 3 clusters Score -9600878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -9600867.000000 Penalty: 3637.374512
	Iteration 77Q: 3 clusters Score -9600867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -9600874.000000 Penalty: 3637.374512
	Iteration 78Q: 3 clusters Score -9600874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 79Q: 3 clusters Score -9600870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -9600867.000000 Penalty: 3637.374512
	Iteration 80F: 3 clusters Score -9600867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -9600860.000000 Penalty: 3637.374512
	Iteration 81Q: 3 clusters Score -9600860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -9600864.000000 Penalty: 3637.374512
	Iteration 82Q: 3 clusters Score -9600864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -9600859.000000 Penalty: 3637.374512
	Iteration 83Q: 3 clusters Score -9600859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -9600861.000000 Penalty: 3637.374512
	Iteration 84Q: 3 clusters Score -9600861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -9600857.000000 Penalty: 3637.374512
	Iteration 85Q: 3 clusters Score -9600857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -9600860.000000 Penalty: 3637.374512
	Iteration 86Q: 3 clusters Score -9600860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -9600869.000000 Penalty: 3637.374512
	Iteration 87Q: 3 clusters Score -9600869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -9600864.000000 Penalty: 3637.374512
	Iteration 88Q: 3 clusters Score -9600864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -9600863.000000 Penalty: 3637.374512
	Iteration 89Q: 3 clusters Score -9600863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -9600855.000000 Penalty: 3637.374512
	Iteration 90Q: 3 clusters Score -9600855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -9600857.000000 Penalty: 3637.374512
	Iteration 91Q: 3 clusters Score -9600857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -9600864.000000 Penalty: 3637.374512
	Iteration 92Q: 3 clusters Score -9600864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -9600872.000000 Penalty: 3637.374512
	Iteration 93Q: 3 clusters Score -9600872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -9600878.000000 Penalty: 3637.374512
	Iteration 94Q: 3 clusters Score -9600878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -9600873.000000 Penalty: 3637.374512
	Iteration 95Q: 3 clusters Score -9600873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -9600871.000000 Penalty: 3637.374512
	Iteration 96Q: 3 clusters Score -9600871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -9600871.000000 Penalty: 3637.374512
	Iteration 97Q: 3 clusters Score -9600871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -9600871.000000 Penalty: 3637.374512
	Iteration 98Q: 3 clusters Score -9600871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 99Q: 3 clusters Score -9600870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 3637.374512
	Iteration 100F: 3 clusters Score -9600870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -1756569.625000 Penalty: 1549.383545
	Iteration 0F: 2 clusters Score -1756570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1746957.625000 Penalty: 3098.767090
	Iteration 0F: 3 clusters Score -1746958 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1750386.375000 Penalty: 3098.767090
	Iteration 1F: 3 clusters Score -1750386 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1750784.500000 Penalty: 3098.767090
	Iteration 2F: 3 clusters Score -1750784 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1751136.500000 Penalty: 3098.767090
	Iteration 3F: 3 clusters Score -1751136 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1751478.750000 Penalty: 3098.767090
	Iteration 4F: 3 clusters Score -1751479 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1751877.250000 Penalty: 3098.767090
	Iteration 5F: 3 clusters Score -1751877 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1752373.875000 Penalty: 3098.767090
	Iteration 6F: 3 clusters Score -1752374 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1752938.750000 Penalty: 3098.767090
	Iteration 7F: 3 clusters Score -1752939 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1753509.250000 Penalty: 3098.767090
	Iteration 8F: 3 clusters Score -1753509 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1754015.875000 Penalty: 3098.767090
	Iteration 9Q: 3 clusters Score -1754016 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1754443.000000 Penalty: 3098.767090
	Iteration 10Q: 3 clusters Score -1754443 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1754675.500000 Penalty: 3098.767090
	Iteration 11Q: 3 clusters Score -1754676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1754820.375000 Penalty: 3098.767090
	Iteration 12Q: 3 clusters Score -1754820 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1754945.625000 Penalty: 3098.767090
	Iteration 13Q: 3 clusters Score -1754946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1755021.250000 Penalty: 3098.767090
	Iteration 14Q: 3 clusters Score -1755021 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1755075.375000 Penalty: 3098.767090
	Iteration 15Q: 3 clusters Score -1755075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1755118.375000 Penalty: 3098.767090
	Iteration 16Q: 3 clusters Score -1755118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1755150.375000 Penalty: 3098.767090
	Iteration 17Q: 3 clusters Score -1755150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1755174.875000 Penalty: 3098.767090
	Iteration 18Q: 3 clusters Score -1755175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1755192.500000 Penalty: 3098.767090
	Iteration 19Q: 3 clusters Score -1755192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1755205.500000 Penalty: 3098.767090
	Iteration 20F: 3 clusters Score -1755206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1755213.625000 Penalty: 3098.767090
	Iteration 21Q: 3 clusters Score -1755214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1755212.375000 Penalty: 3098.767090
	Iteration 22Q: 3 clusters Score -1755212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1755216.000000 Penalty: 3098.767090
	Iteration 23Q: 3 clusters Score -1755216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1755218.875000 Penalty: 3098.767090
	Iteration 24Q: 3 clusters Score -1755219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1755220.125000 Penalty: 3098.767090
	Iteration 25Q: 3 clusters Score -1755220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1755225.500000 Penalty: 3098.767090
	Iteration 26Q: 3 clusters Score -1755226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1755227.000000 Penalty: 3098.767090
	Iteration 27Q: 3 clusters Score -1755227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1755227.625000 Penalty: 3098.767090
	Iteration 28Q: 3 clusters Score -1755228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1755228.000000 Penalty: 3098.767090
	Iteration 29Q: 3 clusters Score -1755228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1755230.375000 Penalty: 3098.767090
	Iteration 30Q: 3 clusters Score -1755230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1755234.125000 Penalty: 3098.767090
	Iteration 31Q: 3 clusters Score -1755234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1755234.125000 Penalty: 3098.767090
	Iteration 32Q: 3 clusters Score -1755234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1755238.625000 Penalty: 3098.767090
	Iteration 33Q: 3 clusters Score -1755239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1755240.750000 Penalty: 3098.767090
	Iteration 34Q: 3 clusters Score -1755241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1755240.750000 Penalty: 3098.767090
	Iteration 35Q: 3 clusters Score -1755241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1755242.625000 Penalty: 3098.767090
	Iteration 36Q: 3 clusters Score -1755243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1755247.625000 Penalty: 3098.767090
	Iteration 37Q: 3 clusters Score -1755248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1755245.875000 Penalty: 3098.767090
	Iteration 38Q: 3 clusters Score -1755246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1755248.375000 Penalty: 3098.767090
	Iteration 39Q: 3 clusters Score -1755248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1755250.000000 Penalty: 3098.767090
	Iteration 40F: 3 clusters Score -1755250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1755254.000000 Penalty: 3098.767090
	Iteration 41Q: 3 clusters Score -1755254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1755260.375000 Penalty: 3098.767090
	Iteration 42Q: 3 clusters Score -1755260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1755264.750000 Penalty: 3098.767090
	Iteration 43Q: 3 clusters Score -1755265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1755264.000000 Penalty: 3098.767090
	Iteration 44Q: 3 clusters Score -1755264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1755267.500000 Penalty: 3098.767090
	Iteration 45Q: 3 clusters Score -1755268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1755268.250000 Penalty: 3098.767090
	Iteration 46Q: 3 clusters Score -1755268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1755267.000000 Penalty: 3098.767090
	Iteration 47Q: 3 clusters Score -1755267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1755268.750000 Penalty: 3098.767090
	Iteration 48Q: 3 clusters Score -1755269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1755270.500000 Penalty: 3098.767090
	Iteration 49Q: 3 clusters Score -1755270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1755268.875000 Penalty: 3098.767090
	Iteration 50Q: 3 clusters Score -1755269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1755268.875000 Penalty: 3098.767090
	Iteration 51F: 3 clusters Score -1755269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -192366.328125 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -192366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -190494.515625 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -190494.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -191043.718750 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -191043.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -191256.546875 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -191256.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -191406.156250 Penalty: 2416.133789
	Iteration 3F: 3 clusters Score -191406.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191509.281250 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -191509.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -191613.718750 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -191613.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -191685.968750 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -191686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -191736.968750 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -191737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -191779.531250 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -191779.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -191818.484375 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -191818.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -191850.953125 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -191851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -191868.343750 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -191868.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -191877.906250 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -191877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -191887.046875 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -191887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -191892.578125 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -191892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -191898.812500 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -191898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -191903.906250 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -191903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -191910.656250 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -191910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -191926.343750 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -191926.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -191939.890625 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -191939.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -191951.906250 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -191951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -191958.500000 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -191958.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -191963.265625 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -191963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -191965.812500 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -191965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -191966.921875 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -191966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -191967.468750 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -191967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -191967.843750 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -191967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -191968.250000 Penalty: 2416.133789
	Iteration 27Q: 3 clusters Score -191968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -191968.781250 Penalty: 2416.133789
	Iteration 28Q: 3 clusters Score -191968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -191968.781250 Penalty: 2416.133789
	Iteration 29F: 3 clusters Score -191968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9197.407227 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9197.407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9339.768555 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9339.769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9400.718750 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9400.719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9451.624023 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9451.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9456.407227 Penalty: 1550.472534
	Iteration 4Q: 3 clusters Score -9456.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9456.407227 Penalty: 1550.472534
	Iteration 5F: 3 clusters Score -9456.407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (71731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Entering Unmasked Estep 
Score: -9147290.000000 Penalty: 1816.860229
	Iteration 0F: 2 clusters Score -9147290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -9099477.000000 Penalty: 3633.720459
	Iteration 0F: 3 clusters Score -9099477 nChanged 34142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -9119029.000000 Penalty: 3633.720459
	Iteration 1F: 3 clusters Score -9119029 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -9119742.000000 Penalty: 3633.720459
	Iteration 2Q: 3 clusters Score -9119742 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -9120707.000000 Penalty: 3633.720459
	Iteration 3Q: 3 clusters Score -9120707 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -9122044.000000 Penalty: 3633.720459
	Iteration 4Q: 3 clusters Score -9122044 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -9124016.000000 Penalty: 3633.720459
	Iteration 5F: 3 clusters Score -9124016 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -9126627.000000 Penalty: 3633.720459
	Iteration 6F: 3 clusters Score -9126627 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -9130050.000000 Penalty: 3633.720459
	Iteration 7F: 3 clusters Score -9130050 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -9133677.000000 Penalty: 3633.720459
	Iteration 8F: 3 clusters Score -9133677 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -9137161.000000 Penalty: 3633.720459
	Iteration 9F: 3 clusters Score -9137161 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -9139890.000000 Penalty: 3633.720459
	Iteration 10Q: 3 clusters Score -9139890 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -9141772.000000 Penalty: 3633.720459
	Iteration 11Q: 3 clusters Score -9141772 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9142996.000000 Penalty: 3633.720459
	Iteration 12Q: 3 clusters Score -9142996 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -9143738.000000 Penalty: 3633.720459
	Iteration 13Q: 3 clusters Score -9143738 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9144193.000000 Penalty: 3633.720459
	Iteration 14Q: 3 clusters Score -9144193 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -9144512.000000 Penalty: 3633.720459
	Iteration 15Q: 3 clusters Score -9144512 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9144771.000000 Penalty: 3633.720459
	Iteration 16Q: 3 clusters Score -9144771 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9144974.000000 Penalty: 3633.720459
	Iteration 17Q: 3 clusters Score -9144974 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9145088.000000 Penalty: 3633.720459
	Iteration 18Q: 3 clusters Score -9145088 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9145183.000000 Penalty: 3633.720459
	Iteration 19Q: 3 clusters Score -9145183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9145272.000000 Penalty: 3633.720459
	Iteration 20F: 3 clusters Score -9145272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9145347.000000 Penalty: 3633.720459
	Iteration 21Q: 3 clusters Score -9145347 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9145389.000000 Penalty: 3633.720459
	Iteration 22Q: 3 clusters Score -9145389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9145435.000000 Penalty: 3633.720459
	Iteration 23Q: 3 clusters Score -9145435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9145501.000000 Penalty: 3633.720459
	Iteration 24Q: 3 clusters Score -9145501 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9145546.000000 Penalty: 3633.720459
	Iteration 25Q: 3 clusters Score -9145546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9145558.000000 Penalty: 3633.720459
	Iteration 26Q: 3 clusters Score -9145558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9145568.000000 Penalty: 3633.720459
	Iteration 27Q: 3 clusters Score -9145568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9145617.000000 Penalty: 3633.720459
	Iteration 28Q: 3 clusters Score -9145617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9145642.000000 Penalty: 3633.720459
	Iteration 29Q: 3 clusters Score -9145642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9145660.000000 Penalty: 3633.720459
	Iteration 30Q: 3 clusters Score -9145660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9145690.000000 Penalty: 3633.720459
	Iteration 31Q: 3 clusters Score -9145690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9145702.000000 Penalty: 3633.720459
	Iteration 32Q: 3 clusters Score -9145702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9145717.000000 Penalty: 3633.720459
	Iteration 33Q: 3 clusters Score -9145717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9145747.000000 Penalty: 3633.720459
	Iteration 34Q: 3 clusters Score -9145747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9145735.000000 Penalty: 3633.720459
	Iteration 35Q: 3 clusters Score -9145735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9145738.000000 Penalty: 3633.720459
	Iteration 36Q: 3 clusters Score -9145738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9145735.000000 Penalty: 3633.720459
	Iteration 37Q: 3 clusters Score -9145735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9145749.000000 Penalty: 3633.720459
	Iteration 38Q: 3 clusters Score -9145749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9145740.000000 Penalty: 3633.720459
	Iteration 39Q: 3 clusters Score -9145740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9145742.000000 Penalty: 3633.720459
	Iteration 40F: 3 clusters Score -9145742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9145742.000000 Penalty: 3633.720459
	Iteration 41Q: 3 clusters Score -9145742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9145740.000000 Penalty: 3633.720459
	Iteration 42Q: 3 clusters Score -9145740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9145741.000000 Penalty: 3633.720459
	Iteration 43Q: 3 clusters Score -9145741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9145744.000000 Penalty: 3633.720459
	Iteration 44Q: 3 clusters Score -9145744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9145736.000000 Penalty: 3633.720459
	Iteration 45Q: 3 clusters Score -9145736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9145730.000000 Penalty: 3633.720459
	Iteration 46Q: 3 clusters Score -9145730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9145738.000000 Penalty: 3633.720459
	Iteration 47Q: 3 clusters Score -9145738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9145755.000000 Penalty: 3633.720459
	Iteration 48Q: 3 clusters Score -9145755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9145756.000000 Penalty: 3633.720459
	Iteration 49Q: 3 clusters Score -9145756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9145758.000000 Penalty: 3633.720459
	Iteration 50Q: 3 clusters Score -9145758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9145760.000000 Penalty: 3633.720459
	Iteration 51Q: 3 clusters Score -9145760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9145753.000000 Penalty: 3633.720459
	Iteration 52Q: 3 clusters Score -9145753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9145755.000000 Penalty: 3633.720459
	Iteration 53Q: 3 clusters Score -9145755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9145767.000000 Penalty: 3633.720459
	Iteration 54Q: 3 clusters Score -9145767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9145774.000000 Penalty: 3633.720459
	Iteration 55Q: 3 clusters Score -9145774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9145776.000000 Penalty: 3633.720459
	Iteration 56Q: 3 clusters Score -9145776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9145773.000000 Penalty: 3633.720459
	Iteration 57Q: 3 clusters Score -9145773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9145767.000000 Penalty: 3633.720459
	Iteration 58Q: 3 clusters Score -9145767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9145777.000000 Penalty: 3633.720459
	Iteration 59Q: 3 clusters Score -9145777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9145786.000000 Penalty: 3633.720459
	Iteration 60F: 3 clusters Score -9145786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9145798.000000 Penalty: 3633.720459
	Iteration 61Q: 3 clusters Score -9145798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9145789.000000 Penalty: 3633.720459
	Iteration 62Q: 3 clusters Score -9145789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9145801.000000 Penalty: 3633.720459
	Iteration 63Q: 3 clusters Score -9145801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9145798.000000 Penalty: 3633.720459
	Iteration 64Q: 3 clusters Score -9145798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9145808.000000 Penalty: 3633.720459
	Iteration 65Q: 3 clusters Score -9145808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9145807.000000 Penalty: 3633.720459
	Iteration 66Q: 3 clusters Score -9145807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9145810.000000 Penalty: 3633.720459
	Iteration 67Q: 3 clusters Score -9145810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9145802.000000 Penalty: 3633.720459
	Iteration 68Q: 3 clusters Score -9145802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9145814.000000 Penalty: 3633.720459
	Iteration 69Q: 3 clusters Score -9145814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9145806.000000 Penalty: 3633.720459
	Iteration 70Q: 3 clusters Score -9145806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9145806.000000 Penalty: 3633.720459
	Iteration 71Q: 3 clusters Score -9145806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9145810.000000 Penalty: 3633.720459
	Iteration 72Q: 3 clusters Score -9145810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9145810.000000 Penalty: 3633.720459
	Iteration 73Q: 3 clusters Score -9145810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9145819.000000 Penalty: 3633.720459
	Iteration 74Q: 3 clusters Score -9145819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9145819.000000 Penalty: 3633.720459
	Iteration 75Q: 3 clusters Score -9145819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9145815.000000 Penalty: 3633.720459
	Iteration 76Q: 3 clusters Score -9145815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9145811.000000 Penalty: 3633.720459
	Iteration 77Q: 3 clusters Score -9145811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9145813.000000 Penalty: 3633.720459
	Iteration 78Q: 3 clusters Score -9145813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9145809.000000 Penalty: 3633.720459
	Iteration 79Q: 3 clusters Score -9145809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9145815.000000 Penalty: 3633.720459
	Iteration 80F: 3 clusters Score -9145815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9145814.000000 Penalty: 3633.720459
	Iteration 81Q: 3 clusters Score -9145814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9145814.000000 Penalty: 3633.720459
	Iteration 82F: 3 clusters Score -9145814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -836296.500000 Penalty: 1430.922119
	Iteration 0F: 2 clusters Score -836296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -831260.937500 Penalty: 2861.844238
	Iteration 0F: 3 clusters Score -831260.9 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -832739.625000 Penalty: 2861.844238
	Iteration 1F: 3 clusters Score -832739.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -833013.437500 Penalty: 2861.844238
	Iteration 2F: 3 clusters Score -833013.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -833187.062500 Penalty: 2861.844238
	Iteration 3F: 3 clusters Score -833187.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -833323.000000 Penalty: 2861.844238
	Iteration 4Q: 3 clusters Score -833323 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -833432.000000 Penalty: 2861.844238
	Iteration 5Q: 3 clusters Score -833432 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -833523.937500 Penalty: 2861.844238
	Iteration 6Q: 3 clusters Score -833523.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -833600.187500 Penalty: 2861.844238
	Iteration 7Q: 3 clusters Score -833600.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -833665.687500 Penalty: 2861.844238
	Iteration 8Q: 3 clusters Score -833665.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -833739.062500 Penalty: 2861.844238
	Iteration 9Q: 3 clusters Score -833739.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -833821.375000 Penalty: 2861.844238
	Iteration 10Q: 3 clusters Score -833821.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -833922.000000 Penalty: 2861.844238
	Iteration 11Q: 3 clusters Score -833922 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -834036.062500 Penalty: 2861.844238
	Iteration 12Q: 3 clusters Score -834036.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -834174.625000 Penalty: 2861.844238
	Iteration 13Q: 3 clusters Score -834174.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -834340.875000 Penalty: 2861.844238
	Iteration 14Q: 3 clusters Score -834340.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -834514.562500 Penalty: 2861.844238
	Iteration 15Q: 3 clusters Score -834514.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -834690.312500 Penalty: 2861.844238
	Iteration 16Q: 3 clusters Score -834690.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -834857.125000 Penalty: 2861.844238
	Iteration 17Q: 3 clusters Score -834857.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -835012.500000 Penalty: 2861.844238
	Iteration 18Q: 3 clusters Score -835012.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -835136.437500 Penalty: 2861.844238
	Iteration 19Q: 3 clusters Score -835136.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -835244.625000 Penalty: 2861.844238
	Iteration 20F: 3 clusters Score -835244.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -835321.312500 Penalty: 2861.844238
	Iteration 21Q: 3 clusters Score -835321.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -835375.375000 Penalty: 2861.844238
	Iteration 22Q: 3 clusters Score -835375.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -835410.750000 Penalty: 2861.844238
	Iteration 23Q: 3 clusters Score -835410.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -835438.000000 Penalty: 2861.844238
	Iteration 24Q: 3 clusters Score -835438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -835457.187500 Penalty: 2861.844238
	Iteration 25Q: 3 clusters Score -835457.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -835482.000000 Penalty: 2861.844238
	Iteration 26Q: 3 clusters Score -835482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -835505.875000 Penalty: 2861.844238
	Iteration 27Q: 3 clusters Score -835505.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -835532.187500 Penalty: 2861.844238
	Iteration 28Q: 3 clusters Score -835532.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -835555.375000 Penalty: 2861.844238
	Iteration 29Q: 3 clusters Score -835555.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -835580.437500 Penalty: 2861.844238
	Iteration 30Q: 3 clusters Score -835580.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -835603.437500 Penalty: 2861.844238
	Iteration 31Q: 3 clusters Score -835603.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -835625.062500 Penalty: 2861.844238
	Iteration 32Q: 3 clusters Score -835625.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -835647.562500 Penalty: 2861.844238
	Iteration 33Q: 3 clusters Score -835647.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -835675.187500 Penalty: 2861.844238
	Iteration 34Q: 3 clusters Score -835675.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -835715.750000 Penalty: 2861.844238
	Iteration 35Q: 3 clusters Score -835715.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -835756.125000 Penalty: 2861.844238
	Iteration 36Q: 3 clusters Score -835756.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -835791.187500 Penalty: 2861.844238
	Iteration 37Q: 3 clusters Score -835791.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -835814.750000 Penalty: 2861.844238
	Iteration 38Q: 3 clusters Score -835814.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -835834.437500 Penalty: 2861.844238
	Iteration 39Q: 3 clusters Score -835834.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -835847.187500 Penalty: 2861.844238
	Iteration 40F: 3 clusters Score -835847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -835853.937500 Penalty: 2861.844238
	Iteration 41Q: 3 clusters Score -835853.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -835863.000000 Penalty: 2861.844238
	Iteration 42Q: 3 clusters Score -835863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -835868.125000 Penalty: 2861.844238
	Iteration 43Q: 3 clusters Score -835868.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -835873.562500 Penalty: 2861.844238
	Iteration 44Q: 3 clusters Score -835873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -835876.187500 Penalty: 2861.844238
	Iteration 45Q: 3 clusters Score -835876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -835879.812500 Penalty: 2861.844238
	Iteration 46Q: 3 clusters Score -835879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -835881.000000 Penalty: 2861.844238
	Iteration 47Q: 3 clusters Score -835881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -835881.000000 Penalty: 2861.844238
	Iteration 48Q: 3 clusters Score -835881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -835883.937500 Penalty: 2861.844238
	Iteration 49Q: 3 clusters Score -835883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -835883.500000 Penalty: 2861.844238
	Iteration 50Q: 3 clusters Score -835883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -835887.125000 Penalty: 2861.844238
	Iteration 51Q: 3 clusters Score -835887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -835888.000000 Penalty: 2861.844238
	Iteration 52Q: 3 clusters Score -835888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -835891.312500 Penalty: 2861.844238
	Iteration 53Q: 3 clusters Score -835891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -835890.562500 Penalty: 2861.844238
	Iteration 54Q: 3 clusters Score -835890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -835890.312500 Penalty: 2861.844238
	Iteration 55Q: 3 clusters Score -835890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -835890.812500 Penalty: 2861.844238
	Iteration 56Q: 3 clusters Score -835890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -835890.875000 Penalty: 2861.844238
	Iteration 57Q: 3 clusters Score -835890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -835890.875000 Penalty: 2861.844238
	Iteration 58F: 3 clusters Score -835890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Entering Unmasked Estep 
Score: -7287497.500000 Penalty: 1772.833862
	Iteration 0F: 2 clusters Score -7287498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -7251089.500000 Penalty: 3545.667725
	Iteration 0F: 3 clusters Score -7251090 nChanged 25809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -7265664.000000 Penalty: 3545.667725
	Iteration 1F: 3 clusters Score -7265664 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7266304.500000 Penalty: 3545.667725
	Iteration 2Q: 3 clusters Score -7266304 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7267133.000000 Penalty: 3545.667725
	Iteration 3Q: 3 clusters Score -7267133 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -7268372.000000 Penalty: 3545.667725
	Iteration 4F: 3 clusters Score -7268372 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7270579.000000 Penalty: 3545.667725
	Iteration 5F: 3 clusters Score -7270579 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -7273865.000000 Penalty: 3545.667725
	Iteration 6F: 3 clusters Score -7273865 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -7277742.000000 Penalty: 3545.667725
	Iteration 7F: 3 clusters Score -7277742 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -7280980.500000 Penalty: 3545.667725
	Iteration 8F: 3 clusters Score -7280980 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -7283554.000000 Penalty: 3545.667725
	Iteration 9Q: 3 clusters Score -7283554 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7285149.500000 Penalty: 3545.667725
	Iteration 10Q: 3 clusters Score -7285150 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -7285708.000000 Penalty: 3545.667725
	Iteration 11Q: 3 clusters Score -7285708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7285829.000000 Penalty: 3545.667725
	Iteration 12Q: 3 clusters Score -7285829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -7285857.500000 Penalty: 3545.667725
	Iteration 13Q: 3 clusters Score -7285858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -7285885.000000 Penalty: 3545.667725
	Iteration 14Q: 3 clusters Score -7285885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -7285880.500000 Penalty: 3545.667725
	Iteration 15Q: 3 clusters Score -7285880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -7285891.000000 Penalty: 3545.667725
	Iteration 16Q: 3 clusters Score -7285891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -7285902.000000 Penalty: 3545.667725
	Iteration 17Q: 3 clusters Score -7285902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -7285902.000000 Penalty: 3545.667725
	Iteration 18F: 3 clusters Score -7285902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Entering Unmasked Estep 
Score: -1693561.000000 Penalty: 1539.626709
	Iteration 0F: 2 clusters Score -1693561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1684492.625000 Penalty: 3079.253418
	Iteration 0F: 3 clusters Score -1684493 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1687469.500000 Penalty: 3079.253418
	Iteration 1F: 3 clusters Score -1687470 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1687816.500000 Penalty: 3079.253418
	Iteration 2F: 3 clusters Score -1687816 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1688126.500000 Penalty: 3079.253418
	Iteration 3F: 3 clusters Score -1688126 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1688489.375000 Penalty: 3079.253418
	Iteration 4F: 3 clusters Score -1688489 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1688842.625000 Penalty: 3079.253418
	Iteration 5F: 3 clusters Score -1688843 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1689210.125000 Penalty: 3079.253418
	Iteration 6F: 3 clusters Score -1689210 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1689593.250000 Penalty: 3079.253418
	Iteration 7F: 3 clusters Score -1689593 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1690029.750000 Penalty: 3079.253418
	Iteration 8F: 3 clusters Score -1690030 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1690496.125000 Penalty: 3079.253418
	Iteration 9F: 3 clusters Score -1690496 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1690936.250000 Penalty: 3079.253418
	Iteration 10Q: 3 clusters Score -1690936 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1691325.125000 Penalty: 3079.253418
	Iteration 11Q: 3 clusters Score -1691325 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1691646.250000 Penalty: 3079.253418
	Iteration 12Q: 3 clusters Score -1691646 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1691846.250000 Penalty: 3079.253418
	Iteration 13Q: 3 clusters Score -1691846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1691974.375000 Penalty: 3079.253418
	Iteration 14Q: 3 clusters Score -1691974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1692063.750000 Penalty: 3079.253418
	Iteration 15Q: 3 clusters Score -1692064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1692120.250000 Penalty: 3079.253418
	Iteration 16Q: 3 clusters Score -1692120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1692155.500000 Penalty: 3079.253418
	Iteration 17Q: 3 clusters Score -1692156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1692173.875000 Penalty: 3079.253418
	Iteration 18Q: 3 clusters Score -1692174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1692188.000000 Penalty: 3079.253418
	Iteration 19Q: 3 clusters Score -1692188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1692196.375000 Penalty: 3079.253418
	Iteration 20F: 3 clusters Score -1692196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1692207.625000 Penalty: 3079.253418
	Iteration 21Q: 3 clusters Score -1692208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1692225.000000 Penalty: 3079.253418
	Iteration 22Q: 3 clusters Score -1692225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1692233.500000 Penalty: 3079.253418
	Iteration 23Q: 3 clusters Score -1692234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1692245.500000 Penalty: 3079.253418
	Iteration 24Q: 3 clusters Score -1692246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1692256.250000 Penalty: 3079.253418
	Iteration 25Q: 3 clusters Score -1692256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1692267.250000 Penalty: 3079.253418
	Iteration 26Q: 3 clusters Score -1692267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1692271.625000 Penalty: 3079.253418
	Iteration 27Q: 3 clusters Score -1692272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1692271.375000 Penalty: 3079.253418
	Iteration 28Q: 3 clusters Score -1692271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1692271.375000 Penalty: 3079.253418
	Iteration 29F: 3 clusters Score -1692271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37584.773438 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37584.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37882.925781 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37882.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38103.832031 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -38103.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -38222.218750 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -38222.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -38268.937500 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -38268.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -38289.296875 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -38289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -38309.816406 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -38309.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -38309.816406 Penalty: 1921.008911
	Iteration 7F: 3 clusters Score -38309.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 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 371 members 
Entering Unmasked Estep 
Score: -92515.062500 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92515.06 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92727.601562 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92727.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92791.828125 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92791.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92822.195312 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92849.335938 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92849.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92879.523438 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92879.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92901.039062 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92901.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92911.687500 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92911.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92925.882812 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92925.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92933.437500 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -92933.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92943.148438 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -92943.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92951.703125 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -92951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92960.914062 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -92960.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92962.062500 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -92962.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92963.601562 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -92963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92967.906250 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -92967.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92974.742188 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -92974.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92986.812500 Penalty: 2154.972168
	Iteration 17Q: 3 clusters Score -92986.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92990.546875 Penalty: 2154.972168
	Iteration 18Q: 3 clusters Score -92990.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92997.562500 Penalty: 2154.972168
	Iteration 19Q: 3 clusters Score -92997.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -92998.539062 Penalty: 2154.972168
	Iteration 20F: 3 clusters Score -92998.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93001.968750 Penalty: 2154.972168
	Iteration 21Q: 3 clusters Score -93001.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93007.609375 Penalty: 2154.972168
	Iteration 22Q: 3 clusters Score -93007.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93008.156250 Penalty: 2154.972168
	Iteration 23Q: 3 clusters Score -93008.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93008.851562 Penalty: 2154.972168
	Iteration 24Q: 3 clusters Score -93008.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93009.812500 Penalty: 2154.972168
	Iteration 25Q: 3 clusters Score -93009.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93012.218750 Penalty: 2154.972168
	Iteration 26Q: 3 clusters Score -93012.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93013.015625 Penalty: 2154.972168
	Iteration 27Q: 3 clusters Score -93013.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93015.398438 Penalty: 2154.972168
	Iteration 28Q: 3 clusters Score -93015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93015.398438 Penalty: 2154.972168
	Iteration 29F: 3 clusters Score -93015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (75609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Entering Unmasked Estep 
Score: -10037208.000000 Penalty: 1825.416260
	Iteration 0F: 2 clusters Score -1.003721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -9989067.000000 Penalty: 3650.832520
	Iteration 0F: 3 clusters Score -9989067 nChanged 35893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -10009057.000000 Penalty: 3650.832520
	Iteration 1F: 3 clusters Score -1.000906e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -10009537.000000 Penalty: 3650.832520
	Iteration 2Q: 3 clusters Score -1.000954e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -10009966.000000 Penalty: 3650.832520
	Iteration 3Q: 3 clusters Score -1.000997e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -10010568.000000 Penalty: 3650.832520
	Iteration 4Q: 3 clusters Score -1.001057e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -10011424.000000 Penalty: 3650.832520
	Iteration 5Q: 3 clusters Score -1.001142e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -10012715.000000 Penalty: 3650.832520
	Iteration 6Q: 3 clusters Score -1.001272e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -10014647.000000 Penalty: 3650.832520
	Iteration 7Q: 3 clusters Score -1.001465e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -10017777.000000 Penalty: 3650.832520
	Iteration 8F: 3 clusters Score -1.001778e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -10022186.000000 Penalty: 3650.832520
	Iteration 9F: 3 clusters Score -1.002219e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -10026594.000000 Penalty: 3650.832520
	Iteration 10F: 3 clusters Score -1.002659e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -10029795.000000 Penalty: 3650.832520
	Iteration 11F: 3 clusters Score -1.00298e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -10031726.000000 Penalty: 3650.832520
	Iteration 12Q: 3 clusters Score -1.003173e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -10033173.000000 Penalty: 3650.832520
	Iteration 13Q: 3 clusters Score -1.003317e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -10034493.000000 Penalty: 3650.832520
	Iteration 14Q: 3 clusters Score -1.003449e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -10035506.000000 Penalty: 3650.832520
	Iteration 15Q: 3 clusters Score -1.003551e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -10036240.000000 Penalty: 3650.832520
	Iteration 16Q: 3 clusters Score -1.003624e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -10036670.000000 Penalty: 3650.832520
	Iteration 17Q: 3 clusters Score -1.003667e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -10036908.000000 Penalty: 3650.832520
	Iteration 18Q: 3 clusters Score -1.003691e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -10037054.000000 Penalty: 3650.832520
	Iteration 19Q: 3 clusters Score -1.003705e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -10037140.000000 Penalty: 3650.832520
	Iteration 20F: 3 clusters Score -1.003714e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -10037200.000000 Penalty: 3650.832520
	Iteration 21Q: 3 clusters Score -1.00372e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -10037201.000000 Penalty: 3650.832520
	Iteration 22Q: 3 clusters Score -1.00372e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -10037191.000000 Penalty: 3650.832520
	Iteration 23Q: 3 clusters Score -1.003719e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -10037197.000000 Penalty: 3650.832520
	Iteration 24Q: 3 clusters Score -1.00372e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -10037216.000000 Penalty: 3650.832520
	Iteration 25Q: 3 clusters Score -1.003722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -10037192.000000 Penalty: 3650.832520
	Iteration 26Q: 3 clusters Score -1.003719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -10037192.000000 Penalty: 3650.832520
	Iteration 27Q: 3 clusters Score -1.003719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -10037188.000000 Penalty: 3650.832520
	Iteration 28Q: 3 clusters Score -1.003719e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -10037216.000000 Penalty: 3650.832520
	Iteration 29Q: 3 clusters Score -1.003722e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -10037220.000000 Penalty: 3650.832520
	Iteration 30Q: 3 clusters Score -1.003722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -10037227.000000 Penalty: 3650.832520
	Iteration 31Q: 3 clusters Score -1.003723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -10037233.000000 Penalty: 3650.832520
	Iteration 32Q: 3 clusters Score -1.003723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -10037239.000000 Penalty: 3650.832520
	Iteration 33Q: 3 clusters Score -1.003724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -10037254.000000 Penalty: 3650.832520
	Iteration 34Q: 3 clusters Score -1.003725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -10037249.000000 Penalty: 3650.832520
	Iteration 35Q: 3 clusters Score -1.003725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -10037234.000000 Penalty: 3650.832520
	Iteration 36Q: 3 clusters Score -1.003723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -10037221.000000 Penalty: 3650.832520
	Iteration 37Q: 3 clusters Score -1.003722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -10037221.000000 Penalty: 3650.832520
	Iteration 38Q: 3 clusters Score -1.003722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -10037221.000000 Penalty: 3650.832520
	Iteration 39F: 3 clusters Score -1.003722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47970 members 
Mstep: Class 3 contains 62906 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 52722 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 56355 members 
Mstep: Class 11 contains 51462 members 
Mstep: Class 12 contains 66573 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 56654 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 70863 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55960 members 
Mstep: Class 25 contains 72542 members 
Mstep: Class 26 contains 13831 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71731 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 54707 members 
Mstep: Class 32 contains 13025 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 25201 members 
Mstep: Class 36 contains 13031 members 
Mstep: Class 37 contains 2642 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53326 members 
Mstep: Class 40 contains 3483 members 
Mstep: Class 41 contains 50408 members 
Entering Unmasked Estep 
Score: -127784368.000000 Penalty: 92049.632812
Splitting cluster 35 changes total score from -127785400.000000 to -127784368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (13031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Entering Unmasked Estep 
Score: -1715283.375000 Penalty: 1539.701538
	Iteration 0F: 2 clusters Score -1715283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1706121.250000 Penalty: 3079.403076
	Iteration 0F: 3 clusters Score -1706121 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1709266.500000 Penalty: 3079.403076
	Iteration 1F: 3 clusters Score -1709266 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1709647.125000 Penalty: 3079.403076
	Iteration 2F: 3 clusters Score -1709647 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1710059.625000 Penalty: 3079.403076
	Iteration 3F: 3 clusters Score -1710060 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1710502.750000 Penalty: 3079.403076
	Iteration 4F: 3 clusters Score -1710503 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1711043.000000 Penalty: 3079.403076
	Iteration 5F: 3 clusters Score -1711043 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1711721.250000 Penalty: 3079.403076
	Iteration 6F: 3 clusters Score -1711721 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1712495.750000 Penalty: 3079.403076
	Iteration 7F: 3 clusters Score -1712496 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1713306.750000 Penalty: 3079.403076
	Iteration 8F: 3 clusters Score -1713307 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1713985.000000 Penalty: 3079.403076
	Iteration 9F: 3 clusters Score -1713985 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1714340.375000 Penalty: 3079.403076
	Iteration 10Q: 3 clusters Score -1714340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1714465.000000 Penalty: 3079.403076
	Iteration 11Q: 3 clusters Score -1714465 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1714501.625000 Penalty: 3079.403076
	Iteration 12Q: 3 clusters Score -1714502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1714521.250000 Penalty: 3079.403076
	Iteration 13Q: 3 clusters Score -1714521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1714527.125000 Penalty: 3079.403076
	Iteration 14Q: 3 clusters Score -1714527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1714531.625000 Penalty: 3079.403076
	Iteration 15Q: 3 clusters Score -1714532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1714535.750000 Penalty: 3079.403076
	Iteration 16Q: 3 clusters Score -1714536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1714535.500000 Penalty: 3079.403076
	Iteration 17Q: 3 clusters Score -1714536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1714535.125000 Penalty: 3079.403076
	Iteration 18Q: 3 clusters Score -1714535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1714541.250000 Penalty: 3079.403076
	Iteration 19Q: 3 clusters Score -1714541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1714542.250000 Penalty: 3079.403076
	Iteration 20F: 3 clusters Score -1714542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1714541.625000 Penalty: 3079.403076
	Iteration 21Q: 3 clusters Score -1714542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1714542.375000 Penalty: 3079.403076
	Iteration 22Q: 3 clusters Score -1714542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1714544.250000 Penalty: 3079.403076
	Iteration 23Q: 3 clusters Score -1714544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1714548.375000 Penalty: 3079.403076
	Iteration 24Q: 3 clusters Score -1714548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1714548.125000 Penalty: 3079.403076
	Iteration 25Q: 3 clusters Score -1714548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1714548.000000 Penalty: 3079.403076
	Iteration 26Q: 3 clusters Score -1714548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1714546.250000 Penalty: 3079.403076
	Iteration 27Q: 3 clusters Score -1714546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1714546.250000 Penalty: 3079.403076
	Iteration 28F: 3 clusters Score -1714546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -342950.468750 Penalty: 1280.384888
	Iteration 0F: 2 clusters Score -342950.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -340448.625000 Penalty: 2560.769775
	Iteration 0F: 3 clusters Score -340448.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -341011.156250 Penalty: 2560.769775
	Iteration 1F: 3 clusters Score -341011.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -341129.437500 Penalty: 2560.769775
	Iteration 2F: 3 clusters Score -341129.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -341217.937500 Penalty: 2560.769775
	Iteration 3Q: 3 clusters Score -341217.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -341284.937500 Penalty: 2560.769775
	Iteration 4Q: 3 clusters Score -341284.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -341339.656250 Penalty: 2560.769775
	Iteration 5Q: 3 clusters Score -341339.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -341380.093750 Penalty: 2560.769775
	Iteration 6Q: 3 clusters Score -341380.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341417.812500 Penalty: 2560.769775
	Iteration 7Q: 3 clusters Score -341417.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -341449.812500 Penalty: 2560.769775
	Iteration 8Q: 3 clusters Score -341449.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -341477.687500 Penalty: 2560.769775
	Iteration 9Q: 3 clusters Score -341477.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -341503.312500 Penalty: 2560.769775
	Iteration 10Q: 3 clusters Score -341503.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -341527.843750 Penalty: 2560.769775
	Iteration 11Q: 3 clusters Score -341527.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -341550.875000 Penalty: 2560.769775
	Iteration 12Q: 3 clusters Score -341550.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -341569.437500 Penalty: 2560.769775
	Iteration 13Q: 3 clusters Score -341569.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -341593.000000 Penalty: 2560.769775
	Iteration 14Q: 3 clusters Score -341593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -341616.468750 Penalty: 2560.769775
	Iteration 15Q: 3 clusters Score -341616.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -341631.781250 Penalty: 2560.769775
	Iteration 16Q: 3 clusters Score -341631.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -341645.062500 Penalty: 2560.769775
	Iteration 17Q: 3 clusters Score -341645.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -341657.562500 Penalty: 2560.769775
	Iteration 18Q: 3 clusters Score -341657.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -341669.718750 Penalty: 2560.769775
	Iteration 19Q: 3 clusters Score -341669.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -341682.281250 Penalty: 2560.769775
	Iteration 20F: 3 clusters Score -341682.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -341692.218750 Penalty: 2560.769775
	Iteration 21Q: 3 clusters Score -341692.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -341701.250000 Penalty: 2560.769775
	Iteration 22Q: 3 clusters Score -341701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -341708.843750 Penalty: 2560.769775
	Iteration 23Q: 3 clusters Score -341708.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -341716.906250 Penalty: 2560.769775
	Iteration 24Q: 3 clusters Score -341716.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -341726.343750 Penalty: 2560.769775
	Iteration 25Q: 3 clusters Score -341726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -341736.000000 Penalty: 2560.769775
	Iteration 26Q: 3 clusters Score -341736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -341746.875000 Penalty: 2560.769775
	Iteration 27Q: 3 clusters Score -341746.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -341757.250000 Penalty: 2560.769775
	Iteration 28Q: 3 clusters Score -341757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -341764.031250 Penalty: 2560.769775
	Iteration 29Q: 3 clusters Score -341764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -341770.531250 Penalty: 2560.769775
	Iteration 30Q: 3 clusters Score -341770.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -341781.687500 Penalty: 2560.769775
	Iteration 31Q: 3 clusters Score -341781.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -341791.031250 Penalty: 2560.769775
	Iteration 32Q: 3 clusters Score -341791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -341800.718750 Penalty: 2560.769775
	Iteration 33Q: 3 clusters Score -341800.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -341813.468750 Penalty: 2560.769775
	Iteration 34Q: 3 clusters Score -341813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -341823.875000 Penalty: 2560.769775
	Iteration 35Q: 3 clusters Score -341823.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -341828.656250 Penalty: 2560.769775
	Iteration 36Q: 3 clusters Score -341828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -341833.218750 Penalty: 2560.769775
	Iteration 37Q: 3 clusters Score -341833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -341838.906250 Penalty: 2560.769775
	Iteration 38Q: 3 clusters Score -341838.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -341844.531250 Penalty: 2560.769775
	Iteration 39Q: 3 clusters Score -341844.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -341852.062500 Penalty: 2560.769775
	Iteration 40F: 3 clusters Score -341852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -341856.312500 Penalty: 2560.769775
	Iteration 41Q: 3 clusters Score -341856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -341859.750000 Penalty: 2560.769775
	Iteration 42Q: 3 clusters Score -341859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -341865.968750 Penalty: 2560.769775
	Iteration 43Q: 3 clusters Score -341866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -341871.687500 Penalty: 2560.769775
	Iteration 44Q: 3 clusters Score -341871.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -341876.843750 Penalty: 2560.769775
	Iteration 45Q: 3 clusters Score -341876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -341879.000000 Penalty: 2560.769775
	Iteration 46Q: 3 clusters Score -341879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -341880.000000 Penalty: 2560.769775
	Iteration 47Q: 3 clusters Score -341880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -341882.750000 Penalty: 2560.769775
	Iteration 48Q: 3 clusters Score -341882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -341885.406250 Penalty: 2560.769775
	Iteration 49Q: 3 clusters Score -341885.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -341887.218750 Penalty: 2560.769775
	Iteration 50Q: 3 clusters Score -341887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -341887.875000 Penalty: 2560.769775
	Iteration 51Q: 3 clusters Score -341887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -341888.093750 Penalty: 2560.769775
	Iteration 52Q: 3 clusters Score -341888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -341888.843750 Penalty: 2560.769775
	Iteration 53Q: 3 clusters Score -341888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -341888.843750 Penalty: 2560.769775
	Iteration 54F: 3 clusters Score -341888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5195.999023 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5195.999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5341.753418 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5341.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5347.650879 Penalty: 1443.861694
	Iteration 2Q: 3 clusters Score -5347.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5347.650879 Penalty: 1443.861694
	Iteration 3F: 3 clusters Score -5347.651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (53326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Entering Unmasked Estep 
Score: -7056515.500000 Penalty: 1768.679077
	Iteration 0F: 2 clusters Score -7056516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7020920.000000 Penalty: 3537.358154
	Iteration 0F: 3 clusters Score -7020920 nChanged 24988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -7035249.000000 Penalty: 3537.358154
	Iteration 1F: 3 clusters Score -7035249 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -7035722.500000 Penalty: 3537.358154
	Iteration 2Q: 3 clusters Score -7035722 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -7036197.500000 Penalty: 3537.358154
	Iteration 3Q: 3 clusters Score -7036198 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -7036822.500000 Penalty: 3537.358154
	Iteration 4Q: 3 clusters Score -7036822 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -7037517.500000 Penalty: 3537.358154
	Iteration 5Q: 3 clusters Score -7037518 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7038300.000000 Penalty: 3537.358154
	Iteration 6Q: 3 clusters Score -7038300 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -7039323.500000 Penalty: 3537.358154
	Iteration 7Q: 3 clusters Score -7039324 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -7040527.500000 Penalty: 3537.358154
	Iteration 8Q: 3 clusters Score -7040528 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -7041952.000000 Penalty: 3537.358154
	Iteration 9Q: 3 clusters Score -7041952 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -7043612.000000 Penalty: 3537.358154
	Iteration 10F: 3 clusters Score -7043612 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7045595.500000 Penalty: 3537.358154
	Iteration 11F: 3 clusters Score -7045596 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -7047797.000000 Penalty: 3537.358154
	Iteration 12F: 3 clusters Score -7047797 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -7049907.000000 Penalty: 3537.358154
	Iteration 13F: 3 clusters Score -7049907 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -7051741.500000 Penalty: 3537.358154
	Iteration 14Q: 3 clusters Score -7051742 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -7052995.000000 Penalty: 3537.358154
	Iteration 15Q: 3 clusters Score -7052995 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -7053804.000000 Penalty: 3537.358154
	Iteration 16Q: 3 clusters Score -7053804 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -7054265.000000 Penalty: 3537.358154
	Iteration 17Q: 3 clusters Score -7054265 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -7054512.000000 Penalty: 3537.358154
	Iteration 18Q: 3 clusters Score -7054512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7054675.000000 Penalty: 3537.358154
	Iteration 19Q: 3 clusters Score -7054675 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -7054772.000000 Penalty: 3537.358154
	Iteration 20F: 3 clusters Score -7054772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -7054843.000000 Penalty: 3537.358154
	Iteration 21Q: 3 clusters Score -7054843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -7054896.000000 Penalty: 3537.358154
	Iteration 22Q: 3 clusters Score -7054896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -7054939.000000 Penalty: 3537.358154
	Iteration 23Q: 3 clusters Score -7054939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7054961.000000 Penalty: 3537.358154
	Iteration 24Q: 3 clusters Score -7054961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -7054980.000000 Penalty: 3537.358154
	Iteration 25Q: 3 clusters Score -7054980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7055001.500000 Penalty: 3537.358154
	Iteration 26Q: 3 clusters Score -7055002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -7055015.000000 Penalty: 3537.358154
	Iteration 27Q: 3 clusters Score -7055015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -7055018.500000 Penalty: 3537.358154
	Iteration 28Q: 3 clusters Score -7055018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7055029.000000 Penalty: 3537.358154
	Iteration 29Q: 3 clusters Score -7055029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -7055037.500000 Penalty: 3537.358154
	Iteration 30Q: 3 clusters Score -7055038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -7055037.000000 Penalty: 3537.358154
	Iteration 31Q: 3 clusters Score -7055037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -7055038.500000 Penalty: 3537.358154
	Iteration 32Q: 3 clusters Score -7055038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7055042.500000 Penalty: 3537.358154
	Iteration 33Q: 3 clusters Score -7055042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -7055047.000000 Penalty: 3537.358154
	Iteration 34Q: 3 clusters Score -7055047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7055051.500000 Penalty: 3537.358154
	Iteration 35Q: 3 clusters Score -7055052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -7055053.500000 Penalty: 3537.358154
	Iteration 36Q: 3 clusters Score -7055054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -7055055.500000 Penalty: 3537.358154
	Iteration 37Q: 3 clusters Score -7055056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -7055060.000000 Penalty: 3537.358154
	Iteration 38Q: 3 clusters Score -7055060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7055065.500000 Penalty: 3537.358154
	Iteration 39Q: 3 clusters Score -7055066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -7055061.500000 Penalty: 3537.358154
	Iteration 40F: 3 clusters Score -7055062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7055064.500000 Penalty: 3537.358154
	Iteration 41Q: 3 clusters Score -7055064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7055064.500000 Penalty: 3537.358154
	Iteration 42F: 3 clusters Score -7055064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -468052.468750 Penalty: 1325.292969
	Iteration 0F: 2 clusters Score -468052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -465027.468750 Penalty: 2650.585938
	Iteration 0F: 3 clusters Score -465027.5 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -465773.500000 Penalty: 2650.585938
	Iteration 1F: 3 clusters Score -465773.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -465885.187500 Penalty: 2650.585938
	Iteration 2F: 3 clusters Score -465885.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -465968.937500 Penalty: 2650.585938
	Iteration 3Q: 3 clusters Score -465968.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -466017.500000 Penalty: 2650.585938
	Iteration 4Q: 3 clusters Score -466017.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -466054.281250 Penalty: 2650.585938
	Iteration 5Q: 3 clusters Score -466054.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -466085.812500 Penalty: 2650.585938
	Iteration 6Q: 3 clusters Score -466085.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -466105.500000 Penalty: 2650.585938
	Iteration 7Q: 3 clusters Score -466105.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -466119.031250 Penalty: 2650.585938
	Iteration 8Q: 3 clusters Score -466119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -466131.250000 Penalty: 2650.585938
	Iteration 9Q: 3 clusters Score -466131.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -466139.031250 Penalty: 2650.585938
	Iteration 10Q: 3 clusters Score -466139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -466146.937500 Penalty: 2650.585938
	Iteration 11Q: 3 clusters Score -466146.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -466156.562500 Penalty: 2650.585938
	Iteration 12Q: 3 clusters Score -466156.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -466168.281250 Penalty: 2650.585938
	Iteration 13Q: 3 clusters Score -466168.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -466181.250000 Penalty: 2650.585938
	Iteration 14Q: 3 clusters Score -466181.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -466199.625000 Penalty: 2650.585938
	Iteration 15Q: 3 clusters Score -466199.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -466221.281250 Penalty: 2650.585938
	Iteration 16Q: 3 clusters Score -466221.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -466237.875000 Penalty: 2650.585938
	Iteration 17Q: 3 clusters Score -466237.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -466249.625000 Penalty: 2650.585938
	Iteration 18Q: 3 clusters Score -466249.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -466258.968750 Penalty: 2650.585938
	Iteration 19Q: 3 clusters Score -466259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -466269.593750 Penalty: 2650.585938
	Iteration 20F: 3 clusters Score -466269.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -466277.843750 Penalty: 2650.585938
	Iteration 21Q: 3 clusters Score -466277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -466285.562500 Penalty: 2650.585938
	Iteration 22Q: 3 clusters Score -466285.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -466298.281250 Penalty: 2650.585938
	Iteration 23Q: 3 clusters Score -466298.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -466314.750000 Penalty: 2650.585938
	Iteration 24Q: 3 clusters Score -466314.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -466332.062500 Penalty: 2650.585938
	Iteration 25Q: 3 clusters Score -466332.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -466350.093750 Penalty: 2650.585938
	Iteration 26Q: 3 clusters Score -466350.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -466368.562500 Penalty: 2650.585938
	Iteration 27Q: 3 clusters Score -466368.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -466385.468750 Penalty: 2650.585938
	Iteration 28Q: 3 clusters Score -466385.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -466401.687500 Penalty: 2650.585938
	Iteration 29Q: 3 clusters Score -466401.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -466422.156250 Penalty: 2650.585938
	Iteration 30Q: 3 clusters Score -466422.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -466447.406250 Penalty: 2650.585938
	Iteration 31Q: 3 clusters Score -466447.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -466475.937500 Penalty: 2650.585938
	Iteration 32Q: 3 clusters Score -466475.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -466498.062500 Penalty: 2650.585938
	Iteration 33Q: 3 clusters Score -466498.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -466528.468750 Penalty: 2650.585938
	Iteration 34Q: 3 clusters Score -466528.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -466554.718750 Penalty: 2650.585938
	Iteration 35Q: 3 clusters Score -466554.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -466584.531250 Penalty: 2650.585938
	Iteration 36Q: 3 clusters Score -466584.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -466612.281250 Penalty: 2650.585938
	Iteration 37Q: 3 clusters Score -466612.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -466633.625000 Penalty: 2650.585938
	Iteration 38Q: 3 clusters Score -466633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -466645.218750 Penalty: 2650.585938
	Iteration 39Q: 3 clusters Score -466645.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -466659.312500 Penalty: 2650.585938
	Iteration 40F: 3 clusters Score -466659.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -466677.062500 Penalty: 2650.585938
	Iteration 41Q: 3 clusters Score -466677.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -466689.062500 Penalty: 2650.585938
	Iteration 42Q: 3 clusters Score -466689.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -466702.343750 Penalty: 2650.585938
	Iteration 43Q: 3 clusters Score -466702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -466714.250000 Penalty: 2650.585938
	Iteration 44Q: 3 clusters Score -466714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -466719.656250 Penalty: 2650.585938
	Iteration 45Q: 3 clusters Score -466719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -466724.500000 Penalty: 2650.585938
	Iteration 46Q: 3 clusters Score -466724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -466728.000000 Penalty: 2650.585938
	Iteration 47Q: 3 clusters Score -466728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -466737.218750 Penalty: 2650.585938
	Iteration 48Q: 3 clusters Score -466737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -466743.687500 Penalty: 2650.585938
	Iteration 49Q: 3 clusters Score -466743.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -466751.343750 Penalty: 2650.585938
	Iteration 50Q: 3 clusters Score -466751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -466758.343750 Penalty: 2650.585938
	Iteration 51Q: 3 clusters Score -466758.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -466766.718750 Penalty: 2650.585938
	Iteration 52Q: 3 clusters Score -466766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -466771.656250 Penalty: 2650.585938
	Iteration 53Q: 3 clusters Score -466771.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -466776.187500 Penalty: 2650.585938
	Iteration 54Q: 3 clusters Score -466776.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -466781.531250 Penalty: 2650.585938
	Iteration 55Q: 3 clusters Score -466781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -466787.218750 Penalty: 2650.585938
	Iteration 56Q: 3 clusters Score -466787.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -466795.125000 Penalty: 2650.585938
	Iteration 57Q: 3 clusters Score -466795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -466803.437500 Penalty: 2650.585938
	Iteration 58Q: 3 clusters Score -466803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -466808.718750 Penalty: 2650.585938
	Iteration 59Q: 3 clusters Score -466808.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -466816.906250 Penalty: 2650.585938
	Iteration 60F: 3 clusters Score -466816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -466825.625000 Penalty: 2650.585938
	Iteration 61Q: 3 clusters Score -466825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -466833.000000 Penalty: 2650.585938
	Iteration 62Q: 3 clusters Score -466833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -466840.000000 Penalty: 2650.585938
	Iteration 63Q: 3 clusters Score -466840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -466847.156250 Penalty: 2650.585938
	Iteration 64Q: 3 clusters Score -466847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -466851.968750 Penalty: 2650.585938
	Iteration 65Q: 3 clusters Score -466852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -466856.625000 Penalty: 2650.585938
	Iteration 66Q: 3 clusters Score -466856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -466865.937500 Penalty: 2650.585938
	Iteration 67Q: 3 clusters Score -466865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -466875.468750 Penalty: 2650.585938
	Iteration 68Q: 3 clusters Score -466875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -466881.125000 Penalty: 2650.585938
	Iteration 69Q: 3 clusters Score -466881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -466883.625000 Penalty: 2650.585938
	Iteration 70Q: 3 clusters Score -466883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -466886.187500 Penalty: 2650.585938
	Iteration 71Q: 3 clusters Score -466886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -466887.093750 Penalty: 2650.585938
	Iteration 72Q: 3 clusters Score -466887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -466887.875000 Penalty: 2650.585938
	Iteration 73Q: 3 clusters Score -466887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -466889.031250 Penalty: 2650.585938
	Iteration 74Q: 3 clusters Score -466889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -466890.812500 Penalty: 2650.585938
	Iteration 75Q: 3 clusters Score -466890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -466891.562500 Penalty: 2650.585938
	Iteration 76Q: 3 clusters Score -466891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -466891.562500 Penalty: 2650.585938
	Iteration 77F: 3 clusters Score -466891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47970 members 
Mstep: Class 3 contains 62906 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 52722 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 56355 members 
Mstep: Class 11 contains 51462 members 
Mstep: Class 12 contains 66573 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 56654 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 70863 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55960 members 
Mstep: Class 25 contains 72542 members 
Mstep: Class 26 contains 13831 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71731 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 54707 members 
Mstep: Class 32 contains 13025 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75609 members 
Mstep: Class 36 contains 13031 members 
Mstep: Class 37 contains 2642 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53326 members 
Mstep: Class 40 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785392.000000 Penalty: 89804.523438
Iteration 359Q: 41 clusters Score -1.277854e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47948 members 
Mstep: Class 3 contains 63815 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 52886 members 
Mstep: Class 9 contains 13617 members 
Mstep: Class 10 contains 57479 members 
Mstep: Class 11 contains 51453 members 
Mstep: Class 12 contains 66758 members 
Mstep: Class 13 contains 11751 members 
Mstep: Class 14 contains 56581 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7267 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 70628 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55188 members 
Mstep: Class 25 contains 72430 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71715 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 54477 members 
Mstep: Class 32 contains 13026 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74372 members 
Mstep: Class 36 contains 13046 members 
Mstep: Class 37 contains 2657 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53590 members 
Mstep: Class 40 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785440.000000 Penalty: 89804.523438
Iteration 360F: 41 clusters Score -1.277854e+08 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47917 members 
Mstep: Class 3 contains 64264 members 
Mstep: Class 4 contains 16138 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 53022 members 
Mstep: Class 9 contains 13621 members 
Mstep: Class 10 contains 58572 members 
Mstep: Class 11 contains 51451 members 
Mstep: Class 12 contains 66922 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 56497 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 70669 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54386 members 
Mstep: Class 25 contains 72365 members 
Mstep: Class 26 contains 13842 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71691 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 54438 members 
Mstep: Class 32 contains 13023 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73297 members 
Mstep: Class 36 contains 13069 members 
Mstep: Class 37 contains 2673 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53781 members 
Mstep: Class 40 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786064.000000 Penalty: 89804.523438
Iteration 361Q: 41 clusters Score -1.277861e+08 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47873 members 
Mstep: Class 3 contains 64249 members 
Mstep: Class 4 contains 16133 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 53136 members 
Mstep: Class 9 contains 13629 members 
Mstep: Class 10 contains 59556 members 
Mstep: Class 11 contains 51455 members 
Mstep: Class 12 contains 67064 members 
Mstep: Class 13 contains 11738 members 
Mstep: Class 14 contains 56391 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 70965 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53583 members 
Mstep: Class 25 contains 72341 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71686 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 54829 members 
Mstep: Class 32 contains 13018 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72253 members 
Mstep: Class 36 contains 13095 members 
Mstep: Class 37 contains 2687 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53872 members 
Mstep: Class 40 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786952.000000 Penalty: 89804.523438
Iteration 362Q: 41 clusters Score -1.27787e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47845 members 
Mstep: Class 3 contains 63664 members 
Mstep: Class 4 contains 16129 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13693 members 
Mstep: Class 8 contains 53216 members 
Mstep: Class 9 contains 13651 members 
Mstep: Class 10 contains 60452 members 
Mstep: Class 11 contains 51487 members 
Mstep: Class 12 contains 67164 members 
Mstep: Class 13 contains 11733 members 
Mstep: Class 14 contains 56277 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 71567 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52833 members 
Mstep: Class 25 contains 72356 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71692 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 55485 members 
Mstep: Class 32 contains 13012 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71328 members 
Mstep: Class 36 contains 13123 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53852 members 
Mstep: Class 40 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786856.000000 Penalty: 89804.523438
Iteration 363Q: 41 clusters Score -1.277869e+08 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47830 members 
Mstep: Class 3 contains 62696 members 
Mstep: Class 4 contains 16126 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 53313 members 
Mstep: Class 9 contains 13658 members 
Mstep: Class 10 contains 61408 members 
Mstep: Class 11 contains 51491 members 
Mstep: Class 12 contains 67255 members 
Mstep: Class 13 contains 11729 members 
Mstep: Class 14 contains 56141 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 72268 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52217 members 
Mstep: Class 25 contains 72417 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71697 members 
Mstep: Class 30 contains 6661 members 
Mstep: Class 31 contains 56317 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70352 members 
Mstep: Class 36 contains 13147 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53791 members 
Mstep: Class 40 contains 3464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786752.000000 Penalty: 89804.523438
Iteration 364Q: 41 clusters Score -1.277868e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47792 members 
Mstep: Class 3 contains 61694 members 
Mstep: Class 4 contains 16123 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 53334 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 62381 members 
Mstep: Class 11 contains 51485 members 
Mstep: Class 12 contains 67229 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 55983 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7246 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 72855 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51714 members 
Mstep: Class 25 contains 72600 members 
Mstep: Class 26 contains 13849 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71693 members 
Mstep: Class 30 contains 6656 members 
Mstep: Class 31 contains 57218 members 
Mstep: Class 32 contains 13007 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69467 members 
Mstep: Class 36 contains 13171 members 
Mstep: Class 37 contains 2756 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53706 members 
Mstep: Class 40 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786648.000000 Penalty: 89804.523438
Iteration 365Q: 41 clusters Score -1.277866e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47768 members 
Mstep: Class 3 contains 60809 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 53285 members 
Mstep: Class 9 contains 13669 members 
Mstep: Class 10 contains 63237 members 
Mstep: Class 11 contains 51507 members 
Mstep: Class 12 contains 67150 members 
Mstep: Class 13 contains 11722 members 
Mstep: Class 14 contains 55789 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 73325 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51283 members 
Mstep: Class 25 contains 72872 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71701 members 
Mstep: Class 30 contains 6650 members 
Mstep: Class 31 contains 58003 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68785 members 
Mstep: Class 36 contains 13195 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53633 members 
Mstep: Class 40 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786680.000000 Penalty: 89804.523438
Iteration 366Q: 41 clusters Score -1.277867e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47755 members 
Mstep: Class 3 contains 60044 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 53208 members 
Mstep: Class 9 contains 13665 members 
Mstep: Class 10 contains 63930 members 
Mstep: Class 11 contains 51506 members 
Mstep: Class 12 contains 67003 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 55625 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7210 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 73648 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51108 members 
Mstep: Class 25 contains 73167 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71701 members 
Mstep: Class 30 contains 6652 members 
Mstep: Class 31 contains 58706 members 
Mstep: Class 32 contains 13006 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68219 members 
Mstep: Class 36 contains 13219 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53514 members 
Mstep: Class 40 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786664.000000 Penalty: 89804.523438
Iteration 367Q: 41 clusters Score -1.277867e+08 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47749 members 
Mstep: Class 3 contains 59345 members 
Mstep: Class 4 contains 16121 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 53085 members 
Mstep: Class 9 contains 13671 members 
Mstep: Class 10 contains 64152 members 
Mstep: Class 11 contains 51492 members 
Mstep: Class 12 contains 66760 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 55479 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7195 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 73914 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51097 members 
Mstep: Class 25 contains 73523 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71700 members 
Mstep: Class 30 contains 6648 members 
Mstep: Class 31 contains 59421 members 
Mstep: Class 32 contains 13012 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68002 members 
Mstep: Class 36 contains 13232 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53411 members 
Mstep: Class 40 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786968.000000 Penalty: 89804.523438
Iteration 368Q: 41 clusters Score -1.27787e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47739 members 
Mstep: Class 3 contains 58839 members 
Mstep: Class 4 contains 16121 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 52954 members 
Mstep: Class 9 contains 13667 members 
Mstep: Class 10 contains 63897 members 
Mstep: Class 11 contains 51492 members 
Mstep: Class 12 contains 66456 members 
Mstep: Class 13 contains 11734 members 
Mstep: Class 14 contains 55328 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 74096 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51206 members 
Mstep: Class 25 contains 73979 members 
Mstep: Class 26 contains 13847 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71704 members 
Mstep: Class 30 contains 6647 members 
Mstep: Class 31 contains 60068 members 
Mstep: Class 32 contains 13017 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68056 members 
Mstep: Class 36 contains 13244 members 
Mstep: Class 37 contains 2781 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53317 members 
Mstep: Class 40 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787072.000000 Penalty: 89804.523438
Iteration 369Q: 41 clusters Score -1.277871e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47726 members 
Mstep: Class 3 contains 58294 members 
Mstep: Class 4 contains 16121 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 52838 members 
Mstep: Class 9 contains 13672 members 
Mstep: Class 10 contains 63312 members 
Mstep: Class 11 contains 51512 members 
Mstep: Class 12 contains 66110 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 55186 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 74218 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51502 members 
Mstep: Class 25 contains 74441 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71729 members 
Mstep: Class 30 contains 6640 members 
Mstep: Class 31 contains 60757 members 
Mstep: Class 32 contains 13018 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68276 members 
Mstep: Class 36 contains 13249 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53234 members 
Mstep: Class 40 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787064.000000 Penalty: 89804.523438
Iteration 370Q: 41 clusters Score -1.277871e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47729 members 
Mstep: Class 3 contains 57659 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 52697 members 
Mstep: Class 9 contains 13670 members 
Mstep: Class 10 contains 62545 members 
Mstep: Class 11 contains 51523 members 
Mstep: Class 12 contains 65730 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 55047 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7150 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 74400 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51860 members 
Mstep: Class 25 contains 74952 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71737 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 61505 members 
Mstep: Class 32 contains 13015 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68602 members 
Mstep: Class 36 contains 13264 members 
Mstep: Class 37 contains 2774 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53167 members 
Mstep: Class 40 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787024.000000 Penalty: 89804.523438
Iteration 371Q: 41 clusters Score -1.27787e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47718 members 
Mstep: Class 3 contains 57001 members 
Mstep: Class 4 contains 16121 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13682 members 
Mstep: Class 8 contains 52539 members 
Mstep: Class 9 contains 13673 members 
Mstep: Class 10 contains 61564 members 
Mstep: Class 11 contains 51533 members 
Mstep: Class 12 contains 65311 members 
Mstep: Class 13 contains 11741 members 
Mstep: Class 14 contains 54922 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7133 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 74593 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52278 members 
Mstep: Class 25 contains 75493 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71752 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 62284 members 
Mstep: Class 32 contains 13012 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69063 members 
Mstep: Class 36 contains 13284 members 
Mstep: Class 37 contains 2780 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53093 members 
Mstep: Class 40 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787152.000000 Penalty: 89804.523438
Iteration 372Q: 41 clusters Score -1.277872e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47724 members 
Mstep: Class 3 contains 56303 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 52335 members 
Mstep: Class 9 contains 13667 members 
Mstep: Class 10 contains 60500 members 
Mstep: Class 11 contains 51545 members 
Mstep: Class 12 contains 64869 members 
Mstep: Class 13 contains 11741 members 
Mstep: Class 14 contains 54816 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7117 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 74845 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52711 members 
Mstep: Class 25 contains 76058 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71758 members 
Mstep: Class 30 contains 6633 members 
Mstep: Class 31 contains 63059 members 
Mstep: Class 32 contains 13010 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69645 members 
Mstep: Class 36 contains 13291 members 
Mstep: Class 37 contains 2782 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53003 members 
Mstep: Class 40 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787552.000000 Penalty: 89804.523438
Iteration 373Q: 41 clusters Score -1.277876e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47706 members 
Mstep: Class 3 contains 55728 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 52140 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 10 contains 59462 members 
Mstep: Class 11 contains 51542 members 
Mstep: Class 12 contains 64394 members 
Mstep: Class 13 contains 11746 members 
Mstep: Class 14 contains 54719 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7097 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75108 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53189 members 
Mstep: Class 25 contains 76646 members 
Mstep: Class 26 contains 13847 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71775 members 
Mstep: Class 30 contains 6635 members 
Mstep: Class 31 contains 63599 members 
Mstep: Class 32 contains 13013 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70281 members 
Mstep: Class 36 contains 13282 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 52917 members 
Mstep: Class 40 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787680.000000 Penalty: 89804.523438
Iteration 374Q: 41 clusters Score -1.277877e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47699 members 
Mstep: Class 3 contains 55386 members 
Mstep: Class 4 contains 16118 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13677 members 
Mstep: Class 8 contains 51972 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 58602 members 
Mstep: Class 11 contains 51528 members 
Mstep: Class 12 contains 63879 members 
Mstep: Class 13 contains 11749 members 
Mstep: Class 14 contains 54615 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75344 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53665 members 
Mstep: Class 25 contains 77264 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71798 members 
Mstep: Class 30 contains 6629 members 
Mstep: Class 31 contains 63789 members 
Mstep: Class 32 contains 13015 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70823 members 
Mstep: Class 36 contains 13278 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 52880 members 
Mstep: Class 40 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787224.000000 Penalty: 89804.523438
Iteration 375Q: 41 clusters Score -1.277872e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47711 members 
Mstep: Class 3 contains 55080 members 
Mstep: Class 4 contains 16115 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13676 members 
Mstep: Class 8 contains 51790 members 
Mstep: Class 9 contains 13672 members 
Mstep: Class 10 contains 57812 members 
Mstep: Class 11 contains 51530 members 
Mstep: Class 12 contains 63307 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 54521 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75573 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54177 members 
Mstep: Class 25 contains 77916 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71842 members 
Mstep: Class 30 contains 6621 members 
Mstep: Class 31 contains 63675 members 
Mstep: Class 32 contains 13013 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71480 members 
Mstep: Class 36 contains 13271 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 52881 members 
Mstep: Class 40 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786592.000000 Penalty: 89804.523438
Iteration 376Q: 41 clusters Score -1.277866e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47699 members 
Mstep: Class 3 contains 54967 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 51611 members 
Mstep: Class 9 contains 13681 members 
Mstep: Class 10 contains 56924 members 
Mstep: Class 11 contains 51532 members 
Mstep: Class 12 contains 62726 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 54420 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75828 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54686 members 
Mstep: Class 25 contains 78559 members 
Mstep: Class 26 contains 13848 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71889 members 
Mstep: Class 30 contains 6621 members 
Mstep: Class 31 contains 63380 members 
Mstep: Class 32 contains 13009 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72167 members 
Mstep: Class 36 contains 13263 members 
Mstep: Class 37 contains 2745 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 52947 members 
Mstep: Class 40 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786856.000000 Penalty: 89804.523438
Iteration 377Q: 41 clusters Score -1.277869e+08 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 47708 members 
Mstep: Class 3 contains 55165 members 
Mstep: Class 4 contains 16109 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 51464 members 
Mstep: Class 9 contains 13671 members 
Mstep: Class 10 contains 55997 members 
Mstep: Class 11 contains 51546 members 
Mstep: Class 12 contains 62097 members 
Mstep: Class 13 contains 11750 members 
Mstep: Class 14 contains 54304 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6989 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75971 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55212 members 
Mstep: Class 25 contains 79251 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71946 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 62832 members 
Mstep: Class 32 contains 13007 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72835 members 
Mstep: Class 36 contains 13256 members 
Mstep: Class 37 contains 2742 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53059 members 
Mstep: Class 40 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786928.000000 Penalty: 89804.523438
Iteration 378Q: 41 clusters Score -1.277869e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47699 members 
Mstep: Class 3 contains 55636 members 
Mstep: Class 4 contains 16108 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 51302 members 
Mstep: Class 9 contains 13668 members 
Mstep: Class 10 contains 55061 members 
Mstep: Class 11 contains 51545 members 
Mstep: Class 12 contains 61468 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 54236 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75926 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55764 members 
Mstep: Class 25 contains 79930 members 
Mstep: Class 26 contains 13849 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71988 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 62211 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73506 members 
Mstep: Class 36 contains 13249 members 
Mstep: Class 37 contains 2731 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53197 members 
Mstep: Class 40 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786808.000000 Penalty: 89804.523438
Iteration 379Q: 41 clusters Score -1.277868e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47697 members 
Mstep: Class 3 contains 56407 members 
Mstep: Class 4 contains 16109 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13664 members 
Mstep: Class 8 contains 51179 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 10 contains 54250 members 
Mstep: Class 11 contains 51541 members 
Mstep: Class 12 contains 60839 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 54162 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75579 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56267 members 
Mstep: Class 25 contains 80607 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72032 members 
Mstep: Class 30 contains 6629 members 
Mstep: Class 31 contains 61468 members 
Mstep: Class 32 contains 13002 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74143 members 
Mstep: Class 36 contains 13252 members 
Mstep: Class 37 contains 2721 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53362 members 
Mstep: Class 40 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787112.000000 Penalty: 89804.523438
Iteration 380F: 41 clusters Score -1.277871e+08 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47684 members 
Mstep: Class 3 contains 57386 members 
Mstep: Class 4 contains 16109 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 51070 members 
Mstep: Class 9 contains 13668 members 
Mstep: Class 10 contains 53491 members 
Mstep: Class 11 contains 51531 members 
Mstep: Class 12 contains 60200 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 54106 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 75046 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56755 members 
Mstep: Class 25 contains 81268 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72065 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 60549 members 
Mstep: Class 32 contains 12997 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74861 members 
Mstep: Class 36 contains 13261 members 
Mstep: Class 37 contains 2704 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53558 members 
Mstep: Class 40 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787176.000000 Penalty: 89804.523438
Iteration 381Q: 41 clusters Score -1.277872e+08 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47678 members 
Mstep: Class 3 contains 58627 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 51028 members 
Mstep: Class 9 contains 13673 members 
Mstep: Class 10 contains 52961 members 
Mstep: Class 11 contains 51534 members 
Mstep: Class 12 contains 59620 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 54069 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 74365 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57087 members 
Mstep: Class 25 contains 81843 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72093 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 59562 members 
Mstep: Class 32 contains 12997 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75347 members 
Mstep: Class 36 contains 13278 members 
Mstep: Class 37 contains 2693 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53776 members 
Mstep: Class 40 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786688.000000 Penalty: 89804.523438
Iteration 382Q: 41 clusters Score -1.277867e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47669 members 
Mstep: Class 3 contains 59980 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51031 members 
Mstep: Class 9 contains 13677 members 
Mstep: Class 10 contains 52897 members 
Mstep: Class 11 contains 51522 members 
Mstep: Class 12 contains 59139 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 54052 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73643 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57190 members 
Mstep: Class 25 contains 82318 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72118 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 58538 members 
Mstep: Class 32 contains 12996 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75553 members 
Mstep: Class 36 contains 13291 members 
Mstep: Class 37 contains 2685 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 53961 members 
Mstep: Class 40 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786432.000000 Penalty: 89804.523438
Iteration 383Q: 41 clusters Score -1.277864e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47643 members 
Mstep: Class 3 contains 61596 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51072 members 
Mstep: Class 9 contains 13692 members 
Mstep: Class 10 contains 53415 members 
Mstep: Class 11 contains 51496 members 
Mstep: Class 12 contains 58715 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 54054 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 72875 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57009 members 
Mstep: Class 25 contains 82722 members 
Mstep: Class 26 contains 13857 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72147 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 57558 members 
Mstep: Class 32 contains 12996 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 75138 members 
Mstep: Class 36 contains 13302 members 
Mstep: Class 37 contains 2682 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54189 members 
Mstep: Class 40 contains 3425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786344.000000 Penalty: 89804.523438
Iteration 384Q: 41 clusters Score -1.277863e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47605 members 
Mstep: Class 3 contains 63095 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51206 members 
Mstep: Class 9 contains 13684 members 
Mstep: Class 10 contains 54268 members 
Mstep: Class 11 contains 51466 members 
Mstep: Class 12 contains 58313 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 54074 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 72323 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56634 members 
Mstep: Class 25 contains 83115 members 
Mstep: Class 26 contains 13854 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72167 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 56686 members 
Mstep: Class 32 contains 12998 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 74284 members 
Mstep: Class 36 contains 13320 members 
Mstep: Class 37 contains 2675 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54412 members 
Mstep: Class 40 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786520.000000 Penalty: 89804.523438
Iteration 385Q: 41 clusters Score -1.277865e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47560 members 
Mstep: Class 3 contains 64328 members 
Mstep: Class 4 contains 16104 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 51371 members 
Mstep: Class 9 contains 13671 members 
Mstep: Class 10 contains 55234 members 
Mstep: Class 11 contains 51472 members 
Mstep: Class 12 contains 58002 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 54097 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 71981 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56167 members 
Mstep: Class 25 contains 83405 members 
Mstep: Class 26 contains 13854 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72190 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 55967 members 
Mstep: Class 32 contains 12999 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 73262 members 
Mstep: Class 36 contains 13346 members 
Mstep: Class 37 contains 2669 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54616 members 
Mstep: Class 40 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786840.000000 Penalty: 89804.523438
Iteration 386Q: 41 clusters Score -1.277868e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47520 members 
Mstep: Class 3 contains 65202 members 
Mstep: Class 4 contains 16101 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13653 members 
Mstep: Class 8 contains 51568 members 
Mstep: Class 9 contains 13677 members 
Mstep: Class 10 contains 56024 members 
Mstep: Class 11 contains 51456 members 
Mstep: Class 12 contains 57738 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 54150 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 71824 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55681 members 
Mstep: Class 25 contains 83609 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72215 members 
Mstep: Class 30 contains 6617 members 
Mstep: Class 31 contains 55477 members 
Mstep: Class 32 contains 13001 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 72363 members 
Mstep: Class 36 contains 13377 members 
Mstep: Class 37 contains 2668 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54810 members 
Mstep: Class 40 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786744.000000 Penalty: 89804.523438
Iteration 387Q: 41 clusters Score -1.277867e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47491 members 
Mstep: Class 3 contains 65615 members 
Mstep: Class 4 contains 16096 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 51744 members 
Mstep: Class 9 contains 13696 members 
Mstep: Class 10 contains 56850 members 
Mstep: Class 11 contains 51449 members 
Mstep: Class 12 contains 57502 members 
Mstep: Class 13 contains 11727 members 
Mstep: Class 14 contains 54201 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 71998 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55071 members 
Mstep: Class 25 contains 83786 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72244 members 
Mstep: Class 30 contains 6610 members 
Mstep: Class 31 contains 55243 members 
Mstep: Class 32 contains 13007 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 71447 members 
Mstep: Class 36 contains 13408 members 
Mstep: Class 37 contains 2667 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54967 members 
Mstep: Class 40 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786384.000000 Penalty: 89804.523438
Iteration 388Q: 41 clusters Score -1.277864e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47487 members 
Mstep: Class 3 contains 65828 members 
Mstep: Class 4 contains 16095 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51824 members 
Mstep: Class 9 contains 13712 members 
Mstep: Class 10 contains 57630 members 
Mstep: Class 11 contains 51438 members 
Mstep: Class 12 contains 57319 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 54257 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 72319 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54387 members 
Mstep: Class 25 contains 83907 members 
Mstep: Class 26 contains 13855 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72254 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 55086 members 
Mstep: Class 32 contains 13007 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70712 members 
Mstep: Class 36 contains 13447 members 
Mstep: Class 37 contains 2669 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55107 members 
Mstep: Class 40 contains 3390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786048.000000 Penalty: 89804.523438
Iteration 389Q: 41 clusters Score -1.27786e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47470 members 
Mstep: Class 3 contains 65707 members 
Mstep: Class 4 contains 16093 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 51869 members 
Mstep: Class 9 contains 13722 members 
Mstep: Class 10 contains 58443 members 
Mstep: Class 11 contains 51438 members 
Mstep: Class 12 contains 57163 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 54297 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 72719 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53672 members 
Mstep: Class 25 contains 83984 members 
Mstep: Class 26 contains 13855 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72268 members 
Mstep: Class 30 contains 6607 members 
Mstep: Class 31 contains 55284 members 
Mstep: Class 32 contains 13007 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70067 members 
Mstep: Class 36 contains 13494 members 
Mstep: Class 37 contains 2670 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55123 members 
Mstep: Class 40 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785832.000000 Penalty: 89804.523438
Iteration 390Q: 41 clusters Score -1.277858e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47475 members 
Mstep: Class 3 contains 65457 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51872 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 59216 members 
Mstep: Class 11 contains 51455 members 
Mstep: Class 12 contains 57047 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 54360 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6781 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73021 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53015 members 
Mstep: Class 25 contains 84004 members 
Mstep: Class 26 contains 13857 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72280 members 
Mstep: Class 30 contains 6601 members 
Mstep: Class 31 contains 55693 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69493 members 
Mstep: Class 36 contains 13539 members 
Mstep: Class 37 contains 2668 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55084 members 
Mstep: Class 40 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785936.000000 Penalty: 89804.523438
Iteration 391Q: 41 clusters Score -1.277859e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47475 members 
Mstep: Class 3 contains 64957 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51834 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 60116 members 
Mstep: Class 11 contains 51459 members 
Mstep: Class 12 contains 56962 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 54397 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73282 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52409 members 
Mstep: Class 25 contains 84016 members 
Mstep: Class 26 contains 13858 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72297 members 
Mstep: Class 30 contains 6596 members 
Mstep: Class 31 contains 56246 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68973 members 
Mstep: Class 36 contains 13588 members 
Mstep: Class 37 contains 2664 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55020 members 
Mstep: Class 40 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785792.000000 Penalty: 89804.523438
Iteration 392Q: 41 clusters Score -1.277858e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47469 members 
Mstep: Class 3 contains 64231 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51805 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 60927 members 
Mstep: Class 11 contains 51448 members 
Mstep: Class 12 contains 56886 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 54462 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6772 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73437 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51872 members 
Mstep: Class 25 contains 83990 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72316 members 
Mstep: Class 30 contains 6601 members 
Mstep: Class 31 contains 57031 members 
Mstep: Class 32 contains 13002 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68614 members 
Mstep: Class 36 contains 13628 members 
Mstep: Class 37 contains 2660 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54925 members 
Mstep: Class 40 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784880.000000 Penalty: 89804.523438
Iteration 393Q: 41 clusters Score -1.277849e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47456 members 
Mstep: Class 3 contains 63417 members 
Mstep: Class 4 contains 16094 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51760 members 
Mstep: Class 9 contains 13738 members 
Mstep: Class 10 contains 61865 members 
Mstep: Class 11 contains 51433 members 
Mstep: Class 12 contains 56850 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 54537 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6765 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73544 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51416 members 
Mstep: Class 25 contains 83928 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72335 members 
Mstep: Class 30 contains 6598 members 
Mstep: Class 31 contains 57835 members 
Mstep: Class 32 contains 13000 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68172 members 
Mstep: Class 36 contains 13651 members 
Mstep: Class 37 contains 2659 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54864 members 
Mstep: Class 40 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784680.000000 Penalty: 89804.523438
Iteration 394Q: 41 clusters Score -1.277847e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47457 members 
Mstep: Class 3 contains 62564 members 
Mstep: Class 4 contains 16093 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 51704 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 62608 members 
Mstep: Class 11 contains 51400 members 
Mstep: Class 12 contains 56834 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 54621 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73625 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51162 members 
Mstep: Class 25 contains 83854 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72346 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 58676 members 
Mstep: Class 32 contains 13006 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67754 members 
Mstep: Class 36 contains 13674 members 
Mstep: Class 37 contains 2659 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54800 members 
Mstep: Class 40 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784424.000000 Penalty: 89804.523438
Iteration 395Q: 41 clusters Score -1.277844e+08 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47452 members 
Mstep: Class 3 contains 61789 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 51635 members 
Mstep: Class 9 contains 13740 members 
Mstep: Class 10 contains 63216 members 
Mstep: Class 11 contains 51383 members 
Mstep: Class 12 contains 56827 members 
Mstep: Class 13 contains 11734 members 
Mstep: Class 14 contains 54722 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73693 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51107 members 
Mstep: Class 25 contains 83754 members 
Mstep: Class 26 contains 13847 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72354 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 59444 members 
Mstep: Class 32 contains 13011 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67299 members 
Mstep: Class 36 contains 13691 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54728 members 
Mstep: Class 40 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784864.000000 Penalty: 89804.523438
Iteration 396Q: 41 clusters Score -1.277849e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47439 members 
Mstep: Class 3 contains 61150 members 
Mstep: Class 4 contains 16088 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 51567 members 
Mstep: Class 9 contains 13744 members 
Mstep: Class 10 contains 63569 members 
Mstep: Class 11 contains 51369 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 54817 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73712 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51215 members 
Mstep: Class 25 contains 83628 members 
Mstep: Class 26 contains 13842 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72358 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 60176 members 
Mstep: Class 32 contains 13012 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66899 members 
Mstep: Class 36 contains 13702 members 
Mstep: Class 37 contains 2652 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54667 members 
Mstep: Class 40 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784768.000000 Penalty: 89804.523438
Iteration 397Q: 41 clusters Score -1.277848e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47436 members 
Mstep: Class 3 contains 60624 members 
Mstep: Class 4 contains 16083 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 51523 members 
Mstep: Class 9 contains 13748 members 
Mstep: Class 10 contains 63770 members 
Mstep: Class 11 contains 51357 members 
Mstep: Class 12 contains 56903 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 54877 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6715 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73683 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 51528 members 
Mstep: Class 25 contains 83498 members 
Mstep: Class 26 contains 13840 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72349 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 60875 members 
Mstep: Class 32 contains 13015 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66396 members 
Mstep: Class 36 contains 13716 members 
Mstep: Class 37 contains 2643 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54619 members 
Mstep: Class 40 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784328.000000 Penalty: 89804.523438
Iteration 398Q: 41 clusters Score -1.277843e+08 nChanged 4220
Entering ConstructFrom: 
Score: -127784328.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -351730.718750 Penalty: 1290.402710
	Iteration 0F: 2 clusters Score -351730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -349133.562500 Penalty: 2580.805420
	Iteration 0F: 3 clusters Score -349133.6 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -349746.875000 Penalty: 2580.805420
	Iteration 1F: 3 clusters Score -349746.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -349929.593750 Penalty: 2580.805420
	Iteration 2F: 3 clusters Score -349929.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -350040.531250 Penalty: 2580.805420
	Iteration 3F: 3 clusters Score -350040.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -350127.125000 Penalty: 2580.805420
	Iteration 4Q: 3 clusters Score -350127.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -350199.656250 Penalty: 2580.805420
	Iteration 5Q: 3 clusters Score -350199.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -350263.343750 Penalty: 2580.805420
	Iteration 6Q: 3 clusters Score -350263.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350312.687500 Penalty: 2580.805420
	Iteration 7Q: 3 clusters Score -350312.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -350356.781250 Penalty: 2580.805420
	Iteration 8Q: 3 clusters Score -350356.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -350387.250000 Penalty: 2580.805420
	Iteration 9Q: 3 clusters Score -350387.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -350422.656250 Penalty: 2580.805420
	Iteration 10Q: 3 clusters Score -350422.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -350461.906250 Penalty: 2580.805420
	Iteration 11Q: 3 clusters Score -350461.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -350510.125000 Penalty: 2580.805420
	Iteration 12Q: 3 clusters Score -350510.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -350601.062500 Penalty: 2580.805420
	Iteration 13Q: 3 clusters Score -350601.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -350703.750000 Penalty: 2580.805420
	Iteration 14Q: 3 clusters Score -350703.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -350853.656250 Penalty: 2580.805420
	Iteration 15Q: 3 clusters Score -350853.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -350969.343750 Penalty: 2580.805420
	Iteration 16Q: 3 clusters Score -350969.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -351037.250000 Penalty: 2580.805420
	Iteration 17Q: 3 clusters Score -351037.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -351105.343750 Penalty: 2580.805420
	Iteration 18Q: 3 clusters Score -351105.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -351139.687500 Penalty: 2580.805420
	Iteration 19Q: 3 clusters Score -351139.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -351156.812500 Penalty: 2580.805420
	Iteration 20F: 3 clusters Score -351156.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -351167.656250 Penalty: 2580.805420
	Iteration 21Q: 3 clusters Score -351167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -351171.531250 Penalty: 2580.805420
	Iteration 22Q: 3 clusters Score -351171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -351176.031250 Penalty: 2580.805420
	Iteration 23Q: 3 clusters Score -351176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -351177.843750 Penalty: 2580.805420
	Iteration 24Q: 3 clusters Score -351177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -351179.968750 Penalty: 2580.805420
	Iteration 25Q: 3 clusters Score -351180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -351180.875000 Penalty: 2580.805420
	Iteration 26Q: 3 clusters Score -351180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -351180.687500 Penalty: 2580.805420
	Iteration 27Q: 3 clusters Score -351180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -351180.687500 Penalty: 2580.805420
	Iteration 28F: 3 clusters Score -351180.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Entering Unmasked Estep 
Score: -5952446.000000 Penalty: 1749.645996
	Iteration 0F: 2 clusters Score -5952446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -5920769.000000 Penalty: 3499.291992
	Iteration 0F: 3 clusters Score -5920769 nChanged 22219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5933482.000000 Penalty: 3499.291992
	Iteration 1F: 3 clusters Score -5933482 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -5934271.500000 Penalty: 3499.291992
	Iteration 2Q: 3 clusters Score -5934272 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5935400.000000 Penalty: 3499.291992
	Iteration 3F: 3 clusters Score -5935400 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -5937129.500000 Penalty: 3499.291992
	Iteration 4F: 3 clusters Score -5937130 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5939952.000000 Penalty: 3499.291992
	Iteration 5F: 3 clusters Score -5939952 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5943965.500000 Penalty: 3499.291992
	Iteration 6F: 3 clusters Score -5943966 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5947803.500000 Penalty: 3499.291992
	Iteration 7F: 3 clusters Score -5947804 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5949852.500000 Penalty: 3499.291992
	Iteration 8Q: 3 clusters Score -5949852 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5950530.500000 Penalty: 3499.291992
	Iteration 9Q: 3 clusters Score -5950530 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5950718.500000 Penalty: 3499.291992
	Iteration 10Q: 3 clusters Score -5950718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5950795.500000 Penalty: 3499.291992
	Iteration 11Q: 3 clusters Score -5950796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5950832.500000 Penalty: 3499.291992
	Iteration 12Q: 3 clusters Score -5950832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5950856.500000 Penalty: 3499.291992
	Iteration 13Q: 3 clusters Score -5950856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5950857.000000 Penalty: 3499.291992
	Iteration 14Q: 3 clusters Score -5950857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5950860.000000 Penalty: 3499.291992
	Iteration 15Q: 3 clusters Score -5950860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5950869.000000 Penalty: 3499.291992
	Iteration 16Q: 3 clusters Score -5950869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5950868.000000 Penalty: 3499.291992
	Iteration 17Q: 3 clusters Score -5950868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5950868.000000 Penalty: 3499.291992
	Iteration 18F: 3 clusters Score -5950868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Entering Unmasked Estep 
Score: -8006314.500000 Penalty: 1788.244385
	Iteration 0F: 2 clusters Score -8006314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -7966370.500000 Penalty: 3576.488770
	Iteration 0F: 3 clusters Score -7966370 nChanged 28492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -7982676.000000 Penalty: 3576.488770
	Iteration 1F: 3 clusters Score -7982676 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -7983163.500000 Penalty: 3576.488770
	Iteration 2Q: 3 clusters Score -7983164 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -7984007.000000 Penalty: 3576.488770
	Iteration 3Q: 3 clusters Score -7984007 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -7985201.500000 Penalty: 3576.488770
	Iteration 4Q: 3 clusters Score -7985202 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7987112.000000 Penalty: 3576.488770
	Iteration 5F: 3 clusters Score -7987112 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -7990180.500000 Penalty: 3576.488770
	Iteration 6F: 3 clusters Score -7990180 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -7994347.000000 Penalty: 3576.488770
	Iteration 7F: 3 clusters Score -7994347 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -7998509.500000 Penalty: 3576.488770
	Iteration 8F: 3 clusters Score -7998510 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8001764.500000 Penalty: 3576.488770
	Iteration 9F: 3 clusters Score -8001764 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8003644.000000 Penalty: 3576.488770
	Iteration 10Q: 3 clusters Score -8003644 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8004327.500000 Penalty: 3576.488770
	Iteration 11Q: 3 clusters Score -8004328 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8004538.500000 Penalty: 3576.488770
	Iteration 12Q: 3 clusters Score -8004538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8004627.000000 Penalty: 3576.488770
	Iteration 13Q: 3 clusters Score -8004627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8004680.500000 Penalty: 3576.488770
	Iteration 14Q: 3 clusters Score -8004680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8004713.500000 Penalty: 3576.488770
	Iteration 15Q: 3 clusters Score -8004714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8004726.500000 Penalty: 3576.488770
	Iteration 16Q: 3 clusters Score -8004726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8004747.000000 Penalty: 3576.488770
	Iteration 17Q: 3 clusters Score -8004747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8004758.000000 Penalty: 3576.488770
	Iteration 18Q: 3 clusters Score -8004758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8004758.000000 Penalty: 3576.488770
	Iteration 19Q: 3 clusters Score -8004758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8004766.500000 Penalty: 3576.488770
	Iteration 20F: 3 clusters Score -8004766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8004775.000000 Penalty: 3576.488770
	Iteration 21Q: 3 clusters Score -8004775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8004771.500000 Penalty: 3576.488770
	Iteration 22Q: 3 clusters Score -8004772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8004777.000000 Penalty: 3576.488770
	Iteration 23Q: 3 clusters Score -8004777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8004779.000000 Penalty: 3576.488770
	Iteration 24Q: 3 clusters Score -8004779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8004779.000000 Penalty: 3576.488770
	Iteration 25F: 3 clusters Score -8004779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Entering Unmasked Estep 
Score: -2062880.000000 Penalty: 1573.886597
	Iteration 0F: 2 clusters Score -2062880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2051790.750000 Penalty: 3147.773193
	Iteration 0F: 3 clusters Score -2051791 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2055622.375000 Penalty: 3147.773193
	Iteration 1F: 3 clusters Score -2055622 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2055934.750000 Penalty: 3147.773193
	Iteration 2F: 3 clusters Score -2055935 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2056273.375000 Penalty: 3147.773193
	Iteration 3Q: 3 clusters Score -2056273 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2056675.250000 Penalty: 3147.773193
	Iteration 4Q: 3 clusters Score -2056675 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2057240.625000 Penalty: 3147.773193
	Iteration 5F: 3 clusters Score -2057241 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2057979.625000 Penalty: 3147.773193
	Iteration 6F: 3 clusters Score -2057980 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2058814.375000 Penalty: 3147.773193
	Iteration 7F: 3 clusters Score -2058814 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2059601.000000 Penalty: 3147.773193
	Iteration 8F: 3 clusters Score -2059601 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2060229.250000 Penalty: 3147.773193
	Iteration 9Q: 3 clusters Score -2060229 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2060697.375000 Penalty: 3147.773193
	Iteration 10Q: 3 clusters Score -2060697 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2061030.000000 Penalty: 3147.773193
	Iteration 11Q: 3 clusters Score -2061030 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2061216.375000 Penalty: 3147.773193
	Iteration 12Q: 3 clusters Score -2061216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2061330.500000 Penalty: 3147.773193
	Iteration 13Q: 3 clusters Score -2061330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2061405.375000 Penalty: 3147.773193
	Iteration 14Q: 3 clusters Score -2061405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2061457.375000 Penalty: 3147.773193
	Iteration 15Q: 3 clusters Score -2061457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2061479.625000 Penalty: 3147.773193
	Iteration 16Q: 3 clusters Score -2061480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2061500.875000 Penalty: 3147.773193
	Iteration 17Q: 3 clusters Score -2061501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2061513.750000 Penalty: 3147.773193
	Iteration 18Q: 3 clusters Score -2061514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2061520.000000 Penalty: 3147.773193
	Iteration 19Q: 3 clusters Score -2061520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2061525.000000 Penalty: 3147.773193
	Iteration 20F: 3 clusters Score -2061525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2061530.375000 Penalty: 3147.773193
	Iteration 21Q: 3 clusters Score -2061530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2061530.375000 Penalty: 3147.773193
	Iteration 22F: 3 clusters Score -2061530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -614679.500000 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -614679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -610813.125000 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -610813.1 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -611821.312500 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -611821.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -611983.625000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -611983.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -612078.312500 Penalty: 2754.752930
	Iteration 3Q: 3 clusters Score -612078.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -612156.000000 Penalty: 2754.752930
	Iteration 4Q: 3 clusters Score -612156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -612225.500000 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -612225.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -612300.687500 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -612300.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -612377.437500 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -612377.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -612458.125000 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -612458.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -612568.812500 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -612568.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -612695.125000 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -612695.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -612817.187500 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -612817.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -612956.062500 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -612956.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -613092.187500 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -613092.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -613209.812500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -613209.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -613313.250000 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -613313.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -613400.937500 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -613400.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -613457.375000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -613457.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -613498.500000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -613498.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -613523.250000 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -613523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -613535.125000 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -613535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -613544.812500 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -613544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -613555.562500 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -613555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -613562.250000 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -613562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -613567.625000 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -613567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -613571.500000 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -613571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -613576.625000 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -613576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -613583.875000 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -613583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -613586.312500 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -613586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -613586.750000 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -613586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -613588.250000 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -613588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -613591.125000 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -613591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -613591.500000 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -613591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -613591.500000 Penalty: 2754.752930
	Iteration 33F: 3 clusters Score -613591.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -811417.562500 Penalty: 1424.361694
	Iteration 0F: 2 clusters Score -811417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -806619.000000 Penalty: 2848.723389
	Iteration 0F: 3 clusters Score -806619 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -808033.500000 Penalty: 2848.723389
	Iteration 1F: 3 clusters Score -808033.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -808237.250000 Penalty: 2848.723389
	Iteration 2F: 3 clusters Score -808237.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -808373.937500 Penalty: 2848.723389
	Iteration 3Q: 3 clusters Score -808373.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -808468.062500 Penalty: 2848.723389
	Iteration 4Q: 3 clusters Score -808468.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -808542.312500 Penalty: 2848.723389
	Iteration 5Q: 3 clusters Score -808542.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -808616.187500 Penalty: 2848.723389
	Iteration 6Q: 3 clusters Score -808616.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -808683.062500 Penalty: 2848.723389
	Iteration 7Q: 3 clusters Score -808683.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -808742.937500 Penalty: 2848.723389
	Iteration 8Q: 3 clusters Score -808742.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -808798.625000 Penalty: 2848.723389
	Iteration 9Q: 3 clusters Score -808798.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -808856.687500 Penalty: 2848.723389
	Iteration 10Q: 3 clusters Score -808856.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -808921.125000 Penalty: 2848.723389
	Iteration 11Q: 3 clusters Score -808921.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -808994.625000 Penalty: 2848.723389
	Iteration 12Q: 3 clusters Score -808994.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -809062.000000 Penalty: 2848.723389
	Iteration 13Q: 3 clusters Score -809062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -809146.062500 Penalty: 2848.723389
	Iteration 14Q: 3 clusters Score -809146.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -809250.875000 Penalty: 2848.723389
	Iteration 15Q: 3 clusters Score -809250.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -809356.750000 Penalty: 2848.723389
	Iteration 16Q: 3 clusters Score -809356.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -809443.375000 Penalty: 2848.723389
	Iteration 17Q: 3 clusters Score -809443.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -809530.437500 Penalty: 2848.723389
	Iteration 18Q: 3 clusters Score -809530.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -809609.062500 Penalty: 2848.723389
	Iteration 19Q: 3 clusters Score -809609.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -809686.875000 Penalty: 2848.723389
	Iteration 20F: 3 clusters Score -809686.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -809754.937500 Penalty: 2848.723389
	Iteration 21Q: 3 clusters Score -809754.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -809808.187500 Penalty: 2848.723389
	Iteration 22Q: 3 clusters Score -809808.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -809848.062500 Penalty: 2848.723389
	Iteration 23Q: 3 clusters Score -809848.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -809887.937500 Penalty: 2848.723389
	Iteration 24Q: 3 clusters Score -809887.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -809936.625000 Penalty: 2848.723389
	Iteration 25Q: 3 clusters Score -809936.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -809971.500000 Penalty: 2848.723389
	Iteration 26Q: 3 clusters Score -809971.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -809997.812500 Penalty: 2848.723389
	Iteration 27Q: 3 clusters Score -809997.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -810020.250000 Penalty: 2848.723389
	Iteration 28Q: 3 clusters Score -810020.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -810033.000000 Penalty: 2848.723389
	Iteration 29Q: 3 clusters Score -810033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -810044.875000 Penalty: 2848.723389
	Iteration 30Q: 3 clusters Score -810044.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -810051.937500 Penalty: 2848.723389
	Iteration 31Q: 3 clusters Score -810051.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -810063.187500 Penalty: 2848.723389
	Iteration 32Q: 3 clusters Score -810063.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -810078.562500 Penalty: 2848.723389
	Iteration 33Q: 3 clusters Score -810078.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -810092.187500 Penalty: 2848.723389
	Iteration 34Q: 3 clusters Score -810092.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -810100.812500 Penalty: 2848.723389
	Iteration 35Q: 3 clusters Score -810100.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -810112.375000 Penalty: 2848.723389
	Iteration 36Q: 3 clusters Score -810112.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -810117.812500 Penalty: 2848.723389
	Iteration 37Q: 3 clusters Score -810117.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -810126.937500 Penalty: 2848.723389
	Iteration 38Q: 3 clusters Score -810126.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -810136.437500 Penalty: 2848.723389
	Iteration 39Q: 3 clusters Score -810136.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -810141.625000 Penalty: 2848.723389
	Iteration 40F: 3 clusters Score -810141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -810144.500000 Penalty: 2848.723389
	Iteration 41Q: 3 clusters Score -810144.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -810147.875000 Penalty: 2848.723389
	Iteration 42Q: 3 clusters Score -810147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -810149.000000 Penalty: 2848.723389
	Iteration 43Q: 3 clusters Score -810149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -810150.500000 Penalty: 2848.723389
	Iteration 44Q: 3 clusters Score -810150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -810152.937500 Penalty: 2848.723389
	Iteration 45Q: 3 clusters Score -810152.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -810154.437500 Penalty: 2848.723389
	Iteration 46Q: 3 clusters Score -810154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -810157.437500 Penalty: 2848.723389
	Iteration 47Q: 3 clusters Score -810157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -810157.750000 Penalty: 2848.723389
	Iteration 48Q: 3 clusters Score -810157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -810163.375000 Penalty: 2848.723389
	Iteration 49Q: 3 clusters Score -810163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -810164.250000 Penalty: 2848.723389
	Iteration 50Q: 3 clusters Score -810164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -810164.500000 Penalty: 2848.723389
	Iteration 51Q: 3 clusters Score -810164.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -810165.250000 Penalty: 2848.723389
	Iteration 52Q: 3 clusters Score -810165.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -810168.125000 Penalty: 2848.723389
	Iteration 53Q: 3 clusters Score -810168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -810171.500000 Penalty: 2848.723389
	Iteration 54Q: 3 clusters Score -810171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -810172.187500 Penalty: 2848.723389
	Iteration 55Q: 3 clusters Score -810172.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -810178.312500 Penalty: 2848.723389
	Iteration 56Q: 3 clusters Score -810178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -810180.062500 Penalty: 2848.723389
	Iteration 57Q: 3 clusters Score -810180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -810181.937500 Penalty: 2848.723389
	Iteration 58Q: 3 clusters Score -810181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -810182.937500 Penalty: 2848.723389
	Iteration 59Q: 3 clusters Score -810182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -810183.062500 Penalty: 2848.723389
	Iteration 60F: 3 clusters Score -810183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -810185.812500 Penalty: 2848.723389
	Iteration 61Q: 3 clusters Score -810185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -810186.500000 Penalty: 2848.723389
	Iteration 62Q: 3 clusters Score -810186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -810185.312500 Penalty: 2848.723389
	Iteration 63Q: 3 clusters Score -810185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -810185.312500 Penalty: 2848.723389
	Iteration 64F: 3 clusters Score -810185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Entering Unmasked Estep 
Score: -1618324.750000 Penalty: 1547.278564
	Iteration 0F: 2 clusters Score -1618325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1608775.500000 Penalty: 3094.557129
	Iteration 0F: 3 clusters Score -1608776 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1612126.750000 Penalty: 3094.557129
	Iteration 1F: 3 clusters Score -1612127 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1612624.750000 Penalty: 3094.557129
	Iteration 2F: 3 clusters Score -1612625 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1613140.500000 Penalty: 3094.557129
	Iteration 3F: 3 clusters Score -1613140 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1613741.875000 Penalty: 3094.557129
	Iteration 4F: 3 clusters Score -1613742 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1614349.625000 Penalty: 3094.557129
	Iteration 5F: 3 clusters Score -1614350 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1614866.375000 Penalty: 3094.557129
	Iteration 6F: 3 clusters Score -1614866 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1615261.875000 Penalty: 3094.557129
	Iteration 7F: 3 clusters Score -1615262 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1615537.625000 Penalty: 3094.557129
	Iteration 8Q: 3 clusters Score -1615538 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1615727.875000 Penalty: 3094.557129
	Iteration 9Q: 3 clusters Score -1615728 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1615881.875000 Penalty: 3094.557129
	Iteration 10Q: 3 clusters Score -1615882 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1615994.500000 Penalty: 3094.557129
	Iteration 11Q: 3 clusters Score -1615994 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1616099.750000 Penalty: 3094.557129
	Iteration 12Q: 3 clusters Score -1616100 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1616201.125000 Penalty: 3094.557129
	Iteration 13Q: 3 clusters Score -1616201 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1616295.375000 Penalty: 3094.557129
	Iteration 14Q: 3 clusters Score -1616295 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1616397.750000 Penalty: 3094.557129
	Iteration 15Q: 3 clusters Score -1616398 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1616506.750000 Penalty: 3094.557129
	Iteration 16Q: 3 clusters Score -1616507 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1616636.375000 Penalty: 3094.557129
	Iteration 17Q: 3 clusters Score -1616636 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1616733.375000 Penalty: 3094.557129
	Iteration 18Q: 3 clusters Score -1616733 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1616839.625000 Penalty: 3094.557129
	Iteration 19Q: 3 clusters Score -1616840 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1616934.375000 Penalty: 3094.557129
	Iteration 20F: 3 clusters Score -1616934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1617024.375000 Penalty: 3094.557129
	Iteration 21Q: 3 clusters Score -1617024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1617111.250000 Penalty: 3094.557129
	Iteration 22Q: 3 clusters Score -1617111 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1617205.250000 Penalty: 3094.557129
	Iteration 23Q: 3 clusters Score -1617205 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1617301.750000 Penalty: 3094.557129
	Iteration 24Q: 3 clusters Score -1617302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1617370.625000 Penalty: 3094.557129
	Iteration 25Q: 3 clusters Score -1617371 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1617436.500000 Penalty: 3094.557129
	Iteration 26Q: 3 clusters Score -1617436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1617495.375000 Penalty: 3094.557129
	Iteration 27Q: 3 clusters Score -1617495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1617524.125000 Penalty: 3094.557129
	Iteration 28Q: 3 clusters Score -1617524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1617561.125000 Penalty: 3094.557129
	Iteration 29Q: 3 clusters Score -1617561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1617588.375000 Penalty: 3094.557129
	Iteration 30Q: 3 clusters Score -1617588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1617600.250000 Penalty: 3094.557129
	Iteration 31Q: 3 clusters Score -1617600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1617613.500000 Penalty: 3094.557129
	Iteration 32Q: 3 clusters Score -1617614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1617624.875000 Penalty: 3094.557129
	Iteration 33Q: 3 clusters Score -1617625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1617623.500000 Penalty: 3094.557129
	Iteration 34Q: 3 clusters Score -1617624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1617625.750000 Penalty: 3094.557129
	Iteration 35Q: 3 clusters Score -1617626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1617632.500000 Penalty: 3094.557129
	Iteration 36Q: 3 clusters Score -1617632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1617631.375000 Penalty: 3094.557129
	Iteration 37Q: 3 clusters Score -1617631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1617634.875000 Penalty: 3094.557129
	Iteration 38F: 3 clusters Score -1617635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1617639.125000 Penalty: 3094.557129
	Iteration 39Q: 3 clusters Score -1617639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1617640.875000 Penalty: 3094.557129
	Iteration 40F: 3 clusters Score -1617641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1617641.500000 Penalty: 3094.557129
	Iteration 41Q: 3 clusters Score -1617642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1617646.500000 Penalty: 3094.557129
	Iteration 42Q: 3 clusters Score -1617646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1617643.875000 Penalty: 3094.557129
	Iteration 43Q: 3 clusters Score -1617644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1617644.000000 Penalty: 3094.557129
	Iteration 44Q: 3 clusters Score -1617644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1617644.000000 Penalty: 3094.557129
	Iteration 45F: 3 clusters Score -1617644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Entering Unmasked Estep 
Score: -6794465.500000 Penalty: 1762.891113
	Iteration 0F: 2 clusters Score -6794466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -6760227.000000 Penalty: 3525.782227
	Iteration 0F: 3 clusters Score -6760227 nChanged 24068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -6773850.000000 Penalty: 3525.782227
	Iteration 1F: 3 clusters Score -6773850 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6774359.000000 Penalty: 3525.782227
	Iteration 2Q: 3 clusters Score -6774359 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6774906.500000 Penalty: 3525.782227
	Iteration 3Q: 3 clusters Score -6774906 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -6775686.000000 Penalty: 3525.782227
	Iteration 4Q: 3 clusters Score -6775686 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -6776868.000000 Penalty: 3525.782227
	Iteration 5Q: 3 clusters Score -6776868 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -6778845.500000 Penalty: 3525.782227
	Iteration 6F: 3 clusters Score -6778846 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -6781709.000000 Penalty: 3525.782227
	Iteration 7F: 3 clusters Score -6781709 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -6785135.000000 Penalty: 3525.782227
	Iteration 8F: 3 clusters Score -6785135 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6788209.500000 Penalty: 3525.782227
	Iteration 9F: 3 clusters Score -6788210 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -6790222.500000 Penalty: 3525.782227
	Iteration 10Q: 3 clusters Score -6790222 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -6791354.500000 Penalty: 3525.782227
	Iteration 11Q: 3 clusters Score -6791354 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -6791928.500000 Penalty: 3525.782227
	Iteration 12Q: 3 clusters Score -6791928 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6792242.500000 Penalty: 3525.782227
	Iteration 13Q: 3 clusters Score -6792242 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -6792416.000000 Penalty: 3525.782227
	Iteration 14Q: 3 clusters Score -6792416 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6792584.000000 Penalty: 3525.782227
	Iteration 15Q: 3 clusters Score -6792584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -6792686.500000 Penalty: 3525.782227
	Iteration 16Q: 3 clusters Score -6792686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6792781.500000 Penalty: 3525.782227
	Iteration 17Q: 3 clusters Score -6792782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6792852.000000 Penalty: 3525.782227
	Iteration 18Q: 3 clusters Score -6792852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6792932.500000 Penalty: 3525.782227
	Iteration 19Q: 3 clusters Score -6792932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6792997.000000 Penalty: 3525.782227
	Iteration 20F: 3 clusters Score -6792997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6793057.500000 Penalty: 3525.782227
	Iteration 21Q: 3 clusters Score -6793058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6793116.500000 Penalty: 3525.782227
	Iteration 22Q: 3 clusters Score -6793116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6793160.500000 Penalty: 3525.782227
	Iteration 23Q: 3 clusters Score -6793160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -6793197.000000 Penalty: 3525.782227
	Iteration 24Q: 3 clusters Score -6793197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6793220.500000 Penalty: 3525.782227
	Iteration 25Q: 3 clusters Score -6793220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -6793226.500000 Penalty: 3525.782227
	Iteration 26Q: 3 clusters Score -6793226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6793231.500000 Penalty: 3525.782227
	Iteration 27Q: 3 clusters Score -6793232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -6793232.000000 Penalty: 3525.782227
	Iteration 28Q: 3 clusters Score -6793232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -6793244.000000 Penalty: 3525.782227
	Iteration 29Q: 3 clusters Score -6793244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6793254.000000 Penalty: 3525.782227
	Iteration 30Q: 3 clusters Score -6793254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -6793250.000000 Penalty: 3525.782227
	Iteration 31Q: 3 clusters Score -6793250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6793252.500000 Penalty: 3525.782227
	Iteration 32Q: 3 clusters Score -6793252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6793254.500000 Penalty: 3525.782227
	Iteration 33Q: 3 clusters Score -6793254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6793265.000000 Penalty: 3525.782227
	Iteration 34Q: 3 clusters Score -6793265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6793271.000000 Penalty: 3525.782227
	Iteration 35Q: 3 clusters Score -6793271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6793264.500000 Penalty: 3525.782227
	Iteration 36Q: 3 clusters Score -6793264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -6793268.500000 Penalty: 3525.782227
	Iteration 37Q: 3 clusters Score -6793268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -6793270.000000 Penalty: 3525.782227
	Iteration 38Q: 3 clusters Score -6793270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -6793272.000000 Penalty: 3525.782227
	Iteration 39Q: 3 clusters Score -6793272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6793266.000000 Penalty: 3525.782227
	Iteration 40F: 3 clusters Score -6793266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Entering Unmasked Estep 
Score: -1726618.250000 Penalty: 1548.464600
	Iteration 0F: 2 clusters Score -1726618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1717142.750000 Penalty: 3096.929199
	Iteration 0F: 3 clusters Score -1717143 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1720353.625000 Penalty: 3096.929199
	Iteration 1F: 3 clusters Score -1720354 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1720659.875000 Penalty: 3096.929199
	Iteration 2F: 3 clusters Score -1720660 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1720967.000000 Penalty: 3096.929199
	Iteration 3F: 3 clusters Score -1720967 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1721273.875000 Penalty: 3096.929199
	Iteration 4Q: 3 clusters Score -1721274 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1721635.875000 Penalty: 3096.929199
	Iteration 5F: 3 clusters Score -1721636 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1722016.125000 Penalty: 3096.929199
	Iteration 6F: 3 clusters Score -1722016 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1722427.750000 Penalty: 3096.929199
	Iteration 7F: 3 clusters Score -1722428 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1722871.875000 Penalty: 3096.929199
	Iteration 8Q: 3 clusters Score -1722872 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1723297.500000 Penalty: 3096.929199
	Iteration 9Q: 3 clusters Score -1723298 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1723664.500000 Penalty: 3096.929199
	Iteration 10Q: 3 clusters Score -1723664 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1723924.750000 Penalty: 3096.929199
	Iteration 11Q: 3 clusters Score -1723925 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1724092.375000 Penalty: 3096.929199
	Iteration 12Q: 3 clusters Score -1724092 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1724230.875000 Penalty: 3096.929199
	Iteration 13Q: 3 clusters Score -1724231 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1724363.875000 Penalty: 3096.929199
	Iteration 14Q: 3 clusters Score -1724364 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1724472.750000 Penalty: 3096.929199
	Iteration 15Q: 3 clusters Score -1724473 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1724582.875000 Penalty: 3096.929199
	Iteration 16Q: 3 clusters Score -1724583 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1724711.000000 Penalty: 3096.929199
	Iteration 17Q: 3 clusters Score -1724711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1724813.500000 Penalty: 3096.929199
	Iteration 18Q: 3 clusters Score -1724814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1724911.375000 Penalty: 3096.929199
	Iteration 19Q: 3 clusters Score -1724911 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1724970.875000 Penalty: 3096.929199
	Iteration 20F: 3 clusters Score -1724971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1725023.000000 Penalty: 3096.929199
	Iteration 21Q: 3 clusters Score -1725023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1725065.625000 Penalty: 3096.929199
	Iteration 22Q: 3 clusters Score -1725066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1725110.500000 Penalty: 3096.929199
	Iteration 23Q: 3 clusters Score -1725110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1725156.625000 Penalty: 3096.929199
	Iteration 24Q: 3 clusters Score -1725157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1725202.500000 Penalty: 3096.929199
	Iteration 25Q: 3 clusters Score -1725202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1725230.875000 Penalty: 3096.929199
	Iteration 26Q: 3 clusters Score -1725231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1725262.500000 Penalty: 3096.929199
	Iteration 27Q: 3 clusters Score -1725262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1725282.375000 Penalty: 3096.929199
	Iteration 28Q: 3 clusters Score -1725282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1725311.250000 Penalty: 3096.929199
	Iteration 29Q: 3 clusters Score -1725311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1725322.375000 Penalty: 3096.929199
	Iteration 30Q: 3 clusters Score -1725322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1725340.875000 Penalty: 3096.929199
	Iteration 31Q: 3 clusters Score -1725341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1725354.750000 Penalty: 3096.929199
	Iteration 32Q: 3 clusters Score -1725355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1725369.500000 Penalty: 3096.929199
	Iteration 33Q: 3 clusters Score -1725370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1725378.500000 Penalty: 3096.929199
	Iteration 34Q: 3 clusters Score -1725378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1725386.250000 Penalty: 3096.929199
	Iteration 35Q: 3 clusters Score -1725386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1725393.875000 Penalty: 3096.929199
	Iteration 36Q: 3 clusters Score -1725394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1725394.000000 Penalty: 3096.929199
	Iteration 37Q: 3 clusters Score -1725394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1725399.500000 Penalty: 3096.929199
	Iteration 38Q: 3 clusters Score -1725400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1725399.500000 Penalty: 3096.929199
	Iteration 39Q: 3 clusters Score -1725400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1725400.500000 Penalty: 3096.929199
	Iteration 40F: 3 clusters Score -1725400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1725407.500000 Penalty: 3096.929199
	Iteration 41Q: 3 clusters Score -1725408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1725406.875000 Penalty: 3096.929199
	Iteration 42Q: 3 clusters Score -1725407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1725412.375000 Penalty: 3096.929199
	Iteration 43Q: 3 clusters Score -1725412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1725416.375000 Penalty: 3096.929199
	Iteration 44Q: 3 clusters Score -1725416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1725416.875000 Penalty: 3096.929199
	Iteration 45Q: 3 clusters Score -1725417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1725416.875000 Penalty: 3096.929199
	Iteration 46F: 3 clusters Score -1725417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Entering Unmasked Estep 
Score: -8480979.000000 Penalty: 1797.572876
	Iteration 0F: 2 clusters Score -8480979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -8438872.000000 Penalty: 3595.145752
	Iteration 0F: 3 clusters Score -8438872 nChanged 30106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -8456228.000000 Penalty: 3595.145752
	Iteration 1F: 3 clusters Score -8456228 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -8456904.000000 Penalty: 3595.145752
	Iteration 2Q: 3 clusters Score -8456904 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8457609.000000 Penalty: 3595.145752
	Iteration 3Q: 3 clusters Score -8457609 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -8458703.000000 Penalty: 3595.145752
	Iteration 4Q: 3 clusters Score -8458703 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -8460251.000000 Penalty: 3595.145752
	Iteration 5Q: 3 clusters Score -8460251 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8462370.000000 Penalty: 3595.145752
	Iteration 6F: 3 clusters Score -8462370 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -8465070.000000 Penalty: 3595.145752
	Iteration 7F: 3 clusters Score -8465070 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -8468019.000000 Penalty: 3595.145752
	Iteration 8F: 3 clusters Score -8468019 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -8470270.000000 Penalty: 3595.145752
	Iteration 9F: 3 clusters Score -8470270 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8471857.000000 Penalty: 3595.145752
	Iteration 10Q: 3 clusters Score -8471857 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -8473066.000000 Penalty: 3595.145752
	Iteration 11Q: 3 clusters Score -8473066 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -8474046.000000 Penalty: 3595.145752
	Iteration 12Q: 3 clusters Score -8474046 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -8474968.000000 Penalty: 3595.145752
	Iteration 13Q: 3 clusters Score -8474968 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -8475793.000000 Penalty: 3595.145752
	Iteration 14Q: 3 clusters Score -8475793 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8476528.000000 Penalty: 3595.145752
	Iteration 15Q: 3 clusters Score -8476528 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8477138.000000 Penalty: 3595.145752
	Iteration 16Q: 3 clusters Score -8477138 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8477774.000000 Penalty: 3595.145752
	Iteration 17Q: 3 clusters Score -8477774 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8478273.000000 Penalty: 3595.145752
	Iteration 18Q: 3 clusters Score -8478273 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8478716.000000 Penalty: 3595.145752
	Iteration 19Q: 3 clusters Score -8478716 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8478965.000000 Penalty: 3595.145752
	Iteration 20F: 3 clusters Score -8478965 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8479117.000000 Penalty: 3595.145752
	Iteration 21Q: 3 clusters Score -8479117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8479232.000000 Penalty: 3595.145752
	Iteration 22Q: 3 clusters Score -8479232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8479270.000000 Penalty: 3595.145752
	Iteration 23Q: 3 clusters Score -8479270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8479325.000000 Penalty: 3595.145752
	Iteration 24Q: 3 clusters Score -8479325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8479353.000000 Penalty: 3595.145752
	Iteration 25Q: 3 clusters Score -8479353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8479369.000000 Penalty: 3595.145752
	Iteration 26Q: 3 clusters Score -8479369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8479370.000000 Penalty: 3595.145752
	Iteration 27Q: 3 clusters Score -8479370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8479374.000000 Penalty: 3595.145752
	Iteration 28Q: 3 clusters Score -8479374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8479375.000000 Penalty: 3595.145752
	Iteration 29Q: 3 clusters Score -8479375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8479384.000000 Penalty: 3595.145752
	Iteration 30Q: 3 clusters Score -8479384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8479391.000000 Penalty: 3595.145752
	Iteration 31Q: 3 clusters Score -8479391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8479391.000000 Penalty: 3595.145752
	Iteration 32F: 3 clusters Score -8479391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Entering Unmasked Estep 
Score: -6734353.000000 Penalty: 1762.511719
	Iteration 0F: 2 clusters Score -6734353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -6699931.000000 Penalty: 3525.023438
	Iteration 0F: 3 clusters Score -6699931 nChanged 24225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6713925.500000 Penalty: 3525.023438
	Iteration 1F: 3 clusters Score -6713926 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -6714790.000000 Penalty: 3525.023438
	Iteration 2Q: 3 clusters Score -6714790 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -6715842.500000 Penalty: 3525.023438
	Iteration 3Q: 3 clusters Score -6715842 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6717429.500000 Penalty: 3525.023438
	Iteration 4F: 3 clusters Score -6717430 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -6719717.500000 Penalty: 3525.023438
	Iteration 5F: 3 clusters Score -6719718 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -6722638.000000 Penalty: 3525.023438
	Iteration 6F: 3 clusters Score -6722638 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -6725763.500000 Penalty: 3525.023438
	Iteration 7F: 3 clusters Score -6725764 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -6728607.500000 Penalty: 3525.023438
	Iteration 8F: 3 clusters Score -6728608 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6730437.000000 Penalty: 3525.023438
	Iteration 9Q: 3 clusters Score -6730437 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6731419.500000 Penalty: 3525.023438
	Iteration 10Q: 3 clusters Score -6731420 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -6731905.500000 Penalty: 3525.023438
	Iteration 11Q: 3 clusters Score -6731906 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6732158.000000 Penalty: 3525.023438
	Iteration 12Q: 3 clusters Score -6732158 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -6732307.500000 Penalty: 3525.023438
	Iteration 13Q: 3 clusters Score -6732308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6732442.500000 Penalty: 3525.023438
	Iteration 14Q: 3 clusters Score -6732442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -6732508.500000 Penalty: 3525.023438
	Iteration 15Q: 3 clusters Score -6732508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -6732572.500000 Penalty: 3525.023438
	Iteration 16Q: 3 clusters Score -6732572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6732624.000000 Penalty: 3525.023438
	Iteration 17Q: 3 clusters Score -6732624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6732669.500000 Penalty: 3525.023438
	Iteration 18Q: 3 clusters Score -6732670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -6732705.500000 Penalty: 3525.023438
	Iteration 19Q: 3 clusters Score -6732706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -6732731.000000 Penalty: 3525.023438
	Iteration 20F: 3 clusters Score -6732731 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -6732748.500000 Penalty: 3525.023438
	Iteration 21Q: 3 clusters Score -6732748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -6732758.500000 Penalty: 3525.023438
	Iteration 22Q: 3 clusters Score -6732758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -6732794.000000 Penalty: 3525.023438
	Iteration 23Q: 3 clusters Score -6732794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -6732814.500000 Penalty: 3525.023438
	Iteration 24Q: 3 clusters Score -6732814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6732836.500000 Penalty: 3525.023438
	Iteration 25Q: 3 clusters Score -6732836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6732863.000000 Penalty: 3525.023438
	Iteration 26Q: 3 clusters Score -6732863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6732880.000000 Penalty: 3525.023438
	Iteration 27Q: 3 clusters Score -6732880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -6732883.500000 Penalty: 3525.023438
	Iteration 28Q: 3 clusters Score -6732884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6732890.000000 Penalty: 3525.023438
	Iteration 29Q: 3 clusters Score -6732890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6732904.000000 Penalty: 3525.023438
	Iteration 30Q: 3 clusters Score -6732904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -6732911.000000 Penalty: 3525.023438
	Iteration 31Q: 3 clusters Score -6732911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6732922.500000 Penalty: 3525.023438
	Iteration 32Q: 3 clusters Score -6732922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -6732925.000000 Penalty: 3525.023438
	Iteration 33Q: 3 clusters Score -6732925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6732934.500000 Penalty: 3525.023438
	Iteration 34Q: 3 clusters Score -6732934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -6732940.000000 Penalty: 3525.023438
	Iteration 35Q: 3 clusters Score -6732940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -6732938.500000 Penalty: 3525.023438
	Iteration 36Q: 3 clusters Score -6732938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -6732963.500000 Penalty: 3525.023438
	Iteration 37Q: 3 clusters Score -6732964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6732970.000000 Penalty: 3525.023438
	Iteration 38Q: 3 clusters Score -6732970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -6732970.000000 Penalty: 3525.023438
	Iteration 39Q: 3 clusters Score -6732970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6732980.000000 Penalty: 3525.023438
	Iteration 40F: 3 clusters Score -6732980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -6732985.000000 Penalty: 3525.023438
	Iteration 41Q: 3 clusters Score -6732985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -6732987.000000 Penalty: 3525.023438
	Iteration 42Q: 3 clusters Score -6732987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6732984.500000 Penalty: 3525.023438
	Iteration 43Q: 3 clusters Score -6732984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -6732986.000000 Penalty: 3525.023438
	Iteration 44Q: 3 clusters Score -6732986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6732987.500000 Penalty: 3525.023438
	Iteration 45Q: 3 clusters Score -6732988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -6732988.000000 Penalty: 3525.023438
	Iteration 46Q: 3 clusters Score -6732988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -6732998.000000 Penalty: 3525.023438
	Iteration 47Q: 3 clusters Score -6732998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6733001.000000 Penalty: 3525.023438
	Iteration 48Q: 3 clusters Score -6733001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -6733003.000000 Penalty: 3525.023438
	Iteration 49Q: 3 clusters Score -6733003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -6732994.000000 Penalty: 3525.023438
	Iteration 50Q: 3 clusters Score -6732994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -6732994.000000 Penalty: 3525.023438
	Iteration 51Q: 3 clusters Score -6732994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6732993.500000 Penalty: 3525.023438
	Iteration 52Q: 3 clusters Score -6732994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6733003.500000 Penalty: 3525.023438
	Iteration 53Q: 3 clusters Score -6733004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6733000.500000 Penalty: 3525.023438
	Iteration 54Q: 3 clusters Score -6733000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -6733008.500000 Penalty: 3525.023438
	Iteration 55Q: 3 clusters Score -6733008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -6733004.000000 Penalty: 3525.023438
	Iteration 56Q: 3 clusters Score -6733004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6733015.500000 Penalty: 3525.023438
	Iteration 57Q: 3 clusters Score -6733016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -6733009.500000 Penalty: 3525.023438
	Iteration 58Q: 3 clusters Score -6733010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -6733016.000000 Penalty: 3525.023438
	Iteration 59Q: 3 clusters Score -6733016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6733015.000000 Penalty: 3525.023438
	Iteration 60F: 3 clusters Score -6733015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6733011.000000 Penalty: 3525.023438
	Iteration 61Q: 3 clusters Score -6733011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -6733014.500000 Penalty: 3525.023438
	Iteration 62Q: 3 clusters Score -6733014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -6733011.500000 Penalty: 3525.023438
	Iteration 63Q: 3 clusters Score -6733012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -6733011.000000 Penalty: 3525.023438
	Iteration 64Q: 3 clusters Score -6733011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -6733014.500000 Penalty: 3525.023438
	Iteration 65Q: 3 clusters Score -6733014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6733010.500000 Penalty: 3525.023438
	Iteration 66Q: 3 clusters Score -6733010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -6733015.000000 Penalty: 3525.023438
	Iteration 67Q: 3 clusters Score -6733015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -6733015.000000 Penalty: 3525.023438
	Iteration 68Q: 3 clusters Score -6733015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6733012.500000 Penalty: 3525.023438
	Iteration 69Q: 3 clusters Score -6733012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -6733014.500000 Penalty: 3525.023438
	Iteration 70Q: 3 clusters Score -6733014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -6733009.000000 Penalty: 3525.023438
	Iteration 71Q: 3 clusters Score -6733009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6733010.500000 Penalty: 3525.023438
	Iteration 72Q: 3 clusters Score -6733010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6733008.000000 Penalty: 3525.023438
	Iteration 73Q: 3 clusters Score -6733008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6733007.000000 Penalty: 3525.023438
	Iteration 74Q: 3 clusters Score -6733007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -6733004.500000 Penalty: 3525.023438
	Iteration 75Q: 3 clusters Score -6733004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6733011.000000 Penalty: 3525.023438
	Iteration 76Q: 3 clusters Score -6733011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -6733004.000000 Penalty: 3525.023438
	Iteration 77Q: 3 clusters Score -6733004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -6733004.000000 Penalty: 3525.023438
	Iteration 78F: 3 clusters Score -6733004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Entering Unmasked Estep 
Score: -7484335.000000 Penalty: 1779.391968
	Iteration 0F: 2 clusters Score -7484335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7446794.000000 Penalty: 3558.783936
	Iteration 0F: 3 clusters Score -7446794 nChanged 26848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7462929.500000 Penalty: 3558.783936
	Iteration 1F: 3 clusters Score -7462930 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -7464128.500000 Penalty: 3558.783936
	Iteration 2Q: 3 clusters Score -7464128 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7466060.000000 Penalty: 3558.783936
	Iteration 3F: 3 clusters Score -7466060 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -7468855.000000 Penalty: 3558.783936
	Iteration 4F: 3 clusters Score -7468855 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -7472219.500000 Penalty: 3558.783936
	Iteration 5F: 3 clusters Score -7472220 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -7475773.500000 Penalty: 3558.783936
	Iteration 6F: 3 clusters Score -7475774 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -7478611.000000 Penalty: 3558.783936
	Iteration 7F: 3 clusters Score -7478611 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7480487.000000 Penalty: 3558.783936
	Iteration 8Q: 3 clusters Score -7480487 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7481556.500000 Penalty: 3558.783936
	Iteration 9Q: 3 clusters Score -7481556 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7482104.000000 Penalty: 3558.783936
	Iteration 10Q: 3 clusters Score -7482104 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7482432.500000 Penalty: 3558.783936
	Iteration 11Q: 3 clusters Score -7482432 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7482568.000000 Penalty: 3558.783936
	Iteration 12Q: 3 clusters Score -7482568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7482636.500000 Penalty: 3558.783936
	Iteration 13Q: 3 clusters Score -7482636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7482681.500000 Penalty: 3558.783936
	Iteration 14Q: 3 clusters Score -7482682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7482712.000000 Penalty: 3558.783936
	Iteration 15Q: 3 clusters Score -7482712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7482736.500000 Penalty: 3558.783936
	Iteration 16Q: 3 clusters Score -7482736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7482752.500000 Penalty: 3558.783936
	Iteration 17Q: 3 clusters Score -7482752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7482760.000000 Penalty: 3558.783936
	Iteration 18Q: 3 clusters Score -7482760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7482767.500000 Penalty: 3558.783936
	Iteration 19Q: 3 clusters Score -7482768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7482784.000000 Penalty: 3558.783936
	Iteration 20F: 3 clusters Score -7482784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7482777.000000 Penalty: 3558.783936
	Iteration 21Q: 3 clusters Score -7482777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7482784.000000 Penalty: 3558.783936
	Iteration 22Q: 3 clusters Score -7482784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7482788.500000 Penalty: 3558.783936
	Iteration 23Q: 3 clusters Score -7482788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7482789.500000 Penalty: 3558.783936
	Iteration 24Q: 3 clusters Score -7482790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7482786.500000 Penalty: 3558.783936
	Iteration 25Q: 3 clusters Score -7482786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7482791.000000 Penalty: 3558.783936
	Iteration 26Q: 3 clusters Score -7482791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7482792.500000 Penalty: 3558.783936
	Iteration 27Q: 3 clusters Score -7482792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7482793.500000 Penalty: 3558.783936
	Iteration 28Q: 3 clusters Score -7482794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7482795.000000 Penalty: 3558.783936
	Iteration 29Q: 3 clusters Score -7482795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7482803.000000 Penalty: 3558.783936
	Iteration 30Q: 3 clusters Score -7482803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7482796.500000 Penalty: 3558.783936
	Iteration 31Q: 3 clusters Score -7482796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7482803.000000 Penalty: 3558.783936
	Iteration 32Q: 3 clusters Score -7482803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7482800.000000 Penalty: 3558.783936
	Iteration 33Q: 3 clusters Score -7482800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7482804.500000 Penalty: 3558.783936
	Iteration 34Q: 3 clusters Score -7482804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7482807.000000 Penalty: 3558.783936
	Iteration 35Q: 3 clusters Score -7482807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7482807.000000 Penalty: 3558.783936
	Iteration 36F: 3 clusters Score -7482807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Entering Unmasked Estep 
Score: -1494599.250000 Penalty: 1522.734253
	Iteration 0F: 2 clusters Score -1494599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1486316.625000 Penalty: 3045.468506
	Iteration 0F: 3 clusters Score -1486317 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1489297.875000 Penalty: 3045.468506
	Iteration 1F: 3 clusters Score -1489298 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1489692.375000 Penalty: 3045.468506
	Iteration 2F: 3 clusters Score -1489692 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1490047.375000 Penalty: 3045.468506
	Iteration 3F: 3 clusters Score -1490047 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1490434.750000 Penalty: 3045.468506
	Iteration 4F: 3 clusters Score -1490435 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1490829.000000 Penalty: 3045.468506
	Iteration 5F: 3 clusters Score -1490829 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1491234.875000 Penalty: 3045.468506
	Iteration 6F: 3 clusters Score -1491235 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1491717.125000 Penalty: 3045.468506
	Iteration 7F: 3 clusters Score -1491717 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1492272.500000 Penalty: 3045.468506
	Iteration 8F: 3 clusters Score -1492272 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1492738.500000 Penalty: 3045.468506
	Iteration 9Q: 3 clusters Score -1492738 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1493148.125000 Penalty: 3045.468506
	Iteration 10Q: 3 clusters Score -1493148 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1493495.375000 Penalty: 3045.468506
	Iteration 11Q: 3 clusters Score -1493495 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1493775.125000 Penalty: 3045.468506
	Iteration 12Q: 3 clusters Score -1493775 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1493958.625000 Penalty: 3045.468506
	Iteration 13Q: 3 clusters Score -1493959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1494088.625000 Penalty: 3045.468506
	Iteration 14Q: 3 clusters Score -1494089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1494176.000000 Penalty: 3045.468506
	Iteration 15Q: 3 clusters Score -1494176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1494253.500000 Penalty: 3045.468506
	Iteration 16Q: 3 clusters Score -1494254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1494302.375000 Penalty: 3045.468506
	Iteration 17Q: 3 clusters Score -1494302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1494325.375000 Penalty: 3045.468506
	Iteration 18Q: 3 clusters Score -1494325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1494348.625000 Penalty: 3045.468506
	Iteration 19Q: 3 clusters Score -1494349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1494363.625000 Penalty: 3045.468506
	Iteration 20F: 3 clusters Score -1494364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1494367.500000 Penalty: 3045.468506
	Iteration 21Q: 3 clusters Score -1494368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1494377.000000 Penalty: 3045.468506
	Iteration 22Q: 3 clusters Score -1494377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1494382.000000 Penalty: 3045.468506
	Iteration 23Q: 3 clusters Score -1494382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1494382.500000 Penalty: 3045.468506
	Iteration 24Q: 3 clusters Score -1494382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1494387.375000 Penalty: 3045.468506
	Iteration 25Q: 3 clusters Score -1494387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1494391.125000 Penalty: 3045.468506
	Iteration 26Q: 3 clusters Score -1494391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1494393.750000 Penalty: 3045.468506
	Iteration 27Q: 3 clusters Score -1494394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1494393.000000 Penalty: 3045.468506
	Iteration 28Q: 3 clusters Score -1494393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1494393.250000 Penalty: 3045.468506
	Iteration 29Q: 3 clusters Score -1494393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1494393.250000 Penalty: 3045.468506
	Iteration 30F: 3 clusters Score -1494393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Entering Unmasked Estep 
Score: -7238173.000000 Penalty: 1773.491943
	Iteration 0F: 2 clusters Score -7238173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -7201777.500000 Penalty: 3546.983887
	Iteration 0F: 3 clusters Score -7201778 nChanged 25808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7216255.500000 Penalty: 3546.983887
	Iteration 1F: 3 clusters Score -7216256 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -7216719.500000 Penalty: 3546.983887
	Iteration 2Q: 3 clusters Score -7216720 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -7217358.500000 Penalty: 3546.983887
	Iteration 3Q: 3 clusters Score -7217358 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -7218063.000000 Penalty: 3546.983887
	Iteration 4Q: 3 clusters Score -7218063 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -7219058.000000 Penalty: 3546.983887
	Iteration 5Q: 3 clusters Score -7219058 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -7220534.500000 Penalty: 3546.983887
	Iteration 6Q: 3 clusters Score -7220534 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -7222695.500000 Penalty: 3546.983887
	Iteration 7F: 3 clusters Score -7222696 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -7225435.000000 Penalty: 3546.983887
	Iteration 8F: 3 clusters Score -7225435 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7227779.500000 Penalty: 3546.983887
	Iteration 9F: 3 clusters Score -7227780 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -7228980.000000 Penalty: 3546.983887
	Iteration 10Q: 3 clusters Score -7228980 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -7229523.000000 Penalty: 3546.983887
	Iteration 11Q: 3 clusters Score -7229523 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -7229991.000000 Penalty: 3546.983887
	Iteration 12Q: 3 clusters Score -7229991 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -7230464.000000 Penalty: 3546.983887
	Iteration 13Q: 3 clusters Score -7230464 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7230893.000000 Penalty: 3546.983887
	Iteration 14Q: 3 clusters Score -7230893 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -7231312.500000 Penalty: 3546.983887
	Iteration 15Q: 3 clusters Score -7231312 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7231683.500000 Penalty: 3546.983887
	Iteration 16Q: 3 clusters Score -7231684 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -7232007.000000 Penalty: 3546.983887
	Iteration 17Q: 3 clusters Score -7232007 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -7232414.000000 Penalty: 3546.983887
	Iteration 18Q: 3 clusters Score -7232414 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -7232812.500000 Penalty: 3546.983887
	Iteration 19Q: 3 clusters Score -7232812 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7233142.500000 Penalty: 3546.983887
	Iteration 20F: 3 clusters Score -7233142 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -7233410.500000 Penalty: 3546.983887
	Iteration 21Q: 3 clusters Score -7233410 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -7233648.500000 Penalty: 3546.983887
	Iteration 22Q: 3 clusters Score -7233648 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7233871.000000 Penalty: 3546.983887
	Iteration 23Q: 3 clusters Score -7233871 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -7234047.000000 Penalty: 3546.983887
	Iteration 24Q: 3 clusters Score -7234047 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -7234244.500000 Penalty: 3546.983887
	Iteration 25Q: 3 clusters Score -7234244 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -7234373.000000 Penalty: 3546.983887
	Iteration 26Q: 3 clusters Score -7234373 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -7234416.500000 Penalty: 3546.983887
	Iteration 27Q: 3 clusters Score -7234416 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7234539.000000 Penalty: 3546.983887
	Iteration 28Q: 3 clusters Score -7234539 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -7234593.000000 Penalty: 3546.983887
	Iteration 29Q: 3 clusters Score -7234593 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -7234628.000000 Penalty: 3546.983887
	Iteration 30Q: 3 clusters Score -7234628 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -7234646.000000 Penalty: 3546.983887
	Iteration 31Q: 3 clusters Score -7234646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -7234656.500000 Penalty: 3546.983887
	Iteration 32Q: 3 clusters Score -7234656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -7234666.500000 Penalty: 3546.983887
	Iteration 33Q: 3 clusters Score -7234666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -7234665.000000 Penalty: 3546.983887
	Iteration 34Q: 3 clusters Score -7234665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -7234666.000000 Penalty: 3546.983887
	Iteration 35Q: 3 clusters Score -7234666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -7234668.000000 Penalty: 3546.983887
	Iteration 36Q: 3 clusters Score -7234668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -7234668.500000 Penalty: 3546.983887
	Iteration 37Q: 3 clusters Score -7234668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -7234690.000000 Penalty: 3546.983887
	Iteration 38Q: 3 clusters Score -7234690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -7234690.000000 Penalty: 3546.983887
	Iteration 39Q: 3 clusters Score -7234690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -7234689.000000 Penalty: 3546.983887
	Iteration 40F: 3 clusters Score -7234689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -7234695.000000 Penalty: 3546.983887
	Iteration 41Q: 3 clusters Score -7234695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -7234706.000000 Penalty: 3546.983887
	Iteration 42Q: 3 clusters Score -7234706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7234695.500000 Penalty: 3546.983887
	Iteration 43Q: 3 clusters Score -7234696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -7234697.500000 Penalty: 3546.983887
	Iteration 44Q: 3 clusters Score -7234698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -7234698.000000 Penalty: 3546.983887
	Iteration 45Q: 3 clusters Score -7234698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -7234693.500000 Penalty: 3546.983887
	Iteration 46Q: 3 clusters Score -7234694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -7234684.000000 Penalty: 3546.983887
	Iteration 47Q: 3 clusters Score -7234684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -7234702.000000 Penalty: 3546.983887
	Iteration 48Q: 3 clusters Score -7234702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -7234710.500000 Penalty: 3546.983887
	Iteration 49Q: 3 clusters Score -7234710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -7234711.500000 Penalty: 3546.983887
	Iteration 50Q: 3 clusters Score -7234712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -7234711.500000 Penalty: 3546.983887
	Iteration 51Q: 3 clusters Score -7234712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7234708.000000 Penalty: 3546.983887
	Iteration 52Q: 3 clusters Score -7234708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -7234709.500000 Penalty: 3546.983887
	Iteration 53Q: 3 clusters Score -7234710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7234713.000000 Penalty: 3546.983887
	Iteration 54Q: 3 clusters Score -7234713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7234713.000000 Penalty: 3546.983887
	Iteration 55F: 3 clusters Score -7234713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -597752.062500 Penalty: 1383.327271
	Iteration 0F: 2 clusters Score -597752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -593802.625000 Penalty: 2766.654541
	Iteration 0F: 3 clusters Score -593802.6 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -594976.750000 Penalty: 2766.654541
	Iteration 1F: 3 clusters Score -594976.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -595262.000000 Penalty: 2766.654541
	Iteration 2F: 3 clusters Score -595262 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -595543.562500 Penalty: 2766.654541
	Iteration 3F: 3 clusters Score -595543.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -595773.687500 Penalty: 2766.654541
	Iteration 4F: 3 clusters Score -595773.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -595947.437500 Penalty: 2766.654541
	Iteration 5F: 3 clusters Score -595947.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -596083.750000 Penalty: 2766.654541
	Iteration 6Q: 3 clusters Score -596083.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -596186.937500 Penalty: 2766.654541
	Iteration 7Q: 3 clusters Score -596186.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -596285.250000 Penalty: 2766.654541
	Iteration 8Q: 3 clusters Score -596285.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -596384.187500 Penalty: 2766.654541
	Iteration 9Q: 3 clusters Score -596384.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -596470.500000 Penalty: 2766.654541
	Iteration 10Q: 3 clusters Score -596470.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -596552.125000 Penalty: 2766.654541
	Iteration 11Q: 3 clusters Score -596552.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -596619.187500 Penalty: 2766.654541
	Iteration 12Q: 3 clusters Score -596619.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -596680.437500 Penalty: 2766.654541
	Iteration 13Q: 3 clusters Score -596680.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -596727.687500 Penalty: 2766.654541
	Iteration 14Q: 3 clusters Score -596727.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -596764.500000 Penalty: 2766.654541
	Iteration 15Q: 3 clusters Score -596764.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -596806.875000 Penalty: 2766.654541
	Iteration 16Q: 3 clusters Score -596806.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -596832.312500 Penalty: 2766.654541
	Iteration 17Q: 3 clusters Score -596832.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -596853.000000 Penalty: 2766.654541
	Iteration 18Q: 3 clusters Score -596853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -596872.812500 Penalty: 2766.654541
	Iteration 19Q: 3 clusters Score -596872.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -596883.312500 Penalty: 2766.654541
	Iteration 20F: 3 clusters Score -596883.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -596894.750000 Penalty: 2766.654541
	Iteration 21Q: 3 clusters Score -596894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -596899.312500 Penalty: 2766.654541
	Iteration 22Q: 3 clusters Score -596899.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -596903.437500 Penalty: 2766.654541
	Iteration 23Q: 3 clusters Score -596903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -596905.875000 Penalty: 2766.654541
	Iteration 24Q: 3 clusters Score -596905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -596907.125000 Penalty: 2766.654541
	Iteration 25Q: 3 clusters Score -596907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -596910.062500 Penalty: 2766.654541
	Iteration 26Q: 3 clusters Score -596910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -596913.125000 Penalty: 2766.654541
	Iteration 27Q: 3 clusters Score -596913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -596914.250000 Penalty: 2766.654541
	Iteration 28Q: 3 clusters Score -596914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -596915.687500 Penalty: 2766.654541
	Iteration 29Q: 3 clusters Score -596915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -596917.875000 Penalty: 2766.654541
	Iteration 30Q: 3 clusters Score -596917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -596919.000000 Penalty: 2766.654541
	Iteration 31Q: 3 clusters Score -596919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -596922.437500 Penalty: 2766.654541
	Iteration 32Q: 3 clusters Score -596922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -596926.375000 Penalty: 2766.654541
	Iteration 33Q: 3 clusters Score -596926.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -596934.250000 Penalty: 2766.654541
	Iteration 34Q: 3 clusters Score -596934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -596939.062500 Penalty: 2766.654541
	Iteration 35Q: 3 clusters Score -596939.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -596944.250000 Penalty: 2766.654541
	Iteration 36Q: 3 clusters Score -596944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -596946.750000 Penalty: 2766.654541
	Iteration 37Q: 3 clusters Score -596946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -596950.562500 Penalty: 2766.654541
	Iteration 38Q: 3 clusters Score -596950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -596955.437500 Penalty: 2766.654541
	Iteration 39Q: 3 clusters Score -596955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -596959.500000 Penalty: 2766.654541
	Iteration 40F: 3 clusters Score -596959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -596961.062500 Penalty: 2766.654541
	Iteration 41Q: 3 clusters Score -596961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -596962.187500 Penalty: 2766.654541
	Iteration 42Q: 3 clusters Score -596962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -596963.437500 Penalty: 2766.654541
	Iteration 43Q: 3 clusters Score -596963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -596966.812500 Penalty: 2766.654541
	Iteration 44Q: 3 clusters Score -596966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -596968.000000 Penalty: 2766.654541
	Iteration 45Q: 3 clusters Score -596968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -596969.125000 Penalty: 2766.654541
	Iteration 46Q: 3 clusters Score -596969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -596969.562500 Penalty: 2766.654541
	Iteration 47Q: 3 clusters Score -596969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -596969.812500 Penalty: 2766.654541
	Iteration 48Q: 3 clusters Score -596969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -596972.187500 Penalty: 2766.654541
	Iteration 49Q: 3 clusters Score -596972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -596973.875000 Penalty: 2766.654541
	Iteration 50Q: 3 clusters Score -596973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -596976.937500 Penalty: 2766.654541
	Iteration 51Q: 3 clusters Score -596976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -596979.437500 Penalty: 2766.654541
	Iteration 52Q: 3 clusters Score -596979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -596984.687500 Penalty: 2766.654541
	Iteration 53Q: 3 clusters Score -596984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -596988.812500 Penalty: 2766.654541
	Iteration 54Q: 3 clusters Score -596988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -596990.250000 Penalty: 2766.654541
	Iteration 55Q: 3 clusters Score -596990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -596992.125000 Penalty: 2766.654541
	Iteration 56Q: 3 clusters Score -596992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -596993.125000 Penalty: 2766.654541
	Iteration 57Q: 3 clusters Score -596993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -596992.250000 Penalty: 2766.654541
	Iteration 58Q: 3 clusters Score -596992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -596992.250000 Penalty: 2766.654541
	Iteration 59F: 3 clusters Score -596992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -672923.312500 Penalty: 1400.709351
	Iteration 0F: 2 clusters Score -672923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -668630.187500 Penalty: 2801.418701
	Iteration 0F: 3 clusters Score -668630.2 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -669980.187500 Penalty: 2801.418701
	Iteration 1F: 3 clusters Score -669980.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -670172.125000 Penalty: 2801.418701
	Iteration 2F: 3 clusters Score -670172.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -670308.937500 Penalty: 2801.418701
	Iteration 3Q: 3 clusters Score -670308.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -670422.687500 Penalty: 2801.418701
	Iteration 4Q: 3 clusters Score -670422.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -670504.062500 Penalty: 2801.418701
	Iteration 5Q: 3 clusters Score -670504.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -670587.312500 Penalty: 2801.418701
	Iteration 6Q: 3 clusters Score -670587.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -670663.812500 Penalty: 2801.418701
	Iteration 7Q: 3 clusters Score -670663.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -670726.562500 Penalty: 2801.418701
	Iteration 8Q: 3 clusters Score -670726.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -670771.812500 Penalty: 2801.418701
	Iteration 9Q: 3 clusters Score -670771.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -670811.312500 Penalty: 2801.418701
	Iteration 10Q: 3 clusters Score -670811.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -670838.375000 Penalty: 2801.418701
	Iteration 11Q: 3 clusters Score -670838.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -670861.250000 Penalty: 2801.418701
	Iteration 12Q: 3 clusters Score -670861.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -670881.937500 Penalty: 2801.418701
	Iteration 13Q: 3 clusters Score -670881.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -670903.000000 Penalty: 2801.418701
	Iteration 14Q: 3 clusters Score -670903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -670925.437500 Penalty: 2801.418701
	Iteration 15Q: 3 clusters Score -670925.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -670950.375000 Penalty: 2801.418701
	Iteration 16Q: 3 clusters Score -670950.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -670977.625000 Penalty: 2801.418701
	Iteration 17Q: 3 clusters Score -670977.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -671010.937500 Penalty: 2801.418701
	Iteration 18Q: 3 clusters Score -671010.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -671035.125000 Penalty: 2801.418701
	Iteration 19Q: 3 clusters Score -671035.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -671060.062500 Penalty: 2801.418701
	Iteration 20F: 3 clusters Score -671060.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -671094.062500 Penalty: 2801.418701
	Iteration 21Q: 3 clusters Score -671094.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -671126.312500 Penalty: 2801.418701
	Iteration 22Q: 3 clusters Score -671126.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -671152.375000 Penalty: 2801.418701
	Iteration 23Q: 3 clusters Score -671152.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -671174.187500 Penalty: 2801.418701
	Iteration 24Q: 3 clusters Score -671174.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -671192.625000 Penalty: 2801.418701
	Iteration 25Q: 3 clusters Score -671192.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -671213.750000 Penalty: 2801.418701
	Iteration 26Q: 3 clusters Score -671213.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -671236.625000 Penalty: 2801.418701
	Iteration 27Q: 3 clusters Score -671236.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -671245.687500 Penalty: 2801.418701
	Iteration 28Q: 3 clusters Score -671245.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -671259.125000 Penalty: 2801.418701
	Iteration 29Q: 3 clusters Score -671259.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -671269.812500 Penalty: 2801.418701
	Iteration 30Q: 3 clusters Score -671269.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -671283.062500 Penalty: 2801.418701
	Iteration 31Q: 3 clusters Score -671283.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -671295.750000 Penalty: 2801.418701
	Iteration 32Q: 3 clusters Score -671295.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -671309.625000 Penalty: 2801.418701
	Iteration 33Q: 3 clusters Score -671309.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -671319.000000 Penalty: 2801.418701
	Iteration 34Q: 3 clusters Score -671319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -671328.625000 Penalty: 2801.418701
	Iteration 35Q: 3 clusters Score -671328.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -671334.625000 Penalty: 2801.418701
	Iteration 36Q: 3 clusters Score -671334.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -671344.500000 Penalty: 2801.418701
	Iteration 37Q: 3 clusters Score -671344.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -671360.625000 Penalty: 2801.418701
	Iteration 38Q: 3 clusters Score -671360.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -671374.000000 Penalty: 2801.418701
	Iteration 39Q: 3 clusters Score -671374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -671389.500000 Penalty: 2801.418701
	Iteration 40F: 3 clusters Score -671389.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -671401.000000 Penalty: 2801.418701
	Iteration 41Q: 3 clusters Score -671401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -671415.937500 Penalty: 2801.418701
	Iteration 42Q: 3 clusters Score -671415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -671422.937500 Penalty: 2801.418701
	Iteration 43Q: 3 clusters Score -671422.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -671431.250000 Penalty: 2801.418701
	Iteration 44Q: 3 clusters Score -671431.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -671443.187500 Penalty: 2801.418701
	Iteration 45Q: 3 clusters Score -671443.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -671453.125000 Penalty: 2801.418701
	Iteration 46Q: 3 clusters Score -671453.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -671465.000000 Penalty: 2801.418701
	Iteration 47Q: 3 clusters Score -671465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -671471.875000 Penalty: 2801.418701
	Iteration 48Q: 3 clusters Score -671471.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -671475.187500 Penalty: 2801.418701
	Iteration 49Q: 3 clusters Score -671475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -671478.687500 Penalty: 2801.418701
	Iteration 50Q: 3 clusters Score -671478.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -671483.250000 Penalty: 2801.418701
	Iteration 51Q: 3 clusters Score -671483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -671483.562500 Penalty: 2801.418701
	Iteration 52Q: 3 clusters Score -671483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -671485.312500 Penalty: 2801.418701
	Iteration 53Q: 3 clusters Score -671485.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -671490.687500 Penalty: 2801.418701
	Iteration 54Q: 3 clusters Score -671490.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -671496.812500 Penalty: 2801.418701
	Iteration 55Q: 3 clusters Score -671496.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -671505.125000 Penalty: 2801.418701
	Iteration 56Q: 3 clusters Score -671505.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -671516.375000 Penalty: 2801.418701
	Iteration 57Q: 3 clusters Score -671516.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -671526.687500 Penalty: 2801.418701
	Iteration 58Q: 3 clusters Score -671526.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -671534.750000 Penalty: 2801.418701
	Iteration 59Q: 3 clusters Score -671534.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -671540.187500 Penalty: 2801.418701
	Iteration 60F: 3 clusters Score -671540.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -671548.562500 Penalty: 2801.418701
	Iteration 61Q: 3 clusters Score -671548.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -671553.562500 Penalty: 2801.418701
	Iteration 62Q: 3 clusters Score -671553.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -671559.375000 Penalty: 2801.418701
	Iteration 63Q: 3 clusters Score -671559.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -671563.500000 Penalty: 2801.418701
	Iteration 64Q: 3 clusters Score -671563.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -671570.000000 Penalty: 2801.418701
	Iteration 65Q: 3 clusters Score -671570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -671578.000000 Penalty: 2801.418701
	Iteration 66Q: 3 clusters Score -671578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -671582.437500 Penalty: 2801.418701
	Iteration 67Q: 3 clusters Score -671582.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -671590.812500 Penalty: 2801.418701
	Iteration 68Q: 3 clusters Score -671590.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -671596.250000 Penalty: 2801.418701
	Iteration 69Q: 3 clusters Score -671596.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -671601.937500 Penalty: 2801.418701
	Iteration 70Q: 3 clusters Score -671601.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -671607.750000 Penalty: 2801.418701
	Iteration 71Q: 3 clusters Score -671607.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -671608.750000 Penalty: 2801.418701
	Iteration 72Q: 3 clusters Score -671608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -671615.312500 Penalty: 2801.418701
	Iteration 73Q: 3 clusters Score -671615.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -671621.062500 Penalty: 2801.418701
	Iteration 74Q: 3 clusters Score -671621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -671626.937500 Penalty: 2801.418701
	Iteration 75Q: 3 clusters Score -671626.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -671630.125000 Penalty: 2801.418701
	Iteration 76Q: 3 clusters Score -671630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -671632.812500 Penalty: 2801.418701
	Iteration 77Q: 3 clusters Score -671632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -671634.750000 Penalty: 2801.418701
	Iteration 78Q: 3 clusters Score -671634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -671639.687500 Penalty: 2801.418701
	Iteration 79Q: 3 clusters Score -671639.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -671645.000000 Penalty: 2801.418701
	Iteration 80F: 3 clusters Score -671645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -671645.375000 Penalty: 2801.418701
	Iteration 81Q: 3 clusters Score -671645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -671648.687500 Penalty: 2801.418701
	Iteration 82Q: 3 clusters Score -671648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -671652.250000 Penalty: 2801.418701
	Iteration 83Q: 3 clusters Score -671652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -671652.625000 Penalty: 2801.418701
	Iteration 84Q: 3 clusters Score -671652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -671655.562500 Penalty: 2801.418701
	Iteration 85Q: 3 clusters Score -671655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -671656.062500 Penalty: 2801.418701
	Iteration 86Q: 3 clusters Score -671656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -671660.187500 Penalty: 2801.418701
	Iteration 87Q: 3 clusters Score -671660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -671662.875000 Penalty: 2801.418701
	Iteration 88Q: 3 clusters Score -671662.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -671665.937500 Penalty: 2801.418701
	Iteration 89Q: 3 clusters Score -671665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -671665.625000 Penalty: 2801.418701
	Iteration 90Q: 3 clusters Score -671665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -671669.500000 Penalty: 2801.418701
	Iteration 91Q: 3 clusters Score -671669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -671671.562500 Penalty: 2801.418701
	Iteration 92Q: 3 clusters Score -671671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -671672.500000 Penalty: 2801.418701
	Iteration 93Q: 3 clusters Score -671672.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -671673.687500 Penalty: 2801.418701
	Iteration 94Q: 3 clusters Score -671673.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -671677.750000 Penalty: 2801.418701
	Iteration 95Q: 3 clusters Score -671677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -671676.937500 Penalty: 2801.418701
	Iteration 96Q: 3 clusters Score -671676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -671679.062500 Penalty: 2801.418701
	Iteration 97Q: 3 clusters Score -671679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -671678.562500 Penalty: 2801.418701
	Iteration 98Q: 3 clusters Score -671678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -671681.812500 Penalty: 2801.418701
	Iteration 99Q: 3 clusters Score -671681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -671683.312500 Penalty: 2801.418701
	Iteration 100F: 3 clusters Score -671683.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -671686.187500 Penalty: 2801.418701
	Iteration 101Q: 3 clusters Score -671686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -671688.312500 Penalty: 2801.418701
	Iteration 102Q: 3 clusters Score -671688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -671690.625000 Penalty: 2801.418701
	Iteration 103Q: 3 clusters Score -671690.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -671692.000000 Penalty: 2801.418701
	Iteration 104Q: 3 clusters Score -671692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -671696.000000 Penalty: 2801.418701
	Iteration 105Q: 3 clusters Score -671696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -671702.875000 Penalty: 2801.418701
	Iteration 106Q: 3 clusters Score -671702.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -671708.125000 Penalty: 2801.418701
	Iteration 107Q: 3 clusters Score -671708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -671710.187500 Penalty: 2801.418701
	Iteration 108Q: 3 clusters Score -671710.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -671715.000000 Penalty: 2801.418701
	Iteration 109Q: 3 clusters Score -671715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -671721.625000 Penalty: 2801.418701
	Iteration 110Q: 3 clusters Score -671721.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -671726.000000 Penalty: 2801.418701
	Iteration 111Q: 3 clusters Score -671726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -671732.250000 Penalty: 2801.418701
	Iteration 112Q: 3 clusters Score -671732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -671735.375000 Penalty: 2801.418701
	Iteration 113Q: 3 clusters Score -671735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -671737.875000 Penalty: 2801.418701
	Iteration 114Q: 3 clusters Score -671737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -671743.187500 Penalty: 2801.418701
	Iteration 115Q: 3 clusters Score -671743.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -671746.500000 Penalty: 2801.418701
	Iteration 116Q: 3 clusters Score -671746.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -671752.750000 Penalty: 2801.418701
	Iteration 117Q: 3 clusters Score -671752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -671754.937500 Penalty: 2801.418701
	Iteration 118Q: 3 clusters Score -671754.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -671763.000000 Penalty: 2801.418701
	Iteration 119Q: 3 clusters Score -671763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -671768.437500 Penalty: 2801.418701
	Iteration 120F: 3 clusters Score -671768.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -671773.562500 Penalty: 2801.418701
	Iteration 121Q: 3 clusters Score -671773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -671776.312500 Penalty: 2801.418701
	Iteration 122Q: 3 clusters Score -671776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -671783.250000 Penalty: 2801.418701
	Iteration 123Q: 3 clusters Score -671783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -671788.000000 Penalty: 2801.418701
	Iteration 124Q: 3 clusters Score -671788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -671792.125000 Penalty: 2801.418701
	Iteration 125Q: 3 clusters Score -671792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -671794.312500 Penalty: 2801.418701
	Iteration 126Q: 3 clusters Score -671794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -671795.625000 Penalty: 2801.418701
	Iteration 127Q: 3 clusters Score -671795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -671796.187500 Penalty: 2801.418701
	Iteration 128Q: 3 clusters Score -671796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -671797.312500 Penalty: 2801.418701
	Iteration 129Q: 3 clusters Score -671797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -671799.312500 Penalty: 2801.418701
	Iteration 130Q: 3 clusters Score -671799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -671798.187500 Penalty: 2801.418701
	Iteration 131Q: 3 clusters Score -671798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -671800.375000 Penalty: 2801.418701
	Iteration 132Q: 3 clusters Score -671800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -671801.125000 Penalty: 2801.418701
	Iteration 133Q: 3 clusters Score -671801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -671802.125000 Penalty: 2801.418701
	Iteration 134Q: 3 clusters Score -671802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -671804.875000 Penalty: 2801.418701
	Iteration 135Q: 3 clusters Score -671804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -671806.625000 Penalty: 2801.418701
	Iteration 136Q: 3 clusters Score -671806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -671807.062500 Penalty: 2801.418701
	Iteration 137Q: 3 clusters Score -671807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -671807.187500 Penalty: 2801.418701
	Iteration 138Q: 3 clusters Score -671807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -671809.562500 Penalty: 2801.418701
	Iteration 139Q: 3 clusters Score -671809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -671810.562500 Penalty: 2801.418701
	Iteration 140F: 3 clusters Score -671810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -671810.625000 Penalty: 2801.418701
	Iteration 141Q: 3 clusters Score -671810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -671810.625000 Penalty: 2801.418701
	Iteration 142F: 3 clusters Score -671810.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21429.023438 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21429.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21589.498047 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21589.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21635.785156 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -21635.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21647.894531 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21647.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21647.894531 Penalty: 1783.904785
	Iteration 4F: 3 clusters Score -21647.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -335723.875000 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -335723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -333251.250000 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -333251.2 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -333832.843750 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -333832.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -333948.062500 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -333948.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -334000.906250 Penalty: 2559.784180
	Iteration 3Q: 3 clusters Score -334000.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -334035.531250 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -334035.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -334066.875000 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -334066.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -334098.343750 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -334098.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -334132.843750 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -334132.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -334161.093750 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -334161.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -334180.375000 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -334180.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -334197.156250 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -334197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -334222.093750 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -334222.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -334242.281250 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -334242.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -334264.625000 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -334264.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -334281.312500 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -334281.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -334294.812500 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -334294.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -334309.250000 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -334309.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -334325.281250 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -334325.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -334337.187500 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -334337.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -334344.968750 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -334345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -334355.500000 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -334355.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -334365.156250 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -334365.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -334379.000000 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -334379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -334399.781250 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -334399.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -334412.968750 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -334413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -334421.343750 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -334421.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -334432.843750 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -334432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -334441.156250 Penalty: 2559.784180
	Iteration 27Q: 3 clusters Score -334441.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -334449.812500 Penalty: 2559.784180
	Iteration 28Q: 3 clusters Score -334449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -334456.187500 Penalty: 2559.784180
	Iteration 29Q: 3 clusters Score -334456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -334461.312500 Penalty: 2559.784180
	Iteration 30Q: 3 clusters Score -334461.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -334467.031250 Penalty: 2559.784180
	Iteration 31Q: 3 clusters Score -334467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -334474.343750 Penalty: 2559.784180
	Iteration 32Q: 3 clusters Score -334474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -334480.906250 Penalty: 2559.784180
	Iteration 33Q: 3 clusters Score -334480.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -334488.312500 Penalty: 2559.784180
	Iteration 34Q: 3 clusters Score -334488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -334495.312500 Penalty: 2559.784180
	Iteration 35Q: 3 clusters Score -334495.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -334501.218750 Penalty: 2559.784180
	Iteration 36Q: 3 clusters Score -334501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -334504.968750 Penalty: 2559.784180
	Iteration 37Q: 3 clusters Score -334505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -334507.500000 Penalty: 2559.784180
	Iteration 38Q: 3 clusters Score -334507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -334510.968750 Penalty: 2559.784180
	Iteration 39Q: 3 clusters Score -334511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -334516.125000 Penalty: 2559.784180
	Iteration 40F: 3 clusters Score -334516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -334521.843750 Penalty: 2559.784180
	Iteration 41Q: 3 clusters Score -334521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -334526.468750 Penalty: 2559.784180
	Iteration 42Q: 3 clusters Score -334526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -334528.406250 Penalty: 2559.784180
	Iteration 43Q: 3 clusters Score -334528.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -334532.968750 Penalty: 2559.784180
	Iteration 44Q: 3 clusters Score -334533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -334538.437500 Penalty: 2559.784180
	Iteration 45Q: 3 clusters Score -334538.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -334542.562500 Penalty: 2559.784180
	Iteration 46Q: 3 clusters Score -334542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -334546.687500 Penalty: 2559.784180
	Iteration 47Q: 3 clusters Score -334546.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -334551.593750 Penalty: 2559.784180
	Iteration 48Q: 3 clusters Score -334551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -334555.812500 Penalty: 2559.784180
	Iteration 49Q: 3 clusters Score -334555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -334559.937500 Penalty: 2559.784180
	Iteration 50Q: 3 clusters Score -334559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -334562.375000 Penalty: 2559.784180
	Iteration 51Q: 3 clusters Score -334562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -334564.343750 Penalty: 2559.784180
	Iteration 52Q: 3 clusters Score -334564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -334570.125000 Penalty: 2559.784180
	Iteration 53Q: 3 clusters Score -334570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -334573.781250 Penalty: 2559.784180
	Iteration 54Q: 3 clusters Score -334573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -334576.093750 Penalty: 2559.784180
	Iteration 55Q: 3 clusters Score -334576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -334578.500000 Penalty: 2559.784180
	Iteration 56Q: 3 clusters Score -334578.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -334583.937500 Penalty: 2559.784180
	Iteration 57Q: 3 clusters Score -334583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -334587.906250 Penalty: 2559.784180
	Iteration 58Q: 3 clusters Score -334587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -334591.812500 Penalty: 2559.784180
	Iteration 59Q: 3 clusters Score -334591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -334594.531250 Penalty: 2559.784180
	Iteration 60F: 3 clusters Score -334594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -334596.906250 Penalty: 2559.784180
	Iteration 61Q: 3 clusters Score -334596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -334600.843750 Penalty: 2559.784180
	Iteration 62Q: 3 clusters Score -334600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -334605.812500 Penalty: 2559.784180
	Iteration 63Q: 3 clusters Score -334605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -334608.281250 Penalty: 2559.784180
	Iteration 64Q: 3 clusters Score -334608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -334610.531250 Penalty: 2559.784180
	Iteration 65Q: 3 clusters Score -334610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -334611.343750 Penalty: 2559.784180
	Iteration 66Q: 3 clusters Score -334611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -334613.718750 Penalty: 2559.784180
	Iteration 67Q: 3 clusters Score -334613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -334614.343750 Penalty: 2559.784180
	Iteration 68Q: 3 clusters Score -334614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -334614.968750 Penalty: 2559.784180
	Iteration 69Q: 3 clusters Score -334615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -334615.500000 Penalty: 2559.784180
	Iteration 70Q: 3 clusters Score -334615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -334615.656250 Penalty: 2559.784180
	Iteration 71Q: 3 clusters Score -334615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -334616.406250 Penalty: 2559.784180
	Iteration 72Q: 3 clusters Score -334616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -334617.656250 Penalty: 2559.784180
	Iteration 73Q: 3 clusters Score -334617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -334618.843750 Penalty: 2559.784180
	Iteration 74Q: 3 clusters Score -334618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -334619.656250 Penalty: 2559.784180
	Iteration 75Q: 3 clusters Score -334619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -334620.250000 Penalty: 2559.784180
	Iteration 76Q: 3 clusters Score -334620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -334621.250000 Penalty: 2559.784180
	Iteration 77Q: 3 clusters Score -334621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -334621.250000 Penalty: 2559.784180
	Iteration 78F: 3 clusters Score -334621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -160410.812500 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -160410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -158708.812500 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -158708.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159196.390625 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -159196.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159367.546875 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -159367.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -159462.375000 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -159462.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -159525.625000 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -159525.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -159580.890625 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -159580.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -159625.921875 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -159625.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159685.265625 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -159685.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -159753.500000 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -159753.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -159884.031250 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -159884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160055.812500 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -160055.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -160158.515625 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -160158.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -160200.890625 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -160200.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160227.718750 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -160227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160244.125000 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -160244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160248.281250 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -160248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160248.734375 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -160248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -160249.015625 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -160249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160250.640625 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -160250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160250.640625 Penalty: 2363.755127
	Iteration 19F: 3 clusters Score -160250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -899319.750000 Penalty: 1431.311401
	Iteration 0F: 2 clusters Score -899319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -894183.500000 Penalty: 2862.622803
	Iteration 0F: 3 clusters Score -894183.5 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -895636.062500 Penalty: 2862.622803
	Iteration 1F: 3 clusters Score -895636.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -895818.500000 Penalty: 2862.622803
	Iteration 2F: 3 clusters Score -895818.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -895935.437500 Penalty: 2862.622803
	Iteration 3Q: 3 clusters Score -895935.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -896036.375000 Penalty: 2862.622803
	Iteration 4Q: 3 clusters Score -896036.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -896110.562500 Penalty: 2862.622803
	Iteration 5Q: 3 clusters Score -896110.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -896176.125000 Penalty: 2862.622803
	Iteration 6Q: 3 clusters Score -896176.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -896239.000000 Penalty: 2862.622803
	Iteration 7Q: 3 clusters Score -896239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -896321.750000 Penalty: 2862.622803
	Iteration 8Q: 3 clusters Score -896321.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -896421.250000 Penalty: 2862.622803
	Iteration 9Q: 3 clusters Score -896421.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -896547.187500 Penalty: 2862.622803
	Iteration 10Q: 3 clusters Score -896547.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -896690.500000 Penalty: 2862.622803
	Iteration 11Q: 3 clusters Score -896690.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -896856.875000 Penalty: 2862.622803
	Iteration 12Q: 3 clusters Score -896856.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -897037.187500 Penalty: 2862.622803
	Iteration 13Q: 3 clusters Score -897037.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -897239.562500 Penalty: 2862.622803
	Iteration 14Q: 3 clusters Score -897239.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -897436.500000 Penalty: 2862.622803
	Iteration 15Q: 3 clusters Score -897436.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -897608.375000 Penalty: 2862.622803
	Iteration 16Q: 3 clusters Score -897608.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -897749.625000 Penalty: 2862.622803
	Iteration 17Q: 3 clusters Score -897749.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -897848.062500 Penalty: 2862.622803
	Iteration 18Q: 3 clusters Score -897848.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -897906.562500 Penalty: 2862.622803
	Iteration 19Q: 3 clusters Score -897906.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -897945.187500 Penalty: 2862.622803
	Iteration 20F: 3 clusters Score -897945.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -897966.812500 Penalty: 2862.622803
	Iteration 21Q: 3 clusters Score -897966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -897981.625000 Penalty: 2862.622803
	Iteration 22Q: 3 clusters Score -897981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -897997.000000 Penalty: 2862.622803
	Iteration 23Q: 3 clusters Score -897997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -898008.687500 Penalty: 2862.622803
	Iteration 24Q: 3 clusters Score -898008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -898012.375000 Penalty: 2862.622803
	Iteration 25Q: 3 clusters Score -898012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -898018.000000 Penalty: 2862.622803
	Iteration 26Q: 3 clusters Score -898018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -898021.562500 Penalty: 2862.622803
	Iteration 27Q: 3 clusters Score -898021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -898025.437500 Penalty: 2862.622803
	Iteration 28Q: 3 clusters Score -898025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -898025.437500 Penalty: 2862.622803
	Iteration 29F: 3 clusters Score -898025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -291037.031250 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -291037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288780.187500 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -288780.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289332.281250 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -289332.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289495.281250 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -289495.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -289587.406250 Penalty: 2513.589355
	Iteration 3F: 3 clusters Score -289587.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289632.218750 Penalty: 2513.589355
	Iteration 4Q: 3 clusters Score -289632.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289656.718750 Penalty: 2513.589355
	Iteration 5Q: 3 clusters Score -289656.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289677.687500 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -289677.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289691.812500 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -289691.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -289708.125000 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -289708.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289720.562500 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -289720.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289728.625000 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -289728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -289734.562500 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -289734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -289738.531250 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -289738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -289745.312500 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -289745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -289751.500000 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -289751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -289757.375000 Penalty: 2513.589355
	Iteration 15Q: 3 clusters Score -289757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -289759.812500 Penalty: 2513.589355
	Iteration 16Q: 3 clusters Score -289759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -289764.031250 Penalty: 2513.589355
	Iteration 17Q: 3 clusters Score -289764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -289767.625000 Penalty: 2513.589355
	Iteration 18Q: 3 clusters Score -289767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -289768.687500 Penalty: 2513.589355
	Iteration 19Q: 3 clusters Score -289768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -289769.843750 Penalty: 2513.589355
	Iteration 20F: 3 clusters Score -289769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Entering Unmasked Estep 
Score: -9753440.000000 Penalty: 1821.075317
	Iteration 0F: 2 clusters Score -9753440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -9705879.000000 Penalty: 3642.150635
	Iteration 0F: 3 clusters Score -9705879 nChanged 35094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -9725657.000000 Penalty: 3642.150635
	Iteration 1F: 3 clusters Score -9725657 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -9726283.000000 Penalty: 3642.150635
	Iteration 2Q: 3 clusters Score -9726283 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -9727050.000000 Penalty: 3642.150635
	Iteration 3Q: 3 clusters Score -9727050 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9728466.000000 Penalty: 3642.150635
	Iteration 4Q: 3 clusters Score -9728466 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -9730396.000000 Penalty: 3642.150635
	Iteration 5F: 3 clusters Score -9730396 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -9733501.000000 Penalty: 3642.150635
	Iteration 6F: 3 clusters Score -9733501 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -9738196.000000 Penalty: 3642.150635
	Iteration 7F: 3 clusters Score -9738196 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -9743071.000000 Penalty: 3642.150635
	Iteration 8F: 3 clusters Score -9743071 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -9747388.000000 Penalty: 3642.150635
	Iteration 9F: 3 clusters Score -9747388 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -9750193.000000 Penalty: 3642.150635
	Iteration 10Q: 3 clusters Score -9750193 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -9751233.000000 Penalty: 3642.150635
	Iteration 11Q: 3 clusters Score -9751233 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -9751606.000000 Penalty: 3642.150635
	Iteration 12Q: 3 clusters Score -9751606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -9751742.000000 Penalty: 3642.150635
	Iteration 13Q: 3 clusters Score -9751742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -9751786.000000 Penalty: 3642.150635
	Iteration 14Q: 3 clusters Score -9751786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -9751807.000000 Penalty: 3642.150635
	Iteration 15Q: 3 clusters Score -9751807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -9751814.000000 Penalty: 3642.150635
	Iteration 16Q: 3 clusters Score -9751814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -9751829.000000 Penalty: 3642.150635
	Iteration 17Q: 3 clusters Score -9751829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -9751830.000000 Penalty: 3642.150635
	Iteration 18Q: 3 clusters Score -9751830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -9751831.000000 Penalty: 3642.150635
	Iteration 19Q: 3 clusters Score -9751831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -9751838.000000 Penalty: 3642.150635
	Iteration 20F: 3 clusters Score -9751838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -230406.453125 Penalty: 1220.889038
	Iteration 0F: 2 clusters Score -230406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228422.593750 Penalty: 2441.778076
	Iteration 0F: 3 clusters Score -228422.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -228835.796875 Penalty: 2441.778076
	Iteration 1F: 3 clusters Score -228835.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -228938.750000 Penalty: 2441.778076
	Iteration 2F: 3 clusters Score -228938.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228982.437500 Penalty: 2441.778076
	Iteration 3Q: 3 clusters Score -228982.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -229016.109375 Penalty: 2441.778076
	Iteration 4Q: 3 clusters Score -229016.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229035.546875 Penalty: 2441.778076
	Iteration 5Q: 3 clusters Score -229035.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -229048.546875 Penalty: 2441.778076
	Iteration 6Q: 3 clusters Score -229048.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229058.234375 Penalty: 2441.778076
	Iteration 7Q: 3 clusters Score -229058.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229066.343750 Penalty: 2441.778076
	Iteration 8Q: 3 clusters Score -229066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229070.625000 Penalty: 2441.778076
	Iteration 9Q: 3 clusters Score -229070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229075.546875 Penalty: 2441.778076
	Iteration 10Q: 3 clusters Score -229075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229083.484375 Penalty: 2441.778076
	Iteration 11Q: 3 clusters Score -229083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229087.265625 Penalty: 2441.778076
	Iteration 12Q: 3 clusters Score -229087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -229093.843750 Penalty: 2441.778076
	Iteration 13Q: 3 clusters Score -229093.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -229101.968750 Penalty: 2441.778076
	Iteration 14Q: 3 clusters Score -229102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229108.265625 Penalty: 2441.778076
	Iteration 15Q: 3 clusters Score -229108.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229112.890625 Penalty: 2441.778076
	Iteration 16Q: 3 clusters Score -229112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229119.046875 Penalty: 2441.778076
	Iteration 17Q: 3 clusters Score -229119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -229124.968750 Penalty: 2441.778076
	Iteration 18Q: 3 clusters Score -229125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229131.750000 Penalty: 2441.778076
	Iteration 19Q: 3 clusters Score -229131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229137.906250 Penalty: 2441.778076
	Iteration 20F: 3 clusters Score -229137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229145.015625 Penalty: 2441.778076
	Iteration 21Q: 3 clusters Score -229145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -229151.218750 Penalty: 2441.778076
	Iteration 22Q: 3 clusters Score -229151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229152.531250 Penalty: 2441.778076
	Iteration 23Q: 3 clusters Score -229152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229154.671875 Penalty: 2441.778076
	Iteration 24Q: 3 clusters Score -229154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -229156.437500 Penalty: 2441.778076
	Iteration 25Q: 3 clusters Score -229156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -229157.203125 Penalty: 2441.778076
	Iteration 26Q: 3 clusters Score -229157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -229157.843750 Penalty: 2441.778076
	Iteration 27Q: 3 clusters Score -229157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229159.156250 Penalty: 2441.778076
	Iteration 28Q: 3 clusters Score -229159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229159.796875 Penalty: 2441.778076
	Iteration 29Q: 3 clusters Score -229159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229159.796875 Penalty: 2441.778076
	Iteration 30F: 3 clusters Score -229159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Entering Unmasked Estep 
Score: -6919744.000000 Penalty: 1764.637329
	Iteration 0F: 2 clusters Score -6919744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6885009.500000 Penalty: 3529.274658
	Iteration 0F: 3 clusters Score -6885010 nChanged 24376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -6898965.500000 Penalty: 3529.274658
	Iteration 1F: 3 clusters Score -6898966 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6899410.000000 Penalty: 3529.274658
	Iteration 2Q: 3 clusters Score -6899410 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -6899879.000000 Penalty: 3529.274658
	Iteration 3Q: 3 clusters Score -6899879 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -6900378.500000 Penalty: 3529.274658
	Iteration 4Q: 3 clusters Score -6900378 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -6900911.500000 Penalty: 3529.274658
	Iteration 5Q: 3 clusters Score -6900912 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6901468.500000 Penalty: 3529.274658
	Iteration 6Q: 3 clusters Score -6901468 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -6902131.500000 Penalty: 3529.274658
	Iteration 7Q: 3 clusters Score -6902132 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -6902997.500000 Penalty: 3529.274658
	Iteration 8Q: 3 clusters Score -6902998 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -6904061.500000 Penalty: 3529.274658
	Iteration 9Q: 3 clusters Score -6904062 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -6905549.000000 Penalty: 3529.274658
	Iteration 10Q: 3 clusters Score -6905549 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -6907454.000000 Penalty: 3529.274658
	Iteration 11Q: 3 clusters Score -6907454 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -6909507.000000 Penalty: 3529.274658
	Iteration 12Q: 3 clusters Score -6909507 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -6911243.500000 Penalty: 3529.274658
	Iteration 13Q: 3 clusters Score -6911244 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -6912504.500000 Penalty: 3529.274658
	Iteration 14Q: 3 clusters Score -6912504 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -6913349.000000 Penalty: 3529.274658
	Iteration 15Q: 3 clusters Score -6913349 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -6913927.000000 Penalty: 3529.274658
	Iteration 16Q: 3 clusters Score -6913927 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -6914418.500000 Penalty: 3529.274658
	Iteration 17Q: 3 clusters Score -6914418 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -6914781.500000 Penalty: 3529.274658
	Iteration 18Q: 3 clusters Score -6914782 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6915232.500000 Penalty: 3529.274658
	Iteration 19Q: 3 clusters Score -6915232 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -6915585.000000 Penalty: 3529.274658
	Iteration 20F: 3 clusters Score -6915585 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6915800.000000 Penalty: 3529.274658
	Iteration 21Q: 3 clusters Score -6915800 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6916092.000000 Penalty: 3529.274658
	Iteration 22Q: 3 clusters Score -6916092 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6916337.000000 Penalty: 3529.274658
	Iteration 23Q: 3 clusters Score -6916337 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6916525.000000 Penalty: 3529.274658
	Iteration 24Q: 3 clusters Score -6916525 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6916731.500000 Penalty: 3529.274658
	Iteration 25Q: 3 clusters Score -6916732 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6916925.000000 Penalty: 3529.274658
	Iteration 26Q: 3 clusters Score -6916925 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6917079.500000 Penalty: 3529.274658
	Iteration 27Q: 3 clusters Score -6917080 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6917244.000000 Penalty: 3529.274658
	Iteration 28Q: 3 clusters Score -6917244 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6917393.000000 Penalty: 3529.274658
	Iteration 29Q: 3 clusters Score -6917393 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6917517.000000 Penalty: 3529.274658
	Iteration 30Q: 3 clusters Score -6917517 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6917609.500000 Penalty: 3529.274658
	Iteration 31Q: 3 clusters Score -6917610 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6917685.500000 Penalty: 3529.274658
	Iteration 32Q: 3 clusters Score -6917686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6917751.000000 Penalty: 3529.274658
	Iteration 33Q: 3 clusters Score -6917751 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6917809.000000 Penalty: 3529.274658
	Iteration 34Q: 3 clusters Score -6917809 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6917839.000000 Penalty: 3529.274658
	Iteration 35Q: 3 clusters Score -6917839 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6917881.500000 Penalty: 3529.274658
	Iteration 36Q: 3 clusters Score -6917882 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6917913.500000 Penalty: 3529.274658
	Iteration 37Q: 3 clusters Score -6917914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6917937.500000 Penalty: 3529.274658
	Iteration 38Q: 3 clusters Score -6917938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6917955.000000 Penalty: 3529.274658
	Iteration 39Q: 3 clusters Score -6917955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6917984.000000 Penalty: 3529.274658
	Iteration 40F: 3 clusters Score -6917984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6917993.500000 Penalty: 3529.274658
	Iteration 41Q: 3 clusters Score -6917994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6918019.000000 Penalty: 3529.274658
	Iteration 42Q: 3 clusters Score -6918019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6918046.500000 Penalty: 3529.274658
	Iteration 43Q: 3 clusters Score -6918046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6918050.500000 Penalty: 3529.274658
	Iteration 44Q: 3 clusters Score -6918050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6918048.000000 Penalty: 3529.274658
	Iteration 45Q: 3 clusters Score -6918048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6918065.000000 Penalty: 3529.274658
	Iteration 46Q: 3 clusters Score -6918065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6918069.500000 Penalty: 3529.274658
	Iteration 47Q: 3 clusters Score -6918070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6918085.000000 Penalty: 3529.274658
	Iteration 48Q: 3 clusters Score -6918085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6918086.500000 Penalty: 3529.274658
	Iteration 49Q: 3 clusters Score -6918086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6918096.000000 Penalty: 3529.274658
	Iteration 50Q: 3 clusters Score -6918096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6918105.000000 Penalty: 3529.274658
	Iteration 51Q: 3 clusters Score -6918105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6918117.500000 Penalty: 3529.274658
	Iteration 52Q: 3 clusters Score -6918118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6918132.500000 Penalty: 3529.274658
	Iteration 53Q: 3 clusters Score -6918132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6918147.000000 Penalty: 3529.274658
	Iteration 54Q: 3 clusters Score -6918147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6918159.000000 Penalty: 3529.274658
	Iteration 55Q: 3 clusters Score -6918159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6918173.000000 Penalty: 3529.274658
	Iteration 56Q: 3 clusters Score -6918173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6918179.500000 Penalty: 3529.274658
	Iteration 57Q: 3 clusters Score -6918180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6918176.500000 Penalty: 3529.274658
	Iteration 58Q: 3 clusters Score -6918176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6918180.500000 Penalty: 3529.274658
	Iteration 59Q: 3 clusters Score -6918180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6918184.000000 Penalty: 3529.274658
	Iteration 60F: 3 clusters Score -6918184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6918196.500000 Penalty: 3529.274658
	Iteration 61Q: 3 clusters Score -6918196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6918197.500000 Penalty: 3529.274658
	Iteration 62Q: 3 clusters Score -6918198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6918210.500000 Penalty: 3529.274658
	Iteration 63Q: 3 clusters Score -6918210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6918218.000000 Penalty: 3529.274658
	Iteration 64Q: 3 clusters Score -6918218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6918216.500000 Penalty: 3529.274658
	Iteration 65Q: 3 clusters Score -6918216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6918219.500000 Penalty: 3529.274658
	Iteration 66Q: 3 clusters Score -6918220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6918221.000000 Penalty: 3529.274658
	Iteration 67Q: 3 clusters Score -6918221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6918222.000000 Penalty: 3529.274658
	Iteration 68Q: 3 clusters Score -6918222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6918222.000000 Penalty: 3529.274658
	Iteration 69Q: 3 clusters Score -6918222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6918222.500000 Penalty: 3529.274658
	Iteration 70Q: 3 clusters Score -6918222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6918226.500000 Penalty: 3529.274658
	Iteration 71Q: 3 clusters Score -6918226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6918228.000000 Penalty: 3529.274658
	Iteration 72Q: 3 clusters Score -6918228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6918228.000000 Penalty: 3529.274658
	Iteration 73F: 3 clusters Score -6918228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Entering Unmasked Estep 
Score: -11018078.000000 Penalty: 1841.298584
	Iteration 0F: 2 clusters Score -1.101808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -10968631.000000 Penalty: 3682.597168
	Iteration 0F: 3 clusters Score -1.096863e+07 nChanged 39604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -10991064.000000 Penalty: 3682.597168
	Iteration 1F: 3 clusters Score -1.099106e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -10991757.000000 Penalty: 3682.597168
	Iteration 2Q: 3 clusters Score -1.099176e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -10992671.000000 Penalty: 3682.597168
	Iteration 3Q: 3 clusters Score -1.099267e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -10993990.000000 Penalty: 3682.597168
	Iteration 4Q: 3 clusters Score -1.099399e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -10996142.000000 Penalty: 3682.597168
	Iteration 5Q: 3 clusters Score -1.099614e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -10999261.000000 Penalty: 3682.597168
	Iteration 6F: 3 clusters Score -1.099926e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -11003474.000000 Penalty: 3682.597168
	Iteration 7F: 3 clusters Score -1.100347e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -11007224.000000 Penalty: 3682.597168
	Iteration 8F: 3 clusters Score -1.100722e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -11009834.000000 Penalty: 3682.597168
	Iteration 9Q: 3 clusters Score -1.100983e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -11011733.000000 Penalty: 3682.597168
	Iteration 10Q: 3 clusters Score -1.101173e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -11012922.000000 Penalty: 3682.597168
	Iteration 11Q: 3 clusters Score -1.101292e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -11013444.000000 Penalty: 3682.597168
	Iteration 12Q: 3 clusters Score -1.101344e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -11013689.000000 Penalty: 3682.597168
	Iteration 13Q: 3 clusters Score -1.101369e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -11013896.000000 Penalty: 3682.597168
	Iteration 14Q: 3 clusters Score -1.10139e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -11014074.000000 Penalty: 3682.597168
	Iteration 15Q: 3 clusters Score -1.101407e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -11014208.000000 Penalty: 3682.597168
	Iteration 16Q: 3 clusters Score -1.101421e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -11014359.000000 Penalty: 3682.597168
	Iteration 17Q: 3 clusters Score -1.101436e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -11014518.000000 Penalty: 3682.597168
	Iteration 18Q: 3 clusters Score -1.101452e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -11014565.000000 Penalty: 3682.597168
	Iteration 19Q: 3 clusters Score -1.101456e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -11014640.000000 Penalty: 3682.597168
	Iteration 20F: 3 clusters Score -1.101464e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -11014709.000000 Penalty: 3682.597168
	Iteration 21Q: 3 clusters Score -1.101471e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -11014774.000000 Penalty: 3682.597168
	Iteration 22Q: 3 clusters Score -1.101477e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -11014842.000000 Penalty: 3682.597168
	Iteration 23Q: 3 clusters Score -1.101484e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -11014941.000000 Penalty: 3682.597168
	Iteration 24Q: 3 clusters Score -1.101494e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -11015029.000000 Penalty: 3682.597168
	Iteration 25Q: 3 clusters Score -1.101503e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -11015093.000000 Penalty: 3682.597168
	Iteration 26Q: 3 clusters Score -1.101509e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -11015177.000000 Penalty: 3682.597168
	Iteration 27Q: 3 clusters Score -1.101518e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -11015277.000000 Penalty: 3682.597168
	Iteration 28Q: 3 clusters Score -1.101528e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11015322.000000 Penalty: 3682.597168
	Iteration 29Q: 3 clusters Score -1.101532e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -11015428.000000 Penalty: 3682.597168
	Iteration 30Q: 3 clusters Score -1.101543e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -11015466.000000 Penalty: 3682.597168
	Iteration 31Q: 3 clusters Score -1.101547e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -11015538.000000 Penalty: 3682.597168
	Iteration 32Q: 3 clusters Score -1.101554e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -11015606.000000 Penalty: 3682.597168
	Iteration 33Q: 3 clusters Score -1.101561e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -11015639.000000 Penalty: 3682.597168
	Iteration 34Q: 3 clusters Score -1.101564e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -11015745.000000 Penalty: 3682.597168
	Iteration 35Q: 3 clusters Score -1.101574e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -11015799.000000 Penalty: 3682.597168
	Iteration 36Q: 3 clusters Score -1.10158e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -11015891.000000 Penalty: 3682.597168
	Iteration 37Q: 3 clusters Score -1.101589e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -11015919.000000 Penalty: 3682.597168
	Iteration 38Q: 3 clusters Score -1.101592e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -11015967.000000 Penalty: 3682.597168
	Iteration 39Q: 3 clusters Score -1.101597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -11016000.000000 Penalty: 3682.597168
	Iteration 40F: 3 clusters Score -1.1016e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -11016066.000000 Penalty: 3682.597168
	Iteration 41Q: 3 clusters Score -1.101607e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -11016143.000000 Penalty: 3682.597168
	Iteration 42Q: 3 clusters Score -1.101614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -11016197.000000 Penalty: 3682.597168
	Iteration 43Q: 3 clusters Score -1.10162e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -11016234.000000 Penalty: 3682.597168
	Iteration 44Q: 3 clusters Score -1.101623e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -11016263.000000 Penalty: 3682.597168
	Iteration 45Q: 3 clusters Score -1.101626e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -11016288.000000 Penalty: 3682.597168
	Iteration 46Q: 3 clusters Score -1.101629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -11016310.000000 Penalty: 3682.597168
	Iteration 47Q: 3 clusters Score -1.101631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -11016327.000000 Penalty: 3682.597168
	Iteration 48Q: 3 clusters Score -1.101633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -11016344.000000 Penalty: 3682.597168
	Iteration 49Q: 3 clusters Score -1.101634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -11016366.000000 Penalty: 3682.597168
	Iteration 50Q: 3 clusters Score -1.101637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -11016366.000000 Penalty: 3682.597168
	Iteration 51Q: 3 clusters Score -1.101637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -11016384.000000 Penalty: 3682.597168
	Iteration 52Q: 3 clusters Score -1.101638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -11016383.000000 Penalty: 3682.597168
	Iteration 53Q: 3 clusters Score -1.101638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -11016388.000000 Penalty: 3682.597168
	Iteration 54Q: 3 clusters Score -1.101639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -11016391.000000 Penalty: 3682.597168
	Iteration 55Q: 3 clusters Score -1.101639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -11016397.000000 Penalty: 3682.597168
	Iteration 56Q: 3 clusters Score -1.10164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -11016397.000000 Penalty: 3682.597168
	Iteration 57Q: 3 clusters Score -1.10164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -11016412.000000 Penalty: 3682.597168
	Iteration 58Q: 3 clusters Score -1.101641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -11016408.000000 Penalty: 3682.597168
	Iteration 59Q: 3 clusters Score -1.101641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -11016419.000000 Penalty: 3682.597168
	Iteration 60F: 3 clusters Score -1.101642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -11016426.000000 Penalty: 3682.597168
	Iteration 61Q: 3 clusters Score -1.101643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -11016427.000000 Penalty: 3682.597168
	Iteration 62Q: 3 clusters Score -1.101643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -11016446.000000 Penalty: 3682.597168
	Iteration 63Q: 3 clusters Score -1.101645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -11016432.000000 Penalty: 3682.597168
	Iteration 64Q: 3 clusters Score -1.101643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -11016448.000000 Penalty: 3682.597168
	Iteration 65Q: 3 clusters Score -1.101645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -11016444.000000 Penalty: 3682.597168
	Iteration 66Q: 3 clusters Score -1.101644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -11016452.000000 Penalty: 3682.597168
	Iteration 67Q: 3 clusters Score -1.101645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -11016450.000000 Penalty: 3682.597168
	Iteration 68Q: 3 clusters Score -1.101645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -11016452.000000 Penalty: 3682.597168
	Iteration 69Q: 3 clusters Score -1.101645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -11016447.000000 Penalty: 3682.597168
	Iteration 70Q: 3 clusters Score -1.101645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -11016454.000000 Penalty: 3682.597168
	Iteration 71Q: 3 clusters Score -1.101645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -11016451.000000 Penalty: 3682.597168
	Iteration 72Q: 3 clusters Score -1.101645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -11016458.000000 Penalty: 3682.597168
	Iteration 73Q: 3 clusters Score -1.101646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -11016457.000000 Penalty: 3682.597168
	Iteration 74Q: 3 clusters Score -1.101646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -11016463.000000 Penalty: 3682.597168
	Iteration 75Q: 3 clusters Score -1.101646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -11016466.000000 Penalty: 3682.597168
	Iteration 76Q: 3 clusters Score -1.101647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -11016468.000000 Penalty: 3682.597168
	Iteration 77Q: 3 clusters Score -1.101647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -11016467.000000 Penalty: 3682.597168
	Iteration 78Q: 3 clusters Score -1.101647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -11016478.000000 Penalty: 3682.597168
	Iteration 79Q: 3 clusters Score -1.101648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -11016471.000000 Penalty: 3682.597168
	Iteration 80F: 3 clusters Score -1.101647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -11016471.000000 Penalty: 3682.597168
	Iteration 81Q: 3 clusters Score -1.101647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -11016470.000000 Penalty: 3682.597168
	Iteration 82Q: 3 clusters Score -1.101647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -11016468.000000 Penalty: 3682.597168
	Iteration 83Q: 3 clusters Score -1.101647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -11016471.000000 Penalty: 3682.597168
	Iteration 84Q: 3 clusters Score -1.101647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -11016469.000000 Penalty: 3682.597168
	Iteration 85Q: 3 clusters Score -1.101647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -11016469.000000 Penalty: 3682.597168
	Iteration 86Q: 3 clusters Score -1.101647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -11016459.000000 Penalty: 3682.597168
	Iteration 87Q: 3 clusters Score -1.101646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -11016462.000000 Penalty: 3682.597168
	Iteration 88Q: 3 clusters Score -1.101646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -11016454.000000 Penalty: 3682.597168
	Iteration 89Q: 3 clusters Score -1.101645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -11016463.000000 Penalty: 3682.597168
	Iteration 90Q: 3 clusters Score -1.101646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -11016460.000000 Penalty: 3682.597168
	Iteration 91Q: 3 clusters Score -1.101646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -11016467.000000 Penalty: 3682.597168
	Iteration 92Q: 3 clusters Score -1.101647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -11016469.000000 Penalty: 3682.597168
	Iteration 93Q: 3 clusters Score -1.101647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -11016466.000000 Penalty: 3682.597168
	Iteration 94Q: 3 clusters Score -1.101647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -11016462.000000 Penalty: 3682.597168
	Iteration 95Q: 3 clusters Score -1.101646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -11016458.000000 Penalty: 3682.597168
	Iteration 96Q: 3 clusters Score -1.101646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -11016464.000000 Penalty: 3682.597168
	Iteration 97Q: 3 clusters Score -1.101646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -11016469.000000 Penalty: 3682.597168
	Iteration 98Q: 3 clusters Score -1.101647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -11016471.000000 Penalty: 3682.597168
	Iteration 99Q: 3 clusters Score -1.101647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -11016467.000000 Penalty: 3682.597168
	Iteration 100F: 3 clusters Score -1.101647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -11016465.000000 Penalty: 3682.597168
	Iteration 101Q: 3 clusters Score -1.101646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -11016468.000000 Penalty: 3682.597168
	Iteration 102Q: 3 clusters Score -1.101647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -11016468.000000 Penalty: 3682.597168
	Iteration 103F: 3 clusters Score -1.101647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Entering Unmasked Estep 
Score: -1757217.750000 Penalty: 1549.454102
	Iteration 0F: 2 clusters Score -1757218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1747628.750000 Penalty: 3098.908203
	Iteration 0F: 3 clusters Score -1747629 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1751066.750000 Penalty: 3098.908203
	Iteration 1F: 3 clusters Score -1751067 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1751377.750000 Penalty: 3098.908203
	Iteration 2F: 3 clusters Score -1751378 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1751681.500000 Penalty: 3098.908203
	Iteration 3F: 3 clusters Score -1751682 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1751965.250000 Penalty: 3098.908203
	Iteration 4Q: 3 clusters Score -1751965 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1752274.000000 Penalty: 3098.908203
	Iteration 5Q: 3 clusters Score -1752274 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1752622.375000 Penalty: 3098.908203
	Iteration 6Q: 3 clusters Score -1752622 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1753014.000000 Penalty: 3098.908203
	Iteration 7Q: 3 clusters Score -1753014 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1753488.000000 Penalty: 3098.908203
	Iteration 8F: 3 clusters Score -1753488 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1753969.500000 Penalty: 3098.908203
	Iteration 9Q: 3 clusters Score -1753970 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1754424.500000 Penalty: 3098.908203
	Iteration 10Q: 3 clusters Score -1754424 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1754823.125000 Penalty: 3098.908203
	Iteration 11Q: 3 clusters Score -1754823 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1755090.875000 Penalty: 3098.908203
	Iteration 12Q: 3 clusters Score -1755091 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1755273.875000 Penalty: 3098.908203
	Iteration 13Q: 3 clusters Score -1755274 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1755404.125000 Penalty: 3098.908203
	Iteration 14Q: 3 clusters Score -1755404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1755502.750000 Penalty: 3098.908203
	Iteration 15Q: 3 clusters Score -1755503 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1755596.625000 Penalty: 3098.908203
	Iteration 16Q: 3 clusters Score -1755597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1755667.500000 Penalty: 3098.908203
	Iteration 17Q: 3 clusters Score -1755668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1755728.500000 Penalty: 3098.908203
	Iteration 18Q: 3 clusters Score -1755728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1755773.500000 Penalty: 3098.908203
	Iteration 19Q: 3 clusters Score -1755774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1755804.250000 Penalty: 3098.908203
	Iteration 20F: 3 clusters Score -1755804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1755827.625000 Penalty: 3098.908203
	Iteration 21Q: 3 clusters Score -1755828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1755848.000000 Penalty: 3098.908203
	Iteration 22Q: 3 clusters Score -1755848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1755866.875000 Penalty: 3098.908203
	Iteration 23Q: 3 clusters Score -1755867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1755881.250000 Penalty: 3098.908203
	Iteration 24Q: 3 clusters Score -1755881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1755891.250000 Penalty: 3098.908203
	Iteration 25Q: 3 clusters Score -1755891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1755902.250000 Penalty: 3098.908203
	Iteration 26Q: 3 clusters Score -1755902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1755906.750000 Penalty: 3098.908203
	Iteration 27Q: 3 clusters Score -1755907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1755909.625000 Penalty: 3098.908203
	Iteration 28Q: 3 clusters Score -1755910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1755913.250000 Penalty: 3098.908203
	Iteration 29Q: 3 clusters Score -1755913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1755917.125000 Penalty: 3098.908203
	Iteration 30Q: 3 clusters Score -1755917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1755917.125000 Penalty: 3098.908203
	Iteration 31Q: 3 clusters Score -1755917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1755920.125000 Penalty: 3098.908203
	Iteration 32Q: 3 clusters Score -1755920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1755922.625000 Penalty: 3098.908203
	Iteration 33Q: 3 clusters Score -1755923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1755922.000000 Penalty: 3098.908203
	Iteration 34Q: 3 clusters Score -1755922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1755924.875000 Penalty: 3098.908203
	Iteration 35Q: 3 clusters Score -1755925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1755926.375000 Penalty: 3098.908203
	Iteration 36Q: 3 clusters Score -1755926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1755930.625000 Penalty: 3098.908203
	Iteration 37Q: 3 clusters Score -1755931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1755932.250000 Penalty: 3098.908203
	Iteration 38Q: 3 clusters Score -1755932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1755933.375000 Penalty: 3098.908203
	Iteration 39Q: 3 clusters Score -1755933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1755933.375000 Penalty: 3098.908203
	Iteration 40F: 3 clusters Score -1755933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -192490.921875 Penalty: 1208.162720
	Iteration 0F: 2 clusters Score -192490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190622.187500 Penalty: 2416.325439
	Iteration 0F: 3 clusters Score -190622.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191137.140625 Penalty: 2416.325439
	Iteration 1F: 3 clusters Score -191137.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -191321.390625 Penalty: 2416.325439
	Iteration 2F: 3 clusters Score -191321.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -191462.250000 Penalty: 2416.325439
	Iteration 3F: 3 clusters Score -191462.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -191549.390625 Penalty: 2416.325439
	Iteration 4Q: 3 clusters Score -191549.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -191637.968750 Penalty: 2416.325439
	Iteration 5Q: 3 clusters Score -191638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -191717.406250 Penalty: 2416.325439
	Iteration 6Q: 3 clusters Score -191717.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -191777.203125 Penalty: 2416.325439
	Iteration 7Q: 3 clusters Score -191777.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -191829.875000 Penalty: 2416.325439
	Iteration 8Q: 3 clusters Score -191829.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -191871.375000 Penalty: 2416.325439
	Iteration 9Q: 3 clusters Score -191871.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -191901.812500 Penalty: 2416.325439
	Iteration 10Q: 3 clusters Score -191901.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -191925.937500 Penalty: 2416.325439
	Iteration 11Q: 3 clusters Score -191925.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -191944.875000 Penalty: 2416.325439
	Iteration 12Q: 3 clusters Score -191944.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -191954.625000 Penalty: 2416.325439
	Iteration 13Q: 3 clusters Score -191954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191968.828125 Penalty: 2416.325439
	Iteration 14Q: 3 clusters Score -191968.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191987.390625 Penalty: 2416.325439
	Iteration 15Q: 3 clusters Score -191987.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -191996.421875 Penalty: 2416.325439
	Iteration 16Q: 3 clusters Score -191996.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192001.218750 Penalty: 2416.325439
	Iteration 17Q: 3 clusters Score -192001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192005.875000 Penalty: 2416.325439
	Iteration 18Q: 3 clusters Score -192005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192008.203125 Penalty: 2416.325439
	Iteration 19Q: 3 clusters Score -192008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192013.406250 Penalty: 2416.325439
	Iteration 20F: 3 clusters Score -192013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -192021.640625 Penalty: 2416.325439
	Iteration 21Q: 3 clusters Score -192021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192029.671875 Penalty: 2416.325439
	Iteration 22Q: 3 clusters Score -192029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192033.531250 Penalty: 2416.325439
	Iteration 23Q: 3 clusters Score -192033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192036.546875 Penalty: 2416.325439
	Iteration 24Q: 3 clusters Score -192036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192039.843750 Penalty: 2416.325439
	Iteration 25Q: 3 clusters Score -192039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192041.125000 Penalty: 2416.325439
	Iteration 26Q: 3 clusters Score -192041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192041.750000 Penalty: 2416.325439
	Iteration 27Q: 3 clusters Score -192041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192042.671875 Penalty: 2416.325439
	Iteration 28Q: 3 clusters Score -192042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192043.250000 Penalty: 2416.325439
	Iteration 29Q: 3 clusters Score -192043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -192044.296875 Penalty: 2416.325439
	Iteration 30Q: 3 clusters Score -192044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192046.093750 Penalty: 2416.325439
	Iteration 31Q: 3 clusters Score -192046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -192048.312500 Penalty: 2416.325439
	Iteration 32Q: 3 clusters Score -192048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192049.593750 Penalty: 2416.325439
	Iteration 33Q: 3 clusters Score -192049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192049.593750 Penalty: 2416.325439
	Iteration 34F: 3 clusters Score -192049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9183.354492 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9183.354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9324.607422 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9324.607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9356.860352 Penalty: 1550.472534
	Iteration 2Q: 3 clusters Score -9356.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9356.860352 Penalty: 1550.472534
	Iteration 3F: 3 clusters Score -9356.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Entering Unmasked Estep 
Score: -9226879.000000 Penalty: 1818.256592
	Iteration 0F: 2 clusters Score -9226879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -9178770.000000 Penalty: 3636.513184
	Iteration 0F: 3 clusters Score -9178770 nChanged 34384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -9198996.000000 Penalty: 3636.513184
	Iteration 1F: 3 clusters Score -9198996 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -9200372.000000 Penalty: 3636.513184
	Iteration 2Q: 3 clusters Score -9200372 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -9202519.000000 Penalty: 3636.513184
	Iteration 3F: 3 clusters Score -9202519 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -9205111.000000 Penalty: 3636.513184
	Iteration 4F: 3 clusters Score -9205111 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -9208119.000000 Penalty: 3636.513184
	Iteration 5F: 3 clusters Score -9208119 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -9210820.000000 Penalty: 3636.513184
	Iteration 6F: 3 clusters Score -9210820 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -9213137.000000 Penalty: 3636.513184
	Iteration 7F: 3 clusters Score -9213137 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -9215290.000000 Penalty: 3636.513184
	Iteration 8Q: 3 clusters Score -9215290 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -9217058.000000 Penalty: 3636.513184
	Iteration 9Q: 3 clusters Score -9217058 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -9218561.000000 Penalty: 3636.513184
	Iteration 10Q: 3 clusters Score -9218561 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -9219549.000000 Penalty: 3636.513184
	Iteration 11Q: 3 clusters Score -9219549 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -9220284.000000 Penalty: 3636.513184
	Iteration 12Q: 3 clusters Score -9220284 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -9220953.000000 Penalty: 3636.513184
	Iteration 13Q: 3 clusters Score -9220953 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -9221533.000000 Penalty: 3636.513184
	Iteration 14Q: 3 clusters Score -9221533 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -9222032.000000 Penalty: 3636.513184
	Iteration 15Q: 3 clusters Score -9222032 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -9222550.000000 Penalty: 3636.513184
	Iteration 16Q: 3 clusters Score -9222550 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -9223072.000000 Penalty: 3636.513184
	Iteration 17Q: 3 clusters Score -9223072 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -9223562.000000 Penalty: 3636.513184
	Iteration 18Q: 3 clusters Score -9223562 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -9223925.000000 Penalty: 3636.513184
	Iteration 19Q: 3 clusters Score -9223925 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -9224256.000000 Penalty: 3636.513184
	Iteration 20F: 3 clusters Score -9224256 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -9224526.000000 Penalty: 3636.513184
	Iteration 21Q: 3 clusters Score -9224526 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9224720.000000 Penalty: 3636.513184
	Iteration 22Q: 3 clusters Score -9224720 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9224865.000000 Penalty: 3636.513184
	Iteration 23Q: 3 clusters Score -9224865 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -9224961.000000 Penalty: 3636.513184
	Iteration 24Q: 3 clusters Score -9224961 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -9225086.000000 Penalty: 3636.513184
	Iteration 25Q: 3 clusters Score -9225086 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -9225244.000000 Penalty: 3636.513184
	Iteration 26Q: 3 clusters Score -9225244 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9225343.000000 Penalty: 3636.513184
	Iteration 27Q: 3 clusters Score -9225343 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9225445.000000 Penalty: 3636.513184
	Iteration 28Q: 3 clusters Score -9225445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -9225526.000000 Penalty: 3636.513184
	Iteration 29Q: 3 clusters Score -9225526 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9225620.000000 Penalty: 3636.513184
	Iteration 30Q: 3 clusters Score -9225620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9225681.000000 Penalty: 3636.513184
	Iteration 31Q: 3 clusters Score -9225681 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9225733.000000 Penalty: 3636.513184
	Iteration 32Q: 3 clusters Score -9225733 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9225788.000000 Penalty: 3636.513184
	Iteration 33Q: 3 clusters Score -9225788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9225829.000000 Penalty: 3636.513184
	Iteration 34Q: 3 clusters Score -9225829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9225897.000000 Penalty: 3636.513184
	Iteration 35Q: 3 clusters Score -9225897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9225936.000000 Penalty: 3636.513184
	Iteration 36Q: 3 clusters Score -9225936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9225943.000000 Penalty: 3636.513184
	Iteration 37Q: 3 clusters Score -9225943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9225956.000000 Penalty: 3636.513184
	Iteration 38Q: 3 clusters Score -9225956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9225972.000000 Penalty: 3636.513184
	Iteration 39Q: 3 clusters Score -9225972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9225991.000000 Penalty: 3636.513184
	Iteration 40F: 3 clusters Score -9225991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9225988.000000 Penalty: 3636.513184
	Iteration 41Q: 3 clusters Score -9225988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9226007.000000 Penalty: 3636.513184
	Iteration 42Q: 3 clusters Score -9226007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9225992.000000 Penalty: 3636.513184
	Iteration 43Q: 3 clusters Score -9225992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9225994.000000 Penalty: 3636.513184
	Iteration 44Q: 3 clusters Score -9225994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9226009.000000 Penalty: 3636.513184
	Iteration 45Q: 3 clusters Score -9226009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9226008.000000 Penalty: 3636.513184
	Iteration 46Q: 3 clusters Score -9226008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9226020.000000 Penalty: 3636.513184
	Iteration 47Q: 3 clusters Score -9226020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9226027.000000 Penalty: 3636.513184
	Iteration 48Q: 3 clusters Score -9226027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9226029.000000 Penalty: 3636.513184
	Iteration 49Q: 3 clusters Score -9226029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9226029.000000 Penalty: 3636.513184
	Iteration 50Q: 3 clusters Score -9226029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9226033.000000 Penalty: 3636.513184
	Iteration 51Q: 3 clusters Score -9226033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9226030.000000 Penalty: 3636.513184
	Iteration 52Q: 3 clusters Score -9226030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9226035.000000 Penalty: 3636.513184
	Iteration 53Q: 3 clusters Score -9226035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9226033.000000 Penalty: 3636.513184
	Iteration 54Q: 3 clusters Score -9226033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9226024.000000 Penalty: 3636.513184
	Iteration 55Q: 3 clusters Score -9226024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9226020.000000 Penalty: 3636.513184
	Iteration 56Q: 3 clusters Score -9226020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9226020.000000 Penalty: 3636.513184
	Iteration 57Q: 3 clusters Score -9226020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9226031.000000 Penalty: 3636.513184
	Iteration 58Q: 3 clusters Score -9226031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9226037.000000 Penalty: 3636.513184
	Iteration 59Q: 3 clusters Score -9226037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9226041.000000 Penalty: 3636.513184
	Iteration 60F: 3 clusters Score -9226041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9226042.000000 Penalty: 3636.513184
	Iteration 61Q: 3 clusters Score -9226042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9226041.000000 Penalty: 3636.513184
	Iteration 62Q: 3 clusters Score -9226041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9226043.000000 Penalty: 3636.513184
	Iteration 63Q: 3 clusters Score -9226043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9226040.000000 Penalty: 3636.513184
	Iteration 64Q: 3 clusters Score -9226040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9226042.000000 Penalty: 3636.513184
	Iteration 65Q: 3 clusters Score -9226042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9226041.000000 Penalty: 3636.513184
	Iteration 66Q: 3 clusters Score -9226041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9226040.000000 Penalty: 3636.513184
	Iteration 67Q: 3 clusters Score -9226040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9226040.000000 Penalty: 3636.513184
	Iteration 68F: 3 clusters Score -9226040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -826004.000000 Penalty: 1428.962036
	Iteration 0F: 2 clusters Score -826004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -821027.562500 Penalty: 2857.924072
	Iteration 0F: 3 clusters Score -821027.6 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -822579.437500 Penalty: 2857.924072
	Iteration 1F: 3 clusters Score -822579.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -822809.375000 Penalty: 2857.924072
	Iteration 2F: 3 clusters Score -822809.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -822995.812500 Penalty: 2857.924072
	Iteration 3F: 3 clusters Score -822995.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -823176.500000 Penalty: 2857.924072
	Iteration 4Q: 3 clusters Score -823176.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -823340.812500 Penalty: 2857.924072
	Iteration 5Q: 3 clusters Score -823340.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -823494.187500 Penalty: 2857.924072
	Iteration 6Q: 3 clusters Score -823494.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -823678.625000 Penalty: 2857.924072
	Iteration 7Q: 3 clusters Score -823678.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -823875.125000 Penalty: 2857.924072
	Iteration 8Q: 3 clusters Score -823875.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -824141.750000 Penalty: 2857.924072
	Iteration 9Q: 3 clusters Score -824141.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -824396.250000 Penalty: 2857.924072
	Iteration 10Q: 3 clusters Score -824396.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -824593.250000 Penalty: 2857.924072
	Iteration 11Q: 3 clusters Score -824593.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -824757.437500 Penalty: 2857.924072
	Iteration 12Q: 3 clusters Score -824757.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -824888.437500 Penalty: 2857.924072
	Iteration 13Q: 3 clusters Score -824888.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -824982.937500 Penalty: 2857.924072
	Iteration 14Q: 3 clusters Score -824982.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -825053.812500 Penalty: 2857.924072
	Iteration 15Q: 3 clusters Score -825053.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -825100.375000 Penalty: 2857.924072
	Iteration 16Q: 3 clusters Score -825100.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -825134.812500 Penalty: 2857.924072
	Iteration 17Q: 3 clusters Score -825134.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -825155.687500 Penalty: 2857.924072
	Iteration 18Q: 3 clusters Score -825155.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -825182.000000 Penalty: 2857.924072
	Iteration 19Q: 3 clusters Score -825182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -825214.500000 Penalty: 2857.924072
	Iteration 20F: 3 clusters Score -825214.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -825248.250000 Penalty: 2857.924072
	Iteration 21Q: 3 clusters Score -825248.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -825292.187500 Penalty: 2857.924072
	Iteration 22Q: 3 clusters Score -825292.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -825331.750000 Penalty: 2857.924072
	Iteration 23Q: 3 clusters Score -825331.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -825372.625000 Penalty: 2857.924072
	Iteration 24Q: 3 clusters Score -825372.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -825413.062500 Penalty: 2857.924072
	Iteration 25Q: 3 clusters Score -825413.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -825463.250000 Penalty: 2857.924072
	Iteration 26Q: 3 clusters Score -825463.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -825518.812500 Penalty: 2857.924072
	Iteration 27Q: 3 clusters Score -825518.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -825552.750000 Penalty: 2857.924072
	Iteration 28Q: 3 clusters Score -825552.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -825575.062500 Penalty: 2857.924072
	Iteration 29Q: 3 clusters Score -825575.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -825589.312500 Penalty: 2857.924072
	Iteration 30Q: 3 clusters Score -825589.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -825603.250000 Penalty: 2857.924072
	Iteration 31Q: 3 clusters Score -825603.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -825607.750000 Penalty: 2857.924072
	Iteration 32Q: 3 clusters Score -825607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -825611.437500 Penalty: 2857.924072
	Iteration 33Q: 3 clusters Score -825611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -825616.500000 Penalty: 2857.924072
	Iteration 34Q: 3 clusters Score -825616.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -825617.187500 Penalty: 2857.924072
	Iteration 35Q: 3 clusters Score -825617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -825621.437500 Penalty: 2857.924072
	Iteration 36Q: 3 clusters Score -825621.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -825623.750000 Penalty: 2857.924072
	Iteration 37Q: 3 clusters Score -825623.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -825626.500000 Penalty: 2857.924072
	Iteration 38Q: 3 clusters Score -825626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -825629.125000 Penalty: 2857.924072
	Iteration 39Q: 3 clusters Score -825629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -825629.375000 Penalty: 2857.924072
	Iteration 40F: 3 clusters Score -825629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -825631.000000 Penalty: 2857.924072
	Iteration 41Q: 3 clusters Score -825631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -825632.437500 Penalty: 2857.924072
	Iteration 42Q: 3 clusters Score -825632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -825634.125000 Penalty: 2857.924072
	Iteration 43Q: 3 clusters Score -825634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -825634.625000 Penalty: 2857.924072
	Iteration 44Q: 3 clusters Score -825634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -825636.812500 Penalty: 2857.924072
	Iteration 45Q: 3 clusters Score -825636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -825636.687500 Penalty: 2857.924072
	Iteration 46Q: 3 clusters Score -825636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -825637.250000 Penalty: 2857.924072
	Iteration 47Q: 3 clusters Score -825637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -825637.937500 Penalty: 2857.924072
	Iteration 48Q: 3 clusters Score -825637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -825639.125000 Penalty: 2857.924072
	Iteration 49Q: 3 clusters Score -825639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -825637.937500 Penalty: 2857.924072
	Iteration 50Q: 3 clusters Score -825637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -825637.937500 Penalty: 2857.924072
	Iteration 51F: 3 clusters Score -825637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (61545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Entering Unmasked Estep 
Score: -8192003.500000 Penalty: 1791.972656
	Iteration 0F: 2 clusters Score -8192004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -8151497.000000 Penalty: 3583.945312
	Iteration 0F: 3 clusters Score -8151497 nChanged 29091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -8168155.500000 Penalty: 3583.945312
	Iteration 1F: 3 clusters Score -8168156 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -8168948.000000 Penalty: 3583.945312
	Iteration 2Q: 3 clusters Score -8168948 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8170135.500000 Penalty: 3583.945312
	Iteration 3Q: 3 clusters Score -8170136 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -8172030.000000 Penalty: 3583.945312
	Iteration 4F: 3 clusters Score -8172030 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -8174996.500000 Penalty: 3583.945312
	Iteration 5F: 3 clusters Score -8174996 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -8178939.500000 Penalty: 3583.945312
	Iteration 6F: 3 clusters Score -8178940 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8183204.000000 Penalty: 3583.945312
	Iteration 7F: 3 clusters Score -8183204 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8187052.000000 Penalty: 3583.945312
	Iteration 8F: 3 clusters Score -8187052 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8189228.500000 Penalty: 3583.945312
	Iteration 9Q: 3 clusters Score -8189228 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8189966.500000 Penalty: 3583.945312
	Iteration 10Q: 3 clusters Score -8189966 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8190239.500000 Penalty: 3583.945312
	Iteration 11Q: 3 clusters Score -8190240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8190314.500000 Penalty: 3583.945312
	Iteration 12Q: 3 clusters Score -8190314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8190352.000000 Penalty: 3583.945312
	Iteration 13Q: 3 clusters Score -8190352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8190371.000000 Penalty: 3583.945312
	Iteration 14Q: 3 clusters Score -8190371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8190392.000000 Penalty: 3583.945312
	Iteration 15Q: 3 clusters Score -8190392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8190391.000000 Penalty: 3583.945312
	Iteration 16Q: 3 clusters Score -8190391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8190403.000000 Penalty: 3583.945312
	Iteration 17Q: 3 clusters Score -8190403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8190414.000000 Penalty: 3583.945312
	Iteration 18Q: 3 clusters Score -8190414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8190420.500000 Penalty: 3583.945312
	Iteration 19Q: 3 clusters Score -8190420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8190431.000000 Penalty: 3583.945312
	Iteration 20F: 3 clusters Score -8190431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Entering Unmasked Estep 
Score: -1691732.250000 Penalty: 1539.476929
	Iteration 0F: 2 clusters Score -1691732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1682608.375000 Penalty: 3078.953857
	Iteration 0F: 3 clusters Score -1682608 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1685776.500000 Penalty: 3078.953857
	Iteration 1F: 3 clusters Score -1685776 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1686042.750000 Penalty: 3078.953857
	Iteration 2F: 3 clusters Score -1686043 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1686291.750000 Penalty: 3078.953857
	Iteration 3Q: 3 clusters Score -1686292 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1686575.500000 Penalty: 3078.953857
	Iteration 4Q: 3 clusters Score -1686576 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1686916.250000 Penalty: 3078.953857
	Iteration 5Q: 3 clusters Score -1686916 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1687363.250000 Penalty: 3078.953857
	Iteration 6F: 3 clusters Score -1687363 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1687872.375000 Penalty: 3078.953857
	Iteration 7F: 3 clusters Score -1687872 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1688421.750000 Penalty: 3078.953857
	Iteration 8F: 3 clusters Score -1688422 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1689003.750000 Penalty: 3078.953857
	Iteration 9F: 3 clusters Score -1689004 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1689513.125000 Penalty: 3078.953857
	Iteration 10Q: 3 clusters Score -1689513 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1689847.000000 Penalty: 3078.953857
	Iteration 11Q: 3 clusters Score -1689847 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1690100.875000 Penalty: 3078.953857
	Iteration 12Q: 3 clusters Score -1690101 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1690234.500000 Penalty: 3078.953857
	Iteration 13Q: 3 clusters Score -1690234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1690310.250000 Penalty: 3078.953857
	Iteration 14Q: 3 clusters Score -1690310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1690345.750000 Penalty: 3078.953857
	Iteration 15Q: 3 clusters Score -1690346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1690373.125000 Penalty: 3078.953857
	Iteration 16Q: 3 clusters Score -1690373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1690386.625000 Penalty: 3078.953857
	Iteration 17Q: 3 clusters Score -1690387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1690399.875000 Penalty: 3078.953857
	Iteration 18Q: 3 clusters Score -1690400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1690408.375000 Penalty: 3078.953857
	Iteration 19Q: 3 clusters Score -1690408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1690416.125000 Penalty: 3078.953857
	Iteration 20F: 3 clusters Score -1690416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1690426.000000 Penalty: 3078.953857
	Iteration 21Q: 3 clusters Score -1690426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1690431.250000 Penalty: 3078.953857
	Iteration 22Q: 3 clusters Score -1690431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1690435.625000 Penalty: 3078.953857
	Iteration 23Q: 3 clusters Score -1690436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1690439.000000 Penalty: 3078.953857
	Iteration 24Q: 3 clusters Score -1690439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1690444.250000 Penalty: 3078.953857
	Iteration 25Q: 3 clusters Score -1690444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1690450.875000 Penalty: 3078.953857
	Iteration 26Q: 3 clusters Score -1690451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1690451.125000 Penalty: 3078.953857
	Iteration 27Q: 3 clusters Score -1690451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1690454.500000 Penalty: 3078.953857
	Iteration 28Q: 3 clusters Score -1690454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1690454.750000 Penalty: 3078.953857
	Iteration 29Q: 3 clusters Score -1690455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1690459.375000 Penalty: 3078.953857
	Iteration 30Q: 3 clusters Score -1690459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1690462.125000 Penalty: 3078.953857
	Iteration 31Q: 3 clusters Score -1690462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1690464.625000 Penalty: 3078.953857
	Iteration 32Q: 3 clusters Score -1690465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1690464.250000 Penalty: 3078.953857
	Iteration 33Q: 3 clusters Score -1690464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1690466.000000 Penalty: 3078.953857
	Iteration 34Q: 3 clusters Score -1690466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1690464.375000 Penalty: 3078.953857
	Iteration 35Q: 3 clusters Score -1690464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1690463.125000 Penalty: 3078.953857
	Iteration 36Q: 3 clusters Score -1690463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1690465.875000 Penalty: 3078.953857
	Iteration 37Q: 3 clusters Score -1690466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1690471.125000 Penalty: 3078.953857
	Iteration 38Q: 3 clusters Score -1690471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1690473.125000 Penalty: 3078.953857
	Iteration 39Q: 3 clusters Score -1690473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1690474.625000 Penalty: 3078.953857
	Iteration 40F: 3 clusters Score -1690475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1690474.875000 Penalty: 3078.953857
	Iteration 41Q: 3 clusters Score -1690475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1690476.750000 Penalty: 3078.953857
	Iteration 42Q: 3 clusters Score -1690477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1690474.375000 Penalty: 3078.953857
	Iteration 43Q: 3 clusters Score -1690474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1690476.500000 Penalty: 3078.953857
	Iteration 44Q: 3 clusters Score -1690476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1690478.875000 Penalty: 3078.953857
	Iteration 45Q: 3 clusters Score -1690479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1690479.750000 Penalty: 3078.953857
	Iteration 46Q: 3 clusters Score -1690480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1690480.125000 Penalty: 3078.953857
	Iteration 47Q: 3 clusters Score -1690480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1690480.875000 Penalty: 3078.953857
	Iteration 48Q: 3 clusters Score -1690481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1690485.000000 Penalty: 3078.953857
	Iteration 49Q: 3 clusters Score -1690485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1690485.250000 Penalty: 3078.953857
	Iteration 50Q: 3 clusters Score -1690485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1690485.875000 Penalty: 3078.953857
	Iteration 51Q: 3 clusters Score -1690486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1690486.250000 Penalty: 3078.953857
	Iteration 52Q: 3 clusters Score -1690486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1690484.875000 Penalty: 3078.953857
	Iteration 53Q: 3 clusters Score -1690485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1690486.250000 Penalty: 3078.953857
	Iteration 54Q: 3 clusters Score -1690486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1690486.250000 Penalty: 3078.953857
	Iteration 55F: 3 clusters Score -1690486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37568.066406 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37568.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37856.167969 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37856.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37985.882812 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -37985.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38134.140625 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -38134.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38271.031250 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -38271.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38307.941406 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -38307.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38312.910156 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -38312.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38319.382812 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -38319.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38321.535156 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -38321.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38321.535156 Penalty: 1921.008911
	Iteration 9F: 3 clusters Score -38321.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92514.945312 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92514.95 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92737.484375 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92737.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92813.585938 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92813.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92850.351562 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92850.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92888.796875 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92930.820312 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92930.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92957.843750 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92957.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92978.617188 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92978.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92988.484375 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92988.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92999.812500 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -92999.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93008.890625 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -93008.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93017.835938 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -93017.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93036.578125 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -93036.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93046.492188 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -93046.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93058.421875 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -93058.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93065.007812 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -93065.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93067.625000 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -93067.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -93069.257812 Penalty: 2154.972168
	Iteration 17Q: 3 clusters Score -93069.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -93069.781250 Penalty: 2154.972168
	Iteration 18Q: 3 clusters Score -93069.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93071.164062 Penalty: 2154.972168
	Iteration 19Q: 3 clusters Score -93071.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93072.062500 Penalty: 2154.972168
	Iteration 20F: 3 clusters Score -93072.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (66030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Entering Unmasked Estep 
Score: -8775000.000000 Penalty: 1803.402954
	Iteration 0F: 2 clusters Score -8775000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -8731606.000000 Penalty: 3606.805908
	Iteration 0F: 3 clusters Score -8731606 nChanged 31274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -8749340.000000 Penalty: 3606.805908
	Iteration 1F: 3 clusters Score -8749340 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -8749854.000000 Penalty: 3606.805908
	Iteration 2Q: 3 clusters Score -8749854 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -8750504.000000 Penalty: 3606.805908
	Iteration 3Q: 3 clusters Score -8750504 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -8751155.000000 Penalty: 3606.805908
	Iteration 4Q: 3 clusters Score -8751155 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -8752064.000000 Penalty: 3606.805908
	Iteration 5Q: 3 clusters Score -8752064 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -8753176.000000 Penalty: 3606.805908
	Iteration 6Q: 3 clusters Score -8753176 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -8755082.000000 Penalty: 3606.805908
	Iteration 7F: 3 clusters Score -8755082 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8757979.000000 Penalty: 3606.805908
	Iteration 8F: 3 clusters Score -8757979 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -8761952.000000 Penalty: 3606.805908
	Iteration 9F: 3 clusters Score -8761952 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8766352.000000 Penalty: 3606.805908
	Iteration 10F: 3 clusters Score -8766352 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8769913.000000 Penalty: 3606.805908
	Iteration 11F: 3 clusters Score -8769913 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8771872.000000 Penalty: 3606.805908
	Iteration 12Q: 3 clusters Score -8771872 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8772744.000000 Penalty: 3606.805908
	Iteration 13Q: 3 clusters Score -8772744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8773101.000000 Penalty: 3606.805908
	Iteration 14Q: 3 clusters Score -8773101 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8773241.000000 Penalty: 3606.805908
	Iteration 15Q: 3 clusters Score -8773241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8773305.000000 Penalty: 3606.805908
	Iteration 16Q: 3 clusters Score -8773305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8773365.000000 Penalty: 3606.805908
	Iteration 17Q: 3 clusters Score -8773365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8773409.000000 Penalty: 3606.805908
	Iteration 18Q: 3 clusters Score -8773409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8773408.000000 Penalty: 3606.805908
	Iteration 19Q: 3 clusters Score -8773408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8773421.000000 Penalty: 3606.805908
	Iteration 20F: 3 clusters Score -8773421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8773438.000000 Penalty: 3606.805908
	Iteration 21Q: 3 clusters Score -8773438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8773435.000000 Penalty: 3606.805908
	Iteration 22Q: 3 clusters Score -8773435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8773437.000000 Penalty: 3606.805908
	Iteration 23Q: 3 clusters Score -8773437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8773437.000000 Penalty: 3606.805908
	Iteration 24F: 3 clusters Score -8773437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -1807681.750000 Penalty: 1548.180664
	Iteration 0F: 2 clusters Score -1807682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1798266.250000 Penalty: 3096.361328
	Iteration 0F: 3 clusters Score -1798266 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1801827.875000 Penalty: 3096.361328
	Iteration 1F: 3 clusters Score -1801828 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1802468.750000 Penalty: 3096.361328
	Iteration 2F: 3 clusters Score -1802469 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1803249.000000 Penalty: 3096.361328
	Iteration 3F: 3 clusters Score -1803249 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1804145.750000 Penalty: 3096.361328
	Iteration 4F: 3 clusters Score -1804146 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1805124.500000 Penalty: 3096.361328
	Iteration 5F: 3 clusters Score -1805124 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1806012.250000 Penalty: 3096.361328
	Iteration 6F: 3 clusters Score -1806012 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1806558.375000 Penalty: 3096.361328
	Iteration 7F: 3 clusters Score -1806558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1806781.750000 Penalty: 3096.361328
	Iteration 8Q: 3 clusters Score -1806782 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1806860.375000 Penalty: 3096.361328
	Iteration 9Q: 3 clusters Score -1806860 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1806890.625000 Penalty: 3096.361328
	Iteration 10Q: 3 clusters Score -1806891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1806917.625000 Penalty: 3096.361328
	Iteration 11Q: 3 clusters Score -1806918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1806929.125000 Penalty: 3096.361328
	Iteration 12Q: 3 clusters Score -1806929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1806942.125000 Penalty: 3096.361328
	Iteration 13Q: 3 clusters Score -1806942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1806946.000000 Penalty: 3096.361328
	Iteration 14Q: 3 clusters Score -1806946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1806947.750000 Penalty: 3096.361328
	Iteration 15Q: 3 clusters Score -1806948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1806953.250000 Penalty: 3096.361328
	Iteration 16Q: 3 clusters Score -1806953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1806951.750000 Penalty: 3096.361328
	Iteration 17Q: 3 clusters Score -1806952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1806956.500000 Penalty: 3096.361328
	Iteration 18Q: 3 clusters Score -1806956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1806956.250000 Penalty: 3096.361328
	Iteration 19Q: 3 clusters Score -1806956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1806957.750000 Penalty: 3096.361328
	Iteration 20F: 3 clusters Score -1806958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1806958.625000 Penalty: 3096.361328
	Iteration 21Q: 3 clusters Score -1806959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1806958.750000 Penalty: 3096.361328
	Iteration 22Q: 3 clusters Score -1806959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1806960.375000 Penalty: 3096.361328
	Iteration 23Q: 3 clusters Score -1806960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1806960.500000 Penalty: 3096.361328
	Iteration 24Q: 3 clusters Score -1806960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1806959.125000 Penalty: 3096.361328
	Iteration 25Q: 3 clusters Score -1806959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1806959.375000 Penalty: 3096.361328
	Iteration 26Q: 3 clusters Score -1806959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1806957.875000 Penalty: 3096.361328
	Iteration 27Q: 3 clusters Score -1806958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1806957.375000 Penalty: 3096.361328
	Iteration 28Q: 3 clusters Score -1806957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1806957.375000 Penalty: 3096.361328
	Iteration 29F: 3 clusters Score -1806957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -342106.687500 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -342106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -339629.718750 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -339629.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -340164.062500 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -340164.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -340291.468750 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -340291.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -340379.375000 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -340379.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -340427.687500 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -340427.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -340463.906250 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -340463.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -340499.437500 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -340499.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340528.031250 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -340528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -340549.218750 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -340549.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -340566.093750 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -340566.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -340583.750000 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -340583.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -340593.906250 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -340593.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -340608.687500 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -340608.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -340630.031250 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -340630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -340641.281250 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -340641.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -340652.218750 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -340652.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -340664.125000 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -340664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -340673.875000 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -340673.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -340682.500000 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -340682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -340691.125000 Penalty: 2560.030762
	Iteration 19Q: 3 clusters Score -340691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -340700.656250 Penalty: 2560.030762
	Iteration 20F: 3 clusters Score -340700.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -340716.500000 Penalty: 2560.030762
	Iteration 21Q: 3 clusters Score -340716.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -340735.250000 Penalty: 2560.030762
	Iteration 22Q: 3 clusters Score -340735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -340746.656250 Penalty: 2560.030762
	Iteration 23Q: 3 clusters Score -340746.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -340765.625000 Penalty: 2560.030762
	Iteration 24Q: 3 clusters Score -340765.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -340779.093750 Penalty: 2560.030762
	Iteration 25Q: 3 clusters Score -340779.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -340795.406250 Penalty: 2560.030762
	Iteration 26Q: 3 clusters Score -340795.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -340817.625000 Penalty: 2560.030762
	Iteration 27Q: 3 clusters Score -340817.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -340831.031250 Penalty: 2560.030762
	Iteration 28Q: 3 clusters Score -340831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -340841.656250 Penalty: 2560.030762
	Iteration 29Q: 3 clusters Score -340841.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -340851.843750 Penalty: 2560.030762
	Iteration 30Q: 3 clusters Score -340851.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -340864.593750 Penalty: 2560.030762
	Iteration 31Q: 3 clusters Score -340864.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -340871.500000 Penalty: 2560.030762
	Iteration 32Q: 3 clusters Score -340871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -340879.937500 Penalty: 2560.030762
	Iteration 33Q: 3 clusters Score -340879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -340885.062500 Penalty: 2560.030762
	Iteration 34Q: 3 clusters Score -340885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -340892.562500 Penalty: 2560.030762
	Iteration 35Q: 3 clusters Score -340892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -340897.062500 Penalty: 2560.030762
	Iteration 36Q: 3 clusters Score -340897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -340901.437500 Penalty: 2560.030762
	Iteration 37Q: 3 clusters Score -340901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -340905.375000 Penalty: 2560.030762
	Iteration 38Q: 3 clusters Score -340905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -340909.062500 Penalty: 2560.030762
	Iteration 39Q: 3 clusters Score -340909.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -340912.843750 Penalty: 2560.030762
	Iteration 40F: 3 clusters Score -340912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -340917.156250 Penalty: 2560.030762
	Iteration 41Q: 3 clusters Score -340917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340918.625000 Penalty: 2560.030762
	Iteration 42Q: 3 clusters Score -340918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -340921.687500 Penalty: 2560.030762
	Iteration 43Q: 3 clusters Score -340921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -340923.750000 Penalty: 2560.030762
	Iteration 44Q: 3 clusters Score -340923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -340926.375000 Penalty: 2560.030762
	Iteration 45Q: 3 clusters Score -340926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -340930.531250 Penalty: 2560.030762
	Iteration 46Q: 3 clusters Score -340930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -340935.093750 Penalty: 2560.030762
	Iteration 47Q: 3 clusters Score -340935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -340941.750000 Penalty: 2560.030762
	Iteration 48Q: 3 clusters Score -340941.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -340947.937500 Penalty: 2560.030762
	Iteration 49Q: 3 clusters Score -340947.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -340952.781250 Penalty: 2560.030762
	Iteration 50Q: 3 clusters Score -340952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -340954.843750 Penalty: 2560.030762
	Iteration 51Q: 3 clusters Score -340954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340955.375000 Penalty: 2560.030762
	Iteration 52Q: 3 clusters Score -340955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340956.375000 Penalty: 2560.030762
	Iteration 53Q: 3 clusters Score -340956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -340957.125000 Penalty: 2560.030762
	Iteration 54Q: 3 clusters Score -340957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -340958.343750 Penalty: 2560.030762
	Iteration 55Q: 3 clusters Score -340958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -340958.250000 Penalty: 2560.030762
	Iteration 56Q: 3 clusters Score -340958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -340958.250000 Penalty: 2560.030762
	Iteration 57F: 3 clusters Score -340958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5246.780273 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5246.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5413.896973 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5413.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3978.566895 Penalty: 721.930847
	Iteration 2Q: 2 clusters Score -3978.567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 3F: 2 clusters Score -5540.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (54570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Entering Unmasked Estep 
Score: -7221291.000000 Penalty: 1772.426514
	Iteration 0F: 2 clusters Score -7221291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -7185044.500000 Penalty: 3544.853027
	Iteration 0F: 3 clusters Score -7185044 nChanged 25547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -7199147.500000 Penalty: 3544.853027
	Iteration 1F: 3 clusters Score -7199148 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -7199522.000000 Penalty: 3544.853027
	Iteration 2Q: 3 clusters Score -7199522 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -7199842.500000 Penalty: 3544.853027
	Iteration 3Q: 3 clusters Score -7199842 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -7200196.000000 Penalty: 3544.853027
	Iteration 4Q: 3 clusters Score -7200196 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -7200612.000000 Penalty: 3544.853027
	Iteration 5Q: 3 clusters Score -7200612 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -7201253.000000 Penalty: 3544.853027
	Iteration 6Q: 3 clusters Score -7201253 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -7202055.000000 Penalty: 3544.853027
	Iteration 7Q: 3 clusters Score -7202055 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7203458.000000 Penalty: 3544.853027
	Iteration 8Q: 3 clusters Score -7203458 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -7205563.000000 Penalty: 3544.853027
	Iteration 9F: 3 clusters Score -7205563 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -7208343.500000 Penalty: 3544.853027
	Iteration 10F: 3 clusters Score -7208344 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -7211362.000000 Penalty: 3544.853027
	Iteration 11F: 3 clusters Score -7211362 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -7214100.500000 Penalty: 3544.853027
	Iteration 12F: 3 clusters Score -7214100 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7216222.000000 Penalty: 3544.853027
	Iteration 13Q: 3 clusters Score -7216222 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7217682.000000 Penalty: 3544.853027
	Iteration 14Q: 3 clusters Score -7217682 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7218587.500000 Penalty: 3544.853027
	Iteration 15Q: 3 clusters Score -7218588 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7219085.500000 Penalty: 3544.853027
	Iteration 16Q: 3 clusters Score -7219086 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7219339.500000 Penalty: 3544.853027
	Iteration 17Q: 3 clusters Score -7219340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7219483.000000 Penalty: 3544.853027
	Iteration 18Q: 3 clusters Score -7219483 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7219573.500000 Penalty: 3544.853027
	Iteration 19Q: 3 clusters Score -7219574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7219637.500000 Penalty: 3544.853027
	Iteration 20F: 3 clusters Score -7219638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7219667.500000 Penalty: 3544.853027
	Iteration 21Q: 3 clusters Score -7219668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7219696.000000 Penalty: 3544.853027
	Iteration 22Q: 3 clusters Score -7219696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7219710.500000 Penalty: 3544.853027
	Iteration 23Q: 3 clusters Score -7219710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7219715.500000 Penalty: 3544.853027
	Iteration 24Q: 3 clusters Score -7219716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7219721.500000 Penalty: 3544.853027
	Iteration 25Q: 3 clusters Score -7219722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7219730.500000 Penalty: 3544.853027
	Iteration 26Q: 3 clusters Score -7219730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7219732.500000 Penalty: 3544.853027
	Iteration 27Q: 3 clusters Score -7219732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7219735.000000 Penalty: 3544.853027
	Iteration 28Q: 3 clusters Score -7219735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7219743.000000 Penalty: 3544.853027
	Iteration 29Q: 3 clusters Score -7219743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7219741.000000 Penalty: 3544.853027
	Iteration 30Q: 3 clusters Score -7219741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7219739.000000 Penalty: 3544.853027
	Iteration 31Q: 3 clusters Score -7219739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7219743.000000 Penalty: 3544.853027
	Iteration 32Q: 3 clusters Score -7219743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7219738.000000 Penalty: 3544.853027
	Iteration 33Q: 3 clusters Score -7219738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7219742.000000 Penalty: 3544.853027
	Iteration 34Q: 3 clusters Score -7219742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7219738.000000 Penalty: 3544.853027
	Iteration 35Q: 3 clusters Score -7219738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7219738.000000 Penalty: 3544.853027
	Iteration 36F: 3 clusters Score -7219738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -445883.093750 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -445883.1 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 1636 members 
Entering Unmasked Estep 
Score: -443017.312500 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -443017.3 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -443720.343750 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -443720.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -443840.125000 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -443840.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -443893.875000 Penalty: 2634.911133
	Iteration 3Q: 3 clusters Score -443893.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -443926.062500 Penalty: 2634.911133
	Iteration 4Q: 3 clusters Score -443926.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -443956.343750 Penalty: 2634.911133
	Iteration 5Q: 3 clusters Score -443956.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -443994.375000 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -443994.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -444024.250000 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -444024.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -444049.250000 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -444049.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -444066.625000 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -444066.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -444081.250000 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -444081.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -444092.718750 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -444092.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -444101.343750 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -444101.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -444109.437500 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -444109.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -444120.125000 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -444120.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -444131.843750 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -444131.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -444143.687500 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -444143.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -444156.312500 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -444156.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -444166.968750 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -444167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -444172.531250 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -444172.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -444177.906250 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -444177.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -444183.968750 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -444184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -444189.468750 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -444189.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -444192.968750 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -444193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -444196.812500 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -444196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -444199.875000 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -444199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -444202.906250 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -444202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -444206.093750 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -444206.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -444209.375000 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -444209.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -444211.062500 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -444211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -444214.718750 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -444214.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -444217.062500 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -444217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -444219.312500 Penalty: 2634.911133
	Iteration 32Q: 3 clusters Score -444219.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -444222.281250 Penalty: 2634.911133
	Iteration 33Q: 3 clusters Score -444222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -444223.156250 Penalty: 2634.911133
	Iteration 34Q: 3 clusters Score -444223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -444224.062500 Penalty: 2634.911133
	Iteration 35Q: 3 clusters Score -444224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -444224.781250 Penalty: 2634.911133
	Iteration 36Q: 3 clusters Score -444224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -444224.406250 Penalty: 2634.911133
	Iteration 37Q: 3 clusters Score -444224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -444225.031250 Penalty: 2634.911133
	Iteration 38Q: 3 clusters Score -444225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -444225.031250 Penalty: 2634.911133
	Iteration 39F: 3 clusters Score -444225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47432 members 
Mstep: Class 3 contains 60149 members 
Mstep: Class 4 contains 16082 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13653 members 
Mstep: Class 8 contains 51460 members 
Mstep: Class 9 contains 13753 members 
Mstep: Class 10 contains 63703 members 
Mstep: Class 11 contains 51340 members 
Mstep: Class 12 contains 56960 members 
Mstep: Class 13 contains 11739 members 
Mstep: Class 14 contains 54929 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 73616 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52016 members 
Mstep: Class 25 contains 83372 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72350 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 61545 members 
Mstep: Class 32 contains 13013 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66030 members 
Mstep: Class 36 contains 13729 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54570 members 
Mstep: Class 40 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784528.000000 Penalty: 89804.523438
Iteration 399Q: 41 clusters Score -1.277845e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47461 members 
Mstep: Class 3 contains 59582 members 
Mstep: Class 4 contains 16082 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 51434 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 63384 members 
Mstep: Class 11 contains 51315 members 
Mstep: Class 12 contains 57020 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 55004 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 73563 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52515 members 
Mstep: Class 25 contains 83220 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72357 members 
Mstep: Class 30 contains 6595 members 
Mstep: Class 31 contains 62277 members 
Mstep: Class 32 contains 13011 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65833 members 
Mstep: Class 36 contains 13745 members 
Mstep: Class 37 contains 2629 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54519 members 
Mstep: Class 40 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784240.000000 Penalty: 89804.523438
Iteration 400F: 41 clusters Score -1.277842e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47485 members 
Mstep: Class 3 contains 58977 members 
Mstep: Class 4 contains 16076 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 51419 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 62973 members 
Mstep: Class 11 contains 51268 members 
Mstep: Class 12 contains 57059 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 55082 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 73453 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 52952 members 
Mstep: Class 25 contains 83104 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72353 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 63038 members 
Mstep: Class 32 contains 13011 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65914 members 
Mstep: Class 36 contains 13757 members 
Mstep: Class 37 contains 2623 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54430 members 
Mstep: Class 40 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784216.000000 Penalty: 89804.523438
Iteration 401Q: 41 clusters Score -1.277842e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47498 members 
Mstep: Class 3 contains 58321 members 
Mstep: Class 4 contains 16076 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 51418 members 
Mstep: Class 9 contains 13761 members 
Mstep: Class 10 contains 62380 members 
Mstep: Class 11 contains 51236 members 
Mstep: Class 12 contains 57126 members 
Mstep: Class 13 contains 11743 members 
Mstep: Class 14 contains 55157 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6624 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 73403 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53419 members 
Mstep: Class 25 contains 82967 members 
Mstep: Class 26 contains 13842 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72348 members 
Mstep: Class 30 contains 6579 members 
Mstep: Class 31 contains 63760 members 
Mstep: Class 32 contains 13001 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66107 members 
Mstep: Class 36 contains 13763 members 
Mstep: Class 37 contains 2613 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54399 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784176.000000 Penalty: 89804.523438
Iteration 402Q: 41 clusters Score -1.277842e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47476 members 
Mstep: Class 3 contains 57757 members 
Mstep: Class 4 contains 16074 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51385 members 
Mstep: Class 9 contains 13764 members 
Mstep: Class 10 contains 61578 members 
Mstep: Class 11 contains 51213 members 
Mstep: Class 12 contains 57194 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 55209 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 73310 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53916 members 
Mstep: Class 25 contains 82848 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72354 members 
Mstep: Class 30 contains 6578 members 
Mstep: Class 31 contains 64460 members 
Mstep: Class 32 contains 12995 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66459 members 
Mstep: Class 36 contains 13768 members 
Mstep: Class 37 contains 2595 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54407 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784192.000000 Penalty: 89804.523438
Iteration 403Q: 41 clusters Score -1.277842e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47477 members 
Mstep: Class 3 contains 57178 members 
Mstep: Class 4 contains 16073 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51349 members 
Mstep: Class 9 contains 13762 members 
Mstep: Class 10 contains 60738 members 
Mstep: Class 11 contains 51215 members 
Mstep: Class 12 contains 57293 members 
Mstep: Class 13 contains 11747 members 
Mstep: Class 14 contains 55275 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 73249 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54374 members 
Mstep: Class 25 contains 82676 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72366 members 
Mstep: Class 30 contains 6576 members 
Mstep: Class 31 contains 65081 members 
Mstep: Class 32 contains 12984 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66904 members 
Mstep: Class 36 contains 13773 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54425 members 
Mstep: Class 40 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784192.000000 Penalty: 89804.523438
Iteration 404Q: 41 clusters Score -1.277842e+08 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47479 members 
Mstep: Class 3 contains 56739 members 
Mstep: Class 4 contains 16074 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 51330 members 
Mstep: Class 9 contains 13760 members 
Mstep: Class 10 contains 59756 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 57421 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 55363 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6582 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73144 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54796 members 
Mstep: Class 25 contains 82476 members 
Mstep: Class 26 contains 13847 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72361 members 
Mstep: Class 30 contains 6576 members 
Mstep: Class 31 contains 65550 members 
Mstep: Class 32 contains 12974 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67477 members 
Mstep: Class 36 contains 13784 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54505 members 
Mstep: Class 40 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784576.000000 Penalty: 89804.523438
Iteration 405Q: 41 clusters Score -1.277846e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47466 members 
Mstep: Class 3 contains 56511 members 
Mstep: Class 4 contains 16072 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 51306 members 
Mstep: Class 9 contains 13757 members 
Mstep: Class 10 contains 58850 members 
Mstep: Class 11 contains 51215 members 
Mstep: Class 12 contains 57558 members 
Mstep: Class 13 contains 11758 members 
Mstep: Class 14 contains 55468 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6573 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 72977 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55218 members 
Mstep: Class 25 contains 82240 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72368 members 
Mstep: Class 30 contains 6568 members 
Mstep: Class 31 contains 65693 members 
Mstep: Class 32 contains 12970 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68146 members 
Mstep: Class 36 contains 13798 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54622 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784344.000000 Penalty: 89804.523438
Iteration 406Q: 41 clusters Score -1.277843e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47446 members 
Mstep: Class 3 contains 56533 members 
Mstep: Class 4 contains 16070 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 51306 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 10 contains 57979 members 
Mstep: Class 11 contains 51211 members 
Mstep: Class 12 contains 57684 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 55572 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 72871 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55663 members 
Mstep: Class 25 contains 82008 members 
Mstep: Class 26 contains 13847 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72363 members 
Mstep: Class 30 contains 6565 members 
Mstep: Class 31 contains 65539 members 
Mstep: Class 32 contains 12961 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68724 members 
Mstep: Class 36 contains 13812 members 
Mstep: Class 37 contains 2547 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54760 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784256.000000 Penalty: 89804.523438
Iteration 407Q: 41 clusters Score -1.277843e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47451 members 
Mstep: Class 3 contains 56675 members 
Mstep: Class 4 contains 16067 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13668 members 
Mstep: Class 8 contains 51310 members 
Mstep: Class 9 contains 13758 members 
Mstep: Class 10 contains 57176 members 
Mstep: Class 11 contains 51220 members 
Mstep: Class 12 contains 57837 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 55669 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 72823 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56110 members 
Mstep: Class 25 contains 81753 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72358 members 
Mstep: Class 30 contains 6561 members 
Mstep: Class 31 contains 65171 members 
Mstep: Class 32 contains 12948 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69197 members 
Mstep: Class 36 contains 13839 members 
Mstep: Class 37 contains 2533 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 54898 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784408.000000 Penalty: 89804.523438
Iteration 408Q: 41 clusters Score -1.277844e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47481 members 
Mstep: Class 3 contains 57013 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 51307 members 
Mstep: Class 9 contains 13770 members 
Mstep: Class 10 contains 56388 members 
Mstep: Class 11 contains 51207 members 
Mstep: Class 12 contains 57975 members 
Mstep: Class 13 contains 11768 members 
Mstep: Class 14 contains 55767 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 72886 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56537 members 
Mstep: Class 25 contains 81510 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72350 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 64431 members 
Mstep: Class 32 contains 12936 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69642 members 
Mstep: Class 36 contains 13879 members 
Mstep: Class 37 contains 2529 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55108 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784712.000000 Penalty: 89804.523438
Iteration 409Q: 41 clusters Score -1.277847e+08 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47507 members 
Mstep: Class 3 contains 57459 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 51300 members 
Mstep: Class 9 contains 13772 members 
Mstep: Class 10 contains 55575 members 
Mstep: Class 11 contains 51201 members 
Mstep: Class 12 contains 58143 members 
Mstep: Class 13 contains 11768 members 
Mstep: Class 14 contains 55861 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 72908 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56941 members 
Mstep: Class 25 contains 81274 members 
Mstep: Class 26 contains 13849 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72335 members 
Mstep: Class 30 contains 6573 members 
Mstep: Class 31 contains 63689 members 
Mstep: Class 32 contains 12927 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70060 members 
Mstep: Class 36 contains 13920 members 
Mstep: Class 37 contains 2521 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55324 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784680.000000 Penalty: 89804.523438
Iteration 410Q: 41 clusters Score -1.277847e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47515 members 
Mstep: Class 3 contains 58028 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 51277 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 54846 members 
Mstep: Class 11 contains 51204 members 
Mstep: Class 12 contains 58311 members 
Mstep: Class 13 contains 11770 members 
Mstep: Class 14 contains 55957 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6541 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 72942 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57399 members 
Mstep: Class 25 contains 81021 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72329 members 
Mstep: Class 30 contains 6577 members 
Mstep: Class 31 contains 62844 members 
Mstep: Class 32 contains 12914 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70332 members 
Mstep: Class 36 contains 13957 members 
Mstep: Class 37 contains 2514 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55552 members 
Mstep: Class 40 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784704.000000 Penalty: 89804.523438
Iteration 411Q: 41 clusters Score -1.277847e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47513 members 
Mstep: Class 3 contains 58729 members 
Mstep: Class 4 contains 16065 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 51246 members 
Mstep: Class 9 contains 13793 members 
Mstep: Class 10 contains 54329 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 58453 members 
Mstep: Class 13 contains 11768 members 
Mstep: Class 14 contains 56050 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 72998 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57850 members 
Mstep: Class 25 contains 80774 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72325 members 
Mstep: Class 30 contains 6594 members 
Mstep: Class 31 contains 61695 members 
Mstep: Class 32 contains 12905 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70467 members 
Mstep: Class 36 contains 14011 members 
Mstep: Class 37 contains 2505 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 55867 members 
Mstep: Class 40 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784952.000000 Penalty: 89804.523438
Iteration 412Q: 41 clusters Score -1.27785e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47499 members 
Mstep: Class 3 contains 59416 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51221 members 
Mstep: Class 9 contains 13802 members 
Mstep: Class 10 contains 53953 members 
Mstep: Class 11 contains 51223 members 
Mstep: Class 12 contains 58603 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73038 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58273 members 
Mstep: Class 25 contains 80544 members 
Mstep: Class 26 contains 13840 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72320 members 
Mstep: Class 30 contains 6603 members 
Mstep: Class 31 contains 60518 members 
Mstep: Class 32 contains 12899 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70511 members 
Mstep: Class 36 contains 14086 members 
Mstep: Class 37 contains 2497 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 56213 members 
Mstep: Class 40 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785280.000000 Penalty: 89804.523438
Iteration 413Q: 41 clusters Score -1.277853e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47476 members 
Mstep: Class 3 contains 60134 members 
Mstep: Class 4 contains 16065 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 51175 members 
Mstep: Class 9 contains 13806 members 
Mstep: Class 10 contains 53943 members 
Mstep: Class 11 contains 51225 members 
Mstep: Class 12 contains 58737 members 
Mstep: Class 13 contains 11757 members 
Mstep: Class 14 contains 56212 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73077 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58549 members 
Mstep: Class 25 contains 80319 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72313 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 59221 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70391 members 
Mstep: Class 36 contains 14155 members 
Mstep: Class 37 contains 2486 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 56651 members 
Mstep: Class 40 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784968.000000 Penalty: 89804.523438
Iteration 414Q: 41 clusters Score -1.27785e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47465 members 
Mstep: Class 3 contains 60933 members 
Mstep: Class 4 contains 16065 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 51117 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 54503 members 
Mstep: Class 11 contains 51227 members 
Mstep: Class 12 contains 58853 members 
Mstep: Class 13 contains 11750 members 
Mstep: Class 14 contains 56275 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73084 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58511 members 
Mstep: Class 25 contains 80139 members 
Mstep: Class 26 contains 13840 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72303 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 57854 members 
Mstep: Class 32 contains 12890 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 70006 members 
Mstep: Class 36 contains 14222 members 
Mstep: Class 37 contains 2482 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 57108 members 
Mstep: Class 40 contains 3302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784744.000000 Penalty: 89804.523438
Iteration 415Q: 41 clusters Score -1.277847e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 61727 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51066 members 
Mstep: Class 9 contains 13825 members 
Mstep: Class 10 contains 55411 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 58958 members 
Mstep: Class 13 contains 11751 members 
Mstep: Class 14 contains 56343 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 73065 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 58166 members 
Mstep: Class 25 contains 79960 members 
Mstep: Class 26 contains 13842 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72291 members 
Mstep: Class 30 contains 6613 members 
Mstep: Class 31 contains 56688 members 
Mstep: Class 32 contains 12888 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 69414 members 
Mstep: Class 36 contains 14274 members 
Mstep: Class 37 contains 2480 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 57575 members 
Mstep: Class 40 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784712.000000 Penalty: 89804.523438
Iteration 416Q: 41 clusters Score -1.277847e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47428 members 
Mstep: Class 3 contains 62422 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51014 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 56509 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 59100 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 56410 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 73046 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 57541 members 
Mstep: Class 25 contains 79750 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72280 members 
Mstep: Class 30 contains 6611 members 
Mstep: Class 31 contains 55798 members 
Mstep: Class 32 contains 12885 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68702 members 
Mstep: Class 36 contains 14350 members 
Mstep: Class 37 contains 2474 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58032 members 
Mstep: Class 40 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784800.000000 Penalty: 89804.523438
Iteration 417Q: 41 clusters Score -1.277848e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 63006 members 
Mstep: Class 4 contains 16063 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 50964 members 
Mstep: Class 9 contains 13831 members 
Mstep: Class 10 contains 57587 members 
Mstep: Class 11 contains 51205 members 
Mstep: Class 12 contains 59216 members 
Mstep: Class 13 contains 11752 members 
Mstep: Class 14 contains 56479 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72916 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56902 members 
Mstep: Class 25 contains 79577 members 
Mstep: Class 26 contains 13842 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72261 members 
Mstep: Class 30 contains 6609 members 
Mstep: Class 31 contains 55165 members 
Mstep: Class 32 contains 12887 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 68099 members 
Mstep: Class 36 contains 14448 members 
Mstep: Class 37 contains 2472 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58367 members 
Mstep: Class 40 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784464.000000 Penalty: 89804.523438
Iteration 418Q: 41 clusters Score -1.277845e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47417 members 
Mstep: Class 3 contains 63417 members 
Mstep: Class 4 contains 16060 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 50935 members 
Mstep: Class 9 contains 13835 members 
Mstep: Class 10 contains 58633 members 
Mstep: Class 11 contains 51194 members 
Mstep: Class 12 contains 59346 members 
Mstep: Class 13 contains 11750 members 
Mstep: Class 14 contains 56551 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 72741 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 56154 members 
Mstep: Class 25 contains 79402 members 
Mstep: Class 26 contains 13838 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72239 members 
Mstep: Class 30 contains 6619 members 
Mstep: Class 31 contains 54884 members 
Mstep: Class 32 contains 12889 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67508 members 
Mstep: Class 36 contains 14550 members 
Mstep: Class 37 contains 2470 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58632 members 
Mstep: Class 40 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784264.000000 Penalty: 89804.523438
Iteration 419Q: 41 clusters Score -1.277843e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47428 members 
Mstep: Class 3 contains 63600 members 
Mstep: Class 4 contains 16059 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 50927 members 
Mstep: Class 9 contains 13841 members 
Mstep: Class 10 contains 59605 members 
Mstep: Class 11 contains 51195 members 
Mstep: Class 12 contains 59457 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 56591 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 72601 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 55319 members 
Mstep: Class 25 contains 79239 members 
Mstep: Class 26 contains 13839 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72227 members 
Mstep: Class 30 contains 6626 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 12891 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66934 members 
Mstep: Class 36 contains 14682 members 
Mstep: Class 37 contains 2465 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58861 members 
Mstep: Class 40 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783896.000000 Penalty: 89804.523438
Iteration 420F: 41 clusters Score -1.277839e+08 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47438 members 
Mstep: Class 3 contains 63520 members 
Mstep: Class 4 contains 16058 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 50917 members 
Mstep: Class 9 contains 13847 members 
Mstep: Class 10 contains 60608 members 
Mstep: Class 11 contains 51175 members 
Mstep: Class 12 contains 59567 members 
Mstep: Class 13 contains 11760 members 
Mstep: Class 14 contains 56639 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72491 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 54483 members 
Mstep: Class 25 contains 79087 members 
Mstep: Class 26 contains 13843 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72209 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 55219 members 
Mstep: Class 32 contains 12884 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66356 members 
Mstep: Class 36 contains 14824 members 
Mstep: Class 37 contains 2462 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59068 members 
Mstep: Class 40 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784136.000000 Penalty: 89804.523438
Iteration 421Q: 41 clusters Score -1.277841e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47459 members 
Mstep: Class 3 contains 63236 members 
Mstep: Class 4 contains 16055 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 50927 members 
Mstep: Class 9 contains 13849 members 
Mstep: Class 10 contains 61576 members 
Mstep: Class 11 contains 51170 members 
Mstep: Class 12 contains 59684 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 56697 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72292 members 
Mstep: Class 23 contains 1832 members 
Mstep: Class 24 contains 53650 members 
Mstep: Class 25 contains 78920 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72186 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 55795 members 
Mstep: Class 32 contains 12876 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65889 members 
Mstep: Class 36 contains 14981 members 
Mstep: Class 37 contains 2459 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59168 members 
Mstep: Class 40 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783760.000000 Penalty: 89804.523438
Iteration 422Q: 41 clusters Score -1.277838e+08 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47454 members 
Mstep: Class 3 contains 62665 members 
Mstep: Class 4 contains 16054 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 50950 members 
Mstep: Class 9 contains 13851 members 
Mstep: Class 10 contains 62573 members 
Mstep: Class 11 contains 51160 members 
Mstep: Class 12 contains 59794 members 
Mstep: Class 13 contains 11767 members 
Mstep: Class 14 contains 56766 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6435 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 72122 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52898 members 
Mstep: Class 25 contains 78763 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72161 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 56551 members 
Mstep: Class 32 contains 12865 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65461 members 
Mstep: Class 36 contains 15109 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59213 members 
Mstep: Class 40 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784152.000000 Penalty: 89804.523438
Iteration 423Q: 41 clusters Score -1.277842e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47439 members 
Mstep: Class 3 contains 62092 members 
Mstep: Class 4 contains 16052 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 50960 members 
Mstep: Class 9 contains 13851 members 
Mstep: Class 10 contains 63619 members 
Mstep: Class 11 contains 51140 members 
Mstep: Class 12 contains 59888 members 
Mstep: Class 13 contains 11771 members 
Mstep: Class 14 contains 56841 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6423 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 71993 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52173 members 
Mstep: Class 25 contains 78627 members 
Mstep: Class 26 contains 13838 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72135 members 
Mstep: Class 30 contains 6626 members 
Mstep: Class 31 contains 57385 members 
Mstep: Class 32 contains 12858 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 64925 members 
Mstep: Class 36 contains 15249 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59199 members 
Mstep: Class 40 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784168.000000 Penalty: 89804.523438
Iteration 424Q: 41 clusters Score -1.277842e+08 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 61456 members 
Mstep: Class 4 contains 16051 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 50968 members 
Mstep: Class 9 contains 13850 members 
Mstep: Class 10 contains 64646 members 
Mstep: Class 11 contains 51115 members 
Mstep: Class 12 contains 59959 members 
Mstep: Class 13 contains 11777 members 
Mstep: Class 14 contains 56903 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6413 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 71872 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51517 members 
Mstep: Class 25 contains 78512 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72115 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 58320 members 
Mstep: Class 32 contains 12850 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 64329 members 
Mstep: Class 36 contains 15388 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59139 members 
Mstep: Class 40 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784312.000000 Penalty: 89804.523438
Iteration 425Q: 41 clusters Score -1.277843e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47458 members 
Mstep: Class 3 contains 60990 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 50992 members 
Mstep: Class 9 contains 13843 members 
Mstep: Class 10 contains 65277 members 
Mstep: Class 11 contains 51086 members 
Mstep: Class 12 contains 60021 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 56955 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6412 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 71756 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51114 members 
Mstep: Class 25 contains 78414 members 
Mstep: Class 26 contains 13839 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72094 members 
Mstep: Class 30 contains 6626 members 
Mstep: Class 31 contains 59065 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63837 members 
Mstep: Class 36 contains 15511 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59121 members 
Mstep: Class 40 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784256.000000 Penalty: 89804.523438
Iteration 426Q: 41 clusters Score -1.277843e+08 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47466 members 
Mstep: Class 3 contains 60554 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 51043 members 
Mstep: Class 9 contains 13845 members 
Mstep: Class 10 contains 65770 members 
Mstep: Class 11 contains 51072 members 
Mstep: Class 12 contains 60060 members 
Mstep: Class 13 contains 11778 members 
Mstep: Class 14 contains 57008 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 71666 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 50930 members 
Mstep: Class 25 contains 78330 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72086 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 59812 members 
Mstep: Class 32 contains 12839 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63233 members 
Mstep: Class 36 contains 15631 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59052 members 
Mstep: Class 40 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784256.000000 Penalty: 89804.523438
Iteration 427Q: 41 clusters Score -1.277843e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47472 members 
Mstep: Class 3 contains 60227 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 51115 members 
Mstep: Class 9 contains 13847 members 
Mstep: Class 10 contains 65878 members 
Mstep: Class 11 contains 51048 members 
Mstep: Class 12 contains 60113 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 57063 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 71495 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 50964 members 
Mstep: Class 25 contains 78232 members 
Mstep: Class 26 contains 13833 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72060 members 
Mstep: Class 30 contains 6630 members 
Mstep: Class 31 contains 60534 members 
Mstep: Class 32 contains 12828 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62788 members 
Mstep: Class 36 contains 15744 members 
Mstep: Class 37 contains 2456 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58997 members 
Mstep: Class 40 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784216.000000 Penalty: 89804.523438
Iteration 428Q: 41 clusters Score -1.277842e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47483 members 
Mstep: Class 3 contains 59990 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 51185 members 
Mstep: Class 9 contains 13844 members 
Mstep: Class 10 contains 65749 members 
Mstep: Class 11 contains 51007 members 
Mstep: Class 12 contains 60179 members 
Mstep: Class 13 contains 11778 members 
Mstep: Class 14 contains 57091 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6399 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 71230 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51179 members 
Mstep: Class 25 contains 78154 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72039 members 
Mstep: Class 30 contains 6622 members 
Mstep: Class 31 contains 61204 members 
Mstep: Class 32 contains 12821 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62482 members 
Mstep: Class 36 contains 15822 members 
Mstep: Class 37 contains 2456 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58958 members 
Mstep: Class 40 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784704.000000 Penalty: 89804.523438
Iteration 429Q: 41 clusters Score -1.277847e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47475 members 
Mstep: Class 3 contains 59726 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 51236 members 
Mstep: Class 9 contains 13840 members 
Mstep: Class 10 contains 65487 members 
Mstep: Class 11 contains 50965 members 
Mstep: Class 12 contains 60257 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 57121 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6395 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 70983 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51476 members 
Mstep: Class 25 contains 78073 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72020 members 
Mstep: Class 30 contains 6619 members 
Mstep: Class 31 contains 61961 members 
Mstep: Class 32 contains 12815 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62196 members 
Mstep: Class 36 contains 15901 members 
Mstep: Class 37 contains 2456 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58896 members 
Mstep: Class 40 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784784.000000 Penalty: 89804.523438
Iteration 430Q: 41 clusters Score -1.277848e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47487 members 
Mstep: Class 3 contains 59383 members 
Mstep: Class 4 contains 16051 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 51274 members 
Mstep: Class 9 contains 13846 members 
Mstep: Class 10 contains 65162 members 
Mstep: Class 11 contains 50916 members 
Mstep: Class 12 contains 60334 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6400 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 70694 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51757 members 
Mstep: Class 25 contains 77978 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72011 members 
Mstep: Class 30 contains 6622 members 
Mstep: Class 31 contains 62690 members 
Mstep: Class 32 contains 12808 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62096 members 
Mstep: Class 36 contains 15971 members 
Mstep: Class 37 contains 2456 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58895 members 
Mstep: Class 40 contains 3274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784608.000000 Penalty: 89804.523438
Iteration 431Q: 41 clusters Score -1.277846e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47493 members 
Mstep: Class 3 contains 59083 members 
Mstep: Class 4 contains 16052 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 51304 members 
Mstep: Class 9 contains 13847 members 
Mstep: Class 10 contains 64704 members 
Mstep: Class 11 contains 50886 members 
Mstep: Class 12 contains 60417 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 57153 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6394 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 70393 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51977 members 
Mstep: Class 25 contains 77876 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71997 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 63456 members 
Mstep: Class 32 contains 12806 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62132 members 
Mstep: Class 36 contains 16045 members 
Mstep: Class 37 contains 2455 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58883 members 
Mstep: Class 40 contains 3270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785200.000000 Penalty: 89804.523438
Iteration 432Q: 41 clusters Score -1.277852e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47487 members 
Mstep: Class 3 contains 58719 members 
Mstep: Class 4 contains 16051 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 51321 members 
Mstep: Class 9 contains 13849 members 
Mstep: Class 10 contains 64190 members 
Mstep: Class 11 contains 50836 members 
Mstep: Class 12 contains 60491 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 57158 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 70139 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52243 members 
Mstep: Class 25 contains 77789 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71994 members 
Mstep: Class 30 contains 6615 members 
Mstep: Class 31 contains 64220 members 
Mstep: Class 32 contains 12804 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62261 members 
Mstep: Class 36 contains 16125 members 
Mstep: Class 37 contains 2455 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58849 members 
Mstep: Class 40 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785440.000000 Penalty: 89804.523438
Iteration 433Q: 41 clusters Score -1.277854e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47502 members 
Mstep: Class 3 contains 58336 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 51351 members 
Mstep: Class 9 contains 13852 members 
Mstep: Class 10 contains 63622 members 
Mstep: Class 11 contains 50765 members 
Mstep: Class 12 contains 60563 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 57160 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 69896 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52534 members 
Mstep: Class 25 contains 77691 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71991 members 
Mstep: Class 30 contains 6616 members 
Mstep: Class 31 contains 64981 members 
Mstep: Class 32 contains 12812 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62475 members 
Mstep: Class 36 contains 16209 members 
Mstep: Class 37 contains 2454 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58760 members 
Mstep: Class 40 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785632.000000 Penalty: 89804.523438
Iteration 434Q: 41 clusters Score -1.277856e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47527 members 
Mstep: Class 3 contains 57847 members 
Mstep: Class 4 contains 16047 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 51366 members 
Mstep: Class 9 contains 13855 members 
Mstep: Class 10 contains 63009 members 
Mstep: Class 11 contains 50701 members 
Mstep: Class 12 contains 60639 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 57152 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 69656 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52773 members 
Mstep: Class 25 contains 77584 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71990 members 
Mstep: Class 30 contains 6618 members 
Mstep: Class 31 contains 65892 members 
Mstep: Class 32 contains 12818 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62803 members 
Mstep: Class 36 contains 16288 members 
Mstep: Class 37 contains 2454 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58628 members 
Mstep: Class 40 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785616.000000 Penalty: 89804.523438
Iteration 435Q: 41 clusters Score -1.277856e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47517 members 
Mstep: Class 3 contains 57361 members 
Mstep: Class 4 contains 16044 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13646 members 
Mstep: Class 8 contains 51380 members 
Mstep: Class 9 contains 13857 members 
Mstep: Class 10 contains 62392 members 
Mstep: Class 11 contains 50652 members 
Mstep: Class 12 contains 60704 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 57151 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 69430 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52986 members 
Mstep: Class 25 contains 77497 members 
Mstep: Class 26 contains 13808 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71982 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 66754 members 
Mstep: Class 32 contains 12819 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63195 members 
Mstep: Class 36 contains 16353 members 
Mstep: Class 37 contains 2455 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58517 members 
Mstep: Class 40 contains 3267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785480.000000 Penalty: 89804.523438
Iteration 436Q: 41 clusters Score -1.277855e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47517 members 
Mstep: Class 3 contains 56902 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 51390 members 
Mstep: Class 9 contains 13857 members 
Mstep: Class 10 contains 61489 members 
Mstep: Class 11 contains 50631 members 
Mstep: Class 12 contains 60786 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 57142 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 69269 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53288 members 
Mstep: Class 25 contains 77409 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71964 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 67540 members 
Mstep: Class 32 contains 12823 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63688 members 
Mstep: Class 36 contains 16409 members 
Mstep: Class 37 contains 2453 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58459 members 
Mstep: Class 40 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785728.000000 Penalty: 89804.523438
Iteration 437Q: 41 clusters Score -1.277857e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47532 members 
Mstep: Class 3 contains 56484 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13646 members 
Mstep: Class 8 contains 51385 members 
Mstep: Class 9 contains 13861 members 
Mstep: Class 10 contains 60504 members 
Mstep: Class 11 contains 50610 members 
Mstep: Class 12 contains 60867 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 57141 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 69151 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53577 members 
Mstep: Class 25 contains 77330 members 
Mstep: Class 26 contains 13807 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71948 members 
Mstep: Class 30 contains 6646 members 
Mstep: Class 31 contains 68284 members 
Mstep: Class 32 contains 12825 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 64197 members 
Mstep: Class 36 contains 16468 members 
Mstep: Class 37 contains 2451 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58412 members 
Mstep: Class 40 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785976.000000 Penalty: 89804.523438
Iteration 438Q: 41 clusters Score -1.27786e+08 nChanged 2504
Entering ConstructFrom: 
Score: -127785976.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -351730.718750 Penalty: 1290.402710
	Iteration 0F: 2 clusters Score -351730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -349116.593750 Penalty: 2580.805420
	Iteration 0F: 3 clusters Score -349116.6 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -349746.375000 Penalty: 2580.805420
	Iteration 1F: 3 clusters Score -349746.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349900.343750 Penalty: 2580.805420
	Iteration 2F: 3 clusters Score -349900.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -350012.250000 Penalty: 2580.805420
	Iteration 3F: 3 clusters Score -350012.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350091.531250 Penalty: 2580.805420
	Iteration 4Q: 3 clusters Score -350091.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350157.156250 Penalty: 2580.805420
	Iteration 5Q: 3 clusters Score -350157.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -350212.468750 Penalty: 2580.805420
	Iteration 6Q: 3 clusters Score -350212.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -350250.812500 Penalty: 2580.805420
	Iteration 7Q: 3 clusters Score -350250.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -350287.125000 Penalty: 2580.805420
	Iteration 8Q: 3 clusters Score -350287.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -350317.906250 Penalty: 2580.805420
	Iteration 9Q: 3 clusters Score -350317.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -350347.406250 Penalty: 2580.805420
	Iteration 10Q: 3 clusters Score -350347.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -350379.468750 Penalty: 2580.805420
	Iteration 11Q: 3 clusters Score -350379.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -350419.437500 Penalty: 2580.805420
	Iteration 12Q: 3 clusters Score -350419.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -350471.156250 Penalty: 2580.805420
	Iteration 13Q: 3 clusters Score -350471.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -350537.812500 Penalty: 2580.805420
	Iteration 14Q: 3 clusters Score -350537.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -350615.656250 Penalty: 2580.805420
	Iteration 15Q: 3 clusters Score -350615.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -350705.812500 Penalty: 2580.805420
	Iteration 16Q: 3 clusters Score -350705.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -350810.812500 Penalty: 2580.805420
	Iteration 17Q: 3 clusters Score -350810.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -350920.750000 Penalty: 2580.805420
	Iteration 18Q: 3 clusters Score -350920.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -351001.437500 Penalty: 2580.805420
	Iteration 19Q: 3 clusters Score -351001.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -351065.875000 Penalty: 2580.805420
	Iteration 20F: 3 clusters Score -351065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -351125.750000 Penalty: 2580.805420
	Iteration 21Q: 3 clusters Score -351125.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -351178.812500 Penalty: 2580.805420
	Iteration 22Q: 3 clusters Score -351178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -351196.781250 Penalty: 2580.805420
	Iteration 23Q: 3 clusters Score -351196.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -351207.812500 Penalty: 2580.805420
	Iteration 24Q: 3 clusters Score -351207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -351214.343750 Penalty: 2580.805420
	Iteration 25Q: 3 clusters Score -351214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -351219.375000 Penalty: 2580.805420
	Iteration 26Q: 3 clusters Score -351219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -351223.406250 Penalty: 2580.805420
	Iteration 27Q: 3 clusters Score -351223.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -351226.812500 Penalty: 2580.805420
	Iteration 28Q: 3 clusters Score -351226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -351228.125000 Penalty: 2580.805420
	Iteration 29Q: 3 clusters Score -351228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -351230.343750 Penalty: 2580.805420
	Iteration 30Q: 3 clusters Score -351230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -351232.437500 Penalty: 2580.805420
	Iteration 31Q: 3 clusters Score -351232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -351234.781250 Penalty: 2580.805420
	Iteration 32Q: 3 clusters Score -351234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -351236.593750 Penalty: 2580.805420
	Iteration 33Q: 3 clusters Score -351236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -351237.156250 Penalty: 2580.805420
	Iteration 34Q: 3 clusters Score -351237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -351237.437500 Penalty: 2580.805420
	Iteration 35Q: 3 clusters Score -351237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -351237.437500 Penalty: 2580.805420
	Iteration 36F: 3 clusters Score -351237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Entering Unmasked Estep 
Score: -5960378.500000 Penalty: 1749.861816
	Iteration 0F: 2 clusters Score -5960378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5928555.500000 Penalty: 3499.723633
	Iteration 0F: 3 clusters Score -5928556 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -5941003.500000 Penalty: 3499.723633
	Iteration 1F: 3 clusters Score -5941004 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -5941462.000000 Penalty: 3499.723633
	Iteration 2Q: 3 clusters Score -5941462 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5941911.000000 Penalty: 3499.723633
	Iteration 3Q: 3 clusters Score -5941911 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5942582.000000 Penalty: 3499.723633
	Iteration 4Q: 3 clusters Score -5942582 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5943577.500000 Penalty: 3499.723633
	Iteration 5Q: 3 clusters Score -5943578 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -5945302.500000 Penalty: 3499.723633
	Iteration 6F: 3 clusters Score -5945302 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5948058.500000 Penalty: 3499.723633
	Iteration 7F: 3 clusters Score -5948058 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5951655.500000 Penalty: 3499.723633
	Iteration 8F: 3 clusters Score -5951656 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -5955076.500000 Penalty: 3499.723633
	Iteration 9F: 3 clusters Score -5955076 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5957134.500000 Penalty: 3499.723633
	Iteration 10Q: 3 clusters Score -5957134 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -5958101.000000 Penalty: 3499.723633
	Iteration 11Q: 3 clusters Score -5958101 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -5958504.000000 Penalty: 3499.723633
	Iteration 12Q: 3 clusters Score -5958504 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -5958661.000000 Penalty: 3499.723633
	Iteration 13Q: 3 clusters Score -5958661 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -5958765.000000 Penalty: 3499.723633
	Iteration 14Q: 3 clusters Score -5958765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -5958795.000000 Penalty: 3499.723633
	Iteration 15Q: 3 clusters Score -5958795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5958827.000000 Penalty: 3499.723633
	Iteration 16Q: 3 clusters Score -5958827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5958837.000000 Penalty: 3499.723633
	Iteration 17Q: 3 clusters Score -5958837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -5958849.500000 Penalty: 3499.723633
	Iteration 18Q: 3 clusters Score -5958850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -5958852.500000 Penalty: 3499.723633
	Iteration 19Q: 3 clusters Score -5958852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -5958864.000000 Penalty: 3499.723633
	Iteration 20F: 3 clusters Score -5958864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5958872.500000 Penalty: 3499.723633
	Iteration 21Q: 3 clusters Score -5958872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -5958877.000000 Penalty: 3499.723633
	Iteration 22Q: 3 clusters Score -5958877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -5958875.500000 Penalty: 3499.723633
	Iteration 23Q: 3 clusters Score -5958876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -5958878.500000 Penalty: 3499.723633
	Iteration 24Q: 3 clusters Score -5958878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5958877.000000 Penalty: 3499.723633
	Iteration 25Q: 3 clusters Score -5958877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5958877.000000 Penalty: 3499.723633
	Iteration 26F: 3 clusters Score -5958877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Entering Unmasked Estep 
Score: -7475033.500000 Penalty: 1777.050049
	Iteration 0F: 2 clusters Score -7475034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -7437724.500000 Penalty: 3554.100098
	Iteration 0F: 3 clusters Score -7437724 nChanged 26466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -7452802.000000 Penalty: 3554.100098
	Iteration 1F: 3 clusters Score -7452802 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -7453319.500000 Penalty: 3554.100098
	Iteration 2Q: 3 clusters Score -7453320 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -7453959.000000 Penalty: 3554.100098
	Iteration 3Q: 3 clusters Score -7453959 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -7454607.000000 Penalty: 3554.100098
	Iteration 4Q: 3 clusters Score -7454607 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -7455370.500000 Penalty: 3554.100098
	Iteration 5Q: 3 clusters Score -7455370 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7456223.500000 Penalty: 3554.100098
	Iteration 6Q: 3 clusters Score -7456224 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -7457177.000000 Penalty: 3554.100098
	Iteration 7Q: 3 clusters Score -7457177 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -7458238.000000 Penalty: 3554.100098
	Iteration 8Q: 3 clusters Score -7458238 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -7459356.500000 Penalty: 3554.100098
	Iteration 9Q: 3 clusters Score -7459356 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -7460760.500000 Penalty: 3554.100098
	Iteration 10Q: 3 clusters Score -7460760 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -7462366.000000 Penalty: 3554.100098
	Iteration 11F: 3 clusters Score -7462366 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -7464229.000000 Penalty: 3554.100098
	Iteration 12F: 3 clusters Score -7464229 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -7466303.000000 Penalty: 3554.100098
	Iteration 13F: 3 clusters Score -7466303 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -7468370.000000 Penalty: 3554.100098
	Iteration 14F: 3 clusters Score -7468370 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7470147.000000 Penalty: 3554.100098
	Iteration 15Q: 3 clusters Score -7470147 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7471290.500000 Penalty: 3554.100098
	Iteration 16Q: 3 clusters Score -7471290 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7472216.500000 Penalty: 3554.100098
	Iteration 17Q: 3 clusters Score -7472216 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7472740.000000 Penalty: 3554.100098
	Iteration 18Q: 3 clusters Score -7472740 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7473048.000000 Penalty: 3554.100098
	Iteration 19Q: 3 clusters Score -7473048 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7473193.500000 Penalty: 3554.100098
	Iteration 20F: 3 clusters Score -7473194 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7473306.000000 Penalty: 3554.100098
	Iteration 21Q: 3 clusters Score -7473306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7473375.000000 Penalty: 3554.100098
	Iteration 22Q: 3 clusters Score -7473375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7473434.500000 Penalty: 3554.100098
	Iteration 23Q: 3 clusters Score -7473434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7473475.000000 Penalty: 3554.100098
	Iteration 24Q: 3 clusters Score -7473475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7473501.500000 Penalty: 3554.100098
	Iteration 25Q: 3 clusters Score -7473502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7473531.000000 Penalty: 3554.100098
	Iteration 26Q: 3 clusters Score -7473531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7473547.000000 Penalty: 3554.100098
	Iteration 27Q: 3 clusters Score -7473547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7473556.500000 Penalty: 3554.100098
	Iteration 28Q: 3 clusters Score -7473556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7473571.500000 Penalty: 3554.100098
	Iteration 29Q: 3 clusters Score -7473572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7473590.500000 Penalty: 3554.100098
	Iteration 30Q: 3 clusters Score -7473590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7473596.000000 Penalty: 3554.100098
	Iteration 31Q: 3 clusters Score -7473596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7473596.000000 Penalty: 3554.100098
	Iteration 32Q: 3 clusters Score -7473596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7473608.000000 Penalty: 3554.100098
	Iteration 33Q: 3 clusters Score -7473608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7473620.500000 Penalty: 3554.100098
	Iteration 34Q: 3 clusters Score -7473620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7473623.000000 Penalty: 3554.100098
	Iteration 35Q: 3 clusters Score -7473623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7473623.000000 Penalty: 3554.100098
	Iteration 36Q: 3 clusters Score -7473623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7473633.000000 Penalty: 3554.100098
	Iteration 37Q: 3 clusters Score -7473633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7473637.000000 Penalty: 3554.100098
	Iteration 38Q: 3 clusters Score -7473637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7473643.500000 Penalty: 3554.100098
	Iteration 39Q: 3 clusters Score -7473644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7473637.500000 Penalty: 3554.100098
	Iteration 40F: 3 clusters Score -7473638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7473636.500000 Penalty: 3554.100098
	Iteration 41Q: 3 clusters Score -7473636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7473639.000000 Penalty: 3554.100098
	Iteration 42Q: 3 clusters Score -7473639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7473639.000000 Penalty: 3554.100098
	Iteration 43F: 3 clusters Score -7473639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Entering Unmasked Estep 
Score: -2057350.625000 Penalty: 1573.441406
	Iteration 0F: 2 clusters Score -2057351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2046341.625000 Penalty: 3146.882812
	Iteration 0F: 3 clusters Score -2046342 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2050363.125000 Penalty: 3146.882812
	Iteration 1F: 3 clusters Score -2050363 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2050802.375000 Penalty: 3146.882812
	Iteration 2F: 3 clusters Score -2050802 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2051188.875000 Penalty: 3146.882812
	Iteration 3F: 3 clusters Score -2051189 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2051583.375000 Penalty: 3146.882812
	Iteration 4Q: 3 clusters Score -2051583 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2052020.125000 Penalty: 3146.882812
	Iteration 5Q: 3 clusters Score -2052020 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2052482.875000 Penalty: 3146.882812
	Iteration 6Q: 3 clusters Score -2052483 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2052983.125000 Penalty: 3146.882812
	Iteration 7Q: 3 clusters Score -2052983 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2053550.500000 Penalty: 3146.882812
	Iteration 8Q: 3 clusters Score -2053550 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2054178.125000 Penalty: 3146.882812
	Iteration 9F: 3 clusters Score -2054178 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2054727.375000 Penalty: 3146.882812
	Iteration 10Q: 3 clusters Score -2054727 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2055139.125000 Penalty: 3146.882812
	Iteration 11Q: 3 clusters Score -2055139 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2055430.750000 Penalty: 3146.882812
	Iteration 12Q: 3 clusters Score -2055431 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2055599.250000 Penalty: 3146.882812
	Iteration 13Q: 3 clusters Score -2055599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2055702.250000 Penalty: 3146.882812
	Iteration 14Q: 3 clusters Score -2055702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2055763.750000 Penalty: 3146.882812
	Iteration 15Q: 3 clusters Score -2055764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2055824.875000 Penalty: 3146.882812
	Iteration 16Q: 3 clusters Score -2055825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2055876.250000 Penalty: 3146.882812
	Iteration 17Q: 3 clusters Score -2055876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2055910.375000 Penalty: 3146.882812
	Iteration 18Q: 3 clusters Score -2055910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2055938.750000 Penalty: 3146.882812
	Iteration 19Q: 3 clusters Score -2055939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2055961.375000 Penalty: 3146.882812
	Iteration 20F: 3 clusters Score -2055961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2055974.625000 Penalty: 3146.882812
	Iteration 21Q: 3 clusters Score -2055975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2055988.000000 Penalty: 3146.882812
	Iteration 22Q: 3 clusters Score -2055988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2055990.875000 Penalty: 3146.882812
	Iteration 23Q: 3 clusters Score -2055991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2055992.375000 Penalty: 3146.882812
	Iteration 24Q: 3 clusters Score -2055992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2055992.125000 Penalty: 3146.882812
	Iteration 25Q: 3 clusters Score -2055992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2055992.125000 Penalty: 3146.882812
	Iteration 26F: 3 clusters Score -2055992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -614679.500000 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -614679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -610826.375000 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -610826.4 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -611965.000000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -611965 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -612238.625000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -612238.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -612483.812500 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -612483.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -612720.500000 Penalty: 2754.752930
	Iteration 4F: 3 clusters Score -612720.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -612910.937500 Penalty: 2754.752930
	Iteration 5F: 3 clusters Score -612910.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -613064.500000 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -613064.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -613172.500000 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -613172.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -613238.750000 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -613238.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -613280.250000 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -613280.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -613303.937500 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -613303.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -613322.250000 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -613322.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -613342.187500 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -613342.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -613351.687500 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -613351.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -613358.937500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -613358.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -613368.500000 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -613368.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -613374.250000 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -613374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -613378.750000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -613378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -613382.125000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -613382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -613383.937500 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -613383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -613387.375000 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -613387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -613391.187500 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -613391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -613391.625000 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -613391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -613391.937500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -613391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -613392.937500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -613392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -613393.562500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -613393.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -613393.562500 Penalty: 2754.752930
	Iteration 26F: 3 clusters Score -613393.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -811798.312500 Penalty: 1424.437744
	Iteration 0F: 2 clusters Score -811798.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -806900.500000 Penalty: 2848.875488
	Iteration 0F: 3 clusters Score -806900.5 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -808471.250000 Penalty: 2848.875488
	Iteration 1F: 3 clusters Score -808471.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -808806.375000 Penalty: 2848.875488
	Iteration 2F: 3 clusters Score -808806.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -809111.750000 Penalty: 2848.875488
	Iteration 3F: 3 clusters Score -809111.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -809341.687500 Penalty: 2848.875488
	Iteration 4F: 3 clusters Score -809341.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -809515.250000 Penalty: 2848.875488
	Iteration 5Q: 3 clusters Score -809515.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -809663.812500 Penalty: 2848.875488
	Iteration 6Q: 3 clusters Score -809663.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -809782.625000 Penalty: 2848.875488
	Iteration 7Q: 3 clusters Score -809782.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -809885.875000 Penalty: 2848.875488
	Iteration 8Q: 3 clusters Score -809885.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -810001.312500 Penalty: 2848.875488
	Iteration 9Q: 3 clusters Score -810001.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -810099.625000 Penalty: 2848.875488
	Iteration 10Q: 3 clusters Score -810099.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -810187.875000 Penalty: 2848.875488
	Iteration 11Q: 3 clusters Score -810187.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -810247.937500 Penalty: 2848.875488
	Iteration 12Q: 3 clusters Score -810247.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -810297.187500 Penalty: 2848.875488
	Iteration 13Q: 3 clusters Score -810297.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -810337.125000 Penalty: 2848.875488
	Iteration 14Q: 3 clusters Score -810337.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -810366.187500 Penalty: 2848.875488
	Iteration 15Q: 3 clusters Score -810366.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -810396.937500 Penalty: 2848.875488
	Iteration 16Q: 3 clusters Score -810396.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -810417.312500 Penalty: 2848.875488
	Iteration 17Q: 3 clusters Score -810417.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -810438.000000 Penalty: 2848.875488
	Iteration 18Q: 3 clusters Score -810438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -810450.312500 Penalty: 2848.875488
	Iteration 19Q: 3 clusters Score -810450.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -810463.125000 Penalty: 2848.875488
	Iteration 20F: 3 clusters Score -810463.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -810476.750000 Penalty: 2848.875488
	Iteration 21Q: 3 clusters Score -810476.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -810490.812500 Penalty: 2848.875488
	Iteration 22Q: 3 clusters Score -810490.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -810501.437500 Penalty: 2848.875488
	Iteration 23Q: 3 clusters Score -810501.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -810509.625000 Penalty: 2848.875488
	Iteration 24Q: 3 clusters Score -810509.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -810519.750000 Penalty: 2848.875488
	Iteration 25Q: 3 clusters Score -810519.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -810534.062500 Penalty: 2848.875488
	Iteration 26Q: 3 clusters Score -810534.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -810544.062500 Penalty: 2848.875488
	Iteration 27Q: 3 clusters Score -810544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -810546.687500 Penalty: 2848.875488
	Iteration 28Q: 3 clusters Score -810546.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -810553.562500 Penalty: 2848.875488
	Iteration 29Q: 3 clusters Score -810553.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -810558.125000 Penalty: 2848.875488
	Iteration 30Q: 3 clusters Score -810558.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -810564.375000 Penalty: 2848.875488
	Iteration 31Q: 3 clusters Score -810564.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -810571.562500 Penalty: 2848.875488
	Iteration 32Q: 3 clusters Score -810571.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -810581.062500 Penalty: 2848.875488
	Iteration 33Q: 3 clusters Score -810581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -810584.375000 Penalty: 2848.875488
	Iteration 34Q: 3 clusters Score -810584.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -810594.125000 Penalty: 2848.875488
	Iteration 35Q: 3 clusters Score -810594.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -810600.937500 Penalty: 2848.875488
	Iteration 36Q: 3 clusters Score -810600.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -810605.187500 Penalty: 2848.875488
	Iteration 37Q: 3 clusters Score -810605.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -810611.312500 Penalty: 2848.875488
	Iteration 38Q: 3 clusters Score -810611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -810615.187500 Penalty: 2848.875488
	Iteration 39Q: 3 clusters Score -810615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -810618.250000 Penalty: 2848.875488
	Iteration 40F: 3 clusters Score -810618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -810625.437500 Penalty: 2848.875488
	Iteration 41Q: 3 clusters Score -810625.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -810628.750000 Penalty: 2848.875488
	Iteration 42Q: 3 clusters Score -810628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -810631.687500 Penalty: 2848.875488
	Iteration 43Q: 3 clusters Score -810631.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -810633.000000 Penalty: 2848.875488
	Iteration 44Q: 3 clusters Score -810633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -810635.562500 Penalty: 2848.875488
	Iteration 45Q: 3 clusters Score -810635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -810637.875000 Penalty: 2848.875488
	Iteration 46Q: 3 clusters Score -810637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -810641.687500 Penalty: 2848.875488
	Iteration 47Q: 3 clusters Score -810641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -810644.500000 Penalty: 2848.875488
	Iteration 48Q: 3 clusters Score -810644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -810648.625000 Penalty: 2848.875488
	Iteration 49Q: 3 clusters Score -810648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -810649.812500 Penalty: 2848.875488
	Iteration 50Q: 3 clusters Score -810649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -810650.562500 Penalty: 2848.875488
	Iteration 51Q: 3 clusters Score -810650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -810650.562500 Penalty: 2848.875488
	Iteration 52F: 3 clusters Score -810650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Entering Unmasked Estep 
Score: -1617995.875000 Penalty: 1547.242920
	Iteration 0F: 2 clusters Score -1617996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1608389.000000 Penalty: 3094.485840
	Iteration 0F: 3 clusters Score -1608389 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1611743.000000 Penalty: 3094.485840
	Iteration 1F: 3 clusters Score -1611743 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1612200.750000 Penalty: 3094.485840
	Iteration 2F: 3 clusters Score -1612201 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1612738.875000 Penalty: 3094.485840
	Iteration 3F: 3 clusters Score -1612739 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1613231.500000 Penalty: 3094.485840
	Iteration 4F: 3 clusters Score -1613232 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1613706.000000 Penalty: 3094.485840
	Iteration 5F: 3 clusters Score -1613706 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1614136.500000 Penalty: 3094.485840
	Iteration 6F: 3 clusters Score -1614136 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1614478.875000 Penalty: 3094.485840
	Iteration 7Q: 3 clusters Score -1614479 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1614715.125000 Penalty: 3094.485840
	Iteration 8Q: 3 clusters Score -1614715 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1614912.125000 Penalty: 3094.485840
	Iteration 9Q: 3 clusters Score -1614912 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1615071.875000 Penalty: 3094.485840
	Iteration 10Q: 3 clusters Score -1615072 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1615213.250000 Penalty: 3094.485840
	Iteration 11Q: 3 clusters Score -1615213 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1615347.875000 Penalty: 3094.485840
	Iteration 12Q: 3 clusters Score -1615348 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1615490.125000 Penalty: 3094.485840
	Iteration 13Q: 3 clusters Score -1615490 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1615646.875000 Penalty: 3094.485840
	Iteration 14Q: 3 clusters Score -1615647 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1615788.500000 Penalty: 3094.485840
	Iteration 15Q: 3 clusters Score -1615788 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1615939.375000 Penalty: 3094.485840
	Iteration 16Q: 3 clusters Score -1615939 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1616111.250000 Penalty: 3094.485840
	Iteration 17Q: 3 clusters Score -1616111 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1616296.875000 Penalty: 3094.485840
	Iteration 18Q: 3 clusters Score -1616297 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1616467.250000 Penalty: 3094.485840
	Iteration 19Q: 3 clusters Score -1616467 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1616628.500000 Penalty: 3094.485840
	Iteration 20F: 3 clusters Score -1616628 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1616775.625000 Penalty: 3094.485840
	Iteration 21Q: 3 clusters Score -1616776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1616923.250000 Penalty: 3094.485840
	Iteration 22Q: 3 clusters Score -1616923 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1617058.125000 Penalty: 3094.485840
	Iteration 23Q: 3 clusters Score -1617058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1617172.375000 Penalty: 3094.485840
	Iteration 24Q: 3 clusters Score -1617172 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1617273.000000 Penalty: 3094.485840
	Iteration 25Q: 3 clusters Score -1617273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1617340.875000 Penalty: 3094.485840
	Iteration 26Q: 3 clusters Score -1617341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1617390.375000 Penalty: 3094.485840
	Iteration 27Q: 3 clusters Score -1617390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1617427.500000 Penalty: 3094.485840
	Iteration 28Q: 3 clusters Score -1617428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1617453.750000 Penalty: 3094.485840
	Iteration 29Q: 3 clusters Score -1617454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1617472.250000 Penalty: 3094.485840
	Iteration 30Q: 3 clusters Score -1617472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1617482.125000 Penalty: 3094.485840
	Iteration 31Q: 3 clusters Score -1617482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1617490.500000 Penalty: 3094.485840
	Iteration 32Q: 3 clusters Score -1617490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1617493.375000 Penalty: 3094.485840
	Iteration 33Q: 3 clusters Score -1617493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1617497.500000 Penalty: 3094.485840
	Iteration 34Q: 3 clusters Score -1617498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1617501.375000 Penalty: 3094.485840
	Iteration 35Q: 3 clusters Score -1617501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1617500.875000 Penalty: 3094.485840
	Iteration 36Q: 3 clusters Score -1617501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1617505.250000 Penalty: 3094.485840
	Iteration 37Q: 3 clusters Score -1617505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1617506.375000 Penalty: 3094.485840
	Iteration 38Q: 3 clusters Score -1617506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1617505.000000 Penalty: 3094.485840
	Iteration 39Q: 3 clusters Score -1617505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1617509.000000 Penalty: 3094.485840
	Iteration 40F: 3 clusters Score -1617509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1617507.375000 Penalty: 3094.485840
	Iteration 41Q: 3 clusters Score -1617507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1617507.375000 Penalty: 3094.485840
	Iteration 42Q: 3 clusters Score -1617507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1617509.250000 Penalty: 3094.485840
	Iteration 43Q: 3 clusters Score -1617509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1617509.250000 Penalty: 3094.485840
	Iteration 44Q: 3 clusters Score -1617509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1617507.750000 Penalty: 3094.485840
	Iteration 45Q: 3 clusters Score -1617508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1617508.000000 Penalty: 3094.485840
	Iteration 46Q: 3 clusters Score -1617508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1617507.750000 Penalty: 3094.485840
	Iteration 47Q: 3 clusters Score -1617508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1617507.750000 Penalty: 3094.485840
	Iteration 48F: 3 clusters Score -1617508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Entering Unmasked Estep 
Score: -6784654.000000 Penalty: 1762.660278
	Iteration 0F: 2 clusters Score -6784654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6750324.500000 Penalty: 3525.320557
	Iteration 0F: 3 clusters Score -6750324 nChanged 24167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -6763765.500000 Penalty: 3525.320557
	Iteration 1F: 3 clusters Score -6763766 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -6764149.000000 Penalty: 3525.320557
	Iteration 2Q: 3 clusters Score -6764149 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -6764608.000000 Penalty: 3525.320557
	Iteration 3Q: 3 clusters Score -6764608 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6765356.000000 Penalty: 3525.320557
	Iteration 4Q: 3 clusters Score -6765356 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6766365.500000 Penalty: 3525.320557
	Iteration 5Q: 3 clusters Score -6766366 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6767881.000000 Penalty: 3525.320557
	Iteration 6F: 3 clusters Score -6767881 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -6770189.500000 Penalty: 3525.320557
	Iteration 7F: 3 clusters Score -6770190 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -6773165.000000 Penalty: 3525.320557
	Iteration 8F: 3 clusters Score -6773165 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6776589.000000 Penalty: 3525.320557
	Iteration 9F: 3 clusters Score -6776589 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6779515.000000 Penalty: 3525.320557
	Iteration 10F: 3 clusters Score -6779515 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6781333.500000 Penalty: 3525.320557
	Iteration 11Q: 3 clusters Score -6781334 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6782266.000000 Penalty: 3525.320557
	Iteration 12Q: 3 clusters Score -6782266 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6782727.000000 Penalty: 3525.320557
	Iteration 13Q: 3 clusters Score -6782727 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6782911.500000 Penalty: 3525.320557
	Iteration 14Q: 3 clusters Score -6782912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6783004.000000 Penalty: 3525.320557
	Iteration 15Q: 3 clusters Score -6783004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6783048.500000 Penalty: 3525.320557
	Iteration 16Q: 3 clusters Score -6783048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6783077.500000 Penalty: 3525.320557
	Iteration 17Q: 3 clusters Score -6783078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6783110.000000 Penalty: 3525.320557
	Iteration 18Q: 3 clusters Score -6783110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6783126.500000 Penalty: 3525.320557
	Iteration 19Q: 3 clusters Score -6783126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6783139.500000 Penalty: 3525.320557
	Iteration 20F: 3 clusters Score -6783140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6783154.500000 Penalty: 3525.320557
	Iteration 21Q: 3 clusters Score -6783154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6783161.000000 Penalty: 3525.320557
	Iteration 22Q: 3 clusters Score -6783161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6783163.000000 Penalty: 3525.320557
	Iteration 23Q: 3 clusters Score -6783163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6783163.500000 Penalty: 3525.320557
	Iteration 24Q: 3 clusters Score -6783164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6783167.500000 Penalty: 3525.320557
	Iteration 25Q: 3 clusters Score -6783168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6783175.500000 Penalty: 3525.320557
	Iteration 26Q: 3 clusters Score -6783176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6783173.500000 Penalty: 3525.320557
	Iteration 27Q: 3 clusters Score -6783174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6783177.000000 Penalty: 3525.320557
	Iteration 28Q: 3 clusters Score -6783177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6783180.500000 Penalty: 3525.320557
	Iteration 29Q: 3 clusters Score -6783180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6783177.000000 Penalty: 3525.320557
	Iteration 30Q: 3 clusters Score -6783177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6783177.000000 Penalty: 3525.320557
	Iteration 31F: 3 clusters Score -6783177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Entering Unmasked Estep 
Score: -1740217.250000 Penalty: 1549.723877
	Iteration 0F: 2 clusters Score -1740217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1730535.625000 Penalty: 3099.447754
	Iteration 0F: 3 clusters Score -1730536 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1733869.750000 Penalty: 3099.447754
	Iteration 1F: 3 clusters Score -1733870 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1734095.500000 Penalty: 3099.447754
	Iteration 2Q: 3 clusters Score -1734096 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1734294.750000 Penalty: 3099.447754
	Iteration 3Q: 3 clusters Score -1734295 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1734483.375000 Penalty: 3099.447754
	Iteration 4Q: 3 clusters Score -1734483 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1734674.875000 Penalty: 3099.447754
	Iteration 5Q: 3 clusters Score -1734675 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1734877.125000 Penalty: 3099.447754
	Iteration 6Q: 3 clusters Score -1734877 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1735097.500000 Penalty: 3099.447754
	Iteration 7Q: 3 clusters Score -1735098 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1735385.875000 Penalty: 3099.447754
	Iteration 8Q: 3 clusters Score -1735386 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1735795.500000 Penalty: 3099.447754
	Iteration 9Q: 3 clusters Score -1735796 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1736288.625000 Penalty: 3099.447754
	Iteration 10F: 3 clusters Score -1736289 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1736836.000000 Penalty: 3099.447754
	Iteration 11F: 3 clusters Score -1736836 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1737448.125000 Penalty: 3099.447754
	Iteration 12F: 3 clusters Score -1737448 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1737983.375000 Penalty: 3099.447754
	Iteration 13Q: 3 clusters Score -1737983 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1738341.250000 Penalty: 3099.447754
	Iteration 14Q: 3 clusters Score -1738341 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1738551.500000 Penalty: 3099.447754
	Iteration 15Q: 3 clusters Score -1738552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1738652.875000 Penalty: 3099.447754
	Iteration 16Q: 3 clusters Score -1738653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1738711.125000 Penalty: 3099.447754
	Iteration 17Q: 3 clusters Score -1738711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1738752.375000 Penalty: 3099.447754
	Iteration 18Q: 3 clusters Score -1738752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1738783.375000 Penalty: 3099.447754
	Iteration 19Q: 3 clusters Score -1738783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1738805.750000 Penalty: 3099.447754
	Iteration 20F: 3 clusters Score -1738806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1738832.125000 Penalty: 3099.447754
	Iteration 21Q: 3 clusters Score -1738832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1738838.500000 Penalty: 3099.447754
	Iteration 22Q: 3 clusters Score -1738838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1738844.000000 Penalty: 3099.447754
	Iteration 23Q: 3 clusters Score -1738844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1738845.000000 Penalty: 3099.447754
	Iteration 24Q: 3 clusters Score -1738845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1738846.125000 Penalty: 3099.447754
	Iteration 25Q: 3 clusters Score -1738846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1738846.875000 Penalty: 3099.447754
	Iteration 26Q: 3 clusters Score -1738847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1738849.500000 Penalty: 3099.447754
	Iteration 27Q: 3 clusters Score -1738850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1738849.500000 Penalty: 3099.447754
	Iteration 28F: 3 clusters Score -1738850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (59661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Entering Unmasked Estep 
Score: -7946370.000000 Penalty: 1786.920532
	Iteration 0F: 2 clusters Score -7946370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -7906806.500000 Penalty: 3573.841064
	Iteration 0F: 3 clusters Score -7906806 nChanged 28215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -7922969.000000 Penalty: 3573.841064
	Iteration 1F: 3 clusters Score -7922969 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -7923789.000000 Penalty: 3573.841064
	Iteration 2Q: 3 clusters Score -7923789 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -7925119.000000 Penalty: 3573.841064
	Iteration 3F: 3 clusters Score -7925119 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -7927393.500000 Penalty: 3573.841064
	Iteration 4F: 3 clusters Score -7927394 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -7930809.000000 Penalty: 3573.841064
	Iteration 5F: 3 clusters Score -7930809 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -7935233.000000 Penalty: 3573.841064
	Iteration 6F: 3 clusters Score -7935233 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -7939553.000000 Penalty: 3573.841064
	Iteration 7F: 3 clusters Score -7939553 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -7942786.000000 Penalty: 3573.841064
	Iteration 8F: 3 clusters Score -7942786 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -7944090.500000 Penalty: 3573.841064
	Iteration 9Q: 3 clusters Score -7944090 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -7944556.000000 Penalty: 3573.841064
	Iteration 10Q: 3 clusters Score -7944556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -7944670.000000 Penalty: 3573.841064
	Iteration 11Q: 3 clusters Score -7944670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -7944716.000000 Penalty: 3573.841064
	Iteration 12Q: 3 clusters Score -7944716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -7944749.500000 Penalty: 3573.841064
	Iteration 13Q: 3 clusters Score -7944750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -7944756.500000 Penalty: 3573.841064
	Iteration 14Q: 3 clusters Score -7944756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -7944756.500000 Penalty: 3573.841064
	Iteration 15F: 3 clusters Score -7944756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Entering Unmasked Estep 
Score: -6635298.500000 Penalty: 1760.110596
	Iteration 0F: 2 clusters Score -6635298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6601392.500000 Penalty: 3520.221191
	Iteration 0F: 3 clusters Score -6601392 nChanged 23912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -6614891.000000 Penalty: 3520.221191
	Iteration 1F: 3 clusters Score -6614891 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6615333.500000 Penalty: 3520.221191
	Iteration 2Q: 3 clusters Score -6615334 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -6615918.500000 Penalty: 3520.221191
	Iteration 3Q: 3 clusters Score -6615918 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -6616521.500000 Penalty: 3520.221191
	Iteration 4Q: 3 clusters Score -6616522 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -6617422.500000 Penalty: 3520.221191
	Iteration 5Q: 3 clusters Score -6617422 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6618918.500000 Penalty: 3520.221191
	Iteration 6F: 3 clusters Score -6618918 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -6621189.000000 Penalty: 3520.221191
	Iteration 7F: 3 clusters Score -6621189 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -6624389.500000 Penalty: 3520.221191
	Iteration 8F: 3 clusters Score -6624390 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -6627901.500000 Penalty: 3520.221191
	Iteration 9F: 3 clusters Score -6627902 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6630642.000000 Penalty: 3520.221191
	Iteration 10F: 3 clusters Score -6630642 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6632335.500000 Penalty: 3520.221191
	Iteration 11Q: 3 clusters Score -6632336 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6633142.000000 Penalty: 3520.221191
	Iteration 12Q: 3 clusters Score -6633142 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6633424.500000 Penalty: 3520.221191
	Iteration 13Q: 3 clusters Score -6633424 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6633599.500000 Penalty: 3520.221191
	Iteration 14Q: 3 clusters Score -6633600 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6633690.000000 Penalty: 3520.221191
	Iteration 15Q: 3 clusters Score -6633690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6633751.500000 Penalty: 3520.221191
	Iteration 16Q: 3 clusters Score -6633752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6633806.000000 Penalty: 3520.221191
	Iteration 17Q: 3 clusters Score -6633806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6633847.500000 Penalty: 3520.221191
	Iteration 18Q: 3 clusters Score -6633848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6633868.000000 Penalty: 3520.221191
	Iteration 19Q: 3 clusters Score -6633868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6633882.500000 Penalty: 3520.221191
	Iteration 20F: 3 clusters Score -6633882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6633897.500000 Penalty: 3520.221191
	Iteration 21Q: 3 clusters Score -6633898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6633908.000000 Penalty: 3520.221191
	Iteration 22Q: 3 clusters Score -6633908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6633923.500000 Penalty: 3520.221191
	Iteration 23Q: 3 clusters Score -6633924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6633931.500000 Penalty: 3520.221191
	Iteration 24Q: 3 clusters Score -6633932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6633940.500000 Penalty: 3520.221191
	Iteration 25Q: 3 clusters Score -6633940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6633945.000000 Penalty: 3520.221191
	Iteration 26Q: 3 clusters Score -6633945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6633948.500000 Penalty: 3520.221191
	Iteration 27Q: 3 clusters Score -6633948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6633958.500000 Penalty: 3520.221191
	Iteration 28Q: 3 clusters Score -6633958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6633970.500000 Penalty: 3520.221191
	Iteration 29Q: 3 clusters Score -6633970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6633969.000000 Penalty: 3520.221191
	Iteration 30Q: 3 clusters Score -6633969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6633972.000000 Penalty: 3520.221191
	Iteration 31Q: 3 clusters Score -6633972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6633973.000000 Penalty: 3520.221191
	Iteration 32Q: 3 clusters Score -6633973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6633975.500000 Penalty: 3520.221191
	Iteration 33Q: 3 clusters Score -6633976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6633973.000000 Penalty: 3520.221191
	Iteration 34Q: 3 clusters Score -6633973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6633977.000000 Penalty: 3520.221191
	Iteration 35Q: 3 clusters Score -6633977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6633982.500000 Penalty: 3520.221191
	Iteration 36Q: 3 clusters Score -6633982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6633985.500000 Penalty: 3520.221191
	Iteration 37Q: 3 clusters Score -6633986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6633978.500000 Penalty: 3520.221191
	Iteration 38Q: 3 clusters Score -6633978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6633980.500000 Penalty: 3520.221191
	Iteration 39Q: 3 clusters Score -6633980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6633980.500000 Penalty: 3520.221191
	Iteration 40F: 3 clusters Score -6633980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6633986.000000 Penalty: 3520.221191
	Iteration 41Q: 3 clusters Score -6633986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6633986.000000 Penalty: 3520.221191
	Iteration 42F: 3 clusters Score -6633986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Entering Unmasked Estep 
Score: -8010781.000000 Penalty: 1790.439331
	Iteration 0F: 2 clusters Score -8010781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -7970760.000000 Penalty: 3580.878662
	Iteration 0F: 3 clusters Score -7970760 nChanged 28826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7987004.500000 Penalty: 3580.878662
	Iteration 1F: 3 clusters Score -7987004 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -7987549.500000 Penalty: 3580.878662
	Iteration 2Q: 3 clusters Score -7987550 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7988079.500000 Penalty: 3580.878662
	Iteration 3Q: 3 clusters Score -7988080 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7988906.000000 Penalty: 3580.878662
	Iteration 4Q: 3 clusters Score -7988906 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -7990212.000000 Penalty: 3580.878662
	Iteration 5Q: 3 clusters Score -7990212 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -7992274.500000 Penalty: 3580.878662
	Iteration 6F: 3 clusters Score -7992274 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -7995563.500000 Penalty: 3580.878662
	Iteration 7F: 3 clusters Score -7995564 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7999798.500000 Penalty: 3580.878662
	Iteration 8F: 3 clusters Score -7999798 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -8003670.000000 Penalty: 3580.878662
	Iteration 9F: 3 clusters Score -8003670 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -8006020.000000 Penalty: 3580.878662
	Iteration 10F: 3 clusters Score -8006020 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8007234.000000 Penalty: 3580.878662
	Iteration 11Q: 3 clusters Score -8007234 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8008088.500000 Penalty: 3580.878662
	Iteration 12Q: 3 clusters Score -8008088 nChanged 1149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8008731 nChanged 939
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Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8009164 nChanged 737
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Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8009430 nChanged 569
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Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8009556 nChanged 443
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Mstep: Class 1 contains 15109 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8009743 nChanged 325
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Entering Unmasked Estep 
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Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8009801 nChanged 274
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Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8009862 nChanged 246
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8009889 nChanged 227
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	Iteration 23Q: 3 clusters Score -8009899 nChanged 224
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	Iteration 24Q: 3 clusters Score -8009907 nChanged 214
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	Iteration 25Q: 3 clusters Score -8009909 nChanged 189
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	Iteration 26Q: 3 clusters Score -8009917 nChanged 180
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	Iteration 27Q: 3 clusters Score -8009925 nChanged 157
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Mstep: Class 2 contains 48468 members 
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	Iteration 28Q: 3 clusters Score -8009936 nChanged 161
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	Iteration 29Q: 3 clusters Score -8009958 nChanged 168
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Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8009966 nChanged 197
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Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 48992 members 
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	Iteration 31Q: 3 clusters Score -8010002 nChanged 199
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	Iteration 32Q: 3 clusters Score -8010007 nChanged 181
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	Iteration 33Q: 3 clusters Score -8010018 nChanged 180
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	Iteration 34Q: 3 clusters Score -8010047 nChanged 215
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	Iteration 35Q: 3 clusters Score -8010070 nChanged 239
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	Iteration 36Q: 3 clusters Score -8010057 nChanged 239
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	Iteration 37Q: 3 clusters Score -8010102 nChanged 246
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	Iteration 38Q: 3 clusters Score -8010074 nChanged 277
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Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 51070 members 
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	Iteration 40F: 3 clusters Score -8010064 nChanged 304
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Mstep: Class 1 contains 9593 members 
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	Iteration 45Q: 3 clusters Score -8010004 nChanged 340
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	Iteration 49Q: 3 clusters Score -8009953 nChanged 315
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	Iteration 50Q: 3 clusters Score -8009929 nChanged 308
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	Iteration 51Q: 3 clusters Score -8009885 nChanged 314
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	Iteration 52Q: 3 clusters Score -8009866 nChanged 292
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	Iteration 53Q: 3 clusters Score -8009853 nChanged 269
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	Iteration 54Q: 3 clusters Score -8009819 nChanged 259
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	Iteration 55Q: 3 clusters Score -8009795 nChanged 230
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	Iteration 56Q: 3 clusters Score -8009773 nChanged 201
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	Iteration 57Q: 3 clusters Score -8009755 nChanged 189
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	Iteration 58Q: 3 clusters Score -8009676 nChanged 184
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	Iteration 59Q: 3 clusters Score -8009668 nChanged 163
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	Iteration 60F: 3 clusters Score -8009652 nChanged 163
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	Iteration 61Q: 3 clusters Score -8009616 nChanged 160
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	Iteration 62Q: 3 clusters Score -8009594 nChanged 147
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	Iteration 63Q: 3 clusters Score -8009582 nChanged 138
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	Iteration 64Q: 3 clusters Score -8009585 nChanged 123
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	Iteration 65Q: 3 clusters Score -8009586 nChanged 122
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	Iteration 66Q: 3 clusters Score -8009592 nChanged 108
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	Iteration 67Q: 3 clusters Score -8009584 nChanged 99
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	Iteration 68Q: 3 clusters Score -8009560 nChanged 101
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	Iteration 69Q: 3 clusters Score -8009550 nChanged 100
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	Iteration 70Q: 3 clusters Score -8009564 nChanged 104
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	Iteration 71Q: 3 clusters Score -8009584 nChanged 104
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	Iteration 72Q: 3 clusters Score -8009556 nChanged 98
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	Iteration 73Q: 3 clusters Score -8009554 nChanged 91
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	Iteration 74Q: 3 clusters Score -8009540 nChanged 84
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	Iteration 75Q: 3 clusters Score -8009532 nChanged 85
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	Iteration 76Q: 3 clusters Score -8009550 nChanged 81
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	Iteration 77Q: 3 clusters Score -8009554 nChanged 60
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	Iteration 78Q: 3 clusters Score -8009564 nChanged 49
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	Iteration 79Q: 3 clusters Score -8009554 nChanged 43
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	Iteration 80F: 3 clusters Score -8009550 nChanged 45
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	Iteration 81Q: 3 clusters Score -8009540 nChanged 38
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	Iteration 82Q: 3 clusters Score -8009540 nChanged 38
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	Iteration 83Q: 3 clusters Score -8009561 nChanged 35
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	Iteration 86Q: 3 clusters Score -8009530 nChanged 36
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	Iteration 97Q: 3 clusters Score -8009489 nChanged 34
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	Iteration 102Q: 3 clusters Score -8009490 nChanged 23
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	Iteration 103Q: 3 clusters Score -8009492 nChanged 28
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	Iteration 104Q: 3 clusters Score -8009483 nChanged 28
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	Iteration 105Q: 3 clusters Score -8009480 nChanged 23
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	Iteration 106Q: 3 clusters Score -8009497 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -8009483.500000 Penalty: 3580.878662
	Iteration 107Q: 3 clusters Score -8009484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -8009470.500000 Penalty: 3580.878662
	Iteration 108Q: 3 clusters Score -8009470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -8009475.500000 Penalty: 3580.878662
	Iteration 109Q: 3 clusters Score -8009476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -8009466.000000 Penalty: 3580.878662
	Iteration 110Q: 3 clusters Score -8009466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -8009469.000000 Penalty: 3580.878662
	Iteration 111Q: 3 clusters Score -8009469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -8009464.000000 Penalty: 3580.878662
	Iteration 112Q: 3 clusters Score -8009464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -8009471.500000 Penalty: 3580.878662
	Iteration 113Q: 3 clusters Score -8009472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -8009476.000000 Penalty: 3580.878662
	Iteration 114Q: 3 clusters Score -8009476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -8009480.500000 Penalty: 3580.878662
	Iteration 115Q: 3 clusters Score -8009480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -8009482.000000 Penalty: 3580.878662
	Iteration 116Q: 3 clusters Score -8009482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -8009482.500000 Penalty: 3580.878662
	Iteration 117Q: 3 clusters Score -8009482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -8009478.000000 Penalty: 3580.878662
	Iteration 118Q: 3 clusters Score -8009478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -8009475.000000 Penalty: 3580.878662
	Iteration 119Q: 3 clusters Score -8009475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -8009475.000000 Penalty: 3580.878662
	Iteration 120F: 3 clusters Score -8009475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Entering Unmasked Estep 
Score: -1501320.000000 Penalty: 1523.493774
	Iteration 0F: 2 clusters Score -1501320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1493057.000000 Penalty: 3046.987549
	Iteration 0F: 3 clusters Score -1493057 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1495927.500000 Penalty: 3046.987549
	Iteration 1F: 3 clusters Score -1495928 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1496287.375000 Penalty: 3046.987549
	Iteration 2F: 3 clusters Score -1496287 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1496534.875000 Penalty: 3046.987549
	Iteration 3Q: 3 clusters Score -1496535 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1496793.875000 Penalty: 3046.987549
	Iteration 4Q: 3 clusters Score -1496794 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1497032.000000 Penalty: 3046.987549
	Iteration 5Q: 3 clusters Score -1497032 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1497287.000000 Penalty: 3046.987549
	Iteration 6Q: 3 clusters Score -1497287 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1497574.000000 Penalty: 3046.987549
	Iteration 7Q: 3 clusters Score -1497574 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1497885.750000 Penalty: 3046.987549
	Iteration 8Q: 3 clusters Score -1497886 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1498227.625000 Penalty: 3046.987549
	Iteration 9Q: 3 clusters Score -1498228 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1498569.125000 Penalty: 3046.987549
	Iteration 10Q: 3 clusters Score -1498569 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1498894.000000 Penalty: 3046.987549
	Iteration 11Q: 3 clusters Score -1498894 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1499169.750000 Penalty: 3046.987549
	Iteration 12Q: 3 clusters Score -1499170 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1499395.250000 Penalty: 3046.987549
	Iteration 13Q: 3 clusters Score -1499395 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1499556.500000 Penalty: 3046.987549
	Iteration 14Q: 3 clusters Score -1499556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1499674.875000 Penalty: 3046.987549
	Iteration 15Q: 3 clusters Score -1499675 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1499762.500000 Penalty: 3046.987549
	Iteration 16Q: 3 clusters Score -1499762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1499837.625000 Penalty: 3046.987549
	Iteration 17Q: 3 clusters Score -1499838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1499910.875000 Penalty: 3046.987549
	Iteration 18Q: 3 clusters Score -1499911 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1499968.750000 Penalty: 3046.987549
	Iteration 19Q: 3 clusters Score -1499969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1499997.625000 Penalty: 3046.987549
	Iteration 20F: 3 clusters Score -1499998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1500031.875000 Penalty: 3046.987549
	Iteration 21Q: 3 clusters Score -1500032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1500069.875000 Penalty: 3046.987549
	Iteration 22Q: 3 clusters Score -1500070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1500088.625000 Penalty: 3046.987549
	Iteration 23Q: 3 clusters Score -1500089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1500110.500000 Penalty: 3046.987549
	Iteration 24Q: 3 clusters Score -1500110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1500120.375000 Penalty: 3046.987549
	Iteration 25Q: 3 clusters Score -1500120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1500128.875000 Penalty: 3046.987549
	Iteration 26Q: 3 clusters Score -1500129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1500143.375000 Penalty: 3046.987549
	Iteration 27Q: 3 clusters Score -1500143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1500154.375000 Penalty: 3046.987549
	Iteration 28Q: 3 clusters Score -1500154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1500158.500000 Penalty: 3046.987549
	Iteration 29Q: 3 clusters Score -1500158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1500161.375000 Penalty: 3046.987549
	Iteration 30Q: 3 clusters Score -1500161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1500161.250000 Penalty: 3046.987549
	Iteration 31Q: 3 clusters Score -1500161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1500161.625000 Penalty: 3046.987549
	Iteration 32Q: 3 clusters Score -1500162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1500161.625000 Penalty: 3046.987549
	Iteration 33F: 3 clusters Score -1500162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Entering Unmasked Estep 
Score: -7531078.500000 Penalty: 1779.950195
	Iteration 0F: 2 clusters Score -7531078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -7493216.000000 Penalty: 3559.900391
	Iteration 0F: 3 clusters Score -7493216 nChanged 26999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -7508795.500000 Penalty: 3559.900391
	Iteration 1F: 3 clusters Score -7508796 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -7509868.000000 Penalty: 3559.900391
	Iteration 2Q: 3 clusters Score -7509868 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -7511857.500000 Penalty: 3559.900391
	Iteration 3F: 3 clusters Score -7511858 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -7515233.500000 Penalty: 3559.900391
	Iteration 4F: 3 clusters Score -7515234 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -7520140.000000 Penalty: 3559.900391
	Iteration 5F: 3 clusters Score -7520140 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -7524944.500000 Penalty: 3559.900391
	Iteration 6F: 3 clusters Score -7524944 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -7527720.000000 Penalty: 3559.900391
	Iteration 7F: 3 clusters Score -7527720 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7528880.000000 Penalty: 3559.900391
	Iteration 8Q: 3 clusters Score -7528880 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -7529256.000000 Penalty: 3559.900391
	Iteration 9Q: 3 clusters Score -7529256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -7529355.000000 Penalty: 3559.900391
	Iteration 10Q: 3 clusters Score -7529355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -7529416.000000 Penalty: 3559.900391
	Iteration 11Q: 3 clusters Score -7529416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7529438.500000 Penalty: 3559.900391
	Iteration 12Q: 3 clusters Score -7529438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -7529454.000000 Penalty: 3559.900391
	Iteration 13Q: 3 clusters Score -7529454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7529454.500000 Penalty: 3559.900391
	Iteration 14Q: 3 clusters Score -7529454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7529461.000000 Penalty: 3559.900391
	Iteration 15Q: 3 clusters Score -7529461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7529461.000000 Penalty: 3559.900391
	Iteration 16F: 3 clusters Score -7529461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -597645.062500 Penalty: 1383.294678
	Iteration 0F: 2 clusters Score -597645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -593680.187500 Penalty: 2766.589355
	Iteration 0F: 3 clusters Score -593680.2 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -594839.812500 Penalty: 2766.589355
	Iteration 1F: 3 clusters Score -594839.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -595094.312500 Penalty: 2766.589355
	Iteration 2F: 3 clusters Score -595094.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -595253.750000 Penalty: 2766.589355
	Iteration 3F: 3 clusters Score -595253.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -595386.437500 Penalty: 2766.589355
	Iteration 4Q: 3 clusters Score -595386.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -595512.562500 Penalty: 2766.589355
	Iteration 5Q: 3 clusters Score -595512.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -595648.750000 Penalty: 2766.589355
	Iteration 6Q: 3 clusters Score -595648.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -595799.562500 Penalty: 2766.589355
	Iteration 7Q: 3 clusters Score -595799.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -595944.125000 Penalty: 2766.589355
	Iteration 8Q: 3 clusters Score -595944.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -596093.500000 Penalty: 2766.589355
	Iteration 9Q: 3 clusters Score -596093.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -596260.625000 Penalty: 2766.589355
	Iteration 10Q: 3 clusters Score -596260.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -596423.750000 Penalty: 2766.589355
	Iteration 11Q: 3 clusters Score -596423.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -596547.500000 Penalty: 2766.589355
	Iteration 12Q: 3 clusters Score -596547.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -596632.437500 Penalty: 2766.589355
	Iteration 13Q: 3 clusters Score -596632.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -596689.625000 Penalty: 2766.589355
	Iteration 14Q: 3 clusters Score -596689.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -596721.562500 Penalty: 2766.589355
	Iteration 15Q: 3 clusters Score -596721.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -596753.562500 Penalty: 2766.589355
	Iteration 16Q: 3 clusters Score -596753.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -596778.375000 Penalty: 2766.589355
	Iteration 17Q: 3 clusters Score -596778.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -596805.687500 Penalty: 2766.589355
	Iteration 18Q: 3 clusters Score -596805.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -596828.937500 Penalty: 2766.589355
	Iteration 19Q: 3 clusters Score -596828.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -596844.875000 Penalty: 2766.589355
	Iteration 20F: 3 clusters Score -596844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -596856.937500 Penalty: 2766.589355
	Iteration 21Q: 3 clusters Score -596856.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -596869.125000 Penalty: 2766.589355
	Iteration 22Q: 3 clusters Score -596869.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -596876.250000 Penalty: 2766.589355
	Iteration 23Q: 3 clusters Score -596876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -596879.750000 Penalty: 2766.589355
	Iteration 24Q: 3 clusters Score -596879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -596879.687500 Penalty: 2766.589355
	Iteration 25Q: 3 clusters Score -596879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -596879.875000 Penalty: 2766.589355
	Iteration 26Q: 3 clusters Score -596879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -596879.875000 Penalty: 2766.589355
	Iteration 27F: 3 clusters Score -596879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -673307.312500 Penalty: 1400.797241
	Iteration 0F: 2 clusters Score -673307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -668970.375000 Penalty: 2801.594482
	Iteration 0F: 3 clusters Score -668970.4 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -670200.750000 Penalty: 2801.594482
	Iteration 1F: 3 clusters Score -670200.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -670407.312500 Penalty: 2801.594482
	Iteration 2F: 3 clusters Score -670407.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -670554.312500 Penalty: 2801.594482
	Iteration 3F: 3 clusters Score -670554.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -670679.937500 Penalty: 2801.594482
	Iteration 4Q: 3 clusters Score -670679.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -670811.062500 Penalty: 2801.594482
	Iteration 5Q: 3 clusters Score -670811.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -670959.562500 Penalty: 2801.594482
	Iteration 6Q: 3 clusters Score -670959.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -671139.125000 Penalty: 2801.594482
	Iteration 7Q: 3 clusters Score -671139.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -671354.812500 Penalty: 2801.594482
	Iteration 8F: 3 clusters Score -671354.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -671595.312500 Penalty: 2801.594482
	Iteration 9F: 3 clusters Score -671595.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -671800.062500 Penalty: 2801.594482
	Iteration 10Q: 3 clusters Score -671800.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -671955.500000 Penalty: 2801.594482
	Iteration 11Q: 3 clusters Score -671955.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -672078.000000 Penalty: 2801.594482
	Iteration 12Q: 3 clusters Score -672078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -672163.375000 Penalty: 2801.594482
	Iteration 13Q: 3 clusters Score -672163.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -672226.375000 Penalty: 2801.594482
	Iteration 14Q: 3 clusters Score -672226.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -672258.125000 Penalty: 2801.594482
	Iteration 15Q: 3 clusters Score -672258.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -672273.812500 Penalty: 2801.594482
	Iteration 16Q: 3 clusters Score -672273.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -672286.812500 Penalty: 2801.594482
	Iteration 17Q: 3 clusters Score -672286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -672292.187500 Penalty: 2801.594482
	Iteration 18Q: 3 clusters Score -672292.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -672297.125000 Penalty: 2801.594482
	Iteration 19Q: 3 clusters Score -672297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -672298.812500 Penalty: 2801.594482
	Iteration 20F: 3 clusters Score -672298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -672300.250000 Penalty: 2801.594482
	Iteration 21Q: 3 clusters Score -672300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -672301.562500 Penalty: 2801.594482
	Iteration 22Q: 3 clusters Score -672301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -672300.375000 Penalty: 2801.594482
	Iteration 23Q: 3 clusters Score -672300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -672301.187500 Penalty: 2801.594482
	Iteration 24Q: 3 clusters Score -672301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -672301.187500 Penalty: 2801.594482
	Iteration 25F: 3 clusters Score -672301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21546.277344 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21546.28 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21757.937500 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21757.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21807.402344 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -21807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21866.007812 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21866.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21911.126953 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21911.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21945.984375 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21945.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21966.568359 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -21966.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21966.568359 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -21966.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -336748.875000 Penalty: 1280.384888
	Iteration 0F: 2 clusters Score -336748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -334243.031250 Penalty: 2560.769775
	Iteration 0F: 3 clusters Score -334243 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -334841.281250 Penalty: 2560.769775
	Iteration 1F: 3 clusters Score -334841.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -334953.218750 Penalty: 2560.769775
	Iteration 2F: 3 clusters Score -334953.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -335004.437500 Penalty: 2560.769775
	Iteration 3Q: 3 clusters Score -335004.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -335048.250000 Penalty: 2560.769775
	Iteration 4Q: 3 clusters Score -335048.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -335078.500000 Penalty: 2560.769775
	Iteration 5Q: 3 clusters Score -335078.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -335104.687500 Penalty: 2560.769775
	Iteration 6Q: 3 clusters Score -335104.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335125.218750 Penalty: 2560.769775
	Iteration 7Q: 3 clusters Score -335125.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -335136.562500 Penalty: 2560.769775
	Iteration 8Q: 3 clusters Score -335136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -335148.406250 Penalty: 2560.769775
	Iteration 9Q: 3 clusters Score -335148.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -335157.000000 Penalty: 2560.769775
	Iteration 10Q: 3 clusters Score -335157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -335162.531250 Penalty: 2560.769775
	Iteration 11Q: 3 clusters Score -335162.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -335170.343750 Penalty: 2560.769775
	Iteration 12Q: 3 clusters Score -335170.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -335178.906250 Penalty: 2560.769775
	Iteration 13Q: 3 clusters Score -335178.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -335187.062500 Penalty: 2560.769775
	Iteration 14Q: 3 clusters Score -335187.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -335189.968750 Penalty: 2560.769775
	Iteration 15Q: 3 clusters Score -335190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -335193.468750 Penalty: 2560.769775
	Iteration 16Q: 3 clusters Score -335193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -335196.468750 Penalty: 2560.769775
	Iteration 17Q: 3 clusters Score -335196.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -335200.843750 Penalty: 2560.769775
	Iteration 18Q: 3 clusters Score -335200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -335205.781250 Penalty: 2560.769775
	Iteration 19Q: 3 clusters Score -335205.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -335209.468750 Penalty: 2560.769775
	Iteration 20F: 3 clusters Score -335209.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -335213.187500 Penalty: 2560.769775
	Iteration 21Q: 3 clusters Score -335213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -335216.031250 Penalty: 2560.769775
	Iteration 22Q: 3 clusters Score -335216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -335217.625000 Penalty: 2560.769775
	Iteration 23Q: 3 clusters Score -335217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -335218.531250 Penalty: 2560.769775
	Iteration 24Q: 3 clusters Score -335218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -335219.406250 Penalty: 2560.769775
	Iteration 25Q: 3 clusters Score -335219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -335222.000000 Penalty: 2560.769775
	Iteration 26Q: 3 clusters Score -335222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -335223.812500 Penalty: 2560.769775
	Iteration 27Q: 3 clusters Score -335223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -335224.375000 Penalty: 2560.769775
	Iteration 28Q: 3 clusters Score -335224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -335224.562500 Penalty: 2560.769775
	Iteration 29Q: 3 clusters Score -335224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -335225.156250 Penalty: 2560.769775
	Iteration 30Q: 3 clusters Score -335225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -335224.906250 Penalty: 2560.769775
	Iteration 31Q: 3 clusters Score -335224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -335224.906250 Penalty: 2560.769775
	Iteration 32F: 3 clusters Score -335224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -160410.812500 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -160410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158699.796875 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -158699.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159155.062500 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -159155.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -159350.968750 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -159351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -159470.312500 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -159470.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -159556.890625 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -159556.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159646.609375 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -159646.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159714.609375 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -159714.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159776.078125 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -159776.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159819.062500 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -159819.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159867.515625 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -159867.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159912.828125 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -159912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -159960.046875 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -159960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159996.609375 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -159996.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -160016.265625 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -160016.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -160032.078125 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -160032.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160055.421875 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -160055.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160083.140625 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -160083.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160124.359375 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -160124.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -160164.562500 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -160164.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160201.046875 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -160201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160228.906250 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -160228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160241.296875 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -160241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -160247.359375 Penalty: 2363.755127
	Iteration 22Q: 3 clusters Score -160247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160251.921875 Penalty: 2363.755127
	Iteration 23Q: 3 clusters Score -160251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -160252.625000 Penalty: 2363.755127
	Iteration 24Q: 3 clusters Score -160252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -160252.625000 Penalty: 2363.755127
	Iteration 25F: 3 clusters Score -160252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -842308.875000 Penalty: 1420.616455
	Iteration 0F: 2 clusters Score -842308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -837527.687500 Penalty: 2841.232910
	Iteration 0F: 3 clusters Score -837527.7 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -838897.125000 Penalty: 2841.232910
	Iteration 1F: 3 clusters Score -838897.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -839084.250000 Penalty: 2841.232910
	Iteration 2F: 3 clusters Score -839084.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -839206.875000 Penalty: 2841.232910
	Iteration 3Q: 3 clusters Score -839206.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -839297.312500 Penalty: 2841.232910
	Iteration 4Q: 3 clusters Score -839297.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -839362.375000 Penalty: 2841.232910
	Iteration 5Q: 3 clusters Score -839362.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -839413.625000 Penalty: 2841.232910
	Iteration 6Q: 3 clusters Score -839413.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -839454.437500 Penalty: 2841.232910
	Iteration 7Q: 3 clusters Score -839454.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -839482.937500 Penalty: 2841.232910
	Iteration 8Q: 3 clusters Score -839482.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -839511.937500 Penalty: 2841.232910
	Iteration 9Q: 3 clusters Score -839511.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -839546.187500 Penalty: 2841.232910
	Iteration 10Q: 3 clusters Score -839546.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -839575.250000 Penalty: 2841.232910
	Iteration 11Q: 3 clusters Score -839575.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -839609.375000 Penalty: 2841.232910
	Iteration 12Q: 3 clusters Score -839609.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -839640.250000 Penalty: 2841.232910
	Iteration 13Q: 3 clusters Score -839640.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -839674.062500 Penalty: 2841.232910
	Iteration 14Q: 3 clusters Score -839674.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -839712.187500 Penalty: 2841.232910
	Iteration 15Q: 3 clusters Score -839712.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -839747.875000 Penalty: 2841.232910
	Iteration 16Q: 3 clusters Score -839747.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -839787.937500 Penalty: 2841.232910
	Iteration 17Q: 3 clusters Score -839787.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -839834.312500 Penalty: 2841.232910
	Iteration 18Q: 3 clusters Score -839834.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -839887.750000 Penalty: 2841.232910
	Iteration 19Q: 3 clusters Score -839887.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -839954.187500 Penalty: 2841.232910
	Iteration 20F: 3 clusters Score -839954.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -840050.562500 Penalty: 2841.232910
	Iteration 21Q: 3 clusters Score -840050.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -840161.937500 Penalty: 2841.232910
	Iteration 22Q: 3 clusters Score -840161.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -840303.750000 Penalty: 2841.232910
	Iteration 23Q: 3 clusters Score -840303.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -840425.375000 Penalty: 2841.232910
	Iteration 24Q: 3 clusters Score -840425.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -840549.312500 Penalty: 2841.232910
	Iteration 25Q: 3 clusters Score -840549.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -840662.375000 Penalty: 2841.232910
	Iteration 26Q: 3 clusters Score -840662.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -840757.875000 Penalty: 2841.232910
	Iteration 27Q: 3 clusters Score -840757.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -840841.750000 Penalty: 2841.232910
	Iteration 28Q: 3 clusters Score -840841.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -840898.937500 Penalty: 2841.232910
	Iteration 29Q: 3 clusters Score -840898.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -840933.562500 Penalty: 2841.232910
	Iteration 30Q: 3 clusters Score -840933.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -840971.437500 Penalty: 2841.232910
	Iteration 31Q: 3 clusters Score -840971.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -841002.500000 Penalty: 2841.232910
	Iteration 32Q: 3 clusters Score -841002.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -841021.250000 Penalty: 2841.232910
	Iteration 33Q: 3 clusters Score -841021.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -841039.437500 Penalty: 2841.232910
	Iteration 34Q: 3 clusters Score -841039.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -841056.812500 Penalty: 2841.232910
	Iteration 35Q: 3 clusters Score -841056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -841070.312500 Penalty: 2841.232910
	Iteration 36Q: 3 clusters Score -841070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -841074.875000 Penalty: 2841.232910
	Iteration 37Q: 3 clusters Score -841074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -841078.375000 Penalty: 2841.232910
	Iteration 38Q: 3 clusters Score -841078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -841081.250000 Penalty: 2841.232910
	Iteration 39Q: 3 clusters Score -841081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -841083.687500 Penalty: 2841.232910
	Iteration 40F: 3 clusters Score -841083.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -291554.500000 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -291554.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289269.562500 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -289269.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289774.093750 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -289774.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289855.812500 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -289855.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289915.781250 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -289915.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -289943.656250 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -289943.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289971.281250 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -289971.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289996.687500 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -289996.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290019.125000 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -290019.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -290030.468750 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -290030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -290035.937500 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -290035.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290042.937500 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -290042.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -290053.812500 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -290053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -290060.500000 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -290060.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -290066.406250 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -290066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290071.500000 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -290071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -290079.093750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -290079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -290088.406250 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -290088.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290098.937500 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -290098.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290110.125000 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -290110.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -290123.468750 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -290123.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -290134.093750 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -290134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -290140.781250 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -290140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290146.312500 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -290146.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -290151.843750 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -290151.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -290160.500000 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -290160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -290170.343750 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -290170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290179.687500 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -290179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -290189.062500 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -290189.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -290198.531250 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -290198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -290202.437500 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -290202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -290205.781250 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -290205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -290209.187500 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -290209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -290214.000000 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -290214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -290218.937500 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -290218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -290222.531250 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -290222.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -290228.093750 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -290228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -290232.218750 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -290232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -290236.687500 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -290236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -290242.281250 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -290242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -290245.781250 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -290245.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -290249.125000 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -290249.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -290252.500000 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -290252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290253.781250 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -290253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -290255.531250 Penalty: 2514.157959
	Iteration 43Q: 3 clusters Score -290255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -290257.343750 Penalty: 2514.157959
	Iteration 44Q: 3 clusters Score -290257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -290260.343750 Penalty: 2514.157959
	Iteration 45Q: 3 clusters Score -290260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -290261.437500 Penalty: 2514.157959
	Iteration 46Q: 3 clusters Score -290261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -290263.406250 Penalty: 2514.157959
	Iteration 47Q: 3 clusters Score -290263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -290265.406250 Penalty: 2514.157959
	Iteration 48Q: 3 clusters Score -290265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -290267.312500 Penalty: 2514.157959
	Iteration 49Q: 3 clusters Score -290267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -290270.281250 Penalty: 2514.157959
	Iteration 50Q: 3 clusters Score -290270.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -290272.187500 Penalty: 2514.157959
	Iteration 51Q: 3 clusters Score -290272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -290274.125000 Penalty: 2514.157959
	Iteration 52Q: 3 clusters Score -290274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -290275.906250 Penalty: 2514.157959
	Iteration 53Q: 3 clusters Score -290275.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -290279.437500 Penalty: 2514.157959
	Iteration 54Q: 3 clusters Score -290279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -290281.187500 Penalty: 2514.157959
	Iteration 55Q: 3 clusters Score -290281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -290283.250000 Penalty: 2514.157959
	Iteration 56Q: 3 clusters Score -290283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -290285.093750 Penalty: 2514.157959
	Iteration 57Q: 3 clusters Score -290285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -290286.062500 Penalty: 2514.157959
	Iteration 58Q: 3 clusters Score -290286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -290287.406250 Penalty: 2514.157959
	Iteration 59Q: 3 clusters Score -290287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -290288.718750 Penalty: 2514.157959
	Iteration 60F: 3 clusters Score -290288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -290291.875000 Penalty: 2514.157959
	Iteration 61Q: 3 clusters Score -290291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -290294.875000 Penalty: 2514.157959
	Iteration 62Q: 3 clusters Score -290294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -290297.875000 Penalty: 2514.157959
	Iteration 63Q: 3 clusters Score -290297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -290299.312500 Penalty: 2514.157959
	Iteration 64Q: 3 clusters Score -290299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -290299.468750 Penalty: 2514.157959
	Iteration 65Q: 3 clusters Score -290299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -290300.281250 Penalty: 2514.157959
	Iteration 66Q: 3 clusters Score -290300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290301.031250 Penalty: 2514.157959
	Iteration 67Q: 3 clusters Score -290301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -290301.468750 Penalty: 2514.157959
	Iteration 68Q: 3 clusters Score -290301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290302.031250 Penalty: 2514.157959
	Iteration 69Q: 3 clusters Score -290302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290302.781250 Penalty: 2514.157959
	Iteration 70Q: 3 clusters Score -290302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -290304.406250 Penalty: 2514.157959
	Iteration 71Q: 3 clusters Score -290304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -290305.593750 Penalty: 2514.157959
	Iteration 72Q: 3 clusters Score -290305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -290305.468750 Penalty: 2514.157959
	Iteration 73Q: 3 clusters Score -290305.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -290305.468750 Penalty: 2514.157959
	Iteration 74F: 3 clusters Score -290305.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (69064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Entering Unmasked Estep 
Score: -9153774.000000 Penalty: 1810.703247
	Iteration 0F: 2 clusters Score -9153774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -9108861.000000 Penalty: 3621.406494
	Iteration 0F: 3 clusters Score -9108861 nChanged 32831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -9127180.000000 Penalty: 3621.406494
	Iteration 1F: 3 clusters Score -9127180 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -9127545.000000 Penalty: 3621.406494
	Iteration 2Q: 3 clusters Score -9127545 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -9128003.000000 Penalty: 3621.406494
	Iteration 3Q: 3 clusters Score -9128003 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -9128370.000000 Penalty: 3621.406494
	Iteration 4Q: 3 clusters Score -9128370 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -9128861.000000 Penalty: 3621.406494
	Iteration 5Q: 3 clusters Score -9128861 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9129573.000000 Penalty: 3621.406494
	Iteration 6Q: 3 clusters Score -9129573 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -9130781.000000 Penalty: 3621.406494
	Iteration 7Q: 3 clusters Score -9130781 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -9132884.000000 Penalty: 3621.406494
	Iteration 8F: 3 clusters Score -9132884 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -9136412.000000 Penalty: 3621.406494
	Iteration 9F: 3 clusters Score -9136412 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -9141042.000000 Penalty: 3621.406494
	Iteration 10F: 3 clusters Score -9141042 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -9145505.000000 Penalty: 3621.406494
	Iteration 11F: 3 clusters Score -9145505 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -9148679.000000 Penalty: 3621.406494
	Iteration 12F: 3 clusters Score -9148679 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -9150507.000000 Penalty: 3621.406494
	Iteration 13Q: 3 clusters Score -9150507 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -9151356.000000 Penalty: 3621.406494
	Iteration 14Q: 3 clusters Score -9151356 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -9151746.000000 Penalty: 3621.406494
	Iteration 15Q: 3 clusters Score -9151746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -9151926.000000 Penalty: 3621.406494
	Iteration 16Q: 3 clusters Score -9151926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -9152019.000000 Penalty: 3621.406494
	Iteration 17Q: 3 clusters Score -9152019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -9152050.000000 Penalty: 3621.406494
	Iteration 18Q: 3 clusters Score -9152050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -9152092.000000 Penalty: 3621.406494
	Iteration 19Q: 3 clusters Score -9152092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -9152136.000000 Penalty: 3621.406494
	Iteration 20F: 3 clusters Score -9152136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -9152160.000000 Penalty: 3621.406494
	Iteration 21Q: 3 clusters Score -9152160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9152162.000000 Penalty: 3621.406494
	Iteration 22Q: 3 clusters Score -9152162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9152173.000000 Penalty: 3621.406494
	Iteration 23Q: 3 clusters Score -9152173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -9152175.000000 Penalty: 3621.406494
	Iteration 24Q: 3 clusters Score -9152175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -9152178.000000 Penalty: 3621.406494
	Iteration 25Q: 3 clusters Score -9152178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -9152179.000000 Penalty: 3621.406494
	Iteration 26Q: 3 clusters Score -9152179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -9152180.000000 Penalty: 3621.406494
	Iteration 27Q: 3 clusters Score -9152180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -9152181.000000 Penalty: 3621.406494
	Iteration 28Q: 3 clusters Score -9152181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -9152181.000000 Penalty: 3621.406494
	Iteration 29F: 3 clusters Score -9152181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -230280.093750 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -230280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -228296.687500 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -228296.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -228735.390625 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -228735.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228841.609375 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -228841.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -228888.609375 Penalty: 2441.600830
	Iteration 3Q: 3 clusters Score -228888.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228911.500000 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -228911.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -228925.640625 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -228925.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228943.375000 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -228943.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228961.625000 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -228961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228971.203125 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -228971.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -228979.625000 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -228979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228987.953125 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -228988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -229004.343750 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -229004.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -229019.296875 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -229019.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229031.156250 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -229031.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -229039.812500 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -229039.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -229059.140625 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -229059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229078.468750 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -229078.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -229091.062500 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -229091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229100.343750 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -229100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -229104.343750 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -229104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -229106.406250 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -229106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -229108.468750 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -229108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -229110.390625 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -229110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -229111.921875 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -229111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229112.484375 Penalty: 2441.600830
	Iteration 24Q: 3 clusters Score -229112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229112.593750 Penalty: 2441.600830
	Iteration 25Q: 3 clusters Score -229112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229112.593750 Penalty: 2441.600830
	Iteration 26F: 3 clusters Score -229112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Entering Unmasked Estep 
Score: -7169988.000000 Penalty: 1770.355591
	Iteration 0F: 2 clusters Score -7169988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -7134179.000000 Penalty: 3540.711182
	Iteration 0F: 3 clusters Score -7134179 nChanged 25324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -7148321.500000 Penalty: 3540.711182
	Iteration 1F: 3 clusters Score -7148322 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -7148800.500000 Penalty: 3540.711182
	Iteration 2Q: 3 clusters Score -7148800 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -7149357.000000 Penalty: 3540.711182
	Iteration 3Q: 3 clusters Score -7149357 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7150127.000000 Penalty: 3540.711182
	Iteration 4Q: 3 clusters Score -7150127 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -7151495.000000 Penalty: 3540.711182
	Iteration 5Q: 3 clusters Score -7151495 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7153805.500000 Penalty: 3540.711182
	Iteration 6F: 3 clusters Score -7153806 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7157414.500000 Penalty: 3540.711182
	Iteration 7F: 3 clusters Score -7157414 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -7161798.000000 Penalty: 3540.711182
	Iteration 8F: 3 clusters Score -7161798 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -7165417.500000 Penalty: 3540.711182
	Iteration 9F: 3 clusters Score -7165418 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -7167323.000000 Penalty: 3540.711182
	Iteration 10Q: 3 clusters Score -7167323 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -7168026.500000 Penalty: 3540.711182
	Iteration 11Q: 3 clusters Score -7168026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -7168211.500000 Penalty: 3540.711182
	Iteration 12Q: 3 clusters Score -7168212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7168307.000000 Penalty: 3540.711182
	Iteration 13Q: 3 clusters Score -7168307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -7168361.000000 Penalty: 3540.711182
	Iteration 14Q: 3 clusters Score -7168361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7168385.000000 Penalty: 3540.711182
	Iteration 15Q: 3 clusters Score -7168385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -7168395.000000 Penalty: 3540.711182
	Iteration 16Q: 3 clusters Score -7168395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -7168401.500000 Penalty: 3540.711182
	Iteration 17Q: 3 clusters Score -7168402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7168402.500000 Penalty: 3540.711182
	Iteration 18Q: 3 clusters Score -7168402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -7168400.000000 Penalty: 3540.711182
	Iteration 19Q: 3 clusters Score -7168400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7168411.000000 Penalty: 3540.711182
	Iteration 20F: 3 clusters Score -7168411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -7168419.000000 Penalty: 3540.711182
	Iteration 21Q: 3 clusters Score -7168419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -7168424.000000 Penalty: 3540.711182
	Iteration 22Q: 3 clusters Score -7168424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -7168427.500000 Penalty: 3540.711182
	Iteration 23Q: 3 clusters Score -7168428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -7168422.500000 Penalty: 3540.711182
	Iteration 24Q: 3 clusters Score -7168422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -7168422.500000 Penalty: 3540.711182
	Iteration 25F: 3 clusters Score -7168422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Entering Unmasked Estep 
Score: -10210903.000000 Penalty: 1828.840210
	Iteration 0F: 2 clusters Score -1.02109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -10164328.000000 Penalty: 3657.680420
	Iteration 0F: 3 clusters Score -1.016433e+07 nChanged 36671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -10185933.000000 Penalty: 3657.680420
	Iteration 1F: 3 clusters Score -1.018593e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -10187907.000000 Penalty: 3657.680420
	Iteration 2F: 3 clusters Score -1.018791e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -10191056.000000 Penalty: 3657.680420
	Iteration 3F: 3 clusters Score -1.019106e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -10195748.000000 Penalty: 3657.680420
	Iteration 4F: 3 clusters Score -1.019575e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -10200727.000000 Penalty: 3657.680420
	Iteration 5F: 3 clusters Score -1.020073e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -10203956.000000 Penalty: 3657.680420
	Iteration 6F: 3 clusters Score -1.020396e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -10206622.000000 Penalty: 3657.680420
	Iteration 7F: 3 clusters Score -1.020662e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -10208341.000000 Penalty: 3657.680420
	Iteration 8Q: 3 clusters Score -1.020834e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -10208899.000000 Penalty: 3657.680420
	Iteration 9Q: 3 clusters Score -1.02089e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -10209144.000000 Penalty: 3657.680420
	Iteration 10Q: 3 clusters Score -1.020914e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -10209214.000000 Penalty: 3657.680420
	Iteration 11Q: 3 clusters Score -1.020921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -10209249.000000 Penalty: 3657.680420
	Iteration 12Q: 3 clusters Score -1.020925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -10209266.000000 Penalty: 3657.680420
	Iteration 13Q: 3 clusters Score -1.020927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -10209275.000000 Penalty: 3657.680420
	Iteration 14Q: 3 clusters Score -1.020928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -10209275.000000 Penalty: 3657.680420
	Iteration 15Q: 3 clusters Score -1.020928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -10209279.000000 Penalty: 3657.680420
	Iteration 16Q: 3 clusters Score -1.020928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -10209289.000000 Penalty: 3657.680420
	Iteration 17Q: 3 clusters Score -1.020929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -10209293.000000 Penalty: 3657.680420
	Iteration 18Q: 3 clusters Score -1.020929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -10209292.000000 Penalty: 3657.680420
	Iteration 19Q: 3 clusters Score -1.020929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -10209306.000000 Penalty: 3657.680420
	Iteration 20F: 3 clusters Score -1.020931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -10209319.000000 Penalty: 3657.680420
	Iteration 21Q: 3 clusters Score -1.020932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -10209318.000000 Penalty: 3657.680420
	Iteration 22Q: 3 clusters Score -1.020932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -10209318.000000 Penalty: 3657.680420
	Iteration 23F: 3 clusters Score -1.020932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Entering Unmasked Estep 
Score: -1753353.750000 Penalty: 1549.101318
	Iteration 0F: 2 clusters Score -1753354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1743703.125000 Penalty: 3098.202637
	Iteration 0F: 3 clusters Score -1743703 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1747191.125000 Penalty: 3098.202637
	Iteration 1F: 3 clusters Score -1747191 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1747438.625000 Penalty: 3098.202637
	Iteration 2F: 3 clusters Score -1747439 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1747636.000000 Penalty: 3098.202637
	Iteration 3Q: 3 clusters Score -1747636 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1747826.125000 Penalty: 3098.202637
	Iteration 4Q: 3 clusters Score -1747826 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1747989.875000 Penalty: 3098.202637
	Iteration 5Q: 3 clusters Score -1747990 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1748138.500000 Penalty: 3098.202637
	Iteration 6Q: 3 clusters Score -1748138 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1748285.500000 Penalty: 3098.202637
	Iteration 7Q: 3 clusters Score -1748286 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1748425.625000 Penalty: 3098.202637
	Iteration 8Q: 3 clusters Score -1748426 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1748582.125000 Penalty: 3098.202637
	Iteration 9Q: 3 clusters Score -1748582 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1748766.125000 Penalty: 3098.202637
	Iteration 10Q: 3 clusters Score -1748766 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1748952.750000 Penalty: 3098.202637
	Iteration 11Q: 3 clusters Score -1748953 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1749148.125000 Penalty: 3098.202637
	Iteration 12Q: 3 clusters Score -1749148 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1749380.500000 Penalty: 3098.202637
	Iteration 13Q: 3 clusters Score -1749380 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1749620.750000 Penalty: 3098.202637
	Iteration 14Q: 3 clusters Score -1749621 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1749898.375000 Penalty: 3098.202637
	Iteration 15Q: 3 clusters Score -1749898 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1750131.875000 Penalty: 3098.202637
	Iteration 16Q: 3 clusters Score -1750132 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1750386.250000 Penalty: 3098.202637
	Iteration 17Q: 3 clusters Score -1750386 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1750623.250000 Penalty: 3098.202637
	Iteration 18Q: 3 clusters Score -1750623 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1750889.125000 Penalty: 3098.202637
	Iteration 19Q: 3 clusters Score -1750889 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1751138.875000 Penalty: 3098.202637
	Iteration 20F: 3 clusters Score -1751139 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1751355.125000 Penalty: 3098.202637
	Iteration 21Q: 3 clusters Score -1751355 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1751528.125000 Penalty: 3098.202637
	Iteration 22Q: 3 clusters Score -1751528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1751656.625000 Penalty: 3098.202637
	Iteration 23Q: 3 clusters Score -1751657 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1751763.000000 Penalty: 3098.202637
	Iteration 24Q: 3 clusters Score -1751763 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1751839.125000 Penalty: 3098.202637
	Iteration 25Q: 3 clusters Score -1751839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1751879.125000 Penalty: 3098.202637
	Iteration 26Q: 3 clusters Score -1751879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1751908.125000 Penalty: 3098.202637
	Iteration 27Q: 3 clusters Score -1751908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1751922.000000 Penalty: 3098.202637
	Iteration 28Q: 3 clusters Score -1751922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1751930.625000 Penalty: 3098.202637
	Iteration 29Q: 3 clusters Score -1751931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1751935.625000 Penalty: 3098.202637
	Iteration 30Q: 3 clusters Score -1751936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1751946.000000 Penalty: 3098.202637
	Iteration 31Q: 3 clusters Score -1751946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1751958.625000 Penalty: 3098.202637
	Iteration 32Q: 3 clusters Score -1751959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1751972.625000 Penalty: 3098.202637
	Iteration 33Q: 3 clusters Score -1751973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1751983.000000 Penalty: 3098.202637
	Iteration 34Q: 3 clusters Score -1751983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1751989.125000 Penalty: 3098.202637
	Iteration 35Q: 3 clusters Score -1751989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1751992.625000 Penalty: 3098.202637
	Iteration 36Q: 3 clusters Score -1751993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1751997.125000 Penalty: 3098.202637
	Iteration 37Q: 3 clusters Score -1751997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1751997.750000 Penalty: 3098.202637
	Iteration 38Q: 3 clusters Score -1751998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1751998.625000 Penalty: 3098.202637
	Iteration 39Q: 3 clusters Score -1751999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1751998.625000 Penalty: 3098.202637
	Iteration 40F: 3 clusters Score -1751999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -192726.281250 Penalty: 1208.354492
	Iteration 0F: 2 clusters Score -192726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190867.625000 Penalty: 2416.708984
	Iteration 0F: 3 clusters Score -190867.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -191509.968750 Penalty: 2416.708984
	Iteration 1F: 3 clusters Score -191510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191792.625000 Penalty: 2416.708984
	Iteration 2F: 3 clusters Score -191792.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -191937.656250 Penalty: 2416.708984
	Iteration 3F: 3 clusters Score -191937.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192010.703125 Penalty: 2416.708984
	Iteration 4Q: 3 clusters Score -192010.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192048.375000 Penalty: 2416.708984
	Iteration 5Q: 3 clusters Score -192048.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -192077.156250 Penalty: 2416.708984
	Iteration 6Q: 3 clusters Score -192077.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192100.390625 Penalty: 2416.708984
	Iteration 7Q: 3 clusters Score -192100.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192128.843750 Penalty: 2416.708984
	Iteration 8Q: 3 clusters Score -192128.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -192152.671875 Penalty: 2416.708984
	Iteration 9Q: 3 clusters Score -192152.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192170.843750 Penalty: 2416.708984
	Iteration 10Q: 3 clusters Score -192170.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192187.984375 Penalty: 2416.708984
	Iteration 11Q: 3 clusters Score -192188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -192195.578125 Penalty: 2416.708984
	Iteration 12Q: 3 clusters Score -192195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -192201.484375 Penalty: 2416.708984
	Iteration 13Q: 3 clusters Score -192201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192208.375000 Penalty: 2416.708984
	Iteration 14Q: 3 clusters Score -192208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192216.187500 Penalty: 2416.708984
	Iteration 15Q: 3 clusters Score -192216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192222.125000 Penalty: 2416.708984
	Iteration 16Q: 3 clusters Score -192222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -192229.015625 Penalty: 2416.708984
	Iteration 17Q: 3 clusters Score -192229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -192233.171875 Penalty: 2416.708984
	Iteration 18Q: 3 clusters Score -192233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -192236.953125 Penalty: 2416.708984
	Iteration 19Q: 3 clusters Score -192237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -192243.750000 Penalty: 2416.708984
	Iteration 20F: 3 clusters Score -192243.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192255.203125 Penalty: 2416.708984
	Iteration 21Q: 3 clusters Score -192255.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192269.093750 Penalty: 2416.708984
	Iteration 22Q: 3 clusters Score -192269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192277.734375 Penalty: 2416.708984
	Iteration 23Q: 3 clusters Score -192277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192286.203125 Penalty: 2416.708984
	Iteration 24Q: 3 clusters Score -192286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192295.984375 Penalty: 2416.708984
	Iteration 25Q: 3 clusters Score -192296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -192314.562500 Penalty: 2416.708984
	Iteration 26Q: 3 clusters Score -192314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192326.187500 Penalty: 2416.708984
	Iteration 27Q: 3 clusters Score -192326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -192332.218750 Penalty: 2416.708984
	Iteration 28Q: 3 clusters Score -192332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -192335.734375 Penalty: 2416.708984
	Iteration 29Q: 3 clusters Score -192335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192338.515625 Penalty: 2416.708984
	Iteration 30Q: 3 clusters Score -192338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192339.734375 Penalty: 2416.708984
	Iteration 31Q: 3 clusters Score -192339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192341.531250 Penalty: 2416.708984
	Iteration 32Q: 3 clusters Score -192341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192342.531250 Penalty: 2416.708984
	Iteration 33Q: 3 clusters Score -192342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192343.171875 Penalty: 2416.708984
	Iteration 34Q: 3 clusters Score -192343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192344.187500 Penalty: 2416.708984
	Iteration 35Q: 3 clusters Score -192344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192344.187500 Penalty: 2416.708984
	Iteration 36F: 3 clusters Score -192344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9176.701172 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9176.701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9327.053711 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9327.054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9428.253906 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9428.254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9435.379883 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9435.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9435.379883 Penalty: 1550.472534
	Iteration 4F: 3 clusters Score -9435.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (71934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Entering Unmasked Estep 
Score: -9173257.000000 Penalty: 1817.319458
	Iteration 0F: 2 clusters Score -9173257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -9125284.000000 Penalty: 3634.638916
	Iteration 0F: 3 clusters Score -9125284 nChanged 34115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -9144901.000000 Penalty: 3634.638916
	Iteration 1F: 3 clusters Score -9144901 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -9145879.000000 Penalty: 3634.638916
	Iteration 2Q: 3 clusters Score -9145879 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -9147217.000000 Penalty: 3634.638916
	Iteration 3Q: 3 clusters Score -9147217 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -9149211.000000 Penalty: 3634.638916
	Iteration 4F: 3 clusters Score -9149211 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -9152199.000000 Penalty: 3634.638916
	Iteration 5F: 3 clusters Score -9152199 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9156323.000000 Penalty: 3634.638916
	Iteration 6F: 3 clusters Score -9156323 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -9160352.000000 Penalty: 3634.638916
	Iteration 7F: 3 clusters Score -9160352 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -9163400.000000 Penalty: 3634.638916
	Iteration 8F: 3 clusters Score -9163400 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -9165433.000000 Penalty: 3634.638916
	Iteration 9Q: 3 clusters Score -9165433 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -9166741.000000 Penalty: 3634.638916
	Iteration 10Q: 3 clusters Score -9166741 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -9167693.000000 Penalty: 3634.638916
	Iteration 11Q: 3 clusters Score -9167693 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -9168439.000000 Penalty: 3634.638916
	Iteration 12Q: 3 clusters Score -9168439 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -9169111.000000 Penalty: 3634.638916
	Iteration 13Q: 3 clusters Score -9169111 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -9169699.000000 Penalty: 3634.638916
	Iteration 14Q: 3 clusters Score -9169699 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -9170123.000000 Penalty: 3634.638916
	Iteration 15Q: 3 clusters Score -9170123 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -9170520.000000 Penalty: 3634.638916
	Iteration 16Q: 3 clusters Score -9170520 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9170871.000000 Penalty: 3634.638916
	Iteration 17Q: 3 clusters Score -9170871 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -9171118.000000 Penalty: 3634.638916
	Iteration 18Q: 3 clusters Score -9171118 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -9171309.000000 Penalty: 3634.638916
	Iteration 19Q: 3 clusters Score -9171309 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -9171485.000000 Penalty: 3634.638916
	Iteration 20F: 3 clusters Score -9171485 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -9171640.000000 Penalty: 3634.638916
	Iteration 21Q: 3 clusters Score -9171640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -9171753.000000 Penalty: 3634.638916
	Iteration 22Q: 3 clusters Score -9171753 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -9171844.000000 Penalty: 3634.638916
	Iteration 23Q: 3 clusters Score -9171844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -9171953.000000 Penalty: 3634.638916
	Iteration 24Q: 3 clusters Score -9171953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -9172026.000000 Penalty: 3634.638916
	Iteration 25Q: 3 clusters Score -9172026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -9172118.000000 Penalty: 3634.638916
	Iteration 26Q: 3 clusters Score -9172118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -9172180.000000 Penalty: 3634.638916
	Iteration 27Q: 3 clusters Score -9172180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -9172234.000000 Penalty: 3634.638916
	Iteration 28Q: 3 clusters Score -9172234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9172272.000000 Penalty: 3634.638916
	Iteration 29Q: 3 clusters Score -9172272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -9172314.000000 Penalty: 3634.638916
	Iteration 30Q: 3 clusters Score -9172314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -9172330.000000 Penalty: 3634.638916
	Iteration 31Q: 3 clusters Score -9172330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -9172332.000000 Penalty: 3634.638916
	Iteration 32Q: 3 clusters Score -9172332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -9172337.000000 Penalty: 3634.638916
	Iteration 33Q: 3 clusters Score -9172337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -9172362.000000 Penalty: 3634.638916
	Iteration 34Q: 3 clusters Score -9172362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -9172375.000000 Penalty: 3634.638916
	Iteration 35Q: 3 clusters Score -9172375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -9172386.000000 Penalty: 3634.638916
	Iteration 36Q: 3 clusters Score -9172386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -9172394.000000 Penalty: 3634.638916
	Iteration 37Q: 3 clusters Score -9172394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -9172392.000000 Penalty: 3634.638916
	Iteration 38Q: 3 clusters Score -9172392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -9172398.000000 Penalty: 3634.638916
	Iteration 39Q: 3 clusters Score -9172398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -9172410.000000 Penalty: 3634.638916
	Iteration 40F: 3 clusters Score -9172410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -9172410.000000 Penalty: 3634.638916
	Iteration 41Q: 3 clusters Score -9172410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -9172411.000000 Penalty: 3634.638916
	Iteration 42Q: 3 clusters Score -9172411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -9172417.000000 Penalty: 3634.638916
	Iteration 43Q: 3 clusters Score -9172417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -9172418.000000 Penalty: 3634.638916
	Iteration 44Q: 3 clusters Score -9172418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9172421.000000 Penalty: 3634.638916
	Iteration 45Q: 3 clusters Score -9172421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -9172421.000000 Penalty: 3634.638916
	Iteration 46Q: 3 clusters Score -9172421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -9172422.000000 Penalty: 3634.638916
	Iteration 47Q: 3 clusters Score -9172422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -9172425.000000 Penalty: 3634.638916
	Iteration 48Q: 3 clusters Score -9172425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -9172430.000000 Penalty: 3634.638916
	Iteration 49Q: 3 clusters Score -9172430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -9172416.000000 Penalty: 3634.638916
	Iteration 50Q: 3 clusters Score -9172416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -9172434.000000 Penalty: 3634.638916
	Iteration 51Q: 3 clusters Score -9172434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -9172438.000000 Penalty: 3634.638916
	Iteration 52Q: 3 clusters Score -9172438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -9172433.000000 Penalty: 3634.638916
	Iteration 53Q: 3 clusters Score -9172433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -9172435.000000 Penalty: 3634.638916
	Iteration 54Q: 3 clusters Score -9172435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -9172441.000000 Penalty: 3634.638916
	Iteration 55Q: 3 clusters Score -9172441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -9172438.000000 Penalty: 3634.638916
	Iteration 56Q: 3 clusters Score -9172438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -9172438.000000 Penalty: 3634.638916
	Iteration 57F: 3 clusters Score -9172438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -833798.312500 Penalty: 1430.507568
	Iteration 0F: 2 clusters Score -833798.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -828764.375000 Penalty: 2861.015137
	Iteration 0F: 3 clusters Score -828764.4 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -830291.062500 Penalty: 2861.015137
	Iteration 1F: 3 clusters Score -830291.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -830508.812500 Penalty: 2861.015137
	Iteration 2F: 3 clusters Score -830508.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -830677.562500 Penalty: 2861.015137
	Iteration 3Q: 3 clusters Score -830677.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -830861.375000 Penalty: 2861.015137
	Iteration 4Q: 3 clusters Score -830861.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -831066.625000 Penalty: 2861.015137
	Iteration 5Q: 3 clusters Score -831066.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -831360.437500 Penalty: 2861.015137
	Iteration 6F: 3 clusters Score -831360.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -831699.812500 Penalty: 2861.015137
	Iteration 7F: 3 clusters Score -831699.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -832044.812500 Penalty: 2861.015137
	Iteration 8F: 3 clusters Score -832044.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -832358.687500 Penalty: 2861.015137
	Iteration 9Q: 3 clusters Score -832358.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -832633.625000 Penalty: 2861.015137
	Iteration 10Q: 3 clusters Score -832633.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -832881.437500 Penalty: 2861.015137
	Iteration 11Q: 3 clusters Score -832881.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -833111.062500 Penalty: 2861.015137
	Iteration 12Q: 3 clusters Score -833111.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -833241.750000 Penalty: 2861.015137
	Iteration 13Q: 3 clusters Score -833241.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -833306.625000 Penalty: 2861.015137
	Iteration 14Q: 3 clusters Score -833306.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -833343.500000 Penalty: 2861.015137
	Iteration 15Q: 3 clusters Score -833343.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -833374.312500 Penalty: 2861.015137
	Iteration 16Q: 3 clusters Score -833374.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -833391.937500 Penalty: 2861.015137
	Iteration 17Q: 3 clusters Score -833391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -833397.625000 Penalty: 2861.015137
	Iteration 18Q: 3 clusters Score -833397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -833398.375000 Penalty: 2861.015137
	Iteration 19Q: 3 clusters Score -833398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -833400.562500 Penalty: 2861.015137
	Iteration 20F: 3 clusters Score -833400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -833400.625000 Penalty: 2861.015137
	Iteration 21Q: 3 clusters Score -833400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -833401.000000 Penalty: 2861.015137
	Iteration 22Q: 3 clusters Score -833401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -833404.125000 Penalty: 2861.015137
	Iteration 23Q: 3 clusters Score -833404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -833404.875000 Penalty: 2861.015137
	Iteration 24Q: 3 clusters Score -833404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -833404.562500 Penalty: 2861.015137
	Iteration 25Q: 3 clusters Score -833404.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -833406.562500 Penalty: 2861.015137
	Iteration 26Q: 3 clusters Score -833406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -833407.250000 Penalty: 2861.015137
	Iteration 27Q: 3 clusters Score -833407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -833407.187500 Penalty: 2861.015137
	Iteration 28Q: 3 clusters Score -833407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -833407.187500 Penalty: 2861.015137
	Iteration 29F: 3 clusters Score -833407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (68795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Entering Unmasked Estep 
Score: -9149051.000000 Penalty: 1810.069092
	Iteration 0F: 2 clusters Score -9149051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -9104461.000000 Penalty: 3620.138184
	Iteration 0F: 3 clusters Score -9104461 nChanged 32365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -9122931.000000 Penalty: 3620.138184
	Iteration 1F: 3 clusters Score -9122931 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -9123534.000000 Penalty: 3620.138184
	Iteration 2Q: 3 clusters Score -9123534 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -9124282.000000 Penalty: 3620.138184
	Iteration 3Q: 3 clusters Score -9124282 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -9125075.000000 Penalty: 3620.138184
	Iteration 4Q: 3 clusters Score -9125075 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -9126081.000000 Penalty: 3620.138184
	Iteration 5Q: 3 clusters Score -9126081 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -9127551.000000 Penalty: 3620.138184
	Iteration 6Q: 3 clusters Score -9127551 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -9129418.000000 Penalty: 3620.138184
	Iteration 7F: 3 clusters Score -9129418 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -9132085.000000 Penalty: 3620.138184
	Iteration 8F: 3 clusters Score -9132085 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -9135093.000000 Penalty: 3620.138184
	Iteration 9F: 3 clusters Score -9135093 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -9137503.000000 Penalty: 3620.138184
	Iteration 10F: 3 clusters Score -9137503 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -9138891.000000 Penalty: 3620.138184
	Iteration 11Q: 3 clusters Score -9138891 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -9139673.000000 Penalty: 3620.138184
	Iteration 12Q: 3 clusters Score -9139673 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -9140140.000000 Penalty: 3620.138184
	Iteration 13Q: 3 clusters Score -9140140 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -9140813.000000 Penalty: 3620.138184
	Iteration 14Q: 3 clusters Score -9140813 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -9141389.000000 Penalty: 3620.138184
	Iteration 15Q: 3 clusters Score -9141389 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -9142085.000000 Penalty: 3620.138184
	Iteration 16Q: 3 clusters Score -9142085 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -9142826.000000 Penalty: 3620.138184
	Iteration 17Q: 3 clusters Score -9142826 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -9143522.000000 Penalty: 3620.138184
	Iteration 18Q: 3 clusters Score -9143522 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -9144143.000000 Penalty: 3620.138184
	Iteration 19Q: 3 clusters Score -9144143 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -9144702.000000 Penalty: 3620.138184
	Iteration 20F: 3 clusters Score -9144702 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -9145234.000000 Penalty: 3620.138184
	Iteration 21Q: 3 clusters Score -9145234 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -9145727.000000 Penalty: 3620.138184
	Iteration 22Q: 3 clusters Score -9145727 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -9146145.000000 Penalty: 3620.138184
	Iteration 23Q: 3 clusters Score -9146145 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -9146499.000000 Penalty: 3620.138184
	Iteration 24Q: 3 clusters Score -9146499 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -9146781.000000 Penalty: 3620.138184
	Iteration 25Q: 3 clusters Score -9146781 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -9146969.000000 Penalty: 3620.138184
	Iteration 26Q: 3 clusters Score -9146969 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -9147102.000000 Penalty: 3620.138184
	Iteration 27Q: 3 clusters Score -9147102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -9147188.000000 Penalty: 3620.138184
	Iteration 28Q: 3 clusters Score -9147188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -9147241.000000 Penalty: 3620.138184
	Iteration 29Q: 3 clusters Score -9147241 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -9147285.000000 Penalty: 3620.138184
	Iteration 30Q: 3 clusters Score -9147285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -9147289.000000 Penalty: 3620.138184
	Iteration 31Q: 3 clusters Score -9147289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -9147321.000000 Penalty: 3620.138184
	Iteration 32Q: 3 clusters Score -9147321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9147344.000000 Penalty: 3620.138184
	Iteration 33Q: 3 clusters Score -9147344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -9147353.000000 Penalty: 3620.138184
	Iteration 34Q: 3 clusters Score -9147353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -9147358.000000 Penalty: 3620.138184
	Iteration 35Q: 3 clusters Score -9147358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -9147376.000000 Penalty: 3620.138184
	Iteration 36Q: 3 clusters Score -9147376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -9147382.000000 Penalty: 3620.138184
	Iteration 37Q: 3 clusters Score -9147382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9147401.000000 Penalty: 3620.138184
	Iteration 38Q: 3 clusters Score -9147401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -9147401.000000 Penalty: 3620.138184
	Iteration 39Q: 3 clusters Score -9147401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -9147422.000000 Penalty: 3620.138184
	Iteration 40F: 3 clusters Score -9147422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -9147432.000000 Penalty: 3620.138184
	Iteration 41Q: 3 clusters Score -9147432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -9147436.000000 Penalty: 3620.138184
	Iteration 42Q: 3 clusters Score -9147436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -9147450.000000 Penalty: 3620.138184
	Iteration 43Q: 3 clusters Score -9147450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -9147453.000000 Penalty: 3620.138184
	Iteration 44Q: 3 clusters Score -9147453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -9147454.000000 Penalty: 3620.138184
	Iteration 45Q: 3 clusters Score -9147454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -9147457.000000 Penalty: 3620.138184
	Iteration 46Q: 3 clusters Score -9147457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -9147462.000000 Penalty: 3620.138184
	Iteration 47Q: 3 clusters Score -9147462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -9147456.000000 Penalty: 3620.138184
	Iteration 48Q: 3 clusters Score -9147456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -9147455.000000 Penalty: 3620.138184
	Iteration 49Q: 3 clusters Score -9147455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -9147452.000000 Penalty: 3620.138184
	Iteration 50Q: 3 clusters Score -9147452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -9147452.000000 Penalty: 3620.138184
	Iteration 51F: 3 clusters Score -9147452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1667432.000000 Penalty: 1537.150146
	Iteration 0F: 2 clusters Score -1667432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1658402.125000 Penalty: 3074.300293
	Iteration 0F: 3 clusters Score -1658402 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1661439.125000 Penalty: 3074.300293
	Iteration 1F: 3 clusters Score -1661439 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1661782.750000 Penalty: 3074.300293
	Iteration 2F: 3 clusters Score -1661783 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1662118.500000 Penalty: 3074.300293
	Iteration 3F: 3 clusters Score -1662118 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1662497.500000 Penalty: 3074.300293
	Iteration 4F: 3 clusters Score -1662498 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1662969.750000 Penalty: 3074.300293
	Iteration 5F: 3 clusters Score -1662970 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1663450.500000 Penalty: 3074.300293
	Iteration 6F: 3 clusters Score -1663450 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1663945.750000 Penalty: 3074.300293
	Iteration 7F: 3 clusters Score -1663946 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1664344.750000 Penalty: 3074.300293
	Iteration 8Q: 3 clusters Score -1664345 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1664710.000000 Penalty: 3074.300293
	Iteration 9Q: 3 clusters Score -1664710 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1665052.125000 Penalty: 3074.300293
	Iteration 10Q: 3 clusters Score -1665052 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1665354.750000 Penalty: 3074.300293
	Iteration 11Q: 3 clusters Score -1665355 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1665571.250000 Penalty: 3074.300293
	Iteration 12Q: 3 clusters Score -1665571 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1665711.750000 Penalty: 3074.300293
	Iteration 13Q: 3 clusters Score -1665712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1665809.375000 Penalty: 3074.300293
	Iteration 14Q: 3 clusters Score -1665809 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1665901.375000 Penalty: 3074.300293
	Iteration 15Q: 3 clusters Score -1665901 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1665986.750000 Penalty: 3074.300293
	Iteration 16Q: 3 clusters Score -1665987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1666060.750000 Penalty: 3074.300293
	Iteration 17Q: 3 clusters Score -1666061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1666101.000000 Penalty: 3074.300293
	Iteration 18Q: 3 clusters Score -1666101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1666116.750000 Penalty: 3074.300293
	Iteration 19Q: 3 clusters Score -1666117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1666131.500000 Penalty: 3074.300293
	Iteration 20F: 3 clusters Score -1666132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1666135.875000 Penalty: 3074.300293
	Iteration 21Q: 3 clusters Score -1666136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1666144.125000 Penalty: 3074.300293
	Iteration 22Q: 3 clusters Score -1666144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1666150.625000 Penalty: 3074.300293
	Iteration 23Q: 3 clusters Score -1666151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1666157.250000 Penalty: 3074.300293
	Iteration 24Q: 3 clusters Score -1666157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1666160.000000 Penalty: 3074.300293
	Iteration 25Q: 3 clusters Score -1666160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1666163.625000 Penalty: 3074.300293
	Iteration 26Q: 3 clusters Score -1666164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1666167.125000 Penalty: 3074.300293
	Iteration 27Q: 3 clusters Score -1666167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1666166.375000 Penalty: 3074.300293
	Iteration 28Q: 3 clusters Score -1666166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1666164.375000 Penalty: 3074.300293
	Iteration 29Q: 3 clusters Score -1666164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1666164.375000 Penalty: 3074.300293
	Iteration 30F: 3 clusters Score -1666164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37568.230469 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37568.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37762.847656 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37762.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37834.734375 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -37834.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37911.023438 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -37911.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37960.085938 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -37960.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -37986.578125 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -37986.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -37997.078125 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -37997.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38015.714844 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -38015.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38015.714844 Penalty: 1921.008911
	Iteration 8F: 3 clusters Score -38015.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92509.109375 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92509.11 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92690.375000 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92690.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92745.531250 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92745.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92774.273438 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92774.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92797.796875 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92810.750000 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92810.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92828.546875 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92828.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92842.242188 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92842.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92850.250000 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92850.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92852.734375 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -92852.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92857.187500 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -92857.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92859.781250 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -92859.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92866.625000 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -92866.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92870.804688 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -92870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92873.867188 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -92873.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92876.367188 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -92876.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92880.492188 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -92880.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92883.265625 Penalty: 2154.972168
	Iteration 17Q: 3 clusters Score -92883.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92885.101562 Penalty: 2154.972168
	Iteration 18Q: 3 clusters Score -92885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92887.875000 Penalty: 2154.972168
	Iteration 19Q: 3 clusters Score -92887.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92894.187500 Penalty: 2154.972168
	Iteration 20F: 3 clusters Score -92894.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92896.328125 Penalty: 2154.972168
	Iteration 21Q: 3 clusters Score -92896.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92898.875000 Penalty: 2154.972168
	Iteration 22Q: 3 clusters Score -92898.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92902.898438 Penalty: 2154.972168
	Iteration 23Q: 3 clusters Score -92902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92909.500000 Penalty: 2154.972168
	Iteration 24Q: 3 clusters Score -92909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92913.734375 Penalty: 2154.972168
	Iteration 25Q: 3 clusters Score -92913.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92914.281250 Penalty: 2154.972168
	Iteration 26Q: 3 clusters Score -92914.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92916.171875 Penalty: 2154.972168
	Iteration 27Q: 3 clusters Score -92916.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92920.742188 Penalty: 2154.972168
	Iteration 28Q: 3 clusters Score -92920.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92924.195312 Penalty: 2154.972168
	Iteration 29Q: 3 clusters Score -92924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92932.625000 Penalty: 2154.972168
	Iteration 30Q: 3 clusters Score -92932.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92942.953125 Penalty: 2154.972168
	Iteration 31Q: 3 clusters Score -92942.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92952.187500 Penalty: 2154.972168
	Iteration 32Q: 3 clusters Score -92952.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92953.960938 Penalty: 2154.972168
	Iteration 33Q: 3 clusters Score -92953.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92955.812500 Penalty: 2154.972168
	Iteration 34Q: 3 clusters Score -92955.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92956.328125 Penalty: 2154.972168
	Iteration 35Q: 3 clusters Score -92956.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92957.406250 Penalty: 2154.972168
	Iteration 36Q: 3 clusters Score -92957.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92957.406250 Penalty: 2154.972168
	Iteration 37F: 3 clusters Score -92957.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (64678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Entering Unmasked Estep 
Score: -8596283.000000 Penalty: 1800.041138
	Iteration 0F: 2 clusters Score -8596283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -8553619.000000 Penalty: 3600.082275
	Iteration 0F: 3 clusters Score -8553619 nChanged 30494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -8570805.000000 Penalty: 3600.082275
	Iteration 1F: 3 clusters Score -8570805 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -8571242.000000 Penalty: 3600.082275
	Iteration 2Q: 3 clusters Score -8571242 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -8571690.000000 Penalty: 3600.082275
	Iteration 3Q: 3 clusters Score -8571690 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -8572250.000000 Penalty: 3600.082275
	Iteration 4Q: 3 clusters Score -8572250 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -8573032.000000 Penalty: 3600.082275
	Iteration 5Q: 3 clusters Score -8573032 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -8574363.000000 Penalty: 3600.082275
	Iteration 6Q: 3 clusters Score -8574363 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8576272.000000 Penalty: 3600.082275
	Iteration 7F: 3 clusters Score -8576272 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -8579239.000000 Penalty: 3600.082275
	Iteration 8F: 3 clusters Score -8579239 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -8582853.000000 Penalty: 3600.082275
	Iteration 9F: 3 clusters Score -8582853 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -8586150.000000 Penalty: 3600.082275
	Iteration 10F: 3 clusters Score -8586150 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -8588963.000000 Penalty: 3600.082275
	Iteration 11F: 3 clusters Score -8588963 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -8591062.000000 Penalty: 3600.082275
	Iteration 12Q: 3 clusters Score -8591062 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -8592303.000000 Penalty: 3600.082275
	Iteration 13Q: 3 clusters Score -8592303 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -8593156.000000 Penalty: 3600.082275
	Iteration 14Q: 3 clusters Score -8593156 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -8593780.000000 Penalty: 3600.082275
	Iteration 15Q: 3 clusters Score -8593780 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -8594180.000000 Penalty: 3600.082275
	Iteration 16Q: 3 clusters Score -8594180 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -8594378.000000 Penalty: 3600.082275
	Iteration 17Q: 3 clusters Score -8594378 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -8594516.000000 Penalty: 3600.082275
	Iteration 18Q: 3 clusters Score -8594516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -8594604.000000 Penalty: 3600.082275
	Iteration 19Q: 3 clusters Score -8594604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -8594648.000000 Penalty: 3600.082275
	Iteration 20F: 3 clusters Score -8594648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -8594677.000000 Penalty: 3600.082275
	Iteration 21Q: 3 clusters Score -8594677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -8594679.000000 Penalty: 3600.082275
	Iteration 22Q: 3 clusters Score -8594679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -8594698.000000 Penalty: 3600.082275
	Iteration 23Q: 3 clusters Score -8594698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -8594706.000000 Penalty: 3600.082275
	Iteration 24Q: 3 clusters Score -8594706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8594715.000000 Penalty: 3600.082275
	Iteration 25Q: 3 clusters Score -8594715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -8594720.000000 Penalty: 3600.082275
	Iteration 26Q: 3 clusters Score -8594720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -8594723.000000 Penalty: 3600.082275
	Iteration 27Q: 3 clusters Score -8594723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -8594726.000000 Penalty: 3600.082275
	Iteration 28Q: 3 clusters Score -8594726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8594727.000000 Penalty: 3600.082275
	Iteration 29Q: 3 clusters Score -8594727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -8594738.000000 Penalty: 3600.082275
	Iteration 30Q: 3 clusters Score -8594738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -8594739.000000 Penalty: 3600.082275
	Iteration 31Q: 3 clusters Score -8594739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -8594739.000000 Penalty: 3600.082275
	Iteration 32F: 3 clusters Score -8594739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (16532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Entering Unmasked Estep 
Score: -2178022.000000 Penalty: 1578.371094
	Iteration 0F: 2 clusters Score -2178022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2166704.500000 Penalty: 3156.742188
	Iteration 0F: 3 clusters Score -2166704 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2170604.750000 Penalty: 3156.742188
	Iteration 1F: 3 clusters Score -2170605 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2171008.250000 Penalty: 3156.742188
	Iteration 2F: 3 clusters Score -2171008 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2171481.000000 Penalty: 3156.742188
	Iteration 3F: 3 clusters Score -2171481 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2172074.750000 Penalty: 3156.742188
	Iteration 4F: 3 clusters Score -2172075 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2172899.000000 Penalty: 3156.742188
	Iteration 5F: 3 clusters Score -2172899 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2173988.250000 Penalty: 3156.742188
	Iteration 6F: 3 clusters Score -2173988 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2175313.000000 Penalty: 3156.742188
	Iteration 7F: 3 clusters Score -2175313 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2176395.250000 Penalty: 3156.742188
	Iteration 8F: 3 clusters Score -2176395 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2177009.750000 Penalty: 3156.742188
	Iteration 9Q: 3 clusters Score -2177010 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2177242.750000 Penalty: 3156.742188
	Iteration 10Q: 3 clusters Score -2177243 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2177317.000000 Penalty: 3156.742188
	Iteration 11Q: 3 clusters Score -2177317 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2177363.500000 Penalty: 3156.742188
	Iteration 12Q: 3 clusters Score -2177364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2177387.000000 Penalty: 3156.742188
	Iteration 13Q: 3 clusters Score -2177387 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2177400.250000 Penalty: 3156.742188
	Iteration 14Q: 3 clusters Score -2177400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2177408.000000 Penalty: 3156.742188
	Iteration 15Q: 3 clusters Score -2177408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2177410.500000 Penalty: 3156.742188
	Iteration 16Q: 3 clusters Score -2177410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2177414.250000 Penalty: 3156.742188
	Iteration 17Q: 3 clusters Score -2177414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2177414.500000 Penalty: 3156.742188
	Iteration 18Q: 3 clusters Score -2177414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2177415.250000 Penalty: 3156.742188
	Iteration 19Q: 3 clusters Score -2177415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2177419.250000 Penalty: 3156.742188
	Iteration 20F: 3 clusters Score -2177419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2177424.250000 Penalty: 3156.742188
	Iteration 21Q: 3 clusters Score -2177424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2177425.750000 Penalty: 3156.742188
	Iteration 22Q: 3 clusters Score -2177426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2177426.250000 Penalty: 3156.742188
	Iteration 23Q: 3 clusters Score -2177426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2177423.750000 Penalty: 3156.742188
	Iteration 24Q: 3 clusters Score -2177424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2177427.750000 Penalty: 3156.742188
	Iteration 25Q: 3 clusters Score -2177428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2177430.000000 Penalty: 3156.742188
	Iteration 26Q: 3 clusters Score -2177430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2177426.250000 Penalty: 3156.742188
	Iteration 27Q: 3 clusters Score -2177426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2177432.500000 Penalty: 3156.742188
	Iteration 28Q: 3 clusters Score -2177432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2177428.750000 Penalty: 3156.742188
	Iteration 29Q: 3 clusters Score -2177429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2177433.500000 Penalty: 3156.742188
	Iteration 30Q: 3 clusters Score -2177434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2177434.750000 Penalty: 3156.742188
	Iteration 31Q: 3 clusters Score -2177435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2177433.500000 Penalty: 3156.742188
	Iteration 32Q: 3 clusters Score -2177434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2177433.000000 Penalty: 3156.742188
	Iteration 33Q: 3 clusters Score -2177433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2177434.000000 Penalty: 3156.742188
	Iteration 34Q: 3 clusters Score -2177434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2177439.750000 Penalty: 3156.742188
	Iteration 35Q: 3 clusters Score -2177440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2177442.000000 Penalty: 3156.742188
	Iteration 36Q: 3 clusters Score -2177442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2177441.500000 Penalty: 3156.742188
	Iteration 37Q: 3 clusters Score -2177442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2177443.000000 Penalty: 3156.742188
	Iteration 38Q: 3 clusters Score -2177443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2177438.250000 Penalty: 3156.742188
	Iteration 39Q: 3 clusters Score -2177438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2177438.500000 Penalty: 3156.742188
	Iteration 40F: 3 clusters Score -2177438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2177436.500000 Penalty: 3156.742188
	Iteration 41Q: 3 clusters Score -2177436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2177442.000000 Penalty: 3156.742188
	Iteration 42Q: 3 clusters Score -2177442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2177443.000000 Penalty: 3156.742188
	Iteration 43Q: 3 clusters Score -2177443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2177444.000000 Penalty: 3156.742188
	Iteration 44Q: 3 clusters Score -2177444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2177446.250000 Penalty: 3156.742188
	Iteration 45Q: 3 clusters Score -2177446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2177443.750000 Penalty: 3156.742188
	Iteration 46Q: 3 clusters Score -2177444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2177445.500000 Penalty: 3156.742188
	Iteration 47Q: 3 clusters Score -2177446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2177443.500000 Penalty: 3156.742188
	Iteration 48Q: 3 clusters Score -2177444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2177445.750000 Penalty: 3156.742188
	Iteration 49Q: 3 clusters Score -2177446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2177444.250000 Penalty: 3156.742188
	Iteration 50Q: 3 clusters Score -2177444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2177444.250000 Penalty: 3156.742188
	Iteration 51F: 3 clusters Score -2177444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -317813.531250 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -317813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -315434.625000 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -315434.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -315927.218750 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -315927.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -316029.593750 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -316029.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -316093.687500 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -316093.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -316142.125000 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -316142.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -316188.531250 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -316188.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -316230.656250 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -316230.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316265.312500 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -316265.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -316296.781250 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -316296.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -316336.906250 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -316336.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -316371.562500 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -316371.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -316395.968750 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -316396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -316414.687500 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -316414.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -316426.812500 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -316426.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316440.500000 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -316440.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -316454.125000 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -316454.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -316463.312500 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -316463.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -316473.562500 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -316473.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -316483.687500 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -316483.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -316497.093750 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -316497.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -316511.250000 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -316511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -316521.562500 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -316521.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -316529.625000 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -316529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -316536.500000 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -316536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316539.718750 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -316539.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316542.375000 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -316542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316546.093750 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -316546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -316549.031250 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -316549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316551.437500 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -316551.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316552.906250 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -316552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -316553.281250 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -316553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316554.281250 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -316554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316558.062500 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -316558.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -316562.718750 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -316562.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -316565.906250 Penalty: 2536.381592
	Iteration 34Q: 3 clusters Score -316565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -316568.187500 Penalty: 2536.381592
	Iteration 35Q: 3 clusters Score -316568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -316572.531250 Penalty: 2536.381592
	Iteration 36Q: 3 clusters Score -316572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -316574.500000 Penalty: 2536.381592
	Iteration 37Q: 3 clusters Score -316574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316576.812500 Penalty: 2536.381592
	Iteration 38Q: 3 clusters Score -316576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316577.781250 Penalty: 2536.381592
	Iteration 39Q: 3 clusters Score -316577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -316579.812500 Penalty: 2536.381592
	Iteration 40F: 3 clusters Score -316579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -316581.406250 Penalty: 2536.381592
	Iteration 41Q: 3 clusters Score -316581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316581.156250 Penalty: 2536.381592
	Iteration 42Q: 3 clusters Score -316581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316581.156250 Penalty: 2536.381592
	Iteration 43F: 3 clusters Score -316581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5251.288574 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5251.289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5308.452148 Penalty: 1443.861694
	Iteration 1F: 3 clusters Score -5308.452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5347.480469 Penalty: 1443.861694
	Iteration 2Q: 3 clusters Score -5347.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5347.480469 Penalty: 1443.861694
	Iteration 3F: 3 clusters Score -5347.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (58396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Entering Unmasked Estep 
Score: -7728664.500000 Penalty: 1783.437866
	Iteration 0F: 2 clusters Score -7728664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7689820.500000 Penalty: 3566.875732
	Iteration 0F: 3 clusters Score -7689820 nChanged 27574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -7705446.500000 Penalty: 3566.875732
	Iteration 1F: 3 clusters Score -7705446 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -7705963.500000 Penalty: 3566.875732
	Iteration 2Q: 3 clusters Score -7705964 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -7706420.500000 Penalty: 3566.875732
	Iteration 3Q: 3 clusters Score -7706420 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -7706957.000000 Penalty: 3566.875732
	Iteration 4Q: 3 clusters Score -7706957 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -7707701.000000 Penalty: 3566.875732
	Iteration 5Q: 3 clusters Score -7707701 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7708535.000000 Penalty: 3566.875732
	Iteration 6Q: 3 clusters Score -7708535 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -7709603.000000 Penalty: 3566.875732
	Iteration 7Q: 3 clusters Score -7709603 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -7710882.000000 Penalty: 3566.875732
	Iteration 8Q: 3 clusters Score -7710882 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7712455.500000 Penalty: 3566.875732
	Iteration 9Q: 3 clusters Score -7712456 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -7714207.500000 Penalty: 3566.875732
	Iteration 10Q: 3 clusters Score -7714208 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -7715982.500000 Penalty: 3566.875732
	Iteration 11Q: 3 clusters Score -7715982 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -7717248.000000 Penalty: 3566.875732
	Iteration 12Q: 3 clusters Score -7717248 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -7717913.000000 Penalty: 3566.875732
	Iteration 13Q: 3 clusters Score -7717913 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7718269.500000 Penalty: 3566.875732
	Iteration 14Q: 3 clusters Score -7718270 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -7718562.500000 Penalty: 3566.875732
	Iteration 15Q: 3 clusters Score -7718562 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7718815.500000 Penalty: 3566.875732
	Iteration 16Q: 3 clusters Score -7718816 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -7719043.500000 Penalty: 3566.875732
	Iteration 17Q: 3 clusters Score -7719044 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -7719266.000000 Penalty: 3566.875732
	Iteration 18Q: 3 clusters Score -7719266 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -7719554.500000 Penalty: 3566.875732
	Iteration 19Q: 3 clusters Score -7719554 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -7719825.000000 Penalty: 3566.875732
	Iteration 20F: 3 clusters Score -7719825 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -7720146.500000 Penalty: 3566.875732
	Iteration 21Q: 3 clusters Score -7720146 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -7720448.000000 Penalty: 3566.875732
	Iteration 22Q: 3 clusters Score -7720448 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7720785.000000 Penalty: 3566.875732
	Iteration 23Q: 3 clusters Score -7720785 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -7721155.000000 Penalty: 3566.875732
	Iteration 24Q: 3 clusters Score -7721155 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -7721576.000000 Penalty: 3566.875732
	Iteration 25Q: 3 clusters Score -7721576 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7722007.000000 Penalty: 3566.875732
	Iteration 26Q: 3 clusters Score -7722007 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -7722431.500000 Penalty: 3566.875732
	Iteration 27Q: 3 clusters Score -7722432 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -7722918.000000 Penalty: 3566.875732
	Iteration 28Q: 3 clusters Score -7722918 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7723410.500000 Penalty: 3566.875732
	Iteration 29Q: 3 clusters Score -7723410 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7723911.000000 Penalty: 3566.875732
	Iteration 30Q: 3 clusters Score -7723911 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7724414.000000 Penalty: 3566.875732
	Iteration 31Q: 3 clusters Score -7724414 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7724950.000000 Penalty: 3566.875732
	Iteration 32Q: 3 clusters Score -7724950 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7725484.500000 Penalty: 3566.875732
	Iteration 33Q: 3 clusters Score -7725484 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7725931.000000 Penalty: 3566.875732
	Iteration 34Q: 3 clusters Score -7725931 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7726344.000000 Penalty: 3566.875732
	Iteration 35Q: 3 clusters Score -7726344 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7726658.500000 Penalty: 3566.875732
	Iteration 36Q: 3 clusters Score -7726658 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7726844.000000 Penalty: 3566.875732
	Iteration 37Q: 3 clusters Score -7726844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7726960.500000 Penalty: 3566.875732
	Iteration 38Q: 3 clusters Score -7726960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7727008.500000 Penalty: 3566.875732
	Iteration 39Q: 3 clusters Score -7727008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7727062.500000 Penalty: 3566.875732
	Iteration 40F: 3 clusters Score -7727062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7727102.500000 Penalty: 3566.875732
	Iteration 41Q: 3 clusters Score -7727102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7727120.500000 Penalty: 3566.875732
	Iteration 42Q: 3 clusters Score -7727120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7727129.000000 Penalty: 3566.875732
	Iteration 43Q: 3 clusters Score -7727129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7727148.000000 Penalty: 3566.875732
	Iteration 44Q: 3 clusters Score -7727148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7727153.000000 Penalty: 3566.875732
	Iteration 45Q: 3 clusters Score -7727153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7727162.000000 Penalty: 3566.875732
	Iteration 46Q: 3 clusters Score -7727162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7727163.500000 Penalty: 3566.875732
	Iteration 47Q: 3 clusters Score -7727164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7727165.500000 Penalty: 3566.875732
	Iteration 48Q: 3 clusters Score -7727166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7727167.500000 Penalty: 3566.875732
	Iteration 49Q: 3 clusters Score -7727168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7727167.000000 Penalty: 3566.875732
	Iteration 50Q: 3 clusters Score -7727167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7727179.000000 Penalty: 3566.875732
	Iteration 51Q: 3 clusters Score -7727179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7727170.000000 Penalty: 3566.875732
	Iteration 52Q: 3 clusters Score -7727170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7727170.500000 Penalty: 3566.875732
	Iteration 53Q: 3 clusters Score -7727170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7727173.500000 Penalty: 3566.875732
	Iteration 54Q: 3 clusters Score -7727174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7727173.500000 Penalty: 3566.875732
	Iteration 55F: 3 clusters Score -7727174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -437054.718750 Penalty: 1314.291504
	Iteration 0F: 2 clusters Score -437054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -434157.281250 Penalty: 2628.583008
	Iteration 0F: 3 clusters Score -434157.3 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -434880.875000 Penalty: 2628.583008
	Iteration 1F: 3 clusters Score -434880.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -435010.187500 Penalty: 2628.583008
	Iteration 2F: 3 clusters Score -435010.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435078.656250 Penalty: 2628.583008
	Iteration 3Q: 3 clusters Score -435078.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -435126.562500 Penalty: 2628.583008
	Iteration 4Q: 3 clusters Score -435126.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -435157.656250 Penalty: 2628.583008
	Iteration 5Q: 3 clusters Score -435157.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -435181.781250 Penalty: 2628.583008
	Iteration 6Q: 3 clusters Score -435181.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -435200.531250 Penalty: 2628.583008
	Iteration 7Q: 3 clusters Score -435200.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -435218.812500 Penalty: 2628.583008
	Iteration 8Q: 3 clusters Score -435218.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -435230.906250 Penalty: 2628.583008
	Iteration 9Q: 3 clusters Score -435230.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -435241.781250 Penalty: 2628.583008
	Iteration 10Q: 3 clusters Score -435241.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -435250.687500 Penalty: 2628.583008
	Iteration 11Q: 3 clusters Score -435250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -435257.281250 Penalty: 2628.583008
	Iteration 12Q: 3 clusters Score -435257.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -435261.312500 Penalty: 2628.583008
	Iteration 13Q: 3 clusters Score -435261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -435264.375000 Penalty: 2628.583008
	Iteration 14Q: 3 clusters Score -435264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435268.593750 Penalty: 2628.583008
	Iteration 15Q: 3 clusters Score -435268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -435272.343750 Penalty: 2628.583008
	Iteration 16Q: 3 clusters Score -435272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -435276.625000 Penalty: 2628.583008
	Iteration 17Q: 3 clusters Score -435276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -435280.718750 Penalty: 2628.583008
	Iteration 18Q: 3 clusters Score -435280.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -435284.000000 Penalty: 2628.583008
	Iteration 19Q: 3 clusters Score -435284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -435285.781250 Penalty: 2628.583008
	Iteration 20F: 3 clusters Score -435285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -435287.687500 Penalty: 2628.583008
	Iteration 21Q: 3 clusters Score -435287.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -435289.125000 Penalty: 2628.583008
	Iteration 22Q: 3 clusters Score -435289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -435289.718750 Penalty: 2628.583008
	Iteration 23Q: 3 clusters Score -435289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -435289.625000 Penalty: 2628.583008
	Iteration 24Q: 3 clusters Score -435289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -435289.718750 Penalty: 2628.583008
	Iteration 25Q: 3 clusters Score -435289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -435291.218750 Penalty: 2628.583008
	Iteration 26Q: 3 clusters Score -435291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -435292.625000 Penalty: 2628.583008
	Iteration 27Q: 3 clusters Score -435292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -435293.093750 Penalty: 2628.583008
	Iteration 28Q: 3 clusters Score -435293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -435294.781250 Penalty: 2628.583008
	Iteration 29Q: 3 clusters Score -435294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -435295.093750 Penalty: 2628.583008
	Iteration 30Q: 3 clusters Score -435295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -435295.187500 Penalty: 2628.583008
	Iteration 31Q: 3 clusters Score -435295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -435296.781250 Penalty: 2628.583008
	Iteration 32Q: 3 clusters Score -435296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -435296.593750 Penalty: 2628.583008
	Iteration 33Q: 3 clusters Score -435296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -435296.593750 Penalty: 2628.583008
	Iteration 34Q: 3 clusters Score -435296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -435297.562500 Penalty: 2628.583008
	Iteration 35Q: 3 clusters Score -435297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -435297.562500 Penalty: 2628.583008
	Iteration 36F: 3 clusters Score -435297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47495 members 
Mstep: Class 3 contains 56145 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 51387 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 10 contains 59661 members 
Mstep: Class 11 contains 50587 members 
Mstep: Class 12 contains 60967 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 57156 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6262 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 69064 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53879 members 
Mstep: Class 25 contains 77219 members 
Mstep: Class 26 contains 13807 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71934 members 
Mstep: Class 30 contains 6655 members 
Mstep: Class 31 contains 68795 members 
Mstep: Class 32 contains 12828 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 64678 members 
Mstep: Class 36 contains 16532 members 
Mstep: Class 37 contains 2451 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58396 members 
Mstep: Class 40 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785984.000000 Penalty: 89804.523438
Iteration 439Q: 41 clusters Score -1.27786e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47491 members 
Mstep: Class 3 contains 56017 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 51390 members 
Mstep: Class 9 contains 13859 members 
Mstep: Class 10 contains 58892 members 
Mstep: Class 11 contains 50561 members 
Mstep: Class 12 contains 61079 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 57149 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6236 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 68993 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54229 members 
Mstep: Class 25 contains 77112 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71920 members 
Mstep: Class 30 contains 6652 members 
Mstep: Class 31 contains 69012 members 
Mstep: Class 32 contains 12828 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65104 members 
Mstep: Class 36 contains 16610 members 
Mstep: Class 37 contains 2451 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58370 members 
Mstep: Class 40 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785944.000000 Penalty: 89804.523438
Iteration 440F: 41 clusters Score -1.277859e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47498 members 
Mstep: Class 3 contains 56148 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13648 members 
Mstep: Class 8 contains 51404 members 
Mstep: Class 9 contains 13863 members 
Mstep: Class 10 contains 58161 members 
Mstep: Class 11 contains 50538 members 
Mstep: Class 12 contains 61199 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 57134 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 68815 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54534 members 
Mstep: Class 25 contains 76990 members 
Mstep: Class 26 contains 13811 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71915 members 
Mstep: Class 30 contains 6646 members 
Mstep: Class 31 contains 69016 members 
Mstep: Class 32 contains 12832 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65538 members 
Mstep: Class 36 contains 16668 members 
Mstep: Class 37 contains 2448 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58381 members 
Mstep: Class 40 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785936.000000 Penalty: 89804.523438
Iteration 441Q: 41 clusters Score -1.277859e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47499 members 
Mstep: Class 3 contains 56363 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13651 members 
Mstep: Class 8 contains 51410 members 
Mstep: Class 9 contains 13866 members 
Mstep: Class 10 contains 57474 members 
Mstep: Class 11 contains 50525 members 
Mstep: Class 12 contains 61327 members 
Mstep: Class 13 contains 11796 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6211 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 68672 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54849 members 
Mstep: Class 25 contains 76852 members 
Mstep: Class 26 contains 13813 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71904 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 68768 members 
Mstep: Class 32 contains 12837 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65991 members 
Mstep: Class 36 contains 16734 members 
Mstep: Class 37 contains 2445 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58453 members 
Mstep: Class 40 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785808.000000 Penalty: 89804.523438
Iteration 442Q: 41 clusters Score -1.277858e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47493 members 
Mstep: Class 3 contains 56764 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13655 members 
Mstep: Class 8 contains 51424 members 
Mstep: Class 9 contains 13866 members 
Mstep: Class 10 contains 56766 members 
Mstep: Class 11 contains 50521 members 
Mstep: Class 12 contains 61488 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6212 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 68525 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55141 members 
Mstep: Class 25 contains 76700 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71894 members 
Mstep: Class 30 contains 6638 members 
Mstep: Class 31 contains 68428 members 
Mstep: Class 32 contains 12836 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66366 members 
Mstep: Class 36 contains 16790 members 
Mstep: Class 37 contains 2439 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58538 members 
Mstep: Class 40 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785560.000000 Penalty: 89804.523438
Iteration 443Q: 41 clusters Score -1.277856e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47503 members 
Mstep: Class 3 contains 57186 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 51425 members 
Mstep: Class 9 contains 13864 members 
Mstep: Class 10 contains 56050 members 
Mstep: Class 11 contains 50512 members 
Mstep: Class 12 contains 61667 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 57100 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6217 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 68407 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55393 members 
Mstep: Class 25 contains 76536 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71884 members 
Mstep: Class 30 contains 6641 members 
Mstep: Class 31 contains 67982 members 
Mstep: Class 32 contains 12836 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66783 members 
Mstep: Class 36 contains 16854 members 
Mstep: Class 37 contains 2442 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58663 members 
Mstep: Class 40 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785552.000000 Penalty: 89804.523438
Iteration 444Q: 41 clusters Score -1.277856e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47497 members 
Mstep: Class 3 contains 57744 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51412 members 
Mstep: Class 9 contains 13862 members 
Mstep: Class 10 contains 55386 members 
Mstep: Class 11 contains 50506 members 
Mstep: Class 12 contains 61844 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 57067 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 68344 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55579 members 
Mstep: Class 25 contains 76373 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71880 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 67431 members 
Mstep: Class 32 contains 12830 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67117 members 
Mstep: Class 36 contains 16925 members 
Mstep: Class 37 contains 2443 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58852 members 
Mstep: Class 40 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785568.000000 Penalty: 89804.523438
Iteration 445Q: 41 clusters Score -1.277856e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47520 members 
Mstep: Class 3 contains 58338 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 51400 members 
Mstep: Class 9 contains 13858 members 
Mstep: Class 10 contains 54878 members 
Mstep: Class 11 contains 50499 members 
Mstep: Class 12 contains 62033 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 57046 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 68248 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55664 members 
Mstep: Class 25 contains 76197 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71870 members 
Mstep: Class 30 contains 6647 members 
Mstep: Class 31 contains 66866 members 
Mstep: Class 32 contains 12826 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67316 members 
Mstep: Class 36 contains 16995 members 
Mstep: Class 37 contains 2451 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59100 members 
Mstep: Class 40 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785760.000000 Penalty: 89804.523438
Iteration 446Q: 41 clusters Score -1.277858e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47539 members 
Mstep: Class 3 contains 58997 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51388 members 
Mstep: Class 9 contains 13855 members 
Mstep: Class 10 contains 54433 members 
Mstep: Class 11 contains 50502 members 
Mstep: Class 12 contains 62247 members 
Mstep: Class 13 contains 11792 members 
Mstep: Class 14 contains 57030 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5539 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6174 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 68227 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55732 members 
Mstep: Class 25 contains 75991 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71854 members 
Mstep: Class 30 contains 6656 members 
Mstep: Class 31 contains 66176 members 
Mstep: Class 32 contains 12818 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67429 members 
Mstep: Class 36 contains 17093 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59366 members 
Mstep: Class 40 contains 3237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786168.000000 Penalty: 89804.523438
Iteration 447Q: 41 clusters Score -1.277862e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47531 members 
Mstep: Class 3 contains 59717 members 
Mstep: Class 4 contains 16037 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 51373 members 
Mstep: Class 9 contains 13847 members 
Mstep: Class 10 contains 54202 members 
Mstep: Class 11 contains 50492 members 
Mstep: Class 12 contains 62479 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 57013 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6164 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 68170 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55732 members 
Mstep: Class 25 contains 75777 members 
Mstep: Class 26 contains 13811 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71842 members 
Mstep: Class 30 contains 6659 members 
Mstep: Class 31 contains 65421 members 
Mstep: Class 32 contains 12821 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67424 members 
Mstep: Class 36 contains 17220 members 
Mstep: Class 37 contains 2461 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59617 members 
Mstep: Class 40 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785824.000000 Penalty: 89804.523438
Iteration 448Q: 41 clusters Score -1.277858e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47512 members 
Mstep: Class 3 contains 60435 members 
Mstep: Class 4 contains 16037 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 51351 members 
Mstep: Class 9 contains 13851 members 
Mstep: Class 10 contains 54129 members 
Mstep: Class 11 contains 50489 members 
Mstep: Class 12 contains 62716 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 56995 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6154 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 68120 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55739 members 
Mstep: Class 25 contains 75566 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71834 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 64705 members 
Mstep: Class 32 contains 12819 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 67213 members 
Mstep: Class 36 contains 17356 members 
Mstep: Class 37 contains 2463 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59858 members 
Mstep: Class 40 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785704.000000 Penalty: 89804.523438
Iteration 449Q: 41 clusters Score -1.277857e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47534 members 
Mstep: Class 3 contains 61206 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51318 members 
Mstep: Class 9 contains 13849 members 
Mstep: Class 10 contains 54326 members 
Mstep: Class 11 contains 50483 members 
Mstep: Class 12 contains 62985 members 
Mstep: Class 13 contains 11792 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 68062 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55679 members 
Mstep: Class 25 contains 75311 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71822 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 64064 members 
Mstep: Class 32 contains 12815 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66701 members 
Mstep: Class 36 contains 17490 members 
Mstep: Class 37 contains 2468 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60074 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785976.000000 Penalty: 89804.523438
Iteration 450Q: 41 clusters Score -1.27786e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47515 members 
Mstep: Class 3 contains 62014 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51285 members 
Mstep: Class 9 contains 13844 members 
Mstep: Class 10 contains 54476 members 
Mstep: Class 11 contains 50468 members 
Mstep: Class 12 contains 63231 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 56955 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6122 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 67996 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55729 members 
Mstep: Class 25 contains 75083 members 
Mstep: Class 26 contains 13807 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71817 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 63375 members 
Mstep: Class 32 contains 12808 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 66174 members 
Mstep: Class 36 contains 17631 members 
Mstep: Class 37 contains 2474 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60303 members 
Mstep: Class 40 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785720.000000 Penalty: 89804.523438
Iteration 451Q: 41 clusters Score -1.277857e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47499 members 
Mstep: Class 3 contains 62718 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51249 members 
Mstep: Class 9 contains 13840 members 
Mstep: Class 10 contains 54673 members 
Mstep: Class 11 contains 50455 members 
Mstep: Class 12 contains 63473 members 
Mstep: Class 13 contains 11800 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6091 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 67917 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55796 members 
Mstep: Class 25 contains 74851 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71821 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 62738 members 
Mstep: Class 32 contains 12800 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65638 members 
Mstep: Class 36 contains 17783 members 
Mstep: Class 37 contains 2483 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60545 members 
Mstep: Class 40 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785624.000000 Penalty: 89804.523438
Iteration 452Q: 41 clusters Score -1.277856e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47486 members 
Mstep: Class 3 contains 63416 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51209 members 
Mstep: Class 9 contains 13841 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 50432 members 
Mstep: Class 12 contains 63709 members 
Mstep: Class 13 contains 11801 members 
Mstep: Class 14 contains 56888 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6069 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 67867 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55774 members 
Mstep: Class 25 contains 74624 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71817 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 62160 members 
Mstep: Class 32 contains 12798 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 65086 members 
Mstep: Class 36 contains 17957 members 
Mstep: Class 37 contains 2493 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60800 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785872.000000 Penalty: 89804.523438
Iteration 453Q: 41 clusters Score -1.277859e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47473 members 
Mstep: Class 3 contains 63951 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51156 members 
Mstep: Class 9 contains 13843 members 
Mstep: Class 10 contains 54907 members 
Mstep: Class 11 contains 50405 members 
Mstep: Class 12 contains 63932 members 
Mstep: Class 13 contains 11801 members 
Mstep: Class 14 contains 56851 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67812 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55822 members 
Mstep: Class 25 contains 74417 members 
Mstep: Class 26 contains 13810 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71810 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 61686 members 
Mstep: Class 32 contains 12792 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 64737 members 
Mstep: Class 36 contains 18160 members 
Mstep: Class 37 contains 2502 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60972 members 
Mstep: Class 40 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786016.000000 Penalty: 89804.523438
Iteration 454Q: 41 clusters Score -1.27786e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47434 members 
Mstep: Class 3 contains 64475 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 51135 members 
Mstep: Class 9 contains 13848 members 
Mstep: Class 10 contains 54942 members 
Mstep: Class 11 contains 50384 members 
Mstep: Class 12 contains 64113 members 
Mstep: Class 13 contains 11808 members 
Mstep: Class 14 contains 56807 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67778 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55875 members 
Mstep: Class 25 contains 74263 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71796 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 61249 members 
Mstep: Class 32 contains 12794 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 64349 members 
Mstep: Class 36 contains 18370 members 
Mstep: Class 37 contains 2507 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61126 members 
Mstep: Class 40 contains 3231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786136.000000 Penalty: 89804.523438
Iteration 455Q: 41 clusters Score -1.277861e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 65025 members 
Mstep: Class 4 contains 16037 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51112 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 10 contains 54927 members 
Mstep: Class 11 contains 50375 members 
Mstep: Class 12 contains 64299 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 56776 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6002 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67760 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55949 members 
Mstep: Class 25 contains 74091 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71777 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 60754 members 
Mstep: Class 32 contains 12794 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63959 members 
Mstep: Class 36 contains 18552 members 
Mstep: Class 37 contains 2513 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61335 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786400.000000 Penalty: 89804.523438
Iteration 456Q: 41 clusters Score -1.277864e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47392 members 
Mstep: Class 3 contains 65542 members 
Mstep: Class 4 contains 16037 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51097 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 55022 members 
Mstep: Class 11 contains 50361 members 
Mstep: Class 12 contains 64476 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 56743 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67727 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55896 members 
Mstep: Class 25 contains 73923 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71767 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 60311 members 
Mstep: Class 32 contains 12795 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63588 members 
Mstep: Class 36 contains 18760 members 
Mstep: Class 37 contains 2519 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61490 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786296.000000 Penalty: 89804.523438
Iteration 457Q: 41 clusters Score -1.277863e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47386 members 
Mstep: Class 3 contains 66088 members 
Mstep: Class 4 contains 16037 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 51090 members 
Mstep: Class 9 contains 13887 members 
Mstep: Class 10 contains 55115 members 
Mstep: Class 11 contains 50344 members 
Mstep: Class 12 contains 64622 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 56703 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5978 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67700 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55786 members 
Mstep: Class 25 contains 73790 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71768 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 59842 members 
Mstep: Class 32 contains 12792 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63196 members 
Mstep: Class 36 contains 18986 members 
Mstep: Class 37 contains 2529 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61667 members 
Mstep: Class 40 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786392.000000 Penalty: 89804.523438
Iteration 458Q: 41 clusters Score -1.277864e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47387 members 
Mstep: Class 3 contains 66557 members 
Mstep: Class 4 contains 16036 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 51075 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 55401 members 
Mstep: Class 11 contains 50311 members 
Mstep: Class 12 contains 64784 members 
Mstep: Class 13 contains 11814 members 
Mstep: Class 14 contains 56660 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67656 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55573 members 
Mstep: Class 25 contains 73651 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71772 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 59436 members 
Mstep: Class 32 contains 12785 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62809 members 
Mstep: Class 36 contains 19208 members 
Mstep: Class 37 contains 2534 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61802 members 
Mstep: Class 40 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786416.000000 Penalty: 89804.523438
Iteration 459Q: 41 clusters Score -1.277864e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47389 members 
Mstep: Class 3 contains 67044 members 
Mstep: Class 4 contains 16035 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 51042 members 
Mstep: Class 9 contains 13893 members 
Mstep: Class 10 contains 55816 members 
Mstep: Class 11 contains 50264 members 
Mstep: Class 12 contains 64920 members 
Mstep: Class 13 contains 11812 members 
Mstep: Class 14 contains 56626 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67594 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 55273 members 
Mstep: Class 25 contains 73549 members 
Mstep: Class 26 contains 13820 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71775 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 59076 members 
Mstep: Class 32 contains 12776 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62364 members 
Mstep: Class 36 contains 19419 members 
Mstep: Class 37 contains 2538 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61944 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786248.000000 Penalty: 89804.523438
Iteration 460F: 41 clusters Score -1.277862e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47384 members 
Mstep: Class 3 contains 67638 members 
Mstep: Class 4 contains 16035 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13652 members 
Mstep: Class 8 contains 51006 members 
Mstep: Class 9 contains 13891 members 
Mstep: Class 10 contains 56300 members 
Mstep: Class 11 contains 50223 members 
Mstep: Class 12 contains 65045 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 56582 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67433 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54890 members 
Mstep: Class 25 contains 73474 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71783 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 58710 members 
Mstep: Class 32 contains 12759 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61913 members 
Mstep: Class 36 contains 19644 members 
Mstep: Class 37 contains 2541 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 62124 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786584.000000 Penalty: 89804.523438
Iteration 461Q: 41 clusters Score -1.277866e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47385 members 
Mstep: Class 3 contains 68276 members 
Mstep: Class 4 contains 16035 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13651 members 
Mstep: Class 8 contains 50967 members 
Mstep: Class 9 contains 13901 members 
Mstep: Class 10 contains 56810 members 
Mstep: Class 11 contains 50183 members 
Mstep: Class 12 contains 65147 members 
Mstep: Class 13 contains 11803 members 
Mstep: Class 14 contains 56543 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67130 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54472 members 
Mstep: Class 25 contains 73407 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71786 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 58433 members 
Mstep: Class 32 contains 12749 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61579 members 
Mstep: Class 36 contains 19850 members 
Mstep: Class 37 contains 2546 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 62211 members 
Mstep: Class 40 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786600.000000 Penalty: 89804.523438
Iteration 462Q: 41 clusters Score -1.277866e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47389 members 
Mstep: Class 3 contains 68847 members 
Mstep: Class 4 contains 16034 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13651 members 
Mstep: Class 8 contains 50950 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 57299 members 
Mstep: Class 11 contains 50127 members 
Mstep: Class 12 contains 65208 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 56507 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 66904 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54001 members 
Mstep: Class 25 contains 73371 members 
Mstep: Class 26 contains 13820 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71796 members 
Mstep: Class 30 contains 6659 members 
Mstep: Class 31 contains 58283 members 
Mstep: Class 32 contains 12746 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61227 members 
Mstep: Class 36 contains 20086 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 62201 members 
Mstep: Class 40 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786760.000000 Penalty: 89804.523438
Iteration 463Q: 41 clusters Score -1.277868e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47398 members 
Mstep: Class 3 contains 69324 members 
Mstep: Class 4 contains 16033 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 13652 members 
Mstep: Class 8 contains 50871 members 
Mstep: Class 9 contains 13918 members 
Mstep: Class 10 contains 57781 members 
Mstep: Class 11 contains 50090 members 
Mstep: Class 12 contains 65262 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 56478 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 66648 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53548 members 
Mstep: Class 25 contains 73351 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71797 members 
Mstep: Class 30 contains 6653 members 
Mstep: Class 31 contains 58196 members 
Mstep: Class 32 contains 12741 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61022 members 
Mstep: Class 36 contains 20285 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 62168 members 
Mstep: Class 40 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786640.000000 Penalty: 89804.523438
Iteration 464Q: 41 clusters Score -1.277866e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47426 members 
Mstep: Class 3 contains 69653 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 50820 members 
Mstep: Class 9 contains 13920 members 
Mstep: Class 10 contains 58185 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 65299 members 
Mstep: Class 13 contains 11800 members 
Mstep: Class 14 contains 56429 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 66391 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53116 members 
Mstep: Class 25 contains 73367 members 
Mstep: Class 26 contains 13818 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71789 members 
Mstep: Class 30 contains 6647 members 
Mstep: Class 31 contains 58362 members 
Mstep: Class 32 contains 12732 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 60777 members 
Mstep: Class 36 contains 20489 members 
Mstep: Class 37 contains 2561 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 62098 members 
Mstep: Class 40 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786416.000000 Penalty: 89804.523438
Iteration 465Q: 41 clusters Score -1.277864e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47448 members 
Mstep: Class 3 contains 69784 members 
Mstep: Class 4 contains 16028 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 50762 members 
Mstep: Class 9 contains 13926 members 
Mstep: Class 10 contains 58658 members 
Mstep: Class 11 contains 49995 members 
Mstep: Class 12 contains 65314 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 56391 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 66254 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52732 members 
Mstep: Class 25 contains 73381 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71784 members 
Mstep: Class 30 contains 6635 members 
Mstep: Class 31 contains 58647 members 
Mstep: Class 32 contains 12732 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 60512 members 
Mstep: Class 36 contains 20700 members 
Mstep: Class 37 contains 2567 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61927 members 
Mstep: Class 40 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786456.000000 Penalty: 89804.523438
Iteration 466Q: 41 clusters Score -1.277865e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47452 members 
Mstep: Class 3 contains 69703 members 
Mstep: Class 4 contains 16028 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 50697 members 
Mstep: Class 9 contains 13938 members 
Mstep: Class 10 contains 59134 members 
Mstep: Class 11 contains 49928 members 
Mstep: Class 12 contains 65282 members 
Mstep: Class 13 contains 11802 members 
Mstep: Class 14 contains 56340 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5777 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 66168 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52412 members 
Mstep: Class 25 contains 73441 members 
Mstep: Class 26 contains 13820 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71783 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 59038 members 
Mstep: Class 32 contains 12724 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 60258 members 
Mstep: Class 36 contains 20895 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61758 members 
Mstep: Class 40 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786224.000000 Penalty: 89804.523438
Iteration 467Q: 41 clusters Score -1.277862e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47447 members 
Mstep: Class 3 contains 69461 members 
Mstep: Class 4 contains 16029 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 50676 members 
Mstep: Class 9 contains 13947 members 
Mstep: Class 10 contains 59563 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 65238 members 
Mstep: Class 13 contains 11801 members 
Mstep: Class 14 contains 56270 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5767 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 66092 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52168 members 
Mstep: Class 25 contains 73526 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71773 members 
Mstep: Class 30 contains 6643 members 
Mstep: Class 31 contains 59443 members 
Mstep: Class 32 contains 12719 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 60084 members 
Mstep: Class 36 contains 21134 members 
Mstep: Class 37 contains 2576 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61553 members 
Mstep: Class 40 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786072.000000 Penalty: 89804.523438
Iteration 468Q: 41 clusters Score -1.277861e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47473 members 
Mstep: Class 3 contains 69106 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 50637 members 
Mstep: Class 9 contains 13957 members 
Mstep: Class 10 contains 59888 members 
Mstep: Class 11 contains 49770 members 
Mstep: Class 12 contains 65181 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 56184 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 66005 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52017 members 
Mstep: Class 25 contains 73624 members 
Mstep: Class 26 contains 13813 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71774 members 
Mstep: Class 30 contains 6639 members 
Mstep: Class 31 contains 59995 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59912 members 
Mstep: Class 36 contains 21338 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61386 members 
Mstep: Class 40 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786448.000000 Penalty: 89804.523438
Iteration 469Q: 41 clusters Score -1.277864e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47456 members 
Mstep: Class 3 contains 68595 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 50586 members 
Mstep: Class 9 contains 13963 members 
Mstep: Class 10 contains 60070 members 
Mstep: Class 11 contains 49694 members 
Mstep: Class 12 contains 65133 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 56077 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 65977 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 51978 members 
Mstep: Class 25 contains 73748 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71775 members 
Mstep: Class 30 contains 6637 members 
Mstep: Class 31 contains 60652 members 
Mstep: Class 32 contains 12717 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59777 members 
Mstep: Class 36 contains 21532 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61253 members 
Mstep: Class 40 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786776.000000 Penalty: 89804.523438
Iteration 470Q: 41 clusters Score -1.277868e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47441 members 
Mstep: Class 3 contains 67936 members 
Mstep: Class 4 contains 16029 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 50519 members 
Mstep: Class 9 contains 13969 members 
Mstep: Class 10 contains 60198 members 
Mstep: Class 11 contains 49634 members 
Mstep: Class 12 contains 65067 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 65956 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52032 members 
Mstep: Class 25 contains 73878 members 
Mstep: Class 26 contains 13804 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71777 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 61354 members 
Mstep: Class 32 contains 12716 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59643 members 
Mstep: Class 36 contains 21708 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61144 members 
Mstep: Class 40 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786856.000000 Penalty: 89804.523438
Iteration 471Q: 41 clusters Score -1.277869e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47424 members 
Mstep: Class 3 contains 67197 members 
Mstep: Class 4 contains 16024 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 50460 members 
Mstep: Class 9 contains 13970 members 
Mstep: Class 10 contains 60300 members 
Mstep: Class 11 contains 49576 members 
Mstep: Class 12 contains 64988 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 55901 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5755 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 65990 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52186 members 
Mstep: Class 25 contains 74020 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71786 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 62124 members 
Mstep: Class 32 contains 12712 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59421 members 
Mstep: Class 36 contains 21890 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 61023 members 
Mstep: Class 40 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786832.000000 Penalty: 89804.523438
Iteration 472Q: 41 clusters Score -1.277868e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47421 members 
Mstep: Class 3 contains 66413 members 
Mstep: Class 4 contains 16023 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 50402 members 
Mstep: Class 9 contains 13982 members 
Mstep: Class 10 contains 60375 members 
Mstep: Class 11 contains 49528 members 
Mstep: Class 12 contains 64898 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 55800 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5754 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 66075 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52359 members 
Mstep: Class 25 contains 74177 members 
Mstep: Class 26 contains 13803 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71787 members 
Mstep: Class 30 contains 6642 members 
Mstep: Class 31 contains 62914 members 
Mstep: Class 32 contains 12702 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59180 members 
Mstep: Class 36 contains 22095 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60868 members 
Mstep: Class 40 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786616.000000 Penalty: 89804.523438
Iteration 473Q: 41 clusters Score -1.277866e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47434 members 
Mstep: Class 3 contains 65558 members 
Mstep: Class 4 contains 16024 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 50350 members 
Mstep: Class 9 contains 13987 members 
Mstep: Class 10 contains 60408 members 
Mstep: Class 11 contains 49481 members 
Mstep: Class 12 contains 64804 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 66181 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52472 members 
Mstep: Class 25 contains 74328 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71794 members 
Mstep: Class 30 contains 6645 members 
Mstep: Class 31 contains 63794 members 
Mstep: Class 32 contains 12691 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58969 members 
Mstep: Class 36 contains 22296 members 
Mstep: Class 37 contains 2575 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60719 members 
Mstep: Class 40 contains 3267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786896.000000 Penalty: 89804.523438
Iteration 474Q: 41 clusters Score -1.277869e+08 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47439 members 
Mstep: Class 3 contains 64603 members 
Mstep: Class 4 contains 16024 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13664 members 
Mstep: Class 8 contains 50292 members 
Mstep: Class 9 contains 13992 members 
Mstep: Class 10 contains 60411 members 
Mstep: Class 11 contains 49438 members 
Mstep: Class 12 contains 64713 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 55650 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 66354 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52592 members 
Mstep: Class 25 contains 74448 members 
Mstep: Class 26 contains 13810 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71790 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 64712 members 
Mstep: Class 32 contains 12685 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58821 members 
Mstep: Class 36 contains 22477 members 
Mstep: Class 37 contains 2574 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60576 members 
Mstep: Class 40 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787120.000000 Penalty: 89804.523438
Iteration 475Q: 41 clusters Score -1.277871e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47447 members 
Mstep: Class 3 contains 63537 members 
Mstep: Class 4 contains 16022 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 50240 members 
Mstep: Class 9 contains 14000 members 
Mstep: Class 10 contains 60612 members 
Mstep: Class 11 contains 49393 members 
Mstep: Class 12 contains 64597 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 55593 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 66565 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52631 members 
Mstep: Class 25 contains 74585 members 
Mstep: Class 26 contains 13808 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71798 members 
Mstep: Class 30 contains 6613 members 
Mstep: Class 31 contains 65524 members 
Mstep: Class 32 contains 12680 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58690 members 
Mstep: Class 36 contains 22667 members 
Mstep: Class 37 contains 2572 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60438 members 
Mstep: Class 40 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787128.000000 Penalty: 89804.523438
Iteration 476Q: 41 clusters Score -1.277871e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47454 members 
Mstep: Class 3 contains 62431 members 
Mstep: Class 4 contains 16021 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 50178 members 
Mstep: Class 9 contains 14007 members 
Mstep: Class 10 contains 60724 members 
Mstep: Class 11 contains 49372 members 
Mstep: Class 12 contains 64467 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 55536 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 66807 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52730 members 
Mstep: Class 25 contains 74713 members 
Mstep: Class 26 contains 13806 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71815 members 
Mstep: Class 30 contains 6618 members 
Mstep: Class 31 contains 66366 members 
Mstep: Class 32 contains 12667 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58600 members 
Mstep: Class 36 contains 22833 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60288 members 
Mstep: Class 40 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786968.000000 Penalty: 89804.523438
Iteration 477Q: 41 clusters Score -1.27787e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47433 members 
Mstep: Class 3 contains 61422 members 
Mstep: Class 4 contains 16020 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13668 members 
Mstep: Class 8 contains 50121 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 60993 members 
Mstep: Class 11 contains 49330 members 
Mstep: Class 12 contains 64350 members 
Mstep: Class 13 contains 11780 members 
Mstep: Class 14 contains 55492 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67083 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52786 members 
Mstep: Class 25 contains 74856 members 
Mstep: Class 26 contains 13806 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71819 members 
Mstep: Class 30 contains 6627 members 
Mstep: Class 31 contains 67116 members 
Mstep: Class 32 contains 12656 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58352 members 
Mstep: Class 36 contains 23006 members 
Mstep: Class 37 contains 2576 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 60142 members 
Mstep: Class 40 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787376.000000 Penalty: 89804.523438
Iteration 478Q: 41 clusters Score -1.277874e+08 nChanged 3719
Entering ConstructFrom: 
Score: -127787376.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -351730.718750 Penalty: 1290.402710
	Iteration 0F: 2 clusters Score -351730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -349128.812500 Penalty: 2580.805420
	Iteration 0F: 3 clusters Score -349128.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -349778.281250 Penalty: 2580.805420
	Iteration 1F: 3 clusters Score -349778.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -349961.906250 Penalty: 2580.805420
	Iteration 2F: 3 clusters Score -349961.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -350065.312500 Penalty: 2580.805420
	Iteration 3F: 3 clusters Score -350065.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -350141.093750 Penalty: 2580.805420
	Iteration 4Q: 3 clusters Score -350141.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -350182.437500 Penalty: 2580.805420
	Iteration 5Q: 3 clusters Score -350182.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -350218.375000 Penalty: 2580.805420
	Iteration 6Q: 3 clusters Score -350218.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -350248.500000 Penalty: 2580.805420
	Iteration 7Q: 3 clusters Score -350248.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -350272.343750 Penalty: 2580.805420
	Iteration 8Q: 3 clusters Score -350272.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -350307.156250 Penalty: 2580.805420
	Iteration 9Q: 3 clusters Score -350307.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -350338.250000 Penalty: 2580.805420
	Iteration 10Q: 3 clusters Score -350338.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -350365.312500 Penalty: 2580.805420
	Iteration 11Q: 3 clusters Score -350365.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -350389.500000 Penalty: 2580.805420
	Iteration 12Q: 3 clusters Score -350389.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -350404.656250 Penalty: 2580.805420
	Iteration 13Q: 3 clusters Score -350404.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -350426.687500 Penalty: 2580.805420
	Iteration 14Q: 3 clusters Score -350426.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -350448.156250 Penalty: 2580.805420
	Iteration 15Q: 3 clusters Score -350448.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -350471.250000 Penalty: 2580.805420
	Iteration 16Q: 3 clusters Score -350471.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -350509.375000 Penalty: 2580.805420
	Iteration 17Q: 3 clusters Score -350509.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -350552.343750 Penalty: 2580.805420
	Iteration 18Q: 3 clusters Score -350552.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -350593.281250 Penalty: 2580.805420
	Iteration 19Q: 3 clusters Score -350593.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -350624.093750 Penalty: 2580.805420
	Iteration 20F: 3 clusters Score -350624.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -350658.562500 Penalty: 2580.805420
	Iteration 21Q: 3 clusters Score -350658.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -350696.937500 Penalty: 2580.805420
	Iteration 22Q: 3 clusters Score -350696.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -350744.375000 Penalty: 2580.805420
	Iteration 23Q: 3 clusters Score -350744.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -350807.281250 Penalty: 2580.805420
	Iteration 24Q: 3 clusters Score -350807.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -350903.906250 Penalty: 2580.805420
	Iteration 25Q: 3 clusters Score -350903.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -351026.593750 Penalty: 2580.805420
	Iteration 26Q: 3 clusters Score -351026.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -351123.187500 Penalty: 2580.805420
	Iteration 27Q: 3 clusters Score -351123.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -351189.968750 Penalty: 2580.805420
	Iteration 28Q: 3 clusters Score -351190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -351217.625000 Penalty: 2580.805420
	Iteration 29Q: 3 clusters Score -351217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -351224.531250 Penalty: 2580.805420
	Iteration 30Q: 3 clusters Score -351224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -351227.312500 Penalty: 2580.805420
	Iteration 31Q: 3 clusters Score -351227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -351228.281250 Penalty: 2580.805420
	Iteration 32Q: 3 clusters Score -351228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -351228.406250 Penalty: 2580.805420
	Iteration 33Q: 3 clusters Score -351228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -351229.062500 Penalty: 2580.805420
	Iteration 34Q: 3 clusters Score -351229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -351229.750000 Penalty: 2580.805420
	Iteration 35Q: 3 clusters Score -351229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -351232.781250 Penalty: 2580.805420
	Iteration 36Q: 3 clusters Score -351232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -351233.750000 Penalty: 2580.805420
	Iteration 37Q: 3 clusters Score -351233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -351234.468750 Penalty: 2580.805420
	Iteration 38Q: 3 clusters Score -351234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -351235.406250 Penalty: 2580.805420
	Iteration 39Q: 3 clusters Score -351235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -351235.812500 Penalty: 2580.805420
	Iteration 40F: 3 clusters Score -351235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -351235.062500 Penalty: 2580.805420
	Iteration 41Q: 3 clusters Score -351235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -351235.718750 Penalty: 2580.805420
	Iteration 42Q: 3 clusters Score -351235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -351235.718750 Penalty: 2580.805420
	Iteration 43F: 3 clusters Score -351235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Entering Unmasked Estep 
Score: -5951571.500000 Penalty: 1749.622070
	Iteration 0F: 2 clusters Score -5951572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5920004.000000 Penalty: 3499.244141
	Iteration 0F: 3 clusters Score -5920004 nChanged 22127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5932314.000000 Penalty: 3499.244141
	Iteration 1F: 3 clusters Score -5932314 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5932829.000000 Penalty: 3499.244141
	Iteration 2Q: 3 clusters Score -5932829 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5933552.000000 Penalty: 3499.244141
	Iteration 3Q: 3 clusters Score -5933552 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5934602.500000 Penalty: 3499.244141
	Iteration 4Q: 3 clusters Score -5934602 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5936253.000000 Penalty: 3499.244141
	Iteration 5F: 3 clusters Score -5936253 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5939072.000000 Penalty: 3499.244141
	Iteration 6F: 3 clusters Score -5939072 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -5942950.500000 Penalty: 3499.244141
	Iteration 7F: 3 clusters Score -5942950 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5946535.500000 Penalty: 3499.244141
	Iteration 8F: 3 clusters Score -5946536 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5948565.500000 Penalty: 3499.244141
	Iteration 9Q: 3 clusters Score -5948566 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5949376.500000 Penalty: 3499.244141
	Iteration 10Q: 3 clusters Score -5949376 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5949723.000000 Penalty: 3499.244141
	Iteration 11Q: 3 clusters Score -5949723 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5949864.500000 Penalty: 3499.244141
	Iteration 12Q: 3 clusters Score -5949864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5949949.000000 Penalty: 3499.244141
	Iteration 13Q: 3 clusters Score -5949949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5949970.500000 Penalty: 3499.244141
	Iteration 14Q: 3 clusters Score -5949970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5950006.500000 Penalty: 3499.244141
	Iteration 15Q: 3 clusters Score -5950006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5950017.000000 Penalty: 3499.244141
	Iteration 16Q: 3 clusters Score -5950017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5950024.500000 Penalty: 3499.244141
	Iteration 17Q: 3 clusters Score -5950024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5950030.000000 Penalty: 3499.244141
	Iteration 18Q: 3 clusters Score -5950030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5950027.500000 Penalty: 3499.244141
	Iteration 19Q: 3 clusters Score -5950028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5950027.500000 Penalty: 3499.244141
	Iteration 20F: 3 clusters Score -5950028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Entering Unmasked Estep 
Score: -8025924.500000 Penalty: 1788.718994
	Iteration 0F: 2 clusters Score -8025924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -7985873.500000 Penalty: 3577.437988
	Iteration 0F: 3 clusters Score -7985874 nChanged 28398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -8001937.000000 Penalty: 3577.437988
	Iteration 1F: 3 clusters Score -8001937 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -8002335.500000 Penalty: 3577.437988
	Iteration 2Q: 3 clusters Score -8002336 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -8002715.500000 Penalty: 3577.437988
	Iteration 3Q: 3 clusters Score -8002716 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -8003082.500000 Penalty: 3577.437988
	Iteration 4Q: 3 clusters Score -8003082 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -8003520.000000 Penalty: 3577.437988
	Iteration 5Q: 3 clusters Score -8003520 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -8003916.000000 Penalty: 3577.437988
	Iteration 6Q: 3 clusters Score -8003916 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -8004452.000000 Penalty: 3577.437988
	Iteration 7Q: 3 clusters Score -8004452 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -8005169.500000 Penalty: 3577.437988
	Iteration 8Q: 3 clusters Score -8005170 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -8006248.000000 Penalty: 3577.437988
	Iteration 9Q: 3 clusters Score -8006248 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8007992.500000 Penalty: 3577.437988
	Iteration 10Q: 3 clusters Score -8007992 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -8010526.500000 Penalty: 3577.437988
	Iteration 11F: 3 clusters Score -8010526 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -8013290.000000 Penalty: 3577.437988
	Iteration 12F: 3 clusters Score -8013290 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -8015375.000000 Penalty: 3577.437988
	Iteration 13Q: 3 clusters Score -8015375 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -8016737.500000 Penalty: 3577.437988
	Iteration 14Q: 3 clusters Score -8016738 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -8017585.000000 Penalty: 3577.437988
	Iteration 15Q: 3 clusters Score -8017585 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8018252.500000 Penalty: 3577.437988
	Iteration 16Q: 3 clusters Score -8018252 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -8018783.000000 Penalty: 3577.437988
	Iteration 17Q: 3 clusters Score -8018783 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8019298.000000 Penalty: 3577.437988
	Iteration 18Q: 3 clusters Score -8019298 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8019967.500000 Penalty: 3577.437988
	Iteration 19Q: 3 clusters Score -8019968 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8020619.000000 Penalty: 3577.437988
	Iteration 20F: 3 clusters Score -8020619 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8021246.500000 Penalty: 3577.437988
	Iteration 21Q: 3 clusters Score -8021246 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8021804.000000 Penalty: 3577.437988
	Iteration 22Q: 3 clusters Score -8021804 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8022439.000000 Penalty: 3577.437988
	Iteration 23Q: 3 clusters Score -8022439 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8022976.500000 Penalty: 3577.437988
	Iteration 24Q: 3 clusters Score -8022976 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8023395.500000 Penalty: 3577.437988
	Iteration 25Q: 3 clusters Score -8023396 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8023737.500000 Penalty: 3577.437988
	Iteration 26Q: 3 clusters Score -8023738 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8023965.000000 Penalty: 3577.437988
	Iteration 27Q: 3 clusters Score -8023965 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8024072.500000 Penalty: 3577.437988
	Iteration 28Q: 3 clusters Score -8024072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8024161.500000 Penalty: 3577.437988
	Iteration 29Q: 3 clusters Score -8024162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8024219.000000 Penalty: 3577.437988
	Iteration 30Q: 3 clusters Score -8024219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8024248.000000 Penalty: 3577.437988
	Iteration 31Q: 3 clusters Score -8024248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8024287.000000 Penalty: 3577.437988
	Iteration 32Q: 3 clusters Score -8024287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8024295.500000 Penalty: 3577.437988
	Iteration 33Q: 3 clusters Score -8024296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8024314.000000 Penalty: 3577.437988
	Iteration 34Q: 3 clusters Score -8024314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8024311.000000 Penalty: 3577.437988
	Iteration 35Q: 3 clusters Score -8024311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8024326.000000 Penalty: 3577.437988
	Iteration 36Q: 3 clusters Score -8024326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8024342.500000 Penalty: 3577.437988
	Iteration 37Q: 3 clusters Score -8024342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8024342.500000 Penalty: 3577.437988
	Iteration 38Q: 3 clusters Score -8024342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8024341.000000 Penalty: 3577.437988
	Iteration 39Q: 3 clusters Score -8024341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8024341.000000 Penalty: 3577.437988
	Iteration 40F: 3 clusters Score -8024341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Entering Unmasked Estep 
Score: -2054588.875000 Penalty: 1573.218262
	Iteration 0F: 2 clusters Score -2054589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2043537.625000 Penalty: 3146.436523
	Iteration 0F: 3 clusters Score -2043538 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2047387.375000 Penalty: 3146.436523
	Iteration 1F: 3 clusters Score -2047387 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2047721.875000 Penalty: 3146.436523
	Iteration 2F: 3 clusters Score -2047722 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2048099.250000 Penalty: 3146.436523
	Iteration 3F: 3 clusters Score -2048099 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2048425.875000 Penalty: 3146.436523
	Iteration 4Q: 3 clusters Score -2048426 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2048771.625000 Penalty: 3146.436523
	Iteration 5Q: 3 clusters Score -2048772 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2049086.625000 Penalty: 3146.436523
	Iteration 6Q: 3 clusters Score -2049087 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2049430.000000 Penalty: 3146.436523
	Iteration 7Q: 3 clusters Score -2049430 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2049794.625000 Penalty: 3146.436523
	Iteration 8Q: 3 clusters Score -2049795 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2050138.000000 Penalty: 3146.436523
	Iteration 9Q: 3 clusters Score -2050138 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2050511.500000 Penalty: 3146.436523
	Iteration 10Q: 3 clusters Score -2050512 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2050866.125000 Penalty: 3146.436523
	Iteration 11Q: 3 clusters Score -2050866 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2051227.625000 Penalty: 3146.436523
	Iteration 12Q: 3 clusters Score -2051228 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2051545.750000 Penalty: 3146.436523
	Iteration 13Q: 3 clusters Score -2051546 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2051839.625000 Penalty: 3146.436523
	Iteration 14Q: 3 clusters Score -2051840 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2052124.875000 Penalty: 3146.436523
	Iteration 15Q: 3 clusters Score -2052125 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2052356.750000 Penalty: 3146.436523
	Iteration 16Q: 3 clusters Score -2052357 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2052554.500000 Penalty: 3146.436523
	Iteration 17Q: 3 clusters Score -2052554 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2052707.375000 Penalty: 3146.436523
	Iteration 18Q: 3 clusters Score -2052707 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2052843.375000 Penalty: 3146.436523
	Iteration 19Q: 3 clusters Score -2052843 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2052952.625000 Penalty: 3146.436523
	Iteration 20F: 3 clusters Score -2052953 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2053039.750000 Penalty: 3146.436523
	Iteration 21Q: 3 clusters Score -2053040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2053099.875000 Penalty: 3146.436523
	Iteration 22Q: 3 clusters Score -2053100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2053151.375000 Penalty: 3146.436523
	Iteration 23Q: 3 clusters Score -2053151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2053185.500000 Penalty: 3146.436523
	Iteration 24Q: 3 clusters Score -2053186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2053215.750000 Penalty: 3146.436523
	Iteration 25Q: 3 clusters Score -2053216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2053236.000000 Penalty: 3146.436523
	Iteration 26Q: 3 clusters Score -2053236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2053250.625000 Penalty: 3146.436523
	Iteration 27Q: 3 clusters Score -2053251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2053253.875000 Penalty: 3146.436523
	Iteration 28Q: 3 clusters Score -2053254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2053259.500000 Penalty: 3146.436523
	Iteration 29Q: 3 clusters Score -2053260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2053265.750000 Penalty: 3146.436523
	Iteration 30Q: 3 clusters Score -2053266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2053266.000000 Penalty: 3146.436523
	Iteration 31Q: 3 clusters Score -2053266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2053276.000000 Penalty: 3146.436523
	Iteration 32Q: 3 clusters Score -2053276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2053276.000000 Penalty: 3146.436523
	Iteration 33Q: 3 clusters Score -2053276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2053277.625000 Penalty: 3146.436523
	Iteration 34Q: 3 clusters Score -2053278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2053279.750000 Penalty: 3146.436523
	Iteration 35Q: 3 clusters Score -2053280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2053284.500000 Penalty: 3146.436523
	Iteration 36Q: 3 clusters Score -2053284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2053287.875000 Penalty: 3146.436523
	Iteration 37Q: 3 clusters Score -2053288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2053292.000000 Penalty: 3146.436523
	Iteration 38Q: 3 clusters Score -2053292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2053294.500000 Penalty: 3146.436523
	Iteration 39Q: 3 clusters Score -2053294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2053300.750000 Penalty: 3146.436523
	Iteration 40F: 3 clusters Score -2053301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2053301.125000 Penalty: 3146.436523
	Iteration 41Q: 3 clusters Score -2053301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2053306.500000 Penalty: 3146.436523
	Iteration 42Q: 3 clusters Score -2053306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2053306.625000 Penalty: 3146.436523
	Iteration 43Q: 3 clusters Score -2053307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2053309.250000 Penalty: 3146.436523
	Iteration 44Q: 3 clusters Score -2053309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2053312.500000 Penalty: 3146.436523
	Iteration 45Q: 3 clusters Score -2053312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2053313.750000 Penalty: 3146.436523
	Iteration 46Q: 3 clusters Score -2053314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2053317.250000 Penalty: 3146.436523
	Iteration 47Q: 3 clusters Score -2053317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2053324.625000 Penalty: 3146.436523
	Iteration 48Q: 3 clusters Score -2053325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2053324.000000 Penalty: 3146.436523
	Iteration 49Q: 3 clusters Score -2053324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2053324.000000 Penalty: 3146.436523
	Iteration 50F: 3 clusters Score -2053324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -614679.500000 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -614679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -610800.812500 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -610800.8 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -611825.875000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -611825.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -611977.187500 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -611977.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -612082.937500 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -612082.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -612155.500000 Penalty: 2754.752930
	Iteration 4Q: 3 clusters Score -612155.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -612202.625000 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -612202.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -612238.000000 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -612238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -612282.812500 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -612282.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -612323.312500 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -612323.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -612356.125000 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -612356.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -612390.250000 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -612390.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -612420.500000 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -612420.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -612460.625000 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -612460.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -612504.375000 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -612504.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -612540.687500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -612540.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -612588.312500 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -612588.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -612638.562500 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -612638.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -612692.625000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -612692.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -612757.937500 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -612757.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -612810.000000 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -612810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -612854.562500 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -612854.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -612898.375000 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -612898.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -612945.375000 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -612945.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -612981.062500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -612981.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -613017.562500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -613017.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -613045.937500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -613045.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -613072.875000 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -613072.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -613096.062500 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -613096.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -613123.875000 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -613123.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -613143.875000 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -613143.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -613161.125000 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -613161.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -613179.500000 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -613179.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -613196.000000 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -613196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -613209.375000 Penalty: 2754.752930
	Iteration 33Q: 3 clusters Score -613209.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -613218.250000 Penalty: 2754.752930
	Iteration 34Q: 3 clusters Score -613218.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -613227.875000 Penalty: 2754.752930
	Iteration 35Q: 3 clusters Score -613227.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -613237.437500 Penalty: 2754.752930
	Iteration 36Q: 3 clusters Score -613237.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -613245.937500 Penalty: 2754.752930
	Iteration 37Q: 3 clusters Score -613245.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -613255.875000 Penalty: 2754.752930
	Iteration 38Q: 3 clusters Score -613255.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -613265.437500 Penalty: 2754.752930
	Iteration 39Q: 3 clusters Score -613265.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -613274.812500 Penalty: 2754.752930
	Iteration 40F: 3 clusters Score -613274.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -613283.062500 Penalty: 2754.752930
	Iteration 41Q: 3 clusters Score -613283.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -613289.875000 Penalty: 2754.752930
	Iteration 42Q: 3 clusters Score -613289.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -613297.000000 Penalty: 2754.752930
	Iteration 43Q: 3 clusters Score -613297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -613299.812500 Penalty: 2754.752930
	Iteration 44Q: 3 clusters Score -613299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -613304.562500 Penalty: 2754.752930
	Iteration 45Q: 3 clusters Score -613304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -613309.312500 Penalty: 2754.752930
	Iteration 46Q: 3 clusters Score -613309.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -613310.187500 Penalty: 2754.752930
	Iteration 47Q: 3 clusters Score -613310.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -613314.375000 Penalty: 2754.752930
	Iteration 48Q: 3 clusters Score -613314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -613314.625000 Penalty: 2754.752930
	Iteration 49Q: 3 clusters Score -613314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -613316.062500 Penalty: 2754.752930
	Iteration 50Q: 3 clusters Score -613316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -613316.125000 Penalty: 2754.752930
	Iteration 51Q: 3 clusters Score -613316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -613315.625000 Penalty: 2754.752930
	Iteration 52Q: 3 clusters Score -613315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -613316.500000 Penalty: 2754.752930
	Iteration 53Q: 3 clusters Score -613316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -613318.625000 Penalty: 2754.752930
	Iteration 54Q: 3 clusters Score -613318.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -613318.625000 Penalty: 2754.752930
	Iteration 55F: 3 clusters Score -613318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -812570.687500 Penalty: 1424.589844
	Iteration 0F: 2 clusters Score -812570.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -807634.312500 Penalty: 2849.179688
	Iteration 0F: 3 clusters Score -807634.3 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -809154.375000 Penalty: 2849.179688
	Iteration 1F: 3 clusters Score -809154.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -809442.500000 Penalty: 2849.179688
	Iteration 2F: 3 clusters Score -809442.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -809664.687500 Penalty: 2849.179688
	Iteration 3F: 3 clusters Score -809664.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -809834.187500 Penalty: 2849.179688
	Iteration 4Q: 3 clusters Score -809834.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -809998.312500 Penalty: 2849.179688
	Iteration 5Q: 3 clusters Score -809998.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -810178.000000 Penalty: 2849.179688
	Iteration 6Q: 3 clusters Score -810178 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -810332.562500 Penalty: 2849.179688
	Iteration 7Q: 3 clusters Score -810332.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -810456.687500 Penalty: 2849.179688
	Iteration 8Q: 3 clusters Score -810456.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -810561.875000 Penalty: 2849.179688
	Iteration 9Q: 3 clusters Score -810561.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -810653.562500 Penalty: 2849.179688
	Iteration 10Q: 3 clusters Score -810653.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -810723.250000 Penalty: 2849.179688
	Iteration 11Q: 3 clusters Score -810723.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -810779.375000 Penalty: 2849.179688
	Iteration 12Q: 3 clusters Score -810779.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -810841.875000 Penalty: 2849.179688
	Iteration 13Q: 3 clusters Score -810841.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -810892.375000 Penalty: 2849.179688
	Iteration 14Q: 3 clusters Score -810892.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -810952.000000 Penalty: 2849.179688
	Iteration 15Q: 3 clusters Score -810952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -811002.062500 Penalty: 2849.179688
	Iteration 16Q: 3 clusters Score -811002.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -811035.375000 Penalty: 2849.179688
	Iteration 17Q: 3 clusters Score -811035.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -811056.875000 Penalty: 2849.179688
	Iteration 18Q: 3 clusters Score -811056.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -811073.062500 Penalty: 2849.179688
	Iteration 19Q: 3 clusters Score -811073.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -811088.625000 Penalty: 2849.179688
	Iteration 20F: 3 clusters Score -811088.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -811099.125000 Penalty: 2849.179688
	Iteration 21Q: 3 clusters Score -811099.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -811112.812500 Penalty: 2849.179688
	Iteration 22Q: 3 clusters Score -811112.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -811117.312500 Penalty: 2849.179688
	Iteration 23Q: 3 clusters Score -811117.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -811125.812500 Penalty: 2849.179688
	Iteration 24Q: 3 clusters Score -811125.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -811131.125000 Penalty: 2849.179688
	Iteration 25Q: 3 clusters Score -811131.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -811140.250000 Penalty: 2849.179688
	Iteration 26Q: 3 clusters Score -811140.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -811147.812500 Penalty: 2849.179688
	Iteration 27Q: 3 clusters Score -811147.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -811152.562500 Penalty: 2849.179688
	Iteration 28Q: 3 clusters Score -811152.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -811158.187500 Penalty: 2849.179688
	Iteration 29Q: 3 clusters Score -811158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -811160.437500 Penalty: 2849.179688
	Iteration 30Q: 3 clusters Score -811160.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -811168.937500 Penalty: 2849.179688
	Iteration 31Q: 3 clusters Score -811168.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -811175.875000 Penalty: 2849.179688
	Iteration 32Q: 3 clusters Score -811175.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -811180.062500 Penalty: 2849.179688
	Iteration 33Q: 3 clusters Score -811180.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -811188.000000 Penalty: 2849.179688
	Iteration 34Q: 3 clusters Score -811188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -811191.687500 Penalty: 2849.179688
	Iteration 35Q: 3 clusters Score -811191.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -811195.250000 Penalty: 2849.179688
	Iteration 36Q: 3 clusters Score -811195.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -811200.187500 Penalty: 2849.179688
	Iteration 37Q: 3 clusters Score -811200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -811207.750000 Penalty: 2849.179688
	Iteration 38Q: 3 clusters Score -811207.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -811213.750000 Penalty: 2849.179688
	Iteration 39Q: 3 clusters Score -811213.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -811219.312500 Penalty: 2849.179688
	Iteration 40F: 3 clusters Score -811219.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -811221.312500 Penalty: 2849.179688
	Iteration 41Q: 3 clusters Score -811221.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -811229.187500 Penalty: 2849.179688
	Iteration 42Q: 3 clusters Score -811229.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -811234.375000 Penalty: 2849.179688
	Iteration 43Q: 3 clusters Score -811234.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -811240.375000 Penalty: 2849.179688
	Iteration 44Q: 3 clusters Score -811240.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -811248.062500 Penalty: 2849.179688
	Iteration 45Q: 3 clusters Score -811248.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -811258.625000 Penalty: 2849.179688
	Iteration 46Q: 3 clusters Score -811258.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -811270.375000 Penalty: 2849.179688
	Iteration 47Q: 3 clusters Score -811270.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -811277.875000 Penalty: 2849.179688
	Iteration 48Q: 3 clusters Score -811277.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -811291.187500 Penalty: 2849.179688
	Iteration 49Q: 3 clusters Score -811291.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -811298.187500 Penalty: 2849.179688
	Iteration 50Q: 3 clusters Score -811298.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -811308.937500 Penalty: 2849.179688
	Iteration 51Q: 3 clusters Score -811308.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -811322.625000 Penalty: 2849.179688
	Iteration 52Q: 3 clusters Score -811322.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -811331.875000 Penalty: 2849.179688
	Iteration 53Q: 3 clusters Score -811331.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -811340.187500 Penalty: 2849.179688
	Iteration 54Q: 3 clusters Score -811340.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -811347.312500 Penalty: 2849.179688
	Iteration 55Q: 3 clusters Score -811347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -811354.875000 Penalty: 2849.179688
	Iteration 56Q: 3 clusters Score -811354.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -811366.750000 Penalty: 2849.179688
	Iteration 57Q: 3 clusters Score -811366.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -811373.562500 Penalty: 2849.179688
	Iteration 58Q: 3 clusters Score -811373.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -811379.187500 Penalty: 2849.179688
	Iteration 59Q: 3 clusters Score -811379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -811383.437500 Penalty: 2849.179688
	Iteration 60F: 3 clusters Score -811383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -811385.687500 Penalty: 2849.179688
	Iteration 61Q: 3 clusters Score -811385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -811388.937500 Penalty: 2849.179688
	Iteration 62Q: 3 clusters Score -811388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -811389.937500 Penalty: 2849.179688
	Iteration 63Q: 3 clusters Score -811389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -811392.625000 Penalty: 2849.179688
	Iteration 64Q: 3 clusters Score -811392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -811393.937500 Penalty: 2849.179688
	Iteration 65Q: 3 clusters Score -811393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -811395.250000 Penalty: 2849.179688
	Iteration 66Q: 3 clusters Score -811395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -811397.062500 Penalty: 2849.179688
	Iteration 67Q: 3 clusters Score -811397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -811399.937500 Penalty: 2849.179688
	Iteration 68Q: 3 clusters Score -811399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -811406.125000 Penalty: 2849.179688
	Iteration 69Q: 3 clusters Score -811406.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -811410.375000 Penalty: 2849.179688
	Iteration 70Q: 3 clusters Score -811410.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -811415.937500 Penalty: 2849.179688
	Iteration 71Q: 3 clusters Score -811415.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -811423.687500 Penalty: 2849.179688
	Iteration 72Q: 3 clusters Score -811423.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -811435.125000 Penalty: 2849.179688
	Iteration 73Q: 3 clusters Score -811435.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -811443.000000 Penalty: 2849.179688
	Iteration 74Q: 3 clusters Score -811443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -811453.937500 Penalty: 2849.179688
	Iteration 75Q: 3 clusters Score -811453.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -811465.625000 Penalty: 2849.179688
	Iteration 76Q: 3 clusters Score -811465.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -811470.812500 Penalty: 2849.179688
	Iteration 77Q: 3 clusters Score -811470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -811475.250000 Penalty: 2849.179688
	Iteration 78Q: 3 clusters Score -811475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -811481.125000 Penalty: 2849.179688
	Iteration 79Q: 3 clusters Score -811481.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -811487.062500 Penalty: 2849.179688
	Iteration 80F: 3 clusters Score -811487.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -811494.250000 Penalty: 2849.179688
	Iteration 81Q: 3 clusters Score -811494.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -811499.562500 Penalty: 2849.179688
	Iteration 82Q: 3 clusters Score -811499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -811503.500000 Penalty: 2849.179688
	Iteration 83Q: 3 clusters Score -811503.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -811509.125000 Penalty: 2849.179688
	Iteration 84Q: 3 clusters Score -811509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -811511.875000 Penalty: 2849.179688
	Iteration 85Q: 3 clusters Score -811511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -811514.125000 Penalty: 2849.179688
	Iteration 86Q: 3 clusters Score -811514.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -811519.125000 Penalty: 2849.179688
	Iteration 87Q: 3 clusters Score -811519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -811518.500000 Penalty: 2849.179688
	Iteration 88Q: 3 clusters Score -811518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -811520.312500 Penalty: 2849.179688
	Iteration 89Q: 3 clusters Score -811520.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -811523.687500 Penalty: 2849.179688
	Iteration 90Q: 3 clusters Score -811523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -811523.750000 Penalty: 2849.179688
	Iteration 91Q: 3 clusters Score -811523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -811523.062500 Penalty: 2849.179688
	Iteration 92Q: 3 clusters Score -811523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -811525.750000 Penalty: 2849.179688
	Iteration 93Q: 3 clusters Score -811525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -811527.625000 Penalty: 2849.179688
	Iteration 94Q: 3 clusters Score -811527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -811530.125000 Penalty: 2849.179688
	Iteration 95Q: 3 clusters Score -811530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -811529.125000 Penalty: 2849.179688
	Iteration 96Q: 3 clusters Score -811529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -811530.750000 Penalty: 2849.179688
	Iteration 97Q: 3 clusters Score -811530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -811530.500000 Penalty: 2849.179688
	Iteration 98Q: 3 clusters Score -811530.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -811530.500000 Penalty: 2849.179688
	Iteration 99F: 3 clusters Score -811530.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1620279.000000 Penalty: 1547.468872
	Iteration 0F: 2 clusters Score -1620279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1610739.750000 Penalty: 3094.937744
	Iteration 0F: 3 clusters Score -1610740 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1614075.000000 Penalty: 3094.937744
	Iteration 1F: 3 clusters Score -1614075 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1614516.875000 Penalty: 3094.937744
	Iteration 2F: 3 clusters Score -1614517 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1614948.625000 Penalty: 3094.937744
	Iteration 3F: 3 clusters Score -1614949 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1615359.875000 Penalty: 3094.937744
	Iteration 4F: 3 clusters Score -1615360 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1615753.250000 Penalty: 3094.937744
	Iteration 5F: 3 clusters Score -1615753 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1616178.500000 Penalty: 3094.937744
	Iteration 6F: 3 clusters Score -1616178 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1616622.250000 Penalty: 3094.937744
	Iteration 7F: 3 clusters Score -1616622 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1617057.375000 Penalty: 3094.937744
	Iteration 8Q: 3 clusters Score -1617057 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1617427.625000 Penalty: 3094.937744
	Iteration 9Q: 3 clusters Score -1617428 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1617744.625000 Penalty: 3094.937744
	Iteration 10Q: 3 clusters Score -1617745 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1618018.875000 Penalty: 3094.937744
	Iteration 11Q: 3 clusters Score -1618019 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1618320.625000 Penalty: 3094.937744
	Iteration 12Q: 3 clusters Score -1618321 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1618614.625000 Penalty: 3094.937744
	Iteration 13Q: 3 clusters Score -1618615 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1618903.625000 Penalty: 3094.937744
	Iteration 14Q: 3 clusters Score -1618904 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1619123.000000 Penalty: 3094.937744
	Iteration 15Q: 3 clusters Score -1619123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1619280.625000 Penalty: 3094.937744
	Iteration 16Q: 3 clusters Score -1619281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1619404.125000 Penalty: 3094.937744
	Iteration 17Q: 3 clusters Score -1619404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1619492.125000 Penalty: 3094.937744
	Iteration 18Q: 3 clusters Score -1619492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1619546.250000 Penalty: 3094.937744
	Iteration 19Q: 3 clusters Score -1619546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1619611.375000 Penalty: 3094.937744
	Iteration 20F: 3 clusters Score -1619611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1619651.250000 Penalty: 3094.937744
	Iteration 21Q: 3 clusters Score -1619651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1619703.125000 Penalty: 3094.937744
	Iteration 22Q: 3 clusters Score -1619703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1619741.125000 Penalty: 3094.937744
	Iteration 23Q: 3 clusters Score -1619741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1619757.000000 Penalty: 3094.937744
	Iteration 24Q: 3 clusters Score -1619757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1619768.750000 Penalty: 3094.937744
	Iteration 25Q: 3 clusters Score -1619769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1619790.000000 Penalty: 3094.937744
	Iteration 26Q: 3 clusters Score -1619790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1619796.750000 Penalty: 3094.937744
	Iteration 27Q: 3 clusters Score -1619797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1619802.375000 Penalty: 3094.937744
	Iteration 28Q: 3 clusters Score -1619802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1619804.125000 Penalty: 3094.937744
	Iteration 29Q: 3 clusters Score -1619804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1619808.375000 Penalty: 3094.937744
	Iteration 30Q: 3 clusters Score -1619808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1619809.000000 Penalty: 3094.937744
	Iteration 31Q: 3 clusters Score -1619809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1619806.000000 Penalty: 3094.937744
	Iteration 32Q: 3 clusters Score -1619806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1619807.375000 Penalty: 3094.937744
	Iteration 33Q: 3 clusters Score -1619807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1619807.000000 Penalty: 3094.937744
	Iteration 34Q: 3 clusters Score -1619807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1619807.000000 Penalty: 3094.937744
	Iteration 35F: 3 clusters Score -1619807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Entering Unmasked Estep 
Score: -6611665.500000 Penalty: 1758.463989
	Iteration 0F: 2 clusters Score -6611666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -6578272.000000 Penalty: 3516.927979
	Iteration 0F: 3 clusters Score -6578272 nChanged 23474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -6591481.000000 Penalty: 3516.927979
	Iteration 1F: 3 clusters Score -6591481 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -6592085.500000 Penalty: 3516.927979
	Iteration 2Q: 3 clusters Score -6592086 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6592913.000000 Penalty: 3516.927979
	Iteration 3Q: 3 clusters Score -6592913 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -6594176.000000 Penalty: 3516.927979
	Iteration 4F: 3 clusters Score -6594176 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6596073.000000 Penalty: 3516.927979
	Iteration 5F: 3 clusters Score -6596073 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -6598721.000000 Penalty: 3516.927979
	Iteration 6F: 3 clusters Score -6598721 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -6601918.000000 Penalty: 3516.927979
	Iteration 7F: 3 clusters Score -6601918 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -6604703.500000 Penalty: 3516.927979
	Iteration 8F: 3 clusters Score -6604704 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -6606349.500000 Penalty: 3516.927979
	Iteration 9Q: 3 clusters Score -6606350 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -6607183.000000 Penalty: 3516.927979
	Iteration 10Q: 3 clusters Score -6607183 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -6607677.500000 Penalty: 3516.927979
	Iteration 11Q: 3 clusters Score -6607678 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -6608079.000000 Penalty: 3516.927979
	Iteration 12Q: 3 clusters Score -6608079 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -6608495.000000 Penalty: 3516.927979
	Iteration 13Q: 3 clusters Score -6608495 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -6608883.000000 Penalty: 3516.927979
	Iteration 14Q: 3 clusters Score -6608883 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -6609284.000000 Penalty: 3516.927979
	Iteration 15Q: 3 clusters Score -6609284 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -6609561.000000 Penalty: 3516.927979
	Iteration 16Q: 3 clusters Score -6609561 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6609776.000000 Penalty: 3516.927979
	Iteration 17Q: 3 clusters Score -6609776 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -6609931.000000 Penalty: 3516.927979
	Iteration 18Q: 3 clusters Score -6609931 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -6610062.000000 Penalty: 3516.927979
	Iteration 19Q: 3 clusters Score -6610062 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -6610120.000000 Penalty: 3516.927979
	Iteration 20F: 3 clusters Score -6610120 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -6610161.000000 Penalty: 3516.927979
	Iteration 21Q: 3 clusters Score -6610161 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -6610238.000000 Penalty: 3516.927979
	Iteration 22Q: 3 clusters Score -6610238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -6610262.500000 Penalty: 3516.927979
	Iteration 23Q: 3 clusters Score -6610262 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -6610290.000000 Penalty: 3516.927979
	Iteration 24Q: 3 clusters Score -6610290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6610303.000000 Penalty: 3516.927979
	Iteration 25Q: 3 clusters Score -6610303 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -6610346.500000 Penalty: 3516.927979
	Iteration 26Q: 3 clusters Score -6610346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -6610361.000000 Penalty: 3516.927979
	Iteration 27Q: 3 clusters Score -6610361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6610368.000000 Penalty: 3516.927979
	Iteration 28Q: 3 clusters Score -6610368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -6610379.500000 Penalty: 3516.927979
	Iteration 29Q: 3 clusters Score -6610380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6610411.000000 Penalty: 3516.927979
	Iteration 30Q: 3 clusters Score -6610411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -6610406.000000 Penalty: 3516.927979
	Iteration 31Q: 3 clusters Score -6610406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6610404.500000 Penalty: 3516.927979
	Iteration 32Q: 3 clusters Score -6610404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -6610415.000000 Penalty: 3516.927979
	Iteration 33Q: 3 clusters Score -6610415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -6610409.000000 Penalty: 3516.927979
	Iteration 34Q: 3 clusters Score -6610409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -6610421.000000 Penalty: 3516.927979
	Iteration 35Q: 3 clusters Score -6610421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6610411.000000 Penalty: 3516.927979
	Iteration 36Q: 3 clusters Score -6610411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -6610412.000000 Penalty: 3516.927979
	Iteration 37Q: 3 clusters Score -6610412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6610440.000000 Penalty: 3516.927979
	Iteration 38Q: 3 clusters Score -6610440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -6610443.000000 Penalty: 3516.927979
	Iteration 39Q: 3 clusters Score -6610443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -6610444.000000 Penalty: 3516.927979
	Iteration 40F: 3 clusters Score -6610444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6610435.000000 Penalty: 3516.927979
	Iteration 41Q: 3 clusters Score -6610435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6610433.500000 Penalty: 3516.927979
	Iteration 42Q: 3 clusters Score -6610434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6610431.000000 Penalty: 3516.927979
	Iteration 43Q: 3 clusters Score -6610431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -6610445.500000 Penalty: 3516.927979
	Iteration 44Q: 3 clusters Score -6610446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -6610462.000000 Penalty: 3516.927979
	Iteration 45Q: 3 clusters Score -6610462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -6610456.000000 Penalty: 3516.927979
	Iteration 46Q: 3 clusters Score -6610456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6610466.000000 Penalty: 3516.927979
	Iteration 47Q: 3 clusters Score -6610466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -6610467.000000 Penalty: 3516.927979
	Iteration 48Q: 3 clusters Score -6610467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -6610463.500000 Penalty: 3516.927979
	Iteration 49Q: 3 clusters Score -6610464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6610468.500000 Penalty: 3516.927979
	Iteration 50Q: 3 clusters Score -6610468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -6610466.500000 Penalty: 3516.927979
	Iteration 51Q: 3 clusters Score -6610466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6610469.500000 Penalty: 3516.927979
	Iteration 52Q: 3 clusters Score -6610470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6610476.500000 Penalty: 3516.927979
	Iteration 53Q: 3 clusters Score -6610476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6610481.500000 Penalty: 3516.927979
	Iteration 54Q: 3 clusters Score -6610482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6610482.500000 Penalty: 3516.927979
	Iteration 55Q: 3 clusters Score -6610482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6610481.000000 Penalty: 3516.927979
	Iteration 56Q: 3 clusters Score -6610481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6610482.000000 Penalty: 3516.927979
	Iteration 57Q: 3 clusters Score -6610482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -6610480.000000 Penalty: 3516.927979
	Iteration 58Q: 3 clusters Score -6610480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -6610481.000000 Penalty: 3516.927979
	Iteration 59Q: 3 clusters Score -6610481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -6610486.000000 Penalty: 3516.927979
	Iteration 60F: 3 clusters Score -6610486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -6610496.500000 Penalty: 3516.927979
	Iteration 61Q: 3 clusters Score -6610496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -6610493.000000 Penalty: 3516.927979
	Iteration 62Q: 3 clusters Score -6610493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -6610492.000000 Penalty: 3516.927979
	Iteration 63Q: 3 clusters Score -6610492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6610487.000000 Penalty: 3516.927979
	Iteration 64Q: 3 clusters Score -6610487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -6610483.000000 Penalty: 3516.927979
	Iteration 65Q: 3 clusters Score -6610483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -6610479.500000 Penalty: 3516.927979
	Iteration 66Q: 3 clusters Score -6610480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6610479.500000 Penalty: 3516.927979
	Iteration 67Q: 3 clusters Score -6610480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6610479.500000 Penalty: 3516.927979
	Iteration 68F: 3 clusters Score -6610480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Entering Unmasked Estep 
Score: -1758171.500000 Penalty: 1551.438354
	Iteration 0F: 2 clusters Score -1758172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1748423.625000 Penalty: 3102.876709
	Iteration 0F: 3 clusters Score -1748424 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1751804.625000 Penalty: 3102.876709
	Iteration 1F: 3 clusters Score -1751805 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1752106.875000 Penalty: 3102.876709
	Iteration 2F: 3 clusters Score -1752107 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1752401.375000 Penalty: 3102.876709
	Iteration 3Q: 3 clusters Score -1752401 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1752830.250000 Penalty: 3102.876709
	Iteration 4F: 3 clusters Score -1752830 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1753491.125000 Penalty: 3102.876709
	Iteration 5F: 3 clusters Score -1753491 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1754303.000000 Penalty: 3102.876709
	Iteration 6F: 3 clusters Score -1754303 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1755132.250000 Penalty: 3102.876709
	Iteration 7F: 3 clusters Score -1755132 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1755807.500000 Penalty: 3102.876709
	Iteration 8F: 3 clusters Score -1755808 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1756280.625000 Penalty: 3102.876709
	Iteration 9Q: 3 clusters Score -1756281 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1756585.875000 Penalty: 3102.876709
	Iteration 10Q: 3 clusters Score -1756586 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1756784.250000 Penalty: 3102.876709
	Iteration 11Q: 3 clusters Score -1756784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1756870.125000 Penalty: 3102.876709
	Iteration 12Q: 3 clusters Score -1756870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1756928.500000 Penalty: 3102.876709
	Iteration 13Q: 3 clusters Score -1756928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1756972.125000 Penalty: 3102.876709
	Iteration 14Q: 3 clusters Score -1756972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1756990.000000 Penalty: 3102.876709
	Iteration 15Q: 3 clusters Score -1756990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1756998.250000 Penalty: 3102.876709
	Iteration 16Q: 3 clusters Score -1756998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1756999.250000 Penalty: 3102.876709
	Iteration 17Q: 3 clusters Score -1756999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1757003.375000 Penalty: 3102.876709
	Iteration 18Q: 3 clusters Score -1757003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1757003.375000 Penalty: 3102.876709
	Iteration 19Q: 3 clusters Score -1757003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1757006.625000 Penalty: 3102.876709
	Iteration 20F: 3 clusters Score -1757007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1757007.375000 Penalty: 3102.876709
	Iteration 21Q: 3 clusters Score -1757007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1757005.625000 Penalty: 3102.876709
	Iteration 22Q: 3 clusters Score -1757006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1757005.625000 Penalty: 3102.876709
	Iteration 23F: 3 clusters Score -1757006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Entering Unmasked Estep 
Score: -8148050.500000 Penalty: 1791.029907
	Iteration 0F: 2 clusters Score -8148050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -8107528.500000 Penalty: 3582.059814
	Iteration 0F: 3 clusters Score -8107528 nChanged 29064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -8124319.000000 Penalty: 3582.059814
	Iteration 1F: 3 clusters Score -8124319 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -8124756.000000 Penalty: 3582.059814
	Iteration 2Q: 3 clusters Score -8124756 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -8125307.500000 Penalty: 3582.059814
	Iteration 3Q: 3 clusters Score -8125308 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -8126010.000000 Penalty: 3582.059814
	Iteration 4Q: 3 clusters Score -8126010 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -8126829.500000 Penalty: 3582.059814
	Iteration 5Q: 3 clusters Score -8126830 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8127958.500000 Penalty: 3582.059814
	Iteration 6Q: 3 clusters Score -8127958 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8129496.000000 Penalty: 3582.059814
	Iteration 7F: 3 clusters Score -8129496 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -8131627.000000 Penalty: 3582.059814
	Iteration 8F: 3 clusters Score -8131627 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -8134520.500000 Penalty: 3582.059814
	Iteration 9F: 3 clusters Score -8134520 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -8137817.000000 Penalty: 3582.059814
	Iteration 10F: 3 clusters Score -8137817 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -8141424.500000 Penalty: 3582.059814
	Iteration 11F: 3 clusters Score -8141424 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -8144240.500000 Penalty: 3582.059814
	Iteration 12Q: 3 clusters Score -8144240 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -8145677.000000 Penalty: 3582.059814
	Iteration 13Q: 3 clusters Score -8145677 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -8146178.500000 Penalty: 3582.059814
	Iteration 14Q: 3 clusters Score -8146178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -8146363.500000 Penalty: 3582.059814
	Iteration 15Q: 3 clusters Score -8146364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -8146435.000000 Penalty: 3582.059814
	Iteration 16Q: 3 clusters Score -8146435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -8146450.000000 Penalty: 3582.059814
	Iteration 17Q: 3 clusters Score -8146450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -8146457.000000 Penalty: 3582.059814
	Iteration 18Q: 3 clusters Score -8146457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -8146461.000000 Penalty: 3582.059814
	Iteration 19Q: 3 clusters Score -8146461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -8146466.500000 Penalty: 3582.059814
	Iteration 20F: 3 clusters Score -8146466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -8146465.500000 Penalty: 3582.059814
	Iteration 21Q: 3 clusters Score -8146466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -8146467.500000 Penalty: 3582.059814
	Iteration 22Q: 3 clusters Score -8146468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -8146465.500000 Penalty: 3582.059814
	Iteration 23Q: 3 clusters Score -8146466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -8146470.000000 Penalty: 3582.059814
	Iteration 24Q: 3 clusters Score -8146470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -8146470.500000 Penalty: 3582.059814
	Iteration 25Q: 3 clusters Score -8146470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -8146470.500000 Penalty: 3582.059814
	Iteration 26Q: 3 clusters Score -8146470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -8146470.500000 Penalty: 3582.059814
	Iteration 27F: 3 clusters Score -8146470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Entering Unmasked Estep 
Score: -6460938.500000 Penalty: 1755.794312
	Iteration 0F: 2 clusters Score -6460938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -6427931.500000 Penalty: 3511.588623
	Iteration 0F: 3 clusters Score -6427932 nChanged 23243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6440934.000000 Penalty: 3511.588623
	Iteration 1F: 3 clusters Score -6440934 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -6441432.000000 Penalty: 3511.588623
	Iteration 2Q: 3 clusters Score -6441432 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6441886.000000 Penalty: 3511.588623
	Iteration 3Q: 3 clusters Score -6441886 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -6442455.500000 Penalty: 3511.588623
	Iteration 4Q: 3 clusters Score -6442456 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -6443020.000000 Penalty: 3511.588623
	Iteration 5Q: 3 clusters Score -6443020 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -6443680.000000 Penalty: 3511.588623
	Iteration 6Q: 3 clusters Score -6443680 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6444524.000000 Penalty: 3511.588623
	Iteration 7Q: 3 clusters Score -6444524 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -6445467.500000 Penalty: 3511.588623
	Iteration 8Q: 3 clusters Score -6445468 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -6446796.500000 Penalty: 3511.588623
	Iteration 9Q: 3 clusters Score -6446796 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6448431.500000 Penalty: 3511.588623
	Iteration 10F: 3 clusters Score -6448432 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -6450442.500000 Penalty: 3511.588623
	Iteration 11F: 3 clusters Score -6450442 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -6452658.000000 Penalty: 3511.588623
	Iteration 12F: 3 clusters Score -6452658 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -6454881.500000 Penalty: 3511.588623
	Iteration 13F: 3 clusters Score -6454882 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6456648.500000 Penalty: 3511.588623
	Iteration 14Q: 3 clusters Score -6456648 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6457897.000000 Penalty: 3511.588623
	Iteration 15Q: 3 clusters Score -6457897 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6458608.000000 Penalty: 3511.588623
	Iteration 16Q: 3 clusters Score -6458608 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6458943.000000 Penalty: 3511.588623
	Iteration 17Q: 3 clusters Score -6458943 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6459139.000000 Penalty: 3511.588623
	Iteration 18Q: 3 clusters Score -6459139 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6459257.500000 Penalty: 3511.588623
	Iteration 19Q: 3 clusters Score -6459258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6459328.000000 Penalty: 3511.588623
	Iteration 20F: 3 clusters Score -6459328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6459382.000000 Penalty: 3511.588623
	Iteration 21Q: 3 clusters Score -6459382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6459427.000000 Penalty: 3511.588623
	Iteration 22Q: 3 clusters Score -6459427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6459446.500000 Penalty: 3511.588623
	Iteration 23Q: 3 clusters Score -6459446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6459454.000000 Penalty: 3511.588623
	Iteration 24Q: 3 clusters Score -6459454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6459464.000000 Penalty: 3511.588623
	Iteration 25Q: 3 clusters Score -6459464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6459471.000000 Penalty: 3511.588623
	Iteration 26Q: 3 clusters Score -6459471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6459479.000000 Penalty: 3511.588623
	Iteration 27Q: 3 clusters Score -6459479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6459475.500000 Penalty: 3511.588623
	Iteration 28Q: 3 clusters Score -6459476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6459487.000000 Penalty: 3511.588623
	Iteration 29Q: 3 clusters Score -6459487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6459494.000000 Penalty: 3511.588623
	Iteration 30Q: 3 clusters Score -6459494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6459497.000000 Penalty: 3511.588623
	Iteration 31Q: 3 clusters Score -6459497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6459499.000000 Penalty: 3511.588623
	Iteration 32Q: 3 clusters Score -6459499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6459503.500000 Penalty: 3511.588623
	Iteration 33Q: 3 clusters Score -6459504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6459506.500000 Penalty: 3511.588623
	Iteration 34Q: 3 clusters Score -6459506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6459506.000000 Penalty: 3511.588623
	Iteration 35Q: 3 clusters Score -6459506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6459506.000000 Penalty: 3511.588623
	Iteration 36F: 3 clusters Score -6459506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Entering Unmasked Estep 
Score: -8439918.000000 Penalty: 1798.936890
	Iteration 0F: 2 clusters Score -8439918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -8397831.000000 Penalty: 3597.873779
	Iteration 0F: 3 clusters Score -8397831 nChanged 30548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -8415137.000000 Penalty: 3597.873779
	Iteration 1F: 3 clusters Score -8415137 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8415631.000000 Penalty: 3597.873779
	Iteration 2Q: 3 clusters Score -8415631 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -8416152.000000 Penalty: 3597.873779
	Iteration 3Q: 3 clusters Score -8416152 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -8416949.000000 Penalty: 3597.873779
	Iteration 4Q: 3 clusters Score -8416949 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8418140.000000 Penalty: 3597.873779
	Iteration 5Q: 3 clusters Score -8418140 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8420254.000000 Penalty: 3597.873779
	Iteration 6Q: 3 clusters Score -8420254 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -8423256.000000 Penalty: 3597.873779
	Iteration 7F: 3 clusters Score -8423256 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -8426986.000000 Penalty: 3597.873779
	Iteration 8F: 3 clusters Score -8426986 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -8430579.000000 Penalty: 3597.873779
	Iteration 9F: 3 clusters Score -8430579 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -8433202.000000 Penalty: 3597.873779
	Iteration 10F: 3 clusters Score -8433202 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -8434708.000000 Penalty: 3597.873779
	Iteration 11Q: 3 clusters Score -8434708 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -8435629.000000 Penalty: 3597.873779
	Iteration 12Q: 3 clusters Score -8435629 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -8436317.000000 Penalty: 3597.873779
	Iteration 13Q: 3 clusters Score -8436317 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -8436855.000000 Penalty: 3597.873779
	Iteration 14Q: 3 clusters Score -8436855 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -8437203.000000 Penalty: 3597.873779
	Iteration 15Q: 3 clusters Score -8437203 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -8437405.000000 Penalty: 3597.873779
	Iteration 16Q: 3 clusters Score -8437405 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8437532.000000 Penalty: 3597.873779
	Iteration 17Q: 3 clusters Score -8437532 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -8437625.000000 Penalty: 3597.873779
	Iteration 18Q: 3 clusters Score -8437625 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8437689.000000 Penalty: 3597.873779
	Iteration 19Q: 3 clusters Score -8437689 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -8437741.000000 Penalty: 3597.873779
	Iteration 20F: 3 clusters Score -8437741 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -8437758.000000 Penalty: 3597.873779
	Iteration 21Q: 3 clusters Score -8437758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -8437781.000000 Penalty: 3597.873779
	Iteration 22Q: 3 clusters Score -8437781 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -8437827.000000 Penalty: 3597.873779
	Iteration 23Q: 3 clusters Score -8437827 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8437864 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8437910 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -8437946.000000 Penalty: 3597.873779
	Iteration 26Q: 3 clusters Score -8437946 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8437945.000000 Penalty: 3597.873779
	Iteration 27Q: 3 clusters Score -8437945 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -8437971.000000 Penalty: 3597.873779
	Iteration 28Q: 3 clusters Score -8437971 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -8438016.000000 Penalty: 3597.873779
	Iteration 29Q: 3 clusters Score -8438016 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8438042.000000 Penalty: 3597.873779
	Iteration 30Q: 3 clusters Score -8438042 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8438056.000000 Penalty: 3597.873779
	Iteration 31Q: 3 clusters Score -8438056 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8438083.000000 Penalty: 3597.873779
	Iteration 32Q: 3 clusters Score -8438083 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -8438137.000000 Penalty: 3597.873779
	Iteration 33Q: 3 clusters Score -8438137 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8438191.000000 Penalty: 3597.873779
	Iteration 34Q: 3 clusters Score -8438191 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -8438211.000000 Penalty: 3597.873779
	Iteration 35Q: 3 clusters Score -8438211 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8438233.000000 Penalty: 3597.873779
	Iteration 36Q: 3 clusters Score -8438233 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -8438261.000000 Penalty: 3597.873779
	Iteration 37Q: 3 clusters Score -8438261 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8438297 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -8438323.000000 Penalty: 3597.873779
	Iteration 39Q: 3 clusters Score -8438323 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -8438341.000000 Penalty: 3597.873779
	Iteration 40F: 3 clusters Score -8438341 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -8438394.000000 Penalty: 3597.873779
	Iteration 41Q: 3 clusters Score -8438394 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -8438437.000000 Penalty: 3597.873779
	Iteration 42Q: 3 clusters Score -8438437 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -8438450.000000 Penalty: 3597.873779
	Iteration 43Q: 3 clusters Score -8438450 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8438462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -8438520.000000 Penalty: 3597.873779
	Iteration 45Q: 3 clusters Score -8438520 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8438564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -8438612.000000 Penalty: 3597.873779
	Iteration 47Q: 3 clusters Score -8438612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8438705.000000 Penalty: 3597.873779
	Iteration 48Q: 3 clusters Score -8438705 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8438762 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8438797 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -8438880.000000 Penalty: 3597.873779
	Iteration 51Q: 3 clusters Score -8438880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8438891 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -8438912.000000 Penalty: 3597.873779
	Iteration 53Q: 3 clusters Score -8438912 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8438955 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -8439001.000000 Penalty: 3597.873779
	Iteration 55Q: 3 clusters Score -8439001 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8439030.000000 Penalty: 3597.873779
	Iteration 56Q: 3 clusters Score -8439030 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -8439056.000000 Penalty: 3597.873779
	Iteration 57Q: 3 clusters Score -8439056 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8439099 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8439090 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -8439124.000000 Penalty: 3597.873779
	Iteration 60F: 3 clusters Score -8439124 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -8439151.000000 Penalty: 3597.873779
	Iteration 61Q: 3 clusters Score -8439151 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8439172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8439162.000000 Penalty: 3597.873779
	Iteration 63Q: 3 clusters Score -8439162 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -8439152.000000 Penalty: 3597.873779
	Iteration 64Q: 3 clusters Score -8439152 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -8439117.000000 Penalty: 3597.873779
	Iteration 65Q: 3 clusters Score -8439117 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8439142.000000 Penalty: 3597.873779
	Iteration 66Q: 3 clusters Score -8439142 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -8439176.000000 Penalty: 3597.873779
	Iteration 67Q: 3 clusters Score -8439176 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -8439153.000000 Penalty: 3597.873779
	Iteration 68Q: 3 clusters Score -8439153 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8439124 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -8439145.000000 Penalty: 3597.873779
	Iteration 70Q: 3 clusters Score -8439145 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -8439122.000000 Penalty: 3597.873779
	Iteration 71Q: 3 clusters Score -8439122 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -8439078.000000 Penalty: 3597.873779
	Iteration 72Q: 3 clusters Score -8439078 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -8439030.000000 Penalty: 3597.873779
	Iteration 73Q: 3 clusters Score -8439030 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8438950 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -8438919.000000 Penalty: 3597.873779
	Iteration 75Q: 3 clusters Score -8438919 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8438918.000000 Penalty: 3597.873779
	Iteration 76Q: 3 clusters Score -8438918 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8438877 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8438891 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -8438836.000000 Penalty: 3597.873779
	Iteration 79Q: 3 clusters Score -8438836 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8438821.000000 Penalty: 3597.873779
	Iteration 80F: 3 clusters Score -8438821 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -8438816.000000 Penalty: 3597.873779
	Iteration 81Q: 3 clusters Score -8438816 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8438779 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8438776.000000 Penalty: 3597.873779
	Iteration 83Q: 3 clusters Score -8438776 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8438757 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8438749 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8438710 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8438721 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8438686 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8438669.000000 Penalty: 3597.873779
	Iteration 89Q: 3 clusters Score -8438669 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8438679 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8438691 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8438673 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8438667 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8438662 nChanged 53
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Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8438663 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8438666 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8438674 nChanged 48
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Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8438676 nChanged 46
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Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8438687 nChanged 46
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Mstep: Class 1 contains 61811 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8438664 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8438658 nChanged 36
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Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8438661 nChanged 36
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Mstep: Class 1 contains 61919 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8438659 nChanged 30
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Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8438647 nChanged 33
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Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8438651 nChanged 37
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Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8438665 nChanged 26
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Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8438672.000000 Penalty: 3597.873779
	Iteration 107Q: 3 clusters Score -8438672 nChanged 27
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Mstep: Class 1 contains 62070 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8438662 nChanged 25
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Mstep: Class 1 contains 62095 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8438663 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8438665 nChanged 32
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Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8438675.000000 Penalty: 3597.873779
	Iteration 111Q: 3 clusters Score -8438675 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8438663 nChanged 21
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Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8438655 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8438650.000000 Penalty: 3597.873779
	Iteration 114Q: 3 clusters Score -8438650 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8438643.000000 Penalty: 3597.873779
	Iteration 115Q: 3 clusters Score -8438643 nChanged 10
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Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8438642.000000 Penalty: 3597.873779
	Iteration 116Q: 3 clusters Score -8438642 nChanged 10
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Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8438641.000000 Penalty: 3597.873779
	Iteration 117Q: 3 clusters Score -8438641 nChanged 9
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Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8438647.000000 Penalty: 3597.873779
	Iteration 118Q: 3 clusters Score -8438647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8438645.000000 Penalty: 3597.873779
	Iteration 119Q: 3 clusters Score -8438645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8438643.000000 Penalty: 3597.873779
	Iteration 120F: 3 clusters Score -8438643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8438637.000000 Penalty: 3597.873779
	Iteration 121Q: 3 clusters Score -8438637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8438637.000000 Penalty: 3597.873779
	Iteration 122Q: 3 clusters Score -8438637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8438633.000000 Penalty: 3597.873779
	Iteration 123Q: 3 clusters Score -8438633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8438640.000000 Penalty: 3597.873779
	Iteration 124Q: 3 clusters Score -8438640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8438646.000000 Penalty: 3597.873779
	Iteration 125Q: 3 clusters Score -8438646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8438634.000000 Penalty: 3597.873779
	Iteration 126Q: 3 clusters Score -8438634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8438634.000000 Penalty: 3597.873779
	Iteration 127Q: 3 clusters Score -8438634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8438631.000000 Penalty: 3597.873779
	Iteration 128Q: 3 clusters Score -8438631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8438623.000000 Penalty: 3597.873779
	Iteration 129Q: 3 clusters Score -8438623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8438616.000000 Penalty: 3597.873779
	Iteration 130Q: 3 clusters Score -8438616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8438612.000000 Penalty: 3597.873779
	Iteration 131Q: 3 clusters Score -8438612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8438615.000000 Penalty: 3597.873779
	Iteration 132Q: 3 clusters Score -8438615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8438616.000000 Penalty: 3597.873779
	Iteration 133Q: 3 clusters Score -8438616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8438619.000000 Penalty: 3597.873779
	Iteration 134Q: 3 clusters Score -8438619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8438615.000000 Penalty: 3597.873779
	Iteration 135Q: 3 clusters Score -8438615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8438620.000000 Penalty: 3597.873779
	Iteration 136Q: 3 clusters Score -8438620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8438617.000000 Penalty: 3597.873779
	Iteration 137Q: 3 clusters Score -8438617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8438621.000000 Penalty: 3597.873779
	Iteration 138Q: 3 clusters Score -8438621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8438619.000000 Penalty: 3597.873779
	Iteration 139Q: 3 clusters Score -8438619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8438616.000000 Penalty: 3597.873779
	Iteration 140F: 3 clusters Score -8438616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8438626.000000 Penalty: 3597.873779
	Iteration 141Q: 3 clusters Score -8438626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8438624.000000 Penalty: 3597.873779
	Iteration 142Q: 3 clusters Score -8438624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8438614.000000 Penalty: 3597.873779
	Iteration 143Q: 3 clusters Score -8438614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8438618.000000 Penalty: 3597.873779
	Iteration 144Q: 3 clusters Score -8438618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8438624.000000 Penalty: 3597.873779
	Iteration 145Q: 3 clusters Score -8438624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8438621.000000 Penalty: 3597.873779
	Iteration 146Q: 3 clusters Score -8438621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8438625.000000 Penalty: 3597.873779
	Iteration 147Q: 3 clusters Score -8438625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8438621.000000 Penalty: 3597.873779
	Iteration 148Q: 3 clusters Score -8438621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8438620.000000 Penalty: 3597.873779
	Iteration 149Q: 3 clusters Score -8438620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8438619.000000 Penalty: 3597.873779
	Iteration 150Q: 3 clusters Score -8438619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8438619.000000 Penalty: 3597.873779
	Iteration 151Q: 3 clusters Score -8438619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8438619.000000 Penalty: 3597.873779
	Iteration 152F: 3 clusters Score -8438619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -1499413.125000 Penalty: 1523.286987
	Iteration 0F: 2 clusters Score -1499413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1491156.125000 Penalty: 3046.573975
	Iteration 0F: 3 clusters Score -1491156 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1493816.750000 Penalty: 3046.573975
	Iteration 1F: 3 clusters Score -1493817 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1494209.500000 Penalty: 3046.573975
	Iteration 2F: 3 clusters Score -1494210 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1494602.125000 Penalty: 3046.573975
	Iteration 3F: 3 clusters Score -1494602 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1495036.875000 Penalty: 3046.573975
	Iteration 4F: 3 clusters Score -1495037 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1495476.500000 Penalty: 3046.573975
	Iteration 5F: 3 clusters Score -1495476 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1495886.750000 Penalty: 3046.573975
	Iteration 6F: 3 clusters Score -1495887 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1496228.625000 Penalty: 3046.573975
	Iteration 7Q: 3 clusters Score -1496229 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1496517.625000 Penalty: 3046.573975
	Iteration 8Q: 3 clusters Score -1496518 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1496740.000000 Penalty: 3046.573975
	Iteration 9Q: 3 clusters Score -1496740 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1496964.875000 Penalty: 3046.573975
	Iteration 10Q: 3 clusters Score -1496965 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1497133.875000 Penalty: 3046.573975
	Iteration 11Q: 3 clusters Score -1497134 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1497266.000000 Penalty: 3046.573975
	Iteration 12Q: 3 clusters Score -1497266 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1497358.500000 Penalty: 3046.573975
	Iteration 13Q: 3 clusters Score -1497358 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1497405.250000 Penalty: 3046.573975
	Iteration 14Q: 3 clusters Score -1497405 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1497443.625000 Penalty: 3046.573975
	Iteration 15Q: 3 clusters Score -1497444 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1497471.875000 Penalty: 3046.573975
	Iteration 16Q: 3 clusters Score -1497472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1497496.875000 Penalty: 3046.573975
	Iteration 17Q: 3 clusters Score -1497497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1497524.000000 Penalty: 3046.573975
	Iteration 18Q: 3 clusters Score -1497524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1497535.750000 Penalty: 3046.573975
	Iteration 19Q: 3 clusters Score -1497536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1497552.750000 Penalty: 3046.573975
	Iteration 20F: 3 clusters Score -1497553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1497568.375000 Penalty: 3046.573975
	Iteration 21Q: 3 clusters Score -1497568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1497581.125000 Penalty: 3046.573975
	Iteration 22Q: 3 clusters Score -1497581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1497595.125000 Penalty: 3046.573975
	Iteration 23Q: 3 clusters Score -1497595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1497608.000000 Penalty: 3046.573975
	Iteration 24Q: 3 clusters Score -1497608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1497615.250000 Penalty: 3046.573975
	Iteration 25Q: 3 clusters Score -1497615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1497625.375000 Penalty: 3046.573975
	Iteration 26Q: 3 clusters Score -1497625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1497634.750000 Penalty: 3046.573975
	Iteration 27Q: 3 clusters Score -1497635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1497645.375000 Penalty: 3046.573975
	Iteration 28Q: 3 clusters Score -1497645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1497657.625000 Penalty: 3046.573975
	Iteration 29Q: 3 clusters Score -1497658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1497676.375000 Penalty: 3046.573975
	Iteration 30Q: 3 clusters Score -1497676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1497691.500000 Penalty: 3046.573975
	Iteration 31Q: 3 clusters Score -1497692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1497716.750000 Penalty: 3046.573975
	Iteration 32Q: 3 clusters Score -1497717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1497744.625000 Penalty: 3046.573975
	Iteration 33Q: 3 clusters Score -1497745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1497785.625000 Penalty: 3046.573975
	Iteration 34Q: 3 clusters Score -1497786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1497851.500000 Penalty: 3046.573975
	Iteration 35Q: 3 clusters Score -1497852 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1497922.875000 Penalty: 3046.573975
	Iteration 36Q: 3 clusters Score -1497923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1497995.500000 Penalty: 3046.573975
	Iteration 37Q: 3 clusters Score -1497996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1498065.125000 Penalty: 3046.573975
	Iteration 38Q: 3 clusters Score -1498065 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1498135.375000 Penalty: 3046.573975
	Iteration 39Q: 3 clusters Score -1498135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1498208.000000 Penalty: 3046.573975
	Iteration 40F: 3 clusters Score -1498208 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1498286.125000 Penalty: 3046.573975
	Iteration 41Q: 3 clusters Score -1498286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1498344.000000 Penalty: 3046.573975
	Iteration 42Q: 3 clusters Score -1498344 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1498396.125000 Penalty: 3046.573975
	Iteration 43Q: 3 clusters Score -1498396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1498443.750000 Penalty: 3046.573975
	Iteration 44Q: 3 clusters Score -1498444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1498485.625000 Penalty: 3046.573975
	Iteration 45Q: 3 clusters Score -1498486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1498512.250000 Penalty: 3046.573975
	Iteration 46Q: 3 clusters Score -1498512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1498541.375000 Penalty: 3046.573975
	Iteration 47Q: 3 clusters Score -1498541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1498557.000000 Penalty: 3046.573975
	Iteration 48Q: 3 clusters Score -1498557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1498570.500000 Penalty: 3046.573975
	Iteration 49Q: 3 clusters Score -1498570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1498582.250000 Penalty: 3046.573975
	Iteration 50Q: 3 clusters Score -1498582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1498591.250000 Penalty: 3046.573975
	Iteration 51Q: 3 clusters Score -1498591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1498600.875000 Penalty: 3046.573975
	Iteration 52Q: 3 clusters Score -1498601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1498601.000000 Penalty: 3046.573975
	Iteration 53Q: 3 clusters Score -1498601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1498610.750000 Penalty: 3046.573975
	Iteration 54Q: 3 clusters Score -1498611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1498617.250000 Penalty: 3046.573975
	Iteration 55Q: 3 clusters Score -1498617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1498625.625000 Penalty: 3046.573975
	Iteration 56Q: 3 clusters Score -1498626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1498629.625000 Penalty: 3046.573975
	Iteration 57Q: 3 clusters Score -1498630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1498640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1498638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1498642.625000 Penalty: 3046.573975
	Iteration 60F: 3 clusters Score -1498643 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1498646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1498656.875000 Penalty: 3046.573975
	Iteration 62Q: 3 clusters Score -1498657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1498668.250000 Penalty: 3046.573975
	Iteration 63Q: 3 clusters Score -1498668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1498679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1498681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1498687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1498689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1498698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1498709.875000 Penalty: 3046.573975
	Iteration 69Q: 3 clusters Score -1498710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1498721.125000 Penalty: 3046.573975
	Iteration 70Q: 3 clusters Score -1498721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1498718.500000 Penalty: 3046.573975
	Iteration 71Q: 3 clusters Score -1498718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1498727.375000 Penalty: 3046.573975
	Iteration 72Q: 3 clusters Score -1498727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1498730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1498733.125000 Penalty: 3046.573975
	Iteration 74Q: 3 clusters Score -1498733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1498738.125000 Penalty: 3046.573975
	Iteration 75Q: 3 clusters Score -1498738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1498742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1498752.375000 Penalty: 3046.573975
	Iteration 77Q: 3 clusters Score -1498752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1498760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1498763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1498769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1498788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1498803.000000 Penalty: 3046.573975
	Iteration 82Q: 3 clusters Score -1498803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1498811.250000 Penalty: 3046.573975
	Iteration 83Q: 3 clusters Score -1498811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1498816.000000 Penalty: 3046.573975
	Iteration 84Q: 3 clusters Score -1498816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1498831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1498835.375000 Penalty: 3046.573975
	Iteration 86Q: 3 clusters Score -1498835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1498843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1498850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1498855.500000 Penalty: 3046.573975
	Iteration 89Q: 3 clusters Score -1498856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1498853.750000 Penalty: 3046.573975
	Iteration 90Q: 3 clusters Score -1498854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1498857.125000 Penalty: 3046.573975
	Iteration 91Q: 3 clusters Score -1498857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1498862.000000 Penalty: 3046.573975
	Iteration 92Q: 3 clusters Score -1498862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1498864.375000 Penalty: 3046.573975
	Iteration 93Q: 3 clusters Score -1498864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1498863.625000 Penalty: 3046.573975
	Iteration 94Q: 3 clusters Score -1498864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1498866.875000 Penalty: 3046.573975
	Iteration 95Q: 3 clusters Score -1498867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1498866.625000 Penalty: 3046.573975
	Iteration 96Q: 3 clusters Score -1498867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1498866.750000 Penalty: 3046.573975
	Iteration 97Q: 3 clusters Score -1498867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1498867.250000 Penalty: 3046.573975
	Iteration 98Q: 3 clusters Score -1498867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1498870.250000 Penalty: 3046.573975
	Iteration 99Q: 3 clusters Score -1498870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1498873.500000 Penalty: 3046.573975
	Iteration 100F: 3 clusters Score -1498874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1498877.250000 Penalty: 3046.573975
	Iteration 101Q: 3 clusters Score -1498877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1498878.125000 Penalty: 3046.573975
	Iteration 102Q: 3 clusters Score -1498878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1498879.375000 Penalty: 3046.573975
	Iteration 103Q: 3 clusters Score -1498879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1498877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1498878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1498882.875000 Penalty: 3046.573975
	Iteration 106Q: 3 clusters Score -1498883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1498879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1498884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1498885.625000 Penalty: 3046.573975
	Iteration 109Q: 3 clusters Score -1498886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1498889.625000 Penalty: 3046.573975
	Iteration 110Q: 3 clusters Score -1498890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1498894.500000 Penalty: 3046.573975
	Iteration 111Q: 3 clusters Score -1498894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1498898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1498898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1498906.625000 Penalty: 3046.573975
	Iteration 114Q: 3 clusters Score -1498907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1498914.125000 Penalty: 3046.573975
	Iteration 115Q: 3 clusters Score -1498914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1498918.250000 Penalty: 3046.573975
	Iteration 116Q: 3 clusters Score -1498918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1498925.125000 Penalty: 3046.573975
	Iteration 117Q: 3 clusters Score -1498925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1498929.875000 Penalty: 3046.573975
	Iteration 118Q: 3 clusters Score -1498930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1498930.500000 Penalty: 3046.573975
	Iteration 119Q: 3 clusters Score -1498930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1498934.625000 Penalty: 3046.573975
	Iteration 120F: 3 clusters Score -1498935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1498940.750000 Penalty: 3046.573975
	Iteration 121Q: 3 clusters Score -1498941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1498947.000000 Penalty: 3046.573975
	Iteration 122Q: 3 clusters Score -1498947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1498951.875000 Penalty: 3046.573975
	Iteration 123Q: 3 clusters Score -1498952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1498955.875000 Penalty: 3046.573975
	Iteration 124Q: 3 clusters Score -1498956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1498953.375000 Penalty: 3046.573975
	Iteration 125Q: 3 clusters Score -1498953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1498959.875000 Penalty: 3046.573975
	Iteration 126Q: 3 clusters Score -1498960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1498964.125000 Penalty: 3046.573975
	Iteration 127Q: 3 clusters Score -1498964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1498966.750000 Penalty: 3046.573975
	Iteration 128Q: 3 clusters Score -1498967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1498975.625000 Penalty: 3046.573975
	Iteration 129Q: 3 clusters Score -1498976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1498983.000000 Penalty: 3046.573975
	Iteration 130Q: 3 clusters Score -1498983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1498984.875000 Penalty: 3046.573975
	Iteration 131Q: 3 clusters Score -1498985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1498996.625000 Penalty: 3046.573975
	Iteration 132Q: 3 clusters Score -1498997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1498998.375000 Penalty: 3046.573975
	Iteration 133Q: 3 clusters Score -1498998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1499012.250000 Penalty: 3046.573975
	Iteration 134Q: 3 clusters Score -1499012 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1499018.125000 Penalty: 3046.573975
	Iteration 135Q: 3 clusters Score -1499018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1499028.625000 Penalty: 3046.573975
	Iteration 136Q: 3 clusters Score -1499029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1499037.750000 Penalty: 3046.573975
	Iteration 137Q: 3 clusters Score -1499038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1499050.500000 Penalty: 3046.573975
	Iteration 138Q: 3 clusters Score -1499050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1499056.875000 Penalty: 3046.573975
	Iteration 139Q: 3 clusters Score -1499057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1499070.750000 Penalty: 3046.573975
	Iteration 140F: 3 clusters Score -1499071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1499085.375000 Penalty: 3046.573975
	Iteration 141Q: 3 clusters Score -1499085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1499093.625000 Penalty: 3046.573975
	Iteration 142Q: 3 clusters Score -1499094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1499104.125000 Penalty: 3046.573975
	Iteration 143Q: 3 clusters Score -1499104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1499106.000000 Penalty: 3046.573975
	Iteration 144Q: 3 clusters Score -1499106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1499120.125000 Penalty: 3046.573975
	Iteration 145Q: 3 clusters Score -1499120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1499129.625000 Penalty: 3046.573975
	Iteration 146Q: 3 clusters Score -1499130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1499134.625000 Penalty: 3046.573975
	Iteration 147Q: 3 clusters Score -1499135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1499141.750000 Penalty: 3046.573975
	Iteration 148Q: 3 clusters Score -1499142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1499148.250000 Penalty: 3046.573975
	Iteration 149Q: 3 clusters Score -1499148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1499150.000000 Penalty: 3046.573975
	Iteration 150Q: 3 clusters Score -1499150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1499154.625000 Penalty: 3046.573975
	Iteration 151Q: 3 clusters Score -1499155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1499157.375000 Penalty: 3046.573975
	Iteration 152Q: 3 clusters Score -1499157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1499160.000000 Penalty: 3046.573975
	Iteration 153Q: 3 clusters Score -1499160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1499163.000000 Penalty: 3046.573975
	Iteration 154Q: 3 clusters Score -1499163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1499169.625000 Penalty: 3046.573975
	Iteration 155Q: 3 clusters Score -1499170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1499177.250000 Penalty: 3046.573975
	Iteration 156Q: 3 clusters Score -1499177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1499181.375000 Penalty: 3046.573975
	Iteration 157Q: 3 clusters Score -1499181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1499184.000000 Penalty: 3046.573975
	Iteration 158Q: 3 clusters Score -1499184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1499187.750000 Penalty: 3046.573975
	Iteration 159Q: 3 clusters Score -1499188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1499189.375000 Penalty: 3046.573975
	Iteration 160F: 3 clusters Score -1499189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1499192.375000 Penalty: 3046.573975
	Iteration 161Q: 3 clusters Score -1499192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1499192.750000 Penalty: 3046.573975
	Iteration 162Q: 3 clusters Score -1499193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1499194.000000 Penalty: 3046.573975
	Iteration 163Q: 3 clusters Score -1499194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1499197.250000 Penalty: 3046.573975
	Iteration 164Q: 3 clusters Score -1499197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1499197.250000 Penalty: 3046.573975
	Iteration 165Q: 3 clusters Score -1499197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1499200.375000 Penalty: 3046.573975
	Iteration 166Q: 3 clusters Score -1499200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1499196.500000 Penalty: 3046.573975
	Iteration 167Q: 3 clusters Score -1499196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1499197.250000 Penalty: 3046.573975
	Iteration 168Q: 3 clusters Score -1499197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1499197.375000 Penalty: 3046.573975
	Iteration 169Q: 3 clusters Score -1499197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1499200.500000 Penalty: 3046.573975
	Iteration 170Q: 3 clusters Score -1499200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1499198.000000 Penalty: 3046.573975
	Iteration 171Q: 3 clusters Score -1499198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1499198.000000 Penalty: 3046.573975
	Iteration 172F: 3 clusters Score -1499198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Entering Unmasked Estep 
Score: -7305190.000000 Penalty: 1775.023071
	Iteration 0F: 2 clusters Score -7305190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -7268447.500000 Penalty: 3550.046143
	Iteration 0F: 3 clusters Score -7268448 nChanged 26089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7283121.000000 Penalty: 3550.046143
	Iteration 1F: 3 clusters Score -7283121 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -7283661.500000 Penalty: 3550.046143
	Iteration 2Q: 3 clusters Score -7283662 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -7284187.500000 Penalty: 3550.046143
	Iteration 3Q: 3 clusters Score -7284188 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -7284907.000000 Penalty: 3550.046143
	Iteration 4Q: 3 clusters Score -7284907 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -7285692.500000 Penalty: 3550.046143
	Iteration 5Q: 3 clusters Score -7285692 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -7286569.500000 Penalty: 3550.046143
	Iteration 6Q: 3 clusters Score -7286570 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -7287516.000000 Penalty: 3550.046143
	Iteration 7Q: 3 clusters Score -7287516 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -7288598.000000 Penalty: 3550.046143
	Iteration 8Q: 3 clusters Score -7288598 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7289830.500000 Penalty: 3550.046143
	Iteration 9Q: 3 clusters Score -7289830 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -7291204.000000 Penalty: 3550.046143
	Iteration 10Q: 3 clusters Score -7291204 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -7292860.000000 Penalty: 3550.046143
	Iteration 11Q: 3 clusters Score -7292860 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7294813.500000 Penalty: 3550.046143
	Iteration 12F: 3 clusters Score -7294814 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -7296842.500000 Penalty: 3550.046143
	Iteration 13F: 3 clusters Score -7296842 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7298611.000000 Penalty: 3550.046143
	Iteration 14Q: 3 clusters Score -7298611 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7299821.000000 Penalty: 3550.046143
	Iteration 15Q: 3 clusters Score -7299821 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7300627.500000 Penalty: 3550.046143
	Iteration 16Q: 3 clusters Score -7300628 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -7301102.000000 Penalty: 3550.046143
	Iteration 17Q: 3 clusters Score -7301102 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7301475.500000 Penalty: 3550.046143
	Iteration 18Q: 3 clusters Score -7301476 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7301766.500000 Penalty: 3550.046143
	Iteration 19Q: 3 clusters Score -7301766 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -7301954.500000 Penalty: 3550.046143
	Iteration 20F: 3 clusters Score -7301954 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -7302090.500000 Penalty: 3550.046143
	Iteration 21Q: 3 clusters Score -7302090 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -7302197.000000 Penalty: 3550.046143
	Iteration 22Q: 3 clusters Score -7302197 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -7302295.500000 Penalty: 3550.046143
	Iteration 23Q: 3 clusters Score -7302296 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -7302371.000000 Penalty: 3550.046143
	Iteration 24Q: 3 clusters Score -7302371 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -7302454.500000 Penalty: 3550.046143
	Iteration 25Q: 3 clusters Score -7302454 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -7302539.500000 Penalty: 3550.046143
	Iteration 26Q: 3 clusters Score -7302540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -7302611.000000 Penalty: 3550.046143
	Iteration 27Q: 3 clusters Score -7302611 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -7302676.000000 Penalty: 3550.046143
	Iteration 28Q: 3 clusters Score -7302676 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7302733.500000 Penalty: 3550.046143
	Iteration 29Q: 3 clusters Score -7302734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -7302816.500000 Penalty: 3550.046143
	Iteration 30Q: 3 clusters Score -7302816 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -7302852.000000 Penalty: 3550.046143
	Iteration 31Q: 3 clusters Score -7302852 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -7302880.000000 Penalty: 3550.046143
	Iteration 32Q: 3 clusters Score -7302880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -7302894.000000 Penalty: 3550.046143
	Iteration 33Q: 3 clusters Score -7302894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -7302930.500000 Penalty: 3550.046143
	Iteration 34Q: 3 clusters Score -7302930 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -7302945.500000 Penalty: 3550.046143
	Iteration 35Q: 3 clusters Score -7302946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -7302988.500000 Penalty: 3550.046143
	Iteration 36Q: 3 clusters Score -7302988 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -7303010.500000 Penalty: 3550.046143
	Iteration 37Q: 3 clusters Score -7303010 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -7303048.000000 Penalty: 3550.046143
	Iteration 38Q: 3 clusters Score -7303048 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -7303064.000000 Penalty: 3550.046143
	Iteration 39Q: 3 clusters Score -7303064 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -7303113.000000 Penalty: 3550.046143
	Iteration 40F: 3 clusters Score -7303113 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -7303160.500000 Penalty: 3550.046143
	Iteration 41Q: 3 clusters Score -7303160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -7303224.000000 Penalty: 3550.046143
	Iteration 42Q: 3 clusters Score -7303224 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -7303235.000000 Penalty: 3550.046143
	Iteration 43Q: 3 clusters Score -7303235 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -7303260.000000 Penalty: 3550.046143
	Iteration 44Q: 3 clusters Score -7303260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -7303277.000000 Penalty: 3550.046143
	Iteration 45Q: 3 clusters Score -7303277 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -7303316.500000 Penalty: 3550.046143
	Iteration 46Q: 3 clusters Score -7303316 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -7303348.000000 Penalty: 3550.046143
	Iteration 47Q: 3 clusters Score -7303348 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -7303367.500000 Penalty: 3550.046143
	Iteration 48Q: 3 clusters Score -7303368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -7303386.500000 Penalty: 3550.046143
	Iteration 49Q: 3 clusters Score -7303386 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -7303396.500000 Penalty: 3550.046143
	Iteration 50Q: 3 clusters Score -7303396 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -7303410.000000 Penalty: 3550.046143
	Iteration 51Q: 3 clusters Score -7303410 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -7303434.000000 Penalty: 3550.046143
	Iteration 52Q: 3 clusters Score -7303434 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -7303463.500000 Penalty: 3550.046143
	Iteration 53Q: 3 clusters Score -7303464 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -7303468.000000 Penalty: 3550.046143
	Iteration 54Q: 3 clusters Score -7303468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -7303497.500000 Penalty: 3550.046143
	Iteration 55Q: 3 clusters Score -7303498 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -7303511.000000 Penalty: 3550.046143
	Iteration 56Q: 3 clusters Score -7303511 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -7303525.500000 Penalty: 3550.046143
	Iteration 57Q: 3 clusters Score -7303526 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -7303539.500000 Penalty: 3550.046143
	Iteration 58Q: 3 clusters Score -7303540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -7303572.000000 Penalty: 3550.046143
	Iteration 59Q: 3 clusters Score -7303572 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -7303598.500000 Penalty: 3550.046143
	Iteration 60F: 3 clusters Score -7303598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -7303582.000000 Penalty: 3550.046143
	Iteration 61Q: 3 clusters Score -7303582 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -7303582.000000 Penalty: 3550.046143
	Iteration 62Q: 3 clusters Score -7303582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -7303588.500000 Penalty: 3550.046143
	Iteration 63Q: 3 clusters Score -7303588 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -7303575.500000 Penalty: 3550.046143
	Iteration 64Q: 3 clusters Score -7303576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -7303593.500000 Penalty: 3550.046143
	Iteration 65Q: 3 clusters Score -7303594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7303597.000000 Penalty: 3550.046143
	Iteration 66Q: 3 clusters Score -7303597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -7303605.500000 Penalty: 3550.046143
	Iteration 67Q: 3 clusters Score -7303606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -7303603.500000 Penalty: 3550.046143
	Iteration 68Q: 3 clusters Score -7303604 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -7303604.000000 Penalty: 3550.046143
	Iteration 69Q: 3 clusters Score -7303604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -7303614.000000 Penalty: 3550.046143
	Iteration 70Q: 3 clusters Score -7303614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -7303604.500000 Penalty: 3550.046143
	Iteration 71Q: 3 clusters Score -7303604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -7303615.500000 Penalty: 3550.046143
	Iteration 72Q: 3 clusters Score -7303616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7303648.500000 Penalty: 3550.046143
	Iteration 73Q: 3 clusters Score -7303648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -7303655.000000 Penalty: 3550.046143
	Iteration 74Q: 3 clusters Score -7303655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7303650.000000 Penalty: 3550.046143
	Iteration 75Q: 3 clusters Score -7303650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7303641.000000 Penalty: 3550.046143
	Iteration 76Q: 3 clusters Score -7303641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -7303637.500000 Penalty: 3550.046143
	Iteration 77Q: 3 clusters Score -7303638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -7303639.500000 Penalty: 3550.046143
	Iteration 78Q: 3 clusters Score -7303640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -7303639.000000 Penalty: 3550.046143
	Iteration 79Q: 3 clusters Score -7303639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -7303641.500000 Penalty: 3550.046143
	Iteration 80F: 3 clusters Score -7303642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -7303643.000000 Penalty: 3550.046143
	Iteration 81Q: 3 clusters Score -7303643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -7303640.000000 Penalty: 3550.046143
	Iteration 82Q: 3 clusters Score -7303640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -7303653.000000 Penalty: 3550.046143
	Iteration 83Q: 3 clusters Score -7303653 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7303670.500000 Penalty: 3550.046143
	Iteration 84Q: 3 clusters Score -7303670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -7303664.000000 Penalty: 3550.046143
	Iteration 85Q: 3 clusters Score -7303664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7303670.500000 Penalty: 3550.046143
	Iteration 86Q: 3 clusters Score -7303670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -7303670.500000 Penalty: 3550.046143
	Iteration 87Q: 3 clusters Score -7303670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7303656.000000 Penalty: 3550.046143
	Iteration 88Q: 3 clusters Score -7303656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7303666.000000 Penalty: 3550.046143
	Iteration 89Q: 3 clusters Score -7303666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -7303670.000000 Penalty: 3550.046143
	Iteration 90Q: 3 clusters Score -7303670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -7303651.000000 Penalty: 3550.046143
	Iteration 91Q: 3 clusters Score -7303651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -7303663.500000 Penalty: 3550.046143
	Iteration 92Q: 3 clusters Score -7303664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7303691.000000 Penalty: 3550.046143
	Iteration 93Q: 3 clusters Score -7303691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7303698.000000 Penalty: 3550.046143
	Iteration 94Q: 3 clusters Score -7303698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -7303686.500000 Penalty: 3550.046143
	Iteration 95Q: 3 clusters Score -7303686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -7303694.000000 Penalty: 3550.046143
	Iteration 96Q: 3 clusters Score -7303694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -7303697.500000 Penalty: 3550.046143
	Iteration 97Q: 3 clusters Score -7303698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -7303700.000000 Penalty: 3550.046143
	Iteration 98Q: 3 clusters Score -7303700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -7303700.500000 Penalty: 3550.046143
	Iteration 99Q: 3 clusters Score -7303700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7303712.000000 Penalty: 3550.046143
	Iteration 100F: 3 clusters Score -7303712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -7303714.500000 Penalty: 3550.046143
	Iteration 101Q: 3 clusters Score -7303714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -7303716.000000 Penalty: 3550.046143
	Iteration 102Q: 3 clusters Score -7303716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -7303725.000000 Penalty: 3550.046143
	Iteration 103Q: 3 clusters Score -7303725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -7303736.000000 Penalty: 3550.046143
	Iteration 104Q: 3 clusters Score -7303736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7303723.500000 Penalty: 3550.046143
	Iteration 105Q: 3 clusters Score -7303724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7303732.000000 Penalty: 3550.046143
	Iteration 106Q: 3 clusters Score -7303732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7303735.500000 Penalty: 3550.046143
	Iteration 107Q: 3 clusters Score -7303736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -7303738.500000 Penalty: 3550.046143
	Iteration 108Q: 3 clusters Score -7303738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7303744.000000 Penalty: 3550.046143
	Iteration 109Q: 3 clusters Score -7303744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -7303746.000000 Penalty: 3550.046143
	Iteration 110Q: 3 clusters Score -7303746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7303746.500000 Penalty: 3550.046143
	Iteration 111Q: 3 clusters Score -7303746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -7303740.000000 Penalty: 3550.046143
	Iteration 112Q: 3 clusters Score -7303740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -7303736.000000 Penalty: 3550.046143
	Iteration 113Q: 3 clusters Score -7303736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -7303734.000000 Penalty: 3550.046143
	Iteration 114Q: 3 clusters Score -7303734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -7303736.000000 Penalty: 3550.046143
	Iteration 115Q: 3 clusters Score -7303736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -7303741.000000 Penalty: 3550.046143
	Iteration 116Q: 3 clusters Score -7303741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -7303741.500000 Penalty: 3550.046143
	Iteration 117Q: 3 clusters Score -7303742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -7303741.000000 Penalty: 3550.046143
	Iteration 118Q: 3 clusters Score -7303741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -7303741.000000 Penalty: 3550.046143
	Iteration 119F: 3 clusters Score -7303741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -597528.562500 Penalty: 1383.261963
	Iteration 0F: 2 clusters Score -597528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -593571.062500 Penalty: 2766.523926
	Iteration 0F: 3 clusters Score -593571.1 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -594752.562500 Penalty: 2766.523926
	Iteration 1F: 3 clusters Score -594752.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -595037.187500 Penalty: 2766.523926
	Iteration 2F: 3 clusters Score -595037.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -595314.687500 Penalty: 2766.523926
	Iteration 3F: 3 clusters Score -595314.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -595618.812500 Penalty: 2766.523926
	Iteration 4F: 3 clusters Score -595618.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -595877.125000 Penalty: 2766.523926
	Iteration 5F: 3 clusters Score -595877.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -596077.125000 Penalty: 2766.523926
	Iteration 6F: 3 clusters Score -596077.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -596220.562500 Penalty: 2766.523926
	Iteration 7Q: 3 clusters Score -596220.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -596302.687500 Penalty: 2766.523926
	Iteration 8Q: 3 clusters Score -596302.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -596361.625000 Penalty: 2766.523926
	Iteration 9Q: 3 clusters Score -596361.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -596408.875000 Penalty: 2766.523926
	Iteration 10Q: 3 clusters Score -596408.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -596439.250000 Penalty: 2766.523926
	Iteration 11Q: 3 clusters Score -596439.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -596474.625000 Penalty: 2766.523926
	Iteration 12Q: 3 clusters Score -596474.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -596520.687500 Penalty: 2766.523926
	Iteration 13Q: 3 clusters Score -596520.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -596565.687500 Penalty: 2766.523926
	Iteration 14Q: 3 clusters Score -596565.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -596590.562500 Penalty: 2766.523926
	Iteration 15Q: 3 clusters Score -596590.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -596610.000000 Penalty: 2766.523926
	Iteration 16Q: 3 clusters Score -596610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -596628.250000 Penalty: 2766.523926
	Iteration 17Q: 3 clusters Score -596628.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -596642.937500 Penalty: 2766.523926
	Iteration 18Q: 3 clusters Score -596642.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -596652.937500 Penalty: 2766.523926
	Iteration 19Q: 3 clusters Score -596652.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -596656.375000 Penalty: 2766.523926
	Iteration 20F: 3 clusters Score -596656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -596656.937500 Penalty: 2766.523926
	Iteration 21Q: 3 clusters Score -596656.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -596658.625000 Penalty: 2766.523926
	Iteration 22Q: 3 clusters Score -596658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -596659.187500 Penalty: 2766.523926
	Iteration 23Q: 3 clusters Score -596659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -596659.812500 Penalty: 2766.523926
	Iteration 24Q: 3 clusters Score -596659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -596659.562500 Penalty: 2766.523926
	Iteration 25Q: 3 clusters Score -596659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -596659.312500 Penalty: 2766.523926
	Iteration 26Q: 3 clusters Score -596659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -596659.875000 Penalty: 2766.523926
	Iteration 27Q: 3 clusters Score -596659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -596659.750000 Penalty: 2766.523926
	Iteration 28Q: 3 clusters Score -596659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -596659.750000 Penalty: 2766.523926
	Iteration 29F: 3 clusters Score -596659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -674522.125000 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -674522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -670188.312500 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -670188.3 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -671470.312500 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -671470.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -671699.250000 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -671699.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -671927.437500 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -671927.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -672145.812500 Penalty: 2802.180176
	Iteration 4F: 3 clusters Score -672145.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -672351.125000 Penalty: 2802.180176
	Iteration 5F: 3 clusters Score -672351.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -672531.312500 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -672531.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -672712.687500 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -672712.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -672826.187500 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -672826.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -672908.937500 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -672908.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -672970.312500 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -672970.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -673024.750000 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -673024.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -673069.687500 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -673069.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -673101.875000 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -673101.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -673129.000000 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -673129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -673152.312500 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -673152.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -673167.937500 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -673167.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -673178.625000 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -673178.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -673187.937500 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -673187.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -673191.812500 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -673191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -673195.937500 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -673195.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -673202.437500 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -673202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -673206.062500 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -673206.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -673211.625000 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -673211.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -673214.875000 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -673214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -673217.812500 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -673217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -673220.250000 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -673220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -673222.000000 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -673222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -673223.187500 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -673223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -673225.687500 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -673225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -673228.687500 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -673228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -673230.125000 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -673230.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -673232.687500 Penalty: 2802.180176
	Iteration 32Q: 3 clusters Score -673232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -673233.437500 Penalty: 2802.180176
	Iteration 33Q: 3 clusters Score -673233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -673233.437500 Penalty: 2802.180176
	Iteration 34F: 3 clusters Score -673233.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -22124.119141 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -22124.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21381.763672 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -21381.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21509.240234 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -21509.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21594.574219 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -21594.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21638.660156 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -21638.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21671.927734 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -21671.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21684.107422 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -21684.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21691.068359 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -21691.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21693.628906 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -21693.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21693.628906 Penalty: 1783.904785
	Iteration 8F: 3 clusters Score -21693.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -336378.093750 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -336378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -333913.218750 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -333913.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -334453.687500 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -334453.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -334574.281250 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -334574.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334639.500000 Penalty: 2560.400391
	Iteration 3Q: 3 clusters Score -334639.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -334700.531250 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -334700.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -334747.593750 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -334747.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -334811.406250 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -334811.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -334885.531250 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -334885.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -334943.593750 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -334943.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -334980.375000 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -334980.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -335014.562500 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -335014.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -335057.031250 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -335057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335099.531250 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -335099.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -335138.531250 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -335138.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -335167.468750 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -335167.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -335188.156250 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -335188.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -335208.375000 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -335208.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -335225.812500 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -335225.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -335238.218750 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -335238.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -335246.031250 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -335246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -335254.343750 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -335254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -335258.750000 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -335258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -335261.562500 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -335261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -335266.062500 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -335266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -335269.562500 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -335269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -335275.406250 Penalty: 2560.400391
	Iteration 25Q: 3 clusters Score -335275.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -335278.343750 Penalty: 2560.400391
	Iteration 26Q: 3 clusters Score -335278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -335281.812500 Penalty: 2560.400391
	Iteration 27Q: 3 clusters Score -335281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -335284.375000 Penalty: 2560.400391
	Iteration 28Q: 3 clusters Score -335284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -335288.656250 Penalty: 2560.400391
	Iteration 29Q: 3 clusters Score -335288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -335292.687500 Penalty: 2560.400391
	Iteration 30Q: 3 clusters Score -335292.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -335297.250000 Penalty: 2560.400391
	Iteration 31Q: 3 clusters Score -335297.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -335302.843750 Penalty: 2560.400391
	Iteration 32Q: 3 clusters Score -335302.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -335308.593750 Penalty: 2560.400391
	Iteration 33Q: 3 clusters Score -335308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -335312.593750 Penalty: 2560.400391
	Iteration 34Q: 3 clusters Score -335312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -335317.312500 Penalty: 2560.400391
	Iteration 35Q: 3 clusters Score -335317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -335320.093750 Penalty: 2560.400391
	Iteration 36Q: 3 clusters Score -335320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -335323.000000 Penalty: 2560.400391
	Iteration 37Q: 3 clusters Score -335323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -335326.437500 Penalty: 2560.400391
	Iteration 38Q: 3 clusters Score -335326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -335333.281250 Penalty: 2560.400391
	Iteration 39Q: 3 clusters Score -335333.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -335340.781250 Penalty: 2560.400391
	Iteration 40F: 3 clusters Score -335340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -335349.937500 Penalty: 2560.400391
	Iteration 41Q: 3 clusters Score -335349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -335356.406250 Penalty: 2560.400391
	Iteration 42Q: 3 clusters Score -335356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -335358.218750 Penalty: 2560.400391
	Iteration 43Q: 3 clusters Score -335358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -335360.656250 Penalty: 2560.400391
	Iteration 44Q: 3 clusters Score -335360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -335360.781250 Penalty: 2560.400391
	Iteration 45Q: 3 clusters Score -335360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -335360.781250 Penalty: 2560.400391
	Iteration 46F: 3 clusters Score -335360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -160410.812500 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -160410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158716.421875 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -158716.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159203.078125 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -159203.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159487.109375 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -159487.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159696.609375 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -159696.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159872.359375 Penalty: 2363.755127
	Iteration 4F: 3 clusters Score -159872.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -160017.671875 Penalty: 2363.755127
	Iteration 5F: 3 clusters Score -160017.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -160118.703125 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -160118.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160208.203125 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -160208.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -160232.656250 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -160232.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -160240.578125 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -160240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160246.703125 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -160246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -160251.984375 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -160252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160253.703125 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -160253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -160255.343750 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -160255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -160255.343750 Penalty: 2363.755127
	Iteration 14F: 3 clusters Score -160255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -774376.000000 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -774376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -769915.875000 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -769915.9 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -771195.437500 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -771195.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -771360.125000 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -771360.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -771469.062500 Penalty: 2813.679932
	Iteration 3Q: 3 clusters Score -771469.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -771550.250000 Penalty: 2813.679932
	Iteration 4Q: 3 clusters Score -771550.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -771637.312500 Penalty: 2813.679932
	Iteration 5Q: 3 clusters Score -771637.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -771734.562500 Penalty: 2813.679932
	Iteration 6Q: 3 clusters Score -771734.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -771840.687500 Penalty: 2813.679932
	Iteration 7Q: 3 clusters Score -771840.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -771951.312500 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -771951.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -772070.125000 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -772070.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -772198.437500 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -772198.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -772367.750000 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -772367.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -772541.875000 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -772541.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -772694.062500 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -772694.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -772820.750000 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -772820.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -772912.812500 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -772912.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -772979.437500 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -772979.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -773020.375000 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -773020.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -773050.812500 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -773050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -773065.937500 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -773065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -773078.187500 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -773078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -773090.000000 Penalty: 2813.679932
	Iteration 21Q: 3 clusters Score -773090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -773104.125000 Penalty: 2813.679932
	Iteration 22Q: 3 clusters Score -773104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -773122.250000 Penalty: 2813.679932
	Iteration 23Q: 3 clusters Score -773122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -773132.625000 Penalty: 2813.679932
	Iteration 24Q: 3 clusters Score -773132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -773140.062500 Penalty: 2813.679932
	Iteration 25Q: 3 clusters Score -773140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -773142.125000 Penalty: 2813.679932
	Iteration 26Q: 3 clusters Score -773142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -773143.500000 Penalty: 2813.679932
	Iteration 27Q: 3 clusters Score -773143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -773143.500000 Penalty: 2813.679932
	Iteration 28F: 3 clusters Score -773143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -291290.375000 Penalty: 1256.936890
	Iteration 0F: 2 clusters Score -291290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289025.593750 Penalty: 2513.873779
	Iteration 0F: 3 clusters Score -289025.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -289510.562500 Penalty: 2513.873779
	Iteration 1F: 3 clusters Score -289510.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -289640.218750 Penalty: 2513.873779
	Iteration 2F: 3 clusters Score -289640.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -289723.218750 Penalty: 2513.873779
	Iteration 3F: 3 clusters Score -289723.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -289759.781250 Penalty: 2513.873779
	Iteration 4Q: 3 clusters Score -289759.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289776.531250 Penalty: 2513.873779
	Iteration 5Q: 3 clusters Score -289776.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -289790.687500 Penalty: 2513.873779
	Iteration 6Q: 3 clusters Score -289790.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -289797.781250 Penalty: 2513.873779
	Iteration 7Q: 3 clusters Score -289797.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -289805.937500 Penalty: 2513.873779
	Iteration 8Q: 3 clusters Score -289805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -289812.437500 Penalty: 2513.873779
	Iteration 9Q: 3 clusters Score -289812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -289818.375000 Penalty: 2513.873779
	Iteration 10Q: 3 clusters Score -289818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -289821.156250 Penalty: 2513.873779
	Iteration 11Q: 3 clusters Score -289821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -289824.750000 Penalty: 2513.873779
	Iteration 12Q: 3 clusters Score -289824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -289828.031250 Penalty: 2513.873779
	Iteration 13Q: 3 clusters Score -289828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -289831.875000 Penalty: 2513.873779
	Iteration 14Q: 3 clusters Score -289831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -289840.625000 Penalty: 2513.873779
	Iteration 15Q: 3 clusters Score -289840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -289851.562500 Penalty: 2513.873779
	Iteration 16Q: 3 clusters Score -289851.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -289873.781250 Penalty: 2513.873779
	Iteration 17Q: 3 clusters Score -289873.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -289888.156250 Penalty: 2513.873779
	Iteration 18Q: 3 clusters Score -289888.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -289898.750000 Penalty: 2513.873779
	Iteration 19Q: 3 clusters Score -289898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -289906.000000 Penalty: 2513.873779
	Iteration 20F: 3 clusters Score -289906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -289915.687500 Penalty: 2513.873779
	Iteration 21Q: 3 clusters Score -289915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -289924.062500 Penalty: 2513.873779
	Iteration 22Q: 3 clusters Score -289924.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -289934.843750 Penalty: 2513.873779
	Iteration 23Q: 3 clusters Score -289934.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -289945.093750 Penalty: 2513.873779
	Iteration 24Q: 3 clusters Score -289945.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -289953.656250 Penalty: 2513.873779
	Iteration 25Q: 3 clusters Score -289953.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -289960.750000 Penalty: 2513.873779
	Iteration 26Q: 3 clusters Score -289960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -289967.406250 Penalty: 2513.873779
	Iteration 27Q: 3 clusters Score -289967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -289973.250000 Penalty: 2513.873779
	Iteration 28Q: 3 clusters Score -289973.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -289982.218750 Penalty: 2513.873779
	Iteration 29Q: 3 clusters Score -289982.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -289994.531250 Penalty: 2513.873779
	Iteration 30Q: 3 clusters Score -289994.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -290005.125000 Penalty: 2513.873779
	Iteration 31Q: 3 clusters Score -290005.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -290017.343750 Penalty: 2513.873779
	Iteration 32Q: 3 clusters Score -290017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -290029.593750 Penalty: 2513.873779
	Iteration 33Q: 3 clusters Score -290029.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -290040.500000 Penalty: 2513.873779
	Iteration 34Q: 3 clusters Score -290040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -290052.218750 Penalty: 2513.873779
	Iteration 35Q: 3 clusters Score -290052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -290060.218750 Penalty: 2513.873779
	Iteration 36Q: 3 clusters Score -290060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -290064.062500 Penalty: 2513.873779
	Iteration 37Q: 3 clusters Score -290064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -290068.750000 Penalty: 2513.873779
	Iteration 38Q: 3 clusters Score -290068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -290071.562500 Penalty: 2513.873779
	Iteration 39Q: 3 clusters Score -290071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -290074.812500 Penalty: 2513.873779
	Iteration 40F: 3 clusters Score -290074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -290078.906250 Penalty: 2513.873779
	Iteration 41Q: 3 clusters Score -290078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -290080.656250 Penalty: 2513.873779
	Iteration 42Q: 3 clusters Score -290080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -290083.093750 Penalty: 2513.873779
	Iteration 43Q: 3 clusters Score -290083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -290084.843750 Penalty: 2513.873779
	Iteration 44Q: 3 clusters Score -290084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -290087.812500 Penalty: 2513.873779
	Iteration 45Q: 3 clusters Score -290087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -290091.281250 Penalty: 2513.873779
	Iteration 46Q: 3 clusters Score -290091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -290092.437500 Penalty: 2513.873779
	Iteration 47Q: 3 clusters Score -290092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -290094.000000 Penalty: 2513.873779
	Iteration 48Q: 3 clusters Score -290094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -290095.968750 Penalty: 2513.873779
	Iteration 49Q: 3 clusters Score -290096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -290099.531250 Penalty: 2513.873779
	Iteration 50Q: 3 clusters Score -290099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -290103.000000 Penalty: 2513.873779
	Iteration 51Q: 3 clusters Score -290103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -290103.156250 Penalty: 2513.873779
	Iteration 52Q: 3 clusters Score -290103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -290103.500000 Penalty: 2513.873779
	Iteration 53Q: 3 clusters Score -290103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -290104.000000 Penalty: 2513.873779
	Iteration 54Q: 3 clusters Score -290104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -290104.000000 Penalty: 2513.873779
	Iteration 55F: 3 clusters Score -290104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Entering Unmasked Estep 
Score: -8937665.000000 Penalty: 1806.790649
	Iteration 0F: 2 clusters Score -8937665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -8893419.000000 Penalty: 3613.581299
	Iteration 0F: 3 clusters Score -8893419 nChanged 31931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8911695.000000 Penalty: 3613.581299
	Iteration 1F: 3 clusters Score -8911695 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -8912202.000000 Penalty: 3613.581299
	Iteration 2Q: 3 clusters Score -8912202 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8912844.000000 Penalty: 3613.581299
	Iteration 3Q: 3 clusters Score -8912844 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -8913752.000000 Penalty: 3613.581299
	Iteration 4Q: 3 clusters Score -8913752 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -8915111.000000 Penalty: 3613.581299
	Iteration 5Q: 3 clusters Score -8915111 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8917262.000000 Penalty: 3613.581299
	Iteration 6F: 3 clusters Score -8917262 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -8920627.000000 Penalty: 3613.581299
	Iteration 7F: 3 clusters Score -8920627 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -8924943.000000 Penalty: 3613.581299
	Iteration 8F: 3 clusters Score -8924943 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -8929531.000000 Penalty: 3613.581299
	Iteration 9F: 3 clusters Score -8929531 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8932852.000000 Penalty: 3613.581299
	Iteration 10F: 3 clusters Score -8932852 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8934732.000000 Penalty: 3613.581299
	Iteration 11Q: 3 clusters Score -8934732 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8935581.000000 Penalty: 3613.581299
	Iteration 12Q: 3 clusters Score -8935581 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8935862.000000 Penalty: 3613.581299
	Iteration 13Q: 3 clusters Score -8935862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8935957.000000 Penalty: 3613.581299
	Iteration 14Q: 3 clusters Score -8935957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8936016.000000 Penalty: 3613.581299
	Iteration 15Q: 3 clusters Score -8936016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8936044.000000 Penalty: 3613.581299
	Iteration 16Q: 3 clusters Score -8936044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8936056.000000 Penalty: 3613.581299
	Iteration 17Q: 3 clusters Score -8936056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8936073.000000 Penalty: 3613.581299
	Iteration 18Q: 3 clusters Score -8936073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8936084.000000 Penalty: 3613.581299
	Iteration 19Q: 3 clusters Score -8936084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8936111.000000 Penalty: 3613.581299
	Iteration 20F: 3 clusters Score -8936111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8936120.000000 Penalty: 3613.581299
	Iteration 21Q: 3 clusters Score -8936120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8936127.000000 Penalty: 3613.581299
	Iteration 22Q: 3 clusters Score -8936127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8936134.000000 Penalty: 3613.581299
	Iteration 23Q: 3 clusters Score -8936134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8936134.000000 Penalty: 3613.581299
	Iteration 24F: 3 clusters Score -8936134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -230280.093750 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -230280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -228313.062500 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -228313.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -228776.500000 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -228776.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -228907.500000 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -228907.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228989.562500 Penalty: 2441.600830
	Iteration 3Q: 3 clusters Score -228989.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -229071.156250 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -229071.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229154.125000 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -229154.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229212.218750 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -229212.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229248.453125 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -229248.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -229274.328125 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -229274.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -229287.375000 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -229287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -229295.296875 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -229295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -229304.546875 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -229304.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229312.281250 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -229312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -229316.015625 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -229316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229324.968750 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -229325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -229331.609375 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -229331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229335.703125 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -229335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229343.718750 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -229343.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -229350.656250 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -229350.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -229355.093750 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -229355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -229357.000000 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -229357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -229357.484375 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -229357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -229357.734375 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -229357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -229357.734375 Penalty: 2441.600830
	Iteration 23F: 3 clusters Score -229357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Entering Unmasked Estep 
Score: -7042540.500000 Penalty: 1767.381958
	Iteration 0F: 2 clusters Score -7042540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -7007349.500000 Penalty: 3534.763916
	Iteration 0F: 3 clusters Score -7007350 nChanged 24823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -7021550.000000 Penalty: 3534.763916
	Iteration 1F: 3 clusters Score -7021550 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -7021980.000000 Penalty: 3534.763916
	Iteration 2Q: 3 clusters Score -7021980 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -7022490.500000 Penalty: 3534.763916
	Iteration 3Q: 3 clusters Score -7022490 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -7023093.000000 Penalty: 3534.763916
	Iteration 4Q: 3 clusters Score -7023093 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -7023815.500000 Penalty: 3534.763916
	Iteration 5Q: 3 clusters Score -7023816 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7024977.500000 Penalty: 3534.763916
	Iteration 6Q: 3 clusters Score -7024978 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -7026815.000000 Penalty: 3534.763916
	Iteration 7F: 3 clusters Score -7026815 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -7029322.000000 Penalty: 3534.763916
	Iteration 8F: 3 clusters Score -7029322 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -7032379.000000 Penalty: 3534.763916
	Iteration 9F: 3 clusters Score -7032379 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -7035511.000000 Penalty: 3534.763916
	Iteration 10F: 3 clusters Score -7035511 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7037882.000000 Penalty: 3534.763916
	Iteration 11F: 3 clusters Score -7037882 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7039356.500000 Penalty: 3534.763916
	Iteration 12Q: 3 clusters Score -7039356 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7040197.500000 Penalty: 3534.763916
	Iteration 13Q: 3 clusters Score -7040198 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7040606.500000 Penalty: 3534.763916
	Iteration 14Q: 3 clusters Score -7040606 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7040745.500000 Penalty: 3534.763916
	Iteration 15Q: 3 clusters Score -7040746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7040847.000000 Penalty: 3534.763916
	Iteration 16Q: 3 clusters Score -7040847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7040904.000000 Penalty: 3534.763916
	Iteration 17Q: 3 clusters Score -7040904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7040941.000000 Penalty: 3534.763916
	Iteration 18Q: 3 clusters Score -7040941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7040960.000000 Penalty: 3534.763916
	Iteration 19Q: 3 clusters Score -7040960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7040971.500000 Penalty: 3534.763916
	Iteration 20F: 3 clusters Score -7040972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7040985.500000 Penalty: 3534.763916
	Iteration 21Q: 3 clusters Score -7040986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7040993.500000 Penalty: 3534.763916
	Iteration 22Q: 3 clusters Score -7040994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7040999.500000 Penalty: 3534.763916
	Iteration 23Q: 3 clusters Score -7041000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7041008.500000 Penalty: 3534.763916
	Iteration 24Q: 3 clusters Score -7041008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7041017.500000 Penalty: 3534.763916
	Iteration 25Q: 3 clusters Score -7041018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7041022.500000 Penalty: 3534.763916
	Iteration 26Q: 3 clusters Score -7041022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7041033.500000 Penalty: 3534.763916
	Iteration 27Q: 3 clusters Score -7041034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7041034.500000 Penalty: 3534.763916
	Iteration 28Q: 3 clusters Score -7041034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7041031.000000 Penalty: 3534.763916
	Iteration 29Q: 3 clusters Score -7041031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7041035.500000 Penalty: 3534.763916
	Iteration 30Q: 3 clusters Score -7041036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7041027.500000 Penalty: 3534.763916
	Iteration 31Q: 3 clusters Score -7041028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7041027.500000 Penalty: 3534.763916
	Iteration 32F: 3 clusters Score -7041028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (75004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Entering Unmasked Estep 
Score: -9926150.000000 Penalty: 1824.110718
	Iteration 0F: 2 clusters Score -9926150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -9879860.000000 Penalty: 3648.221436
	Iteration 0F: 3 clusters Score -9879860 nChanged 35615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -9900104.000000 Penalty: 3648.221436
	Iteration 1F: 3 clusters Score -9900104 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -9900724.000000 Penalty: 3648.221436
	Iteration 2Q: 3 clusters Score -9900724 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9901627.000000 Penalty: 3648.221436
	Iteration 3Q: 3 clusters Score -9901627 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -9902860.000000 Penalty: 3648.221436
	Iteration 4Q: 3 clusters Score -9902860 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -9904740.000000 Penalty: 3648.221436
	Iteration 5Q: 3 clusters Score -9904740 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -9907501.000000 Penalty: 3648.221436
	Iteration 6F: 3 clusters Score -9907501 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -9911183.000000 Penalty: 3648.221436
	Iteration 7F: 3 clusters Score -9911183 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -9915546.000000 Penalty: 3648.221436
	Iteration 8F: 3 clusters Score -9915546 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -9919524.000000 Penalty: 3648.221436
	Iteration 9F: 3 clusters Score -9919524 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -9921790.000000 Penalty: 3648.221436
	Iteration 10Q: 3 clusters Score -9921790 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -9922898.000000 Penalty: 3648.221436
	Iteration 11Q: 3 clusters Score -9922898 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -9923710.000000 Penalty: 3648.221436
	Iteration 12Q: 3 clusters Score -9923710 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -9924304.000000 Penalty: 3648.221436
	Iteration 13Q: 3 clusters Score -9924304 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -9924777.000000 Penalty: 3648.221436
	Iteration 14Q: 3 clusters Score -9924777 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -9925171.000000 Penalty: 3648.221436
	Iteration 15Q: 3 clusters Score -9925171 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -9925436.000000 Penalty: 3648.221436
	Iteration 16Q: 3 clusters Score -9925436 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -9925657.000000 Penalty: 3648.221436
	Iteration 17Q: 3 clusters Score -9925657 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -9925737.000000 Penalty: 3648.221436
	Iteration 18Q: 3 clusters Score -9925737 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -9925881.000000 Penalty: 3648.221436
	Iteration 19Q: 3 clusters Score -9925881 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -9925916.000000 Penalty: 3648.221436
	Iteration 20F: 3 clusters Score -9925916 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -9925937.000000 Penalty: 3648.221436
	Iteration 21Q: 3 clusters Score -9925937 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -9925945.000000 Penalty: 3648.221436
	Iteration 22Q: 3 clusters Score -9925945 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -9925971.000000 Penalty: 3648.221436
	Iteration 23Q: 3 clusters Score -9925971 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -9925981.000000 Penalty: 3648.221436
	Iteration 24Q: 3 clusters Score -9925981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -9925969.000000 Penalty: 3648.221436
	Iteration 25Q: 3 clusters Score -9925969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -9925980.000000 Penalty: 3648.221436
	Iteration 26Q: 3 clusters Score -9925980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -9925980.000000 Penalty: 3648.221436
	Iteration 27Q: 3 clusters Score -9925980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -9925971.000000 Penalty: 3648.221436
	Iteration 28Q: 3 clusters Score -9925971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -9925965.000000 Penalty: 3648.221436
	Iteration 29Q: 3 clusters Score -9925965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9925960.000000 Penalty: 3648.221436
	Iteration 30Q: 3 clusters Score -9925960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -9925970.000000 Penalty: 3648.221436
	Iteration 31Q: 3 clusters Score -9925970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -9925957.000000 Penalty: 3648.221436
	Iteration 32Q: 3 clusters Score -9925957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -9925958.000000 Penalty: 3648.221436
	Iteration 33Q: 3 clusters Score -9925958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -9925946.000000 Penalty: 3648.221436
	Iteration 34Q: 3 clusters Score -9925946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -9925934.000000 Penalty: 3648.221436
	Iteration 35Q: 3 clusters Score -9925934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -9925941.000000 Penalty: 3648.221436
	Iteration 36Q: 3 clusters Score -9925941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -9925944.000000 Penalty: 3648.221436
	Iteration 37Q: 3 clusters Score -9925944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -9925955.000000 Penalty: 3648.221436
	Iteration 38Q: 3 clusters Score -9925955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -9925946.000000 Penalty: 3648.221436
	Iteration 39Q: 3 clusters Score -9925946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -9925951.000000 Penalty: 3648.221436
	Iteration 40F: 3 clusters Score -9925951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -9925953.000000 Penalty: 3648.221436
	Iteration 41Q: 3 clusters Score -9925953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -9925951.000000 Penalty: 3648.221436
	Iteration 42Q: 3 clusters Score -9925951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -9925953.000000 Penalty: 3648.221436
	Iteration 43Q: 3 clusters Score -9925953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -9925967.000000 Penalty: 3648.221436
	Iteration 44Q: 3 clusters Score -9925967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -9925963.000000 Penalty: 3648.221436
	Iteration 45Q: 3 clusters Score -9925963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -9925959.000000 Penalty: 3648.221436
	Iteration 46Q: 3 clusters Score -9925959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -9925960.000000 Penalty: 3648.221436
	Iteration 47Q: 3 clusters Score -9925960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -9925967.000000 Penalty: 3648.221436
	Iteration 48Q: 3 clusters Score -9925967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -9925967.000000 Penalty: 3648.221436
	Iteration 49Q: 3 clusters Score -9925967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -9925967.000000 Penalty: 3648.221436
	Iteration 50F: 3 clusters Score -9925967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Entering Unmasked Estep 
Score: -1753102.250000 Penalty: 1549.077759
	Iteration 0F: 2 clusters Score -1753102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1743473.875000 Penalty: 3098.155518
	Iteration 0F: 3 clusters Score -1743474 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1746628.125000 Penalty: 3098.155518
	Iteration 1F: 3 clusters Score -1746628 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1746953.250000 Penalty: 3098.155518
	Iteration 2F: 3 clusters Score -1746953 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1747276.375000 Penalty: 3098.155518
	Iteration 3F: 3 clusters Score -1747276 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1747632.250000 Penalty: 3098.155518
	Iteration 4F: 3 clusters Score -1747632 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1748046.125000 Penalty: 3098.155518
	Iteration 5F: 3 clusters Score -1748046 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1748604.250000 Penalty: 3098.155518
	Iteration 6F: 3 clusters Score -1748604 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1749239.375000 Penalty: 3098.155518
	Iteration 7F: 3 clusters Score -1749239 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1749915.250000 Penalty: 3098.155518
	Iteration 8F: 3 clusters Score -1749915 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1750514.000000 Penalty: 3098.155518
	Iteration 9Q: 3 clusters Score -1750514 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1750960.000000 Penalty: 3098.155518
	Iteration 10Q: 3 clusters Score -1750960 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1751250.125000 Penalty: 3098.155518
	Iteration 11Q: 3 clusters Score -1751250 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1751424.625000 Penalty: 3098.155518
	Iteration 12Q: 3 clusters Score -1751425 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1751532.375000 Penalty: 3098.155518
	Iteration 13Q: 3 clusters Score -1751532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1751599.500000 Penalty: 3098.155518
	Iteration 14Q: 3 clusters Score -1751600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1751642.375000 Penalty: 3098.155518
	Iteration 15Q: 3 clusters Score -1751642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1751683.750000 Penalty: 3098.155518
	Iteration 16Q: 3 clusters Score -1751684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1751718.750000 Penalty: 3098.155518
	Iteration 17Q: 3 clusters Score -1751719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1751730.750000 Penalty: 3098.155518
	Iteration 18Q: 3 clusters Score -1751731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1751746.875000 Penalty: 3098.155518
	Iteration 19Q: 3 clusters Score -1751747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1751759.750000 Penalty: 3098.155518
	Iteration 20F: 3 clusters Score -1751760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1751769.625000 Penalty: 3098.155518
	Iteration 21Q: 3 clusters Score -1751770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1751784.000000 Penalty: 3098.155518
	Iteration 22Q: 3 clusters Score -1751784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1751791.875000 Penalty: 3098.155518
	Iteration 23Q: 3 clusters Score -1751792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1751805.625000 Penalty: 3098.155518
	Iteration 24Q: 3 clusters Score -1751806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1751811.375000 Penalty: 3098.155518
	Iteration 25Q: 3 clusters Score -1751811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1751816.750000 Penalty: 3098.155518
	Iteration 26Q: 3 clusters Score -1751817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1751817.375000 Penalty: 3098.155518
	Iteration 27Q: 3 clusters Score -1751817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1751822.125000 Penalty: 3098.155518
	Iteration 28Q: 3 clusters Score -1751822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1751821.375000 Penalty: 3098.155518
	Iteration 29Q: 3 clusters Score -1751821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1751823.750000 Penalty: 3098.155518
	Iteration 30Q: 3 clusters Score -1751824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1751824.125000 Penalty: 3098.155518
	Iteration 31Q: 3 clusters Score -1751824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1751824.125000 Penalty: 3098.155518
	Iteration 32F: 3 clusters Score -1751824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -192842.968750 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -192843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190971.000000 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -190971 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -191562.937500 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -191562.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191809.000000 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -191809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191990.750000 Penalty: 2416.900635
	Iteration 3F: 3 clusters Score -191990.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192139.296875 Penalty: 2416.900635
	Iteration 4F: 3 clusters Score -192139.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192221.890625 Penalty: 2416.900635
	Iteration 5Q: 3 clusters Score -192221.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -192265.046875 Penalty: 2416.900635
	Iteration 6Q: 3 clusters Score -192265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192291.046875 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -192291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -192306.406250 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -192306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -192323.593750 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -192323.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192340.031250 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -192340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192352.906250 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -192352.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192365.093750 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -192365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -192376.328125 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -192376.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -192395.703125 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -192395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192410.453125 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -192410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192426.156250 Penalty: 2416.900635
	Iteration 16Q: 3 clusters Score -192426.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -192442.203125 Penalty: 2416.900635
	Iteration 17Q: 3 clusters Score -192442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -192446.515625 Penalty: 2416.900635
	Iteration 18Q: 3 clusters Score -192446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -192451.937500 Penalty: 2416.900635
	Iteration 19Q: 3 clusters Score -192451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192459.312500 Penalty: 2416.900635
	Iteration 20F: 3 clusters Score -192459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192463.812500 Penalty: 2416.900635
	Iteration 21Q: 3 clusters Score -192463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192466.046875 Penalty: 2416.900635
	Iteration 22Q: 3 clusters Score -192466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192467.453125 Penalty: 2416.900635
	Iteration 23Q: 3 clusters Score -192467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -192469.093750 Penalty: 2416.900635
	Iteration 24Q: 3 clusters Score -192469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192470.109375 Penalty: 2416.900635
	Iteration 25Q: 3 clusters Score -192470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192472.375000 Penalty: 2416.900635
	Iteration 26Q: 3 clusters Score -192472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -192473.656250 Penalty: 2416.900635
	Iteration 27Q: 3 clusters Score -192473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -192474.765625 Penalty: 2416.900635
	Iteration 28Q: 3 clusters Score -192474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192475.750000 Penalty: 2416.900635
	Iteration 29Q: 3 clusters Score -192475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192475.687500 Penalty: 2416.900635
	Iteration 30Q: 3 clusters Score -192475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192475.687500 Penalty: 2416.900635
	Iteration 31F: 3 clusters Score -192475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -9510.512695 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -9510.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9179.412109 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -9179.412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9284.801758 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -9284.802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9337.557617 Penalty: 1550.472534
	Iteration 2F: 3 clusters Score -9337.558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9358.823242 Penalty: 1550.472534
	Iteration 3Q: 3 clusters Score -9358.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9358.823242 Penalty: 1550.472534
	Iteration 4F: 3 clusters Score -9358.823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (71823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Entering Unmasked Estep 
Score: -9159643.000000 Penalty: 1817.068481
	Iteration 0F: 2 clusters Score -9159643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -9111800.000000 Penalty: 3634.136963
	Iteration 0F: 3 clusters Score -9111800 nChanged 34202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -9131366.000000 Penalty: 3634.136963
	Iteration 1F: 3 clusters Score -9131366 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -9132037.000000 Penalty: 3634.136963
	Iteration 2Q: 3 clusters Score -9132037 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -9132898.000000 Penalty: 3634.136963
	Iteration 3Q: 3 clusters Score -9132898 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -9134350.000000 Penalty: 3634.136963
	Iteration 4Q: 3 clusters Score -9134350 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -9136762.000000 Penalty: 3634.136963
	Iteration 5F: 3 clusters Score -9136762 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -9140619.000000 Penalty: 3634.136963
	Iteration 6F: 3 clusters Score -9140619 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -9145655.000000 Penalty: 3634.136963
	Iteration 7F: 3 clusters Score -9145655 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -9150473.000000 Penalty: 3634.136963
	Iteration 8F: 3 clusters Score -9150473 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -9154187.000000 Penalty: 3634.136963
	Iteration 9F: 3 clusters Score -9154187 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -9156304.000000 Penalty: 3634.136963
	Iteration 10Q: 3 clusters Score -9156304 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -9157415.000000 Penalty: 3634.136963
	Iteration 11Q: 3 clusters Score -9157415 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9157932.000000 Penalty: 3634.136963
	Iteration 12Q: 3 clusters Score -9157932 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9158208.000000 Penalty: 3634.136963
	Iteration 13Q: 3 clusters Score -9158208 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9158315.000000 Penalty: 3634.136963
	Iteration 14Q: 3 clusters Score -9158315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9158404.000000 Penalty: 3634.136963
	Iteration 15Q: 3 clusters Score -9158404 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9158445.000000 Penalty: 3634.136963
	Iteration 16Q: 3 clusters Score -9158445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9158478.000000 Penalty: 3634.136963
	Iteration 17Q: 3 clusters Score -9158478 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9158505.000000 Penalty: 3634.136963
	Iteration 18Q: 3 clusters Score -9158505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9158525.000000 Penalty: 3634.136963
	Iteration 19Q: 3 clusters Score -9158525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9158542.000000 Penalty: 3634.136963
	Iteration 20F: 3 clusters Score -9158542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9158573.000000 Penalty: 3634.136963
	Iteration 21Q: 3 clusters Score -9158573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9158577.000000 Penalty: 3634.136963
	Iteration 22Q: 3 clusters Score -9158577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9158589.000000 Penalty: 3634.136963
	Iteration 23Q: 3 clusters Score -9158589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9158588.000000 Penalty: 3634.136963
	Iteration 24Q: 3 clusters Score -9158588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9158602.000000 Penalty: 3634.136963
	Iteration 25Q: 3 clusters Score -9158602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9158623.000000 Penalty: 3634.136963
	Iteration 26Q: 3 clusters Score -9158623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9158621.000000 Penalty: 3634.136963
	Iteration 27Q: 3 clusters Score -9158621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9158646.000000 Penalty: 3634.136963
	Iteration 28Q: 3 clusters Score -9158646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9158644.000000 Penalty: 3634.136963
	Iteration 29Q: 3 clusters Score -9158644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9158651.000000 Penalty: 3634.136963
	Iteration 30Q: 3 clusters Score -9158651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9158667.000000 Penalty: 3634.136963
	Iteration 31Q: 3 clusters Score -9158667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9158673.000000 Penalty: 3634.136963
	Iteration 32Q: 3 clusters Score -9158673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9158680.000000 Penalty: 3634.136963
	Iteration 33Q: 3 clusters Score -9158680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9158684.000000 Penalty: 3634.136963
	Iteration 34Q: 3 clusters Score -9158684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9158679.000000 Penalty: 3634.136963
	Iteration 35Q: 3 clusters Score -9158679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9158684.000000 Penalty: 3634.136963
	Iteration 36Q: 3 clusters Score -9158684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9158701.000000 Penalty: 3634.136963
	Iteration 37Q: 3 clusters Score -9158701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9158708.000000 Penalty: 3634.136963
	Iteration 38Q: 3 clusters Score -9158708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9158707.000000 Penalty: 3634.136963
	Iteration 39Q: 3 clusters Score -9158707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9158712.000000 Penalty: 3634.136963
	Iteration 40F: 3 clusters Score -9158712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9158714.000000 Penalty: 3634.136963
	Iteration 41Q: 3 clusters Score -9158714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9158712.000000 Penalty: 3634.136963
	Iteration 42Q: 3 clusters Score -9158712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9158707.000000 Penalty: 3634.136963
	Iteration 43Q: 3 clusters Score -9158707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9158707.000000 Penalty: 3634.136963
	Iteration 44Q: 3 clusters Score -9158707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9158714.000000 Penalty: 3634.136963
	Iteration 45Q: 3 clusters Score -9158714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9158719.000000 Penalty: 3634.136963
	Iteration 46Q: 3 clusters Score -9158719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9158718.000000 Penalty: 3634.136963
	Iteration 47Q: 3 clusters Score -9158718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9158718.000000 Penalty: 3634.136963
	Iteration 48F: 3 clusters Score -9158718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -831960.812500 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -831960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -826961.750000 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -826961.8 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -828458.187500 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -828458.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -828720.187500 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -828720.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -828963.437500 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -828963.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -829214.250000 Penalty: 2860.281738
	Iteration 4F: 3 clusters Score -829214.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -829460.312500 Penalty: 2860.281738
	Iteration 5F: 3 clusters Score -829460.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -829760.000000 Penalty: 2860.281738
	Iteration 6F: 3 clusters Score -829760 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -830028.812500 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -830028.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -830261.187500 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -830261.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -830503.562500 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -830503.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -830698.125000 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -830698.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -830858.750000 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -830858.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -831039.375000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -831039.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -831207.937500 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -831207.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -831357.187500 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -831357.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -831443.937500 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -831443.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -831495.375000 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -831495.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -831524.937500 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -831524.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -831543.312500 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -831543.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -831551.750000 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -831551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -831557.312500 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -831557.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -831559.500000 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -831559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -831561.062500 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -831561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -831561.875000 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -831561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -831564.562500 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -831564.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -831566.437500 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -831566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -831566.687500 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -831566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -831568.562500 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -831568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -831571.500000 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -831571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -831571.187500 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -831571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -831572.000000 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -831572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -831572.187500 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -831572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -831573.312500 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -831573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -831574.375000 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -831574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -831573.625000 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -831573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -831573.625000 Penalty: 2860.281738
	Iteration 35F: 3 clusters Score -831573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (67918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Entering Unmasked Estep 
Score: -9034102.000000 Penalty: 1807.984253
	Iteration 0F: 2 clusters Score -9034102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -8989607.000000 Penalty: 3615.968506
	Iteration 0F: 3 clusters Score -8989607 nChanged 32252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -9008085.000000 Penalty: 3615.968506
	Iteration 1F: 3 clusters Score -9008085 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -9008636.000000 Penalty: 3615.968506
	Iteration 2Q: 3 clusters Score -9008636 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -9009264.000000 Penalty: 3615.968506
	Iteration 3Q: 3 clusters Score -9009264 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -9010115.000000 Penalty: 3615.968506
	Iteration 4Q: 3 clusters Score -9010115 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -9011696.000000 Penalty: 3615.968506
	Iteration 5F: 3 clusters Score -9011696 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -9014639.000000 Penalty: 3615.968506
	Iteration 6F: 3 clusters Score -9014639 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -9018955.000000 Penalty: 3615.968506
	Iteration 7F: 3 clusters Score -9018955 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -9024310.000000 Penalty: 3615.968506
	Iteration 8F: 3 clusters Score -9024310 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -9028507.000000 Penalty: 3615.968506
	Iteration 9F: 3 clusters Score -9028507 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -9031009.000000 Penalty: 3615.968506
	Iteration 10Q: 3 clusters Score -9031009 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -9031990.000000 Penalty: 3615.968506
	Iteration 11Q: 3 clusters Score -9031990 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -9032331.000000 Penalty: 3615.968506
	Iteration 12Q: 3 clusters Score -9032331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -9032434.000000 Penalty: 3615.968506
	Iteration 13Q: 3 clusters Score -9032434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -9032477.000000 Penalty: 3615.968506
	Iteration 14Q: 3 clusters Score -9032477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -9032510.000000 Penalty: 3615.968506
	Iteration 15Q: 3 clusters Score -9032510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -9032525.000000 Penalty: 3615.968506
	Iteration 16Q: 3 clusters Score -9032525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -9032529.000000 Penalty: 3615.968506
	Iteration 17Q: 3 clusters Score -9032529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -9032531.000000 Penalty: 3615.968506
	Iteration 18Q: 3 clusters Score -9032531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -9032539.000000 Penalty: 3615.968506
	Iteration 19Q: 3 clusters Score -9032539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -9032549.000000 Penalty: 3615.968506
	Iteration 20F: 3 clusters Score -9032549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -9032551.000000 Penalty: 3615.968506
	Iteration 21Q: 3 clusters Score -9032551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -9032564.000000 Penalty: 3615.968506
	Iteration 22Q: 3 clusters Score -9032564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9032568.000000 Penalty: 3615.968506
	Iteration 23Q: 3 clusters Score -9032568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9032568.000000 Penalty: 3615.968506
	Iteration 24F: 3 clusters Score -9032568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Entering Unmasked Estep 
Score: -1644510.625000 Penalty: 1534.918091
	Iteration 0F: 2 clusters Score -1644511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1635617.375000 Penalty: 3069.836182
	Iteration 0F: 3 clusters Score -1635617 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1638659.000000 Penalty: 3069.836182
	Iteration 1F: 3 clusters Score -1638659 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1638969.625000 Penalty: 3069.836182
	Iteration 2F: 3 clusters Score -1638970 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1639295.750000 Penalty: 3069.836182
	Iteration 3F: 3 clusters Score -1639296 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1639624.500000 Penalty: 3069.836182
	Iteration 4F: 3 clusters Score -1639624 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1639971.625000 Penalty: 3069.836182
	Iteration 5F: 3 clusters Score -1639972 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1640353.875000 Penalty: 3069.836182
	Iteration 6F: 3 clusters Score -1640354 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1640745.500000 Penalty: 3069.836182
	Iteration 7F: 3 clusters Score -1640746 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1641054.000000 Penalty: 3069.836182
	Iteration 8Q: 3 clusters Score -1641054 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1641296.250000 Penalty: 3069.836182
	Iteration 9Q: 3 clusters Score -1641296 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1641469.375000 Penalty: 3069.836182
	Iteration 10Q: 3 clusters Score -1641469 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1641659.000000 Penalty: 3069.836182
	Iteration 11Q: 3 clusters Score -1641659 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1641885.375000 Penalty: 3069.836182
	Iteration 12Q: 3 clusters Score -1641885 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1642128.750000 Penalty: 3069.836182
	Iteration 13Q: 3 clusters Score -1642129 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1642322.000000 Penalty: 3069.836182
	Iteration 14Q: 3 clusters Score -1642322 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1642510.000000 Penalty: 3069.836182
	Iteration 15Q: 3 clusters Score -1642510 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1642693.625000 Penalty: 3069.836182
	Iteration 16Q: 3 clusters Score -1642694 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1642807.750000 Penalty: 3069.836182
	Iteration 17Q: 3 clusters Score -1642808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1642880.750000 Penalty: 3069.836182
	Iteration 18Q: 3 clusters Score -1642881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1642927.625000 Penalty: 3069.836182
	Iteration 19Q: 3 clusters Score -1642928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1642958.000000 Penalty: 3069.836182
	Iteration 20F: 3 clusters Score -1642958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1642983.500000 Penalty: 3069.836182
	Iteration 21Q: 3 clusters Score -1642984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1642996.000000 Penalty: 3069.836182
	Iteration 22Q: 3 clusters Score -1642996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1643015.125000 Penalty: 3069.836182
	Iteration 23Q: 3 clusters Score -1643015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1643030.125000 Penalty: 3069.836182
	Iteration 24Q: 3 clusters Score -1643030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1643039.250000 Penalty: 3069.836182
	Iteration 25Q: 3 clusters Score -1643039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1643051.250000 Penalty: 3069.836182
	Iteration 26Q: 3 clusters Score -1643051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1643057.375000 Penalty: 3069.836182
	Iteration 27Q: 3 clusters Score -1643057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1643064.875000 Penalty: 3069.836182
	Iteration 28Q: 3 clusters Score -1643065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1643074.250000 Penalty: 3069.836182
	Iteration 29Q: 3 clusters Score -1643074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1643086.250000 Penalty: 3069.836182
	Iteration 30Q: 3 clusters Score -1643086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1643095.375000 Penalty: 3069.836182
	Iteration 31Q: 3 clusters Score -1643095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1643106.500000 Penalty: 3069.836182
	Iteration 32Q: 3 clusters Score -1643106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1643121.625000 Penalty: 3069.836182
	Iteration 33Q: 3 clusters Score -1643122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1643131.750000 Penalty: 3069.836182
	Iteration 34Q: 3 clusters Score -1643132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1643138.000000 Penalty: 3069.836182
	Iteration 35Q: 3 clusters Score -1643138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1643149.250000 Penalty: 3069.836182
	Iteration 36Q: 3 clusters Score -1643149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1643154.000000 Penalty: 3069.836182
	Iteration 37Q: 3 clusters Score -1643154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1643169.375000 Penalty: 3069.836182
	Iteration 38Q: 3 clusters Score -1643169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1643171.625000 Penalty: 3069.836182
	Iteration 39Q: 3 clusters Score -1643172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1643177.250000 Penalty: 3069.836182
	Iteration 40F: 3 clusters Score -1643177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1643182.000000 Penalty: 3069.836182
	Iteration 41Q: 3 clusters Score -1643182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1643185.250000 Penalty: 3069.836182
	Iteration 42Q: 3 clusters Score -1643185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1643185.875000 Penalty: 3069.836182
	Iteration 43Q: 3 clusters Score -1643186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1643184.500000 Penalty: 3069.836182
	Iteration 44Q: 3 clusters Score -1643184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1643189.375000 Penalty: 3069.836182
	Iteration 45Q: 3 clusters Score -1643189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1643187.125000 Penalty: 3069.836182
	Iteration 46Q: 3 clusters Score -1643187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1643191.375000 Penalty: 3069.836182
	Iteration 47Q: 3 clusters Score -1643191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1643194.375000 Penalty: 3069.836182
	Iteration 48Q: 3 clusters Score -1643194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1643192.375000 Penalty: 3069.836182
	Iteration 49Q: 3 clusters Score -1643192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1643194.625000 Penalty: 3069.836182
	Iteration 50Q: 3 clusters Score -1643195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1643196.625000 Penalty: 3069.836182
	Iteration 51Q: 3 clusters Score -1643197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1643196.000000 Penalty: 3069.836182
	Iteration 52Q: 3 clusters Score -1643196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1643195.750000 Penalty: 3069.836182
	Iteration 53Q: 3 clusters Score -1643196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1643194.500000 Penalty: 3069.836182
	Iteration 54Q: 3 clusters Score -1643194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1643196.625000 Penalty: 3069.836182
	Iteration 55Q: 3 clusters Score -1643197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1643197.750000 Penalty: 3069.836182
	Iteration 56Q: 3 clusters Score -1643198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1643196.375000 Penalty: 3069.836182
	Iteration 57Q: 3 clusters Score -1643196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1643196.375000 Penalty: 3069.836182
	Iteration 58F: 3 clusters Score -1643196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -38421.566406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -38421.57 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 179 members 
Entering Unmasked Estep 
Score: -37593.386719 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -37593.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37746.476562 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -37746.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37780.406250 Penalty: 1921.008911
	Iteration 2Q: 3 clusters Score -37780.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37789.820312 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -37789.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37791.527344 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -37791.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37792.148438 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -37792.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37792.148438 Penalty: 1921.008911
	Iteration 6F: 3 clusters Score -37792.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -93778.726562 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -93778.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92511.265625 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -92511.27 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92736.539062 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -92736.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92808.429688 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -92808.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92838.007812 Penalty: 2154.972168
	Iteration 3Q: 3 clusters Score -92838.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92860.617188 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -92860.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92872.835938 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -92872.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92883.085938 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -92883.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92898.273438 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -92898.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92910.656250 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -92910.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92921.031250 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -92921.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92928.218750 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -92928.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92932.781250 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -92932.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92939.554688 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -92939.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92947.414062 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -92947.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92949.601562 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -92949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92955.812500 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -92955.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92960.031250 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -92960.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92961.851562 Penalty: 2154.972168
	Iteration 17Q: 3 clusters Score -92961.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92964.007812 Penalty: 2154.972168
	Iteration 18Q: 3 clusters Score -92964.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92971.085938 Penalty: 2154.972168
	Iteration 19Q: 3 clusters Score -92971.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92976.164062 Penalty: 2154.972168
	Iteration 20F: 3 clusters Score -92976.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92976.398438 Penalty: 2154.972168
	Iteration 21Q: 3 clusters Score -92976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92977.820312 Penalty: 2154.972168
	Iteration 22Q: 3 clusters Score -92977.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92989.218750 Penalty: 2154.972168
	Iteration 23Q: 3 clusters Score -92989.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93006.585938 Penalty: 2154.972168
	Iteration 24Q: 3 clusters Score -93006.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93018.968750 Penalty: 2154.972168
	Iteration 25Q: 3 clusters Score -93018.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93035.546875 Penalty: 2154.972168
	Iteration 26Q: 3 clusters Score -93035.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93053.132812 Penalty: 2154.972168
	Iteration 27Q: 3 clusters Score -93053.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93069.171875 Penalty: 2154.972168
	Iteration 28Q: 3 clusters Score -93069.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93089.164062 Penalty: 2154.972168
	Iteration 29Q: 3 clusters Score -93089.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93101.171875 Penalty: 2154.972168
	Iteration 30Q: 3 clusters Score -93101.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93107.406250 Penalty: 2154.972168
	Iteration 31Q: 3 clusters Score -93107.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93112.109375 Penalty: 2154.972168
	Iteration 32Q: 3 clusters Score -93112.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93113.476562 Penalty: 2154.972168
	Iteration 33Q: 3 clusters Score -93113.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93115.648438 Penalty: 2154.972168
	Iteration 34Q: 3 clusters Score -93115.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93115.648438 Penalty: 2154.972168
	Iteration 35F: 3 clusters Score -93115.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Entering Unmasked Estep 
Score: -7728510.500000 Penalty: 1782.673706
	Iteration 0F: 2 clusters Score -7728510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -7689923.500000 Penalty: 3565.347412
	Iteration 0F: 3 clusters Score -7689924 nChanged 27620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -7705466.000000 Penalty: 3565.347412
	Iteration 1F: 3 clusters Score -7705466 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7705872.500000 Penalty: 3565.347412
	Iteration 2Q: 3 clusters Score -7705872 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7706354.500000 Penalty: 3565.347412
	Iteration 3Q: 3 clusters Score -7706354 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -7707029.500000 Penalty: 3565.347412
	Iteration 4Q: 3 clusters Score -7707030 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -7707942.000000 Penalty: 3565.347412
	Iteration 5Q: 3 clusters Score -7707942 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -7709525.000000 Penalty: 3565.347412
	Iteration 6F: 3 clusters Score -7709525 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -7712040.500000 Penalty: 3565.347412
	Iteration 7F: 3 clusters Score -7712040 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -7715461.500000 Penalty: 3565.347412
	Iteration 8F: 3 clusters Score -7715462 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -7719468.500000 Penalty: 3565.347412
	Iteration 9F: 3 clusters Score -7719468 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -7722741.500000 Penalty: 3565.347412
	Iteration 10F: 3 clusters Score -7722742 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7724701.000000 Penalty: 3565.347412
	Iteration 11Q: 3 clusters Score -7724701 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7725747.000000 Penalty: 3565.347412
	Iteration 12Q: 3 clusters Score -7725747 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -7726293.000000 Penalty: 3565.347412
	Iteration 13Q: 3 clusters Score -7726293 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -7726555.000000 Penalty: 3565.347412
	Iteration 14Q: 3 clusters Score -7726555 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -7726728.000000 Penalty: 3565.347412
	Iteration 15Q: 3 clusters Score -7726728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -7726851.000000 Penalty: 3565.347412
	Iteration 16Q: 3 clusters Score -7726851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -7726896.000000 Penalty: 3565.347412
	Iteration 17Q: 3 clusters Score -7726896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7726922.000000 Penalty: 3565.347412
	Iteration 18Q: 3 clusters Score -7726922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7726926.500000 Penalty: 3565.347412
	Iteration 19Q: 3 clusters Score -7726926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7726954.500000 Penalty: 3565.347412
	Iteration 20F: 3 clusters Score -7726954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7726962.000000 Penalty: 3565.347412
	Iteration 21Q: 3 clusters Score -7726962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -7726978.000000 Penalty: 3565.347412
	Iteration 22Q: 3 clusters Score -7726978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7726976.500000 Penalty: 3565.347412
	Iteration 23Q: 3 clusters Score -7726976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -7726980.000000 Penalty: 3565.347412
	Iteration 24Q: 3 clusters Score -7726980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -7726978.500000 Penalty: 3565.347412
	Iteration 25Q: 3 clusters Score -7726978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7726978.000000 Penalty: 3565.347412
	Iteration 26Q: 3 clusters Score -7726978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -7726987.000000 Penalty: 3565.347412
	Iteration 27Q: 3 clusters Score -7726987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -7726987.500000 Penalty: 3565.347412
	Iteration 28Q: 3 clusters Score -7726988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -7726985.000000 Penalty: 3565.347412
	Iteration 29Q: 3 clusters Score -7726985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7726996.500000 Penalty: 3565.347412
	Iteration 30Q: 3 clusters Score -7726996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7726996.000000 Penalty: 3565.347412
	Iteration 31Q: 3 clusters Score -7726996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -7726996.500000 Penalty: 3565.347412
	Iteration 32Q: 3 clusters Score -7726996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -7726993.000000 Penalty: 3565.347412
	Iteration 33Q: 3 clusters Score -7726993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -7726997.000000 Penalty: 3565.347412
	Iteration 34Q: 3 clusters Score -7726997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -7727001.000000 Penalty: 3565.347412
	Iteration 35Q: 3 clusters Score -7727001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -7727001.000000 Penalty: 3565.347412
	Iteration 36F: 3 clusters Score -7727001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (23169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Entering Unmasked Estep 
Score: -3052733.750000 Penalty: 1633.217651
	Iteration 0F: 2 clusters Score -3052734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3036962.000000 Penalty: 3266.435303
	Iteration 0F: 3 clusters Score -3036962 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3042723.000000 Penalty: 3266.435303
	Iteration 1F: 3 clusters Score -3042723 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3043164.250000 Penalty: 3266.435303
	Iteration 2Q: 3 clusters Score -3043164 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3043783.250000 Penalty: 3266.435303
	Iteration 3Q: 3 clusters Score -3043783 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3044812.500000 Penalty: 3266.435303
	Iteration 4F: 3 clusters Score -3044812 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3046298.000000 Penalty: 3266.435303
	Iteration 5F: 3 clusters Score -3046298 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3048107.750000 Penalty: 3266.435303
	Iteration 6F: 3 clusters Score -3048108 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3050099.750000 Penalty: 3266.435303
	Iteration 7F: 3 clusters Score -3050100 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3051743.500000 Penalty: 3266.435303
	Iteration 8F: 3 clusters Score -3051744 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3052393.500000 Penalty: 3266.435303
	Iteration 9Q: 3 clusters Score -3052394 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3052520.500000 Penalty: 3266.435303
	Iteration 10Q: 3 clusters Score -3052520 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3052551.500000 Penalty: 3266.435303
	Iteration 11Q: 3 clusters Score -3052552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3052571.000000 Penalty: 3266.435303
	Iteration 12Q: 3 clusters Score -3052571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3052580.000000 Penalty: 3266.435303
	Iteration 13Q: 3 clusters Score -3052580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3052576.250000 Penalty: 3266.435303
	Iteration 14Q: 3 clusters Score -3052576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3052580.750000 Penalty: 3266.435303
	Iteration 15Q: 3 clusters Score -3052581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3052589.250000 Penalty: 3266.435303
	Iteration 16Q: 3 clusters Score -3052589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3052585.000000 Penalty: 3266.435303
	Iteration 17Q: 3 clusters Score -3052585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3052584.000000 Penalty: 3266.435303
	Iteration 18Q: 3 clusters Score -3052584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3052584.250000 Penalty: 3266.435303
	Iteration 19Q: 3 clusters Score -3052584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3052588.250000 Penalty: 3266.435303
	Iteration 20F: 3 clusters Score -3052588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3052582.750000 Penalty: 3266.435303
	Iteration 21Q: 3 clusters Score -3052583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3052582.750000 Penalty: 3266.435303
	Iteration 22F: 3 clusters Score -3052583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -334529.812500 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -334529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -332074.062500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -332074.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -332627.437500 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -332627.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -332730.968750 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -332731 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -332795.218750 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -332795.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -332844.625000 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -332844.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332892.156250 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -332892.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -332944.437500 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -332944.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -332987.906250 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -332987.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333025.000000 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -333025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -333058.062500 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -333058.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -333100.843750 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -333100.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -333132.812500 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -333132.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -333155.437500 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -333155.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -333179.718750 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -333179.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -333201.437500 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -333201.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -333219.500000 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -333219.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -333234.875000 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -333234.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -333248.906250 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -333248.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -333262.125000 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -333262.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -333272.718750 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -333272.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -333287.750000 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -333287.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -333294.468750 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -333294.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -333300.656250 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -333300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -333305.437500 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -333305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -333311.750000 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -333311.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -333319.062500 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -333319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -333323.406250 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -333323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -333328.500000 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -333328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -333330.625000 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -333330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -333334.906250 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -333334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -333338.718750 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -333338.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -333342.656250 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -333342.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -333348.156250 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -333348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -333353.625000 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -333353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -333356.687500 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -333356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -333359.593750 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -333359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -333364.375000 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -333364.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -333370.250000 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -333370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -333376.312500 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -333376.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -333383.437500 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -333383.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -333396.968750 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -333397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -333411.250000 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -333411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -333418.562500 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -333418.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -333425.531250 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -333425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -333429.250000 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -333429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -333432.250000 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -333432.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -333437.093750 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -333437.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -333443.281250 Penalty: 2552.800049
	Iteration 47Q: 3 clusters Score -333443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -333451.156250 Penalty: 2552.800049
	Iteration 48Q: 3 clusters Score -333451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -333454.031250 Penalty: 2552.800049
	Iteration 49Q: 3 clusters Score -333454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -333456.843750 Penalty: 2552.800049
	Iteration 50Q: 3 clusters Score -333456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -333459.312500 Penalty: 2552.800049
	Iteration 51Q: 3 clusters Score -333459.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -333462.781250 Penalty: 2552.800049
	Iteration 52Q: 3 clusters Score -333462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -333465.593750 Penalty: 2552.800049
	Iteration 53Q: 3 clusters Score -333465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -333467.468750 Penalty: 2552.800049
	Iteration 54Q: 3 clusters Score -333467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -333468.750000 Penalty: 2552.800049
	Iteration 55Q: 3 clusters Score -333468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -333470.468750 Penalty: 2552.800049
	Iteration 56Q: 3 clusters Score -333470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -333472.218750 Penalty: 2552.800049
	Iteration 57Q: 3 clusters Score -333472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -333473.437500 Penalty: 2552.800049
	Iteration 58Q: 3 clusters Score -333473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -333475.656250 Penalty: 2552.800049
	Iteration 59Q: 3 clusters Score -333475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -333479.125000 Penalty: 2552.800049
	Iteration 60F: 3 clusters Score -333479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -333479.812500 Penalty: 2552.800049
	Iteration 61Q: 3 clusters Score -333479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -333480.781250 Penalty: 2552.800049
	Iteration 62Q: 3 clusters Score -333480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -333480.781250 Penalty: 2552.800049
	Iteration 63F: 3 clusters Score -333480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5540.729980 Penalty: 721.930847
	Iteration 0F: 2 clusters Score -5540.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -5410.143555 Penalty: 1443.861694
	Iteration 0F: 3 clusters Score -5410.144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5422.697266 Penalty: 1443.861694
	Iteration 1Q: 3 clusters Score -5422.697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5422.697266 Penalty: 1443.861694
	Iteration 2F: 3 clusters Score -5422.697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (59965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Entering Unmasked Estep 
Score: -7943521.000000 Penalty: 1787.746460
	Iteration 0F: 2 clusters Score -7943521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7903885.500000 Penalty: 3575.492920
	Iteration 0F: 3 clusters Score -7903886 nChanged 28264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -7919883.000000 Penalty: 3575.492920
	Iteration 1F: 3 clusters Score -7919883 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -7920363.000000 Penalty: 3575.492920
	Iteration 2Q: 3 clusters Score -7920363 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -7920858.500000 Penalty: 3575.492920
	Iteration 3Q: 3 clusters Score -7920858 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -7921419.000000 Penalty: 3575.492920
	Iteration 4Q: 3 clusters Score -7921419 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -7921977.000000 Penalty: 3575.492920
	Iteration 5Q: 3 clusters Score -7921977 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -7922670.000000 Penalty: 3575.492920
	Iteration 6Q: 3 clusters Score -7922670 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -7923526.000000 Penalty: 3575.492920
	Iteration 7Q: 3 clusters Score -7923526 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7924421.500000 Penalty: 3575.492920
	Iteration 8Q: 3 clusters Score -7924422 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -7925482.000000 Penalty: 3575.492920
	Iteration 9Q: 3 clusters Score -7925482 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -7926707.500000 Penalty: 3575.492920
	Iteration 10Q: 3 clusters Score -7926708 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7927965.500000 Penalty: 3575.492920
	Iteration 11Q: 3 clusters Score -7927966 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -7929325.000000 Penalty: 3575.492920
	Iteration 12Q: 3 clusters Score -7929325 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -7930956.500000 Penalty: 3575.492920
	Iteration 13Q: 3 clusters Score -7930956 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7932819.000000 Penalty: 3575.492920
	Iteration 14Q: 3 clusters Score -7932819 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -7934901.500000 Penalty: 3575.492920
	Iteration 15Q: 3 clusters Score -7934902 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7937164.000000 Penalty: 3575.492920
	Iteration 16Q: 3 clusters Score -7937164 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7939332.500000 Penalty: 3575.492920
	Iteration 17Q: 3 clusters Score -7939332 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7940779.000000 Penalty: 3575.492920
	Iteration 18Q: 3 clusters Score -7940779 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7941456.500000 Penalty: 3575.492920
	Iteration 19Q: 3 clusters Score -7941456 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7941714.000000 Penalty: 3575.492920
	Iteration 20F: 3 clusters Score -7941714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7941811.500000 Penalty: 3575.492920
	Iteration 21Q: 3 clusters Score -7941812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7941849.000000 Penalty: 3575.492920
	Iteration 22Q: 3 clusters Score -7941849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7941883.500000 Penalty: 3575.492920
	Iteration 23Q: 3 clusters Score -7941884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7941908.500000 Penalty: 3575.492920
	Iteration 24Q: 3 clusters Score -7941908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7941933.500000 Penalty: 3575.492920
	Iteration 25Q: 3 clusters Score -7941934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7941951.000000 Penalty: 3575.492920
	Iteration 26Q: 3 clusters Score -7941951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7941961.000000 Penalty: 3575.492920
	Iteration 27Q: 3 clusters Score -7941961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7941963.500000 Penalty: 3575.492920
	Iteration 28Q: 3 clusters Score -7941964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7941965.500000 Penalty: 3575.492920
	Iteration 29Q: 3 clusters Score -7941966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7941972.500000 Penalty: 3575.492920
	Iteration 30Q: 3 clusters Score -7941972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7941977.000000 Penalty: 3575.492920
	Iteration 31Q: 3 clusters Score -7941977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7941982.000000 Penalty: 3575.492920
	Iteration 32Q: 3 clusters Score -7941982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7941983.000000 Penalty: 3575.492920
	Iteration 33Q: 3 clusters Score -7941983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7941981.500000 Penalty: 3575.492920
	Iteration 34Q: 3 clusters Score -7941982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7941987.000000 Penalty: 3575.492920
	Iteration 35Q: 3 clusters Score -7941987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7941987.000000 Penalty: 3575.492920
	Iteration 36F: 3 clusters Score -7941987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -442151.875000 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -442151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -439271.531250 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -439271.5 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -439972.968750 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -439973 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -440100.375000 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -440100.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -440173.000000 Penalty: 2632.453857
	Iteration 3Q: 3 clusters Score -440173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -440217.031250 Penalty: 2632.453857
	Iteration 4Q: 3 clusters Score -440217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -440255.250000 Penalty: 2632.453857
	Iteration 5Q: 3 clusters Score -440255.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -440283.312500 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -440283.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -440302.406250 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -440302.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -440318.625000 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -440318.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -440334.250000 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -440334.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -440349.750000 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -440349.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -440366.500000 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -440366.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -440382.250000 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -440382.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -440397.281250 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -440397.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -440408.968750 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -440409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -440421.781250 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -440421.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -440438.437500 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -440438.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -440452.531250 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -440452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -440468.031250 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -440468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -440478.281250 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -440478.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -440489.531250 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -440489.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -440510.281250 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -440510.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -440531.375000 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -440531.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -440548.718750 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -440548.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -440566.031250 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -440566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -440589.656250 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -440589.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -440613.812500 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -440613.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -440636.031250 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -440636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -440666.093750 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -440666.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -440698.187500 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -440698.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -440720.343750 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -440720.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -440742.187500 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -440742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -440760.156250 Penalty: 2632.453857
	Iteration 32Q: 3 clusters Score -440760.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -440770.312500 Penalty: 2632.453857
	Iteration 33Q: 3 clusters Score -440770.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -440780.875000 Penalty: 2632.453857
	Iteration 34Q: 3 clusters Score -440780.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -440791.562500 Penalty: 2632.453857
	Iteration 35Q: 3 clusters Score -440791.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -440806.500000 Penalty: 2632.453857
	Iteration 36Q: 3 clusters Score -440806.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -440817.125000 Penalty: 2632.453857
	Iteration 37Q: 3 clusters Score -440817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -440828.937500 Penalty: 2632.453857
	Iteration 38Q: 3 clusters Score -440828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -440840.093750 Penalty: 2632.453857
	Iteration 39Q: 3 clusters Score -440840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -440849.281250 Penalty: 2632.453857
	Iteration 40F: 3 clusters Score -440849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -440854.531250 Penalty: 2632.453857
	Iteration 41Q: 3 clusters Score -440854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -440861.156250 Penalty: 2632.453857
	Iteration 42Q: 3 clusters Score -440861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -440869.593750 Penalty: 2632.453857
	Iteration 43Q: 3 clusters Score -440869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -440877.125000 Penalty: 2632.453857
	Iteration 44Q: 3 clusters Score -440877.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -440892.625000 Penalty: 2632.453857
	Iteration 45Q: 3 clusters Score -440892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -440911.093750 Penalty: 2632.453857
	Iteration 46Q: 3 clusters Score -440911.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -440928.250000 Penalty: 2632.453857
	Iteration 47Q: 3 clusters Score -440928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -440941.843750 Penalty: 2632.453857
	Iteration 48Q: 3 clusters Score -440941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -440956.906250 Penalty: 2632.453857
	Iteration 49Q: 3 clusters Score -440956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -440961.656250 Penalty: 2632.453857
	Iteration 50Q: 3 clusters Score -440961.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -440967.750000 Penalty: 2632.453857
	Iteration 51Q: 3 clusters Score -440967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -440969.093750 Penalty: 2632.453857
	Iteration 52Q: 3 clusters Score -440969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -440970.218750 Penalty: 2632.453857
	Iteration 53Q: 3 clusters Score -440970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -440970.281250 Penalty: 2632.453857
	Iteration 54Q: 3 clusters Score -440970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -440970.281250 Penalty: 2632.453857
	Iteration 55F: 3 clusters Score -440970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47425 members 
Mstep: Class 3 contains 60325 members 
Mstep: Class 4 contains 16016 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 50077 members 
Mstep: Class 9 contains 14007 members 
Mstep: Class 10 contains 61189 members 
Mstep: Class 11 contains 49261 members 
Mstep: Class 12 contains 64240 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 55449 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 67421 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 52902 members 
Mstep: Class 25 contains 75004 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71823 members 
Mstep: Class 30 contains 6640 members 
Mstep: Class 31 contains 67918 members 
Mstep: Class 32 contains 12653 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58122 members 
Mstep: Class 36 contains 23169 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59965 members 
Mstep: Class 40 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787072.000000 Penalty: 89804.523438
Iteration 479Q: 41 clusters Score -1.277871e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47435 members 
Mstep: Class 3 contains 59158 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 13668 members 
Mstep: Class 8 contains 50047 members 
Mstep: Class 9 contains 14008 members 
Mstep: Class 10 contains 61250 members 
Mstep: Class 11 contains 49214 members 
Mstep: Class 12 contains 64112 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 55391 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 67802 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53010 members 
Mstep: Class 25 contains 75156 members 
Mstep: Class 26 contains 13808 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71832 members 
Mstep: Class 30 contains 6643 members 
Mstep: Class 31 contains 68713 members 
Mstep: Class 32 contains 12644 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58008 members 
Mstep: Class 36 contains 23327 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59842 members 
Mstep: Class 40 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787040.000000 Penalty: 89804.523438
Iteration 480F: 41 clusters Score -1.27787e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47452 members 
Mstep: Class 3 contains 58041 members 
Mstep: Class 4 contains 16008 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 50006 members 
Mstep: Class 9 contains 14013 members 
Mstep: Class 10 contains 60876 members 
Mstep: Class 11 contains 49182 members 
Mstep: Class 12 contains 63983 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 55339 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68167 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53092 members 
Mstep: Class 25 contains 75317 members 
Mstep: Class 26 contains 13810 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71844 members 
Mstep: Class 30 contains 6643 members 
Mstep: Class 31 contains 69522 members 
Mstep: Class 32 contains 12642 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58253 members 
Mstep: Class 36 contains 23477 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59752 members 
Mstep: Class 40 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787432.000000 Penalty: 89804.523438
Iteration 481Q: 41 clusters Score -1.277874e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47449 members 
Mstep: Class 3 contains 57173 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 49976 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 60271 members 
Mstep: Class 11 contains 49168 members 
Mstep: Class 12 contains 63846 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 55307 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68480 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53185 members 
Mstep: Class 25 contains 75469 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71854 members 
Mstep: Class 30 contains 6641 members 
Mstep: Class 31 contains 70182 members 
Mstep: Class 32 contains 12631 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 58699 members 
Mstep: Class 36 contains 23627 members 
Mstep: Class 37 contains 2576 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59622 members 
Mstep: Class 40 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787360.000000 Penalty: 89804.523438
Iteration 482Q: 41 clusters Score -1.277874e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47471 members 
Mstep: Class 3 contains 56623 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 49931 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 59508 members 
Mstep: Class 11 contains 49151 members 
Mstep: Class 12 contains 63732 members 
Mstep: Class 13 contains 11773 members 
Mstep: Class 14 contains 55282 members 
Mstep: Class 15 contains 4974 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68693 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53249 members 
Mstep: Class 25 contains 75602 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71866 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 70657 members 
Mstep: Class 32 contains 12618 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59302 members 
Mstep: Class 36 contains 23763 members 
Mstep: Class 37 contains 2574 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59510 members 
Mstep: Class 40 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787184.000000 Penalty: 89804.523438
Iteration 483Q: 41 clusters Score -1.277872e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47491 members 
Mstep: Class 3 contains 56364 members 
Mstep: Class 4 contains 16005 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 49862 members 
Mstep: Class 9 contains 14018 members 
Mstep: Class 10 contains 58867 members 
Mstep: Class 11 contains 49163 members 
Mstep: Class 12 contains 63598 members 
Mstep: Class 13 contains 11771 members 
Mstep: Class 14 contains 55258 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68750 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53273 members 
Mstep: Class 25 contains 75747 members 
Mstep: Class 26 contains 13807 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71874 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 70968 members 
Mstep: Class 32 contains 12603 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 59880 members 
Mstep: Class 36 contains 23899 members 
Mstep: Class 37 contains 2574 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59381 members 
Mstep: Class 40 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786928.000000 Penalty: 89804.523438
Iteration 484Q: 41 clusters Score -1.277869e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47495 members 
Mstep: Class 3 contains 56413 members 
Mstep: Class 4 contains 16002 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 49804 members 
Mstep: Class 9 contains 14023 members 
Mstep: Class 10 contains 58261 members 
Mstep: Class 11 contains 49157 members 
Mstep: Class 12 contains 63450 members 
Mstep: Class 13 contains 11775 members 
Mstep: Class 14 contains 55242 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68635 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53272 members 
Mstep: Class 25 contains 75910 members 
Mstep: Class 26 contains 13810 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71882 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 71161 members 
Mstep: Class 32 contains 12590 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 60405 members 
Mstep: Class 36 contains 24018 members 
Mstep: Class 37 contains 2575 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59276 members 
Mstep: Class 40 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786992.000000 Penalty: 89804.523438
Iteration 485Q: 41 clusters Score -1.27787e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47512 members 
Mstep: Class 3 contains 56605 members 
Mstep: Class 4 contains 16000 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 49736 members 
Mstep: Class 9 contains 14030 members 
Mstep: Class 10 contains 57727 members 
Mstep: Class 11 contains 49157 members 
Mstep: Class 12 contains 63315 members 
Mstep: Class 13 contains 11777 members 
Mstep: Class 14 contains 55222 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68442 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53246 members 
Mstep: Class 25 contains 76054 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71892 members 
Mstep: Class 30 contains 6611 members 
Mstep: Class 31 contains 71178 members 
Mstep: Class 32 contains 12584 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 60959 members 
Mstep: Class 36 contains 24147 members 
Mstep: Class 37 contains 2575 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59191 members 
Mstep: Class 40 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787144.000000 Penalty: 89804.523438
Iteration 486Q: 41 clusters Score -1.277871e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47529 members 
Mstep: Class 3 contains 56985 members 
Mstep: Class 4 contains 15999 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 49677 members 
Mstep: Class 9 contains 14037 members 
Mstep: Class 10 contains 57168 members 
Mstep: Class 11 contains 49159 members 
Mstep: Class 12 contains 63176 members 
Mstep: Class 13 contains 11779 members 
Mstep: Class 14 contains 55207 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 68139 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53254 members 
Mstep: Class 25 contains 76195 members 
Mstep: Class 26 contains 13808 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71907 members 
Mstep: Class 30 contains 6611 members 
Mstep: Class 31 contains 71122 members 
Mstep: Class 32 contains 12574 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61511 members 
Mstep: Class 36 contains 24282 members 
Mstep: Class 37 contains 2576 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 59085 members 
Mstep: Class 40 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787344.000000 Penalty: 89804.523438
Iteration 487Q: 41 clusters Score -1.277873e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47524 members 
Mstep: Class 3 contains 57618 members 
Mstep: Class 4 contains 15997 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 49585 members 
Mstep: Class 9 contains 14046 members 
Mstep: Class 10 contains 56549 members 
Mstep: Class 11 contains 49160 members 
Mstep: Class 12 contains 63037 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 55215 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5751 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 67792 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53270 members 
Mstep: Class 25 contains 76331 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71913 members 
Mstep: Class 30 contains 6614 members 
Mstep: Class 31 contains 70903 members 
Mstep: Class 32 contains 12568 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62129 members 
Mstep: Class 36 contains 24405 members 
Mstep: Class 37 contains 2575 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58957 members 
Mstep: Class 40 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787304.000000 Penalty: 89804.523438
Iteration 488Q: 41 clusters Score -1.277873e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47495 members 
Mstep: Class 3 contains 58207 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 49503 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 56183 members 
Mstep: Class 11 contains 49155 members 
Mstep: Class 12 contains 62930 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 55212 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5750 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67424 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53293 members 
Mstep: Class 25 contains 76433 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71918 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 70665 members 
Mstep: Class 32 contains 12562 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62628 members 
Mstep: Class 36 contains 24520 members 
Mstep: Class 37 contains 2573 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58825 members 
Mstep: Class 40 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787456.000000 Penalty: 89804.523438
Iteration 489Q: 41 clusters Score -1.277875e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47495 members 
Mstep: Class 3 contains 58702 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 49401 members 
Mstep: Class 9 contains 14067 members 
Mstep: Class 10 contains 55973 members 
Mstep: Class 11 contains 49161 members 
Mstep: Class 12 contains 62803 members 
Mstep: Class 13 contains 11788 members 
Mstep: Class 14 contains 55209 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67187 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53314 members 
Mstep: Class 25 contains 76558 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71922 members 
Mstep: Class 30 contains 6605 members 
Mstep: Class 31 contains 70403 members 
Mstep: Class 32 contains 12552 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62979 members 
Mstep: Class 36 contains 24611 members 
Mstep: Class 37 contains 2570 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58680 members 
Mstep: Class 40 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787480.000000 Penalty: 89804.523438
Iteration 490Q: 41 clusters Score -1.277875e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47490 members 
Mstep: Class 3 contains 59131 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13663 members 
Mstep: Class 8 contains 49309 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 55853 members 
Mstep: Class 11 contains 49137 members 
Mstep: Class 12 contains 62686 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 55207 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 67017 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53375 members 
Mstep: Class 25 contains 76681 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71930 members 
Mstep: Class 30 contains 6597 members 
Mstep: Class 31 contains 70197 members 
Mstep: Class 32 contains 12548 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63199 members 
Mstep: Class 36 contains 24676 members 
Mstep: Class 37 contains 2566 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58514 members 
Mstep: Class 40 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787232.000000 Penalty: 89804.523438
Iteration 491Q: 41 clusters Score -1.277872e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47495 members 
Mstep: Class 3 contains 59495 members 
Mstep: Class 4 contains 15994 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 49217 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 10 contains 55903 members 
Mstep: Class 11 contains 49117 members 
Mstep: Class 12 contains 62542 members 
Mstep: Class 13 contains 11794 members 
Mstep: Class 14 contains 55201 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 66846 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53389 members 
Mstep: Class 25 contains 76817 members 
Mstep: Class 26 contains 13823 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71939 members 
Mstep: Class 30 contains 6595 members 
Mstep: Class 31 contains 69964 members 
Mstep: Class 32 contains 12547 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63365 members 
Mstep: Class 36 contains 24725 members 
Mstep: Class 37 contains 2563 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58379 members 
Mstep: Class 40 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787360.000000 Penalty: 89804.523438
Iteration 492Q: 41 clusters Score -1.277874e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47507 members 
Mstep: Class 3 contains 59871 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 49120 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 55991 members 
Mstep: Class 11 contains 49082 members 
Mstep: Class 12 contains 62407 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 55202 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 66695 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53437 members 
Mstep: Class 25 contains 76944 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71955 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 69746 members 
Mstep: Class 32 contains 12535 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63434 members 
Mstep: Class 36 contains 24767 members 
Mstep: Class 37 contains 2558 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58264 members 
Mstep: Class 40 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787256.000000 Penalty: 89804.523438
Iteration 493Q: 41 clusters Score -1.277873e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47533 members 
Mstep: Class 3 contains 60219 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 49020 members 
Mstep: Class 9 contains 14071 members 
Mstep: Class 10 contains 56148 members 
Mstep: Class 11 contains 49033 members 
Mstep: Class 12 contains 62281 members 
Mstep: Class 13 contains 11788 members 
Mstep: Class 14 contains 55211 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 2288 members 
Mstep: Class 22 contains 66578 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 77064 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71969 members 
Mstep: Class 30 contains 6586 members 
Mstep: Class 31 contains 69557 members 
Mstep: Class 32 contains 12527 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63397 members 
Mstep: Class 36 contains 24800 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58180 members 
Mstep: Class 40 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787200.000000 Penalty: 89804.523438
Iteration 494Q: 41 clusters Score -1.277872e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47557 members 
Mstep: Class 3 contains 60611 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 48921 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 56404 members 
Mstep: Class 11 contains 48998 members 
Mstep: Class 12 contains 62140 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 55225 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 66443 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53536 members 
Mstep: Class 25 contains 77180 members 
Mstep: Class 26 contains 13820 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71986 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 69320 members 
Mstep: Class 32 contains 12523 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 63244 members 
Mstep: Class 36 contains 24820 members 
Mstep: Class 37 contains 2554 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58093 members 
Mstep: Class 40 contains 3282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787600.000000 Penalty: 89804.523438
Iteration 495Q: 41 clusters Score -1.277876e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47580 members 
Mstep: Class 3 contains 61018 members 
Mstep: Class 4 contains 15993 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13665 members 
Mstep: Class 8 contains 48829 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 56788 members 
Mstep: Class 11 contains 48968 members 
Mstep: Class 12 contains 62002 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 55241 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 66339 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53644 members 
Mstep: Class 25 contains 77298 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71993 members 
Mstep: Class 30 contains 6588 members 
Mstep: Class 31 contains 69021 members 
Mstep: Class 32 contains 12513 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62948 members 
Mstep: Class 36 contains 24832 members 
Mstep: Class 37 contains 2553 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 58005 members 
Mstep: Class 40 contains 3282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787624.000000 Penalty: 89804.523438
Iteration 496Q: 41 clusters Score -1.277876e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47579 members 
Mstep: Class 3 contains 61478 members 
Mstep: Class 4 contains 15990 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 48732 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 57138 members 
Mstep: Class 11 contains 48936 members 
Mstep: Class 12 contains 61871 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 55281 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 66239 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53789 members 
Mstep: Class 25 contains 77392 members 
Mstep: Class 26 contains 13817 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 71999 members 
Mstep: Class 30 contains 6591 members 
Mstep: Class 31 contains 68720 members 
Mstep: Class 32 contains 12508 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62599 members 
Mstep: Class 36 contains 24834 members 
Mstep: Class 37 contains 2550 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 57931 members 
Mstep: Class 40 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787624.000000 Penalty: 89804.523438
Iteration 497Q: 41 clusters Score -1.277876e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47580 members 
Mstep: Class 3 contains 61958 members 
Mstep: Class 4 contains 15989 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 48617 members 
Mstep: Class 9 contains 14084 members 
Mstep: Class 10 contains 57386 members 
Mstep: Class 11 contains 48904 members 
Mstep: Class 12 contains 61774 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 55314 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5551 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 66086 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 53963 members 
Mstep: Class 25 contains 77460 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72013 members 
Mstep: Class 30 contains 6596 members 
Mstep: Class 31 contains 68436 members 
Mstep: Class 32 contains 12497 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 62327 members 
Mstep: Class 36 contains 24837 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 57877 members 
Mstep: Class 40 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787944.000000 Penalty: 89804.523438
Iteration 498Q: 41 clusters Score -1.277879e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47581 members 
Mstep: Class 3 contains 62415 members 
Mstep: Class 4 contains 15984 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 48514 members 
Mstep: Class 9 contains 14093 members 
Mstep: Class 10 contains 57651 members 
Mstep: Class 11 contains 48852 members 
Mstep: Class 12 contains 61676 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 55350 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2640 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 65918 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54136 members 
Mstep: Class 25 contains 77525 members 
Mstep: Class 26 contains 13815 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72014 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 68288 members 
Mstep: Class 32 contains 12484 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61968 members 
Mstep: Class 36 contains 24840 members 
Mstep: Class 37 contains 2547 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 57825 members 
Mstep: Class 40 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787840.000000 Penalty: 89804.523438
Iteration 499Q: 41 clusters Score -1.277878e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 47569 members 
Mstep: Class 3 contains 62835 members 
Mstep: Class 4 contains 15985 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 13666 members 
Mstep: Class 8 contains 48431 members 
Mstep: Class 9 contains 14100 members 
Mstep: Class 10 contains 57903 members 
Mstep: Class 11 contains 48793 members 
Mstep: Class 12 contains 61572 members 
Mstep: Class 13 contains 11790 members 
Mstep: Class 14 contains 55381 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 65671 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 54325 members 
Mstep: Class 25 contains 77607 members 
Mstep: Class 26 contains 13814 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 118 members 
Mstep: Class 29 contains 72018 members 
Mstep: Class 30 contains 6598 members 
Mstep: Class 31 contains 68195 members 
Mstep: Class 32 contains 12475 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 758 members 
Mstep: Class 35 contains 61616 members 
Mstep: Class 36 contains 24839 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 57791 members 
Mstep: Class 40 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787856.000000 Penalty: 89804.523438
Iteration 500F: 41 clusters Score -1.277879e+08 nChanged 2252
Maximum iterations exceeded
22->41 Clusters: Score -127787856.000000, best is -127798976.000000

Starting from 23 clusters...
--- Clustering full data set of 1000570 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 45693 members 
Mstep: Class 3 contains 45410 members 
Mstep: Class 4 contains 45376 members 
Mstep: Class 5 contains 45865 members 
Mstep: Class 6 contains 45637 members 
Mstep: Class 7 contains 45524 members 
Mstep: Class 8 contains 45427 members 
Mstep: Class 9 contains 45503 members 
Mstep: Class 10 contains 45542 members 
Mstep: Class 11 contains 45268 members 
Mstep: Class 12 contains 45363 members 
Mstep: Class 13 contains 45392 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 45495 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 45233 members 
Mstep: Class 18 contains 45789 members 
Mstep: Class 19 contains 45594 members 
Mstep: Class 20 contains 45495 members 
Mstep: Class 21 contains 45320 members 
Mstep: Class 22 contains 45461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -123425816.000000 Penalty: 49392.488281
Iteration 0F: 23 clusters Score -1.234258e+08 nChanged 954857
Entering Unmasked Mstep 
Mstep: Class 0 contains 1225 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 8667 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 46410 members 
Mstep: Class 7 contains 18962 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 50386 members 
Mstep: Class 11 contains 388682 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 127254 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 17623 members 
Mstep: Class 18 contains 34249 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 67326 members 
Mstep: Class 21 contains 10589 members 
Mstep: Class 22 contains 70007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2166.206299 but Gain 2245.113281
Score: -126035784.000000 Penalty: 47147.375000
Iteration 1F: 22 clusters Score -1.260358e+08 nChanged 428208
Entering Unmasked Mstep 
Mstep: Class 0 contains 707 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 8491 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 26938 members 
Mstep: Class 6 contains 45753 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 52162 members 
Mstep: Class 11 contains 254374 members 
Mstep: Class 12 contains 12240 members 
Mstep: Class 13 contains 54326 members 
Mstep: Class 14 contains 16170 members 
Mstep: Class 15 contains 271436 members 
Mstep: Class 16 contains 7504 members 
Mstep: Class 17 contains 14202 members 
Mstep: Class 18 contains 25744 members 
Mstep: Class 19 contains 4694 members 
Mstep: Class 20 contains 94791 members 
Mstep: Class 21 contains 7439 members 
Mstep: Class 22 contains 73482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2194.839355 but Gain 2245.113281
Score: -126440784.000000 Penalty: 44902.261719
Iteration 2F: 21 clusters Score -1.264408e+08 nChanged 281222
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 28650 members 
Mstep: Class 6 contains 48577 members 
Mstep: Class 7 contains 10465 members 
Mstep: Class 8 contains 4469 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 67248 members 
Mstep: Class 11 contains 212597 members 
Mstep: Class 12 contains 10638 members 
Mstep: Class 13 contains 63431 members 
Mstep: Class 14 contains 14501 members 
Mstep: Class 15 contains 230163 members 
Mstep: Class 16 contains 5034 members 
Mstep: Class 17 contains 16232 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 4647 members 
Mstep: Class 20 contains 163359 members 
Mstep: Class 21 contains 6581 members 
Mstep: Class 22 contains 75968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126583264.000000 Penalty: 44902.261719
Iteration 3F: 21 clusters Score -1.265833e+08 nChanged 246152
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 723 members 
Mstep: Class 5 contains 28375 members 
Mstep: Class 6 contains 53217 members 
Mstep: Class 7 contains 7541 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 93334 members 
Mstep: Class 11 contains 173772 members 
Mstep: Class 12 contains 8903 members 
Mstep: Class 13 contains 71968 members 
Mstep: Class 14 contains 13594 members 
Mstep: Class 15 contains 156344 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 16883 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 232307 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 89159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126740280.000000 Penalty: 44902.261719
Iteration 4F: 21 clusters Score -1.267403e+08 nChanged 215546
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 27980 members 
Mstep: Class 6 contains 55837 members 
Mstep: Class 7 contains 5746 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 130307 members 
Mstep: Class 11 contains 172171 members 
Mstep: Class 12 contains 6808 members 
Mstep: Class 13 contains 76041 members 
Mstep: Class 14 contains 11742 members 
Mstep: Class 15 contains 165653 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 17889 members 
Mstep: Class 18 contains 14801 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 163900 members 
Mstep: Class 21 contains 4864 members 
Mstep: Class 22 contains 111140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919928.000000 Penalty: 44902.261719
Iteration 5F: 21 clusters Score -1.269199e+08 nChanged 159166
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 3 contains 8805 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 28025 members 
Mstep: Class 6 contains 56785 members 
Mstep: Class 7 contains 4927 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 162961 members 
Mstep: Class 11 contains 145041 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 77603 members 
Mstep: Class 14 contains 8568 members 
Mstep: Class 15 contains 126748 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 18917 members 
Mstep: Class 18 contains 13333 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 20 contains 172641 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 136552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127089376.000000 Penalty: 44902.261719
Iteration 6F: 21 clusters Score -1.270894e+08 nChanged 151554
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 28156 members 
Mstep: Class 6 contains 57707 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 172671 members 
Mstep: Class 11 contains 135964 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 77288 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 129538 members 
Mstep: Class 16 contains 3950 members 
Mstep: Class 17 contains 22387 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 8703 members 
Mstep: Class 20 contains 155432 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 146686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127168248.000000 Penalty: 44902.261719
Iteration 7F: 21 clusters Score -1.271682e+08 nChanged 116997
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 3 contains 8710 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 28226 members 
Mstep: Class 6 contains 59988 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 8912 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 172732 members 
Mstep: Class 11 contains 134509 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 79312 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 125012 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 28590 members 
Mstep: Class 18 contains 13570 members 
Mstep: Class 19 contains 9524 members 
Mstep: Class 20 contains 163606 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 132132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127223840.000000 Penalty: 44902.261719
Iteration 8F: 21 clusters Score -1.272238e+08 nChanged 94160
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 3 contains 8369 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 27840 members 
Mstep: Class 6 contains 61600 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 171163 members 
Mstep: Class 11 contains 134941 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 80342 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 124311 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 36496 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 20 contains 157989 members 
Mstep: Class 21 contains 4858 members 
Mstep: Class 22 contains 127435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127280864.000000 Penalty: 44902.261719
Iteration 9F: 21 clusters Score -1.272809e+08 nChanged 84085
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 27375 members 
Mstep: Class 6 contains 63276 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 12183 members 
Mstep: Class 10 contains 165657 members 
Mstep: Class 11 contains 133563 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 80904 members 
Mstep: Class 14 contains 3599 members 
Mstep: Class 15 contains 124545 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 45220 members 
Mstep: Class 18 contains 14213 members 
Mstep: Class 19 contains 10846 members 
Mstep: Class 20 contains 153470 members 
Mstep: Class 21 contains 4889 members 
Mstep: Class 22 contains 125948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127332912.000000 Penalty: 44902.261719
Iteration 10F: 21 clusters Score -1.273329e+08 nChanged 76143
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 64669 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 10977 members 
Mstep: Class 9 contains 12364 members 
Mstep: Class 10 contains 158778 members 
Mstep: Class 11 contains 132653 members 
Mstep: Class 12 contains 5921 members 
Mstep: Class 13 contains 80334 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 124947 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 54963 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 148822 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 125549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127377552.000000 Penalty: 44902.261719
Iteration 11F: 21 clusters Score -1.273776e+08 nChanged 70078
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 3 contains 7934 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 26361 members 
Mstep: Class 6 contains 65767 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 11551 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 10 contains 151303 members 
Mstep: Class 11 contains 132144 members 
Mstep: Class 12 contains 6721 members 
Mstep: Class 13 contains 78639 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 124513 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 66325 members 
Mstep: Class 18 contains 14766 members 
Mstep: Class 19 contains 11898 members 
Mstep: Class 20 contains 145396 members 
Mstep: Class 21 contains 4780 members 
Mstep: Class 22 contains 124667 members 
Entering Unmasked Estep 
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Iteration 12F: 21 clusters Score -1.274162e+08 nChanged 63877
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 3 contains 7787 members 
Mstep: Class 4 contains 933 members 
Mstep: Class 5 contains 25838 members 
Mstep: Class 6 contains 66472 members 
Mstep: Class 7 contains 5685 members 
Mstep: Class 8 contains 12074 members 
Mstep: Class 9 contains 12674 members 
Mstep: Class 10 contains 144675 members 
Mstep: Class 11 contains 132397 members 
Mstep: Class 12 contains 7626 members 
Mstep: Class 13 contains 76036 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 121630 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 17 contains 79683 members 
Mstep: Class 18 contains 15339 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 142407 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 123363 members 
Entering Unmasked Estep 
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Iteration 13F: 21 clusters Score -1.274446e+08 nChanged 59645
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 25339 members 
Mstep: Class 6 contains 66702 members 
Mstep: Class 7 contains 5987 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 12872 members 
Mstep: Class 10 contains 138876 members 
Mstep: Class 11 contains 133553 members 
Mstep: Class 12 contains 8635 members 
Mstep: Class 13 contains 73184 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 114803 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 94579 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 12756 members 
Mstep: Class 20 contains 140496 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 121960 members 
Entering Unmasked Estep 
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Iteration 14F: 21 clusters Score -1.274653e+08 nChanged 54492
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 24890 members 
Mstep: Class 6 contains 66713 members 
Mstep: Class 7 contains 6262 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 13050 members 
Mstep: Class 10 contains 133804 members 
Mstep: Class 11 contains 135078 members 
Mstep: Class 12 contains 9734 members 
Mstep: Class 13 contains 70547 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 106519 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 111063 members 
Mstep: Class 18 contains 17397 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 137398 members 
Mstep: Class 21 contains 4267 members 
Mstep: Class 22 contains 120378 members 
Entering Unmasked Estep 
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Iteration 15F: 21 clusters Score -1.274913e+08 nChanged 51006
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 24425 members 
Mstep: Class 6 contains 66746 members 
Mstep: Class 7 contains 6498 members 
Mstep: Class 8 contains 13177 members 
Mstep: Class 9 contains 13247 members 
Mstep: Class 10 contains 129225 members 
Mstep: Class 11 contains 135688 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 68169 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 99541 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 129719 members 
Mstep: Class 18 contains 18503 members 
Mstep: Class 19 contains 13412 members 
Mstep: Class 20 contains 133700 members 
Mstep: Class 21 contains 3999 members 
Mstep: Class 22 contains 116126 members 
Entering Unmasked Estep 
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Iteration 16F: 21 clusters Score -1.275236e+08 nChanged 61744
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 23937 members 
Mstep: Class 6 contains 66678 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 13419 members 
Mstep: Class 10 contains 123981 members 
Mstep: Class 11 contains 135850 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 65857 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 92808 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 157349 members 
Mstep: Class 18 contains 19547 members 
Mstep: Class 19 contains 13540 members 
Mstep: Class 20 contains 125652 members 
Mstep: Class 21 contains 3757 members 
Mstep: Class 22 contains 108409 members 
Entering Unmasked Estep 
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Iteration 17F: 21 clusters Score -1.275181e+08 nChanged 70260
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 23395 members 
Mstep: Class 6 contains 66720 members 
Mstep: Class 7 contains 7013 members 
Mstep: Class 8 contains 13653 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 119742 members 
Mstep: Class 11 contains 135671 members 
Mstep: Class 12 contains 13767 members 
Mstep: Class 13 contains 63472 members 
Mstep: Class 14 contains 3900 members 
Mstep: Class 15 contains 88401 members 
Mstep: Class 16 contains 5357 members 
Mstep: Class 17 contains 172253 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 13643 members 
Mstep: Class 20 contains 122429 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 104798 members 
Entering Unmasked Estep 
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Iteration 18F: 21 clusters Score -1.274913e+08 nChanged 56108
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 22804 members 
Mstep: Class 6 contains 66722 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 13766 members 
Mstep: Class 9 contains 13695 members 
Mstep: Class 10 contains 120915 members 
Mstep: Class 11 contains 135620 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 13 contains 61149 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 83591 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 166859 members 
Mstep: Class 18 contains 22557 members 
Mstep: Class 19 contains 13889 members 
Mstep: Class 20 contains 130130 members 
Mstep: Class 21 contains 3250 members 
Mstep: Class 22 contains 104850 members 
Entering Unmasked Estep 
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Iteration 19F: 21 clusters Score -1.274911e+08 nChanged 35634
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 22109 members 
Mstep: Class 6 contains 66677 members 
Mstep: Class 7 contains 7819 members 
Mstep: Class 8 contains 13808 members 
Mstep: Class 9 contains 13757 members 
Mstep: Class 10 contains 120872 members 
Mstep: Class 11 contains 135263 members 
Mstep: Class 12 contains 17074 members 
Mstep: Class 13 contains 59199 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 85971 members 
Mstep: Class 16 contains 5268 members 
Mstep: Class 17 contains 160214 members 
Mstep: Class 18 contains 24972 members 
Mstep: Class 19 contains 14007 members 
Mstep: Class 20 contains 130125 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 107509 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.275e+08 nChanged 27109
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 21369 members 
Mstep: Class 6 contains 66616 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 13842 members 
Mstep: Class 9 contains 13825 members 
Mstep: Class 10 contains 121271 members 
Mstep: Class 11 contains 135120 members 
Mstep: Class 12 contains 18446 members 
Mstep: Class 13 contains 57362 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 87220 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 155477 members 
Mstep: Class 18 contains 27861 members 
Mstep: Class 19 contains 14083 members 
Mstep: Class 20 contains 129817 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 108709 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.275096e+08 nChanged 23366
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 20640 members 
Mstep: Class 6 contains 66605 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 13842 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 121432 members 
Mstep: Class 11 contains 135113 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 55618 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 87621 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 151988 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 14144 members 
Mstep: Class 20 contains 129641 members 
Mstep: Class 21 contains 2751 members 
Mstep: Class 22 contains 108879 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.275174e+08 nChanged 21710
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 19896 members 
Mstep: Class 6 contains 66735 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 13817 members 
Mstep: Class 9 contains 13944 members 
Mstep: Class 10 contains 121023 members 
Mstep: Class 11 contains 135373 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 87530 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 149303 members 
Mstep: Class 18 contains 35279 members 
Mstep: Class 19 contains 14200 members 
Mstep: Class 20 contains 129254 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 108404 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.27525e+08 nChanged 20610
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 66888 members 
Mstep: Class 7 contains 10016 members 
Mstep: Class 8 contains 13778 members 
Mstep: Class 9 contains 13985 members 
Mstep: Class 10 contains 120258 members 
Mstep: Class 11 contains 135670 members 
Mstep: Class 12 contains 22479 members 
Mstep: Class 13 contains 52451 members 
Mstep: Class 14 contains 4961 members 
Mstep: Class 15 contains 87067 members 
Mstep: Class 16 contains 5144 members 
Mstep: Class 17 contains 147017 members 
Mstep: Class 18 contains 39959 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 128758 members 
Mstep: Class 21 contains 2502 members 
Mstep: Class 22 contains 107523 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.275308e+08 nChanged 20293
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 5 contains 18588 members 
Mstep: Class 6 contains 67080 members 
Mstep: Class 7 contains 10533 members 
Mstep: Class 8 contains 13757 members 
Mstep: Class 9 contains 14040 members 
Mstep: Class 10 contains 119187 members 
Mstep: Class 11 contains 136002 members 
Mstep: Class 12 contains 23880 members 
Mstep: Class 13 contains 50959 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 86230 members 
Mstep: Class 16 contains 5147 members 
Mstep: Class 17 contains 144729 members 
Mstep: Class 18 contains 45527 members 
Mstep: Class 19 contains 14211 members 
Mstep: Class 20 contains 128135 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 106369 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.275376e+08 nChanged 20535
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 7972 members 
Mstep: Class 4 contains 713 members 
Mstep: Class 5 contains 18039 members 
Mstep: Class 6 contains 67234 members 
Mstep: Class 7 contains 10988 members 
Mstep: Class 8 contains 13744 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 118052 members 
Mstep: Class 11 contains 136291 members 
Mstep: Class 12 contains 25200 members 
Mstep: Class 13 contains 49529 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 84947 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 142762 members 
Mstep: Class 18 contains 52068 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 127004 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 105037 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.275444e+08 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 17586 members 
Mstep: Class 6 contains 67407 members 
Mstep: Class 7 contains 11410 members 
Mstep: Class 8 contains 13726 members 
Mstep: Class 9 contains 14115 members 
Mstep: Class 10 contains 117009 members 
Mstep: Class 11 contains 136613 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 48085 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 82843 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 140611 members 
Mstep: Class 18 contains 59718 members 
Mstep: Class 19 contains 14206 members 
Mstep: Class 20 contains 125875 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 103536 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.27551e+08 nChanged 22205
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 17179 members 
Mstep: Class 6 contains 67576 members 
Mstep: Class 7 contains 11817 members 
Mstep: Class 8 contains 13690 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 116245 members 
Mstep: Class 11 contains 136892 members 
Mstep: Class 12 contains 27589 members 
Mstep: Class 13 contains 46699 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 79775 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 138307 members 
Mstep: Class 18 contains 68300 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 124734 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 102030 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.275557e+08 nChanged 24025
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 16827 members 
Mstep: Class 6 contains 67745 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 13686 members 
Mstep: Class 9 contains 14141 members 
Mstep: Class 10 contains 116059 members 
Mstep: Class 11 contains 137066 members 
Mstep: Class 12 contains 28646 members 
Mstep: Class 13 contains 45338 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 74541 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 136830 members 
Mstep: Class 18 contains 77241 members 
Mstep: Class 19 contains 14253 members 
Mstep: Class 20 contains 124523 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 100052 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.275575e+08 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 67943 members 
Mstep: Class 7 contains 12558 members 
Mstep: Class 8 contains 13680 members 
Mstep: Class 9 contains 14175 members 
Mstep: Class 10 contains 115892 members 
Mstep: Class 11 contains 137217 members 
Mstep: Class 12 contains 29738 members 
Mstep: Class 13 contains 43993 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 69070 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 136173 members 
Mstep: Class 18 contains 85054 members 
Mstep: Class 19 contains 14315 members 
Mstep: Class 20 contains 124634 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 98212 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.275547e+08 nChanged 21955
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 68165 members 
Mstep: Class 7 contains 12851 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 14210 members 
Mstep: Class 10 contains 115796 members 
Mstep: Class 11 contains 137303 members 
Mstep: Class 12 contains 30914 members 
Mstep: Class 13 contains 42685 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 64648 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 135887 members 
Mstep: Class 18 contains 90428 members 
Mstep: Class 19 contains 14370 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 97033 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.275523e+08 nChanged 19573
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 15946 members 
Mstep: Class 6 contains 68398 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 13673 members 
Mstep: Class 9 contains 14228 members 
Mstep: Class 10 contains 115358 members 
Mstep: Class 11 contains 137290 members 
Mstep: Class 12 contains 32258 members 
Mstep: Class 13 contains 41459 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 63093 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 135514 members 
Mstep: Class 18 contains 92665 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 124841 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 96927 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.275526e+08 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 68590 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 13667 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 114977 members 
Mstep: Class 11 contains 137236 members 
Mstep: Class 12 contains 33631 members 
Mstep: Class 13 contains 40251 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 63728 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 134967 members 
Mstep: Class 18 contains 92846 members 
Mstep: Class 19 contains 14324 members 
Mstep: Class 20 contains 124365 members 
Mstep: Class 21 contains 1910 members 
Mstep: Class 22 contains 97168 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.275549e+08 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 15523 members 
Mstep: Class 6 contains 68755 members 
Mstep: Class 7 contains 13634 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 14292 members 
Mstep: Class 10 contains 114686 members 
Mstep: Class 11 contains 137089 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 65278 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 134613 members 
Mstep: Class 18 contains 91692 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 124090 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 97345 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.275566e+08 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8234 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 15360 members 
Mstep: Class 6 contains 68944 members 
Mstep: Class 7 contains 13884 members 
Mstep: Class 8 contains 13607 members 
Mstep: Class 9 contains 14317 members 
Mstep: Class 10 contains 114377 members 
Mstep: Class 11 contains 136823 members 
Mstep: Class 12 contains 36555 members 
Mstep: Class 13 contains 37958 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 67049 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 134359 members 
Mstep: Class 18 contains 89837 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 124053 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 97635 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.275587e+08 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 15176 members 
Mstep: Class 6 contains 69105 members 
Mstep: Class 7 contains 14111 members 
Mstep: Class 8 contains 13608 members 
Mstep: Class 9 contains 14336 members 
Mstep: Class 10 contains 114064 members 
Mstep: Class 11 contains 136452 members 
Mstep: Class 12 contains 38155 members 
Mstep: Class 13 contains 36850 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 68963 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 134014 members 
Mstep: Class 18 contains 87567 members 
Mstep: Class 19 contains 14294 members 
Mstep: Class 20 contains 124244 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 98060 members 
Entering Unmasked Estep 
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Iteration 36Q: 21 clusters Score -1.275606e+08 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 14995 members 
Mstep: Class 6 contains 69264 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 13598 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 113715 members 
Mstep: Class 11 contains 136091 members 
Mstep: Class 12 contains 39804 members 
Mstep: Class 13 contains 35727 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 70933 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 133550 members 
Mstep: Class 18 contains 85512 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 124288 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 98508 members 
Entering Unmasked Estep 
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Iteration 37Q: 21 clusters Score -1.275634e+08 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 14824 members 
Mstep: Class 6 contains 69440 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 8 contains 13565 members 
Mstep: Class 9 contains 14393 members 
Mstep: Class 10 contains 113218 members 
Mstep: Class 11 contains 135650 members 
Mstep: Class 12 contains 41592 members 
Mstep: Class 13 contains 34672 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 72802 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 133190 members 
Mstep: Class 18 contains 83682 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 124174 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 98900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127565776.000000 Penalty: 44902.261719
Iteration 38Q: 21 clusters Score -1.275658e+08 nChanged 12575
Entering ConstructFrom: 
Score: -127565776.000000 Penalty: 44902.261719
Entering ConstructFrom: 
Trying to split cluster 3 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -983814.437500 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -983814.4 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 4171 members 
Entering Unmasked Estep 
Score: -977818.062500 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -977818.1 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -980693.250000 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -980693.2 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -982729.875000 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -982729.9 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -984166.000000 Penalty: 2933.194824
	Iteration 3F: 3 clusters Score -984166 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -984668.500000 Penalty: 2933.194824
	Iteration 4F: 3 clusters Score -984668.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -984812.125000 Penalty: 2933.194824
	Iteration 5Q: 3 clusters Score -984812.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -984872.187500 Penalty: 2933.194824
	Iteration 6Q: 3 clusters Score -984872.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -984907.062500 Penalty: 2933.194824
	Iteration 7Q: 3 clusters Score -984907.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -984934.562500 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -984934.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -984958.312500 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -984958.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -984973.000000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -984973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -984983.250000 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -984983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -984988.937500 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -984988.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -984993.062500 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -984993.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -984998.437500 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -984998.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -985003.062500 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -985003.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -985006.437500 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -985006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -985009.250000 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -985009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -985010.625000 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -985010.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -985010.750000 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -985010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -985011.250000 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -985011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -985015.687500 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -985015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -985018.000000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -985018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -985017.062500 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -985017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -985018.937500 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -985018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -985019.062500 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -985019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -985018.250000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -985018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -985021.187500 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -985021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -985021.062500 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -985021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -985021.125000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -985021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -985022.812500 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -985022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -985022.812500 Penalty: 2933.194824
	Iteration 31F: 3 clusters Score -985022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 135058 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 132864 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Entering Unmasked Estep 
Score: -127567096.000000 Penalty: 47147.375000
Splitting cluster 3 changes total score from -127565776.000000 to -127567096.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -59224.234375 Penalty: 1065.245483
	Iteration 0F: 2 clusters Score -59224.23 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 372 members 
Entering Unmasked Estep 
Score: -58431.257812 Penalty: 2130.490967
	Iteration 0F: 3 clusters Score -58431.26 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60468.230469 Penalty: 2130.490967
	Iteration 1F: 3 clusters Score -60468.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61711.570312 Penalty: 2130.490967
	Iteration 2F: 3 clusters Score -61711.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62592.781250 Penalty: 2130.490967
	Iteration 3F: 3 clusters Score -62592.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63054.402344 Penalty: 2130.490967
	Iteration 4F: 3 clusters Score -63054.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63215.230469 Penalty: 2130.490967
	Iteration 5Q: 3 clusters Score -63215.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63228.855469 Penalty: 2130.490967
	Iteration 6Q: 3 clusters Score -63228.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63251.945312 Penalty: 2130.490967
	Iteration 7Q: 3 clusters Score -63251.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63256.347656 Penalty: 2130.490967
	Iteration 8Q: 3 clusters Score -63256.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63256.347656 Penalty: 2130.490967
	Iteration 9F: 3 clusters Score -63256.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 135058 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 132864 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Entering Unmasked Estep 
Score: -127569752.000000 Penalty: 49392.488281
Splitting cluster 4 changes total score from -127565776.000000 to -127569752.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -1835177.625000 Penalty: 1558.620850
	Iteration 0F: 2 clusters Score -1835178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1825001.500000 Penalty: 3117.241699
	Iteration 0F: 3 clusters Score -1825002 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1829598.000000 Penalty: 3117.241699
	Iteration 1F: 3 clusters Score -1829598 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1831522.625000 Penalty: 3117.241699
	Iteration 2F: 3 clusters Score -1831523 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1833448.625000 Penalty: 3117.241699
	Iteration 3F: 3 clusters Score -1833449 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1835100.750000 Penalty: 3117.241699
	Iteration 4F: 3 clusters Score -1835101 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1836152.875000 Penalty: 3117.241699
	Iteration 5F: 3 clusters Score -1836153 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1836684.750000 Penalty: 3117.241699
	Iteration 6Q: 3 clusters Score -1836685 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1837015.375000 Penalty: 3117.241699
	Iteration 7Q: 3 clusters Score -1837015 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1837317.375000 Penalty: 3117.241699
	Iteration 8Q: 3 clusters Score -1837317 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1837550.750000 Penalty: 3117.241699
	Iteration 9Q: 3 clusters Score -1837551 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1837738.625000 Penalty: 3117.241699
	Iteration 10Q: 3 clusters Score -1837739 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1837890.000000 Penalty: 3117.241699
	Iteration 11Q: 3 clusters Score -1837890 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1838069.750000 Penalty: 3117.241699
	Iteration 12Q: 3 clusters Score -1838070 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1838295.250000 Penalty: 3117.241699
	Iteration 13Q: 3 clusters Score -1838295 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1838544.250000 Penalty: 3117.241699
	Iteration 14Q: 3 clusters Score -1838544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1838753.250000 Penalty: 3117.241699
	Iteration 15Q: 3 clusters Score -1838753 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1838911.875000 Penalty: 3117.241699
	Iteration 16Q: 3 clusters Score -1838912 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1839029.750000 Penalty: 3117.241699
	Iteration 17Q: 3 clusters Score -1839030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1839088.375000 Penalty: 3117.241699
	Iteration 18Q: 3 clusters Score -1839088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1839106.000000 Penalty: 3117.241699
	Iteration 19Q: 3 clusters Score -1839106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1839109.625000 Penalty: 3117.241699
	Iteration 20F: 3 clusters Score -1839110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1839113.250000 Penalty: 3117.241699
	Iteration 21Q: 3 clusters Score -1839113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1839114.750000 Penalty: 3117.241699
	Iteration 22Q: 3 clusters Score -1839115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1839116.000000 Penalty: 3117.241699
	Iteration 23Q: 3 clusters Score -1839116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1839116.000000 Penalty: 3117.241699
	Iteration 24F: 3 clusters Score -1839116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 135058 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 132864 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Entering Unmasked Estep 
Score: -127573312.000000 Penalty: 51637.597656
Splitting cluster 5 changes total score from -127565776.000000 to -127573312.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (69620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Entering Unmasked Estep 
Score: -8927101.000000 Penalty: 1812.006226
	Iteration 0F: 2 clusters Score -8927101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -8880983.000000 Penalty: 3624.012451
	Iteration 0F: 3 clusters Score -8880983 nChanged 32675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -8899714.000000 Penalty: 3624.012451
	Iteration 1F: 3 clusters Score -8899714 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -8900405.000000 Penalty: 3624.012451
	Iteration 2Q: 3 clusters Score -8900405 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -8901287.000000 Penalty: 3624.012451
	Iteration 3Q: 3 clusters Score -8901287 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -8902220.000000 Penalty: 3624.012451
	Iteration 4Q: 3 clusters Score -8902220 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -8903360.000000 Penalty: 3624.012451
	Iteration 5Q: 3 clusters Score -8903360 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -8904893.000000 Penalty: 3624.012451
	Iteration 6Q: 3 clusters Score -8904893 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8906629 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8908973 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8911321.000000 Penalty: 3624.012451
	Iteration 9F: 3 clusters Score -8911321 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -8913063.000000 Penalty: 3624.012451
	Iteration 10Q: 3 clusters Score -8913063 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -8913864.000000 Penalty: 3624.012451
	Iteration 11Q: 3 clusters Score -8913864 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -8914167.000000 Penalty: 3624.012451
	Iteration 12Q: 3 clusters Score -8914167 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -8914305.000000 Penalty: 3624.012451
	Iteration 13Q: 3 clusters Score -8914305 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -8914400.000000 Penalty: 3624.012451
	Iteration 14Q: 3 clusters Score -8914400 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -8914466.000000 Penalty: 3624.012451
	Iteration 15Q: 3 clusters Score -8914466 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -8914498.000000 Penalty: 3624.012451
	Iteration 16Q: 3 clusters Score -8914498 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8914547.000000 Penalty: 3624.012451
	Iteration 17Q: 3 clusters Score -8914547 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -8914584.000000 Penalty: 3624.012451
	Iteration 18Q: 3 clusters Score -8914584 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -8914619.000000 Penalty: 3624.012451
	Iteration 19Q: 3 clusters Score -8914619 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -8914652.000000 Penalty: 3624.012451
	Iteration 20F: 3 clusters Score -8914652 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -8914713.000000 Penalty: 3624.012451
	Iteration 21Q: 3 clusters Score -8914713 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -8914784.000000 Penalty: 3624.012451
	Iteration 22Q: 3 clusters Score -8914784 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -8914819.000000 Penalty: 3624.012451
	Iteration 23Q: 3 clusters Score -8914819 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8914835.000000 Penalty: 3624.012451
	Iteration 24Q: 3 clusters Score -8914835 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -8914859.000000 Penalty: 3624.012451
	Iteration 25Q: 3 clusters Score -8914859 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8914922.000000 Penalty: 3624.012451
	Iteration 26Q: 3 clusters Score -8914922 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -8914956.000000 Penalty: 3624.012451
	Iteration 27Q: 3 clusters Score -8914956 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -8915004.000000 Penalty: 3624.012451
	Iteration 28Q: 3 clusters Score -8915004 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -8915065.000000 Penalty: 3624.012451
	Iteration 29Q: 3 clusters Score -8915065 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -8915097.000000 Penalty: 3624.012451
	Iteration 30Q: 3 clusters Score -8915097 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8915169.000000 Penalty: 3624.012451
	Iteration 31Q: 3 clusters Score -8915169 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -8915208.000000 Penalty: 3624.012451
	Iteration 32Q: 3 clusters Score -8915208 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8915290.000000 Penalty: 3624.012451
	Iteration 33Q: 3 clusters Score -8915290 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -8915349.000000 Penalty: 3624.012451
	Iteration 34Q: 3 clusters Score -8915349 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -8915372.000000 Penalty: 3624.012451
	Iteration 35Q: 3 clusters Score -8915372 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8915428.000000 Penalty: 3624.012451
	Iteration 36Q: 3 clusters Score -8915428 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -8915480.000000 Penalty: 3624.012451
	Iteration 37Q: 3 clusters Score -8915480 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -8915559.000000 Penalty: 3624.012451
	Iteration 38Q: 3 clusters Score -8915559 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8915661.000000 Penalty: 3624.012451
	Iteration 39Q: 3 clusters Score -8915661 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8915718.000000 Penalty: 3624.012451
	Iteration 40F: 3 clusters Score -8915718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -8915758.000000 Penalty: 3624.012451
	Iteration 41Q: 3 clusters Score -8915758 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8915862 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8915915.000000 Penalty: 3624.012451
	Iteration 43Q: 3 clusters Score -8915915 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -8915971.000000 Penalty: 3624.012451
	Iteration 44Q: 3 clusters Score -8915971 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -8916019.000000 Penalty: 3624.012451
	Iteration 45Q: 3 clusters Score -8916019 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8916128.000000 Penalty: 3624.012451
	Iteration 46Q: 3 clusters Score -8916128 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8916241.000000 Penalty: 3624.012451
	Iteration 47Q: 3 clusters Score -8916241 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8916354.000000 Penalty: 3624.012451
	Iteration 48Q: 3 clusters Score -8916354 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8916518.000000 Penalty: 3624.012451
	Iteration 49Q: 3 clusters Score -8916518 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8916665.000000 Penalty: 3624.012451
	Iteration 50Q: 3 clusters Score -8916665 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8916750.000000 Penalty: 3624.012451
	Iteration 51Q: 3 clusters Score -8916750 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8916885.000000 Penalty: 3624.012451
	Iteration 52Q: 3 clusters Score -8916885 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -8917076.000000 Penalty: 3624.012451
	Iteration 53Q: 3 clusters Score -8917076 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -8917286.000000 Penalty: 3624.012451
	Iteration 54Q: 3 clusters Score -8917286 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -8917512.000000 Penalty: 3624.012451
	Iteration 55Q: 3 clusters Score -8917512 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -8917716.000000 Penalty: 3624.012451
	Iteration 56Q: 3 clusters Score -8917716 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -8917971.000000 Penalty: 3624.012451
	Iteration 57Q: 3 clusters Score -8917971 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -8918269.000000 Penalty: 3624.012451
	Iteration 58Q: 3 clusters Score -8918269 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -8918610.000000 Penalty: 3624.012451
	Iteration 59Q: 3 clusters Score -8918610 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -8918986.000000 Penalty: 3624.012451
	Iteration 60F: 3 clusters Score -8918986 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -8919414.000000 Penalty: 3624.012451
	Iteration 61Q: 3 clusters Score -8919414 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -8919853.000000 Penalty: 3624.012451
	Iteration 62Q: 3 clusters Score -8919853 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -8920376.000000 Penalty: 3624.012451
	Iteration 63Q: 3 clusters Score -8920376 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -8920822.000000 Penalty: 3624.012451
	Iteration 64Q: 3 clusters Score -8920822 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8921316 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -8921891.000000 Penalty: 3624.012451
	Iteration 66Q: 3 clusters Score -8921891 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -8922506.000000 Penalty: 3624.012451
	Iteration 67Q: 3 clusters Score -8922506 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -8923065.000000 Penalty: 3624.012451
	Iteration 68Q: 3 clusters Score -8923065 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -8923568.000000 Penalty: 3624.012451
	Iteration 69Q: 3 clusters Score -8923568 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -8924040.000000 Penalty: 3624.012451
	Iteration 70Q: 3 clusters Score -8924040 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -8924376.000000 Penalty: 3624.012451
	Iteration 71Q: 3 clusters Score -8924376 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -8924659.000000 Penalty: 3624.012451
	Iteration 72Q: 3 clusters Score -8924659 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -8924862.000000 Penalty: 3624.012451
	Iteration 73Q: 3 clusters Score -8924862 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -8925044.000000 Penalty: 3624.012451
	Iteration 74Q: 3 clusters Score -8925044 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -8925208.000000 Penalty: 3624.012451
	Iteration 75Q: 3 clusters Score -8925208 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8925330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -8925404.000000 Penalty: 3624.012451
	Iteration 77Q: 3 clusters Score -8925404 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -8925433.000000 Penalty: 3624.012451
	Iteration 78Q: 3 clusters Score -8925433 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -8925479.000000 Penalty: 3624.012451
	Iteration 79Q: 3 clusters Score -8925479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -8925543.000000 Penalty: 3624.012451
	Iteration 80F: 3 clusters Score -8925543 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -8925575.000000 Penalty: 3624.012451
	Iteration 81Q: 3 clusters Score -8925575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8925595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -8925613.000000 Penalty: 3624.012451
	Iteration 83Q: 3 clusters Score -8925613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8925619.000000 Penalty: 3624.012451
	Iteration 84Q: 3 clusters Score -8925619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8925630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -8925648.000000 Penalty: 3624.012451
	Iteration 86Q: 3 clusters Score -8925648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -8925658.000000 Penalty: 3624.012451
	Iteration 87Q: 3 clusters Score -8925658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8925670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8925681.000000 Penalty: 3624.012451
	Iteration 89Q: 3 clusters Score -8925681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8925688 nChanged 19
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Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -8925704.000000 Penalty: 3624.012451
	Iteration 91Q: 3 clusters Score -8925704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -8925713.000000 Penalty: 3624.012451
	Iteration 92Q: 3 clusters Score -8925713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -8925717.000000 Penalty: 3624.012451
	Iteration 93Q: 3 clusters Score -8925717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -8925723.000000 Penalty: 3624.012451
	Iteration 94Q: 3 clusters Score -8925723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -8925737.000000 Penalty: 3624.012451
	Iteration 95Q: 3 clusters Score -8925737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -8925742.000000 Penalty: 3624.012451
	Iteration 96Q: 3 clusters Score -8925742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -8925751.000000 Penalty: 3624.012451
	Iteration 97Q: 3 clusters Score -8925751 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8925752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -8925750.000000 Penalty: 3624.012451
	Iteration 99Q: 3 clusters Score -8925750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
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Entering Unmasked Estep 
Score: -8925758.000000 Penalty: 3624.012451
	Iteration 100F: 3 clusters Score -8925758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -8925759.000000 Penalty: 3624.012451
	Iteration 101Q: 3 clusters Score -8925759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -8925749.000000 Penalty: 3624.012451
	Iteration 102Q: 3 clusters Score -8925749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -8925747.000000 Penalty: 3624.012451
	Iteration 103Q: 3 clusters Score -8925747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -8925747.000000 Penalty: 3624.012451
	Iteration 104F: 3 clusters Score -8925747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Entering Unmasked Estep 
Score: -1876748.625000 Penalty: 1560.112427
	Iteration 0F: 2 clusters Score -1876749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1866505.125000 Penalty: 3120.224854
	Iteration 0F: 3 clusters Score -1866505 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1870116.125000 Penalty: 3120.224854
	Iteration 1F: 3 clusters Score -1870116 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1870554.875000 Penalty: 3120.224854
	Iteration 2F: 3 clusters Score -1870555 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1871037.500000 Penalty: 3120.224854
	Iteration 3F: 3 clusters Score -1871038 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1871584.500000 Penalty: 3120.224854
	Iteration 4F: 3 clusters Score -1871584 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1872218.125000 Penalty: 3120.224854
	Iteration 5F: 3 clusters Score -1872218 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1872892.250000 Penalty: 3120.224854
	Iteration 6F: 3 clusters Score -1872892 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1873523.125000 Penalty: 3120.224854
	Iteration 7F: 3 clusters Score -1873523 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1873908.250000 Penalty: 3120.224854
	Iteration 8Q: 3 clusters Score -1873908 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1874132.375000 Penalty: 3120.224854
	Iteration 9Q: 3 clusters Score -1874132 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1874241.000000 Penalty: 3120.224854
	Iteration 10Q: 3 clusters Score -1874241 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1874301.125000 Penalty: 3120.224854
	Iteration 11Q: 3 clusters Score -1874301 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1874340.375000 Penalty: 3120.224854
	Iteration 12Q: 3 clusters Score -1874340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1874367.625000 Penalty: 3120.224854
	Iteration 13Q: 3 clusters Score -1874368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1874392.625000 Penalty: 3120.224854
	Iteration 14Q: 3 clusters Score -1874393 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1874403.500000 Penalty: 3120.224854
	Iteration 15Q: 3 clusters Score -1874404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1874409.875000 Penalty: 3120.224854
	Iteration 16Q: 3 clusters Score -1874410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1874425.000000 Penalty: 3120.224854
	Iteration 17Q: 3 clusters Score -1874425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1874425.375000 Penalty: 3120.224854
	Iteration 18Q: 3 clusters Score -1874425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1874426.625000 Penalty: 3120.224854
	Iteration 19Q: 3 clusters Score -1874427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1874433.250000 Penalty: 3120.224854
	Iteration 20F: 3 clusters Score -1874433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1874433.500000 Penalty: 3120.224854
	Iteration 21Q: 3 clusters Score -1874434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1874438.750000 Penalty: 3120.224854
	Iteration 22Q: 3 clusters Score -1874439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1874436.125000 Penalty: 3120.224854
	Iteration 23Q: 3 clusters Score -1874436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1874444.250000 Penalty: 3120.224854
	Iteration 24Q: 3 clusters Score -1874444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1874447.250000 Penalty: 3120.224854
	Iteration 25Q: 3 clusters Score -1874447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1874448.875000 Penalty: 3120.224854
	Iteration 26Q: 3 clusters Score -1874449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1874453.125000 Penalty: 3120.224854
	Iteration 27Q: 3 clusters Score -1874453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1874454.125000 Penalty: 3120.224854
	Iteration 28Q: 3 clusters Score -1874454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1874454.500000 Penalty: 3120.224854
	Iteration 29Q: 3 clusters Score -1874454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1874459.750000 Penalty: 3120.224854
	Iteration 30Q: 3 clusters Score -1874460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1874459.250000 Penalty: 3120.224854
	Iteration 31Q: 3 clusters Score -1874459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1874459.250000 Penalty: 3120.224854
	Iteration 32Q: 3 clusters Score -1874459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1874457.000000 Penalty: 3120.224854
	Iteration 33Q: 3 clusters Score -1874457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1874461.750000 Penalty: 3120.224854
	Iteration 34Q: 3 clusters Score -1874462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1874460.500000 Penalty: 3120.224854
	Iteration 35Q: 3 clusters Score -1874460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1874459.750000 Penalty: 3120.224854
	Iteration 36Q: 3 clusters Score -1874460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1874462.375000 Penalty: 3120.224854
	Iteration 37Q: 3 clusters Score -1874462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1874462.500000 Penalty: 3120.224854
	Iteration 38Q: 3 clusters Score -1874462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1874467.125000 Penalty: 3120.224854
	Iteration 39Q: 3 clusters Score -1874467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1874464.375000 Penalty: 3120.224854
	Iteration 40F: 3 clusters Score -1874464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1874466.125000 Penalty: 3120.224854
	Iteration 41Q: 3 clusters Score -1874466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1874466.875000 Penalty: 3120.224854
	Iteration 42Q: 3 clusters Score -1874467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1874464.000000 Penalty: 3120.224854
	Iteration 43Q: 3 clusters Score -1874464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1874467.500000 Penalty: 3120.224854
	Iteration 44Q: 3 clusters Score -1874468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1874466.750000 Penalty: 3120.224854
	Iteration 45Q: 3 clusters Score -1874467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1874469.875000 Penalty: 3120.224854
	Iteration 46Q: 3 clusters Score -1874470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1874471.750000 Penalty: 3120.224854
	Iteration 47Q: 3 clusters Score -1874472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1874472.500000 Penalty: 3120.224854
	Iteration 48Q: 3 clusters Score -1874472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1874475.125000 Penalty: 3120.224854
	Iteration 49Q: 3 clusters Score -1874475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1874475.625000 Penalty: 3120.224854
	Iteration 50Q: 3 clusters Score -1874476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1874473.375000 Penalty: 3120.224854
	Iteration 51Q: 3 clusters Score -1874473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1874477.500000 Penalty: 3120.224854
	Iteration 52Q: 3 clusters Score -1874478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1874487.375000 Penalty: 3120.224854
	Iteration 53Q: 3 clusters Score -1874487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1874495.500000 Penalty: 3120.224854
	Iteration 54Q: 3 clusters Score -1874496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1874497.125000 Penalty: 3120.224854
	Iteration 55Q: 3 clusters Score -1874497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1874506.625000 Penalty: 3120.224854
	Iteration 56Q: 3 clusters Score -1874507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1874522.250000 Penalty: 3120.224854
	Iteration 57Q: 3 clusters Score -1874522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1874538.375000 Penalty: 3120.224854
	Iteration 58Q: 3 clusters Score -1874538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1874563.375000 Penalty: 3120.224854
	Iteration 59Q: 3 clusters Score -1874563 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1874589.500000 Penalty: 3120.224854
	Iteration 60F: 3 clusters Score -1874590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1874612.250000 Penalty: 3120.224854
	Iteration 61Q: 3 clusters Score -1874612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1874640.000000 Penalty: 3120.224854
	Iteration 62Q: 3 clusters Score -1874640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1874662.625000 Penalty: 3120.224854
	Iteration 63Q: 3 clusters Score -1874663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1874686.625000 Penalty: 3120.224854
	Iteration 64Q: 3 clusters Score -1874687 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1874718.250000 Penalty: 3120.224854
	Iteration 65Q: 3 clusters Score -1874718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1874738.500000 Penalty: 3120.224854
	Iteration 66Q: 3 clusters Score -1874738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1874765.250000 Penalty: 3120.224854
	Iteration 67Q: 3 clusters Score -1874765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1874778.125000 Penalty: 3120.224854
	Iteration 68Q: 3 clusters Score -1874778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1874811.750000 Penalty: 3120.224854
	Iteration 69Q: 3 clusters Score -1874812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1874835.875000 Penalty: 3120.224854
	Iteration 70Q: 3 clusters Score -1874836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1874867.625000 Penalty: 3120.224854
	Iteration 71Q: 3 clusters Score -1874868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1874897.500000 Penalty: 3120.224854
	Iteration 72Q: 3 clusters Score -1874898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1874927.125000 Penalty: 3120.224854
	Iteration 73Q: 3 clusters Score -1874927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1874945.750000 Penalty: 3120.224854
	Iteration 74Q: 3 clusters Score -1874946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1874958.750000 Penalty: 3120.224854
	Iteration 75Q: 3 clusters Score -1874959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1874968.750000 Penalty: 3120.224854
	Iteration 76Q: 3 clusters Score -1874969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1874980.375000 Penalty: 3120.224854
	Iteration 77Q: 3 clusters Score -1874980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1874993.125000 Penalty: 3120.224854
	Iteration 78Q: 3 clusters Score -1874993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1874996.000000 Penalty: 3120.224854
	Iteration 79Q: 3 clusters Score -1874996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1875010.500000 Penalty: 3120.224854
	Iteration 80F: 3 clusters Score -1875010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1875015.625000 Penalty: 3120.224854
	Iteration 81Q: 3 clusters Score -1875016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1875015.375000 Penalty: 3120.224854
	Iteration 82Q: 3 clusters Score -1875015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1875019.625000 Penalty: 3120.224854
	Iteration 83Q: 3 clusters Score -1875020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1875025.000000 Penalty: 3120.224854
	Iteration 84Q: 3 clusters Score -1875025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1875029.625000 Penalty: 3120.224854
	Iteration 85Q: 3 clusters Score -1875030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1875037.125000 Penalty: 3120.224854
	Iteration 86Q: 3 clusters Score -1875037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1875039.875000 Penalty: 3120.224854
	Iteration 87Q: 3 clusters Score -1875040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1875049.500000 Penalty: 3120.224854
	Iteration 88Q: 3 clusters Score -1875050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1875054.000000 Penalty: 3120.224854
	Iteration 89Q: 3 clusters Score -1875054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1875057.250000 Penalty: 3120.224854
	Iteration 90Q: 3 clusters Score -1875057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1875058.250000 Penalty: 3120.224854
	Iteration 91Q: 3 clusters Score -1875058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1875067.375000 Penalty: 3120.224854
	Iteration 92Q: 3 clusters Score -1875067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1875067.625000 Penalty: 3120.224854
	Iteration 93Q: 3 clusters Score -1875068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1875074.875000 Penalty: 3120.224854
	Iteration 94Q: 3 clusters Score -1875075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1875081.625000 Penalty: 3120.224854
	Iteration 95Q: 3 clusters Score -1875082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1875094.375000 Penalty: 3120.224854
	Iteration 96Q: 3 clusters Score -1875094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1875105.250000 Penalty: 3120.224854
	Iteration 97Q: 3 clusters Score -1875105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1875113.375000 Penalty: 3120.224854
	Iteration 98Q: 3 clusters Score -1875113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1875124.500000 Penalty: 3120.224854
	Iteration 99Q: 3 clusters Score -1875124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1875125.250000 Penalty: 3120.224854
	Iteration 100F: 3 clusters Score -1875125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1875135.125000 Penalty: 3120.224854
	Iteration 101Q: 3 clusters Score -1875135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1875139.750000 Penalty: 3120.224854
	Iteration 102Q: 3 clusters Score -1875140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1875144.250000 Penalty: 3120.224854
	Iteration 103Q: 3 clusters Score -1875144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1875145.500000 Penalty: 3120.224854
	Iteration 104Q: 3 clusters Score -1875146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1875151.625000 Penalty: 3120.224854
	Iteration 105Q: 3 clusters Score -1875152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1875152.625000 Penalty: 3120.224854
	Iteration 106Q: 3 clusters Score -1875153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1875166.375000 Penalty: 3120.224854
	Iteration 107Q: 3 clusters Score -1875166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1875171.125000 Penalty: 3120.224854
	Iteration 108Q: 3 clusters Score -1875171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1875178.000000 Penalty: 3120.224854
	Iteration 109Q: 3 clusters Score -1875178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1875178.000000 Penalty: 3120.224854
	Iteration 110Q: 3 clusters Score -1875178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1875183.625000 Penalty: 3120.224854
	Iteration 111Q: 3 clusters Score -1875184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1875185.250000 Penalty: 3120.224854
	Iteration 112Q: 3 clusters Score -1875185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1875188.875000 Penalty: 3120.224854
	Iteration 113Q: 3 clusters Score -1875189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1875193.500000 Penalty: 3120.224854
	Iteration 114Q: 3 clusters Score -1875194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1875193.875000 Penalty: 3120.224854
	Iteration 115Q: 3 clusters Score -1875194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1875201.750000 Penalty: 3120.224854
	Iteration 116Q: 3 clusters Score -1875202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1875209.750000 Penalty: 3120.224854
	Iteration 117Q: 3 clusters Score -1875210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1875210.000000 Penalty: 3120.224854
	Iteration 118Q: 3 clusters Score -1875210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1875214.375000 Penalty: 3120.224854
	Iteration 119Q: 3 clusters Score -1875214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1875222.625000 Penalty: 3120.224854
	Iteration 120F: 3 clusters Score -1875223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1875221.125000 Penalty: 3120.224854
	Iteration 121Q: 3 clusters Score -1875221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1875223.750000 Penalty: 3120.224854
	Iteration 122Q: 3 clusters Score -1875224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1875226.625000 Penalty: 3120.224854
	Iteration 123Q: 3 clusters Score -1875227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1875228.125000 Penalty: 3120.224854
	Iteration 124Q: 3 clusters Score -1875228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1875235.000000 Penalty: 3120.224854
	Iteration 125Q: 3 clusters Score -1875235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1875247.875000 Penalty: 3120.224854
	Iteration 126Q: 3 clusters Score -1875248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1875252.125000 Penalty: 3120.224854
	Iteration 127Q: 3 clusters Score -1875252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1875254.750000 Penalty: 3120.224854
	Iteration 128Q: 3 clusters Score -1875255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1875260.875000 Penalty: 3120.224854
	Iteration 129Q: 3 clusters Score -1875261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1875263.375000 Penalty: 3120.224854
	Iteration 130Q: 3 clusters Score -1875263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1875267.625000 Penalty: 3120.224854
	Iteration 131Q: 3 clusters Score -1875268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1875268.125000 Penalty: 3120.224854
	Iteration 132Q: 3 clusters Score -1875268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1875274.000000 Penalty: 3120.224854
	Iteration 133Q: 3 clusters Score -1875274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1875274.250000 Penalty: 3120.224854
	Iteration 134Q: 3 clusters Score -1875274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1875275.875000 Penalty: 3120.224854
	Iteration 135Q: 3 clusters Score -1875276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1875278.500000 Penalty: 3120.224854
	Iteration 136Q: 3 clusters Score -1875278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1875282.375000 Penalty: 3120.224854
	Iteration 137Q: 3 clusters Score -1875282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1875287.625000 Penalty: 3120.224854
	Iteration 138Q: 3 clusters Score -1875288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1875288.500000 Penalty: 3120.224854
	Iteration 139Q: 3 clusters Score -1875288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1875293.500000 Penalty: 3120.224854
	Iteration 140F: 3 clusters Score -1875294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1875295.750000 Penalty: 3120.224854
	Iteration 141Q: 3 clusters Score -1875296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1875305.000000 Penalty: 3120.224854
	Iteration 142Q: 3 clusters Score -1875305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1875311.250000 Penalty: 3120.224854
	Iteration 143Q: 3 clusters Score -1875311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1875324.875000 Penalty: 3120.224854
	Iteration 144Q: 3 clusters Score -1875325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1875342.625000 Penalty: 3120.224854
	Iteration 145Q: 3 clusters Score -1875343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1875348.750000 Penalty: 3120.224854
	Iteration 146Q: 3 clusters Score -1875349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1875358.500000 Penalty: 3120.224854
	Iteration 147Q: 3 clusters Score -1875358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1875371.375000 Penalty: 3120.224854
	Iteration 148Q: 3 clusters Score -1875371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1875387.500000 Penalty: 3120.224854
	Iteration 149Q: 3 clusters Score -1875388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1875399.750000 Penalty: 3120.224854
	Iteration 150Q: 3 clusters Score -1875400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1875404.625000 Penalty: 3120.224854
	Iteration 151Q: 3 clusters Score -1875405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1875419.375000 Penalty: 3120.224854
	Iteration 152Q: 3 clusters Score -1875419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1875427.500000 Penalty: 3120.224854
	Iteration 153Q: 3 clusters Score -1875428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1875432.500000 Penalty: 3120.224854
	Iteration 154Q: 3 clusters Score -1875432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1875442.750000 Penalty: 3120.224854
	Iteration 155Q: 3 clusters Score -1875443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1875459.750000 Penalty: 3120.224854
	Iteration 156Q: 3 clusters Score -1875460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1875468.500000 Penalty: 3120.224854
	Iteration 157Q: 3 clusters Score -1875468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1875476.375000 Penalty: 3120.224854
	Iteration 158Q: 3 clusters Score -1875476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1875488.125000 Penalty: 3120.224854
	Iteration 159Q: 3 clusters Score -1875488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1875497.750000 Penalty: 3120.224854
	Iteration 160F: 3 clusters Score -1875498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1875507.500000 Penalty: 3120.224854
	Iteration 161Q: 3 clusters Score -1875508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1875512.750000 Penalty: 3120.224854
	Iteration 162Q: 3 clusters Score -1875513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1875524.125000 Penalty: 3120.224854
	Iteration 163Q: 3 clusters Score -1875524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1875530.500000 Penalty: 3120.224854
	Iteration 164Q: 3 clusters Score -1875530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1875539.125000 Penalty: 3120.224854
	Iteration 165Q: 3 clusters Score -1875539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1875542.500000 Penalty: 3120.224854
	Iteration 166Q: 3 clusters Score -1875542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1875549.250000 Penalty: 3120.224854
	Iteration 167Q: 3 clusters Score -1875549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1875558.125000 Penalty: 3120.224854
	Iteration 168Q: 3 clusters Score -1875558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1875560.375000 Penalty: 3120.224854
	Iteration 169Q: 3 clusters Score -1875560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1875560.125000 Penalty: 3120.224854
	Iteration 170Q: 3 clusters Score -1875560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1875561.375000 Penalty: 3120.224854
	Iteration 171Q: 3 clusters Score -1875561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1875565.125000 Penalty: 3120.224854
	Iteration 172Q: 3 clusters Score -1875565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1875566.625000 Penalty: 3120.224854
	Iteration 173Q: 3 clusters Score -1875567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1875571.250000 Penalty: 3120.224854
	Iteration 174Q: 3 clusters Score -1875571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1875571.000000 Penalty: 3120.224854
	Iteration 175Q: 3 clusters Score -1875571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1875577.125000 Penalty: 3120.224854
	Iteration 176Q: 3 clusters Score -1875577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1875579.875000 Penalty: 3120.224854
	Iteration 177Q: 3 clusters Score -1875580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1875582.375000 Penalty: 3120.224854
	Iteration 178Q: 3 clusters Score -1875582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1875582.375000 Penalty: 3120.224854
	Iteration 179Q: 3 clusters Score -1875582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1875586.125000 Penalty: 3120.224854
	Iteration 180F: 3 clusters Score -1875586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1875586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1875588.750000 Penalty: 3120.224854
	Iteration 182Q: 3 clusters Score -1875589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1875589.375000 Penalty: 3120.224854
	Iteration 183Q: 3 clusters Score -1875589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1875595.625000 Penalty: 3120.224854
	Iteration 184Q: 3 clusters Score -1875596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1875600.250000 Penalty: 3120.224854
	Iteration 185Q: 3 clusters Score -1875600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1875607.250000 Penalty: 3120.224854
	Iteration 186Q: 3 clusters Score -1875607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1875613.500000 Penalty: 3120.224854
	Iteration 187Q: 3 clusters Score -1875614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1875620.500000 Penalty: 3120.224854
	Iteration 188Q: 3 clusters Score -1875620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1875625.625000 Penalty: 3120.224854
	Iteration 189Q: 3 clusters Score -1875626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1875627.750000 Penalty: 3120.224854
	Iteration 190Q: 3 clusters Score -1875628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1875637.875000 Penalty: 3120.224854
	Iteration 191Q: 3 clusters Score -1875638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1875647.375000 Penalty: 3120.224854
	Iteration 192Q: 3 clusters Score -1875647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1875650.125000 Penalty: 3120.224854
	Iteration 193Q: 3 clusters Score -1875650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1875656.125000 Penalty: 3120.224854
	Iteration 194Q: 3 clusters Score -1875656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1875659.875000 Penalty: 3120.224854
	Iteration 195Q: 3 clusters Score -1875660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1875659.625000 Penalty: 3120.224854
	Iteration 196Q: 3 clusters Score -1875660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1875663.250000 Penalty: 3120.224854
	Iteration 197Q: 3 clusters Score -1875663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1875664.750000 Penalty: 3120.224854
	Iteration 198Q: 3 clusters Score -1875665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1875663.250000 Penalty: 3120.224854
	Iteration 199Q: 3 clusters Score -1875663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1875664.750000 Penalty: 3120.224854
	Iteration 200F: 3 clusters Score -1875665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1875665.000000 Penalty: 3120.224854
	Iteration 201Q: 3 clusters Score -1875665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1875669.125000 Penalty: 3120.224854
	Iteration 202Q: 3 clusters Score -1875669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1875669.250000 Penalty: 3120.224854
	Iteration 203Q: 3 clusters Score -1875669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1875672.125000 Penalty: 3120.224854
	Iteration 204Q: 3 clusters Score -1875672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1875677.125000 Penalty: 3120.224854
	Iteration 205Q: 3 clusters Score -1875677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1875682.625000 Penalty: 3120.224854
	Iteration 206Q: 3 clusters Score -1875683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1875694.500000 Penalty: 3120.224854
	Iteration 207Q: 3 clusters Score -1875694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1875697.250000 Penalty: 3120.224854
	Iteration 208Q: 3 clusters Score -1875697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1875697.875000 Penalty: 3120.224854
	Iteration 209Q: 3 clusters Score -1875698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1875700.750000 Penalty: 3120.224854
	Iteration 210Q: 3 clusters Score -1875701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1875701.000000 Penalty: 3120.224854
	Iteration 211Q: 3 clusters Score -1875701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1875702.000000 Penalty: 3120.224854
	Iteration 212Q: 3 clusters Score -1875702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1875706.375000 Penalty: 3120.224854
	Iteration 213Q: 3 clusters Score -1875706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1875706.000000 Penalty: 3120.224854
	Iteration 214Q: 3 clusters Score -1875706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1875706.750000 Penalty: 3120.224854
	Iteration 215Q: 3 clusters Score -1875707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1875707.000000 Penalty: 3120.224854
	Iteration 216Q: 3 clusters Score -1875707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1875710.500000 Penalty: 3120.224854
	Iteration 217Q: 3 clusters Score -1875710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1875709.625000 Penalty: 3120.224854
	Iteration 218Q: 3 clusters Score -1875710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1875709.625000 Penalty: 3120.224854
	Iteration 219F: 3 clusters Score -1875710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Entering Unmasked Estep 
Score: -1600394.875000 Penalty: 1545.916016
	Iteration 0F: 2 clusters Score -1600395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1590949.750000 Penalty: 3091.832031
	Iteration 0F: 3 clusters Score -1590950 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1594447.875000 Penalty: 3091.832031
	Iteration 1F: 3 clusters Score -1594448 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1594992.375000 Penalty: 3091.832031
	Iteration 2F: 3 clusters Score -1594992 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1595568.625000 Penalty: 3091.832031
	Iteration 3F: 3 clusters Score -1595569 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1596163.250000 Penalty: 3091.832031
	Iteration 4F: 3 clusters Score -1596163 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1596744.875000 Penalty: 3091.832031
	Iteration 5F: 3 clusters Score -1596745 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1597293.125000 Penalty: 3091.832031
	Iteration 6F: 3 clusters Score -1597293 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1597717.625000 Penalty: 3091.832031
	Iteration 7F: 3 clusters Score -1597718 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1598009.250000 Penalty: 3091.832031
	Iteration 8Q: 3 clusters Score -1598009 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1598199.750000 Penalty: 3091.832031
	Iteration 9Q: 3 clusters Score -1598200 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1598341.375000 Penalty: 3091.832031
	Iteration 10Q: 3 clusters Score -1598341 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1598422.125000 Penalty: 3091.832031
	Iteration 11Q: 3 clusters Score -1598422 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1598488.500000 Penalty: 3091.832031
	Iteration 12Q: 3 clusters Score -1598488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1598539.750000 Penalty: 3091.832031
	Iteration 13Q: 3 clusters Score -1598540 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1598578.750000 Penalty: 3091.832031
	Iteration 14Q: 3 clusters Score -1598579 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1598611.000000 Penalty: 3091.832031
	Iteration 15Q: 3 clusters Score -1598611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1598648.625000 Penalty: 3091.832031
	Iteration 16Q: 3 clusters Score -1598649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1598679.750000 Penalty: 3091.832031
	Iteration 17Q: 3 clusters Score -1598680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1598712.750000 Penalty: 3091.832031
	Iteration 18Q: 3 clusters Score -1598713 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1598732.125000 Penalty: 3091.832031
	Iteration 19Q: 3 clusters Score -1598732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1598759.875000 Penalty: 3091.832031
	Iteration 20F: 3 clusters Score -1598760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1598778.875000 Penalty: 3091.832031
	Iteration 21Q: 3 clusters Score -1598779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1598802.625000 Penalty: 3091.832031
	Iteration 22Q: 3 clusters Score -1598803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1598820.125000 Penalty: 3091.832031
	Iteration 23Q: 3 clusters Score -1598820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1598853.250000 Penalty: 3091.832031
	Iteration 24Q: 3 clusters Score -1598853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1598889.250000 Penalty: 3091.832031
	Iteration 25Q: 3 clusters Score -1598889 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1598923.000000 Penalty: 3091.832031
	Iteration 26Q: 3 clusters Score -1598923 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1598953.500000 Penalty: 3091.832031
	Iteration 27Q: 3 clusters Score -1598954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1598979.375000 Penalty: 3091.832031
	Iteration 28Q: 3 clusters Score -1598979 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1599005.250000 Penalty: 3091.832031
	Iteration 29Q: 3 clusters Score -1599005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1599037.125000 Penalty: 3091.832031
	Iteration 30Q: 3 clusters Score -1599037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1599056.625000 Penalty: 3091.832031
	Iteration 31Q: 3 clusters Score -1599057 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1599098.250000 Penalty: 3091.832031
	Iteration 32Q: 3 clusters Score -1599098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1599124.375000 Penalty: 3091.832031
	Iteration 33Q: 3 clusters Score -1599124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1599144.750000 Penalty: 3091.832031
	Iteration 34Q: 3 clusters Score -1599145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1599153.625000 Penalty: 3091.832031
	Iteration 35Q: 3 clusters Score -1599154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1599162.625000 Penalty: 3091.832031
	Iteration 36Q: 3 clusters Score -1599163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1599172.250000 Penalty: 3091.832031
	Iteration 37Q: 3 clusters Score -1599172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1599179.625000 Penalty: 3091.832031
	Iteration 38Q: 3 clusters Score -1599180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1599188.625000 Penalty: 3091.832031
	Iteration 39Q: 3 clusters Score -1599189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1599197.000000 Penalty: 3091.832031
	Iteration 40F: 3 clusters Score -1599197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1599208.500000 Penalty: 3091.832031
	Iteration 41Q: 3 clusters Score -1599208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1599218.000000 Penalty: 3091.832031
	Iteration 42Q: 3 clusters Score -1599218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1599221.875000 Penalty: 3091.832031
	Iteration 43Q: 3 clusters Score -1599222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1599230.000000 Penalty: 3091.832031
	Iteration 44Q: 3 clusters Score -1599230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1599234.250000 Penalty: 3091.832031
	Iteration 45Q: 3 clusters Score -1599234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1599242.500000 Penalty: 3091.832031
	Iteration 46Q: 3 clusters Score -1599242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1599247.250000 Penalty: 3091.832031
	Iteration 47Q: 3 clusters Score -1599247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1599254.000000 Penalty: 3091.832031
	Iteration 48Q: 3 clusters Score -1599254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1599256.000000 Penalty: 3091.832031
	Iteration 49Q: 3 clusters Score -1599256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1599261.500000 Penalty: 3091.832031
	Iteration 50Q: 3 clusters Score -1599262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1599263.125000 Penalty: 3091.832031
	Iteration 51Q: 3 clusters Score -1599263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1599272.375000 Penalty: 3091.832031
	Iteration 52Q: 3 clusters Score -1599272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1599280.875000 Penalty: 3091.832031
	Iteration 53Q: 3 clusters Score -1599281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1599286.750000 Penalty: 3091.832031
	Iteration 54Q: 3 clusters Score -1599287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1599292.125000 Penalty: 3091.832031
	Iteration 55Q: 3 clusters Score -1599292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1599298.625000 Penalty: 3091.832031
	Iteration 56Q: 3 clusters Score -1599299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1599305.000000 Penalty: 3091.832031
	Iteration 57Q: 3 clusters Score -1599305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1599302.625000 Penalty: 3091.832031
	Iteration 58Q: 3 clusters Score -1599303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1599309.000000 Penalty: 3091.832031
	Iteration 59Q: 3 clusters Score -1599309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1599312.000000 Penalty: 3091.832031
	Iteration 60F: 3 clusters Score -1599312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1599316.375000 Penalty: 3091.832031
	Iteration 61Q: 3 clusters Score -1599316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1599323.000000 Penalty: 3091.832031
	Iteration 62Q: 3 clusters Score -1599323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1599328.000000 Penalty: 3091.832031
	Iteration 63Q: 3 clusters Score -1599328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1599333.625000 Penalty: 3091.832031
	Iteration 64Q: 3 clusters Score -1599334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1599336.750000 Penalty: 3091.832031
	Iteration 65Q: 3 clusters Score -1599337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1599342.500000 Penalty: 3091.832031
	Iteration 66Q: 3 clusters Score -1599342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1599347.625000 Penalty: 3091.832031
	Iteration 67Q: 3 clusters Score -1599348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1599359.125000 Penalty: 3091.832031
	Iteration 68Q: 3 clusters Score -1599359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1599362.750000 Penalty: 3091.832031
	Iteration 69Q: 3 clusters Score -1599363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1599364.375000 Penalty: 3091.832031
	Iteration 70Q: 3 clusters Score -1599364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1599365.750000 Penalty: 3091.832031
	Iteration 71Q: 3 clusters Score -1599366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1599370.000000 Penalty: 3091.832031
	Iteration 72Q: 3 clusters Score -1599370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1599378.250000 Penalty: 3091.832031
	Iteration 73Q: 3 clusters Score -1599378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1599385.375000 Penalty: 3091.832031
	Iteration 74Q: 3 clusters Score -1599385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1599397.875000 Penalty: 3091.832031
	Iteration 75Q: 3 clusters Score -1599398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1599402.750000 Penalty: 3091.832031
	Iteration 76Q: 3 clusters Score -1599403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1599407.375000 Penalty: 3091.832031
	Iteration 77Q: 3 clusters Score -1599407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1599416.375000 Penalty: 3091.832031
	Iteration 78Q: 3 clusters Score -1599416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1599427.125000 Penalty: 3091.832031
	Iteration 79Q: 3 clusters Score -1599427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1599441.375000 Penalty: 3091.832031
	Iteration 80F: 3 clusters Score -1599441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1599449.375000 Penalty: 3091.832031
	Iteration 81Q: 3 clusters Score -1599449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1599454.250000 Penalty: 3091.832031
	Iteration 82Q: 3 clusters Score -1599454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1599460.625000 Penalty: 3091.832031
	Iteration 83Q: 3 clusters Score -1599461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1599461.875000 Penalty: 3091.832031
	Iteration 84Q: 3 clusters Score -1599462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1599473.500000 Penalty: 3091.832031
	Iteration 85Q: 3 clusters Score -1599474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1599485.000000 Penalty: 3091.832031
	Iteration 86Q: 3 clusters Score -1599485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1599494.625000 Penalty: 3091.832031
	Iteration 87Q: 3 clusters Score -1599495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1599497.500000 Penalty: 3091.832031
	Iteration 88Q: 3 clusters Score -1599498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1599506.625000 Penalty: 3091.832031
	Iteration 89Q: 3 clusters Score -1599507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1599513.125000 Penalty: 3091.832031
	Iteration 90Q: 3 clusters Score -1599513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1599520.000000 Penalty: 3091.832031
	Iteration 91Q: 3 clusters Score -1599520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1599532.500000 Penalty: 3091.832031
	Iteration 92Q: 3 clusters Score -1599532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1599550.125000 Penalty: 3091.832031
	Iteration 93Q: 3 clusters Score -1599550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1599566.750000 Penalty: 3091.832031
	Iteration 94Q: 3 clusters Score -1599567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1599591.750000 Penalty: 3091.832031
	Iteration 95Q: 3 clusters Score -1599592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1599620.750000 Penalty: 3091.832031
	Iteration 96Q: 3 clusters Score -1599621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1599656.125000 Penalty: 3091.832031
	Iteration 97Q: 3 clusters Score -1599656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1599696.000000 Penalty: 3091.832031
	Iteration 98Q: 3 clusters Score -1599696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1599725.500000 Penalty: 3091.832031
	Iteration 99Q: 3 clusters Score -1599726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1599765.500000 Penalty: 3091.832031
	Iteration 100F: 3 clusters Score -1599766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1599807.000000 Penalty: 3091.832031
	Iteration 101Q: 3 clusters Score -1599807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1599843.250000 Penalty: 3091.832031
	Iteration 102Q: 3 clusters Score -1599843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1599870.125000 Penalty: 3091.832031
	Iteration 103Q: 3 clusters Score -1599870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1599894.000000 Penalty: 3091.832031
	Iteration 104Q: 3 clusters Score -1599894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1599914.375000 Penalty: 3091.832031
	Iteration 105Q: 3 clusters Score -1599914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1599938.750000 Penalty: 3091.832031
	Iteration 106Q: 3 clusters Score -1599939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1599971.125000 Penalty: 3091.832031
	Iteration 107Q: 3 clusters Score -1599971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1599998.000000 Penalty: 3091.832031
	Iteration 108Q: 3 clusters Score -1599998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1600035.500000 Penalty: 3091.832031
	Iteration 109Q: 3 clusters Score -1600036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1600082.625000 Penalty: 3091.832031
	Iteration 110Q: 3 clusters Score -1600083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1600110.875000 Penalty: 3091.832031
	Iteration 111Q: 3 clusters Score -1600111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1600118.500000 Penalty: 3091.832031
	Iteration 112Q: 3 clusters Score -1600118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1600125.500000 Penalty: 3091.832031
	Iteration 113Q: 3 clusters Score -1600126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1600130.750000 Penalty: 3091.832031
	Iteration 114Q: 3 clusters Score -1600131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1600132.625000 Penalty: 3091.832031
	Iteration 115Q: 3 clusters Score -1600133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1600137.000000 Penalty: 3091.832031
	Iteration 116Q: 3 clusters Score -1600137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1600137.875000 Penalty: 3091.832031
	Iteration 117Q: 3 clusters Score -1600138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1600138.750000 Penalty: 3091.832031
	Iteration 118Q: 3 clusters Score -1600139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1600138.500000 Penalty: 3091.832031
	Iteration 119Q: 3 clusters Score -1600138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1600150.000000 Penalty: 3091.832031
	Iteration 120F: 3 clusters Score -1600150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1600175.625000 Penalty: 3091.832031
	Iteration 121Q: 3 clusters Score -1600176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1600201.625000 Penalty: 3091.832031
	Iteration 122Q: 3 clusters Score -1600202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1600217.375000 Penalty: 3091.832031
	Iteration 123Q: 3 clusters Score -1600217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1600229.750000 Penalty: 3091.832031
	Iteration 124Q: 3 clusters Score -1600230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1600235.750000 Penalty: 3091.832031
	Iteration 125Q: 3 clusters Score -1600236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1600238.000000 Penalty: 3091.832031
	Iteration 126Q: 3 clusters Score -1600238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1600244.500000 Penalty: 3091.832031
	Iteration 127Q: 3 clusters Score -1600244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1600246.125000 Penalty: 3091.832031
	Iteration 128Q: 3 clusters Score -1600246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1600249.375000 Penalty: 3091.832031
	Iteration 129Q: 3 clusters Score -1600249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1600247.125000 Penalty: 3091.832031
	Iteration 130Q: 3 clusters Score -1600247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1600249.500000 Penalty: 3091.832031
	Iteration 131Q: 3 clusters Score -1600250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1600249.250000 Penalty: 3091.832031
	Iteration 132Q: 3 clusters Score -1600249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1600249.250000 Penalty: 3091.832031
	Iteration 133F: 3 clusters Score -1600249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Entering Unmasked Estep 
Score: -1818841.375000 Penalty: 1556.171631
	Iteration 0F: 2 clusters Score -1818841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1808837.875000 Penalty: 3112.343262
	Iteration 0F: 3 clusters Score -1808838 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1812607.125000 Penalty: 3112.343262
	Iteration 1F: 3 clusters Score -1812607 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1813082.125000 Penalty: 3112.343262
	Iteration 2F: 3 clusters Score -1813082 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1813515.125000 Penalty: 3112.343262
	Iteration 3F: 3 clusters Score -1813515 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1813915.625000 Penalty: 3112.343262
	Iteration 4F: 3 clusters Score -1813916 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1814371.750000 Penalty: 3112.343262
	Iteration 5F: 3 clusters Score -1814372 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1814909.250000 Penalty: 3112.343262
	Iteration 6F: 3 clusters Score -1814909 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1815609.750000 Penalty: 3112.343262
	Iteration 7F: 3 clusters Score -1815610 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1816541.875000 Penalty: 3112.343262
	Iteration 8F: 3 clusters Score -1816542 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1817429.875000 Penalty: 3112.343262
	Iteration 9F: 3 clusters Score -1817430 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1817964.375000 Penalty: 3112.343262
	Iteration 10F: 3 clusters Score -1817964 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1818252.000000 Penalty: 3112.343262
	Iteration 11Q: 3 clusters Score -1818252 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1818427.875000 Penalty: 3112.343262
	Iteration 12Q: 3 clusters Score -1818428 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1818521.250000 Penalty: 3112.343262
	Iteration 13Q: 3 clusters Score -1818521 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1818592.625000 Penalty: 3112.343262
	Iteration 14Q: 3 clusters Score -1818593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1818649.125000 Penalty: 3112.343262
	Iteration 15Q: 3 clusters Score -1818649 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1818694.375000 Penalty: 3112.343262
	Iteration 16Q: 3 clusters Score -1818694 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1818742.250000 Penalty: 3112.343262
	Iteration 17Q: 3 clusters Score -1818742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1818776.125000 Penalty: 3112.343262
	Iteration 18Q: 3 clusters Score -1818776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1818811.375000 Penalty: 3112.343262
	Iteration 19Q: 3 clusters Score -1818811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1818860.250000 Penalty: 3112.343262
	Iteration 20F: 3 clusters Score -1818860 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1818910.500000 Penalty: 3112.343262
	Iteration 21Q: 3 clusters Score -1818910 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1818953.125000 Penalty: 3112.343262
	Iteration 22Q: 3 clusters Score -1818953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1819011.250000 Penalty: 3112.343262
	Iteration 23Q: 3 clusters Score -1819011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1819064.000000 Penalty: 3112.343262
	Iteration 24Q: 3 clusters Score -1819064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1819109.500000 Penalty: 3112.343262
	Iteration 25Q: 3 clusters Score -1819110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1819142.500000 Penalty: 3112.343262
	Iteration 26Q: 3 clusters Score -1819142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1819161.750000 Penalty: 3112.343262
	Iteration 27Q: 3 clusters Score -1819162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1819178.125000 Penalty: 3112.343262
	Iteration 28Q: 3 clusters Score -1819178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1819192.125000 Penalty: 3112.343262
	Iteration 29Q: 3 clusters Score -1819192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1819212.500000 Penalty: 3112.343262
	Iteration 30Q: 3 clusters Score -1819212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1819229.250000 Penalty: 3112.343262
	Iteration 31Q: 3 clusters Score -1819229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1819244.500000 Penalty: 3112.343262
	Iteration 32Q: 3 clusters Score -1819244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1819264.750000 Penalty: 3112.343262
	Iteration 33Q: 3 clusters Score -1819265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1819281.375000 Penalty: 3112.343262
	Iteration 34Q: 3 clusters Score -1819281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1819315.125000 Penalty: 3112.343262
	Iteration 35Q: 3 clusters Score -1819315 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1819345.750000 Penalty: 3112.343262
	Iteration 36Q: 3 clusters Score -1819346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1819400.375000 Penalty: 3112.343262
	Iteration 37Q: 3 clusters Score -1819400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1819454.000000 Penalty: 3112.343262
	Iteration 38Q: 3 clusters Score -1819454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1819515.625000 Penalty: 3112.343262
	Iteration 39Q: 3 clusters Score -1819516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1819609.000000 Penalty: 3112.343262
	Iteration 40F: 3 clusters Score -1819609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1819748.750000 Penalty: 3112.343262
	Iteration 41Q: 3 clusters Score -1819749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1819972.750000 Penalty: 3112.343262
	Iteration 42Q: 3 clusters Score -1819973 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1820179.625000 Penalty: 3112.343262
	Iteration 43Q: 3 clusters Score -1820180 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1820271.375000 Penalty: 3112.343262
	Iteration 44Q: 3 clusters Score -1820271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1820312.500000 Penalty: 3112.343262
	Iteration 45Q: 3 clusters Score -1820312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1820330.750000 Penalty: 3112.343262
	Iteration 46Q: 3 clusters Score -1820331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1820349.375000 Penalty: 3112.343262
	Iteration 47Q: 3 clusters Score -1820349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1820350.250000 Penalty: 3112.343262
	Iteration 48Q: 3 clusters Score -1820350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1820347.125000 Penalty: 3112.343262
	Iteration 49Q: 3 clusters Score -1820347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1820351.625000 Penalty: 3112.343262
	Iteration 50Q: 3 clusters Score -1820352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1820357.500000 Penalty: 3112.343262
	Iteration 51Q: 3 clusters Score -1820358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1820357.500000 Penalty: 3112.343262
	Iteration 52Q: 3 clusters Score -1820358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1820358.500000 Penalty: 3112.343262
	Iteration 53Q: 3 clusters Score -1820358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1820358.500000 Penalty: 3112.343262
	Iteration 54F: 3 clusters Score -1820358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 135058 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 132864 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 9276 members 
Entering Unmasked Estep 
Score: -127574056.000000 Penalty: 53882.710938
Splitting cluster 9 changes total score from -127565776.000000 to -127574056.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (112775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Entering Unmasked Estep 
Score: -14359702.000000 Penalty: 1890.386841
	Iteration 0F: 2 clusters Score -1.43597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -14287609.000000 Penalty: 3780.773682
	Iteration 0F: 3 clusters Score -1.428761e+07 nChanged 54132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -14319772.000000 Penalty: 3780.773682
	Iteration 1F: 3 clusters Score -1.431977e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -14320765.000000 Penalty: 3780.773682
	Iteration 2Q: 3 clusters Score -1.432076e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -14322240.000000 Penalty: 3780.773682
	Iteration 3Q: 3 clusters Score -1.432224e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -14323980.000000 Penalty: 3780.773682
	Iteration 4Q: 3 clusters Score -1.432398e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -14326328.000000 Penalty: 3780.773682
	Iteration 5Q: 3 clusters Score -1.432633e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -14329126.000000 Penalty: 3780.773682
	Iteration 6Q: 3 clusters Score -1.432913e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -14332547.000000 Penalty: 3780.773682
	Iteration 7F: 3 clusters Score -1.433255e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -14336515.000000 Penalty: 3780.773682
	Iteration 8F: 3 clusters Score -1.433652e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -14339945.000000 Penalty: 3780.773682
	Iteration 9F: 3 clusters Score -1.433994e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -14342094.000000 Penalty: 3780.773682
	Iteration 10Q: 3 clusters Score -1.434209e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -14342945.000000 Penalty: 3780.773682
	Iteration 11Q: 3 clusters Score -1.434294e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -14343306.000000 Penalty: 3780.773682
	Iteration 12Q: 3 clusters Score -1.434331e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -14343405.000000 Penalty: 3780.773682
	Iteration 13Q: 3 clusters Score -1.43434e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -14343551.000000 Penalty: 3780.773682
	Iteration 14Q: 3 clusters Score -1.434355e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -14343597.000000 Penalty: 3780.773682
	Iteration 15Q: 3 clusters Score -1.43436e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -14343733.000000 Penalty: 3780.773682
	Iteration 16Q: 3 clusters Score -1.434373e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -14343751.000000 Penalty: 3780.773682
	Iteration 17Q: 3 clusters Score -1.434375e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -14343858.000000 Penalty: 3780.773682
	Iteration 18Q: 3 clusters Score -1.434386e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -14343903.000000 Penalty: 3780.773682
	Iteration 19Q: 3 clusters Score -1.43439e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -14343961.000000 Penalty: 3780.773682
	Iteration 20F: 3 clusters Score -1.434396e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -14344050.000000 Penalty: 3780.773682
	Iteration 21Q: 3 clusters Score -1.434405e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -14344096.000000 Penalty: 3780.773682
	Iteration 22Q: 3 clusters Score -1.43441e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -14344101.000000 Penalty: 3780.773682
	Iteration 23Q: 3 clusters Score -1.43441e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -14344170.000000 Penalty: 3780.773682
	Iteration 24Q: 3 clusters Score -1.434417e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -14344224.000000 Penalty: 3780.773682
	Iteration 25Q: 3 clusters Score -1.434422e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -14344275.000000 Penalty: 3780.773682
	Iteration 26Q: 3 clusters Score -1.434428e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -14344345.000000 Penalty: 3780.773682
	Iteration 27Q: 3 clusters Score -1.434434e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -14344375.000000 Penalty: 3780.773682
	Iteration 28Q: 3 clusters Score -1.434438e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -14344481.000000 Penalty: 3780.773682
	Iteration 29Q: 3 clusters Score -1.434448e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -14344550.000000 Penalty: 3780.773682
	Iteration 30Q: 3 clusters Score -1.434455e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -14344564.000000 Penalty: 3780.773682
	Iteration 31Q: 3 clusters Score -1.434456e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -14344661.000000 Penalty: 3780.773682
	Iteration 32Q: 3 clusters Score -1.434466e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -14344762.000000 Penalty: 3780.773682
	Iteration 33Q: 3 clusters Score -1.434476e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -14344786.000000 Penalty: 3780.773682
	Iteration 34Q: 3 clusters Score -1.434479e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -14344945.000000 Penalty: 3780.773682
	Iteration 35Q: 3 clusters Score -1.434494e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -14345073.000000 Penalty: 3780.773682
	Iteration 36Q: 3 clusters Score -1.434507e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -14345243.000000 Penalty: 3780.773682
	Iteration 37Q: 3 clusters Score -1.434524e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -14345447.000000 Penalty: 3780.773682
	Iteration 38Q: 3 clusters Score -1.434545e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -14345788.000000 Penalty: 3780.773682
	Iteration 39Q: 3 clusters Score -1.434579e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -14346021.000000 Penalty: 3780.773682
	Iteration 40F: 3 clusters Score -1.434602e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -14346324.000000 Penalty: 3780.773682
	Iteration 41Q: 3 clusters Score -1.434632e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -14346754.000000 Penalty: 3780.773682
	Iteration 42Q: 3 clusters Score -1.434675e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -14347279.000000 Penalty: 3780.773682
	Iteration 43Q: 3 clusters Score -1.434728e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -14347834.000000 Penalty: 3780.773682
	Iteration 44Q: 3 clusters Score -1.434783e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -14348627.000000 Penalty: 3780.773682
	Iteration 45Q: 3 clusters Score -1.434863e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -14349508.000000 Penalty: 3780.773682
	Iteration 46Q: 3 clusters Score -1.434951e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -14350450.000000 Penalty: 3780.773682
	Iteration 47Q: 3 clusters Score -1.435045e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -14351546.000000 Penalty: 3780.773682
	Iteration 48Q: 3 clusters Score -1.435155e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -14352744.000000 Penalty: 3780.773682
	Iteration 49Q: 3 clusters Score -1.435274e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -14354099.000000 Penalty: 3780.773682
	Iteration 50Q: 3 clusters Score -1.43541e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -14355294.000000 Penalty: 3780.773682
	Iteration 51Q: 3 clusters Score -1.435529e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -14356256.000000 Penalty: 3780.773682
	Iteration 52Q: 3 clusters Score -1.435626e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -14357091.000000 Penalty: 3780.773682
	Iteration 53Q: 3 clusters Score -1.435709e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -14357665.000000 Penalty: 3780.773682
	Iteration 54Q: 3 clusters Score -1.435766e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -14358151.000000 Penalty: 3780.773682
	Iteration 55Q: 3 clusters Score -1.435815e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -14358415.000000 Penalty: 3780.773682
	Iteration 56Q: 3 clusters Score -1.435842e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -14358519.000000 Penalty: 3780.773682
	Iteration 57Q: 3 clusters Score -1.435852e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -14358640.000000 Penalty: 3780.773682
	Iteration 58Q: 3 clusters Score -1.435864e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
Score: -14358703.000000 Penalty: 3780.773682
	Iteration 59Q: 3 clusters Score -1.43587e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -14358862.000000 Penalty: 3780.773682
	Iteration 60F: 3 clusters Score -1.435886e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -14358929.000000 Penalty: 3780.773682
	Iteration 61Q: 3 clusters Score -1.435893e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -14358978.000000 Penalty: 3780.773682
	Iteration 62Q: 3 clusters Score -1.435898e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 111241 members 
Entering Unmasked Estep 
Score: -14358969.000000 Penalty: 3780.773682
	Iteration 63Q: 3 clusters Score -1.435897e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -14358976.000000 Penalty: 3780.773682
	Iteration 64Q: 3 clusters Score -1.435898e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -14359036.000000 Penalty: 3780.773682
	Iteration 65Q: 3 clusters Score -1.435904e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -14359029.000000 Penalty: 3780.773682
	Iteration 66Q: 3 clusters Score -1.435903e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -14359069.000000 Penalty: 3780.773682
	Iteration 67Q: 3 clusters Score -1.435907e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 111459 members 
Entering Unmasked Estep 
Score: -14359093.000000 Penalty: 3780.773682
	Iteration 68Q: 3 clusters Score -1.435909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -14359102.000000 Penalty: 3780.773682
	Iteration 69Q: 3 clusters Score -1.43591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 111471 members 
Entering Unmasked Estep 
Score: -14359087.000000 Penalty: 3780.773682
	Iteration 70Q: 3 clusters Score -1.435909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -14359094.000000 Penalty: 3780.773682
	Iteration 71Q: 3 clusters Score -1.435909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -14359100.000000 Penalty: 3780.773682
	Iteration 72Q: 3 clusters Score -1.43591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -14359099.000000 Penalty: 3780.773682
	Iteration 73Q: 3 clusters Score -1.43591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 111454 members 
Entering Unmasked Estep 
Score: -14359085.000000 Penalty: 3780.773682
	Iteration 74Q: 3 clusters Score -1.435908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -14359098.000000 Penalty: 3780.773682
	Iteration 75Q: 3 clusters Score -1.43591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -14359099.000000 Penalty: 3780.773682
	Iteration 76Q: 3 clusters Score -1.43591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -14359100.000000 Penalty: 3780.773682
	Iteration 77Q: 3 clusters Score -1.43591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -14359096.000000 Penalty: 3780.773682
	Iteration 78Q: 3 clusters Score -1.43591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -14359087.000000 Penalty: 3780.773682
	Iteration 79Q: 3 clusters Score -1.435909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -14359090.000000 Penalty: 3780.773682
	Iteration 80F: 3 clusters Score -1.435909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 111433 members 
Entering Unmasked Estep 
Score: -14359112.000000 Penalty: 3780.773682
	Iteration 81Q: 3 clusters Score -1.435911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -14359093.000000 Penalty: 3780.773682
	Iteration 82Q: 3 clusters Score -1.435909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 111421 members 
Entering Unmasked Estep 
Score: -14359095.000000 Penalty: 3780.773682
	Iteration 83Q: 3 clusters Score -1.43591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 111413 members 
Entering Unmasked Estep 
Score: -14359103.000000 Penalty: 3780.773682
	Iteration 84Q: 3 clusters Score -1.43591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -14359115.000000 Penalty: 3780.773682
	Iteration 85Q: 3 clusters Score -1.435912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -14359110.000000 Penalty: 3780.773682
	Iteration 86Q: 3 clusters Score -1.435911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -14359111.000000 Penalty: 3780.773682
	Iteration 87Q: 3 clusters Score -1.435911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 111395 members 
Entering Unmasked Estep 
Score: -14359124.000000 Penalty: 3780.773682
	Iteration 88Q: 3 clusters Score -1.435912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -14359114.000000 Penalty: 3780.773682
	Iteration 89Q: 3 clusters Score -1.435911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -14359117.000000 Penalty: 3780.773682
	Iteration 90Q: 3 clusters Score -1.435912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 111381 members 
Entering Unmasked Estep 
Score: -14359114.000000 Penalty: 3780.773682
	Iteration 91Q: 3 clusters Score -1.435911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -14359113.000000 Penalty: 3780.773682
	Iteration 92Q: 3 clusters Score -1.435911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -14359120.000000 Penalty: 3780.773682
	Iteration 93Q: 3 clusters Score -1.435912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -14359139.000000 Penalty: 3780.773682
	Iteration 94Q: 3 clusters Score -1.435914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -14359147.000000 Penalty: 3780.773682
	Iteration 95Q: 3 clusters Score -1.435915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -14359163.000000 Penalty: 3780.773682
	Iteration 96Q: 3 clusters Score -1.435916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -14359144.000000 Penalty: 3780.773682
	Iteration 97Q: 3 clusters Score -1.435914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -14359139.000000 Penalty: 3780.773682
	Iteration 98Q: 3 clusters Score -1.435914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 111370 members 
Entering Unmasked Estep 
Score: -14359145.000000 Penalty: 3780.773682
	Iteration 99Q: 3 clusters Score -1.435914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -14359148.000000 Penalty: 3780.773682
	Iteration 100F: 3 clusters Score -1.435915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -14359147.000000 Penalty: 3780.773682
	Iteration 101Q: 3 clusters Score -1.435915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -14359149.000000 Penalty: 3780.773682
	Iteration 102Q: 3 clusters Score -1.435915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -14359156.000000 Penalty: 3780.773682
	Iteration 103Q: 3 clusters Score -1.435916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -14359157.000000 Penalty: 3780.773682
	Iteration 104Q: 3 clusters Score -1.435916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -14359167.000000 Penalty: 3780.773682
	Iteration 105Q: 3 clusters Score -1.435917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -14359148.000000 Penalty: 3780.773682
	Iteration 106Q: 3 clusters Score -1.435915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -14359154.000000 Penalty: 3780.773682
	Iteration 107Q: 3 clusters Score -1.435915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -14359155.000000 Penalty: 3780.773682
	Iteration 108Q: 3 clusters Score -1.435916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -14359165.000000 Penalty: 3780.773682
	Iteration 109Q: 3 clusters Score -1.435916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -14359170.000000 Penalty: 3780.773682
	Iteration 110Q: 3 clusters Score -1.435917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -14359177.000000 Penalty: 3780.773682
	Iteration 111Q: 3 clusters Score -1.435918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -14359153.000000 Penalty: 3780.773682
	Iteration 112Q: 3 clusters Score -1.435915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -14359162.000000 Penalty: 3780.773682
	Iteration 113Q: 3 clusters Score -1.435916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111377 members 
Entering Unmasked Estep 
Score: -14359157.000000 Penalty: 3780.773682
	Iteration 114Q: 3 clusters Score -1.435916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -14359155.000000 Penalty: 3780.773682
	Iteration 115Q: 3 clusters Score -1.435916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -14359157.000000 Penalty: 3780.773682
	Iteration 116Q: 3 clusters Score -1.435916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -14359153.000000 Penalty: 3780.773682
	Iteration 117Q: 3 clusters Score -1.435915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111377 members 
Entering Unmasked Estep 
Score: -14359151.000000 Penalty: 3780.773682
	Iteration 118Q: 3 clusters Score -1.435915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111377 members 
Entering Unmasked Estep 
Score: -14359158.000000 Penalty: 3780.773682
	Iteration 119Q: 3 clusters Score -1.435916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -14359156.000000 Penalty: 3780.773682
	Iteration 120F: 3 clusters Score -1.435916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -14359162.000000 Penalty: 3780.773682
	Iteration 121Q: 3 clusters Score -1.435916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -14359162.000000 Penalty: 3780.773682
	Iteration 122F: 3 clusters Score -1.435916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Entering Unmasked Estep 
Score: -17861956.000000 Penalty: 1919.687134
	Iteration 0F: 2 clusters Score -1.786196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -17816392.000000 Penalty: 3839.374268
	Iteration 0F: 3 clusters Score -1.781639e+07 nChanged 65072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -17854540.000000 Penalty: 3839.374268
	Iteration 1F: 3 clusters Score -1.785454e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -17855480.000000 Penalty: 3839.374268
	Iteration 2F: 3 clusters Score -1.785548e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -17857370.000000 Penalty: 3839.374268
	Iteration 3F: 3 clusters Score -1.785737e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -17861610.000000 Penalty: 3839.374268
	Iteration 4F: 3 clusters Score -1.786161e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -17869008.000000 Penalty: 3839.374268
	Iteration 5F: 3 clusters Score -1.786901e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -17876258.000000 Penalty: 3839.374268
	Iteration 6F: 3 clusters Score -1.787626e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -17879484.000000 Penalty: 3839.374268
	Iteration 7F: 3 clusters Score -1.787948e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -17880026.000000 Penalty: 3839.374268
	Iteration 8F: 3 clusters Score -1.788003e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -17879518.000000 Penalty: 3839.374268
	Iteration 9Q: 3 clusters Score -1.787952e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -17878942.000000 Penalty: 3839.374268
	Iteration 10Q: 3 clusters Score -1.787894e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -17878344.000000 Penalty: 3839.374268
	Iteration 11Q: 3 clusters Score -1.787834e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -17877912.000000 Penalty: 3839.374268
	Iteration 12Q: 3 clusters Score -1.787791e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -17877694.000000 Penalty: 3839.374268
	Iteration 13Q: 3 clusters Score -1.787769e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -17877824.000000 Penalty: 3839.374268
	Iteration 14Q: 3 clusters Score -1.787782e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -17878266.000000 Penalty: 3839.374268
	Iteration 15Q: 3 clusters Score -1.787827e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -17878738.000000 Penalty: 3839.374268
	Iteration 16Q: 3 clusters Score -1.787874e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -17879328.000000 Penalty: 3839.374268
	Iteration 17Q: 3 clusters Score -1.787933e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -17880100.000000 Penalty: 3839.374268
	Iteration 18Q: 3 clusters Score -1.78801e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -17880902.000000 Penalty: 3839.374268
	Iteration 19Q: 3 clusters Score -1.78809e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -17881750.000000 Penalty: 3839.374268
	Iteration 20F: 3 clusters Score -1.788175e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -17882396.000000 Penalty: 3839.374268
	Iteration 21Q: 3 clusters Score -1.78824e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -17883068.000000 Penalty: 3839.374268
	Iteration 22Q: 3 clusters Score -1.788307e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -17883206.000000 Penalty: 3839.374268
	Iteration 23Q: 3 clusters Score -1.788321e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -17883296.000000 Penalty: 3839.374268
	Iteration 24Q: 3 clusters Score -1.78833e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -17883320.000000 Penalty: 3839.374268
	Iteration 25Q: 3 clusters Score -1.788332e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -17883026.000000 Penalty: 3839.374268
	Iteration 26Q: 3 clusters Score -1.788303e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -17882860.000000 Penalty: 3839.374268
	Iteration 27Q: 3 clusters Score -1.788286e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -17882720.000000 Penalty: 3839.374268
	Iteration 28Q: 3 clusters Score -1.788272e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -17882618.000000 Penalty: 3839.374268
	Iteration 29Q: 3 clusters Score -1.788262e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -17882460.000000 Penalty: 3839.374268
	Iteration 30Q: 3 clusters Score -1.788246e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -17882450.000000 Penalty: 3839.374268
	Iteration 31Q: 3 clusters Score -1.788245e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -17882338.000000 Penalty: 3839.374268
	Iteration 32Q: 3 clusters Score -1.788234e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -17882450.000000 Penalty: 3839.374268
	Iteration 33Q: 3 clusters Score -1.788245e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -17882598.000000 Penalty: 3839.374268
	Iteration 34Q: 3 clusters Score -1.78826e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -17883014.000000 Penalty: 3839.374268
	Iteration 35Q: 3 clusters Score -1.788301e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -17883276.000000 Penalty: 3839.374268
	Iteration 36Q: 3 clusters Score -1.788328e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -17883386.000000 Penalty: 3839.374268
	Iteration 37Q: 3 clusters Score -1.788339e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -17883472.000000 Penalty: 3839.374268
	Iteration 38Q: 3 clusters Score -1.788347e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -17883340.000000 Penalty: 3839.374268
	Iteration 39Q: 3 clusters Score -1.788334e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -17883326.000000 Penalty: 3839.374268
	Iteration 40F: 3 clusters Score -1.788333e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -17883238.000000 Penalty: 3839.374268
	Iteration 41Q: 3 clusters Score -1.788324e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -17883240.000000 Penalty: 3839.374268
	Iteration 42Q: 3 clusters Score -1.788324e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -17883052.000000 Penalty: 3839.374268
	Iteration 43Q: 3 clusters Score -1.788305e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -17883028.000000 Penalty: 3839.374268
	Iteration 44Q: 3 clusters Score -1.788303e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -17882944.000000 Penalty: 3839.374268
	Iteration 45Q: 3 clusters Score -1.788294e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -17883044.000000 Penalty: 3839.374268
	Iteration 46Q: 3 clusters Score -1.788304e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -17883048.000000 Penalty: 3839.374268
	Iteration 47Q: 3 clusters Score -1.788305e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -17883104.000000 Penalty: 3839.374268
	Iteration 48Q: 3 clusters Score -1.78831e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -17883194.000000 Penalty: 3839.374268
	Iteration 49Q: 3 clusters Score -1.788319e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -17883328.000000 Penalty: 3839.374268
	Iteration 50Q: 3 clusters Score -1.788333e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -17883398.000000 Penalty: 3839.374268
	Iteration 51Q: 3 clusters Score -1.78834e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -17883208.000000 Penalty: 3839.374268
	Iteration 52Q: 3 clusters Score -1.788321e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -17883184.000000 Penalty: 3839.374268
	Iteration 53Q: 3 clusters Score -1.788318e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -17883116.000000 Penalty: 3839.374268
	Iteration 54Q: 3 clusters Score -1.788312e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -17883112.000000 Penalty: 3839.374268
	Iteration 55Q: 3 clusters Score -1.788311e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -17883112.000000 Penalty: 3839.374268
	Iteration 56Q: 3 clusters Score -1.788311e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -17883090.000000 Penalty: 3839.374268
	Iteration 57Q: 3 clusters Score -1.788309e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -17883014.000000 Penalty: 3839.374268
	Iteration 58Q: 3 clusters Score -1.788301e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -17882956.000000 Penalty: 3839.374268
	Iteration 59Q: 3 clusters Score -1.788296e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -17882938.000000 Penalty: 3839.374268
	Iteration 60F: 3 clusters Score -1.788294e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -17882910.000000 Penalty: 3839.374268
	Iteration 61Q: 3 clusters Score -1.788291e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -17882850.000000 Penalty: 3839.374268
	Iteration 62Q: 3 clusters Score -1.788285e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -17882900.000000 Penalty: 3839.374268
	Iteration 63Q: 3 clusters Score -1.78829e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -17882836.000000 Penalty: 3839.374268
	Iteration 64Q: 3 clusters Score -1.788284e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -17882816.000000 Penalty: 3839.374268
	Iteration 65Q: 3 clusters Score -1.788282e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -17882828.000000 Penalty: 3839.374268
	Iteration 66Q: 3 clusters Score -1.788283e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -17882856.000000 Penalty: 3839.374268
	Iteration 67Q: 3 clusters Score -1.788286e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -17882892.000000 Penalty: 3839.374268
	Iteration 68Q: 3 clusters Score -1.788289e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -17882928.000000 Penalty: 3839.374268
	Iteration 69Q: 3 clusters Score -1.788293e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -17882910.000000 Penalty: 3839.374268
	Iteration 70Q: 3 clusters Score -1.788291e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -17882930.000000 Penalty: 3839.374268
	Iteration 71Q: 3 clusters Score -1.788293e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -17883000.000000 Penalty: 3839.374268
	Iteration 72Q: 3 clusters Score -1.7883e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -17882960.000000 Penalty: 3839.374268
	Iteration 73Q: 3 clusters Score -1.788296e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -17882996.000000 Penalty: 3839.374268
	Iteration 74Q: 3 clusters Score -1.7883e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -17882996.000000 Penalty: 3839.374268
	Iteration 75Q: 3 clusters Score -1.7883e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -17882986.000000 Penalty: 3839.374268
	Iteration 76Q: 3 clusters Score -1.788299e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -17882984.000000 Penalty: 3839.374268
	Iteration 77Q: 3 clusters Score -1.788298e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -17882956.000000 Penalty: 3839.374268
	Iteration 78Q: 3 clusters Score -1.788296e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -17882934.000000 Penalty: 3839.374268
	Iteration 79Q: 3 clusters Score -1.788293e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -17882922.000000 Penalty: 3839.374268
	Iteration 80F: 3 clusters Score -1.788292e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -17882892.000000 Penalty: 3839.374268
	Iteration 81Q: 3 clusters Score -1.788289e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -17882850.000000 Penalty: 3839.374268
	Iteration 82Q: 3 clusters Score -1.788285e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -17882848.000000 Penalty: 3839.374268
	Iteration 83Q: 3 clusters Score -1.788285e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -17882748.000000 Penalty: 3839.374268
	Iteration 84Q: 3 clusters Score -1.788275e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -17882768.000000 Penalty: 3839.374268
	Iteration 85Q: 3 clusters Score -1.788277e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -17882730.000000 Penalty: 3839.374268
	Iteration 86Q: 3 clusters Score -1.788273e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -17882656.000000 Penalty: 3839.374268
	Iteration 87Q: 3 clusters Score -1.788266e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -17882638.000000 Penalty: 3839.374268
	Iteration 88Q: 3 clusters Score -1.788264e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -17882642.000000 Penalty: 3839.374268
	Iteration 89Q: 3 clusters Score -1.788264e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -17882634.000000 Penalty: 3839.374268
	Iteration 90Q: 3 clusters Score -1.788263e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -17882678.000000 Penalty: 3839.374268
	Iteration 91Q: 3 clusters Score -1.788268e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -17882670.000000 Penalty: 3839.374268
	Iteration 92Q: 3 clusters Score -1.788267e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -17882618.000000 Penalty: 3839.374268
	Iteration 93Q: 3 clusters Score -1.788262e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -17882602.000000 Penalty: 3839.374268
	Iteration 94Q: 3 clusters Score -1.78826e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -17882614.000000 Penalty: 3839.374268
	Iteration 95Q: 3 clusters Score -1.788261e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -17882638.000000 Penalty: 3839.374268
	Iteration 96Q: 3 clusters Score -1.788264e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -17882604.000000 Penalty: 3839.374268
	Iteration 97Q: 3 clusters Score -1.78826e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -17882562.000000 Penalty: 3839.374268
	Iteration 98Q: 3 clusters Score -1.788256e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -17882554.000000 Penalty: 3839.374268
	Iteration 99Q: 3 clusters Score -1.788255e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -17882522.000000 Penalty: 3839.374268
	Iteration 100F: 3 clusters Score -1.788252e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -17882520.000000 Penalty: 3839.374268
	Iteration 101Q: 3 clusters Score -1.788252e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -17882484.000000 Penalty: 3839.374268
	Iteration 102Q: 3 clusters Score -1.788248e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -17882436.000000 Penalty: 3839.374268
	Iteration 103Q: 3 clusters Score -1.788244e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -17882422.000000 Penalty: 3839.374268
	Iteration 104Q: 3 clusters Score -1.788242e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -17882414.000000 Penalty: 3839.374268
	Iteration 105Q: 3 clusters Score -1.788241e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -17882408.000000 Penalty: 3839.374268
	Iteration 106Q: 3 clusters Score -1.788241e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -17882418.000000 Penalty: 3839.374268
	Iteration 107Q: 3 clusters Score -1.788242e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -17882382.000000 Penalty: 3839.374268
	Iteration 108Q: 3 clusters Score -1.788238e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -17882374.000000 Penalty: 3839.374268
	Iteration 109Q: 3 clusters Score -1.788237e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -17882356.000000 Penalty: 3839.374268
	Iteration 110Q: 3 clusters Score -1.788236e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -17882392.000000 Penalty: 3839.374268
	Iteration 111Q: 3 clusters Score -1.788239e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -17882374.000000 Penalty: 3839.374268
	Iteration 112Q: 3 clusters Score -1.788237e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -17882356.000000 Penalty: 3839.374268
	Iteration 113Q: 3 clusters Score -1.788236e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -17882388.000000 Penalty: 3839.374268
	Iteration 114Q: 3 clusters Score -1.788239e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -17882392.000000 Penalty: 3839.374268
	Iteration 115Q: 3 clusters Score -1.788239e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -17882378.000000 Penalty: 3839.374268
	Iteration 116Q: 3 clusters Score -1.788238e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -17882382.000000 Penalty: 3839.374268
	Iteration 117Q: 3 clusters Score -1.788238e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -17882382.000000 Penalty: 3839.374268
	Iteration 118Q: 3 clusters Score -1.788238e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -17882372.000000 Penalty: 3839.374268
	Iteration 119Q: 3 clusters Score -1.788237e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -17882384.000000 Penalty: 3839.374268
	Iteration 120F: 3 clusters Score -1.788238e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -17882374.000000 Penalty: 3839.374268
	Iteration 121Q: 3 clusters Score -1.788237e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -17882338.000000 Penalty: 3839.374268
	Iteration 122Q: 3 clusters Score -1.788234e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -17882312.000000 Penalty: 3839.374268
	Iteration 123Q: 3 clusters Score -1.788231e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -17882322.000000 Penalty: 3839.374268
	Iteration 124Q: 3 clusters Score -1.788232e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -17882346.000000 Penalty: 3839.374268
	Iteration 125Q: 3 clusters Score -1.788235e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -17882346.000000 Penalty: 3839.374268
	Iteration 126Q: 3 clusters Score -1.788235e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -17882358.000000 Penalty: 3839.374268
	Iteration 127Q: 3 clusters Score -1.788236e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -17882342.000000 Penalty: 3839.374268
	Iteration 128Q: 3 clusters Score -1.788234e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -17882330.000000 Penalty: 3839.374268
	Iteration 129Q: 3 clusters Score -1.788233e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -17882320.000000 Penalty: 3839.374268
	Iteration 130Q: 3 clusters Score -1.788232e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -17882298.000000 Penalty: 3839.374268
	Iteration 131Q: 3 clusters Score -1.78823e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -17882282.000000 Penalty: 3839.374268
	Iteration 132Q: 3 clusters Score -1.788228e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -17882278.000000 Penalty: 3839.374268
	Iteration 133Q: 3 clusters Score -1.788228e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -17882232.000000 Penalty: 3839.374268
	Iteration 134Q: 3 clusters Score -1.788223e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -17882230.000000 Penalty: 3839.374268
	Iteration 135Q: 3 clusters Score -1.788223e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -17882212.000000 Penalty: 3839.374268
	Iteration 136Q: 3 clusters Score -1.788221e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -17882228.000000 Penalty: 3839.374268
	Iteration 137Q: 3 clusters Score -1.788223e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -17882214.000000 Penalty: 3839.374268
	Iteration 138Q: 3 clusters Score -1.788221e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -17882226.000000 Penalty: 3839.374268
	Iteration 139Q: 3 clusters Score -1.788223e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -17882232.000000 Penalty: 3839.374268
	Iteration 140F: 3 clusters Score -1.788223e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -17882246.000000 Penalty: 3839.374268
	Iteration 141Q: 3 clusters Score -1.788225e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -17882192.000000 Penalty: 3839.374268
	Iteration 142Q: 3 clusters Score -1.788219e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -17882186.000000 Penalty: 3839.374268
	Iteration 143Q: 3 clusters Score -1.788219e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -17882186.000000 Penalty: 3839.374268
	Iteration 144Q: 3 clusters Score -1.788219e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -17882164.000000 Penalty: 3839.374268
	Iteration 145Q: 3 clusters Score -1.788216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -17882168.000000 Penalty: 3839.374268
	Iteration 146Q: 3 clusters Score -1.788217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -17882144.000000 Penalty: 3839.374268
	Iteration 147Q: 3 clusters Score -1.788214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -17882144.000000 Penalty: 3839.374268
	Iteration 148Q: 3 clusters Score -1.788214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -17882156.000000 Penalty: 3839.374268
	Iteration 149Q: 3 clusters Score -1.788216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -17882158.000000 Penalty: 3839.374268
	Iteration 150Q: 3 clusters Score -1.788216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -17882164.000000 Penalty: 3839.374268
	Iteration 151Q: 3 clusters Score -1.788216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -17882166.000000 Penalty: 3839.374268
	Iteration 152Q: 3 clusters Score -1.788217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -17882158.000000 Penalty: 3839.374268
	Iteration 153Q: 3 clusters Score -1.788216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -17882136.000000 Penalty: 3839.374268
	Iteration 154Q: 3 clusters Score -1.788214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -17882148.000000 Penalty: 3839.374268
	Iteration 155Q: 3 clusters Score -1.788215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -17882154.000000 Penalty: 3839.374268
	Iteration 156Q: 3 clusters Score -1.788215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -17882154.000000 Penalty: 3839.374268
	Iteration 157Q: 3 clusters Score -1.788215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -17882152.000000 Penalty: 3839.374268
	Iteration 158Q: 3 clusters Score -1.788215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -17882158.000000 Penalty: 3839.374268
	Iteration 159Q: 3 clusters Score -1.788216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -17882170.000000 Penalty: 3839.374268
	Iteration 160F: 3 clusters Score -1.788217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -17882184.000000 Penalty: 3839.374268
	Iteration 161Q: 3 clusters Score -1.788218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -17882176.000000 Penalty: 3839.374268
	Iteration 162Q: 3 clusters Score -1.788218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -17882182.000000 Penalty: 3839.374268
	Iteration 163Q: 3 clusters Score -1.788218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -17882166.000000 Penalty: 3839.374268
	Iteration 164Q: 3 clusters Score -1.788217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -17882166.000000 Penalty: 3839.374268
	Iteration 165Q: 3 clusters Score -1.788217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -17882164.000000 Penalty: 3839.374268
	Iteration 166Q: 3 clusters Score -1.788216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -17882150.000000 Penalty: 3839.374268
	Iteration 167Q: 3 clusters Score -1.788215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -17882146.000000 Penalty: 3839.374268
	Iteration 168Q: 3 clusters Score -1.788215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -17882150.000000 Penalty: 3839.374268
	Iteration 169Q: 3 clusters Score -1.788215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -17882158.000000 Penalty: 3839.374268
	Iteration 170Q: 3 clusters Score -1.788216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -17882174.000000 Penalty: 3839.374268
	Iteration 171Q: 3 clusters Score -1.788217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -17882172.000000 Penalty: 3839.374268
	Iteration 172Q: 3 clusters Score -1.788217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -17882186.000000 Penalty: 3839.374268
	Iteration 173Q: 3 clusters Score -1.788219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -17882180.000000 Penalty: 3839.374268
	Iteration 174Q: 3 clusters Score -1.788218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -17882166.000000 Penalty: 3839.374268
	Iteration 175Q: 3 clusters Score -1.788217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -17882146.000000 Penalty: 3839.374268
	Iteration 176Q: 3 clusters Score -1.788215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -17882148.000000 Penalty: 3839.374268
	Iteration 177Q: 3 clusters Score -1.788215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -17882154.000000 Penalty: 3839.374268
	Iteration 178Q: 3 clusters Score -1.788215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -17882176.000000 Penalty: 3839.374268
	Iteration 179Q: 3 clusters Score -1.788218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -17882150.000000 Penalty: 3839.374268
	Iteration 180F: 3 clusters Score -1.788215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -17882134.000000 Penalty: 3839.374268
	Iteration 181Q: 3 clusters Score -1.788213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -17882138.000000 Penalty: 3839.374268
	Iteration 182Q: 3 clusters Score -1.788214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -17882140.000000 Penalty: 3839.374268
	Iteration 183Q: 3 clusters Score -1.788214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -17882154.000000 Penalty: 3839.374268
	Iteration 184Q: 3 clusters Score -1.788215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -17882142.000000 Penalty: 3839.374268
	Iteration 185Q: 3 clusters Score -1.788214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -17882158.000000 Penalty: 3839.374268
	Iteration 186Q: 3 clusters Score -1.788216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -17882172.000000 Penalty: 3839.374268
	Iteration 187Q: 3 clusters Score -1.788217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -17882168.000000 Penalty: 3839.374268
	Iteration 188Q: 3 clusters Score -1.788217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -17882182.000000 Penalty: 3839.374268
	Iteration 189Q: 3 clusters Score -1.788218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -17882184.000000 Penalty: 3839.374268
	Iteration 190Q: 3 clusters Score -1.788218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -17882202.000000 Penalty: 3839.374268
	Iteration 191Q: 3 clusters Score -1.78822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -17882194.000000 Penalty: 3839.374268
	Iteration 192Q: 3 clusters Score -1.788219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -17882206.000000 Penalty: 3839.374268
	Iteration 193Q: 3 clusters Score -1.788221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -17882194.000000 Penalty: 3839.374268
	Iteration 194Q: 3 clusters Score -1.788219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -17882182.000000 Penalty: 3839.374268
	Iteration 195Q: 3 clusters Score -1.788218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -17882184.000000 Penalty: 3839.374268
	Iteration 196Q: 3 clusters Score -1.788218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -17882204.000000 Penalty: 3839.374268
	Iteration 197Q: 3 clusters Score -1.78822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -17882194.000000 Penalty: 3839.374268
	Iteration 198Q: 3 clusters Score -1.788219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -17882188.000000 Penalty: 3839.374268
	Iteration 199Q: 3 clusters Score -1.788219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -17882194.000000 Penalty: 3839.374268
	Iteration 200F: 3 clusters Score -1.788219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -17882192.000000 Penalty: 3839.374268
	Iteration 201Q: 3 clusters Score -1.788219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -17882184.000000 Penalty: 3839.374268
	Iteration 202Q: 3 clusters Score -1.788218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -17882196.000000 Penalty: 3839.374268
	Iteration 203Q: 3 clusters Score -1.78822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -17882176.000000 Penalty: 3839.374268
	Iteration 204Q: 3 clusters Score -1.788218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -17882182.000000 Penalty: 3839.374268
	Iteration 205Q: 3 clusters Score -1.788218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -17882176.000000 Penalty: 3839.374268
	Iteration 206Q: 3 clusters Score -1.788218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -17882172.000000 Penalty: 3839.374268
	Iteration 207Q: 3 clusters Score -1.788217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -17882186.000000 Penalty: 3839.374268
	Iteration 208Q: 3 clusters Score -1.788219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -17882194.000000 Penalty: 3839.374268
	Iteration 209Q: 3 clusters Score -1.788219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -17882194.000000 Penalty: 3839.374268
	Iteration 210F: 3 clusters Score -1.788219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 67320 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 132864 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 67738 members 
Entering Unmasked Estep 
Score: -127595768.000000 Penalty: 56127.824219
Splitting cluster 11 changes total score from -127565776.000000 to -127595768.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (43520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Entering Unmasked Estep 
Score: -5512356.000000 Penalty: 1735.658569
	Iteration 0F: 2 clusters Score -5512356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5483351.500000 Penalty: 3471.317139
	Iteration 0F: 3 clusters Score -5483352 nChanged 20274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -5494762.000000 Penalty: 3471.317139
	Iteration 1F: 3 clusters Score -5494762 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5495228.000000 Penalty: 3471.317139
	Iteration 2Q: 3 clusters Score -5495228 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5495710.500000 Penalty: 3471.317139
	Iteration 3Q: 3 clusters Score -5495710 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -5496345.500000 Penalty: 3471.317139
	Iteration 4Q: 3 clusters Score -5496346 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5497311.500000 Penalty: 3471.317139
	Iteration 5Q: 3 clusters Score -5497312 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -5498769.500000 Penalty: 3471.317139
	Iteration 6F: 3 clusters Score -5498770 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5500814.000000 Penalty: 3471.317139
	Iteration 7F: 3 clusters Score -5500814 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -5503493.500000 Penalty: 3471.317139
	Iteration 8F: 3 clusters Score -5503494 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5505984.000000 Penalty: 3471.317139
	Iteration 9F: 3 clusters Score -5505984 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5507912.500000 Penalty: 3471.317139
	Iteration 10Q: 3 clusters Score -5507912 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5509145.500000 Penalty: 3471.317139
	Iteration 11Q: 3 clusters Score -5509146 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5509933.000000 Penalty: 3471.317139
	Iteration 12Q: 3 clusters Score -5509933 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5510372.500000 Penalty: 3471.317139
	Iteration 13Q: 3 clusters Score -5510372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5510577.500000 Penalty: 3471.317139
	Iteration 14Q: 3 clusters Score -5510578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5510657.500000 Penalty: 3471.317139
	Iteration 15Q: 3 clusters Score -5510658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5510692.000000 Penalty: 3471.317139
	Iteration 16Q: 3 clusters Score -5510692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5510725.500000 Penalty: 3471.317139
	Iteration 17Q: 3 clusters Score -5510726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5510746.500000 Penalty: 3471.317139
	Iteration 18Q: 3 clusters Score -5510746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5510754.500000 Penalty: 3471.317139
	Iteration 19Q: 3 clusters Score -5510754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5510762.500000 Penalty: 3471.317139
	Iteration 20F: 3 clusters Score -5510762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5510777.500000 Penalty: 3471.317139
	Iteration 21Q: 3 clusters Score -5510778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5510781.000000 Penalty: 3471.317139
	Iteration 22Q: 3 clusters Score -5510781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5510784.500000 Penalty: 3471.317139
	Iteration 23Q: 3 clusters Score -5510784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5510784.000000 Penalty: 3471.317139
	Iteration 24Q: 3 clusters Score -5510784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5510784.000000 Penalty: 3471.317139
	Iteration 25F: 3 clusters Score -5510784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Entering Unmasked Estep 
Score: -4299911.000000 Penalty: 1693.992676
	Iteration 0F: 2 clusters Score -4299911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4277380.000000 Penalty: 3387.985352
	Iteration 0F: 3 clusters Score -4277380 nChanged 15511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4286124.000000 Penalty: 3387.985352
	Iteration 1F: 3 clusters Score -4286124 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4286710.500000 Penalty: 3387.985352
	Iteration 2Q: 3 clusters Score -4286710 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4287295.000000 Penalty: 3387.985352
	Iteration 3Q: 3 clusters Score -4287295 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4288001.000000 Penalty: 3387.985352
	Iteration 4Q: 3 clusters Score -4288001 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -4288780.000000 Penalty: 3387.985352
	Iteration 5Q: 3 clusters Score -4288780 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4289645.500000 Penalty: 3387.985352
	Iteration 6F: 3 clusters Score -4289646 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4290488.500000 Penalty: 3387.985352
	Iteration 7F: 3 clusters Score -4290488 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4291308.500000 Penalty: 3387.985352
	Iteration 8Q: 3 clusters Score -4291308 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4292103.000000 Penalty: 3387.985352
	Iteration 9Q: 3 clusters Score -4292103 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4292836.500000 Penalty: 3387.985352
	Iteration 10Q: 3 clusters Score -4292836 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4293491.500000 Penalty: 3387.985352
	Iteration 11Q: 3 clusters Score -4293492 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4293985.500000 Penalty: 3387.985352
	Iteration 12Q: 3 clusters Score -4293986 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4294326.000000 Penalty: 3387.985352
	Iteration 13Q: 3 clusters Score -4294326 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4294614.500000 Penalty: 3387.985352
	Iteration 14Q: 3 clusters Score -4294614 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4294900.000000 Penalty: 3387.985352
	Iteration 15Q: 3 clusters Score -4294900 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4295150.500000 Penalty: 3387.985352
	Iteration 16Q: 3 clusters Score -4295150 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4295439.000000 Penalty: 3387.985352
	Iteration 17Q: 3 clusters Score -4295439 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4295723.000000 Penalty: 3387.985352
	Iteration 18Q: 3 clusters Score -4295723 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4296016.500000 Penalty: 3387.985352
	Iteration 19Q: 3 clusters Score -4296016 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4296294.500000 Penalty: 3387.985352
	Iteration 20F: 3 clusters Score -4296294 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4296628.500000 Penalty: 3387.985352
	Iteration 21Q: 3 clusters Score -4296628 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -4296880.000000 Penalty: 3387.985352
	Iteration 22Q: 3 clusters Score -4296880 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4297090.000000 Penalty: 3387.985352
	Iteration 23Q: 3 clusters Score -4297090 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4297271.500000 Penalty: 3387.985352
	Iteration 24Q: 3 clusters Score -4297272 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4297424.500000 Penalty: 3387.985352
	Iteration 25Q: 3 clusters Score -4297424 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4297535.500000 Penalty: 3387.985352
	Iteration 26Q: 3 clusters Score -4297536 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4297644.000000 Penalty: 3387.985352
	Iteration 27Q: 3 clusters Score -4297644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4297768.000000 Penalty: 3387.985352
	Iteration 28Q: 3 clusters Score -4297768 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3564 members 
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Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4297930 nChanged 194
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Mstep: Class 1 contains 30539 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4298118 nChanged 145
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Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4298171 nChanged 137
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Mstep: Class 1 contains 31445 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4298335 nChanged 74
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4298359 nChanged 76
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Mstep: Class 1 contains 31658 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4298416 nChanged 76
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Mstep: Class 1 contains 31809 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31876 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31959 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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Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4298541 nChanged 31
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Mstep: Class 1 contains 32131 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4298548 nChanged 39
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Mstep: Class 1 contains 32166 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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	Iteration 55Q: 3 clusters Score -4298578 nChanged 16
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	Iteration 60F: 3 clusters Score -4298602 nChanged 19
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	Iteration 61Q: 3 clusters Score -4298602 nChanged 17
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	Iteration 69Q: 3 clusters Score -4298641 nChanged 6
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Mstep: Class 1 contains 32412 members 
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	Iteration 71Q: 3 clusters Score -4298644 nChanged 11
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	Iteration 72Q: 3 clusters Score -4298642 nChanged 7
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Mstep: Class 1 contains 32426 members 
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	Iteration 73Q: 3 clusters Score -4298644 nChanged 4
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Mstep: Class 1 contains 32430 members 
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	Iteration 74Q: 3 clusters Score -4298646 nChanged 2
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Mstep: Class 1 contains 32432 members 
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	Iteration 75Q: 3 clusters Score -4298648 nChanged 2
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	Iteration 76Q: 3 clusters Score -4298648 nChanged 2
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	Iteration 77Q: 3 clusters Score -4298652 nChanged 2
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	Iteration 78Q: 3 clusters Score -4298652 nChanged 5
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	Iteration 79Q: 3 clusters Score -4298654 nChanged 7
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	Iteration 80F: 3 clusters Score -4298654 nChanged 9
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	Iteration 81Q: 3 clusters Score -4298648 nChanged 6
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	Iteration 82Q: 3 clusters Score -4298653 nChanged 8
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	Iteration 83Q: 3 clusters Score -4298653 nChanged 7
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	Iteration 84Q: 3 clusters Score -4298652 nChanged 6
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	Iteration 85Q: 3 clusters Score -4298655 nChanged 7
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4298661 nChanged 12
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	Iteration 87Q: 3 clusters Score -4298673 nChanged 11
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	Iteration 88Q: 3 clusters Score -4298669 nChanged 9
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	Iteration 89Q: 3 clusters Score -4298674 nChanged 11
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	Iteration 90Q: 3 clusters Score -4298676 nChanged 10
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	Iteration 91Q: 3 clusters Score -4298677 nChanged 6
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Mstep: Class 1 contains 32512 members 
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	Iteration 92Q: 3 clusters Score -4298676 nChanged 8
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	Iteration 93Q: 3 clusters Score -4298678 nChanged 10
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	Iteration 94Q: 3 clusters Score -4298680 nChanged 6
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	Iteration 95Q: 3 clusters Score -4298682 nChanged 5
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	Iteration 96Q: 3 clusters Score -4298686 nChanged 6
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	Iteration 97Q: 3 clusters Score -4298688 nChanged 6
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	Iteration 98Q: 3 clusters Score -4298686 nChanged 6
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	Iteration 99Q: 3 clusters Score -4298686 nChanged 5
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	Iteration 100F: 3 clusters Score -4298685 nChanged 7
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	Iteration 101Q: 3 clusters Score -4298678 nChanged 7
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	Iteration 102Q: 3 clusters Score -4298679 nChanged 6
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	Iteration 103Q: 3 clusters Score -4298682 nChanged 10
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	Iteration 104Q: 3 clusters Score -4298685 nChanged 10
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	Iteration 105Q: 3 clusters Score -4298687 nChanged 14
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	Iteration 106Q: 3 clusters Score -4298685 nChanged 13
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	Iteration 107Q: 3 clusters Score -4298694 nChanged 11
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	Iteration 108Q: 3 clusters Score -4298700 nChanged 13
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	Iteration 109Q: 3 clusters Score -4298700 nChanged 7
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	Iteration 110Q: 3 clusters Score -4298698 nChanged 8
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	Iteration 111Q: 3 clusters Score -4298697 nChanged 8
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	Iteration 112Q: 3 clusters Score -4298707 nChanged 6
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	Iteration 113Q: 3 clusters Score -4298710 nChanged 2
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	Iteration 114Q: 3 clusters Score -4298708 nChanged 3
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	Iteration 115Q: 3 clusters Score -4298709 nChanged 4
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	Iteration 116Q: 3 clusters Score -4298707 nChanged 3
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	Iteration 117Q: 3 clusters Score -4298706 nChanged 5
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	Iteration 118Q: 3 clusters Score -4298714 nChanged 9
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	Iteration 119Q: 3 clusters Score -4298714 nChanged 4
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	Iteration 120F: 3 clusters Score -4298720 nChanged 3
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	Iteration 121Q: 3 clusters Score -4298724 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4298723.500000 Penalty: 3387.985352
	Iteration 122Q: 3 clusters Score -4298724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4298723.500000 Penalty: 3387.985352
	Iteration 123Q: 3 clusters Score -4298724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4298722.500000 Penalty: 3387.985352
	Iteration 124Q: 3 clusters Score -4298722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4298724.000000 Penalty: 3387.985352
	Iteration 125Q: 3 clusters Score -4298724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4298726.000000 Penalty: 3387.985352
	Iteration 126Q: 3 clusters Score -4298726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4298727.000000 Penalty: 3387.985352
	Iteration 127Q: 3 clusters Score -4298727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4298733.000000 Penalty: 3387.985352
	Iteration 128Q: 3 clusters Score -4298733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4298732.500000 Penalty: 3387.985352
	Iteration 129Q: 3 clusters Score -4298732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4298726.500000 Penalty: 3387.985352
	Iteration 130Q: 3 clusters Score -4298726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4298730.000000 Penalty: 3387.985352
	Iteration 131Q: 3 clusters Score -4298730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4298728.500000 Penalty: 3387.985352
	Iteration 132Q: 3 clusters Score -4298728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4298728.500000 Penalty: 3387.985352
	Iteration 133Q: 3 clusters Score -4298728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4298733.000000 Penalty: 3387.985352
	Iteration 134Q: 3 clusters Score -4298733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4298734.000000 Penalty: 3387.985352
	Iteration 135Q: 3 clusters Score -4298734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4298734.500000 Penalty: 3387.985352
	Iteration 136Q: 3 clusters Score -4298734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4298734.000000 Penalty: 3387.985352
	Iteration 137Q: 3 clusters Score -4298734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4298737.000000 Penalty: 3387.985352
	Iteration 138Q: 3 clusters Score -4298737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4298737.000000 Penalty: 3387.985352
	Iteration 139Q: 3 clusters Score -4298737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4298736.000000 Penalty: 3387.985352
	Iteration 140F: 3 clusters Score -4298736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4298738.000000 Penalty: 3387.985352
	Iteration 141Q: 3 clusters Score -4298738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4298738.000000 Penalty: 3387.985352
	Iteration 142F: 3 clusters Score -4298738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -652658.125000 Penalty: 1395.099243
	Iteration 0F: 2 clusters Score -652658.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -648447.500000 Penalty: 2790.198486
	Iteration 0F: 3 clusters Score -648447.5 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -649631.312500 Penalty: 2790.198486
	Iteration 1F: 3 clusters Score -649631.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -649866.812500 Penalty: 2790.198486
	Iteration 2F: 3 clusters Score -649866.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -650032.312500 Penalty: 2790.198486
	Iteration 3F: 3 clusters Score -650032.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -650186.937500 Penalty: 2790.198486
	Iteration 4F: 3 clusters Score -650186.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -650335.437500 Penalty: 2790.198486
	Iteration 5Q: 3 clusters Score -650335.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -650470.625000 Penalty: 2790.198486
	Iteration 6Q: 3 clusters Score -650470.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -650594.437500 Penalty: 2790.198486
	Iteration 7Q: 3 clusters Score -650594.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -650697.562500 Penalty: 2790.198486
	Iteration 8Q: 3 clusters Score -650697.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -650777.000000 Penalty: 2790.198486
	Iteration 9Q: 3 clusters Score -650777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -650840.500000 Penalty: 2790.198486
	Iteration 10Q: 3 clusters Score -650840.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -650882.250000 Penalty: 2790.198486
	Iteration 11Q: 3 clusters Score -650882.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -650909.062500 Penalty: 2790.198486
	Iteration 12Q: 3 clusters Score -650909.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -650932.375000 Penalty: 2790.198486
	Iteration 13Q: 3 clusters Score -650932.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -650949.750000 Penalty: 2790.198486
	Iteration 14Q: 3 clusters Score -650949.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -650973.125000 Penalty: 2790.198486
	Iteration 15Q: 3 clusters Score -650973.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -650994.125000 Penalty: 2790.198486
	Iteration 16Q: 3 clusters Score -650994.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -651016.062500 Penalty: 2790.198486
	Iteration 17Q: 3 clusters Score -651016.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -651037.687500 Penalty: 2790.198486
	Iteration 18Q: 3 clusters Score -651037.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -651064.312500 Penalty: 2790.198486
	Iteration 19Q: 3 clusters Score -651064.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -651091.937500 Penalty: 2790.198486
	Iteration 20F: 3 clusters Score -651091.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -651117.187500 Penalty: 2790.198486
	Iteration 21Q: 3 clusters Score -651117.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -651145.312500 Penalty: 2790.198486
	Iteration 22Q: 3 clusters Score -651145.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -651169.000000 Penalty: 2790.198486
	Iteration 23Q: 3 clusters Score -651169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -651183.625000 Penalty: 2790.198486
	Iteration 24Q: 3 clusters Score -651183.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -651202.875000 Penalty: 2790.198486
	Iteration 25Q: 3 clusters Score -651202.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -651221.687500 Penalty: 2790.198486
	Iteration 26Q: 3 clusters Score -651221.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -651239.875000 Penalty: 2790.198486
	Iteration 27Q: 3 clusters Score -651239.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -651256.625000 Penalty: 2790.198486
	Iteration 28Q: 3 clusters Score -651256.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -651274.000000 Penalty: 2790.198486
	Iteration 29Q: 3 clusters Score -651274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -651287.812500 Penalty: 2790.198486
	Iteration 30Q: 3 clusters Score -651287.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -651301.562500 Penalty: 2790.198486
	Iteration 31Q: 3 clusters Score -651301.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -651310.562500 Penalty: 2790.198486
	Iteration 32Q: 3 clusters Score -651310.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -651317.875000 Penalty: 2790.198486
	Iteration 33Q: 3 clusters Score -651317.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -651323.875000 Penalty: 2790.198486
	Iteration 34Q: 3 clusters Score -651323.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -651330.125000 Penalty: 2790.198486
	Iteration 35Q: 3 clusters Score -651330.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -651337.437500 Penalty: 2790.198486
	Iteration 36Q: 3 clusters Score -651337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -651341.625000 Penalty: 2790.198486
	Iteration 37Q: 3 clusters Score -651341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -651344.125000 Penalty: 2790.198486
	Iteration 38Q: 3 clusters Score -651344.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -651349.000000 Penalty: 2790.198486
	Iteration 39Q: 3 clusters Score -651349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -651353.875000 Penalty: 2790.198486
	Iteration 40F: 3 clusters Score -651353.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -651357.875000 Penalty: 2790.198486
	Iteration 41Q: 3 clusters Score -651357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -651363.875000 Penalty: 2790.198486
	Iteration 42Q: 3 clusters Score -651363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -651374.000000 Penalty: 2790.198486
	Iteration 43Q: 3 clusters Score -651374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -651382.437500 Penalty: 2790.198486
	Iteration 44Q: 3 clusters Score -651382.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -651396.062500 Penalty: 2790.198486
	Iteration 45Q: 3 clusters Score -651396.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -651407.937500 Penalty: 2790.198486
	Iteration 46Q: 3 clusters Score -651407.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -651416.875000 Penalty: 2790.198486
	Iteration 47Q: 3 clusters Score -651416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -651428.562500 Penalty: 2790.198486
	Iteration 48Q: 3 clusters Score -651428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -651445.687500 Penalty: 2790.198486
	Iteration 49Q: 3 clusters Score -651445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -651460.500000 Penalty: 2790.198486
	Iteration 50Q: 3 clusters Score -651460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -651470.375000 Penalty: 2790.198486
	Iteration 51Q: 3 clusters Score -651470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -651476.625000 Penalty: 2790.198486
	Iteration 52Q: 3 clusters Score -651476.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -651481.875000 Penalty: 2790.198486
	Iteration 53Q: 3 clusters Score -651481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -651482.750000 Penalty: 2790.198486
	Iteration 54Q: 3 clusters Score -651482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -651482.562500 Penalty: 2790.198486
	Iteration 55Q: 3 clusters Score -651482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -651485.625000 Penalty: 2790.198486
	Iteration 56Q: 3 clusters Score -651485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -651488.750000 Penalty: 2790.198486
	Iteration 57Q: 3 clusters Score -651488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -651489.125000 Penalty: 2790.198486
	Iteration 58Q: 3 clusters Score -651489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -651491.437500 Penalty: 2790.198486
	Iteration 59Q: 3 clusters Score -651491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -651496.250000 Penalty: 2790.198486
	Iteration 60F: 3 clusters Score -651496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -651497.687500 Penalty: 2790.198486
	Iteration 61Q: 3 clusters Score -651497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -651498.812500 Penalty: 2790.198486
	Iteration 62Q: 3 clusters Score -651498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -651503.875000 Penalty: 2790.198486
	Iteration 63Q: 3 clusters Score -651503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -651504.625000 Penalty: 2790.198486
	Iteration 64Q: 3 clusters Score -651504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -651509.062500 Penalty: 2790.198486
	Iteration 65Q: 3 clusters Score -651509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -651513.062500 Penalty: 2790.198486
	Iteration 66Q: 3 clusters Score -651513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -651513.562500 Penalty: 2790.198486
	Iteration 67Q: 3 clusters Score -651513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -651517.750000 Penalty: 2790.198486
	Iteration 68Q: 3 clusters Score -651517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -651523.125000 Penalty: 2790.198486
	Iteration 69Q: 3 clusters Score -651523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -651526.250000 Penalty: 2790.198486
	Iteration 70Q: 3 clusters Score -651526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -651530.000000 Penalty: 2790.198486
	Iteration 71Q: 3 clusters Score -651530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -651534.312500 Penalty: 2790.198486
	Iteration 72Q: 3 clusters Score -651534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -651536.687500 Penalty: 2790.198486
	Iteration 73Q: 3 clusters Score -651536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -651540.375000 Penalty: 2790.198486
	Iteration 74Q: 3 clusters Score -651540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -651543.750000 Penalty: 2790.198486
	Iteration 75Q: 3 clusters Score -651543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -651547.250000 Penalty: 2790.198486
	Iteration 76Q: 3 clusters Score -651547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -651548.500000 Penalty: 2790.198486
	Iteration 77Q: 3 clusters Score -651548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -651548.937500 Penalty: 2790.198486
	Iteration 78Q: 3 clusters Score -651548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -651548.937500 Penalty: 2790.198486
	Iteration 79F: 3 clusters Score -651548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Entering Unmasked Estep 
Score: -9821519.000000 Penalty: 1822.726807
	Iteration 0F: 2 clusters Score -9821519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9775047.000000 Penalty: 3645.453613
	Iteration 0F: 3 clusters Score -9775047 nChanged 35213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -9795906.000000 Penalty: 3645.453613
	Iteration 1F: 3 clusters Score -9795906 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -9798177.000000 Penalty: 3645.453613
	Iteration 2F: 3 clusters Score -9798177 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -9801822.000000 Penalty: 3645.453613
	Iteration 3F: 3 clusters Score -9801822 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9806996.000000 Penalty: 3645.453613
	Iteration 4F: 3 clusters Score -9806996 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -9812961.000000 Penalty: 3645.453613
	Iteration 5F: 3 clusters Score -9812961 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -9818132.000000 Penalty: 3645.453613
	Iteration 6F: 3 clusters Score -9818132 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -9820890.000000 Penalty: 3645.453613
	Iteration 7Q: 3 clusters Score -9820890 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -9821701.000000 Penalty: 3645.453613
	Iteration 8Q: 3 clusters Score -9821701 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -9821952.000000 Penalty: 3645.453613
	Iteration 9Q: 3 clusters Score -9821952 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -9822041.000000 Penalty: 3645.453613
	Iteration 10Q: 3 clusters Score -9822041 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -9821983.000000 Penalty: 3645.453613
	Iteration 11Q: 3 clusters Score -9821983 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -9821847.000000 Penalty: 3645.453613
	Iteration 12Q: 3 clusters Score -9821847 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -9821652.000000 Penalty: 3645.453613
	Iteration 13Q: 3 clusters Score -9821652 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -9821601.000000 Penalty: 3645.453613
	Iteration 14Q: 3 clusters Score -9821601 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -9821396.000000 Penalty: 3645.453613
	Iteration 15Q: 3 clusters Score -9821396 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -9821304.000000 Penalty: 3645.453613
	Iteration 16Q: 3 clusters Score -9821304 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -9821274.000000 Penalty: 3645.453613
	Iteration 17Q: 3 clusters Score -9821274 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -9821196.000000 Penalty: 3645.453613
	Iteration 18Q: 3 clusters Score -9821196 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9821149.000000 Penalty: 3645.453613
	Iteration 19Q: 3 clusters Score -9821149 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -9821121.000000 Penalty: 3645.453613
	Iteration 20F: 3 clusters Score -9821121 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9821086.000000 Penalty: 3645.453613
	Iteration 21Q: 3 clusters Score -9821086 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9821036.000000 Penalty: 3645.453613
	Iteration 22Q: 3 clusters Score -9821036 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9821012.000000 Penalty: 3645.453613
	Iteration 23Q: 3 clusters Score -9821012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9820955.000000 Penalty: 3645.453613
	Iteration 24Q: 3 clusters Score -9820955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9820946.000000 Penalty: 3645.453613
	Iteration 25Q: 3 clusters Score -9820946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9820909.000000 Penalty: 3645.453613
	Iteration 26Q: 3 clusters Score -9820909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9820901.000000 Penalty: 3645.453613
	Iteration 27Q: 3 clusters Score -9820901 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9820880.000000 Penalty: 3645.453613
	Iteration 28Q: 3 clusters Score -9820880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9820872.000000 Penalty: 3645.453613
	Iteration 29Q: 3 clusters Score -9820872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9820869.000000 Penalty: 3645.453613
	Iteration 30Q: 3 clusters Score -9820869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9820863.000000 Penalty: 3645.453613
	Iteration 31Q: 3 clusters Score -9820863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9820858.000000 Penalty: 3645.453613
	Iteration 32Q: 3 clusters Score -9820858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9820869.000000 Penalty: 3645.453613
	Iteration 33Q: 3 clusters Score -9820869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9820851.000000 Penalty: 3645.453613
	Iteration 34Q: 3 clusters Score -9820851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9820856.000000 Penalty: 3645.453613
	Iteration 35Q: 3 clusters Score -9820856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9820853.000000 Penalty: 3645.453613
	Iteration 36Q: 3 clusters Score -9820853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9820854.000000 Penalty: 3645.453613
	Iteration 37Q: 3 clusters Score -9820854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9820860.000000 Penalty: 3645.453613
	Iteration 38Q: 3 clusters Score -9820860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9820859.000000 Penalty: 3645.453613
	Iteration 39Q: 3 clusters Score -9820859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9820859.000000 Penalty: 3645.453613
	Iteration 40F: 3 clusters Score -9820859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9820852.000000 Penalty: 3645.453613
	Iteration 41Q: 3 clusters Score -9820852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9820851.000000 Penalty: 3645.453613
	Iteration 42Q: 3 clusters Score -9820851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9820854.000000 Penalty: 3645.453613
	Iteration 43Q: 3 clusters Score -9820854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9820854.000000 Penalty: 3645.453613
	Iteration 44F: 3 clusters Score -9820854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Entering Unmasked Estep 
Score: -651075.125000 Penalty: 1394.094116
	Iteration 0F: 2 clusters Score -651075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -646926.437500 Penalty: 2788.188232
	Iteration 0F: 3 clusters Score -646926.4 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -648355.937500 Penalty: 2788.188232
	Iteration 1F: 3 clusters Score -648355.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -648858.500000 Penalty: 2788.188232
	Iteration 2F: 3 clusters Score -648858.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -649403.625000 Penalty: 2788.188232
	Iteration 3F: 3 clusters Score -649403.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -649964.687500 Penalty: 2788.188232
	Iteration 4F: 3 clusters Score -649964.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -650319.937500 Penalty: 2788.188232
	Iteration 5F: 3 clusters Score -650319.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -650543.250000 Penalty: 2788.188232
	Iteration 6F: 3 clusters Score -650543.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -650708.500000 Penalty: 2788.188232
	Iteration 7Q: 3 clusters Score -650708.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -650909.562500 Penalty: 2788.188232
	Iteration 8Q: 3 clusters Score -650909.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -651168.875000 Penalty: 2788.188232
	Iteration 9Q: 3 clusters Score -651168.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -651531.812500 Penalty: 2788.188232
	Iteration 10Q: 3 clusters Score -651531.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -651854.375000 Penalty: 2788.188232
	Iteration 11Q: 3 clusters Score -651854.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -652044.375000 Penalty: 2788.188232
	Iteration 12Q: 3 clusters Score -652044.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -652141.750000 Penalty: 2788.188232
	Iteration 13Q: 3 clusters Score -652141.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -652185.562500 Penalty: 2788.188232
	Iteration 14Q: 3 clusters Score -652185.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -652206.250000 Penalty: 2788.188232
	Iteration 15Q: 3 clusters Score -652206.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -652219.875000 Penalty: 2788.188232
	Iteration 16Q: 3 clusters Score -652219.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -652227.562500 Penalty: 2788.188232
	Iteration 17Q: 3 clusters Score -652227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -652227.625000 Penalty: 2788.188232
	Iteration 18Q: 3 clusters Score -652227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -652231.437500 Penalty: 2788.188232
	Iteration 19Q: 3 clusters Score -652231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -652231.437500 Penalty: 2788.188232
	Iteration 20F: 3 clusters Score -652231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 67320 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 132864 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 67738 members 
Mstep: Class 26 contains 3877 members 
Entering Unmasked Estep 
Score: -127595920.000000 Penalty: 58372.937500
Splitting cluster 16 changes total score from -127565776.000000 to -127595920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (132864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132864 members 
Entering Unmasked Estep 
Score: -17499208.000000 Penalty: 1917.025635
	Iteration 0F: 2 clusters Score -1.749921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -17439384.000000 Penalty: 3834.051270
	Iteration 0F: 3 clusters Score -1.743938e+07 nChanged 63967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -17477002.000000 Penalty: 3834.051270
	Iteration 1F: 3 clusters Score -1.7477e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -17477996.000000 Penalty: 3834.051270
	Iteration 2Q: 3 clusters Score -1.7478e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -17478986.000000 Penalty: 3834.051270
	Iteration 3Q: 3 clusters Score -1.747899e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -17480332.000000 Penalty: 3834.051270
	Iteration 4Q: 3 clusters Score -1.748033e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -17482522.000000 Penalty: 3834.051270
	Iteration 5Q: 3 clusters Score -1.748252e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -17486364.000000 Penalty: 3834.051270
	Iteration 6F: 3 clusters Score -1.748636e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -17491406.000000 Penalty: 3834.051270
	Iteration 7F: 3 clusters Score -1.749141e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -17496570.000000 Penalty: 3834.051270
	Iteration 8F: 3 clusters Score -1.749657e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -17501092.000000 Penalty: 3834.051270
	Iteration 9F: 3 clusters Score -1.750109e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -17504926.000000 Penalty: 3834.051270
	Iteration 10F: 3 clusters Score -1.750493e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -17507284.000000 Penalty: 3834.051270
	Iteration 11Q: 3 clusters Score -1.750728e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -17508690.000000 Penalty: 3834.051270
	Iteration 12Q: 3 clusters Score -1.750869e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -17509102.000000 Penalty: 3834.051270
	Iteration 13Q: 3 clusters Score -1.75091e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -17509126.000000 Penalty: 3834.051270
	Iteration 14Q: 3 clusters Score -1.750913e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -17508906.000000 Penalty: 3834.051270
	Iteration 15Q: 3 clusters Score -1.750891e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -17508812.000000 Penalty: 3834.051270
	Iteration 16Q: 3 clusters Score -1.750881e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -17508662.000000 Penalty: 3834.051270
	Iteration 17Q: 3 clusters Score -1.750866e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -17508494.000000 Penalty: 3834.051270
	Iteration 18Q: 3 clusters Score -1.750849e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -17508262.000000 Penalty: 3834.051270
	Iteration 19Q: 3 clusters Score -1.750826e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -17508160.000000 Penalty: 3834.051270
	Iteration 20F: 3 clusters Score -1.750816e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -17508166.000000 Penalty: 3834.051270
	Iteration 21Q: 3 clusters Score -1.750817e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -17508044.000000 Penalty: 3834.051270
	Iteration 22Q: 3 clusters Score -1.750804e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -17507952.000000 Penalty: 3834.051270
	Iteration 23Q: 3 clusters Score -1.750795e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92542 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -17507774.000000 Penalty: 3834.051270
	Iteration 24Q: 3 clusters Score -1.750777e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -17507712.000000 Penalty: 3834.051270
	Iteration 25Q: 3 clusters Score -1.750771e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -17507688.000000 Penalty: 3834.051270
	Iteration 26Q: 3 clusters Score -1.750769e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -17507730.000000 Penalty: 3834.051270
	Iteration 27Q: 3 clusters Score -1.750773e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -17507786.000000 Penalty: 3834.051270
	Iteration 28Q: 3 clusters Score -1.750779e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -17507724.000000 Penalty: 3834.051270
	Iteration 29Q: 3 clusters Score -1.750772e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -17507666.000000 Penalty: 3834.051270
	Iteration 30Q: 3 clusters Score -1.750767e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -17507544.000000 Penalty: 3834.051270
	Iteration 31Q: 3 clusters Score -1.750754e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -17507480.000000 Penalty: 3834.051270
	Iteration 32Q: 3 clusters Score -1.750748e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -17507516.000000 Penalty: 3834.051270
	Iteration 33Q: 3 clusters Score -1.750752e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -17507426.000000 Penalty: 3834.051270
	Iteration 34Q: 3 clusters Score -1.750743e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -17507324.000000 Penalty: 3834.051270
	Iteration 35Q: 3 clusters Score -1.750732e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -17507270.000000 Penalty: 3834.051270
	Iteration 36Q: 3 clusters Score -1.750727e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -17507304.000000 Penalty: 3834.051270
	Iteration 37Q: 3 clusters Score -1.75073e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -17507260.000000 Penalty: 3834.051270
	Iteration 38Q: 3 clusters Score -1.750726e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -17507266.000000 Penalty: 3834.051270
	Iteration 39Q: 3 clusters Score -1.750727e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -17507196.000000 Penalty: 3834.051270
	Iteration 40F: 3 clusters Score -1.75072e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -17507192.000000 Penalty: 3834.051270
	Iteration 41Q: 3 clusters Score -1.750719e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -17507144.000000 Penalty: 3834.051270
	Iteration 42Q: 3 clusters Score -1.750714e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -17507100.000000 Penalty: 3834.051270
	Iteration 43Q: 3 clusters Score -1.75071e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -17507058.000000 Penalty: 3834.051270
	Iteration 44Q: 3 clusters Score -1.750706e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -17507120.000000 Penalty: 3834.051270
	Iteration 45Q: 3 clusters Score -1.750712e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -17507138.000000 Penalty: 3834.051270
	Iteration 46Q: 3 clusters Score -1.750714e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -17507114.000000 Penalty: 3834.051270
	Iteration 47Q: 3 clusters Score -1.750711e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -17507150.000000 Penalty: 3834.051270
	Iteration 48Q: 3 clusters Score -1.750715e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -17507230.000000 Penalty: 3834.051270
	Iteration 49Q: 3 clusters Score -1.750723e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -17507288.000000 Penalty: 3834.051270
	Iteration 50Q: 3 clusters Score -1.750729e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -17507402.000000 Penalty: 3834.051270
	Iteration 51Q: 3 clusters Score -1.75074e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -17507500.000000 Penalty: 3834.051270
	Iteration 52Q: 3 clusters Score -1.75075e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -17507608.000000 Penalty: 3834.051270
	Iteration 53Q: 3 clusters Score -1.750761e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -17507684.000000 Penalty: 3834.051270
	Iteration 54Q: 3 clusters Score -1.750768e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -17507778.000000 Penalty: 3834.051270
	Iteration 55Q: 3 clusters Score -1.750778e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -17507996.000000 Penalty: 3834.051270
	Iteration 56Q: 3 clusters Score -1.7508e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -17508418.000000 Penalty: 3834.051270
	Iteration 57Q: 3 clusters Score -1.750842e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -17508826.000000 Penalty: 3834.051270
	Iteration 58Q: 3 clusters Score -1.750883e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -17509348.000000 Penalty: 3834.051270
	Iteration 59Q: 3 clusters Score -1.750935e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -17509902.000000 Penalty: 3834.051270
	Iteration 60F: 3 clusters Score -1.75099e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -17510446.000000 Penalty: 3834.051270
	Iteration 61Q: 3 clusters Score -1.751045e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -17510990.000000 Penalty: 3834.051270
	Iteration 62Q: 3 clusters Score -1.751099e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -17511596.000000 Penalty: 3834.051270
	Iteration 63Q: 3 clusters Score -1.75116e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -17512164.000000 Penalty: 3834.051270
	Iteration 64Q: 3 clusters Score -1.751216e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -17512446.000000 Penalty: 3834.051270
	Iteration 65Q: 3 clusters Score -1.751245e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -17512764.000000 Penalty: 3834.051270
	Iteration 66Q: 3 clusters Score -1.751276e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -17513158.000000 Penalty: 3834.051270
	Iteration 67Q: 3 clusters Score -1.751316e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -17513476.000000 Penalty: 3834.051270
	Iteration 68Q: 3 clusters Score -1.751348e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -17513582.000000 Penalty: 3834.051270
	Iteration 69Q: 3 clusters Score -1.751358e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -17513818.000000 Penalty: 3834.051270
	Iteration 70Q: 3 clusters Score -1.751382e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -17514172.000000 Penalty: 3834.051270
	Iteration 71Q: 3 clusters Score -1.751417e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -17514536.000000 Penalty: 3834.051270
	Iteration 72Q: 3 clusters Score -1.751454e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -17514688.000000 Penalty: 3834.051270
	Iteration 73Q: 3 clusters Score -1.751469e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -17514830.000000 Penalty: 3834.051270
	Iteration 74Q: 3 clusters Score -1.751483e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -17514898.000000 Penalty: 3834.051270
	Iteration 75Q: 3 clusters Score -1.75149e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -17514962.000000 Penalty: 3834.051270
	Iteration 76Q: 3 clusters Score -1.751496e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -17514962.000000 Penalty: 3834.051270
	Iteration 77Q: 3 clusters Score -1.751496e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -17514952.000000 Penalty: 3834.051270
	Iteration 78Q: 3 clusters Score -1.751495e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -17514888.000000 Penalty: 3834.051270
	Iteration 79Q: 3 clusters Score -1.751489e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -17514826.000000 Penalty: 3834.051270
	Iteration 80F: 3 clusters Score -1.751483e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -17514810.000000 Penalty: 3834.051270
	Iteration 81Q: 3 clusters Score -1.751481e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -17514760.000000 Penalty: 3834.051270
	Iteration 82Q: 3 clusters Score -1.751476e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -17514736.000000 Penalty: 3834.051270
	Iteration 83Q: 3 clusters Score -1.751474e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -17514664.000000 Penalty: 3834.051270
	Iteration 84Q: 3 clusters Score -1.751466e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -17514642.000000 Penalty: 3834.051270
	Iteration 85Q: 3 clusters Score -1.751464e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -17514558.000000 Penalty: 3834.051270
	Iteration 86Q: 3 clusters Score -1.751456e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -17514510.000000 Penalty: 3834.051270
	Iteration 87Q: 3 clusters Score -1.751451e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 88Q: 3 clusters Score -1.75144e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 89Q: 3 clusters Score -1.75144e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -17514434.000000 Penalty: 3834.051270
	Iteration 90Q: 3 clusters Score -1.751443e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -17514392.000000 Penalty: 3834.051270
	Iteration 91Q: 3 clusters Score -1.751439e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -17514356.000000 Penalty: 3834.051270
	Iteration 92Q: 3 clusters Score -1.751436e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -17514318.000000 Penalty: 3834.051270
	Iteration 93Q: 3 clusters Score -1.751432e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -17514364.000000 Penalty: 3834.051270
	Iteration 94Q: 3 clusters Score -1.751436e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -17514390.000000 Penalty: 3834.051270
	Iteration 95Q: 3 clusters Score -1.751439e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -17514378.000000 Penalty: 3834.051270
	Iteration 96Q: 3 clusters Score -1.751438e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -17514376.000000 Penalty: 3834.051270
	Iteration 97Q: 3 clusters Score -1.751438e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -17514388.000000 Penalty: 3834.051270
	Iteration 98Q: 3 clusters Score -1.751439e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -17514294.000000 Penalty: 3834.051270
	Iteration 99Q: 3 clusters Score -1.751429e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -17514286.000000 Penalty: 3834.051270
	Iteration 100F: 3 clusters Score -1.751429e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -17514264.000000 Penalty: 3834.051270
	Iteration 101Q: 3 clusters Score -1.751426e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -17514310.000000 Penalty: 3834.051270
	Iteration 102Q: 3 clusters Score -1.751431e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -17514352.000000 Penalty: 3834.051270
	Iteration 103Q: 3 clusters Score -1.751435e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -17514318.000000 Penalty: 3834.051270
	Iteration 104Q: 3 clusters Score -1.751432e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -17514366.000000 Penalty: 3834.051270
	Iteration 105Q: 3 clusters Score -1.751437e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -17514364.000000 Penalty: 3834.051270
	Iteration 106Q: 3 clusters Score -1.751436e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 107Q: 3 clusters Score -1.751436e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -17514410.000000 Penalty: 3834.051270
	Iteration 108Q: 3 clusters Score -1.751441e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -17514376.000000 Penalty: 3834.051270
	Iteration 109Q: 3 clusters Score -1.751438e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -17514336.000000 Penalty: 3834.051270
	Iteration 110Q: 3 clusters Score -1.751434e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 111Q: 3 clusters Score -1.751436e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 112Q: 3 clusters Score -1.751436e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -17514354.000000 Penalty: 3834.051270
	Iteration 113Q: 3 clusters Score -1.751435e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -17514322.000000 Penalty: 3834.051270
	Iteration 114Q: 3 clusters Score -1.751432e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -17514322.000000 Penalty: 3834.051270
	Iteration 115Q: 3 clusters Score -1.751432e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -17514328.000000 Penalty: 3834.051270
	Iteration 116Q: 3 clusters Score -1.751433e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -17514332.000000 Penalty: 3834.051270
	Iteration 117Q: 3 clusters Score -1.751433e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -17514348.000000 Penalty: 3834.051270
	Iteration 118Q: 3 clusters Score -1.751435e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 119Q: 3 clusters Score -1.751436e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -17514356.000000 Penalty: 3834.051270
	Iteration 120F: 3 clusters Score -1.751436e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 121Q: 3 clusters Score -1.751436e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -17514350.000000 Penalty: 3834.051270
	Iteration 122Q: 3 clusters Score -1.751435e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -17514350.000000 Penalty: 3834.051270
	Iteration 123Q: 3 clusters Score -1.751435e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -17514370.000000 Penalty: 3834.051270
	Iteration 124Q: 3 clusters Score -1.751437e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -17514426.000000 Penalty: 3834.051270
	Iteration 125Q: 3 clusters Score -1.751443e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -17514440.000000 Penalty: 3834.051270
	Iteration 126Q: 3 clusters Score -1.751444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -17514458.000000 Penalty: 3834.051270
	Iteration 127Q: 3 clusters Score -1.751446e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -17514450.000000 Penalty: 3834.051270
	Iteration 128Q: 3 clusters Score -1.751445e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -17514448.000000 Penalty: 3834.051270
	Iteration 129Q: 3 clusters Score -1.751445e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -17514438.000000 Penalty: 3834.051270
	Iteration 130Q: 3 clusters Score -1.751444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -17514412.000000 Penalty: 3834.051270
	Iteration 131Q: 3 clusters Score -1.751441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -17514420.000000 Penalty: 3834.051270
	Iteration 132Q: 3 clusters Score -1.751442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -17514410.000000 Penalty: 3834.051270
	Iteration 133Q: 3 clusters Score -1.751441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -17514410.000000 Penalty: 3834.051270
	Iteration 134Q: 3 clusters Score -1.751441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -17514386.000000 Penalty: 3834.051270
	Iteration 135Q: 3 clusters Score -1.751439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 136Q: 3 clusters Score -1.75144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -17514380.000000 Penalty: 3834.051270
	Iteration 137Q: 3 clusters Score -1.751438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 138Q: 3 clusters Score -1.751436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -17514366.000000 Penalty: 3834.051270
	Iteration 139Q: 3 clusters Score -1.751437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -17514380.000000 Penalty: 3834.051270
	Iteration 140F: 3 clusters Score -1.751438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 141Q: 3 clusters Score -1.75144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 142Q: 3 clusters Score -1.75144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -17514394.000000 Penalty: 3834.051270
	Iteration 143Q: 3 clusters Score -1.751439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -17514412.000000 Penalty: 3834.051270
	Iteration 144Q: 3 clusters Score -1.751441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -17514406.000000 Penalty: 3834.051270
	Iteration 145Q: 3 clusters Score -1.751441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -17514426.000000 Penalty: 3834.051270
	Iteration 146Q: 3 clusters Score -1.751443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -17514418.000000 Penalty: 3834.051270
	Iteration 147Q: 3 clusters Score -1.751442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -17514412.000000 Penalty: 3834.051270
	Iteration 148Q: 3 clusters Score -1.751441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -17514394.000000 Penalty: 3834.051270
	Iteration 149Q: 3 clusters Score -1.751439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -17514390.000000 Penalty: 3834.051270
	Iteration 150Q: 3 clusters Score -1.751439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -17514392.000000 Penalty: 3834.051270
	Iteration 151Q: 3 clusters Score -1.751439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -17514384.000000 Penalty: 3834.051270
	Iteration 152Q: 3 clusters Score -1.751438e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -17514380.000000 Penalty: 3834.051270
	Iteration 153Q: 3 clusters Score -1.751438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -17514390.000000 Penalty: 3834.051270
	Iteration 154Q: 3 clusters Score -1.751439e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -17514370.000000 Penalty: 3834.051270
	Iteration 155Q: 3 clusters Score -1.751437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 156Q: 3 clusters Score -1.75144e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -17514374.000000 Penalty: 3834.051270
	Iteration 157Q: 3 clusters Score -1.751437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -17514372.000000 Penalty: 3834.051270
	Iteration 158Q: 3 clusters Score -1.751437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -17514356.000000 Penalty: 3834.051270
	Iteration 159Q: 3 clusters Score -1.751436e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -17514360.000000 Penalty: 3834.051270
	Iteration 160F: 3 clusters Score -1.751436e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -17514394.000000 Penalty: 3834.051270
	Iteration 161Q: 3 clusters Score -1.751439e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 162Q: 3 clusters Score -1.75144e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -17514394.000000 Penalty: 3834.051270
	Iteration 163Q: 3 clusters Score -1.751439e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -17514374.000000 Penalty: 3834.051270
	Iteration 164Q: 3 clusters Score -1.751437e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -17514350.000000 Penalty: 3834.051270
	Iteration 165Q: 3 clusters Score -1.751435e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -17514330.000000 Penalty: 3834.051270
	Iteration 166Q: 3 clusters Score -1.751433e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -17514286.000000 Penalty: 3834.051270
	Iteration 167Q: 3 clusters Score -1.751429e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -17514238.000000 Penalty: 3834.051270
	Iteration 168Q: 3 clusters Score -1.751424e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -17514216.000000 Penalty: 3834.051270
	Iteration 169Q: 3 clusters Score -1.751422e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -17514158.000000 Penalty: 3834.051270
	Iteration 170Q: 3 clusters Score -1.751416e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -17514172.000000 Penalty: 3834.051270
	Iteration 171Q: 3 clusters Score -1.751417e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -17514148.000000 Penalty: 3834.051270
	Iteration 172Q: 3 clusters Score -1.751415e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -17514104.000000 Penalty: 3834.051270
	Iteration 173Q: 3 clusters Score -1.75141e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -17514032.000000 Penalty: 3834.051270
	Iteration 174Q: 3 clusters Score -1.751403e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -17513988.000000 Penalty: 3834.051270
	Iteration 175Q: 3 clusters Score -1.751399e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -17513952.000000 Penalty: 3834.051270
	Iteration 176Q: 3 clusters Score -1.751395e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -17513848.000000 Penalty: 3834.051270
	Iteration 177Q: 3 clusters Score -1.751385e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -17513734.000000 Penalty: 3834.051270
	Iteration 178Q: 3 clusters Score -1.751373e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -17513586.000000 Penalty: 3834.051270
	Iteration 179Q: 3 clusters Score -1.751359e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -17513556.000000 Penalty: 3834.051270
	Iteration 180F: 3 clusters Score -1.751356e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -17513450.000000 Penalty: 3834.051270
	Iteration 181Q: 3 clusters Score -1.751345e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -17513326.000000 Penalty: 3834.051270
	Iteration 182Q: 3 clusters Score -1.751333e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -17513160.000000 Penalty: 3834.051270
	Iteration 183Q: 3 clusters Score -1.751316e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -17512928.000000 Penalty: 3834.051270
	Iteration 184Q: 3 clusters Score -1.751293e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -17512736.000000 Penalty: 3834.051270
	Iteration 185Q: 3 clusters Score -1.751274e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -17512514.000000 Penalty: 3834.051270
	Iteration 186Q: 3 clusters Score -1.751251e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -17512288.000000 Penalty: 3834.051270
	Iteration 187Q: 3 clusters Score -1.751229e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -17512114.000000 Penalty: 3834.051270
	Iteration 188Q: 3 clusters Score -1.751211e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -17511852.000000 Penalty: 3834.051270
	Iteration 189Q: 3 clusters Score -1.751185e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -17511534.000000 Penalty: 3834.051270
	Iteration 190Q: 3 clusters Score -1.751153e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -17511402.000000 Penalty: 3834.051270
	Iteration 191Q: 3 clusters Score -1.75114e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -17511156.000000 Penalty: 3834.051270
	Iteration 192Q: 3 clusters Score -1.751116e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -17510940.000000 Penalty: 3834.051270
	Iteration 193Q: 3 clusters Score -1.751094e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -17510682.000000 Penalty: 3834.051270
	Iteration 194Q: 3 clusters Score -1.751068e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -17510474.000000 Penalty: 3834.051270
	Iteration 195Q: 3 clusters Score -1.751047e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -17510318.000000 Penalty: 3834.051270
	Iteration 196Q: 3 clusters Score -1.751032e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -17510164.000000 Penalty: 3834.051270
	Iteration 197Q: 3 clusters Score -1.751016e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -17510026.000000 Penalty: 3834.051270
	Iteration 198Q: 3 clusters Score -1.751003e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -17509844.000000 Penalty: 3834.051270
	Iteration 199Q: 3 clusters Score -1.750984e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -17509670.000000 Penalty: 3834.051270
	Iteration 200F: 3 clusters Score -1.750967e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -17509482.000000 Penalty: 3834.051270
	Iteration 201Q: 3 clusters Score -1.750948e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -17509392.000000 Penalty: 3834.051270
	Iteration 202Q: 3 clusters Score -1.750939e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -17509290.000000 Penalty: 3834.051270
	Iteration 203Q: 3 clusters Score -1.750929e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -17509192.000000 Penalty: 3834.051270
	Iteration 204Q: 3 clusters Score -1.750919e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -17509034.000000 Penalty: 3834.051270
	Iteration 205Q: 3 clusters Score -1.750903e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -17508934.000000 Penalty: 3834.051270
	Iteration 206Q: 3 clusters Score -1.750893e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -17508796.000000 Penalty: 3834.051270
	Iteration 207Q: 3 clusters Score -1.75088e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -17508668.000000 Penalty: 3834.051270
	Iteration 208Q: 3 clusters Score -1.750867e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -17508558.000000 Penalty: 3834.051270
	Iteration 209Q: 3 clusters Score -1.750856e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -17508512.000000 Penalty: 3834.051270
	Iteration 210Q: 3 clusters Score -1.750851e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -17508432.000000 Penalty: 3834.051270
	Iteration 211Q: 3 clusters Score -1.750843e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -17508350.000000 Penalty: 3834.051270
	Iteration 212Q: 3 clusters Score -1.750835e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -17508310.000000 Penalty: 3834.051270
	Iteration 213Q: 3 clusters Score -1.750831e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -17508228.000000 Penalty: 3834.051270
	Iteration 214Q: 3 clusters Score -1.750823e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -17508108.000000 Penalty: 3834.051270
	Iteration 215Q: 3 clusters Score -1.750811e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -17508052.000000 Penalty: 3834.051270
	Iteration 216Q: 3 clusters Score -1.750805e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -17508074.000000 Penalty: 3834.051270
	Iteration 217Q: 3 clusters Score -1.750807e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -17508016.000000 Penalty: 3834.051270
	Iteration 218Q: 3 clusters Score -1.750802e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -17507960.000000 Penalty: 3834.051270
	Iteration 219Q: 3 clusters Score -1.750796e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -17507838.000000 Penalty: 3834.051270
	Iteration 220F: 3 clusters Score -1.750784e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -17507720.000000 Penalty: 3834.051270
	Iteration 221Q: 3 clusters Score -1.750772e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -17507670.000000 Penalty: 3834.051270
	Iteration 222Q: 3 clusters Score -1.750767e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -17507592.000000 Penalty: 3834.051270
	Iteration 223Q: 3 clusters Score -1.750759e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -17507504.000000 Penalty: 3834.051270
	Iteration 224Q: 3 clusters Score -1.75075e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -17507398.000000 Penalty: 3834.051270
	Iteration 225Q: 3 clusters Score -1.75074e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -17507346.000000 Penalty: 3834.051270
	Iteration 226Q: 3 clusters Score -1.750735e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -17507274.000000 Penalty: 3834.051270
	Iteration 227Q: 3 clusters Score -1.750727e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -17507234.000000 Penalty: 3834.051270
	Iteration 228Q: 3 clusters Score -1.750723e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -17507212.000000 Penalty: 3834.051270
	Iteration 229Q: 3 clusters Score -1.750721e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -17507172.000000 Penalty: 3834.051270
	Iteration 230Q: 3 clusters Score -1.750717e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -17507228.000000 Penalty: 3834.051270
	Iteration 231Q: 3 clusters Score -1.750723e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -17507142.000000 Penalty: 3834.051270
	Iteration 232Q: 3 clusters Score -1.750714e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -17507162.000000 Penalty: 3834.051270
	Iteration 233Q: 3 clusters Score -1.750716e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -17507074.000000 Penalty: 3834.051270
	Iteration 234Q: 3 clusters Score -1.750707e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -17507090.000000 Penalty: 3834.051270
	Iteration 235Q: 3 clusters Score -1.750709e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -17507064.000000 Penalty: 3834.051270
	Iteration 236Q: 3 clusters Score -1.750706e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -17507128.000000 Penalty: 3834.051270
	Iteration 237Q: 3 clusters Score -1.750713e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -17507090.000000 Penalty: 3834.051270
	Iteration 238Q: 3 clusters Score -1.750709e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -17507208.000000 Penalty: 3834.051270
	Iteration 239Q: 3 clusters Score -1.750721e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -17507246.000000 Penalty: 3834.051270
	Iteration 240F: 3 clusters Score -1.750725e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -17507382.000000 Penalty: 3834.051270
	Iteration 241Q: 3 clusters Score -1.750738e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -17507450.000000 Penalty: 3834.051270
	Iteration 242Q: 3 clusters Score -1.750745e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -17507620.000000 Penalty: 3834.051270
	Iteration 243Q: 3 clusters Score -1.750762e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -17507728.000000 Penalty: 3834.051270
	Iteration 244Q: 3 clusters Score -1.750773e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -17507908.000000 Penalty: 3834.051270
	Iteration 245Q: 3 clusters Score -1.750791e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -17508178.000000 Penalty: 3834.051270
	Iteration 246Q: 3 clusters Score -1.750818e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -17508596.000000 Penalty: 3834.051270
	Iteration 247Q: 3 clusters Score -1.75086e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -17509066.000000 Penalty: 3834.051270
	Iteration 248Q: 3 clusters Score -1.750907e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -17509534.000000 Penalty: 3834.051270
	Iteration 249Q: 3 clusters Score -1.750953e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -17510014.000000 Penalty: 3834.051270
	Iteration 250Q: 3 clusters Score -1.751001e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -17510562.000000 Penalty: 3834.051270
	Iteration 251Q: 3 clusters Score -1.751056e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -17511028.000000 Penalty: 3834.051270
	Iteration 252Q: 3 clusters Score -1.751103e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -17511708.000000 Penalty: 3834.051270
	Iteration 253Q: 3 clusters Score -1.751171e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -17512262.000000 Penalty: 3834.051270
	Iteration 254Q: 3 clusters Score -1.751226e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -17512582.000000 Penalty: 3834.051270
	Iteration 255Q: 3 clusters Score -1.751258e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -17512860.000000 Penalty: 3834.051270
	Iteration 256Q: 3 clusters Score -1.751286e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -17513048.000000 Penalty: 3834.051270
	Iteration 257Q: 3 clusters Score -1.751305e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -17513322.000000 Penalty: 3834.051270
	Iteration 258Q: 3 clusters Score -1.751332e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -17513484.000000 Penalty: 3834.051270
	Iteration 259Q: 3 clusters Score -1.751348e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -17513990.000000 Penalty: 3834.051270
	Iteration 260F: 3 clusters Score -1.751399e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -17514290.000000 Penalty: 3834.051270
	Iteration 261Q: 3 clusters Score -1.751429e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -17514574.000000 Penalty: 3834.051270
	Iteration 262Q: 3 clusters Score -1.751457e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -17514784.000000 Penalty: 3834.051270
	Iteration 263Q: 3 clusters Score -1.751478e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -17514846.000000 Penalty: 3834.051270
	Iteration 264Q: 3 clusters Score -1.751485e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -17515006.000000 Penalty: 3834.051270
	Iteration 265Q: 3 clusters Score -1.751501e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -17515064.000000 Penalty: 3834.051270
	Iteration 266Q: 3 clusters Score -1.751506e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -17515070.000000 Penalty: 3834.051270
	Iteration 267Q: 3 clusters Score -1.751507e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -17514932.000000 Penalty: 3834.051270
	Iteration 268Q: 3 clusters Score -1.751493e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -17514918.000000 Penalty: 3834.051270
	Iteration 269Q: 3 clusters Score -1.751492e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -17514840.000000 Penalty: 3834.051270
	Iteration 270Q: 3 clusters Score -1.751484e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -17514822.000000 Penalty: 3834.051270
	Iteration 271Q: 3 clusters Score -1.751482e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -17514722.000000 Penalty: 3834.051270
	Iteration 272Q: 3 clusters Score -1.751472e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -17514694.000000 Penalty: 3834.051270
	Iteration 273Q: 3 clusters Score -1.751469e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -17514648.000000 Penalty: 3834.051270
	Iteration 274Q: 3 clusters Score -1.751465e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -17514598.000000 Penalty: 3834.051270
	Iteration 275Q: 3 clusters Score -1.75146e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -17514534.000000 Penalty: 3834.051270
	Iteration 276Q: 3 clusters Score -1.751453e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -17514494.000000 Penalty: 3834.051270
	Iteration 277Q: 3 clusters Score -1.751449e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -17514500.000000 Penalty: 3834.051270
	Iteration 278Q: 3 clusters Score -1.75145e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -17514488.000000 Penalty: 3834.051270
	Iteration 279Q: 3 clusters Score -1.751449e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -17514488.000000 Penalty: 3834.051270
	Iteration 280F: 3 clusters Score -1.751449e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -17514506.000000 Penalty: 3834.051270
	Iteration 281Q: 3 clusters Score -1.751451e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -17514484.000000 Penalty: 3834.051270
	Iteration 282Q: 3 clusters Score -1.751448e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -17514500.000000 Penalty: 3834.051270
	Iteration 283Q: 3 clusters Score -1.75145e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -17514484.000000 Penalty: 3834.051270
	Iteration 284Q: 3 clusters Score -1.751448e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -17514464.000000 Penalty: 3834.051270
	Iteration 285Q: 3 clusters Score -1.751446e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -17514496.000000 Penalty: 3834.051270
	Iteration 286Q: 3 clusters Score -1.75145e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -17514516.000000 Penalty: 3834.051270
	Iteration 287Q: 3 clusters Score -1.751452e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -17514508.000000 Penalty: 3834.051270
	Iteration 288Q: 3 clusters Score -1.751451e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -17514500.000000 Penalty: 3834.051270
	Iteration 289Q: 3 clusters Score -1.75145e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -17514498.000000 Penalty: 3834.051270
	Iteration 290Q: 3 clusters Score -1.75145e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -17514526.000000 Penalty: 3834.051270
	Iteration 291Q: 3 clusters Score -1.751453e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -17514514.000000 Penalty: 3834.051270
	Iteration 292Q: 3 clusters Score -1.751451e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -17514480.000000 Penalty: 3834.051270
	Iteration 293Q: 3 clusters Score -1.751448e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -17514484.000000 Penalty: 3834.051270
	Iteration 294Q: 3 clusters Score -1.751448e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -17514458.000000 Penalty: 3834.051270
	Iteration 295Q: 3 clusters Score -1.751446e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -17514438.000000 Penalty: 3834.051270
	Iteration 296Q: 3 clusters Score -1.751444e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -17514434.000000 Penalty: 3834.051270
	Iteration 297Q: 3 clusters Score -1.751443e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -17514454.000000 Penalty: 3834.051270
	Iteration 298Q: 3 clusters Score -1.751445e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -17514418.000000 Penalty: 3834.051270
	Iteration 299Q: 3 clusters Score -1.751442e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -17514414.000000 Penalty: 3834.051270
	Iteration 300F: 3 clusters Score -1.751441e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -17514418.000000 Penalty: 3834.051270
	Iteration 301Q: 3 clusters Score -1.751442e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -17514378.000000 Penalty: 3834.051270
	Iteration 302Q: 3 clusters Score -1.751438e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -17514386.000000 Penalty: 3834.051270
	Iteration 303Q: 3 clusters Score -1.751439e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -17514394.000000 Penalty: 3834.051270
	Iteration 304Q: 3 clusters Score -1.751439e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -17514376.000000 Penalty: 3834.051270
	Iteration 305Q: 3 clusters Score -1.751438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -17514384.000000 Penalty: 3834.051270
	Iteration 306Q: 3 clusters Score -1.751438e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -17514404.000000 Penalty: 3834.051270
	Iteration 307Q: 3 clusters Score -1.75144e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -17514414.000000 Penalty: 3834.051270
	Iteration 308Q: 3 clusters Score -1.751441e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -17514432.000000 Penalty: 3834.051270
	Iteration 309Q: 3 clusters Score -1.751443e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -17514426.000000 Penalty: 3834.051270
	Iteration 310Q: 3 clusters Score -1.751443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -17514466.000000 Penalty: 3834.051270
	Iteration 311Q: 3 clusters Score -1.751447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -17514464.000000 Penalty: 3834.051270
	Iteration 312Q: 3 clusters Score -1.751446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -17514464.000000 Penalty: 3834.051270
	Iteration 313Q: 3 clusters Score -1.751446e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -17514476.000000 Penalty: 3834.051270
	Iteration 314Q: 3 clusters Score -1.751448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -17514474.000000 Penalty: 3834.051270
	Iteration 315Q: 3 clusters Score -1.751447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -17514464.000000 Penalty: 3834.051270
	Iteration 316Q: 3 clusters Score -1.751446e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -17514460.000000 Penalty: 3834.051270
	Iteration 317Q: 3 clusters Score -1.751446e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -17514456.000000 Penalty: 3834.051270
	Iteration 318Q: 3 clusters Score -1.751446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -17514464.000000 Penalty: 3834.051270
	Iteration 319Q: 3 clusters Score -1.751446e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -17514452.000000 Penalty: 3834.051270
	Iteration 320F: 3 clusters Score -1.751445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -17514420.000000 Penalty: 3834.051270
	Iteration 321Q: 3 clusters Score -1.751442e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -17514402.000000 Penalty: 3834.051270
	Iteration 322Q: 3 clusters Score -1.75144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -17514404.000000 Penalty: 3834.051270
	Iteration 323Q: 3 clusters Score -1.75144e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -17514402.000000 Penalty: 3834.051270
	Iteration 324Q: 3 clusters Score -1.75144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -17514382.000000 Penalty: 3834.051270
	Iteration 325Q: 3 clusters Score -1.751438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -17514372.000000 Penalty: 3834.051270
	Iteration 326Q: 3 clusters Score -1.751437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -17514374.000000 Penalty: 3834.051270
	Iteration 327Q: 3 clusters Score -1.751437e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -17514358.000000 Penalty: 3834.051270
	Iteration 328Q: 3 clusters Score -1.751436e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -17514356.000000 Penalty: 3834.051270
	Iteration 329Q: 3 clusters Score -1.751436e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -17514338.000000 Penalty: 3834.051270
	Iteration 330Q: 3 clusters Score -1.751434e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -17514340.000000 Penalty: 3834.051270
	Iteration 331Q: 3 clusters Score -1.751434e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -17514336.000000 Penalty: 3834.051270
	Iteration 332Q: 3 clusters Score -1.751434e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -17514324.000000 Penalty: 3834.051270
	Iteration 333Q: 3 clusters Score -1.751432e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -17514338.000000 Penalty: 3834.051270
	Iteration 334Q: 3 clusters Score -1.751434e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -17514282.000000 Penalty: 3834.051270
	Iteration 335Q: 3 clusters Score -1.751428e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -17514254.000000 Penalty: 3834.051270
	Iteration 336Q: 3 clusters Score -1.751425e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -17514252.000000 Penalty: 3834.051270
	Iteration 337Q: 3 clusters Score -1.751425e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -17514222.000000 Penalty: 3834.051270
	Iteration 338Q: 3 clusters Score -1.751422e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -17514206.000000 Penalty: 3834.051270
	Iteration 339Q: 3 clusters Score -1.751421e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -17514178.000000 Penalty: 3834.051270
	Iteration 340F: 3 clusters Score -1.751418e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -17514166.000000 Penalty: 3834.051270
	Iteration 341Q: 3 clusters Score -1.751417e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -17514114.000000 Penalty: 3834.051270
	Iteration 342Q: 3 clusters Score -1.751411e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -17514096.000000 Penalty: 3834.051270
	Iteration 343Q: 3 clusters Score -1.75141e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -17514058.000000 Penalty: 3834.051270
	Iteration 344Q: 3 clusters Score -1.751406e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -17514008.000000 Penalty: 3834.051270
	Iteration 345Q: 3 clusters Score -1.751401e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -17513936.000000 Penalty: 3834.051270
	Iteration 346Q: 3 clusters Score -1.751394e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -17513842.000000 Penalty: 3834.051270
	Iteration 347Q: 3 clusters Score -1.751384e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -17513740.000000 Penalty: 3834.051270
	Iteration 348Q: 3 clusters Score -1.751374e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -17513606.000000 Penalty: 3834.051270
	Iteration 349Q: 3 clusters Score -1.751361e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -17513512.000000 Penalty: 3834.051270
	Iteration 350Q: 3 clusters Score -1.751351e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -17513436.000000 Penalty: 3834.051270
	Iteration 351Q: 3 clusters Score -1.751344e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -17513314.000000 Penalty: 3834.051270
	Iteration 352Q: 3 clusters Score -1.751331e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -17513164.000000 Penalty: 3834.051270
	Iteration 353Q: 3 clusters Score -1.751316e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -17512992.000000 Penalty: 3834.051270
	Iteration 354Q: 3 clusters Score -1.751299e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -17512804.000000 Penalty: 3834.051270
	Iteration 355Q: 3 clusters Score -1.75128e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -17512602.000000 Penalty: 3834.051270
	Iteration 356Q: 3 clusters Score -1.75126e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -17512370.000000 Penalty: 3834.051270
	Iteration 357Q: 3 clusters Score -1.751237e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -17512126.000000 Penalty: 3834.051270
	Iteration 358Q: 3 clusters Score -1.751213e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -17511920.000000 Penalty: 3834.051270
	Iteration 359Q: 3 clusters Score -1.751192e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -17511710.000000 Penalty: 3834.051270
	Iteration 360F: 3 clusters Score -1.751171e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -17511454.000000 Penalty: 3834.051270
	Iteration 361Q: 3 clusters Score -1.751145e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -17511316.000000 Penalty: 3834.051270
	Iteration 362Q: 3 clusters Score -1.751132e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -17511052.000000 Penalty: 3834.051270
	Iteration 363Q: 3 clusters Score -1.751105e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -17510810.000000 Penalty: 3834.051270
	Iteration 364Q: 3 clusters Score -1.751081e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -17510598.000000 Penalty: 3834.051270
	Iteration 365Q: 3 clusters Score -1.75106e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -17510426.000000 Penalty: 3834.051270
	Iteration 366Q: 3 clusters Score -1.751043e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -17510212.000000 Penalty: 3834.051270
	Iteration 367Q: 3 clusters Score -1.751021e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -17510072.000000 Penalty: 3834.051270
	Iteration 368Q: 3 clusters Score -1.751007e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -17509938.000000 Penalty: 3834.051270
	Iteration 369Q: 3 clusters Score -1.750994e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94370 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -17509770.000000 Penalty: 3834.051270
	Iteration 370Q: 3 clusters Score -1.750977e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94610 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -17509544.000000 Penalty: 3834.051270
	Iteration 371Q: 3 clusters Score -1.750954e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -17509430.000000 Penalty: 3834.051270
	Iteration 372Q: 3 clusters Score -1.750943e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -17509320.000000 Penalty: 3834.051270
	Iteration 373Q: 3 clusters Score -1.750932e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -17509240.000000 Penalty: 3834.051270
	Iteration 374Q: 3 clusters Score -1.750924e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -17509080.000000 Penalty: 3834.051270
	Iteration 375Q: 3 clusters Score -1.750908e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -17508930.000000 Penalty: 3834.051270
	Iteration 376Q: 3 clusters Score -1.750893e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -17508826.000000 Penalty: 3834.051270
	Iteration 377Q: 3 clusters Score -1.750883e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -17508662.000000 Penalty: 3834.051270
	Iteration 378Q: 3 clusters Score -1.750866e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -17508554.000000 Penalty: 3834.051270
	Iteration 379Q: 3 clusters Score -1.750855e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -17508454.000000 Penalty: 3834.051270
	Iteration 380F: 3 clusters Score -1.750845e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -17508378.000000 Penalty: 3834.051270
	Iteration 381Q: 3 clusters Score -1.750838e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -17508392.000000 Penalty: 3834.051270
	Iteration 382Q: 3 clusters Score -1.750839e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -17508270.000000 Penalty: 3834.051270
	Iteration 383Q: 3 clusters Score -1.750827e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -17508232.000000 Penalty: 3834.051270
	Iteration 384Q: 3 clusters Score -1.750823e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -17508148.000000 Penalty: 3834.051270
	Iteration 385Q: 3 clusters Score -1.750815e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -17508068.000000 Penalty: 3834.051270
	Iteration 386Q: 3 clusters Score -1.750807e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -17508042.000000 Penalty: 3834.051270
	Iteration 387Q: 3 clusters Score -1.750804e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -17507994.000000 Penalty: 3834.051270
	Iteration 388Q: 3 clusters Score -1.750799e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -17507938.000000 Penalty: 3834.051270
	Iteration 389Q: 3 clusters Score -1.750794e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -17507882.000000 Penalty: 3834.051270
	Iteration 390Q: 3 clusters Score -1.750788e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -17507756.000000 Penalty: 3834.051270
	Iteration 391Q: 3 clusters Score -1.750776e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -17507706.000000 Penalty: 3834.051270
	Iteration 392Q: 3 clusters Score -1.750771e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -17507570.000000 Penalty: 3834.051270
	Iteration 393Q: 3 clusters Score -1.750757e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -17507448.000000 Penalty: 3834.051270
	Iteration 394Q: 3 clusters Score -1.750745e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -17507416.000000 Penalty: 3834.051270
	Iteration 395Q: 3 clusters Score -1.750742e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -17507360.000000 Penalty: 3834.051270
	Iteration 396Q: 3 clusters Score -1.750736e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -17507306.000000 Penalty: 3834.051270
	Iteration 397Q: 3 clusters Score -1.750731e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -17507210.000000 Penalty: 3834.051270
	Iteration 398Q: 3 clusters Score -1.750721e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -17507250.000000 Penalty: 3834.051270
	Iteration 399Q: 3 clusters Score -1.750725e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -17507184.000000 Penalty: 3834.051270
	Iteration 400F: 3 clusters Score -1.750718e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -17507188.000000 Penalty: 3834.051270
	Iteration 401Q: 3 clusters Score -1.750719e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -17507162.000000 Penalty: 3834.051270
	Iteration 402Q: 3 clusters Score -1.750716e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -17507124.000000 Penalty: 3834.051270
	Iteration 403Q: 3 clusters Score -1.750712e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -17507078.000000 Penalty: 3834.051270
	Iteration 404Q: 3 clusters Score -1.750708e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -17507088.000000 Penalty: 3834.051270
	Iteration 405Q: 3 clusters Score -1.750709e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -17507078.000000 Penalty: 3834.051270
	Iteration 406Q: 3 clusters Score -1.750708e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -17507110.000000 Penalty: 3834.051270
	Iteration 407Q: 3 clusters Score -1.750711e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -17507140.000000 Penalty: 3834.051270
	Iteration 408Q: 3 clusters Score -1.750714e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -17507190.000000 Penalty: 3834.051270
	Iteration 409Q: 3 clusters Score -1.750719e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -17507284.000000 Penalty: 3834.051270
	Iteration 410Q: 3 clusters Score -1.750728e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -17507410.000000 Penalty: 3834.051270
	Iteration 411Q: 3 clusters Score -1.750741e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -17507482.000000 Penalty: 3834.051270
	Iteration 412Q: 3 clusters Score -1.750748e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -17507580.000000 Penalty: 3834.051270
	Iteration 413Q: 3 clusters Score -1.750758e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -17507760.000000 Penalty: 3834.051270
	Iteration 414Q: 3 clusters Score -1.750776e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -17507908.000000 Penalty: 3834.051270
	Iteration 415Q: 3 clusters Score -1.750791e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -17508204.000000 Penalty: 3834.051270
	Iteration 416Q: 3 clusters Score -1.75082e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -17508628.000000 Penalty: 3834.051270
	Iteration 417Q: 3 clusters Score -1.750863e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -17509094.000000 Penalty: 3834.051270
	Iteration 418Q: 3 clusters Score -1.750909e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -17509552.000000 Penalty: 3834.051270
	Iteration 419Q: 3 clusters Score -1.750955e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -17510028.000000 Penalty: 3834.051270
	Iteration 420F: 3 clusters Score -1.751003e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -17510618.000000 Penalty: 3834.051270
	Iteration 421Q: 3 clusters Score -1.751062e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -17511066.000000 Penalty: 3834.051270
	Iteration 422Q: 3 clusters Score -1.751107e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -17511770.000000 Penalty: 3834.051270
	Iteration 423Q: 3 clusters Score -1.751177e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -17512290.000000 Penalty: 3834.051270
	Iteration 424Q: 3 clusters Score -1.751229e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -17512642.000000 Penalty: 3834.051270
	Iteration 425Q: 3 clusters Score -1.751264e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -17512934.000000 Penalty: 3834.051270
	Iteration 426Q: 3 clusters Score -1.751293e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -17513202.000000 Penalty: 3834.051270
	Iteration 427Q: 3 clusters Score -1.75132e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -17513428.000000 Penalty: 3834.051270
	Iteration 428Q: 3 clusters Score -1.751343e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -17513650.000000 Penalty: 3834.051270
	Iteration 429Q: 3 clusters Score -1.751365e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -17513984.000000 Penalty: 3834.051270
	Iteration 430Q: 3 clusters Score -1.751398e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 431Q: 3 clusters Score -1.75144e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -17514688.000000 Penalty: 3834.051270
	Iteration 432Q: 3 clusters Score -1.751469e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -17514852.000000 Penalty: 3834.051270
	Iteration 433Q: 3 clusters Score -1.751485e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -17514948.000000 Penalty: 3834.051270
	Iteration 434Q: 3 clusters Score -1.751495e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -17515042.000000 Penalty: 3834.051270
	Iteration 435Q: 3 clusters Score -1.751504e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -17515116.000000 Penalty: 3834.051270
	Iteration 436Q: 3 clusters Score -1.751512e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -17515046.000000 Penalty: 3834.051270
	Iteration 437Q: 3 clusters Score -1.751505e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -17514972.000000 Penalty: 3834.051270
	Iteration 438Q: 3 clusters Score -1.751497e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -17514880.000000 Penalty: 3834.051270
	Iteration 439Q: 3 clusters Score -1.751488e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -17514772.000000 Penalty: 3834.051270
	Iteration 440F: 3 clusters Score -1.751477e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -17514756.000000 Penalty: 3834.051270
	Iteration 441Q: 3 clusters Score -1.751476e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -17514712.000000 Penalty: 3834.051270
	Iteration 442Q: 3 clusters Score -1.751471e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -17514670.000000 Penalty: 3834.051270
	Iteration 443Q: 3 clusters Score -1.751467e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -17514590.000000 Penalty: 3834.051270
	Iteration 444Q: 3 clusters Score -1.751459e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -17514512.000000 Penalty: 3834.051270
	Iteration 445Q: 3 clusters Score -1.751451e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -17514466.000000 Penalty: 3834.051270
	Iteration 446Q: 3 clusters Score -1.751447e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -17514408.000000 Penalty: 3834.051270
	Iteration 447Q: 3 clusters Score -1.751441e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -17514436.000000 Penalty: 3834.051270
	Iteration 448Q: 3 clusters Score -1.751444e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -17514402.000000 Penalty: 3834.051270
	Iteration 449Q: 3 clusters Score -1.75144e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -17514440.000000 Penalty: 3834.051270
	Iteration 450Q: 3 clusters Score -1.751444e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -17514444.000000 Penalty: 3834.051270
	Iteration 451Q: 3 clusters Score -1.751444e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -17514446.000000 Penalty: 3834.051270
	Iteration 452Q: 3 clusters Score -1.751445e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -17514460.000000 Penalty: 3834.051270
	Iteration 453Q: 3 clusters Score -1.751446e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -17514392.000000 Penalty: 3834.051270
	Iteration 454Q: 3 clusters Score -1.751439e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -17514362.000000 Penalty: 3834.051270
	Iteration 455Q: 3 clusters Score -1.751436e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -17514386.000000 Penalty: 3834.051270
	Iteration 456Q: 3 clusters Score -1.751439e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 457Q: 3 clusters Score -1.75144e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -17514398.000000 Penalty: 3834.051270
	Iteration 458Q: 3 clusters Score -1.75144e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -17514416.000000 Penalty: 3834.051270
	Iteration 459Q: 3 clusters Score -1.751442e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -17514404.000000 Penalty: 3834.051270
	Iteration 460F: 3 clusters Score -1.75144e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -17514434.000000 Penalty: 3834.051270
	Iteration 461Q: 3 clusters Score -1.751443e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -17514468.000000 Penalty: 3834.051270
	Iteration 462Q: 3 clusters Score -1.751447e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -17514416.000000 Penalty: 3834.051270
	Iteration 463Q: 3 clusters Score -1.751442e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -17514402.000000 Penalty: 3834.051270
	Iteration 464Q: 3 clusters Score -1.75144e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -17514396.000000 Penalty: 3834.051270
	Iteration 465Q: 3 clusters Score -1.75144e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -17514382.000000 Penalty: 3834.051270
	Iteration 466Q: 3 clusters Score -1.751438e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -17514414.000000 Penalty: 3834.051270
	Iteration 467Q: 3 clusters Score -1.751441e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -17514392.000000 Penalty: 3834.051270
	Iteration 468Q: 3 clusters Score -1.751439e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 469Q: 3 clusters Score -1.75144e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -17514408.000000 Penalty: 3834.051270
	Iteration 470Q: 3 clusters Score -1.751441e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -17514366.000000 Penalty: 3834.051270
	Iteration 471Q: 3 clusters Score -1.751437e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -17514364.000000 Penalty: 3834.051270
	Iteration 472Q: 3 clusters Score -1.751436e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -17514364.000000 Penalty: 3834.051270
	Iteration 473Q: 3 clusters Score -1.751436e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -17514356.000000 Penalty: 3834.051270
	Iteration 474Q: 3 clusters Score -1.751436e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -17514310.000000 Penalty: 3834.051270
	Iteration 475Q: 3 clusters Score -1.751431e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -17514334.000000 Penalty: 3834.051270
	Iteration 476Q: 3 clusters Score -1.751433e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -17514330.000000 Penalty: 3834.051270
	Iteration 477Q: 3 clusters Score -1.751433e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -17514354.000000 Penalty: 3834.051270
	Iteration 478Q: 3 clusters Score -1.751435e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -17514348.000000 Penalty: 3834.051270
	Iteration 479Q: 3 clusters Score -1.751435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -17514340.000000 Penalty: 3834.051270
	Iteration 480F: 3 clusters Score -1.751434e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -17514346.000000 Penalty: 3834.051270
	Iteration 481Q: 3 clusters Score -1.751435e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -17514362.000000 Penalty: 3834.051270
	Iteration 482Q: 3 clusters Score -1.751436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -17514358.000000 Penalty: 3834.051270
	Iteration 483Q: 3 clusters Score -1.751436e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -17514382.000000 Penalty: 3834.051270
	Iteration 484Q: 3 clusters Score -1.751438e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -17514386.000000 Penalty: 3834.051270
	Iteration 485Q: 3 clusters Score -1.751439e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -17514402.000000 Penalty: 3834.051270
	Iteration 486Q: 3 clusters Score -1.75144e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -17514424.000000 Penalty: 3834.051270
	Iteration 487Q: 3 clusters Score -1.751442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 488Q: 3 clusters Score -1.75144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -17514428.000000 Penalty: 3834.051270
	Iteration 489Q: 3 clusters Score -1.751443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -17514410.000000 Penalty: 3834.051270
	Iteration 490Q: 3 clusters Score -1.751441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 491Q: 3 clusters Score -1.75144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -17514402.000000 Penalty: 3834.051270
	Iteration 492Q: 3 clusters Score -1.75144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 493Q: 3 clusters Score -1.75144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -17514400.000000 Penalty: 3834.051270
	Iteration 494Q: 3 clusters Score -1.75144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -17514414.000000 Penalty: 3834.051270
	Iteration 495Q: 3 clusters Score -1.751441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -17514410.000000 Penalty: 3834.051270
	Iteration 496Q: 3 clusters Score -1.751441e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -17514420.000000 Penalty: 3834.051270
	Iteration 497Q: 3 clusters Score -1.751442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -17514408.000000 Penalty: 3834.051270
	Iteration 498Q: 3 clusters Score -1.751441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -17514406.000000 Penalty: 3834.051270
	Iteration 499Q: 3 clusters Score -1.751441e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -17514392.000000 Penalty: 3834.051270
	Iteration 500F: 3 clusters Score -1.751439e+07 nChanged 39
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 67320 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 76193 members 
Mstep: Class 18 contains 82112 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 67738 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 56671 members 
Entering Unmasked Estep 
Score: -127612296.000000 Penalty: 60618.050781
Splitting cluster 17 changes total score from -127565776.000000 to -127612296.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (82112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Entering Unmasked Estep 
Score: -10865631.000000 Penalty: 1838.823975
	Iteration 0F: 2 clusters Score -1.086563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -10820231.000000 Penalty: 3677.647949
	Iteration 0F: 3 clusters Score -1.082023e+07 nChanged 39135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -10843021.000000 Penalty: 3677.647949
	Iteration 1F: 3 clusters Score -1.084302e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -10843977.000000 Penalty: 3677.647949
	Iteration 2Q: 3 clusters Score -1.084398e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -10845586.000000 Penalty: 3677.647949
	Iteration 3Q: 3 clusters Score -1.084559e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -10848044.000000 Penalty: 3677.647949
	Iteration 4Q: 3 clusters Score -1.084804e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -10851240.000000 Penalty: 3677.647949
	Iteration 5F: 3 clusters Score -1.085124e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -10855143.000000 Penalty: 3677.647949
	Iteration 6F: 3 clusters Score -1.085514e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -10858861.000000 Penalty: 3677.647949
	Iteration 7F: 3 clusters Score -1.085886e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -10862105.000000 Penalty: 3677.647949
	Iteration 8F: 3 clusters Score -1.08621e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -10864213.000000 Penalty: 3677.647949
	Iteration 9F: 3 clusters Score -1.086421e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -10865368.000000 Penalty: 3677.647949
	Iteration 10Q: 3 clusters Score -1.086537e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -10865952.000000 Penalty: 3677.647949
	Iteration 11Q: 3 clusters Score -1.086595e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -10866368.000000 Penalty: 3677.647949
	Iteration 12Q: 3 clusters Score -1.086637e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -10866671.000000 Penalty: 3677.647949
	Iteration 13Q: 3 clusters Score -1.086667e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -10866902.000000 Penalty: 3677.647949
	Iteration 14Q: 3 clusters Score -1.08669e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -10867038.000000 Penalty: 3677.647949
	Iteration 15Q: 3 clusters Score -1.086704e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -10867257.000000 Penalty: 3677.647949
	Iteration 16Q: 3 clusters Score -1.086726e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -10867429.000000 Penalty: 3677.647949
	Iteration 17Q: 3 clusters Score -1.086743e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -10867614.000000 Penalty: 3677.647949
	Iteration 18Q: 3 clusters Score -1.086761e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -10867702.000000 Penalty: 3677.647949
	Iteration 19Q: 3 clusters Score -1.08677e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -10867756.000000 Penalty: 3677.647949
	Iteration 20F: 3 clusters Score -1.086776e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -10867787.000000 Penalty: 3677.647949
	Iteration 21Q: 3 clusters Score -1.086779e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -10867836.000000 Penalty: 3677.647949
	Iteration 22Q: 3 clusters Score -1.086784e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -10867896.000000 Penalty: 3677.647949
	Iteration 23Q: 3 clusters Score -1.08679e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -10867941.000000 Penalty: 3677.647949
	Iteration 24Q: 3 clusters Score -1.086794e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -10867941.000000 Penalty: 3677.647949
	Iteration 25Q: 3 clusters Score -1.086794e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -10867928.000000 Penalty: 3677.647949
	Iteration 26Q: 3 clusters Score -1.086793e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -10867980.000000 Penalty: 3677.647949
	Iteration 27Q: 3 clusters Score -1.086798e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -10868014.000000 Penalty: 3677.647949
	Iteration 28Q: 3 clusters Score -1.086801e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -10868027.000000 Penalty: 3677.647949
	Iteration 29Q: 3 clusters Score -1.086803e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -10868076.000000 Penalty: 3677.647949
	Iteration 30Q: 3 clusters Score -1.086808e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -10868078.000000 Penalty: 3677.647949
	Iteration 31Q: 3 clusters Score -1.086808e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -10868092.000000 Penalty: 3677.647949
	Iteration 32Q: 3 clusters Score -1.086809e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -10868117.000000 Penalty: 3677.647949
	Iteration 33Q: 3 clusters Score -1.086812e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -10868152.000000 Penalty: 3677.647949
	Iteration 34Q: 3 clusters Score -1.086815e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -10868140.000000 Penalty: 3677.647949
	Iteration 35Q: 3 clusters Score -1.086814e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -10868146.000000 Penalty: 3677.647949
	Iteration 36Q: 3 clusters Score -1.086815e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -10868148.000000 Penalty: 3677.647949
	Iteration 37Q: 3 clusters Score -1.086815e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -10868170.000000 Penalty: 3677.647949
	Iteration 38Q: 3 clusters Score -1.086817e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -10868225.000000 Penalty: 3677.647949
	Iteration 39Q: 3 clusters Score -1.086822e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -10868250.000000 Penalty: 3677.647949
	Iteration 40F: 3 clusters Score -1.086825e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -10868265.000000 Penalty: 3677.647949
	Iteration 41Q: 3 clusters Score -1.086826e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -10868300.000000 Penalty: 3677.647949
	Iteration 42Q: 3 clusters Score -1.08683e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -10868310.000000 Penalty: 3677.647949
	Iteration 43Q: 3 clusters Score -1.086831e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -10868326.000000 Penalty: 3677.647949
	Iteration 44Q: 3 clusters Score -1.086833e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -10868311.000000 Penalty: 3677.647949
	Iteration 45Q: 3 clusters Score -1.086831e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -10868351.000000 Penalty: 3677.647949
	Iteration 46Q: 3 clusters Score -1.086835e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -10868341.000000 Penalty: 3677.647949
	Iteration 47Q: 3 clusters Score -1.086834e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -10868343.000000 Penalty: 3677.647949
	Iteration 48Q: 3 clusters Score -1.086834e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -10868367.000000 Penalty: 3677.647949
	Iteration 49Q: 3 clusters Score -1.086837e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -10868382.000000 Penalty: 3677.647949
	Iteration 50Q: 3 clusters Score -1.086838e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -10868415.000000 Penalty: 3677.647949
	Iteration 51Q: 3 clusters Score -1.086842e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -10868434.000000 Penalty: 3677.647949
	Iteration 52Q: 3 clusters Score -1.086843e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -10868454.000000 Penalty: 3677.647949
	Iteration 53Q: 3 clusters Score -1.086845e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -10868444.000000 Penalty: 3677.647949
	Iteration 54Q: 3 clusters Score -1.086844e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -10868435.000000 Penalty: 3677.647949
	Iteration 55Q: 3 clusters Score -1.086844e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -10868465.000000 Penalty: 3677.647949
	Iteration 56Q: 3 clusters Score -1.086846e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -10868500.000000 Penalty: 3677.647949
	Iteration 57Q: 3 clusters Score -1.08685e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -10868529.000000 Penalty: 3677.647949
	Iteration 58Q: 3 clusters Score -1.086853e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -10868555.000000 Penalty: 3677.647949
	Iteration 59Q: 3 clusters Score -1.086856e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -10868563.000000 Penalty: 3677.647949
	Iteration 60F: 3 clusters Score -1.086856e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -10868592.000000 Penalty: 3677.647949
	Iteration 61Q: 3 clusters Score -1.086859e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -10868615.000000 Penalty: 3677.647949
	Iteration 62Q: 3 clusters Score -1.086862e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -10868605.000000 Penalty: 3677.647949
	Iteration 63Q: 3 clusters Score -1.08686e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -10868627.000000 Penalty: 3677.647949
	Iteration 64Q: 3 clusters Score -1.086863e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10868645.000000 Penalty: 3677.647949
	Iteration 65Q: 3 clusters Score -1.086864e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -10868698.000000 Penalty: 3677.647949
	Iteration 66Q: 3 clusters Score -1.08687e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -10868689.000000 Penalty: 3677.647949
	Iteration 67Q: 3 clusters Score -1.086869e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -10868707.000000 Penalty: 3677.647949
	Iteration 68Q: 3 clusters Score -1.086871e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -10868780.000000 Penalty: 3677.647949
	Iteration 69Q: 3 clusters Score -1.086878e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -10868845.000000 Penalty: 3677.647949
	Iteration 70Q: 3 clusters Score -1.086884e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -10868829.000000 Penalty: 3677.647949
	Iteration 71Q: 3 clusters Score -1.086883e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -10868821.000000 Penalty: 3677.647949
	Iteration 72Q: 3 clusters Score -1.086882e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -10868834.000000 Penalty: 3677.647949
	Iteration 73Q: 3 clusters Score -1.086883e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -10868832.000000 Penalty: 3677.647949
	Iteration 74Q: 3 clusters Score -1.086883e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -10868850.000000 Penalty: 3677.647949
	Iteration 75Q: 3 clusters Score -1.086885e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -10868871.000000 Penalty: 3677.647949
	Iteration 76Q: 3 clusters Score -1.086887e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -10868883.000000 Penalty: 3677.647949
	Iteration 77Q: 3 clusters Score -1.086888e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -10868865.000000 Penalty: 3677.647949
	Iteration 78Q: 3 clusters Score -1.086886e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -10868899.000000 Penalty: 3677.647949
	Iteration 79Q: 3 clusters Score -1.08689e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -10868917.000000 Penalty: 3677.647949
	Iteration 80F: 3 clusters Score -1.086892e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -10868897.000000 Penalty: 3677.647949
	Iteration 81Q: 3 clusters Score -1.08689e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -10868954.000000 Penalty: 3677.647949
	Iteration 82Q: 3 clusters Score -1.086895e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -10868983.000000 Penalty: 3677.647949
	Iteration 83Q: 3 clusters Score -1.086898e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -10868984.000000 Penalty: 3677.647949
	Iteration 84Q: 3 clusters Score -1.086898e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -10868967.000000 Penalty: 3677.647949
	Iteration 85Q: 3 clusters Score -1.086897e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -10868970.000000 Penalty: 3677.647949
	Iteration 86Q: 3 clusters Score -1.086897e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -10868970.000000 Penalty: 3677.647949
	Iteration 87Q: 3 clusters Score -1.086897e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -10868981.000000 Penalty: 3677.647949
	Iteration 88Q: 3 clusters Score -1.086898e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -10868968.000000 Penalty: 3677.647949
	Iteration 89Q: 3 clusters Score -1.086897e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -10868974.000000 Penalty: 3677.647949
	Iteration 90Q: 3 clusters Score -1.086897e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -10868987.000000 Penalty: 3677.647949
	Iteration 91Q: 3 clusters Score -1.086899e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -10869025.000000 Penalty: 3677.647949
	Iteration 92Q: 3 clusters Score -1.086902e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -10869025.000000 Penalty: 3677.647949
	Iteration 93Q: 3 clusters Score -1.086902e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -10869042.000000 Penalty: 3677.647949
	Iteration 94Q: 3 clusters Score -1.086904e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -10869037.000000 Penalty: 3677.647949
	Iteration 95Q: 3 clusters Score -1.086904e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -10869019.000000 Penalty: 3677.647949
	Iteration 96Q: 3 clusters Score -1.086902e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -10869005.000000 Penalty: 3677.647949
	Iteration 97Q: 3 clusters Score -1.0869e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -10868987.000000 Penalty: 3677.647949
	Iteration 98Q: 3 clusters Score -1.086899e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -10869002.000000 Penalty: 3677.647949
	Iteration 99Q: 3 clusters Score -1.0869e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -10868975.000000 Penalty: 3677.647949
	Iteration 100F: 3 clusters Score -1.086898e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -10868953.000000 Penalty: 3677.647949
	Iteration 101Q: 3 clusters Score -1.086895e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -10868948.000000 Penalty: 3677.647949
	Iteration 102Q: 3 clusters Score -1.086895e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -10868901.000000 Penalty: 3677.647949
	Iteration 103Q: 3 clusters Score -1.08689e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -10868867.000000 Penalty: 3677.647949
	Iteration 104Q: 3 clusters Score -1.086887e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -10868885.000000 Penalty: 3677.647949
	Iteration 105Q: 3 clusters Score -1.086888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -10868880.000000 Penalty: 3677.647949
	Iteration 106Q: 3 clusters Score -1.086888e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -10868854.000000 Penalty: 3677.647949
	Iteration 107Q: 3 clusters Score -1.086885e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -10868843.000000 Penalty: 3677.647949
	Iteration 108Q: 3 clusters Score -1.086884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -10868832.000000 Penalty: 3677.647949
	Iteration 109Q: 3 clusters Score -1.086883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -10868827.000000 Penalty: 3677.647949
	Iteration 110Q: 3 clusters Score -1.086883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -10868834.000000 Penalty: 3677.647949
	Iteration 111Q: 3 clusters Score -1.086883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -10868840.000000 Penalty: 3677.647949
	Iteration 112Q: 3 clusters Score -1.086884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -10868823.000000 Penalty: 3677.647949
	Iteration 113Q: 3 clusters Score -1.086882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -10868828.000000 Penalty: 3677.647949
	Iteration 114Q: 3 clusters Score -1.086883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -10868835.000000 Penalty: 3677.647949
	Iteration 115Q: 3 clusters Score -1.086884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -10868829.000000 Penalty: 3677.647949
	Iteration 116Q: 3 clusters Score -1.086883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -10868839.000000 Penalty: 3677.647949
	Iteration 117Q: 3 clusters Score -1.086884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -10868830.000000 Penalty: 3677.647949
	Iteration 118Q: 3 clusters Score -1.086883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -10868825.000000 Penalty: 3677.647949
	Iteration 119Q: 3 clusters Score -1.086882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -10868814.000000 Penalty: 3677.647949
	Iteration 120F: 3 clusters Score -1.086881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -10868816.000000 Penalty: 3677.647949
	Iteration 121Q: 3 clusters Score -1.086882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -10868806.000000 Penalty: 3677.647949
	Iteration 122Q: 3 clusters Score -1.086881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -10868801.000000 Penalty: 3677.647949
	Iteration 123Q: 3 clusters Score -1.08688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -10868808.000000 Penalty: 3677.647949
	Iteration 124Q: 3 clusters Score -1.086881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -10868810.000000 Penalty: 3677.647949
	Iteration 125Q: 3 clusters Score -1.086881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -10868801.000000 Penalty: 3677.647949
	Iteration 126Q: 3 clusters Score -1.08688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -10868796.000000 Penalty: 3677.647949
	Iteration 127Q: 3 clusters Score -1.08688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -10868774.000000 Penalty: 3677.647949
	Iteration 128Q: 3 clusters Score -1.086877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -10868776.000000 Penalty: 3677.647949
	Iteration 129Q: 3 clusters Score -1.086878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -10868779.000000 Penalty: 3677.647949
	Iteration 130Q: 3 clusters Score -1.086878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -10868784.000000 Penalty: 3677.647949
	Iteration 131Q: 3 clusters Score -1.086878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -10868785.000000 Penalty: 3677.647949
	Iteration 132Q: 3 clusters Score -1.086878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -10868786.000000 Penalty: 3677.647949
	Iteration 133Q: 3 clusters Score -1.086879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -10868785.000000 Penalty: 3677.647949
	Iteration 134Q: 3 clusters Score -1.086878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -10868792.000000 Penalty: 3677.647949
	Iteration 135Q: 3 clusters Score -1.086879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -10868792.000000 Penalty: 3677.647949
	Iteration 136Q: 3 clusters Score -1.086879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -10868789.000000 Penalty: 3677.647949
	Iteration 137Q: 3 clusters Score -1.086879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -10868790.000000 Penalty: 3677.647949
	Iteration 138Q: 3 clusters Score -1.086879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -10868792.000000 Penalty: 3677.647949
	Iteration 139Q: 3 clusters Score -1.086879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -10868795.000000 Penalty: 3677.647949
	Iteration 140F: 3 clusters Score -1.08688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -10868796.000000 Penalty: 3677.647949
	Iteration 141Q: 3 clusters Score -1.08688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -10868796.000000 Penalty: 3677.647949
	Iteration 142Q: 3 clusters Score -1.08688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -10868790.000000 Penalty: 3677.647949
	Iteration 143Q: 3 clusters Score -1.086879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -10868791.000000 Penalty: 3677.647949
	Iteration 144Q: 3 clusters Score -1.086879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -10868791.000000 Penalty: 3677.647949
	Iteration 145F: 3 clusters Score -1.086879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 67320 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 76193 members 
Mstep: Class 18 contains 18271 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 124250 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 67738 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 63841 members 
Entering Unmasked Estep 
Score: -127614656.000000 Penalty: 62863.164062
Splitting cluster 18 changes total score from -127565776.000000 to -127614656.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1810977.000000 Penalty: 1554.552124
	Iteration 0F: 2 clusters Score -1810977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1800902.500000 Penalty: 3109.104248
	Iteration 0F: 3 clusters Score -1800902 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1804437.125000 Penalty: 3109.104248
	Iteration 1F: 3 clusters Score -1804437 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1804782.500000 Penalty: 3109.104248
	Iteration 2F: 3 clusters Score -1804782 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1805140.125000 Penalty: 3109.104248
	Iteration 3F: 3 clusters Score -1805140 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1805515.750000 Penalty: 3109.104248
	Iteration 4Q: 3 clusters Score -1805516 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1806016.875000 Penalty: 3109.104248
	Iteration 5F: 3 clusters Score -1806017 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1806629.125000 Penalty: 3109.104248
	Iteration 6F: 3 clusters Score -1806629 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1807237.750000 Penalty: 3109.104248
	Iteration 7F: 3 clusters Score -1807238 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1807830.125000 Penalty: 3109.104248
	Iteration 8F: 3 clusters Score -1807830 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1808363.000000 Penalty: 3109.104248
	Iteration 9Q: 3 clusters Score -1808363 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1808782.250000 Penalty: 3109.104248
	Iteration 10Q: 3 clusters Score -1808782 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1809091.375000 Penalty: 3109.104248
	Iteration 11Q: 3 clusters Score -1809091 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1809323.250000 Penalty: 3109.104248
	Iteration 12Q: 3 clusters Score -1809323 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1809505.000000 Penalty: 3109.104248
	Iteration 13Q: 3 clusters Score -1809505 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1809648.375000 Penalty: 3109.104248
	Iteration 14Q: 3 clusters Score -1809648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1809756.625000 Penalty: 3109.104248
	Iteration 15Q: 3 clusters Score -1809757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1809838.750000 Penalty: 3109.104248
	Iteration 16Q: 3 clusters Score -1809839 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1809894.750000 Penalty: 3109.104248
	Iteration 17Q: 3 clusters Score -1809895 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1809932.875000 Penalty: 3109.104248
	Iteration 18Q: 3 clusters Score -1809933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1809958.000000 Penalty: 3109.104248
	Iteration 19Q: 3 clusters Score -1809958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1809973.125000 Penalty: 3109.104248
	Iteration 20F: 3 clusters Score -1809973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1809985.250000 Penalty: 3109.104248
	Iteration 21Q: 3 clusters Score -1809985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1809995.875000 Penalty: 3109.104248
	Iteration 22Q: 3 clusters Score -1809996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1810004.500000 Penalty: 3109.104248
	Iteration 23Q: 3 clusters Score -1810004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1810011.500000 Penalty: 3109.104248
	Iteration 24Q: 3 clusters Score -1810012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1810016.375000 Penalty: 3109.104248
	Iteration 25Q: 3 clusters Score -1810016 nChanged 12
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: -1810020.000000 Penalty: 3109.104248
	Iteration 26Q: 3 clusters Score -1810020 nChanged 12
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: -1810020.000000 Penalty: 3109.104248
	Iteration 27Q: 3 clusters Score -1810020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1810024.000000 Penalty: 3109.104248
	Iteration 28Q: 3 clusters Score -1810024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1810023.125000 Penalty: 3109.104248
	Iteration 29Q: 3 clusters Score -1810023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1810026.875000 Penalty: 3109.104248
	Iteration 30Q: 3 clusters Score -1810027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1810029.375000 Penalty: 3109.104248
	Iteration 31Q: 3 clusters Score -1810029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1810032.125000 Penalty: 3109.104248
	Iteration 32Q: 3 clusters Score -1810032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1810032.625000 Penalty: 3109.104248
	Iteration 33Q: 3 clusters Score -1810033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1810032.875000 Penalty: 3109.104248
	Iteration 34Q: 3 clusters Score -1810033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1810034.375000 Penalty: 3109.104248
	Iteration 35Q: 3 clusters Score -1810034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1810039.750000 Penalty: 3109.104248
	Iteration 36Q: 3 clusters Score -1810040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1810037.875000 Penalty: 3109.104248
	Iteration 37Q: 3 clusters Score -1810038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1810037.125000 Penalty: 3109.104248
	Iteration 38Q: 3 clusters Score -1810037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1810037.125000 Penalty: 3109.104248
	Iteration 39F: 3 clusters Score -1810037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (124250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Entering Unmasked Estep 
Score: -16483359.000000 Penalty: 1906.133301
	Iteration 0F: 2 clusters Score -1.648336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -16426674.000000 Penalty: 3812.266602
	Iteration 0F: 3 clusters Score -1.642667e+07 nChanged 59778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -16461841.000000 Penalty: 3812.266602
	Iteration 1F: 3 clusters Score -1.646184e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -16463056.000000 Penalty: 3812.266602
	Iteration 2Q: 3 clusters Score -1.646306e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -16464867.000000 Penalty: 3812.266602
	Iteration 3Q: 3 clusters Score -1.646487e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -16468310.000000 Penalty: 3812.266602
	Iteration 4F: 3 clusters Score -1.646831e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -16474267.000000 Penalty: 3812.266602
	Iteration 5F: 3 clusters Score -1.647427e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -16482588.000000 Penalty: 3812.266602
	Iteration 6F: 3 clusters Score -1.648259e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -16490171.000000 Penalty: 3812.266602
	Iteration 7F: 3 clusters Score -1.649017e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -16493850.000000 Penalty: 3812.266602
	Iteration 8F: 3 clusters Score -1.649385e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -16494769.000000 Penalty: 3812.266602
	Iteration 9Q: 3 clusters Score -1.649477e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -16494572.000000 Penalty: 3812.266602
	Iteration 10Q: 3 clusters Score -1.649457e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -16494099.000000 Penalty: 3812.266602
	Iteration 11Q: 3 clusters Score -1.64941e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -16493378.000000 Penalty: 3812.266602
	Iteration 12Q: 3 clusters Score -1.649338e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -16492459.000000 Penalty: 3812.266602
	Iteration 13Q: 3 clusters Score -1.649246e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -16491722.000000 Penalty: 3812.266602
	Iteration 14Q: 3 clusters Score -1.649172e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -16490947.000000 Penalty: 3812.266602
	Iteration 15Q: 3 clusters Score -1.649095e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -16490346.000000 Penalty: 3812.266602
	Iteration 16Q: 3 clusters Score -1.649035e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -16489808.000000 Penalty: 3812.266602
	Iteration 17Q: 3 clusters Score -1.648981e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -16489344.000000 Penalty: 3812.266602
	Iteration 18Q: 3 clusters Score -1.648934e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -16488855.000000 Penalty: 3812.266602
	Iteration 19Q: 3 clusters Score -1.648886e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -16488505.000000 Penalty: 3812.266602
	Iteration 20F: 3 clusters Score -1.64885e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -16488117.000000 Penalty: 3812.266602
	Iteration 21Q: 3 clusters Score -1.648812e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -16488026.000000 Penalty: 3812.266602
	Iteration 22Q: 3 clusters Score -1.648803e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -16487991.000000 Penalty: 3812.266602
	Iteration 23Q: 3 clusters Score -1.648799e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -16488124.000000 Penalty: 3812.266602
	Iteration 24Q: 3 clusters Score -1.648812e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -16488122.000000 Penalty: 3812.266602
	Iteration 25Q: 3 clusters Score -1.648812e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -16488212.000000 Penalty: 3812.266602
	Iteration 26Q: 3 clusters Score -1.648821e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -16488250.000000 Penalty: 3812.266602
	Iteration 27Q: 3 clusters Score -1.648825e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -16488434.000000 Penalty: 3812.266602
	Iteration 28Q: 3 clusters Score -1.648843e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -16488741.000000 Penalty: 3812.266602
	Iteration 29Q: 3 clusters Score -1.648874e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -16489009.000000 Penalty: 3812.266602
	Iteration 30Q: 3 clusters Score -1.648901e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -16489224.000000 Penalty: 3812.266602
	Iteration 31Q: 3 clusters Score -1.648922e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -16489465.000000 Penalty: 3812.266602
	Iteration 32Q: 3 clusters Score -1.648946e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -16489786.000000 Penalty: 3812.266602
	Iteration 33Q: 3 clusters Score -1.648979e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -16490182.000000 Penalty: 3812.266602
	Iteration 34Q: 3 clusters Score -1.649018e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -16490557.000000 Penalty: 3812.266602
	Iteration 35Q: 3 clusters Score -1.649056e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -16490882.000000 Penalty: 3812.266602
	Iteration 36Q: 3 clusters Score -1.649088e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -16491193.000000 Penalty: 3812.266602
	Iteration 37Q: 3 clusters Score -1.649119e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -16491467.000000 Penalty: 3812.266602
	Iteration 38Q: 3 clusters Score -1.649147e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -16491852.000000 Penalty: 3812.266602
	Iteration 39Q: 3 clusters Score -1.649185e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -16492361.000000 Penalty: 3812.266602
	Iteration 40F: 3 clusters Score -1.649236e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -16492674.000000 Penalty: 3812.266602
	Iteration 41Q: 3 clusters Score -1.649267e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -16493077.000000 Penalty: 3812.266602
	Iteration 42Q: 3 clusters Score -1.649308e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -16493284.000000 Penalty: 3812.266602
	Iteration 43Q: 3 clusters Score -1.649328e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -16493464.000000 Penalty: 3812.266602
	Iteration 44Q: 3 clusters Score -1.649346e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -16493684.000000 Penalty: 3812.266602
	Iteration 45Q: 3 clusters Score -1.649368e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -16493851.000000 Penalty: 3812.266602
	Iteration 46Q: 3 clusters Score -1.649385e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -16493988.000000 Penalty: 3812.266602
	Iteration 47Q: 3 clusters Score -1.649399e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -16494040.000000 Penalty: 3812.266602
	Iteration 48Q: 3 clusters Score -1.649404e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -16494121.000000 Penalty: 3812.266602
	Iteration 49Q: 3 clusters Score -1.649412e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -16494118.000000 Penalty: 3812.266602
	Iteration 50Q: 3 clusters Score -1.649412e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -16494092.000000 Penalty: 3812.266602
	Iteration 51Q: 3 clusters Score -1.649409e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -16494137.000000 Penalty: 3812.266602
	Iteration 52Q: 3 clusters Score -1.649414e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -16494168.000000 Penalty: 3812.266602
	Iteration 53Q: 3 clusters Score -1.649417e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -16494225.000000 Penalty: 3812.266602
	Iteration 54Q: 3 clusters Score -1.649422e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -16494374.000000 Penalty: 3812.266602
	Iteration 55Q: 3 clusters Score -1.649437e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -16494444.000000 Penalty: 3812.266602
	Iteration 56Q: 3 clusters Score -1.649444e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -16494567.000000 Penalty: 3812.266602
	Iteration 57Q: 3 clusters Score -1.649457e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -16494742.000000 Penalty: 3812.266602
	Iteration 58Q: 3 clusters Score -1.649474e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -16494930.000000 Penalty: 3812.266602
	Iteration 59Q: 3 clusters Score -1.649493e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -16495171.000000 Penalty: 3812.266602
	Iteration 60F: 3 clusters Score -1.649517e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -16495363.000000 Penalty: 3812.266602
	Iteration 61Q: 3 clusters Score -1.649536e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -16495492.000000 Penalty: 3812.266602
	Iteration 62Q: 3 clusters Score -1.649549e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -16495609.000000 Penalty: 3812.266602
	Iteration 63Q: 3 clusters Score -1.649561e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -16495705.000000 Penalty: 3812.266602
	Iteration 64Q: 3 clusters Score -1.64957e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -16495571.000000 Penalty: 3812.266602
	Iteration 65Q: 3 clusters Score -1.649557e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -16495324.000000 Penalty: 3812.266602
	Iteration 66Q: 3 clusters Score -1.649532e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -16494972.000000 Penalty: 3812.266602
	Iteration 67Q: 3 clusters Score -1.649497e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -16494579.000000 Penalty: 3812.266602
	Iteration 68Q: 3 clusters Score -1.649458e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -16494212.000000 Penalty: 3812.266602
	Iteration 69Q: 3 clusters Score -1.649421e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -16493801.000000 Penalty: 3812.266602
	Iteration 70Q: 3 clusters Score -1.64938e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -16493495.000000 Penalty: 3812.266602
	Iteration 71Q: 3 clusters Score -1.64935e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -16493327.000000 Penalty: 3812.266602
	Iteration 72Q: 3 clusters Score -1.649333e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -16493362.000000 Penalty: 3812.266602
	Iteration 73Q: 3 clusters Score -1.649336e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -16493676.000000 Penalty: 3812.266602
	Iteration 74Q: 3 clusters Score -1.649368e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -16494137.000000 Penalty: 3812.266602
	Iteration 75Q: 3 clusters Score -1.649414e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -16494989.000000 Penalty: 3812.266602
	Iteration 76Q: 3 clusters Score -1.649499e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -16495772.000000 Penalty: 3812.266602
	Iteration 77Q: 3 clusters Score -1.649577e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -16496336.000000 Penalty: 3812.266602
	Iteration 78Q: 3 clusters Score -1.649634e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -16496533.000000 Penalty: 3812.266602
	Iteration 79Q: 3 clusters Score -1.649653e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -16496392.000000 Penalty: 3812.266602
	Iteration 80F: 3 clusters Score -1.649639e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -16496287.000000 Penalty: 3812.266602
	Iteration 81Q: 3 clusters Score -1.649629e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -16496011.000000 Penalty: 3812.266602
	Iteration 82Q: 3 clusters Score -1.649601e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -16495735.000000 Penalty: 3812.266602
	Iteration 83Q: 3 clusters Score -1.649574e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -16495373.000000 Penalty: 3812.266602
	Iteration 84Q: 3 clusters Score -1.649537e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -16495044.000000 Penalty: 3812.266602
	Iteration 85Q: 3 clusters Score -1.649504e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -16494831.000000 Penalty: 3812.266602
	Iteration 86Q: 3 clusters Score -1.649483e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -16494581.000000 Penalty: 3812.266602
	Iteration 87Q: 3 clusters Score -1.649458e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -16494291.000000 Penalty: 3812.266602
	Iteration 88Q: 3 clusters Score -1.649429e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -16494151.000000 Penalty: 3812.266602
	Iteration 89Q: 3 clusters Score -1.649415e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -16494008.000000 Penalty: 3812.266602
	Iteration 90Q: 3 clusters Score -1.649401e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -16493948.000000 Penalty: 3812.266602
	Iteration 91Q: 3 clusters Score -1.649395e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -16493915.000000 Penalty: 3812.266602
	Iteration 92Q: 3 clusters Score -1.649392e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -16493876.000000 Penalty: 3812.266602
	Iteration 93Q: 3 clusters Score -1.649388e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -16493838.000000 Penalty: 3812.266602
	Iteration 94Q: 3 clusters Score -1.649384e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -16493760.000000 Penalty: 3812.266602
	Iteration 95Q: 3 clusters Score -1.649376e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -16493830.000000 Penalty: 3812.266602
	Iteration 96Q: 3 clusters Score -1.649383e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -16493845.000000 Penalty: 3812.266602
	Iteration 97Q: 3 clusters Score -1.649384e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -16493903.000000 Penalty: 3812.266602
	Iteration 98Q: 3 clusters Score -1.64939e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -16493839.000000 Penalty: 3812.266602
	Iteration 99Q: 3 clusters Score -1.649384e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -16493817.000000 Penalty: 3812.266602
	Iteration 100F: 3 clusters Score -1.649382e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -16493844.000000 Penalty: 3812.266602
	Iteration 101Q: 3 clusters Score -1.649384e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -16493881.000000 Penalty: 3812.266602
	Iteration 102Q: 3 clusters Score -1.649388e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -16494022.000000 Penalty: 3812.266602
	Iteration 103Q: 3 clusters Score -1.649402e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -16494015.000000 Penalty: 3812.266602
	Iteration 104Q: 3 clusters Score -1.649402e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -16494088.000000 Penalty: 3812.266602
	Iteration 105Q: 3 clusters Score -1.649409e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -16494026.000000 Penalty: 3812.266602
	Iteration 106Q: 3 clusters Score -1.649403e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -16494072.000000 Penalty: 3812.266602
	Iteration 107Q: 3 clusters Score -1.649407e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -16494125.000000 Penalty: 3812.266602
	Iteration 108Q: 3 clusters Score -1.649412e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -16494279.000000 Penalty: 3812.266602
	Iteration 109Q: 3 clusters Score -1.649428e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -16494413.000000 Penalty: 3812.266602
	Iteration 110Q: 3 clusters Score -1.649441e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -16494557.000000 Penalty: 3812.266602
	Iteration 111Q: 3 clusters Score -1.649456e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -16494811.000000 Penalty: 3812.266602
	Iteration 112Q: 3 clusters Score -1.649481e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -16495073.000000 Penalty: 3812.266602
	Iteration 113Q: 3 clusters Score -1.649507e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -16495290.000000 Penalty: 3812.266602
	Iteration 114Q: 3 clusters Score -1.649529e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -16495439.000000 Penalty: 3812.266602
	Iteration 115Q: 3 clusters Score -1.649544e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -16495627.000000 Penalty: 3812.266602
	Iteration 116Q: 3 clusters Score -1.649563e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -16495756.000000 Penalty: 3812.266602
	Iteration 117Q: 3 clusters Score -1.649576e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -16495668.000000 Penalty: 3812.266602
	Iteration 118Q: 3 clusters Score -1.649567e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -16495346.000000 Penalty: 3812.266602
	Iteration 119Q: 3 clusters Score -1.649535e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -16494822.000000 Penalty: 3812.266602
	Iteration 120F: 3 clusters Score -1.649482e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -16494211.000000 Penalty: 3812.266602
	Iteration 121Q: 3 clusters Score -1.649421e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -16493658.000000 Penalty: 3812.266602
	Iteration 122Q: 3 clusters Score -1.649366e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -16493158.000000 Penalty: 3812.266602
	Iteration 123Q: 3 clusters Score -1.649316e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -16492489.000000 Penalty: 3812.266602
	Iteration 124Q: 3 clusters Score -1.649249e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -16492239.000000 Penalty: 3812.266602
	Iteration 125Q: 3 clusters Score -1.649224e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -16492120.000000 Penalty: 3812.266602
	Iteration 126Q: 3 clusters Score -1.649212e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -16492255.000000 Penalty: 3812.266602
	Iteration 127Q: 3 clusters Score -1.649226e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -16492672.000000 Penalty: 3812.266602
	Iteration 128Q: 3 clusters Score -1.649267e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -16493324.000000 Penalty: 3812.266602
	Iteration 129Q: 3 clusters Score -1.649332e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -16494246.000000 Penalty: 3812.266602
	Iteration 130Q: 3 clusters Score -1.649425e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -16495440.000000 Penalty: 3812.266602
	Iteration 131Q: 3 clusters Score -1.649544e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -16496265.000000 Penalty: 3812.266602
	Iteration 132Q: 3 clusters Score -1.649626e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -16496593.000000 Penalty: 3812.266602
	Iteration 133Q: 3 clusters Score -1.649659e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -16496531.000000 Penalty: 3812.266602
	Iteration 134Q: 3 clusters Score -1.649653e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -16496312.000000 Penalty: 3812.266602
	Iteration 135Q: 3 clusters Score -1.649631e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -16496183.000000 Penalty: 3812.266602
	Iteration 136Q: 3 clusters Score -1.649618e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -16495734.000000 Penalty: 3812.266602
	Iteration 137Q: 3 clusters Score -1.649573e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -16495391.000000 Penalty: 3812.266602
	Iteration 138Q: 3 clusters Score -1.649539e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -16494999.000000 Penalty: 3812.266602
	Iteration 139Q: 3 clusters Score -1.6495e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -16494622.000000 Penalty: 3812.266602
	Iteration 140F: 3 clusters Score -1.649462e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -16494345.000000 Penalty: 3812.266602
	Iteration 141Q: 3 clusters Score -1.649434e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -16494179.000000 Penalty: 3812.266602
	Iteration 142Q: 3 clusters Score -1.649418e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -16493951.000000 Penalty: 3812.266602
	Iteration 143Q: 3 clusters Score -1.649395e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -16493777.000000 Penalty: 3812.266602
	Iteration 144Q: 3 clusters Score -1.649378e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -16493643.000000 Penalty: 3812.266602
	Iteration 145Q: 3 clusters Score -1.649364e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -16493622.000000 Penalty: 3812.266602
	Iteration 146Q: 3 clusters Score -1.649362e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -16493627.000000 Penalty: 3812.266602
	Iteration 147Q: 3 clusters Score -1.649363e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -16493614.000000 Penalty: 3812.266602
	Iteration 148Q: 3 clusters Score -1.649361e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -16493577.000000 Penalty: 3812.266602
	Iteration 149Q: 3 clusters Score -1.649358e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -16493565.000000 Penalty: 3812.266602
	Iteration 150Q: 3 clusters Score -1.649356e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -16493640.000000 Penalty: 3812.266602
	Iteration 151Q: 3 clusters Score -1.649364e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -16493628.000000 Penalty: 3812.266602
	Iteration 152Q: 3 clusters Score -1.649363e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -16493634.000000 Penalty: 3812.266602
	Iteration 153Q: 3 clusters Score -1.649363e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -16493748.000000 Penalty: 3812.266602
	Iteration 154Q: 3 clusters Score -1.649375e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -16493756.000000 Penalty: 3812.266602
	Iteration 155Q: 3 clusters Score -1.649376e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -16493859.000000 Penalty: 3812.266602
	Iteration 156Q: 3 clusters Score -1.649386e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -16493937.000000 Penalty: 3812.266602
	Iteration 157Q: 3 clusters Score -1.649394e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -16494002.000000 Penalty: 3812.266602
	Iteration 158Q: 3 clusters Score -1.6494e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -16494108.000000 Penalty: 3812.266602
	Iteration 159Q: 3 clusters Score -1.649411e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -16494034.000000 Penalty: 3812.266602
	Iteration 160F: 3 clusters Score -1.649403e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -16494038.000000 Penalty: 3812.266602
	Iteration 161Q: 3 clusters Score -1.649404e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -16494109.000000 Penalty: 3812.266602
	Iteration 162Q: 3 clusters Score -1.649411e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -16494247.000000 Penalty: 3812.266602
	Iteration 163Q: 3 clusters Score -1.649425e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -16494334.000000 Penalty: 3812.266602
	Iteration 164Q: 3 clusters Score -1.649433e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -16494562.000000 Penalty: 3812.266602
	Iteration 165Q: 3 clusters Score -1.649456e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -16494788.000000 Penalty: 3812.266602
	Iteration 166Q: 3 clusters Score -1.649479e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -16495011.000000 Penalty: 3812.266602
	Iteration 167Q: 3 clusters Score -1.649501e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -16495258.000000 Penalty: 3812.266602
	Iteration 168Q: 3 clusters Score -1.649526e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -16495453.000000 Penalty: 3812.266602
	Iteration 169Q: 3 clusters Score -1.649545e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -16495584.000000 Penalty: 3812.266602
	Iteration 170Q: 3 clusters Score -1.649558e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -16495735.000000 Penalty: 3812.266602
	Iteration 171Q: 3 clusters Score -1.649574e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -16495706.000000 Penalty: 3812.266602
	Iteration 172Q: 3 clusters Score -1.649571e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -16495389.000000 Penalty: 3812.266602
	Iteration 173Q: 3 clusters Score -1.649539e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -16494881.000000 Penalty: 3812.266602
	Iteration 174Q: 3 clusters Score -1.649488e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -16494326.000000 Penalty: 3812.266602
	Iteration 175Q: 3 clusters Score -1.649433e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -16493760.000000 Penalty: 3812.266602
	Iteration 176Q: 3 clusters Score -1.649376e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -16493263.000000 Penalty: 3812.266602
	Iteration 177Q: 3 clusters Score -1.649326e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -16492548.000000 Penalty: 3812.266602
	Iteration 178Q: 3 clusters Score -1.649255e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -16492221.000000 Penalty: 3812.266602
	Iteration 179Q: 3 clusters Score -1.649222e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -16492066.000000 Penalty: 3812.266602
	Iteration 180F: 3 clusters Score -1.649207e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -16492174.000000 Penalty: 3812.266602
	Iteration 181Q: 3 clusters Score -1.649217e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -16492537.000000 Penalty: 3812.266602
	Iteration 182Q: 3 clusters Score -1.649254e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -16493131.000000 Penalty: 3812.266602
	Iteration 183Q: 3 clusters Score -1.649313e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -16494066.000000 Penalty: 3812.266602
	Iteration 184Q: 3 clusters Score -1.649407e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -16495173.000000 Penalty: 3812.266602
	Iteration 185Q: 3 clusters Score -1.649517e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -16496090.000000 Penalty: 3812.266602
	Iteration 186Q: 3 clusters Score -1.649609e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -16496594.000000 Penalty: 3812.266602
	Iteration 187Q: 3 clusters Score -1.649659e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -16496523.000000 Penalty: 3812.266602
	Iteration 188Q: 3 clusters Score -1.649652e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -16496397.000000 Penalty: 3812.266602
	Iteration 189Q: 3 clusters Score -1.64964e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -16496234.000000 Penalty: 3812.266602
	Iteration 190Q: 3 clusters Score -1.649623e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -16495901.000000 Penalty: 3812.266602
	Iteration 191Q: 3 clusters Score -1.64959e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -16495457.000000 Penalty: 3812.266602
	Iteration 192Q: 3 clusters Score -1.649546e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -16495127.000000 Penalty: 3812.266602
	Iteration 193Q: 3 clusters Score -1.649513e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -16494774.000000 Penalty: 3812.266602
	Iteration 194Q: 3 clusters Score -1.649477e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -16494393.000000 Penalty: 3812.266602
	Iteration 195Q: 3 clusters Score -1.649439e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -16494246.000000 Penalty: 3812.266602
	Iteration 196Q: 3 clusters Score -1.649425e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -16494020.000000 Penalty: 3812.266602
	Iteration 197Q: 3 clusters Score -1.649402e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -16493806.000000 Penalty: 3812.266602
	Iteration 198Q: 3 clusters Score -1.649381e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -16493647.000000 Penalty: 3812.266602
	Iteration 199Q: 3 clusters Score -1.649365e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -16493640.000000 Penalty: 3812.266602
	Iteration 200F: 3 clusters Score -1.649364e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -16493621.000000 Penalty: 3812.266602
	Iteration 201Q: 3 clusters Score -1.649362e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -16493628.000000 Penalty: 3812.266602
	Iteration 202Q: 3 clusters Score -1.649363e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -16493523.000000 Penalty: 3812.266602
	Iteration 203Q: 3 clusters Score -1.649352e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -16493535.000000 Penalty: 3812.266602
	Iteration 204Q: 3 clusters Score -1.649354e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -16493590.000000 Penalty: 3812.266602
	Iteration 205Q: 3 clusters Score -1.649359e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -16493553.000000 Penalty: 3812.266602
	Iteration 206Q: 3 clusters Score -1.649355e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -16493649.000000 Penalty: 3812.266602
	Iteration 207Q: 3 clusters Score -1.649365e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -16493733.000000 Penalty: 3812.266602
	Iteration 208Q: 3 clusters Score -1.649373e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -16493714.000000 Penalty: 3812.266602
	Iteration 209Q: 3 clusters Score -1.649371e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -16493838.000000 Penalty: 3812.266602
	Iteration 210Q: 3 clusters Score -1.649384e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -16493935.000000 Penalty: 3812.266602
	Iteration 211Q: 3 clusters Score -1.649394e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -16493945.000000 Penalty: 3812.266602
	Iteration 212Q: 3 clusters Score -1.649394e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -16494076.000000 Penalty: 3812.266602
	Iteration 213Q: 3 clusters Score -1.649408e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -16493997.000000 Penalty: 3812.266602
	Iteration 214Q: 3 clusters Score -1.6494e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -16494037.000000 Penalty: 3812.266602
	Iteration 215Q: 3 clusters Score -1.649404e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -16494073.000000 Penalty: 3812.266602
	Iteration 216Q: 3 clusters Score -1.649407e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -16494248.000000 Penalty: 3812.266602
	Iteration 217Q: 3 clusters Score -1.649425e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -16494287.000000 Penalty: 3812.266602
	Iteration 218Q: 3 clusters Score -1.649429e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -16494545.000000 Penalty: 3812.266602
	Iteration 219Q: 3 clusters Score -1.649454e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -16494787.000000 Penalty: 3812.266602
	Iteration 220F: 3 clusters Score -1.649479e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -16494970.000000 Penalty: 3812.266602
	Iteration 221Q: 3 clusters Score -1.649497e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -16495226.000000 Penalty: 3812.266602
	Iteration 222Q: 3 clusters Score -1.649523e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -16495414.000000 Penalty: 3812.266602
	Iteration 223Q: 3 clusters Score -1.649541e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -16495566.000000 Penalty: 3812.266602
	Iteration 224Q: 3 clusters Score -1.649557e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -16495727.000000 Penalty: 3812.266602
	Iteration 225Q: 3 clusters Score -1.649573e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -16495772.000000 Penalty: 3812.266602
	Iteration 226Q: 3 clusters Score -1.649577e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -16495539.000000 Penalty: 3812.266602
	Iteration 227Q: 3 clusters Score -1.649554e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -16495091.000000 Penalty: 3812.266602
	Iteration 228Q: 3 clusters Score -1.649509e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -16494606.000000 Penalty: 3812.266602
	Iteration 229Q: 3 clusters Score -1.649461e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -16494031.000000 Penalty: 3812.266602
	Iteration 230Q: 3 clusters Score -1.649403e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -16493479.000000 Penalty: 3812.266602
	Iteration 231Q: 3 clusters Score -1.649348e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -16492895.000000 Penalty: 3812.266602
	Iteration 232Q: 3 clusters Score -1.64929e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -16492452.000000 Penalty: 3812.266602
	Iteration 233Q: 3 clusters Score -1.649245e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -16492291.000000 Penalty: 3812.266602
	Iteration 234Q: 3 clusters Score -1.649229e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -16492245.000000 Penalty: 3812.266602
	Iteration 235Q: 3 clusters Score -1.649224e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -16492587.000000 Penalty: 3812.266602
	Iteration 236Q: 3 clusters Score -1.649259e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -16493034.000000 Penalty: 3812.266602
	Iteration 237Q: 3 clusters Score -1.649303e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -16493923.000000 Penalty: 3812.266602
	Iteration 238Q: 3 clusters Score -1.649392e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -16495033.000000 Penalty: 3812.266602
	Iteration 239Q: 3 clusters Score -1.649503e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -16495942.000000 Penalty: 3812.266602
	Iteration 240F: 3 clusters Score -1.649594e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -16496537.000000 Penalty: 3812.266602
	Iteration 241Q: 3 clusters Score -1.649654e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -16496531.000000 Penalty: 3812.266602
	Iteration 242Q: 3 clusters Score -1.649653e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -16496410.000000 Penalty: 3812.266602
	Iteration 243Q: 3 clusters Score -1.649641e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -16496217.000000 Penalty: 3812.266602
	Iteration 244Q: 3 clusters Score -1.649622e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -16495983.000000 Penalty: 3812.266602
	Iteration 245Q: 3 clusters Score -1.649598e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -16495491.000000 Penalty: 3812.266602
	Iteration 246Q: 3 clusters Score -1.649549e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -16495216.000000 Penalty: 3812.266602
	Iteration 247Q: 3 clusters Score -1.649522e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -16494808.000000 Penalty: 3812.266602
	Iteration 248Q: 3 clusters Score -1.649481e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -16494496.000000 Penalty: 3812.266602
	Iteration 249Q: 3 clusters Score -1.64945e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -16494284.000000 Penalty: 3812.266602
	Iteration 250Q: 3 clusters Score -1.649428e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -16494071.000000 Penalty: 3812.266602
	Iteration 251Q: 3 clusters Score -1.649407e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -16493878.000000 Penalty: 3812.266602
	Iteration 252Q: 3 clusters Score -1.649388e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -16493757.000000 Penalty: 3812.266602
	Iteration 253Q: 3 clusters Score -1.649376e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -16493690.000000 Penalty: 3812.266602
	Iteration 254Q: 3 clusters Score -1.649369e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -16493723.000000 Penalty: 3812.266602
	Iteration 255Q: 3 clusters Score -1.649372e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -16493659.000000 Penalty: 3812.266602
	Iteration 256Q: 3 clusters Score -1.649366e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -16493612.000000 Penalty: 3812.266602
	Iteration 257Q: 3 clusters Score -1.649361e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -16493568.000000 Penalty: 3812.266602
	Iteration 258Q: 3 clusters Score -1.649357e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -16493658.000000 Penalty: 3812.266602
	Iteration 259Q: 3 clusters Score -1.649366e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -16493630.000000 Penalty: 3812.266602
	Iteration 260F: 3 clusters Score -1.649363e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -16493649.000000 Penalty: 3812.266602
	Iteration 261Q: 3 clusters Score -1.649365e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -16493706.000000 Penalty: 3812.266602
	Iteration 262Q: 3 clusters Score -1.649371e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -16493720.000000 Penalty: 3812.266602
	Iteration 263Q: 3 clusters Score -1.649372e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -16493825.000000 Penalty: 3812.266602
	Iteration 264Q: 3 clusters Score -1.649382e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -16493902.000000 Penalty: 3812.266602
	Iteration 265Q: 3 clusters Score -1.64939e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -16493971.000000 Penalty: 3812.266602
	Iteration 266Q: 3 clusters Score -1.649397e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -16494115.000000 Penalty: 3812.266602
	Iteration 267Q: 3 clusters Score -1.649412e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -16494027.000000 Penalty: 3812.266602
	Iteration 268Q: 3 clusters Score -1.649403e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -16494040.000000 Penalty: 3812.266602
	Iteration 269Q: 3 clusters Score -1.649404e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -16494090.000000 Penalty: 3812.266602
	Iteration 270Q: 3 clusters Score -1.649409e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -16494232.000000 Penalty: 3812.266602
	Iteration 271Q: 3 clusters Score -1.649423e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -16494319.000000 Penalty: 3812.266602
	Iteration 272Q: 3 clusters Score -1.649432e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -16494556.000000 Penalty: 3812.266602
	Iteration 273Q: 3 clusters Score -1.649456e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -16494754.000000 Penalty: 3812.266602
	Iteration 274Q: 3 clusters Score -1.649475e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -16494973.000000 Penalty: 3812.266602
	Iteration 275Q: 3 clusters Score -1.649497e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -16495229.000000 Penalty: 3812.266602
	Iteration 276Q: 3 clusters Score -1.649523e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -16495426.000000 Penalty: 3812.266602
	Iteration 277Q: 3 clusters Score -1.649543e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -16495580.000000 Penalty: 3812.266602
	Iteration 278Q: 3 clusters Score -1.649558e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -16495733.000000 Penalty: 3812.266602
	Iteration 279Q: 3 clusters Score -1.649573e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -16495760.000000 Penalty: 3812.266602
	Iteration 280F: 3 clusters Score -1.649576e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -16495531.000000 Penalty: 3812.266602
	Iteration 281Q: 3 clusters Score -1.649553e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -16495041.000000 Penalty: 3812.266602
	Iteration 282Q: 3 clusters Score -1.649504e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -16494579.000000 Penalty: 3812.266602
	Iteration 283Q: 3 clusters Score -1.649458e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -16494029.000000 Penalty: 3812.266602
	Iteration 284Q: 3 clusters Score -1.649403e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -16493474.000000 Penalty: 3812.266602
	Iteration 285Q: 3 clusters Score -1.649347e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -16492902.000000 Penalty: 3812.266602
	Iteration 286Q: 3 clusters Score -1.64929e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -16492480.000000 Penalty: 3812.266602
	Iteration 287Q: 3 clusters Score -1.649248e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -16492336.000000 Penalty: 3812.266602
	Iteration 288Q: 3 clusters Score -1.649234e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -16492329.000000 Penalty: 3812.266602
	Iteration 289Q: 3 clusters Score -1.649233e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -16492642.000000 Penalty: 3812.266602
	Iteration 290Q: 3 clusters Score -1.649264e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -16493092.000000 Penalty: 3812.266602
	Iteration 291Q: 3 clusters Score -1.649309e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -16494030.000000 Penalty: 3812.266602
	Iteration 292Q: 3 clusters Score -1.649403e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -16495082.000000 Penalty: 3812.266602
	Iteration 293Q: 3 clusters Score -1.649508e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -16496040.000000 Penalty: 3812.266602
	Iteration 294Q: 3 clusters Score -1.649604e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -16496541.000000 Penalty: 3812.266602
	Iteration 295Q: 3 clusters Score -1.649654e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -16496519.000000 Penalty: 3812.266602
	Iteration 296Q: 3 clusters Score -1.649652e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -16496354.000000 Penalty: 3812.266602
	Iteration 297Q: 3 clusters Score -1.649635e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -16496210.000000 Penalty: 3812.266602
	Iteration 298Q: 3 clusters Score -1.649621e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -16495971.000000 Penalty: 3812.266602
	Iteration 299Q: 3 clusters Score -1.649597e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -16495491.000000 Penalty: 3812.266602
	Iteration 300F: 3 clusters Score -1.649549e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -16495205.000000 Penalty: 3812.266602
	Iteration 301Q: 3 clusters Score -1.64952e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -16494780.000000 Penalty: 3812.266602
	Iteration 302Q: 3 clusters Score -1.649478e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -16494482.000000 Penalty: 3812.266602
	Iteration 303Q: 3 clusters Score -1.649448e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -16494274.000000 Penalty: 3812.266602
	Iteration 304Q: 3 clusters Score -1.649427e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -16494033.000000 Penalty: 3812.266602
	Iteration 305Q: 3 clusters Score -1.649403e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -16493866.000000 Penalty: 3812.266602
	Iteration 306Q: 3 clusters Score -1.649387e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -16493747.000000 Penalty: 3812.266602
	Iteration 307Q: 3 clusters Score -1.649375e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -16493698.000000 Penalty: 3812.266602
	Iteration 308Q: 3 clusters Score -1.64937e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -16493667.000000 Penalty: 3812.266602
	Iteration 309Q: 3 clusters Score -1.649367e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -16493659.000000 Penalty: 3812.266602
	Iteration 310Q: 3 clusters Score -1.649366e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -16493586.000000 Penalty: 3812.266602
	Iteration 311Q: 3 clusters Score -1.649359e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -16493562.000000 Penalty: 3812.266602
	Iteration 312Q: 3 clusters Score -1.649356e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -16493664.000000 Penalty: 3812.266602
	Iteration 313Q: 3 clusters Score -1.649366e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -16493620.000000 Penalty: 3812.266602
	Iteration 314Q: 3 clusters Score -1.649362e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -16493630.000000 Penalty: 3812.266602
	Iteration 315Q: 3 clusters Score -1.649363e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -16493709.000000 Penalty: 3812.266602
	Iteration 316Q: 3 clusters Score -1.649371e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -16493729.000000 Penalty: 3812.266602
	Iteration 317Q: 3 clusters Score -1.649373e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -16493847.000000 Penalty: 3812.266602
	Iteration 318Q: 3 clusters Score -1.649385e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -16493913.000000 Penalty: 3812.266602
	Iteration 319Q: 3 clusters Score -1.649391e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -16493980.000000 Penalty: 3812.266602
	Iteration 320F: 3 clusters Score -1.649398e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -16494090.000000 Penalty: 3812.266602
	Iteration 321Q: 3 clusters Score -1.649409e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -16494021.000000 Penalty: 3812.266602
	Iteration 322Q: 3 clusters Score -1.649402e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -16494046.000000 Penalty: 3812.266602
	Iteration 323Q: 3 clusters Score -1.649405e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -16494102.000000 Penalty: 3812.266602
	Iteration 324Q: 3 clusters Score -1.64941e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -16494221.000000 Penalty: 3812.266602
	Iteration 325Q: 3 clusters Score -1.649422e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -16494311.000000 Penalty: 3812.266602
	Iteration 326Q: 3 clusters Score -1.649431e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -16494524.000000 Penalty: 3812.266602
	Iteration 327Q: 3 clusters Score -1.649452e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -16494738.000000 Penalty: 3812.266602
	Iteration 328Q: 3 clusters Score -1.649474e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -16494954.000000 Penalty: 3812.266602
	Iteration 329Q: 3 clusters Score -1.649495e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -16495243.000000 Penalty: 3812.266602
	Iteration 330Q: 3 clusters Score -1.649524e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -16495426.000000 Penalty: 3812.266602
	Iteration 331Q: 3 clusters Score -1.649543e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -16495585.000000 Penalty: 3812.266602
	Iteration 332Q: 3 clusters Score -1.649558e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -16495724.000000 Penalty: 3812.266602
	Iteration 333Q: 3 clusters Score -1.649572e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -16495746.000000 Penalty: 3812.266602
	Iteration 334Q: 3 clusters Score -1.649575e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -16495452.000000 Penalty: 3812.266602
	Iteration 335Q: 3 clusters Score -1.649545e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -16494995.000000 Penalty: 3812.266602
	Iteration 336Q: 3 clusters Score -1.6495e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -16494458.000000 Penalty: 3812.266602
	Iteration 337Q: 3 clusters Score -1.649446e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -16493931.000000 Penalty: 3812.266602
	Iteration 338Q: 3 clusters Score -1.649393e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -16493334.000000 Penalty: 3812.266602
	Iteration 339Q: 3 clusters Score -1.649333e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -16492726.000000 Penalty: 3812.266602
	Iteration 340F: 3 clusters Score -1.649273e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -16492304.000000 Penalty: 3812.266602
	Iteration 341Q: 3 clusters Score -1.64923e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -16492137.000000 Penalty: 3812.266602
	Iteration 342Q: 3 clusters Score -1.649214e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -16492153.000000 Penalty: 3812.266602
	Iteration 343Q: 3 clusters Score -1.649215e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -16492515.000000 Penalty: 3812.266602
	Iteration 344Q: 3 clusters Score -1.649252e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -16493050.000000 Penalty: 3812.266602
	Iteration 345Q: 3 clusters Score -1.649305e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -16493952.000000 Penalty: 3812.266602
	Iteration 346Q: 3 clusters Score -1.649395e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -16495020.000000 Penalty: 3812.266602
	Iteration 347Q: 3 clusters Score -1.649502e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -16496023.000000 Penalty: 3812.266602
	Iteration 348Q: 3 clusters Score -1.649602e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -16496544.000000 Penalty: 3812.266602
	Iteration 349Q: 3 clusters Score -1.649654e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -16496563.000000 Penalty: 3812.266602
	Iteration 350Q: 3 clusters Score -1.649656e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -16496393.000000 Penalty: 3812.266602
	Iteration 351Q: 3 clusters Score -1.649639e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -16496220.000000 Penalty: 3812.266602
	Iteration 352Q: 3 clusters Score -1.649622e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -16495992.000000 Penalty: 3812.266602
	Iteration 353Q: 3 clusters Score -1.649599e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -16495483.000000 Penalty: 3812.266602
	Iteration 354Q: 3 clusters Score -1.649548e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -16495202.000000 Penalty: 3812.266602
	Iteration 355Q: 3 clusters Score -1.64952e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -16494813.000000 Penalty: 3812.266602
	Iteration 356Q: 3 clusters Score -1.649481e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -16494507.000000 Penalty: 3812.266602
	Iteration 357Q: 3 clusters Score -1.649451e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -16494224.000000 Penalty: 3812.266602
	Iteration 358Q: 3 clusters Score -1.649422e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -16494061.000000 Penalty: 3812.266602
	Iteration 359Q: 3 clusters Score -1.649406e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -16493861.000000 Penalty: 3812.266602
	Iteration 360F: 3 clusters Score -1.649386e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -16493706.000000 Penalty: 3812.266602
	Iteration 361Q: 3 clusters Score -1.649371e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -16493652.000000 Penalty: 3812.266602
	Iteration 362Q: 3 clusters Score -1.649365e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -16493633.000000 Penalty: 3812.266602
	Iteration 363Q: 3 clusters Score -1.649363e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -16493613.000000 Penalty: 3812.266602
	Iteration 364Q: 3 clusters Score -1.649361e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -16493527.000000 Penalty: 3812.266602
	Iteration 365Q: 3 clusters Score -1.649353e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -16493509.000000 Penalty: 3812.266602
	Iteration 366Q: 3 clusters Score -1.649351e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -16493573.000000 Penalty: 3812.266602
	Iteration 367Q: 3 clusters Score -1.649357e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -16493577.000000 Penalty: 3812.266602
	Iteration 368Q: 3 clusters Score -1.649358e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -16493607.000000 Penalty: 3812.266602
	Iteration 369Q: 3 clusters Score -1.649361e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -16493693.000000 Penalty: 3812.266602
	Iteration 370Q: 3 clusters Score -1.649369e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -16493698.000000 Penalty: 3812.266602
	Iteration 371Q: 3 clusters Score -1.64937e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -16493841.000000 Penalty: 3812.266602
	Iteration 372Q: 3 clusters Score -1.649384e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -16493903.000000 Penalty: 3812.266602
	Iteration 373Q: 3 clusters Score -1.64939e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -16493929.000000 Penalty: 3812.266602
	Iteration 374Q: 3 clusters Score -1.649393e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -16494073.000000 Penalty: 3812.266602
	Iteration 375Q: 3 clusters Score -1.649407e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -16494031.000000 Penalty: 3812.266602
	Iteration 376Q: 3 clusters Score -1.649403e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -16494043.000000 Penalty: 3812.266602
	Iteration 377Q: 3 clusters Score -1.649404e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -16494110.000000 Penalty: 3812.266602
	Iteration 378Q: 3 clusters Score -1.649411e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -16494173.000000 Penalty: 3812.266602
	Iteration 379Q: 3 clusters Score -1.649417e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -16494304.000000 Penalty: 3812.266602
	Iteration 380F: 3 clusters Score -1.64943e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -16494513.000000 Penalty: 3812.266602
	Iteration 381Q: 3 clusters Score -1.649451e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -16494773.000000 Penalty: 3812.266602
	Iteration 382Q: 3 clusters Score -1.649477e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -16494912.000000 Penalty: 3812.266602
	Iteration 383Q: 3 clusters Score -1.649491e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -16495209.000000 Penalty: 3812.266602
	Iteration 384Q: 3 clusters Score -1.649521e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -16495411.000000 Penalty: 3812.266602
	Iteration 385Q: 3 clusters Score -1.649541e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -16495543.000000 Penalty: 3812.266602
	Iteration 386Q: 3 clusters Score -1.649554e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -16495749.000000 Penalty: 3812.266602
	Iteration 387Q: 3 clusters Score -1.649575e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -16495796.000000 Penalty: 3812.266602
	Iteration 388Q: 3 clusters Score -1.64958e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -16495558.000000 Penalty: 3812.266602
	Iteration 389Q: 3 clusters Score -1.649556e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -16495157.000000 Penalty: 3812.266602
	Iteration 390Q: 3 clusters Score -1.649516e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -16494680.000000 Penalty: 3812.266602
	Iteration 391Q: 3 clusters Score -1.649468e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -16494039.000000 Penalty: 3812.266602
	Iteration 392Q: 3 clusters Score -1.649404e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -16493519.000000 Penalty: 3812.266602
	Iteration 393Q: 3 clusters Score -1.649352e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -16492936.000000 Penalty: 3812.266602
	Iteration 394Q: 3 clusters Score -1.649294e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -16492384.000000 Penalty: 3812.266602
	Iteration 395Q: 3 clusters Score -1.649238e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -16492254.000000 Penalty: 3812.266602
	Iteration 396Q: 3 clusters Score -1.649225e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -16492132.000000 Penalty: 3812.266602
	Iteration 397Q: 3 clusters Score -1.649213e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -16492449.000000 Penalty: 3812.266602
	Iteration 398Q: 3 clusters Score -1.649245e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -16492903.000000 Penalty: 3812.266602
	Iteration 399Q: 3 clusters Score -1.64929e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -16493670.000000 Penalty: 3812.266602
	Iteration 400F: 3 clusters Score -1.649367e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -16494762.000000 Penalty: 3812.266602
	Iteration 401Q: 3 clusters Score -1.649476e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -16495731.000000 Penalty: 3812.266602
	Iteration 402Q: 3 clusters Score -1.649573e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -16496426.000000 Penalty: 3812.266602
	Iteration 403Q: 3 clusters Score -1.649643e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -16496534.000000 Penalty: 3812.266602
	Iteration 404Q: 3 clusters Score -1.649653e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -16496410.000000 Penalty: 3812.266602
	Iteration 405Q: 3 clusters Score -1.649641e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -16496265.000000 Penalty: 3812.266602
	Iteration 406Q: 3 clusters Score -1.649626e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -16496086.000000 Penalty: 3812.266602
	Iteration 407Q: 3 clusters Score -1.649609e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -16495555.000000 Penalty: 3812.266602
	Iteration 408Q: 3 clusters Score -1.649556e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -16495285.000000 Penalty: 3812.266602
	Iteration 409Q: 3 clusters Score -1.649528e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -16494884.000000 Penalty: 3812.266602
	Iteration 410Q: 3 clusters Score -1.649488e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -16494568.000000 Penalty: 3812.266602
	Iteration 411Q: 3 clusters Score -1.649457e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -16494340.000000 Penalty: 3812.266602
	Iteration 412Q: 3 clusters Score -1.649434e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -16494142.000000 Penalty: 3812.266602
	Iteration 413Q: 3 clusters Score -1.649414e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -16493902.000000 Penalty: 3812.266602
	Iteration 414Q: 3 clusters Score -1.64939e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -16493763.000000 Penalty: 3812.266602
	Iteration 415Q: 3 clusters Score -1.649376e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -16493664.000000 Penalty: 3812.266602
	Iteration 416Q: 3 clusters Score -1.649366e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -16493663.000000 Penalty: 3812.266602
	Iteration 417Q: 3 clusters Score -1.649366e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -16493629.000000 Penalty: 3812.266602
	Iteration 418Q: 3 clusters Score -1.649363e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -16493572.000000 Penalty: 3812.266602
	Iteration 419Q: 3 clusters Score -1.649357e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -16493533.000000 Penalty: 3812.266602
	Iteration 420F: 3 clusters Score -1.649353e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -16493594.000000 Penalty: 3812.266602
	Iteration 421Q: 3 clusters Score -1.649359e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -16493626.000000 Penalty: 3812.266602
	Iteration 422Q: 3 clusters Score -1.649363e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -16493644.000000 Penalty: 3812.266602
	Iteration 423Q: 3 clusters Score -1.649364e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -16493692.000000 Penalty: 3812.266602
	Iteration 424Q: 3 clusters Score -1.649369e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -16493756.000000 Penalty: 3812.266602
	Iteration 425Q: 3 clusters Score -1.649376e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -16493792.000000 Penalty: 3812.266602
	Iteration 426Q: 3 clusters Score -1.649379e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -16493865.000000 Penalty: 3812.266602
	Iteration 427Q: 3 clusters Score -1.649386e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -16493940.000000 Penalty: 3812.266602
	Iteration 428Q: 3 clusters Score -1.649394e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -16494063.000000 Penalty: 3812.266602
	Iteration 429Q: 3 clusters Score -1.649406e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -16494044.000000 Penalty: 3812.266602
	Iteration 430Q: 3 clusters Score -1.649404e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -16494028.000000 Penalty: 3812.266602
	Iteration 431Q: 3 clusters Score -1.649403e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -16494101.000000 Penalty: 3812.266602
	Iteration 432Q: 3 clusters Score -1.64941e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -16494174.000000 Penalty: 3812.266602
	Iteration 433Q: 3 clusters Score -1.649417e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -16494311.000000 Penalty: 3812.266602
	Iteration 434Q: 3 clusters Score -1.649431e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -16494492.000000 Penalty: 3812.266602
	Iteration 435Q: 3 clusters Score -1.649449e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -16494712.000000 Penalty: 3812.266602
	Iteration 436Q: 3 clusters Score -1.649471e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -16494884.000000 Penalty: 3812.266602
	Iteration 437Q: 3 clusters Score -1.649488e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -16495147.000000 Penalty: 3812.266602
	Iteration 438Q: 3 clusters Score -1.649515e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -16495341.000000 Penalty: 3812.266602
	Iteration 439Q: 3 clusters Score -1.649534e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -16495525.000000 Penalty: 3812.266602
	Iteration 440F: 3 clusters Score -1.649552e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -16495709.000000 Penalty: 3812.266602
	Iteration 441Q: 3 clusters Score -1.649571e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -16495779.000000 Penalty: 3812.266602
	Iteration 442Q: 3 clusters Score -1.649578e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -16495640.000000 Penalty: 3812.266602
	Iteration 443Q: 3 clusters Score -1.649564e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -16495292.000000 Penalty: 3812.266602
	Iteration 444Q: 3 clusters Score -1.649529e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -16494736.000000 Penalty: 3812.266602
	Iteration 445Q: 3 clusters Score -1.649474e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -16494147.000000 Penalty: 3812.266602
	Iteration 446Q: 3 clusters Score -1.649415e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -16493659.000000 Penalty: 3812.266602
	Iteration 447Q: 3 clusters Score -1.649366e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -16493114.000000 Penalty: 3812.266602
	Iteration 448Q: 3 clusters Score -1.649311e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -16492631.000000 Penalty: 3812.266602
	Iteration 449Q: 3 clusters Score -1.649263e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -16492408.000000 Penalty: 3812.266602
	Iteration 450Q: 3 clusters Score -1.649241e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -16492327.000000 Penalty: 3812.266602
	Iteration 451Q: 3 clusters Score -1.649233e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -16492565.000000 Penalty: 3812.266602
	Iteration 452Q: 3 clusters Score -1.649256e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -16492979.000000 Penalty: 3812.266602
	Iteration 453Q: 3 clusters Score -1.649298e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -16493756.000000 Penalty: 3812.266602
	Iteration 454Q: 3 clusters Score -1.649376e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -16494861.000000 Penalty: 3812.266602
	Iteration 455Q: 3 clusters Score -1.649486e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -16495773.000000 Penalty: 3812.266602
	Iteration 456Q: 3 clusters Score -1.649577e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -16496448.000000 Penalty: 3812.266602
	Iteration 457Q: 3 clusters Score -1.649645e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -16496551.000000 Penalty: 3812.266602
	Iteration 458Q: 3 clusters Score -1.649655e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -16496411.000000 Penalty: 3812.266602
	Iteration 459Q: 3 clusters Score -1.649641e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -16496277.000000 Penalty: 3812.266602
	Iteration 460F: 3 clusters Score -1.649628e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -16496073.000000 Penalty: 3812.266602
	Iteration 461Q: 3 clusters Score -1.649607e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -16495565.000000 Penalty: 3812.266602
	Iteration 462Q: 3 clusters Score -1.649556e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -16495300.000000 Penalty: 3812.266602
	Iteration 463Q: 3 clusters Score -1.64953e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -16494860.000000 Penalty: 3812.266602
	Iteration 464Q: 3 clusters Score -1.649486e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -16494587.000000 Penalty: 3812.266602
	Iteration 465Q: 3 clusters Score -1.649459e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -16494325.000000 Penalty: 3812.266602
	Iteration 466Q: 3 clusters Score -1.649432e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -16494119.000000 Penalty: 3812.266602
	Iteration 467Q: 3 clusters Score -1.649412e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -16493913.000000 Penalty: 3812.266602
	Iteration 468Q: 3 clusters Score -1.649391e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -16493769.000000 Penalty: 3812.266602
	Iteration 469Q: 3 clusters Score -1.649377e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -16493697.000000 Penalty: 3812.266602
	Iteration 470Q: 3 clusters Score -1.64937e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -16493691.000000 Penalty: 3812.266602
	Iteration 471Q: 3 clusters Score -1.649369e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -16493631.000000 Penalty: 3812.266602
	Iteration 472Q: 3 clusters Score -1.649363e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -16493592.000000 Penalty: 3812.266602
	Iteration 473Q: 3 clusters Score -1.649359e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -16493552.000000 Penalty: 3812.266602
	Iteration 474Q: 3 clusters Score -1.649355e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -16493646.000000 Penalty: 3812.266602
	Iteration 475Q: 3 clusters Score -1.649365e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -16493653.000000 Penalty: 3812.266602
	Iteration 476Q: 3 clusters Score -1.649365e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -16493657.000000 Penalty: 3812.266602
	Iteration 477Q: 3 clusters Score -1.649366e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -16493678.000000 Penalty: 3812.266602
	Iteration 478Q: 3 clusters Score -1.649368e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -16493697.000000 Penalty: 3812.266602
	Iteration 479Q: 3 clusters Score -1.64937e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -16493761.000000 Penalty: 3812.266602
	Iteration 480F: 3 clusters Score -1.649376e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -16493825.000000 Penalty: 3812.266602
	Iteration 481Q: 3 clusters Score -1.649382e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -16493990.000000 Penalty: 3812.266602
	Iteration 482Q: 3 clusters Score -1.649399e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -16494097.000000 Penalty: 3812.266602
	Iteration 483Q: 3 clusters Score -1.64941e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -16494018.000000 Penalty: 3812.266602
	Iteration 484Q: 3 clusters Score -1.649402e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -16493995.000000 Penalty: 3812.266602
	Iteration 485Q: 3 clusters Score -1.6494e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -16494094.000000 Penalty: 3812.266602
	Iteration 486Q: 3 clusters Score -1.649409e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -16494181.000000 Penalty: 3812.266602
	Iteration 487Q: 3 clusters Score -1.649418e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -16494342.000000 Penalty: 3812.266602
	Iteration 488Q: 3 clusters Score -1.649434e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -16494512.000000 Penalty: 3812.266602
	Iteration 489Q: 3 clusters Score -1.649451e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -16494767.000000 Penalty: 3812.266602
	Iteration 490Q: 3 clusters Score -1.649477e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -16494946.000000 Penalty: 3812.266602
	Iteration 491Q: 3 clusters Score -1.649495e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -16495241.000000 Penalty: 3812.266602
	Iteration 492Q: 3 clusters Score -1.649524e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -16495410.000000 Penalty: 3812.266602
	Iteration 493Q: 3 clusters Score -1.649541e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -16495550.000000 Penalty: 3812.266602
	Iteration 494Q: 3 clusters Score -1.649555e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -16495756.000000 Penalty: 3812.266602
	Iteration 495Q: 3 clusters Score -1.649576e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -16495767.000000 Penalty: 3812.266602
	Iteration 496Q: 3 clusters Score -1.649577e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -16495520.000000 Penalty: 3812.266602
	Iteration 497Q: 3 clusters Score -1.649552e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -16495029.000000 Penalty: 3812.266602
	Iteration 498Q: 3 clusters Score -1.649503e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -16494514.000000 Penalty: 3812.266602
	Iteration 499Q: 3 clusters Score -1.649451e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -16493986.000000 Penalty: 3812.266602
	Iteration 500F: 3 clusters Score -1.649399e+07 nChanged 1772
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 67320 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 76193 members 
Mstep: Class 18 contains 18271 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 69060 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 67738 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 56671 members 
Mstep: Class 28 contains 63841 members 
Mstep: Class 29 contains 55190 members 
Entering Unmasked Estep 
Score: -127625584.000000 Penalty: 65108.277344
Splitting cluster 20 changes total score from -127565776.000000 to -127625584.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -203205.906250 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -203205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -201262.656250 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -201262.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -201768.750000 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -201768.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -202000.093750 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -202000.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -202199.453125 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -202199.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -202371.484375 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -202371.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202495.796875 Penalty: 2439.463623
	Iteration 5Q: 3 clusters Score -202495.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -202605.156250 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -202605.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -202672.921875 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -202672.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202700.515625 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -202700.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -202716.218750 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -202716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202724.171875 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -202724.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -202731.093750 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -202731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -202735.937500 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -202735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -202743.015625 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -202743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -202749.250000 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -202749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202753.218750 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -202753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202756.031250 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -202756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -202760.062500 Penalty: 2439.463623
	Iteration 17Q: 3 clusters Score -202760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -202762.093750 Penalty: 2439.463623
	Iteration 18Q: 3 clusters Score -202762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -202764.687500 Penalty: 2439.463623
	Iteration 19Q: 3 clusters Score -202764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202767.796875 Penalty: 2439.463623
	Iteration 20F: 3 clusters Score -202767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -202768.343750 Penalty: 2439.463623
	Iteration 21Q: 3 clusters Score -202768.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -202768.343750 Penalty: 2439.463623
	Iteration 22F: 3 clusters Score -202768.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Entering Unmasked Estep 
Score: -12976732.000000 Penalty: 1869.292725
	Iteration 0F: 2 clusters Score -1.297673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -12918361.000000 Penalty: 3738.585449
	Iteration 0F: 3 clusters Score -1.291836e+07 nChanged 47598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -12946743.000000 Penalty: 3738.585449
	Iteration 1F: 3 clusters Score -1.294674e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -12948652.000000 Penalty: 3738.585449
	Iteration 2F: 3 clusters Score -1.294865e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -12951245.000000 Penalty: 3738.585449
	Iteration 3F: 3 clusters Score -1.295124e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -12955019.000000 Penalty: 3738.585449
	Iteration 4F: 3 clusters Score -1.295502e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -12959667.000000 Penalty: 3738.585449
	Iteration 5F: 3 clusters Score -1.295967e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -12964388.000000 Penalty: 3738.585449
	Iteration 6F: 3 clusters Score -1.296439e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -12968337.000000 Penalty: 3738.585449
	Iteration 7F: 3 clusters Score -1.296834e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -12971205.000000 Penalty: 3738.585449
	Iteration 8Q: 3 clusters Score -1.29712e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -12972627.000000 Penalty: 3738.585449
	Iteration 9Q: 3 clusters Score -1.297263e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -12973543.000000 Penalty: 3738.585449
	Iteration 10Q: 3 clusters Score -1.297354e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -12974031.000000 Penalty: 3738.585449
	Iteration 11Q: 3 clusters Score -1.297403e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -12974428.000000 Penalty: 3738.585449
	Iteration 12Q: 3 clusters Score -1.297443e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -12974667.000000 Penalty: 3738.585449
	Iteration 13Q: 3 clusters Score -1.297467e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -12974883.000000 Penalty: 3738.585449
	Iteration 14Q: 3 clusters Score -1.297488e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12975146.000000 Penalty: 3738.585449
	Iteration 15Q: 3 clusters Score -1.297515e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -12975344.000000 Penalty: 3738.585449
	Iteration 16Q: 3 clusters Score -1.297534e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -12975578.000000 Penalty: 3738.585449
	Iteration 17Q: 3 clusters Score -1.297558e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12975728.000000 Penalty: 3738.585449
	Iteration 18Q: 3 clusters Score -1.297573e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -12975837.000000 Penalty: 3738.585449
	Iteration 19Q: 3 clusters Score -1.297584e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -12975939.000000 Penalty: 3738.585449
	Iteration 20F: 3 clusters Score -1.297594e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -12976061.000000 Penalty: 3738.585449
	Iteration 21Q: 3 clusters Score -1.297606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -12976131.000000 Penalty: 3738.585449
	Iteration 22Q: 3 clusters Score -1.297613e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -12976149.000000 Penalty: 3738.585449
	Iteration 23Q: 3 clusters Score -1.297615e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -12976166.000000 Penalty: 3738.585449
	Iteration 24Q: 3 clusters Score -1.297617e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12976215.000000 Penalty: 3738.585449
	Iteration 25Q: 3 clusters Score -1.297622e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -12976268.000000 Penalty: 3738.585449
	Iteration 26Q: 3 clusters Score -1.297627e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -12976289.000000 Penalty: 3738.585449
	Iteration 27Q: 3 clusters Score -1.297629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -12976292.000000 Penalty: 3738.585449
	Iteration 28Q: 3 clusters Score -1.297629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -12976283.000000 Penalty: 3738.585449
	Iteration 29Q: 3 clusters Score -1.297628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -12976285.000000 Penalty: 3738.585449
	Iteration 30Q: 3 clusters Score -1.297628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -12976320.000000 Penalty: 3738.585449
	Iteration 31Q: 3 clusters Score -1.297632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -12976341.000000 Penalty: 3738.585449
	Iteration 32Q: 3 clusters Score -1.297634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -12976355.000000 Penalty: 3738.585449
	Iteration 33Q: 3 clusters Score -1.297636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -12976377.000000 Penalty: 3738.585449
	Iteration 34Q: 3 clusters Score -1.297638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -12976366.000000 Penalty: 3738.585449
	Iteration 35Q: 3 clusters Score -1.297637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -12976358.000000 Penalty: 3738.585449
	Iteration 36Q: 3 clusters Score -1.297636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -12976359.000000 Penalty: 3738.585449
	Iteration 37Q: 3 clusters Score -1.297636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -12976352.000000 Penalty: 3738.585449
	Iteration 38Q: 3 clusters Score -1.297635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -12976371.000000 Penalty: 3738.585449
	Iteration 39Q: 3 clusters Score -1.297637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -12976381.000000 Penalty: 3738.585449
	Iteration 40F: 3 clusters Score -1.297638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -12976378.000000 Penalty: 3738.585449
	Iteration 41Q: 3 clusters Score -1.297638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -12976375.000000 Penalty: 3738.585449
	Iteration 42Q: 3 clusters Score -1.297638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12976383.000000 Penalty: 3738.585449
	Iteration 43Q: 3 clusters Score -1.297638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12976394.000000 Penalty: 3738.585449
	Iteration 44Q: 3 clusters Score -1.297639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -12976385.000000 Penalty: 3738.585449
	Iteration 45Q: 3 clusters Score -1.297638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -12976383.000000 Penalty: 3738.585449
	Iteration 46Q: 3 clusters Score -1.297638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -12976393.000000 Penalty: 3738.585449
	Iteration 47Q: 3 clusters Score -1.297639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -12976388.000000 Penalty: 3738.585449
	Iteration 48Q: 3 clusters Score -1.297639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -12976394.000000 Penalty: 3738.585449
	Iteration 49Q: 3 clusters Score -1.297639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12976393.000000 Penalty: 3738.585449
	Iteration 50Q: 3 clusters Score -1.297639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -12976399.000000 Penalty: 3738.585449
	Iteration 51Q: 3 clusters Score -1.29764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -12976399.000000 Penalty: 3738.585449
	Iteration 52F: 3 clusters Score -1.29764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 67320 members 
Mstep: Class 12 contains 43520 members 
Mstep: Class 13 contains 33677 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 76193 members 
Mstep: Class 18 contains 18271 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 69060 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 99046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127658792.000000 Penalty: 65108.277344
Iteration 39Q: 30 clusters Score -1.276588e+08 nChanged 64942
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 11486 members 
Mstep: Class 6 contains 67668 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 13693 members 
Mstep: Class 9 contains 5177 members 
Mstep: Class 10 contains 111325 members 
Mstep: Class 11 contains 72903 members 
Mstep: Class 12 contains 44887 members 
Mstep: Class 13 contains 31965 members 
Mstep: Class 14 contains 5481 members 
Mstep: Class 15 contains 70638 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 76637 members 
Mstep: Class 18 contains 19363 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 80339 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 96819 members 
Mstep: Class 23 contains 3562 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 68184 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 56810 members 
Mstep: Class 28 contains 56418 members 
Mstep: Class 29 contains 52862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127668720.000000 Penalty: 65108.277344
Iteration 40F: 30 clusters Score -1.276687e+08 nChanged 51752
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 11632 members 
Mstep: Class 6 contains 66461 members 
Mstep: Class 7 contains 14759 members 
Mstep: Class 8 contains 13414 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 108087 members 
Mstep: Class 11 contains 75987 members 
Mstep: Class 12 contains 45248 members 
Mstep: Class 13 contains 30335 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 63230 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 77483 members 
Mstep: Class 18 contains 18397 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 88322 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 92082 members 
Mstep: Class 23 contains 3754 members 
Mstep: Class 24 contains 9058 members 
Mstep: Class 25 contains 69452 members 
Mstep: Class 26 contains 3638 members 
Mstep: Class 27 contains 63036 members 
Mstep: Class 28 contains 53720 members 
Mstep: Class 29 contains 54374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127669992.000000 Penalty: 65108.277344
Iteration 41F: 30 clusters Score -1.2767e+08 nChanged 42026
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 303 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 11758 members 
Mstep: Class 6 contains 65582 members 
Mstep: Class 7 contains 14644 members 
Mstep: Class 8 contains 13218 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 105673 members 
Mstep: Class 11 contains 78297 members 
Mstep: Class 12 contains 45890 members 
Mstep: Class 13 contains 29107 members 
Mstep: Class 14 contains 5567 members 
Mstep: Class 15 contains 56646 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 80368 members 
Mstep: Class 18 contains 16728 members 
Mstep: Class 19 contains 13994 members 
Mstep: Class 20 contains 93756 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 87546 members 
Mstep: Class 23 contains 3879 members 
Mstep: Class 24 contains 9197 members 
Mstep: Class 25 contains 70508 members 
Mstep: Class 26 contains 3660 members 
Mstep: Class 27 contains 68703 members 
Mstep: Class 28 contains 50886 members 
Mstep: Class 29 contains 56264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127671144.000000 Penalty: 65108.277344
Iteration 42Q: 30 clusters Score -1.276711e+08 nChanged 40493
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 277 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 11861 members 
Mstep: Class 6 contains 64987 members 
Mstep: Class 7 contains 14563 members 
Mstep: Class 8 contains 13067 members 
Mstep: Class 9 contains 5249 members 
Mstep: Class 10 contains 103578 members 
Mstep: Class 11 contains 79968 members 
Mstep: Class 12 contains 46529 members 
Mstep: Class 13 contains 28046 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 51044 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 85317 members 
Mstep: Class 18 contains 14949 members 
Mstep: Class 19 contains 13930 members 
Mstep: Class 20 contains 95312 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 82934 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 9268 members 
Mstep: Class 25 contains 71393 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 75068 members 
Mstep: Class 28 contains 48052 members 
Mstep: Class 29 contains 58603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127672784.000000 Penalty: 65108.277344
Iteration 43Q: 30 clusters Score -1.276728e+08 nChanged 40328
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 11951 members 
Mstep: Class 6 contains 64526 members 
Mstep: Class 7 contains 14466 members 
Mstep: Class 8 contains 12963 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 101855 members 
Mstep: Class 11 contains 81000 members 
Mstep: Class 12 contains 47106 members 
Mstep: Class 13 contains 27170 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 15 contains 45711 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 92431 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 13866 members 
Mstep: Class 20 contains 95078 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 78568 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 9316 members 
Mstep: Class 25 contains 72123 members 
Mstep: Class 26 contains 3699 members 
Mstep: Class 27 contains 80971 members 
Mstep: Class 28 contains 44908 members 
Mstep: Class 29 contains 61250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127673416.000000 Penalty: 65108.277344
Iteration 44Q: 30 clusters Score -1.276734e+08 nChanged 38975
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 257 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12038 members 
Mstep: Class 6 contains 64146 members 
Mstep: Class 7 contains 14360 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 10 contains 100594 members 
Mstep: Class 11 contains 81640 members 
Mstep: Class 12 contains 47818 members 
Mstep: Class 13 contains 26423 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 40805 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 100950 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 13883 members 
Mstep: Class 20 contains 94453 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 74699 members 
Mstep: Class 23 contains 4028 members 
Mstep: Class 24 contains 9362 members 
Mstep: Class 25 contains 72611 members 
Mstep: Class 26 contains 3705 members 
Mstep: Class 27 contains 84377 members 
Mstep: Class 28 contains 41787 members 
Mstep: Class 29 contains 64026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127671960.000000 Penalty: 65108.277344
Iteration 45Q: 30 clusters Score -1.27672e+08 nChanged 33973
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 254 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12114 members 
Mstep: Class 6 contains 63858 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 12793 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 99646 members 
Mstep: Class 11 contains 81954 members 
Mstep: Class 12 contains 48628 members 
Mstep: Class 13 contains 25803 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 109357 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 13921 members 
Mstep: Class 20 contains 94139 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 71921 members 
Mstep: Class 23 contains 4055 members 
Mstep: Class 24 contains 9388 members 
Mstep: Class 25 contains 72983 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 83939 members 
Mstep: Class 28 contains 39574 members 
Mstep: Class 29 contains 67205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127669744.000000 Penalty: 65108.277344
Iteration 46Q: 30 clusters Score -1.276697e+08 nChanged 29322
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 251 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 63596 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 12740 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 99125 members 
Mstep: Class 11 contains 81984 members 
Mstep: Class 12 contains 49482 members 
Mstep: Class 13 contains 25267 members 
Mstep: Class 14 contains 5700 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 117052 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 13942 members 
Mstep: Class 20 contains 94085 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 69714 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 9411 members 
Mstep: Class 25 contains 73201 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 81632 members 
Mstep: Class 28 contains 38016 members 
Mstep: Class 29 contains 70616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127667248.000000 Penalty: 65108.277344
Iteration 47Q: 30 clusters Score -1.276672e+08 nChanged 24320
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12256 members 
Mstep: Class 6 contains 63368 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 98784 members 
Mstep: Class 11 contains 81654 members 
Mstep: Class 12 contains 50521 members 
Mstep: Class 13 contains 24787 members 
Mstep: Class 14 contains 5700 members 
Mstep: Class 15 contains 30038 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 122211 members 
Mstep: Class 18 contains 7922 members 
Mstep: Class 19 contains 13943 members 
Mstep: Class 20 contains 94294 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 68162 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 9424 members 
Mstep: Class 25 contains 73340 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 79854 members 
Mstep: Class 28 contains 36725 members 
Mstep: Class 29 contains 74095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127663408.000000 Penalty: 65108.277344
Iteration 48Q: 30 clusters Score -1.276634e+08 nChanged 19934
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12319 members 
Mstep: Class 6 contains 63174 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 98821 members 
Mstep: Class 11 contains 81046 members 
Mstep: Class 12 contains 51573 members 
Mstep: Class 13 contains 24392 members 
Mstep: Class 14 contains 5690 members 
Mstep: Class 15 contains 27272 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 124139 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 13932 members 
Mstep: Class 20 contains 95186 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 67290 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 9423 members 
Mstep: Class 25 contains 73379 members 
Mstep: Class 26 contains 3667 members 
Mstep: Class 27 contains 79269 members 
Mstep: Class 28 contains 35619 members 
Mstep: Class 29 contains 77538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127662272.000000 Penalty: 65108.277344
Iteration 49Q: 30 clusters Score -1.276623e+08 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 62967 members 
Mstep: Class 7 contains 13654 members 
Mstep: Class 8 contains 12678 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 99169 members 
Mstep: Class 11 contains 80188 members 
Mstep: Class 12 contains 52606 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 5676 members 
Mstep: Class 15 contains 24790 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 124709 members 
Mstep: Class 18 contains 6590 members 
Mstep: Class 19 contains 13917 members 
Mstep: Class 20 contains 96278 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 66800 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 9428 members 
Mstep: Class 25 contains 73249 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 79086 members 
Mstep: Class 28 contains 34604 members 
Mstep: Class 29 contains 80855 members 
Entering Unmasked Estep 
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Iteration 50Q: 30 clusters Score -1.276611e+08 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12429 members 
Mstep: Class 6 contains 62826 members 
Mstep: Class 7 contains 13523 members 
Mstep: Class 8 contains 12678 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 99821 members 
Mstep: Class 11 contains 78997 members 
Mstep: Class 12 contains 53609 members 
Mstep: Class 13 contains 23759 members 
Mstep: Class 14 contains 5669 members 
Mstep: Class 15 contains 22670 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 124833 members 
Mstep: Class 18 contains 6135 members 
Mstep: Class 19 contains 13924 members 
Mstep: Class 20 contains 97324 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 66506 members 
Mstep: Class 23 contains 4123 members 
Mstep: Class 24 contains 9424 members 
Mstep: Class 25 contains 73070 members 
Mstep: Class 26 contains 3665 members 
Mstep: Class 27 contains 78865 members 
Mstep: Class 28 contains 33767 members 
Mstep: Class 29 contains 83808 members 
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Iteration 51Q: 30 clusters Score -1.276602e+08 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 62689 members 
Mstep: Class 7 contains 13382 members 
Mstep: Class 8 contains 12699 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 100731 members 
Mstep: Class 11 contains 77736 members 
Mstep: Class 12 contains 54624 members 
Mstep: Class 13 contains 23480 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 15 contains 20934 members 
Mstep: Class 16 contains 3360 members 
Mstep: Class 17 contains 124781 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 19 contains 13941 members 
Mstep: Class 20 contains 98180 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 66402 members 
Mstep: Class 23 contains 4129 members 
Mstep: Class 24 contains 9423 members 
Mstep: Class 25 contains 72674 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 78603 members 
Mstep: Class 28 contains 33082 members 
Mstep: Class 29 contains 86287 members 
Entering Unmasked Estep 
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Iteration 52Q: 30 clusters Score -1.276609e+08 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12518 members 
Mstep: Class 6 contains 62584 members 
Mstep: Class 7 contains 13240 members 
Mstep: Class 8 contains 12727 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 101812 members 
Mstep: Class 11 contains 76401 members 
Mstep: Class 12 contains 55610 members 
Mstep: Class 13 contains 23252 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 15 contains 19452 members 
Mstep: Class 16 contains 3385 members 
Mstep: Class 17 contains 124675 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 13979 members 
Mstep: Class 20 contains 99065 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 66471 members 
Mstep: Class 23 contains 4136 members 
Mstep: Class 24 contains 9416 members 
Mstep: Class 25 contains 72026 members 
Mstep: Class 26 contains 3670 members 
Mstep: Class 27 contains 78417 members 
Mstep: Class 28 contains 32487 members 
Mstep: Class 29 contains 88146 members 
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Iteration 53Q: 30 clusters Score -1.276608e+08 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12564 members 
Mstep: Class 6 contains 62510 members 
Mstep: Class 7 contains 13075 members 
Mstep: Class 8 contains 12746 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 10 contains 102987 members 
Mstep: Class 11 contains 75105 members 
Mstep: Class 12 contains 56555 members 
Mstep: Class 13 contains 23048 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 15 contains 18217 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 17 contains 124552 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 14023 members 
Mstep: Class 20 contains 99955 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 66701 members 
Mstep: Class 23 contains 4143 members 
Mstep: Class 24 contains 9404 members 
Mstep: Class 25 contains 71156 members 
Mstep: Class 26 contains 3680 members 
Mstep: Class 27 contains 78212 members 
Mstep: Class 28 contains 32012 members 
Mstep: Class 29 contains 89563 members 
Entering Unmasked Estep 
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Iteration 54Q: 30 clusters Score -1.276604e+08 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12614 members 
Mstep: Class 6 contains 62470 members 
Mstep: Class 7 contains 12894 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 104340 members 
Mstep: Class 11 contains 73721 members 
Mstep: Class 12 contains 57547 members 
Mstep: Class 13 contains 22890 members 
Mstep: Class 14 contains 5663 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 3451 members 
Mstep: Class 17 contains 124511 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 100750 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 66970 members 
Mstep: Class 23 contains 4150 members 
Mstep: Class 24 contains 9393 members 
Mstep: Class 25 contains 70174 members 
Mstep: Class 26 contains 3698 members 
Mstep: Class 27 contains 78097 members 
Mstep: Class 28 contains 31635 members 
Mstep: Class 29 contains 90445 members 
Entering Unmasked Estep 
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Iteration 55Q: 30 clusters Score -1.276607e+08 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12658 members 
Mstep: Class 6 contains 62491 members 
Mstep: Class 7 contains 12729 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 105560 members 
Mstep: Class 11 contains 72522 members 
Mstep: Class 12 contains 58574 members 
Mstep: Class 13 contains 22738 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 16330 members 
Mstep: Class 16 contains 3490 members 
Mstep: Class 17 contains 124540 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 101616 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 67304 members 
Mstep: Class 23 contains 4153 members 
Mstep: Class 24 contains 9385 members 
Mstep: Class 25 contains 69019 members 
Mstep: Class 26 contains 3723 members 
Mstep: Class 27 contains 78068 members 
Mstep: Class 28 contains 31443 members 
Mstep: Class 29 contains 90608 members 
Entering Unmasked Estep 
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Iteration 56Q: 30 clusters Score -1.276603e+08 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12707 members 
Mstep: Class 6 contains 62602 members 
Mstep: Class 7 contains 12544 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 106713 members 
Mstep: Class 11 contains 71418 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 22588 members 
Mstep: Class 14 contains 5670 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 124642 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 14089 members 
Mstep: Class 20 contains 102583 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 67721 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 9376 members 
Mstep: Class 25 contains 67713 members 
Mstep: Class 26 contains 3774 members 
Mstep: Class 27 contains 78215 members 
Mstep: Class 28 contains 31296 members 
Mstep: Class 29 contains 90138 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -1.276588e+08 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12752 members 
Mstep: Class 6 contains 62762 members 
Mstep: Class 7 contains 12345 members 
Mstep: Class 8 contains 12880 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 107755 members 
Mstep: Class 11 contains 70423 members 
Mstep: Class 12 contains 60641 members 
Mstep: Class 13 contains 22475 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 3541 members 
Mstep: Class 17 contains 124758 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 14092 members 
Mstep: Class 20 contains 103725 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 68072 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 9350 members 
Mstep: Class 25 contains 66341 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 78489 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 89220 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -1.276576e+08 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 12797 members 
Mstep: Class 6 contains 62961 members 
Mstep: Class 7 contains 12146 members 
Mstep: Class 8 contains 12937 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 108714 members 
Mstep: Class 11 contains 69499 members 
Mstep: Class 12 contains 61734 members 
Mstep: Class 13 contains 22343 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 14818 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 124842 members 
Mstep: Class 18 contains 5056 members 
Mstep: Class 19 contains 14085 members 
Mstep: Class 20 contains 104901 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 68370 members 
Mstep: Class 23 contains 4170 members 
Mstep: Class 24 contains 9328 members 
Mstep: Class 25 contains 65058 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 78928 members 
Mstep: Class 28 contains 31127 members 
Mstep: Class 29 contains 87753 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -1.276554e+08 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 63166 members 
Mstep: Class 7 contains 11954 members 
Mstep: Class 8 contains 13003 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 109341 members 
Mstep: Class 11 contains 68794 members 
Mstep: Class 12 contains 62915 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 5669 members 
Mstep: Class 15 contains 14552 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 124913 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 14093 members 
Mstep: Class 20 contains 105961 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 68631 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 9310 members 
Mstep: Class 25 contains 63925 members 
Mstep: Class 26 contains 3929 members 
Mstep: Class 27 contains 79448 members 
Mstep: Class 28 contains 31115 members 
Mstep: Class 29 contains 86034 members 
Entering Unmasked Estep 
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Iteration 60F: 30 clusters Score -1.276618e+08 nChanged 21004
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 250 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 12854 members 
Mstep: Class 6 contains 63401 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 13039 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 109673 members 
Mstep: Class 11 contains 68068 members 
Mstep: Class 12 contains 63962 members 
Mstep: Class 13 contains 22193 members 
Mstep: Class 14 contains 5670 members 
Mstep: Class 15 contains 12493 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 125130 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 14092 members 
Mstep: Class 20 contains 105940 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 67607 members 
Mstep: Class 23 contains 4175 members 
Mstep: Class 24 contains 9279 members 
Mstep: Class 25 contains 62928 members 
Mstep: Class 26 contains 3993 members 
Mstep: Class 27 contains 86983 members 
Mstep: Class 28 contains 28677 members 
Mstep: Class 29 contains 84208 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -1.276597e+08 nChanged 21201
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 12864 members 
Mstep: Class 6 contains 63646 members 
Mstep: Class 7 contains 11635 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 109838 members 
Mstep: Class 11 contains 67460 members 
Mstep: Class 12 contains 65090 members 
Mstep: Class 13 contains 22108 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 125881 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 14091 members 
Mstep: Class 20 contains 106053 members 
Mstep: Class 21 contains 1449 members 
Mstep: Class 22 contains 67033 members 
Mstep: Class 23 contains 4175 members 
Mstep: Class 24 contains 9256 members 
Mstep: Class 25 contains 62057 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 91838 members 
Mstep: Class 28 contains 26760 members 
Mstep: Class 29 contains 82697 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -1.276579e+08 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 12876 members 
Mstep: Class 6 contains 63871 members 
Mstep: Class 7 contains 11471 members 
Mstep: Class 8 contains 13107 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 109815 members 
Mstep: Class 11 contains 66918 members 
Mstep: Class 12 contains 66396 members 
Mstep: Class 13 contains 22018 members 
Mstep: Class 14 contains 5709 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 125737 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 106275 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 66805 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 9231 members 
Mstep: Class 25 contains 61320 members 
Mstep: Class 26 contains 4131 members 
Mstep: Class 27 contains 95555 members 
Mstep: Class 28 contains 25495 members 
Mstep: Class 29 contains 81412 members 
Entering Unmasked Estep 
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Iteration 63Q: 30 clusters Score -1.276573e+08 nChanged 17779
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 12899 members 
Mstep: Class 6 contains 64106 members 
Mstep: Class 7 contains 11332 members 
Mstep: Class 8 contains 13153 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 109596 members 
Mstep: Class 11 contains 66541 members 
Mstep: Class 12 contains 67692 members 
Mstep: Class 13 contains 21912 members 
Mstep: Class 14 contains 5712 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 17 contains 125080 members 
Mstep: Class 18 contains 4393 members 
Mstep: Class 19 contains 14124 members 
Mstep: Class 20 contains 106403 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 66745 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 9202 members 
Mstep: Class 25 contains 60597 members 
Mstep: Class 26 contains 4209 members 
Mstep: Class 27 contains 98661 members 
Mstep: Class 28 contains 24644 members 
Mstep: Class 29 contains 80332 members 
Entering Unmasked Estep 
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Iteration 64Q: 30 clusters Score -1.276567e+08 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12902 members 
Mstep: Class 6 contains 64351 members 
Mstep: Class 7 contains 11196 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 109241 members 
Mstep: Class 11 contains 66244 members 
Mstep: Class 12 contains 69096 members 
Mstep: Class 13 contains 21825 members 
Mstep: Class 14 contains 5712 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 4138 members 
Mstep: Class 17 contains 124183 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 106451 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 66808 members 
Mstep: Class 23 contains 4170 members 
Mstep: Class 24 contains 9161 members 
Mstep: Class 25 contains 60011 members 
Mstep: Class 26 contains 4304 members 
Mstep: Class 27 contains 101034 members 
Mstep: Class 28 contains 24036 members 
Mstep: Class 29 contains 79553 members 
Entering Unmasked Estep 
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Iteration 65Q: 30 clusters Score -1.276562e+08 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 64573 members 
Mstep: Class 7 contains 11073 members 
Mstep: Class 8 contains 13181 members 
Mstep: Class 9 contains 5283 members 
Mstep: Class 10 contains 108697 members 
Mstep: Class 11 contains 66033 members 
Mstep: Class 12 contains 70470 members 
Mstep: Class 13 contains 21740 members 
Mstep: Class 14 contains 5716 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 4285 members 
Mstep: Class 17 contains 123267 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 14149 members 
Mstep: Class 20 contains 106394 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 66888 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 9126 members 
Mstep: Class 25 contains 59544 members 
Mstep: Class 26 contains 4413 members 
Mstep: Class 27 contains 102829 members 
Mstep: Class 28 contains 23669 members 
Mstep: Class 29 contains 79033 members 
Entering Unmasked Estep 
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Iteration 66Q: 30 clusters Score -1.276558e+08 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 64839 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 13188 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 107966 members 
Mstep: Class 11 contains 65900 members 
Mstep: Class 12 contains 71887 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 5712 members 
Mstep: Class 15 contains 7821 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 122248 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 14151 members 
Mstep: Class 20 contains 106095 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 67016 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 9079 members 
Mstep: Class 25 contains 59288 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 104178 members 
Mstep: Class 28 contains 23444 members 
Mstep: Class 29 contains 78845 members 
Entering Unmasked Estep 
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Iteration 67Q: 30 clusters Score -1.276562e+08 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 65020 members 
Mstep: Class 7 contains 10817 members 
Mstep: Class 8 contains 13212 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 107297 members 
Mstep: Class 11 contains 65823 members 
Mstep: Class 12 contains 73269 members 
Mstep: Class 13 contains 21604 members 
Mstep: Class 14 contains 5706 members 
Mstep: Class 15 contains 7548 members 
Mstep: Class 16 contains 4588 members 
Mstep: Class 17 contains 121340 members 
Mstep: Class 18 contains 4256 members 
Mstep: Class 19 contains 14170 members 
Mstep: Class 20 contains 105621 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 67106 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 9039 members 
Mstep: Class 25 contains 59087 members 
Mstep: Class 26 contains 4630 members 
Mstep: Class 27 contains 104980 members 
Mstep: Class 28 contains 23305 members 
Mstep: Class 29 contains 79104 members 
Entering Unmasked Estep 
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Iteration 68Q: 30 clusters Score -1.276562e+08 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 65173 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 13257 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 106569 members 
Mstep: Class 11 contains 65821 members 
Mstep: Class 12 contains 74568 members 
Mstep: Class 13 contains 21561 members 
Mstep: Class 14 contains 5703 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 120324 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 14207 members 
Mstep: Class 20 contains 105275 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 67260 members 
Mstep: Class 23 contains 4177 members 
Mstep: Class 24 contains 9000 members 
Mstep: Class 25 contains 58985 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 105192 members 
Mstep: Class 28 contains 23242 members 
Mstep: Class 29 contains 79661 members 
Entering Unmasked Estep 
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Iteration 69Q: 30 clusters Score -1.276569e+08 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12898 members 
Mstep: Class 6 contains 65346 members 
Mstep: Class 7 contains 10545 members 
Mstep: Class 8 contains 13320 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 105698 members 
Mstep: Class 11 contains 65901 members 
Mstep: Class 12 contains 75900 members 
Mstep: Class 13 contains 21497 members 
Mstep: Class 14 contains 5692 members 
Mstep: Class 15 contains 7245 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 119273 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 14260 members 
Mstep: Class 20 contains 104932 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 67511 members 
Mstep: Class 23 contains 4180 members 
Mstep: Class 24 contains 8940 members 
Mstep: Class 25 contains 58967 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 104929 members 
Mstep: Class 28 contains 23302 members 
Mstep: Class 29 contains 80416 members 
Entering Unmasked Estep 
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Iteration 70Q: 30 clusters Score -1.276583e+08 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12868 members 
Mstep: Class 6 contains 65527 members 
Mstep: Class 7 contains 10421 members 
Mstep: Class 8 contains 13401 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 104967 members 
Mstep: Class 11 contains 65966 members 
Mstep: Class 12 contains 77122 members 
Mstep: Class 13 contains 21452 members 
Mstep: Class 14 contains 5697 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 4810 members 
Mstep: Class 17 contains 118371 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 14302 members 
Mstep: Class 20 contains 104559 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 67849 members 
Mstep: Class 23 contains 4178 members 
Mstep: Class 24 contains 8881 members 
Mstep: Class 25 contains 58957 members 
Mstep: Class 26 contains 5172 members 
Mstep: Class 27 contains 104266 members 
Mstep: Class 28 contains 23414 members 
Mstep: Class 29 contains 81242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127659560.000000 Penalty: 65108.277344
Iteration 71Q: 30 clusters Score -1.276596e+08 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12842 members 
Mstep: Class 6 contains 65732 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 13473 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 104139 members 
Mstep: Class 11 contains 66000 members 
Mstep: Class 12 contains 78201 members 
Mstep: Class 13 contains 21448 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 4855 members 
Mstep: Class 17 contains 117521 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 14353 members 
Mstep: Class 20 contains 104247 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 68205 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 59133 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 103271 members 
Mstep: Class 28 contains 23624 members 
Mstep: Class 29 contains 82128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127660576.000000 Penalty: 65108.277344
Iteration 72Q: 30 clusters Score -1.276606e+08 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12813 members 
Mstep: Class 6 contains 65918 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 13549 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 103094 members 
Mstep: Class 11 contains 65975 members 
Mstep: Class 12 contains 79247 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 5690 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 4889 members 
Mstep: Class 17 contains 116819 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 103827 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 68560 members 
Mstep: Class 23 contains 4175 members 
Mstep: Class 24 contains 8782 members 
Mstep: Class 25 contains 59628 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 101952 members 
Mstep: Class 28 contains 23865 members 
Mstep: Class 29 contains 83127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127661720.000000 Penalty: 65108.277344
Iteration 73Q: 30 clusters Score -1.276617e+08 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 66088 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 102094 members 
Mstep: Class 11 contains 65844 members 
Mstep: Class 12 contains 80172 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 5672 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 116128 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 14466 members 
Mstep: Class 20 contains 103441 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 68986 members 
Mstep: Class 23 contains 4175 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 60305 members 
Mstep: Class 26 contains 6608 members 
Mstep: Class 27 contains 100361 members 
Mstep: Class 28 contains 24184 members 
Mstep: Class 29 contains 84140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127663376.000000 Penalty: 65108.277344
Iteration 74Q: 30 clusters Score -1.276634e+08 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 243 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 66260 members 
Mstep: Class 7 contains 9876 members 
Mstep: Class 8 contains 13650 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 101019 members 
Mstep: Class 11 contains 65692 members 
Mstep: Class 12 contains 81017 members 
Mstep: Class 13 contains 21428 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 4958 members 
Mstep: Class 17 contains 115308 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 103108 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 69361 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 61154 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 98741 members 
Mstep: Class 28 contains 24557 members 
Mstep: Class 29 contains 85109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127665992.000000 Penalty: 65108.277344
Iteration 75Q: 30 clusters Score -1.27666e+08 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 66447 members 
Mstep: Class 7 contains 9720 members 
Mstep: Class 8 contains 13711 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 100059 members 
Mstep: Class 11 contains 65374 members 
Mstep: Class 12 contains 81743 members 
Mstep: Class 13 contains 21420 members 
Mstep: Class 14 contains 5640 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 4974 members 
Mstep: Class 17 contains 114503 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 14550 members 
Mstep: Class 20 contains 102776 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 69670 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 8702 members 
Mstep: Class 25 contains 62156 members 
Mstep: Class 26 contains 7851 members 
Mstep: Class 27 contains 97230 members 
Mstep: Class 28 contains 24927 members 
Mstep: Class 29 contains 86062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127667896.000000 Penalty: 65108.277344
Iteration 76Q: 30 clusters Score -1.276679e+08 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12775 members 
Mstep: Class 6 contains 66639 members 
Mstep: Class 7 contains 9570 members 
Mstep: Class 8 contains 13791 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 98960 members 
Mstep: Class 11 contains 64908 members 
Mstep: Class 12 contains 82275 members 
Mstep: Class 13 contains 21396 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 6616 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 113912 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 14586 members 
Mstep: Class 20 contains 102280 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 69983 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 63576 members 
Mstep: Class 26 contains 8416 members 
Mstep: Class 27 contains 95755 members 
Mstep: Class 28 contains 25360 members 
Mstep: Class 29 contains 86928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127670592.000000 Penalty: 65108.277344
Iteration 77Q: 30 clusters Score -1.276706e+08 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 1490 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 12765 members 
Mstep: Class 6 contains 66783 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 13857 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 97743 members 
Mstep: Class 11 contains 64184 members 
Mstep: Class 12 contains 82777 members 
Mstep: Class 13 contains 21415 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 5027 members 
Mstep: Class 17 contains 113265 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 14646 members 
Mstep: Class 20 contains 101684 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 70306 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 65386 members 
Mstep: Class 26 contains 8946 members 
Mstep: Class 27 contains 94442 members 
Mstep: Class 28 contains 25798 members 
Mstep: Class 29 contains 87808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127671528.000000 Penalty: 65108.277344
Iteration 78Q: 30 clusters Score -1.276715e+08 nChanged 13629
Entering ConstructFrom: 
Score: -127671528.000000 Penalty: 65108.277344
Entering ConstructFrom: 
Trying to split cluster 1 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -730307.812500 Penalty: 1415.180786
	Iteration 0F: 2 clusters Score -730307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -725642.125000 Penalty: 2830.361572
	Iteration 0F: 3 clusters Score -725642.1 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -727027.875000 Penalty: 2830.361572
	Iteration 1F: 3 clusters Score -727027.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -727275.750000 Penalty: 2830.361572
	Iteration 2F: 3 clusters Score -727275.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -727465.812500 Penalty: 2830.361572
	Iteration 3F: 3 clusters Score -727465.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -727642.687500 Penalty: 2830.361572
	Iteration 4Q: 3 clusters Score -727642.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -727809.062500 Penalty: 2830.361572
	Iteration 5Q: 3 clusters Score -727809.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -727968.250000 Penalty: 2830.361572
	Iteration 6Q: 3 clusters Score -727968.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -728110.187500 Penalty: 2830.361572
	Iteration 7Q: 3 clusters Score -728110.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -728256.500000 Penalty: 2830.361572
	Iteration 8Q: 3 clusters Score -728256.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -728414.125000 Penalty: 2830.361572
	Iteration 9Q: 3 clusters Score -728414.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -728558.562500 Penalty: 2830.361572
	Iteration 10Q: 3 clusters Score -728558.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -728691.437500 Penalty: 2830.361572
	Iteration 11Q: 3 clusters Score -728691.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -728799.437500 Penalty: 2830.361572
	Iteration 12Q: 3 clusters Score -728799.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -728888.875000 Penalty: 2830.361572
	Iteration 13Q: 3 clusters Score -728888.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -728965.562500 Penalty: 2830.361572
	Iteration 14Q: 3 clusters Score -728965.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -729072.062500 Penalty: 2830.361572
	Iteration 15Q: 3 clusters Score -729072.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -729149.375000 Penalty: 2830.361572
	Iteration 16Q: 3 clusters Score -729149.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -729208.125000 Penalty: 2830.361572
	Iteration 17Q: 3 clusters Score -729208.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -729256.062500 Penalty: 2830.361572
	Iteration 18Q: 3 clusters Score -729256.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -729306.875000 Penalty: 2830.361572
	Iteration 19Q: 3 clusters Score -729306.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -729355.000000 Penalty: 2830.361572
	Iteration 20F: 3 clusters Score -729355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -729392.062500 Penalty: 2830.361572
	Iteration 21Q: 3 clusters Score -729392.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -729414.750000 Penalty: 2830.361572
	Iteration 22Q: 3 clusters Score -729414.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -729437.625000 Penalty: 2830.361572
	Iteration 23Q: 3 clusters Score -729437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -729451.312500 Penalty: 2830.361572
	Iteration 24Q: 3 clusters Score -729451.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -729461.000000 Penalty: 2830.361572
	Iteration 25Q: 3 clusters Score -729461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -729471.250000 Penalty: 2830.361572
	Iteration 26Q: 3 clusters Score -729471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -729481.250000 Penalty: 2830.361572
	Iteration 27Q: 3 clusters Score -729481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -729491.875000 Penalty: 2830.361572
	Iteration 28Q: 3 clusters Score -729491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -729501.312500 Penalty: 2830.361572
	Iteration 29Q: 3 clusters Score -729501.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -729505.750000 Penalty: 2830.361572
	Iteration 30Q: 3 clusters Score -729505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -729510.500000 Penalty: 2830.361572
	Iteration 31Q: 3 clusters Score -729510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -729513.125000 Penalty: 2830.361572
	Iteration 32Q: 3 clusters Score -729513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -729518.812500 Penalty: 2830.361572
	Iteration 33Q: 3 clusters Score -729518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -729520.687500 Penalty: 2830.361572
	Iteration 34Q: 3 clusters Score -729520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -729522.000000 Penalty: 2830.361572
	Iteration 35Q: 3 clusters Score -729522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -729522.937500 Penalty: 2830.361572
	Iteration 36Q: 3 clusters Score -729522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -729527.437500 Penalty: 2830.361572
	Iteration 37Q: 3 clusters Score -729527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -729531.500000 Penalty: 2830.361572
	Iteration 38Q: 3 clusters Score -729531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -729536.375000 Penalty: 2830.361572
	Iteration 39Q: 3 clusters Score -729536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -729539.812500 Penalty: 2830.361572
	Iteration 40F: 3 clusters Score -729539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -729543.250000 Penalty: 2830.361572
	Iteration 41Q: 3 clusters Score -729543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -729544.500000 Penalty: 2830.361572
	Iteration 42Q: 3 clusters Score -729544.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -729546.375000 Penalty: 2830.361572
	Iteration 43Q: 3 clusters Score -729546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -729547.250000 Penalty: 2830.361572
	Iteration 44Q: 3 clusters Score -729547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -729547.625000 Penalty: 2830.361572
	Iteration 45Q: 3 clusters Score -729547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -729548.500000 Penalty: 2830.361572
	Iteration 46Q: 3 clusters Score -729548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -729548.937500 Penalty: 2830.361572
	Iteration 47Q: 3 clusters Score -729548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -729552.187500 Penalty: 2830.361572
	Iteration 48Q: 3 clusters Score -729552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -729553.937500 Penalty: 2830.361572
	Iteration 49Q: 3 clusters Score -729553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -729555.875000 Penalty: 2830.361572
	Iteration 50Q: 3 clusters Score -729555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -729555.875000 Penalty: 2830.361572
	Iteration 51F: 3 clusters Score -729555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -17339.201172 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -17339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16789.984375 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -16789.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17377.796875 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -17377.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17642.207031 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -17642.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17796.212891 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -17796.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17822.009766 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -17822.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17904.187500 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -17904.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17915.412109 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -17915.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17934.919922 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -17934.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17994.693359 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -17994.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18000.666016 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -18000.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18000.666016 Penalty: 1783.904785
	Iteration 10F: 3 clusters Score -18000.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 12767 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 112533 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 101054 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 88635 members 
Mstep: Class 30 contains 81 members 
Entering Unmasked Estep 
Score: -127671912.000000 Penalty: 67353.390625
Splitting cluster 2 changes total score from -127671528.000000 to -127671912.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -168950.203125 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -168950.2 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 732 members 
Entering Unmasked Estep 
Score: -167226.250000 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -167226.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167683.703125 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -167683.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167946.062500 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -167946.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168113.609375 Penalty: 2376.796631
	Iteration 3F: 3 clusters Score -168113.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168223.078125 Penalty: 2376.796631
	Iteration 4F: 3 clusters Score -168223.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168283.296875 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -168283.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168335.218750 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -168335.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168377.406250 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -168377.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -168421.125000 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -168421.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -168461.796875 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -168461.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168498.609375 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -168498.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -168524.234375 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -168524.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168546.171875 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -168546.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168576.968750 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -168577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168612.015625 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -168612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -168633.875000 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -168633.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -168649.625000 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -168649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168665.281250 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -168665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -168675.500000 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -168675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -168681.046875 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -168681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -168684.203125 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -168684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -168686.937500 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -168686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -168690.953125 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -168691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -168693.187500 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -168693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -168695.687500 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -168695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -168697.953125 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -168698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -168699.437500 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -168699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -168699.812500 Penalty: 2376.796631
	Iteration 27Q: 3 clusters Score -168699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168700.234375 Penalty: 2376.796631
	Iteration 28Q: 3 clusters Score -168700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -168700.859375 Penalty: 2376.796631
	Iteration 29Q: 3 clusters Score -168700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -168700.859375 Penalty: 2376.796631
	Iteration 30F: 3 clusters Score -168700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -35356.339844 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -35356.34 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 170 members 
Entering Unmasked Estep 
Score: -34624.062500 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -34624.06 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34941.414062 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -34941.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35099.738281 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -35099.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35178.683594 Penalty: 1912.983887
	Iteration 3F: 3 clusters Score -35178.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35249.984375 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -35249.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35252.617188 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -35252.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35252.617188 Penalty: 1912.983887
	Iteration 6F: 3 clusters Score -35252.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Entering Unmasked Estep 
Score: -1627036.875000 Penalty: 1536.375610
	Iteration 0F: 2 clusters Score -1627037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1618087.125000 Penalty: 3072.751221
	Iteration 0F: 3 clusters Score -1618087 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1621115.625000 Penalty: 3072.751221
	Iteration 1F: 3 clusters Score -1621116 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1621452.375000 Penalty: 3072.751221
	Iteration 2F: 3 clusters Score -1621452 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1621707.750000 Penalty: 3072.751221
	Iteration 3Q: 3 clusters Score -1621708 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1621949.750000 Penalty: 3072.751221
	Iteration 4Q: 3 clusters Score -1621950 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1622166.750000 Penalty: 3072.751221
	Iteration 5Q: 3 clusters Score -1622167 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1622382.875000 Penalty: 3072.751221
	Iteration 6Q: 3 clusters Score -1622383 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1622646.625000 Penalty: 3072.751221
	Iteration 7Q: 3 clusters Score -1622647 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1622984.000000 Penalty: 3072.751221
	Iteration 8Q: 3 clusters Score -1622984 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1623597.375000 Penalty: 3072.751221
	Iteration 9F: 3 clusters Score -1623597 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1624815.250000 Penalty: 3072.751221
	Iteration 10F: 3 clusters Score -1624815 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1626427.500000 Penalty: 3072.751221
	Iteration 11F: 3 clusters Score -1626428 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1627420.875000 Penalty: 3072.751221
	Iteration 12F: 3 clusters Score -1627421 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1628235.125000 Penalty: 3072.751221
	Iteration 13F: 3 clusters Score -1628235 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1629060.625000 Penalty: 3072.751221
	Iteration 14Q: 3 clusters Score -1629061 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1629774.500000 Penalty: 3072.751221
	Iteration 15Q: 3 clusters Score -1629774 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1630001.125000 Penalty: 3072.751221
	Iteration 16Q: 3 clusters Score -1630001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1630050.125000 Penalty: 3072.751221
	Iteration 17Q: 3 clusters Score -1630050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1630063.500000 Penalty: 3072.751221
	Iteration 18Q: 3 clusters Score -1630064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1630071.875000 Penalty: 3072.751221
	Iteration 19Q: 3 clusters Score -1630072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1630076.250000 Penalty: 3072.751221
	Iteration 20F: 3 clusters Score -1630076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1630079.000000 Penalty: 3072.751221
	Iteration 21Q: 3 clusters Score -1630079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1630088.125000 Penalty: 3072.751221
	Iteration 22Q: 3 clusters Score -1630088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1630087.375000 Penalty: 3072.751221
	Iteration 23Q: 3 clusters Score -1630087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1630090.375000 Penalty: 3072.751221
	Iteration 24Q: 3 clusters Score -1630090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1630090.375000 Penalty: 3072.751221
	Iteration 25Q: 3 clusters Score -1630090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1630088.625000 Penalty: 3072.751221
	Iteration 26Q: 3 clusters Score -1630089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1630090.500000 Penalty: 3072.751221
	Iteration 27Q: 3 clusters Score -1630090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1630091.750000 Penalty: 3072.751221
	Iteration 28Q: 3 clusters Score -1630092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1630091.750000 Penalty: 3072.751221
	Iteration 29F: 3 clusters Score -1630092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 112533 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 101054 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 88635 members 
Mstep: Class 30 contains 81 members 
Mstep: Class 31 contains 6070 members 
Entering Unmasked Estep 
Score: -127674040.000000 Penalty: 69598.500000
Splitting cluster 5 changes total score from -127671528.000000 to -127674040.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 6 (66872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Entering Unmasked Estep 
Score: -8537045.000000 Penalty: 1805.462036
	Iteration 0F: 2 clusters Score -8537045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -8492711.000000 Penalty: 3610.924072
	Iteration 0F: 3 clusters Score -8492711 nChanged 31659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8512312.000000 Penalty: 3610.924072
	Iteration 1F: 3 clusters Score -8512312 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8514736.000000 Penalty: 3610.924072
	Iteration 2F: 3 clusters Score -8514736 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -8518531.000000 Penalty: 3610.924072
	Iteration 3F: 3 clusters Score -8518531 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -8523725.000000 Penalty: 3610.924072
	Iteration 4F: 3 clusters Score -8523725 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -8528683.000000 Penalty: 3610.924072
	Iteration 5F: 3 clusters Score -8528683 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -8531963.000000 Penalty: 3610.924072
	Iteration 6F: 3 clusters Score -8531963 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -8533629.000000 Penalty: 3610.924072
	Iteration 7Q: 3 clusters Score -8533629 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -8534416.000000 Penalty: 3610.924072
	Iteration 8Q: 3 clusters Score -8534416 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -8534827.000000 Penalty: 3610.924072
	Iteration 9Q: 3 clusters Score -8534827 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -8535072.000000 Penalty: 3610.924072
	Iteration 10Q: 3 clusters Score -8535072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -8535225.000000 Penalty: 3610.924072
	Iteration 11Q: 3 clusters Score -8535225 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -8535319.000000 Penalty: 3610.924072
	Iteration 12Q: 3 clusters Score -8535319 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -8535403.000000 Penalty: 3610.924072
	Iteration 13Q: 3 clusters Score -8535403 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -8535458.000000 Penalty: 3610.924072
	Iteration 14Q: 3 clusters Score -8535458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8535492.000000 Penalty: 3610.924072
	Iteration 15Q: 3 clusters Score -8535492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -8535522.000000 Penalty: 3610.924072
	Iteration 16Q: 3 clusters Score -8535522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -8535540.000000 Penalty: 3610.924072
	Iteration 17Q: 3 clusters Score -8535540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -8535559.000000 Penalty: 3610.924072
	Iteration 18Q: 3 clusters Score -8535559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -8535573.000000 Penalty: 3610.924072
	Iteration 19Q: 3 clusters Score -8535573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -8535576.000000 Penalty: 3610.924072
	Iteration 20F: 3 clusters Score -8535576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -8535595.000000 Penalty: 3610.924072
	Iteration 21Q: 3 clusters Score -8535595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -8535600.000000 Penalty: 3610.924072
	Iteration 22Q: 3 clusters Score -8535600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -8535596.000000 Penalty: 3610.924072
	Iteration 23Q: 3 clusters Score -8535596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -8535605.000000 Penalty: 3610.924072
	Iteration 24Q: 3 clusters Score -8535605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -8535609.000000 Penalty: 3610.924072
	Iteration 25Q: 3 clusters Score -8535609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -8535603.000000 Penalty: 3610.924072
	Iteration 26Q: 3 clusters Score -8535603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -8535612.000000 Penalty: 3610.924072
	Iteration 27Q: 3 clusters Score -8535612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -8535611.000000 Penalty: 3610.924072
	Iteration 28Q: 3 clusters Score -8535611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -8535616.000000 Penalty: 3610.924072
	Iteration 29Q: 3 clusters Score -8535616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -8535623.000000 Penalty: 3610.924072
	Iteration 30Q: 3 clusters Score -8535623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -8535623.000000 Penalty: 3610.924072
	Iteration 31F: 3 clusters Score -8535623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -1174960.625000 Penalty: 1484.572876
	Iteration 0F: 2 clusters Score -1174961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1168296.625000 Penalty: 2969.145752
	Iteration 0F: 3 clusters Score -1168297 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1170542.000000 Penalty: 2969.145752
	Iteration 1F: 3 clusters Score -1170542 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1170954.875000 Penalty: 2969.145752
	Iteration 2F: 3 clusters Score -1170955 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1171346.625000 Penalty: 2969.145752
	Iteration 3F: 3 clusters Score -1171347 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1171707.000000 Penalty: 2969.145752
	Iteration 4F: 3 clusters Score -1171707 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1172020.750000 Penalty: 2969.145752
	Iteration 5F: 3 clusters Score -1172021 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1172301.625000 Penalty: 2969.145752
	Iteration 6Q: 3 clusters Score -1172302 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1172548.375000 Penalty: 2969.145752
	Iteration 7Q: 3 clusters Score -1172548 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1172792.875000 Penalty: 2969.145752
	Iteration 8Q: 3 clusters Score -1172793 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1173030.500000 Penalty: 2969.145752
	Iteration 9Q: 3 clusters Score -1173030 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1173242.875000 Penalty: 2969.145752
	Iteration 10Q: 3 clusters Score -1173243 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1173437.875000 Penalty: 2969.145752
	Iteration 11Q: 3 clusters Score -1173438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1173606.500000 Penalty: 2969.145752
	Iteration 12Q: 3 clusters Score -1173606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1173707.875000 Penalty: 2969.145752
	Iteration 13Q: 3 clusters Score -1173708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1173776.875000 Penalty: 2969.145752
	Iteration 14Q: 3 clusters Score -1173777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1173813.375000 Penalty: 2969.145752
	Iteration 15Q: 3 clusters Score -1173813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1173830.250000 Penalty: 2969.145752
	Iteration 16Q: 3 clusters Score -1173830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1173843.250000 Penalty: 2969.145752
	Iteration 17Q: 3 clusters Score -1173843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1173857.625000 Penalty: 2969.145752
	Iteration 18Q: 3 clusters Score -1173858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1173871.500000 Penalty: 2969.145752
	Iteration 19Q: 3 clusters Score -1173872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1173878.125000 Penalty: 2969.145752
	Iteration 20F: 3 clusters Score -1173878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1173882.875000 Penalty: 2969.145752
	Iteration 21Q: 3 clusters Score -1173883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1173888.250000 Penalty: 2969.145752
	Iteration 22Q: 3 clusters Score -1173888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1173895.750000 Penalty: 2969.145752
	Iteration 23Q: 3 clusters Score -1173896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1173895.375000 Penalty: 2969.145752
	Iteration 24Q: 3 clusters Score -1173895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1173902.250000 Penalty: 2969.145752
	Iteration 25Q: 3 clusters Score -1173902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1173902.500000 Penalty: 2969.145752
	Iteration 26Q: 3 clusters Score -1173902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1173905.125000 Penalty: 2969.145752
	Iteration 27Q: 3 clusters Score -1173905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1173908.750000 Penalty: 2969.145752
	Iteration 28Q: 3 clusters Score -1173909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1173911.375000 Penalty: 2969.145752
	Iteration 29Q: 3 clusters Score -1173911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1173914.625000 Penalty: 2969.145752
	Iteration 30Q: 3 clusters Score -1173915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1173917.000000 Penalty: 2969.145752
	Iteration 31Q: 3 clusters Score -1173917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1173918.000000 Penalty: 2969.145752
	Iteration 32Q: 3 clusters Score -1173918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1173919.375000 Penalty: 2969.145752
	Iteration 33Q: 3 clusters Score -1173919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1173919.500000 Penalty: 2969.145752
	Iteration 34Q: 3 clusters Score -1173920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1173918.500000 Penalty: 2969.145752
	Iteration 35Q: 3 clusters Score -1173918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1173919.750000 Penalty: 2969.145752
	Iteration 36Q: 3 clusters Score -1173920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1173919.750000 Penalty: 2969.145752
	Iteration 37F: 3 clusters Score -1173920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Entering Unmasked Estep 
Score: -1651461.625000 Penalty: 1550.670776
	Iteration 0F: 2 clusters Score -1651462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1641794.625000 Penalty: 3101.341553
	Iteration 0F: 3 clusters Score -1641795 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1645732.625000 Penalty: 3101.341553
	Iteration 1F: 3 clusters Score -1645733 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1646429.250000 Penalty: 3101.341553
	Iteration 2F: 3 clusters Score -1646429 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1646964.125000 Penalty: 3101.341553
	Iteration 3F: 3 clusters Score -1646964 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1647409.250000 Penalty: 3101.341553
	Iteration 4F: 3 clusters Score -1647409 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1647803.500000 Penalty: 3101.341553
	Iteration 5F: 3 clusters Score -1647804 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1648157.250000 Penalty: 3101.341553
	Iteration 6Q: 3 clusters Score -1648157 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1648507.500000 Penalty: 3101.341553
	Iteration 7Q: 3 clusters Score -1648508 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1648883.125000 Penalty: 3101.341553
	Iteration 8Q: 3 clusters Score -1648883 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1649202.000000 Penalty: 3101.341553
	Iteration 9Q: 3 clusters Score -1649202 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1649444.625000 Penalty: 3101.341553
	Iteration 10Q: 3 clusters Score -1649445 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1649630.750000 Penalty: 3101.341553
	Iteration 11Q: 3 clusters Score -1649631 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1649763.500000 Penalty: 3101.341553
	Iteration 12Q: 3 clusters Score -1649764 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1649876.625000 Penalty: 3101.341553
	Iteration 13Q: 3 clusters Score -1649877 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1649973.250000 Penalty: 3101.341553
	Iteration 14Q: 3 clusters Score -1649973 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1650064.250000 Penalty: 3101.341553
	Iteration 15Q: 3 clusters Score -1650064 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1650141.750000 Penalty: 3101.341553
	Iteration 16Q: 3 clusters Score -1650142 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1650209.875000 Penalty: 3101.341553
	Iteration 17Q: 3 clusters Score -1650210 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1650278.875000 Penalty: 3101.341553
	Iteration 18Q: 3 clusters Score -1650279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1650324.500000 Penalty: 3101.341553
	Iteration 19Q: 3 clusters Score -1650324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1650374.500000 Penalty: 3101.341553
	Iteration 20F: 3 clusters Score -1650374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1650415.000000 Penalty: 3101.341553
	Iteration 21Q: 3 clusters Score -1650415 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1650462.875000 Penalty: 3101.341553
	Iteration 22Q: 3 clusters Score -1650463 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1650493.625000 Penalty: 3101.341553
	Iteration 23Q: 3 clusters Score -1650494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1650544.500000 Penalty: 3101.341553
	Iteration 24Q: 3 clusters Score -1650544 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1650572.625000 Penalty: 3101.341553
	Iteration 25Q: 3 clusters Score -1650573 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1650609.250000 Penalty: 3101.341553
	Iteration 26Q: 3 clusters Score -1650609 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1650644.875000 Penalty: 3101.341553
	Iteration 27Q: 3 clusters Score -1650645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1650668.625000 Penalty: 3101.341553
	Iteration 28Q: 3 clusters Score -1650669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1650691.625000 Penalty: 3101.341553
	Iteration 29Q: 3 clusters Score -1650692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1650712.125000 Penalty: 3101.341553
	Iteration 30Q: 3 clusters Score -1650712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1650735.375000 Penalty: 3101.341553
	Iteration 31Q: 3 clusters Score -1650735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1650756.750000 Penalty: 3101.341553
	Iteration 32Q: 3 clusters Score -1650757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1650773.750000 Penalty: 3101.341553
	Iteration 33Q: 3 clusters Score -1650774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1650798.750000 Penalty: 3101.341553
	Iteration 34Q: 3 clusters Score -1650799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1650814.500000 Penalty: 3101.341553
	Iteration 35Q: 3 clusters Score -1650814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1650828.875000 Penalty: 3101.341553
	Iteration 36Q: 3 clusters Score -1650829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1650847.625000 Penalty: 3101.341553
	Iteration 37Q: 3 clusters Score -1650848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1650859.750000 Penalty: 3101.341553
	Iteration 38Q: 3 clusters Score -1650860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1650870.875000 Penalty: 3101.341553
	Iteration 39Q: 3 clusters Score -1650871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1650884.875000 Penalty: 3101.341553
	Iteration 40F: 3 clusters Score -1650885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1650893.000000 Penalty: 3101.341553
	Iteration 41Q: 3 clusters Score -1650893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1650896.625000 Penalty: 3101.341553
	Iteration 42Q: 3 clusters Score -1650897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1650899.875000 Penalty: 3101.341553
	Iteration 43Q: 3 clusters Score -1650900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1650902.875000 Penalty: 3101.341553
	Iteration 44Q: 3 clusters Score -1650903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1650910.375000 Penalty: 3101.341553
	Iteration 45Q: 3 clusters Score -1650910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1650915.500000 Penalty: 3101.341553
	Iteration 46Q: 3 clusters Score -1650916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1650919.875000 Penalty: 3101.341553
	Iteration 47Q: 3 clusters Score -1650920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1650922.500000 Penalty: 3101.341553
	Iteration 48Q: 3 clusters Score -1650922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1650924.875000 Penalty: 3101.341553
	Iteration 49Q: 3 clusters Score -1650925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1650927.000000 Penalty: 3101.341553
	Iteration 50Q: 3 clusters Score -1650927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1650930.250000 Penalty: 3101.341553
	Iteration 51Q: 3 clusters Score -1650930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1650930.625000 Penalty: 3101.341553
	Iteration 52Q: 3 clusters Score -1650931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1650934.125000 Penalty: 3101.341553
	Iteration 53Q: 3 clusters Score -1650934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1650932.875000 Penalty: 3101.341553
	Iteration 54Q: 3 clusters Score -1650933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1650938.875000 Penalty: 3101.341553
	Iteration 55Q: 3 clusters Score -1650939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1650936.375000 Penalty: 3101.341553
	Iteration 56Q: 3 clusters Score -1650936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1650944.125000 Penalty: 3101.341553
	Iteration 57Q: 3 clusters Score -1650944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1650947.000000 Penalty: 3101.341553
	Iteration 58Q: 3 clusters Score -1650947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1650944.125000 Penalty: 3101.341553
	Iteration 59Q: 3 clusters Score -1650944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1650946.375000 Penalty: 3101.341553
	Iteration 60F: 3 clusters Score -1650946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1650948.000000 Penalty: 3101.341553
	Iteration 61Q: 3 clusters Score -1650948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1650948.000000 Penalty: 3101.341553
	Iteration 62Q: 3 clusters Score -1650948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1650948.750000 Penalty: 3101.341553
	Iteration 63Q: 3 clusters Score -1650949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1650952.625000 Penalty: 3101.341553
	Iteration 64Q: 3 clusters Score -1650953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1650950.875000 Penalty: 3101.341553
	Iteration 65Q: 3 clusters Score -1650951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1650953.125000 Penalty: 3101.341553
	Iteration 66Q: 3 clusters Score -1650953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1650953.500000 Penalty: 3101.341553
	Iteration 67Q: 3 clusters Score -1650954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1650953.000000 Penalty: 3101.341553
	Iteration 68Q: 3 clusters Score -1650953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1650953.000000 Penalty: 3101.341553
	Iteration 69F: 3 clusters Score -1650953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -678742.437500 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -678742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -674583.437500 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -674583.4 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -675816.437500 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -675816.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -676124.562500 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -676124.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -676415.562500 Penalty: 2791.773193
	Iteration 3F: 3 clusters Score -676415.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -676658.312500 Penalty: 2791.773193
	Iteration 4F: 3 clusters Score -676658.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -676875.375000 Penalty: 2791.773193
	Iteration 5F: 3 clusters Score -676875.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -677067.250000 Penalty: 2791.773193
	Iteration 6F: 3 clusters Score -677067.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -677235.125000 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -677235.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -677445.187500 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -677445.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -677668.687500 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -677668.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -677866.562500 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -677866.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -678051.125000 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -678051.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -678224.625000 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -678224.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -678343.562500 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -678343.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -678422.750000 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -678422.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -678471.062500 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -678471.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -678494.375000 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -678494.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -678511.187500 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -678511.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -678521.000000 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -678521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -678530.187500 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -678530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -678538.500000 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -678538.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -678545.562500 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -678545.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -678550.687500 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -678550.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -678555.125000 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -678555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -678556.312500 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -678556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -678556.875000 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -678556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -678558.312500 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -678558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -678559.187500 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -678559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -678560.000000 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -678560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -678560.250000 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -678560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -678560.250000 Penalty: 2791.773193
	Iteration 30F: 3 clusters Score -678560.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (96538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Entering Unmasked Estep 
Score: -12594151.000000 Penalty: 1865.124878
	Iteration 0F: 2 clusters Score -1.259415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -12535895.000000 Penalty: 3730.249756
	Iteration 0F: 3 clusters Score -1.25359e+07 nChanged 46301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -12563589.000000 Penalty: 3730.249756
	Iteration 1F: 3 clusters Score -1.256359e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -12565384.000000 Penalty: 3730.249756
	Iteration 2Q: 3 clusters Score -1.256538e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -12567750.000000 Penalty: 3730.249756
	Iteration 3Q: 3 clusters Score -1.256775e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -12570671.000000 Penalty: 3730.249756
	Iteration 4F: 3 clusters Score -1.257067e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -12573973.000000 Penalty: 3730.249756
	Iteration 5F: 3 clusters Score -1.257397e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -12577201.000000 Penalty: 3730.249756
	Iteration 6F: 3 clusters Score -1.25772e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -12580265.000000 Penalty: 3730.249756
	Iteration 7F: 3 clusters Score -1.258026e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -12582828.000000 Penalty: 3730.249756
	Iteration 8Q: 3 clusters Score -1.258283e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -12585187.000000 Penalty: 3730.249756
	Iteration 9Q: 3 clusters Score -1.258519e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -12586663.000000 Penalty: 3730.249756
	Iteration 10Q: 3 clusters Score -1.258666e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -12587393.000000 Penalty: 3730.249756
	Iteration 11Q: 3 clusters Score -1.258739e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -12587732.000000 Penalty: 3730.249756
	Iteration 12Q: 3 clusters Score -1.258773e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -12587962.000000 Penalty: 3730.249756
	Iteration 13Q: 3 clusters Score -1.258796e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -12588113.000000 Penalty: 3730.249756
	Iteration 14Q: 3 clusters Score -1.258811e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -12588243.000000 Penalty: 3730.249756
	Iteration 15Q: 3 clusters Score -1.258824e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -12588281.000000 Penalty: 3730.249756
	Iteration 16Q: 3 clusters Score -1.258828e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -12588383.000000 Penalty: 3730.249756
	Iteration 17Q: 3 clusters Score -1.258838e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -12588447.000000 Penalty: 3730.249756
	Iteration 18Q: 3 clusters Score -1.258845e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -12588523.000000 Penalty: 3730.249756
	Iteration 19Q: 3 clusters Score -1.258852e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -12588586.000000 Penalty: 3730.249756
	Iteration 20F: 3 clusters Score -1.258859e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -12588687.000000 Penalty: 3730.249756
	Iteration 21Q: 3 clusters Score -1.258869e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -12588742.000000 Penalty: 3730.249756
	Iteration 22Q: 3 clusters Score -1.258874e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -12588827.000000 Penalty: 3730.249756
	Iteration 23Q: 3 clusters Score -1.258883e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -12588910.000000 Penalty: 3730.249756
	Iteration 24Q: 3 clusters Score -1.258891e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -12588979.000000 Penalty: 3730.249756
	Iteration 25Q: 3 clusters Score -1.258898e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -12589112.000000 Penalty: 3730.249756
	Iteration 26Q: 3 clusters Score -1.258911e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -12589113.000000 Penalty: 3730.249756
	Iteration 27Q: 3 clusters Score -1.258911e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -12589139.000000 Penalty: 3730.249756
	Iteration 28Q: 3 clusters Score -1.258914e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -12589174.000000 Penalty: 3730.249756
	Iteration 29Q: 3 clusters Score -1.258917e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -12589256.000000 Penalty: 3730.249756
	Iteration 30Q: 3 clusters Score -1.258926e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -12589343.000000 Penalty: 3730.249756
	Iteration 31Q: 3 clusters Score -1.258934e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -12589384.000000 Penalty: 3730.249756
	Iteration 32Q: 3 clusters Score -1.258938e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -12589472.000000 Penalty: 3730.249756
	Iteration 33Q: 3 clusters Score -1.258947e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -12589529.000000 Penalty: 3730.249756
	Iteration 34Q: 3 clusters Score -1.258953e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -12589518.000000 Penalty: 3730.249756
	Iteration 35Q: 3 clusters Score -1.258952e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -12589538.000000 Penalty: 3730.249756
	Iteration 36Q: 3 clusters Score -1.258954e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -12589604.000000 Penalty: 3730.249756
	Iteration 37Q: 3 clusters Score -1.25896e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -12589718.000000 Penalty: 3730.249756
	Iteration 38Q: 3 clusters Score -1.258972e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -12589788.000000 Penalty: 3730.249756
	Iteration 39Q: 3 clusters Score -1.258979e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -12589832.000000 Penalty: 3730.249756
	Iteration 40F: 3 clusters Score -1.258983e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -12589874.000000 Penalty: 3730.249756
	Iteration 41Q: 3 clusters Score -1.258987e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -12589937.000000 Penalty: 3730.249756
	Iteration 42Q: 3 clusters Score -1.258994e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -12589939.000000 Penalty: 3730.249756
	Iteration 43Q: 3 clusters Score -1.258994e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -12589946.000000 Penalty: 3730.249756
	Iteration 44Q: 3 clusters Score -1.258995e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -12589942.000000 Penalty: 3730.249756
	Iteration 45Q: 3 clusters Score -1.258994e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -12589975.000000 Penalty: 3730.249756
	Iteration 46Q: 3 clusters Score -1.258998e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -12589960.000000 Penalty: 3730.249756
	Iteration 47Q: 3 clusters Score -1.258996e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -12590001.000000 Penalty: 3730.249756
	Iteration 48Q: 3 clusters Score -1.259e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -12590044.000000 Penalty: 3730.249756
	Iteration 49Q: 3 clusters Score -1.259004e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -12590073.000000 Penalty: 3730.249756
	Iteration 50Q: 3 clusters Score -1.259007e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -12590090.000000 Penalty: 3730.249756
	Iteration 51Q: 3 clusters Score -1.259009e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -12590150.000000 Penalty: 3730.249756
	Iteration 52Q: 3 clusters Score -1.259015e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -12590137.000000 Penalty: 3730.249756
	Iteration 53Q: 3 clusters Score -1.259014e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -12590125.000000 Penalty: 3730.249756
	Iteration 54Q: 3 clusters Score -1.259012e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -12590169.000000 Penalty: 3730.249756
	Iteration 55Q: 3 clusters Score -1.259017e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -12590241.000000 Penalty: 3730.249756
	Iteration 56Q: 3 clusters Score -1.259024e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -12590286.000000 Penalty: 3730.249756
	Iteration 57Q: 3 clusters Score -1.259029e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -12590304.000000 Penalty: 3730.249756
	Iteration 58Q: 3 clusters Score -1.25903e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -12590300.000000 Penalty: 3730.249756
	Iteration 59Q: 3 clusters Score -1.25903e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -12590322.000000 Penalty: 3730.249756
	Iteration 60F: 3 clusters Score -1.259032e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -12590345.000000 Penalty: 3730.249756
	Iteration 61Q: 3 clusters Score -1.259034e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -12590351.000000 Penalty: 3730.249756
	Iteration 62Q: 3 clusters Score -1.259035e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -12590362.000000 Penalty: 3730.249756
	Iteration 63Q: 3 clusters Score -1.259036e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -12590382.000000 Penalty: 3730.249756
	Iteration 64Q: 3 clusters Score -1.259038e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -12590389.000000 Penalty: 3730.249756
	Iteration 65Q: 3 clusters Score -1.259039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -12590400.000000 Penalty: 3730.249756
	Iteration 66Q: 3 clusters Score -1.25904e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -12590396.000000 Penalty: 3730.249756
	Iteration 67Q: 3 clusters Score -1.25904e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -12590396.000000 Penalty: 3730.249756
	Iteration 68Q: 3 clusters Score -1.25904e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -12590384.000000 Penalty: 3730.249756
	Iteration 69Q: 3 clusters Score -1.259038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -12590387.000000 Penalty: 3730.249756
	Iteration 70Q: 3 clusters Score -1.259039e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -12590397.000000 Penalty: 3730.249756
	Iteration 71Q: 3 clusters Score -1.25904e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -12590427.000000 Penalty: 3730.249756
	Iteration 72Q: 3 clusters Score -1.259043e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -12590446.000000 Penalty: 3730.249756
	Iteration 73Q: 3 clusters Score -1.259045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -12590450.000000 Penalty: 3730.249756
	Iteration 74Q: 3 clusters Score -1.259045e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -12590456.000000 Penalty: 3730.249756
	Iteration 75Q: 3 clusters Score -1.259046e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -12590478.000000 Penalty: 3730.249756
	Iteration 76Q: 3 clusters Score -1.259048e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -12590486.000000 Penalty: 3730.249756
	Iteration 77Q: 3 clusters Score -1.259049e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -12590485.000000 Penalty: 3730.249756
	Iteration 78Q: 3 clusters Score -1.259048e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -12590472.000000 Penalty: 3730.249756
	Iteration 79Q: 3 clusters Score -1.259047e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -12590483.000000 Penalty: 3730.249756
	Iteration 80F: 3 clusters Score -1.259048e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -12590470.000000 Penalty: 3730.249756
	Iteration 81Q: 3 clusters Score -1.259047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -12590463.000000 Penalty: 3730.249756
	Iteration 82Q: 3 clusters Score -1.259046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -12590477.000000 Penalty: 3730.249756
	Iteration 83Q: 3 clusters Score -1.259048e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -12590487.000000 Penalty: 3730.249756
	Iteration 84Q: 3 clusters Score -1.259049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -12590498.000000 Penalty: 3730.249756
	Iteration 85Q: 3 clusters Score -1.25905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -12590503.000000 Penalty: 3730.249756
	Iteration 86Q: 3 clusters Score -1.25905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -12590511.000000 Penalty: 3730.249756
	Iteration 87Q: 3 clusters Score -1.259051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -12590500.000000 Penalty: 3730.249756
	Iteration 88Q: 3 clusters Score -1.25905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -12590501.000000 Penalty: 3730.249756
	Iteration 89Q: 3 clusters Score -1.25905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -12590508.000000 Penalty: 3730.249756
	Iteration 90Q: 3 clusters Score -1.259051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -12590520.000000 Penalty: 3730.249756
	Iteration 91Q: 3 clusters Score -1.259052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -12590520.000000 Penalty: 3730.249756
	Iteration 92Q: 3 clusters Score -1.259052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -12590502.000000 Penalty: 3730.249756
	Iteration 93Q: 3 clusters Score -1.25905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -12590500.000000 Penalty: 3730.249756
	Iteration 94Q: 3 clusters Score -1.25905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -12590518.000000 Penalty: 3730.249756
	Iteration 95Q: 3 clusters Score -1.259052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -12590511.000000 Penalty: 3730.249756
	Iteration 96Q: 3 clusters Score -1.259051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -12590511.000000 Penalty: 3730.249756
	Iteration 97F: 3 clusters Score -1.259051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Entering Unmasked Estep 
Score: -8338900.500000 Penalty: 1796.628784
	Iteration 0F: 2 clusters Score -8338900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8321622 nChanged 3825
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Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8329726 nChanged 2431
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	Iteration 11Q: 3 clusters Score -8330619 nChanged 1597
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Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8331162 nChanged 1268
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Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8331675 nChanged 1180
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8332118 nChanged 1156
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26481 members 
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	Iteration 15Q: 3 clusters Score -8332492 nChanged 1090
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8332868 nChanged 1011
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8333196 nChanged 965
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Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8333512 nChanged 870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8333802 nChanged 849
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Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8334062 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8334262 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8334446 nChanged 633
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Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8334565 nChanged 582
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Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8334714 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8334798 nChanged 451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8334888 nChanged 431
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Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8334962 nChanged 412
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Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8335016 nChanged 388
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Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8335090 nChanged 356
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Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8335142 nChanged 349
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Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8335196 nChanged 360
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	Iteration 32Q: 3 clusters Score -8335262 nChanged 345
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	Iteration 33Q: 3 clusters Score -8335328 nChanged 379
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	Iteration 34Q: 3 clusters Score -8335368 nChanged 362
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	Iteration 35Q: 3 clusters Score -8335414 nChanged 335
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Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8335443 nChanged 345
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Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8335482 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -8335503.500000 Penalty: 3593.257568
	Iteration 38Q: 3 clusters Score -8335504 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8335537 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8335570 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8335598 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8335684 nChanged 513
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8335726 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8335827 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8335898 nChanged 604
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Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8335938 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8335979 nChanged 783
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Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8336066 nChanged 925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8336204 nChanged 1003
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8336332 nChanged 1080
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8336432 nChanged 1123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8336636 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -8336751.500000 Penalty: 3593.257568
	Iteration 53Q: 3 clusters Score -8336752 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8336827 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8336960.000000 Penalty: 3593.257568
	Iteration 55Q: 3 clusters Score -8336960 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8337063.500000 Penalty: 3593.257568
	Iteration 56Q: 3 clusters Score -8337064 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8337148.000000 Penalty: 3593.257568
	Iteration 57Q: 3 clusters Score -8337148 nChanged 571
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8337182 nChanged 442
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Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8337232 nChanged 346
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Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8337343 nChanged 405
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Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8337350 nChanged 309
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Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8337356 nChanged 250
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Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8337382.500000 Penalty: 3593.257568
	Iteration 63Q: 3 clusters Score -8337382 nChanged 212
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Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8337418 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8337427 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8337418 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8337422.500000 Penalty: 3593.257568
	Iteration 67Q: 3 clusters Score -8337422 nChanged 84
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Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8337437.500000 Penalty: 3593.257568
	Iteration 68Q: 3 clusters Score -8337438 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8337451.500000 Penalty: 3593.257568
	Iteration 69Q: 3 clusters Score -8337452 nChanged 46
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Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8337466.000000 Penalty: 3593.257568
	Iteration 70Q: 3 clusters Score -8337466 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8337495 nChanged 27
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Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8337487.500000 Penalty: 3593.257568
	Iteration 72Q: 3 clusters Score -8337488 nChanged 17
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Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8337490 nChanged 8
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Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8337492.500000 Penalty: 3593.257568
	Iteration 74Q: 3 clusters Score -8337492 nChanged 7
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Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8337494.000000 Penalty: 3593.257568
	Iteration 75Q: 3 clusters Score -8337494 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8337494 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8337504.500000 Penalty: 3593.257568
	Iteration 77Q: 3 clusters Score -8337504 nChanged 4
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Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8337506 nChanged 5
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Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8337500 nChanged 4
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Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8337498.500000 Penalty: 3593.257568
	Iteration 80F: 3 clusters Score -8337498 nChanged 5
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Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8337512.500000 Penalty: 3593.257568
	Iteration 81Q: 3 clusters Score -8337512 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8337511.000000 Penalty: 3593.257568
	Iteration 82Q: 3 clusters Score -8337511 nChanged 2
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Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8337513.500000 Penalty: 3593.257568
	Iteration 83Q: 3 clusters Score -8337514 nChanged 2
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Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8337508.500000 Penalty: 3593.257568
	Iteration 84Q: 3 clusters Score -8337508 nChanged 1
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Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8337512 nChanged 0
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Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
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	Iteration 86F: 3 clusters Score -8337512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83321 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.051968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 41984 members 
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	Iteration 0F: 3 clusters Score -1.046426e+07 nChanged 39648
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Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.048721e+07 nChanged 3358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.048847e+07 nChanged 4276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1.04906e+07 nChanged 5815
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -10494498.000000 Penalty: 3682.398193
	Iteration 4F: 3 clusters Score -1.04945e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -10500726.000000 Penalty: 3682.398193
	Iteration 5F: 3 clusters Score -1.050073e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -10508325.000000 Penalty: 3682.398193
	Iteration 6F: 3 clusters Score -1.050832e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -10514033.000000 Penalty: 3682.398193
	Iteration 7F: 3 clusters Score -1.051403e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -10516782.000000 Penalty: 3682.398193
	Iteration 8Q: 3 clusters Score -1.051678e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -10517617.000000 Penalty: 3682.398193
	Iteration 9Q: 3 clusters Score -1.051762e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -10517861.000000 Penalty: 3682.398193
	Iteration 10Q: 3 clusters Score -1.051786e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -10517932.000000 Penalty: 3682.398193
	Iteration 11Q: 3 clusters Score -1.051793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -10517958.000000 Penalty: 3682.398193
	Iteration 12Q: 3 clusters Score -1.051796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -10517979.000000 Penalty: 3682.398193
	Iteration 13Q: 3 clusters Score -1.051798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -10518003.000000 Penalty: 3682.398193
	Iteration 14Q: 3 clusters Score -1.0518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -10518022.000000 Penalty: 3682.398193
	Iteration 15Q: 3 clusters Score -1.051802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -10518021.000000 Penalty: 3682.398193
	Iteration 16Q: 3 clusters Score -1.051802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -10518022.000000 Penalty: 3682.398193
	Iteration 17Q: 3 clusters Score -1.051802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -10518022.000000 Penalty: 3682.398193
	Iteration 18F: 3 clusters Score -1.051802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Entering Unmasked Estep 
Score: -2743684.000000 Penalty: 1620.493408
	Iteration 0F: 2 clusters Score -2743684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2729175.000000 Penalty: 3240.986816
	Iteration 0F: 3 clusters Score -2729175 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2734409.250000 Penalty: 3240.986816
	Iteration 1F: 3 clusters Score -2734409 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2734735.000000 Penalty: 3240.986816
	Iteration 2Q: 3 clusters Score -2734735 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2735014.500000 Penalty: 3240.986816
	Iteration 3Q: 3 clusters Score -2735014 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2735290.500000 Penalty: 3240.986816
	Iteration 4Q: 3 clusters Score -2735290 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2735611.500000 Penalty: 3240.986816
	Iteration 5Q: 3 clusters Score -2735612 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2735949.500000 Penalty: 3240.986816
	Iteration 6Q: 3 clusters Score -2735950 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2736410.250000 Penalty: 3240.986816
	Iteration 7Q: 3 clusters Score -2736410 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2736972.750000 Penalty: 3240.986816
	Iteration 8Q: 3 clusters Score -2736973 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2737639.750000 Penalty: 3240.986816
	Iteration 9Q: 3 clusters Score -2737640 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2738338.250000 Penalty: 3240.986816
	Iteration 10Q: 3 clusters Score -2738338 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2739005.500000 Penalty: 3240.986816
	Iteration 11Q: 3 clusters Score -2739006 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2739523.750000 Penalty: 3240.986816
	Iteration 12Q: 3 clusters Score -2739524 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2739885.250000 Penalty: 3240.986816
	Iteration 13Q: 3 clusters Score -2739885 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2740186.750000 Penalty: 3240.986816
	Iteration 14Q: 3 clusters Score -2740187 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2740443.750000 Penalty: 3240.986816
	Iteration 15Q: 3 clusters Score -2740444 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2740632.750000 Penalty: 3240.986816
	Iteration 16Q: 3 clusters Score -2740633 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2740806.750000 Penalty: 3240.986816
	Iteration 17Q: 3 clusters Score -2740807 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2740947.500000 Penalty: 3240.986816
	Iteration 18Q: 3 clusters Score -2740948 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2741077.750000 Penalty: 3240.986816
	Iteration 19Q: 3 clusters Score -2741078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2741247.000000 Penalty: 3240.986816
	Iteration 20F: 3 clusters Score -2741247 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2741380.000000 Penalty: 3240.986816
	Iteration 21Q: 3 clusters Score -2741380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2741507.500000 Penalty: 3240.986816
	Iteration 22Q: 3 clusters Score -2741508 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2741631.250000 Penalty: 3240.986816
	Iteration 23Q: 3 clusters Score -2741631 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2741738.250000 Penalty: 3240.986816
	Iteration 24Q: 3 clusters Score -2741738 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2741815.750000 Penalty: 3240.986816
	Iteration 25Q: 3 clusters Score -2741816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2741873.500000 Penalty: 3240.986816
	Iteration 26Q: 3 clusters Score -2741874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2741929.750000 Penalty: 3240.986816
	Iteration 27Q: 3 clusters Score -2741930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2741978.500000 Penalty: 3240.986816
	Iteration 28Q: 3 clusters Score -2741978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2742020.750000 Penalty: 3240.986816
	Iteration 29Q: 3 clusters Score -2742021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2742054.750000 Penalty: 3240.986816
	Iteration 30Q: 3 clusters Score -2742055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2742075.250000 Penalty: 3240.986816
	Iteration 31Q: 3 clusters Score -2742075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2742118.750000 Penalty: 3240.986816
	Iteration 32Q: 3 clusters Score -2742119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2742150.500000 Penalty: 3240.986816
	Iteration 33Q: 3 clusters Score -2742150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2742170.750000 Penalty: 3240.986816
	Iteration 34Q: 3 clusters Score -2742171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2742184.750000 Penalty: 3240.986816
	Iteration 35Q: 3 clusters Score -2742185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2742194.250000 Penalty: 3240.986816
	Iteration 36Q: 3 clusters Score -2742194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2742202.750000 Penalty: 3240.986816
	Iteration 37Q: 3 clusters Score -2742203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2742215.750000 Penalty: 3240.986816
	Iteration 38Q: 3 clusters Score -2742216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2742221.500000 Penalty: 3240.986816
	Iteration 39Q: 3 clusters Score -2742222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2742233.000000 Penalty: 3240.986816
	Iteration 40F: 3 clusters Score -2742233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2742236.000000 Penalty: 3240.986816
	Iteration 41Q: 3 clusters Score -2742236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2742237.750000 Penalty: 3240.986816
	Iteration 42Q: 3 clusters Score -2742238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2742241.750000 Penalty: 3240.986816
	Iteration 43Q: 3 clusters Score -2742242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2742245.250000 Penalty: 3240.986816
	Iteration 44Q: 3 clusters Score -2742245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2742247.750000 Penalty: 3240.986816
	Iteration 45Q: 3 clusters Score -2742248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2742254.000000 Penalty: 3240.986816
	Iteration 46Q: 3 clusters Score -2742254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2742256.750000 Penalty: 3240.986816
	Iteration 47Q: 3 clusters Score -2742257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2742259.500000 Penalty: 3240.986816
	Iteration 48Q: 3 clusters Score -2742260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2742258.750000 Penalty: 3240.986816
	Iteration 49Q: 3 clusters Score -2742259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2742259.250000 Penalty: 3240.986816
	Iteration 50Q: 3 clusters Score -2742259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2742259.250000 Penalty: 3240.986816
	Iteration 51Q: 3 clusters Score -2742259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2742260.000000 Penalty: 3240.986816
	Iteration 52Q: 3 clusters Score -2742260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2742260.000000 Penalty: 3240.986816
	Iteration 53F: 3 clusters Score -2742260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -678763.437500 Penalty: 1402.807739
	Iteration 0F: 2 clusters Score -678763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -674402.562500 Penalty: 2805.615479
	Iteration 0F: 3 clusters Score -674402.6 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -675705.250000 Penalty: 2805.615479
	Iteration 1F: 3 clusters Score -675705.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -675985.500000 Penalty: 2805.615479
	Iteration 2F: 3 clusters Score -675985.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -676204.875000 Penalty: 2805.615479
	Iteration 3F: 3 clusters Score -676204.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -676417.500000 Penalty: 2805.615479
	Iteration 4F: 3 clusters Score -676417.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -676604.937500 Penalty: 2805.615479
	Iteration 5F: 3 clusters Score -676604.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -676785.562500 Penalty: 2805.615479
	Iteration 6Q: 3 clusters Score -676785.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -676932.125000 Penalty: 2805.615479
	Iteration 7Q: 3 clusters Score -676932.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -677095.125000 Penalty: 2805.615479
	Iteration 8Q: 3 clusters Score -677095.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -677249.812500 Penalty: 2805.615479
	Iteration 9Q: 3 clusters Score -677249.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -677337.500000 Penalty: 2805.615479
	Iteration 10Q: 3 clusters Score -677337.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -677410.812500 Penalty: 2805.615479
	Iteration 11Q: 3 clusters Score -677410.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -677473.000000 Penalty: 2805.615479
	Iteration 12Q: 3 clusters Score -677473 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -677532.062500 Penalty: 2805.615479
	Iteration 13Q: 3 clusters Score -677532.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -677590.812500 Penalty: 2805.615479
	Iteration 14Q: 3 clusters Score -677590.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -677630.312500 Penalty: 2805.615479
	Iteration 15Q: 3 clusters Score -677630.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -677655.437500 Penalty: 2805.615479
	Iteration 16Q: 3 clusters Score -677655.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -677682.937500 Penalty: 2805.615479
	Iteration 17Q: 3 clusters Score -677682.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -677708.312500 Penalty: 2805.615479
	Iteration 18Q: 3 clusters Score -677708.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -677724.875000 Penalty: 2805.615479
	Iteration 19Q: 3 clusters Score -677724.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -677737.500000 Penalty: 2805.615479
	Iteration 20F: 3 clusters Score -677737.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -677745.437500 Penalty: 2805.615479
	Iteration 21Q: 3 clusters Score -677745.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -677750.625000 Penalty: 2805.615479
	Iteration 22Q: 3 clusters Score -677750.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -677756.125000 Penalty: 2805.615479
	Iteration 23Q: 3 clusters Score -677756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -677760.375000 Penalty: 2805.615479
	Iteration 24Q: 3 clusters Score -677760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -677762.250000 Penalty: 2805.615479
	Iteration 25Q: 3 clusters Score -677762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -677764.125000 Penalty: 2805.615479
	Iteration 26Q: 3 clusters Score -677764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -677764.687500 Penalty: 2805.615479
	Iteration 27Q: 3 clusters Score -677764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -677766.875000 Penalty: 2805.615479
	Iteration 28Q: 3 clusters Score -677766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -677770.812500 Penalty: 2805.615479
	Iteration 29Q: 3 clusters Score -677770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -677771.750000 Penalty: 2805.615479
	Iteration 30Q: 3 clusters Score -677771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -677773.687500 Penalty: 2805.615479
	Iteration 31Q: 3 clusters Score -677773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -677774.437500 Penalty: 2805.615479
	Iteration 32Q: 3 clusters Score -677774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -677774.437500 Penalty: 2805.615479
	Iteration 33F: 3 clusters Score -677774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -869727.500000 Penalty: 1425.850952
	Iteration 0F: 2 clusters Score -869727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -864849.000000 Penalty: 2851.701904
	Iteration 0F: 3 clusters Score -864849 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -866228.687500 Penalty: 2851.701904
	Iteration 1F: 3 clusters Score -866228.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -866408.750000 Penalty: 2851.701904
	Iteration 2F: 3 clusters Score -866408.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -866519.062500 Penalty: 2851.701904
	Iteration 3Q: 3 clusters Score -866519.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -866598.625000 Penalty: 2851.701904
	Iteration 4Q: 3 clusters Score -866598.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -866658.062500 Penalty: 2851.701904
	Iteration 5Q: 3 clusters Score -866658.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -866701.437500 Penalty: 2851.701904
	Iteration 6Q: 3 clusters Score -866701.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -866732.437500 Penalty: 2851.701904
	Iteration 7Q: 3 clusters Score -866732.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -866761.062500 Penalty: 2851.701904
	Iteration 8Q: 3 clusters Score -866761.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -866785.437500 Penalty: 2851.701904
	Iteration 9Q: 3 clusters Score -866785.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -866807.437500 Penalty: 2851.701904
	Iteration 10Q: 3 clusters Score -866807.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -866827.250000 Penalty: 2851.701904
	Iteration 11Q: 3 clusters Score -866827.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -866846.125000 Penalty: 2851.701904
	Iteration 12Q: 3 clusters Score -866846.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -866858.062500 Penalty: 2851.701904
	Iteration 13Q: 3 clusters Score -866858.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -866867.812500 Penalty: 2851.701904
	Iteration 14Q: 3 clusters Score -866867.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -866878.937500 Penalty: 2851.701904
	Iteration 15Q: 3 clusters Score -866878.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -866888.250000 Penalty: 2851.701904
	Iteration 16Q: 3 clusters Score -866888.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -866897.437500 Penalty: 2851.701904
	Iteration 17Q: 3 clusters Score -866897.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -866909.250000 Penalty: 2851.701904
	Iteration 18Q: 3 clusters Score -866909.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -866921.375000 Penalty: 2851.701904
	Iteration 19Q: 3 clusters Score -866921.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -866933.062500 Penalty: 2851.701904
	Iteration 20F: 3 clusters Score -866933.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -866950.250000 Penalty: 2851.701904
	Iteration 21Q: 3 clusters Score -866950.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -866969.937500 Penalty: 2851.701904
	Iteration 22Q: 3 clusters Score -866969.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -867002.875000 Penalty: 2851.701904
	Iteration 23Q: 3 clusters Score -867002.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -867037.750000 Penalty: 2851.701904
	Iteration 24Q: 3 clusters Score -867037.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -867073.812500 Penalty: 2851.701904
	Iteration 25Q: 3 clusters Score -867073.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -867111.062500 Penalty: 2851.701904
	Iteration 26Q: 3 clusters Score -867111.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -867149.500000 Penalty: 2851.701904
	Iteration 27Q: 3 clusters Score -867149.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -867190.000000 Penalty: 2851.701904
	Iteration 28Q: 3 clusters Score -867190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -867240.125000 Penalty: 2851.701904
	Iteration 29Q: 3 clusters Score -867240.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -867313.687500 Penalty: 2851.701904
	Iteration 30Q: 3 clusters Score -867313.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -867408.750000 Penalty: 2851.701904
	Iteration 31Q: 3 clusters Score -867408.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -867505.250000 Penalty: 2851.701904
	Iteration 32Q: 3 clusters Score -867505.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -867603.750000 Penalty: 2851.701904
	Iteration 33Q: 3 clusters Score -867603.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -867690.687500 Penalty: 2851.701904
	Iteration 34Q: 3 clusters Score -867690.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -867780.500000 Penalty: 2851.701904
	Iteration 35Q: 3 clusters Score -867780.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -867881.625000 Penalty: 2851.701904
	Iteration 36Q: 3 clusters Score -867881.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -867968.125000 Penalty: 2851.701904
	Iteration 37Q: 3 clusters Score -867968.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -868028.187500 Penalty: 2851.701904
	Iteration 38Q: 3 clusters Score -868028.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -868070.687500 Penalty: 2851.701904
	Iteration 39Q: 3 clusters Score -868070.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -868102.250000 Penalty: 2851.701904
	Iteration 40F: 3 clusters Score -868102.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -868130.187500 Penalty: 2851.701904
	Iteration 41Q: 3 clusters Score -868130.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -868152.062500 Penalty: 2851.701904
	Iteration 42Q: 3 clusters Score -868152.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -868164.187500 Penalty: 2851.701904
	Iteration 43Q: 3 clusters Score -868164.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -868184.437500 Penalty: 2851.701904
	Iteration 44Q: 3 clusters Score -868184.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -868197.750000 Penalty: 2851.701904
	Iteration 45Q: 3 clusters Score -868197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -868211.562500 Penalty: 2851.701904
	Iteration 46Q: 3 clusters Score -868211.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -868225.812500 Penalty: 2851.701904
	Iteration 47Q: 3 clusters Score -868225.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -868247.375000 Penalty: 2851.701904
	Iteration 48Q: 3 clusters Score -868247.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -868264.375000 Penalty: 2851.701904
	Iteration 49Q: 3 clusters Score -868264.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -868278.625000 Penalty: 2851.701904
	Iteration 50Q: 3 clusters Score -868278.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -868295.562500 Penalty: 2851.701904
	Iteration 51Q: 3 clusters Score -868295.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -868316.125000 Penalty: 2851.701904
	Iteration 52Q: 3 clusters Score -868316.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -868333.437500 Penalty: 2851.701904
	Iteration 53Q: 3 clusters Score -868333.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -868345.437500 Penalty: 2851.701904
	Iteration 54Q: 3 clusters Score -868345.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -868358.187500 Penalty: 2851.701904
	Iteration 55Q: 3 clusters Score -868358.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -868368.500000 Penalty: 2851.701904
	Iteration 56Q: 3 clusters Score -868368.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -868380.437500 Penalty: 2851.701904
	Iteration 57Q: 3 clusters Score -868380.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -868387.250000 Penalty: 2851.701904
	Iteration 58Q: 3 clusters Score -868387.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -868396.500000 Penalty: 2851.701904
	Iteration 59Q: 3 clusters Score -868396.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -868411.687500 Penalty: 2851.701904
	Iteration 60F: 3 clusters Score -868411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -868418.312500 Penalty: 2851.701904
	Iteration 61Q: 3 clusters Score -868418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -868426.062500 Penalty: 2851.701904
	Iteration 62Q: 3 clusters Score -868426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -868433.812500 Penalty: 2851.701904
	Iteration 63Q: 3 clusters Score -868433.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -868439.250000 Penalty: 2851.701904
	Iteration 64Q: 3 clusters Score -868439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -868441.000000 Penalty: 2851.701904
	Iteration 65Q: 3 clusters Score -868441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -868442.062500 Penalty: 2851.701904
	Iteration 66Q: 3 clusters Score -868442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -868441.937500 Penalty: 2851.701904
	Iteration 67Q: 3 clusters Score -868441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -868441.937500 Penalty: 2851.701904
	Iteration 68F: 3 clusters Score -868441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -638721.062500 Penalty: 1385.628540
	Iteration 0F: 2 clusters Score -638721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -634651.062500 Penalty: 2771.257080
	Iteration 0F: 3 clusters Score -634651.1 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -635780.562500 Penalty: 2771.257080
	Iteration 1F: 3 clusters Score -635780.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -635978.875000 Penalty: 2771.257080
	Iteration 2F: 3 clusters Score -635978.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -636139.437500 Penalty: 2771.257080
	Iteration 3F: 3 clusters Score -636139.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -636251.687500 Penalty: 2771.257080
	Iteration 4Q: 3 clusters Score -636251.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -636355.187500 Penalty: 2771.257080
	Iteration 5Q: 3 clusters Score -636355.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -636459.937500 Penalty: 2771.257080
	Iteration 6Q: 3 clusters Score -636459.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -636588.437500 Penalty: 2771.257080
	Iteration 7Q: 3 clusters Score -636588.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -636701.875000 Penalty: 2771.257080
	Iteration 8Q: 3 clusters Score -636701.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -636827.812500 Penalty: 2771.257080
	Iteration 9Q: 3 clusters Score -636827.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -636961.937500 Penalty: 2771.257080
	Iteration 10Q: 3 clusters Score -636961.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -637109.062500 Penalty: 2771.257080
	Iteration 11Q: 3 clusters Score -637109.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -637253.062500 Penalty: 2771.257080
	Iteration 12Q: 3 clusters Score -637253.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -637390.625000 Penalty: 2771.257080
	Iteration 13Q: 3 clusters Score -637390.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -637506.375000 Penalty: 2771.257080
	Iteration 14Q: 3 clusters Score -637506.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -637593.375000 Penalty: 2771.257080
	Iteration 15Q: 3 clusters Score -637593.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -637677.250000 Penalty: 2771.257080
	Iteration 16Q: 3 clusters Score -637677.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -637760.937500 Penalty: 2771.257080
	Iteration 17Q: 3 clusters Score -637760.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -637827.250000 Penalty: 2771.257080
	Iteration 18Q: 3 clusters Score -637827.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -637866.500000 Penalty: 2771.257080
	Iteration 19Q: 3 clusters Score -637866.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -637886.312500 Penalty: 2771.257080
	Iteration 20F: 3 clusters Score -637886.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -637898.312500 Penalty: 2771.257080
	Iteration 21Q: 3 clusters Score -637898.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -637912.875000 Penalty: 2771.257080
	Iteration 22Q: 3 clusters Score -637912.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -637923.687500 Penalty: 2771.257080
	Iteration 23Q: 3 clusters Score -637923.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -637929.625000 Penalty: 2771.257080
	Iteration 24Q: 3 clusters Score -637929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -637930.437500 Penalty: 2771.257080
	Iteration 25Q: 3 clusters Score -637930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -637931.875000 Penalty: 2771.257080
	Iteration 26Q: 3 clusters Score -637931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -637934.125000 Penalty: 2771.257080
	Iteration 27Q: 3 clusters Score -637934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -637933.750000 Penalty: 2771.257080
	Iteration 28Q: 3 clusters Score -637933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -637934.187500 Penalty: 2771.257080
	Iteration 29Q: 3 clusters Score -637934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -637933.875000 Penalty: 2771.257080
	Iteration 30Q: 3 clusters Score -637933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -637933.875000 Penalty: 2771.257080
	Iteration 31Q: 3 clusters Score -637933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -637934.187500 Penalty: 2771.257080
	Iteration 32Q: 3 clusters Score -637934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -637934.187500 Penalty: 2771.257080
	Iteration 33F: 3 clusters Score -637934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Entering Unmasked Estep 
Score: -14841443.000000 Penalty: 1890.037720
	Iteration 0F: 2 clusters Score -1.484144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -14780621.000000 Penalty: 3780.075439
	Iteration 0F: 3 clusters Score -1.478062e+07 nChanged 54009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -14811546.000000 Penalty: 3780.075439
	Iteration 1F: 3 clusters Score -1.481155e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -14812056.000000 Penalty: 3780.075439
	Iteration 2Q: 3 clusters Score -1.481206e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -14812548.000000 Penalty: 3780.075439
	Iteration 3Q: 3 clusters Score -1.481255e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -14813085.000000 Penalty: 3780.075439
	Iteration 4Q: 3 clusters Score -1.481308e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -14813946.000000 Penalty: 3780.075439
	Iteration 5Q: 3 clusters Score -1.481395e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -14815633.000000 Penalty: 3780.075439
	Iteration 6Q: 3 clusters Score -1.481563e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -14819071.000000 Penalty: 3780.075439
	Iteration 7Q: 3 clusters Score -1.481907e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -14824246.000000 Penalty: 3780.075439
	Iteration 8F: 3 clusters Score -1.482425e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -14831330.000000 Penalty: 3780.075439
	Iteration 9F: 3 clusters Score -1.483133e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -14838659.000000 Penalty: 3780.075439
	Iteration 10F: 3 clusters Score -1.483866e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -14844038.000000 Penalty: 3780.075439
	Iteration 11F: 3 clusters Score -1.484404e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -14846374.000000 Penalty: 3780.075439
	Iteration 12F: 3 clusters Score -1.484637e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -14847361.000000 Penalty: 3780.075439
	Iteration 13Q: 3 clusters Score -1.484736e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -14847958.000000 Penalty: 3780.075439
	Iteration 14Q: 3 clusters Score -1.484796e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -14848373.000000 Penalty: 3780.075439
	Iteration 15Q: 3 clusters Score -1.484837e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -14848718.000000 Penalty: 3780.075439
	Iteration 16Q: 3 clusters Score -1.484872e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -14848934.000000 Penalty: 3780.075439
	Iteration 17Q: 3 clusters Score -1.484893e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -14849186.000000 Penalty: 3780.075439
	Iteration 18Q: 3 clusters Score -1.484919e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -14849315.000000 Penalty: 3780.075439
	Iteration 19Q: 3 clusters Score -1.484932e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -14849517.000000 Penalty: 3780.075439
	Iteration 20F: 3 clusters Score -1.484952e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -14849416.000000 Penalty: 3780.075439
	Iteration 21Q: 3 clusters Score -1.484942e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -14849399.000000 Penalty: 3780.075439
	Iteration 22Q: 3 clusters Score -1.48494e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -14849403.000000 Penalty: 3780.075439
	Iteration 23Q: 3 clusters Score -1.48494e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -14849451.000000 Penalty: 3780.075439
	Iteration 24Q: 3 clusters Score -1.484945e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -14849473.000000 Penalty: 3780.075439
	Iteration 25Q: 3 clusters Score -1.484947e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -14849473.000000 Penalty: 3780.075439
	Iteration 26Q: 3 clusters Score -1.484947e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -14849484.000000 Penalty: 3780.075439
	Iteration 27Q: 3 clusters Score -1.484948e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -14849480.000000 Penalty: 3780.075439
	Iteration 28Q: 3 clusters Score -1.484948e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -14849433.000000 Penalty: 3780.075439
	Iteration 29Q: 3 clusters Score -1.484943e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -14849405.000000 Penalty: 3780.075439
	Iteration 30Q: 3 clusters Score -1.48494e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -14849321.000000 Penalty: 3780.075439
	Iteration 31Q: 3 clusters Score -1.484932e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -14849245.000000 Penalty: 3780.075439
	Iteration 32Q: 3 clusters Score -1.484924e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -14849183.000000 Penalty: 3780.075439
	Iteration 33Q: 3 clusters Score -1.484918e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -14849104.000000 Penalty: 3780.075439
	Iteration 34Q: 3 clusters Score -1.48491e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -14849077.000000 Penalty: 3780.075439
	Iteration 35Q: 3 clusters Score -1.484908e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -14849007.000000 Penalty: 3780.075439
	Iteration 36Q: 3 clusters Score -1.484901e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -14848890.000000 Penalty: 3780.075439
	Iteration 37Q: 3 clusters Score -1.484889e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -14848801.000000 Penalty: 3780.075439
	Iteration 38Q: 3 clusters Score -1.48488e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -14848737.000000 Penalty: 3780.075439
	Iteration 39Q: 3 clusters Score -1.484874e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -14848718.000000 Penalty: 3780.075439
	Iteration 40F: 3 clusters Score -1.484872e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -14848707.000000 Penalty: 3780.075439
	Iteration 41Q: 3 clusters Score -1.484871e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -14848675.000000 Penalty: 3780.075439
	Iteration 42Q: 3 clusters Score -1.484868e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -14848636.000000 Penalty: 3780.075439
	Iteration 43Q: 3 clusters Score -1.484864e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -14848614.000000 Penalty: 3780.075439
	Iteration 44Q: 3 clusters Score -1.484861e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -14848571.000000 Penalty: 3780.075439
	Iteration 45Q: 3 clusters Score -1.484857e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -14848547.000000 Penalty: 3780.075439
	Iteration 46Q: 3 clusters Score -1.484855e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -14848490.000000 Penalty: 3780.075439
	Iteration 47Q: 3 clusters Score -1.484849e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -14848451.000000 Penalty: 3780.075439
	Iteration 48Q: 3 clusters Score -1.484845e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -14848428.000000 Penalty: 3780.075439
	Iteration 49Q: 3 clusters Score -1.484843e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -14848408.000000 Penalty: 3780.075439
	Iteration 50Q: 3 clusters Score -1.484841e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -14848367.000000 Penalty: 3780.075439
	Iteration 51Q: 3 clusters Score -1.484837e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -14848408.000000 Penalty: 3780.075439
	Iteration 52Q: 3 clusters Score -1.484841e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -14848385.000000 Penalty: 3780.075439
	Iteration 53Q: 3 clusters Score -1.484838e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -14848360.000000 Penalty: 3780.075439
	Iteration 54Q: 3 clusters Score -1.484836e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -14848352.000000 Penalty: 3780.075439
	Iteration 55Q: 3 clusters Score -1.484835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -14848311.000000 Penalty: 3780.075439
	Iteration 56Q: 3 clusters Score -1.484831e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -14848291.000000 Penalty: 3780.075439
	Iteration 57Q: 3 clusters Score -1.484829e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -14848264.000000 Penalty: 3780.075439
	Iteration 58Q: 3 clusters Score -1.484826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -14848260.000000 Penalty: 3780.075439
	Iteration 59Q: 3 clusters Score -1.484826e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -14848273.000000 Penalty: 3780.075439
	Iteration 60F: 3 clusters Score -1.484827e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -14848244.000000 Penalty: 3780.075439
	Iteration 61Q: 3 clusters Score -1.484824e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -14848237.000000 Penalty: 3780.075439
	Iteration 62Q: 3 clusters Score -1.484824e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -14848214.000000 Penalty: 3780.075439
	Iteration 63Q: 3 clusters Score -1.484821e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -14848206.000000 Penalty: 3780.075439
	Iteration 64Q: 3 clusters Score -1.484821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -14848204.000000 Penalty: 3780.075439
	Iteration 65Q: 3 clusters Score -1.48482e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -14848158.000000 Penalty: 3780.075439
	Iteration 66Q: 3 clusters Score -1.484816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -14848131.000000 Penalty: 3780.075439
	Iteration 67Q: 3 clusters Score -1.484813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -14848142.000000 Penalty: 3780.075439
	Iteration 68Q: 3 clusters Score -1.484814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -14848108.000000 Penalty: 3780.075439
	Iteration 69Q: 3 clusters Score -1.484811e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -14848130.000000 Penalty: 3780.075439
	Iteration 70Q: 3 clusters Score -1.484813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -14848109.000000 Penalty: 3780.075439
	Iteration 71Q: 3 clusters Score -1.484811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -14848101.000000 Penalty: 3780.075439
	Iteration 72Q: 3 clusters Score -1.48481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -14848086.000000 Penalty: 3780.075439
	Iteration 73Q: 3 clusters Score -1.484809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -14848087.000000 Penalty: 3780.075439
	Iteration 74Q: 3 clusters Score -1.484809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -14848075.000000 Penalty: 3780.075439
	Iteration 75Q: 3 clusters Score -1.484808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -14848074.000000 Penalty: 3780.075439
	Iteration 76Q: 3 clusters Score -1.484807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -14848095.000000 Penalty: 3780.075439
	Iteration 77Q: 3 clusters Score -1.48481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -14848078.000000 Penalty: 3780.075439
	Iteration 78Q: 3 clusters Score -1.484808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -14848046.000000 Penalty: 3780.075439
	Iteration 79Q: 3 clusters Score -1.484805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -14848060.000000 Penalty: 3780.075439
	Iteration 80F: 3 clusters Score -1.484806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -14848061.000000 Penalty: 3780.075439
	Iteration 81Q: 3 clusters Score -1.484806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -14848068.000000 Penalty: 3780.075439
	Iteration 82Q: 3 clusters Score -1.484807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -14848080.000000 Penalty: 3780.075439
	Iteration 83Q: 3 clusters Score -1.484808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -14848075.000000 Penalty: 3780.075439
	Iteration 84Q: 3 clusters Score -1.484808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -14848080.000000 Penalty: 3780.075439
	Iteration 85Q: 3 clusters Score -1.484808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -14848076.000000 Penalty: 3780.075439
	Iteration 86Q: 3 clusters Score -1.484808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -14848074.000000 Penalty: 3780.075439
	Iteration 87Q: 3 clusters Score -1.484807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -14848072.000000 Penalty: 3780.075439
	Iteration 88Q: 3 clusters Score -1.484807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -14848069.000000 Penalty: 3780.075439
	Iteration 89Q: 3 clusters Score -1.484807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -14848073.000000 Penalty: 3780.075439
	Iteration 90Q: 3 clusters Score -1.484807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -14848068.000000 Penalty: 3780.075439
	Iteration 91Q: 3 clusters Score -1.484807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -14848063.000000 Penalty: 3780.075439
	Iteration 92Q: 3 clusters Score -1.484806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -14848076.000000 Penalty: 3780.075439
	Iteration 93Q: 3 clusters Score -1.484808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -14848075.000000 Penalty: 3780.075439
	Iteration 94Q: 3 clusters Score -1.484808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -14848078.000000 Penalty: 3780.075439
	Iteration 95Q: 3 clusters Score -1.484808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -14848074.000000 Penalty: 3780.075439
	Iteration 96Q: 3 clusters Score -1.484807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -14848078.000000 Penalty: 3780.075439
	Iteration 97Q: 3 clusters Score -1.484808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -14848087.000000 Penalty: 3780.075439
	Iteration 98Q: 3 clusters Score -1.484809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -14848080.000000 Penalty: 3780.075439
	Iteration 99Q: 3 clusters Score -1.484808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -14848079.000000 Penalty: 3780.075439
	Iteration 100F: 3 clusters Score -1.484808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -14848084.000000 Penalty: 3780.075439
	Iteration 101Q: 3 clusters Score -1.484808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -14848085.000000 Penalty: 3780.075439
	Iteration 102Q: 3 clusters Score -1.484808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -14848084.000000 Penalty: 3780.075439
	Iteration 103Q: 3 clusters Score -1.484808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -14848084.000000 Penalty: 3780.075439
	Iteration 104F: 3 clusters Score -1.484808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 101054 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 88635 members 
Mstep: Class 30 contains 81 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 65902 members 
Entering Unmasked Estep 
Score: -127681192.000000 Penalty: 71843.617188
Splitting cluster 17 changes total score from -127671528.000000 to -127681192.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -590892.875000 Penalty: 1360.101074
	Iteration 0F: 2 clusters Score -590892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -587336.875000 Penalty: 2720.202148
	Iteration 0F: 3 clusters Score -587336.9 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -588267.187500 Penalty: 2720.202148
	Iteration 1F: 3 clusters Score -588267.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -588406.312500 Penalty: 2720.202148
	Iteration 2F: 3 clusters Score -588406.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -588476.875000 Penalty: 2720.202148
	Iteration 3Q: 3 clusters Score -588476.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -588543.812500 Penalty: 2720.202148
	Iteration 4Q: 3 clusters Score -588543.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -588597.562500 Penalty: 2720.202148
	Iteration 5Q: 3 clusters Score -588597.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -588633.437500 Penalty: 2720.202148
	Iteration 6Q: 3 clusters Score -588633.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -588671.375000 Penalty: 2720.202148
	Iteration 7Q: 3 clusters Score -588671.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -588700.437500 Penalty: 2720.202148
	Iteration 8Q: 3 clusters Score -588700.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -588722.125000 Penalty: 2720.202148
	Iteration 9Q: 3 clusters Score -588722.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -588742.625000 Penalty: 2720.202148
	Iteration 10Q: 3 clusters Score -588742.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -588768.375000 Penalty: 2720.202148
	Iteration 11Q: 3 clusters Score -588768.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -588809.812500 Penalty: 2720.202148
	Iteration 12Q: 3 clusters Score -588809.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -588850.625000 Penalty: 2720.202148
	Iteration 13Q: 3 clusters Score -588850.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -588894.625000 Penalty: 2720.202148
	Iteration 14Q: 3 clusters Score -588894.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -588945.375000 Penalty: 2720.202148
	Iteration 15Q: 3 clusters Score -588945.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -589002.562500 Penalty: 2720.202148
	Iteration 16Q: 3 clusters Score -589002.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -589060.312500 Penalty: 2720.202148
	Iteration 17Q: 3 clusters Score -589060.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -589116.437500 Penalty: 2720.202148
	Iteration 18Q: 3 clusters Score -589116.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -589175.500000 Penalty: 2720.202148
	Iteration 19Q: 3 clusters Score -589175.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -589233.125000 Penalty: 2720.202148
	Iteration 20F: 3 clusters Score -589233.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -589285.312500 Penalty: 2720.202148
	Iteration 21Q: 3 clusters Score -589285.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -589360.250000 Penalty: 2720.202148
	Iteration 22Q: 3 clusters Score -589360.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -589428.687500 Penalty: 2720.202148
	Iteration 23Q: 3 clusters Score -589428.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -589482.250000 Penalty: 2720.202148
	Iteration 24Q: 3 clusters Score -589482.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -589533.062500 Penalty: 2720.202148
	Iteration 25Q: 3 clusters Score -589533.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -589573.062500 Penalty: 2720.202148
	Iteration 26Q: 3 clusters Score -589573.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -589594.375000 Penalty: 2720.202148
	Iteration 27Q: 3 clusters Score -589594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -589610.375000 Penalty: 2720.202148
	Iteration 28Q: 3 clusters Score -589610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -589625.437500 Penalty: 2720.202148
	Iteration 29Q: 3 clusters Score -589625.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -589636.500000 Penalty: 2720.202148
	Iteration 30Q: 3 clusters Score -589636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -589649.000000 Penalty: 2720.202148
	Iteration 31Q: 3 clusters Score -589649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -589660.562500 Penalty: 2720.202148
	Iteration 32Q: 3 clusters Score -589660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -589667.562500 Penalty: 2720.202148
	Iteration 33Q: 3 clusters Score -589667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -589670.437500 Penalty: 2720.202148
	Iteration 34Q: 3 clusters Score -589670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -589671.375000 Penalty: 2720.202148
	Iteration 35Q: 3 clusters Score -589671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -589674.187500 Penalty: 2720.202148
	Iteration 36Q: 3 clusters Score -589674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -589675.125000 Penalty: 2720.202148
	Iteration 37Q: 3 clusters Score -589675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -589675.375000 Penalty: 2720.202148
	Iteration 38Q: 3 clusters Score -589675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -589676.250000 Penalty: 2720.202148
	Iteration 39Q: 3 clusters Score -589676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -589676.250000 Penalty: 2720.202148
	Iteration 40F: 3 clusters Score -589676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -1865223.875000 Penalty: 1559.473267
	Iteration 0F: 2 clusters Score -1865224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1854980.750000 Penalty: 3118.946533
	Iteration 0F: 3 clusters Score -1854981 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1858679.875000 Penalty: 3118.946533
	Iteration 1F: 3 clusters Score -1858680 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1859153.375000 Penalty: 3118.946533
	Iteration 2F: 3 clusters Score -1859153 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1859635.625000 Penalty: 3118.946533
	Iteration 3F: 3 clusters Score -1859636 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1860168.625000 Penalty: 3118.946533
	Iteration 4F: 3 clusters Score -1860169 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1860691.750000 Penalty: 3118.946533
	Iteration 5F: 3 clusters Score -1860692 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1861282.125000 Penalty: 3118.946533
	Iteration 6F: 3 clusters Score -1861282 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1861859.500000 Penalty: 3118.946533
	Iteration 7F: 3 clusters Score -1861860 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1862400.750000 Penalty: 3118.946533
	Iteration 8Q: 3 clusters Score -1862401 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1862825.625000 Penalty: 3118.946533
	Iteration 9Q: 3 clusters Score -1862826 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1863076.250000 Penalty: 3118.946533
	Iteration 10Q: 3 clusters Score -1863076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1863259.875000 Penalty: 3118.946533
	Iteration 11Q: 3 clusters Score -1863260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1863365.000000 Penalty: 3118.946533
	Iteration 12Q: 3 clusters Score -1863365 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1863442.250000 Penalty: 3118.946533
	Iteration 13Q: 3 clusters Score -1863442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1863523.625000 Penalty: 3118.946533
	Iteration 14Q: 3 clusters Score -1863524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1863604.125000 Penalty: 3118.946533
	Iteration 15Q: 3 clusters Score -1863604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1863658.750000 Penalty: 3118.946533
	Iteration 16Q: 3 clusters Score -1863659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1863703.125000 Penalty: 3118.946533
	Iteration 17Q: 3 clusters Score -1863703 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1863738.875000 Penalty: 3118.946533
	Iteration 18Q: 3 clusters Score -1863739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1863767.750000 Penalty: 3118.946533
	Iteration 19Q: 3 clusters Score -1863768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1863776.750000 Penalty: 3118.946533
	Iteration 20F: 3 clusters Score -1863777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1863791.250000 Penalty: 3118.946533
	Iteration 21Q: 3 clusters Score -1863791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1863809.500000 Penalty: 3118.946533
	Iteration 22Q: 3 clusters Score -1863810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1863823.750000 Penalty: 3118.946533
	Iteration 23Q: 3 clusters Score -1863824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1863831.625000 Penalty: 3118.946533
	Iteration 24Q: 3 clusters Score -1863832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1863847.625000 Penalty: 3118.946533
	Iteration 25Q: 3 clusters Score -1863848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1863850.875000 Penalty: 3118.946533
	Iteration 26Q: 3 clusters Score -1863851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1863863.125000 Penalty: 3118.946533
	Iteration 27Q: 3 clusters Score -1863863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1863872.500000 Penalty: 3118.946533
	Iteration 28Q: 3 clusters Score -1863872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1863884.000000 Penalty: 3118.946533
	Iteration 29Q: 3 clusters Score -1863884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1863897.875000 Penalty: 3118.946533
	Iteration 30Q: 3 clusters Score -1863898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1863906.750000 Penalty: 3118.946533
	Iteration 31Q: 3 clusters Score -1863907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1863919.750000 Penalty: 3118.946533
	Iteration 32Q: 3 clusters Score -1863920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1863924.125000 Penalty: 3118.946533
	Iteration 33Q: 3 clusters Score -1863924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1863932.125000 Penalty: 3118.946533
	Iteration 34Q: 3 clusters Score -1863932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1863934.625000 Penalty: 3118.946533
	Iteration 35Q: 3 clusters Score -1863935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1863936.625000 Penalty: 3118.946533
	Iteration 36Q: 3 clusters Score -1863937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1863942.250000 Penalty: 3118.946533
	Iteration 37Q: 3 clusters Score -1863942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1863949.875000 Penalty: 3118.946533
	Iteration 38Q: 3 clusters Score -1863950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1863953.750000 Penalty: 3118.946533
	Iteration 39Q: 3 clusters Score -1863954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1863961.375000 Penalty: 3118.946533
	Iteration 40F: 3 clusters Score -1863961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1863965.125000 Penalty: 3118.946533
	Iteration 41Q: 3 clusters Score -1863965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1863971.000000 Penalty: 3118.946533
	Iteration 42Q: 3 clusters Score -1863971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1863979.000000 Penalty: 3118.946533
	Iteration 43Q: 3 clusters Score -1863979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1863987.750000 Penalty: 3118.946533
	Iteration 44Q: 3 clusters Score -1863988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1863989.375000 Penalty: 3118.946533
	Iteration 45Q: 3 clusters Score -1863989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1863992.625000 Penalty: 3118.946533
	Iteration 46Q: 3 clusters Score -1863993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1863994.250000 Penalty: 3118.946533
	Iteration 47Q: 3 clusters Score -1863994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1863997.125000 Penalty: 3118.946533
	Iteration 48Q: 3 clusters Score -1863997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1864000.500000 Penalty: 3118.946533
	Iteration 49Q: 3 clusters Score -1864000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1864003.250000 Penalty: 3118.946533
	Iteration 50Q: 3 clusters Score -1864003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1864000.625000 Penalty: 3118.946533
	Iteration 51Q: 3 clusters Score -1864001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1864002.750000 Penalty: 3118.946533
	Iteration 52Q: 3 clusters Score -1864003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1864003.500000 Penalty: 3118.946533
	Iteration 53Q: 3 clusters Score -1864004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1864002.875000 Penalty: 3118.946533
	Iteration 54Q: 3 clusters Score -1864003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1864005.625000 Penalty: 3118.946533
	Iteration 55Q: 3 clusters Score -1864006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1864008.625000 Penalty: 3118.946533
	Iteration 56Q: 3 clusters Score -1864009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1864008.750000 Penalty: 3118.946533
	Iteration 57Q: 3 clusters Score -1864009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1864009.500000 Penalty: 3118.946533
	Iteration 58Q: 3 clusters Score -1864010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1864013.000000 Penalty: 3118.946533
	Iteration 59Q: 3 clusters Score -1864013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1864015.625000 Penalty: 3118.946533
	Iteration 60F: 3 clusters Score -1864016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1864015.250000 Penalty: 3118.946533
	Iteration 61Q: 3 clusters Score -1864015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1864019.625000 Penalty: 3118.946533
	Iteration 62Q: 3 clusters Score -1864020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1864023.625000 Penalty: 3118.946533
	Iteration 63Q: 3 clusters Score -1864024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1864023.625000 Penalty: 3118.946533
	Iteration 64Q: 3 clusters Score -1864024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1864027.500000 Penalty: 3118.946533
	Iteration 65Q: 3 clusters Score -1864028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1864030.875000 Penalty: 3118.946533
	Iteration 66Q: 3 clusters Score -1864031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1864042.000000 Penalty: 3118.946533
	Iteration 67Q: 3 clusters Score -1864042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1864042.875000 Penalty: 3118.946533
	Iteration 68Q: 3 clusters Score -1864043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1864047.375000 Penalty: 3118.946533
	Iteration 69Q: 3 clusters Score -1864047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1864052.000000 Penalty: 3118.946533
	Iteration 70Q: 3 clusters Score -1864052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1864056.750000 Penalty: 3118.946533
	Iteration 71Q: 3 clusters Score -1864057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1864060.000000 Penalty: 3118.946533
	Iteration 72Q: 3 clusters Score -1864060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1864062.125000 Penalty: 3118.946533
	Iteration 73Q: 3 clusters Score -1864062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1864067.000000 Penalty: 3118.946533
	Iteration 74Q: 3 clusters Score -1864067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1864067.250000 Penalty: 3118.946533
	Iteration 75Q: 3 clusters Score -1864067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1864067.625000 Penalty: 3118.946533
	Iteration 76Q: 3 clusters Score -1864068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1864069.125000 Penalty: 3118.946533
	Iteration 77Q: 3 clusters Score -1864069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1864069.750000 Penalty: 3118.946533
	Iteration 78Q: 3 clusters Score -1864070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1864069.750000 Penalty: 3118.946533
	Iteration 79F: 3 clusters Score -1864070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Entering Unmasked Estep 
Score: -13419749.000000 Penalty: 1872.554199
	Iteration 0F: 2 clusters Score -1.341975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -13365928.000000 Penalty: 3745.108398
	Iteration 0F: 3 clusters Score -1.336593e+07 nChanged 48510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -13394473.000000 Penalty: 3745.108398
	Iteration 1F: 3 clusters Score -1.339447e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -13395996.000000 Penalty: 3745.108398
	Iteration 2Q: 3 clusters Score -1.3396e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -13398467.000000 Penalty: 3745.108398
	Iteration 3F: 3 clusters Score -1.339847e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -13401772.000000 Penalty: 3745.108398
	Iteration 4F: 3 clusters Score -1.340177e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -13405899.000000 Penalty: 3745.108398
	Iteration 5F: 3 clusters Score -1.34059e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -13410261.000000 Penalty: 3745.108398
	Iteration 6F: 3 clusters Score -1.341026e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -13413297.000000 Penalty: 3745.108398
	Iteration 7F: 3 clusters Score -1.34133e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -13414508.000000 Penalty: 3745.108398
	Iteration 8Q: 3 clusters Score -1.341451e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -13414840.000000 Penalty: 3745.108398
	Iteration 9Q: 3 clusters Score -1.341484e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -13415107.000000 Penalty: 3745.108398
	Iteration 10Q: 3 clusters Score -1.341511e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -13415336.000000 Penalty: 3745.108398
	Iteration 11Q: 3 clusters Score -1.341534e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -13415491.000000 Penalty: 3745.108398
	Iteration 12Q: 3 clusters Score -1.341549e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -13415720.000000 Penalty: 3745.108398
	Iteration 13Q: 3 clusters Score -1.341572e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -13415968.000000 Penalty: 3745.108398
	Iteration 14Q: 3 clusters Score -1.341597e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -13416378.000000 Penalty: 3745.108398
	Iteration 15Q: 3 clusters Score -1.341638e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -13416835.000000 Penalty: 3745.108398
	Iteration 16Q: 3 clusters Score -1.341684e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -13417164.000000 Penalty: 3745.108398
	Iteration 17Q: 3 clusters Score -1.341716e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -13417638.000000 Penalty: 3745.108398
	Iteration 18Q: 3 clusters Score -1.341764e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -13418154.000000 Penalty: 3745.108398
	Iteration 19Q: 3 clusters Score -1.341815e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -13418780.000000 Penalty: 3745.108398
	Iteration 20F: 3 clusters Score -1.341878e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -13419517.000000 Penalty: 3745.108398
	Iteration 21Q: 3 clusters Score -1.341952e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -13420264.000000 Penalty: 3745.108398
	Iteration 22Q: 3 clusters Score -1.342026e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -13420839.000000 Penalty: 3745.108398
	Iteration 23Q: 3 clusters Score -1.342084e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -13421498.000000 Penalty: 3745.108398
	Iteration 24Q: 3 clusters Score -1.34215e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -13422133.000000 Penalty: 3745.108398
	Iteration 25Q: 3 clusters Score -1.342213e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -13422654.000000 Penalty: 3745.108398
	Iteration 26Q: 3 clusters Score -1.342265e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -13423270.000000 Penalty: 3745.108398
	Iteration 27Q: 3 clusters Score -1.342327e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -13423758.000000 Penalty: 3745.108398
	Iteration 28Q: 3 clusters Score -1.342376e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -13424096.000000 Penalty: 3745.108398
	Iteration 29Q: 3 clusters Score -1.34241e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -13424517.000000 Penalty: 3745.108398
	Iteration 30Q: 3 clusters Score -1.342452e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -13424894.000000 Penalty: 3745.108398
	Iteration 31Q: 3 clusters Score -1.342489e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -13425275.000000 Penalty: 3745.108398
	Iteration 32Q: 3 clusters Score -1.342528e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -13425583.000000 Penalty: 3745.108398
	Iteration 33Q: 3 clusters Score -1.342558e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -13425692.000000 Penalty: 3745.108398
	Iteration 34Q: 3 clusters Score -1.342569e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -13425967.000000 Penalty: 3745.108398
	Iteration 35Q: 3 clusters Score -1.342597e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -13426111.000000 Penalty: 3745.108398
	Iteration 36Q: 3 clusters Score -1.342611e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -13426191.000000 Penalty: 3745.108398
	Iteration 37Q: 3 clusters Score -1.342619e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -13426344.000000 Penalty: 3745.108398
	Iteration 38Q: 3 clusters Score -1.342634e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -13426403.000000 Penalty: 3745.108398
	Iteration 39Q: 3 clusters Score -1.34264e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -13426593.000000 Penalty: 3745.108398
	Iteration 40F: 3 clusters Score -1.342659e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -13426788.000000 Penalty: 3745.108398
	Iteration 41Q: 3 clusters Score -1.342679e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -13426933.000000 Penalty: 3745.108398
	Iteration 42Q: 3 clusters Score -1.342693e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -13427000.000000 Penalty: 3745.108398
	Iteration 43Q: 3 clusters Score -1.3427e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -13427028.000000 Penalty: 3745.108398
	Iteration 44Q: 3 clusters Score -1.342703e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -13427067.000000 Penalty: 3745.108398
	Iteration 45Q: 3 clusters Score -1.342707e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -13427104.000000 Penalty: 3745.108398
	Iteration 46Q: 3 clusters Score -1.34271e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -13427111.000000 Penalty: 3745.108398
	Iteration 47Q: 3 clusters Score -1.342711e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -13427153.000000 Penalty: 3745.108398
	Iteration 48Q: 3 clusters Score -1.342715e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -13427195.000000 Penalty: 3745.108398
	Iteration 49Q: 3 clusters Score -1.34272e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -13427201.000000 Penalty: 3745.108398
	Iteration 50Q: 3 clusters Score -1.34272e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -13427171.000000 Penalty: 3745.108398
	Iteration 51Q: 3 clusters Score -1.342717e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -13427198.000000 Penalty: 3745.108398
	Iteration 52Q: 3 clusters Score -1.34272e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -13427231.000000 Penalty: 3745.108398
	Iteration 53Q: 3 clusters Score -1.342723e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -13427242.000000 Penalty: 3745.108398
	Iteration 54Q: 3 clusters Score -1.342724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -13427286.000000 Penalty: 3745.108398
	Iteration 55Q: 3 clusters Score -1.342729e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -13427288.000000 Penalty: 3745.108398
	Iteration 56Q: 3 clusters Score -1.342729e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -13427296.000000 Penalty: 3745.108398
	Iteration 57Q: 3 clusters Score -1.34273e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -13427302.000000 Penalty: 3745.108398
	Iteration 58Q: 3 clusters Score -1.34273e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -13427326.000000 Penalty: 3745.108398
	Iteration 59Q: 3 clusters Score -1.342733e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -13427317.000000 Penalty: 3745.108398
	Iteration 60F: 3 clusters Score -1.342732e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -13427320.000000 Penalty: 3745.108398
	Iteration 61Q: 3 clusters Score -1.342732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -13427319.000000 Penalty: 3745.108398
	Iteration 62Q: 3 clusters Score -1.342732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -13427323.000000 Penalty: 3745.108398
	Iteration 63Q: 3 clusters Score -1.342732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -13427319.000000 Penalty: 3745.108398
	Iteration 64Q: 3 clusters Score -1.342732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -13427318.000000 Penalty: 3745.108398
	Iteration 65Q: 3 clusters Score -1.342732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -13427311.000000 Penalty: 3745.108398
	Iteration 66Q: 3 clusters Score -1.342731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -13427306.000000 Penalty: 3745.108398
	Iteration 67Q: 3 clusters Score -1.342731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -13427313.000000 Penalty: 3745.108398
	Iteration 68Q: 3 clusters Score -1.342731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -13427329.000000 Penalty: 3745.108398
	Iteration 69Q: 3 clusters Score -1.342733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -13427314.000000 Penalty: 3745.108398
	Iteration 70Q: 3 clusters Score -1.342731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -13427322.000000 Penalty: 3745.108398
	Iteration 71Q: 3 clusters Score -1.342732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -13427340.000000 Penalty: 3745.108398
	Iteration 72Q: 3 clusters Score -1.342734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -13427334.000000 Penalty: 3745.108398
	Iteration 73Q: 3 clusters Score -1.342733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -13427328.000000 Penalty: 3745.108398
	Iteration 74Q: 3 clusters Score -1.342733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -13427335.000000 Penalty: 3745.108398
	Iteration 75Q: 3 clusters Score -1.342734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -13427332.000000 Penalty: 3745.108398
	Iteration 76Q: 3 clusters Score -1.342733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -13427329.000000 Penalty: 3745.108398
	Iteration 77Q: 3 clusters Score -1.342733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -13427337.000000 Penalty: 3745.108398
	Iteration 78Q: 3 clusters Score -1.342734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -13427344.000000 Penalty: 3745.108398
	Iteration 79Q: 3 clusters Score -1.342734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -13427350.000000 Penalty: 3745.108398
	Iteration 80F: 3 clusters Score -1.342735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -13427348.000000 Penalty: 3745.108398
	Iteration 81Q: 3 clusters Score -1.342735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -13427350.000000 Penalty: 3745.108398
	Iteration 82Q: 3 clusters Score -1.342735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -13427354.000000 Penalty: 3745.108398
	Iteration 83Q: 3 clusters Score -1.342735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -13427354.000000 Penalty: 3745.108398
	Iteration 84Q: 3 clusters Score -1.342735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -13427360.000000 Penalty: 3745.108398
	Iteration 85Q: 3 clusters Score -1.342736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -13427360.000000 Penalty: 3745.108398
	Iteration 86F: 3 clusters Score -1.342736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 47483 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 4173 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 88635 members 
Mstep: Class 30 contains 81 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 65902 members 
Mstep: Class 33 contains 53571 members 
Entering Unmasked Estep 
Score: -127689728.000000 Penalty: 74088.726562
Splitting cluster 20 changes total score from -127671528.000000 to -127689728.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -150854.890625 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -150854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -149215.046875 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -149215 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -149777.312500 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -149777.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150027.125000 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -150027.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -150282.953125 Penalty: 2350.403320
	Iteration 3F: 3 clusters Score -150283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150474.359375 Penalty: 2350.403320
	Iteration 4F: 3 clusters Score -150474.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -150572.171875 Penalty: 2350.403320
	Iteration 5F: 3 clusters Score -150572.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -150640.984375 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -150641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -150683.734375 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -150683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150696.093750 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -150696.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -150700.796875 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -150700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -150704.750000 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -150704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -150707.125000 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -150707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -150707.125000 Penalty: 2350.403320
	Iteration 12F: 3 clusters Score -150707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Entering Unmasked Estep 
Score: -9271701.000000 Penalty: 1814.339722
	Iteration 0F: 2 clusters Score -9271701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -9225719.000000 Penalty: 3628.679443
	Iteration 0F: 3 clusters Score -9225719 nChanged 33507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9244823.000000 Penalty: 3628.679443
	Iteration 1F: 3 clusters Score -9244823 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -9245443.000000 Penalty: 3628.679443
	Iteration 2Q: 3 clusters Score -9245443 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -9246324.000000 Penalty: 3628.679443
	Iteration 3Q: 3 clusters Score -9246324 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -9247609.000000 Penalty: 3628.679443
	Iteration 4Q: 3 clusters Score -9247609 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -9249495.000000 Penalty: 3628.679443
	Iteration 5Q: 3 clusters Score -9249495 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -9251956.000000 Penalty: 3628.679443
	Iteration 6F: 3 clusters Score -9251956 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -9254919.000000 Penalty: 3628.679443
	Iteration 7F: 3 clusters Score -9254919 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -9258153.000000 Penalty: 3628.679443
	Iteration 8F: 3 clusters Score -9258153 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -9261246.000000 Penalty: 3628.679443
	Iteration 9F: 3 clusters Score -9261246 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -9263489.000000 Penalty: 3628.679443
	Iteration 10Q: 3 clusters Score -9263489 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -9264876.000000 Penalty: 3628.679443
	Iteration 11Q: 3 clusters Score -9264876 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -9265726.000000 Penalty: 3628.679443
	Iteration 12Q: 3 clusters Score -9265726 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -9266346.000000 Penalty: 3628.679443
	Iteration 13Q: 3 clusters Score -9266346 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -9266931.000000 Penalty: 3628.679443
	Iteration 14Q: 3 clusters Score -9266931 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -9267439.000000 Penalty: 3628.679443
	Iteration 15Q: 3 clusters Score -9267439 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -9267830.000000 Penalty: 3628.679443
	Iteration 16Q: 3 clusters Score -9267830 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -9268179.000000 Penalty: 3628.679443
	Iteration 17Q: 3 clusters Score -9268179 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -9268457.000000 Penalty: 3628.679443
	Iteration 18Q: 3 clusters Score -9268457 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -9268634.000000 Penalty: 3628.679443
	Iteration 19Q: 3 clusters Score -9268634 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -9268812.000000 Penalty: 3628.679443
	Iteration 20F: 3 clusters Score -9268812 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -9268968.000000 Penalty: 3628.679443
	Iteration 21Q: 3 clusters Score -9268968 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -9269070.000000 Penalty: 3628.679443
	Iteration 22Q: 3 clusters Score -9269070 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -9269169.000000 Penalty: 3628.679443
	Iteration 23Q: 3 clusters Score -9269169 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9269341.000000 Penalty: 3628.679443
	Iteration 24Q: 3 clusters Score -9269341 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -9269454.000000 Penalty: 3628.679443
	Iteration 25Q: 3 clusters Score -9269454 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -9269534.000000 Penalty: 3628.679443
	Iteration 26Q: 3 clusters Score -9269534 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9269581.000000 Penalty: 3628.679443
	Iteration 27Q: 3 clusters Score -9269581 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9269666.000000 Penalty: 3628.679443
	Iteration 28Q: 3 clusters Score -9269666 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -9269697.000000 Penalty: 3628.679443
	Iteration 29Q: 3 clusters Score -9269697 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9269712.000000 Penalty: 3628.679443
	Iteration 30Q: 3 clusters Score -9269712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9269731.000000 Penalty: 3628.679443
	Iteration 31Q: 3 clusters Score -9269731 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -9269759.000000 Penalty: 3628.679443
	Iteration 32Q: 3 clusters Score -9269759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9269790.000000 Penalty: 3628.679443
	Iteration 33Q: 3 clusters Score -9269790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9269834.000000 Penalty: 3628.679443
	Iteration 34Q: 3 clusters Score -9269834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9269853.000000 Penalty: 3628.679443
	Iteration 35Q: 3 clusters Score -9269853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9269860.000000 Penalty: 3628.679443
	Iteration 36Q: 3 clusters Score -9269860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9269873.000000 Penalty: 3628.679443
	Iteration 37Q: 3 clusters Score -9269873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9269879.000000 Penalty: 3628.679443
	Iteration 38Q: 3 clusters Score -9269879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9269888.000000 Penalty: 3628.679443
	Iteration 39Q: 3 clusters Score -9269888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9269886.000000 Penalty: 3628.679443
	Iteration 40F: 3 clusters Score -9269886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9269883.000000 Penalty: 3628.679443
	Iteration 41Q: 3 clusters Score -9269883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9269897.000000 Penalty: 3628.679443
	Iteration 42Q: 3 clusters Score -9269897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9269925.000000 Penalty: 3628.679443
	Iteration 43Q: 3 clusters Score -9269925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9269933.000000 Penalty: 3628.679443
	Iteration 44Q: 3 clusters Score -9269933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9269935.000000 Penalty: 3628.679443
	Iteration 45Q: 3 clusters Score -9269935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9269944.000000 Penalty: 3628.679443
	Iteration 46Q: 3 clusters Score -9269944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9269943.000000 Penalty: 3628.679443
	Iteration 47Q: 3 clusters Score -9269943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9269945.000000 Penalty: 3628.679443
	Iteration 48Q: 3 clusters Score -9269945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9269940.000000 Penalty: 3628.679443
	Iteration 49Q: 3 clusters Score -9269940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9269946.000000 Penalty: 3628.679443
	Iteration 50Q: 3 clusters Score -9269946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9269955.000000 Penalty: 3628.679443
	Iteration 51Q: 3 clusters Score -9269955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9269956.000000 Penalty: 3628.679443
	Iteration 52Q: 3 clusters Score -9269956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9269962.000000 Penalty: 3628.679443
	Iteration 53Q: 3 clusters Score -9269962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9269967.000000 Penalty: 3628.679443
	Iteration 54Q: 3 clusters Score -9269967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9269981.000000 Penalty: 3628.679443
	Iteration 55Q: 3 clusters Score -9269981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9269984.000000 Penalty: 3628.679443
	Iteration 56Q: 3 clusters Score -9269984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9269984.000000 Penalty: 3628.679443
	Iteration 57Q: 3 clusters Score -9269984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9269987.000000 Penalty: 3628.679443
	Iteration 58Q: 3 clusters Score -9269987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9269993.000000 Penalty: 3628.679443
	Iteration 59Q: 3 clusters Score -9269993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9269993.000000 Penalty: 3628.679443
	Iteration 60F: 3 clusters Score -9269993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9270001.000000 Penalty: 3628.679443
	Iteration 61Q: 3 clusters Score -9270001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9270003.000000 Penalty: 3628.679443
	Iteration 62Q: 3 clusters Score -9270003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9270007.000000 Penalty: 3628.679443
	Iteration 63Q: 3 clusters Score -9270007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9270016.000000 Penalty: 3628.679443
	Iteration 64Q: 3 clusters Score -9270016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9270020.000000 Penalty: 3628.679443
	Iteration 65Q: 3 clusters Score -9270020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9270007.000000 Penalty: 3628.679443
	Iteration 66Q: 3 clusters Score -9270007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9270009.000000 Penalty: 3628.679443
	Iteration 67Q: 3 clusters Score -9270009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9270021.000000 Penalty: 3628.679443
	Iteration 68Q: 3 clusters Score -9270021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9270025.000000 Penalty: 3628.679443
	Iteration 69Q: 3 clusters Score -9270025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9270018.000000 Penalty: 3628.679443
	Iteration 70Q: 3 clusters Score -9270018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9270023.000000 Penalty: 3628.679443
	Iteration 71Q: 3 clusters Score -9270023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9270016.000000 Penalty: 3628.679443
	Iteration 72Q: 3 clusters Score -9270016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9270016.000000 Penalty: 3628.679443
	Iteration 73Q: 3 clusters Score -9270016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9270019.000000 Penalty: 3628.679443
	Iteration 74Q: 3 clusters Score -9270019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9270016.000000 Penalty: 3628.679443
	Iteration 75Q: 3 clusters Score -9270016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9270012.000000 Penalty: 3628.679443
	Iteration 76Q: 3 clusters Score -9270012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9270004.000000 Penalty: 3628.679443
	Iteration 77Q: 3 clusters Score -9270004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9270004.000000 Penalty: 3628.679443
	Iteration 78Q: 3 clusters Score -9270004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9270006.000000 Penalty: 3628.679443
	Iteration 79Q: 3 clusters Score -9270006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9270006.000000 Penalty: 3628.679443
	Iteration 80F: 3 clusters Score -9270006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -518890.562500 Penalty: 1354.663452
	Iteration 0F: 2 clusters Score -518890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -515430.656250 Penalty: 2709.326904
	Iteration 0F: 3 clusters Score -515430.7 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -516345.656250 Penalty: 2709.326904
	Iteration 1F: 3 clusters Score -516345.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -516602.781250 Penalty: 2709.326904
	Iteration 2F: 3 clusters Score -516602.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -516818.343750 Penalty: 2709.326904
	Iteration 3F: 3 clusters Score -516818.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -517061.218750 Penalty: 2709.326904
	Iteration 4F: 3 clusters Score -517061.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -517341.875000 Penalty: 2709.326904
	Iteration 5F: 3 clusters Score -517341.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -517586.437500 Penalty: 2709.326904
	Iteration 6F: 3 clusters Score -517586.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -517736.625000 Penalty: 2709.326904
	Iteration 7Q: 3 clusters Score -517736.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -517839.750000 Penalty: 2709.326904
	Iteration 8Q: 3 clusters Score -517839.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -517940.531250 Penalty: 2709.326904
	Iteration 9Q: 3 clusters Score -517940.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -518025.875000 Penalty: 2709.326904
	Iteration 10Q: 3 clusters Score -518025.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -518127.812500 Penalty: 2709.326904
	Iteration 11Q: 3 clusters Score -518127.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -518238.937500 Penalty: 2709.326904
	Iteration 12Q: 3 clusters Score -518238.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -518389.250000 Penalty: 2709.326904
	Iteration 13Q: 3 clusters Score -518389.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -518568.531250 Penalty: 2709.326904
	Iteration 14Q: 3 clusters Score -518568.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -518742.000000 Penalty: 2709.326904
	Iteration 15Q: 3 clusters Score -518742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -518854.375000 Penalty: 2709.326904
	Iteration 16Q: 3 clusters Score -518854.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -518949.156250 Penalty: 2709.326904
	Iteration 17Q: 3 clusters Score -518949.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -519051.812500 Penalty: 2709.326904
	Iteration 18Q: 3 clusters Score -519051.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -519179.781250 Penalty: 2709.326904
	Iteration 19Q: 3 clusters Score -519179.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -519292.375000 Penalty: 2709.326904
	Iteration 20F: 3 clusters Score -519292.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -519361.406250 Penalty: 2709.326904
	Iteration 21Q: 3 clusters Score -519361.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -519389.375000 Penalty: 2709.326904
	Iteration 22Q: 3 clusters Score -519389.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -519405.875000 Penalty: 2709.326904
	Iteration 23Q: 3 clusters Score -519405.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -519412.968750 Penalty: 2709.326904
	Iteration 24Q: 3 clusters Score -519413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -519421.468750 Penalty: 2709.326904
	Iteration 25Q: 3 clusters Score -519421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -519423.656250 Penalty: 2709.326904
	Iteration 26Q: 3 clusters Score -519423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -519426.000000 Penalty: 2709.326904
	Iteration 27Q: 3 clusters Score -519426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -519429.031250 Penalty: 2709.326904
	Iteration 28Q: 3 clusters Score -519429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -519429.937500 Penalty: 2709.326904
	Iteration 29Q: 3 clusters Score -519429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -519429.625000 Penalty: 2709.326904
	Iteration 30Q: 3 clusters Score -519429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -519429.937500 Penalty: 2709.326904
	Iteration 31Q: 3 clusters Score -519429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -519429.593750 Penalty: 2709.326904
	Iteration 32Q: 3 clusters Score -519429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -519429.593750 Penalty: 2709.326904
	Iteration 33F: 3 clusters Score -519429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 47483 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 88635 members 
Mstep: Class 30 contains 81 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 65902 members 
Mstep: Class 33 contains 53571 members 
Mstep: Class 34 contains 1867 members 
Entering Unmasked Estep 
Score: -127689408.000000 Penalty: 76333.843750
Splitting cluster 23 changes total score from -127671528.000000 to -127689408.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1100893.875000 Penalty: 1472.454834
	Iteration 0F: 2 clusters Score -1100894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1094654.625000 Penalty: 2944.909668
	Iteration 0F: 3 clusters Score -1094655 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1096690.500000 Penalty: 2944.909668
	Iteration 1F: 3 clusters Score -1096690 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1097044.875000 Penalty: 2944.909668
	Iteration 2F: 3 clusters Score -1097045 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1097348.375000 Penalty: 2944.909668
	Iteration 3F: 3 clusters Score -1097348 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1097625.375000 Penalty: 2944.909668
	Iteration 4F: 3 clusters Score -1097625 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1097921.625000 Penalty: 2944.909668
	Iteration 5F: 3 clusters Score -1097922 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1098279.250000 Penalty: 2944.909668
	Iteration 6F: 3 clusters Score -1098279 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1098638.375000 Penalty: 2944.909668
	Iteration 7F: 3 clusters Score -1098638 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1098950.375000 Penalty: 2944.909668
	Iteration 8Q: 3 clusters Score -1098950 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1099214.125000 Penalty: 2944.909668
	Iteration 9Q: 3 clusters Score -1099214 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1099472.750000 Penalty: 2944.909668
	Iteration 10Q: 3 clusters Score -1099473 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1099687.250000 Penalty: 2944.909668
	Iteration 11Q: 3 clusters Score -1099687 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1099889.250000 Penalty: 2944.909668
	Iteration 12Q: 3 clusters Score -1099889 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1099984.250000 Penalty: 2944.909668
	Iteration 13Q: 3 clusters Score -1099984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1100049.625000 Penalty: 2944.909668
	Iteration 14Q: 3 clusters Score -1100050 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1100088.625000 Penalty: 2944.909668
	Iteration 15Q: 3 clusters Score -1100089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1100115.500000 Penalty: 2944.909668
	Iteration 16Q: 3 clusters Score -1100116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1100128.875000 Penalty: 2944.909668
	Iteration 17Q: 3 clusters Score -1100129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1100145.750000 Penalty: 2944.909668
	Iteration 18Q: 3 clusters Score -1100146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1100149.625000 Penalty: 2944.909668
	Iteration 19Q: 3 clusters Score -1100150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1100154.250000 Penalty: 2944.909668
	Iteration 20F: 3 clusters Score -1100154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1100158.125000 Penalty: 2944.909668
	Iteration 21Q: 3 clusters Score -1100158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1100160.000000 Penalty: 2944.909668
	Iteration 22Q: 3 clusters Score -1100160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1100163.375000 Penalty: 2944.909668
	Iteration 23Q: 3 clusters Score -1100163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1100167.500000 Penalty: 2944.909668
	Iteration 24Q: 3 clusters Score -1100168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1100168.875000 Penalty: 2944.909668
	Iteration 25Q: 3 clusters Score -1100169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1100169.875000 Penalty: 2944.909668
	Iteration 26Q: 3 clusters Score -1100170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1100169.750000 Penalty: 2944.909668
	Iteration 27Q: 3 clusters Score -1100170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1100169.750000 Penalty: 2944.909668
	Iteration 28F: 3 clusters Score -1100170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (67333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Entering Unmasked Estep 
Score: -8912327.000000 Penalty: 1806.578491
	Iteration 0F: 2 clusters Score -8912327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -8869264.000000 Penalty: 3613.156982
	Iteration 0F: 3 clusters Score -8869264 nChanged 31805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -8887422.000000 Penalty: 3613.156982
	Iteration 1F: 3 clusters Score -8887422 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -8888423.000000 Penalty: 3613.156982
	Iteration 2Q: 3 clusters Score -8888423 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8890383.000000 Penalty: 3613.156982
	Iteration 3F: 3 clusters Score -8890383 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8893718.000000 Penalty: 3613.156982
	Iteration 4F: 3 clusters Score -8893718 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8898468.000000 Penalty: 3613.156982
	Iteration 5F: 3 clusters Score -8898468 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -8903396.000000 Penalty: 3613.156982
	Iteration 6F: 3 clusters Score -8903396 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -8906914.000000 Penalty: 3613.156982
	Iteration 7F: 3 clusters Score -8906914 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -8908607.000000 Penalty: 3613.156982
	Iteration 8Q: 3 clusters Score -8908607 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -8909442.000000 Penalty: 3613.156982
	Iteration 9Q: 3 clusters Score -8909442 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -8909853.000000 Penalty: 3613.156982
	Iteration 10Q: 3 clusters Score -8909853 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -8910226.000000 Penalty: 3613.156982
	Iteration 11Q: 3 clusters Score -8910226 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -8910629.000000 Penalty: 3613.156982
	Iteration 12Q: 3 clusters Score -8910629 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -8910883.000000 Penalty: 3613.156982
	Iteration 13Q: 3 clusters Score -8910883 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -8911084.000000 Penalty: 3613.156982
	Iteration 14Q: 3 clusters Score -8911084 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -8911301.000000 Penalty: 3613.156982
	Iteration 15Q: 3 clusters Score -8911301 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -8911497.000000 Penalty: 3613.156982
	Iteration 16Q: 3 clusters Score -8911497 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -8911644.000000 Penalty: 3613.156982
	Iteration 17Q: 3 clusters Score -8911644 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -8911702.000000 Penalty: 3613.156982
	Iteration 18Q: 3 clusters Score -8911702 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -8911724.000000 Penalty: 3613.156982
	Iteration 19Q: 3 clusters Score -8911724 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -8911691.000000 Penalty: 3613.156982
	Iteration 20F: 3 clusters Score -8911691 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -8911736.000000 Penalty: 3613.156982
	Iteration 21Q: 3 clusters Score -8911736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -8911715.000000 Penalty: 3613.156982
	Iteration 22Q: 3 clusters Score -8911715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -8911715.000000 Penalty: 3613.156982
	Iteration 23Q: 3 clusters Score -8911715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -8911681.000000 Penalty: 3613.156982
	Iteration 24Q: 3 clusters Score -8911681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -8911683.000000 Penalty: 3613.156982
	Iteration 25Q: 3 clusters Score -8911683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -8911652.000000 Penalty: 3613.156982
	Iteration 26Q: 3 clusters Score -8911652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -8911651.000000 Penalty: 3613.156982
	Iteration 27Q: 3 clusters Score -8911651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -8911649.000000 Penalty: 3613.156982
	Iteration 28Q: 3 clusters Score -8911649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -8911652.000000 Penalty: 3613.156982
	Iteration 29Q: 3 clusters Score -8911652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -8911648.000000 Penalty: 3613.156982
	Iteration 30Q: 3 clusters Score -8911648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -8911660.000000 Penalty: 3613.156982
	Iteration 31Q: 3 clusters Score -8911660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -8911661.000000 Penalty: 3613.156982
	Iteration 32Q: 3 clusters Score -8911661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -8911654.000000 Penalty: 3613.156982
	Iteration 33Q: 3 clusters Score -8911654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8911638.000000 Penalty: 3613.156982
	Iteration 34Q: 3 clusters Score -8911638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -8911631.000000 Penalty: 3613.156982
	Iteration 35Q: 3 clusters Score -8911631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -8911630.000000 Penalty: 3613.156982
	Iteration 36Q: 3 clusters Score -8911630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -8911632.000000 Penalty: 3613.156982
	Iteration 37Q: 3 clusters Score -8911632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -8911633.000000 Penalty: 3613.156982
	Iteration 38Q: 3 clusters Score -8911633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -8911639.000000 Penalty: 3613.156982
	Iteration 39Q: 3 clusters Score -8911639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -8911634.000000 Penalty: 3613.156982
	Iteration 40F: 3 clusters Score -8911634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -8911633.000000 Penalty: 3613.156982
	Iteration 41Q: 3 clusters Score -8911633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -8911632.000000 Penalty: 3613.156982
	Iteration 42Q: 3 clusters Score -8911632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -8911627.000000 Penalty: 3613.156982
	Iteration 43Q: 3 clusters Score -8911627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -8911632.000000 Penalty: 3613.156982
	Iteration 44Q: 3 clusters Score -8911632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -8911633.000000 Penalty: 3613.156982
	Iteration 45Q: 3 clusters Score -8911633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -8911637.000000 Penalty: 3613.156982
	Iteration 46Q: 3 clusters Score -8911637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -8911645.000000 Penalty: 3613.156982
	Iteration 47Q: 3 clusters Score -8911645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -8911639.000000 Penalty: 3613.156982
	Iteration 48Q: 3 clusters Score -8911639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -8911639.000000 Penalty: 3613.156982
	Iteration 49Q: 3 clusters Score -8911639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -8911638.000000 Penalty: 3613.156982
	Iteration 50Q: 3 clusters Score -8911638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -8911642.000000 Penalty: 3613.156982
	Iteration 51Q: 3 clusters Score -8911642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -8911632.000000 Penalty: 3613.156982
	Iteration 52Q: 3 clusters Score -8911632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -8911639.000000 Penalty: 3613.156982
	Iteration 53Q: 3 clusters Score -8911639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -8911631.000000 Penalty: 3613.156982
	Iteration 54Q: 3 clusters Score -8911631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -8911635.000000 Penalty: 3613.156982
	Iteration 55Q: 3 clusters Score -8911635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -8911628.000000 Penalty: 3613.156982
	Iteration 56Q: 3 clusters Score -8911628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -8911627.000000 Penalty: 3613.156982
	Iteration 57Q: 3 clusters Score -8911627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -8911630.000000 Penalty: 3613.156982
	Iteration 58Q: 3 clusters Score -8911630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -8911629.000000 Penalty: 3613.156982
	Iteration 59Q: 3 clusters Score -8911629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -8911629.000000 Penalty: 3613.156982
	Iteration 60F: 3 clusters Score -8911629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1170265.000000 Penalty: 1487.332764
	Iteration 0F: 2 clusters Score -1170265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1163500.625000 Penalty: 2974.665527
	Iteration 0F: 3 clusters Score -1163501 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1165765.000000 Penalty: 2974.665527
	Iteration 1F: 3 clusters Score -1165765 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1166111.625000 Penalty: 2974.665527
	Iteration 2F: 3 clusters Score -1166112 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1166457.875000 Penalty: 2974.665527
	Iteration 3F: 3 clusters Score -1166458 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1166815.375000 Penalty: 2974.665527
	Iteration 4F: 3 clusters Score -1166815 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1167172.750000 Penalty: 2974.665527
	Iteration 5F: 3 clusters Score -1167173 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1167542.250000 Penalty: 2974.665527
	Iteration 6F: 3 clusters Score -1167542 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1167896.625000 Penalty: 2974.665527
	Iteration 7F: 3 clusters Score -1167897 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1168177.375000 Penalty: 2974.665527
	Iteration 8Q: 3 clusters Score -1168177 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1168402.625000 Penalty: 2974.665527
	Iteration 9Q: 3 clusters Score -1168403 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1168616.875000 Penalty: 2974.665527
	Iteration 10Q: 3 clusters Score -1168617 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1168801.375000 Penalty: 2974.665527
	Iteration 11Q: 3 clusters Score -1168801 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1168941.250000 Penalty: 2974.665527
	Iteration 12Q: 3 clusters Score -1168941 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1169048.625000 Penalty: 2974.665527
	Iteration 13Q: 3 clusters Score -1169049 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1169141.000000 Penalty: 2974.665527
	Iteration 14Q: 3 clusters Score -1169141 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1169220.125000 Penalty: 2974.665527
	Iteration 15Q: 3 clusters Score -1169220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1169268.750000 Penalty: 2974.665527
	Iteration 16Q: 3 clusters Score -1169269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1169299.625000 Penalty: 2974.665527
	Iteration 17Q: 3 clusters Score -1169300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1169316.500000 Penalty: 2974.665527
	Iteration 18Q: 3 clusters Score -1169316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1169321.625000 Penalty: 2974.665527
	Iteration 19Q: 3 clusters Score -1169322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1169330.875000 Penalty: 2974.665527
	Iteration 20F: 3 clusters Score -1169331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1169337.500000 Penalty: 2974.665527
	Iteration 21Q: 3 clusters Score -1169338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1169341.375000 Penalty: 2974.665527
	Iteration 22Q: 3 clusters Score -1169341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1169347.000000 Penalty: 2974.665527
	Iteration 23Q: 3 clusters Score -1169347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1169349.500000 Penalty: 2974.665527
	Iteration 24Q: 3 clusters Score -1169350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1169356.625000 Penalty: 2974.665527
	Iteration 25Q: 3 clusters Score -1169357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1169356.125000 Penalty: 2974.665527
	Iteration 26Q: 3 clusters Score -1169356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1169360.375000 Penalty: 2974.665527
	Iteration 27Q: 3 clusters Score -1169360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1169363.625000 Penalty: 2974.665527
	Iteration 28Q: 3 clusters Score -1169364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1169366.875000 Penalty: 2974.665527
	Iteration 29Q: 3 clusters Score -1169367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1169368.625000 Penalty: 2974.665527
	Iteration 30Q: 3 clusters Score -1169369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1169367.625000 Penalty: 2974.665527
	Iteration 31Q: 3 clusters Score -1169368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1169372.625000 Penalty: 2974.665527
	Iteration 32Q: 3 clusters Score -1169373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1169374.625000 Penalty: 2974.665527
	Iteration 33Q: 3 clusters Score -1169375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1169374.625000 Penalty: 2974.665527
	Iteration 34Q: 3 clusters Score -1169375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1169377.500000 Penalty: 2974.665527
	Iteration 35Q: 3 clusters Score -1169378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1169381.125000 Penalty: 2974.665527
	Iteration 36Q: 3 clusters Score -1169381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1169381.750000 Penalty: 2974.665527
	Iteration 37Q: 3 clusters Score -1169382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1169387.750000 Penalty: 2974.665527
	Iteration 38Q: 3 clusters Score -1169388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1169390.625000 Penalty: 2974.665527
	Iteration 39Q: 3 clusters Score -1169391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1169390.000000 Penalty: 2974.665527
	Iteration 40F: 3 clusters Score -1169390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1169392.375000 Penalty: 2974.665527
	Iteration 41Q: 3 clusters Score -1169392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1169391.125000 Penalty: 2974.665527
	Iteration 42Q: 3 clusters Score -1169391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1169391.125000 Penalty: 2974.665527
	Iteration 43F: 3 clusters Score -1169391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (93301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Entering Unmasked Estep 
Score: -12392748.000000 Penalty: 1859.582764
	Iteration 0F: 2 clusters Score -1.239275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -12340764.000000 Penalty: 3719.165527
	Iteration 0F: 3 clusters Score -1.234076e+07 nChanged 44653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -12366709.000000 Penalty: 3719.165527
	Iteration 1F: 3 clusters Score -1.236671e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -12367616.000000 Penalty: 3719.165527
	Iteration 2Q: 3 clusters Score -1.236762e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -12368934.000000 Penalty: 3719.165527
	Iteration 3Q: 3 clusters Score -1.236893e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -12370738.000000 Penalty: 3719.165527
	Iteration 4Q: 3 clusters Score -1.237074e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -12373484.000000 Penalty: 3719.165527
	Iteration 5F: 3 clusters Score -1.237348e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -12377359.000000 Penalty: 3719.165527
	Iteration 6F: 3 clusters Score -1.237736e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -12382948.000000 Penalty: 3719.165527
	Iteration 7F: 3 clusters Score -1.238295e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -12388334.000000 Penalty: 3719.165527
	Iteration 8F: 3 clusters Score -1.238833e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -12391373.000000 Penalty: 3719.165527
	Iteration 9F: 3 clusters Score -1.239137e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -12392512.000000 Penalty: 3719.165527
	Iteration 10Q: 3 clusters Score -1.239251e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -12393060.000000 Penalty: 3719.165527
	Iteration 11Q: 3 clusters Score -1.239306e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -12393548.000000 Penalty: 3719.165527
	Iteration 12Q: 3 clusters Score -1.239355e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -12393938.000000 Penalty: 3719.165527
	Iteration 13Q: 3 clusters Score -1.239394e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -12394342.000000 Penalty: 3719.165527
	Iteration 14Q: 3 clusters Score -1.239434e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -12394613.000000 Penalty: 3719.165527
	Iteration 15Q: 3 clusters Score -1.239461e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -12394962.000000 Penalty: 3719.165527
	Iteration 16Q: 3 clusters Score -1.239496e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -12395244.000000 Penalty: 3719.165527
	Iteration 17Q: 3 clusters Score -1.239524e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -12395475.000000 Penalty: 3719.165527
	Iteration 18Q: 3 clusters Score -1.239548e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -12395686.000000 Penalty: 3719.165527
	Iteration 19Q: 3 clusters Score -1.239569e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -12395835.000000 Penalty: 3719.165527
	Iteration 20F: 3 clusters Score -1.239584e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -12395910.000000 Penalty: 3719.165527
	Iteration 21Q: 3 clusters Score -1.239591e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -12396063.000000 Penalty: 3719.165527
	Iteration 22Q: 3 clusters Score -1.239606e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -12396205.000000 Penalty: 3719.165527
	Iteration 23Q: 3 clusters Score -1.23962e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -12396238.000000 Penalty: 3719.165527
	Iteration 24Q: 3 clusters Score -1.239624e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -12396297.000000 Penalty: 3719.165527
	Iteration 25Q: 3 clusters Score -1.23963e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -12396329.000000 Penalty: 3719.165527
	Iteration 26Q: 3 clusters Score -1.239633e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -12396374.000000 Penalty: 3719.165527
	Iteration 27Q: 3 clusters Score -1.239637e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -12396419.000000 Penalty: 3719.165527
	Iteration 28Q: 3 clusters Score -1.239642e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -12396490.000000 Penalty: 3719.165527
	Iteration 29Q: 3 clusters Score -1.239649e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -12396535.000000 Penalty: 3719.165527
	Iteration 30Q: 3 clusters Score -1.239654e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -12396577.000000 Penalty: 3719.165527
	Iteration 31Q: 3 clusters Score -1.239658e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -12396581.000000 Penalty: 3719.165527
	Iteration 32Q: 3 clusters Score -1.239658e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -12396592.000000 Penalty: 3719.165527
	Iteration 33Q: 3 clusters Score -1.239659e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -12396628.000000 Penalty: 3719.165527
	Iteration 34Q: 3 clusters Score -1.239663e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -12396660.000000 Penalty: 3719.165527
	Iteration 35Q: 3 clusters Score -1.239666e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -12396624.000000 Penalty: 3719.165527
	Iteration 36Q: 3 clusters Score -1.239662e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -12396660.000000 Penalty: 3719.165527
	Iteration 37Q: 3 clusters Score -1.239666e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -12396691.000000 Penalty: 3719.165527
	Iteration 38Q: 3 clusters Score -1.239669e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -12396700.000000 Penalty: 3719.165527
	Iteration 39Q: 3 clusters Score -1.23967e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -12396699.000000 Penalty: 3719.165527
	Iteration 40F: 3 clusters Score -1.23967e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -12396693.000000 Penalty: 3719.165527
	Iteration 41Q: 3 clusters Score -1.239669e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -12396742.000000 Penalty: 3719.165527
	Iteration 42Q: 3 clusters Score -1.239674e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -12396691.000000 Penalty: 3719.165527
	Iteration 43Q: 3 clusters Score -1.239669e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -12396660.000000 Penalty: 3719.165527
	Iteration 44Q: 3 clusters Score -1.239666e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -12396737.000000 Penalty: 3719.165527
	Iteration 45Q: 3 clusters Score -1.239674e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -12396701.000000 Penalty: 3719.165527
	Iteration 46Q: 3 clusters Score -1.23967e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -12396747.000000 Penalty: 3719.165527
	Iteration 47Q: 3 clusters Score -1.239675e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -12396783.000000 Penalty: 3719.165527
	Iteration 48Q: 3 clusters Score -1.239678e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -12396797.000000 Penalty: 3719.165527
	Iteration 49Q: 3 clusters Score -1.23968e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -12396755.000000 Penalty: 3719.165527
	Iteration 50Q: 3 clusters Score -1.239676e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -12396766.000000 Penalty: 3719.165527
	Iteration 51Q: 3 clusters Score -1.239677e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -12396774.000000 Penalty: 3719.165527
	Iteration 52Q: 3 clusters Score -1.239677e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -12396784.000000 Penalty: 3719.165527
	Iteration 53Q: 3 clusters Score -1.239678e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -12396764.000000 Penalty: 3719.165527
	Iteration 54Q: 3 clusters Score -1.239676e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -12396794.000000 Penalty: 3719.165527
	Iteration 55Q: 3 clusters Score -1.239679e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -12396809.000000 Penalty: 3719.165527
	Iteration 56Q: 3 clusters Score -1.239681e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -12396759.000000 Penalty: 3719.165527
	Iteration 57Q: 3 clusters Score -1.239676e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -12396735.000000 Penalty: 3719.165527
	Iteration 58Q: 3 clusters Score -1.239674e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -12396645.000000 Penalty: 3719.165527
	Iteration 59Q: 3 clusters Score -1.239664e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -12396495.000000 Penalty: 3719.165527
	Iteration 60F: 3 clusters Score -1.23965e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -12396348.000000 Penalty: 3719.165527
	Iteration 61Q: 3 clusters Score -1.239635e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -12396166.000000 Penalty: 3719.165527
	Iteration 62Q: 3 clusters Score -1.239617e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -12396093.000000 Penalty: 3719.165527
	Iteration 63Q: 3 clusters Score -1.239609e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -12395813.000000 Penalty: 3719.165527
	Iteration 64Q: 3 clusters Score -1.239581e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -12395506.000000 Penalty: 3719.165527
	Iteration 65Q: 3 clusters Score -1.239551e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -12395341.000000 Penalty: 3719.165527
	Iteration 66Q: 3 clusters Score -1.239534e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -12395002.000000 Penalty: 3719.165527
	Iteration 67Q: 3 clusters Score -1.2395e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -12394594.000000 Penalty: 3719.165527
	Iteration 68Q: 3 clusters Score -1.239459e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -12394306.000000 Penalty: 3719.165527
	Iteration 69Q: 3 clusters Score -1.239431e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -12393920.000000 Penalty: 3719.165527
	Iteration 70Q: 3 clusters Score -1.239392e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -12393698.000000 Penalty: 3719.165527
	Iteration 71Q: 3 clusters Score -1.23937e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -12393378.000000 Penalty: 3719.165527
	Iteration 72Q: 3 clusters Score -1.239338e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -12393075.000000 Penalty: 3719.165527
	Iteration 73Q: 3 clusters Score -1.239308e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -12392768.000000 Penalty: 3719.165527
	Iteration 74Q: 3 clusters Score -1.239277e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -12392565.000000 Penalty: 3719.165527
	Iteration 75Q: 3 clusters Score -1.239256e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -12392352.000000 Penalty: 3719.165527
	Iteration 76Q: 3 clusters Score -1.239235e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -12392039.000000 Penalty: 3719.165527
	Iteration 77Q: 3 clusters Score -1.239204e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -12391985.000000 Penalty: 3719.165527
	Iteration 78Q: 3 clusters Score -1.239198e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -12391885.000000 Penalty: 3719.165527
	Iteration 79Q: 3 clusters Score -1.239188e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -12391977.000000 Penalty: 3719.165527
	Iteration 80F: 3 clusters Score -1.239198e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -12391952.000000 Penalty: 3719.165527
	Iteration 81Q: 3 clusters Score -1.239195e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -12391892.000000 Penalty: 3719.165527
	Iteration 82Q: 3 clusters Score -1.239189e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -12391839.000000 Penalty: 3719.165527
	Iteration 83Q: 3 clusters Score -1.239184e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -12391784.000000 Penalty: 3719.165527
	Iteration 84Q: 3 clusters Score -1.239178e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 86467 members 
Entering Unmasked Estep 
Score: -12391713.000000 Penalty: 3719.165527
	Iteration 85Q: 3 clusters Score -1.239171e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -12391668.000000 Penalty: 3719.165527
	Iteration 86Q: 3 clusters Score -1.239167e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -12391599.000000 Penalty: 3719.165527
	Iteration 87Q: 3 clusters Score -1.23916e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -12391521.000000 Penalty: 3719.165527
	Iteration 88Q: 3 clusters Score -1.239152e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -12391531.000000 Penalty: 3719.165527
	Iteration 89Q: 3 clusters Score -1.239153e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -12391486.000000 Penalty: 3719.165527
	Iteration 90Q: 3 clusters Score -1.239149e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -12391450.000000 Penalty: 3719.165527
	Iteration 91Q: 3 clusters Score -1.239145e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -12391452.000000 Penalty: 3719.165527
	Iteration 92Q: 3 clusters Score -1.239145e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -12391417.000000 Penalty: 3719.165527
	Iteration 93Q: 3 clusters Score -1.239142e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -12391380.000000 Penalty: 3719.165527
	Iteration 94Q: 3 clusters Score -1.239138e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -12391366.000000 Penalty: 3719.165527
	Iteration 95Q: 3 clusters Score -1.239137e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -12391394.000000 Penalty: 3719.165527
	Iteration 96Q: 3 clusters Score -1.239139e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -12391367.000000 Penalty: 3719.165527
	Iteration 97Q: 3 clusters Score -1.239137e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -12391405.000000 Penalty: 3719.165527
	Iteration 98Q: 3 clusters Score -1.23914e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -12391443.000000 Penalty: 3719.165527
	Iteration 99Q: 3 clusters Score -1.239144e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -12391446.000000 Penalty: 3719.165527
	Iteration 100F: 3 clusters Score -1.239145e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -12391423.000000 Penalty: 3719.165527
	Iteration 101Q: 3 clusters Score -1.239142e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -12391436.000000 Penalty: 3719.165527
	Iteration 102Q: 3 clusters Score -1.239144e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -12391429.000000 Penalty: 3719.165527
	Iteration 103Q: 3 clusters Score -1.239143e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -12391418.000000 Penalty: 3719.165527
	Iteration 104Q: 3 clusters Score -1.239142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -12391406.000000 Penalty: 3719.165527
	Iteration 105Q: 3 clusters Score -1.239141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -12391424.000000 Penalty: 3719.165527
	Iteration 106Q: 3 clusters Score -1.239142e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 90697 members 
Entering Unmasked Estep 
Score: -12391401.000000 Penalty: 3719.165527
	Iteration 107Q: 3 clusters Score -1.23914e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -12391389.000000 Penalty: 3719.165527
	Iteration 108Q: 3 clusters Score -1.239139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -12391403.000000 Penalty: 3719.165527
	Iteration 109Q: 3 clusters Score -1.23914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -12391420.000000 Penalty: 3719.165527
	Iteration 110Q: 3 clusters Score -1.239142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -12391422.000000 Penalty: 3719.165527
	Iteration 111Q: 3 clusters Score -1.239142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -12391427.000000 Penalty: 3719.165527
	Iteration 112Q: 3 clusters Score -1.239143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -12391437.000000 Penalty: 3719.165527
	Iteration 113Q: 3 clusters Score -1.239144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -12391431.000000 Penalty: 3719.165527
	Iteration 114Q: 3 clusters Score -1.239143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -12391429.000000 Penalty: 3719.165527
	Iteration 115Q: 3 clusters Score -1.239143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -12391439.000000 Penalty: 3719.165527
	Iteration 116Q: 3 clusters Score -1.239144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -12391435.000000 Penalty: 3719.165527
	Iteration 117Q: 3 clusters Score -1.239144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -12391430.000000 Penalty: 3719.165527
	Iteration 118Q: 3 clusters Score -1.239143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -12391423.000000 Penalty: 3719.165527
	Iteration 119Q: 3 clusters Score -1.239142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -12391420.000000 Penalty: 3719.165527
	Iteration 120F: 3 clusters Score -1.239142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -12391424.000000 Penalty: 3719.165527
	Iteration 121Q: 3 clusters Score -1.239142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -12391419.000000 Penalty: 3719.165527
	Iteration 122Q: 3 clusters Score -1.239142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -12391421.000000 Penalty: 3719.165527
	Iteration 123Q: 3 clusters Score -1.239142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -12391406.000000 Penalty: 3719.165527
	Iteration 124Q: 3 clusters Score -1.239141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -12391411.000000 Penalty: 3719.165527
	Iteration 125Q: 3 clusters Score -1.239141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -12391394.000000 Penalty: 3719.165527
	Iteration 126Q: 3 clusters Score -1.239139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -12391397.000000 Penalty: 3719.165527
	Iteration 127Q: 3 clusters Score -1.23914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -12391404.000000 Penalty: 3719.165527
	Iteration 128Q: 3 clusters Score -1.23914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -12391395.000000 Penalty: 3719.165527
	Iteration 129Q: 3 clusters Score -1.23914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -12391408.000000 Penalty: 3719.165527
	Iteration 130Q: 3 clusters Score -1.239141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -12391409.000000 Penalty: 3719.165527
	Iteration 131Q: 3 clusters Score -1.239141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -12391414.000000 Penalty: 3719.165527
	Iteration 132Q: 3 clusters Score -1.239141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -12391409.000000 Penalty: 3719.165527
	Iteration 133Q: 3 clusters Score -1.239141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -12391406.000000 Penalty: 3719.165527
	Iteration 134Q: 3 clusters Score -1.239141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -12391406.000000 Penalty: 3719.165527
	Iteration 135Q: 3 clusters Score -1.239141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -12391410.000000 Penalty: 3719.165527
	Iteration 136Q: 3 clusters Score -1.239141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -12391413.000000 Penalty: 3719.165527
	Iteration 137Q: 3 clusters Score -1.239141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -12391400.000000 Penalty: 3719.165527
	Iteration 138Q: 3 clusters Score -1.23914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -12391413.000000 Penalty: 3719.165527
	Iteration 139Q: 3 clusters Score -1.239141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -12391416.000000 Penalty: 3719.165527
	Iteration 140F: 3 clusters Score -1.239142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Entering Unmasked Estep 
Score: -3501644.000000 Penalty: 1653.307617
	Iteration 0F: 2 clusters Score -3501644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3484005.250000 Penalty: 3306.615234
	Iteration 0F: 3 clusters Score -3484005 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3490604.250000 Penalty: 3306.615234
	Iteration 1F: 3 clusters Score -3490604 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3490908.000000 Penalty: 3306.615234
	Iteration 2Q: 3 clusters Score -3490908 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3491206.500000 Penalty: 3306.615234
	Iteration 3Q: 3 clusters Score -3491206 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3491534.750000 Penalty: 3306.615234
	Iteration 4Q: 3 clusters Score -3491535 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3491881.000000 Penalty: 3306.615234
	Iteration 5Q: 3 clusters Score -3491881 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3492361.750000 Penalty: 3306.615234
	Iteration 6Q: 3 clusters Score -3492362 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3492975.750000 Penalty: 3306.615234
	Iteration 7Q: 3 clusters Score -3492976 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3493812.000000 Penalty: 3306.615234
	Iteration 8Q: 3 clusters Score -3493812 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3494839.500000 Penalty: 3306.615234
	Iteration 9F: 3 clusters Score -3494840 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3495806.750000 Penalty: 3306.615234
	Iteration 10F: 3 clusters Score -3495807 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3496525.500000 Penalty: 3306.615234
	Iteration 11Q: 3 clusters Score -3496526 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3496901.500000 Penalty: 3306.615234
	Iteration 12Q: 3 clusters Score -3496902 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3497120.250000 Penalty: 3306.615234
	Iteration 13Q: 3 clusters Score -3497120 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3497235.500000 Penalty: 3306.615234
	Iteration 14Q: 3 clusters Score -3497236 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3497314.250000 Penalty: 3306.615234
	Iteration 15Q: 3 clusters Score -3497314 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3497390.500000 Penalty: 3306.615234
	Iteration 16Q: 3 clusters Score -3497390 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3497462.500000 Penalty: 3306.615234
	Iteration 17Q: 3 clusters Score -3497462 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3497547.750000 Penalty: 3306.615234
	Iteration 18Q: 3 clusters Score -3497548 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3497621.000000 Penalty: 3306.615234
	Iteration 19Q: 3 clusters Score -3497621 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3497670.750000 Penalty: 3306.615234
	Iteration 20F: 3 clusters Score -3497671 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3497746.750000 Penalty: 3306.615234
	Iteration 21Q: 3 clusters Score -3497747 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3497810.500000 Penalty: 3306.615234
	Iteration 22Q: 3 clusters Score -3497810 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3497894.000000 Penalty: 3306.615234
	Iteration 23Q: 3 clusters Score -3497894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3497994.000000 Penalty: 3306.615234
	Iteration 24Q: 3 clusters Score -3497994 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3498100.000000 Penalty: 3306.615234
	Iteration 25Q: 3 clusters Score -3498100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3498202.000000 Penalty: 3306.615234
	Iteration 26Q: 3 clusters Score -3498202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3498297.250000 Penalty: 3306.615234
	Iteration 27Q: 3 clusters Score -3498297 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3498381.500000 Penalty: 3306.615234
	Iteration 28Q: 3 clusters Score -3498382 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3498453.500000 Penalty: 3306.615234
	Iteration 29Q: 3 clusters Score -3498454 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3498522.000000 Penalty: 3306.615234
	Iteration 30Q: 3 clusters Score -3498522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3498584.000000 Penalty: 3306.615234
	Iteration 31Q: 3 clusters Score -3498584 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3498645.000000 Penalty: 3306.615234
	Iteration 32Q: 3 clusters Score -3498645 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3498696.250000 Penalty: 3306.615234
	Iteration 33Q: 3 clusters Score -3498696 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3498734.250000 Penalty: 3306.615234
	Iteration 34Q: 3 clusters Score -3498734 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3498788.000000 Penalty: 3306.615234
	Iteration 35Q: 3 clusters Score -3498788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3498818.500000 Penalty: 3306.615234
	Iteration 36Q: 3 clusters Score -3498818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3498863.000000 Penalty: 3306.615234
	Iteration 37Q: 3 clusters Score -3498863 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3498907.500000 Penalty: 3306.615234
	Iteration 38Q: 3 clusters Score -3498908 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3498963.750000 Penalty: 3306.615234
	Iteration 39Q: 3 clusters Score -3498964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3499002.250000 Penalty: 3306.615234
	Iteration 40F: 3 clusters Score -3499002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3499050.500000 Penalty: 3306.615234
	Iteration 41Q: 3 clusters Score -3499050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3499093.500000 Penalty: 3306.615234
	Iteration 42Q: 3 clusters Score -3499094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3499141.500000 Penalty: 3306.615234
	Iteration 43Q: 3 clusters Score -3499142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3499206.250000 Penalty: 3306.615234
	Iteration 44Q: 3 clusters Score -3499206 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3499253.250000 Penalty: 3306.615234
	Iteration 45Q: 3 clusters Score -3499253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3499303.000000 Penalty: 3306.615234
	Iteration 46Q: 3 clusters Score -3499303 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3499345.250000 Penalty: 3306.615234
	Iteration 47Q: 3 clusters Score -3499345 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3499383.750000 Penalty: 3306.615234
	Iteration 48Q: 3 clusters Score -3499384 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3499444.500000 Penalty: 3306.615234
	Iteration 49Q: 3 clusters Score -3499444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3499521.250000 Penalty: 3306.615234
	Iteration 50Q: 3 clusters Score -3499521 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3499577.250000 Penalty: 3306.615234
	Iteration 51Q: 3 clusters Score -3499577 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3499639.750000 Penalty: 3306.615234
	Iteration 52Q: 3 clusters Score -3499640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3499692.500000 Penalty: 3306.615234
	Iteration 53Q: 3 clusters Score -3499692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3499735.750000 Penalty: 3306.615234
	Iteration 54Q: 3 clusters Score -3499736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3499784.250000 Penalty: 3306.615234
	Iteration 55Q: 3 clusters Score -3499784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3499837.000000 Penalty: 3306.615234
	Iteration 56Q: 3 clusters Score -3499837 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3499890.750000 Penalty: 3306.615234
	Iteration 57Q: 3 clusters Score -3499891 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3499933.000000 Penalty: 3306.615234
	Iteration 58Q: 3 clusters Score -3499933 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3499974.750000 Penalty: 3306.615234
	Iteration 59Q: 3 clusters Score -3499975 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3500010.750000 Penalty: 3306.615234
	Iteration 60F: 3 clusters Score -3500011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3500037.750000 Penalty: 3306.615234
	Iteration 61Q: 3 clusters Score -3500038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3500065.250000 Penalty: 3306.615234
	Iteration 62Q: 3 clusters Score -3500065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3500096.750000 Penalty: 3306.615234
	Iteration 63Q: 3 clusters Score -3500097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3500122.250000 Penalty: 3306.615234
	Iteration 64Q: 3 clusters Score -3500122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3500133.500000 Penalty: 3306.615234
	Iteration 65Q: 3 clusters Score -3500134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3500147.500000 Penalty: 3306.615234
	Iteration 66Q: 3 clusters Score -3500148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3500151.250000 Penalty: 3306.615234
	Iteration 67Q: 3 clusters Score -3500151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3500157.250000 Penalty: 3306.615234
	Iteration 68Q: 3 clusters Score -3500157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3500172.000000 Penalty: 3306.615234
	Iteration 69Q: 3 clusters Score -3500172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3500177.000000 Penalty: 3306.615234
	Iteration 70Q: 3 clusters Score -3500177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3500185.250000 Penalty: 3306.615234
	Iteration 71Q: 3 clusters Score -3500185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3500185.500000 Penalty: 3306.615234
	Iteration 72Q: 3 clusters Score -3500186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3500192.250000 Penalty: 3306.615234
	Iteration 73Q: 3 clusters Score -3500192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3500204.500000 Penalty: 3306.615234
	Iteration 74Q: 3 clusters Score -3500204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3500211.500000 Penalty: 3306.615234
	Iteration 75Q: 3 clusters Score -3500212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3500215.500000 Penalty: 3306.615234
	Iteration 76Q: 3 clusters Score -3500216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3500216.500000 Penalty: 3306.615234
	Iteration 77Q: 3 clusters Score -3500216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3500223.500000 Penalty: 3306.615234
	Iteration 78Q: 3 clusters Score -3500224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3500230.250000 Penalty: 3306.615234
	Iteration 79Q: 3 clusters Score -3500230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3500231.250000 Penalty: 3306.615234
	Iteration 80F: 3 clusters Score -3500231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3500233.000000 Penalty: 3306.615234
	Iteration 81Q: 3 clusters Score -3500233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3500234.500000 Penalty: 3306.615234
	Iteration 82Q: 3 clusters Score -3500234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3500235.500000 Penalty: 3306.615234
	Iteration 83Q: 3 clusters Score -3500236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3500236.000000 Penalty: 3306.615234
	Iteration 84Q: 3 clusters Score -3500236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3500238.000000 Penalty: 3306.615234
	Iteration 85Q: 3 clusters Score -3500238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3500235.250000 Penalty: 3306.615234
	Iteration 86Q: 3 clusters Score -3500235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3500235.500000 Penalty: 3306.615234
	Iteration 87Q: 3 clusters Score -3500236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3500235.250000 Penalty: 3306.615234
	Iteration 88Q: 3 clusters Score -3500235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3500235.250000 Penalty: 3306.615234
	Iteration 89Q: 3 clusters Score -3500235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3500235.250000 Penalty: 3306.615234
	Iteration 90F: 3 clusters Score -3500235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Entering Unmasked Estep 
Score: -11720396.000000 Penalty: 1851.245850
	Iteration 0F: 2 clusters Score -1.17204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -11666574.000000 Penalty: 3702.491699
	Iteration 0F: 3 clusters Score -1.166657e+07 nChanged 42169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -11692010.000000 Penalty: 3702.491699
	Iteration 1F: 3 clusters Score -1.169201e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -11694067.000000 Penalty: 3702.491699
	Iteration 2Q: 3 clusters Score -1.169407e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -11697287.000000 Penalty: 3702.491699
	Iteration 3F: 3 clusters Score -1.169729e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -11701941.000000 Penalty: 3702.491699
	Iteration 4F: 3 clusters Score -1.170194e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -11708157.000000 Penalty: 3702.491699
	Iteration 5F: 3 clusters Score -1.170816e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -11714497.000000 Penalty: 3702.491699
	Iteration 6F: 3 clusters Score -1.17145e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -11719185.000000 Penalty: 3702.491699
	Iteration 7F: 3 clusters Score -1.171918e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -11720991.000000 Penalty: 3702.491699
	Iteration 8Q: 3 clusters Score -1.172099e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -11721719.000000 Penalty: 3702.491699
	Iteration 9Q: 3 clusters Score -1.172172e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -11722052.000000 Penalty: 3702.491699
	Iteration 10Q: 3 clusters Score -1.172205e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -11722254.000000 Penalty: 3702.491699
	Iteration 11Q: 3 clusters Score -1.172225e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -11722314.000000 Penalty: 3702.491699
	Iteration 12Q: 3 clusters Score -1.172231e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -11722300.000000 Penalty: 3702.491699
	Iteration 13Q: 3 clusters Score -1.17223e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -11722260.000000 Penalty: 3702.491699
	Iteration 14Q: 3 clusters Score -1.172226e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -11722056.000000 Penalty: 3702.491699
	Iteration 15Q: 3 clusters Score -1.172206e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -11721963.000000 Penalty: 3702.491699
	Iteration 16Q: 3 clusters Score -1.172196e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -11721863.000000 Penalty: 3702.491699
	Iteration 17Q: 3 clusters Score -1.172186e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -11721698.000000 Penalty: 3702.491699
	Iteration 18Q: 3 clusters Score -1.17217e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -11721577.000000 Penalty: 3702.491699
	Iteration 19Q: 3 clusters Score -1.172158e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -11721555.000000 Penalty: 3702.491699
	Iteration 20F: 3 clusters Score -1.172156e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -11721573.000000 Penalty: 3702.491699
	Iteration 21Q: 3 clusters Score -1.172157e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -11721514.000000 Penalty: 3702.491699
	Iteration 22Q: 3 clusters Score -1.172151e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -11721434.000000 Penalty: 3702.491699
	Iteration 23Q: 3 clusters Score -1.172143e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -11721275.000000 Penalty: 3702.491699
	Iteration 24Q: 3 clusters Score -1.172128e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -11721219.000000 Penalty: 3702.491699
	Iteration 25Q: 3 clusters Score -1.172122e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -11721192.000000 Penalty: 3702.491699
	Iteration 26Q: 3 clusters Score -1.172119e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -11721173.000000 Penalty: 3702.491699
	Iteration 27Q: 3 clusters Score -1.172117e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -11721132.000000 Penalty: 3702.491699
	Iteration 28Q: 3 clusters Score -1.172113e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11721106.000000 Penalty: 3702.491699
	Iteration 29Q: 3 clusters Score -1.172111e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -11721049.000000 Penalty: 3702.491699
	Iteration 30Q: 3 clusters Score -1.172105e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -11721027.000000 Penalty: 3702.491699
	Iteration 31Q: 3 clusters Score -1.172103e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -11721019.000000 Penalty: 3702.491699
	Iteration 32Q: 3 clusters Score -1.172102e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11721023.000000 Penalty: 3702.491699
	Iteration 33Q: 3 clusters Score -1.172102e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -11721034.000000 Penalty: 3702.491699
	Iteration 34Q: 3 clusters Score -1.172103e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -11721037.000000 Penalty: 3702.491699
	Iteration 35Q: 3 clusters Score -1.172104e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -11721014.000000 Penalty: 3702.491699
	Iteration 36Q: 3 clusters Score -1.172101e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -11721037.000000 Penalty: 3702.491699
	Iteration 37Q: 3 clusters Score -1.172104e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -11720988.000000 Penalty: 3702.491699
	Iteration 38Q: 3 clusters Score -1.172099e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11720974.000000 Penalty: 3702.491699
	Iteration 39Q: 3 clusters Score -1.172097e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -11720950.000000 Penalty: 3702.491699
	Iteration 40F: 3 clusters Score -1.172095e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -11720917.000000 Penalty: 3702.491699
	Iteration 41Q: 3 clusters Score -1.172092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11720924.000000 Penalty: 3702.491699
	Iteration 42Q: 3 clusters Score -1.172092e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -11720910.000000 Penalty: 3702.491699
	Iteration 43Q: 3 clusters Score -1.172091e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -11720918.000000 Penalty: 3702.491699
	Iteration 44Q: 3 clusters Score -1.172092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -11720926.000000 Penalty: 3702.491699
	Iteration 45Q: 3 clusters Score -1.172093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -11720908.000000 Penalty: 3702.491699
	Iteration 46Q: 3 clusters Score -1.172091e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -11720889.000000 Penalty: 3702.491699
	Iteration 47Q: 3 clusters Score -1.172089e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -11720861.000000 Penalty: 3702.491699
	Iteration 48Q: 3 clusters Score -1.172086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -11720861.000000 Penalty: 3702.491699
	Iteration 49Q: 3 clusters Score -1.172086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -11720825.000000 Penalty: 3702.491699
	Iteration 50Q: 3 clusters Score -1.172082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -11720820.000000 Penalty: 3702.491699
	Iteration 51Q: 3 clusters Score -1.172082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -11720808.000000 Penalty: 3702.491699
	Iteration 52Q: 3 clusters Score -1.172081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11720802.000000 Penalty: 3702.491699
	Iteration 53Q: 3 clusters Score -1.17208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11720803.000000 Penalty: 3702.491699
	Iteration 54Q: 3 clusters Score -1.17208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -11720806.000000 Penalty: 3702.491699
	Iteration 55Q: 3 clusters Score -1.172081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -11720812.000000 Penalty: 3702.491699
	Iteration 56Q: 3 clusters Score -1.172081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11720802.000000 Penalty: 3702.491699
	Iteration 57Q: 3 clusters Score -1.17208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -11720799.000000 Penalty: 3702.491699
	Iteration 58Q: 3 clusters Score -1.17208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -11720797.000000 Penalty: 3702.491699
	Iteration 59Q: 3 clusters Score -1.17208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -11720797.000000 Penalty: 3702.491699
	Iteration 60F: 3 clusters Score -1.17208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -11720790.000000 Penalty: 3702.491699
	Iteration 61Q: 3 clusters Score -1.172079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11720799.000000 Penalty: 3702.491699
	Iteration 62Q: 3 clusters Score -1.17208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11720794.000000 Penalty: 3702.491699
	Iteration 63Q: 3 clusters Score -1.172079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11720769.000000 Penalty: 3702.491699
	Iteration 64Q: 3 clusters Score -1.172077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -11720774.000000 Penalty: 3702.491699
	Iteration 65Q: 3 clusters Score -1.172077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -11720772.000000 Penalty: 3702.491699
	Iteration 66Q: 3 clusters Score -1.172077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -11720762.000000 Penalty: 3702.491699
	Iteration 67Q: 3 clusters Score -1.172076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -11720758.000000 Penalty: 3702.491699
	Iteration 68Q: 3 clusters Score -1.172076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -11720752.000000 Penalty: 3702.491699
	Iteration 69Q: 3 clusters Score -1.172075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -11720759.000000 Penalty: 3702.491699
	Iteration 70Q: 3 clusters Score -1.172076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -11720760.000000 Penalty: 3702.491699
	Iteration 71Q: 3 clusters Score -1.172076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -11720758.000000 Penalty: 3702.491699
	Iteration 72Q: 3 clusters Score -1.172076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -11720763.000000 Penalty: 3702.491699
	Iteration 73Q: 3 clusters Score -1.172076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11720762.000000 Penalty: 3702.491699
	Iteration 74Q: 3 clusters Score -1.172076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -11720760.000000 Penalty: 3702.491699
	Iteration 75Q: 3 clusters Score -1.172076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -11720760.000000 Penalty: 3702.491699
	Iteration 76F: 3 clusters Score -1.172076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 47483 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 85717 members 
Mstep: Class 30 contains 81 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 65902 members 
Mstep: Class 33 contains 53571 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 2918 members 
Entering Unmasked Estep 
Score: -127688848.000000 Penalty: 78578.953125
Splitting cluster 29 changes total score from -127671528.000000 to -127688848.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 66872 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 96538 members 
Mstep: Class 11 contains 63334 members 
Mstep: Class 12 contains 83321 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 47483 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 8615 members 
Mstep: Class 25 contains 67333 members 
Mstep: Class 26 contains 9441 members 
Mstep: Class 27 contains 93301 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 85717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127700144.000000 Penalty: 78578.953125
Iteration 79Q: 36 clusters Score -1.277001e+08 nChanged 30098
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 7062 members 
Mstep: Class 6 contains 67485 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 95958 members 
Mstep: Class 11 contains 62313 members 
Mstep: Class 12 contains 83308 members 
Mstep: Class 13 contains 21148 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 52235 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 14715 members 
Mstep: Class 20 contains 50155 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 70097 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 69127 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 91042 members 
Mstep: Class 28 contains 26141 members 
Mstep: Class 29 contains 84080 members 
Mstep: Class 30 contains 80 members 
Mstep: Class 31 contains 5511 members 
Mstep: Class 32 contains 64095 members 
Mstep: Class 33 contains 51105 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127709880.000000 Penalty: 78578.953125
Iteration 80F: 36 clusters Score -1.277099e+08 nChanged 26593
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 7261 members 
Mstep: Class 6 contains 67848 members 
Mstep: Class 7 contains 8944 members 
Mstep: Class 8 contains 14053 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 94350 members 
Mstep: Class 11 contains 61200 members 
Mstep: Class 12 contains 81809 members 
Mstep: Class 13 contains 20917 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 5272 members 
Mstep: Class 17 contains 55663 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 52434 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 8545 members 
Mstep: Class 25 contains 71001 members 
Mstep: Class 26 contains 10497 members 
Mstep: Class 27 contains 88143 members 
Mstep: Class 28 contains 25667 members 
Mstep: Class 29 contains 82286 members 
Mstep: Class 30 contains 90 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 64648 members 
Mstep: Class 33 contains 53694 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127715352.000000 Penalty: 78578.953125
Iteration 81Q: 36 clusters Score -1.277154e+08 nChanged 21738
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 196 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 68209 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 93274 members 
Mstep: Class 11 contains 59990 members 
Mstep: Class 12 contains 80518 members 
Mstep: Class 13 contains 20734 members 
Mstep: Class 14 contains 5560 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 58774 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 20 contains 55170 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 67597 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 8500 members 
Mstep: Class 25 contains 72459 members 
Mstep: Class 26 contains 11050 members 
Mstep: Class 27 contains 85421 members 
Mstep: Class 28 contains 25037 members 
Mstep: Class 29 contains 80408 members 
Mstep: Class 30 contains 92 members 
Mstep: Class 31 contains 5279 members 
Mstep: Class 32 contains 65280 members 
Mstep: Class 33 contains 55869 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127720488.000000 Penalty: 78578.953125
Iteration 82Q: 36 clusters Score -1.277205e+08 nChanged 20640
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 68568 members 
Mstep: Class 7 contains 8690 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 92503 members 
Mstep: Class 11 contains 58818 members 
Mstep: Class 12 contains 79268 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 5555 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 61896 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 14585 members 
Mstep: Class 20 contains 58389 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 66356 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 8461 members 
Mstep: Class 25 contains 73573 members 
Mstep: Class 26 contains 11479 members 
Mstep: Class 27 contains 82057 members 
Mstep: Class 28 contains 24376 members 
Mstep: Class 29 contains 78631 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 66223 members 
Mstep: Class 33 contains 57992 members 
Mstep: Class 34 contains 1841 members 
Mstep: Class 35 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127725232.000000 Penalty: 78578.953125
Iteration 83Q: 36 clusters Score -1.277252e+08 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 6 contains 68973 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 13893 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 91510 members 
Mstep: Class 11 contains 57868 members 
Mstep: Class 12 contains 78007 members 
Mstep: Class 13 contains 20373 members 
Mstep: Class 14 contains 5549 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 65169 members 
Mstep: Class 18 contains 3026 members 
Mstep: Class 19 contains 14566 members 
Mstep: Class 20 contains 61857 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 65142 members 
Mstep: Class 23 contains 2462 members 
Mstep: Class 24 contains 8407 members 
Mstep: Class 25 contains 74726 members 
Mstep: Class 26 contains 11768 members 
Mstep: Class 27 contains 78164 members 
Mstep: Class 28 contains 23550 members 
Mstep: Class 29 contains 76844 members 
Mstep: Class 30 contains 94 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 67595 members 
Mstep: Class 33 contains 60078 members 
Mstep: Class 34 contains 1843 members 
Mstep: Class 35 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127729000.000000 Penalty: 78578.953125
Iteration 84Q: 36 clusters Score -1.27729e+08 nChanged 21572
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 202 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 69364 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 8 contains 13850 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 90422 members 
Mstep: Class 11 contains 57143 members 
Mstep: Class 12 contains 76789 members 
Mstep: Class 13 contains 20216 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 68645 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 14568 members 
Mstep: Class 20 contains 65388 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 63943 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8367 members 
Mstep: Class 25 contains 75838 members 
Mstep: Class 26 contains 12004 members 
Mstep: Class 27 contains 73927 members 
Mstep: Class 28 contains 22669 members 
Mstep: Class 29 contains 74582 members 
Mstep: Class 30 contains 94 members 
Mstep: Class 31 contains 4880 members 
Mstep: Class 32 contains 69278 members 
Mstep: Class 33 contains 62283 members 
Mstep: Class 34 contains 1852 members 
Mstep: Class 35 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127731936.000000 Penalty: 78578.953125
Iteration 85Q: 36 clusters Score -1.277319e+08 nChanged 21921
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 204 members 
Mstep: Class 3 contains 1594 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 69710 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 13796 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 89432 members 
Mstep: Class 11 contains 56628 members 
Mstep: Class 12 contains 75583 members 
Mstep: Class 13 contains 20050 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 3381 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 71796 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 14569 members 
Mstep: Class 20 contains 69099 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 62793 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 8329 members 
Mstep: Class 25 contains 76746 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 69558 members 
Mstep: Class 28 contains 21812 members 
Mstep: Class 29 contains 72073 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4824 members 
Mstep: Class 32 contains 71388 members 
Mstep: Class 33 contains 64425 members 
Mstep: Class 34 contains 1856 members 
Mstep: Class 35 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127733608.000000 Penalty: 78578.953125
Iteration 86Q: 36 clusters Score -1.277336e+08 nChanged 21075
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 1596 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7799 members 
Mstep: Class 6 contains 69981 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 13764 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 88416 members 
Mstep: Class 11 contains 56339 members 
Mstep: Class 12 contains 74413 members 
Mstep: Class 13 contains 19880 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 74487 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 14579 members 
Mstep: Class 20 contains 72671 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 61744 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 8299 members 
Mstep: Class 25 contains 77570 members 
Mstep: Class 26 contains 12348 members 
Mstep: Class 27 contains 65368 members 
Mstep: Class 28 contains 20876 members 
Mstep: Class 29 contains 69671 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4805 members 
Mstep: Class 32 contains 73638 members 
Mstep: Class 33 contains 66527 members 
Mstep: Class 34 contains 1861 members 
Mstep: Class 35 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734736.000000 Penalty: 78578.953125
Iteration 87Q: 36 clusters Score -1.277347e+08 nChanged 20346
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 206 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7848 members 
Mstep: Class 6 contains 70198 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 13737 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 87334 members 
Mstep: Class 11 contains 56109 members 
Mstep: Class 12 contains 73402 members 
Mstep: Class 13 contains 19741 members 
Mstep: Class 14 contains 5539 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 76409 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 14600 members 
Mstep: Class 20 contains 75870 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 60888 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 8265 members 
Mstep: Class 25 contains 78347 members 
Mstep: Class 26 contains 12449 members 
Mstep: Class 27 contains 61727 members 
Mstep: Class 28 contains 20028 members 
Mstep: Class 29 contains 67356 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 76265 members 
Mstep: Class 33 contains 68334 members 
Mstep: Class 34 contains 1861 members 
Mstep: Class 35 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734736.000000 Penalty: 78578.953125
Iteration 88Q: 36 clusters Score -1.277347e+08 nChanged 18655
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 206 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 70362 members 
Mstep: Class 7 contains 8179 members 
Mstep: Class 8 contains 13714 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 86130 members 
Mstep: Class 11 contains 55955 members 
Mstep: Class 12 contains 72516 members 
Mstep: Class 13 contains 19604 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 77101 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 14625 members 
Mstep: Class 20 contains 78898 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 60122 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 8216 members 
Mstep: Class 25 contains 79073 members 
Mstep: Class 26 contains 12535 members 
Mstep: Class 27 contains 59230 members 
Mstep: Class 28 contains 19285 members 
Mstep: Class 29 contains 65304 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 78987 members 
Mstep: Class 33 contains 69777 members 
Mstep: Class 34 contains 1862 members 
Mstep: Class 35 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2169.350586 but Gain 2245.109375
Score: -127733760.000000 Penalty: 76333.843750
Iteration 89Q: 35 clusters Score -1.277338e+08 nChanged 18530
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 206 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 70547 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 13693 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 84977 members 
Mstep: Class 11 contains 55964 members 
Mstep: Class 12 contains 71778 members 
Mstep: Class 13 contains 19470 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 76931 members 
Mstep: Class 19 contains 14652 members 
Mstep: Class 20 contains 81991 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 59574 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 8179 members 
Mstep: Class 25 contains 79662 members 
Mstep: Class 26 contains 12629 members 
Mstep: Class 27 contains 57493 members 
Mstep: Class 28 contains 18777 members 
Mstep: Class 29 contains 63536 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4773 members 
Mstep: Class 32 contains 81720 members 
Mstep: Class 33 contains 71850 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735864.000000 Penalty: 76333.843750
Iteration 90Q: 35 clusters Score -1.277359e+08 nChanged 15264
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 206 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 70725 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 83840 members 
Mstep: Class 11 contains 56125 members 
Mstep: Class 12 contains 71052 members 
Mstep: Class 13 contains 19346 members 
Mstep: Class 14 contains 5554 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 76089 members 
Mstep: Class 19 contains 14695 members 
Mstep: Class 20 contains 84201 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 59107 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 8155 members 
Mstep: Class 25 contains 80029 members 
Mstep: Class 26 contains 12702 members 
Mstep: Class 27 contains 56206 members 
Mstep: Class 28 contains 18065 members 
Mstep: Class 29 contains 62085 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 84422 members 
Mstep: Class 33 contains 73084 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 3505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735584.000000 Penalty: 76333.843750
Iteration 91Q: 35 clusters Score -1.277356e+08 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 206 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 70887 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 82843 members 
Mstep: Class 11 contains 56344 members 
Mstep: Class 12 contains 70415 members 
Mstep: Class 13 contains 19212 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 75184 members 
Mstep: Class 19 contains 14716 members 
Mstep: Class 20 contains 85851 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 58823 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 8143 members 
Mstep: Class 25 contains 80239 members 
Mstep: Class 26 contains 12763 members 
Mstep: Class 27 contains 55583 members 
Mstep: Class 28 contains 17453 members 
Mstep: Class 29 contains 60820 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 86744 members 
Mstep: Class 33 contains 74048 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734896.000000 Penalty: 76333.843750
Iteration 92Q: 35 clusters Score -1.277349e+08 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 207 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 71010 members 
Mstep: Class 7 contains 8070 members 
Mstep: Class 8 contains 13637 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 81944 members 
Mstep: Class 11 contains 56662 members 
Mstep: Class 12 contains 69855 members 
Mstep: Class 13 contains 19109 members 
Mstep: Class 14 contains 5560 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 74365 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 87027 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 58703 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 8120 members 
Mstep: Class 25 contains 80287 members 
Mstep: Class 26 contains 12836 members 
Mstep: Class 27 contains 55167 members 
Mstep: Class 28 contains 16976 members 
Mstep: Class 29 contains 59867 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 88793 members 
Mstep: Class 33 contains 74744 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2103.873779 but Gain 2245.117188
Score: -127734512.000000 Penalty: 74088.726562
Iteration 93Q: 34 clusters Score -1.277345e+08 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 71103 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 13631 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 81398 members 
Mstep: Class 11 contains 57193 members 
Mstep: Class 12 contains 69552 members 
Mstep: Class 13 contains 19002 members 
Mstep: Class 14 contains 5561 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 73610 members 
Mstep: Class 19 contains 14787 members 
Mstep: Class 20 contains 88023 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 58646 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 8108 members 
Mstep: Class 25 contains 80016 members 
Mstep: Class 26 contains 12891 members 
Mstep: Class 27 contains 55043 members 
Mstep: Class 28 contains 16762 members 
Mstep: Class 29 contains 59210 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 90570 members 
Mstep: Class 33 contains 76072 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735968.000000 Penalty: 74088.726562
Iteration 94Q: 34 clusters Score -1.27736e+08 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 71148 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 80954 members 
Mstep: Class 11 contains 57649 members 
Mstep: Class 12 contains 69082 members 
Mstep: Class 13 contains 18922 members 
Mstep: Class 14 contains 5569 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 73054 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 88408 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 58706 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 8101 members 
Mstep: Class 25 contains 79633 members 
Mstep: Class 26 contains 12953 members 
Mstep: Class 27 contains 55148 members 
Mstep: Class 28 contains 16317 members 
Mstep: Class 29 contains 58620 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 91990 members 
Mstep: Class 33 contains 76473 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735056.000000 Penalty: 74088.726562
Iteration 95Q: 34 clusters Score -1.277351e+08 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 7989 members 
Mstep: Class 6 contains 71155 members 
Mstep: Class 7 contains 7982 members 
Mstep: Class 8 contains 13623 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 80554 members 
Mstep: Class 11 contains 58183 members 
Mstep: Class 12 contains 68697 members 
Mstep: Class 13 contains 18849 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 72720 members 
Mstep: Class 19 contains 14872 members 
Mstep: Class 20 contains 88519 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 58783 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 8089 members 
Mstep: Class 25 contains 79219 members 
Mstep: Class 26 contains 13008 members 
Mstep: Class 27 contains 55451 members 
Mstep: Class 28 contains 15936 members 
Mstep: Class 29 contains 58105 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4776 members 
Mstep: Class 32 contains 93076 members 
Mstep: Class 33 contains 76774 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734880.000000 Penalty: 74088.726562
Iteration 96Q: 34 clusters Score -1.277349e+08 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 71126 members 
Mstep: Class 7 contains 7958 members 
Mstep: Class 8 contains 13618 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 80160 members 
Mstep: Class 11 contains 58813 members 
Mstep: Class 12 contains 68348 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 5576 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 72543 members 
Mstep: Class 19 contains 14905 members 
Mstep: Class 20 contains 88455 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 58808 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 8068 members 
Mstep: Class 25 contains 78768 members 
Mstep: Class 26 contains 13058 members 
Mstep: Class 27 contains 55924 members 
Mstep: Class 28 contains 15600 members 
Mstep: Class 29 contains 57610 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 93890 members 
Mstep: Class 33 contains 77139 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734112.000000 Penalty: 74088.726562
Iteration 97Q: 34 clusters Score -1.277341e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 8002 members 
Mstep: Class 6 contains 71098 members 
Mstep: Class 7 contains 7931 members 
Mstep: Class 8 contains 13615 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 79856 members 
Mstep: Class 11 contains 59529 members 
Mstep: Class 12 contains 68029 members 
Mstep: Class 13 contains 18721 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 72446 members 
Mstep: Class 19 contains 14920 members 
Mstep: Class 20 contains 88229 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 58839 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 78210 members 
Mstep: Class 26 contains 13084 members 
Mstep: Class 27 contains 56472 members 
Mstep: Class 28 contains 15255 members 
Mstep: Class 29 contains 57135 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 94565 members 
Mstep: Class 33 contains 77558 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127734328.000000 Penalty: 74088.726562
Iteration 98Q: 34 clusters Score -1.277343e+08 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 209 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71047 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 13608 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 79557 members 
Mstep: Class 11 contains 60299 members 
Mstep: Class 12 contains 67724 members 
Mstep: Class 13 contains 18661 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 72409 members 
Mstep: Class 19 contains 14926 members 
Mstep: Class 20 contains 87831 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 58873 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 8040 members 
Mstep: Class 25 contains 77631 members 
Mstep: Class 26 contains 13100 members 
Mstep: Class 27 contains 57078 members 
Mstep: Class 28 contains 15017 members 
Mstep: Class 29 contains 56669 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 95218 members 
Mstep: Class 33 contains 77919 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127733760.000000 Penalty: 74088.726562
Iteration 99Q: 34 clusters Score -1.277338e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 209 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 71002 members 
Mstep: Class 7 contains 7901 members 
Mstep: Class 8 contains 13593 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 79391 members 
Mstep: Class 11 contains 61159 members 
Mstep: Class 12 contains 67449 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 72436 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 87394 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 58916 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 76890 members 
Mstep: Class 26 contains 13111 members 
Mstep: Class 27 contains 57700 members 
Mstep: Class 28 contains 14791 members 
Mstep: Class 29 contains 56143 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 95736 members 
Mstep: Class 33 contains 78321 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127736384.000000 Penalty: 74088.726562
Iteration 100F: 34 clusters Score -1.277364e+08 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 70954 members 
Mstep: Class 7 contains 7897 members 
Mstep: Class 8 contains 13580 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 79217 members 
Mstep: Class 11 contains 62051 members 
Mstep: Class 12 contains 67065 members 
Mstep: Class 13 contains 18532 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 75473 members 
Mstep: Class 19 contains 14944 members 
Mstep: Class 20 contains 88069 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 58749 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 8018 members 
Mstep: Class 25 contains 76095 members 
Mstep: Class 26 contains 13116 members 
Mstep: Class 27 contains 55871 members 
Mstep: Class 28 contains 14524 members 
Mstep: Class 29 contains 54452 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 96252 members 
Mstep: Class 33 contains 78641 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127736768.000000 Penalty: 74088.726562
Iteration 101Q: 34 clusters Score -1.277368e+08 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 70903 members 
Mstep: Class 7 contains 7887 members 
Mstep: Class 8 contains 13560 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 79010 members 
Mstep: Class 11 contains 63122 members 
Mstep: Class 12 contains 66718 members 
Mstep: Class 13 contains 18472 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 77880 members 
Mstep: Class 19 contains 14943 members 
Mstep: Class 20 contains 88363 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 58716 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 8008 members 
Mstep: Class 25 contains 75170 members 
Mstep: Class 26 contains 13100 members 
Mstep: Class 27 contains 54313 members 
Mstep: Class 28 contains 14367 members 
Mstep: Class 29 contains 52956 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 97031 members 
Mstep: Class 33 contains 78959 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735568.000000 Penalty: 74088.726562
Iteration 102Q: 34 clusters Score -1.277356e+08 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 70810 members 
Mstep: Class 7 contains 7877 members 
Mstep: Class 8 contains 13549 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 78744 members 
Mstep: Class 11 contains 64464 members 
Mstep: Class 12 contains 66367 members 
Mstep: Class 13 contains 18420 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 16 contains 5914 members 
Mstep: Class 17 contains 80191 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 88405 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 58742 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 7981 members 
Mstep: Class 25 contains 74079 members 
Mstep: Class 26 contains 13085 members 
Mstep: Class 27 contains 52912 members 
Mstep: Class 28 contains 14209 members 
Mstep: Class 29 contains 51610 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 97807 members 
Mstep: Class 33 contains 79231 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735544.000000 Penalty: 74088.726562
Iteration 103Q: 34 clusters Score -1.277355e+08 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 13539 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 78418 members 
Mstep: Class 11 contains 66109 members 
Mstep: Class 12 contains 66090 members 
Mstep: Class 13 contains 18380 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 5946 members 
Mstep: Class 17 contains 82418 members 
Mstep: Class 19 contains 14958 members 
Mstep: Class 20 contains 88186 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 58798 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 7960 members 
Mstep: Class 25 contains 72740 members 
Mstep: Class 26 contains 13046 members 
Mstep: Class 27 contains 51863 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 50412 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 98448 members 
Mstep: Class 33 contains 79319 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735480.000000 Penalty: 74088.726562
Iteration 104Q: 34 clusters Score -1.277355e+08 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1640 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 70775 members 
Mstep: Class 7 contains 7862 members 
Mstep: Class 8 contains 13524 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 78130 members 
Mstep: Class 11 contains 67902 members 
Mstep: Class 12 contains 65875 members 
Mstep: Class 13 contains 18342 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 84609 members 
Mstep: Class 19 contains 14971 members 
Mstep: Class 20 contains 87848 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 58867 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7945 members 
Mstep: Class 25 contains 71248 members 
Mstep: Class 26 contains 13025 members 
Mstep: Class 27 contains 51106 members 
Mstep: Class 28 contains 13893 members 
Mstep: Class 29 contains 49292 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 98746 members 
Mstep: Class 33 contains 79392 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 3738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735480.000000 Penalty: 74088.726562
Iteration 105Q: 34 clusters Score -1.277355e+08 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 70821 members 
Mstep: Class 7 contains 7850 members 
Mstep: Class 8 contains 13507 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 77750 members 
Mstep: Class 11 contains 69783 members 
Mstep: Class 12 contains 65672 members 
Mstep: Class 13 contains 18301 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 86692 members 
Mstep: Class 19 contains 14995 members 
Mstep: Class 20 contains 87376 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 58983 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7930 members 
Mstep: Class 25 contains 69682 members 
Mstep: Class 26 contains 13005 members 
Mstep: Class 27 contains 50949 members 
Mstep: Class 28 contains 13763 members 
Mstep: Class 29 contains 48224 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4773 members 
Mstep: Class 32 contains 98456 members 
Mstep: Class 33 contains 79557 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127735936.000000 Penalty: 74088.726562
Iteration 106Q: 34 clusters Score -1.277359e+08 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1640 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 70902 members 
Mstep: Class 7 contains 7839 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 77336 members 
Mstep: Class 11 contains 71813 members 
Mstep: Class 12 contains 65530 members 
Mstep: Class 13 contains 18270 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 88650 members 
Mstep: Class 19 contains 15002 members 
Mstep: Class 20 contains 86879 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 59099 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7905 members 
Mstep: Class 25 contains 67992 members 
Mstep: Class 26 contains 12967 members 
Mstep: Class 27 contains 51204 members 
Mstep: Class 28 contains 13680 members 
Mstep: Class 29 contains 47232 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 97731 members 
Mstep: Class 33 contains 79710 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127736632.000000 Penalty: 74088.726562
Iteration 107Q: 34 clusters Score -1.277366e+08 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 71014 members 
Mstep: Class 7 contains 7836 members 
Mstep: Class 8 contains 13498 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 76969 members 
Mstep: Class 11 contains 73703 members 
Mstep: Class 12 contains 65401 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 90441 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 86369 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 59211 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7886 members 
Mstep: Class 25 contains 66392 members 
Mstep: Class 26 contains 12933 members 
Mstep: Class 27 contains 51788 members 
Mstep: Class 28 contains 13538 members 
Mstep: Class 29 contains 46297 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 96688 members 
Mstep: Class 33 contains 80008 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127737416.000000 Penalty: 74088.726562
Iteration 108Q: 34 clusters Score -1.277374e+08 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 71136 members 
Mstep: Class 7 contains 7831 members 
Mstep: Class 8 contains 13500 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 76728 members 
Mstep: Class 11 contains 75301 members 
Mstep: Class 12 contains 65315 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 92051 members 
Mstep: Class 19 contains 15015 members 
Mstep: Class 20 contains 85856 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 59357 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7867 members 
Mstep: Class 25 contains 65017 members 
Mstep: Class 26 contains 12894 members 
Mstep: Class 27 contains 52852 members 
Mstep: Class 28 contains 13401 members 
Mstep: Class 29 contains 45363 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 95000 members 
Mstep: Class 33 contains 80491 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127738800.000000 Penalty: 74088.726562
Iteration 109Q: 34 clusters Score -1.277388e+08 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 71260 members 
Mstep: Class 7 contains 7826 members 
Mstep: Class 8 contains 13489 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 76574 members 
Mstep: Class 11 contains 76656 members 
Mstep: Class 12 contains 65253 members 
Mstep: Class 13 contains 18158 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 16 contains 6009 members 
Mstep: Class 17 contains 93586 members 
Mstep: Class 19 contains 15026 members 
Mstep: Class 20 contains 85216 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 59548 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7860 members 
Mstep: Class 25 contains 63794 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 54512 members 
Mstep: Class 28 contains 13275 members 
Mstep: Class 29 contains 44497 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 92491 members 
Mstep: Class 33 contains 81245 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127739560.000000 Penalty: 74088.726562
Iteration 110Q: 34 clusters Score -1.277396e+08 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 7826 members 
Mstep: Class 8 contains 13478 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 76479 members 
Mstep: Class 11 contains 77795 members 
Mstep: Class 12 contains 65154 members 
Mstep: Class 13 contains 18124 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 16 contains 6023 members 
Mstep: Class 17 contains 94634 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 84564 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 59731 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7856 members 
Mstep: Class 25 contains 62813 members 
Mstep: Class 26 contains 12838 members 
Mstep: Class 27 contains 56696 members 
Mstep: Class 28 contains 13188 members 
Mstep: Class 29 contains 43625 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 89546 members 
Mstep: Class 33 contains 82321 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127739728.000000 Penalty: 74088.726562
Iteration 111Q: 34 clusters Score -1.277397e+08 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71461 members 
Mstep: Class 7 contains 7823 members 
Mstep: Class 8 contains 13468 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 76418 members 
Mstep: Class 11 contains 78737 members 
Mstep: Class 12 contains 65072 members 
Mstep: Class 13 contains 18110 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 17 contains 95002 members 
Mstep: Class 19 contains 15029 members 
Mstep: Class 20 contains 83964 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 59879 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7847 members 
Mstep: Class 25 contains 62084 members 
Mstep: Class 26 contains 12840 members 
Mstep: Class 27 contains 59114 members 
Mstep: Class 28 contains 13151 members 
Mstep: Class 29 contains 42797 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 86820 members 
Mstep: Class 33 contains 83410 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127739992.000000 Penalty: 74088.726562
Iteration 112Q: 34 clusters Score -1.2774e+08 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 71545 members 
Mstep: Class 7 contains 7818 members 
Mstep: Class 8 contains 13459 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 76374 members 
Mstep: Class 11 contains 79550 members 
Mstep: Class 12 contains 64969 members 
Mstep: Class 13 contains 18083 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 95361 members 
Mstep: Class 19 contains 15025 members 
Mstep: Class 20 contains 83461 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 60049 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 7833 members 
Mstep: Class 25 contains 61494 members 
Mstep: Class 26 contains 12826 members 
Mstep: Class 27 contains 61602 members 
Mstep: Class 28 contains 13090 members 
Mstep: Class 29 contains 42010 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 84266 members 
Mstep: Class 33 contains 84166 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127741480.000000 Penalty: 74088.726562
Iteration 113Q: 34 clusters Score -1.277415e+08 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 71609 members 
Mstep: Class 7 contains 7809 members 
Mstep: Class 8 contains 13462 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 76263 members 
Mstep: Class 11 contains 80217 members 
Mstep: Class 12 contains 64889 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 16 contains 6112 members 
Mstep: Class 17 contains 95621 members 
Mstep: Class 19 contains 15026 members 
Mstep: Class 20 contains 83033 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 60256 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7827 members 
Mstep: Class 25 contains 61110 members 
Mstep: Class 26 contains 12814 members 
Mstep: Class 27 contains 64122 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 41252 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 81876 members 
Mstep: Class 33 contains 84671 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127741616.000000 Penalty: 74088.726562
Iteration 114Q: 34 clusters Score -1.277416e+08 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 71632 members 
Mstep: Class 7 contains 7802 members 
Mstep: Class 8 contains 13462 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 76063 members 
Mstep: Class 11 contains 80737 members 
Mstep: Class 12 contains 64762 members 
Mstep: Class 13 contains 18033 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 17 contains 95646 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 82672 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 60536 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7824 members 
Mstep: Class 25 contains 60959 members 
Mstep: Class 26 contains 12830 members 
Mstep: Class 27 contains 66864 members 
Mstep: Class 28 contains 12909 members 
Mstep: Class 29 contains 40505 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 79728 members 
Mstep: Class 33 contains 84903 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127741056.000000 Penalty: 74088.726562
Iteration 115Q: 34 clusters Score -1.277411e+08 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71658 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 13469 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 75737 members 
Mstep: Class 11 contains 81152 members 
Mstep: Class 12 contains 64695 members 
Mstep: Class 13 contains 18013 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 95731 members 
Mstep: Class 19 contains 15045 members 
Mstep: Class 20 contains 82299 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 60891 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7823 members 
Mstep: Class 25 contains 61018 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 69464 members 
Mstep: Class 28 contains 12805 members 
Mstep: Class 29 contains 39795 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 77707 members 
Mstep: Class 33 contains 84944 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127741032.000000 Penalty: 74088.726562
Iteration 116Q: 34 clusters Score -1.27741e+08 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 71670 members 
Mstep: Class 7 contains 7792 members 
Mstep: Class 8 contains 13473 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 75277 members 
Mstep: Class 11 contains 81467 members 
Mstep: Class 12 contains 64605 members 
Mstep: Class 13 contains 18007 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 95795 members 
Mstep: Class 19 contains 15046 members 
Mstep: Class 20 contains 82025 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 61328 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7814 members 
Mstep: Class 25 contains 61336 members 
Mstep: Class 26 contains 12883 members 
Mstep: Class 27 contains 71834 members 
Mstep: Class 28 contains 12706 members 
Mstep: Class 29 contains 39045 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 75880 members 
Mstep: Class 33 contains 84887 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127740952.000000 Penalty: 74088.726562
Iteration 117Q: 34 clusters Score -1.27741e+08 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 71695 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 13470 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 74681 members 
Mstep: Class 11 contains 81664 members 
Mstep: Class 12 contains 64517 members 
Mstep: Class 13 contains 18016 members 
Mstep: Class 14 contains 5585 members 
Mstep: Class 16 contains 6107 members 
Mstep: Class 17 contains 95623 members 
Mstep: Class 19 contains 15061 members 
Mstep: Class 20 contains 81822 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 61869 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7804 members 
Mstep: Class 25 contains 61884 members 
Mstep: Class 26 contains 12893 members 
Mstep: Class 27 contains 73995 members 
Mstep: Class 28 contains 12621 members 
Mstep: Class 29 contains 38271 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 74354 members 
Mstep: Class 33 contains 84821 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127741232.000000 Penalty: 74088.726562
Iteration 118Q: 34 clusters Score -1.277412e+08 nChanged 10058
Entering ConstructFrom: 
Score: -127741232.000000 Penalty: 74088.726562
Entering ConstructFrom: 
Trying to split cluster 1 (5474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Entering Unmasked Estep 
Score: -658885.437500 Penalty: 1398.761841
	Iteration 0F: 2 clusters Score -658885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -654667.437500 Penalty: 2797.523682
	Iteration 0F: 3 clusters Score -654667.4 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -656025.625000 Penalty: 2797.523682
	Iteration 1F: 3 clusters Score -656025.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -656359.625000 Penalty: 2797.523682
	Iteration 2F: 3 clusters Score -656359.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -656633.437500 Penalty: 2797.523682
	Iteration 3F: 3 clusters Score -656633.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -656841.750000 Penalty: 2797.523682
	Iteration 4F: 3 clusters Score -656841.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -656981.625000 Penalty: 2797.523682
	Iteration 5Q: 3 clusters Score -656981.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -657086.375000 Penalty: 2797.523682
	Iteration 6Q: 3 clusters Score -657086.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -657189.312500 Penalty: 2797.523682
	Iteration 7Q: 3 clusters Score -657189.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -657269.625000 Penalty: 2797.523682
	Iteration 8Q: 3 clusters Score -657269.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -657350.250000 Penalty: 2797.523682
	Iteration 9Q: 3 clusters Score -657350.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -657422.937500 Penalty: 2797.523682
	Iteration 10Q: 3 clusters Score -657422.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -657479.187500 Penalty: 2797.523682
	Iteration 11Q: 3 clusters Score -657479.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -657532.000000 Penalty: 2797.523682
	Iteration 12Q: 3 clusters Score -657532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -657586.375000 Penalty: 2797.523682
	Iteration 13Q: 3 clusters Score -657586.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -657632.375000 Penalty: 2797.523682
	Iteration 14Q: 3 clusters Score -657632.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -657679.812500 Penalty: 2797.523682
	Iteration 15Q: 3 clusters Score -657679.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -657716.437500 Penalty: 2797.523682
	Iteration 16Q: 3 clusters Score -657716.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -657740.875000 Penalty: 2797.523682
	Iteration 17Q: 3 clusters Score -657740.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -657765.187500 Penalty: 2797.523682
	Iteration 18Q: 3 clusters Score -657765.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -657780.687500 Penalty: 2797.523682
	Iteration 19Q: 3 clusters Score -657780.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -657799.937500 Penalty: 2797.523682
	Iteration 20F: 3 clusters Score -657799.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -657817.125000 Penalty: 2797.523682
	Iteration 21Q: 3 clusters Score -657817.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -657827.562500 Penalty: 2797.523682
	Iteration 22Q: 3 clusters Score -657827.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -657843.000000 Penalty: 2797.523682
	Iteration 23Q: 3 clusters Score -657843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -657856.250000 Penalty: 2797.523682
	Iteration 24Q: 3 clusters Score -657856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -657866.875000 Penalty: 2797.523682
	Iteration 25Q: 3 clusters Score -657866.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -657873.062500 Penalty: 2797.523682
	Iteration 26Q: 3 clusters Score -657873.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -657881.500000 Penalty: 2797.523682
	Iteration 27Q: 3 clusters Score -657881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -657883.250000 Penalty: 2797.523682
	Iteration 28Q: 3 clusters Score -657883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -657889.437500 Penalty: 2797.523682
	Iteration 29Q: 3 clusters Score -657889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -657890.625000 Penalty: 2797.523682
	Iteration 30Q: 3 clusters Score -657890.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -657895.875000 Penalty: 2797.523682
	Iteration 31Q: 3 clusters Score -657895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -657898.750000 Penalty: 2797.523682
	Iteration 32Q: 3 clusters Score -657898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -657901.750000 Penalty: 2797.523682
	Iteration 33Q: 3 clusters Score -657901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -657902.125000 Penalty: 2797.523682
	Iteration 34Q: 3 clusters Score -657902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -657902.687500 Penalty: 2797.523682
	Iteration 35Q: 3 clusters Score -657902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -657903.125000 Penalty: 2797.523682
	Iteration 36Q: 3 clusters Score -657903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -657903.250000 Penalty: 2797.523682
	Iteration 37Q: 3 clusters Score -657903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -657903.250000 Penalty: 2797.523682
	Iteration 38F: 3 clusters Score -657903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -17658.982422 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -17658.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16996.398438 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -16996.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17181.970703 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17181.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -17289.117188 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -17289.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17339.953125 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -17339.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17354.539062 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -17354.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17354.539062 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -17354.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -186415.781250 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -186415.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184584.593750 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -184584.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185057.937500 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -185057.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -185204.703125 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -185204.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185304.750000 Penalty: 2407.969238
	Iteration 3F: 3 clusters Score -185304.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185382.421875 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -185382.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -185451.500000 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -185451.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -185522.812500 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -185522.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -185582.718750 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -185582.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -185624.312500 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -185624.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -185666.546875 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -185666.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -185723.593750 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -185723.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -185755.593750 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -185755.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185783.968750 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -185784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185802.281250 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -185802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185814.968750 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -185815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -185827.906250 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -185827.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185836.343750 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -185836.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -185841.687500 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -185841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185844.703125 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -185844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -185848.640625 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -185848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185851.734375 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -185851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185855.593750 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -185855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185856.375000 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -185856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185856.375000 Penalty: 2407.969238
	Iteration 23F: 3 clusters Score -185856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -34843.679688 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -34843.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34108.152344 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -34108.15 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34378.886719 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -34378.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34498.363281 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -34498.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34552.824219 Penalty: 1907.521484
	Iteration 3F: 3 clusters Score -34552.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34578.894531 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -34578.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34581.867188 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -34581.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34581.867188 Penalty: 1907.521484
	Iteration 6F: 3 clusters Score -34581.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1031640.062500 Penalty: 1460.541260
	Iteration 0F: 2 clusters Score -1031640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1025748.750000 Penalty: 2921.082520
	Iteration 0F: 3 clusters Score -1025749 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1027590.187500 Penalty: 2921.082520
	Iteration 1F: 3 clusters Score -1027590 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1027849.937500 Penalty: 2921.082520
	Iteration 2F: 3 clusters Score -1027850 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1028119.687500 Penalty: 2921.082520
	Iteration 3F: 3 clusters Score -1028120 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1028401.687500 Penalty: 2921.082520
	Iteration 4F: 3 clusters Score -1028402 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1028659.375000 Penalty: 2921.082520
	Iteration 5F: 3 clusters Score -1028659 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1028876.250000 Penalty: 2921.082520
	Iteration 6Q: 3 clusters Score -1028876 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1029077.875000 Penalty: 2921.082520
	Iteration 7Q: 3 clusters Score -1029078 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1029245.625000 Penalty: 2921.082520
	Iteration 8Q: 3 clusters Score -1029246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1029382.500000 Penalty: 2921.082520
	Iteration 9Q: 3 clusters Score -1029382 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1029524.875000 Penalty: 2921.082520
	Iteration 10Q: 3 clusters Score -1029525 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1029676.437500 Penalty: 2921.082520
	Iteration 11Q: 3 clusters Score -1029676 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1029818.375000 Penalty: 2921.082520
	Iteration 12Q: 3 clusters Score -1029818 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1029951.312500 Penalty: 2921.082520
	Iteration 13Q: 3 clusters Score -1029951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1030073.875000 Penalty: 2921.082520
	Iteration 14Q: 3 clusters Score -1030074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1030161.875000 Penalty: 2921.082520
	Iteration 15Q: 3 clusters Score -1030162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1030231.437500 Penalty: 2921.082520
	Iteration 16Q: 3 clusters Score -1030231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1030275.250000 Penalty: 2921.082520
	Iteration 17Q: 3 clusters Score -1030275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1030299.375000 Penalty: 2921.082520
	Iteration 18Q: 3 clusters Score -1030299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1030314.125000 Penalty: 2921.082520
	Iteration 19Q: 3 clusters Score -1030314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1030327.875000 Penalty: 2921.082520
	Iteration 20F: 3 clusters Score -1030328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1030344.500000 Penalty: 2921.082520
	Iteration 21Q: 3 clusters Score -1030344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1030355.812500 Penalty: 2921.082520
	Iteration 22Q: 3 clusters Score -1030356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1030371.312500 Penalty: 2921.082520
	Iteration 23Q: 3 clusters Score -1030371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1030378.000000 Penalty: 2921.082520
	Iteration 24Q: 3 clusters Score -1030378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1030382.250000 Penalty: 2921.082520
	Iteration 25Q: 3 clusters Score -1030382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1030385.312500 Penalty: 2921.082520
	Iteration 26Q: 3 clusters Score -1030385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1030389.625000 Penalty: 2921.082520
	Iteration 27Q: 3 clusters Score -1030390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1030392.875000 Penalty: 2921.082520
	Iteration 28Q: 3 clusters Score -1030393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1030393.125000 Penalty: 2921.082520
	Iteration 29Q: 3 clusters Score -1030393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1030394.250000 Penalty: 2921.082520
	Iteration 30Q: 3 clusters Score -1030394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1030394.875000 Penalty: 2921.082520
	Iteration 31Q: 3 clusters Score -1030395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1030397.187500 Penalty: 2921.082520
	Iteration 32Q: 3 clusters Score -1030397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1030398.875000 Penalty: 2921.082520
	Iteration 33Q: 3 clusters Score -1030399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1030401.500000 Penalty: 2921.082520
	Iteration 34Q: 3 clusters Score -1030402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1030401.375000 Penalty: 2921.082520
	Iteration 35Q: 3 clusters Score -1030401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1030402.500000 Penalty: 2921.082520
	Iteration 36Q: 3 clusters Score -1030402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1030403.500000 Penalty: 2921.082520
	Iteration 37Q: 3 clusters Score -1030404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1030404.875000 Penalty: 2921.082520
	Iteration 38Q: 3 clusters Score -1030405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1030404.875000 Penalty: 2921.082520
	Iteration 39F: 3 clusters Score -1030405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Entering Unmasked Estep 
Score: -9146465.000000 Penalty: 1816.848877
	Iteration 0F: 2 clusters Score -9146465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -9098791.000000 Penalty: 3633.697754
	Iteration 0F: 3 clusters Score -9098791 nChanged 34029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -9118721.000000 Penalty: 3633.697754
	Iteration 1F: 3 clusters Score -9118721 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -9119873.000000 Penalty: 3633.697754
	Iteration 2Q: 3 clusters Score -9119873 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -9121387.000000 Penalty: 3633.697754
	Iteration 3Q: 3 clusters Score -9121387 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -9123199.000000 Penalty: 3633.697754
	Iteration 4F: 3 clusters Score -9123199 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -9125331.000000 Penalty: 3633.697754
	Iteration 5F: 3 clusters Score -9125331 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -9128009.000000 Penalty: 3633.697754
	Iteration 6F: 3 clusters Score -9128009 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -9131133.000000 Penalty: 3633.697754
	Iteration 7F: 3 clusters Score -9131133 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -9134159.000000 Penalty: 3633.697754
	Iteration 8F: 3 clusters Score -9134159 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -9136592.000000 Penalty: 3633.697754
	Iteration 9Q: 3 clusters Score -9136592 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -9138106.000000 Penalty: 3633.697754
	Iteration 10Q: 3 clusters Score -9138106 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -9139075.000000 Penalty: 3633.697754
	Iteration 11Q: 3 clusters Score -9139075 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -9139827.000000 Penalty: 3633.697754
	Iteration 12Q: 3 clusters Score -9139827 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -9140522.000000 Penalty: 3633.697754
	Iteration 13Q: 3 clusters Score -9140522 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -9141169.000000 Penalty: 3633.697754
	Iteration 14Q: 3 clusters Score -9141169 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -9141776.000000 Penalty: 3633.697754
	Iteration 15Q: 3 clusters Score -9141776 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9142302.000000 Penalty: 3633.697754
	Iteration 16Q: 3 clusters Score -9142302 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -9142727.000000 Penalty: 3633.697754
	Iteration 17Q: 3 clusters Score -9142727 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -9143114.000000 Penalty: 3633.697754
	Iteration 18Q: 3 clusters Score -9143114 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -9143468.000000 Penalty: 3633.697754
	Iteration 19Q: 3 clusters Score -9143468 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -9143833.000000 Penalty: 3633.697754
	Iteration 20F: 3 clusters Score -9143833 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -9144167.000000 Penalty: 3633.697754
	Iteration 21Q: 3 clusters Score -9144167 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9144395.000000 Penalty: 3633.697754
	Iteration 22Q: 3 clusters Score -9144395 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9144623.000000 Penalty: 3633.697754
	Iteration 23Q: 3 clusters Score -9144623 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9144811.000000 Penalty: 3633.697754
	Iteration 24Q: 3 clusters Score -9144811 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9144965.000000 Penalty: 3633.697754
	Iteration 25Q: 3 clusters Score -9144965 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9145084.000000 Penalty: 3633.697754
	Iteration 26Q: 3 clusters Score -9145084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9145191.000000 Penalty: 3633.697754
	Iteration 27Q: 3 clusters Score -9145191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9145264.000000 Penalty: 3633.697754
	Iteration 28Q: 3 clusters Score -9145264 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9145350.000000 Penalty: 3633.697754
	Iteration 29Q: 3 clusters Score -9145350 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9145410.000000 Penalty: 3633.697754
	Iteration 30Q: 3 clusters Score -9145410 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9145435.000000 Penalty: 3633.697754
	Iteration 31Q: 3 clusters Score -9145435 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9145465.000000 Penalty: 3633.697754
	Iteration 32Q: 3 clusters Score -9145465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9145497.000000 Penalty: 3633.697754
	Iteration 33Q: 3 clusters Score -9145497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9145498.000000 Penalty: 3633.697754
	Iteration 34Q: 3 clusters Score -9145498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9145514.000000 Penalty: 3633.697754
	Iteration 35Q: 3 clusters Score -9145514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9145522.000000 Penalty: 3633.697754
	Iteration 36Q: 3 clusters Score -9145522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9145542.000000 Penalty: 3633.697754
	Iteration 37Q: 3 clusters Score -9145542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9145551.000000 Penalty: 3633.697754
	Iteration 38Q: 3 clusters Score -9145551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9145552.000000 Penalty: 3633.697754
	Iteration 39Q: 3 clusters Score -9145552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9145573.000000 Penalty: 3633.697754
	Iteration 40F: 3 clusters Score -9145573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9145602.000000 Penalty: 3633.697754
	Iteration 41Q: 3 clusters Score -9145602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9145603.000000 Penalty: 3633.697754
	Iteration 42Q: 3 clusters Score -9145603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9145614.000000 Penalty: 3633.697754
	Iteration 43Q: 3 clusters Score -9145614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9145611.000000 Penalty: 3633.697754
	Iteration 44Q: 3 clusters Score -9145611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9145619.000000 Penalty: 3633.697754
	Iteration 45Q: 3 clusters Score -9145619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9145620.000000 Penalty: 3633.697754
	Iteration 46Q: 3 clusters Score -9145620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9145626.000000 Penalty: 3633.697754
	Iteration 47Q: 3 clusters Score -9145626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9145633.000000 Penalty: 3633.697754
	Iteration 48Q: 3 clusters Score -9145633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9145630.000000 Penalty: 3633.697754
	Iteration 49Q: 3 clusters Score -9145630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9145636.000000 Penalty: 3633.697754
	Iteration 50Q: 3 clusters Score -9145636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9145642.000000 Penalty: 3633.697754
	Iteration 51Q: 3 clusters Score -9145642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9145640.000000 Penalty: 3633.697754
	Iteration 52Q: 3 clusters Score -9145640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9145644.000000 Penalty: 3633.697754
	Iteration 53Q: 3 clusters Score -9145644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9145649.000000 Penalty: 3633.697754
	Iteration 54Q: 3 clusters Score -9145649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9145645.000000 Penalty: 3633.697754
	Iteration 55Q: 3 clusters Score -9145645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9145648.000000 Penalty: 3633.697754
	Iteration 56Q: 3 clusters Score -9145648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9145655.000000 Penalty: 3633.697754
	Iteration 57Q: 3 clusters Score -9145655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9145653.000000 Penalty: 3633.697754
	Iteration 58Q: 3 clusters Score -9145653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9145649.000000 Penalty: 3633.697754
	Iteration 59Q: 3 clusters Score -9145649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9145649.000000 Penalty: 3633.697754
	Iteration 60F: 3 clusters Score -9145649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9145651.000000 Penalty: 3633.697754
	Iteration 61Q: 3 clusters Score -9145651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9145645.000000 Penalty: 3633.697754
	Iteration 62Q: 3 clusters Score -9145645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9145648.000000 Penalty: 3633.697754
	Iteration 63Q: 3 clusters Score -9145648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9145648.000000 Penalty: 3633.697754
	Iteration 64F: 3 clusters Score -9145648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Entering Unmasked Estep 
Score: -985068.312500 Penalty: 1455.929932
	Iteration 0F: 2 clusters Score -985068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -979304.312500 Penalty: 2911.859863
	Iteration 0F: 3 clusters Score -979304.3 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -981060.375000 Penalty: 2911.859863
	Iteration 1F: 3 clusters Score -981060.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -981341.312500 Penalty: 2911.859863
	Iteration 2F: 3 clusters Score -981341.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -981577.750000 Penalty: 2911.859863
	Iteration 3F: 3 clusters Score -981577.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -981805.187500 Penalty: 2911.859863
	Iteration 4F: 3 clusters Score -981805.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -982023.625000 Penalty: 2911.859863
	Iteration 5Q: 3 clusters Score -982023.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -982276.625000 Penalty: 2911.859863
	Iteration 6Q: 3 clusters Score -982276.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -982562.500000 Penalty: 2911.859863
	Iteration 7F: 3 clusters Score -982562.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -982857.687500 Penalty: 2911.859863
	Iteration 8Q: 3 clusters Score -982857.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -983174.875000 Penalty: 2911.859863
	Iteration 9Q: 3 clusters Score -983174.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -983425.187500 Penalty: 2911.859863
	Iteration 10Q: 3 clusters Score -983425.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -983591.250000 Penalty: 2911.859863
	Iteration 11Q: 3 clusters Score -983591.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -983710.562500 Penalty: 2911.859863
	Iteration 12Q: 3 clusters Score -983710.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -983808.187500 Penalty: 2911.859863
	Iteration 13Q: 3 clusters Score -983808.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -983862.312500 Penalty: 2911.859863
	Iteration 14Q: 3 clusters Score -983862.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -983904.812500 Penalty: 2911.859863
	Iteration 15Q: 3 clusters Score -983904.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -983947.875000 Penalty: 2911.859863
	Iteration 16Q: 3 clusters Score -983947.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -983979.312500 Penalty: 2911.859863
	Iteration 17Q: 3 clusters Score -983979.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -984005.312500 Penalty: 2911.859863
	Iteration 18Q: 3 clusters Score -984005.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -984027.812500 Penalty: 2911.859863
	Iteration 19Q: 3 clusters Score -984027.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -984056.812500 Penalty: 2911.859863
	Iteration 20F: 3 clusters Score -984056.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -984081.687500 Penalty: 2911.859863
	Iteration 21Q: 3 clusters Score -984081.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -984102.500000 Penalty: 2911.859863
	Iteration 22Q: 3 clusters Score -984102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -984103.562500 Penalty: 2911.859863
	Iteration 23Q: 3 clusters Score -984103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -984104.312500 Penalty: 2911.859863
	Iteration 24Q: 3 clusters Score -984104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -984105.125000 Penalty: 2911.859863
	Iteration 25Q: 3 clusters Score -984105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -984105.125000 Penalty: 2911.859863
	Iteration 26F: 3 clusters Score -984105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Entering Unmasked Estep 
Score: -1594101.125000 Penalty: 1545.001343
	Iteration 0F: 2 clusters Score -1594101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1584696.500000 Penalty: 3090.002686
	Iteration 0F: 3 clusters Score -1584696 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1588130.625000 Penalty: 3090.002686
	Iteration 1F: 3 clusters Score -1588131 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1588710.500000 Penalty: 3090.002686
	Iteration 2F: 3 clusters Score -1588710 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1589270.750000 Penalty: 3090.002686
	Iteration 3F: 3 clusters Score -1589271 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1589759.250000 Penalty: 3090.002686
	Iteration 4F: 3 clusters Score -1589759 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1590128.500000 Penalty: 3090.002686
	Iteration 5F: 3 clusters Score -1590128 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1590464.750000 Penalty: 3090.002686
	Iteration 6Q: 3 clusters Score -1590465 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1590729.000000 Penalty: 3090.002686
	Iteration 7Q: 3 clusters Score -1590729 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1590930.875000 Penalty: 3090.002686
	Iteration 8Q: 3 clusters Score -1590931 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1591094.125000 Penalty: 3090.002686
	Iteration 9Q: 3 clusters Score -1591094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1591238.125000 Penalty: 3090.002686
	Iteration 10Q: 3 clusters Score -1591238 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1591383.875000 Penalty: 3090.002686
	Iteration 11Q: 3 clusters Score -1591384 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1591526.750000 Penalty: 3090.002686
	Iteration 12Q: 3 clusters Score -1591527 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1591676.375000 Penalty: 3090.002686
	Iteration 13Q: 3 clusters Score -1591676 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1591833.875000 Penalty: 3090.002686
	Iteration 14Q: 3 clusters Score -1591834 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1591976.125000 Penalty: 3090.002686
	Iteration 15Q: 3 clusters Score -1591976 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1592122.125000 Penalty: 3090.002686
	Iteration 16Q: 3 clusters Score -1592122 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1592261.375000 Penalty: 3090.002686
	Iteration 17Q: 3 clusters Score -1592261 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1592416.000000 Penalty: 3090.002686
	Iteration 18Q: 3 clusters Score -1592416 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1592543.750000 Penalty: 3090.002686
	Iteration 19Q: 3 clusters Score -1592544 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1592641.250000 Penalty: 3090.002686
	Iteration 20F: 3 clusters Score -1592641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1592743.375000 Penalty: 3090.002686
	Iteration 21Q: 3 clusters Score -1592743 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1592838.625000 Penalty: 3090.002686
	Iteration 22Q: 3 clusters Score -1592839 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1592936.125000 Penalty: 3090.002686
	Iteration 23Q: 3 clusters Score -1592936 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1593017.000000 Penalty: 3090.002686
	Iteration 24Q: 3 clusters Score -1593017 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1593097.375000 Penalty: 3090.002686
	Iteration 25Q: 3 clusters Score -1593097 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1593150.875000 Penalty: 3090.002686
	Iteration 26Q: 3 clusters Score -1593151 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1593196.750000 Penalty: 3090.002686
	Iteration 27Q: 3 clusters Score -1593197 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1593240.750000 Penalty: 3090.002686
	Iteration 28Q: 3 clusters Score -1593241 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1593268.625000 Penalty: 3090.002686
	Iteration 29Q: 3 clusters Score -1593269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1593290.750000 Penalty: 3090.002686
	Iteration 30Q: 3 clusters Score -1593291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1593309.750000 Penalty: 3090.002686
	Iteration 31Q: 3 clusters Score -1593310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1593336.375000 Penalty: 3090.002686
	Iteration 32Q: 3 clusters Score -1593336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1593369.125000 Penalty: 3090.002686
	Iteration 33Q: 3 clusters Score -1593369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1593389.125000 Penalty: 3090.002686
	Iteration 34Q: 3 clusters Score -1593389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1593417.625000 Penalty: 3090.002686
	Iteration 35Q: 3 clusters Score -1593418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1593436.375000 Penalty: 3090.002686
	Iteration 36Q: 3 clusters Score -1593436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1593449.125000 Penalty: 3090.002686
	Iteration 37Q: 3 clusters Score -1593449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1593461.375000 Penalty: 3090.002686
	Iteration 38Q: 3 clusters Score -1593461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1593477.875000 Penalty: 3090.002686
	Iteration 39Q: 3 clusters Score -1593478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1593486.500000 Penalty: 3090.002686
	Iteration 40F: 3 clusters Score -1593486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1593490.625000 Penalty: 3090.002686
	Iteration 41Q: 3 clusters Score -1593491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1593498.000000 Penalty: 3090.002686
	Iteration 42Q: 3 clusters Score -1593498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1593501.500000 Penalty: 3090.002686
	Iteration 43Q: 3 clusters Score -1593502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1593507.250000 Penalty: 3090.002686
	Iteration 44Q: 3 clusters Score -1593507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1593512.000000 Penalty: 3090.002686
	Iteration 45Q: 3 clusters Score -1593512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1593515.375000 Penalty: 3090.002686
	Iteration 46Q: 3 clusters Score -1593515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1593517.250000 Penalty: 3090.002686
	Iteration 47Q: 3 clusters Score -1593517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1593523.500000 Penalty: 3090.002686
	Iteration 48Q: 3 clusters Score -1593524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1593524.750000 Penalty: 3090.002686
	Iteration 49Q: 3 clusters Score -1593525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1593522.625000 Penalty: 3090.002686
	Iteration 50Q: 3 clusters Score -1593523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1593523.750000 Penalty: 3090.002686
	Iteration 51Q: 3 clusters Score -1593524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1593524.000000 Penalty: 3090.002686
	Iteration 52Q: 3 clusters Score -1593524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1593523.625000 Penalty: 3090.002686
	Iteration 53Q: 3 clusters Score -1593524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1593523.625000 Penalty: 3090.002686
	Iteration 54F: 3 clusters Score -1593524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -680546.375000 Penalty: 1396.369385
	Iteration 0F: 2 clusters Score -680546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -676357.250000 Penalty: 2792.738770
	Iteration 0F: 3 clusters Score -676357.2 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -677575.312500 Penalty: 2792.738770
	Iteration 1F: 3 clusters Score -677575.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -677814.312500 Penalty: 2792.738770
	Iteration 2F: 3 clusters Score -677814.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -677991.375000 Penalty: 2792.738770
	Iteration 3F: 3 clusters Score -677991.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -678154.375000 Penalty: 2792.738770
	Iteration 4F: 3 clusters Score -678154.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -678288.625000 Penalty: 2792.738770
	Iteration 5Q: 3 clusters Score -678288.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -678388.500000 Penalty: 2792.738770
	Iteration 6Q: 3 clusters Score -678388.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -678463.937500 Penalty: 2792.738770
	Iteration 7Q: 3 clusters Score -678463.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -678529.875000 Penalty: 2792.738770
	Iteration 8Q: 3 clusters Score -678529.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -678584.187500 Penalty: 2792.738770
	Iteration 9Q: 3 clusters Score -678584.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -678632.000000 Penalty: 2792.738770
	Iteration 10Q: 3 clusters Score -678632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -678680.687500 Penalty: 2792.738770
	Iteration 11Q: 3 clusters Score -678680.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -678732.937500 Penalty: 2792.738770
	Iteration 12Q: 3 clusters Score -678732.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -678784.625000 Penalty: 2792.738770
	Iteration 13Q: 3 clusters Score -678784.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -678828.375000 Penalty: 2792.738770
	Iteration 14Q: 3 clusters Score -678828.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -678875.000000 Penalty: 2792.738770
	Iteration 15Q: 3 clusters Score -678875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -678911.750000 Penalty: 2792.738770
	Iteration 16Q: 3 clusters Score -678911.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -678951.687500 Penalty: 2792.738770
	Iteration 17Q: 3 clusters Score -678951.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -678980.437500 Penalty: 2792.738770
	Iteration 18Q: 3 clusters Score -678980.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -678996.750000 Penalty: 2792.738770
	Iteration 19Q: 3 clusters Score -678996.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -679014.687500 Penalty: 2792.738770
	Iteration 20F: 3 clusters Score -679014.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -679030.250000 Penalty: 2792.738770
	Iteration 21Q: 3 clusters Score -679030.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -679050.750000 Penalty: 2792.738770
	Iteration 22Q: 3 clusters Score -679050.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -679067.500000 Penalty: 2792.738770
	Iteration 23Q: 3 clusters Score -679067.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -679082.062500 Penalty: 2792.738770
	Iteration 24Q: 3 clusters Score -679082.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -679095.750000 Penalty: 2792.738770
	Iteration 25Q: 3 clusters Score -679095.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -679111.125000 Penalty: 2792.738770
	Iteration 26Q: 3 clusters Score -679111.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -679131.250000 Penalty: 2792.738770
	Iteration 27Q: 3 clusters Score -679131.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -679150.000000 Penalty: 2792.738770
	Iteration 28Q: 3 clusters Score -679150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -679176.187500 Penalty: 2792.738770
	Iteration 29Q: 3 clusters Score -679176.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -679203.937500 Penalty: 2792.738770
	Iteration 30Q: 3 clusters Score -679203.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -679228.062500 Penalty: 2792.738770
	Iteration 31Q: 3 clusters Score -679228.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -679247.125000 Penalty: 2792.738770
	Iteration 32Q: 3 clusters Score -679247.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -679263.000000 Penalty: 2792.738770
	Iteration 33Q: 3 clusters Score -679263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -679274.125000 Penalty: 2792.738770
	Iteration 34Q: 3 clusters Score -679274.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -679280.812500 Penalty: 2792.738770
	Iteration 35Q: 3 clusters Score -679280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -679289.375000 Penalty: 2792.738770
	Iteration 36Q: 3 clusters Score -679289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -679291.375000 Penalty: 2792.738770
	Iteration 37Q: 3 clusters Score -679291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -679297.750000 Penalty: 2792.738770
	Iteration 38Q: 3 clusters Score -679297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -679299.250000 Penalty: 2792.738770
	Iteration 39Q: 3 clusters Score -679299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -679301.812500 Penalty: 2792.738770
	Iteration 40F: 3 clusters Score -679301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -679301.687500 Penalty: 2792.738770
	Iteration 41Q: 3 clusters Score -679301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -679306.187500 Penalty: 2792.738770
	Iteration 42Q: 3 clusters Score -679306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -679307.437500 Penalty: 2792.738770
	Iteration 43Q: 3 clusters Score -679307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -679308.375000 Penalty: 2792.738770
	Iteration 44Q: 3 clusters Score -679308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -679310.250000 Penalty: 2792.738770
	Iteration 45Q: 3 clusters Score -679310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -679312.562500 Penalty: 2792.738770
	Iteration 46Q: 3 clusters Score -679312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -679313.812500 Penalty: 2792.738770
	Iteration 47Q: 3 clusters Score -679313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -679314.437500 Penalty: 2792.738770
	Iteration 48Q: 3 clusters Score -679314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -679317.250000 Penalty: 2792.738770
	Iteration 49Q: 3 clusters Score -679317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -679320.937500 Penalty: 2792.738770
	Iteration 50Q: 3 clusters Score -679320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -679323.125000 Penalty: 2792.738770
	Iteration 51Q: 3 clusters Score -679323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -679324.937500 Penalty: 2792.738770
	Iteration 52Q: 3 clusters Score -679324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -679324.687500 Penalty: 2792.738770
	Iteration 53Q: 3 clusters Score -679324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -679327.500000 Penalty: 2792.738770
	Iteration 54Q: 3 clusters Score -679327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -679330.312500 Penalty: 2792.738770
	Iteration 55Q: 3 clusters Score -679330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -679332.750000 Penalty: 2792.738770
	Iteration 56Q: 3 clusters Score -679332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -679332.875000 Penalty: 2792.738770
	Iteration 57Q: 3 clusters Score -679332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -679334.625000 Penalty: 2792.738770
	Iteration 58Q: 3 clusters Score -679334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -679334.000000 Penalty: 2792.738770
	Iteration 59Q: 3 clusters Score -679334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -679334.000000 Penalty: 2792.738770
	Iteration 60F: 3 clusters Score -679334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Entering Unmasked Estep 
Score: -9679790.000000 Penalty: 1821.494263
	Iteration 0F: 2 clusters Score -9679790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -9633056.000000 Penalty: 3642.988525
	Iteration 0F: 3 clusters Score -9633056 nChanged 35167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -9653209.000000 Penalty: 3642.988525
	Iteration 1F: 3 clusters Score -9653209 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -9653893.000000 Penalty: 3642.988525
	Iteration 2Q: 3 clusters Score -9653893 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -9655039.000000 Penalty: 3642.988525
	Iteration 3Q: 3 clusters Score -9655039 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -9657053.000000 Penalty: 3642.988525
	Iteration 4F: 3 clusters Score -9657053 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -9660607.000000 Penalty: 3642.988525
	Iteration 5F: 3 clusters Score -9660607 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -9666184.000000 Penalty: 3642.988525
	Iteration 6F: 3 clusters Score -9666184 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -9671663.000000 Penalty: 3642.988525
	Iteration 7F: 3 clusters Score -9671663 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9674987.000000 Penalty: 3642.988525
	Iteration 8F: 3 clusters Score -9674987 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9676801.000000 Penalty: 3642.988525
	Iteration 9Q: 3 clusters Score -9676801 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9677566.000000 Penalty: 3642.988525
	Iteration 10Q: 3 clusters Score -9677566 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9677848.000000 Penalty: 3642.988525
	Iteration 11Q: 3 clusters Score -9677848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9677975.000000 Penalty: 3642.988525
	Iteration 12Q: 3 clusters Score -9677975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9678025.000000 Penalty: 3642.988525
	Iteration 13Q: 3 clusters Score -9678025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9678065.000000 Penalty: 3642.988525
	Iteration 14Q: 3 clusters Score -9678065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9678095.000000 Penalty: 3642.988525
	Iteration 15Q: 3 clusters Score -9678095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9678117.000000 Penalty: 3642.988525
	Iteration 16Q: 3 clusters Score -9678117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9678151.000000 Penalty: 3642.988525
	Iteration 17Q: 3 clusters Score -9678151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9678154.000000 Penalty: 3642.988525
	Iteration 18Q: 3 clusters Score -9678154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9678158.000000 Penalty: 3642.988525
	Iteration 19Q: 3 clusters Score -9678158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9678157.000000 Penalty: 3642.988525
	Iteration 20F: 3 clusters Score -9678157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9678163.000000 Penalty: 3642.988525
	Iteration 21Q: 3 clusters Score -9678163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9678155.000000 Penalty: 3642.988525
	Iteration 22Q: 3 clusters Score -9678155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9678155.000000 Penalty: 3642.988525
	Iteration 23F: 3 clusters Score -9678155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Entering Unmasked Estep 
Score: -10757711.000000 Penalty: 1838.288696
	Iteration 0F: 2 clusters Score -1.075771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -10705736.000000 Penalty: 3676.577393
	Iteration 0F: 3 clusters Score -1.070574e+07 nChanged 39213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -10728812.000000 Penalty: 3676.577393
	Iteration 1F: 3 clusters Score -1.072881e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -10730083.000000 Penalty: 3676.577393
	Iteration 2Q: 3 clusters Score -1.073008e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -10732033.000000 Penalty: 3676.577393
	Iteration 3F: 3 clusters Score -1.073203e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -10735104.000000 Penalty: 3676.577393
	Iteration 4F: 3 clusters Score -1.07351e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -10740171.000000 Penalty: 3676.577393
	Iteration 5F: 3 clusters Score -1.074017e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -10746211.000000 Penalty: 3676.577393
	Iteration 6F: 3 clusters Score -1.074621e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -10751534.000000 Penalty: 3676.577393
	Iteration 7F: 3 clusters Score -1.075153e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -10754507.000000 Penalty: 3676.577393
	Iteration 8Q: 3 clusters Score -1.075451e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -10755493.000000 Penalty: 3676.577393
	Iteration 9Q: 3 clusters Score -1.075549e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -10755793.000000 Penalty: 3676.577393
	Iteration 10Q: 3 clusters Score -1.075579e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -10755946.000000 Penalty: 3676.577393
	Iteration 11Q: 3 clusters Score -1.075595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -10756019.000000 Penalty: 3676.577393
	Iteration 12Q: 3 clusters Score -1.075602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -10756023.000000 Penalty: 3676.577393
	Iteration 13Q: 3 clusters Score -1.075602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -10756037.000000 Penalty: 3676.577393
	Iteration 14Q: 3 clusters Score -1.075604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -10756044.000000 Penalty: 3676.577393
	Iteration 15Q: 3 clusters Score -1.075604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -10756047.000000 Penalty: 3676.577393
	Iteration 16Q: 3 clusters Score -1.075605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -10756054.000000 Penalty: 3676.577393
	Iteration 17Q: 3 clusters Score -1.075605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -10756060.000000 Penalty: 3676.577393
	Iteration 18Q: 3 clusters Score -1.075606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -10756059.000000 Penalty: 3676.577393
	Iteration 19Q: 3 clusters Score -1.075606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -10756059.000000 Penalty: 3676.577393
	Iteration 20F: 3 clusters Score -1.075606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Entering Unmasked Estep 
Score: -8110077.500000 Penalty: 1799.484863
	Iteration 0F: 2 clusters Score -8110078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -8067153.000000 Penalty: 3598.969727
	Iteration 0F: 3 clusters Score -8067153 nChanged 30333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -8083938.000000 Penalty: 3598.969727
	Iteration 1F: 3 clusters Score -8083938 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8084445.000000 Penalty: 3598.969727
	Iteration 2Q: 3 clusters Score -8084445 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8085011.000000 Penalty: 3598.969727
	Iteration 3Q: 3 clusters Score -8085011 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -8085692.500000 Penalty: 3598.969727
	Iteration 4Q: 3 clusters Score -8085692 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -8086664.500000 Penalty: 3598.969727
	Iteration 5Q: 3 clusters Score -8086664 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -8088163.500000 Penalty: 3598.969727
	Iteration 6Q: 3 clusters Score -8088164 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8090762.500000 Penalty: 3598.969727
	Iteration 7F: 3 clusters Score -8090762 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -8095022.000000 Penalty: 3598.969727
	Iteration 8F: 3 clusters Score -8095022 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -8100275.500000 Penalty: 3598.969727
	Iteration 9F: 3 clusters Score -8100276 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -8104839.500000 Penalty: 3598.969727
	Iteration 10F: 3 clusters Score -8104840 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -8107182.000000 Penalty: 3598.969727
	Iteration 11Q: 3 clusters Score -8107182 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8108039.000000 Penalty: 3598.969727
	Iteration 12Q: 3 clusters Score -8108039 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -8108297.500000 Penalty: 3598.969727
	Iteration 13Q: 3 clusters Score -8108298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -8108392.000000 Penalty: 3598.969727
	Iteration 14Q: 3 clusters Score -8108392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -8108440.500000 Penalty: 3598.969727
	Iteration 15Q: 3 clusters Score -8108440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -8108471.000000 Penalty: 3598.969727
	Iteration 16Q: 3 clusters Score -8108471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -8108490.500000 Penalty: 3598.969727
	Iteration 17Q: 3 clusters Score -8108490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8108505.000000 Penalty: 3598.969727
	Iteration 18Q: 3 clusters Score -8108505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -8108522.000000 Penalty: 3598.969727
	Iteration 19Q: 3 clusters Score -8108522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -8108523.500000 Penalty: 3598.969727
	Iteration 20F: 3 clusters Score -8108524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -2309616.250000 Penalty: 1592.358032
	Iteration 0F: 2 clusters Score -2309616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2297348.500000 Penalty: 3184.716064
	Iteration 0F: 3 clusters Score -2297348 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2301804.250000 Penalty: 3184.716064
	Iteration 1F: 3 clusters Score -2301804 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2302314.500000 Penalty: 3184.716064
	Iteration 2F: 3 clusters Score -2302314 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2302818.500000 Penalty: 3184.716064
	Iteration 3F: 3 clusters Score -2302818 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2303329.000000 Penalty: 3184.716064
	Iteration 4F: 3 clusters Score -2303329 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2303807.500000 Penalty: 3184.716064
	Iteration 5F: 3 clusters Score -2303808 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2304313.500000 Penalty: 3184.716064
	Iteration 6Q: 3 clusters Score -2304314 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2304879.750000 Penalty: 3184.716064
	Iteration 7Q: 3 clusters Score -2304880 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2305484.750000 Penalty: 3184.716064
	Iteration 8Q: 3 clusters Score -2305485 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2305972.250000 Penalty: 3184.716064
	Iteration 9Q: 3 clusters Score -2305972 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2306343.250000 Penalty: 3184.716064
	Iteration 10Q: 3 clusters Score -2306343 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2306550.000000 Penalty: 3184.716064
	Iteration 11Q: 3 clusters Score -2306550 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2306690.000000 Penalty: 3184.716064
	Iteration 12Q: 3 clusters Score -2306690 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2306791.750000 Penalty: 3184.716064
	Iteration 13Q: 3 clusters Score -2306792 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2306881.000000 Penalty: 3184.716064
	Iteration 14Q: 3 clusters Score -2306881 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2306977.250000 Penalty: 3184.716064
	Iteration 15Q: 3 clusters Score -2306977 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2307056.500000 Penalty: 3184.716064
	Iteration 16Q: 3 clusters Score -2307056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2307154.000000 Penalty: 3184.716064
	Iteration 17Q: 3 clusters Score -2307154 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2307260.750000 Penalty: 3184.716064
	Iteration 18Q: 3 clusters Score -2307261 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2307365.500000 Penalty: 3184.716064
	Iteration 19Q: 3 clusters Score -2307366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2307441.750000 Penalty: 3184.716064
	Iteration 20F: 3 clusters Score -2307442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2307511.000000 Penalty: 3184.716064
	Iteration 21Q: 3 clusters Score -2307511 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2307582.500000 Penalty: 3184.716064
	Iteration 22Q: 3 clusters Score -2307582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2307645.250000 Penalty: 3184.716064
	Iteration 23Q: 3 clusters Score -2307645 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2307698.250000 Penalty: 3184.716064
	Iteration 24Q: 3 clusters Score -2307698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2307758.000000 Penalty: 3184.716064
	Iteration 25Q: 3 clusters Score -2307758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2307803.500000 Penalty: 3184.716064
	Iteration 26Q: 3 clusters Score -2307804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2307846.000000 Penalty: 3184.716064
	Iteration 27Q: 3 clusters Score -2307846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2307880.000000 Penalty: 3184.716064
	Iteration 28Q: 3 clusters Score -2307880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2307916.250000 Penalty: 3184.716064
	Iteration 29Q: 3 clusters Score -2307916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2307949.000000 Penalty: 3184.716064
	Iteration 30Q: 3 clusters Score -2307949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2307971.500000 Penalty: 3184.716064
	Iteration 31Q: 3 clusters Score -2307972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2307998.000000 Penalty: 3184.716064
	Iteration 32Q: 3 clusters Score -2307998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2308024.000000 Penalty: 3184.716064
	Iteration 33Q: 3 clusters Score -2308024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2308045.000000 Penalty: 3184.716064
	Iteration 34Q: 3 clusters Score -2308045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2308071.750000 Penalty: 3184.716064
	Iteration 35Q: 3 clusters Score -2308072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2308089.000000 Penalty: 3184.716064
	Iteration 36Q: 3 clusters Score -2308089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2308102.750000 Penalty: 3184.716064
	Iteration 37Q: 3 clusters Score -2308103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2308113.750000 Penalty: 3184.716064
	Iteration 38Q: 3 clusters Score -2308114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2308127.000000 Penalty: 3184.716064
	Iteration 39Q: 3 clusters Score -2308127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2308138.250000 Penalty: 3184.716064
	Iteration 40F: 3 clusters Score -2308138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2308151.000000 Penalty: 3184.716064
	Iteration 41Q: 3 clusters Score -2308151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2308170.000000 Penalty: 3184.716064
	Iteration 42Q: 3 clusters Score -2308170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2308177.250000 Penalty: 3184.716064
	Iteration 43Q: 3 clusters Score -2308177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2308188.250000 Penalty: 3184.716064
	Iteration 44Q: 3 clusters Score -2308188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2308193.000000 Penalty: 3184.716064
	Iteration 45Q: 3 clusters Score -2308193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2308200.250000 Penalty: 3184.716064
	Iteration 46Q: 3 clusters Score -2308200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2308210.500000 Penalty: 3184.716064
	Iteration 47Q: 3 clusters Score -2308210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2308209.750000 Penalty: 3184.716064
	Iteration 48Q: 3 clusters Score -2308210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2308219.250000 Penalty: 3184.716064
	Iteration 49Q: 3 clusters Score -2308219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2308222.250000 Penalty: 3184.716064
	Iteration 50Q: 3 clusters Score -2308222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2308227.750000 Penalty: 3184.716064
	Iteration 51Q: 3 clusters Score -2308228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2308230.250000 Penalty: 3184.716064
	Iteration 52Q: 3 clusters Score -2308230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2308234.250000 Penalty: 3184.716064
	Iteration 53Q: 3 clusters Score -2308234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2308242.000000 Penalty: 3184.716064
	Iteration 54Q: 3 clusters Score -2308242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2308246.750000 Penalty: 3184.716064
	Iteration 55Q: 3 clusters Score -2308247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2308250.750000 Penalty: 3184.716064
	Iteration 56Q: 3 clusters Score -2308251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2308255.000000 Penalty: 3184.716064
	Iteration 57Q: 3 clusters Score -2308255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2308256.500000 Penalty: 3184.716064
	Iteration 58Q: 3 clusters Score -2308256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2308260.500000 Penalty: 3184.716064
	Iteration 59Q: 3 clusters Score -2308260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2308265.750000 Penalty: 3184.716064
	Iteration 60F: 3 clusters Score -2308266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2308268.000000 Penalty: 3184.716064
	Iteration 61Q: 3 clusters Score -2308268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2308268.250000 Penalty: 3184.716064
	Iteration 62Q: 3 clusters Score -2308268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2308273.750000 Penalty: 3184.716064
	Iteration 63Q: 3 clusters Score -2308274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2308274.500000 Penalty: 3184.716064
	Iteration 64Q: 3 clusters Score -2308274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2308271.750000 Penalty: 3184.716064
	Iteration 65Q: 3 clusters Score -2308272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2308274.250000 Penalty: 3184.716064
	Iteration 66Q: 3 clusters Score -2308274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2308275.750000 Penalty: 3184.716064
	Iteration 67Q: 3 clusters Score -2308276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2308278.750000 Penalty: 3184.716064
	Iteration 68Q: 3 clusters Score -2308279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2308286.250000 Penalty: 3184.716064
	Iteration 69Q: 3 clusters Score -2308286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2308285.750000 Penalty: 3184.716064
	Iteration 70Q: 3 clusters Score -2308286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2308284.750000 Penalty: 3184.716064
	Iteration 71Q: 3 clusters Score -2308285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2308286.250000 Penalty: 3184.716064
	Iteration 72Q: 3 clusters Score -2308286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2308288.250000 Penalty: 3184.716064
	Iteration 73Q: 3 clusters Score -2308288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2308287.000000 Penalty: 3184.716064
	Iteration 74Q: 3 clusters Score -2308287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2308287.250000 Penalty: 3184.716064
	Iteration 75Q: 3 clusters Score -2308287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2308287.250000 Penalty: 3184.716064
	Iteration 76F: 3 clusters Score -2308287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -676757.250000 Penalty: 1402.140259
	Iteration 0F: 2 clusters Score -676757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -672468.687500 Penalty: 2804.280518
	Iteration 0F: 3 clusters Score -672468.7 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -673661.937500 Penalty: 2804.280518
	Iteration 1F: 3 clusters Score -673661.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -673879.000000 Penalty: 2804.280518
	Iteration 2F: 3 clusters Score -673879 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -674105.687500 Penalty: 2804.280518
	Iteration 3F: 3 clusters Score -674105.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -674349.187500 Penalty: 2804.280518
	Iteration 4F: 3 clusters Score -674349.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -674556.125000 Penalty: 2804.280518
	Iteration 5F: 3 clusters Score -674556.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -674727.000000 Penalty: 2804.280518
	Iteration 6Q: 3 clusters Score -674727 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -674864.500000 Penalty: 2804.280518
	Iteration 7Q: 3 clusters Score -674864.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -674988.562500 Penalty: 2804.280518
	Iteration 8Q: 3 clusters Score -674988.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -675090.625000 Penalty: 2804.280518
	Iteration 9Q: 3 clusters Score -675090.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -675172.437500 Penalty: 2804.280518
	Iteration 10Q: 3 clusters Score -675172.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -675248.187500 Penalty: 2804.280518
	Iteration 11Q: 3 clusters Score -675248.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -675303.937500 Penalty: 2804.280518
	Iteration 12Q: 3 clusters Score -675303.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -675340.500000 Penalty: 2804.280518
	Iteration 13Q: 3 clusters Score -675340.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -675364.062500 Penalty: 2804.280518
	Iteration 14Q: 3 clusters Score -675364.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -675384.187500 Penalty: 2804.280518
	Iteration 15Q: 3 clusters Score -675384.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -675397.937500 Penalty: 2804.280518
	Iteration 16Q: 3 clusters Score -675397.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -675406.312500 Penalty: 2804.280518
	Iteration 17Q: 3 clusters Score -675406.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -675414.187500 Penalty: 2804.280518
	Iteration 18Q: 3 clusters Score -675414.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -675419.562500 Penalty: 2804.280518
	Iteration 19Q: 3 clusters Score -675419.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -675424.687500 Penalty: 2804.280518
	Iteration 20F: 3 clusters Score -675424.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -675429.312500 Penalty: 2804.280518
	Iteration 21Q: 3 clusters Score -675429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -675434.875000 Penalty: 2804.280518
	Iteration 22Q: 3 clusters Score -675434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -675440.312500 Penalty: 2804.280518
	Iteration 23Q: 3 clusters Score -675440.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -675443.937500 Penalty: 2804.280518
	Iteration 24Q: 3 clusters Score -675443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -675448.125000 Penalty: 2804.280518
	Iteration 25Q: 3 clusters Score -675448.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -675452.500000 Penalty: 2804.280518
	Iteration 26Q: 3 clusters Score -675452.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -675457.000000 Penalty: 2804.280518
	Iteration 27Q: 3 clusters Score -675457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -675465.375000 Penalty: 2804.280518
	Iteration 28Q: 3 clusters Score -675465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -675472.062500 Penalty: 2804.280518
	Iteration 29Q: 3 clusters Score -675472.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -675477.312500 Penalty: 2804.280518
	Iteration 30Q: 3 clusters Score -675477.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -675480.625000 Penalty: 2804.280518
	Iteration 31Q: 3 clusters Score -675480.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -675485.937500 Penalty: 2804.280518
	Iteration 32Q: 3 clusters Score -675485.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -675490.125000 Penalty: 2804.280518
	Iteration 33Q: 3 clusters Score -675490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -675493.187500 Penalty: 2804.280518
	Iteration 34Q: 3 clusters Score -675493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -675494.812500 Penalty: 2804.280518
	Iteration 35Q: 3 clusters Score -675494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -675497.750000 Penalty: 2804.280518
	Iteration 36Q: 3 clusters Score -675497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -675503.312500 Penalty: 2804.280518
	Iteration 37Q: 3 clusters Score -675503.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -675507.312500 Penalty: 2804.280518
	Iteration 38Q: 3 clusters Score -675507.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -675511.312500 Penalty: 2804.280518
	Iteration 39Q: 3 clusters Score -675511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -675511.687500 Penalty: 2804.280518
	Iteration 40F: 3 clusters Score -675511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -675516.250000 Penalty: 2804.280518
	Iteration 41Q: 3 clusters Score -675516.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -675519.187500 Penalty: 2804.280518
	Iteration 42Q: 3 clusters Score -675519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -675523.375000 Penalty: 2804.280518
	Iteration 43Q: 3 clusters Score -675523.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -675528.062500 Penalty: 2804.280518
	Iteration 44Q: 3 clusters Score -675528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -675534.250000 Penalty: 2804.280518
	Iteration 45Q: 3 clusters Score -675534.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -675539.937500 Penalty: 2804.280518
	Iteration 46Q: 3 clusters Score -675539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -675544.187500 Penalty: 2804.280518
	Iteration 47Q: 3 clusters Score -675544.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -675549.562500 Penalty: 2804.280518
	Iteration 48Q: 3 clusters Score -675549.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -675551.625000 Penalty: 2804.280518
	Iteration 49Q: 3 clusters Score -675551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -675554.625000 Penalty: 2804.280518
	Iteration 50Q: 3 clusters Score -675554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -675556.250000 Penalty: 2804.280518
	Iteration 51Q: 3 clusters Score -675556.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -675558.937500 Penalty: 2804.280518
	Iteration 52Q: 3 clusters Score -675558.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -675558.625000 Penalty: 2804.280518
	Iteration 53Q: 3 clusters Score -675558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -675558.500000 Penalty: 2804.280518
	Iteration 54Q: 3 clusters Score -675558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -675559.437500 Penalty: 2804.280518
	Iteration 55Q: 3 clusters Score -675559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -675559.437500 Penalty: 2804.280518
	Iteration 56F: 3 clusters Score -675559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -767150.500000 Penalty: 1416.570190
	Iteration 0F: 2 clusters Score -767150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -762471.625000 Penalty: 2833.140381
	Iteration 0F: 3 clusters Score -762471.6 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -763903.937500 Penalty: 2833.140381
	Iteration 1F: 3 clusters Score -763903.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -764155.250000 Penalty: 2833.140381
	Iteration 2F: 3 clusters Score -764155.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -764367.687500 Penalty: 2833.140381
	Iteration 3F: 3 clusters Score -764367.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -764561.000000 Penalty: 2833.140381
	Iteration 4Q: 3 clusters Score -764561 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -764742.750000 Penalty: 2833.140381
	Iteration 5Q: 3 clusters Score -764742.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -764930.687500 Penalty: 2833.140381
	Iteration 6Q: 3 clusters Score -764930.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -765094.750000 Penalty: 2833.140381
	Iteration 7Q: 3 clusters Score -765094.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -765237.250000 Penalty: 2833.140381
	Iteration 8Q: 3 clusters Score -765237.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -765354.812500 Penalty: 2833.140381
	Iteration 9Q: 3 clusters Score -765354.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -765462.250000 Penalty: 2833.140381
	Iteration 10Q: 3 clusters Score -765462.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -765548.687500 Penalty: 2833.140381
	Iteration 11Q: 3 clusters Score -765548.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -765640.187500 Penalty: 2833.140381
	Iteration 12Q: 3 clusters Score -765640.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -765735.000000 Penalty: 2833.140381
	Iteration 13Q: 3 clusters Score -765735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -765824.562500 Penalty: 2833.140381
	Iteration 14Q: 3 clusters Score -765824.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -765902.500000 Penalty: 2833.140381
	Iteration 15Q: 3 clusters Score -765902.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -765968.812500 Penalty: 2833.140381
	Iteration 16Q: 3 clusters Score -765968.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -766019.562500 Penalty: 2833.140381
	Iteration 17Q: 3 clusters Score -766019.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -766059.687500 Penalty: 2833.140381
	Iteration 18Q: 3 clusters Score -766059.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -766085.937500 Penalty: 2833.140381
	Iteration 19Q: 3 clusters Score -766085.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -766105.687500 Penalty: 2833.140381
	Iteration 20F: 3 clusters Score -766105.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -766122.312500 Penalty: 2833.140381
	Iteration 21Q: 3 clusters Score -766122.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -766136.500000 Penalty: 2833.140381
	Iteration 22Q: 3 clusters Score -766136.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -766147.750000 Penalty: 2833.140381
	Iteration 23Q: 3 clusters Score -766147.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -766157.687500 Penalty: 2833.140381
	Iteration 24Q: 3 clusters Score -766157.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -766163.000000 Penalty: 2833.140381
	Iteration 25Q: 3 clusters Score -766163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -766166.687500 Penalty: 2833.140381
	Iteration 26Q: 3 clusters Score -766166.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -766171.875000 Penalty: 2833.140381
	Iteration 27Q: 3 clusters Score -766171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -766178.687500 Penalty: 2833.140381
	Iteration 28Q: 3 clusters Score -766178.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -766187.500000 Penalty: 2833.140381
	Iteration 29Q: 3 clusters Score -766187.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -766199.875000 Penalty: 2833.140381
	Iteration 30Q: 3 clusters Score -766199.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -766215.375000 Penalty: 2833.140381
	Iteration 31Q: 3 clusters Score -766215.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -766224.312500 Penalty: 2833.140381
	Iteration 32Q: 3 clusters Score -766224.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -766236.187500 Penalty: 2833.140381
	Iteration 33Q: 3 clusters Score -766236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -766251.625000 Penalty: 2833.140381
	Iteration 34Q: 3 clusters Score -766251.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -766272.625000 Penalty: 2833.140381
	Iteration 35Q: 3 clusters Score -766272.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -766286.000000 Penalty: 2833.140381
	Iteration 36Q: 3 clusters Score -766286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -766302.812500 Penalty: 2833.140381
	Iteration 37Q: 3 clusters Score -766302.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -766316.187500 Penalty: 2833.140381
	Iteration 38Q: 3 clusters Score -766316.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -766325.437500 Penalty: 2833.140381
	Iteration 39Q: 3 clusters Score -766325.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -766337.000000 Penalty: 2833.140381
	Iteration 40F: 3 clusters Score -766337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -766348.437500 Penalty: 2833.140381
	Iteration 41Q: 3 clusters Score -766348.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -766361.250000 Penalty: 2833.140381
	Iteration 42Q: 3 clusters Score -766361.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -766376.062500 Penalty: 2833.140381
	Iteration 43Q: 3 clusters Score -766376.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -766388.437500 Penalty: 2833.140381
	Iteration 44Q: 3 clusters Score -766388.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -766398.812500 Penalty: 2833.140381
	Iteration 45Q: 3 clusters Score -766398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -766406.750000 Penalty: 2833.140381
	Iteration 46Q: 3 clusters Score -766406.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -766412.000000 Penalty: 2833.140381
	Iteration 47Q: 3 clusters Score -766412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -766418.187500 Penalty: 2833.140381
	Iteration 48Q: 3 clusters Score -766418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -766423.125000 Penalty: 2833.140381
	Iteration 49Q: 3 clusters Score -766423.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -766426.875000 Penalty: 2833.140381
	Iteration 50Q: 3 clusters Score -766426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -766431.250000 Penalty: 2833.140381
	Iteration 51Q: 3 clusters Score -766431.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -766434.187500 Penalty: 2833.140381
	Iteration 52Q: 3 clusters Score -766434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -766439.062500 Penalty: 2833.140381
	Iteration 53Q: 3 clusters Score -766439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -766440.937500 Penalty: 2833.140381
	Iteration 54Q: 3 clusters Score -766440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -766443.875000 Penalty: 2833.140381
	Iteration 55Q: 3 clusters Score -766443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -766446.750000 Penalty: 2833.140381
	Iteration 56Q: 3 clusters Score -766446.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -766454.250000 Penalty: 2833.140381
	Iteration 57Q: 3 clusters Score -766454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -766462.062500 Penalty: 2833.140381
	Iteration 58Q: 3 clusters Score -766462.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -766475.812500 Penalty: 2833.140381
	Iteration 59Q: 3 clusters Score -766475.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -766487.875000 Penalty: 2833.140381
	Iteration 60F: 3 clusters Score -766487.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -766506.500000 Penalty: 2833.140381
	Iteration 61Q: 3 clusters Score -766506.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -766518.187500 Penalty: 2833.140381
	Iteration 62Q: 3 clusters Score -766518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -766524.250000 Penalty: 2833.140381
	Iteration 63Q: 3 clusters Score -766524.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -766532.062500 Penalty: 2833.140381
	Iteration 64Q: 3 clusters Score -766532.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -766541.250000 Penalty: 2833.140381
	Iteration 65Q: 3 clusters Score -766541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -766546.437500 Penalty: 2833.140381
	Iteration 66Q: 3 clusters Score -766546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -766550.687500 Penalty: 2833.140381
	Iteration 67Q: 3 clusters Score -766550.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -766556.562500 Penalty: 2833.140381
	Iteration 68Q: 3 clusters Score -766556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -766565.437500 Penalty: 2833.140381
	Iteration 69Q: 3 clusters Score -766565.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -766574.687500 Penalty: 2833.140381
	Iteration 70Q: 3 clusters Score -766574.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -766581.312500 Penalty: 2833.140381
	Iteration 71Q: 3 clusters Score -766581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -766588.562500 Penalty: 2833.140381
	Iteration 72Q: 3 clusters Score -766588.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -766590.875000 Penalty: 2833.140381
	Iteration 73Q: 3 clusters Score -766590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -766596.250000 Penalty: 2833.140381
	Iteration 74Q: 3 clusters Score -766596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -766601.375000 Penalty: 2833.140381
	Iteration 75Q: 3 clusters Score -766601.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -766608.375000 Penalty: 2833.140381
	Iteration 76Q: 3 clusters Score -766608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -766611.937500 Penalty: 2833.140381
	Iteration 77Q: 3 clusters Score -766611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -766614.375000 Penalty: 2833.140381
	Iteration 78Q: 3 clusters Score -766614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -766617.437500 Penalty: 2833.140381
	Iteration 79Q: 3 clusters Score -766617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -766620.375000 Penalty: 2833.140381
	Iteration 80F: 3 clusters Score -766620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -766622.687500 Penalty: 2833.140381
	Iteration 81Q: 3 clusters Score -766622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -766625.250000 Penalty: 2833.140381
	Iteration 82Q: 3 clusters Score -766625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -766624.312500 Penalty: 2833.140381
	Iteration 83Q: 3 clusters Score -766624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -766625.562500 Penalty: 2833.140381
	Iteration 84Q: 3 clusters Score -766625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -766626.937500 Penalty: 2833.140381
	Iteration 85Q: 3 clusters Score -766626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -766627.250000 Penalty: 2833.140381
	Iteration 86Q: 3 clusters Score -766627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -766628.812500 Penalty: 2833.140381
	Iteration 87Q: 3 clusters Score -766628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -766630.375000 Penalty: 2833.140381
	Iteration 88Q: 3 clusters Score -766630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -766632.062500 Penalty: 2833.140381
	Iteration 89Q: 3 clusters Score -766632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -766632.750000 Penalty: 2833.140381
	Iteration 90Q: 3 clusters Score -766632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -766631.812500 Penalty: 2833.140381
	Iteration 91Q: 3 clusters Score -766631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -766633.750000 Penalty: 2833.140381
	Iteration 92Q: 3 clusters Score -766633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -766634.562500 Penalty: 2833.140381
	Iteration 93Q: 3 clusters Score -766634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -766635.937500 Penalty: 2833.140381
	Iteration 94Q: 3 clusters Score -766635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -766635.500000 Penalty: 2833.140381
	Iteration 95Q: 3 clusters Score -766635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -766636.750000 Penalty: 2833.140381
	Iteration 96Q: 3 clusters Score -766636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -766637.750000 Penalty: 2833.140381
	Iteration 97Q: 3 clusters Score -766637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -766639.437500 Penalty: 2833.140381
	Iteration 98Q: 3 clusters Score -766639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -766641.875000 Penalty: 2833.140381
	Iteration 99Q: 3 clusters Score -766641.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -766641.000000 Penalty: 2833.140381
	Iteration 100F: 3 clusters Score -766641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -766641.687500 Penalty: 2833.140381
	Iteration 101Q: 3 clusters Score -766641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -766643.250000 Penalty: 2833.140381
	Iteration 102Q: 3 clusters Score -766643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -766643.937500 Penalty: 2833.140381
	Iteration 103Q: 3 clusters Score -766643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -766644.500000 Penalty: 2833.140381
	Iteration 104Q: 3 clusters Score -766644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -766644.687500 Penalty: 2833.140381
	Iteration 105Q: 3 clusters Score -766644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -766646.187500 Penalty: 2833.140381
	Iteration 106Q: 3 clusters Score -766646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -766645.625000 Penalty: 2833.140381
	Iteration 107Q: 3 clusters Score -766645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -766650.437500 Penalty: 2833.140381
	Iteration 108Q: 3 clusters Score -766650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -766650.375000 Penalty: 2833.140381
	Iteration 109Q: 3 clusters Score -766650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -766650.562500 Penalty: 2833.140381
	Iteration 110Q: 3 clusters Score -766650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -766652.687500 Penalty: 2833.140381
	Iteration 111Q: 3 clusters Score -766652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -766652.375000 Penalty: 2833.140381
	Iteration 112Q: 3 clusters Score -766652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -766653.875000 Penalty: 2833.140381
	Iteration 113Q: 3 clusters Score -766653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -766654.375000 Penalty: 2833.140381
	Iteration 114Q: 3 clusters Score -766654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -766654.375000 Penalty: 2833.140381
	Iteration 115Q: 3 clusters Score -766654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -766653.437500 Penalty: 2833.140381
	Iteration 116Q: 3 clusters Score -766653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -766655.625000 Penalty: 2833.140381
	Iteration 117Q: 3 clusters Score -766655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -766656.562500 Penalty: 2833.140381
	Iteration 118Q: 3 clusters Score -766656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -766658.562500 Penalty: 2833.140381
	Iteration 119Q: 3 clusters Score -766658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -766659.187500 Penalty: 2833.140381
	Iteration 120F: 3 clusters Score -766659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -766658.062500 Penalty: 2833.140381
	Iteration 121Q: 3 clusters Score -766658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -766660.687500 Penalty: 2833.140381
	Iteration 122Q: 3 clusters Score -766660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -766662.062500 Penalty: 2833.140381
	Iteration 123Q: 3 clusters Score -766662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -766662.625000 Penalty: 2833.140381
	Iteration 124Q: 3 clusters Score -766662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -766662.625000 Penalty: 2833.140381
	Iteration 125Q: 3 clusters Score -766662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -766662.625000 Penalty: 2833.140381
	Iteration 126F: 3 clusters Score -766662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (95425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Entering Unmasked Estep 
Score: -12643169.000000 Penalty: 1863.240601
	Iteration 0F: 2 clusters Score -1.264317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -12586988.000000 Penalty: 3726.481201
	Iteration 0F: 3 clusters Score -1.258699e+07 nChanged 45726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -12613253.000000 Penalty: 3726.481201
	Iteration 1F: 3 clusters Score -1.261325e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -12613804.000000 Penalty: 3726.481201
	Iteration 2Q: 3 clusters Score -1.26138e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -12614389.000000 Penalty: 3726.481201
	Iteration 3Q: 3 clusters Score -1.261439e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -12615159.000000 Penalty: 3726.481201
	Iteration 4Q: 3 clusters Score -1.261516e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -12615945.000000 Penalty: 3726.481201
	Iteration 5Q: 3 clusters Score -1.261594e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -12617139.000000 Penalty: 3726.481201
	Iteration 6Q: 3 clusters Score -1.261714e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -12618958.000000 Penalty: 3726.481201
	Iteration 7Q: 3 clusters Score -1.261896e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -12621742.000000 Penalty: 3726.481201
	Iteration 8F: 3 clusters Score -1.262174e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -12625595.000000 Penalty: 3726.481201
	Iteration 9F: 3 clusters Score -1.26256e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -12629571.000000 Penalty: 3726.481201
	Iteration 10F: 3 clusters Score -1.262957e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -12632170.000000 Penalty: 3726.481201
	Iteration 11F: 3 clusters Score -1.263217e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -12633128.000000 Penalty: 3726.481201
	Iteration 12Q: 3 clusters Score -1.263313e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -12633422.000000 Penalty: 3726.481201
	Iteration 13Q: 3 clusters Score -1.263342e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -12633617.000000 Penalty: 3726.481201
	Iteration 14Q: 3 clusters Score -1.263362e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -12633771.000000 Penalty: 3726.481201
	Iteration 15Q: 3 clusters Score -1.263377e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -12633920.000000 Penalty: 3726.481201
	Iteration 16Q: 3 clusters Score -1.263392e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -12634101.000000 Penalty: 3726.481201
	Iteration 17Q: 3 clusters Score -1.26341e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -12634380.000000 Penalty: 3726.481201
	Iteration 18Q: 3 clusters Score -1.263438e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -12634640.000000 Penalty: 3726.481201
	Iteration 19Q: 3 clusters Score -1.263464e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -12635046.000000 Penalty: 3726.481201
	Iteration 20F: 3 clusters Score -1.263505e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -12635510.000000 Penalty: 3726.481201
	Iteration 21Q: 3 clusters Score -1.263551e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -12636055.000000 Penalty: 3726.481201
	Iteration 22Q: 3 clusters Score -1.263606e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -12636889.000000 Penalty: 3726.481201
	Iteration 23Q: 3 clusters Score -1.263689e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -12638059.000000 Penalty: 3726.481201
	Iteration 24Q: 3 clusters Score -1.263806e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -12639408.000000 Penalty: 3726.481201
	Iteration 25Q: 3 clusters Score -1.263941e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -12640998.000000 Penalty: 3726.481201
	Iteration 26Q: 3 clusters Score -1.2641e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -12642652.000000 Penalty: 3726.481201
	Iteration 27Q: 3 clusters Score -1.264265e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -12644118.000000 Penalty: 3726.481201
	Iteration 28Q: 3 clusters Score -1.264412e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -12645108.000000 Penalty: 3726.481201
	Iteration 29Q: 3 clusters Score -1.264511e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -12645697.000000 Penalty: 3726.481201
	Iteration 30Q: 3 clusters Score -1.26457e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -12646081.000000 Penalty: 3726.481201
	Iteration 31Q: 3 clusters Score -1.264608e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -12646287.000000 Penalty: 3726.481201
	Iteration 32Q: 3 clusters Score -1.264629e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -12646418.000000 Penalty: 3726.481201
	Iteration 33Q: 3 clusters Score -1.264642e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -12646487.000000 Penalty: 3726.481201
	Iteration 34Q: 3 clusters Score -1.264649e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -12646516.000000 Penalty: 3726.481201
	Iteration 35Q: 3 clusters Score -1.264652e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -12646540.000000 Penalty: 3726.481201
	Iteration 36Q: 3 clusters Score -1.264654e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -12646498.000000 Penalty: 3726.481201
	Iteration 37Q: 3 clusters Score -1.26465e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -12646529.000000 Penalty: 3726.481201
	Iteration 38Q: 3 clusters Score -1.264653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -12646550.000000 Penalty: 3726.481201
	Iteration 39Q: 3 clusters Score -1.264655e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -12646759.000000 Penalty: 3726.481201
	Iteration 40F: 3 clusters Score -1.264676e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -12646849.000000 Penalty: 3726.481201
	Iteration 41Q: 3 clusters Score -1.264685e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -12646861.000000 Penalty: 3726.481201
	Iteration 42Q: 3 clusters Score -1.264686e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -12646927.000000 Penalty: 3726.481201
	Iteration 43Q: 3 clusters Score -1.264693e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -12646947.000000 Penalty: 3726.481201
	Iteration 44Q: 3 clusters Score -1.264695e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -12646948.000000 Penalty: 3726.481201
	Iteration 45Q: 3 clusters Score -1.264695e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -12646940.000000 Penalty: 3726.481201
	Iteration 46Q: 3 clusters Score -1.264694e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -12646942.000000 Penalty: 3726.481201
	Iteration 47Q: 3 clusters Score -1.264694e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -12646946.000000 Penalty: 3726.481201
	Iteration 48Q: 3 clusters Score -1.264695e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -12646981.000000 Penalty: 3726.481201
	Iteration 49Q: 3 clusters Score -1.264698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -12646983.000000 Penalty: 3726.481201
	Iteration 50Q: 3 clusters Score -1.264698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -12646986.000000 Penalty: 3726.481201
	Iteration 51Q: 3 clusters Score -1.264699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -12646984.000000 Penalty: 3726.481201
	Iteration 52Q: 3 clusters Score -1.264698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -12646994.000000 Penalty: 3726.481201
	Iteration 53Q: 3 clusters Score -1.264699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -12646987.000000 Penalty: 3726.481201
	Iteration 54Q: 3 clusters Score -1.264699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -12646983.000000 Penalty: 3726.481201
	Iteration 55Q: 3 clusters Score -1.264698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -12646985.000000 Penalty: 3726.481201
	Iteration 56Q: 3 clusters Score -1.264698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -12646988.000000 Penalty: 3726.481201
	Iteration 57Q: 3 clusters Score -1.264699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -12646989.000000 Penalty: 3726.481201
	Iteration 58Q: 3 clusters Score -1.264699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -12646993.000000 Penalty: 3726.481201
	Iteration 59Q: 3 clusters Score -1.264699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -12647003.000000 Penalty: 3726.481201
	Iteration 60F: 3 clusters Score -1.2647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -12647006.000000 Penalty: 3726.481201
	Iteration 61Q: 3 clusters Score -1.264701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -12647008.000000 Penalty: 3726.481201
	Iteration 62Q: 3 clusters Score -1.264701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -12647002.000000 Penalty: 3726.481201
	Iteration 63Q: 3 clusters Score -1.2647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -12647009.000000 Penalty: 3726.481201
	Iteration 64Q: 3 clusters Score -1.264701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -12647013.000000 Penalty: 3726.481201
	Iteration 65Q: 3 clusters Score -1.264701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -12647009.000000 Penalty: 3726.481201
	Iteration 66Q: 3 clusters Score -1.264701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -12647003.000000 Penalty: 3726.481201
	Iteration 67Q: 3 clusters Score -1.2647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -12647012.000000 Penalty: 3726.481201
	Iteration 68Q: 3 clusters Score -1.264701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -12647007.000000 Penalty: 3726.481201
	Iteration 69Q: 3 clusters Score -1.264701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -12647009.000000 Penalty: 3726.481201
	Iteration 70Q: 3 clusters Score -1.264701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -12647004.000000 Penalty: 3726.481201
	Iteration 71Q: 3 clusters Score -1.2647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -12647010.000000 Penalty: 3726.481201
	Iteration 72Q: 3 clusters Score -1.264701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -12647007.000000 Penalty: 3726.481201
	Iteration 73Q: 3 clusters Score -1.264701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -12647009.000000 Penalty: 3726.481201
	Iteration 74Q: 3 clusters Score -1.264701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -12647009.000000 Penalty: 3726.481201
	Iteration 75F: 3 clusters Score -1.264701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71726 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 73806 members 
Mstep: Class 11 contains 81842 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 37511 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 57914 members 
Mstep: Class 19 contains 15056 members 
Mstep: Class 20 contains 81635 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 62504 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7797 members 
Mstep: Class 25 contains 62647 members 
Mstep: Class 26 contains 12911 members 
Mstep: Class 27 contains 75830 members 
Mstep: Class 28 contains 12516 members 
Mstep: Class 29 contains 37546 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 73185 members 
Mstep: Class 33 contains 84671 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
Score: -127744152.000000 Penalty: 76333.843750
Splitting cluster 17 changes total score from -127741232.000000 to -127744152.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (15056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Entering Unmasked Estep 
Score: -1906106.625000 Penalty: 1563.173950
	Iteration 0F: 2 clusters Score -1906107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1895617.625000 Penalty: 3126.347900
	Iteration 0F: 3 clusters Score -1895618 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1899327.750000 Penalty: 3126.347900
	Iteration 1F: 3 clusters Score -1899328 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1899736.125000 Penalty: 3126.347900
	Iteration 2F: 3 clusters Score -1899736 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1900111.125000 Penalty: 3126.347900
	Iteration 3F: 3 clusters Score -1900111 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1900521.625000 Penalty: 3126.347900
	Iteration 4F: 3 clusters Score -1900522 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1900984.250000 Penalty: 3126.347900
	Iteration 5F: 3 clusters Score -1900984 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1901555.750000 Penalty: 3126.347900
	Iteration 6F: 3 clusters Score -1901556 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1902269.750000 Penalty: 3126.347900
	Iteration 7F: 3 clusters Score -1902270 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1902943.500000 Penalty: 3126.347900
	Iteration 8F: 3 clusters Score -1902944 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1903444.250000 Penalty: 3126.347900
	Iteration 9Q: 3 clusters Score -1903444 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1903793.500000 Penalty: 3126.347900
	Iteration 10Q: 3 clusters Score -1903794 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1904024.125000 Penalty: 3126.347900
	Iteration 11Q: 3 clusters Score -1904024 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1904161.375000 Penalty: 3126.347900
	Iteration 12Q: 3 clusters Score -1904161 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1904267.875000 Penalty: 3126.347900
	Iteration 13Q: 3 clusters Score -1904268 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1904369.750000 Penalty: 3126.347900
	Iteration 14Q: 3 clusters Score -1904370 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1904463.375000 Penalty: 3126.347900
	Iteration 15Q: 3 clusters Score -1904463 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1904532.875000 Penalty: 3126.347900
	Iteration 16Q: 3 clusters Score -1904533 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1904601.500000 Penalty: 3126.347900
	Iteration 17Q: 3 clusters Score -1904602 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1904667.375000 Penalty: 3126.347900
	Iteration 18Q: 3 clusters Score -1904667 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1904713.375000 Penalty: 3126.347900
	Iteration 19Q: 3 clusters Score -1904713 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1904760.000000 Penalty: 3126.347900
	Iteration 20F: 3 clusters Score -1904760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1904798.125000 Penalty: 3126.347900
	Iteration 21Q: 3 clusters Score -1904798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1904830.750000 Penalty: 3126.347900
	Iteration 22Q: 3 clusters Score -1904831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1904868.875000 Penalty: 3126.347900
	Iteration 23Q: 3 clusters Score -1904869 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1904897.250000 Penalty: 3126.347900
	Iteration 24Q: 3 clusters Score -1904897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1904932.750000 Penalty: 3126.347900
	Iteration 25Q: 3 clusters Score -1904933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1904960.875000 Penalty: 3126.347900
	Iteration 26Q: 3 clusters Score -1904961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1905004.500000 Penalty: 3126.347900
	Iteration 27Q: 3 clusters Score -1905004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1905041.875000 Penalty: 3126.347900
	Iteration 28Q: 3 clusters Score -1905042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1905070.125000 Penalty: 3126.347900
	Iteration 29Q: 3 clusters Score -1905070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1905097.875000 Penalty: 3126.347900
	Iteration 30Q: 3 clusters Score -1905098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1905129.625000 Penalty: 3126.347900
	Iteration 31Q: 3 clusters Score -1905130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1905153.875000 Penalty: 3126.347900
	Iteration 32Q: 3 clusters Score -1905154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1905174.250000 Penalty: 3126.347900
	Iteration 33Q: 3 clusters Score -1905174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1905186.375000 Penalty: 3126.347900
	Iteration 34Q: 3 clusters Score -1905186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1905200.000000 Penalty: 3126.347900
	Iteration 35Q: 3 clusters Score -1905200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1905205.375000 Penalty: 3126.347900
	Iteration 36Q: 3 clusters Score -1905205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1905208.625000 Penalty: 3126.347900
	Iteration 37Q: 3 clusters Score -1905209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1905221.500000 Penalty: 3126.347900
	Iteration 38Q: 3 clusters Score -1905222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1905230.500000 Penalty: 3126.347900
	Iteration 39Q: 3 clusters Score -1905230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1905241.875000 Penalty: 3126.347900
	Iteration 40F: 3 clusters Score -1905242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1905241.250000 Penalty: 3126.347900
	Iteration 41Q: 3 clusters Score -1905241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1905245.750000 Penalty: 3126.347900
	Iteration 42Q: 3 clusters Score -1905246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1905249.125000 Penalty: 3126.347900
	Iteration 43Q: 3 clusters Score -1905249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1905246.250000 Penalty: 3126.347900
	Iteration 44Q: 3 clusters Score -1905246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1905248.125000 Penalty: 3126.347900
	Iteration 45Q: 3 clusters Score -1905248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1905251.625000 Penalty: 3126.347900
	Iteration 46Q: 3 clusters Score -1905252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1905253.125000 Penalty: 3126.347900
	Iteration 47Q: 3 clusters Score -1905253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1905253.625000 Penalty: 3126.347900
	Iteration 48Q: 3 clusters Score -1905254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1905253.625000 Penalty: 3126.347900
	Iteration 49F: 3 clusters Score -1905254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (81635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Entering Unmasked Estep 
Score: -10841045.000000 Penalty: 1837.877197
	Iteration 0F: 2 clusters Score -1.084104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -10790715.000000 Penalty: 3675.754395
	Iteration 0F: 3 clusters Score -1.079072e+07 nChanged 38988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -10814769.000000 Penalty: 3675.754395
	Iteration 1F: 3 clusters Score -1.081477e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -10817172.000000 Penalty: 3675.754395
	Iteration 2F: 3 clusters Score -1.081717e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -10820789.000000 Penalty: 3675.754395
	Iteration 3F: 3 clusters Score -1.082079e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -10825482.000000 Penalty: 3675.754395
	Iteration 4F: 3 clusters Score -1.082548e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -10830425.000000 Penalty: 3675.754395
	Iteration 5F: 3 clusters Score -1.083042e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -10834476.000000 Penalty: 3675.754395
	Iteration 6F: 3 clusters Score -1.083448e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10837191.000000 Penalty: 3675.754395
	Iteration 7Q: 3 clusters Score -1.083719e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10838557.000000 Penalty: 3675.754395
	Iteration 8Q: 3 clusters Score -1.083856e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10839021.000000 Penalty: 3675.754395
	Iteration 9Q: 3 clusters Score -1.083902e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10839240.000000 Penalty: 3675.754395
	Iteration 10Q: 3 clusters Score -1.083924e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10839336.000000 Penalty: 3675.754395
	Iteration 11Q: 3 clusters Score -1.083934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10839397.000000 Penalty: 3675.754395
	Iteration 12Q: 3 clusters Score -1.08394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10839421.000000 Penalty: 3675.754395
	Iteration 13Q: 3 clusters Score -1.083942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10839435.000000 Penalty: 3675.754395
	Iteration 14Q: 3 clusters Score -1.083944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10839454.000000 Penalty: 3675.754395
	Iteration 15Q: 3 clusters Score -1.083945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10839464.000000 Penalty: 3675.754395
	Iteration 16Q: 3 clusters Score -1.083946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10839483.000000 Penalty: 3675.754395
	Iteration 17Q: 3 clusters Score -1.083948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10839473.000000 Penalty: 3675.754395
	Iteration 18Q: 3 clusters Score -1.083947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10839480.000000 Penalty: 3675.754395
	Iteration 19Q: 3 clusters Score -1.083948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10839485.000000 Penalty: 3675.754395
	Iteration 20F: 3 clusters Score -1.083948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10839491.000000 Penalty: 3675.754395
	Iteration 21Q: 3 clusters Score -1.083949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10839486.000000 Penalty: 3675.754395
	Iteration 22Q: 3 clusters Score -1.083949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10839486.000000 Penalty: 3675.754395
	Iteration 23F: 3 clusters Score -1.083949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -151549.546875 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -151549.5 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 707 members 
Entering Unmasked Estep 
Score: -149841.562500 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -149841.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -150237.281250 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -150237.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -150380.812500 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -150380.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150542.484375 Penalty: 2349.226318
	Iteration 3F: 3 clusters Score -150542.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -150715.437500 Penalty: 2349.226318
	Iteration 4F: 3 clusters Score -150715.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -150868.593750 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -150868.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -150994.265625 Penalty: 2349.226318
	Iteration 6F: 3 clusters Score -150994.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -151072.031250 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -151072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -151131.156250 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -151131.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151200.125000 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -151200.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151250.625000 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -151250.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151280.625000 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -151280.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151293.015625 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -151293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151300.796875 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -151300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151306.000000 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -151306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151311.031250 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -151311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151315.218750 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -151315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151318.468750 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -151318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -151321.843750 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -151321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151325.703125 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -151325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151328.437500 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -151328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -151332.062500 Penalty: 2349.226318
	Iteration 21Q: 3 clusters Score -151332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -151333.328125 Penalty: 2349.226318
	Iteration 22Q: 3 clusters Score -151333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151334.046875 Penalty: 2349.226318
	Iteration 23Q: 3 clusters Score -151334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151334.312500 Penalty: 2349.226318
	Iteration 24Q: 3 clusters Score -151334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151334.312500 Penalty: 2349.226318
	Iteration 25F: 3 clusters Score -151334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (62504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Entering Unmasked Estep 
Score: -8192218.000000 Penalty: 1794.485229
	Iteration 0F: 2 clusters Score -8192218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -8150648.500000 Penalty: 3588.970459
	Iteration 0F: 3 clusters Score -8150648 nChanged 29537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8167708.500000 Penalty: 3588.970459
	Iteration 1F: 3 clusters Score -8167708 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -8168759.500000 Penalty: 3588.970459
	Iteration 2Q: 3 clusters Score -8168760 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8170214.000000 Penalty: 3588.970459
	Iteration 3Q: 3 clusters Score -8170214 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -8172539.500000 Penalty: 3588.970459
	Iteration 4F: 3 clusters Score -8172540 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -8175856.000000 Penalty: 3588.970459
	Iteration 5F: 3 clusters Score -8175856 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8180241.000000 Penalty: 3588.970459
	Iteration 6F: 3 clusters Score -8180241 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8184454.000000 Penalty: 3588.970459
	Iteration 7F: 3 clusters Score -8184454 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8187165.000000 Penalty: 3588.970459
	Iteration 8F: 3 clusters Score -8187165 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -8188399.000000 Penalty: 3588.970459
	Iteration 9Q: 3 clusters Score -8188399 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -8188996.500000 Penalty: 3588.970459
	Iteration 10Q: 3 clusters Score -8188996 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -8189391.500000 Penalty: 3588.970459
	Iteration 11Q: 3 clusters Score -8189392 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -8189705.000000 Penalty: 3588.970459
	Iteration 12Q: 3 clusters Score -8189705 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -8189950.000000 Penalty: 3588.970459
	Iteration 13Q: 3 clusters Score -8189950 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -8190102.000000 Penalty: 3588.970459
	Iteration 14Q: 3 clusters Score -8190102 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -8190222.500000 Penalty: 3588.970459
	Iteration 15Q: 3 clusters Score -8190222 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -8190321.000000 Penalty: 3588.970459
	Iteration 16Q: 3 clusters Score -8190321 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -8190391.000000 Penalty: 3588.970459
	Iteration 17Q: 3 clusters Score -8190391 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -8190438.000000 Penalty: 3588.970459
	Iteration 18Q: 3 clusters Score -8190438 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -8190514.000000 Penalty: 3588.970459
	Iteration 19Q: 3 clusters Score -8190514 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -8190544.000000 Penalty: 3588.970459
	Iteration 20F: 3 clusters Score -8190544 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -8190630.500000 Penalty: 3588.970459
	Iteration 21Q: 3 clusters Score -8190630 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -8190664.500000 Penalty: 3588.970459
	Iteration 22Q: 3 clusters Score -8190664 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -8190697.500000 Penalty: 3588.970459
	Iteration 23Q: 3 clusters Score -8190698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -8190749.500000 Penalty: 3588.970459
	Iteration 24Q: 3 clusters Score -8190750 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -8190784.500000 Penalty: 3588.970459
	Iteration 25Q: 3 clusters Score -8190784 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -8190806.500000 Penalty: 3588.970459
	Iteration 26Q: 3 clusters Score -8190806 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -8190853.500000 Penalty: 3588.970459
	Iteration 27Q: 3 clusters Score -8190854 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -8190854.500000 Penalty: 3588.970459
	Iteration 28Q: 3 clusters Score -8190854 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8190881.000000 Penalty: 3588.970459
	Iteration 29Q: 3 clusters Score -8190881 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -8190898.000000 Penalty: 3588.970459
	Iteration 30Q: 3 clusters Score -8190898 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -8190917.500000 Penalty: 3588.970459
	Iteration 31Q: 3 clusters Score -8190918 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -8190964.000000 Penalty: 3588.970459
	Iteration 32Q: 3 clusters Score -8190964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -8190987.500000 Penalty: 3588.970459
	Iteration 33Q: 3 clusters Score -8190988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -8191002.000000 Penalty: 3588.970459
	Iteration 34Q: 3 clusters Score -8191002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -8191012.000000 Penalty: 3588.970459
	Iteration 35Q: 3 clusters Score -8191012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -8191032.000000 Penalty: 3588.970459
	Iteration 36Q: 3 clusters Score -8191032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -8191066.000000 Penalty: 3588.970459
	Iteration 37Q: 3 clusters Score -8191066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -8191101.000000 Penalty: 3588.970459
	Iteration 38Q: 3 clusters Score -8191101 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -8191120.000000 Penalty: 3588.970459
	Iteration 39Q: 3 clusters Score -8191120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -8191119.000000 Penalty: 3588.970459
	Iteration 40F: 3 clusters Score -8191119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -8191161.000000 Penalty: 3588.970459
	Iteration 41Q: 3 clusters Score -8191161 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -8191190.000000 Penalty: 3588.970459
	Iteration 42Q: 3 clusters Score -8191190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -8191211.000000 Penalty: 3588.970459
	Iteration 43Q: 3 clusters Score -8191211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -8191210.000000 Penalty: 3588.970459
	Iteration 44Q: 3 clusters Score -8191210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -8191203.500000 Penalty: 3588.970459
	Iteration 45Q: 3 clusters Score -8191204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -8191220.500000 Penalty: 3588.970459
	Iteration 46Q: 3 clusters Score -8191220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -8191227.500000 Penalty: 3588.970459
	Iteration 47Q: 3 clusters Score -8191228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -8191236.000000 Penalty: 3588.970459
	Iteration 48Q: 3 clusters Score -8191236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -8191234.500000 Penalty: 3588.970459
	Iteration 49Q: 3 clusters Score -8191234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8191247.500000 Penalty: 3588.970459
	Iteration 50Q: 3 clusters Score -8191248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -8191255.500000 Penalty: 3588.970459
	Iteration 51Q: 3 clusters Score -8191256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -8191252.500000 Penalty: 3588.970459
	Iteration 52Q: 3 clusters Score -8191252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -8191261.000000 Penalty: 3588.970459
	Iteration 53Q: 3 clusters Score -8191261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -8191241.500000 Penalty: 3588.970459
	Iteration 54Q: 3 clusters Score -8191242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -8191252.500000 Penalty: 3588.970459
	Iteration 55Q: 3 clusters Score -8191252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -8191263.000000 Penalty: 3588.970459
	Iteration 56Q: 3 clusters Score -8191263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -8191263.500000 Penalty: 3588.970459
	Iteration 57Q: 3 clusters Score -8191264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -8191269.000000 Penalty: 3588.970459
	Iteration 58Q: 3 clusters Score -8191269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -8191262.500000 Penalty: 3588.970459
	Iteration 59Q: 3 clusters Score -8191262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -8191261.000000 Penalty: 3588.970459
	Iteration 60F: 3 clusters Score -8191261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -8191251.000000 Penalty: 3588.970459
	Iteration 61Q: 3 clusters Score -8191251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -8191253.000000 Penalty: 3588.970459
	Iteration 62Q: 3 clusters Score -8191253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -8191253.000000 Penalty: 3588.970459
	Iteration 63Q: 3 clusters Score -8191253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -8191254.000000 Penalty: 3588.970459
	Iteration 64Q: 3 clusters Score -8191254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -8191253.000000 Penalty: 3588.970459
	Iteration 65Q: 3 clusters Score -8191253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -8191247.500000 Penalty: 3588.970459
	Iteration 66Q: 3 clusters Score -8191248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -8191244.000000 Penalty: 3588.970459
	Iteration 67Q: 3 clusters Score -8191244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -8191244.000000 Penalty: 3588.970459
	Iteration 68Q: 3 clusters Score -8191244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -8191243.000000 Penalty: 3588.970459
	Iteration 69Q: 3 clusters Score -8191243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -8191243.500000 Penalty: 3588.970459
	Iteration 70Q: 3 clusters Score -8191244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -8191251.000000 Penalty: 3588.970459
	Iteration 71Q: 3 clusters Score -8191251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -8191255.000000 Penalty: 3588.970459
	Iteration 72Q: 3 clusters Score -8191255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -8191253.500000 Penalty: 3588.970459
	Iteration 73Q: 3 clusters Score -8191254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -8191253.500000 Penalty: 3588.970459
	Iteration 74F: 3 clusters Score -8191254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -328213.843750 Penalty: 1279.335815
	Iteration 0F: 2 clusters Score -328213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -325775.875000 Penalty: 2558.671631
	Iteration 0F: 3 clusters Score -325775.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -326297.218750 Penalty: 2558.671631
	Iteration 1F: 3 clusters Score -326297.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -326436.812500 Penalty: 2558.671631
	Iteration 2F: 3 clusters Score -326436.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -326527.375000 Penalty: 2558.671631
	Iteration 3F: 3 clusters Score -326527.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -326600.312500 Penalty: 2558.671631
	Iteration 4Q: 3 clusters Score -326600.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -326658.687500 Penalty: 2558.671631
	Iteration 5Q: 3 clusters Score -326658.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -326699.968750 Penalty: 2558.671631
	Iteration 6Q: 3 clusters Score -326700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -326725.906250 Penalty: 2558.671631
	Iteration 7Q: 3 clusters Score -326725.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -326755.187500 Penalty: 2558.671631
	Iteration 8Q: 3 clusters Score -326755.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -326774.093750 Penalty: 2558.671631
	Iteration 9Q: 3 clusters Score -326774.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -326801.875000 Penalty: 2558.671631
	Iteration 10Q: 3 clusters Score -326801.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -326828.250000 Penalty: 2558.671631
	Iteration 11Q: 3 clusters Score -326828.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -326846.875000 Penalty: 2558.671631
	Iteration 12Q: 3 clusters Score -326846.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326863.718750 Penalty: 2558.671631
	Iteration 13Q: 3 clusters Score -326863.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326874.750000 Penalty: 2558.671631
	Iteration 14Q: 3 clusters Score -326874.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -326889.593750 Penalty: 2558.671631
	Iteration 15Q: 3 clusters Score -326889.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -326902.687500 Penalty: 2558.671631
	Iteration 16Q: 3 clusters Score -326902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -326912.750000 Penalty: 2558.671631
	Iteration 17Q: 3 clusters Score -326912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326921.062500 Penalty: 2558.671631
	Iteration 18Q: 3 clusters Score -326921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -326934.687500 Penalty: 2558.671631
	Iteration 19Q: 3 clusters Score -326934.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -326952.250000 Penalty: 2558.671631
	Iteration 20F: 3 clusters Score -326952.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -326967.656250 Penalty: 2558.671631
	Iteration 21Q: 3 clusters Score -326967.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -326982.375000 Penalty: 2558.671631
	Iteration 22Q: 3 clusters Score -326982.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -327002.000000 Penalty: 2558.671631
	Iteration 23Q: 3 clusters Score -327002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -327020.000000 Penalty: 2558.671631
	Iteration 24Q: 3 clusters Score -327020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -327033.562500 Penalty: 2558.671631
	Iteration 25Q: 3 clusters Score -327033.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -327042.375000 Penalty: 2558.671631
	Iteration 26Q: 3 clusters Score -327042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -327050.281250 Penalty: 2558.671631
	Iteration 27Q: 3 clusters Score -327050.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -327054.593750 Penalty: 2558.671631
	Iteration 28Q: 3 clusters Score -327054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -327058.531250 Penalty: 2558.671631
	Iteration 29Q: 3 clusters Score -327058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -327062.562500 Penalty: 2558.671631
	Iteration 30Q: 3 clusters Score -327062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -327065.500000 Penalty: 2558.671631
	Iteration 31Q: 3 clusters Score -327065.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -327068.812500 Penalty: 2558.671631
	Iteration 32Q: 3 clusters Score -327068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -327072.187500 Penalty: 2558.671631
	Iteration 33Q: 3 clusters Score -327072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -327076.031250 Penalty: 2558.671631
	Iteration 34Q: 3 clusters Score -327076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -327080.343750 Penalty: 2558.671631
	Iteration 35Q: 3 clusters Score -327080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -327082.843750 Penalty: 2558.671631
	Iteration 36Q: 3 clusters Score -327082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -327087.375000 Penalty: 2558.671631
	Iteration 37Q: 3 clusters Score -327087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -327090.218750 Penalty: 2558.671631
	Iteration 38Q: 3 clusters Score -327090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -327092.531250 Penalty: 2558.671631
	Iteration 39Q: 3 clusters Score -327092.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -327095.156250 Penalty: 2558.671631
	Iteration 40F: 3 clusters Score -327095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -327099.156250 Penalty: 2558.671631
	Iteration 41Q: 3 clusters Score -327099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -327100.906250 Penalty: 2558.671631
	Iteration 42Q: 3 clusters Score -327100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -327103.093750 Penalty: 2558.671631
	Iteration 43Q: 3 clusters Score -327103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -327104.093750 Penalty: 2558.671631
	Iteration 44Q: 3 clusters Score -327104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -327104.093750 Penalty: 2558.671631
	Iteration 45F: 3 clusters Score -327104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -997091.125000 Penalty: 1456.242798
	Iteration 0F: 2 clusters Score -997091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -991363.062500 Penalty: 2912.485596
	Iteration 0F: 3 clusters Score -991363.1 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -993224.125000 Penalty: 2912.485596
	Iteration 1F: 3 clusters Score -993224.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -993529.375000 Penalty: 2912.485596
	Iteration 2F: 3 clusters Score -993529.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -993767.250000 Penalty: 2912.485596
	Iteration 3F: 3 clusters Score -993767.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -993939.000000 Penalty: 2912.485596
	Iteration 4Q: 3 clusters Score -993939 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -994083.437500 Penalty: 2912.485596
	Iteration 5Q: 3 clusters Score -994083.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -994204.750000 Penalty: 2912.485596
	Iteration 6Q: 3 clusters Score -994204.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -994314.250000 Penalty: 2912.485596
	Iteration 7Q: 3 clusters Score -994314.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -994412.125000 Penalty: 2912.485596
	Iteration 8Q: 3 clusters Score -994412.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -994497.250000 Penalty: 2912.485596
	Iteration 9Q: 3 clusters Score -994497.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -994600.187500 Penalty: 2912.485596
	Iteration 10Q: 3 clusters Score -994600.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -994698.812500 Penalty: 2912.485596
	Iteration 11Q: 3 clusters Score -994698.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -994785.687500 Penalty: 2912.485596
	Iteration 12Q: 3 clusters Score -994785.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -994863.687500 Penalty: 2912.485596
	Iteration 13Q: 3 clusters Score -994863.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -994948.000000 Penalty: 2912.485596
	Iteration 14Q: 3 clusters Score -994948 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -995036.437500 Penalty: 2912.485596
	Iteration 15Q: 3 clusters Score -995036.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -995140.625000 Penalty: 2912.485596
	Iteration 16Q: 3 clusters Score -995140.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -995224.125000 Penalty: 2912.485596
	Iteration 17Q: 3 clusters Score -995224.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -995298.000000 Penalty: 2912.485596
	Iteration 18Q: 3 clusters Score -995298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -995356.437500 Penalty: 2912.485596
	Iteration 19Q: 3 clusters Score -995356.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -995403.375000 Penalty: 2912.485596
	Iteration 20F: 3 clusters Score -995403.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -995450.562500 Penalty: 2912.485596
	Iteration 21Q: 3 clusters Score -995450.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -995482.062500 Penalty: 2912.485596
	Iteration 22Q: 3 clusters Score -995482.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -995503.562500 Penalty: 2912.485596
	Iteration 23Q: 3 clusters Score -995503.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -995520.437500 Penalty: 2912.485596
	Iteration 24Q: 3 clusters Score -995520.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -995537.125000 Penalty: 2912.485596
	Iteration 25Q: 3 clusters Score -995537.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -995545.562500 Penalty: 2912.485596
	Iteration 26Q: 3 clusters Score -995545.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -995550.937500 Penalty: 2912.485596
	Iteration 27Q: 3 clusters Score -995550.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -995561.562500 Penalty: 2912.485596
	Iteration 28Q: 3 clusters Score -995561.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -995568.750000 Penalty: 2912.485596
	Iteration 29Q: 3 clusters Score -995568.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -995578.937500 Penalty: 2912.485596
	Iteration 30Q: 3 clusters Score -995578.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -995591.125000 Penalty: 2912.485596
	Iteration 31Q: 3 clusters Score -995591.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -995602.937500 Penalty: 2912.485596
	Iteration 32Q: 3 clusters Score -995602.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -995611.687500 Penalty: 2912.485596
	Iteration 33Q: 3 clusters Score -995611.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -995622.687500 Penalty: 2912.485596
	Iteration 34Q: 3 clusters Score -995622.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -995636.000000 Penalty: 2912.485596
	Iteration 35Q: 3 clusters Score -995636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -995644.875000 Penalty: 2912.485596
	Iteration 36Q: 3 clusters Score -995644.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -995656.500000 Penalty: 2912.485596
	Iteration 37Q: 3 clusters Score -995656.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -995662.250000 Penalty: 2912.485596
	Iteration 38Q: 3 clusters Score -995662.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -995672.187500 Penalty: 2912.485596
	Iteration 39Q: 3 clusters Score -995672.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -995679.750000 Penalty: 2912.485596
	Iteration 40F: 3 clusters Score -995679.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -995683.375000 Penalty: 2912.485596
	Iteration 41Q: 3 clusters Score -995683.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -995690.812500 Penalty: 2912.485596
	Iteration 42Q: 3 clusters Score -995690.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -995696.687500 Penalty: 2912.485596
	Iteration 43Q: 3 clusters Score -995696.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -995699.250000 Penalty: 2912.485596
	Iteration 44Q: 3 clusters Score -995699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -995702.312500 Penalty: 2912.485596
	Iteration 45Q: 3 clusters Score -995702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -995703.437500 Penalty: 2912.485596
	Iteration 46Q: 3 clusters Score -995703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -995706.062500 Penalty: 2912.485596
	Iteration 47Q: 3 clusters Score -995706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -995706.625000 Penalty: 2912.485596
	Iteration 48Q: 3 clusters Score -995706.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -995711.187500 Penalty: 2912.485596
	Iteration 49Q: 3 clusters Score -995711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -995714.562500 Penalty: 2912.485596
	Iteration 50Q: 3 clusters Score -995714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -995720.875000 Penalty: 2912.485596
	Iteration 51Q: 3 clusters Score -995720.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -995727.812500 Penalty: 2912.485596
	Iteration 52Q: 3 clusters Score -995727.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -995734.812500 Penalty: 2912.485596
	Iteration 53Q: 3 clusters Score -995734.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -995748.062500 Penalty: 2912.485596
	Iteration 54Q: 3 clusters Score -995748.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -995755.062500 Penalty: 2912.485596
	Iteration 55Q: 3 clusters Score -995755.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -995763.625000 Penalty: 2912.485596
	Iteration 56Q: 3 clusters Score -995763.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -995773.875000 Penalty: 2912.485596
	Iteration 57Q: 3 clusters Score -995773.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -995789.937500 Penalty: 2912.485596
	Iteration 58Q: 3 clusters Score -995789.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -995804.687500 Penalty: 2912.485596
	Iteration 59Q: 3 clusters Score -995804.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -995821.687500 Penalty: 2912.485596
	Iteration 60F: 3 clusters Score -995821.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -995832.687500 Penalty: 2912.485596
	Iteration 61Q: 3 clusters Score -995832.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -995850.187500 Penalty: 2912.485596
	Iteration 62Q: 3 clusters Score -995850.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -995871.375000 Penalty: 2912.485596
	Iteration 63Q: 3 clusters Score -995871.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -995885.562500 Penalty: 2912.485596
	Iteration 64Q: 3 clusters Score -995885.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -995897.500000 Penalty: 2912.485596
	Iteration 65Q: 3 clusters Score -995897.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -995909.125000 Penalty: 2912.485596
	Iteration 66Q: 3 clusters Score -995909.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -995918.625000 Penalty: 2912.485596
	Iteration 67Q: 3 clusters Score -995918.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -995932.187500 Penalty: 2912.485596
	Iteration 68Q: 3 clusters Score -995932.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -995943.375000 Penalty: 2912.485596
	Iteration 69Q: 3 clusters Score -995943.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -995958.750000 Penalty: 2912.485596
	Iteration 70Q: 3 clusters Score -995958.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -995969.125000 Penalty: 2912.485596
	Iteration 71Q: 3 clusters Score -995969.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -995979.250000 Penalty: 2912.485596
	Iteration 72Q: 3 clusters Score -995979.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -995986.125000 Penalty: 2912.485596
	Iteration 73Q: 3 clusters Score -995986.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -995990.687500 Penalty: 2912.485596
	Iteration 74Q: 3 clusters Score -995990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -995998.562500 Penalty: 2912.485596
	Iteration 75Q: 3 clusters Score -995998.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -996005.687500 Penalty: 2912.485596
	Iteration 76Q: 3 clusters Score -996005.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -996011.375000 Penalty: 2912.485596
	Iteration 77Q: 3 clusters Score -996011.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -996022.750000 Penalty: 2912.485596
	Iteration 78Q: 3 clusters Score -996022.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -996033.937500 Penalty: 2912.485596
	Iteration 79Q: 3 clusters Score -996033.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -996043.812500 Penalty: 2912.485596
	Iteration 80F: 3 clusters Score -996043.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -996056.750000 Penalty: 2912.485596
	Iteration 81Q: 3 clusters Score -996056.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -996071.000000 Penalty: 2912.485596
	Iteration 82Q: 3 clusters Score -996071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -996088.187500 Penalty: 2912.485596
	Iteration 83Q: 3 clusters Score -996088.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -996104.062500 Penalty: 2912.485596
	Iteration 84Q: 3 clusters Score -996104.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -996131.250000 Penalty: 2912.485596
	Iteration 85Q: 3 clusters Score -996131.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -996155.125000 Penalty: 2912.485596
	Iteration 86Q: 3 clusters Score -996155.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -996186.125000 Penalty: 2912.485596
	Iteration 87Q: 3 clusters Score -996186.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -996212.875000 Penalty: 2912.485596
	Iteration 88Q: 3 clusters Score -996212.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -996255.875000 Penalty: 2912.485596
	Iteration 89Q: 3 clusters Score -996255.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -996310.687500 Penalty: 2912.485596
	Iteration 90Q: 3 clusters Score -996310.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -996350.812500 Penalty: 2912.485596
	Iteration 91Q: 3 clusters Score -996350.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -996378.125000 Penalty: 2912.485596
	Iteration 92Q: 3 clusters Score -996378.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -996397.687500 Penalty: 2912.485596
	Iteration 93Q: 3 clusters Score -996397.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -996408.125000 Penalty: 2912.485596
	Iteration 94Q: 3 clusters Score -996408.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -996415.937500 Penalty: 2912.485596
	Iteration 95Q: 3 clusters Score -996415.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -996424.625000 Penalty: 2912.485596
	Iteration 96Q: 3 clusters Score -996424.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -996430.937500 Penalty: 2912.485596
	Iteration 97Q: 3 clusters Score -996430.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -996438.750000 Penalty: 2912.485596
	Iteration 98Q: 3 clusters Score -996438.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -996444.312500 Penalty: 2912.485596
	Iteration 99Q: 3 clusters Score -996444.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -996450.500000 Penalty: 2912.485596
	Iteration 100F: 3 clusters Score -996450.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -996458.687500 Penalty: 2912.485596
	Iteration 101Q: 3 clusters Score -996458.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -996462.500000 Penalty: 2912.485596
	Iteration 102Q: 3 clusters Score -996462.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -996466.812500 Penalty: 2912.485596
	Iteration 103Q: 3 clusters Score -996466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -996473.312500 Penalty: 2912.485596
	Iteration 104Q: 3 clusters Score -996473.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -996478.625000 Penalty: 2912.485596
	Iteration 105Q: 3 clusters Score -996478.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -996482.437500 Penalty: 2912.485596
	Iteration 106Q: 3 clusters Score -996482.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -996486.687500 Penalty: 2912.485596
	Iteration 107Q: 3 clusters Score -996486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -996489.687500 Penalty: 2912.485596
	Iteration 108Q: 3 clusters Score -996489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -996490.312500 Penalty: 2912.485596
	Iteration 109Q: 3 clusters Score -996490.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -996491.437500 Penalty: 2912.485596
	Iteration 110Q: 3 clusters Score -996491.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -996492.687500 Penalty: 2912.485596
	Iteration 111Q: 3 clusters Score -996492.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -996495.500000 Penalty: 2912.485596
	Iteration 112Q: 3 clusters Score -996495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -996499.062500 Penalty: 2912.485596
	Iteration 113Q: 3 clusters Score -996499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -996499.250000 Penalty: 2912.485596
	Iteration 114Q: 3 clusters Score -996499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -996501.687500 Penalty: 2912.485596
	Iteration 115Q: 3 clusters Score -996501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -996504.187500 Penalty: 2912.485596
	Iteration 116Q: 3 clusters Score -996504.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -996505.062500 Penalty: 2912.485596
	Iteration 117Q: 3 clusters Score -996505.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -996504.500000 Penalty: 2912.485596
	Iteration 118Q: 3 clusters Score -996504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -996506.250000 Penalty: 2912.485596
	Iteration 119Q: 3 clusters Score -996506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -996507.375000 Penalty: 2912.485596
	Iteration 120F: 3 clusters Score -996507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -996506.937500 Penalty: 2912.485596
	Iteration 121Q: 3 clusters Score -996506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -996507.875000 Penalty: 2912.485596
	Iteration 122Q: 3 clusters Score -996507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -996507.750000 Penalty: 2912.485596
	Iteration 123Q: 3 clusters Score -996507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -996508.625000 Penalty: 2912.485596
	Iteration 124Q: 3 clusters Score -996508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -996510.437500 Penalty: 2912.485596
	Iteration 125Q: 3 clusters Score -996510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -996510.437500 Penalty: 2912.485596
	Iteration 126Q: 3 clusters Score -996510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -996511.000000 Penalty: 2912.485596
	Iteration 127Q: 3 clusters Score -996511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -996511.000000 Penalty: 2912.485596
	Iteration 128Q: 3 clusters Score -996511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -996511.000000 Penalty: 2912.485596
	Iteration 129F: 3 clusters Score -996511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (62647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Entering Unmasked Estep 
Score: -8291124.000000 Penalty: 1794.856567
	Iteration 0F: 2 clusters Score -8291124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -8250393.500000 Penalty: 3589.713135
	Iteration 0F: 3 clusters Score -8250394 nChanged 29395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -8267583.000000 Penalty: 3589.713135
	Iteration 1F: 3 clusters Score -8267583 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8268451.000000 Penalty: 3589.713135
	Iteration 2Q: 3 clusters Score -8268451 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -8269681.500000 Penalty: 3589.713135
	Iteration 3Q: 3 clusters Score -8269682 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -8271326.500000 Penalty: 3589.713135
	Iteration 4F: 3 clusters Score -8271326 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -8273669.500000 Penalty: 3589.713135
	Iteration 5F: 3 clusters Score -8273670 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8277076.000000 Penalty: 3589.713135
	Iteration 6F: 3 clusters Score -8277076 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -8281012.000000 Penalty: 3589.713135
	Iteration 7F: 3 clusters Score -8281012 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -8283764.500000 Penalty: 3589.713135
	Iteration 8F: 3 clusters Score -8283764 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -8284910.500000 Penalty: 3589.713135
	Iteration 9Q: 3 clusters Score -8284910 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8285402.500000 Penalty: 3589.713135
	Iteration 10Q: 3 clusters Score -8285402 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -8285696.500000 Penalty: 3589.713135
	Iteration 11Q: 3 clusters Score -8285696 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8285910.500000 Penalty: 3589.713135
	Iteration 12Q: 3 clusters Score -8285910 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8286072.500000 Penalty: 3589.713135
	Iteration 13Q: 3 clusters Score -8286072 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -8286258.500000 Penalty: 3589.713135
	Iteration 14Q: 3 clusters Score -8286258 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -8286359.500000 Penalty: 3589.713135
	Iteration 15Q: 3 clusters Score -8286360 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -8286413.000000 Penalty: 3589.713135
	Iteration 16Q: 3 clusters Score -8286413 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -8286469.000000 Penalty: 3589.713135
	Iteration 17Q: 3 clusters Score -8286469 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -8286555.000000 Penalty: 3589.713135
	Iteration 18Q: 3 clusters Score -8286555 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -8286630.500000 Penalty: 3589.713135
	Iteration 19Q: 3 clusters Score -8286630 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -8286686.000000 Penalty: 3589.713135
	Iteration 20F: 3 clusters Score -8286686 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -8286768.000000 Penalty: 3589.713135
	Iteration 21Q: 3 clusters Score -8286768 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -8286839.500000 Penalty: 3589.713135
	Iteration 22Q: 3 clusters Score -8286840 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -8286889.000000 Penalty: 3589.713135
	Iteration 23Q: 3 clusters Score -8286889 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -8286939.500000 Penalty: 3589.713135
	Iteration 24Q: 3 clusters Score -8286940 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -8286967.500000 Penalty: 3589.713135
	Iteration 25Q: 3 clusters Score -8286968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8286995.000000 Penalty: 3589.713135
	Iteration 26Q: 3 clusters Score -8286995 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -8287030.000000 Penalty: 3589.713135
	Iteration 27Q: 3 clusters Score -8287030 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -8287031.500000 Penalty: 3589.713135
	Iteration 28Q: 3 clusters Score -8287032 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -8287079.500000 Penalty: 3589.713135
	Iteration 29Q: 3 clusters Score -8287080 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -8287113.000000 Penalty: 3589.713135
	Iteration 30Q: 3 clusters Score -8287113 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -8287138.000000 Penalty: 3589.713135
	Iteration 31Q: 3 clusters Score -8287138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8287177.000000 Penalty: 3589.713135
	Iteration 32Q: 3 clusters Score -8287177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -8287197.500000 Penalty: 3589.713135
	Iteration 33Q: 3 clusters Score -8287198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8287206.000000 Penalty: 3589.713135
	Iteration 34Q: 3 clusters Score -8287206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -8287214.500000 Penalty: 3589.713135
	Iteration 35Q: 3 clusters Score -8287214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -8287225.500000 Penalty: 3589.713135
	Iteration 36Q: 3 clusters Score -8287226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -8287248.000000 Penalty: 3589.713135
	Iteration 37Q: 3 clusters Score -8287248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8287280.000000 Penalty: 3589.713135
	Iteration 38Q: 3 clusters Score -8287280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -8287261.000000 Penalty: 3589.713135
	Iteration 39Q: 3 clusters Score -8287261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -8287293.000000 Penalty: 3589.713135
	Iteration 40F: 3 clusters Score -8287293 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -8287279.500000 Penalty: 3589.713135
	Iteration 41Q: 3 clusters Score -8287280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -8287290.500000 Penalty: 3589.713135
	Iteration 42Q: 3 clusters Score -8287290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -8287295.000000 Penalty: 3589.713135
	Iteration 43Q: 3 clusters Score -8287295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -8287295.500000 Penalty: 3589.713135
	Iteration 44Q: 3 clusters Score -8287296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8287288.500000 Penalty: 3589.713135
	Iteration 45Q: 3 clusters Score -8287288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8287295.500000 Penalty: 3589.713135
	Iteration 46Q: 3 clusters Score -8287296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8287281.000000 Penalty: 3589.713135
	Iteration 47Q: 3 clusters Score -8287281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8287291.000000 Penalty: 3589.713135
	Iteration 48Q: 3 clusters Score -8287291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -8287281.000000 Penalty: 3589.713135
	Iteration 49Q: 3 clusters Score -8287281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -8287291.000000 Penalty: 3589.713135
	Iteration 50Q: 3 clusters Score -8287291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -8287298.500000 Penalty: 3589.713135
	Iteration 51Q: 3 clusters Score -8287298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -8287280.500000 Penalty: 3589.713135
	Iteration 52Q: 3 clusters Score -8287280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8287283.500000 Penalty: 3589.713135
	Iteration 53Q: 3 clusters Score -8287284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8287292.000000 Penalty: 3589.713135
	Iteration 54Q: 3 clusters Score -8287292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8287292.500000 Penalty: 3589.713135
	Iteration 55Q: 3 clusters Score -8287292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8287293.500000 Penalty: 3589.713135
	Iteration 56Q: 3 clusters Score -8287294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -8287303.000000 Penalty: 3589.713135
	Iteration 57Q: 3 clusters Score -8287303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -8287312.500000 Penalty: 3589.713135
	Iteration 58Q: 3 clusters Score -8287312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -8287306.000000 Penalty: 3589.713135
	Iteration 59Q: 3 clusters Score -8287306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -8287303.000000 Penalty: 3589.713135
	Iteration 60F: 3 clusters Score -8287303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8287305.000000 Penalty: 3589.713135
	Iteration 61Q: 3 clusters Score -8287305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -8287304.000000 Penalty: 3589.713135
	Iteration 62Q: 3 clusters Score -8287304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -8287301.500000 Penalty: 3589.713135
	Iteration 63Q: 3 clusters Score -8287302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -8287305.000000 Penalty: 3589.713135
	Iteration 64Q: 3 clusters Score -8287305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8287303.000000 Penalty: 3589.713135
	Iteration 65Q: 3 clusters Score -8287303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -8287302.500000 Penalty: 3589.713135
	Iteration 66Q: 3 clusters Score -8287302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8287303.000000 Penalty: 3589.713135
	Iteration 67Q: 3 clusters Score -8287303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -8287306.000000 Penalty: 3589.713135
	Iteration 68Q: 3 clusters Score -8287306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -8287304.500000 Penalty: 3589.713135
	Iteration 69Q: 3 clusters Score -8287304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8287309.500000 Penalty: 3589.713135
	Iteration 70Q: 3 clusters Score -8287310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8287309.500000 Penalty: 3589.713135
	Iteration 71F: 3 clusters Score -8287310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Entering Unmasked Estep 
Score: -1616094.375000 Penalty: 1538.198120
	Iteration 0F: 2 clusters Score -1616094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1607032.500000 Penalty: 3076.396240
	Iteration 0F: 3 clusters Score -1607032 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1610190.125000 Penalty: 3076.396240
	Iteration 1F: 3 clusters Score -1610190 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1610471.125000 Penalty: 3076.396240
	Iteration 2F: 3 clusters Score -1610471 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1610709.500000 Penalty: 3076.396240
	Iteration 3Q: 3 clusters Score -1610710 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1610953.125000 Penalty: 3076.396240
	Iteration 4Q: 3 clusters Score -1610953 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1611262.375000 Penalty: 3076.396240
	Iteration 5Q: 3 clusters Score -1611262 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1611658.500000 Penalty: 3076.396240
	Iteration 6F: 3 clusters Score -1611658 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1612242.000000 Penalty: 3076.396240
	Iteration 7F: 3 clusters Score -1612242 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1612908.250000 Penalty: 3076.396240
	Iteration 8F: 3 clusters Score -1612908 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1613513.125000 Penalty: 3076.396240
	Iteration 9F: 3 clusters Score -1613513 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1614040.125000 Penalty: 3076.396240
	Iteration 10Q: 3 clusters Score -1614040 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1614393.500000 Penalty: 3076.396240
	Iteration 11Q: 3 clusters Score -1614394 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1614614.000000 Penalty: 3076.396240
	Iteration 12Q: 3 clusters Score -1614614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1614717.000000 Penalty: 3076.396240
	Iteration 13Q: 3 clusters Score -1614717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1614768.000000 Penalty: 3076.396240
	Iteration 14Q: 3 clusters Score -1614768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1614798.375000 Penalty: 3076.396240
	Iteration 15Q: 3 clusters Score -1614798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1614814.500000 Penalty: 3076.396240
	Iteration 16Q: 3 clusters Score -1614814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1614829.750000 Penalty: 3076.396240
	Iteration 17Q: 3 clusters Score -1614830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1614847.875000 Penalty: 3076.396240
	Iteration 18Q: 3 clusters Score -1614848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1614862.375000 Penalty: 3076.396240
	Iteration 19Q: 3 clusters Score -1614862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1614868.500000 Penalty: 3076.396240
	Iteration 20F: 3 clusters Score -1614868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1614871.750000 Penalty: 3076.396240
	Iteration 21Q: 3 clusters Score -1614872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1614878.500000 Penalty: 3076.396240
	Iteration 22Q: 3 clusters Score -1614878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1614880.375000 Penalty: 3076.396240
	Iteration 23Q: 3 clusters Score -1614880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1614884.000000 Penalty: 3076.396240
	Iteration 24Q: 3 clusters Score -1614884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1614888.000000 Penalty: 3076.396240
	Iteration 25Q: 3 clusters Score -1614888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1614892.250000 Penalty: 3076.396240
	Iteration 26Q: 3 clusters Score -1614892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1614896.750000 Penalty: 3076.396240
	Iteration 27Q: 3 clusters Score -1614897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1614897.750000 Penalty: 3076.396240
	Iteration 28Q: 3 clusters Score -1614898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1614898.125000 Penalty: 3076.396240
	Iteration 29Q: 3 clusters Score -1614898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1614898.625000 Penalty: 3076.396240
	Iteration 30Q: 3 clusters Score -1614899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1614900.125000 Penalty: 3076.396240
	Iteration 31Q: 3 clusters Score -1614900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1614901.625000 Penalty: 3076.396240
	Iteration 32Q: 3 clusters Score -1614902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1614901.625000 Penalty: 3076.396240
	Iteration 33Q: 3 clusters Score -1614902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1614905.500000 Penalty: 3076.396240
	Iteration 34Q: 3 clusters Score -1614906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1614905.500000 Penalty: 3076.396240
	Iteration 35F: 3 clusters Score -1614906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (75830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Entering Unmasked Estep 
Score: -10082485.000000 Penalty: 1825.890503
	Iteration 0F: 2 clusters Score -1.008248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -10035167.000000 Penalty: 3651.781006
	Iteration 0F: 3 clusters Score -1.003517e+07 nChanged 35938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -10055888.000000 Penalty: 3651.781006
	Iteration 1F: 3 clusters Score -1.005589e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -10056632.000000 Penalty: 3651.781006
	Iteration 2Q: 3 clusters Score -1.005663e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -10057518.000000 Penalty: 3651.781006
	Iteration 3Q: 3 clusters Score -1.005752e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -10058595.000000 Penalty: 3651.781006
	Iteration 4Q: 3 clusters Score -1.00586e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -10060033.000000 Penalty: 3651.781006
	Iteration 5Q: 3 clusters Score -1.006003e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -10061993.000000 Penalty: 3651.781006
	Iteration 6F: 3 clusters Score -1.006199e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -10064921.000000 Penalty: 3651.781006
	Iteration 7F: 3 clusters Score -1.006492e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -10068617.000000 Penalty: 3651.781006
	Iteration 8F: 3 clusters Score -1.006862e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -10073006.000000 Penalty: 3651.781006
	Iteration 9F: 3 clusters Score -1.007301e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -10077137.000000 Penalty: 3651.781006
	Iteration 10F: 3 clusters Score -1.007714e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -10079655.000000 Penalty: 3651.781006
	Iteration 11Q: 3 clusters Score -1.007966e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -10080486.000000 Penalty: 3651.781006
	Iteration 12Q: 3 clusters Score -1.008049e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -10080753.000000 Penalty: 3651.781006
	Iteration 13Q: 3 clusters Score -1.008075e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -10080841.000000 Penalty: 3651.781006
	Iteration 14Q: 3 clusters Score -1.008084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -10080868.000000 Penalty: 3651.781006
	Iteration 15Q: 3 clusters Score -1.008087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -10080885.000000 Penalty: 3651.781006
	Iteration 16Q: 3 clusters Score -1.008088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -10080900.000000 Penalty: 3651.781006
	Iteration 17Q: 3 clusters Score -1.00809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -10080905.000000 Penalty: 3651.781006
	Iteration 18Q: 3 clusters Score -1.00809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -10080913.000000 Penalty: 3651.781006
	Iteration 19Q: 3 clusters Score -1.008091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -10080918.000000 Penalty: 3651.781006
	Iteration 20F: 3 clusters Score -1.008092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -10080915.000000 Penalty: 3651.781006
	Iteration 21Q: 3 clusters Score -1.008092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -10080918.000000 Penalty: 3651.781006
	Iteration 22Q: 3 clusters Score -1.008092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -10080922.000000 Penalty: 3651.781006
	Iteration 23Q: 3 clusters Score -1.008092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -10080922.000000 Penalty: 3651.781006
	Iteration 24F: 3 clusters Score -1.008092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Entering Unmasked Estep 
Score: -1677104.625000 Penalty: 1533.148926
	Iteration 0F: 2 clusters Score -1677105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1668258.000000 Penalty: 3066.297852
	Iteration 0F: 3 clusters Score -1668258 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1671175.250000 Penalty: 3066.297852
	Iteration 1F: 3 clusters Score -1671175 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1671418.625000 Penalty: 3066.297852
	Iteration 2F: 3 clusters Score -1671419 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1671612.250000 Penalty: 3066.297852
	Iteration 3Q: 3 clusters Score -1671612 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1671813.125000 Penalty: 3066.297852
	Iteration 4Q: 3 clusters Score -1671813 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1671996.375000 Penalty: 3066.297852
	Iteration 5Q: 3 clusters Score -1671996 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1672173.875000 Penalty: 3066.297852
	Iteration 6Q: 3 clusters Score -1672174 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1672386.750000 Penalty: 3066.297852
	Iteration 7Q: 3 clusters Score -1672387 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1672685.875000 Penalty: 3066.297852
	Iteration 8Q: 3 clusters Score -1672686 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1673051.500000 Penalty: 3066.297852
	Iteration 9Q: 3 clusters Score -1673052 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1673443.625000 Penalty: 3066.297852
	Iteration 10Q: 3 clusters Score -1673444 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1673901.000000 Penalty: 3066.297852
	Iteration 11Q: 3 clusters Score -1673901 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1674374.500000 Penalty: 3066.297852
	Iteration 12Q: 3 clusters Score -1674374 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1674804.375000 Penalty: 3066.297852
	Iteration 13Q: 3 clusters Score -1674804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1675099.250000 Penalty: 3066.297852
	Iteration 14Q: 3 clusters Score -1675099 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1675322.250000 Penalty: 3066.297852
	Iteration 15Q: 3 clusters Score -1675322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1675439.625000 Penalty: 3066.297852
	Iteration 16Q: 3 clusters Score -1675440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1675530.500000 Penalty: 3066.297852
	Iteration 17Q: 3 clusters Score -1675530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1675581.875000 Penalty: 3066.297852
	Iteration 18Q: 3 clusters Score -1675582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1675626.375000 Penalty: 3066.297852
	Iteration 19Q: 3 clusters Score -1675626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1675661.375000 Penalty: 3066.297852
	Iteration 20F: 3 clusters Score -1675661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1675683.500000 Penalty: 3066.297852
	Iteration 21Q: 3 clusters Score -1675684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1675699.625000 Penalty: 3066.297852
	Iteration 22Q: 3 clusters Score -1675700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1675708.000000 Penalty: 3066.297852
	Iteration 23Q: 3 clusters Score -1675708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1675721.750000 Penalty: 3066.297852
	Iteration 24Q: 3 clusters Score -1675722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1675730.250000 Penalty: 3066.297852
	Iteration 25Q: 3 clusters Score -1675730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1675738.500000 Penalty: 3066.297852
	Iteration 26Q: 3 clusters Score -1675738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1675740.625000 Penalty: 3066.297852
	Iteration 27Q: 3 clusters Score -1675741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1675744.000000 Penalty: 3066.297852
	Iteration 28Q: 3 clusters Score -1675744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1675747.000000 Penalty: 3066.297852
	Iteration 29Q: 3 clusters Score -1675747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1675750.625000 Penalty: 3066.297852
	Iteration 30Q: 3 clusters Score -1675751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1675756.250000 Penalty: 3066.297852
	Iteration 31Q: 3 clusters Score -1675756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1675761.750000 Penalty: 3066.297852
	Iteration 32Q: 3 clusters Score -1675762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1675764.000000 Penalty: 3066.297852
	Iteration 33Q: 3 clusters Score -1675764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1675767.625000 Penalty: 3066.297852
	Iteration 34Q: 3 clusters Score -1675768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1675768.875000 Penalty: 3066.297852
	Iteration 35Q: 3 clusters Score -1675769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1675769.625000 Penalty: 3066.297852
	Iteration 36Q: 3 clusters Score -1675770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1675772.750000 Penalty: 3066.297852
	Iteration 37Q: 3 clusters Score -1675773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1675775.250000 Penalty: 3066.297852
	Iteration 38Q: 3 clusters Score -1675775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1675780.375000 Penalty: 3066.297852
	Iteration 39Q: 3 clusters Score -1675780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1675781.125000 Penalty: 3066.297852
	Iteration 40F: 3 clusters Score -1675781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1675783.875000 Penalty: 3066.297852
	Iteration 41Q: 3 clusters Score -1675784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1675790.250000 Penalty: 3066.297852
	Iteration 42Q: 3 clusters Score -1675790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1675795.250000 Penalty: 3066.297852
	Iteration 43Q: 3 clusters Score -1675795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1675798.125000 Penalty: 3066.297852
	Iteration 44Q: 3 clusters Score -1675798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1675798.375000 Penalty: 3066.297852
	Iteration 45Q: 3 clusters Score -1675798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1675806.750000 Penalty: 3066.297852
	Iteration 46Q: 3 clusters Score -1675807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1675812.750000 Penalty: 3066.297852
	Iteration 47Q: 3 clusters Score -1675813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1675815.500000 Penalty: 3066.297852
	Iteration 48Q: 3 clusters Score -1675816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1675821.375000 Penalty: 3066.297852
	Iteration 49Q: 3 clusters Score -1675821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1675822.250000 Penalty: 3066.297852
	Iteration 50Q: 3 clusters Score -1675822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1675825.750000 Penalty: 3066.297852
	Iteration 51Q: 3 clusters Score -1675826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1675824.875000 Penalty: 3066.297852
	Iteration 52Q: 3 clusters Score -1675825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1675824.875000 Penalty: 3066.297852
	Iteration 53F: 3 clusters Score -1675825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Entering Unmasked Estep 
Score: -4976597.500000 Penalty: 1711.664917
	Iteration 0F: 2 clusters Score -4976598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4951462.000000 Penalty: 3423.329834
	Iteration 0F: 3 clusters Score -4951462 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4961071.000000 Penalty: 3423.329834
	Iteration 1F: 3 clusters Score -4961071 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4961450.000000 Penalty: 3423.329834
	Iteration 2Q: 3 clusters Score -4961450 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4961778.000000 Penalty: 3423.329834
	Iteration 3Q: 3 clusters Score -4961778 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4962170.000000 Penalty: 3423.329834
	Iteration 4Q: 3 clusters Score -4962170 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4962609.000000 Penalty: 3423.329834
	Iteration 5Q: 3 clusters Score -4962609 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4963146.000000 Penalty: 3423.329834
	Iteration 6Q: 3 clusters Score -4963146 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4963748.000000 Penalty: 3423.329834
	Iteration 7Q: 3 clusters Score -4963748 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4964592.000000 Penalty: 3423.329834
	Iteration 8Q: 3 clusters Score -4964592 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4965865.000000 Penalty: 3423.329834
	Iteration 9F: 3 clusters Score -4965865 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4967650.000000 Penalty: 3423.329834
	Iteration 10F: 3 clusters Score -4967650 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4969867.000000 Penalty: 3423.329834
	Iteration 11F: 3 clusters Score -4969867 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4972085.500000 Penalty: 3423.329834
	Iteration 12F: 3 clusters Score -4972086 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4973601.000000 Penalty: 3423.329834
	Iteration 13Q: 3 clusters Score -4973601 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4974475.000000 Penalty: 3423.329834
	Iteration 14Q: 3 clusters Score -4974475 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4974792.000000 Penalty: 3423.329834
	Iteration 15Q: 3 clusters Score -4974792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4974909.500000 Penalty: 3423.329834
	Iteration 16Q: 3 clusters Score -4974910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4974955.000000 Penalty: 3423.329834
	Iteration 17Q: 3 clusters Score -4974955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4974995.500000 Penalty: 3423.329834
	Iteration 18Q: 3 clusters Score -4974996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4975024.500000 Penalty: 3423.329834
	Iteration 19Q: 3 clusters Score -4975024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4975042.500000 Penalty: 3423.329834
	Iteration 20F: 3 clusters Score -4975042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4975050.500000 Penalty: 3423.329834
	Iteration 21Q: 3 clusters Score -4975050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4975054.500000 Penalty: 3423.329834
	Iteration 22Q: 3 clusters Score -4975054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4975049.000000 Penalty: 3423.329834
	Iteration 23Q: 3 clusters Score -4975049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4975049.000000 Penalty: 3423.329834
	Iteration 24F: 3 clusters Score -4975049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -6199.064941 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -6199.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5879.932617 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -5879.933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6002.189453 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -6002.189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6026.879395 Penalty: 1493.413940
	Iteration 2F: 3 clusters Score -6026.879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6029.736816 Penalty: 1493.413940
	Iteration 3Q: 3 clusters Score -6029.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6029.736816 Penalty: 1493.413940
	Iteration 4F: 3 clusters Score -6029.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -612335.750000 Penalty: 1376.697876
	Iteration 0F: 2 clusters Score -612335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -608474.750000 Penalty: 2753.395752
	Iteration 0F: 3 clusters Score -608474.8 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -609580.812500 Penalty: 2753.395752
	Iteration 1F: 3 clusters Score -609580.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -609750.937500 Penalty: 2753.395752
	Iteration 2F: 3 clusters Score -609750.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -609898.937500 Penalty: 2753.395752
	Iteration 3F: 3 clusters Score -609898.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -610033.375000 Penalty: 2753.395752
	Iteration 4Q: 3 clusters Score -610033.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -610174.375000 Penalty: 2753.395752
	Iteration 5Q: 3 clusters Score -610174.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -610314.625000 Penalty: 2753.395752
	Iteration 6Q: 3 clusters Score -610314.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -610427.875000 Penalty: 2753.395752
	Iteration 7Q: 3 clusters Score -610427.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -610524.812500 Penalty: 2753.395752
	Iteration 8Q: 3 clusters Score -610524.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -610634.250000 Penalty: 2753.395752
	Iteration 9Q: 3 clusters Score -610634.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -610740.312500 Penalty: 2753.395752
	Iteration 10Q: 3 clusters Score -610740.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -610819.875000 Penalty: 2753.395752
	Iteration 11Q: 3 clusters Score -610819.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -610881.312500 Penalty: 2753.395752
	Iteration 12Q: 3 clusters Score -610881.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -610927.437500 Penalty: 2753.395752
	Iteration 13Q: 3 clusters Score -610927.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -610959.437500 Penalty: 2753.395752
	Iteration 14Q: 3 clusters Score -610959.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -610983.375000 Penalty: 2753.395752
	Iteration 15Q: 3 clusters Score -610983.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -611003.500000 Penalty: 2753.395752
	Iteration 16Q: 3 clusters Score -611003.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -611027.500000 Penalty: 2753.395752
	Iteration 17Q: 3 clusters Score -611027.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -611041.875000 Penalty: 2753.395752
	Iteration 18Q: 3 clusters Score -611041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -611052.375000 Penalty: 2753.395752
	Iteration 19Q: 3 clusters Score -611052.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -611064.187500 Penalty: 2753.395752
	Iteration 20F: 3 clusters Score -611064.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -611077.375000 Penalty: 2753.395752
	Iteration 21Q: 3 clusters Score -611077.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -611089.500000 Penalty: 2753.395752
	Iteration 22Q: 3 clusters Score -611089.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -611096.875000 Penalty: 2753.395752
	Iteration 23Q: 3 clusters Score -611096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -611099.562500 Penalty: 2753.395752
	Iteration 24Q: 3 clusters Score -611099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -611101.625000 Penalty: 2753.395752
	Iteration 25Q: 3 clusters Score -611101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -611104.250000 Penalty: 2753.395752
	Iteration 26Q: 3 clusters Score -611104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -611105.500000 Penalty: 2753.395752
	Iteration 27Q: 3 clusters Score -611105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -611107.750000 Penalty: 2753.395752
	Iteration 28Q: 3 clusters Score -611107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -611108.812500 Penalty: 2753.395752
	Iteration 29Q: 3 clusters Score -611108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -611109.437500 Penalty: 2753.395752
	Iteration 30Q: 3 clusters Score -611109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -611109.000000 Penalty: 2753.395752
	Iteration 31Q: 3 clusters Score -611109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -611109.000000 Penalty: 2753.395752
	Iteration 32F: 3 clusters Score -611109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (73185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Entering Unmasked Estep 
Score: -9661747.000000 Penalty: 1820.121216
	Iteration 0F: 2 clusters Score -9661747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -9614063.000000 Penalty: 3640.242432
	Iteration 0F: 3 clusters Score -9614063 nChanged 34759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -9634074.000000 Penalty: 3640.242432
	Iteration 1F: 3 clusters Score -9634074 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -9634714.000000 Penalty: 3640.242432
	Iteration 2Q: 3 clusters Score -9634714 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -9635816.000000 Penalty: 3640.242432
	Iteration 3Q: 3 clusters Score -9635816 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -9637732.000000 Penalty: 3640.242432
	Iteration 4Q: 3 clusters Score -9637732 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -9641101.000000 Penalty: 3640.242432
	Iteration 5F: 3 clusters Score -9641101 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -9646562.000000 Penalty: 3640.242432
	Iteration 6F: 3 clusters Score -9646562 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -9653383.000000 Penalty: 3640.242432
	Iteration 7F: 3 clusters Score -9653383 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -9659198.000000 Penalty: 3640.242432
	Iteration 8F: 3 clusters Score -9659198 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -9661662.000000 Penalty: 3640.242432
	Iteration 9Q: 3 clusters Score -9661662 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -9662359.000000 Penalty: 3640.242432
	Iteration 10Q: 3 clusters Score -9662359 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -9662634.000000 Penalty: 3640.242432
	Iteration 11Q: 3 clusters Score -9662634 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -9662778.000000 Penalty: 3640.242432
	Iteration 12Q: 3 clusters Score -9662778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -9662823.000000 Penalty: 3640.242432
	Iteration 13Q: 3 clusters Score -9662823 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -9662890.000000 Penalty: 3640.242432
	Iteration 14Q: 3 clusters Score -9662890 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -9662907.000000 Penalty: 3640.242432
	Iteration 15Q: 3 clusters Score -9662907 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -9662939.000000 Penalty: 3640.242432
	Iteration 16Q: 3 clusters Score -9662939 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -9662966.000000 Penalty: 3640.242432
	Iteration 17Q: 3 clusters Score -9662966 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -9662974.000000 Penalty: 3640.242432
	Iteration 18Q: 3 clusters Score -9662974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -9662943.000000 Penalty: 3640.242432
	Iteration 19Q: 3 clusters Score -9662943 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -9662947.000000 Penalty: 3640.242432
	Iteration 20F: 3 clusters Score -9662947 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -9662923.000000 Penalty: 3640.242432
	Iteration 21Q: 3 clusters Score -9662923 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -9662915.000000 Penalty: 3640.242432
	Iteration 22Q: 3 clusters Score -9662915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -9662897.000000 Penalty: 3640.242432
	Iteration 23Q: 3 clusters Score -9662897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -9662910.000000 Penalty: 3640.242432
	Iteration 24Q: 3 clusters Score -9662910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -9662909.000000 Penalty: 3640.242432
	Iteration 25Q: 3 clusters Score -9662909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -9662889.000000 Penalty: 3640.242432
	Iteration 26Q: 3 clusters Score -9662889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -9662889.000000 Penalty: 3640.242432
	Iteration 27Q: 3 clusters Score -9662889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -9662869.000000 Penalty: 3640.242432
	Iteration 28Q: 3 clusters Score -9662869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -9662882.000000 Penalty: 3640.242432
	Iteration 29Q: 3 clusters Score -9662882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -9662859.000000 Penalty: 3640.242432
	Iteration 30Q: 3 clusters Score -9662859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -9662840.000000 Penalty: 3640.242432
	Iteration 31Q: 3 clusters Score -9662840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -9662832.000000 Penalty: 3640.242432
	Iteration 32Q: 3 clusters Score -9662832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -9662816.000000 Penalty: 3640.242432
	Iteration 33Q: 3 clusters Score -9662816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -9662814.000000 Penalty: 3640.242432
	Iteration 34Q: 3 clusters Score -9662814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -9662795.000000 Penalty: 3640.242432
	Iteration 35Q: 3 clusters Score -9662795 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -9662786.000000 Penalty: 3640.242432
	Iteration 36Q: 3 clusters Score -9662786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -9662771.000000 Penalty: 3640.242432
	Iteration 37Q: 3 clusters Score -9662771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -9662753.000000 Penalty: 3640.242432
	Iteration 38Q: 3 clusters Score -9662753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -9662760.000000 Penalty: 3640.242432
	Iteration 39Q: 3 clusters Score -9662760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -9662730.000000 Penalty: 3640.242432
	Iteration 40F: 3 clusters Score -9662730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -9662741.000000 Penalty: 3640.242432
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21263 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21689 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22031 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9662668 nChanged 61
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Mstep: Class 1 contains 22232 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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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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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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Entering Unmasked Estep 
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Mstep: Class 1 contains 22727 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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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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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 107Q: 3 clusters Score -9662570 nChanged 39
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	Iteration 109Q: 3 clusters Score -9662572 nChanged 54
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	Iteration 120F: 3 clusters Score -9662564 nChanged 29
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	Iteration 122Q: 3 clusters Score -9662573 nChanged 20
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	Iteration 123Q: 3 clusters Score -9662560 nChanged 21
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9662548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9662550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9662531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9662533 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9662535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9662533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9662539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9662541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9662545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9662550 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9662548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9662542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9662542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9662545 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9662532 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9662538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9662537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9662543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9662536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9662544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9662531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9662545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9662552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9662542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9662547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9662546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9662554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9662552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9662550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9662547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9662538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9662554 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24940 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9662543 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9662538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9662530 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9662535 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9662522 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9662530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9662530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -9662513.000000 Penalty: 3640.242432
	Iteration 172Q: 3 clusters Score -9662513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -9662515.000000 Penalty: 3640.242432
	Iteration 173Q: 3 clusters Score -9662515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -9662502.000000 Penalty: 3640.242432
	Iteration 174Q: 3 clusters Score -9662502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -9662492.000000 Penalty: 3640.242432
	Iteration 175Q: 3 clusters Score -9662492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -9662490.000000 Penalty: 3640.242432
	Iteration 176Q: 3 clusters Score -9662490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -9662491.000000 Penalty: 3640.242432
	Iteration 177Q: 3 clusters Score -9662491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9662495.000000 Penalty: 3640.242432
	Iteration 178Q: 3 clusters Score -9662495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9662495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9662495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9662494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9662496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9662492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9662495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9662492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9662493.000000 Penalty: 3640.242432
	Iteration 186Q: 3 clusters Score -9662493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -9662497.000000 Penalty: 3640.242432
	Iteration 187Q: 3 clusters Score -9662497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -9662497.000000 Penalty: 3640.242432
	Iteration 188Q: 3 clusters Score -9662497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -9662505.000000 Penalty: 3640.242432
	Iteration 189Q: 3 clusters Score -9662505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9662504.000000 Penalty: 3640.242432
	Iteration 190Q: 3 clusters Score -9662504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -9662500.000000 Penalty: 3640.242432
	Iteration 191Q: 3 clusters Score -9662500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -9662495.000000 Penalty: 3640.242432
	Iteration 192Q: 3 clusters Score -9662495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -9662483.000000 Penalty: 3640.242432
	Iteration 193Q: 3 clusters Score -9662483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -9662481.000000 Penalty: 3640.242432
	Iteration 194Q: 3 clusters Score -9662481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9662484.000000 Penalty: 3640.242432
	Iteration 195Q: 3 clusters Score -9662484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -9662478.000000 Penalty: 3640.242432
	Iteration 196Q: 3 clusters Score -9662478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -9662482.000000 Penalty: 3640.242432
	Iteration 197Q: 3 clusters Score -9662482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -9662477.000000 Penalty: 3640.242432
	Iteration 198Q: 3 clusters Score -9662477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -9662462.000000 Penalty: 3640.242432
	Iteration 199Q: 3 clusters Score -9662462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9662454.000000 Penalty: 3640.242432
	Iteration 200F: 3 clusters Score -9662454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -9662451.000000 Penalty: 3640.242432
	Iteration 201Q: 3 clusters Score -9662451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9662469.000000 Penalty: 3640.242432
	Iteration 202Q: 3 clusters Score -9662469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -9662463.000000 Penalty: 3640.242432
	Iteration 203Q: 3 clusters Score -9662463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -9662454.000000 Penalty: 3640.242432
	Iteration 204Q: 3 clusters Score -9662454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -9662448.000000 Penalty: 3640.242432
	Iteration 205Q: 3 clusters Score -9662448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -9662447.000000 Penalty: 3640.242432
	Iteration 206Q: 3 clusters Score -9662447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -9662448.000000 Penalty: 3640.242432
	Iteration 207Q: 3 clusters Score -9662448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -9662452.000000 Penalty: 3640.242432
	Iteration 208Q: 3 clusters Score -9662452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -9662463.000000 Penalty: 3640.242432
	Iteration 209Q: 3 clusters Score -9662463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -9662462.000000 Penalty: 3640.242432
	Iteration 210Q: 3 clusters Score -9662462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -9662460.000000 Penalty: 3640.242432
	Iteration 211Q: 3 clusters Score -9662460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -9662457.000000 Penalty: 3640.242432
	Iteration 212Q: 3 clusters Score -9662457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -9662461.000000 Penalty: 3640.242432
	Iteration 213Q: 3 clusters Score -9662461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9662460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9662462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9662462.000000 Penalty: 3640.242432
	Iteration 216F: 3 clusters Score -9662462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71726 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 73806 members 
Mstep: Class 11 contains 81842 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 37511 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 57914 members 
Mstep: Class 18 contains 47505 members 
Mstep: Class 19 contains 15056 members 
Mstep: Class 20 contains 81635 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 62504 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7797 members 
Mstep: Class 25 contains 62647 members 
Mstep: Class 26 contains 12911 members 
Mstep: Class 27 contains 75830 members 
Mstep: Class 28 contains 12516 members 
Mstep: Class 29 contains 37546 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 25680 members 
Mstep: Class 33 contains 84671 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
Score: -127743424.000000 Penalty: 78578.953125
Splitting cluster 32 changes total score from -127741232.000000 to -127743424.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 33 (84671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84671 members 
Entering Unmasked Estep 
Score: -11250099.000000 Penalty: 1843.810791
	Iteration 0F: 2 clusters Score -1.12501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -11198876.000000 Penalty: 3687.621582
	Iteration 0F: 3 clusters Score -1.119888e+07 nChanged 40528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -11222160.000000 Penalty: 3687.621582
	Iteration 1F: 3 clusters Score -1.122216e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -11223026.000000 Penalty: 3687.621582
	Iteration 2Q: 3 clusters Score -1.122303e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -11224454.000000 Penalty: 3687.621582
	Iteration 3Q: 3 clusters Score -1.122445e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -11226886.000000 Penalty: 3687.621582
	Iteration 4F: 3 clusters Score -1.122689e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -11230885.000000 Penalty: 3687.621582
	Iteration 5F: 3 clusters Score -1.123088e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -11236115.000000 Penalty: 3687.621582
	Iteration 6F: 3 clusters Score -1.123612e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -11241409.000000 Penalty: 3687.621582
	Iteration 7F: 3 clusters Score -1.124141e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -11245539.000000 Penalty: 3687.621582
	Iteration 8F: 3 clusters Score -1.124554e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11247618.000000 Penalty: 3687.621582
	Iteration 9Q: 3 clusters Score -1.124762e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11248161.000000 Penalty: 3687.621582
	Iteration 10Q: 3 clusters Score -1.124816e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11248326.000000 Penalty: 3687.621582
	Iteration 11Q: 3 clusters Score -1.124833e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11248387.000000 Penalty: 3687.621582
	Iteration 12Q: 3 clusters Score -1.124839e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11248429.000000 Penalty: 3687.621582
	Iteration 13Q: 3 clusters Score -1.124843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11248451.000000 Penalty: 3687.621582
	Iteration 14Q: 3 clusters Score -1.124845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11248475.000000 Penalty: 3687.621582
	Iteration 15Q: 3 clusters Score -1.124848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11248492.000000 Penalty: 3687.621582
	Iteration 16Q: 3 clusters Score -1.124849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11248503.000000 Penalty: 3687.621582
	Iteration 17Q: 3 clusters Score -1.12485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11248514.000000 Penalty: 3687.621582
	Iteration 18Q: 3 clusters Score -1.124851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11248511.000000 Penalty: 3687.621582
	Iteration 19Q: 3 clusters Score -1.124851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11248516.000000 Penalty: 3687.621582
	Iteration 20F: 3 clusters Score -1.124852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11248509.000000 Penalty: 3687.621582
	Iteration 21Q: 3 clusters Score -1.124851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11248522.000000 Penalty: 3687.621582
	Iteration 22Q: 3 clusters Score -1.124852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11248522.000000 Penalty: 3687.621582
	Iteration 23Q: 3 clusters Score -1.124852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11248530.000000 Penalty: 3687.621582
	Iteration 24Q: 3 clusters Score -1.124853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11248534.000000 Penalty: 3687.621582
	Iteration 25Q: 3 clusters Score -1.124853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11248533.000000 Penalty: 3687.621582
	Iteration 26Q: 3 clusters Score -1.124853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11248535.000000 Penalty: 3687.621582
	Iteration 27Q: 3 clusters Score -1.124854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11248544.000000 Penalty: 3687.621582
	Iteration 28Q: 3 clusters Score -1.124854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11248546.000000 Penalty: 3687.621582
	Iteration 29Q: 3 clusters Score -1.124855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11248546.000000 Penalty: 3687.621582
	Iteration 30F: 3 clusters Score -1.124855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -235605.265625 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -235605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -233579.171875 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -233579.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234000.593750 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -234000.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -234096.578125 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -234096.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -234162.593750 Penalty: 2448.450439
	Iteration 3Q: 3 clusters Score -234162.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -234216.765625 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -234216.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -234249.734375 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -234249.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -234272.562500 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -234272.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234290.203125 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -234290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234305.187500 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -234305.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234324.406250 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -234324.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234341.359375 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -234341.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -234352.281250 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -234352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -234361.281250 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -234361.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234370.296875 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -234370.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234375.250000 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -234375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -234379.437500 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -234379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234382.640625 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -234382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234386.906250 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -234386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234390.328125 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -234390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -234392.890625 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -234392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -234395.875000 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -234395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234397.421875 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -234397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -234398.562500 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -234398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -234399.109375 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -234399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -234399.406250 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -234399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -234399.406250 Penalty: 2448.450439
	Iteration 25F: 3 clusters Score -234399.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Entering Unmasked Estep 
Score: -548552.250000 Penalty: 1353.882690
	Iteration 0F: 2 clusters Score -548552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -545134.875000 Penalty: 2707.765381
	Iteration 0F: 3 clusters Score -545134.9 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -546016.875000 Penalty: 2707.765381
	Iteration 1F: 3 clusters Score -546016.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -546173.812500 Penalty: 2707.765381
	Iteration 2F: 3 clusters Score -546173.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -546298.375000 Penalty: 2707.765381
	Iteration 3Q: 3 clusters Score -546298.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -546441.000000 Penalty: 2707.765381
	Iteration 4Q: 3 clusters Score -546441 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -546602.562500 Penalty: 2707.765381
	Iteration 5F: 3 clusters Score -546602.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -546763.375000 Penalty: 2707.765381
	Iteration 6F: 3 clusters Score -546763.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -546890.000000 Penalty: 2707.765381
	Iteration 7Q: 3 clusters Score -546890 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -547024.687500 Penalty: 2707.765381
	Iteration 8Q: 3 clusters Score -547024.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -547153.062500 Penalty: 2707.765381
	Iteration 9Q: 3 clusters Score -547153.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -547281.625000 Penalty: 2707.765381
	Iteration 10Q: 3 clusters Score -547281.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -547387.437500 Penalty: 2707.765381
	Iteration 11Q: 3 clusters Score -547387.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -547480.625000 Penalty: 2707.765381
	Iteration 12Q: 3 clusters Score -547480.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -547527.312500 Penalty: 2707.765381
	Iteration 13Q: 3 clusters Score -547527.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -547545.562500 Penalty: 2707.765381
	Iteration 14Q: 3 clusters Score -547545.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -547553.000000 Penalty: 2707.765381
	Iteration 15Q: 3 clusters Score -547553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -547559.937500 Penalty: 2707.765381
	Iteration 16Q: 3 clusters Score -547559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -547565.500000 Penalty: 2707.765381
	Iteration 17Q: 3 clusters Score -547565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -547569.062500 Penalty: 2707.765381
	Iteration 18Q: 3 clusters Score -547569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -547574.250000 Penalty: 2707.765381
	Iteration 19Q: 3 clusters Score -547574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -547576.625000 Penalty: 2707.765381
	Iteration 20F: 3 clusters Score -547576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -547579.000000 Penalty: 2707.765381
	Iteration 21Q: 3 clusters Score -547579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -547579.000000 Penalty: 2707.765381
	Iteration 22F: 3 clusters Score -547579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71726 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 73806 members 
Mstep: Class 11 contains 81842 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 57914 members 
Mstep: Class 19 contains 15056 members 
Mstep: Class 20 contains 81635 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 62504 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 7797 members 
Mstep: Class 25 contains 62647 members 
Mstep: Class 26 contains 12911 members 
Mstep: Class 27 contains 75830 members 
Mstep: Class 28 contains 12516 members 
Mstep: Class 29 contains 37546 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 25680 members 
Mstep: Class 33 contains 84671 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127746920.000000 Penalty: 78578.953125
Iteration 119Q: 36 clusters Score -1.277469e+08 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71745 members 
Mstep: Class 7 contains 7776 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 72710 members 
Mstep: Class 11 contains 82080 members 
Mstep: Class 12 contains 64530 members 
Mstep: Class 13 contains 18017 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 36863 members 
Mstep: Class 16 contains 6199 members 
Mstep: Class 17 contains 59885 members 
Mstep: Class 18 contains 47269 members 
Mstep: Class 19 contains 15010 members 
Mstep: Class 20 contains 81475 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 62796 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7793 members 
Mstep: Class 25 contains 63618 members 
Mstep: Class 26 contains 12931 members 
Mstep: Class 27 contains 75663 members 
Mstep: Class 28 contains 12393 members 
Mstep: Class 29 contains 36881 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 25603 members 
Mstep: Class 33 contains 84196 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748912.000000 Penalty: 78578.953125
Iteration 120F: 36 clusters Score -1.277489e+08 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71747 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 71247 members 
Mstep: Class 11 contains 82201 members 
Mstep: Class 12 contains 63892 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 37567 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 61394 members 
Mstep: Class 18 contains 48140 members 
Mstep: Class 19 contains 14893 members 
Mstep: Class 20 contains 81319 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 62599 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7788 members 
Mstep: Class 25 contains 64679 members 
Mstep: Class 26 contains 12948 members 
Mstep: Class 27 contains 75059 members 
Mstep: Class 28 contains 12268 members 
Mstep: Class 29 contains 36254 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 25672 members 
Mstep: Class 33 contains 83779 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749920.000000 Penalty: 78578.953125
Iteration 121Q: 36 clusters Score -1.277499e+08 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 71744 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 13431 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 69540 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 63332 members 
Mstep: Class 13 contains 18021 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 38002 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 63171 members 
Mstep: Class 18 contains 48564 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 81283 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 62475 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 7784 members 
Mstep: Class 25 contains 66011 members 
Mstep: Class 26 contains 12970 members 
Mstep: Class 27 contains 74368 members 
Mstep: Class 28 contains 12137 members 
Mstep: Class 29 contains 35639 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 25849 members 
Mstep: Class 33 contains 83398 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750384.000000 Penalty: 78578.953125
Iteration 122Q: 36 clusters Score -1.277504e+08 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 71758 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 67531 members 
Mstep: Class 11 contains 82645 members 
Mstep: Class 12 contains 62860 members 
Mstep: Class 13 contains 18012 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 15 contains 38341 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 17 contains 64780 members 
Mstep: Class 18 contains 48978 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 81264 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 62325 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 7787 members 
Mstep: Class 25 contains 67537 members 
Mstep: Class 26 contains 12982 members 
Mstep: Class 27 contains 73731 members 
Mstep: Class 28 contains 11973 members 
Mstep: Class 29 contains 35009 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 26018 members 
Mstep: Class 33 contains 83121 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127751136.000000 Penalty: 78578.953125
Iteration 123Q: 36 clusters Score -1.277511e+08 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 71782 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 13406 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 65511 members 
Mstep: Class 11 contains 83169 members 
Mstep: Class 12 contains 62505 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 38698 members 
Mstep: Class 16 contains 6206 members 
Mstep: Class 17 contains 66280 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 81255 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 62168 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 7784 members 
Mstep: Class 25 contains 68880 members 
Mstep: Class 26 contains 12983 members 
Mstep: Class 27 contains 73125 members 
Mstep: Class 28 contains 11806 members 
Mstep: Class 29 contains 34466 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 26163 members 
Mstep: Class 33 contains 82811 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752424.000000 Penalty: 78578.953125
Iteration 124Q: 36 clusters Score -1.277524e+08 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 71826 members 
Mstep: Class 7 contains 7755 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 63460 members 
Mstep: Class 11 contains 83933 members 
Mstep: Class 12 contains 62135 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 5596 members 
Mstep: Class 15 contains 39037 members 
Mstep: Class 16 contains 6224 members 
Mstep: Class 17 contains 67760 members 
Mstep: Class 18 contains 49534 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 81228 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 62027 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 7780 members 
Mstep: Class 25 contains 70075 members 
Mstep: Class 26 contains 12977 members 
Mstep: Class 27 contains 72457 members 
Mstep: Class 28 contains 11624 members 
Mstep: Class 29 contains 33964 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 26300 members 
Mstep: Class 33 contains 82544 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752544.000000 Penalty: 78578.953125
Iteration 125Q: 36 clusters Score -1.277525e+08 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 71878 members 
Mstep: Class 7 contains 7753 members 
Mstep: Class 8 contains 13400 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 61648 members 
Mstep: Class 11 contains 84978 members 
Mstep: Class 12 contains 61814 members 
Mstep: Class 13 contains 17939 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 39321 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 69073 members 
Mstep: Class 18 contains 49768 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 81247 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 61836 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 7783 members 
Mstep: Class 25 contains 70770 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 71953 members 
Mstep: Class 28 contains 11449 members 
Mstep: Class 29 contains 33454 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 26436 members 
Mstep: Class 33 contains 82304 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753080.000000 Penalty: 78578.953125
Iteration 126Q: 36 clusters Score -1.277531e+08 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 71891 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 13389 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 60277 members 
Mstep: Class 11 contains 86194 members 
Mstep: Class 12 contains 61513 members 
Mstep: Class 13 contains 17913 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 39560 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 17 contains 70358 members 
Mstep: Class 18 contains 49972 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 81319 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 61658 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 7780 members 
Mstep: Class 25 contains 70894 members 
Mstep: Class 26 contains 12977 members 
Mstep: Class 27 contains 71414 members 
Mstep: Class 28 contains 11298 members 
Mstep: Class 29 contains 32916 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 26587 members 
Mstep: Class 33 contains 82122 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753480.000000 Penalty: 78578.953125
Iteration 127Q: 36 clusters Score -1.277535e+08 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 71922 members 
Mstep: Class 7 contains 7748 members 
Mstep: Class 8 contains 13376 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 59279 members 
Mstep: Class 11 contains 87592 members 
Mstep: Class 12 contains 61210 members 
Mstep: Class 13 contains 17886 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 39822 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 17 contains 71464 members 
Mstep: Class 18 contains 50177 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 81386 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 61451 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 7783 members 
Mstep: Class 25 contains 70582 members 
Mstep: Class 26 contains 12958 members 
Mstep: Class 27 contains 70906 members 
Mstep: Class 28 contains 11203 members 
Mstep: Class 29 contains 32352 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 26745 members 
Mstep: Class 33 contains 81922 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753776.000000 Penalty: 78578.953125
Iteration 128Q: 36 clusters Score -1.277538e+08 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 71990 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 58543 members 
Mstep: Class 11 contains 89051 members 
Mstep: Class 12 contains 60953 members 
Mstep: Class 13 contains 17850 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 40070 members 
Mstep: Class 16 contains 6271 members 
Mstep: Class 17 contains 72543 members 
Mstep: Class 18 contains 50384 members 
Mstep: Class 19 contains 14844 members 
Mstep: Class 20 contains 81423 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 61247 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 7781 members 
Mstep: Class 25 contains 69993 members 
Mstep: Class 26 contains 12942 members 
Mstep: Class 27 contains 70390 members 
Mstep: Class 28 contains 11110 members 
Mstep: Class 29 contains 31801 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 26888 members 
Mstep: Class 33 contains 81698 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754024.000000 Penalty: 78578.953125
Iteration 129Q: 36 clusters Score -1.27754e+08 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 72030 members 
Mstep: Class 7 contains 7743 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 58061 members 
Mstep: Class 11 contains 90439 members 
Mstep: Class 12 contains 60699 members 
Mstep: Class 13 contains 17825 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 15 contains 40366 members 
Mstep: Class 16 contains 6277 members 
Mstep: Class 17 contains 73577 members 
Mstep: Class 18 contains 50605 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 81432 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 61040 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 7784 members 
Mstep: Class 25 contains 69215 members 
Mstep: Class 26 contains 12921 members 
Mstep: Class 27 contains 69785 members 
Mstep: Class 28 contains 11039 members 
Mstep: Class 29 contains 31301 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 27029 members 
Mstep: Class 33 contains 81497 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753936.000000 Penalty: 78578.953125
Iteration 130Q: 36 clusters Score -1.277539e+08 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 72048 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 13351 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 57907 members 
Mstep: Class 11 contains 91726 members 
Mstep: Class 12 contains 60505 members 
Mstep: Class 13 contains 17795 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 40657 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 74593 members 
Mstep: Class 18 contains 50800 members 
Mstep: Class 19 contains 14881 members 
Mstep: Class 20 contains 81425 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60847 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 7789 members 
Mstep: Class 25 contains 68201 members 
Mstep: Class 26 contains 12894 members 
Mstep: Class 27 contains 69137 members 
Mstep: Class 28 contains 10971 members 
Mstep: Class 29 contains 30842 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 27196 members 
Mstep: Class 33 contains 81282 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754192.000000 Penalty: 78578.953125
Iteration 131Q: 36 clusters Score -1.277542e+08 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 72120 members 
Mstep: Class 7 contains 7734 members 
Mstep: Class 8 contains 13353 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 58034 members 
Mstep: Class 11 contains 92843 members 
Mstep: Class 12 contains 60292 members 
Mstep: Class 13 contains 17771 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 6289 members 
Mstep: Class 17 contains 75534 members 
Mstep: Class 18 contains 51046 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 81495 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60659 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7794 members 
Mstep: Class 25 contains 67057 members 
Mstep: Class 26 contains 12882 members 
Mstep: Class 27 contains 68520 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 30362 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 27359 members 
Mstep: Class 33 contains 80985 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754624.000000 Penalty: 78578.953125
Iteration 132Q: 36 clusters Score -1.277546e+08 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 7725 members 
Mstep: Class 8 contains 13356 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 58541 members 
Mstep: Class 11 contains 93743 members 
Mstep: Class 12 contains 60142 members 
Mstep: Class 13 contains 17740 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 41297 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 76373 members 
Mstep: Class 18 contains 51263 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 81525 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60505 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7793 members 
Mstep: Class 25 contains 65745 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 67918 members 
Mstep: Class 28 contains 10794 members 
Mstep: Class 29 contains 29920 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 27536 members 
Mstep: Class 33 contains 80697 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754816.000000 Penalty: 78578.953125
Iteration 133Q: 36 clusters Score -1.277548e+08 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 72311 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 13353 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 59319 members 
Mstep: Class 11 contains 94339 members 
Mstep: Class 12 contains 60010 members 
Mstep: Class 13 contains 17724 members 
Mstep: Class 14 contains 5596 members 
Mstep: Class 15 contains 41530 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 77178 members 
Mstep: Class 18 contains 51497 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 81565 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60372 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7791 members 
Mstep: Class 25 contains 64398 members 
Mstep: Class 26 contains 12821 members 
Mstep: Class 27 contains 67412 members 
Mstep: Class 28 contains 10692 members 
Mstep: Class 29 contains 29458 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 27740 members 
Mstep: Class 33 contains 80436 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755072.000000 Penalty: 78578.953125
Iteration 134Q: 36 clusters Score -1.277551e+08 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 72405 members 
Mstep: Class 7 contains 7713 members 
Mstep: Class 8 contains 13363 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 60462 members 
Mstep: Class 11 contains 94689 members 
Mstep: Class 12 contains 59863 members 
Mstep: Class 13 contains 17713 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 41887 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 77847 members 
Mstep: Class 18 contains 51693 members 
Mstep: Class 19 contains 14909 members 
Mstep: Class 20 contains 81549 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60287 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 7789 members 
Mstep: Class 25 contains 62983 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 66961 members 
Mstep: Class 28 contains 10579 members 
Mstep: Class 29 contains 28987 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4784 members 
Mstep: Class 32 contains 27950 members 
Mstep: Class 33 contains 80145 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754936.000000 Penalty: 78578.953125
Iteration 135Q: 36 clusters Score -1.277549e+08 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 72505 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 13367 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 61917 members 
Mstep: Class 11 contains 94764 members 
Mstep: Class 12 contains 59705 members 
Mstep: Class 13 contains 17696 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 15 contains 42295 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 17 contains 78482 members 
Mstep: Class 18 contains 51925 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 81548 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60189 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7787 members 
Mstep: Class 25 contains 61472 members 
Mstep: Class 26 contains 12764 members 
Mstep: Class 27 contains 66507 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 28515 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 28142 members 
Mstep: Class 33 contains 79882 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754992.000000 Penalty: 78578.953125
Iteration 136Q: 36 clusters Score -1.27755e+08 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 72531 members 
Mstep: Class 7 contains 7703 members 
Mstep: Class 8 contains 13364 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 63598 members 
Mstep: Class 11 contains 94341 members 
Mstep: Class 12 contains 59559 members 
Mstep: Class 13 contains 17677 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 42662 members 
Mstep: Class 16 contains 6279 members 
Mstep: Class 17 contains 78995 members 
Mstep: Class 18 contains 52144 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 81441 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60110 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7782 members 
Mstep: Class 25 contains 60323 members 
Mstep: Class 26 contains 12767 members 
Mstep: Class 27 contains 66194 members 
Mstep: Class 28 contains 10386 members 
Mstep: Class 29 contains 28113 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 28355 members 
Mstep: Class 33 contains 79597 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754352.000000 Penalty: 78578.953125
Iteration 137Q: 36 clusters Score -1.277544e+08 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 72527 members 
Mstep: Class 7 contains 7701 members 
Mstep: Class 8 contains 13364 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 65100 members 
Mstep: Class 11 contains 93486 members 
Mstep: Class 12 contains 59448 members 
Mstep: Class 13 contains 17649 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 43013 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 79401 members 
Mstep: Class 18 contains 52406 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 81225 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60034 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7777 members 
Mstep: Class 25 contains 59797 members 
Mstep: Class 26 contains 12743 members 
Mstep: Class 27 contains 65920 members 
Mstep: Class 28 contains 10305 members 
Mstep: Class 29 contains 27737 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 28565 members 
Mstep: Class 33 contains 79418 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754128.000000 Penalty: 78578.953125
Iteration 138Q: 36 clusters Score -1.277541e+08 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 72415 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 13363 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 66482 members 
Mstep: Class 11 contains 92179 members 
Mstep: Class 12 contains 59324 members 
Mstep: Class 13 contains 17623 members 
Mstep: Class 14 contains 5596 members 
Mstep: Class 15 contains 43318 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 79698 members 
Mstep: Class 18 contains 52700 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 80977 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 60017 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7774 members 
Mstep: Class 25 contains 59895 members 
Mstep: Class 26 contains 12722 members 
Mstep: Class 27 contains 65786 members 
Mstep: Class 28 contains 10230 members 
Mstep: Class 29 contains 27389 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 28744 members 
Mstep: Class 33 contains 79274 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754040.000000 Penalty: 78578.953125
Iteration 139Q: 36 clusters Score -1.27754e+08 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 72218 members 
Mstep: Class 7 contains 7689 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 67803 members 
Mstep: Class 11 contains 90726 members 
Mstep: Class 12 contains 59203 members 
Mstep: Class 13 contains 17614 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 43625 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 17 contains 79832 members 
Mstep: Class 18 contains 53038 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 80671 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 59971 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7770 members 
Mstep: Class 25 contains 60256 members 
Mstep: Class 26 contains 12698 members 
Mstep: Class 27 contains 65793 members 
Mstep: Class 28 contains 10160 members 
Mstep: Class 29 contains 27056 members 
Mstep: Class 30 contains 103 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 28938 members 
Mstep: Class 33 contains 79177 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753088.000000 Penalty: 78578.953125
Iteration 140F: 36 clusters Score -1.277531e+08 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 72011 members 
Mstep: Class 7 contains 7679 members 
Mstep: Class 8 contains 13367 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 68937 members 
Mstep: Class 11 contains 88992 members 
Mstep: Class 12 contains 59069 members 
Mstep: Class 13 contains 17607 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 15 contains 43912 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 80153 members 
Mstep: Class 18 contains 53385 members 
Mstep: Class 19 contains 14891 members 
Mstep: Class 20 contains 80354 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 59916 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7770 members 
Mstep: Class 25 contains 61011 members 
Mstep: Class 26 contains 12693 members 
Mstep: Class 27 contains 65753 members 
Mstep: Class 28 contains 10092 members 
Mstep: Class 29 contains 26688 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 29134 members 
Mstep: Class 33 contains 79080 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752752.000000 Penalty: 78578.953125
Iteration 141Q: 36 clusters Score -1.277528e+08 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 71738 members 
Mstep: Class 7 contains 7668 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 69896 members 
Mstep: Class 11 contains 87095 members 
Mstep: Class 12 contains 58981 members 
Mstep: Class 13 contains 17598 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 44063 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 80473 members 
Mstep: Class 18 contains 53727 members 
Mstep: Class 19 contains 14906 members 
Mstep: Class 20 contains 79961 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 59894 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7765 members 
Mstep: Class 25 contains 62100 members 
Mstep: Class 26 contains 12698 members 
Mstep: Class 27 contains 65820 members 
Mstep: Class 28 contains 10016 members 
Mstep: Class 29 contains 26348 members 
Mstep: Class 30 contains 105 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 29332 members 
Mstep: Class 33 contains 79028 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753080.000000 Penalty: 78578.953125
Iteration 142Q: 36 clusters Score -1.277531e+08 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 71485 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 13357 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 70452 members 
Mstep: Class 11 contains 85126 members 
Mstep: Class 12 contains 58889 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 44214 members 
Mstep: Class 16 contains 6349 members 
Mstep: Class 17 contains 80696 members 
Mstep: Class 18 contains 54069 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 79640 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59867 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7763 members 
Mstep: Class 25 contains 63616 members 
Mstep: Class 26 contains 12721 members 
Mstep: Class 27 contains 65939 members 
Mstep: Class 28 contains 9957 members 
Mstep: Class 29 contains 25994 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 29530 members 
Mstep: Class 33 contains 78996 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753416.000000 Penalty: 78578.953125
Iteration 143Q: 36 clusters Score -1.277534e+08 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 71290 members 
Mstep: Class 7 contains 7656 members 
Mstep: Class 8 contains 13344 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 70450 members 
Mstep: Class 11 contains 83309 members 
Mstep: Class 12 contains 58753 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 44372 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 80931 members 
Mstep: Class 18 contains 54407 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 79349 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59846 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7770 members 
Mstep: Class 25 contains 65484 members 
Mstep: Class 26 contains 12736 members 
Mstep: Class 27 contains 66151 members 
Mstep: Class 28 contains 9897 members 
Mstep: Class 29 contains 25631 members 
Mstep: Class 30 contains 107 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 29719 members 
Mstep: Class 33 contains 78905 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754040.000000 Penalty: 78578.953125
Iteration 144Q: 36 clusters Score -1.27754e+08 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 71141 members 
Mstep: Class 7 contains 7643 members 
Mstep: Class 8 contains 13333 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 69936 members 
Mstep: Class 11 contains 81613 members 
Mstep: Class 12 contains 58644 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 44585 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 81138 members 
Mstep: Class 18 contains 54739 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 79046 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59845 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 7770 members 
Mstep: Class 25 contains 67631 members 
Mstep: Class 26 contains 12754 members 
Mstep: Class 27 contains 66335 members 
Mstep: Class 28 contains 9844 members 
Mstep: Class 29 contains 25238 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 29911 members 
Mstep: Class 33 contains 78849 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 4336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127754840.000000 Penalty: 78578.953125
Iteration 145Q: 36 clusters Score -1.277548e+08 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 71022 members 
Mstep: Class 7 contains 7630 members 
Mstep: Class 8 contains 13327 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 68845 members 
Mstep: Class 11 contains 80235 members 
Mstep: Class 12 contains 58581 members 
Mstep: Class 13 contains 17573 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 44800 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 81273 members 
Mstep: Class 18 contains 55115 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 78662 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59842 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 7765 members 
Mstep: Class 25 contains 70009 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 66564 members 
Mstep: Class 28 contains 9792 members 
Mstep: Class 29 contains 24816 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 30077 members 
Mstep: Class 33 contains 78860 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755176.000000 Penalty: 78578.953125
Iteration 146Q: 36 clusters Score -1.277552e+08 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 70923 members 
Mstep: Class 7 contains 7612 members 
Mstep: Class 8 contains 13307 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 67229 members 
Mstep: Class 11 contains 79220 members 
Mstep: Class 12 contains 58479 members 
Mstep: Class 13 contains 17570 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 45030 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 81417 members 
Mstep: Class 18 contains 55477 members 
Mstep: Class 19 contains 14929 members 
Mstep: Class 20 contains 78243 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59879 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 7760 members 
Mstep: Class 25 contains 72498 members 
Mstep: Class 26 contains 12823 members 
Mstep: Class 27 contains 66829 members 
Mstep: Class 28 contains 9712 members 
Mstep: Class 29 contains 24408 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 30222 members 
Mstep: Class 33 contains 78947 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756160.000000 Penalty: 78578.953125
Iteration 147Q: 36 clusters Score -1.277562e+08 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 70860 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 13290 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 65489 members 
Mstep: Class 11 contains 78514 members 
Mstep: Class 12 contains 58395 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 45294 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 81501 members 
Mstep: Class 18 contains 55841 members 
Mstep: Class 19 contains 14940 members 
Mstep: Class 20 contains 77800 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59902 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 7757 members 
Mstep: Class 25 contains 74847 members 
Mstep: Class 26 contains 12828 members 
Mstep: Class 27 contains 67090 members 
Mstep: Class 28 contains 9628 members 
Mstep: Class 29 contains 24006 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 30352 members 
Mstep: Class 33 contains 79044 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756656.000000 Penalty: 78578.953125
Iteration 148Q: 36 clusters Score -1.277567e+08 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 70813 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 13278 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 63843 members 
Mstep: Class 11 contains 78050 members 
Mstep: Class 12 contains 58320 members 
Mstep: Class 13 contains 17535 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 45575 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 56197 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 77263 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59919 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 77020 members 
Mstep: Class 26 contains 12805 members 
Mstep: Class 27 contains 67310 members 
Mstep: Class 28 contains 9577 members 
Mstep: Class 29 contains 23625 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 30477 members 
Mstep: Class 33 contains 79137 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756528.000000 Penalty: 78578.953125
Iteration 149Q: 36 clusters Score -1.277565e+08 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 70765 members 
Mstep: Class 7 contains 7562 members 
Mstep: Class 8 contains 13254 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 62341 members 
Mstep: Class 11 contains 77849 members 
Mstep: Class 12 contains 58266 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 45913 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 56579 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 76703 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59917 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 7747 members 
Mstep: Class 25 contains 78792 members 
Mstep: Class 26 contains 12767 members 
Mstep: Class 27 contains 67559 members 
Mstep: Class 28 contains 9511 members 
Mstep: Class 29 contains 23243 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 30602 members 
Mstep: Class 33 contains 79255 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757408.000000 Penalty: 78578.953125
Iteration 150Q: 36 clusters Score -1.277574e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 70689 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 13229 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 61187 members 
Mstep: Class 11 contains 77854 members 
Mstep: Class 12 contains 58160 members 
Mstep: Class 13 contains 17511 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 46231 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 81209 members 
Mstep: Class 18 contains 57027 members 
Mstep: Class 19 contains 14935 members 
Mstep: Class 20 contains 76103 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59898 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 7741 members 
Mstep: Class 25 contains 80022 members 
Mstep: Class 26 contains 12752 members 
Mstep: Class 27 contains 68015 members 
Mstep: Class 28 contains 9442 members 
Mstep: Class 29 contains 22878 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 30732 members 
Mstep: Class 33 contains 79340 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757120.000000 Penalty: 78578.953125
Iteration 151Q: 36 clusters Score -1.277571e+08 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 70630 members 
Mstep: Class 7 contains 7541 members 
Mstep: Class 8 contains 13216 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 60434 members 
Mstep: Class 11 contains 77953 members 
Mstep: Class 12 contains 58082 members 
Mstep: Class 13 contains 17499 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 46497 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 80906 members 
Mstep: Class 18 contains 57514 members 
Mstep: Class 19 contains 14947 members 
Mstep: Class 20 contains 75558 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59863 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 80770 members 
Mstep: Class 26 contains 12706 members 
Mstep: Class 27 contains 68540 members 
Mstep: Class 28 contains 9360 members 
Mstep: Class 29 contains 22478 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 30855 members 
Mstep: Class 33 contains 79408 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757360.000000 Penalty: 78578.953125
Iteration 152Q: 36 clusters Score -1.277574e+08 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 70607 members 
Mstep: Class 7 contains 7526 members 
Mstep: Class 8 contains 13219 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 60040 members 
Mstep: Class 11 contains 77975 members 
Mstep: Class 12 contains 58013 members 
Mstep: Class 13 contains 17486 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 46804 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 80536 members 
Mstep: Class 18 contains 58028 members 
Mstep: Class 19 contains 14942 members 
Mstep: Class 20 contains 75007 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59855 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7725 members 
Mstep: Class 25 contains 81168 members 
Mstep: Class 26 contains 12682 members 
Mstep: Class 27 contains 69076 members 
Mstep: Class 28 contains 9282 members 
Mstep: Class 29 contains 22066 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 31008 members 
Mstep: Class 33 contains 79425 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4344 members 
Entering Unmasked Estep 
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Score: -127757232.000000 Penalty: 78578.953125
Iteration 153Q: 36 clusters Score -1.277572e+08 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 70608 members 
Mstep: Class 7 contains 7518 members 
Mstep: Class 8 contains 13214 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 59932 members 
Mstep: Class 11 contains 77970 members 
Mstep: Class 12 contains 57931 members 
Mstep: Class 13 contains 17467 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 47164 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 80222 members 
Mstep: Class 18 contains 58520 members 
Mstep: Class 19 contains 14933 members 
Mstep: Class 20 contains 74474 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59805 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7713 members 
Mstep: Class 25 contains 81346 members 
Mstep: Class 26 contains 12666 members 
Mstep: Class 27 contains 69419 members 
Mstep: Class 28 contains 9210 members 
Mstep: Class 29 contains 21645 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 31188 members 
Mstep: Class 33 contains 79514 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757184.000000 Penalty: 78578.953125
Iteration 154Q: 36 clusters Score -1.277572e+08 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 70590 members 
Mstep: Class 7 contains 7511 members 
Mstep: Class 8 contains 13211 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 60053 members 
Mstep: Class 11 contains 77854 members 
Mstep: Class 12 contains 57908 members 
Mstep: Class 13 contains 17452 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 47469 members 
Mstep: Class 16 contains 6400 members 
Mstep: Class 17 contains 79818 members 
Mstep: Class 18 contains 59035 members 
Mstep: Class 19 contains 14920 members 
Mstep: Class 20 contains 73955 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 59801 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7707 members 
Mstep: Class 25 contains 81405 members 
Mstep: Class 26 contains 12638 members 
Mstep: Class 27 contains 69772 members 
Mstep: Class 28 contains 9137 members 
Mstep: Class 29 contains 21264 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 31422 members 
Mstep: Class 33 contains 79541 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757312.000000 Penalty: 78578.953125
Iteration 155Q: 36 clusters Score -1.277573e+08 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 70543 members 
Mstep: Class 7 contains 7505 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 60488 members 
Mstep: Class 11 contains 77669 members 
Mstep: Class 12 contains 57867 members 
Mstep: Class 13 contains 17437 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 47732 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 79272 members 
Mstep: Class 18 contains 59640 members 
Mstep: Class 19 contains 14911 members 
Mstep: Class 20 contains 73474 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 59792 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7706 members 
Mstep: Class 25 contains 81244 members 
Mstep: Class 26 contains 12622 members 
Mstep: Class 27 contains 70143 members 
Mstep: Class 28 contains 9058 members 
Mstep: Class 29 contains 20888 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 31698 members 
Mstep: Class 33 contains 79578 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758464.000000 Penalty: 78578.953125
Iteration 156Q: 36 clusters Score -1.277585e+08 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 70502 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 13200 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 61254 members 
Mstep: Class 11 contains 77355 members 
Mstep: Class 12 contains 57827 members 
Mstep: Class 13 contains 17420 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 47928 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 78745 members 
Mstep: Class 18 contains 60314 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 72998 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59764 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7700 members 
Mstep: Class 25 contains 80845 members 
Mstep: Class 26 contains 12604 members 
Mstep: Class 27 contains 70522 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 20509 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 32021 members 
Mstep: Class 33 contains 79576 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759080.000000 Penalty: 78578.953125
Iteration 157Q: 36 clusters Score -1.277591e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 70443 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 13200 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 62317 members 
Mstep: Class 11 contains 76904 members 
Mstep: Class 12 contains 57760 members 
Mstep: Class 13 contains 17404 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 48131 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 78237 members 
Mstep: Class 18 contains 60978 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 72562 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59713 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7687 members 
Mstep: Class 25 contains 80291 members 
Mstep: Class 26 contains 12580 members 
Mstep: Class 27 contains 70826 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 20129 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 32361 members 
Mstep: Class 33 contains 79620 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759456.000000 Penalty: 78578.953125
Iteration 158Q: 36 clusters Score -1.277595e+08 nChanged 8710
Entering ConstructFrom: 
Score: -127759456.000000 Penalty: 78578.953125
Entering ConstructFrom: 
Trying to split cluster 1 (5235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Entering Unmasked Estep 
Score: -629831.000000 Penalty: 1391.507324
	Iteration 0F: 2 clusters Score -629831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -625713.062500 Penalty: 2783.014648
	Iteration 0F: 3 clusters Score -625713.1 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -626956.562500 Penalty: 2783.014648
	Iteration 1F: 3 clusters Score -626956.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -627193.062500 Penalty: 2783.014648
	Iteration 2F: 3 clusters Score -627193.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -627380.187500 Penalty: 2783.014648
	Iteration 3F: 3 clusters Score -627380.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -627554.937500 Penalty: 2783.014648
	Iteration 4F: 3 clusters Score -627554.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -627731.562500 Penalty: 2783.014648
	Iteration 5Q: 3 clusters Score -627731.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -627883.687500 Penalty: 2783.014648
	Iteration 6Q: 3 clusters Score -627883.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -627993.437500 Penalty: 2783.014648
	Iteration 7Q: 3 clusters Score -627993.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -628087.562500 Penalty: 2783.014648
	Iteration 8Q: 3 clusters Score -628087.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -628176.187500 Penalty: 2783.014648
	Iteration 9Q: 3 clusters Score -628176.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -628250.375000 Penalty: 2783.014648
	Iteration 10Q: 3 clusters Score -628250.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -628314.875000 Penalty: 2783.014648
	Iteration 11Q: 3 clusters Score -628314.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -628360.500000 Penalty: 2783.014648
	Iteration 12Q: 3 clusters Score -628360.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -628407.312500 Penalty: 2783.014648
	Iteration 13Q: 3 clusters Score -628407.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -628446.062500 Penalty: 2783.014648
	Iteration 14Q: 3 clusters Score -628446.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628486.000000 Penalty: 2783.014648
	Iteration 15Q: 3 clusters Score -628486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -628526.000000 Penalty: 2783.014648
	Iteration 16Q: 3 clusters Score -628526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -628553.312500 Penalty: 2783.014648
	Iteration 17Q: 3 clusters Score -628553.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -628583.250000 Penalty: 2783.014648
	Iteration 18Q: 3 clusters Score -628583.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -628607.500000 Penalty: 2783.014648
	Iteration 19Q: 3 clusters Score -628607.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -628634.437500 Penalty: 2783.014648
	Iteration 20F: 3 clusters Score -628634.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -628655.250000 Penalty: 2783.014648
	Iteration 21Q: 3 clusters Score -628655.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -628677.937500 Penalty: 2783.014648
	Iteration 22Q: 3 clusters Score -628677.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -628704.125000 Penalty: 2783.014648
	Iteration 23Q: 3 clusters Score -628704.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -628722.875000 Penalty: 2783.014648
	Iteration 24Q: 3 clusters Score -628722.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -628744.687500 Penalty: 2783.014648
	Iteration 25Q: 3 clusters Score -628744.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -628769.875000 Penalty: 2783.014648
	Iteration 26Q: 3 clusters Score -628769.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -628799.437500 Penalty: 2783.014648
	Iteration 27Q: 3 clusters Score -628799.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -628828.375000 Penalty: 2783.014648
	Iteration 28Q: 3 clusters Score -628828.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -628857.875000 Penalty: 2783.014648
	Iteration 29Q: 3 clusters Score -628857.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -628888.187500 Penalty: 2783.014648
	Iteration 30Q: 3 clusters Score -628888.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -628908.437500 Penalty: 2783.014648
	Iteration 31Q: 3 clusters Score -628908.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -628935.937500 Penalty: 2783.014648
	Iteration 32Q: 3 clusters Score -628935.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -628960.125000 Penalty: 2783.014648
	Iteration 33Q: 3 clusters Score -628960.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -628976.500000 Penalty: 2783.014648
	Iteration 34Q: 3 clusters Score -628976.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -628991.812500 Penalty: 2783.014648
	Iteration 35Q: 3 clusters Score -628991.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -629006.312500 Penalty: 2783.014648
	Iteration 36Q: 3 clusters Score -629006.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -629023.812500 Penalty: 2783.014648
	Iteration 37Q: 3 clusters Score -629023.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -629038.000000 Penalty: 2783.014648
	Iteration 38Q: 3 clusters Score -629038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -629055.562500 Penalty: 2783.014648
	Iteration 39Q: 3 clusters Score -629055.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -629072.875000 Penalty: 2783.014648
	Iteration 40F: 3 clusters Score -629072.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -629079.812500 Penalty: 2783.014648
	Iteration 41Q: 3 clusters Score -629079.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -629084.500000 Penalty: 2783.014648
	Iteration 42Q: 3 clusters Score -629084.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -629086.437500 Penalty: 2783.014648
	Iteration 43Q: 3 clusters Score -629086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -629087.750000 Penalty: 2783.014648
	Iteration 44Q: 3 clusters Score -629087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -629090.500000 Penalty: 2783.014648
	Iteration 45Q: 3 clusters Score -629090.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -629095.062500 Penalty: 2783.014648
	Iteration 46Q: 3 clusters Score -629095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -629099.250000 Penalty: 2783.014648
	Iteration 47Q: 3 clusters Score -629099.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -629104.437500 Penalty: 2783.014648
	Iteration 48Q: 3 clusters Score -629104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -629106.000000 Penalty: 2783.014648
	Iteration 49Q: 3 clusters Score -629106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -629106.875000 Penalty: 2783.014648
	Iteration 50Q: 3 clusters Score -629106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -629108.562500 Penalty: 2783.014648
	Iteration 51Q: 3 clusters Score -629108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -629108.375000 Penalty: 2783.014648
	Iteration 52Q: 3 clusters Score -629108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -629108.375000 Penalty: 2783.014648
	Iteration 53F: 3 clusters Score -629108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -17707.556641 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -17707.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17058.789062 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17058.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17265.574219 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17265.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17310.419922 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -17310.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17318.667969 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -17318.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17318.667969 Penalty: 1737.809937
	Iteration 4F: 3 clusters Score -17318.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -188699.046875 Penalty: 1205.844116
	Iteration 0F: 2 clusters Score -188699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186844.031250 Penalty: 2411.688232
	Iteration 0F: 3 clusters Score -186844 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187326.609375 Penalty: 2411.688232
	Iteration 1F: 3 clusters Score -187326.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187569.125000 Penalty: 2411.688232
	Iteration 2F: 3 clusters Score -187569.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -187756.734375 Penalty: 2411.688232
	Iteration 3F: 3 clusters Score -187756.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -187922.406250 Penalty: 2411.688232
	Iteration 4F: 3 clusters Score -187922.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -188028.968750 Penalty: 2411.688232
	Iteration 5Q: 3 clusters Score -188029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188124.343750 Penalty: 2411.688232
	Iteration 6Q: 3 clusters Score -188124.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -188176.703125 Penalty: 2411.688232
	Iteration 7Q: 3 clusters Score -188176.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -188221.937500 Penalty: 2411.688232
	Iteration 8Q: 3 clusters Score -188221.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188292.828125 Penalty: 2411.688232
	Iteration 9Q: 3 clusters Score -188292.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -188339.406250 Penalty: 2411.688232
	Iteration 10Q: 3 clusters Score -188339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -188371.640625 Penalty: 2411.688232
	Iteration 11Q: 3 clusters Score -188371.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -188406.109375 Penalty: 2411.688232
	Iteration 12Q: 3 clusters Score -188406.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188425.593750 Penalty: 2411.688232
	Iteration 13Q: 3 clusters Score -188425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188437.359375 Penalty: 2411.688232
	Iteration 14Q: 3 clusters Score -188437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188445.890625 Penalty: 2411.688232
	Iteration 15Q: 3 clusters Score -188445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -188455.578125 Penalty: 2411.688232
	Iteration 16Q: 3 clusters Score -188455.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -188467.609375 Penalty: 2411.688232
	Iteration 17Q: 3 clusters Score -188467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -188475.109375 Penalty: 2411.688232
	Iteration 18Q: 3 clusters Score -188475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188479.906250 Penalty: 2411.688232
	Iteration 19Q: 3 clusters Score -188479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188483.921875 Penalty: 2411.688232
	Iteration 20F: 3 clusters Score -188483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -188487.906250 Penalty: 2411.688232
	Iteration 21Q: 3 clusters Score -188487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188489.093750 Penalty: 2411.688232
	Iteration 22Q: 3 clusters Score -188489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188491.906250 Penalty: 2411.688232
	Iteration 23Q: 3 clusters Score -188491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -188494.234375 Penalty: 2411.688232
	Iteration 24Q: 3 clusters Score -188494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188495.593750 Penalty: 2411.688232
	Iteration 25Q: 3 clusters Score -188495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188496.062500 Penalty: 2411.688232
	Iteration 26Q: 3 clusters Score -188496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -188496.281250 Penalty: 2411.688232
	Iteration 27Q: 3 clusters Score -188496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -188496.281250 Penalty: 2411.688232
	Iteration 28F: 3 clusters Score -188496.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -34940.835938 Penalty: 951.449219
	Iteration 0F: 2 clusters Score -34940.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34194.722656 Penalty: 1902.898438
	Iteration 0F: 3 clusters Score -34194.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34667.570312 Penalty: 1902.898438
	Iteration 1F: 3 clusters Score -34667.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35105.718750 Penalty: 1902.898438
	Iteration 2F: 3 clusters Score -35105.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -35157.105469 Penalty: 1902.898438
	Iteration 3Q: 3 clusters Score -35157.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35168.914062 Penalty: 1902.898438
	Iteration 4Q: 3 clusters Score -35168.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35196.382812 Penalty: 1902.898438
	Iteration 5Q: 3 clusters Score -35196.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35248.324219 Penalty: 1902.898438
	Iteration 6Q: 3 clusters Score -35248.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35270.660156 Penalty: 1902.898438
	Iteration 7Q: 3 clusters Score -35270.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35273.921875 Penalty: 1902.898438
	Iteration 8Q: 3 clusters Score -35273.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35285.359375 Penalty: 1902.898438
	Iteration 9Q: 3 clusters Score -35285.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35285.359375 Penalty: 1902.898438
	Iteration 10F: 3 clusters Score -35285.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 263 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 70411 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 13199 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 63545 members 
Mstep: Class 11 contains 76308 members 
Mstep: Class 12 contains 57690 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 48280 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 14915 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59634 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 79699 members 
Mstep: Class 26 contains 12562 members 
Mstep: Class 27 contains 71125 members 
Mstep: Class 28 contains 8791 members 
Mstep: Class 29 contains 19770 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 32784 members 
Mstep: Class 33 contains 79586 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 86 members 
Entering Unmasked Estep 
Score: -127757912.000000 Penalty: 80824.070312
Splitting cluster 4 changes total score from -127759456.000000 to -127757912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -1032886.562500 Penalty: 1460.744141
	Iteration 0F: 2 clusters Score -1032887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1027001.562500 Penalty: 2921.488281
	Iteration 0F: 3 clusters Score -1027002 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1028758.500000 Penalty: 2921.488281
	Iteration 1F: 3 clusters Score -1028758 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1028989.500000 Penalty: 2921.488281
	Iteration 2F: 3 clusters Score -1028990 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1029179.187500 Penalty: 2921.488281
	Iteration 3F: 3 clusters Score -1029179 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1029356.312500 Penalty: 2921.488281
	Iteration 4Q: 3 clusters Score -1029356 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1029557.250000 Penalty: 2921.488281
	Iteration 5Q: 3 clusters Score -1029557 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1029788.562500 Penalty: 2921.488281
	Iteration 6Q: 3 clusters Score -1029789 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1030057.562500 Penalty: 2921.488281
	Iteration 7F: 3 clusters Score -1030058 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1030333.437500 Penalty: 2921.488281
	Iteration 8F: 3 clusters Score -1030333 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1030583.875000 Penalty: 2921.488281
	Iteration 9Q: 3 clusters Score -1030584 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1030776.125000 Penalty: 2921.488281
	Iteration 10Q: 3 clusters Score -1030776 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1030940.437500 Penalty: 2921.488281
	Iteration 11Q: 3 clusters Score -1030940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1031065.875000 Penalty: 2921.488281
	Iteration 12Q: 3 clusters Score -1031066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1031166.562500 Penalty: 2921.488281
	Iteration 13Q: 3 clusters Score -1031167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1031234.687500 Penalty: 2921.488281
	Iteration 14Q: 3 clusters Score -1031235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1031283.125000 Penalty: 2921.488281
	Iteration 15Q: 3 clusters Score -1031283 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1031330.375000 Penalty: 2921.488281
	Iteration 16Q: 3 clusters Score -1031330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1031381.125000 Penalty: 2921.488281
	Iteration 17Q: 3 clusters Score -1031381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1031428.250000 Penalty: 2921.488281
	Iteration 18Q: 3 clusters Score -1031428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1031477.562500 Penalty: 2921.488281
	Iteration 19Q: 3 clusters Score -1031478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1031505.500000 Penalty: 2921.488281
	Iteration 20F: 3 clusters Score -1031506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1031534.312500 Penalty: 2921.488281
	Iteration 21Q: 3 clusters Score -1031534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1031558.062500 Penalty: 2921.488281
	Iteration 22Q: 3 clusters Score -1031558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1031581.312500 Penalty: 2921.488281
	Iteration 23Q: 3 clusters Score -1031581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1031590.062500 Penalty: 2921.488281
	Iteration 24Q: 3 clusters Score -1031590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1031592.000000 Penalty: 2921.488281
	Iteration 25Q: 3 clusters Score -1031592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1031601.187500 Penalty: 2921.488281
	Iteration 26Q: 3 clusters Score -1031601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1031606.062500 Penalty: 2921.488281
	Iteration 27Q: 3 clusters Score -1031606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1031611.812500 Penalty: 2921.488281
	Iteration 28Q: 3 clusters Score -1031612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1031617.000000 Penalty: 2921.488281
	Iteration 29Q: 3 clusters Score -1031617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1031621.812500 Penalty: 2921.488281
	Iteration 30Q: 3 clusters Score -1031622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1031628.187500 Penalty: 2921.488281
	Iteration 31Q: 3 clusters Score -1031628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1031633.937500 Penalty: 2921.488281
	Iteration 32Q: 3 clusters Score -1031634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1031637.750000 Penalty: 2921.488281
	Iteration 33Q: 3 clusters Score -1031638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1031644.625000 Penalty: 2921.488281
	Iteration 34Q: 3 clusters Score -1031645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1031651.375000 Penalty: 2921.488281
	Iteration 35Q: 3 clusters Score -1031651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1031656.562500 Penalty: 2921.488281
	Iteration 36Q: 3 clusters Score -1031657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1031661.875000 Penalty: 2921.488281
	Iteration 37Q: 3 clusters Score -1031662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1031663.062500 Penalty: 2921.488281
	Iteration 38Q: 3 clusters Score -1031663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1031663.812500 Penalty: 2921.488281
	Iteration 39Q: 3 clusters Score -1031664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1031663.812500 Penalty: 2921.488281
	Iteration 40F: 3 clusters Score -1031664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Entering Unmasked Estep 
Score: -8977243.000000 Penalty: 1813.842041
	Iteration 0F: 2 clusters Score -8977243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -8930370.000000 Penalty: 3627.684082
	Iteration 0F: 3 clusters Score -8930370 nChanged 33441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8949602.000000 Penalty: 3627.684082
	Iteration 1F: 3 clusters Score -8949602 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -8950347.000000 Penalty: 3627.684082
	Iteration 2Q: 3 clusters Score -8950347 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -8951356.000000 Penalty: 3627.684082
	Iteration 3Q: 3 clusters Score -8951356 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -8952695.000000 Penalty: 3627.684082
	Iteration 4Q: 3 clusters Score -8952695 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -8954584.000000 Penalty: 3627.684082
	Iteration 5F: 3 clusters Score -8954584 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -8957068.000000 Penalty: 3627.684082
	Iteration 6F: 3 clusters Score -8957068 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -8960194.000000 Penalty: 3627.684082
	Iteration 7F: 3 clusters Score -8960194 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -8963729.000000 Penalty: 3627.684082
	Iteration 8F: 3 clusters Score -8963729 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -8966710.000000 Penalty: 3627.684082
	Iteration 9F: 3 clusters Score -8966710 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -8968982.000000 Penalty: 3627.684082
	Iteration 10Q: 3 clusters Score -8968982 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -8970666.000000 Penalty: 3627.684082
	Iteration 11Q: 3 clusters Score -8970666 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8971977.000000 Penalty: 3627.684082
	Iteration 12Q: 3 clusters Score -8971977 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -8973080.000000 Penalty: 3627.684082
	Iteration 13Q: 3 clusters Score -8973080 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8973913.000000 Penalty: 3627.684082
	Iteration 14Q: 3 clusters Score -8973913 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8974486.000000 Penalty: 3627.684082
	Iteration 15Q: 3 clusters Score -8974486 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8975024.000000 Penalty: 3627.684082
	Iteration 16Q: 3 clusters Score -8975024 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8975410.000000 Penalty: 3627.684082
	Iteration 17Q: 3 clusters Score -8975410 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8975685.000000 Penalty: 3627.684082
	Iteration 18Q: 3 clusters Score -8975685 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8975842.000000 Penalty: 3627.684082
	Iteration 19Q: 3 clusters Score -8975842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8975933.000000 Penalty: 3627.684082
	Iteration 20F: 3 clusters Score -8975933 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8975995.000000 Penalty: 3627.684082
	Iteration 21Q: 3 clusters Score -8975995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8976041.000000 Penalty: 3627.684082
	Iteration 22Q: 3 clusters Score -8976041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8976085.000000 Penalty: 3627.684082
	Iteration 23Q: 3 clusters Score -8976085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8976104.000000 Penalty: 3627.684082
	Iteration 24Q: 3 clusters Score -8976104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8976125.000000 Penalty: 3627.684082
	Iteration 25Q: 3 clusters Score -8976125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8976156.000000 Penalty: 3627.684082
	Iteration 26Q: 3 clusters Score -8976156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8976173.000000 Penalty: 3627.684082
	Iteration 27Q: 3 clusters Score -8976173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8976177.000000 Penalty: 3627.684082
	Iteration 28Q: 3 clusters Score -8976177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8976186.000000 Penalty: 3627.684082
	Iteration 29Q: 3 clusters Score -8976186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8976176.000000 Penalty: 3627.684082
	Iteration 30Q: 3 clusters Score -8976176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8976180.000000 Penalty: 3627.684082
	Iteration 31Q: 3 clusters Score -8976180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8976191.000000 Penalty: 3627.684082
	Iteration 32Q: 3 clusters Score -8976191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8976197.000000 Penalty: 3627.684082
	Iteration 33Q: 3 clusters Score -8976197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8976199.000000 Penalty: 3627.684082
	Iteration 34Q: 3 clusters Score -8976199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8976205.000000 Penalty: 3627.684082
	Iteration 35Q: 3 clusters Score -8976205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8976208.000000 Penalty: 3627.684082
	Iteration 36Q: 3 clusters Score -8976208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8976209.000000 Penalty: 3627.684082
	Iteration 37Q: 3 clusters Score -8976209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8976208.000000 Penalty: 3627.684082
	Iteration 38Q: 3 clusters Score -8976208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8976212.000000 Penalty: 3627.684082
	Iteration 39Q: 3 clusters Score -8976212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8976212.000000 Penalty: 3627.684082
	Iteration 40F: 3 clusters Score -8976212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8976213.000000 Penalty: 3627.684082
	Iteration 41Q: 3 clusters Score -8976213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8976216.000000 Penalty: 3627.684082
	Iteration 42Q: 3 clusters Score -8976216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8976226.000000 Penalty: 3627.684082
	Iteration 43Q: 3 clusters Score -8976226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8976219.000000 Penalty: 3627.684082
	Iteration 44Q: 3 clusters Score -8976219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8976219.000000 Penalty: 3627.684082
	Iteration 45F: 3 clusters Score -8976219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Entering Unmasked Estep 
Score: -948660.375000 Penalty: 1449.823608
	Iteration 0F: 2 clusters Score -948660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -943127.750000 Penalty: 2899.647217
	Iteration 0F: 3 clusters Score -943127.8 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -944925.500000 Penalty: 2899.647217
	Iteration 1F: 3 clusters Score -944925.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -945230.875000 Penalty: 2899.647217
	Iteration 2F: 3 clusters Score -945230.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -945468.875000 Penalty: 2899.647217
	Iteration 3F: 3 clusters Score -945468.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -945673.187500 Penalty: 2899.647217
	Iteration 4F: 3 clusters Score -945673.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -945861.812500 Penalty: 2899.647217
	Iteration 5Q: 3 clusters Score -945861.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -946004.812500 Penalty: 2899.647217
	Iteration 6Q: 3 clusters Score -946004.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -946111.250000 Penalty: 2899.647217
	Iteration 7Q: 3 clusters Score -946111.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -946211.375000 Penalty: 2899.647217
	Iteration 8Q: 3 clusters Score -946211.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -946275.937500 Penalty: 2899.647217
	Iteration 9Q: 3 clusters Score -946275.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -946334.062500 Penalty: 2899.647217
	Iteration 10Q: 3 clusters Score -946334.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -946386.250000 Penalty: 2899.647217
	Iteration 11Q: 3 clusters Score -946386.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -946436.625000 Penalty: 2899.647217
	Iteration 12Q: 3 clusters Score -946436.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -946474.250000 Penalty: 2899.647217
	Iteration 13Q: 3 clusters Score -946474.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -946524.937500 Penalty: 2899.647217
	Iteration 14Q: 3 clusters Score -946524.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -946587.437500 Penalty: 2899.647217
	Iteration 15Q: 3 clusters Score -946587.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -946646.562500 Penalty: 2899.647217
	Iteration 16Q: 3 clusters Score -946646.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -946711.375000 Penalty: 2899.647217
	Iteration 17Q: 3 clusters Score -946711.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -946764.687500 Penalty: 2899.647217
	Iteration 18Q: 3 clusters Score -946764.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -946818.625000 Penalty: 2899.647217
	Iteration 19Q: 3 clusters Score -946818.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -946890.875000 Penalty: 2899.647217
	Iteration 20F: 3 clusters Score -946890.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -946960.125000 Penalty: 2899.647217
	Iteration 21Q: 3 clusters Score -946960.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -947025.187500 Penalty: 2899.647217
	Iteration 22Q: 3 clusters Score -947025.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -947077.875000 Penalty: 2899.647217
	Iteration 23Q: 3 clusters Score -947077.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -947142.250000 Penalty: 2899.647217
	Iteration 24Q: 3 clusters Score -947142.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -947206.125000 Penalty: 2899.647217
	Iteration 25Q: 3 clusters Score -947206.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -947261.437500 Penalty: 2899.647217
	Iteration 26Q: 3 clusters Score -947261.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -947312.250000 Penalty: 2899.647217
	Iteration 27Q: 3 clusters Score -947312.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -947354.750000 Penalty: 2899.647217
	Iteration 28Q: 3 clusters Score -947354.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -947394.250000 Penalty: 2899.647217
	Iteration 29Q: 3 clusters Score -947394.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -947433.562500 Penalty: 2899.647217
	Iteration 30Q: 3 clusters Score -947433.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -947458.187500 Penalty: 2899.647217
	Iteration 31Q: 3 clusters Score -947458.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -947480.312500 Penalty: 2899.647217
	Iteration 32Q: 3 clusters Score -947480.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -947502.937500 Penalty: 2899.647217
	Iteration 33Q: 3 clusters Score -947502.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -947527.750000 Penalty: 2899.647217
	Iteration 34Q: 3 clusters Score -947527.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -947556.375000 Penalty: 2899.647217
	Iteration 35Q: 3 clusters Score -947556.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -947583.187500 Penalty: 2899.647217
	Iteration 36Q: 3 clusters Score -947583.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -947607.187500 Penalty: 2899.647217
	Iteration 37Q: 3 clusters Score -947607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -947622.750000 Penalty: 2899.647217
	Iteration 38Q: 3 clusters Score -947622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -947640.062500 Penalty: 2899.647217
	Iteration 39Q: 3 clusters Score -947640.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -947654.812500 Penalty: 2899.647217
	Iteration 40F: 3 clusters Score -947654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -947676.500000 Penalty: 2899.647217
	Iteration 41Q: 3 clusters Score -947676.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -947700.437500 Penalty: 2899.647217
	Iteration 42Q: 3 clusters Score -947700.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -947714.250000 Penalty: 2899.647217
	Iteration 43Q: 3 clusters Score -947714.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -947723.875000 Penalty: 2899.647217
	Iteration 44Q: 3 clusters Score -947723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -947730.187500 Penalty: 2899.647217
	Iteration 45Q: 3 clusters Score -947730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -947737.625000 Penalty: 2899.647217
	Iteration 46Q: 3 clusters Score -947737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -947744.812500 Penalty: 2899.647217
	Iteration 47Q: 3 clusters Score -947744.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -947752.500000 Penalty: 2899.647217
	Iteration 48Q: 3 clusters Score -947752.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -947760.687500 Penalty: 2899.647217
	Iteration 49Q: 3 clusters Score -947760.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -947768.687500 Penalty: 2899.647217
	Iteration 50Q: 3 clusters Score -947768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -947770.250000 Penalty: 2899.647217
	Iteration 51Q: 3 clusters Score -947770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -947771.750000 Penalty: 2899.647217
	Iteration 52Q: 3 clusters Score -947771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -947773.000000 Penalty: 2899.647217
	Iteration 53Q: 3 clusters Score -947773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -947774.500000 Penalty: 2899.647217
	Iteration 54Q: 3 clusters Score -947774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -947776.375000 Penalty: 2899.647217
	Iteration 55Q: 3 clusters Score -947776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -947776.250000 Penalty: 2899.647217
	Iteration 56Q: 3 clusters Score -947776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -947776.250000 Penalty: 2899.647217
	Iteration 57F: 3 clusters Score -947776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Entering Unmasked Estep 
Score: -1562481.250000 Penalty: 1541.783081
	Iteration 0F: 2 clusters Score -1562481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1553203.000000 Penalty: 3083.566162
	Iteration 0F: 3 clusters Score -1553203 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1556697.250000 Penalty: 3083.566162
	Iteration 1F: 3 clusters Score -1556697 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1557324.000000 Penalty: 3083.566162
	Iteration 2F: 3 clusters Score -1557324 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1558065.125000 Penalty: 3083.566162
	Iteration 3F: 3 clusters Score -1558065 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1558859.500000 Penalty: 3083.566162
	Iteration 4F: 3 clusters Score -1558860 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1559468.375000 Penalty: 3083.566162
	Iteration 5F: 3 clusters Score -1559468 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1559865.750000 Penalty: 3083.566162
	Iteration 6F: 3 clusters Score -1559866 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1560117.250000 Penalty: 3083.566162
	Iteration 7Q: 3 clusters Score -1560117 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1560260.750000 Penalty: 3083.566162
	Iteration 8Q: 3 clusters Score -1560261 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1560352.750000 Penalty: 3083.566162
	Iteration 9Q: 3 clusters Score -1560353 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1560428.750000 Penalty: 3083.566162
	Iteration 10Q: 3 clusters Score -1560429 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1560487.500000 Penalty: 3083.566162
	Iteration 11Q: 3 clusters Score -1560488 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1560536.875000 Penalty: 3083.566162
	Iteration 12Q: 3 clusters Score -1560537 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1560584.375000 Penalty: 3083.566162
	Iteration 13Q: 3 clusters Score -1560584 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1560624.000000 Penalty: 3083.566162
	Iteration 14Q: 3 clusters Score -1560624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1560660.250000 Penalty: 3083.566162
	Iteration 15Q: 3 clusters Score -1560660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1560687.625000 Penalty: 3083.566162
	Iteration 16Q: 3 clusters Score -1560688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1560722.875000 Penalty: 3083.566162
	Iteration 17Q: 3 clusters Score -1560723 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1560763.625000 Penalty: 3083.566162
	Iteration 18Q: 3 clusters Score -1560764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1560798.375000 Penalty: 3083.566162
	Iteration 19Q: 3 clusters Score -1560798 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1560834.500000 Penalty: 3083.566162
	Iteration 20F: 3 clusters Score -1560834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1560886.625000 Penalty: 3083.566162
	Iteration 21Q: 3 clusters Score -1560887 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1560936.125000 Penalty: 3083.566162
	Iteration 22Q: 3 clusters Score -1560936 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1560983.500000 Penalty: 3083.566162
	Iteration 23Q: 3 clusters Score -1560984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1561014.250000 Penalty: 3083.566162
	Iteration 24Q: 3 clusters Score -1561014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1561049.500000 Penalty: 3083.566162
	Iteration 25Q: 3 clusters Score -1561050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1561089.375000 Penalty: 3083.566162
	Iteration 26Q: 3 clusters Score -1561089 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1561135.625000 Penalty: 3083.566162
	Iteration 27Q: 3 clusters Score -1561136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1561197.250000 Penalty: 3083.566162
	Iteration 28Q: 3 clusters Score -1561197 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1561256.750000 Penalty: 3083.566162
	Iteration 29Q: 3 clusters Score -1561257 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1561316.750000 Penalty: 3083.566162
	Iteration 30Q: 3 clusters Score -1561317 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1561369.375000 Penalty: 3083.566162
	Iteration 31Q: 3 clusters Score -1561369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1561435.125000 Penalty: 3083.566162
	Iteration 32Q: 3 clusters Score -1561435 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1561486.875000 Penalty: 3083.566162
	Iteration 33Q: 3 clusters Score -1561487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1561533.000000 Penalty: 3083.566162
	Iteration 34Q: 3 clusters Score -1561533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1561571.875000 Penalty: 3083.566162
	Iteration 35Q: 3 clusters Score -1561572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1561602.750000 Penalty: 3083.566162
	Iteration 36Q: 3 clusters Score -1561603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1561635.000000 Penalty: 3083.566162
	Iteration 37Q: 3 clusters Score -1561635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1561668.375000 Penalty: 3083.566162
	Iteration 38Q: 3 clusters Score -1561668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1561693.625000 Penalty: 3083.566162
	Iteration 39Q: 3 clusters Score -1561694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1561716.250000 Penalty: 3083.566162
	Iteration 40F: 3 clusters Score -1561716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1561735.000000 Penalty: 3083.566162
	Iteration 41Q: 3 clusters Score -1561735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1561759.750000 Penalty: 3083.566162
	Iteration 42Q: 3 clusters Score -1561760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1561775.000000 Penalty: 3083.566162
	Iteration 43Q: 3 clusters Score -1561775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1561788.375000 Penalty: 3083.566162
	Iteration 44Q: 3 clusters Score -1561788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1561803.750000 Penalty: 3083.566162
	Iteration 45Q: 3 clusters Score -1561804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1561815.875000 Penalty: 3083.566162
	Iteration 46Q: 3 clusters Score -1561816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1561823.750000 Penalty: 3083.566162
	Iteration 47Q: 3 clusters Score -1561824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1561832.500000 Penalty: 3083.566162
	Iteration 48Q: 3 clusters Score -1561832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1561835.625000 Penalty: 3083.566162
	Iteration 49Q: 3 clusters Score -1561836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1561843.250000 Penalty: 3083.566162
	Iteration 50Q: 3 clusters Score -1561843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1561846.625000 Penalty: 3083.566162
	Iteration 51Q: 3 clusters Score -1561847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1561855.875000 Penalty: 3083.566162
	Iteration 52Q: 3 clusters Score -1561856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1561858.625000 Penalty: 3083.566162
	Iteration 53Q: 3 clusters Score -1561859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1561860.500000 Penalty: 3083.566162
	Iteration 54Q: 3 clusters Score -1561860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1561864.375000 Penalty: 3083.566162
	Iteration 55Q: 3 clusters Score -1561864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1561864.125000 Penalty: 3083.566162
	Iteration 56Q: 3 clusters Score -1561864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1561866.875000 Penalty: 3083.566162
	Iteration 57Q: 3 clusters Score -1561867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1561867.125000 Penalty: 3083.566162
	Iteration 58Q: 3 clusters Score -1561867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1561866.500000 Penalty: 3083.566162
	Iteration 59Q: 3 clusters Score -1561866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1561869.250000 Penalty: 3083.566162
	Iteration 60F: 3 clusters Score -1561869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1561870.375000 Penalty: 3083.566162
	Iteration 61Q: 3 clusters Score -1561870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1561872.875000 Penalty: 3083.566162
	Iteration 62Q: 3 clusters Score -1561873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1561872.375000 Penalty: 3083.566162
	Iteration 63Q: 3 clusters Score -1561872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1561877.125000 Penalty: 3083.566162
	Iteration 64Q: 3 clusters Score -1561877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1561880.250000 Penalty: 3083.566162
	Iteration 65Q: 3 clusters Score -1561880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1561881.000000 Penalty: 3083.566162
	Iteration 66Q: 3 clusters Score -1561881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1561880.750000 Penalty: 3083.566162
	Iteration 67Q: 3 clusters Score -1561881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1561882.875000 Penalty: 3083.566162
	Iteration 68Q: 3 clusters Score -1561883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1561884.000000 Penalty: 3083.566162
	Iteration 69Q: 3 clusters Score -1561884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1561884.000000 Penalty: 3083.566162
	Iteration 70Q: 3 clusters Score -1561884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1561883.625000 Penalty: 3083.566162
	Iteration 71Q: 3 clusters Score -1561884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1561886.750000 Penalty: 3083.566162
	Iteration 72Q: 3 clusters Score -1561887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1561885.625000 Penalty: 3083.566162
	Iteration 73Q: 3 clusters Score -1561886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1561886.250000 Penalty: 3083.566162
	Iteration 74Q: 3 clusters Score -1561886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1561886.250000 Penalty: 3083.566162
	Iteration 75F: 3 clusters Score -1561886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -678511.875000 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -678511.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -674324.750000 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -674324.8 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -675458.250000 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -675458.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -675680.125000 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -675680.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -675837.750000 Penalty: 2791.773193
	Iteration 3F: 3 clusters Score -675837.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -675967.375000 Penalty: 2791.773193
	Iteration 4Q: 3 clusters Score -675967.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -676083.937500 Penalty: 2791.773193
	Iteration 5Q: 3 clusters Score -676083.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -676177.250000 Penalty: 2791.773193
	Iteration 6Q: 3 clusters Score -676177.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -676260.062500 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -676260.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -676337.750000 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -676337.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -676403.312500 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -676403.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -676473.250000 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -676473.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -676535.500000 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -676535.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -676621.875000 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -676621.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -676692.500000 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -676692.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -676749.437500 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -676749.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -676791.937500 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -676791.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -676825.875000 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -676825.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -676855.625000 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -676855.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -676879.875000 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -676879.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -676902.312500 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -676902.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -676930.375000 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -676930.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -676951.875000 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -676951.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -676973.812500 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -676973.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -676993.562500 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -676993.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -677010.500000 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -677010.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -677026.500000 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -677026.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -677049.625000 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -677049.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -677071.750000 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -677071.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -677089.375000 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -677089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -677110.812500 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -677110.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -677135.687500 Penalty: 2791.773193
	Iteration 30Q: 3 clusters Score -677135.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -677155.062500 Penalty: 2791.773193
	Iteration 31Q: 3 clusters Score -677155.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -677177.062500 Penalty: 2791.773193
	Iteration 32Q: 3 clusters Score -677177.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -677199.125000 Penalty: 2791.773193
	Iteration 33Q: 3 clusters Score -677199.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -677219.375000 Penalty: 2791.773193
	Iteration 34Q: 3 clusters Score -677219.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -677239.937500 Penalty: 2791.773193
	Iteration 35Q: 3 clusters Score -677239.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -677267.062500 Penalty: 2791.773193
	Iteration 36Q: 3 clusters Score -677267.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -677296.750000 Penalty: 2791.773193
	Iteration 37Q: 3 clusters Score -677296.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -677332.937500 Penalty: 2791.773193
	Iteration 38Q: 3 clusters Score -677332.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -677368.750000 Penalty: 2791.773193
	Iteration 39Q: 3 clusters Score -677368.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -677416.937500 Penalty: 2791.773193
	Iteration 40F: 3 clusters Score -677416.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -677465.312500 Penalty: 2791.773193
	Iteration 41Q: 3 clusters Score -677465.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -677526.750000 Penalty: 2791.773193
	Iteration 42Q: 3 clusters Score -677526.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -677591.187500 Penalty: 2791.773193
	Iteration 43Q: 3 clusters Score -677591.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -677654.812500 Penalty: 2791.773193
	Iteration 44Q: 3 clusters Score -677654.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -677717.000000 Penalty: 2791.773193
	Iteration 45Q: 3 clusters Score -677717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -677782.500000 Penalty: 2791.773193
	Iteration 46Q: 3 clusters Score -677782.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -677844.437500 Penalty: 2791.773193
	Iteration 47Q: 3 clusters Score -677844.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -677925.937500 Penalty: 2791.773193
	Iteration 48Q: 3 clusters Score -677925.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -677988.937500 Penalty: 2791.773193
	Iteration 49Q: 3 clusters Score -677988.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -678060.687500 Penalty: 2791.773193
	Iteration 50Q: 3 clusters Score -678060.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -678148.812500 Penalty: 2791.773193
	Iteration 51Q: 3 clusters Score -678148.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -678217.125000 Penalty: 2791.773193
	Iteration 52Q: 3 clusters Score -678217.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -678228.562500 Penalty: 2791.773193
	Iteration 53Q: 3 clusters Score -678228.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -678234.437500 Penalty: 2791.773193
	Iteration 54Q: 3 clusters Score -678234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -678235.500000 Penalty: 2791.773193
	Iteration 55Q: 3 clusters Score -678235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -678238.812500 Penalty: 2791.773193
	Iteration 56Q: 3 clusters Score -678238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -678240.562500 Penalty: 2791.773193
	Iteration 57Q: 3 clusters Score -678240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -678241.187500 Penalty: 2791.773193
	Iteration 58Q: 3 clusters Score -678241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -678243.187500 Penalty: 2791.773193
	Iteration 59Q: 3 clusters Score -678243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -678244.187500 Penalty: 2791.773193
	Iteration 60F: 3 clusters Score -678244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -678245.437500 Penalty: 2791.773193
	Iteration 61Q: 3 clusters Score -678245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -678245.937500 Penalty: 2791.773193
	Iteration 62Q: 3 clusters Score -678245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -678247.000000 Penalty: 2791.773193
	Iteration 63Q: 3 clusters Score -678247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -678246.250000 Penalty: 2791.773193
	Iteration 64Q: 3 clusters Score -678246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -678245.750000 Penalty: 2791.773193
	Iteration 65Q: 3 clusters Score -678245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -678246.937500 Penalty: 2791.773193
	Iteration 66Q: 3 clusters Score -678246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -678248.812500 Penalty: 2791.773193
	Iteration 67Q: 3 clusters Score -678248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -678249.875000 Penalty: 2791.773193
	Iteration 68Q: 3 clusters Score -678249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -678251.875000 Penalty: 2791.773193
	Iteration 69Q: 3 clusters Score -678251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -678253.437500 Penalty: 2791.773193
	Iteration 70Q: 3 clusters Score -678253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -678253.812500 Penalty: 2791.773193
	Iteration 71Q: 3 clusters Score -678253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -678254.000000 Penalty: 2791.773193
	Iteration 72Q: 3 clusters Score -678254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -678253.375000 Penalty: 2791.773193
	Iteration 73Q: 3 clusters Score -678253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -678254.250000 Penalty: 2791.773193
	Iteration 74Q: 3 clusters Score -678254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -678256.000000 Penalty: 2791.773193
	Iteration 75Q: 3 clusters Score -678256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -678255.687500 Penalty: 2791.773193
	Iteration 76Q: 3 clusters Score -678255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -678255.687500 Penalty: 2791.773193
	Iteration 77F: 3 clusters Score -678255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Entering Unmasked Estep 
Score: -8317924.000000 Penalty: 1797.169312
	Iteration 0F: 2 clusters Score -8317924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -8275614.000000 Penalty: 3594.338623
	Iteration 0F: 3 clusters Score -8275614 nChanged 30126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -8292605.000000 Penalty: 3594.338623
	Iteration 1F: 3 clusters Score -8292605 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8293187.000000 Penalty: 3594.338623
	Iteration 2Q: 3 clusters Score -8293187 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -8293968.000000 Penalty: 3594.338623
	Iteration 3Q: 3 clusters Score -8293968 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8295397.000000 Penalty: 3594.338623
	Iteration 4Q: 3 clusters Score -8295397 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -8297819.000000 Penalty: 3594.338623
	Iteration 5F: 3 clusters Score -8297819 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -8301426.500000 Penalty: 3594.338623
	Iteration 6F: 3 clusters Score -8301426 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -8305979.000000 Penalty: 3594.338623
	Iteration 7F: 3 clusters Score -8305979 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8310354.500000 Penalty: 3594.338623
	Iteration 8F: 3 clusters Score -8310354 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8313185.500000 Penalty: 3594.338623
	Iteration 9F: 3 clusters Score -8313186 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8314503.500000 Penalty: 3594.338623
	Iteration 10Q: 3 clusters Score -8314504 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -8315228.500000 Penalty: 3594.338623
	Iteration 11Q: 3 clusters Score -8315228 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8315759.000000 Penalty: 3594.338623
	Iteration 12Q: 3 clusters Score -8315759 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8316088.000000 Penalty: 3594.338623
	Iteration 13Q: 3 clusters Score -8316088 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8316267.500000 Penalty: 3594.338623
	Iteration 14Q: 3 clusters Score -8316268 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8316400.500000 Penalty: 3594.338623
	Iteration 15Q: 3 clusters Score -8316400 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8316537.000000 Penalty: 3594.338623
	Iteration 16Q: 3 clusters Score -8316537 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -8316590.500000 Penalty: 3594.338623
	Iteration 17Q: 3 clusters Score -8316590 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -8316680.500000 Penalty: 3594.338623
	Iteration 18Q: 3 clusters Score -8316680 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -8316713.000000 Penalty: 3594.338623
	Iteration 19Q: 3 clusters Score -8316713 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -8316739.500000 Penalty: 3594.338623
	Iteration 20F: 3 clusters Score -8316740 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8316769.500000 Penalty: 3594.338623
	Iteration 21Q: 3 clusters Score -8316770 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -8316798.000000 Penalty: 3594.338623
	Iteration 22Q: 3 clusters Score -8316798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -8316822.500000 Penalty: 3594.338623
	Iteration 23Q: 3 clusters Score -8316822 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -8316848.500000 Penalty: 3594.338623
	Iteration 24Q: 3 clusters Score -8316848 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -8316874.500000 Penalty: 3594.338623
	Iteration 25Q: 3 clusters Score -8316874 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -8316928.000000 Penalty: 3594.338623
	Iteration 26Q: 3 clusters Score -8316928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -8316950.000000 Penalty: 3594.338623
	Iteration 27Q: 3 clusters Score -8316950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -8316939.500000 Penalty: 3594.338623
	Iteration 28Q: 3 clusters Score -8316940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -8316945.500000 Penalty: 3594.338623
	Iteration 29Q: 3 clusters Score -8316946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -8316955.500000 Penalty: 3594.338623
	Iteration 30Q: 3 clusters Score -8316956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -8316961.500000 Penalty: 3594.338623
	Iteration 31Q: 3 clusters Score -8316962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8316973 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -8316981.500000 Penalty: 3594.338623
	Iteration 33Q: 3 clusters Score -8316982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -8316995.000000 Penalty: 3594.338623
	Iteration 34Q: 3 clusters Score -8316995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -8317010.500000 Penalty: 3594.338623
	Iteration 35Q: 3 clusters Score -8317010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -8317021.000000 Penalty: 3594.338623
	Iteration 36Q: 3 clusters Score -8317021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -8317041.000000 Penalty: 3594.338623
	Iteration 37Q: 3 clusters Score -8317041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -8317051.000000 Penalty: 3594.338623
	Iteration 38Q: 3 clusters Score -8317051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -8317035.000000 Penalty: 3594.338623
	Iteration 39Q: 3 clusters Score -8317035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -8317042.500000 Penalty: 3594.338623
	Iteration 40F: 3 clusters Score -8317042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -8317061.500000 Penalty: 3594.338623
	Iteration 41Q: 3 clusters Score -8317062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -8317063.000000 Penalty: 3594.338623
	Iteration 42Q: 3 clusters Score -8317063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -8317066.000000 Penalty: 3594.338623
	Iteration 43Q: 3 clusters Score -8317066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -8317063.500000 Penalty: 3594.338623
	Iteration 44Q: 3 clusters Score -8317064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -8317070.500000 Penalty: 3594.338623
	Iteration 45Q: 3 clusters Score -8317070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -8317088.500000 Penalty: 3594.338623
	Iteration 46Q: 3 clusters Score -8317088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -8317094.500000 Penalty: 3594.338623
	Iteration 47Q: 3 clusters Score -8317094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -8317103.500000 Penalty: 3594.338623
	Iteration 48Q: 3 clusters Score -8317104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -8317117.500000 Penalty: 3594.338623
	Iteration 49Q: 3 clusters Score -8317118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -8317127.000000 Penalty: 3594.338623
	Iteration 50Q: 3 clusters Score -8317127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -8317123.000000 Penalty: 3594.338623
	Iteration 51Q: 3 clusters Score -8317123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -8317129.000000 Penalty: 3594.338623
	Iteration 52Q: 3 clusters Score -8317129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -8317128.000000 Penalty: 3594.338623
	Iteration 53Q: 3 clusters Score -8317128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -8317129.000000 Penalty: 3594.338623
	Iteration 54Q: 3 clusters Score -8317129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -8317135.500000 Penalty: 3594.338623
	Iteration 55Q: 3 clusters Score -8317136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -8317143.000000 Penalty: 3594.338623
	Iteration 56Q: 3 clusters Score -8317143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -8317150.500000 Penalty: 3594.338623
	Iteration 57Q: 3 clusters Score -8317150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -8317153.500000 Penalty: 3594.338623
	Iteration 58Q: 3 clusters Score -8317154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -8317169.000000 Penalty: 3594.338623
	Iteration 59Q: 3 clusters Score -8317169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -8317178.000000 Penalty: 3594.338623
	Iteration 60F: 3 clusters Score -8317178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -8317183.500000 Penalty: 3594.338623
	Iteration 61Q: 3 clusters Score -8317184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -8317177.000000 Penalty: 3594.338623
	Iteration 62Q: 3 clusters Score -8317177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -8317194.000000 Penalty: 3594.338623
	Iteration 63Q: 3 clusters Score -8317194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -8317206.000000 Penalty: 3594.338623
	Iteration 64Q: 3 clusters Score -8317206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -8317210.500000 Penalty: 3594.338623
	Iteration 65Q: 3 clusters Score -8317210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -8317228.000000 Penalty: 3594.338623
	Iteration 66Q: 3 clusters Score -8317228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -8317245.000000 Penalty: 3594.338623
	Iteration 67Q: 3 clusters Score -8317245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -8317254.000000 Penalty: 3594.338623
	Iteration 68Q: 3 clusters Score -8317254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -8317256.000000 Penalty: 3594.338623
	Iteration 69Q: 3 clusters Score -8317256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -8317254.500000 Penalty: 3594.338623
	Iteration 70Q: 3 clusters Score -8317254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -8317248.500000 Penalty: 3594.338623
	Iteration 71Q: 3 clusters Score -8317248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -8317267.000000 Penalty: 3594.338623
	Iteration 72Q: 3 clusters Score -8317267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -8317269.000000 Penalty: 3594.338623
	Iteration 73Q: 3 clusters Score -8317269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -8317262.000000 Penalty: 3594.338623
	Iteration 74Q: 3 clusters Score -8317262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -8317287.500000 Penalty: 3594.338623
	Iteration 75Q: 3 clusters Score -8317288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -8317283.000000 Penalty: 3594.338623
	Iteration 76Q: 3 clusters Score -8317283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -8317293.500000 Penalty: 3594.338623
	Iteration 77Q: 3 clusters Score -8317294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -8317287.500000 Penalty: 3594.338623
	Iteration 78Q: 3 clusters Score -8317288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -8317299.000000 Penalty: 3594.338623
	Iteration 79Q: 3 clusters Score -8317299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -8317311.000000 Penalty: 3594.338623
	Iteration 80F: 3 clusters Score -8317311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8317299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -8317315.000000 Penalty: 3594.338623
	Iteration 82Q: 3 clusters Score -8317315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -8317325.000000 Penalty: 3594.338623
	Iteration 83Q: 3 clusters Score -8317325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -8317327.500000 Penalty: 3594.338623
	Iteration 84Q: 3 clusters Score -8317328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -8317344.500000 Penalty: 3594.338623
	Iteration 85Q: 3 clusters Score -8317344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -8317336.500000 Penalty: 3594.338623
	Iteration 86Q: 3 clusters Score -8317336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -8317336.000000 Penalty: 3594.338623
	Iteration 87Q: 3 clusters Score -8317336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -8317337.500000 Penalty: 3594.338623
	Iteration 88Q: 3 clusters Score -8317338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -8317334.500000 Penalty: 3594.338623
	Iteration 89Q: 3 clusters Score -8317334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -8317344.500000 Penalty: 3594.338623
	Iteration 90Q: 3 clusters Score -8317344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -8317346.000000 Penalty: 3594.338623
	Iteration 91Q: 3 clusters Score -8317346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -8317355.500000 Penalty: 3594.338623
	Iteration 92Q: 3 clusters Score -8317356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -8317361.500000 Penalty: 3594.338623
	Iteration 93Q: 3 clusters Score -8317362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -8317375.000000 Penalty: 3594.338623
	Iteration 94Q: 3 clusters Score -8317375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -8317387.500000 Penalty: 3594.338623
	Iteration 95Q: 3 clusters Score -8317388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -8317386.000000 Penalty: 3594.338623
	Iteration 96Q: 3 clusters Score -8317386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -8317389.000000 Penalty: 3594.338623
	Iteration 97Q: 3 clusters Score -8317389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -8317402.500000 Penalty: 3594.338623
	Iteration 98Q: 3 clusters Score -8317402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -8317399.000000 Penalty: 3594.338623
	Iteration 99Q: 3 clusters Score -8317399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -8317418.500000 Penalty: 3594.338623
	Iteration 100F: 3 clusters Score -8317418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -8317420.500000 Penalty: 3594.338623
	Iteration 101Q: 3 clusters Score -8317420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -8317420.000000 Penalty: 3594.338623
	Iteration 102Q: 3 clusters Score -8317420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -8317421.000000 Penalty: 3594.338623
	Iteration 103Q: 3 clusters Score -8317421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -8317426.000000 Penalty: 3594.338623
	Iteration 104Q: 3 clusters Score -8317426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -8317418.000000 Penalty: 3594.338623
	Iteration 105Q: 3 clusters Score -8317418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -8317418.500000 Penalty: 3594.338623
	Iteration 106Q: 3 clusters Score -8317418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -8317419.000000 Penalty: 3594.338623
	Iteration 107Q: 3 clusters Score -8317419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -8317421.500000 Penalty: 3594.338623
	Iteration 108Q: 3 clusters Score -8317422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -8317423.000000 Penalty: 3594.338623
	Iteration 109Q: 3 clusters Score -8317423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -8317425.000000 Penalty: 3594.338623
	Iteration 110Q: 3 clusters Score -8317425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -8317431.000000 Penalty: 3594.338623
	Iteration 111Q: 3 clusters Score -8317431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -8317428.500000 Penalty: 3594.338623
	Iteration 112Q: 3 clusters Score -8317428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -8317431.500000 Penalty: 3594.338623
	Iteration 113Q: 3 clusters Score -8317432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -8317431.500000 Penalty: 3594.338623
	Iteration 114Q: 3 clusters Score -8317432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -8317429.000000 Penalty: 3594.338623
	Iteration 115Q: 3 clusters Score -8317429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -8317427.000000 Penalty: 3594.338623
	Iteration 116Q: 3 clusters Score -8317427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -8317445.500000 Penalty: 3594.338623
	Iteration 117Q: 3 clusters Score -8317446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -8317454.500000 Penalty: 3594.338623
	Iteration 118Q: 3 clusters Score -8317454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -8317455.500000 Penalty: 3594.338623
	Iteration 119Q: 3 clusters Score -8317456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -8317456.500000 Penalty: 3594.338623
	Iteration 120F: 3 clusters Score -8317456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -8317455.500000 Penalty: 3594.338623
	Iteration 121Q: 3 clusters Score -8317456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -8317461.500000 Penalty: 3594.338623
	Iteration 122Q: 3 clusters Score -8317462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -8317471.500000 Penalty: 3594.338623
	Iteration 123Q: 3 clusters Score -8317472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
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Entering Unmasked Estep 
Score: -8317483.500000 Penalty: 3594.338623
	Iteration 124Q: 3 clusters Score -8317484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -8317491.000000 Penalty: 3594.338623
	Iteration 125Q: 3 clusters Score -8317491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -8317494.500000 Penalty: 3594.338623
	Iteration 126Q: 3 clusters Score -8317494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -8317484.000000 Penalty: 3594.338623
	Iteration 127Q: 3 clusters Score -8317484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -8317493.000000 Penalty: 3594.338623
	Iteration 128Q: 3 clusters Score -8317493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -8317487.000000 Penalty: 3594.338623
	Iteration 129Q: 3 clusters Score -8317487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -8317484.500000 Penalty: 3594.338623
	Iteration 130Q: 3 clusters Score -8317484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -8317490.000000 Penalty: 3594.338623
	Iteration 131Q: 3 clusters Score -8317490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -8317496.000000 Penalty: 3594.338623
	Iteration 132Q: 3 clusters Score -8317496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -8317505.000000 Penalty: 3594.338623
	Iteration 133Q: 3 clusters Score -8317505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -8317496.000000 Penalty: 3594.338623
	Iteration 134Q: 3 clusters Score -8317496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -8317501.500000 Penalty: 3594.338623
	Iteration 135Q: 3 clusters Score -8317502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -8317504.000000 Penalty: 3594.338623
	Iteration 136Q: 3 clusters Score -8317504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -8317496.000000 Penalty: 3594.338623
	Iteration 137Q: 3 clusters Score -8317496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -8317493.000000 Penalty: 3594.338623
	Iteration 138Q: 3 clusters Score -8317493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -8317498.500000 Penalty: 3594.338623
	Iteration 139Q: 3 clusters Score -8317498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -8317492.000000 Penalty: 3594.338623
	Iteration 140F: 3 clusters Score -8317492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -8317491.000000 Penalty: 3594.338623
	Iteration 141Q: 3 clusters Score -8317491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -8317494.500000 Penalty: 3594.338623
	Iteration 142Q: 3 clusters Score -8317494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -8317494.500000 Penalty: 3594.338623
	Iteration 143Q: 3 clusters Score -8317494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -8317500.000000 Penalty: 3594.338623
	Iteration 144Q: 3 clusters Score -8317500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -8317500.000000 Penalty: 3594.338623
	Iteration 145F: 3 clusters Score -8317500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Entering Unmasked Estep 
Score: -10022118.000000 Penalty: 1826.911621
	Iteration 0F: 2 clusters Score -1.002212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -9973646.000000 Penalty: 3653.823242
	Iteration 0F: 3 clusters Score -9973646 nChanged 36041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -9994091.000000 Penalty: 3653.823242
	Iteration 1F: 3 clusters Score -9994091 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -9994835.000000 Penalty: 3653.823242
	Iteration 2Q: 3 clusters Score -9994835 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -9995814.000000 Penalty: 3653.823242
	Iteration 3Q: 3 clusters Score -9995814 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -9997731.000000 Penalty: 3653.823242
	Iteration 4F: 3 clusters Score -9997731 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -10000771.000000 Penalty: 3653.823242
	Iteration 5F: 3 clusters Score -1.000077e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -10005174.000000 Penalty: 3653.823242
	Iteration 6F: 3 clusters Score -1.000517e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -10010260.000000 Penalty: 3653.823242
	Iteration 7F: 3 clusters Score -1.001026e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -10014807.000000 Penalty: 3653.823242
	Iteration 8F: 3 clusters Score -1.001481e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -10017790.000000 Penalty: 3653.823242
	Iteration 9Q: 3 clusters Score -1.001779e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -10019355.000000 Penalty: 3653.823242
	Iteration 10Q: 3 clusters Score -1.001936e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -10019960.000000 Penalty: 3653.823242
	Iteration 11Q: 3 clusters Score -1.001996e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -10020230.000000 Penalty: 3653.823242
	Iteration 12Q: 3 clusters Score -1.002023e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10020350.000000 Penalty: 3653.823242
	Iteration 13Q: 3 clusters Score -1.002035e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -10020411.000000 Penalty: 3653.823242
	Iteration 14Q: 3 clusters Score -1.002041e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -10020437.000000 Penalty: 3653.823242
	Iteration 15Q: 3 clusters Score -1.002044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -10020464.000000 Penalty: 3653.823242
	Iteration 16Q: 3 clusters Score -1.002046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -10020478.000000 Penalty: 3653.823242
	Iteration 17Q: 3 clusters Score -1.002048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -10020490.000000 Penalty: 3653.823242
	Iteration 18Q: 3 clusters Score -1.002049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -10020496.000000 Penalty: 3653.823242
	Iteration 19Q: 3 clusters Score -1.00205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -10020496.000000 Penalty: 3653.823242
	Iteration 20F: 3 clusters Score -1.00205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -10020504.000000 Penalty: 3653.823242
	Iteration 21Q: 3 clusters Score -1.00205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -10020511.000000 Penalty: 3653.823242
	Iteration 22Q: 3 clusters Score -1.002051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -10020513.000000 Penalty: 3653.823242
	Iteration 23Q: 3 clusters Score -1.002051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -10020515.000000 Penalty: 3653.823242
	Iteration 24Q: 3 clusters Score -1.002052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -10020519.000000 Penalty: 3653.823242
	Iteration 25Q: 3 clusters Score -1.002052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -10020528.000000 Penalty: 3653.823242
	Iteration 26Q: 3 clusters Score -1.002053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -10020541.000000 Penalty: 3653.823242
	Iteration 27Q: 3 clusters Score -1.002054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -10020548.000000 Penalty: 3653.823242
	Iteration 28Q: 3 clusters Score -1.002055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -10020543.000000 Penalty: 3653.823242
	Iteration 29Q: 3 clusters Score -1.002054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -10020541.000000 Penalty: 3653.823242
	Iteration 30Q: 3 clusters Score -1.002054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -10020551.000000 Penalty: 3653.823242
	Iteration 31Q: 3 clusters Score -1.002055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -10020551.000000 Penalty: 3653.823242
	Iteration 32Q: 3 clusters Score -1.002055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -10020551.000000 Penalty: 3653.823242
	Iteration 33Q: 3 clusters Score -1.002055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -10020552.000000 Penalty: 3653.823242
	Iteration 34Q: 3 clusters Score -1.002055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -10020552.000000 Penalty: 3653.823242
	Iteration 35F: 3 clusters Score -1.002055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Entering Unmasked Estep 
Score: -7249842.000000 Penalty: 1781.461304
	Iteration 0F: 2 clusters Score -7249842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -7211199.000000 Penalty: 3562.922607
	Iteration 0F: 3 clusters Score -7211199 nChanged 27411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -7227069.000000 Penalty: 3562.922607
	Iteration 1F: 3 clusters Score -7227069 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7227681.000000 Penalty: 3562.922607
	Iteration 2Q: 3 clusters Score -7227681 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -7228254.500000 Penalty: 3562.922607
	Iteration 3Q: 3 clusters Score -7228254 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -7228945.000000 Penalty: 3562.922607
	Iteration 4Q: 3 clusters Score -7228945 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7229721.500000 Penalty: 3562.922607
	Iteration 5Q: 3 clusters Score -7229722 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7230630.500000 Penalty: 3562.922607
	Iteration 6Q: 3 clusters Score -7230630 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -7231718.000000 Penalty: 3562.922607
	Iteration 7Q: 3 clusters Score -7231718 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -7233068.000000 Penalty: 3562.922607
	Iteration 8Q: 3 clusters Score -7233068 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -7234611.500000 Penalty: 3562.922607
	Iteration 9Q: 3 clusters Score -7234612 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -7236319.000000 Penalty: 3562.922607
	Iteration 10Q: 3 clusters Score -7236319 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -7237544.000000 Penalty: 3562.922607
	Iteration 11Q: 3 clusters Score -7237544 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -7238069.500000 Penalty: 3562.922607
	Iteration 12Q: 3 clusters Score -7238070 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -7238323.500000 Penalty: 3562.922607
	Iteration 13Q: 3 clusters Score -7238324 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -7238427.000000 Penalty: 3562.922607
	Iteration 14Q: 3 clusters Score -7238427 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -7238496.000000 Penalty: 3562.922607
	Iteration 15Q: 3 clusters Score -7238496 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7238542.000000 Penalty: 3562.922607
	Iteration 16Q: 3 clusters Score -7238542 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7238604.000000 Penalty: 3562.922607
	Iteration 17Q: 3 clusters Score -7238604 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -7238645.500000 Penalty: 3562.922607
	Iteration 18Q: 3 clusters Score -7238646 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -7238684.000000 Penalty: 3562.922607
	Iteration 19Q: 3 clusters Score -7238684 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -7238726.000000 Penalty: 3562.922607
	Iteration 20F: 3 clusters Score -7238726 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -7238766.000000 Penalty: 3562.922607
	Iteration 21Q: 3 clusters Score -7238766 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -7238819.500000 Penalty: 3562.922607
	Iteration 22Q: 3 clusters Score -7238820 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7238917.000000 Penalty: 3562.922607
	Iteration 23Q: 3 clusters Score -7238917 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -7239004.000000 Penalty: 3562.922607
	Iteration 24Q: 3 clusters Score -7239004 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -7239105.000000 Penalty: 3562.922607
	Iteration 25Q: 3 clusters Score -7239105 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -7239243.000000 Penalty: 3562.922607
	Iteration 26Q: 3 clusters Score -7239243 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -7239395.000000 Penalty: 3562.922607
	Iteration 27Q: 3 clusters Score -7239395 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -7239515.500000 Penalty: 3562.922607
	Iteration 28Q: 3 clusters Score -7239516 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7239595.000000 Penalty: 3562.922607
	Iteration 29Q: 3 clusters Score -7239595 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -7239728.500000 Penalty: 3562.922607
	Iteration 30Q: 3 clusters Score -7239728 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -7239932.500000 Penalty: 3562.922607
	Iteration 31Q: 3 clusters Score -7239932 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -7240140.500000 Penalty: 3562.922607
	Iteration 32Q: 3 clusters Score -7240140 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -7240400.000000 Penalty: 3562.922607
	Iteration 33Q: 3 clusters Score -7240400 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -7240631.000000 Penalty: 3562.922607
	Iteration 34Q: 3 clusters Score -7240631 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -7240887.000000 Penalty: 3562.922607
	Iteration 35Q: 3 clusters Score -7240887 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -7241133.000000 Penalty: 3562.922607
	Iteration 36Q: 3 clusters Score -7241133 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -7241421.500000 Penalty: 3562.922607
	Iteration 37Q: 3 clusters Score -7241422 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -7241744.500000 Penalty: 3562.922607
	Iteration 38Q: 3 clusters Score -7241744 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -7242171.000000 Penalty: 3562.922607
	Iteration 39Q: 3 clusters Score -7242171 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -7242624.000000 Penalty: 3562.922607
	Iteration 40F: 3 clusters Score -7242624 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -7243081.500000 Penalty: 3562.922607
	Iteration 41Q: 3 clusters Score -7243082 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -7243604.500000 Penalty: 3562.922607
	Iteration 42Q: 3 clusters Score -7243604 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -7244121.000000 Penalty: 3562.922607
	Iteration 43Q: 3 clusters Score -7244121 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7244677.500000 Penalty: 3562.922607
	Iteration 44Q: 3 clusters Score -7244678 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -7245244.500000 Penalty: 3562.922607
	Iteration 45Q: 3 clusters Score -7245244 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7245827.500000 Penalty: 3562.922607
	Iteration 46Q: 3 clusters Score -7245828 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7246356.500000 Penalty: 3562.922607
	Iteration 47Q: 3 clusters Score -7246356 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7246847.000000 Penalty: 3562.922607
	Iteration 48Q: 3 clusters Score -7246847 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7247287.000000 Penalty: 3562.922607
	Iteration 49Q: 3 clusters Score -7247287 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7247623.000000 Penalty: 3562.922607
	Iteration 50Q: 3 clusters Score -7247623 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7247854.500000 Penalty: 3562.922607
	Iteration 51Q: 3 clusters Score -7247854 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7248043.000000 Penalty: 3562.922607
	Iteration 52Q: 3 clusters Score -7248043 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7248146.500000 Penalty: 3562.922607
	Iteration 53Q: 3 clusters Score -7248146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7248196.000000 Penalty: 3562.922607
	Iteration 54Q: 3 clusters Score -7248196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7248224.000000 Penalty: 3562.922607
	Iteration 55Q: 3 clusters Score -7248224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7248245.500000 Penalty: 3562.922607
	Iteration 56Q: 3 clusters Score -7248246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7248263.500000 Penalty: 3562.922607
	Iteration 57Q: 3 clusters Score -7248264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7248279.000000 Penalty: 3562.922607
	Iteration 58Q: 3 clusters Score -7248279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7248286.000000 Penalty: 3562.922607
	Iteration 59Q: 3 clusters Score -7248286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7248288.000000 Penalty: 3562.922607
	Iteration 60F: 3 clusters Score -7248288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7248290.000000 Penalty: 3562.922607
	Iteration 61Q: 3 clusters Score -7248290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7248290.500000 Penalty: 3562.922607
	Iteration 62Q: 3 clusters Score -7248290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7248294.000000 Penalty: 3562.922607
	Iteration 63Q: 3 clusters Score -7248294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7248295.500000 Penalty: 3562.922607
	Iteration 64Q: 3 clusters Score -7248296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7248295.000000 Penalty: 3562.922607
	Iteration 65Q: 3 clusters Score -7248295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7248297.500000 Penalty: 3562.922607
	Iteration 66Q: 3 clusters Score -7248298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7248297.500000 Penalty: 3562.922607
	Iteration 67F: 3 clusters Score -7248298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Entering Unmasked Estep 
Score: -2229436.750000 Penalty: 1586.621338
	Iteration 0F: 2 clusters Score -2229437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2217485.500000 Penalty: 3173.242676
	Iteration 0F: 3 clusters Score -2217486 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2221672.000000 Penalty: 3173.242676
	Iteration 1F: 3 clusters Score -2221672 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2221986.000000 Penalty: 3173.242676
	Iteration 2F: 3 clusters Score -2221986 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2222249.250000 Penalty: 3173.242676
	Iteration 3Q: 3 clusters Score -2222249 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2222492.500000 Penalty: 3173.242676
	Iteration 4Q: 3 clusters Score -2222492 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2222739.250000 Penalty: 3173.242676
	Iteration 5Q: 3 clusters Score -2222739 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2222963.250000 Penalty: 3173.242676
	Iteration 6Q: 3 clusters Score -2222963 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2223197.750000 Penalty: 3173.242676
	Iteration 7Q: 3 clusters Score -2223198 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2223419.250000 Penalty: 3173.242676
	Iteration 8Q: 3 clusters Score -2223419 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2223611.750000 Penalty: 3173.242676
	Iteration 9Q: 3 clusters Score -2223612 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2223809.000000 Penalty: 3173.242676
	Iteration 10Q: 3 clusters Score -2223809 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2223995.250000 Penalty: 3173.242676
	Iteration 11Q: 3 clusters Score -2223995 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2224226.000000 Penalty: 3173.242676
	Iteration 12Q: 3 clusters Score -2224226 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2224513.500000 Penalty: 3173.242676
	Iteration 13Q: 3 clusters Score -2224514 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2224811.750000 Penalty: 3173.242676
	Iteration 14Q: 3 clusters Score -2224812 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2225141.750000 Penalty: 3173.242676
	Iteration 15Q: 3 clusters Score -2225142 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2225498.500000 Penalty: 3173.242676
	Iteration 16Q: 3 clusters Score -2225498 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2225886.250000 Penalty: 3173.242676
	Iteration 17Q: 3 clusters Score -2225886 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2226293.750000 Penalty: 3173.242676
	Iteration 18Q: 3 clusters Score -2226294 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2226691.000000 Penalty: 3173.242676
	Iteration 19Q: 3 clusters Score -2226691 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2227039.750000 Penalty: 3173.242676
	Iteration 20F: 3 clusters Score -2227040 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2227327.000000 Penalty: 3173.242676
	Iteration 21Q: 3 clusters Score -2227327 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2227570.750000 Penalty: 3173.242676
	Iteration 22Q: 3 clusters Score -2227571 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2227777.750000 Penalty: 3173.242676
	Iteration 23Q: 3 clusters Score -2227778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2227909.000000 Penalty: 3173.242676
	Iteration 24Q: 3 clusters Score -2227909 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2227993.250000 Penalty: 3173.242676
	Iteration 25Q: 3 clusters Score -2227993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2228063.000000 Penalty: 3173.242676
	Iteration 26Q: 3 clusters Score -2228063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2228113.750000 Penalty: 3173.242676
	Iteration 27Q: 3 clusters Score -2228114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2228143.750000 Penalty: 3173.242676
	Iteration 28Q: 3 clusters Score -2228144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2228162.000000 Penalty: 3173.242676
	Iteration 29Q: 3 clusters Score -2228162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2228175.500000 Penalty: 3173.242676
	Iteration 30Q: 3 clusters Score -2228176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2228187.250000 Penalty: 3173.242676
	Iteration 31Q: 3 clusters Score -2228187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2228196.500000 Penalty: 3173.242676
	Iteration 32Q: 3 clusters Score -2228196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2228203.250000 Penalty: 3173.242676
	Iteration 33Q: 3 clusters Score -2228203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2228209.750000 Penalty: 3173.242676
	Iteration 34Q: 3 clusters Score -2228210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2228217.000000 Penalty: 3173.242676
	Iteration 35Q: 3 clusters Score -2228217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2228222.250000 Penalty: 3173.242676
	Iteration 36Q: 3 clusters Score -2228222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2228222.000000 Penalty: 3173.242676
	Iteration 37Q: 3 clusters Score -2228222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2228223.250000 Penalty: 3173.242676
	Iteration 38Q: 3 clusters Score -2228223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2228223.250000 Penalty: 3173.242676
	Iteration 39Q: 3 clusters Score -2228223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2228223.250000 Penalty: 3173.242676
	Iteration 40F: 3 clusters Score -2228223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -681031.000000 Penalty: 1403.125854
	Iteration 0F: 2 clusters Score -681031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -676753.625000 Penalty: 2806.251709
	Iteration 0F: 3 clusters Score -676753.6 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -678087.812500 Penalty: 2806.251709
	Iteration 1F: 3 clusters Score -678087.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -678386.000000 Penalty: 2806.251709
	Iteration 2F: 3 clusters Score -678386 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -678642.375000 Penalty: 2806.251709
	Iteration 3F: 3 clusters Score -678642.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -678884.500000 Penalty: 2806.251709
	Iteration 4F: 3 clusters Score -678884.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -679056.625000 Penalty: 2806.251709
	Iteration 5Q: 3 clusters Score -679056.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -679171.375000 Penalty: 2806.251709
	Iteration 6Q: 3 clusters Score -679171.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -679250.187500 Penalty: 2806.251709
	Iteration 7Q: 3 clusters Score -679250.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -679309.125000 Penalty: 2806.251709
	Iteration 8Q: 3 clusters Score -679309.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -679352.562500 Penalty: 2806.251709
	Iteration 9Q: 3 clusters Score -679352.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -679387.062500 Penalty: 2806.251709
	Iteration 10Q: 3 clusters Score -679387.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -679417.000000 Penalty: 2806.251709
	Iteration 11Q: 3 clusters Score -679417 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -679452.687500 Penalty: 2806.251709
	Iteration 12Q: 3 clusters Score -679452.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -679486.812500 Penalty: 2806.251709
	Iteration 13Q: 3 clusters Score -679486.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -679508.125000 Penalty: 2806.251709
	Iteration 14Q: 3 clusters Score -679508.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -679529.187500 Penalty: 2806.251709
	Iteration 15Q: 3 clusters Score -679529.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -679553.250000 Penalty: 2806.251709
	Iteration 16Q: 3 clusters Score -679553.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -679579.750000 Penalty: 2806.251709
	Iteration 17Q: 3 clusters Score -679579.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -679604.437500 Penalty: 2806.251709
	Iteration 18Q: 3 clusters Score -679604.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -679632.000000 Penalty: 2806.251709
	Iteration 19Q: 3 clusters Score -679632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -679661.687500 Penalty: 2806.251709
	Iteration 20F: 3 clusters Score -679661.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -679687.375000 Penalty: 2806.251709
	Iteration 21Q: 3 clusters Score -679687.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -679709.500000 Penalty: 2806.251709
	Iteration 22Q: 3 clusters Score -679709.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -679729.250000 Penalty: 2806.251709
	Iteration 23Q: 3 clusters Score -679729.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -679746.625000 Penalty: 2806.251709
	Iteration 24Q: 3 clusters Score -679746.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -679759.812500 Penalty: 2806.251709
	Iteration 25Q: 3 clusters Score -679759.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -679772.562500 Penalty: 2806.251709
	Iteration 26Q: 3 clusters Score -679772.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -679783.250000 Penalty: 2806.251709
	Iteration 27Q: 3 clusters Score -679783.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -679796.562500 Penalty: 2806.251709
	Iteration 28Q: 3 clusters Score -679796.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -679808.375000 Penalty: 2806.251709
	Iteration 29Q: 3 clusters Score -679808.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -679817.812500 Penalty: 2806.251709
	Iteration 30Q: 3 clusters Score -679817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -679830.000000 Penalty: 2806.251709
	Iteration 31Q: 3 clusters Score -679830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -679839.375000 Penalty: 2806.251709
	Iteration 32Q: 3 clusters Score -679839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -679844.437500 Penalty: 2806.251709
	Iteration 33Q: 3 clusters Score -679844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -679851.375000 Penalty: 2806.251709
	Iteration 34Q: 3 clusters Score -679851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -679853.125000 Penalty: 2806.251709
	Iteration 35Q: 3 clusters Score -679853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -679857.125000 Penalty: 2806.251709
	Iteration 36Q: 3 clusters Score -679857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -679864.250000 Penalty: 2806.251709
	Iteration 37Q: 3 clusters Score -679864.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -679872.375000 Penalty: 2806.251709
	Iteration 38Q: 3 clusters Score -679872.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -679877.250000 Penalty: 2806.251709
	Iteration 39Q: 3 clusters Score -679877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -679883.812500 Penalty: 2806.251709
	Iteration 40F: 3 clusters Score -679883.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -679890.562500 Penalty: 2806.251709
	Iteration 41Q: 3 clusters Score -679890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -679897.500000 Penalty: 2806.251709
	Iteration 42Q: 3 clusters Score -679897.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -679902.562500 Penalty: 2806.251709
	Iteration 43Q: 3 clusters Score -679902.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -679908.312500 Penalty: 2806.251709
	Iteration 44Q: 3 clusters Score -679908.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -679910.562500 Penalty: 2806.251709
	Iteration 45Q: 3 clusters Score -679910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -679913.875000 Penalty: 2806.251709
	Iteration 46Q: 3 clusters Score -679913.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -679916.187500 Penalty: 2806.251709
	Iteration 47Q: 3 clusters Score -679916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -679920.500000 Penalty: 2806.251709
	Iteration 48Q: 3 clusters Score -679920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -679921.562500 Penalty: 2806.251709
	Iteration 49Q: 3 clusters Score -679921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -679923.625000 Penalty: 2806.251709
	Iteration 50Q: 3 clusters Score -679923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -679927.062500 Penalty: 2806.251709
	Iteration 51Q: 3 clusters Score -679927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -679928.000000 Penalty: 2806.251709
	Iteration 52Q: 3 clusters Score -679928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -679929.562500 Penalty: 2806.251709
	Iteration 53Q: 3 clusters Score -679929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -679931.562500 Penalty: 2806.251709
	Iteration 54Q: 3 clusters Score -679931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -679931.625000 Penalty: 2806.251709
	Iteration 55Q: 3 clusters Score -679931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -679935.875000 Penalty: 2806.251709
	Iteration 56Q: 3 clusters Score -679935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -679938.687500 Penalty: 2806.251709
	Iteration 57Q: 3 clusters Score -679938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -679945.312500 Penalty: 2806.251709
	Iteration 58Q: 3 clusters Score -679945.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -679952.062500 Penalty: 2806.251709
	Iteration 59Q: 3 clusters Score -679952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -679955.750000 Penalty: 2806.251709
	Iteration 60F: 3 clusters Score -679955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -679958.000000 Penalty: 2806.251709
	Iteration 61Q: 3 clusters Score -679958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -679959.375000 Penalty: 2806.251709
	Iteration 62Q: 3 clusters Score -679959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -679960.625000 Penalty: 2806.251709
	Iteration 63Q: 3 clusters Score -679960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -679961.250000 Penalty: 2806.251709
	Iteration 64Q: 3 clusters Score -679961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -679961.750000 Penalty: 2806.251709
	Iteration 65Q: 3 clusters Score -679961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -679962.875000 Penalty: 2806.251709
	Iteration 66Q: 3 clusters Score -679962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -679963.250000 Penalty: 2806.251709
	Iteration 67Q: 3 clusters Score -679963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -679963.312500 Penalty: 2806.251709
	Iteration 68Q: 3 clusters Score -679963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -679963.312500 Penalty: 2806.251709
	Iteration 69F: 3 clusters Score -679963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Entering Unmasked Estep 
Score: -6429324.500000 Penalty: 1752.525635
	Iteration 0F: 2 clusters Score -6429324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -6397094.500000 Penalty: 3505.051270
	Iteration 0F: 3 clusters Score -6397094 nChanged 22558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6409677.500000 Penalty: 3505.051270
	Iteration 1F: 3 clusters Score -6409678 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -6410080.500000 Penalty: 3505.051270
	Iteration 2Q: 3 clusters Score -6410080 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6410578.000000 Penalty: 3505.051270
	Iteration 3Q: 3 clusters Score -6410578 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -6411155.500000 Penalty: 3505.051270
	Iteration 4Q: 3 clusters Score -6411156 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6411955.500000 Penalty: 3505.051270
	Iteration 5Q: 3 clusters Score -6411956 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -6413346.000000 Penalty: 3505.051270
	Iteration 6F: 3 clusters Score -6413346 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -6415739.000000 Penalty: 3505.051270
	Iteration 7F: 3 clusters Score -6415739 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -6419151.000000 Penalty: 3505.051270
	Iteration 8F: 3 clusters Score -6419151 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6422881.500000 Penalty: 3505.051270
	Iteration 9F: 3 clusters Score -6422882 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6425647.500000 Penalty: 3505.051270
	Iteration 10F: 3 clusters Score -6425648 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6426893.000000 Penalty: 3505.051270
	Iteration 11Q: 3 clusters Score -6426893 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6427388.500000 Penalty: 3505.051270
	Iteration 12Q: 3 clusters Score -6427388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6427585.500000 Penalty: 3505.051270
	Iteration 13Q: 3 clusters Score -6427586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -6427643.000000 Penalty: 3505.051270
	Iteration 14Q: 3 clusters Score -6427643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -6427691.500000 Penalty: 3505.051270
	Iteration 15Q: 3 clusters Score -6427692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6427707.000000 Penalty: 3505.051270
	Iteration 16Q: 3 clusters Score -6427707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6427723.000000 Penalty: 3505.051270
	Iteration 17Q: 3 clusters Score -6427723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6427719.000000 Penalty: 3505.051270
	Iteration 18Q: 3 clusters Score -6427719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6427723.500000 Penalty: 3505.051270
	Iteration 19Q: 3 clusters Score -6427724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6427726.000000 Penalty: 3505.051270
	Iteration 20F: 3 clusters Score -6427726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -804350.125000 Penalty: 1424.361694
	Iteration 0F: 2 clusters Score -804350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -799417.375000 Penalty: 2848.723389
	Iteration 0F: 3 clusters Score -799417.4 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -800937.875000 Penalty: 2848.723389
	Iteration 1F: 3 clusters Score -800937.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -801141.250000 Penalty: 2848.723389
	Iteration 2F: 3 clusters Score -801141.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -801267.312500 Penalty: 2848.723389
	Iteration 3Q: 3 clusters Score -801267.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -801383.187500 Penalty: 2848.723389
	Iteration 4Q: 3 clusters Score -801383.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -801497.500000 Penalty: 2848.723389
	Iteration 5Q: 3 clusters Score -801497.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -801625.937500 Penalty: 2848.723389
	Iteration 6Q: 3 clusters Score -801625.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -801769.812500 Penalty: 2848.723389
	Iteration 7Q: 3 clusters Score -801769.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -801924.625000 Penalty: 2848.723389
	Iteration 8Q: 3 clusters Score -801924.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -802099.437500 Penalty: 2848.723389
	Iteration 9Q: 3 clusters Score -802099.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -802286.812500 Penalty: 2848.723389
	Iteration 10Q: 3 clusters Score -802286.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -802503.562500 Penalty: 2848.723389
	Iteration 11Q: 3 clusters Score -802503.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -802702.625000 Penalty: 2848.723389
	Iteration 12Q: 3 clusters Score -802702.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -802845.562500 Penalty: 2848.723389
	Iteration 13Q: 3 clusters Score -802845.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -802958.875000 Penalty: 2848.723389
	Iteration 14Q: 3 clusters Score -802958.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -803034.187500 Penalty: 2848.723389
	Iteration 15Q: 3 clusters Score -803034.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -803083.625000 Penalty: 2848.723389
	Iteration 16Q: 3 clusters Score -803083.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -803129.125000 Penalty: 2848.723389
	Iteration 17Q: 3 clusters Score -803129.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -803169.750000 Penalty: 2848.723389
	Iteration 18Q: 3 clusters Score -803169.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -803193.500000 Penalty: 2848.723389
	Iteration 19Q: 3 clusters Score -803193.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -803208.375000 Penalty: 2848.723389
	Iteration 20F: 3 clusters Score -803208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -803215.375000 Penalty: 2848.723389
	Iteration 21Q: 3 clusters Score -803215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -803220.125000 Penalty: 2848.723389
	Iteration 22Q: 3 clusters Score -803220.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -803225.250000 Penalty: 2848.723389
	Iteration 23Q: 3 clusters Score -803225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -803228.937500 Penalty: 2848.723389
	Iteration 24Q: 3 clusters Score -803228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -803235.125000 Penalty: 2848.723389
	Iteration 25Q: 3 clusters Score -803235.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -803242.375000 Penalty: 2848.723389
	Iteration 26Q: 3 clusters Score -803242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -803246.687500 Penalty: 2848.723389
	Iteration 27Q: 3 clusters Score -803246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -803251.000000 Penalty: 2848.723389
	Iteration 28Q: 3 clusters Score -803251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -803256.750000 Penalty: 2848.723389
	Iteration 29Q: 3 clusters Score -803256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -803258.437500 Penalty: 2848.723389
	Iteration 30Q: 3 clusters Score -803258.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -803259.187500 Penalty: 2848.723389
	Iteration 31Q: 3 clusters Score -803259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -803262.437500 Penalty: 2848.723389
	Iteration 32Q: 3 clusters Score -803262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -803263.812500 Penalty: 2848.723389
	Iteration 33Q: 3 clusters Score -803263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -803265.375000 Penalty: 2848.723389
	Iteration 34Q: 3 clusters Score -803265.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -803271.187500 Penalty: 2848.723389
	Iteration 35Q: 3 clusters Score -803271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -803272.187500 Penalty: 2848.723389
	Iteration 36Q: 3 clusters Score -803272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -803273.125000 Penalty: 2848.723389
	Iteration 37Q: 3 clusters Score -803273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -803274.375000 Penalty: 2848.723389
	Iteration 38Q: 3 clusters Score -803274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -803274.375000 Penalty: 2848.723389
	Iteration 39F: 3 clusters Score -803274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Entering Unmasked Estep 
Score: -10320830.000000 Penalty: 1829.970459
	Iteration 0F: 2 clusters Score -1.032083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -10271822.000000 Penalty: 3659.940918
	Iteration 0F: 3 clusters Score -1.027182e+07 nChanged 36990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -10293531.000000 Penalty: 3659.940918
	Iteration 1F: 3 clusters Score -1.029353e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -10294346.000000 Penalty: 3659.940918
	Iteration 2Q: 3 clusters Score -1.029435e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -10295708.000000 Penalty: 3659.940918
	Iteration 3Q: 3 clusters Score -1.029571e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -10297626.000000 Penalty: 3659.940918
	Iteration 4Q: 3 clusters Score -1.029763e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -10300472.000000 Penalty: 3659.940918
	Iteration 5F: 3 clusters Score -1.030047e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -10304585.000000 Penalty: 3659.940918
	Iteration 6F: 3 clusters Score -1.030458e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -10309661.000000 Penalty: 3659.940918
	Iteration 7F: 3 clusters Score -1.030966e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -10313677.000000 Penalty: 3659.940918
	Iteration 8F: 3 clusters Score -1.031368e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -10316021.000000 Penalty: 3659.940918
	Iteration 9Q: 3 clusters Score -1.031602e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -10317449.000000 Penalty: 3659.940918
	Iteration 10Q: 3 clusters Score -1.031745e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -10318488.000000 Penalty: 3659.940918
	Iteration 11Q: 3 clusters Score -1.031849e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -10319334.000000 Penalty: 3659.940918
	Iteration 12Q: 3 clusters Score -1.031933e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -10319766.000000 Penalty: 3659.940918
	Iteration 13Q: 3 clusters Score -1.031977e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -10320121.000000 Penalty: 3659.940918
	Iteration 14Q: 3 clusters Score -1.032012e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -10320381.000000 Penalty: 3659.940918
	Iteration 15Q: 3 clusters Score -1.032038e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -10320574.000000 Penalty: 3659.940918
	Iteration 16Q: 3 clusters Score -1.032057e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -10320636.000000 Penalty: 3659.940918
	Iteration 17Q: 3 clusters Score -1.032064e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -10320688.000000 Penalty: 3659.940918
	Iteration 18Q: 3 clusters Score -1.032069e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -10320714.000000 Penalty: 3659.940918
	Iteration 19Q: 3 clusters Score -1.032071e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -10320747.000000 Penalty: 3659.940918
	Iteration 20F: 3 clusters Score -1.032075e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -10320741.000000 Penalty: 3659.940918
	Iteration 21Q: 3 clusters Score -1.032074e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -10320755.000000 Penalty: 3659.940918
	Iteration 22Q: 3 clusters Score -1.032076e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -10320766.000000 Penalty: 3659.940918
	Iteration 23Q: 3 clusters Score -1.032077e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -10320752.000000 Penalty: 3659.940918
	Iteration 24Q: 3 clusters Score -1.032075e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -10320758.000000 Penalty: 3659.940918
	Iteration 25Q: 3 clusters Score -1.032076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -10320771.000000 Penalty: 3659.940918
	Iteration 26Q: 3 clusters Score -1.032077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -10320796.000000 Penalty: 3659.940918
	Iteration 27Q: 3 clusters Score -1.03208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -10320788.000000 Penalty: 3659.940918
	Iteration 28Q: 3 clusters Score -1.032079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -10320796.000000 Penalty: 3659.940918
	Iteration 29Q: 3 clusters Score -1.03208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -10320798.000000 Penalty: 3659.940918
	Iteration 30Q: 3 clusters Score -1.03208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -10320791.000000 Penalty: 3659.940918
	Iteration 31Q: 3 clusters Score -1.032079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -10320791.000000 Penalty: 3659.940918
	Iteration 32Q: 3 clusters Score -1.032079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -10320794.000000 Penalty: 3659.940918
	Iteration 33Q: 3 clusters Score -1.032079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -10320798.000000 Penalty: 3659.940918
	Iteration 34Q: 3 clusters Score -1.03208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -10320795.000000 Penalty: 3659.940918
	Iteration 35Q: 3 clusters Score -1.03208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -10320791.000000 Penalty: 3659.940918
	Iteration 36Q: 3 clusters Score -1.032079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -10320795.000000 Penalty: 3659.940918
	Iteration 37Q: 3 clusters Score -1.03208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -10320796.000000 Penalty: 3659.940918
	Iteration 38Q: 3 clusters Score -1.03208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -10320799.000000 Penalty: 3659.940918
	Iteration 39Q: 3 clusters Score -1.03208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -10320790.000000 Penalty: 3659.940918
	Iteration 40F: 3 clusters Score -1.032079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Entering Unmasked Estep 
Score: -8175733.000000 Penalty: 1792.086060
	Iteration 0F: 2 clusters Score -8175733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -8135049.000000 Penalty: 3584.172119
	Iteration 0F: 3 clusters Score -8135049 nChanged 29196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -8151834.500000 Penalty: 3584.172119
	Iteration 1F: 3 clusters Score -8151834 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -8152556.500000 Penalty: 3584.172119
	Iteration 2Q: 3 clusters Score -8152556 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -8153598.500000 Penalty: 3584.172119
	Iteration 3Q: 3 clusters Score -8153598 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8155363.500000 Penalty: 3584.172119
	Iteration 4F: 3 clusters Score -8155364 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -8158387.500000 Penalty: 3584.172119
	Iteration 5F: 3 clusters Score -8158388 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -8162892.000000 Penalty: 3584.172119
	Iteration 6F: 3 clusters Score -8162892 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -8167792.000000 Penalty: 3584.172119
	Iteration 7F: 3 clusters Score -8167792 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -8171347.000000 Penalty: 3584.172119
	Iteration 8F: 3 clusters Score -8171347 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -8173042.000000 Penalty: 3584.172119
	Iteration 9Q: 3 clusters Score -8173042 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -8173717.500000 Penalty: 3584.172119
	Iteration 10Q: 3 clusters Score -8173718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -8173953.000000 Penalty: 3584.172119
	Iteration 11Q: 3 clusters Score -8173953 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -8174063.500000 Penalty: 3584.172119
	Iteration 12Q: 3 clusters Score -8174064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -8174111.000000 Penalty: 3584.172119
	Iteration 13Q: 3 clusters Score -8174111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -8174127.000000 Penalty: 3584.172119
	Iteration 14Q: 3 clusters Score -8174127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -8174136.500000 Penalty: 3584.172119
	Iteration 15Q: 3 clusters Score -8174136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -8174146.500000 Penalty: 3584.172119
	Iteration 16Q: 3 clusters Score -8174146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -8174151.000000 Penalty: 3584.172119
	Iteration 17Q: 3 clusters Score -8174151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -8174157.000000 Penalty: 3584.172119
	Iteration 18Q: 3 clusters Score -8174157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -8174154.000000 Penalty: 3584.172119
	Iteration 19Q: 3 clusters Score -8174154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -8174150.500000 Penalty: 3584.172119
	Iteration 20F: 3 clusters Score -8174150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Entering Unmasked Estep 
Score: -1887054.250000 Penalty: 1561.644897
	Iteration 0F: 2 clusters Score -1887054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1876646.750000 Penalty: 3123.289795
	Iteration 0F: 3 clusters Score -1876647 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1880373.500000 Penalty: 3123.289795
	Iteration 1F: 3 clusters Score -1880374 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1880817.375000 Penalty: 3123.289795
	Iteration 2F: 3 clusters Score -1880817 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1881286.000000 Penalty: 3123.289795
	Iteration 3F: 3 clusters Score -1881286 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1881785.125000 Penalty: 3123.289795
	Iteration 4F: 3 clusters Score -1881785 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1882294.875000 Penalty: 3123.289795
	Iteration 5F: 3 clusters Score -1882295 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1882829.125000 Penalty: 3123.289795
	Iteration 6F: 3 clusters Score -1882829 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1883455.625000 Penalty: 3123.289795
	Iteration 7F: 3 clusters Score -1883456 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1884057.750000 Penalty: 3123.289795
	Iteration 8F: 3 clusters Score -1884058 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1884556.750000 Penalty: 3123.289795
	Iteration 9Q: 3 clusters Score -1884557 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1884949.125000 Penalty: 3123.289795
	Iteration 10Q: 3 clusters Score -1884949 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1885252.125000 Penalty: 3123.289795
	Iteration 11Q: 3 clusters Score -1885252 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1885458.750000 Penalty: 3123.289795
	Iteration 12Q: 3 clusters Score -1885459 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1885588.250000 Penalty: 3123.289795
	Iteration 13Q: 3 clusters Score -1885588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1885695.375000 Penalty: 3123.289795
	Iteration 14Q: 3 clusters Score -1885695 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1885795.750000 Penalty: 3123.289795
	Iteration 15Q: 3 clusters Score -1885796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1885901.500000 Penalty: 3123.289795
	Iteration 16Q: 3 clusters Score -1885902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1885986.000000 Penalty: 3123.289795
	Iteration 17Q: 3 clusters Score -1885986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1886033.500000 Penalty: 3123.289795
	Iteration 18Q: 3 clusters Score -1886034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1886062.625000 Penalty: 3123.289795
	Iteration 19Q: 3 clusters Score -1886063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1886080.750000 Penalty: 3123.289795
	Iteration 20F: 3 clusters Score -1886081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1886100.125000 Penalty: 3123.289795
	Iteration 21Q: 3 clusters Score -1886100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1886118.750000 Penalty: 3123.289795
	Iteration 22Q: 3 clusters Score -1886119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1886130.625000 Penalty: 3123.289795
	Iteration 23Q: 3 clusters Score -1886131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1886137.875000 Penalty: 3123.289795
	Iteration 24Q: 3 clusters Score -1886138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1886144.500000 Penalty: 3123.289795
	Iteration 25Q: 3 clusters Score -1886144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1886149.500000 Penalty: 3123.289795
	Iteration 26Q: 3 clusters Score -1886150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1886148.875000 Penalty: 3123.289795
	Iteration 27Q: 3 clusters Score -1886149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1886156.125000 Penalty: 3123.289795
	Iteration 28Q: 3 clusters Score -1886156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1886156.625000 Penalty: 3123.289795
	Iteration 29Q: 3 clusters Score -1886157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1886159.750000 Penalty: 3123.289795
	Iteration 30Q: 3 clusters Score -1886160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1886161.750000 Penalty: 3123.289795
	Iteration 31Q: 3 clusters Score -1886162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1886164.625000 Penalty: 3123.289795
	Iteration 32Q: 3 clusters Score -1886165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1886163.625000 Penalty: 3123.289795
	Iteration 33Q: 3 clusters Score -1886164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1886164.875000 Penalty: 3123.289795
	Iteration 34Q: 3 clusters Score -1886165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1886165.625000 Penalty: 3123.289795
	Iteration 35Q: 3 clusters Score -1886166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1886167.125000 Penalty: 3123.289795
	Iteration 36Q: 3 clusters Score -1886167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1886165.875000 Penalty: 3123.289795
	Iteration 37Q: 3 clusters Score -1886166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1886172.500000 Penalty: 3123.289795
	Iteration 38Q: 3 clusters Score -1886172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1886175.000000 Penalty: 3123.289795
	Iteration 39Q: 3 clusters Score -1886175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1886175.750000 Penalty: 3123.289795
	Iteration 40F: 3 clusters Score -1886176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1886174.500000 Penalty: 3123.289795
	Iteration 41Q: 3 clusters Score -1886174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1886173.625000 Penalty: 3123.289795
	Iteration 42Q: 3 clusters Score -1886174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1886173.625000 Penalty: 3123.289795
	Iteration 43F: 3 clusters Score -1886174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Entering Unmasked Estep 
Score: -9586729.000000 Penalty: 1817.926025
	Iteration 0F: 2 clusters Score -9586729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -9540631.000000 Penalty: 3635.852051
	Iteration 0F: 3 clusters Score -9540631 nChanged 34239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -9560527.000000 Penalty: 3635.852051
	Iteration 1F: 3 clusters Score -9560527 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -9561373.000000 Penalty: 3635.852051
	Iteration 2Q: 3 clusters Score -9561373 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -9562655.000000 Penalty: 3635.852051
	Iteration 3Q: 3 clusters Score -9562655 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -9564646.000000 Penalty: 3635.852051
	Iteration 4F: 3 clusters Score -9564646 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -9567576.000000 Penalty: 3635.852051
	Iteration 5F: 3 clusters Score -9567576 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -9571555.000000 Penalty: 3635.852051
	Iteration 6F: 3 clusters Score -9571555 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -9575743.000000 Penalty: 3635.852051
	Iteration 7F: 3 clusters Score -9575743 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -9579776.000000 Penalty: 3635.852051
	Iteration 8F: 3 clusters Score -9579776 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -9582561.000000 Penalty: 3635.852051
	Iteration 9Q: 3 clusters Score -9582561 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -9584076.000000 Penalty: 3635.852051
	Iteration 10Q: 3 clusters Score -9584076 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -9584596.000000 Penalty: 3635.852051
	Iteration 11Q: 3 clusters Score -9584596 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -9584879.000000 Penalty: 3635.852051
	Iteration 12Q: 3 clusters Score -9584879 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -9584988.000000 Penalty: 3635.852051
	Iteration 13Q: 3 clusters Score -9584988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -9585063.000000 Penalty: 3635.852051
	Iteration 14Q: 3 clusters Score -9585063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -9585098.000000 Penalty: 3635.852051
	Iteration 15Q: 3 clusters Score -9585098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -9585111.000000 Penalty: 3635.852051
	Iteration 16Q: 3 clusters Score -9585111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -9585140.000000 Penalty: 3635.852051
	Iteration 17Q: 3 clusters Score -9585140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -9585153.000000 Penalty: 3635.852051
	Iteration 18Q: 3 clusters Score -9585153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -9585160.000000 Penalty: 3635.852051
	Iteration 19Q: 3 clusters Score -9585160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9585172.000000 Penalty: 3635.852051
	Iteration 20F: 3 clusters Score -9585172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -9585183.000000 Penalty: 3635.852051
	Iteration 21Q: 3 clusters Score -9585183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -9585184.000000 Penalty: 3635.852051
	Iteration 22Q: 3 clusters Score -9585184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -9585200.000000 Penalty: 3635.852051
	Iteration 23Q: 3 clusters Score -9585200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -9585205.000000 Penalty: 3635.852051
	Iteration 24Q: 3 clusters Score -9585205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -9585208.000000 Penalty: 3635.852051
	Iteration 25Q: 3 clusters Score -9585208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -9585206.000000 Penalty: 3635.852051
	Iteration 26Q: 3 clusters Score -9585206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -9585214.000000 Penalty: 3635.852051
	Iteration 27Q: 3 clusters Score -9585214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -9585209.000000 Penalty: 3635.852051
	Iteration 28Q: 3 clusters Score -9585209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -9585209.000000 Penalty: 3635.852051
	Iteration 29Q: 3 clusters Score -9585209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -9585209.000000 Penalty: 3635.852051
	Iteration 30F: 3 clusters Score -9585209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -152427.046875 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -152427 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 679 members 
Entering Unmasked Estep 
Score: -150790.703125 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -150790.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151260.359375 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -151260.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151417.421875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -151417.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151526.281250 Penalty: 2351.107666
	Iteration 3F: 3 clusters Score -151526.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151606.968750 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -151607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151683.312500 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -151683.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151758.921875 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -151758.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151821.375000 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -151821.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -151878.812500 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -151878.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151948.546875 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -151948.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -151991.484375 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -151991.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152035.781250 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -152035.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152074.609375 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -152074.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152103.484375 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -152103.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152115.640625 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -152115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152120.234375 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -152120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152121.468750 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -152121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152121.468750 Penalty: 2351.107666
	Iteration 17F: 3 clusters Score -152121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (59634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Entering Unmasked Estep 
Score: -7808840.000000 Penalty: 1786.846924
	Iteration 0F: 2 clusters Score -7808840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -7769066.000000 Penalty: 3573.693848
	Iteration 0F: 3 clusters Score -7769066 nChanged 28194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7784986.500000 Penalty: 3573.693848
	Iteration 1F: 3 clusters Score -7784986 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -7785596.000000 Penalty: 3573.693848
	Iteration 2Q: 3 clusters Score -7785596 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -7786320.500000 Penalty: 3573.693848
	Iteration 3Q: 3 clusters Score -7786320 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -7787269.000000 Penalty: 3573.693848
	Iteration 4Q: 3 clusters Score -7787269 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -7788663.000000 Penalty: 3573.693848
	Iteration 5Q: 3 clusters Score -7788663 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7790524.500000 Penalty: 3573.693848
	Iteration 6F: 3 clusters Score -7790524 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7792894.500000 Penalty: 3573.693848
	Iteration 7F: 3 clusters Score -7792894 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -7795344.000000 Penalty: 3573.693848
	Iteration 8F: 3 clusters Score -7795344 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -7797633.500000 Penalty: 3573.693848
	Iteration 9F: 3 clusters Score -7797634 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -7799330.000000 Penalty: 3573.693848
	Iteration 10Q: 3 clusters Score -7799330 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -7800539.500000 Penalty: 3573.693848
	Iteration 11Q: 3 clusters Score -7800540 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -7801386.500000 Penalty: 3573.693848
	Iteration 12Q: 3 clusters Score -7801386 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -7802092.000000 Penalty: 3573.693848
	Iteration 13Q: 3 clusters Score -7802092 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7802676.000000 Penalty: 3573.693848
	Iteration 14Q: 3 clusters Score -7802676 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -7803223.000000 Penalty: 3573.693848
	Iteration 15Q: 3 clusters Score -7803223 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7803715.500000 Penalty: 3573.693848
	Iteration 16Q: 3 clusters Score -7803716 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -7804215.500000 Penalty: 3573.693848
	Iteration 17Q: 3 clusters Score -7804216 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -7804643.500000 Penalty: 3573.693848
	Iteration 18Q: 3 clusters Score -7804644 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -7805024.000000 Penalty: 3573.693848
	Iteration 19Q: 3 clusters Score -7805024 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7805338.500000 Penalty: 3573.693848
	Iteration 20F: 3 clusters Score -7805338 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -7805583.000000 Penalty: 3573.693848
	Iteration 21Q: 3 clusters Score -7805583 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -7805781.000000 Penalty: 3573.693848
	Iteration 22Q: 3 clusters Score -7805781 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -7805962.000000 Penalty: 3573.693848
	Iteration 23Q: 3 clusters Score -7805962 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7806151.000000 Penalty: 3573.693848
	Iteration 24Q: 3 clusters Score -7806151 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -7806263.000000 Penalty: 3573.693848
	Iteration 25Q: 3 clusters Score -7806263 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7806366.500000 Penalty: 3573.693848
	Iteration 26Q: 3 clusters Score -7806366 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -7806456.500000 Penalty: 3573.693848
	Iteration 27Q: 3 clusters Score -7806456 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -7806540.500000 Penalty: 3573.693848
	Iteration 28Q: 3 clusters Score -7806540 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -7806625.000000 Penalty: 3573.693848
	Iteration 29Q: 3 clusters Score -7806625 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -7806679.000000 Penalty: 3573.693848
	Iteration 30Q: 3 clusters Score -7806679 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -7806746.500000 Penalty: 3573.693848
	Iteration 31Q: 3 clusters Score -7806746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7806791.000000 Penalty: 3573.693848
	Iteration 32Q: 3 clusters Score -7806791 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -7806855.000000 Penalty: 3573.693848
	Iteration 33Q: 3 clusters Score -7806855 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -7806891.000000 Penalty: 3573.693848
	Iteration 34Q: 3 clusters Score -7806891 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -7806942.000000 Penalty: 3573.693848
	Iteration 35Q: 3 clusters Score -7806942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -7806968.000000 Penalty: 3573.693848
	Iteration 36Q: 3 clusters Score -7806968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7807005.500000 Penalty: 3573.693848
	Iteration 37Q: 3 clusters Score -7807006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7807014.500000 Penalty: 3573.693848
	Iteration 38Q: 3 clusters Score -7807014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -7807055.500000 Penalty: 3573.693848
	Iteration 39Q: 3 clusters Score -7807056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7807096.000000 Penalty: 3573.693848
	Iteration 40F: 3 clusters Score -7807096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -7807123.000000 Penalty: 3573.693848
	Iteration 41Q: 3 clusters Score -7807123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -7807140.000000 Penalty: 3573.693848
	Iteration 42Q: 3 clusters Score -7807140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -7807144.000000 Penalty: 3573.693848
	Iteration 43Q: 3 clusters Score -7807144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -7807162.500000 Penalty: 3573.693848
	Iteration 44Q: 3 clusters Score -7807162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -7807177.000000 Penalty: 3573.693848
	Iteration 45Q: 3 clusters Score -7807177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -7807170.500000 Penalty: 3573.693848
	Iteration 46Q: 3 clusters Score -7807170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -7807173.500000 Penalty: 3573.693848
	Iteration 47Q: 3 clusters Score -7807174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7807188.000000 Penalty: 3573.693848
	Iteration 48Q: 3 clusters Score -7807188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -7807193.000000 Penalty: 3573.693848
	Iteration 49Q: 3 clusters Score -7807193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7807214.000000 Penalty: 3573.693848
	Iteration 50Q: 3 clusters Score -7807214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -7807217.000000 Penalty: 3573.693848
	Iteration 51Q: 3 clusters Score -7807217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -7807222.000000 Penalty: 3573.693848
	Iteration 52Q: 3 clusters Score -7807222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7807231.500000 Penalty: 3573.693848
	Iteration 53Q: 3 clusters Score -7807232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -7807233.000000 Penalty: 3573.693848
	Iteration 54Q: 3 clusters Score -7807233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -7807242.500000 Penalty: 3573.693848
	Iteration 55Q: 3 clusters Score -7807242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -7807245.500000 Penalty: 3573.693848
	Iteration 56Q: 3 clusters Score -7807246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -7807245.000000 Penalty: 3573.693848
	Iteration 57Q: 3 clusters Score -7807245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -7807248.000000 Penalty: 3573.693848
	Iteration 58Q: 3 clusters Score -7807248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -7807246.500000 Penalty: 3573.693848
	Iteration 59Q: 3 clusters Score -7807246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -7807243.000000 Penalty: 3573.693848
	Iteration 60F: 3 clusters Score -7807243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -7807243.500000 Penalty: 3573.693848
	Iteration 61Q: 3 clusters Score -7807244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -7807246.500000 Penalty: 3573.693848
	Iteration 62Q: 3 clusters Score -7807246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -7807240.500000 Penalty: 3573.693848
	Iteration 63Q: 3 clusters Score -7807240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -7807248.500000 Penalty: 3573.693848
	Iteration 64Q: 3 clusters Score -7807248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -7807249.000000 Penalty: 3573.693848
	Iteration 65Q: 3 clusters Score -7807249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -7807263.000000 Penalty: 3573.693848
	Iteration 66Q: 3 clusters Score -7807263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -7807263.500000 Penalty: 3573.693848
	Iteration 67Q: 3 clusters Score -7807264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -7807257.500000 Penalty: 3573.693848
	Iteration 68Q: 3 clusters Score -7807258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -7807258.000000 Penalty: 3573.693848
	Iteration 69Q: 3 clusters Score -7807258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -7807259.500000 Penalty: 3573.693848
	Iteration 70Q: 3 clusters Score -7807260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -7807270.000000 Penalty: 3573.693848
	Iteration 71Q: 3 clusters Score -7807270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -7807270.500000 Penalty: 3573.693848
	Iteration 72Q: 3 clusters Score -7807270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -7807269.000000 Penalty: 3573.693848
	Iteration 73Q: 3 clusters Score -7807269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -7807271.000000 Penalty: 3573.693848
	Iteration 74Q: 3 clusters Score -7807271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -7807270.500000 Penalty: 3573.693848
	Iteration 75Q: 3 clusters Score -7807270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -7807276.500000 Penalty: 3573.693848
	Iteration 76Q: 3 clusters Score -7807276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -7807273.500000 Penalty: 3573.693848
	Iteration 77Q: 3 clusters Score -7807274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -7807274.500000 Penalty: 3573.693848
	Iteration 78Q: 3 clusters Score -7807274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -7807276.000000 Penalty: 3573.693848
	Iteration 79Q: 3 clusters Score -7807276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -7807281.000000 Penalty: 3573.693848
	Iteration 80F: 3 clusters Score -7807281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7807279.500000 Penalty: 3573.693848
	Iteration 81Q: 3 clusters Score -7807280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -7807275.500000 Penalty: 3573.693848
	Iteration 82Q: 3 clusters Score -7807276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -7807283.000000 Penalty: 3573.693848
	Iteration 83Q: 3 clusters Score -7807283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -7807286.000000 Penalty: 3573.693848
	Iteration 84Q: 3 clusters Score -7807286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -7807282.500000 Penalty: 3573.693848
	Iteration 85Q: 3 clusters Score -7807282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -7807289.500000 Penalty: 3573.693848
	Iteration 86Q: 3 clusters Score -7807290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -7807289.000000 Penalty: 3573.693848
	Iteration 87Q: 3 clusters Score -7807289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -7807293.500000 Penalty: 3573.693848
	Iteration 88Q: 3 clusters Score -7807294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -7807297.000000 Penalty: 3573.693848
	Iteration 89Q: 3 clusters Score -7807297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -7807297.500000 Penalty: 3573.693848
	Iteration 90Q: 3 clusters Score -7807298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7807300.500000 Penalty: 3573.693848
	Iteration 91Q: 3 clusters Score -7807300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -7807296.500000 Penalty: 3573.693848
	Iteration 92Q: 3 clusters Score -7807296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -7807299.000000 Penalty: 3573.693848
	Iteration 93Q: 3 clusters Score -7807299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -7807296.500000 Penalty: 3573.693848
	Iteration 94Q: 3 clusters Score -7807296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -7807298.500000 Penalty: 3573.693848
	Iteration 95Q: 3 clusters Score -7807298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -7807293.000000 Penalty: 3573.693848
	Iteration 96Q: 3 clusters Score -7807293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -7807293.000000 Penalty: 3573.693848
	Iteration 97F: 3 clusters Score -7807293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -330094.468750 Penalty: 1280.261841
	Iteration 0F: 2 clusters Score -330094.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -327617.531250 Penalty: 2560.523682
	Iteration 0F: 3 clusters Score -327617.5 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -328247.937500 Penalty: 2560.523682
	Iteration 1F: 3 clusters Score -328247.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -328405.968750 Penalty: 2560.523682
	Iteration 2F: 3 clusters Score -328406 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -328516.750000 Penalty: 2560.523682
	Iteration 3F: 3 clusters Score -328516.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -328607.062500 Penalty: 2560.523682
	Iteration 4Q: 3 clusters Score -328607.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -328698.093750 Penalty: 2560.523682
	Iteration 5Q: 3 clusters Score -328698.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -328801.093750 Penalty: 2560.523682
	Iteration 6Q: 3 clusters Score -328801.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328911.468750 Penalty: 2560.523682
	Iteration 7Q: 3 clusters Score -328911.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -329057.625000 Penalty: 2560.523682
	Iteration 8Q: 3 clusters Score -329057.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -329189.593750 Penalty: 2560.523682
	Iteration 9Q: 3 clusters Score -329189.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -329267.437500 Penalty: 2560.523682
	Iteration 10Q: 3 clusters Score -329267.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -329310.718750 Penalty: 2560.523682
	Iteration 11Q: 3 clusters Score -329310.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -329331.937500 Penalty: 2560.523682
	Iteration 12Q: 3 clusters Score -329331.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329344.906250 Penalty: 2560.523682
	Iteration 13Q: 3 clusters Score -329344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329352.093750 Penalty: 2560.523682
	Iteration 14Q: 3 clusters Score -329352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -329355.906250 Penalty: 2560.523682
	Iteration 15Q: 3 clusters Score -329355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -329358.000000 Penalty: 2560.523682
	Iteration 16Q: 3 clusters Score -329358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -329362.781250 Penalty: 2560.523682
	Iteration 17Q: 3 clusters Score -329362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -329365.093750 Penalty: 2560.523682
	Iteration 18Q: 3 clusters Score -329365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -329368.937500 Penalty: 2560.523682
	Iteration 19Q: 3 clusters Score -329368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -329373.468750 Penalty: 2560.523682
	Iteration 20F: 3 clusters Score -329373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -329378.937500 Penalty: 2560.523682
	Iteration 21Q: 3 clusters Score -329378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -329386.062500 Penalty: 2560.523682
	Iteration 22Q: 3 clusters Score -329386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -329392.812500 Penalty: 2560.523682
	Iteration 23Q: 3 clusters Score -329392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -329399.093750 Penalty: 2560.523682
	Iteration 24Q: 3 clusters Score -329399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -329404.375000 Penalty: 2560.523682
	Iteration 25Q: 3 clusters Score -329404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -329410.343750 Penalty: 2560.523682
	Iteration 26Q: 3 clusters Score -329410.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -329420.187500 Penalty: 2560.523682
	Iteration 27Q: 3 clusters Score -329420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -329430.656250 Penalty: 2560.523682
	Iteration 28Q: 3 clusters Score -329430.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -329440.218750 Penalty: 2560.523682
	Iteration 29Q: 3 clusters Score -329440.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -329452.562500 Penalty: 2560.523682
	Iteration 30Q: 3 clusters Score -329452.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -329473.187500 Penalty: 2560.523682
	Iteration 31Q: 3 clusters Score -329473.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329496.156250 Penalty: 2560.523682
	Iteration 32Q: 3 clusters Score -329496.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -329531.750000 Penalty: 2560.523682
	Iteration 33Q: 3 clusters Score -329531.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -329590.968750 Penalty: 2560.523682
	Iteration 34Q: 3 clusters Score -329591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -329670.468750 Penalty: 2560.523682
	Iteration 35Q: 3 clusters Score -329670.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -329750.937500 Penalty: 2560.523682
	Iteration 36Q: 3 clusters Score -329750.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -329867.093750 Penalty: 2560.523682
	Iteration 37Q: 3 clusters Score -329867.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -329945.093750 Penalty: 2560.523682
	Iteration 38Q: 3 clusters Score -329945.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -329975.000000 Penalty: 2560.523682
	Iteration 39Q: 3 clusters Score -329975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -329997.218750 Penalty: 2560.523682
	Iteration 40F: 3 clusters Score -329997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -330004.500000 Penalty: 2560.523682
	Iteration 41Q: 3 clusters Score -330004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -330004.500000 Penalty: 2560.523682
	Iteration 42Q: 3 clusters Score -330004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -330004.500000 Penalty: 2560.523682
	Iteration 43F: 3 clusters Score -330004.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -981403.500000 Penalty: 1453.658813
	Iteration 0F: 2 clusters Score -981403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -975716.000000 Penalty: 2907.317627
	Iteration 0F: 3 clusters Score -975716 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -977504.687500 Penalty: 2907.317627
	Iteration 1F: 3 clusters Score -977504.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -977778.375000 Penalty: 2907.317627
	Iteration 2F: 3 clusters Score -977778.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -977986.812500 Penalty: 2907.317627
	Iteration 3F: 3 clusters Score -977986.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -978142.875000 Penalty: 2907.317627
	Iteration 4Q: 3 clusters Score -978142.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -978266.125000 Penalty: 2907.317627
	Iteration 5Q: 3 clusters Score -978266.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -978377.687500 Penalty: 2907.317627
	Iteration 6Q: 3 clusters Score -978377.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -978477.375000 Penalty: 2907.317627
	Iteration 7Q: 3 clusters Score -978477.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -978578.937500 Penalty: 2907.317627
	Iteration 8Q: 3 clusters Score -978578.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -978694.937500 Penalty: 2907.317627
	Iteration 9Q: 3 clusters Score -978694.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -978816.187500 Penalty: 2907.317627
	Iteration 10Q: 3 clusters Score -978816.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -978966.562500 Penalty: 2907.317627
	Iteration 11Q: 3 clusters Score -978966.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -979126.687500 Penalty: 2907.317627
	Iteration 12Q: 3 clusters Score -979126.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -979322.187500 Penalty: 2907.317627
	Iteration 13Q: 3 clusters Score -979322.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -979549.750000 Penalty: 2907.317627
	Iteration 14Q: 3 clusters Score -979549.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -979756.562500 Penalty: 2907.317627
	Iteration 15Q: 3 clusters Score -979756.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -979922.875000 Penalty: 2907.317627
	Iteration 16Q: 3 clusters Score -979922.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -980071.937500 Penalty: 2907.317627
	Iteration 17Q: 3 clusters Score -980071.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -980238.875000 Penalty: 2907.317627
	Iteration 18Q: 3 clusters Score -980238.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -980398.187500 Penalty: 2907.317627
	Iteration 19Q: 3 clusters Score -980398.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -980523.625000 Penalty: 2907.317627
	Iteration 20F: 3 clusters Score -980523.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -980613.812500 Penalty: 2907.317627
	Iteration 21Q: 3 clusters Score -980613.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -980676.125000 Penalty: 2907.317627
	Iteration 22Q: 3 clusters Score -980676.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -980710.937500 Penalty: 2907.317627
	Iteration 23Q: 3 clusters Score -980710.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -980740.937500 Penalty: 2907.317627
	Iteration 24Q: 3 clusters Score -980740.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -980759.500000 Penalty: 2907.317627
	Iteration 25Q: 3 clusters Score -980759.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -980768.250000 Penalty: 2907.317627
	Iteration 26Q: 3 clusters Score -980768.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -980774.125000 Penalty: 2907.317627
	Iteration 27Q: 3 clusters Score -980774.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -980779.187500 Penalty: 2907.317627
	Iteration 28Q: 3 clusters Score -980779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -980783.000000 Penalty: 2907.317627
	Iteration 29Q: 3 clusters Score -980783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -980784.562500 Penalty: 2907.317627
	Iteration 30Q: 3 clusters Score -980784.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -980787.687500 Penalty: 2907.317627
	Iteration 31Q: 3 clusters Score -980787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -980790.187500 Penalty: 2907.317627
	Iteration 32Q: 3 clusters Score -980790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -980791.062500 Penalty: 2907.317627
	Iteration 33Q: 3 clusters Score -980791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -980792.500000 Penalty: 2907.317627
	Iteration 34Q: 3 clusters Score -980792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -980794.687500 Penalty: 2907.317627
	Iteration 35Q: 3 clusters Score -980794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -980794.062500 Penalty: 2907.317627
	Iteration 36Q: 3 clusters Score -980794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -980797.437500 Penalty: 2907.317627
	Iteration 37Q: 3 clusters Score -980797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -980798.687500 Penalty: 2907.317627
	Iteration 38Q: 3 clusters Score -980798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -980800.812500 Penalty: 2907.317627
	Iteration 39Q: 3 clusters Score -980800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -980800.812500 Penalty: 2907.317627
	Iteration 40F: 3 clusters Score -980800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (79699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Entering Unmasked Estep 
Score: -10547501.000000 Penalty: 1833.977051
	Iteration 0F: 2 clusters Score -1.05475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -10499365.000000 Penalty: 3667.954102
	Iteration 0F: 3 clusters Score -1.049936e+07 nChanged 37967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -10522116.000000 Penalty: 3667.954102
	Iteration 1F: 3 clusters Score -1.052212e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -10523630.000000 Penalty: 3667.954102
	Iteration 2Q: 3 clusters Score -1.052363e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -10525738.000000 Penalty: 3667.954102
	Iteration 3F: 3 clusters Score -1.052574e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -10528691.000000 Penalty: 3667.954102
	Iteration 4F: 3 clusters Score -1.052869e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -10532418.000000 Penalty: 3667.954102
	Iteration 5F: 3 clusters Score -1.053242e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -10536320.000000 Penalty: 3667.954102
	Iteration 6F: 3 clusters Score -1.053632e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -10540252.000000 Penalty: 3667.954102
	Iteration 7F: 3 clusters Score -1.054025e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -10543296.000000 Penalty: 3667.954102
	Iteration 8Q: 3 clusters Score -1.05433e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -10545170.000000 Penalty: 3667.954102
	Iteration 9Q: 3 clusters Score -1.054517e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -10546265.000000 Penalty: 3667.954102
	Iteration 10Q: 3 clusters Score -1.054626e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -10546751.000000 Penalty: 3667.954102
	Iteration 11Q: 3 clusters Score -1.054675e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -10547058.000000 Penalty: 3667.954102
	Iteration 12Q: 3 clusters Score -1.054706e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -10547258.000000 Penalty: 3667.954102
	Iteration 13Q: 3 clusters Score -1.054726e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -10547381.000000 Penalty: 3667.954102
	Iteration 14Q: 3 clusters Score -1.054738e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -10547426.000000 Penalty: 3667.954102
	Iteration 15Q: 3 clusters Score -1.054743e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -10547509.000000 Penalty: 3667.954102
	Iteration 16Q: 3 clusters Score -1.054751e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -10547572.000000 Penalty: 3667.954102
	Iteration 17Q: 3 clusters Score -1.054757e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -10547584.000000 Penalty: 3667.954102
	Iteration 18Q: 3 clusters Score -1.054758e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -10547590.000000 Penalty: 3667.954102
	Iteration 19Q: 3 clusters Score -1.054759e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -10547587.000000 Penalty: 3667.954102
	Iteration 20F: 3 clusters Score -1.054759e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -10547590.000000 Penalty: 3667.954102
	Iteration 21Q: 3 clusters Score -1.054759e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -10547578.000000 Penalty: 3667.954102
	Iteration 22Q: 3 clusters Score -1.054758e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -10547577.000000 Penalty: 3667.954102
	Iteration 23Q: 3 clusters Score -1.054758e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -10547576.000000 Penalty: 3667.954102
	Iteration 24Q: 3 clusters Score -1.054758e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -10547595.000000 Penalty: 3667.954102
	Iteration 25Q: 3 clusters Score -1.05476e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -10547562.000000 Penalty: 3667.954102
	Iteration 26Q: 3 clusters Score -1.054756e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -10547547.000000 Penalty: 3667.954102
	Iteration 27Q: 3 clusters Score -1.054755e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -10547504.000000 Penalty: 3667.954102
	Iteration 28Q: 3 clusters Score -1.05475e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -10547496.000000 Penalty: 3667.954102
	Iteration 29Q: 3 clusters Score -1.05475e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -10547458.000000 Penalty: 3667.954102
	Iteration 30Q: 3 clusters Score -1.054746e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -10547459.000000 Penalty: 3667.954102
	Iteration 31Q: 3 clusters Score -1.054746e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -10547448.000000 Penalty: 3667.954102
	Iteration 32Q: 3 clusters Score -1.054745e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -10547425.000000 Penalty: 3667.954102
	Iteration 33Q: 3 clusters Score -1.054742e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -10547388.000000 Penalty: 3667.954102
	Iteration 34Q: 3 clusters Score -1.054739e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -10547394.000000 Penalty: 3667.954102
	Iteration 35Q: 3 clusters Score -1.054739e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -10547392.000000 Penalty: 3667.954102
	Iteration 36Q: 3 clusters Score -1.054739e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -10547416.000000 Penalty: 3667.954102
	Iteration 37Q: 3 clusters Score -1.054742e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -10547405.000000 Penalty: 3667.954102
	Iteration 38Q: 3 clusters Score -1.05474e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -10547400.000000 Penalty: 3667.954102
	Iteration 39Q: 3 clusters Score -1.05474e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -10547413.000000 Penalty: 3667.954102
	Iteration 40F: 3 clusters Score -1.054741e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -10547416.000000 Penalty: 3667.954102
	Iteration 41Q: 3 clusters Score -1.054742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -10547417.000000 Penalty: 3667.954102
	Iteration 42Q: 3 clusters Score -1.054742e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -10547408.000000 Penalty: 3667.954102
	Iteration 43Q: 3 clusters Score -1.054741e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -10547390.000000 Penalty: 3667.954102
	Iteration 44Q: 3 clusters Score -1.054739e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -10547380.000000 Penalty: 3667.954102
	Iteration 45Q: 3 clusters Score -1.054738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -10547364.000000 Penalty: 3667.954102
	Iteration 46Q: 3 clusters Score -1.054736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -10547364.000000 Penalty: 3667.954102
	Iteration 47Q: 3 clusters Score -1.054736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -10547369.000000 Penalty: 3667.954102
	Iteration 48Q: 3 clusters Score -1.054737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -10547362.000000 Penalty: 3667.954102
	Iteration 49Q: 3 clusters Score -1.054736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -10547355.000000 Penalty: 3667.954102
	Iteration 50Q: 3 clusters Score -1.054736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -10547361.000000 Penalty: 3667.954102
	Iteration 51Q: 3 clusters Score -1.054736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -10547377.000000 Penalty: 3667.954102
	Iteration 52Q: 3 clusters Score -1.054738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -10547380.000000 Penalty: 3667.954102
	Iteration 53Q: 3 clusters Score -1.054738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -10547378.000000 Penalty: 3667.954102
	Iteration 54Q: 3 clusters Score -1.054738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -10547381.000000 Penalty: 3667.954102
	Iteration 55Q: 3 clusters Score -1.054738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -10547376.000000 Penalty: 3667.954102
	Iteration 56Q: 3 clusters Score -1.054738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -10547361.000000 Penalty: 3667.954102
	Iteration 57Q: 3 clusters Score -1.054736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -10547366.000000 Penalty: 3667.954102
	Iteration 58Q: 3 clusters Score -1.054737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -10547373.000000 Penalty: 3667.954102
	Iteration 59Q: 3 clusters Score -1.054737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -10547364.000000 Penalty: 3667.954102
	Iteration 60F: 3 clusters Score -1.054736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -10547361.000000 Penalty: 3667.954102
	Iteration 61Q: 3 clusters Score -1.054736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -10547360.000000 Penalty: 3667.954102
	Iteration 62Q: 3 clusters Score -1.054736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -10547357.000000 Penalty: 3667.954102
	Iteration 63Q: 3 clusters Score -1.054736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -10547354.000000 Penalty: 3667.954102
	Iteration 64Q: 3 clusters Score -1.054735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -10547357.000000 Penalty: 3667.954102
	Iteration 65Q: 3 clusters Score -1.054736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -10547363.000000 Penalty: 3667.954102
	Iteration 66Q: 3 clusters Score -1.054736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -10547346.000000 Penalty: 3667.954102
	Iteration 67Q: 3 clusters Score -1.054735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -10547352.000000 Penalty: 3667.954102
	Iteration 68Q: 3 clusters Score -1.054735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -10547350.000000 Penalty: 3667.954102
	Iteration 69Q: 3 clusters Score -1.054735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -10547357.000000 Penalty: 3667.954102
	Iteration 70Q: 3 clusters Score -1.054736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -10547359.000000 Penalty: 3667.954102
	Iteration 71Q: 3 clusters Score -1.054736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 70766 members 
Entering Unmasked Estep 
Score: -10547359.000000 Penalty: 3667.954102
	Iteration 72Q: 3 clusters Score -1.054736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -10547360.000000 Penalty: 3667.954102
	Iteration 73Q: 3 clusters Score -1.054736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -10547353.000000 Penalty: 3667.954102
	Iteration 74Q: 3 clusters Score -1.054735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -10547350.000000 Penalty: 3667.954102
	Iteration 75Q: 3 clusters Score -1.054735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -10547342.000000 Penalty: 3667.954102
	Iteration 76Q: 3 clusters Score -1.054734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -10547342.000000 Penalty: 3667.954102
	Iteration 77F: 3 clusters Score -1.054734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1572249.125000 Penalty: 1533.745117
	Iteration 0F: 2 clusters Score -1572249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1563431.250000 Penalty: 3067.490234
	Iteration 0F: 3 clusters Score -1563431 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1566344.625000 Penalty: 3067.490234
	Iteration 1F: 3 clusters Score -1566345 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1566588.500000 Penalty: 3067.490234
	Iteration 2F: 3 clusters Score -1566588 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1566797.625000 Penalty: 3067.490234
	Iteration 3Q: 3 clusters Score -1566798 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1566965.000000 Penalty: 3067.490234
	Iteration 4Q: 3 clusters Score -1566965 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1567116.000000 Penalty: 3067.490234
	Iteration 5Q: 3 clusters Score -1567116 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1567274.625000 Penalty: 3067.490234
	Iteration 6Q: 3 clusters Score -1567275 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1567446.750000 Penalty: 3067.490234
	Iteration 7Q: 3 clusters Score -1567447 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1567644.125000 Penalty: 3067.490234
	Iteration 8Q: 3 clusters Score -1567644 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1567900.625000 Penalty: 3067.490234
	Iteration 9Q: 3 clusters Score -1567901 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1568225.750000 Penalty: 3067.490234
	Iteration 10Q: 3 clusters Score -1568226 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1568686.250000 Penalty: 3067.490234
	Iteration 11F: 3 clusters Score -1568686 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1569253.875000 Penalty: 3067.490234
	Iteration 12F: 3 clusters Score -1569254 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1569811.500000 Penalty: 3067.490234
	Iteration 13F: 3 clusters Score -1569812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1570210.125000 Penalty: 3067.490234
	Iteration 14Q: 3 clusters Score -1570210 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1570490.125000 Penalty: 3067.490234
	Iteration 15Q: 3 clusters Score -1570490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1570675.875000 Penalty: 3067.490234
	Iteration 16Q: 3 clusters Score -1570676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1570764.125000 Penalty: 3067.490234
	Iteration 17Q: 3 clusters Score -1570764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1570816.250000 Penalty: 3067.490234
	Iteration 18Q: 3 clusters Score -1570816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1570854.875000 Penalty: 3067.490234
	Iteration 19Q: 3 clusters Score -1570855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1570880.125000 Penalty: 3067.490234
	Iteration 20F: 3 clusters Score -1570880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1570900.125000 Penalty: 3067.490234
	Iteration 21Q: 3 clusters Score -1570900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1570915.875000 Penalty: 3067.490234
	Iteration 22Q: 3 clusters Score -1570916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1570927.750000 Penalty: 3067.490234
	Iteration 23Q: 3 clusters Score -1570928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1570931.000000 Penalty: 3067.490234
	Iteration 24Q: 3 clusters Score -1570931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1570931.375000 Penalty: 3067.490234
	Iteration 25Q: 3 clusters Score -1570931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1570931.375000 Penalty: 3067.490234
	Iteration 26F: 3 clusters Score -1570931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (71125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Entering Unmasked Estep 
Score: -9457697.000000 Penalty: 1815.481567
	Iteration 0F: 2 clusters Score -9457697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -9412236.000000 Penalty: 3630.963135
	Iteration 0F: 3 clusters Score -9412236 nChanged 33790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -9431923.000000 Penalty: 3630.963135
	Iteration 1F: 3 clusters Score -9431923 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -9432862.000000 Penalty: 3630.963135
	Iteration 2Q: 3 clusters Score -9432862 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -9434169.000000 Penalty: 3630.963135
	Iteration 3Q: 3 clusters Score -9434169 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -9436321.000000 Penalty: 3630.963135
	Iteration 4F: 3 clusters Score -9436321 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -9439845.000000 Penalty: 3630.963135
	Iteration 5F: 3 clusters Score -9439845 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -9444999.000000 Penalty: 3630.963135
	Iteration 6F: 3 clusters Score -9444999 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -9449731.000000 Penalty: 3630.963135
	Iteration 7F: 3 clusters Score -9449731 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -9452459.000000 Penalty: 3630.963135
	Iteration 8F: 3 clusters Score -9452459 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -9453714.000000 Penalty: 3630.963135
	Iteration 9Q: 3 clusters Score -9453714 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -9454526.000000 Penalty: 3630.963135
	Iteration 10Q: 3 clusters Score -9454526 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -9455051.000000 Penalty: 3630.963135
	Iteration 11Q: 3 clusters Score -9455051 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -9455383.000000 Penalty: 3630.963135
	Iteration 12Q: 3 clusters Score -9455383 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -9455648.000000 Penalty: 3630.963135
	Iteration 13Q: 3 clusters Score -9455648 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -9455807.000000 Penalty: 3630.963135
	Iteration 14Q: 3 clusters Score -9455807 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -9455928.000000 Penalty: 3630.963135
	Iteration 15Q: 3 clusters Score -9455928 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9455934.000000 Penalty: 3630.963135
	Iteration 16Q: 3 clusters Score -9455934 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -9456028.000000 Penalty: 3630.963135
	Iteration 17Q: 3 clusters Score -9456028 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -9456105.000000 Penalty: 3630.963135
	Iteration 18Q: 3 clusters Score -9456105 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -9456167.000000 Penalty: 3630.963135
	Iteration 19Q: 3 clusters Score -9456167 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -9456204.000000 Penalty: 3630.963135
	Iteration 20F: 3 clusters Score -9456204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -9456198.000000 Penalty: 3630.963135
	Iteration 21Q: 3 clusters Score -9456198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -9456225.000000 Penalty: 3630.963135
	Iteration 22Q: 3 clusters Score -9456225 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -9456258.000000 Penalty: 3630.963135
	Iteration 23Q: 3 clusters Score -9456258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -9456254.000000 Penalty: 3630.963135
	Iteration 24Q: 3 clusters Score -9456254 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -9456255.000000 Penalty: 3630.963135
	Iteration 25Q: 3 clusters Score -9456255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -9456275.000000 Penalty: 3630.963135
	Iteration 26Q: 3 clusters Score -9456275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -9456283.000000 Penalty: 3630.963135
	Iteration 27Q: 3 clusters Score -9456283 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -9456282.000000 Penalty: 3630.963135
	Iteration 28Q: 3 clusters Score -9456282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -9456301.000000 Penalty: 3630.963135
	Iteration 29Q: 3 clusters Score -9456301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -9456305.000000 Penalty: 3630.963135
	Iteration 30Q: 3 clusters Score -9456305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -9456285.000000 Penalty: 3630.963135
	Iteration 31Q: 3 clusters Score -9456285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -9456292.000000 Penalty: 3630.963135
	Iteration 32Q: 3 clusters Score -9456292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -9456267.000000 Penalty: 3630.963135
	Iteration 33Q: 3 clusters Score -9456267 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -9456275.000000 Penalty: 3630.963135
	Iteration 34Q: 3 clusters Score -9456275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -9456284.000000 Penalty: 3630.963135
	Iteration 35Q: 3 clusters Score -9456284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -9456286.000000 Penalty: 3630.963135
	Iteration 36Q: 3 clusters Score -9456286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -9456289.000000 Penalty: 3630.963135
	Iteration 37Q: 3 clusters Score -9456289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -9456295.000000 Penalty: 3630.963135
	Iteration 38Q: 3 clusters Score -9456295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -9456311.000000 Penalty: 3630.963135
	Iteration 39Q: 3 clusters Score -9456311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -9456292.000000 Penalty: 3630.963135
	Iteration 40F: 3 clusters Score -9456292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -9456301.000000 Penalty: 3630.963135
	Iteration 41Q: 3 clusters Score -9456301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -9456316.000000 Penalty: 3630.963135
	Iteration 42Q: 3 clusters Score -9456316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -9456331.000000 Penalty: 3630.963135
	Iteration 43Q: 3 clusters Score -9456331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -9456325.000000 Penalty: 3630.963135
	Iteration 44Q: 3 clusters Score -9456325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -9456333.000000 Penalty: 3630.963135
	Iteration 45Q: 3 clusters Score -9456333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -9456329.000000 Penalty: 3630.963135
	Iteration 46Q: 3 clusters Score -9456329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -9456327.000000 Penalty: 3630.963135
	Iteration 47Q: 3 clusters Score -9456327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -9456352.000000 Penalty: 3630.963135
	Iteration 48Q: 3 clusters Score -9456352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -9456360.000000 Penalty: 3630.963135
	Iteration 49Q: 3 clusters Score -9456360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -9456350.000000 Penalty: 3630.963135
	Iteration 50Q: 3 clusters Score -9456350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -9456351.000000 Penalty: 3630.963135
	Iteration 51Q: 3 clusters Score -9456351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -9456361.000000 Penalty: 3630.963135
	Iteration 52Q: 3 clusters Score -9456361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -9456352.000000 Penalty: 3630.963135
	Iteration 53Q: 3 clusters Score -9456352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -9456350.000000 Penalty: 3630.963135
	Iteration 54Q: 3 clusters Score -9456350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -9456355.000000 Penalty: 3630.963135
	Iteration 55Q: 3 clusters Score -9456355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -9456359.000000 Penalty: 3630.963135
	Iteration 56Q: 3 clusters Score -9456359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -9456366.000000 Penalty: 3630.963135
	Iteration 57Q: 3 clusters Score -9456366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -9456355.000000 Penalty: 3630.963135
	Iteration 58Q: 3 clusters Score -9456355 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -9456372.000000 Penalty: 3630.963135
	Iteration 59Q: 3 clusters Score -9456372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -9456370.000000 Penalty: 3630.963135
	Iteration 60F: 3 clusters Score -9456370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -9456398.000000 Penalty: 3630.963135
	Iteration 61Q: 3 clusters Score -9456398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -9456386.000000 Penalty: 3630.963135
	Iteration 62Q: 3 clusters Score -9456386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -9456380.000000 Penalty: 3630.963135
	Iteration 63Q: 3 clusters Score -9456380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9456380 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9456359 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9456359 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9456359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9456369 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -9456385.000000 Penalty: 3630.963135
	Iteration 69Q: 3 clusters Score -9456385 nChanged 55
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Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9456377 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9456383 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9456376 nChanged 50
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Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9456394 nChanged 50
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Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9456378 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9456377 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9456359 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9456377 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9456386 nChanged 36
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Mstep: Class 1 contains 14053 members 
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	Iteration 79Q: 3 clusters Score -9456386 nChanged 32
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Mstep: Class 1 contains 14021 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9456387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9456380 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9456380 nChanged 26
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Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9456390 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13923 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9456402 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9456387 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9456383 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9456396 nChanged 29
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Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9456383 nChanged 34
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Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9456409 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9456395 nChanged 46
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Mstep: Class 1 contains 13692 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13653 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13574 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9456434 nChanged 38
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Mstep: Class 1 contains 13540 members 
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	Iteration 95Q: 3 clusters Score -9456440 nChanged 33
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Mstep: Class 1 contains 13511 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13489 members 
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Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13448 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9456445 nChanged 26
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Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 57724 members 
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	Iteration 101Q: 3 clusters Score -9456440 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13374 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9456462 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9456479 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13301 members 
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	Iteration 104Q: 3 clusters Score -9456485 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 57849 members 
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	Iteration 105Q: 3 clusters Score -9456480 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13230 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9456480 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9456474 nChanged 15
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Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 57919 members 
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Entering Unmasked Mstep 
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	Iteration 111Q: 3 clusters Score -9456480 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9456496 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9456509 nChanged 34
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Mstep: Class 1 contains 13100 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9456526 nChanged 32
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Mstep: Class 1 contains 13068 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9456536 nChanged 26
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Mstep: Class 1 contains 13042 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9456540 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9456525 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9456548 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9456545 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9456547 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9456543 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9456539 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9456538 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9456528 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9456536 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9456531 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9456524 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9456533 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9456528 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9456535 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9456531 nChanged 5
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Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9456532 nChanged 6
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Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9456537 nChanged 5
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Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9456542 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9456531 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9456553 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9456551 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9456557 nChanged 15
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Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9456568 nChanged 12
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Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9456559 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9456554 nChanged 10
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Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9456546 nChanged 10
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Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9456547 nChanged 6
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Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9456542 nChanged 11
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Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9456547 nChanged 17
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Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9456560 nChanged 26
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Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9456570 nChanged 38
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9456572 nChanged 36
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9456578 nChanged 40
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Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9456573 nChanged 58
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Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9456586 nChanged 72
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Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9456594 nChanged 68
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Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9456596 nChanged 78
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Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9456579 nChanged 93
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Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9456589 nChanged 111
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Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9456589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9456583 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9456571 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9456574 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -9456534.000000 Penalty: 3630.963135
	Iteration 160F: 3 clusters Score -9456534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9456518 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9456505 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9456505 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9456509 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -9456512.000000 Penalty: 3630.963135
	Iteration 165Q: 3 clusters Score -9456512 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9456518 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -9456521.000000 Penalty: 3630.963135
	Iteration 167Q: 3 clusters Score -9456521 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9456512 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -9456502.000000 Penalty: 3630.963135
	Iteration 169Q: 3 clusters Score -9456502 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -9456523.000000 Penalty: 3630.963135
	Iteration 170Q: 3 clusters Score -9456523 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9456487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9456504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -9456513.000000 Penalty: 3630.963135
	Iteration 173Q: 3 clusters Score -9456513 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9456567 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -9456551.000000 Penalty: 3630.963135
	Iteration 175Q: 3 clusters Score -9456551 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9456529 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9456518 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9456499 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -9456520.000000 Penalty: 3630.963135
	Iteration 179Q: 3 clusters Score -9456520 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -9456531.000000 Penalty: 3630.963135
	Iteration 180F: 3 clusters Score -9456531 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9456524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9456504 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -9456511.000000 Penalty: 3630.963135
	Iteration 183Q: 3 clusters Score -9456511 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9456538 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9456541 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9456542 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9456542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9456545 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9456574 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9456585 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9456561 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9456567 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9456571 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9456583 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9456598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9456620 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -9456615.000000 Penalty: 3630.963135
	Iteration 197Q: 3 clusters Score -9456615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -9456637.000000 Penalty: 3630.963135
	Iteration 198Q: 3 clusters Score -9456637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -9456614.000000 Penalty: 3630.963135
	Iteration 199Q: 3 clusters Score -9456614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -9456622.000000 Penalty: 3630.963135
	Iteration 200F: 3 clusters Score -9456622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -9456633.000000 Penalty: 3630.963135
	Iteration 201Q: 3 clusters Score -9456633 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9456636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9456657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -9456638.000000 Penalty: 3630.963135
	Iteration 204Q: 3 clusters Score -9456638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -9456613.000000 Penalty: 3630.963135
	Iteration 205Q: 3 clusters Score -9456613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -9456619.000000 Penalty: 3630.963135
	Iteration 206Q: 3 clusters Score -9456619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9456622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -9456616.000000 Penalty: 3630.963135
	Iteration 208Q: 3 clusters Score -9456616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9456618 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -9456609.000000 Penalty: 3630.963135
	Iteration 210Q: 3 clusters Score -9456609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -9456592.000000 Penalty: 3630.963135
	Iteration 211Q: 3 clusters Score -9456592 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9456578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9456582 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9456606 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9456617 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9456609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -9456623.000000 Penalty: 3630.963135
	Iteration 217Q: 3 clusters Score -9456623 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9456620 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9456613.000000 Penalty: 3630.963135
	Iteration 219Q: 3 clusters Score -9456613 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -9456610.000000 Penalty: 3630.963135
	Iteration 220F: 3 clusters Score -9456610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9456613 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9456617 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -9456614.000000 Penalty: 3630.963135
	Iteration 223Q: 3 clusters Score -9456614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -9456616.000000 Penalty: 3630.963135
	Iteration 224Q: 3 clusters Score -9456616 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9456620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9456617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9456619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9456619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9456617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9456617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -9456622.000000 Penalty: 3630.963135
	Iteration 231Q: 3 clusters Score -9456622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9456616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -9456621.000000 Penalty: 3630.963135
	Iteration 233Q: 3 clusters Score -9456621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9456629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9456620 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9456621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -9456615.000000 Penalty: 3630.963135
	Iteration 237Q: 3 clusters Score -9456615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -9456608.000000 Penalty: 3630.963135
	Iteration 238Q: 3 clusters Score -9456608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9456607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9456607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -9456617.000000 Penalty: 3630.963135
	Iteration 241Q: 3 clusters Score -9456617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9456620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -9456619.000000 Penalty: 3630.963135
	Iteration 243Q: 3 clusters Score -9456619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -9456628.000000 Penalty: 3630.963135
	Iteration 244Q: 3 clusters Score -9456628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9456629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -9456630.000000 Penalty: 3630.963135
	Iteration 246Q: 3 clusters Score -9456630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -9456624.000000 Penalty: 3630.963135
	Iteration 247Q: 3 clusters Score -9456624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -9456632.000000 Penalty: 3630.963135
	Iteration 248Q: 3 clusters Score -9456632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -9456634.000000 Penalty: 3630.963135
	Iteration 249Q: 3 clusters Score -9456634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -9456632.000000 Penalty: 3630.963135
	Iteration 250Q: 3 clusters Score -9456632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -9456632.000000 Penalty: 3630.963135
	Iteration 251Q: 3 clusters Score -9456632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -9456633.000000 Penalty: 3630.963135
	Iteration 252Q: 3 clusters Score -9456633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -9456630.000000 Penalty: 3630.963135
	Iteration 253Q: 3 clusters Score -9456630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -9456631.000000 Penalty: 3630.963135
	Iteration 254Q: 3 clusters Score -9456631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -9456629.000000 Penalty: 3630.963135
	Iteration 255Q: 3 clusters Score -9456629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -9456631.000000 Penalty: 3630.963135
	Iteration 256Q: 3 clusters Score -9456631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -9456625.000000 Penalty: 3630.963135
	Iteration 257Q: 3 clusters Score -9456625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -9456628.000000 Penalty: 3630.963135
	Iteration 258Q: 3 clusters Score -9456628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -9456627.000000 Penalty: 3630.963135
	Iteration 259Q: 3 clusters Score -9456627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -9456627.000000 Penalty: 3630.963135
	Iteration 260F: 3 clusters Score -9456627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -9456625.000000 Penalty: 3630.963135
	Iteration 261Q: 3 clusters Score -9456625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -9456637.000000 Penalty: 3630.963135
	Iteration 262Q: 3 clusters Score -9456637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -9456626.000000 Penalty: 3630.963135
	Iteration 263Q: 3 clusters Score -9456626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -9456620.000000 Penalty: 3630.963135
	Iteration 264Q: 3 clusters Score -9456620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -9456618.000000 Penalty: 3630.963135
	Iteration 265Q: 3 clusters Score -9456618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -9456620.000000 Penalty: 3630.963135
	Iteration 266Q: 3 clusters Score -9456620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9456622.000000 Penalty: 3630.963135
	Iteration 267Q: 3 clusters Score -9456622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -9456623.000000 Penalty: 3630.963135
	Iteration 268Q: 3 clusters Score -9456623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -9456618.000000 Penalty: 3630.963135
	Iteration 269Q: 3 clusters Score -9456618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -9456619.000000 Penalty: 3630.963135
	Iteration 270Q: 3 clusters Score -9456619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -9456614.000000 Penalty: 3630.963135
	Iteration 271Q: 3 clusters Score -9456614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -9456612.000000 Penalty: 3630.963135
	Iteration 272Q: 3 clusters Score -9456612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -9456619.000000 Penalty: 3630.963135
	Iteration 273Q: 3 clusters Score -9456619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -9456617.000000 Penalty: 3630.963135
	Iteration 274Q: 3 clusters Score -9456617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -9456621.000000 Penalty: 3630.963135
	Iteration 275Q: 3 clusters Score -9456621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -9456618.000000 Penalty: 3630.963135
	Iteration 276Q: 3 clusters Score -9456618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -9456620.000000 Penalty: 3630.963135
	Iteration 277Q: 3 clusters Score -9456620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -9456618.000000 Penalty: 3630.963135
	Iteration 278Q: 3 clusters Score -9456618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -9456619.000000 Penalty: 3630.963135
	Iteration 279Q: 3 clusters Score -9456619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -9456622.000000 Penalty: 3630.963135
	Iteration 280F: 3 clusters Score -9456622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9456620.000000 Penalty: 3630.963135
	Iteration 281Q: 3 clusters Score -9456620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -9456626.000000 Penalty: 3630.963135
	Iteration 282Q: 3 clusters Score -9456626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -9456618.000000 Penalty: 3630.963135
	Iteration 283Q: 3 clusters Score -9456618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9456617.000000 Penalty: 3630.963135
	Iteration 284Q: 3 clusters Score -9456617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -9456613.000000 Penalty: 3630.963135
	Iteration 285Q: 3 clusters Score -9456613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9456611.000000 Penalty: 3630.963135
	Iteration 286Q: 3 clusters Score -9456611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -9456611.000000 Penalty: 3630.963135
	Iteration 287Q: 3 clusters Score -9456611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -9456608.000000 Penalty: 3630.963135
	Iteration 288Q: 3 clusters Score -9456608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -9456608.000000 Penalty: 3630.963135
	Iteration 289F: 3 clusters Score -9456608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1180418.125000 Penalty: 1475.741089
	Iteration 0F: 2 clusters Score -1180418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1174071.000000 Penalty: 2951.482178
	Iteration 0F: 3 clusters Score -1174071 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1176106.250000 Penalty: 2951.482178
	Iteration 1F: 3 clusters Score -1176106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1176310.000000 Penalty: 2951.482178
	Iteration 2F: 3 clusters Score -1176310 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1176471.625000 Penalty: 2951.482178
	Iteration 3Q: 3 clusters Score -1176472 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1176638.750000 Penalty: 2951.482178
	Iteration 4Q: 3 clusters Score -1176639 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1176819.250000 Penalty: 2951.482178
	Iteration 5Q: 3 clusters Score -1176819 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1177015.250000 Penalty: 2951.482178
	Iteration 6Q: 3 clusters Score -1177015 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1177261.000000 Penalty: 2951.482178
	Iteration 7Q: 3 clusters Score -1177261 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1177584.875000 Penalty: 2951.482178
	Iteration 8F: 3 clusters Score -1177585 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1177949.750000 Penalty: 2951.482178
	Iteration 9F: 3 clusters Score -1177950 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1178349.875000 Penalty: 2951.482178
	Iteration 10F: 3 clusters Score -1178350 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1178679.250000 Penalty: 2951.482178
	Iteration 11Q: 3 clusters Score -1178679 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1178882.250000 Penalty: 2951.482178
	Iteration 12Q: 3 clusters Score -1178882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1178981.125000 Penalty: 2951.482178
	Iteration 13Q: 3 clusters Score -1178981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1179042.250000 Penalty: 2951.482178
	Iteration 14Q: 3 clusters Score -1179042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1179091.750000 Penalty: 2951.482178
	Iteration 15Q: 3 clusters Score -1179092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1179116.500000 Penalty: 2951.482178
	Iteration 16Q: 3 clusters Score -1179116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1179137.500000 Penalty: 2951.482178
	Iteration 17Q: 3 clusters Score -1179138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1179156.375000 Penalty: 2951.482178
	Iteration 18Q: 3 clusters Score -1179156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1179158.625000 Penalty: 2951.482178
	Iteration 19Q: 3 clusters Score -1179159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1179165.000000 Penalty: 2951.482178
	Iteration 20F: 3 clusters Score -1179165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1179167.375000 Penalty: 2951.482178
	Iteration 21Q: 3 clusters Score -1179167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1179168.375000 Penalty: 2951.482178
	Iteration 22Q: 3 clusters Score -1179168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1179168.375000 Penalty: 2951.482178
	Iteration 23F: 3 clusters Score -1179168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Entering Unmasked Estep 
Score: -2624106.750000 Penalty: 1607.437134
	Iteration 0F: 2 clusters Score -2624107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2610679.000000 Penalty: 3214.874268
	Iteration 0F: 3 clusters Score -2610679 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2615473.000000 Penalty: 3214.874268
	Iteration 1F: 3 clusters Score -2615473 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2615741.250000 Penalty: 3214.874268
	Iteration 2Q: 3 clusters Score -2615741 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2615959.000000 Penalty: 3214.874268
	Iteration 3Q: 3 clusters Score -2615959 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2616127.500000 Penalty: 3214.874268
	Iteration 4Q: 3 clusters Score -2616128 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2616297.000000 Penalty: 3214.874268
	Iteration 5Q: 3 clusters Score -2616297 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2616431.750000 Penalty: 3214.874268
	Iteration 6Q: 3 clusters Score -2616432 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2616614.500000 Penalty: 3214.874268
	Iteration 7Q: 3 clusters Score -2616614 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2616839.250000 Penalty: 3214.874268
	Iteration 8Q: 3 clusters Score -2616839 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2617149.500000 Penalty: 3214.874268
	Iteration 9Q: 3 clusters Score -2617150 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2617594.250000 Penalty: 3214.874268
	Iteration 10Q: 3 clusters Score -2617594 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2618195.750000 Penalty: 3214.874268
	Iteration 11Q: 3 clusters Score -2618196 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2618913.750000 Penalty: 3214.874268
	Iteration 12Q: 3 clusters Score -2618914 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2619728.500000 Penalty: 3214.874268
	Iteration 13Q: 3 clusters Score -2619728 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2620446.250000 Penalty: 3214.874268
	Iteration 14Q: 3 clusters Score -2620446 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2621005.000000 Penalty: 3214.874268
	Iteration 15Q: 3 clusters Score -2621005 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2621438.250000 Penalty: 3214.874268
	Iteration 16Q: 3 clusters Score -2621438 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2621776.000000 Penalty: 3214.874268
	Iteration 17Q: 3 clusters Score -2621776 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2622045.250000 Penalty: 3214.874268
	Iteration 18Q: 3 clusters Score -2622045 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2622258.750000 Penalty: 3214.874268
	Iteration 19Q: 3 clusters Score -2622259 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2622391.500000 Penalty: 3214.874268
	Iteration 20F: 3 clusters Score -2622392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2622480.250000 Penalty: 3214.874268
	Iteration 21Q: 3 clusters Score -2622480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2622514.750000 Penalty: 3214.874268
	Iteration 22Q: 3 clusters Score -2622515 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2622544.000000 Penalty: 3214.874268
	Iteration 23Q: 3 clusters Score -2622544 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2622562.000000 Penalty: 3214.874268
	Iteration 24Q: 3 clusters Score -2622562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2622566.000000 Penalty: 3214.874268
	Iteration 25Q: 3 clusters Score -2622566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2622575.750000 Penalty: 3214.874268
	Iteration 26Q: 3 clusters Score -2622576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2622580.000000 Penalty: 3214.874268
	Iteration 27Q: 3 clusters Score -2622580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2622589.250000 Penalty: 3214.874268
	Iteration 28Q: 3 clusters Score -2622589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2622590.750000 Penalty: 3214.874268
	Iteration 29Q: 3 clusters Score -2622591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2622596.250000 Penalty: 3214.874268
	Iteration 30Q: 3 clusters Score -2622596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2622597.500000 Penalty: 3214.874268
	Iteration 31Q: 3 clusters Score -2622598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2622592.000000 Penalty: 3214.874268
	Iteration 32Q: 3 clusters Score -2622592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2622589.500000 Penalty: 3214.874268
	Iteration 33Q: 3 clusters Score -2622590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2622591.000000 Penalty: 3214.874268
	Iteration 34Q: 3 clusters Score -2622591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2622593.500000 Penalty: 3214.874268
	Iteration 35Q: 3 clusters Score -2622594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2622594.250000 Penalty: 3214.874268
	Iteration 36Q: 3 clusters Score -2622594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2622590.750000 Penalty: 3214.874268
	Iteration 37Q: 3 clusters Score -2622591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2622589.000000 Penalty: 3214.874268
	Iteration 38Q: 3 clusters Score -2622589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2622588.500000 Penalty: 3214.874268
	Iteration 39Q: 3 clusters Score -2622588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2622593.000000 Penalty: 3214.874268
	Iteration 40F: 3 clusters Score -2622593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2622594.250000 Penalty: 3214.874268
	Iteration 41Q: 3 clusters Score -2622594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2622597.500000 Penalty: 3214.874268
	Iteration 42Q: 3 clusters Score -2622598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2622597.500000 Penalty: 3214.874268
	Iteration 43F: 3 clusters Score -2622598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6625.868164 Penalty: 760.846313
	Iteration 0F: 2 clusters Score -6625.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6276.288574 Penalty: 1521.692627
	Iteration 0F: 3 clusters Score -6276.289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6469.275391 Penalty: 1521.692627
	Iteration 1F: 3 clusters Score -6469.275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6560.393066 Penalty: 1521.692627
	Iteration 2Q: 3 clusters Score -6560.393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6560.393066 Penalty: 1521.692627
	Iteration 3F: 3 clusters Score -6560.393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -614364.812500 Penalty: 1377.240967
	Iteration 0F: 2 clusters Score -614364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -610407.812500 Penalty: 2754.481934
	Iteration 0F: 3 clusters Score -610407.8 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -611508.625000 Penalty: 2754.481934
	Iteration 1F: 3 clusters Score -611508.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -611669.562500 Penalty: 2754.481934
	Iteration 2F: 3 clusters Score -611669.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -611788.125000 Penalty: 2754.481934
	Iteration 3Q: 3 clusters Score -611788.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -611878.437500 Penalty: 2754.481934
	Iteration 4Q: 3 clusters Score -611878.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -611946.500000 Penalty: 2754.481934
	Iteration 5Q: 3 clusters Score -611946.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -612039.562500 Penalty: 2754.481934
	Iteration 6Q: 3 clusters Score -612039.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -612145.187500 Penalty: 2754.481934
	Iteration 7Q: 3 clusters Score -612145.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -612266.625000 Penalty: 2754.481934
	Iteration 8Q: 3 clusters Score -612266.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -612411.375000 Penalty: 2754.481934
	Iteration 9Q: 3 clusters Score -612411.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -612566.875000 Penalty: 2754.481934
	Iteration 10Q: 3 clusters Score -612566.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -612702.625000 Penalty: 2754.481934
	Iteration 11Q: 3 clusters Score -612702.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -612834.125000 Penalty: 2754.481934
	Iteration 12Q: 3 clusters Score -612834.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -612940.750000 Penalty: 2754.481934
	Iteration 13Q: 3 clusters Score -612940.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -613011.625000 Penalty: 2754.481934
	Iteration 14Q: 3 clusters Score -613011.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -613061.875000 Penalty: 2754.481934
	Iteration 15Q: 3 clusters Score -613061.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -613097.750000 Penalty: 2754.481934
	Iteration 16Q: 3 clusters Score -613097.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -613116.687500 Penalty: 2754.481934
	Iteration 17Q: 3 clusters Score -613116.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -613130.437500 Penalty: 2754.481934
	Iteration 18Q: 3 clusters Score -613130.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -613142.687500 Penalty: 2754.481934
	Iteration 19Q: 3 clusters Score -613142.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -613155.500000 Penalty: 2754.481934
	Iteration 20F: 3 clusters Score -613155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -613164.375000 Penalty: 2754.481934
	Iteration 21Q: 3 clusters Score -613164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -613169.000000 Penalty: 2754.481934
	Iteration 22Q: 3 clusters Score -613169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -613174.187500 Penalty: 2754.481934
	Iteration 23Q: 3 clusters Score -613174.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -613182.062500 Penalty: 2754.481934
	Iteration 24Q: 3 clusters Score -613182.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -613187.250000 Penalty: 2754.481934
	Iteration 25Q: 3 clusters Score -613187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -613189.437500 Penalty: 2754.481934
	Iteration 26Q: 3 clusters Score -613189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -613193.375000 Penalty: 2754.481934
	Iteration 27Q: 3 clusters Score -613193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -613196.562500 Penalty: 2754.481934
	Iteration 28Q: 3 clusters Score -613196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -613199.875000 Penalty: 2754.481934
	Iteration 29Q: 3 clusters Score -613199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -613203.437500 Penalty: 2754.481934
	Iteration 30Q: 3 clusters Score -613203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -613208.000000 Penalty: 2754.481934
	Iteration 31Q: 3 clusters Score -613208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -613216.500000 Penalty: 2754.481934
	Iteration 32Q: 3 clusters Score -613216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -613222.875000 Penalty: 2754.481934
	Iteration 33Q: 3 clusters Score -613222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -613227.000000 Penalty: 2754.481934
	Iteration 34Q: 3 clusters Score -613227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -613229.500000 Penalty: 2754.481934
	Iteration 35Q: 3 clusters Score -613229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -613232.187500 Penalty: 2754.481934
	Iteration 36Q: 3 clusters Score -613232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -613236.125000 Penalty: 2754.481934
	Iteration 37Q: 3 clusters Score -613236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -613239.375000 Penalty: 2754.481934
	Iteration 38Q: 3 clusters Score -613239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -613240.375000 Penalty: 2754.481934
	Iteration 39Q: 3 clusters Score -613240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -613242.500000 Penalty: 2754.481934
	Iteration 40F: 3 clusters Score -613242.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -613245.500000 Penalty: 2754.481934
	Iteration 41Q: 3 clusters Score -613245.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -613245.500000 Penalty: 2754.481934
	Iteration 42F: 3 clusters Score -613245.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (32784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Entering Unmasked Estep 
Score: -4329894.000000 Penalty: 1689.625488
	Iteration 0F: 2 clusters Score -4329894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4307921.500000 Penalty: 3379.250977
	Iteration 0F: 3 clusters Score -4307922 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4316629.000000 Penalty: 3379.250977
	Iteration 1F: 3 clusters Score -4316629 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4317851.500000 Penalty: 3379.250977
	Iteration 2F: 3 clusters Score -4317852 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4320014.000000 Penalty: 3379.250977
	Iteration 3F: 3 clusters Score -4320014 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4322984.500000 Penalty: 3379.250977
	Iteration 4F: 3 clusters Score -4322984 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4326251.500000 Penalty: 3379.250977
	Iteration 5F: 3 clusters Score -4326252 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4328625.000000 Penalty: 3379.250977
	Iteration 6F: 3 clusters Score -4328625 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4329615.500000 Penalty: 3379.250977
	Iteration 7Q: 3 clusters Score -4329616 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4329957.500000 Penalty: 3379.250977
	Iteration 8Q: 3 clusters Score -4329958 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4330123.000000 Penalty: 3379.250977
	Iteration 9Q: 3 clusters Score -4330123 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4330191.500000 Penalty: 3379.250977
	Iteration 10Q: 3 clusters Score -4330192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4330212.500000 Penalty: 3379.250977
	Iteration 11Q: 3 clusters Score -4330212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -4330241.000000 Penalty: 3379.250977
	Iteration 12Q: 3 clusters Score -4330241 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4330246.500000 Penalty: 3379.250977
	Iteration 13Q: 3 clusters Score -4330246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4330255.000000 Penalty: 3379.250977
	Iteration 14Q: 3 clusters Score -4330255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4330260.500000 Penalty: 3379.250977
	Iteration 15Q: 3 clusters Score -4330260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4330255.500000 Penalty: 3379.250977
	Iteration 16Q: 3 clusters Score -4330256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4330267.500000 Penalty: 3379.250977
	Iteration 17Q: 3 clusters Score -4330268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4330265.000000 Penalty: 3379.250977
	Iteration 18Q: 3 clusters Score -4330265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4330265.000000 Penalty: 3379.250977
	Iteration 19Q: 3 clusters Score -4330265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4330264.500000 Penalty: 3379.250977
	Iteration 20F: 3 clusters Score -4330264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4330265.500000 Penalty: 3379.250977
	Iteration 21Q: 3 clusters Score -4330266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4330260.500000 Penalty: 3379.250977
	Iteration 22Q: 3 clusters Score -4330260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4330260.000000 Penalty: 3379.250977
	Iteration 23Q: 3 clusters Score -4330260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4330260.000000 Penalty: 3379.250977
	Iteration 24Q: 3 clusters Score -4330260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4330260.000000 Penalty: 3379.250977
	Iteration 25F: 3 clusters Score -4330260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 70411 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 13199 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 63545 members 
Mstep: Class 11 contains 76308 members 
Mstep: Class 12 contains 57690 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 48280 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 14915 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59634 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 79699 members 
Mstep: Class 26 contains 12562 members 
Mstep: Class 27 contains 71125 members 
Mstep: Class 28 contains 8791 members 
Mstep: Class 29 contains 19770 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 26611 members 
Mstep: Class 33 contains 79586 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 6173 members 
Entering Unmasked Estep 
Score: -127759016.000000 Penalty: 80824.070312
Splitting cluster 32 changes total score from -127759456.000000 to -127759016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (79586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Entering Unmasked Estep 
Score: -10578967.000000 Penalty: 1833.746460
	Iteration 0F: 2 clusters Score -1.057897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -10530013.000000 Penalty: 3667.492920
	Iteration 0F: 3 clusters Score -1.053001e+07 nChanged 37869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -10551726.000000 Penalty: 3667.492920
	Iteration 1F: 3 clusters Score -1.055173e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -10552311.000000 Penalty: 3667.492920
	Iteration 2Q: 3 clusters Score -1.055231e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -10553113.000000 Penalty: 3667.492920
	Iteration 3Q: 3 clusters Score -1.055311e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -10554279.000000 Penalty: 3667.492920
	Iteration 4Q: 3 clusters Score -1.055428e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -10556561.000000 Penalty: 3667.492920
	Iteration 5F: 3 clusters Score -1.055656e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -10560463.000000 Penalty: 3667.492920
	Iteration 6F: 3 clusters Score -1.056046e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -10565970.000000 Penalty: 3667.492920
	Iteration 7F: 3 clusters Score -1.056597e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -10571265.000000 Penalty: 3667.492920
	Iteration 8F: 3 clusters Score -1.057126e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10574730.000000 Penalty: 3667.492920
	Iteration 9F: 3 clusters Score -1.057473e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10576344.000000 Penalty: 3667.492920
	Iteration 10Q: 3 clusters Score -1.057634e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10576881.000000 Penalty: 3667.492920
	Iteration 11Q: 3 clusters Score -1.057688e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10577115.000000 Penalty: 3667.492920
	Iteration 12Q: 3 clusters Score -1.057712e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10577196.000000 Penalty: 3667.492920
	Iteration 13Q: 3 clusters Score -1.05772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10577253.000000 Penalty: 3667.492920
	Iteration 14Q: 3 clusters Score -1.057725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10577287.000000 Penalty: 3667.492920
	Iteration 15Q: 3 clusters Score -1.057729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10577297.000000 Penalty: 3667.492920
	Iteration 16Q: 3 clusters Score -1.05773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10577303.000000 Penalty: 3667.492920
	Iteration 17Q: 3 clusters Score -1.05773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10577313.000000 Penalty: 3667.492920
	Iteration 18Q: 3 clusters Score -1.057731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10577312.000000 Penalty: 3667.492920
	Iteration 19Q: 3 clusters Score -1.057731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10577322.000000 Penalty: 3667.492920
	Iteration 20F: 3 clusters Score -1.057732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10577328.000000 Penalty: 3667.492920
	Iteration 21Q: 3 clusters Score -1.057733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10577330.000000 Penalty: 3667.492920
	Iteration 22Q: 3 clusters Score -1.057733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10577331.000000 Penalty: 3667.492920
	Iteration 23Q: 3 clusters Score -1.057733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10577331.000000 Penalty: 3667.492920
	Iteration 24F: 3 clusters Score -1.057733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -235357.359375 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -235357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233386.921875 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -233386.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -233809.890625 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -233809.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -233880.656250 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -233880.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -233917.265625 Penalty: 2448.102783
	Iteration 3Q: 3 clusters Score -233917.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -233936.828125 Penalty: 2448.102783
	Iteration 4Q: 3 clusters Score -233936.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233947.765625 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -233947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -233956.109375 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -233956.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -233963.984375 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -233964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -233973.000000 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -233973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -233981.484375 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -233981.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -233985.937500 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -233985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -233993.625000 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -233993.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -233998.187500 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -233998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -234000.125000 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -234000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -234003.625000 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -234003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -234006.984375 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -234007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234008.578125 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -234008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -234010.078125 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -234010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -234010.406250 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -234010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234010.390625 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -234010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234010.390625 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -234010.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -583281.625000 Penalty: 1363.787109
	Iteration 0F: 2 clusters Score -583281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -579686.437500 Penalty: 2727.574219
	Iteration 0F: 3 clusters Score -579686.4 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -580609.750000 Penalty: 2727.574219
	Iteration 1F: 3 clusters Score -580609.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -580782.500000 Penalty: 2727.574219
	Iteration 2F: 3 clusters Score -580782.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -580931.500000 Penalty: 2727.574219
	Iteration 3F: 3 clusters Score -580931.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -581053.625000 Penalty: 2727.574219
	Iteration 4Q: 3 clusters Score -581053.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -581178.250000 Penalty: 2727.574219
	Iteration 5Q: 3 clusters Score -581178.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -581317.250000 Penalty: 2727.574219
	Iteration 6Q: 3 clusters Score -581317.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -581468.125000 Penalty: 2727.574219
	Iteration 7Q: 3 clusters Score -581468.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -581613.062500 Penalty: 2727.574219
	Iteration 8Q: 3 clusters Score -581613.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -581728.812500 Penalty: 2727.574219
	Iteration 9Q: 3 clusters Score -581728.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -581839.125000 Penalty: 2727.574219
	Iteration 10Q: 3 clusters Score -581839.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -581976.437500 Penalty: 2727.574219
	Iteration 11Q: 3 clusters Score -581976.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -582102.812500 Penalty: 2727.574219
	Iteration 12Q: 3 clusters Score -582102.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -582197.312500 Penalty: 2727.574219
	Iteration 13Q: 3 clusters Score -582197.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -582269.562500 Penalty: 2727.574219
	Iteration 14Q: 3 clusters Score -582269.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -582309.125000 Penalty: 2727.574219
	Iteration 15Q: 3 clusters Score -582309.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -582338.062500 Penalty: 2727.574219
	Iteration 16Q: 3 clusters Score -582338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -582346.687500 Penalty: 2727.574219
	Iteration 17Q: 3 clusters Score -582346.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -582350.687500 Penalty: 2727.574219
	Iteration 18Q: 3 clusters Score -582350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -582353.437500 Penalty: 2727.574219
	Iteration 19Q: 3 clusters Score -582353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -582356.000000 Penalty: 2727.574219
	Iteration 20F: 3 clusters Score -582356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -582356.000000 Penalty: 2727.574219
	Iteration 21Q: 3 clusters Score -582356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -582357.750000 Penalty: 2727.574219
	Iteration 22Q: 3 clusters Score -582357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -582358.250000 Penalty: 2727.574219
	Iteration 23Q: 3 clusters Score -582358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -582358.250000 Penalty: 2727.574219
	Iteration 24F: 3 clusters Score -582358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 70411 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 13199 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 63545 members 
Mstep: Class 11 contains 76308 members 
Mstep: Class 12 contains 57690 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 48280 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 14915 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59634 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 79699 members 
Mstep: Class 26 contains 12562 members 
Mstep: Class 27 contains 71125 members 
Mstep: Class 28 contains 8791 members 
Mstep: Class 29 contains 19770 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 32784 members 
Mstep: Class 33 contains 79586 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759880.000000 Penalty: 78578.953125
Iteration 159Q: 36 clusters Score -1.277599e+08 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 70347 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 13200 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 64862 members 
Mstep: Class 11 contains 75614 members 
Mstep: Class 12 contains 57648 members 
Mstep: Class 13 contains 17379 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 48468 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 77282 members 
Mstep: Class 18 contains 62184 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 71825 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59575 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 79099 members 
Mstep: Class 26 contains 12571 members 
Mstep: Class 27 contains 71432 members 
Mstep: Class 28 contains 8682 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 33170 members 
Mstep: Class 33 contains 79587 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760184.000000 Penalty: 78578.953125
Iteration 160F: 36 clusters Score -1.277602e+08 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 70294 members 
Mstep: Class 7 contains 7485 members 
Mstep: Class 8 contains 13201 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 66207 members 
Mstep: Class 11 contains 74831 members 
Mstep: Class 12 contains 57603 members 
Mstep: Class 13 contains 17370 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 76816 members 
Mstep: Class 18 contains 62800 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 71488 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 59484 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 78530 members 
Mstep: Class 26 contains 12586 members 
Mstep: Class 27 contains 71945 members 
Mstep: Class 28 contains 8587 members 
Mstep: Class 29 contains 18999 members 
Mstep: Class 30 contains 109 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 33574 members 
Mstep: Class 33 contains 79581 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760848.000000 Penalty: 78578.953125
Iteration 161Q: 36 clusters Score -1.277608e+08 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 70236 members 
Mstep: Class 7 contains 7480 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 67533 members 
Mstep: Class 11 contains 73941 members 
Mstep: Class 12 contains 57569 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 48509 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 76389 members 
Mstep: Class 18 contains 63353 members 
Mstep: Class 19 contains 14938 members 
Mstep: Class 20 contains 71154 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 59362 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7648 members 
Mstep: Class 25 contains 78100 members 
Mstep: Class 26 contains 12590 members 
Mstep: Class 27 contains 72407 members 
Mstep: Class 28 contains 8502 members 
Mstep: Class 29 contains 18591 members 
Mstep: Class 30 contains 110 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 33991 members 
Mstep: Class 33 contains 79568 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761448.000000 Penalty: 78578.953125
Iteration 162Q: 36 clusters Score -1.277614e+08 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 209 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 70186 members 
Mstep: Class 7 contains 7472 members 
Mstep: Class 8 contains 13206 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 68896 members 
Mstep: Class 11 contains 73046 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 76006 members 
Mstep: Class 18 contains 63969 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 70786 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 59225 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7644 members 
Mstep: Class 25 contains 77649 members 
Mstep: Class 26 contains 12588 members 
Mstep: Class 27 contains 72865 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 18191 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 34414 members 
Mstep: Class 33 contains 79521 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761944.000000 Penalty: 78578.953125
Iteration 163Q: 36 clusters Score -1.277619e+08 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 70131 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 13203 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 70195 members 
Mstep: Class 11 contains 72015 members 
Mstep: Class 12 contains 57444 members 
Mstep: Class 13 contains 17381 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 48533 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 75669 members 
Mstep: Class 18 contains 64570 members 
Mstep: Class 19 contains 14947 members 
Mstep: Class 20 contains 70430 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 59097 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 77311 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 73393 members 
Mstep: Class 28 contains 8355 members 
Mstep: Class 29 contains 17837 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 34807 members 
Mstep: Class 33 contains 79408 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127762736.000000 Penalty: 78578.953125
Iteration 164Q: 36 clusters Score -1.277627e+08 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 70086 members 
Mstep: Class 7 contains 7461 members 
Mstep: Class 8 contains 13211 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 71431 members 
Mstep: Class 11 contains 70979 members 
Mstep: Class 12 contains 57363 members 
Mstep: Class 13 contains 17360 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 48439 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 75402 members 
Mstep: Class 18 contains 65170 members 
Mstep: Class 19 contains 14951 members 
Mstep: Class 20 contains 70073 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 58981 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 77072 members 
Mstep: Class 26 contains 12614 members 
Mstep: Class 27 contains 73962 members 
Mstep: Class 28 contains 8270 members 
Mstep: Class 29 contains 17533 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 35258 members 
Mstep: Class 33 contains 79210 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127763584.000000 Penalty: 78578.953125
Iteration 165Q: 36 clusters Score -1.277636e+08 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 70068 members 
Mstep: Class 7 contains 7452 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 72670 members 
Mstep: Class 11 contains 69810 members 
Mstep: Class 12 contains 57297 members 
Mstep: Class 13 contains 17328 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 15 contains 48338 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 75254 members 
Mstep: Class 18 contains 65717 members 
Mstep: Class 19 contains 14955 members 
Mstep: Class 20 contains 69719 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 58870 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 76934 members 
Mstep: Class 26 contains 12614 members 
Mstep: Class 27 contains 74442 members 
Mstep: Class 28 contains 8205 members 
Mstep: Class 29 contains 17257 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 35717 members 
Mstep: Class 33 contains 78980 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764096.000000 Penalty: 78578.953125
Iteration 166Q: 36 clusters Score -1.277641e+08 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 70030 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 13231 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 73664 members 
Mstep: Class 11 contains 68626 members 
Mstep: Class 12 contains 57220 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 48271 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 75188 members 
Mstep: Class 18 contains 66169 members 
Mstep: Class 19 contains 14969 members 
Mstep: Class 20 contains 69394 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 58726 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7628 members 
Mstep: Class 25 contains 77086 members 
Mstep: Class 26 contains 12613 members 
Mstep: Class 27 contains 74857 members 
Mstep: Class 28 contains 8141 members 
Mstep: Class 29 contains 16955 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 36163 members 
Mstep: Class 33 contains 78814 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764456.000000 Penalty: 78578.953125
Iteration 167Q: 36 clusters Score -1.277645e+08 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 70014 members 
Mstep: Class 7 contains 7434 members 
Mstep: Class 8 contains 13239 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 74501 members 
Mstep: Class 11 contains 67431 members 
Mstep: Class 12 contains 57119 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 48164 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 75227 members 
Mstep: Class 18 contains 66650 members 
Mstep: Class 19 contains 14969 members 
Mstep: Class 20 contains 69065 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 58592 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7627 members 
Mstep: Class 25 contains 77342 members 
Mstep: Class 26 contains 12618 members 
Mstep: Class 27 contains 75180 members 
Mstep: Class 28 contains 8073 members 
Mstep: Class 29 contains 16717 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 36575 members 
Mstep: Class 33 contains 78689 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764952.000000 Penalty: 78578.953125
Iteration 168Q: 36 clusters Score -1.27765e+08 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 69976 members 
Mstep: Class 7 contains 7425 members 
Mstep: Class 8 contains 13236 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 75132 members 
Mstep: Class 11 contains 66214 members 
Mstep: Class 12 contains 57062 members 
Mstep: Class 13 contains 17270 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 48089 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 75305 members 
Mstep: Class 18 contains 67058 members 
Mstep: Class 19 contains 14976 members 
Mstep: Class 20 contains 68672 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 58415 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7621 members 
Mstep: Class 25 contains 77858 members 
Mstep: Class 26 contains 12613 members 
Mstep: Class 27 contains 75496 members 
Mstep: Class 28 contains 7995 members 
Mstep: Class 29 contains 16451 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 37024 members 
Mstep: Class 33 contains 78608 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764896.000000 Penalty: 78578.953125
Iteration 169Q: 36 clusters Score -1.277649e+08 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 69935 members 
Mstep: Class 7 contains 7421 members 
Mstep: Class 8 contains 13235 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 75511 members 
Mstep: Class 11 contains 64975 members 
Mstep: Class 12 contains 57033 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 15 contains 48053 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 75287 members 
Mstep: Class 18 contains 67498 members 
Mstep: Class 19 contains 14977 members 
Mstep: Class 20 contains 68340 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 58211 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7611 members 
Mstep: Class 25 contains 78675 members 
Mstep: Class 26 contains 12621 members 
Mstep: Class 27 contains 75757 members 
Mstep: Class 28 contains 7907 members 
Mstep: Class 29 contains 16154 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 37459 members 
Mstep: Class 33 contains 78590 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764888.000000 Penalty: 78578.953125
Iteration 170Q: 36 clusters Score -1.277649e+08 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 69863 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 13231 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 75725 members 
Mstep: Class 11 contains 63773 members 
Mstep: Class 12 contains 56956 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 48040 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 75288 members 
Mstep: Class 18 contains 67941 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 68000 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 57983 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7607 members 
Mstep: Class 25 contains 79682 members 
Mstep: Class 26 contains 12615 members 
Mstep: Class 27 contains 76100 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 15858 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 37873 members 
Mstep: Class 33 contains 78533 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765368.000000 Penalty: 78578.953125
Iteration 171Q: 36 clusters Score -1.277654e+08 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 69798 members 
Mstep: Class 7 contains 7410 members 
Mstep: Class 8 contains 13223 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 75671 members 
Mstep: Class 11 contains 62589 members 
Mstep: Class 12 contains 56865 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 47910 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 75396 members 
Mstep: Class 18 contains 68391 members 
Mstep: Class 19 contains 14980 members 
Mstep: Class 20 contains 67699 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 57759 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 7601 members 
Mstep: Class 25 contains 80947 members 
Mstep: Class 26 contains 12627 members 
Mstep: Class 27 contains 76441 members 
Mstep: Class 28 contains 7708 members 
Mstep: Class 29 contains 15554 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 38298 members 
Mstep: Class 33 contains 78438 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765768.000000 Penalty: 78578.953125
Iteration 172Q: 36 clusters Score -1.277658e+08 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 69743 members 
Mstep: Class 7 contains 7404 members 
Mstep: Class 8 contains 13214 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 75453 members 
Mstep: Class 11 contains 61514 members 
Mstep: Class 12 contains 56779 members 
Mstep: Class 13 contains 17210 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 47782 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 75511 members 
Mstep: Class 18 contains 68790 members 
Mstep: Class 19 contains 14972 members 
Mstep: Class 20 contains 67339 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 57525 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 7596 members 
Mstep: Class 25 contains 82300 members 
Mstep: Class 26 contains 12628 members 
Mstep: Class 27 contains 76754 members 
Mstep: Class 28 contains 7617 members 
Mstep: Class 29 contains 15309 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 38705 members 
Mstep: Class 33 contains 78395 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765640.000000 Penalty: 78578.953125
Iteration 173Q: 36 clusters Score -1.277656e+08 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 69681 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 13210 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 74851 members 
Mstep: Class 11 contains 60513 members 
Mstep: Class 12 contains 56729 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 47721 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 75594 members 
Mstep: Class 18 contains 69124 members 
Mstep: Class 19 contains 14976 members 
Mstep: Class 20 contains 66921 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 57302 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 7592 members 
Mstep: Class 25 contains 83881 members 
Mstep: Class 26 contains 12637 members 
Mstep: Class 27 contains 77090 members 
Mstep: Class 28 contains 7517 members 
Mstep: Class 29 contains 15078 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 39146 members 
Mstep: Class 33 contains 78372 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765672.000000 Penalty: 78578.953125
Iteration 174Q: 36 clusters Score -1.277657e+08 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 69626 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 13193 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 73743 members 
Mstep: Class 11 contains 59771 members 
Mstep: Class 12 contains 56715 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 47606 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 75742 members 
Mstep: Class 18 contains 69430 members 
Mstep: Class 19 contains 14970 members 
Mstep: Class 20 contains 66479 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 57057 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 7589 members 
Mstep: Class 25 contains 85709 members 
Mstep: Class 26 contains 12653 members 
Mstep: Class 27 contains 77395 members 
Mstep: Class 28 contains 7431 members 
Mstep: Class 29 contains 14861 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 39601 members 
Mstep: Class 33 contains 78373 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765168.000000 Penalty: 78578.953125
Iteration 175Q: 36 clusters Score -1.277652e+08 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 69633 members 
Mstep: Class 7 contains 7368 members 
Mstep: Class 8 contains 13179 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 72235 members 
Mstep: Class 11 contains 59199 members 
Mstep: Class 12 contains 56694 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 47527 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 75914 members 
Mstep: Class 18 contains 69709 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 66012 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 56835 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 87706 members 
Mstep: Class 26 contains 12683 members 
Mstep: Class 27 contains 77644 members 
Mstep: Class 28 contains 7325 members 
Mstep: Class 29 contains 14648 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 40047 members 
Mstep: Class 33 contains 78432 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764976.000000 Penalty: 78578.953125
Iteration 176Q: 36 clusters Score -1.27765e+08 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 69658 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 70396 members 
Mstep: Class 11 contains 58861 members 
Mstep: Class 12 contains 56665 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 47427 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 76142 members 
Mstep: Class 18 contains 69998 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 20 contains 65539 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 56697 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 89781 members 
Mstep: Class 26 contains 12695 members 
Mstep: Class 27 contains 77802 members 
Mstep: Class 28 contains 7203 members 
Mstep: Class 29 contains 14460 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 40482 members 
Mstep: Class 33 contains 78488 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764784.000000 Penalty: 78578.953125
Iteration 177Q: 36 clusters Score -1.277648e+08 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 69707 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 68291 members 
Mstep: Class 11 contains 58748 members 
Mstep: Class 12 contains 56668 members 
Mstep: Class 13 contains 17225 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 47499 members 
Mstep: Class 16 contains 6400 members 
Mstep: Class 17 contains 76242 members 
Mstep: Class 18 contains 70221 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 65057 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 56538 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7570 members 
Mstep: Class 25 contains 91825 members 
Mstep: Class 26 contains 12699 members 
Mstep: Class 27 contains 77967 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 14261 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 40922 members 
Mstep: Class 33 contains 78615 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764800.000000 Penalty: 78578.953125
Iteration 178Q: 36 clusters Score -1.277648e+08 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 69782 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 13153 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 65775 members 
Mstep: Class 11 contains 58982 members 
Mstep: Class 12 contains 56657 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 47522 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 76298 members 
Mstep: Class 18 contains 70483 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 64576 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 56347 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7568 members 
Mstep: Class 25 contains 93883 members 
Mstep: Class 26 contains 12700 members 
Mstep: Class 27 contains 78152 members 
Mstep: Class 28 contains 6951 members 
Mstep: Class 29 contains 14035 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 41433 members 
Mstep: Class 33 contains 78847 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764328.000000 Penalty: 78578.953125
Iteration 179Q: 36 clusters Score -1.277643e+08 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 69823 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 13155 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 63105 members 
Mstep: Class 11 contains 59539 members 
Mstep: Class 12 contains 56653 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 47560 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 76421 members 
Mstep: Class 18 contains 70704 members 
Mstep: Class 19 contains 14935 members 
Mstep: Class 20 contains 64099 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 56144 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7563 members 
Mstep: Class 25 contains 95742 members 
Mstep: Class 26 contains 12717 members 
Mstep: Class 27 contains 78383 members 
Mstep: Class 28 contains 6837 members 
Mstep: Class 29 contains 13805 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 41920 members 
Mstep: Class 33 contains 79046 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764232.000000 Penalty: 78578.953125
Iteration 180F: 36 clusters Score -1.277642e+08 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 69880 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 13150 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 59694 members 
Mstep: Class 11 contains 60459 members 
Mstep: Class 12 contains 56662 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 47663 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 76610 members 
Mstep: Class 18 contains 70811 members 
Mstep: Class 19 contains 14918 members 
Mstep: Class 20 contains 63585 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 55920 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7559 members 
Mstep: Class 25 contains 97897 members 
Mstep: Class 26 contains 12731 members 
Mstep: Class 27 contains 78590 members 
Mstep: Class 28 contains 6728 members 
Mstep: Class 29 contains 13558 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 42430 members 
Mstep: Class 33 contains 79334 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127763200.000000 Penalty: 78578.953125
Iteration 181Q: 36 clusters Score -1.277632e+08 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 209 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 69898 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 13140 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 55967 members 
Mstep: Class 11 contains 61694 members 
Mstep: Class 12 contains 56666 members 
Mstep: Class 13 contains 17218 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 47816 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 76797 members 
Mstep: Class 18 contains 70908 members 
Mstep: Class 19 contains 14910 members 
Mstep: Class 20 contains 63054 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 55735 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7557 members 
Mstep: Class 25 contains 100001 members 
Mstep: Class 26 contains 12752 members 
Mstep: Class 27 contains 78784 members 
Mstep: Class 28 contains 6607 members 
Mstep: Class 29 contains 13310 members 
Mstep: Class 30 contains 114 members 
Mstep: Class 31 contains 4789 members 
Mstep: Class 32 contains 42949 members 
Mstep: Class 33 contains 79669 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127760880.000000 Penalty: 78578.953125
Iteration 182Q: 36 clusters Score -1.277609e+08 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 69992 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 51338 members 
Mstep: Class 11 contains 63404 members 
Mstep: Class 12 contains 56677 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 47957 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 77060 members 
Mstep: Class 18 contains 71038 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 62523 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 55548 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7551 members 
Mstep: Class 25 contains 102203 members 
Mstep: Class 26 contains 12773 members 
Mstep: Class 27 contains 79014 members 
Mstep: Class 28 contains 6503 members 
Mstep: Class 29 contains 13061 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 43489 members 
Mstep: Class 33 contains 80063 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 36 clusters Score -1.277568e+08 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 209 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 70155 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 13082 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 46216 members 
Mstep: Class 11 contains 65448 members 
Mstep: Class 12 contains 56652 members 
Mstep: Class 13 contains 17260 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 48173 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 77334 members 
Mstep: Class 18 contains 71190 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 62143 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 55334 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7545 members 
Mstep: Class 25 contains 104240 members 
Mstep: Class 26 contains 12811 members 
Mstep: Class 27 contains 79288 members 
Mstep: Class 28 contains 6413 members 
Mstep: Class 29 contains 12806 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 44030 members 
Mstep: Class 33 contains 80481 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753056.000000 Penalty: 78578.953125
Iteration 184Q: 36 clusters Score -1.277531e+08 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 70363 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 13041 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 41414 members 
Mstep: Class 11 contains 67784 members 
Mstep: Class 12 contains 56637 members 
Mstep: Class 13 contains 17271 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 48455 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 77550 members 
Mstep: Class 18 contains 71344 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 20 contains 61704 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 55188 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 7543 members 
Mstep: Class 25 contains 105504 members 
Mstep: Class 26 contains 12867 members 
Mstep: Class 27 contains 79504 members 
Mstep: Class 28 contains 6303 members 
Mstep: Class 29 contains 12542 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 44606 members 
Mstep: Class 33 contains 80963 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750192.000000 Penalty: 78578.953125
Iteration 185Q: 36 clusters Score -1.277502e+08 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7996 members 
Mstep: Class 6 contains 70598 members 
Mstep: Class 7 contains 7266 members 
Mstep: Class 8 contains 13010 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 37779 members 
Mstep: Class 11 contains 70199 members 
Mstep: Class 12 contains 56639 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 48663 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 77772 members 
Mstep: Class 18 contains 71522 members 
Mstep: Class 19 contains 14880 members 
Mstep: Class 20 contains 61220 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 55098 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 7533 members 
Mstep: Class 25 contains 105615 members 
Mstep: Class 26 contains 12899 members 
Mstep: Class 27 contains 79673 members 
Mstep: Class 28 contains 6202 members 
Mstep: Class 29 contains 12261 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 45157 members 
Mstep: Class 33 contains 81477 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749496.000000 Penalty: 78578.953125
Iteration 186Q: 36 clusters Score -1.277495e+08 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7992 members 
Mstep: Class 6 contains 70813 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 12961 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 35283 members 
Mstep: Class 11 contains 72544 members 
Mstep: Class 12 contains 56641 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 48893 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 77843 members 
Mstep: Class 18 contains 71660 members 
Mstep: Class 19 contains 14856 members 
Mstep: Class 20 contains 60684 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 54956 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 7525 members 
Mstep: Class 25 contains 105024 members 
Mstep: Class 26 contains 12902 members 
Mstep: Class 27 contains 79843 members 
Mstep: Class 28 contains 6125 members 
Mstep: Class 29 contains 11952 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 45721 members 
Mstep: Class 33 contains 81963 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127749544.000000 Penalty: 78578.953125
Iteration 187Q: 36 clusters Score -1.277495e+08 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7989 members 
Mstep: Class 6 contains 71003 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 33744 members 
Mstep: Class 11 contains 74665 members 
Mstep: Class 12 contains 56636 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 49113 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 77790 members 
Mstep: Class 18 contains 71766 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 60044 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 54814 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 7529 members 
Mstep: Class 25 contains 104038 members 
Mstep: Class 26 contains 12876 members 
Mstep: Class 27 contains 80061 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 11658 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 46301 members 
Mstep: Class 33 contains 82390 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127751048.000000 Penalty: 78578.953125
Iteration 188Q: 36 clusters Score -1.27751e+08 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 71162 members 
Mstep: Class 7 contains 7253 members 
Mstep: Class 8 contains 12875 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 32707 members 
Mstep: Class 11 contains 76473 members 
Mstep: Class 12 contains 56613 members 
Mstep: Class 13 contains 17279 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 49422 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 77610 members 
Mstep: Class 18 contains 71848 members 
Mstep: Class 19 contains 14812 members 
Mstep: Class 20 contains 59457 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 54701 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 7520 members 
Mstep: Class 25 contains 103104 members 
Mstep: Class 26 contains 12829 members 
Mstep: Class 27 contains 80236 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 11400 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 46869 members 
Mstep: Class 33 contains 82678 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 4011 members 
Entering Unmasked Estep 
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Iteration 189Q: 36 clusters Score -1.277518e+08 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 71281 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 12839 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 31961 members 
Mstep: Class 11 contains 77995 members 
Mstep: Class 12 contains 56569 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 49679 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 77338 members 
Mstep: Class 18 contains 72023 members 
Mstep: Class 19 contains 14800 members 
Mstep: Class 20 contains 58902 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 54564 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 7502 members 
Mstep: Class 25 contains 102391 members 
Mstep: Class 26 contains 12774 members 
Mstep: Class 27 contains 80321 members 
Mstep: Class 28 contains 5820 members 
Mstep: Class 29 contains 11163 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 47424 members 
Mstep: Class 33 contains 82907 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127752848.000000 Penalty: 78578.953125
Iteration 190Q: 36 clusters Score -1.277528e+08 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 31437 members 
Mstep: Class 11 contains 79322 members 
Mstep: Class 12 contains 56557 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 49892 members 
Mstep: Class 16 contains 6500 members 
Mstep: Class 17 contains 77110 members 
Mstep: Class 18 contains 72202 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 58369 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 54362 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 7492 members 
Mstep: Class 25 contains 101794 members 
Mstep: Class 26 contains 12705 members 
Mstep: Class 27 contains 80296 members 
Mstep: Class 28 contains 5736 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 48006 members 
Mstep: Class 33 contains 83082 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753888.000000 Penalty: 78578.953125
Iteration 191Q: 36 clusters Score -1.277539e+08 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 71503 members 
Mstep: Class 7 contains 7250 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 31039 members 
Mstep: Class 11 contains 80513 members 
Mstep: Class 12 contains 56485 members 
Mstep: Class 13 contains 17272 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 50187 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 76810 members 
Mstep: Class 18 contains 72346 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 57926 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 54131 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7477 members 
Mstep: Class 25 contains 101293 members 
Mstep: Class 26 contains 12662 members 
Mstep: Class 27 contains 80222 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 10718 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 48575 members 
Mstep: Class 33 contains 83182 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3916 members 
Entering Unmasked Estep 
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Iteration 192Q: 36 clusters Score -1.277547e+08 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 71566 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 12819 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 30689 members 
Mstep: Class 11 contains 81460 members 
Mstep: Class 12 contains 56468 members 
Mstep: Class 13 contains 17261 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 50486 members 
Mstep: Class 16 contains 6493 members 
Mstep: Class 17 contains 76550 members 
Mstep: Class 18 contains 72333 members 
Mstep: Class 19 contains 14790 members 
Mstep: Class 20 contains 57504 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 53951 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7462 members 
Mstep: Class 25 contains 101054 members 
Mstep: Class 26 contains 12618 members 
Mstep: Class 27 contains 80113 members 
Mstep: Class 28 contains 5552 members 
Mstep: Class 29 contains 10532 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 49192 members 
Mstep: Class 33 contains 83260 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3888 members 
Entering Unmasked Estep 
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Iteration 193Q: 36 clusters Score -1.277546e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 71605 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 30363 members 
Mstep: Class 11 contains 82269 members 
Mstep: Class 12 contains 56431 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 50763 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 76222 members 
Mstep: Class 18 contains 72327 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 57123 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 53729 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7451 members 
Mstep: Class 25 contains 100894 members 
Mstep: Class 26 contains 12588 members 
Mstep: Class 27 contains 80053 members 
Mstep: Class 28 contains 5472 members 
Mstep: Class 29 contains 10389 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 49827 members 
Mstep: Class 33 contains 83337 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3868 members 
Entering Unmasked Estep 
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Iteration 194Q: 36 clusters Score -1.277557e+08 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 71636 members 
Mstep: Class 7 contains 7238 members 
Mstep: Class 8 contains 12816 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 30005 members 
Mstep: Class 11 contains 83027 members 
Mstep: Class 12 contains 56376 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 51040 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 75896 members 
Mstep: Class 18 contains 72266 members 
Mstep: Class 19 contains 14790 members 
Mstep: Class 20 contains 56763 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 53542 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7441 members 
Mstep: Class 25 contains 100806 members 
Mstep: Class 26 contains 12572 members 
Mstep: Class 27 contains 80007 members 
Mstep: Class 28 contains 5370 members 
Mstep: Class 29 contains 10245 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 50510 members 
Mstep: Class 33 contains 83375 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756472.000000 Penalty: 78578.953125
Iteration 195Q: 36 clusters Score -1.277565e+08 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 71681 members 
Mstep: Class 7 contains 7233 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 29667 members 
Mstep: Class 11 contains 83697 members 
Mstep: Class 12 contains 56340 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 51280 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 75610 members 
Mstep: Class 18 contains 72116 members 
Mstep: Class 19 contains 14788 members 
Mstep: Class 20 contains 56474 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 53343 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7435 members 
Mstep: Class 25 contains 100752 members 
Mstep: Class 26 contains 12550 members 
Mstep: Class 27 contains 80031 members 
Mstep: Class 28 contains 5262 members 
Mstep: Class 29 contains 10088 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 51273 members 
Mstep: Class 33 contains 83310 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757008.000000 Penalty: 78578.953125
Iteration 196Q: 36 clusters Score -1.27757e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71743 members 
Mstep: Class 7 contains 7232 members 
Mstep: Class 8 contains 12808 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 29337 members 
Mstep: Class 11 contains 84327 members 
Mstep: Class 12 contains 56333 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 51456 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 75334 members 
Mstep: Class 18 contains 71913 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 56195 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 53143 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7435 members 
Mstep: Class 25 contains 100749 members 
Mstep: Class 26 contains 12534 members 
Mstep: Class 27 contains 80054 members 
Mstep: Class 28 contains 5173 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 52033 members 
Mstep: Class 33 contains 83268 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757152.000000 Penalty: 78578.953125
Iteration 197Q: 36 clusters Score -1.277572e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71791 members 
Mstep: Class 7 contains 7230 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 29008 members 
Mstep: Class 11 contains 84913 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 51658 members 
Mstep: Class 16 contains 6461 members 
Mstep: Class 17 contains 75010 members 
Mstep: Class 18 contains 71673 members 
Mstep: Class 19 contains 14789 members 
Mstep: Class 20 contains 55903 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52951 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7428 members 
Mstep: Class 25 contains 100759 members 
Mstep: Class 26 contains 12544 members 
Mstep: Class 27 contains 80115 members 
Mstep: Class 28 contains 5106 members 
Mstep: Class 29 contains 9813 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 52800 members 
Mstep: Class 33 contains 83275 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757184.000000 Penalty: 78578.953125
Iteration 198Q: 36 clusters Score -1.277572e+08 nChanged 5853
Entering ConstructFrom: 
Score: -127757184.000000 Penalty: 78578.953125
Entering ConstructFrom: 
Trying to split cluster 1 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -620008.562500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -620008.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -615945.812500 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -615945.8 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -617201.625000 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -617201.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -617484.250000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -617484.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -617761.250000 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -617761.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -617942.875000 Penalty: 2777.883789
	Iteration 4F: 3 clusters Score -617942.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -618058.812500 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -618058.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -618145.125000 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -618145.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -618215.000000 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -618215 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -618268.000000 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -618268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -618312.250000 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -618312.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -618346.625000 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -618346.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -618375.812500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -618375.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -618403.562500 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -618403.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -618422.937500 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -618422.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -618440.000000 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -618440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -618456.187500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -618456.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -618474.062500 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -618474.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -618491.437500 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -618491.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -618505.312500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -618505.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -618518.250000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -618518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -618528.312500 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -618528.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -618537.687500 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -618537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -618547.812500 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -618547.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -618563.750000 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -618563.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -618574.625000 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -618574.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -618587.875000 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -618587.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -618598.875000 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -618598.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -618614.125000 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -618614.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -618629.312500 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -618629.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -618643.625000 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -618643.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -618656.062500 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -618656.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -618666.937500 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -618666.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -618677.312500 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -618677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -618686.375000 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -618686.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -618700.187500 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -618700.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -618719.375000 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -618719.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -618738.562500 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -618738.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -618763.500000 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -618763.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -618784.187500 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -618784.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -618798.687500 Penalty: 2777.883789
	Iteration 39Q: 3 clusters Score -618798.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -618814.437500 Penalty: 2777.883789
	Iteration 40F: 3 clusters Score -618814.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -618836.125000 Penalty: 2777.883789
	Iteration 41Q: 3 clusters Score -618836.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -618858.375000 Penalty: 2777.883789
	Iteration 42Q: 3 clusters Score -618858.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -618871.625000 Penalty: 2777.883789
	Iteration 43Q: 3 clusters Score -618871.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -618890.437500 Penalty: 2777.883789
	Iteration 44Q: 3 clusters Score -618890.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -618902.500000 Penalty: 2777.883789
	Iteration 45Q: 3 clusters Score -618902.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -618913.937500 Penalty: 2777.883789
	Iteration 46Q: 3 clusters Score -618913.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -618920.250000 Penalty: 2777.883789
	Iteration 47Q: 3 clusters Score -618920.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -618925.375000 Penalty: 2777.883789
	Iteration 48Q: 3 clusters Score -618925.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -618930.375000 Penalty: 2777.883789
	Iteration 49Q: 3 clusters Score -618930.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -618939.687500 Penalty: 2777.883789
	Iteration 50Q: 3 clusters Score -618939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -618949.625000 Penalty: 2777.883789
	Iteration 51Q: 3 clusters Score -618949.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -618957.625000 Penalty: 2777.883789
	Iteration 52Q: 3 clusters Score -618957.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -618964.875000 Penalty: 2777.883789
	Iteration 53Q: 3 clusters Score -618964.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -618974.312500 Penalty: 2777.883789
	Iteration 54Q: 3 clusters Score -618974.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -618980.187500 Penalty: 2777.883789
	Iteration 55Q: 3 clusters Score -618980.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -618986.187500 Penalty: 2777.883789
	Iteration 56Q: 3 clusters Score -618986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -618987.625000 Penalty: 2777.883789
	Iteration 57Q: 3 clusters Score -618987.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -618995.750000 Penalty: 2777.883789
	Iteration 58Q: 3 clusters Score -618995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -619001.125000 Penalty: 2777.883789
	Iteration 59Q: 3 clusters Score -619001.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -619005.187500 Penalty: 2777.883789
	Iteration 60F: 3 clusters Score -619005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -619006.312500 Penalty: 2777.883789
	Iteration 61Q: 3 clusters Score -619006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -619008.187500 Penalty: 2777.883789
	Iteration 62Q: 3 clusters Score -619008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -619007.187500 Penalty: 2777.883789
	Iteration 63Q: 3 clusters Score -619007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -619008.437500 Penalty: 2777.883789
	Iteration 64Q: 3 clusters Score -619008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -619008.625000 Penalty: 2777.883789
	Iteration 65Q: 3 clusters Score -619008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -619009.000000 Penalty: 2777.883789
	Iteration 66Q: 3 clusters Score -619009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -619009.500000 Penalty: 2777.883789
	Iteration 67Q: 3 clusters Score -619009.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -619010.062500 Penalty: 2777.883789
	Iteration 68Q: 3 clusters Score -619010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -619011.562500 Penalty: 2777.883789
	Iteration 69Q: 3 clusters Score -619011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -619012.625000 Penalty: 2777.883789
	Iteration 70Q: 3 clusters Score -619012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -619013.937500 Penalty: 2777.883789
	Iteration 71Q: 3 clusters Score -619013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -619014.562500 Penalty: 2777.883789
	Iteration 72Q: 3 clusters Score -619014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -619014.250000 Penalty: 2777.883789
	Iteration 73Q: 3 clusters Score -619014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -619015.750000 Penalty: 2777.883789
	Iteration 74Q: 3 clusters Score -619015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -619015.437500 Penalty: 2777.883789
	Iteration 75Q: 3 clusters Score -619015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -619016.312500 Penalty: 2777.883789
	Iteration 76Q: 3 clusters Score -619016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -619016.250000 Penalty: 2777.883789
	Iteration 77Q: 3 clusters Score -619016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -619017.687500 Penalty: 2777.883789
	Iteration 78Q: 3 clusters Score -619017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -619017.687500 Penalty: 2777.883789
	Iteration 79F: 3 clusters Score -619017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -17791.187500 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -17791.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17131.197266 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17131.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17314.960938 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17314.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17374.273438 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -17374.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17380.962891 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -17380.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17386.585938 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -17386.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17386.585938 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -17386.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -190146.796875 Penalty: 1206.910889
	Iteration 0F: 2 clusters Score -190146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188274.000000 Penalty: 2413.821777
	Iteration 0F: 3 clusters Score -188274 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188814.296875 Penalty: 2413.821777
	Iteration 1F: 3 clusters Score -188814.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -189103.250000 Penalty: 2413.821777
	Iteration 2F: 3 clusters Score -189103.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -189276.531250 Penalty: 2413.821777
	Iteration 3F: 3 clusters Score -189276.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -189428.890625 Penalty: 2413.821777
	Iteration 4F: 3 clusters Score -189428.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189586.296875 Penalty: 2413.821777
	Iteration 5Q: 3 clusters Score -189586.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189718.687500 Penalty: 2413.821777
	Iteration 6Q: 3 clusters Score -189718.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189791.390625 Penalty: 2413.821777
	Iteration 7Q: 3 clusters Score -189791.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -189831.406250 Penalty: 2413.821777
	Iteration 8Q: 3 clusters Score -189831.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -189852.312500 Penalty: 2413.821777
	Iteration 9Q: 3 clusters Score -189852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -189860.578125 Penalty: 2413.821777
	Iteration 10Q: 3 clusters Score -189860.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -189864.562500 Penalty: 2413.821777
	Iteration 11Q: 3 clusters Score -189864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -189869.125000 Penalty: 2413.821777
	Iteration 12Q: 3 clusters Score -189869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189874.625000 Penalty: 2413.821777
	Iteration 13Q: 3 clusters Score -189874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189877.890625 Penalty: 2413.821777
	Iteration 14Q: 3 clusters Score -189877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -189878.015625 Penalty: 2413.821777
	Iteration 15Q: 3 clusters Score -189878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -189878.015625 Penalty: 2413.821777
	Iteration 16F: 3 clusters Score -189878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36061.753906 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36061.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36251.796875 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36251.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36353.175781 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36353.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36477.269531 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -36477.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36620.093750 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -36620.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36744.851562 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -36744.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36893.753906 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -36893.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36969.066406 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -36969.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37092.167969 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -37092.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37223.468750 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -37223.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37242.242188 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -37242.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37246.167969 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -37246.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37248.050781 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -37248.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37248.753906 Penalty: 1918.355835
	Iteration 13F: 3 clusters Score -37248.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37256.281250 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -37256.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37256.281250 Penalty: 1918.355835
	Iteration 15F: 3 clusters Score -37256.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 28644 members 
Mstep: Class 11 contains 85461 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 17211 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 51741 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 71548 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52802 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7425 members 
Mstep: Class 25 contains 100806 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 80210 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 53570 members 
Mstep: Class 33 contains 83280 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3736 members 
Mstep: Class 36 contains 272 members 
Entering Unmasked Estep 
Score: -127755864.000000 Penalty: 80824.070312
Splitting cluster 4 changes total score from -127757184.000000 to -127755864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -1026416.750000 Penalty: 1459.727417
	Iteration 0F: 2 clusters Score -1026417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1020561.750000 Penalty: 2919.454834
	Iteration 0F: 3 clusters Score -1020562 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1022290.250000 Penalty: 2919.454834
	Iteration 1F: 3 clusters Score -1022290 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1022557.125000 Penalty: 2919.454834
	Iteration 2F: 3 clusters Score -1022557 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1022729.812500 Penalty: 2919.454834
	Iteration 3F: 3 clusters Score -1022730 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1022875.000000 Penalty: 2919.454834
	Iteration 4Q: 3 clusters Score -1022875 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1022998.187500 Penalty: 2919.454834
	Iteration 5Q: 3 clusters Score -1022998 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1023120.687500 Penalty: 2919.454834
	Iteration 6Q: 3 clusters Score -1023121 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1023264.187500 Penalty: 2919.454834
	Iteration 7Q: 3 clusters Score -1023264 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1023452.187500 Penalty: 2919.454834
	Iteration 8Q: 3 clusters Score -1023452 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1023681.625000 Penalty: 2919.454834
	Iteration 9Q: 3 clusters Score -1023682 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1023952.125000 Penalty: 2919.454834
	Iteration 10Q: 3 clusters Score -1023952 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1024234.500000 Penalty: 2919.454834
	Iteration 11Q: 3 clusters Score -1024234 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1024501.812500 Penalty: 2919.454834
	Iteration 12Q: 3 clusters Score -1024502 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1024708.250000 Penalty: 2919.454834
	Iteration 13Q: 3 clusters Score -1024708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1024863.562500 Penalty: 2919.454834
	Iteration 14Q: 3 clusters Score -1024864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1024972.312500 Penalty: 2919.454834
	Iteration 15Q: 3 clusters Score -1024972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1025046.875000 Penalty: 2919.454834
	Iteration 16Q: 3 clusters Score -1025047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1025088.812500 Penalty: 2919.454834
	Iteration 17Q: 3 clusters Score -1025089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1025114.812500 Penalty: 2919.454834
	Iteration 18Q: 3 clusters Score -1025115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1025132.812500 Penalty: 2919.454834
	Iteration 19Q: 3 clusters Score -1025133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1025143.375000 Penalty: 2919.454834
	Iteration 20F: 3 clusters Score -1025143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1025148.625000 Penalty: 2919.454834
	Iteration 21Q: 3 clusters Score -1025149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1025155.312500 Penalty: 2919.454834
	Iteration 22Q: 3 clusters Score -1025155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1025166.062500 Penalty: 2919.454834
	Iteration 23Q: 3 clusters Score -1025166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1025177.937500 Penalty: 2919.454834
	Iteration 24Q: 3 clusters Score -1025178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1025184.312500 Penalty: 2919.454834
	Iteration 25Q: 3 clusters Score -1025184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1025187.000000 Penalty: 2919.454834
	Iteration 26Q: 3 clusters Score -1025187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1025188.437500 Penalty: 2919.454834
	Iteration 27Q: 3 clusters Score -1025188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1025188.437500 Penalty: 2919.454834
	Iteration 28F: 3 clusters Score -1025188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Entering Unmasked Estep 
Score: -9158960.000000 Penalty: 1817.134033
	Iteration 0F: 2 clusters Score -9158960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -9111126.000000 Penalty: 3634.268066
	Iteration 0F: 3 clusters Score -9111126 nChanged 33883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -9131312.000000 Penalty: 3634.268066
	Iteration 1F: 3 clusters Score -9131312 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -9132604.000000 Penalty: 3634.268066
	Iteration 2Q: 3 clusters Score -9132604 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -9134253.000000 Penalty: 3634.268066
	Iteration 3F: 3 clusters Score -9134253 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -9136056.000000 Penalty: 3634.268066
	Iteration 4F: 3 clusters Score -9136056 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -9138047.000000 Penalty: 3634.268066
	Iteration 5F: 3 clusters Score -9138047 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -9139966.000000 Penalty: 3634.268066
	Iteration 6F: 3 clusters Score -9139966 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -9141570.000000 Penalty: 3634.268066
	Iteration 7Q: 3 clusters Score -9141570 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -9142837.000000 Penalty: 3634.268066
	Iteration 8Q: 3 clusters Score -9142837 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -9144034.000000 Penalty: 3634.268066
	Iteration 9Q: 3 clusters Score -9144034 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -9145260.000000 Penalty: 3634.268066
	Iteration 10Q: 3 clusters Score -9145260 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -9146613.000000 Penalty: 3634.268066
	Iteration 11Q: 3 clusters Score -9146613 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -9147891.000000 Penalty: 3634.268066
	Iteration 12Q: 3 clusters Score -9147891 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -9148924.000000 Penalty: 3634.268066
	Iteration 13Q: 3 clusters Score -9148924 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -9149668.000000 Penalty: 3634.268066
	Iteration 14Q: 3 clusters Score -9149668 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -9150205.000000 Penalty: 3634.268066
	Iteration 15Q: 3 clusters Score -9150205 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -9150632.000000 Penalty: 3634.268066
	Iteration 16Q: 3 clusters Score -9150632 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -9150947.000000 Penalty: 3634.268066
	Iteration 17Q: 3 clusters Score -9150947 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -9151213.000000 Penalty: 3634.268066
	Iteration 18Q: 3 clusters Score -9151213 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -9151593.000000 Penalty: 3634.268066
	Iteration 19Q: 3 clusters Score -9151593 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -9151905.000000 Penalty: 3634.268066
	Iteration 20F: 3 clusters Score -9151905 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -9152261.000000 Penalty: 3634.268066
	Iteration 21Q: 3 clusters Score -9152261 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -9152645.000000 Penalty: 3634.268066
	Iteration 22Q: 3 clusters Score -9152645 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -9152972.000000 Penalty: 3634.268066
	Iteration 23Q: 3 clusters Score -9152972 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -9153394.000000 Penalty: 3634.268066
	Iteration 24Q: 3 clusters Score -9153394 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -9153791.000000 Penalty: 3634.268066
	Iteration 25Q: 3 clusters Score -9153791 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -9154163.000000 Penalty: 3634.268066
	Iteration 26Q: 3 clusters Score -9154163 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -9154520.000000 Penalty: 3634.268066
	Iteration 27Q: 3 clusters Score -9154520 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -9154904.000000 Penalty: 3634.268066
	Iteration 28Q: 3 clusters Score -9154904 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -9155312.000000 Penalty: 3634.268066
	Iteration 29Q: 3 clusters Score -9155312 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -9155673.000000 Penalty: 3634.268066
	Iteration 30Q: 3 clusters Score -9155673 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -9155930.000000 Penalty: 3634.268066
	Iteration 31Q: 3 clusters Score -9155930 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -9156152.000000 Penalty: 3634.268066
	Iteration 32Q: 3 clusters Score -9156152 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -9156373.000000 Penalty: 3634.268066
	Iteration 33Q: 3 clusters Score -9156373 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -9156536.000000 Penalty: 3634.268066
	Iteration 34Q: 3 clusters Score -9156536 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9156706.000000 Penalty: 3634.268066
	Iteration 35Q: 3 clusters Score -9156706 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9156866.000000 Penalty: 3634.268066
	Iteration 36Q: 3 clusters Score -9156866 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -9157029.000000 Penalty: 3634.268066
	Iteration 37Q: 3 clusters Score -9157029 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -9157153.000000 Penalty: 3634.268066
	Iteration 38Q: 3 clusters Score -9157153 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9157272.000000 Penalty: 3634.268066
	Iteration 39Q: 3 clusters Score -9157272 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9157391.000000 Penalty: 3634.268066
	Iteration 40F: 3 clusters Score -9157391 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9157506.000000 Penalty: 3634.268066
	Iteration 41Q: 3 clusters Score -9157506 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9157613.000000 Penalty: 3634.268066
	Iteration 42Q: 3 clusters Score -9157613 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9157672.000000 Penalty: 3634.268066
	Iteration 43Q: 3 clusters Score -9157672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9157722.000000 Penalty: 3634.268066
	Iteration 44Q: 3 clusters Score -9157722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9157747.000000 Penalty: 3634.268066
	Iteration 45Q: 3 clusters Score -9157747 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -9157829.000000 Penalty: 3634.268066
	Iteration 46Q: 3 clusters Score -9157829 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9157895.000000 Penalty: 3634.268066
	Iteration 47Q: 3 clusters Score -9157895 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9157945.000000 Penalty: 3634.268066
	Iteration 48Q: 3 clusters Score -9157945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9157976.000000 Penalty: 3634.268066
	Iteration 49Q: 3 clusters Score -9157976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9157975.000000 Penalty: 3634.268066
	Iteration 50Q: 3 clusters Score -9157975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9157992.000000 Penalty: 3634.268066
	Iteration 51Q: 3 clusters Score -9157992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9158023.000000 Penalty: 3634.268066
	Iteration 52Q: 3 clusters Score -9158023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9158030.000000 Penalty: 3634.268066
	Iteration 53Q: 3 clusters Score -9158030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9158050.000000 Penalty: 3634.268066
	Iteration 54Q: 3 clusters Score -9158050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9158048.000000 Penalty: 3634.268066
	Iteration 55Q: 3 clusters Score -9158048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9158075.000000 Penalty: 3634.268066
	Iteration 56Q: 3 clusters Score -9158075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9158083.000000 Penalty: 3634.268066
	Iteration 57Q: 3 clusters Score -9158083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9158080.000000 Penalty: 3634.268066
	Iteration 58Q: 3 clusters Score -9158080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9158091.000000 Penalty: 3634.268066
	Iteration 59Q: 3 clusters Score -9158091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9158102.000000 Penalty: 3634.268066
	Iteration 60F: 3 clusters Score -9158102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9158114.000000 Penalty: 3634.268066
	Iteration 61Q: 3 clusters Score -9158114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9158110.000000 Penalty: 3634.268066
	Iteration 62Q: 3 clusters Score -9158110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9158127.000000 Penalty: 3634.268066
	Iteration 63Q: 3 clusters Score -9158127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9158120.000000 Penalty: 3634.268066
	Iteration 64Q: 3 clusters Score -9158120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9158126.000000 Penalty: 3634.268066
	Iteration 65Q: 3 clusters Score -9158126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9158129.000000 Penalty: 3634.268066
	Iteration 66Q: 3 clusters Score -9158129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9158141.000000 Penalty: 3634.268066
	Iteration 67Q: 3 clusters Score -9158141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9158150.000000 Penalty: 3634.268066
	Iteration 68Q: 3 clusters Score -9158150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9158149.000000 Penalty: 3634.268066
	Iteration 69Q: 3 clusters Score -9158149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9158149.000000 Penalty: 3634.268066
	Iteration 70Q: 3 clusters Score -9158149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9158155.000000 Penalty: 3634.268066
	Iteration 71Q: 3 clusters Score -9158155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9158157.000000 Penalty: 3634.268066
	Iteration 72Q: 3 clusters Score -9158157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9158157.000000 Penalty: 3634.268066
	Iteration 73F: 3 clusters Score -9158157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -914842.437500 Penalty: 1443.951538
	Iteration 0F: 2 clusters Score -914842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -909528.750000 Penalty: 2887.903076
	Iteration 0F: 3 clusters Score -909528.8 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -911176.687500 Penalty: 2887.903076
	Iteration 1F: 3 clusters Score -911176.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -911449.187500 Penalty: 2887.903076
	Iteration 2F: 3 clusters Score -911449.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -911650.250000 Penalty: 2887.903076
	Iteration 3F: 3 clusters Score -911650.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -911835.875000 Penalty: 2887.903076
	Iteration 4Q: 3 clusters Score -911835.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -911997.875000 Penalty: 2887.903076
	Iteration 5Q: 3 clusters Score -911997.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -912181.187500 Penalty: 2887.903076
	Iteration 6Q: 3 clusters Score -912181.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -912402.000000 Penalty: 2887.903076
	Iteration 7Q: 3 clusters Score -912402 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -912631.187500 Penalty: 2887.903076
	Iteration 8Q: 3 clusters Score -912631.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -912861.250000 Penalty: 2887.903076
	Iteration 9Q: 3 clusters Score -912861.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -913033.812500 Penalty: 2887.903076
	Iteration 10Q: 3 clusters Score -913033.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -913169.000000 Penalty: 2887.903076
	Iteration 11Q: 3 clusters Score -913169 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -913276.687500 Penalty: 2887.903076
	Iteration 12Q: 3 clusters Score -913276.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -913362.750000 Penalty: 2887.903076
	Iteration 13Q: 3 clusters Score -913362.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -913427.437500 Penalty: 2887.903076
	Iteration 14Q: 3 clusters Score -913427.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -913487.312500 Penalty: 2887.903076
	Iteration 15Q: 3 clusters Score -913487.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -913537.937500 Penalty: 2887.903076
	Iteration 16Q: 3 clusters Score -913537.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -913572.437500 Penalty: 2887.903076
	Iteration 17Q: 3 clusters Score -913572.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -913604.437500 Penalty: 2887.903076
	Iteration 18Q: 3 clusters Score -913604.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -913633.687500 Penalty: 2887.903076
	Iteration 19Q: 3 clusters Score -913633.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -913654.750000 Penalty: 2887.903076
	Iteration 20F: 3 clusters Score -913654.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -913674.500000 Penalty: 2887.903076
	Iteration 21Q: 3 clusters Score -913674.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -913693.062500 Penalty: 2887.903076
	Iteration 22Q: 3 clusters Score -913693.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -913709.187500 Penalty: 2887.903076
	Iteration 23Q: 3 clusters Score -913709.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -913731.000000 Penalty: 2887.903076
	Iteration 24Q: 3 clusters Score -913731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -913743.375000 Penalty: 2887.903076
	Iteration 25Q: 3 clusters Score -913743.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -913753.500000 Penalty: 2887.903076
	Iteration 26Q: 3 clusters Score -913753.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -913769.437500 Penalty: 2887.903076
	Iteration 27Q: 3 clusters Score -913769.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -913778.687500 Penalty: 2887.903076
	Iteration 28Q: 3 clusters Score -913778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -913785.250000 Penalty: 2887.903076
	Iteration 29Q: 3 clusters Score -913785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -913789.937500 Penalty: 2887.903076
	Iteration 30Q: 3 clusters Score -913789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -913791.500000 Penalty: 2887.903076
	Iteration 31Q: 3 clusters Score -913791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -913793.312500 Penalty: 2887.903076
	Iteration 32Q: 3 clusters Score -913793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -913800.562500 Penalty: 2887.903076
	Iteration 33Q: 3 clusters Score -913800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -913804.375000 Penalty: 2887.903076
	Iteration 34Q: 3 clusters Score -913804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -913805.750000 Penalty: 2887.903076
	Iteration 35Q: 3 clusters Score -913805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -913811.250000 Penalty: 2887.903076
	Iteration 36Q: 3 clusters Score -913811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -913817.062500 Penalty: 2887.903076
	Iteration 37Q: 3 clusters Score -913817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -913822.500000 Penalty: 2887.903076
	Iteration 38Q: 3 clusters Score -913822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -913829.125000 Penalty: 2887.903076
	Iteration 39Q: 3 clusters Score -913829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -913837.000000 Penalty: 2887.903076
	Iteration 40F: 3 clusters Score -913837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -913842.125000 Penalty: 2887.903076
	Iteration 41Q: 3 clusters Score -913842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -913854.062500 Penalty: 2887.903076
	Iteration 42Q: 3 clusters Score -913854.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -913859.875000 Penalty: 2887.903076
	Iteration 43Q: 3 clusters Score -913859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -913860.562500 Penalty: 2887.903076
	Iteration 44Q: 3 clusters Score -913860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -913863.750000 Penalty: 2887.903076
	Iteration 45Q: 3 clusters Score -913863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -913866.687500 Penalty: 2887.903076
	Iteration 46Q: 3 clusters Score -913866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -913874.125000 Penalty: 2887.903076
	Iteration 47Q: 3 clusters Score -913874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -913878.562500 Penalty: 2887.903076
	Iteration 48Q: 3 clusters Score -913878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -913888.125000 Penalty: 2887.903076
	Iteration 49Q: 3 clusters Score -913888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -913896.187500 Penalty: 2887.903076
	Iteration 50Q: 3 clusters Score -913896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -913905.062500 Penalty: 2887.903076
	Iteration 51Q: 3 clusters Score -913905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -913908.562500 Penalty: 2887.903076
	Iteration 52Q: 3 clusters Score -913908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -913910.125000 Penalty: 2887.903076
	Iteration 53Q: 3 clusters Score -913910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -913914.687500 Penalty: 2887.903076
	Iteration 54Q: 3 clusters Score -913914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -913919.062500 Penalty: 2887.903076
	Iteration 55Q: 3 clusters Score -913919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -913926.437500 Penalty: 2887.903076
	Iteration 56Q: 3 clusters Score -913926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -913932.625000 Penalty: 2887.903076
	Iteration 57Q: 3 clusters Score -913932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -913933.937500 Penalty: 2887.903076
	Iteration 58Q: 3 clusters Score -913933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -913934.937500 Penalty: 2887.903076
	Iteration 59Q: 3 clusters Score -913934.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -913934.937500 Penalty: 2887.903076
	Iteration 60F: 3 clusters Score -913934.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1513228.000000 Penalty: 1536.680786
	Iteration 0F: 2 clusters Score -1513228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1504336.375000 Penalty: 3073.361572
	Iteration 0F: 3 clusters Score -1504336 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1507666.500000 Penalty: 3073.361572
	Iteration 1F: 3 clusters Score -1507666 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1508360.875000 Penalty: 3073.361572
	Iteration 2F: 3 clusters Score -1508361 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1509153.625000 Penalty: 3073.361572
	Iteration 3F: 3 clusters Score -1509154 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1509999.125000 Penalty: 3073.361572
	Iteration 4F: 3 clusters Score -1509999 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1510742.625000 Penalty: 3073.361572
	Iteration 5F: 3 clusters Score -1510743 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1511254.750000 Penalty: 3073.361572
	Iteration 6F: 3 clusters Score -1511255 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1511582.750000 Penalty: 3073.361572
	Iteration 7Q: 3 clusters Score -1511583 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1511795.125000 Penalty: 3073.361572
	Iteration 8Q: 3 clusters Score -1511795 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1511997.875000 Penalty: 3073.361572
	Iteration 9Q: 3 clusters Score -1511998 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1512171.000000 Penalty: 3073.361572
	Iteration 10Q: 3 clusters Score -1512171 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1512330.375000 Penalty: 3073.361572
	Iteration 11Q: 3 clusters Score -1512330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1512476.750000 Penalty: 3073.361572
	Iteration 12Q: 3 clusters Score -1512477 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1512595.750000 Penalty: 3073.361572
	Iteration 13Q: 3 clusters Score -1512596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1512689.000000 Penalty: 3073.361572
	Iteration 14Q: 3 clusters Score -1512689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1512773.500000 Penalty: 3073.361572
	Iteration 15Q: 3 clusters Score -1512774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1512842.500000 Penalty: 3073.361572
	Iteration 16Q: 3 clusters Score -1512842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1512882.875000 Penalty: 3073.361572
	Iteration 17Q: 3 clusters Score -1512883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1512900.000000 Penalty: 3073.361572
	Iteration 18Q: 3 clusters Score -1512900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1512918.625000 Penalty: 3073.361572
	Iteration 19Q: 3 clusters Score -1512919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1512939.375000 Penalty: 3073.361572
	Iteration 20F: 3 clusters Score -1512939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1512950.125000 Penalty: 3073.361572
	Iteration 21Q: 3 clusters Score -1512950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1512956.500000 Penalty: 3073.361572
	Iteration 22Q: 3 clusters Score -1512956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1512958.250000 Penalty: 3073.361572
	Iteration 23Q: 3 clusters Score -1512958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1512960.625000 Penalty: 3073.361572
	Iteration 24Q: 3 clusters Score -1512961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1512959.875000 Penalty: 3073.361572
	Iteration 25Q: 3 clusters Score -1512960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1512962.875000 Penalty: 3073.361572
	Iteration 26Q: 3 clusters Score -1512963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1512959.500000 Penalty: 3073.361572
	Iteration 27Q: 3 clusters Score -1512960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1512962.625000 Penalty: 3073.361572
	Iteration 28Q: 3 clusters Score -1512963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1512962.625000 Penalty: 3073.361572
	Iteration 29F: 3 clusters Score -1512963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -679102.500000 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -679102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -674877.687500 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -674877.7 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -676055.750000 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -676055.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -676274.062500 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -676274.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -676448.187500 Penalty: 2792.015137
	Iteration 3F: 3 clusters Score -676448.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -676622.875000 Penalty: 2792.015137
	Iteration 4F: 3 clusters Score -676622.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -676812.375000 Penalty: 2792.015137
	Iteration 5Q: 3 clusters Score -676812.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -677033.687500 Penalty: 2792.015137
	Iteration 6F: 3 clusters Score -677033.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -677316.625000 Penalty: 2792.015137
	Iteration 7F: 3 clusters Score -677316.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -677669.687500 Penalty: 2792.015137
	Iteration 8F: 3 clusters Score -677669.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -678010.625000 Penalty: 2792.015137
	Iteration 9F: 3 clusters Score -678010.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -678325.687500 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -678325.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -678558.000000 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -678558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -678650.937500 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -678650.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -678697.937500 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -678697.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -678740.187500 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -678740.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -678774.500000 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -678774.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -678796.125000 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -678796.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -678820.625000 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -678820.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -678844.375000 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -678844.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -678868.875000 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -678868.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -678889.937500 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -678889.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -678919.625000 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -678919.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -678946.000000 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -678946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -678979.125000 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -678979.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -679047.375000 Penalty: 2792.015137
	Iteration 24Q: 3 clusters Score -679047.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -679155.312500 Penalty: 2792.015137
	Iteration 25Q: 3 clusters Score -679155.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -679266.812500 Penalty: 2792.015137
	Iteration 26Q: 3 clusters Score -679266.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -679396.375000 Penalty: 2792.015137
	Iteration 27Q: 3 clusters Score -679396.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -679533.562500 Penalty: 2792.015137
	Iteration 28Q: 3 clusters Score -679533.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -679652.187500 Penalty: 2792.015137
	Iteration 29Q: 3 clusters Score -679652.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -679747.750000 Penalty: 2792.015137
	Iteration 30Q: 3 clusters Score -679747.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -679794.750000 Penalty: 2792.015137
	Iteration 31Q: 3 clusters Score -679794.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -679817.937500 Penalty: 2792.015137
	Iteration 32Q: 3 clusters Score -679817.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -679831.125000 Penalty: 2792.015137
	Iteration 33Q: 3 clusters Score -679831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -679836.500000 Penalty: 2792.015137
	Iteration 34Q: 3 clusters Score -679836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -679839.562500 Penalty: 2792.015137
	Iteration 35Q: 3 clusters Score -679839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -679841.062500 Penalty: 2792.015137
	Iteration 36Q: 3 clusters Score -679841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -679840.937500 Penalty: 2792.015137
	Iteration 37Q: 3 clusters Score -679840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -679842.250000 Penalty: 2792.015137
	Iteration 38Q: 3 clusters Score -679842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -679841.500000 Penalty: 2792.015137
	Iteration 39Q: 3 clusters Score -679841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -679841.250000 Penalty: 2792.015137
	Iteration 40F: 3 clusters Score -679841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 28644 members 
Mstep: Class 11 contains 85461 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 17211 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 51741 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 71548 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52802 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7425 members 
Mstep: Class 25 contains 100806 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 80210 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 53570 members 
Mstep: Class 33 contains 83280 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3736 members 
Mstep: Class 36 contains 2630 members 
Entering Unmasked Estep 
Score: -127757136.000000 Penalty: 80824.070312
Splitting cluster 9 changes total score from -127757184.000000 to -127757136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (28644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Entering Unmasked Estep 
Score: -3731792.750000 Penalty: 1667.688599
	Iteration 0F: 2 clusters Score -3731793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3712342.250000 Penalty: 3335.377197
	Iteration 0F: 3 clusters Score -3712342 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3719754.250000 Penalty: 3335.377197
	Iteration 1F: 3 clusters Score -3719754 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3720107.250000 Penalty: 3335.377197
	Iteration 2Q: 3 clusters Score -3720107 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3720391.250000 Penalty: 3335.377197
	Iteration 3Q: 3 clusters Score -3720391 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3720666.750000 Penalty: 3335.377197
	Iteration 4Q: 3 clusters Score -3720667 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3720979.250000 Penalty: 3335.377197
	Iteration 5Q: 3 clusters Score -3720979 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3721347.750000 Penalty: 3335.377197
	Iteration 6Q: 3 clusters Score -3721348 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3721845.500000 Penalty: 3335.377197
	Iteration 7Q: 3 clusters Score -3721846 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3722635.250000 Penalty: 3335.377197
	Iteration 8F: 3 clusters Score -3722635 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3723851.000000 Penalty: 3335.377197
	Iteration 9F: 3 clusters Score -3723851 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3725449.750000 Penalty: 3335.377197
	Iteration 10F: 3 clusters Score -3725450 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3727203.250000 Penalty: 3335.377197
	Iteration 11F: 3 clusters Score -3727203 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3728565.500000 Penalty: 3335.377197
	Iteration 12F: 3 clusters Score -3728566 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3729413.000000 Penalty: 3335.377197
	Iteration 13Q: 3 clusters Score -3729413 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3729954.000000 Penalty: 3335.377197
	Iteration 14Q: 3 clusters Score -3729954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3730321.250000 Penalty: 3335.377197
	Iteration 15Q: 3 clusters Score -3730321 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3730558.750000 Penalty: 3335.377197
	Iteration 16Q: 3 clusters Score -3730559 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3730717.000000 Penalty: 3335.377197
	Iteration 17Q: 3 clusters Score -3730717 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3730797.750000 Penalty: 3335.377197
	Iteration 18Q: 3 clusters Score -3730798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3730848.250000 Penalty: 3335.377197
	Iteration 19Q: 3 clusters Score -3730848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3730871.250000 Penalty: 3335.377197
	Iteration 20F: 3 clusters Score -3730871 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3730874.000000 Penalty: 3335.377197
	Iteration 21Q: 3 clusters Score -3730874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3730883.750000 Penalty: 3335.377197
	Iteration 22Q: 3 clusters Score -3730884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3730884.250000 Penalty: 3335.377197
	Iteration 23Q: 3 clusters Score -3730884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3730892.750000 Penalty: 3335.377197
	Iteration 24Q: 3 clusters Score -3730893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3730892.750000 Penalty: 3335.377197
	Iteration 25Q: 3 clusters Score -3730893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3730908.500000 Penalty: 3335.377197
	Iteration 26Q: 3 clusters Score -3730908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3730917.000000 Penalty: 3335.377197
	Iteration 27Q: 3 clusters Score -3730917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3730922.500000 Penalty: 3335.377197
	Iteration 28Q: 3 clusters Score -3730922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3730923.750000 Penalty: 3335.377197
	Iteration 29Q: 3 clusters Score -3730924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3730930.750000 Penalty: 3335.377197
	Iteration 30Q: 3 clusters Score -3730931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3730937.750000 Penalty: 3335.377197
	Iteration 31Q: 3 clusters Score -3730938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3730929.750000 Penalty: 3335.377197
	Iteration 32Q: 3 clusters Score -3730930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3730941.000000 Penalty: 3335.377197
	Iteration 33Q: 3 clusters Score -3730941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3730935.500000 Penalty: 3335.377197
	Iteration 34Q: 3 clusters Score -3730936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3730942.000000 Penalty: 3335.377197
	Iteration 35Q: 3 clusters Score -3730942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3730951.500000 Penalty: 3335.377197
	Iteration 36Q: 3 clusters Score -3730952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3730948.750000 Penalty: 3335.377197
	Iteration 37Q: 3 clusters Score -3730949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3730953.250000 Penalty: 3335.377197
	Iteration 38Q: 3 clusters Score -3730953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3730949.750000 Penalty: 3335.377197
	Iteration 39Q: 3 clusters Score -3730950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3730952.250000 Penalty: 3335.377197
	Iteration 40F: 3 clusters Score -3730952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3730958.500000 Penalty: 3335.377197
	Iteration 41Q: 3 clusters Score -3730958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3730955.250000 Penalty: 3335.377197
	Iteration 42Q: 3 clusters Score -3730955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3730960.500000 Penalty: 3335.377197
	Iteration 43Q: 3 clusters Score -3730960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3730965.750000 Penalty: 3335.377197
	Iteration 44Q: 3 clusters Score -3730966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3730965.250000 Penalty: 3335.377197
	Iteration 45Q: 3 clusters Score -3730965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3730964.500000 Penalty: 3335.377197
	Iteration 46Q: 3 clusters Score -3730964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3730970.250000 Penalty: 3335.377197
	Iteration 47Q: 3 clusters Score -3730970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3730971.750000 Penalty: 3335.377197
	Iteration 48Q: 3 clusters Score -3730972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3730973.250000 Penalty: 3335.377197
	Iteration 49Q: 3 clusters Score -3730973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3730971.750000 Penalty: 3335.377197
	Iteration 50Q: 3 clusters Score -3730972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3730972.250000 Penalty: 3335.377197
	Iteration 51Q: 3 clusters Score -3730972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3730973.000000 Penalty: 3335.377197
	Iteration 52Q: 3 clusters Score -3730973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3730973.000000 Penalty: 3335.377197
	Iteration 53F: 3 clusters Score -3730973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Entering Unmasked Estep 
Score: -11229631.000000 Penalty: 1845.320068
	Iteration 0F: 2 clusters Score -1.122963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -11177057.000000 Penalty: 3690.640137
	Iteration 0F: 3 clusters Score -1.117706e+07 nChanged 40668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -11201964.000000 Penalty: 3690.640137
	Iteration 1F: 3 clusters Score -1.120196e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -11204273.000000 Penalty: 3690.640137
	Iteration 2F: 3 clusters Score -1.120427e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -11207874.000000 Penalty: 3690.640137
	Iteration 3F: 3 clusters Score -1.120787e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -11212369.000000 Penalty: 3690.640137
	Iteration 4F: 3 clusters Score -1.121237e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -11217509.000000 Penalty: 3690.640137
	Iteration 5F: 3 clusters Score -1.121751e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -11222252.000000 Penalty: 3690.640137
	Iteration 6F: 3 clusters Score -1.122225e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -11225266.000000 Penalty: 3690.640137
	Iteration 7F: 3 clusters Score -1.122527e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -11226575.000000 Penalty: 3690.640137
	Iteration 8Q: 3 clusters Score -1.122658e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -11226964.000000 Penalty: 3690.640137
	Iteration 9Q: 3 clusters Score -1.122696e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -11226981.000000 Penalty: 3690.640137
	Iteration 10Q: 3 clusters Score -1.122698e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -11226970.000000 Penalty: 3690.640137
	Iteration 11Q: 3 clusters Score -1.122697e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -11227043.000000 Penalty: 3690.640137
	Iteration 12Q: 3 clusters Score -1.122704e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -11227123.000000 Penalty: 3690.640137
	Iteration 13Q: 3 clusters Score -1.122712e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -11227229.000000 Penalty: 3690.640137
	Iteration 14Q: 3 clusters Score -1.122723e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -11227284.000000 Penalty: 3690.640137
	Iteration 15Q: 3 clusters Score -1.122728e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -11227348.000000 Penalty: 3690.640137
	Iteration 16Q: 3 clusters Score -1.122735e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -11227449.000000 Penalty: 3690.640137
	Iteration 17Q: 3 clusters Score -1.122745e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -11227597.000000 Penalty: 3690.640137
	Iteration 18Q: 3 clusters Score -1.12276e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -11227693.000000 Penalty: 3690.640137
	Iteration 19Q: 3 clusters Score -1.122769e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11227934.000000 Penalty: 3690.640137
	Iteration 20F: 3 clusters Score -1.122793e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11227976.000000 Penalty: 3690.640137
	Iteration 21Q: 3 clusters Score -1.122798e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11228019.000000 Penalty: 3690.640137
	Iteration 22Q: 3 clusters Score -1.122802e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11228022.000000 Penalty: 3690.640137
	Iteration 23Q: 3 clusters Score -1.122802e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11228041.000000 Penalty: 3690.640137
	Iteration 24Q: 3 clusters Score -1.122804e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11228052.000000 Penalty: 3690.640137
	Iteration 25Q: 3 clusters Score -1.122805e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11228046.000000 Penalty: 3690.640137
	Iteration 26Q: 3 clusters Score -1.122805e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11228057.000000 Penalty: 3690.640137
	Iteration 27Q: 3 clusters Score -1.122806e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11228068.000000 Penalty: 3690.640137
	Iteration 28Q: 3 clusters Score -1.122807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11228084.000000 Penalty: 3690.640137
	Iteration 29Q: 3 clusters Score -1.122808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11228107.000000 Penalty: 3690.640137
	Iteration 30Q: 3 clusters Score -1.122811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11228115.000000 Penalty: 3690.640137
	Iteration 31Q: 3 clusters Score -1.122812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11228128.000000 Penalty: 3690.640137
	Iteration 32Q: 3 clusters Score -1.122813e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11228146.000000 Penalty: 3690.640137
	Iteration 33Q: 3 clusters Score -1.122815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11228159.000000 Penalty: 3690.640137
	Iteration 34Q: 3 clusters Score -1.122816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11228146.000000 Penalty: 3690.640137
	Iteration 35Q: 3 clusters Score -1.122815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11228159.000000 Penalty: 3690.640137
	Iteration 36Q: 3 clusters Score -1.122816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11228161.000000 Penalty: 3690.640137
	Iteration 37Q: 3 clusters Score -1.122816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11228145.000000 Penalty: 3690.640137
	Iteration 38Q: 3 clusters Score -1.122814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -11228149.000000 Penalty: 3690.640137
	Iteration 39Q: 3 clusters Score -1.122815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11228161.000000 Penalty: 3690.640137
	Iteration 40F: 3 clusters Score -1.122816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11228165.000000 Penalty: 3690.640137
	Iteration 41Q: 3 clusters Score -1.122816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11228157.000000 Penalty: 3690.640137
	Iteration 42Q: 3 clusters Score -1.122816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11228154.000000 Penalty: 3690.640137
	Iteration 43Q: 3 clusters Score -1.122815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11228154.000000 Penalty: 3690.640137
	Iteration 44F: 3 clusters Score -1.122815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Entering Unmasked Estep 
Score: -7064048.000000 Penalty: 1777.290161
	Iteration 0F: 2 clusters Score -7064048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -7026512.000000 Penalty: 3554.580322
	Iteration 0F: 3 clusters Score -7026512 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7041491.000000 Penalty: 3554.580322
	Iteration 1F: 3 clusters Score -7041491 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -7042067.000000 Penalty: 3554.580322
	Iteration 2Q: 3 clusters Score -7042067 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -7042602.500000 Penalty: 3554.580322
	Iteration 3Q: 3 clusters Score -7042602 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -7043156.000000 Penalty: 3554.580322
	Iteration 4Q: 3 clusters Score -7043156 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -7043772.500000 Penalty: 3554.580322
	Iteration 5Q: 3 clusters Score -7043772 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7044523.500000 Penalty: 3554.580322
	Iteration 6Q: 3 clusters Score -7044524 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -7045453.000000 Penalty: 3554.580322
	Iteration 7Q: 3 clusters Score -7045453 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -7046530.000000 Penalty: 3554.580322
	Iteration 8Q: 3 clusters Score -7046530 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -7047865.500000 Penalty: 3554.580322
	Iteration 9Q: 3 clusters Score -7047866 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -7049452.000000 Penalty: 3554.580322
	Iteration 10Q: 3 clusters Score -7049452 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -7051044.000000 Penalty: 3554.580322
	Iteration 11Q: 3 clusters Score -7051044 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -7052365.000000 Penalty: 3554.580322
	Iteration 12Q: 3 clusters Score -7052365 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -7053144.500000 Penalty: 3554.580322
	Iteration 13Q: 3 clusters Score -7053144 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -7053528.000000 Penalty: 3554.580322
	Iteration 14Q: 3 clusters Score -7053528 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7053770.500000 Penalty: 3554.580322
	Iteration 15Q: 3 clusters Score -7053770 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7053967.000000 Penalty: 3554.580322
	Iteration 16Q: 3 clusters Score -7053967 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -7054191.500000 Penalty: 3554.580322
	Iteration 17Q: 3 clusters Score -7054192 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -7054370.500000 Penalty: 3554.580322
	Iteration 18Q: 3 clusters Score -7054370 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -7054610.000000 Penalty: 3554.580322
	Iteration 19Q: 3 clusters Score -7054610 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -7054841.000000 Penalty: 3554.580322
	Iteration 20F: 3 clusters Score -7054841 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -7055150.000000 Penalty: 3554.580322
	Iteration 21Q: 3 clusters Score -7055150 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -7055420.500000 Penalty: 3554.580322
	Iteration 22Q: 3 clusters Score -7055420 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -7055686.500000 Penalty: 3554.580322
	Iteration 23Q: 3 clusters Score -7055686 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -7056051.000000 Penalty: 3554.580322
	Iteration 24Q: 3 clusters Score -7056051 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -7056419.000000 Penalty: 3554.580322
	Iteration 25Q: 3 clusters Score -7056419 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -7056772.500000 Penalty: 3554.580322
	Iteration 26Q: 3 clusters Score -7056772 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -7057226.000000 Penalty: 3554.580322
	Iteration 27Q: 3 clusters Score -7057226 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -7057779.500000 Penalty: 3554.580322
	Iteration 28Q: 3 clusters Score -7057780 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -7058266.500000 Penalty: 3554.580322
	Iteration 29Q: 3 clusters Score -7058266 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7058787.000000 Penalty: 3554.580322
	Iteration 30Q: 3 clusters Score -7058787 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -7059376.500000 Penalty: 3554.580322
	Iteration 31Q: 3 clusters Score -7059376 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7059925.500000 Penalty: 3554.580322
	Iteration 32Q: 3 clusters Score -7059926 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7060468.500000 Penalty: 3554.580322
	Iteration 33Q: 3 clusters Score -7060468 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7060957.000000 Penalty: 3554.580322
	Iteration 34Q: 3 clusters Score -7060957 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7061400.500000 Penalty: 3554.580322
	Iteration 35Q: 3 clusters Score -7061400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7061730.000000 Penalty: 3554.580322
	Iteration 36Q: 3 clusters Score -7061730 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7061988.500000 Penalty: 3554.580322
	Iteration 37Q: 3 clusters Score -7061988 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7062166.500000 Penalty: 3554.580322
	Iteration 38Q: 3 clusters Score -7062166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7062295.500000 Penalty: 3554.580322
	Iteration 39Q: 3 clusters Score -7062296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7062377.500000 Penalty: 3554.580322
	Iteration 40F: 3 clusters Score -7062378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7062449.000000 Penalty: 3554.580322
	Iteration 41Q: 3 clusters Score -7062449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7062482.500000 Penalty: 3554.580322
	Iteration 42Q: 3 clusters Score -7062482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7062505.000000 Penalty: 3554.580322
	Iteration 43Q: 3 clusters Score -7062505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7062527.000000 Penalty: 3554.580322
	Iteration 44Q: 3 clusters Score -7062527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7062552.000000 Penalty: 3554.580322
	Iteration 45Q: 3 clusters Score -7062552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7062564.500000 Penalty: 3554.580322
	Iteration 46Q: 3 clusters Score -7062564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7062590.000000 Penalty: 3554.580322
	Iteration 47Q: 3 clusters Score -7062590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7062620.000000 Penalty: 3554.580322
	Iteration 48Q: 3 clusters Score -7062620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7062633.500000 Penalty: 3554.580322
	Iteration 49Q: 3 clusters Score -7062634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7062652.000000 Penalty: 3554.580322
	Iteration 50Q: 3 clusters Score -7062652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7062650.000000 Penalty: 3554.580322
	Iteration 51Q: 3 clusters Score -7062650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7062657.500000 Penalty: 3554.580322
	Iteration 52Q: 3 clusters Score -7062658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7062662.500000 Penalty: 3554.580322
	Iteration 53Q: 3 clusters Score -7062662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7062666.000000 Penalty: 3554.580322
	Iteration 54Q: 3 clusters Score -7062666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7062672.000000 Penalty: 3554.580322
	Iteration 55Q: 3 clusters Score -7062672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7062684.500000 Penalty: 3554.580322
	Iteration 56Q: 3 clusters Score -7062684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7062687.500000 Penalty: 3554.580322
	Iteration 57Q: 3 clusters Score -7062688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7062694.000000 Penalty: 3554.580322
	Iteration 58Q: 3 clusters Score -7062694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7062692.500000 Penalty: 3554.580322
	Iteration 59Q: 3 clusters Score -7062692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7062704.500000 Penalty: 3554.580322
	Iteration 60F: 3 clusters Score -7062704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7062709.500000 Penalty: 3554.580322
	Iteration 61Q: 3 clusters Score -7062710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7062710.500000 Penalty: 3554.580322
	Iteration 62Q: 3 clusters Score -7062710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7062709.000000 Penalty: 3554.580322
	Iteration 63Q: 3 clusters Score -7062709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7062706.500000 Penalty: 3554.580322
	Iteration 64Q: 3 clusters Score -7062706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7062711.000000 Penalty: 3554.580322
	Iteration 65Q: 3 clusters Score -7062711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7062712.500000 Penalty: 3554.580322
	Iteration 66Q: 3 clusters Score -7062712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7062710.500000 Penalty: 3554.580322
	Iteration 67Q: 3 clusters Score -7062710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7062708.500000 Penalty: 3554.580322
	Iteration 68Q: 3 clusters Score -7062708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7062711.500000 Penalty: 3554.580322
	Iteration 69Q: 3 clusters Score -7062712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7062713.500000 Penalty: 3554.580322
	Iteration 70Q: 3 clusters Score -7062714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7062715.500000 Penalty: 3554.580322
	Iteration 71Q: 3 clusters Score -7062716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7062712.500000 Penalty: 3554.580322
	Iteration 72Q: 3 clusters Score -7062712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7062711.500000 Penalty: 3554.580322
	Iteration 73Q: 3 clusters Score -7062712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7062716.500000 Penalty: 3554.580322
	Iteration 74Q: 3 clusters Score -7062716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7062720.500000 Penalty: 3554.580322
	Iteration 75Q: 3 clusters Score -7062720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7062722.000000 Penalty: 3554.580322
	Iteration 76Q: 3 clusters Score -7062722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7062723.500000 Penalty: 3554.580322
	Iteration 77Q: 3 clusters Score -7062724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7062723.500000 Penalty: 3554.580322
	Iteration 78F: 3 clusters Score -7062724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Entering Unmasked Estep 
Score: -2205615.000000 Penalty: 1584.911865
	Iteration 0F: 2 clusters Score -2205615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2193856.750000 Penalty: 3169.823730
	Iteration 0F: 3 clusters Score -2193857 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2198077.250000 Penalty: 3169.823730
	Iteration 1F: 3 clusters Score -2198077 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2198462.500000 Penalty: 3169.823730
	Iteration 2F: 3 clusters Score -2198462 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2198860.250000 Penalty: 3169.823730
	Iteration 3Q: 3 clusters Score -2198860 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2199337.500000 Penalty: 3169.823730
	Iteration 4F: 3 clusters Score -2199338 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2199939.500000 Penalty: 3169.823730
	Iteration 5F: 3 clusters Score -2199940 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2200705.500000 Penalty: 3169.823730
	Iteration 6F: 3 clusters Score -2200706 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2201481.250000 Penalty: 3169.823730
	Iteration 7F: 3 clusters Score -2201481 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2202207.750000 Penalty: 3169.823730
	Iteration 8F: 3 clusters Score -2202208 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2202840.500000 Penalty: 3169.823730
	Iteration 9Q: 3 clusters Score -2202840 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2203268.250000 Penalty: 3169.823730
	Iteration 10Q: 3 clusters Score -2203268 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2203566.500000 Penalty: 3169.823730
	Iteration 11Q: 3 clusters Score -2203566 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2203803.000000 Penalty: 3169.823730
	Iteration 12Q: 3 clusters Score -2203803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2203953.750000 Penalty: 3169.823730
	Iteration 13Q: 3 clusters Score -2203954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2204038.750000 Penalty: 3169.823730
	Iteration 14Q: 3 clusters Score -2204039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2204084.250000 Penalty: 3169.823730
	Iteration 15Q: 3 clusters Score -2204084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2204126.500000 Penalty: 3169.823730
	Iteration 16Q: 3 clusters Score -2204126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2204166.000000 Penalty: 3169.823730
	Iteration 17Q: 3 clusters Score -2204166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2204189.000000 Penalty: 3169.823730
	Iteration 18Q: 3 clusters Score -2204189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2204207.000000 Penalty: 3169.823730
	Iteration 19Q: 3 clusters Score -2204207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2204228.000000 Penalty: 3169.823730
	Iteration 20F: 3 clusters Score -2204228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2204240.000000 Penalty: 3169.823730
	Iteration 21Q: 3 clusters Score -2204240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2204248.250000 Penalty: 3169.823730
	Iteration 22Q: 3 clusters Score -2204248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2204257.000000 Penalty: 3169.823730
	Iteration 23Q: 3 clusters Score -2204257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2204257.250000 Penalty: 3169.823730
	Iteration 24Q: 3 clusters Score -2204257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2204258.000000 Penalty: 3169.823730
	Iteration 25Q: 3 clusters Score -2204258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2204261.500000 Penalty: 3169.823730
	Iteration 26Q: 3 clusters Score -2204262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2204262.000000 Penalty: 3169.823730
	Iteration 27Q: 3 clusters Score -2204262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2204262.000000 Penalty: 3169.823730
	Iteration 28F: 3 clusters Score -2204262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -682873.875000 Penalty: 1403.529907
	Iteration 0F: 2 clusters Score -682873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -678515.000000 Penalty: 2807.059814
	Iteration 0F: 3 clusters Score -678515 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -679763.000000 Penalty: 2807.059814
	Iteration 1F: 3 clusters Score -679763 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -679974.562500 Penalty: 2807.059814
	Iteration 2F: 3 clusters Score -679974.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -680202.125000 Penalty: 2807.059814
	Iteration 3F: 3 clusters Score -680202.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -680456.750000 Penalty: 2807.059814
	Iteration 4F: 3 clusters Score -680456.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -680716.562500 Penalty: 2807.059814
	Iteration 5F: 3 clusters Score -680716.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -680975.937500 Penalty: 2807.059814
	Iteration 6F: 3 clusters Score -680975.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -681183.375000 Penalty: 2807.059814
	Iteration 7F: 3 clusters Score -681183.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -681350.562500 Penalty: 2807.059814
	Iteration 8Q: 3 clusters Score -681350.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -681475.500000 Penalty: 2807.059814
	Iteration 9Q: 3 clusters Score -681475.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -681564.500000 Penalty: 2807.059814
	Iteration 10Q: 3 clusters Score -681564.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -681638.125000 Penalty: 2807.059814
	Iteration 11Q: 3 clusters Score -681638.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -681703.375000 Penalty: 2807.059814
	Iteration 12Q: 3 clusters Score -681703.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -681748.500000 Penalty: 2807.059814
	Iteration 13Q: 3 clusters Score -681748.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -681783.812500 Penalty: 2807.059814
	Iteration 14Q: 3 clusters Score -681783.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -681807.375000 Penalty: 2807.059814
	Iteration 15Q: 3 clusters Score -681807.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -681821.937500 Penalty: 2807.059814
	Iteration 16Q: 3 clusters Score -681821.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -681830.687500 Penalty: 2807.059814
	Iteration 17Q: 3 clusters Score -681830.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -681838.562500 Penalty: 2807.059814
	Iteration 18Q: 3 clusters Score -681838.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -681845.000000 Penalty: 2807.059814
	Iteration 19Q: 3 clusters Score -681845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -681847.187500 Penalty: 2807.059814
	Iteration 20F: 3 clusters Score -681847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -681852.750000 Penalty: 2807.059814
	Iteration 21Q: 3 clusters Score -681852.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -681859.625000 Penalty: 2807.059814
	Iteration 22Q: 3 clusters Score -681859.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -681869.000000 Penalty: 2807.059814
	Iteration 23Q: 3 clusters Score -681869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -681879.312500 Penalty: 2807.059814
	Iteration 24Q: 3 clusters Score -681879.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -681885.562500 Penalty: 2807.059814
	Iteration 25Q: 3 clusters Score -681885.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -681890.125000 Penalty: 2807.059814
	Iteration 26Q: 3 clusters Score -681890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -681896.812500 Penalty: 2807.059814
	Iteration 27Q: 3 clusters Score -681896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -681902.562500 Penalty: 2807.059814
	Iteration 28Q: 3 clusters Score -681902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -681907.750000 Penalty: 2807.059814
	Iteration 29Q: 3 clusters Score -681907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -681909.937500 Penalty: 2807.059814
	Iteration 30Q: 3 clusters Score -681909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -681911.625000 Penalty: 2807.059814
	Iteration 31Q: 3 clusters Score -681911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -681914.000000 Penalty: 2807.059814
	Iteration 32Q: 3 clusters Score -681914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -681917.062500 Penalty: 2807.059814
	Iteration 33Q: 3 clusters Score -681917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -681916.750000 Penalty: 2807.059814
	Iteration 34Q: 3 clusters Score -681916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -681917.437500 Penalty: 2807.059814
	Iteration 35Q: 3 clusters Score -681917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -681919.000000 Penalty: 2807.059814
	Iteration 36Q: 3 clusters Score -681919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -681918.250000 Penalty: 2807.059814
	Iteration 37Q: 3 clusters Score -681918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -681918.250000 Penalty: 2807.059814
	Iteration 38F: 3 clusters Score -681918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Entering Unmasked Estep 
Score: -6886176.000000 Penalty: 1763.776001
	Iteration 0F: 2 clusters Score -6886176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -6851727.000000 Penalty: 3527.552002
	Iteration 0F: 3 clusters Score -6851727 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -6865426.500000 Penalty: 3527.552002
	Iteration 1F: 3 clusters Score -6865426 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -6865773.500000 Penalty: 3527.552002
	Iteration 2Q: 3 clusters Score -6865774 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6866081.500000 Penalty: 3527.552002
	Iteration 3Q: 3 clusters Score -6866082 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6866351.000000 Penalty: 3527.552002
	Iteration 4Q: 3 clusters Score -6866351 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -6866708.000000 Penalty: 3527.552002
	Iteration 5Q: 3 clusters Score -6866708 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -6867132.000000 Penalty: 3527.552002
	Iteration 6Q: 3 clusters Score -6867132 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -6867701.500000 Penalty: 3527.552002
	Iteration 7Q: 3 clusters Score -6867702 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -6868567.500000 Penalty: 3527.552002
	Iteration 8Q: 3 clusters Score -6868568 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -6870103.500000 Penalty: 3527.552002
	Iteration 9F: 3 clusters Score -6870104 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -6872634.000000 Penalty: 3527.552002
	Iteration 10F: 3 clusters Score -6872634 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -6875841.500000 Penalty: 3527.552002
	Iteration 11F: 3 clusters Score -6875842 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -6879104.000000 Penalty: 3527.552002
	Iteration 12F: 3 clusters Score -6879104 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -6881434.500000 Penalty: 3527.552002
	Iteration 13Q: 3 clusters Score -6881434 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6882759.000000 Penalty: 3527.552002
	Iteration 14Q: 3 clusters Score -6882759 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6883491.500000 Penalty: 3527.552002
	Iteration 15Q: 3 clusters Score -6883492 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -6883937.500000 Penalty: 3527.552002
	Iteration 16Q: 3 clusters Score -6883938 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6884172.000000 Penalty: 3527.552002
	Iteration 17Q: 3 clusters Score -6884172 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -6884324.500000 Penalty: 3527.552002
	Iteration 18Q: 3 clusters Score -6884324 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6884443.500000 Penalty: 3527.552002
	Iteration 19Q: 3 clusters Score -6884444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -6884537.500000 Penalty: 3527.552002
	Iteration 20F: 3 clusters Score -6884538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6884594.500000 Penalty: 3527.552002
	Iteration 21Q: 3 clusters Score -6884594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6884638.000000 Penalty: 3527.552002
	Iteration 22Q: 3 clusters Score -6884638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6884668.000000 Penalty: 3527.552002
	Iteration 23Q: 3 clusters Score -6884668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -6884698.500000 Penalty: 3527.552002
	Iteration 24Q: 3 clusters Score -6884698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -6884717.000000 Penalty: 3527.552002
	Iteration 25Q: 3 clusters Score -6884717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6884723.000000 Penalty: 3527.552002
	Iteration 26Q: 3 clusters Score -6884723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -6884731.000000 Penalty: 3527.552002
	Iteration 27Q: 3 clusters Score -6884731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -6884737.000000 Penalty: 3527.552002
	Iteration 28Q: 3 clusters Score -6884737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6884740.000000 Penalty: 3527.552002
	Iteration 29Q: 3 clusters Score -6884740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6884743.000000 Penalty: 3527.552002
	Iteration 30Q: 3 clusters Score -6884743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6884743.000000 Penalty: 3527.552002
	Iteration 31F: 3 clusters Score -6884743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -810617.625000 Penalty: 1425.675049
	Iteration 0F: 2 clusters Score -810617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -805720.125000 Penalty: 2851.350098
	Iteration 0F: 3 clusters Score -805720.1 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -807130.187500 Penalty: 2851.350098
	Iteration 1F: 3 clusters Score -807130.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -807304.687500 Penalty: 2851.350098
	Iteration 2F: 3 clusters Score -807304.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -807403.250000 Penalty: 2851.350098
	Iteration 3Q: 3 clusters Score -807403.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -807490.062500 Penalty: 2851.350098
	Iteration 4Q: 3 clusters Score -807490.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -807561.187500 Penalty: 2851.350098
	Iteration 5Q: 3 clusters Score -807561.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -807628.812500 Penalty: 2851.350098
	Iteration 6Q: 3 clusters Score -807628.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -807685.875000 Penalty: 2851.350098
	Iteration 7Q: 3 clusters Score -807685.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -807731.625000 Penalty: 2851.350098
	Iteration 8Q: 3 clusters Score -807731.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -807777.187500 Penalty: 2851.350098
	Iteration 9Q: 3 clusters Score -807777.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -807809.312500 Penalty: 2851.350098
	Iteration 10Q: 3 clusters Score -807809.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -807841.875000 Penalty: 2851.350098
	Iteration 11Q: 3 clusters Score -807841.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -807879.750000 Penalty: 2851.350098
	Iteration 12Q: 3 clusters Score -807879.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -807925.562500 Penalty: 2851.350098
	Iteration 13Q: 3 clusters Score -807925.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -807974.250000 Penalty: 2851.350098
	Iteration 14Q: 3 clusters Score -807974.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -808021.250000 Penalty: 2851.350098
	Iteration 15Q: 3 clusters Score -808021.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -808094.312500 Penalty: 2851.350098
	Iteration 16Q: 3 clusters Score -808094.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -808176.687500 Penalty: 2851.350098
	Iteration 17Q: 3 clusters Score -808176.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -808289.062500 Penalty: 2851.350098
	Iteration 18Q: 3 clusters Score -808289.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -808408.500000 Penalty: 2851.350098
	Iteration 19Q: 3 clusters Score -808408.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -808532.062500 Penalty: 2851.350098
	Iteration 20F: 3 clusters Score -808532.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -808642.375000 Penalty: 2851.350098
	Iteration 21Q: 3 clusters Score -808642.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -808742.062500 Penalty: 2851.350098
	Iteration 22Q: 3 clusters Score -808742.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -808845.500000 Penalty: 2851.350098
	Iteration 23Q: 3 clusters Score -808845.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -808937.937500 Penalty: 2851.350098
	Iteration 24Q: 3 clusters Score -808937.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -809026.375000 Penalty: 2851.350098
	Iteration 25Q: 3 clusters Score -809026.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -809091.187500 Penalty: 2851.350098
	Iteration 26Q: 3 clusters Score -809091.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -809145.187500 Penalty: 2851.350098
	Iteration 27Q: 3 clusters Score -809145.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -809194.812500 Penalty: 2851.350098
	Iteration 28Q: 3 clusters Score -809194.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -809245.062500 Penalty: 2851.350098
	Iteration 29Q: 3 clusters Score -809245.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -809300.062500 Penalty: 2851.350098
	Iteration 30Q: 3 clusters Score -809300.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -809343.000000 Penalty: 2851.350098
	Iteration 31Q: 3 clusters Score -809343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -809374.187500 Penalty: 2851.350098
	Iteration 32Q: 3 clusters Score -809374.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -809398.750000 Penalty: 2851.350098
	Iteration 33Q: 3 clusters Score -809398.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -809410.687500 Penalty: 2851.350098
	Iteration 34Q: 3 clusters Score -809410.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -809421.625000 Penalty: 2851.350098
	Iteration 35Q: 3 clusters Score -809421.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -809432.000000 Penalty: 2851.350098
	Iteration 36Q: 3 clusters Score -809432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -809441.562500 Penalty: 2851.350098
	Iteration 37Q: 3 clusters Score -809441.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -809445.000000 Penalty: 2851.350098
	Iteration 38Q: 3 clusters Score -809445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -809450.500000 Penalty: 2851.350098
	Iteration 39Q: 3 clusters Score -809450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -809454.875000 Penalty: 2851.350098
	Iteration 40F: 3 clusters Score -809454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -809454.187500 Penalty: 2851.350098
	Iteration 41Q: 3 clusters Score -809454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -809457.500000 Penalty: 2851.350098
	Iteration 42Q: 3 clusters Score -809457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -809460.562500 Penalty: 2851.350098
	Iteration 43Q: 3 clusters Score -809460.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -809466.187500 Penalty: 2851.350098
	Iteration 44Q: 3 clusters Score -809466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -809469.187500 Penalty: 2851.350098
	Iteration 45Q: 3 clusters Score -809469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -809472.562500 Penalty: 2851.350098
	Iteration 46Q: 3 clusters Score -809472.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -809476.125000 Penalty: 2851.350098
	Iteration 47Q: 3 clusters Score -809476.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -809479.312500 Penalty: 2851.350098
	Iteration 48Q: 3 clusters Score -809479.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -809485.312500 Penalty: 2851.350098
	Iteration 49Q: 3 clusters Score -809485.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -809492.875000 Penalty: 2851.350098
	Iteration 50Q: 3 clusters Score -809492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -809502.625000 Penalty: 2851.350098
	Iteration 51Q: 3 clusters Score -809502.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -809517.562500 Penalty: 2851.350098
	Iteration 52Q: 3 clusters Score -809517.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -809523.875000 Penalty: 2851.350098
	Iteration 53Q: 3 clusters Score -809523.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -809533.500000 Penalty: 2851.350098
	Iteration 54Q: 3 clusters Score -809533.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -809541.312500 Penalty: 2851.350098
	Iteration 55Q: 3 clusters Score -809541.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -809548.312500 Penalty: 2851.350098
	Iteration 56Q: 3 clusters Score -809548.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -809552.062500 Penalty: 2851.350098
	Iteration 57Q: 3 clusters Score -809552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -809555.687500 Penalty: 2851.350098
	Iteration 58Q: 3 clusters Score -809555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -809556.312500 Penalty: 2851.350098
	Iteration 59Q: 3 clusters Score -809556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -809563.500000 Penalty: 2851.350098
	Iteration 60F: 3 clusters Score -809563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -809567.687500 Penalty: 2851.350098
	Iteration 61Q: 3 clusters Score -809567.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -809568.500000 Penalty: 2851.350098
	Iteration 62Q: 3 clusters Score -809568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -809570.687500 Penalty: 2851.350098
	Iteration 63Q: 3 clusters Score -809570.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -809571.937500 Penalty: 2851.350098
	Iteration 64Q: 3 clusters Score -809571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -809575.000000 Penalty: 2851.350098
	Iteration 65Q: 3 clusters Score -809575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -809579.750000 Penalty: 2851.350098
	Iteration 66Q: 3 clusters Score -809579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -809583.562500 Penalty: 2851.350098
	Iteration 67Q: 3 clusters Score -809583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -809584.187500 Penalty: 2851.350098
	Iteration 68Q: 3 clusters Score -809584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -809584.875000 Penalty: 2851.350098
	Iteration 69Q: 3 clusters Score -809584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -809585.625000 Penalty: 2851.350098
	Iteration 70Q: 3 clusters Score -809585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -809585.625000 Penalty: 2851.350098
	Iteration 71F: 3 clusters Score -809585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Entering Unmasked Estep 
Score: -9909816.000000 Penalty: 1823.357178
	Iteration 0F: 2 clusters Score -9909816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -9862280.000000 Penalty: 3646.714355
	Iteration 0F: 3 clusters Score -9862280 nChanged 35690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -9882390.000000 Penalty: 3646.714355
	Iteration 1F: 3 clusters Score -9882390 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -9882865.000000 Penalty: 3646.714355
	Iteration 2Q: 3 clusters Score -9882865 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -9883487.000000 Penalty: 3646.714355
	Iteration 3Q: 3 clusters Score -9883487 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -9884116.000000 Penalty: 3646.714355
	Iteration 4Q: 3 clusters Score -9884116 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -9884768.000000 Penalty: 3646.714355
	Iteration 5Q: 3 clusters Score -9884768 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -9885440.000000 Penalty: 3646.714355
	Iteration 6Q: 3 clusters Score -9885440 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -9886164.000000 Penalty: 3646.714355
	Iteration 7Q: 3 clusters Score -9886164 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -9887208.000000 Penalty: 3646.714355
	Iteration 8Q: 3 clusters Score -9887208 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -9888736.000000 Penalty: 3646.714355
	Iteration 9Q: 3 clusters Score -9888736 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -9890940.000000 Penalty: 3646.714355
	Iteration 10Q: 3 clusters Score -9890940 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -9893498.000000 Penalty: 3646.714355
	Iteration 11F: 3 clusters Score -9893498 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -9896061.000000 Penalty: 3646.714355
	Iteration 12F: 3 clusters Score -9896061 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -9897791.000000 Penalty: 3646.714355
	Iteration 13Q: 3 clusters Score -9897791 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -9898619.000000 Penalty: 3646.714355
	Iteration 14Q: 3 clusters Score -9898619 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -9899079.000000 Penalty: 3646.714355
	Iteration 15Q: 3 clusters Score -9899079 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -9899464.000000 Penalty: 3646.714355
	Iteration 16Q: 3 clusters Score -9899464 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -9899821.000000 Penalty: 3646.714355
	Iteration 17Q: 3 clusters Score -9899821 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -9900364.000000 Penalty: 3646.714355
	Iteration 18Q: 3 clusters Score -9900364 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -9900945.000000 Penalty: 3646.714355
	Iteration 19Q: 3 clusters Score -9900945 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -9901706.000000 Penalty: 3646.714355
	Iteration 20F: 3 clusters Score -9901706 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -9902597.000000 Penalty: 3646.714355
	Iteration 21Q: 3 clusters Score -9902597 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -9903410.000000 Penalty: 3646.714355
	Iteration 22Q: 3 clusters Score -9903410 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -9904159.000000 Penalty: 3646.714355
	Iteration 23Q: 3 clusters Score -9904159 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -9904863.000000 Penalty: 3646.714355
	Iteration 24Q: 3 clusters Score -9904863 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -9905549.000000 Penalty: 3646.714355
	Iteration 25Q: 3 clusters Score -9905549 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -9906058.000000 Penalty: 3646.714355
	Iteration 26Q: 3 clusters Score -9906058 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -9906443.000000 Penalty: 3646.714355
	Iteration 27Q: 3 clusters Score -9906443 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -9906827.000000 Penalty: 3646.714355
	Iteration 28Q: 3 clusters Score -9906827 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -9907079.000000 Penalty: 3646.714355
	Iteration 29Q: 3 clusters Score -9907079 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -9907365.000000 Penalty: 3646.714355
	Iteration 30Q: 3 clusters Score -9907365 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -9907612.000000 Penalty: 3646.714355
	Iteration 31Q: 3 clusters Score -9907612 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -9907813.000000 Penalty: 3646.714355
	Iteration 32Q: 3 clusters Score -9907813 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -9908006.000000 Penalty: 3646.714355
	Iteration 33Q: 3 clusters Score -9908006 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -9908184.000000 Penalty: 3646.714355
	Iteration 34Q: 3 clusters Score -9908184 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -9908320.000000 Penalty: 3646.714355
	Iteration 35Q: 3 clusters Score -9908320 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -9908408.000000 Penalty: 3646.714355
	Iteration 36Q: 3 clusters Score -9908408 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -9908524.000000 Penalty: 3646.714355
	Iteration 37Q: 3 clusters Score -9908524 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -9908622.000000 Penalty: 3646.714355
	Iteration 38Q: 3 clusters Score -9908622 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -9908736.000000 Penalty: 3646.714355
	Iteration 39Q: 3 clusters Score -9908736 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -9908877.000000 Penalty: 3646.714355
	Iteration 40F: 3 clusters Score -9908877 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -9909038.000000 Penalty: 3646.714355
	Iteration 41Q: 3 clusters Score -9909038 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -9909155.000000 Penalty: 3646.714355
	Iteration 42Q: 3 clusters Score -9909155 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -9909186.000000 Penalty: 3646.714355
	Iteration 43Q: 3 clusters Score -9909186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -9909182.000000 Penalty: 3646.714355
	Iteration 44Q: 3 clusters Score -9909182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -9909192.000000 Penalty: 3646.714355
	Iteration 45Q: 3 clusters Score -9909192 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -9909204.000000 Penalty: 3646.714355
	Iteration 46Q: 3 clusters Score -9909204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -9909189.000000 Penalty: 3646.714355
	Iteration 47Q: 3 clusters Score -9909189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -9909192.000000 Penalty: 3646.714355
	Iteration 48Q: 3 clusters Score -9909192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -9909194.000000 Penalty: 3646.714355
	Iteration 49Q: 3 clusters Score -9909194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -9909209.000000 Penalty: 3646.714355
	Iteration 50Q: 3 clusters Score -9909209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -9909188.000000 Penalty: 3646.714355
	Iteration 51Q: 3 clusters Score -9909188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -9909208.000000 Penalty: 3646.714355
	Iteration 52Q: 3 clusters Score -9909208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -9909209.000000 Penalty: 3646.714355
	Iteration 53Q: 3 clusters Score -9909209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9909204.000000 Penalty: 3646.714355
	Iteration 54Q: 3 clusters Score -9909204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9909198.000000 Penalty: 3646.714355
	Iteration 55Q: 3 clusters Score -9909198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -9909211.000000 Penalty: 3646.714355
	Iteration 56Q: 3 clusters Score -9909211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9909210.000000 Penalty: 3646.714355
	Iteration 57Q: 3 clusters Score -9909210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9909215.000000 Penalty: 3646.714355
	Iteration 58Q: 3 clusters Score -9909215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -9909216.000000 Penalty: 3646.714355
	Iteration 59Q: 3 clusters Score -9909216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -9909221.000000 Penalty: 3646.714355
	Iteration 60F: 3 clusters Score -9909221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -9909222.000000 Penalty: 3646.714355
	Iteration 61Q: 3 clusters Score -9909222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -9909216.000000 Penalty: 3646.714355
	Iteration 62Q: 3 clusters Score -9909216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -9909216.000000 Penalty: 3646.714355
	Iteration 63F: 3 clusters Score -9909216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Entering Unmasked Estep 
Score: -9494370.000000 Penalty: 1816.445068
	Iteration 0F: 2 clusters Score -9494370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -9447533.000000 Penalty: 3632.890137
	Iteration 0F: 3 clusters Score -9447533 nChanged 34177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -9467441.000000 Penalty: 3632.890137
	Iteration 1F: 3 clusters Score -9467441 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -9468005.000000 Penalty: 3632.890137
	Iteration 2Q: 3 clusters Score -9468005 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -9468795.000000 Penalty: 3632.890137
	Iteration 3Q: 3 clusters Score -9468795 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -9469670.000000 Penalty: 3632.890137
	Iteration 4Q: 3 clusters Score -9469670 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -9470810.000000 Penalty: 3632.890137
	Iteration 5Q: 3 clusters Score -9470810 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -9472326.000000 Penalty: 3632.890137
	Iteration 6Q: 3 clusters Score -9472326 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -9474252.000000 Penalty: 3632.890137
	Iteration 7F: 3 clusters Score -9474252 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -9476712.000000 Penalty: 3632.890137
	Iteration 8F: 3 clusters Score -9476712 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -9479489.000000 Penalty: 3632.890137
	Iteration 9F: 3 clusters Score -9479489 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -9481943.000000 Penalty: 3632.890137
	Iteration 10F: 3 clusters Score -9481943 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -9483582.000000 Penalty: 3632.890137
	Iteration 11Q: 3 clusters Score -9483582 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -9484628.000000 Penalty: 3632.890137
	Iteration 12Q: 3 clusters Score -9484628 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -9485445.000000 Penalty: 3632.890137
	Iteration 13Q: 3 clusters Score -9485445 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -9486077.000000 Penalty: 3632.890137
	Iteration 14Q: 3 clusters Score -9486077 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -9486673.000000 Penalty: 3632.890137
	Iteration 15Q: 3 clusters Score -9486673 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -9487248.000000 Penalty: 3632.890137
	Iteration 16Q: 3 clusters Score -9487248 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -9487834.000000 Penalty: 3632.890137
	Iteration 17Q: 3 clusters Score -9487834 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -9488503.000000 Penalty: 3632.890137
	Iteration 18Q: 3 clusters Score -9488503 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -9489134.000000 Penalty: 3632.890137
	Iteration 19Q: 3 clusters Score -9489134 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -9489671.000000 Penalty: 3632.890137
	Iteration 20F: 3 clusters Score -9489671 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -9490350.000000 Penalty: 3632.890137
	Iteration 21Q: 3 clusters Score -9490350 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -9490909.000000 Penalty: 3632.890137
	Iteration 22Q: 3 clusters Score -9490909 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -9491329.000000 Penalty: 3632.890137
	Iteration 23Q: 3 clusters Score -9491329 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9491730.000000 Penalty: 3632.890137
	Iteration 24Q: 3 clusters Score -9491730 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9491952.000000 Penalty: 3632.890137
	Iteration 25Q: 3 clusters Score -9491952 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9492179.000000 Penalty: 3632.890137
	Iteration 26Q: 3 clusters Score -9492179 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9492340.000000 Penalty: 3632.890137
	Iteration 27Q: 3 clusters Score -9492340 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9492482.000000 Penalty: 3632.890137
	Iteration 28Q: 3 clusters Score -9492482 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9492573.000000 Penalty: 3632.890137
	Iteration 29Q: 3 clusters Score -9492573 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9492663.000000 Penalty: 3632.890137
	Iteration 30Q: 3 clusters Score -9492663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9492694.000000 Penalty: 3632.890137
	Iteration 31Q: 3 clusters Score -9492694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9492752.000000 Penalty: 3632.890137
	Iteration 32Q: 3 clusters Score -9492752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9492787.000000 Penalty: 3632.890137
	Iteration 33Q: 3 clusters Score -9492787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9492806.000000 Penalty: 3632.890137
	Iteration 34Q: 3 clusters Score -9492806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9492813.000000 Penalty: 3632.890137
	Iteration 35Q: 3 clusters Score -9492813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9492834.000000 Penalty: 3632.890137
	Iteration 36Q: 3 clusters Score -9492834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9492829.000000 Penalty: 3632.890137
	Iteration 37Q: 3 clusters Score -9492829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9492838.000000 Penalty: 3632.890137
	Iteration 38Q: 3 clusters Score -9492838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9492833.000000 Penalty: 3632.890137
	Iteration 39Q: 3 clusters Score -9492833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9492845.000000 Penalty: 3632.890137
	Iteration 40F: 3 clusters Score -9492845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9492851.000000 Penalty: 3632.890137
	Iteration 41Q: 3 clusters Score -9492851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9492858.000000 Penalty: 3632.890137
	Iteration 42Q: 3 clusters Score -9492858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9492857.000000 Penalty: 3632.890137
	Iteration 43Q: 3 clusters Score -9492857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9492864.000000 Penalty: 3632.890137
	Iteration 44Q: 3 clusters Score -9492864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9492858.000000 Penalty: 3632.890137
	Iteration 45Q: 3 clusters Score -9492858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9492860.000000 Penalty: 3632.890137
	Iteration 46Q: 3 clusters Score -9492860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9492864.000000 Penalty: 3632.890137
	Iteration 47Q: 3 clusters Score -9492864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9492856.000000 Penalty: 3632.890137
	Iteration 48Q: 3 clusters Score -9492856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9492859.000000 Penalty: 3632.890137
	Iteration 49Q: 3 clusters Score -9492859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9492867.000000 Penalty: 3632.890137
	Iteration 50Q: 3 clusters Score -9492867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9492870.000000 Penalty: 3632.890137
	Iteration 51Q: 3 clusters Score -9492870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9492868.000000 Penalty: 3632.890137
	Iteration 52Q: 3 clusters Score -9492868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9492869.000000 Penalty: 3632.890137
	Iteration 53Q: 3 clusters Score -9492869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9492875.000000 Penalty: 3632.890137
	Iteration 54Q: 3 clusters Score -9492875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9492875.000000 Penalty: 3632.890137
	Iteration 55Q: 3 clusters Score -9492875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9492869.000000 Penalty: 3632.890137
	Iteration 56Q: 3 clusters Score -9492869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9492869.000000 Penalty: 3632.890137
	Iteration 57F: 3 clusters Score -9492869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Entering Unmasked Estep 
Score: -1871310.875000 Penalty: 1560.288330
	Iteration 0F: 2 clusters Score -1871311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1861201.375000 Penalty: 3120.576660
	Iteration 0F: 3 clusters Score -1861201 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1864732.125000 Penalty: 3120.576660
	Iteration 1F: 3 clusters Score -1864732 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1865199.750000 Penalty: 3120.576660
	Iteration 2F: 3 clusters Score -1865200 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1865642.500000 Penalty: 3120.576660
	Iteration 3F: 3 clusters Score -1865642 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1866072.875000 Penalty: 3120.576660
	Iteration 4F: 3 clusters Score -1866073 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1866502.500000 Penalty: 3120.576660
	Iteration 5F: 3 clusters Score -1866502 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1866890.250000 Penalty: 3120.576660
	Iteration 6Q: 3 clusters Score -1866890 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1867258.875000 Penalty: 3120.576660
	Iteration 7Q: 3 clusters Score -1867259 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1867681.250000 Penalty: 3120.576660
	Iteration 8Q: 3 clusters Score -1867681 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1868057.875000 Penalty: 3120.576660
	Iteration 9Q: 3 clusters Score -1868058 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1868317.500000 Penalty: 3120.576660
	Iteration 10Q: 3 clusters Score -1868318 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1868520.375000 Penalty: 3120.576660
	Iteration 11Q: 3 clusters Score -1868520 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1868705.500000 Penalty: 3120.576660
	Iteration 12Q: 3 clusters Score -1868706 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1868889.250000 Penalty: 3120.576660
	Iteration 13Q: 3 clusters Score -1868889 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1869056.500000 Penalty: 3120.576660
	Iteration 14Q: 3 clusters Score -1869056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1869212.000000 Penalty: 3120.576660
	Iteration 15Q: 3 clusters Score -1869212 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1869337.250000 Penalty: 3120.576660
	Iteration 16Q: 3 clusters Score -1869337 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1869455.750000 Penalty: 3120.576660
	Iteration 17Q: 3 clusters Score -1869456 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1869546.625000 Penalty: 3120.576660
	Iteration 18Q: 3 clusters Score -1869547 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1869614.125000 Penalty: 3120.576660
	Iteration 19Q: 3 clusters Score -1869614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1869687.250000 Penalty: 3120.576660
	Iteration 20F: 3 clusters Score -1869687 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1869744.875000 Penalty: 3120.576660
	Iteration 21Q: 3 clusters Score -1869745 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1869807.500000 Penalty: 3120.576660
	Iteration 22Q: 3 clusters Score -1869808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1869861.750000 Penalty: 3120.576660
	Iteration 23Q: 3 clusters Score -1869862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1869912.000000 Penalty: 3120.576660
	Iteration 24Q: 3 clusters Score -1869912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1869964.375000 Penalty: 3120.576660
	Iteration 25Q: 3 clusters Score -1869964 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1870003.125000 Penalty: 3120.576660
	Iteration 26Q: 3 clusters Score -1870003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1870052.625000 Penalty: 3120.576660
	Iteration 27Q: 3 clusters Score -1870053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1870079.500000 Penalty: 3120.576660
	Iteration 28Q: 3 clusters Score -1870080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1870112.000000 Penalty: 3120.576660
	Iteration 29Q: 3 clusters Score -1870112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1870135.625000 Penalty: 3120.576660
	Iteration 30Q: 3 clusters Score -1870136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1870157.250000 Penalty: 3120.576660
	Iteration 31Q: 3 clusters Score -1870157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1870173.000000 Penalty: 3120.576660
	Iteration 32Q: 3 clusters Score -1870173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1870186.000000 Penalty: 3120.576660
	Iteration 33Q: 3 clusters Score -1870186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1870200.500000 Penalty: 3120.576660
	Iteration 34Q: 3 clusters Score -1870200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1870214.875000 Penalty: 3120.576660
	Iteration 35Q: 3 clusters Score -1870215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1870220.375000 Penalty: 3120.576660
	Iteration 36Q: 3 clusters Score -1870220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1870234.375000 Penalty: 3120.576660
	Iteration 37Q: 3 clusters Score -1870234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1870245.625000 Penalty: 3120.576660
	Iteration 38Q: 3 clusters Score -1870246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1870256.500000 Penalty: 3120.576660
	Iteration 39Q: 3 clusters Score -1870256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1870266.875000 Penalty: 3120.576660
	Iteration 40F: 3 clusters Score -1870267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1870275.250000 Penalty: 3120.576660
	Iteration 41Q: 3 clusters Score -1870275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1870283.000000 Penalty: 3120.576660
	Iteration 42Q: 3 clusters Score -1870283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1870294.125000 Penalty: 3120.576660
	Iteration 43Q: 3 clusters Score -1870294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1870308.375000 Penalty: 3120.576660
	Iteration 44Q: 3 clusters Score -1870308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1870323.250000 Penalty: 3120.576660
	Iteration 45Q: 3 clusters Score -1870323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1870331.875000 Penalty: 3120.576660
	Iteration 46Q: 3 clusters Score -1870332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1870342.750000 Penalty: 3120.576660
	Iteration 47Q: 3 clusters Score -1870343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1870349.500000 Penalty: 3120.576660
	Iteration 48Q: 3 clusters Score -1870350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1870357.125000 Penalty: 3120.576660
	Iteration 49Q: 3 clusters Score -1870357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1870360.375000 Penalty: 3120.576660
	Iteration 50Q: 3 clusters Score -1870360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1870364.875000 Penalty: 3120.576660
	Iteration 51Q: 3 clusters Score -1870365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1870369.375000 Penalty: 3120.576660
	Iteration 52Q: 3 clusters Score -1870369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1870368.625000 Penalty: 3120.576660
	Iteration 53Q: 3 clusters Score -1870369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1870372.125000 Penalty: 3120.576660
	Iteration 54Q: 3 clusters Score -1870372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1870375.875000 Penalty: 3120.576660
	Iteration 55Q: 3 clusters Score -1870376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1870376.000000 Penalty: 3120.576660
	Iteration 56Q: 3 clusters Score -1870376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1870375.625000 Penalty: 3120.576660
	Iteration 57Q: 3 clusters Score -1870376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1870376.375000 Penalty: 3120.576660
	Iteration 58Q: 3 clusters Score -1870376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1870377.000000 Penalty: 3120.576660
	Iteration 59Q: 3 clusters Score -1870377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1870379.875000 Penalty: 3120.576660
	Iteration 60F: 3 clusters Score -1870380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1870382.000000 Penalty: 3120.576660
	Iteration 61Q: 3 clusters Score -1870382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1870386.875000 Penalty: 3120.576660
	Iteration 62Q: 3 clusters Score -1870387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1870384.250000 Penalty: 3120.576660
	Iteration 63Q: 3 clusters Score -1870384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1870391.000000 Penalty: 3120.576660
	Iteration 64Q: 3 clusters Score -1870391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1870390.250000 Penalty: 3120.576660
	Iteration 65Q: 3 clusters Score -1870390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1870391.375000 Penalty: 3120.576660
	Iteration 66Q: 3 clusters Score -1870391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1870395.500000 Penalty: 3120.576660
	Iteration 67Q: 3 clusters Score -1870396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1870397.750000 Penalty: 3120.576660
	Iteration 68Q: 3 clusters Score -1870398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1870399.750000 Penalty: 3120.576660
	Iteration 69Q: 3 clusters Score -1870400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1870398.375000 Penalty: 3120.576660
	Iteration 70Q: 3 clusters Score -1870398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1870398.500000 Penalty: 3120.576660
	Iteration 71Q: 3 clusters Score -1870398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1870400.500000 Penalty: 3120.576660
	Iteration 72Q: 3 clusters Score -1870400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1870401.375000 Penalty: 3120.576660
	Iteration 73Q: 3 clusters Score -1870401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1870401.375000 Penalty: 3120.576660
	Iteration 74Q: 3 clusters Score -1870401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1870402.000000 Penalty: 3120.576660
	Iteration 75Q: 3 clusters Score -1870402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1870402.625000 Penalty: 3120.576660
	Iteration 76Q: 3 clusters Score -1870403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1870402.000000 Penalty: 3120.576660
	Iteration 77Q: 3 clusters Score -1870402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1870405.500000 Penalty: 3120.576660
	Iteration 78Q: 3 clusters Score -1870406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1870408.000000 Penalty: 3120.576660
	Iteration 79Q: 3 clusters Score -1870408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1870406.625000 Penalty: 3120.576660
	Iteration 80F: 3 clusters Score -1870407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1870409.500000 Penalty: 3120.576660
	Iteration 81Q: 3 clusters Score -1870410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1870408.000000 Penalty: 3120.576660
	Iteration 82Q: 3 clusters Score -1870408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1870408.750000 Penalty: 3120.576660
	Iteration 83Q: 3 clusters Score -1870409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1870408.750000 Penalty: 3120.576660
	Iteration 84F: 3 clusters Score -1870409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Entering Unmasked Estep 
Score: -7377720.000000 Penalty: 1775.391846
	Iteration 0F: 2 clusters Score -7377720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -7340776.000000 Penalty: 3550.783691
	Iteration 0F: 3 clusters Score -7340776 nChanged 26242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -7355465.500000 Penalty: 3550.783691
	Iteration 1F: 3 clusters Score -7355466 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -7356040.500000 Penalty: 3550.783691
	Iteration 2Q: 3 clusters Score -7356040 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -7356853.500000 Penalty: 3550.783691
	Iteration 3Q: 3 clusters Score -7356854 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7357954.500000 Penalty: 3550.783691
	Iteration 4Q: 3 clusters Score -7357954 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7359929.500000 Penalty: 3550.783691
	Iteration 5F: 3 clusters Score -7359930 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7362919.000000 Penalty: 3550.783691
	Iteration 6F: 3 clusters Score -7362919 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -7367048.500000 Penalty: 3550.783691
	Iteration 7F: 3 clusters Score -7367048 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -7371220.000000 Penalty: 3550.783691
	Iteration 8F: 3 clusters Score -7371220 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -7373987.000000 Penalty: 3550.783691
	Iteration 9F: 3 clusters Score -7373987 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -7375344.000000 Penalty: 3550.783691
	Iteration 10Q: 3 clusters Score -7375344 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -7375810.500000 Penalty: 3550.783691
	Iteration 11Q: 3 clusters Score -7375810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -7375976.000000 Penalty: 3550.783691
	Iteration 12Q: 3 clusters Score -7375976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -7376071.500000 Penalty: 3550.783691
	Iteration 13Q: 3 clusters Score -7376072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -7376119.000000 Penalty: 3550.783691
	Iteration 14Q: 3 clusters Score -7376119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -7376151.000000 Penalty: 3550.783691
	Iteration 15Q: 3 clusters Score -7376151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7376171.500000 Penalty: 3550.783691
	Iteration 16Q: 3 clusters Score -7376172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -7376175.500000 Penalty: 3550.783691
	Iteration 17Q: 3 clusters Score -7376176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -7376184.000000 Penalty: 3550.783691
	Iteration 18Q: 3 clusters Score -7376184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -7376187.000000 Penalty: 3550.783691
	Iteration 19Q: 3 clusters Score -7376187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7376189.000000 Penalty: 3550.783691
	Iteration 20F: 3 clusters Score -7376189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -7376194.000000 Penalty: 3550.783691
	Iteration 21Q: 3 clusters Score -7376194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7376195.000000 Penalty: 3550.783691
	Iteration 22Q: 3 clusters Score -7376195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7376195.000000 Penalty: 3550.783691
	Iteration 23F: 3 clusters Score -7376195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -152818.625000 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -152818.6 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 691 members 
Entering Unmasked Estep 
Score: -151147.281250 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -151147.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151640.265625 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -151640.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151891.328125 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -151891.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152069.171875 Penalty: 2351.810303
	Iteration 3F: 3 clusters Score -152069.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152185.328125 Penalty: 2351.810303
	Iteration 4F: 3 clusters Score -152185.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152260.265625 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -152260.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152308.671875 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -152308.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -152331.437500 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -152331.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -152345.968750 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -152346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -152354.968750 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -152355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152359.781250 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -152359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -152364.500000 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -152364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152365.828125 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -152365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152368.500000 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -152368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152371.421875 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -152371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152371.421875 Penalty: 2351.810303
	Iteration 15F: 3 clusters Score -152371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Entering Unmasked Estep 
Score: -6907901.500000 Penalty: 1767.074585
	Iteration 0F: 2 clusters Score -6907902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -6872754.500000 Penalty: 3534.149170
	Iteration 0F: 3 clusters Score -6872754 nChanged 24758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -6886434.500000 Penalty: 3534.149170
	Iteration 1F: 3 clusters Score -6886434 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -6886928.000000 Penalty: 3534.149170
	Iteration 2Q: 3 clusters Score -6886928 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6887375.500000 Penalty: 3534.149170
	Iteration 3Q: 3 clusters Score -6887376 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6887875.000000 Penalty: 3534.149170
	Iteration 4Q: 3 clusters Score -6887875 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -6888403.000000 Penalty: 3534.149170
	Iteration 5Q: 3 clusters Score -6888403 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -6888931.000000 Penalty: 3534.149170
	Iteration 6Q: 3 clusters Score -6888931 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6889659.000000 Penalty: 3534.149170
	Iteration 7Q: 3 clusters Score -6889659 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6890554 nChanged 2257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6891634 nChanged 2472
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Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6892904 nChanged 2716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6894488 nChanged 2780
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Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -6896214 nChanged 2797
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -6897854 nChanged 2347
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Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6898928 nChanged 1702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6899481 nChanged 1045
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Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6899660 nChanged 654
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Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6899746 nChanged 453
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Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6899786 nChanged 361
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Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6899838 nChanged 295
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Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6899858 nChanged 300
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Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6899878 nChanged 309
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Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 27740 members 
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	Iteration 22Q: 3 clusters Score -6899914 nChanged 321
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Mstep: Class 1 contains 25255 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6899961 nChanged 330
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Mstep: Class 1 contains 25459 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6899984 nChanged 320
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Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6900046 nChanged 354
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Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6900114 nChanged 388
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Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6900170 nChanged 441
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Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6900254 nChanged 502
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Mstep: Class 1 contains 27022 members 
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	Iteration 29Q: 3 clusters Score -6900383 nChanged 556
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Mstep: Class 1 contains 27498 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6900494 nChanged 592
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Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 24754 members 
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	Iteration 31Q: 3 clusters Score -6900696 nChanged 613
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Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6900881 nChanged 690
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Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6901081 nChanged 725
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Mstep: Class 1 contains 29916 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6901342 nChanged 746
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Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6901585 nChanged 749
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Mstep: Class 1 contains 31345 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6901810 nChanged 754
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Mstep: Class 1 contains 32089 members 
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	Iteration 37Q: 3 clusters Score -6902072 nChanged 817
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Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6902322 nChanged 839
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Mstep: Class 1 contains 33721 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6902552 nChanged 829
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Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6902832 nChanged 853
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Mstep: Class 1 contains 35401 members 
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	Iteration 41Q: 3 clusters Score -6903075 nChanged 816
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	Iteration 42Q: 3 clusters Score -6903304 nChanged 784
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Mstep: Class 2 contains 15803 members 
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	Iteration 43Q: 3 clusters Score -6903504 nChanged 757
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Mstep: Class 2 contains 15046 members 
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	Iteration 44Q: 3 clusters Score -6903732 nChanged 767
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	Iteration 45Q: 3 clusters Score -6903976 nChanged 720
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Mstep: Class 1 contains 39241 members 
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	Iteration 46Q: 3 clusters Score -6904198 nChanged 728
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Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 12833 members 
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	Iteration 47Q: 3 clusters Score -6904452 nChanged 605
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Mstep: Class 1 contains 40574 members 
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	Iteration 48Q: 3 clusters Score -6904618 nChanged 608
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Mstep: Class 1 contains 41182 members 
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	Iteration 49Q: 3 clusters Score -6904772 nChanged 553
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Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 11067 members 
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	Iteration 50Q: 3 clusters Score -6904898 nChanged 553
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Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 10514 members 
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	Iteration 51Q: 3 clusters Score -6905036 nChanged 505
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Mstep: Class 1 contains 42793 members 
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	Iteration 52Q: 3 clusters Score -6905178 nChanged 467
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Mstep: Class 1 contains 43260 members 
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	Iteration 53Q: 3 clusters Score -6905291 nChanged 439
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	Iteration 54Q: 3 clusters Score -6905424 nChanged 412
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	Iteration 55Q: 3 clusters Score -6905527 nChanged 360
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	Iteration 56Q: 3 clusters Score -6905562 nChanged 364
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	Iteration 57Q: 3 clusters Score -6905622 nChanged 354
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	Iteration 58Q: 3 clusters Score -6905720 nChanged 342
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	Iteration 59Q: 3 clusters Score -6905826 nChanged 326
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	Iteration 60F: 3 clusters Score -6905880 nChanged 289
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	Iteration 61Q: 3 clusters Score -6905946 nChanged 272
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	Iteration 62Q: 3 clusters Score -6906013 nChanged 252
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	Iteration 63Q: 3 clusters Score -6906049 nChanged 230
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	Iteration 64Q: 3 clusters Score -6906059 nChanged 244
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	Iteration 65Q: 3 clusters Score -6906130 nChanged 222
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	Iteration 66Q: 3 clusters Score -6906206 nChanged 216
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	Iteration 67Q: 3 clusters Score -6906245 nChanged 205
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	Iteration 68Q: 3 clusters Score -6906290 nChanged 187
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	Iteration 69Q: 3 clusters Score -6906313 nChanged 178
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	Iteration 70Q: 3 clusters Score -6906339 nChanged 168
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	Iteration 71Q: 3 clusters Score -6906376 nChanged 143
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	Iteration 72Q: 3 clusters Score -6906425 nChanged 134
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	Iteration 73Q: 3 clusters Score -6906424 nChanged 133
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	Iteration 74Q: 3 clusters Score -6906433 nChanged 123
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	Iteration 75Q: 3 clusters Score -6906460 nChanged 121
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	Iteration 76Q: 3 clusters Score -6906476 nChanged 101
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6906492 nChanged 89
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	Iteration 78Q: 3 clusters Score -6906512 nChanged 93
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	Iteration 79Q: 3 clusters Score -6906548 nChanged 84
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	Iteration 80F: 3 clusters Score -6906554 nChanged 77
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	Iteration 81Q: 3 clusters Score -6906567 nChanged 79
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	Iteration 82Q: 3 clusters Score -6906583 nChanged 77
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	Iteration 83Q: 3 clusters Score -6906607 nChanged 58
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6906620 nChanged 60
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	Iteration 85Q: 3 clusters Score -6906647 nChanged 61
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	Iteration 86Q: 3 clusters Score -6906648 nChanged 64
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	Iteration 87Q: 3 clusters Score -6906657 nChanged 55
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	Iteration 88Q: 3 clusters Score -6906651 nChanged 53
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	Iteration 89Q: 3 clusters Score -6906634 nChanged 51
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	Iteration 90Q: 3 clusters Score -6906642 nChanged 30
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	Iteration 91Q: 3 clusters Score -6906640 nChanged 29
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	Iteration 92Q: 3 clusters Score -6906658 nChanged 27
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	Iteration 93Q: 3 clusters Score -6906662 nChanged 30
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	Iteration 94Q: 3 clusters Score -6906666 nChanged 34
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	Iteration 95Q: 3 clusters Score -6906660 nChanged 36
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	Iteration 96Q: 3 clusters Score -6906648 nChanged 29
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	Iteration 97Q: 3 clusters Score -6906670 nChanged 20
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	Iteration 98Q: 3 clusters Score -6906668 nChanged 20
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6906672 nChanged 15
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6906680 nChanged 18
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	Iteration 101Q: 3 clusters Score -6906686 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6906690.500000 Penalty: 3534.149170
	Iteration 102Q: 3 clusters Score -6906690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6906692.000000 Penalty: 3534.149170
	Iteration 103Q: 3 clusters Score -6906692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6906692.500000 Penalty: 3534.149170
	Iteration 104Q: 3 clusters Score -6906692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -6906690.000000 Penalty: 3534.149170
	Iteration 105Q: 3 clusters Score -6906690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6906690.500000 Penalty: 3534.149170
	Iteration 106Q: 3 clusters Score -6906690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6906693.000000 Penalty: 3534.149170
	Iteration 107Q: 3 clusters Score -6906693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6906687.500000 Penalty: 3534.149170
	Iteration 108Q: 3 clusters Score -6906688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6906688.500000 Penalty: 3534.149170
	Iteration 109Q: 3 clusters Score -6906688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6906687.500000 Penalty: 3534.149170
	Iteration 110Q: 3 clusters Score -6906688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6906686.500000 Penalty: 3534.149170
	Iteration 111Q: 3 clusters Score -6906686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6906686.500000 Penalty: 3534.149170
	Iteration 112F: 3 clusters Score -6906686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -331569.156250 Penalty: 1280.998779
	Iteration 0F: 2 clusters Score -331569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -329077.000000 Penalty: 2561.997559
	Iteration 0F: 3 clusters Score -329077 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -329686.031250 Penalty: 2561.997559
	Iteration 1F: 3 clusters Score -329686 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -329841.562500 Penalty: 2561.997559
	Iteration 2F: 3 clusters Score -329841.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -329967.906250 Penalty: 2561.997559
	Iteration 3F: 3 clusters Score -329967.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -330112.625000 Penalty: 2561.997559
	Iteration 4F: 3 clusters Score -330112.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -330258.937500 Penalty: 2561.997559
	Iteration 5Q: 3 clusters Score -330258.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -330408.031250 Penalty: 2561.997559
	Iteration 6F: 3 clusters Score -330408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -330569.375000 Penalty: 2561.997559
	Iteration 7Q: 3 clusters Score -330569.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -330713.781250 Penalty: 2561.997559
	Iteration 8Q: 3 clusters Score -330713.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -330821.687500 Penalty: 2561.997559
	Iteration 9Q: 3 clusters Score -330821.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -330927.031250 Penalty: 2561.997559
	Iteration 10Q: 3 clusters Score -330927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -331015.625000 Penalty: 2561.997559
	Iteration 11Q: 3 clusters Score -331015.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -331119.531250 Penalty: 2561.997559
	Iteration 12Q: 3 clusters Score -331119.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -331261.531250 Penalty: 2561.997559
	Iteration 13Q: 3 clusters Score -331261.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -331398.843750 Penalty: 2561.997559
	Iteration 14Q: 3 clusters Score -331398.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -331450.781250 Penalty: 2561.997559
	Iteration 15Q: 3 clusters Score -331450.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -331468.312500 Penalty: 2561.997559
	Iteration 16Q: 3 clusters Score -331468.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -331473.468750 Penalty: 2561.997559
	Iteration 17Q: 3 clusters Score -331473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -331475.906250 Penalty: 2561.997559
	Iteration 18Q: 3 clusters Score -331475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -331476.593750 Penalty: 2561.997559
	Iteration 19Q: 3 clusters Score -331476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -331476.593750 Penalty: 2561.997559
	Iteration 20F: 3 clusters Score -331476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -949836.187500 Penalty: 1448.298828
	Iteration 0F: 2 clusters Score -949836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -944339.125000 Penalty: 2896.597656
	Iteration 0F: 3 clusters Score -944339.1 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -946135.625000 Penalty: 2896.597656
	Iteration 1F: 3 clusters Score -946135.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -946456.625000 Penalty: 2896.597656
	Iteration 2F: 3 clusters Score -946456.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -946682.187500 Penalty: 2896.597656
	Iteration 3F: 3 clusters Score -946682.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -946857.375000 Penalty: 2896.597656
	Iteration 4Q: 3 clusters Score -946857.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -947027.875000 Penalty: 2896.597656
	Iteration 5Q: 3 clusters Score -947027.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -947211.500000 Penalty: 2896.597656
	Iteration 6Q: 3 clusters Score -947211.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -947430.562500 Penalty: 2896.597656
	Iteration 7Q: 3 clusters Score -947430.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -947645.250000 Penalty: 2896.597656
	Iteration 8Q: 3 clusters Score -947645.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -947826.812500 Penalty: 2896.597656
	Iteration 9Q: 3 clusters Score -947826.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -947976.187500 Penalty: 2896.597656
	Iteration 10Q: 3 clusters Score -947976.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -948080.000000 Penalty: 2896.597656
	Iteration 11Q: 3 clusters Score -948080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -948172.187500 Penalty: 2896.597656
	Iteration 12Q: 3 clusters Score -948172.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -948255.812500 Penalty: 2896.597656
	Iteration 13Q: 3 clusters Score -948255.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -948357.875000 Penalty: 2896.597656
	Iteration 14Q: 3 clusters Score -948357.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -948476.062500 Penalty: 2896.597656
	Iteration 15Q: 3 clusters Score -948476.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -948613.812500 Penalty: 2896.597656
	Iteration 16Q: 3 clusters Score -948613.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -948747.125000 Penalty: 2896.597656
	Iteration 17Q: 3 clusters Score -948747.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -948867.937500 Penalty: 2896.597656
	Iteration 18Q: 3 clusters Score -948867.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -948954.687500 Penalty: 2896.597656
	Iteration 19Q: 3 clusters Score -948954.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -949013.187500 Penalty: 2896.597656
	Iteration 20F: 3 clusters Score -949013.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -949048.062500 Penalty: 2896.597656
	Iteration 21Q: 3 clusters Score -949048.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -949078.000000 Penalty: 2896.597656
	Iteration 22Q: 3 clusters Score -949078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -949097.937500 Penalty: 2896.597656
	Iteration 23Q: 3 clusters Score -949097.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -949116.250000 Penalty: 2896.597656
	Iteration 24Q: 3 clusters Score -949116.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -949127.437500 Penalty: 2896.597656
	Iteration 25Q: 3 clusters Score -949127.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -949138.687500 Penalty: 2896.597656
	Iteration 26Q: 3 clusters Score -949138.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -949143.125000 Penalty: 2896.597656
	Iteration 27Q: 3 clusters Score -949143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -949148.000000 Penalty: 2896.597656
	Iteration 28Q: 3 clusters Score -949148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -949149.562500 Penalty: 2896.597656
	Iteration 29Q: 3 clusters Score -949149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -949152.562500 Penalty: 2896.597656
	Iteration 30Q: 3 clusters Score -949152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -949152.875000 Penalty: 2896.597656
	Iteration 31Q: 3 clusters Score -949152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -949155.687500 Penalty: 2896.597656
	Iteration 32Q: 3 clusters Score -949155.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -949155.687500 Penalty: 2896.597656
	Iteration 33F: 3 clusters Score -949155.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (100806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Entering Unmasked Estep 
Score: -13293852.000000 Penalty: 1872.154907
	Iteration 0F: 2 clusters Score -1.329385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -13241694.000000 Penalty: 3744.309814
	Iteration 0F: 3 clusters Score -1.324169e+07 nChanged 48383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -13270121.000000 Penalty: 3744.309814
	Iteration 1F: 3 clusters Score -1.327012e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -13271268.000000 Penalty: 3744.309814
	Iteration 2Q: 3 clusters Score -1.327127e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -13273019.000000 Penalty: 3744.309814
	Iteration 3Q: 3 clusters Score -1.327302e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -13275461.000000 Penalty: 3744.309814
	Iteration 4F: 3 clusters Score -1.327546e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -13277973.000000 Penalty: 3744.309814
	Iteration 5F: 3 clusters Score -1.327797e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -13281481.000000 Penalty: 3744.309814
	Iteration 6F: 3 clusters Score -1.328148e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -13285449.000000 Penalty: 3744.309814
	Iteration 7F: 3 clusters Score -1.328545e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -13288371.000000 Penalty: 3744.309814
	Iteration 8F: 3 clusters Score -1.328837e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -13289475.000000 Penalty: 3744.309814
	Iteration 9Q: 3 clusters Score -1.328948e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -13289890.000000 Penalty: 3744.309814
	Iteration 10Q: 3 clusters Score -1.328989e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -13290228.000000 Penalty: 3744.309814
	Iteration 11Q: 3 clusters Score -1.329023e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -13290543.000000 Penalty: 3744.309814
	Iteration 12Q: 3 clusters Score -1.329054e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -13290905.000000 Penalty: 3744.309814
	Iteration 13Q: 3 clusters Score -1.32909e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -13291380.000000 Penalty: 3744.309814
	Iteration 14Q: 3 clusters Score -1.329138e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -13291782.000000 Penalty: 3744.309814
	Iteration 15Q: 3 clusters Score -1.329178e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -13292168.000000 Penalty: 3744.309814
	Iteration 16Q: 3 clusters Score -1.329217e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -13292567.000000 Penalty: 3744.309814
	Iteration 17Q: 3 clusters Score -1.329257e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -13292917.000000 Penalty: 3744.309814
	Iteration 18Q: 3 clusters Score -1.329292e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -13293243.000000 Penalty: 3744.309814
	Iteration 19Q: 3 clusters Score -1.329324e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -13293608.000000 Penalty: 3744.309814
	Iteration 20F: 3 clusters Score -1.329361e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -13293906.000000 Penalty: 3744.309814
	Iteration 21Q: 3 clusters Score -1.329391e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -13294227.000000 Penalty: 3744.309814
	Iteration 22Q: 3 clusters Score -1.329423e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -13294528.000000 Penalty: 3744.309814
	Iteration 23Q: 3 clusters Score -1.329453e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -13294872.000000 Penalty: 3744.309814
	Iteration 24Q: 3 clusters Score -1.329487e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -13295164.000000 Penalty: 3744.309814
	Iteration 25Q: 3 clusters Score -1.329516e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -13295708.000000 Penalty: 3744.309814
	Iteration 26Q: 3 clusters Score -1.329571e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -13296340.000000 Penalty: 3744.309814
	Iteration 27Q: 3 clusters Score -1.329634e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -13297048.000000 Penalty: 3744.309814
	Iteration 28Q: 3 clusters Score -1.329705e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -13298034.000000 Penalty: 3744.309814
	Iteration 29Q: 3 clusters Score -1.329803e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -13299054.000000 Penalty: 3744.309814
	Iteration 30Q: 3 clusters Score -1.329905e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -13299904.000000 Penalty: 3744.309814
	Iteration 31Q: 3 clusters Score -1.32999e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -13300526.000000 Penalty: 3744.309814
	Iteration 32Q: 3 clusters Score -1.330053e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -13301012.000000 Penalty: 3744.309814
	Iteration 33Q: 3 clusters Score -1.330101e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -13301325.000000 Penalty: 3744.309814
	Iteration 34Q: 3 clusters Score -1.330132e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -13301541.000000 Penalty: 3744.309814
	Iteration 35Q: 3 clusters Score -1.330154e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -13301723.000000 Penalty: 3744.309814
	Iteration 36Q: 3 clusters Score -1.330172e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -13301909.000000 Penalty: 3744.309814
	Iteration 37Q: 3 clusters Score -1.330191e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -13301983.000000 Penalty: 3744.309814
	Iteration 38Q: 3 clusters Score -1.330198e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -13302042.000000 Penalty: 3744.309814
	Iteration 39Q: 3 clusters Score -1.330204e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -13302266.000000 Penalty: 3744.309814
	Iteration 40F: 3 clusters Score -1.330227e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -13302316.000000 Penalty: 3744.309814
	Iteration 41Q: 3 clusters Score -1.330232e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -13302360.000000 Penalty: 3744.309814
	Iteration 42Q: 3 clusters Score -1.330236e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -13302394.000000 Penalty: 3744.309814
	Iteration 43Q: 3 clusters Score -1.330239e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -13302411.000000 Penalty: 3744.309814
	Iteration 44Q: 3 clusters Score -1.330241e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -13302428.000000 Penalty: 3744.309814
	Iteration 45Q: 3 clusters Score -1.330243e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -13302467.000000 Penalty: 3744.309814
	Iteration 46Q: 3 clusters Score -1.330247e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -13302442.000000 Penalty: 3744.309814
	Iteration 47Q: 3 clusters Score -1.330244e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -13302444.000000 Penalty: 3744.309814
	Iteration 48Q: 3 clusters Score -1.330244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -13302445.000000 Penalty: 3744.309814
	Iteration 49Q: 3 clusters Score -1.330244e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -13302455.000000 Penalty: 3744.309814
	Iteration 50Q: 3 clusters Score -1.330246e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -13302440.000000 Penalty: 3744.309814
	Iteration 51Q: 3 clusters Score -1.330244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -13302465.000000 Penalty: 3744.309814
	Iteration 52Q: 3 clusters Score -1.330246e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -13302468.000000 Penalty: 3744.309814
	Iteration 53Q: 3 clusters Score -1.330247e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -13302487.000000 Penalty: 3744.309814
	Iteration 54Q: 3 clusters Score -1.330249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -13302482.000000 Penalty: 3744.309814
	Iteration 55Q: 3 clusters Score -1.330248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -13302473.000000 Penalty: 3744.309814
	Iteration 56Q: 3 clusters Score -1.330247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -13302469.000000 Penalty: 3744.309814
	Iteration 57Q: 3 clusters Score -1.330247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -13302463.000000 Penalty: 3744.309814
	Iteration 58Q: 3 clusters Score -1.330246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -13302473.000000 Penalty: 3744.309814
	Iteration 59Q: 3 clusters Score -1.330247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -13302431.000000 Penalty: 3744.309814
	Iteration 60F: 3 clusters Score -1.330243e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -13302456.000000 Penalty: 3744.309814
	Iteration 61Q: 3 clusters Score -1.330246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -13302463.000000 Penalty: 3744.309814
	Iteration 62Q: 3 clusters Score -1.330246e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -13302463.000000 Penalty: 3744.309814
	Iteration 63Q: 3 clusters Score -1.330246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -13302460.000000 Penalty: 3744.309814
	Iteration 64Q: 3 clusters Score -1.330246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -13302467.000000 Penalty: 3744.309814
	Iteration 65Q: 3 clusters Score -1.330247e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -13302474.000000 Penalty: 3744.309814
	Iteration 66Q: 3 clusters Score -1.330247e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -13302485.000000 Penalty: 3744.309814
	Iteration 67Q: 3 clusters Score -1.330248e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -13302488.000000 Penalty: 3744.309814
	Iteration 68Q: 3 clusters Score -1.330249e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -13302501.000000 Penalty: 3744.309814
	Iteration 69Q: 3 clusters Score -1.33025e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -13302483.000000 Penalty: 3744.309814
	Iteration 70Q: 3 clusters Score -1.330248e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -13302449.000000 Penalty: 3744.309814
	Iteration 71Q: 3 clusters Score -1.330245e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -13302434.000000 Penalty: 3744.309814
	Iteration 72Q: 3 clusters Score -1.330243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -13302465.000000 Penalty: 3744.309814
	Iteration 73Q: 3 clusters Score -1.330246e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -13302451.000000 Penalty: 3744.309814
	Iteration 74Q: 3 clusters Score -1.330245e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -13302431.000000 Penalty: 3744.309814
	Iteration 75Q: 3 clusters Score -1.330243e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -13302413.000000 Penalty: 3744.309814
	Iteration 76Q: 3 clusters Score -1.330241e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -13302381.000000 Penalty: 3744.309814
	Iteration 77Q: 3 clusters Score -1.330238e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -13302364.000000 Penalty: 3744.309814
	Iteration 78Q: 3 clusters Score -1.330236e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -13302347.000000 Penalty: 3744.309814
	Iteration 79Q: 3 clusters Score -1.330235e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -13302330.000000 Penalty: 3744.309814
	Iteration 80F: 3 clusters Score -1.330233e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -13302341.000000 Penalty: 3744.309814
	Iteration 81Q: 3 clusters Score -1.330234e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -13302315.000000 Penalty: 3744.309814
	Iteration 82Q: 3 clusters Score -1.330232e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -13302265.000000 Penalty: 3744.309814
	Iteration 83Q: 3 clusters Score -1.330226e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -13302281.000000 Penalty: 3744.309814
	Iteration 84Q: 3 clusters Score -1.330228e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -13302277.000000 Penalty: 3744.309814
	Iteration 85Q: 3 clusters Score -1.330228e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -13302248.000000 Penalty: 3744.309814
	Iteration 86Q: 3 clusters Score -1.330225e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -13302213.000000 Penalty: 3744.309814
	Iteration 87Q: 3 clusters Score -1.330221e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -13302163.000000 Penalty: 3744.309814
	Iteration 88Q: 3 clusters Score -1.330216e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -13302161.000000 Penalty: 3744.309814
	Iteration 89Q: 3 clusters Score -1.330216e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -13302112.000000 Penalty: 3744.309814
	Iteration 90Q: 3 clusters Score -1.330211e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -13302071.000000 Penalty: 3744.309814
	Iteration 91Q: 3 clusters Score -1.330207e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -13302032.000000 Penalty: 3744.309814
	Iteration 92Q: 3 clusters Score -1.330203e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -13302008.000000 Penalty: 3744.309814
	Iteration 93Q: 3 clusters Score -1.330201e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -13301973.000000 Penalty: 3744.309814
	Iteration 94Q: 3 clusters Score -1.330197e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -13301897.000000 Penalty: 3744.309814
	Iteration 95Q: 3 clusters Score -1.33019e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -13301889.000000 Penalty: 3744.309814
	Iteration 96Q: 3 clusters Score -1.330189e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -13301826.000000 Penalty: 3744.309814
	Iteration 97Q: 3 clusters Score -1.330183e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -13301775.000000 Penalty: 3744.309814
	Iteration 98Q: 3 clusters Score -1.330178e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -13301741.000000 Penalty: 3744.309814
	Iteration 99Q: 3 clusters Score -1.330174e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -13301716.000000 Penalty: 3744.309814
	Iteration 100F: 3 clusters Score -1.330172e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -13301676.000000 Penalty: 3744.309814
	Iteration 101Q: 3 clusters Score -1.330168e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -13301612.000000 Penalty: 3744.309814
	Iteration 102Q: 3 clusters Score -1.330161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -13301611.000000 Penalty: 3744.309814
	Iteration 103Q: 3 clusters Score -1.330161e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -13301558.000000 Penalty: 3744.309814
	Iteration 104Q: 3 clusters Score -1.330156e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -13301532.000000 Penalty: 3744.309814
	Iteration 105Q: 3 clusters Score -1.330153e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -13301460.000000 Penalty: 3744.309814
	Iteration 106Q: 3 clusters Score -1.330146e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -13301456.000000 Penalty: 3744.309814
	Iteration 107Q: 3 clusters Score -1.330146e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -13301391.000000 Penalty: 3744.309814
	Iteration 108Q: 3 clusters Score -1.330139e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -13301359.000000 Penalty: 3744.309814
	Iteration 109Q: 3 clusters Score -1.330136e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -13301326.000000 Penalty: 3744.309814
	Iteration 110Q: 3 clusters Score -1.330133e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -13301289.000000 Penalty: 3744.309814
	Iteration 111Q: 3 clusters Score -1.330129e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -13301280.000000 Penalty: 3744.309814
	Iteration 112Q: 3 clusters Score -1.330128e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -13301244.000000 Penalty: 3744.309814
	Iteration 113Q: 3 clusters Score -1.330124e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -13301264.000000 Penalty: 3744.309814
	Iteration 114Q: 3 clusters Score -1.330126e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -13301249.000000 Penalty: 3744.309814
	Iteration 115Q: 3 clusters Score -1.330125e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -13301209.000000 Penalty: 3744.309814
	Iteration 116Q: 3 clusters Score -1.330121e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -13301197.000000 Penalty: 3744.309814
	Iteration 117Q: 3 clusters Score -1.33012e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -13301171.000000 Penalty: 3744.309814
	Iteration 118Q: 3 clusters Score -1.330117e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -13301126.000000 Penalty: 3744.309814
	Iteration 119Q: 3 clusters Score -1.330113e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -13301083.000000 Penalty: 3744.309814
	Iteration 120F: 3 clusters Score -1.330108e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -13301082.000000 Penalty: 3744.309814
	Iteration 121Q: 3 clusters Score -1.330108e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -13301060.000000 Penalty: 3744.309814
	Iteration 122Q: 3 clusters Score -1.330106e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -13301016.000000 Penalty: 3744.309814
	Iteration 123Q: 3 clusters Score -1.330102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -13301006.000000 Penalty: 3744.309814
	Iteration 124Q: 3 clusters Score -1.330101e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -13300960.000000 Penalty: 3744.309814
	Iteration 125Q: 3 clusters Score -1.330096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -13300938.000000 Penalty: 3744.309814
	Iteration 126Q: 3 clusters Score -1.330094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -13300936.000000 Penalty: 3744.309814
	Iteration 127Q: 3 clusters Score -1.330094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -13300918.000000 Penalty: 3744.309814
	Iteration 128Q: 3 clusters Score -1.330092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -13300906.000000 Penalty: 3744.309814
	Iteration 129Q: 3 clusters Score -1.330091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -13300890.000000 Penalty: 3744.309814
	Iteration 130Q: 3 clusters Score -1.330089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -13300874.000000 Penalty: 3744.309814
	Iteration 131Q: 3 clusters Score -1.330087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -13300876.000000 Penalty: 3744.309814
	Iteration 132Q: 3 clusters Score -1.330088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -13300887.000000 Penalty: 3744.309814
	Iteration 133Q: 3 clusters Score -1.330089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -13300891.000000 Penalty: 3744.309814
	Iteration 134Q: 3 clusters Score -1.330089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -13300896.000000 Penalty: 3744.309814
	Iteration 135Q: 3 clusters Score -1.33009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -13300885.000000 Penalty: 3744.309814
	Iteration 136Q: 3 clusters Score -1.330088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -13300887.000000 Penalty: 3744.309814
	Iteration 137Q: 3 clusters Score -1.330089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -13300877.000000 Penalty: 3744.309814
	Iteration 138Q: 3 clusters Score -1.330088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -13300893.000000 Penalty: 3744.309814
	Iteration 139Q: 3 clusters Score -1.330089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -13300897.000000 Penalty: 3744.309814
	Iteration 140F: 3 clusters Score -1.33009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -13300898.000000 Penalty: 3744.309814
	Iteration 141Q: 3 clusters Score -1.33009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -13300875.000000 Penalty: 3744.309814
	Iteration 142Q: 3 clusters Score -1.330088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -13300879.000000 Penalty: 3744.309814
	Iteration 143Q: 3 clusters Score -1.330088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -13300871.000000 Penalty: 3744.309814
	Iteration 144Q: 3 clusters Score -1.330087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -13300874.000000 Penalty: 3744.309814
	Iteration 145Q: 3 clusters Score -1.330087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -13300866.000000 Penalty: 3744.309814
	Iteration 146Q: 3 clusters Score -1.330087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -13300871.000000 Penalty: 3744.309814
	Iteration 147Q: 3 clusters Score -1.330087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -13300877.000000 Penalty: 3744.309814
	Iteration 148Q: 3 clusters Score -1.330088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -13300882.000000 Penalty: 3744.309814
	Iteration 149Q: 3 clusters Score -1.330088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -13300886.000000 Penalty: 3744.309814
	Iteration 150Q: 3 clusters Score -1.330089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -13300881.000000 Penalty: 3744.309814
	Iteration 151Q: 3 clusters Score -1.330088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -13300882.000000 Penalty: 3744.309814
	Iteration 152Q: 3 clusters Score -1.330088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -13300873.000000 Penalty: 3744.309814
	Iteration 153Q: 3 clusters Score -1.330087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -13300877.000000 Penalty: 3744.309814
	Iteration 154Q: 3 clusters Score -1.330088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -13300890.000000 Penalty: 3744.309814
	Iteration 155Q: 3 clusters Score -1.330089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -13300891.000000 Penalty: 3744.309814
	Iteration 156Q: 3 clusters Score -1.330089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -13300898.000000 Penalty: 3744.309814
	Iteration 157Q: 3 clusters Score -1.33009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -13300893.000000 Penalty: 3744.309814
	Iteration 158Q: 3 clusters Score -1.330089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -13300880.000000 Penalty: 3744.309814
	Iteration 159Q: 3 clusters Score -1.330088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -13300862.000000 Penalty: 3744.309814
	Iteration 160F: 3 clusters Score -1.330086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -13300842.000000 Penalty: 3744.309814
	Iteration 161Q: 3 clusters Score -1.330084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -13300855.000000 Penalty: 3744.309814
	Iteration 162Q: 3 clusters Score -1.330086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -13300854.000000 Penalty: 3744.309814
	Iteration 163Q: 3 clusters Score -1.330085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -13300836.000000 Penalty: 3744.309814
	Iteration 164Q: 3 clusters Score -1.330084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -13300835.000000 Penalty: 3744.309814
	Iteration 165Q: 3 clusters Score -1.330084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -13300835.000000 Penalty: 3744.309814
	Iteration 166Q: 3 clusters Score -1.330084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -13300827.000000 Penalty: 3744.309814
	Iteration 167Q: 3 clusters Score -1.330083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -13300826.000000 Penalty: 3744.309814
	Iteration 168Q: 3 clusters Score -1.330083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -13300820.000000 Penalty: 3744.309814
	Iteration 169Q: 3 clusters Score -1.330082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -13300829.000000 Penalty: 3744.309814
	Iteration 170Q: 3 clusters Score -1.330083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -13300819.000000 Penalty: 3744.309814
	Iteration 171Q: 3 clusters Score -1.330082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -13300819.000000 Penalty: 3744.309814
	Iteration 172Q: 3 clusters Score -1.330082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -13300820.000000 Penalty: 3744.309814
	Iteration 173Q: 3 clusters Score -1.330082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -13300818.000000 Penalty: 3744.309814
	Iteration 174Q: 3 clusters Score -1.330082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -13300820.000000 Penalty: 3744.309814
	Iteration 175Q: 3 clusters Score -1.330082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -13300826.000000 Penalty: 3744.309814
	Iteration 176Q: 3 clusters Score -1.330083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -13300826.000000 Penalty: 3744.309814
	Iteration 177F: 3 clusters Score -1.330083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 28644 members 
Mstep: Class 11 contains 85461 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 17211 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 51741 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 71548 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52802 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7425 members 
Mstep: Class 25 contains 34132 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 80210 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 53570 members 
Mstep: Class 33 contains 83280 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3736 members 
Mstep: Class 36 contains 66674 members 
Entering Unmasked Estep 
Score: -127764416.000000 Penalty: 80824.070312
Splitting cluster 25 changes total score from -127757184.000000 to -127764416.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (12552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Entering Unmasked Estep 
Score: -1572414.000000 Penalty: 1533.615723
	Iteration 0F: 2 clusters Score -1572414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1563500.375000 Penalty: 3067.231445
	Iteration 0F: 3 clusters Score -1563500 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1566541.625000 Penalty: 3067.231445
	Iteration 1F: 3 clusters Score -1566542 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1566816.500000 Penalty: 3067.231445
	Iteration 2F: 3 clusters Score -1566816 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1567008.750000 Penalty: 3067.231445
	Iteration 3Q: 3 clusters Score -1567009 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1567163.250000 Penalty: 3067.231445
	Iteration 4Q: 3 clusters Score -1567163 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1567292.750000 Penalty: 3067.231445
	Iteration 5Q: 3 clusters Score -1567293 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1567421.625000 Penalty: 3067.231445
	Iteration 6Q: 3 clusters Score -1567422 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1567578.375000 Penalty: 3067.231445
	Iteration 7Q: 3 clusters Score -1567578 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1567789.125000 Penalty: 3067.231445
	Iteration 8Q: 3 clusters Score -1567789 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1568056.375000 Penalty: 3067.231445
	Iteration 9Q: 3 clusters Score -1568056 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1568400.750000 Penalty: 3067.231445
	Iteration 10Q: 3 clusters Score -1568401 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1568832.625000 Penalty: 3067.231445
	Iteration 11F: 3 clusters Score -1568833 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1569356.625000 Penalty: 3067.231445
	Iteration 12F: 3 clusters Score -1569357 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1569877.125000 Penalty: 3067.231445
	Iteration 13F: 3 clusters Score -1569877 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1570302.000000 Penalty: 3067.231445
	Iteration 14Q: 3 clusters Score -1570302 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1570601.125000 Penalty: 3067.231445
	Iteration 15Q: 3 clusters Score -1570601 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1570791.375000 Penalty: 3067.231445
	Iteration 16Q: 3 clusters Score -1570791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1570899.500000 Penalty: 3067.231445
	Iteration 17Q: 3 clusters Score -1570900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1570969.500000 Penalty: 3067.231445
	Iteration 18Q: 3 clusters Score -1570970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1571012.750000 Penalty: 3067.231445
	Iteration 19Q: 3 clusters Score -1571013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1571040.250000 Penalty: 3067.231445
	Iteration 20F: 3 clusters Score -1571040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1571060.625000 Penalty: 3067.231445
	Iteration 21Q: 3 clusters Score -1571061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1571069.750000 Penalty: 3067.231445
	Iteration 22Q: 3 clusters Score -1571070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1571078.625000 Penalty: 3067.231445
	Iteration 23Q: 3 clusters Score -1571079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1571083.750000 Penalty: 3067.231445
	Iteration 24Q: 3 clusters Score -1571084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1571085.375000 Penalty: 3067.231445
	Iteration 25Q: 3 clusters Score -1571085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1571086.250000 Penalty: 3067.231445
	Iteration 26Q: 3 clusters Score -1571086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1571091.125000 Penalty: 3067.231445
	Iteration 27Q: 3 clusters Score -1571091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1571093.375000 Penalty: 3067.231445
	Iteration 28Q: 3 clusters Score -1571093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1571096.000000 Penalty: 3067.231445
	Iteration 29Q: 3 clusters Score -1571096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1571096.500000 Penalty: 3067.231445
	Iteration 30Q: 3 clusters Score -1571096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1571096.500000 Penalty: 3067.231445
	Iteration 31F: 3 clusters Score -1571096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (80210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Entering Unmasked Estep 
Score: -10650571.000000 Penalty: 1835.015503
	Iteration 0F: 2 clusters Score -1.065057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -10601130.000000 Penalty: 3670.031006
	Iteration 0F: 3 clusters Score -1.060113e+07 nChanged 38256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -10623058.000000 Penalty: 3670.031006
	Iteration 1F: 3 clusters Score -1.062306e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -10623851.000000 Penalty: 3670.031006
	Iteration 2Q: 3 clusters Score -1.062385e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -10624985.000000 Penalty: 3670.031006
	Iteration 3Q: 3 clusters Score -1.062498e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -10626710.000000 Penalty: 3670.031006
	Iteration 4Q: 3 clusters Score -1.062671e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10629778.000000 Penalty: 3670.031006
	Iteration 5F: 3 clusters Score -1.062978e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -10634066.000000 Penalty: 3670.031006
	Iteration 6F: 3 clusters Score -1.063407e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -10639022.000000 Penalty: 3670.031006
	Iteration 7F: 3 clusters Score -1.063902e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -10643134.000000 Penalty: 3670.031006
	Iteration 8F: 3 clusters Score -1.064313e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -10645854.000000 Penalty: 3670.031006
	Iteration 9Q: 3 clusters Score -1.064585e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10647543.000000 Penalty: 3670.031006
	Iteration 10Q: 3 clusters Score -1.064754e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10648283.000000 Penalty: 3670.031006
	Iteration 11Q: 3 clusters Score -1.064828e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10648622.000000 Penalty: 3670.031006
	Iteration 12Q: 3 clusters Score -1.064862e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10648815.000000 Penalty: 3670.031006
	Iteration 13Q: 3 clusters Score -1.064882e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10648877.000000 Penalty: 3670.031006
	Iteration 14Q: 3 clusters Score -1.064888e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10648904.000000 Penalty: 3670.031006
	Iteration 15Q: 3 clusters Score -1.06489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10648935.000000 Penalty: 3670.031006
	Iteration 16Q: 3 clusters Score -1.064894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10648946.000000 Penalty: 3670.031006
	Iteration 17Q: 3 clusters Score -1.064895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10648966.000000 Penalty: 3670.031006
	Iteration 18Q: 3 clusters Score -1.064897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10648964.000000 Penalty: 3670.031006
	Iteration 19Q: 3 clusters Score -1.064896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10648973.000000 Penalty: 3670.031006
	Iteration 20F: 3 clusters Score -1.064897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10648972.000000 Penalty: 3670.031006
	Iteration 21Q: 3 clusters Score -1.064897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10648974.000000 Penalty: 3670.031006
	Iteration 22Q: 3 clusters Score -1.064897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10648974.000000 Penalty: 3670.031006
	Iteration 23F: 3 clusters Score -1.064897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -679031.125000 Penalty: 1385.306519
	Iteration 0F: 2 clusters Score -679031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -674989.500000 Penalty: 2770.613037
	Iteration 0F: 3 clusters Score -674989.5 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -676100.187500 Penalty: 2770.613037
	Iteration 1F: 3 clusters Score -676100.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -676257.500000 Penalty: 2770.613037
	Iteration 2F: 3 clusters Score -676257.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -676359.562500 Penalty: 2770.613037
	Iteration 3Q: 3 clusters Score -676359.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -676443.562500 Penalty: 2770.613037
	Iteration 4Q: 3 clusters Score -676443.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -676511.125000 Penalty: 2770.613037
	Iteration 5Q: 3 clusters Score -676511.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -676556.250000 Penalty: 2770.613037
	Iteration 6Q: 3 clusters Score -676556.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -676590.687500 Penalty: 2770.613037
	Iteration 7Q: 3 clusters Score -676590.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -676636.062500 Penalty: 2770.613037
	Iteration 8Q: 3 clusters Score -676636.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -676678.062500 Penalty: 2770.613037
	Iteration 9Q: 3 clusters Score -676678.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -676721.875000 Penalty: 2770.613037
	Iteration 10Q: 3 clusters Score -676721.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -676760.937500 Penalty: 2770.613037
	Iteration 11Q: 3 clusters Score -676760.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -676810.812500 Penalty: 2770.613037
	Iteration 12Q: 3 clusters Score -676810.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -676861.125000 Penalty: 2770.613037
	Iteration 13Q: 3 clusters Score -676861.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -676919.375000 Penalty: 2770.613037
	Iteration 14Q: 3 clusters Score -676919.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -676988.062500 Penalty: 2770.613037
	Iteration 15Q: 3 clusters Score -676988.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -677056.312500 Penalty: 2770.613037
	Iteration 16Q: 3 clusters Score -677056.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -677152.562500 Penalty: 2770.613037
	Iteration 17Q: 3 clusters Score -677152.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -677270.187500 Penalty: 2770.613037
	Iteration 18Q: 3 clusters Score -677270.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -677368.187500 Penalty: 2770.613037
	Iteration 19Q: 3 clusters Score -677368.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -677450.812500 Penalty: 2770.613037
	Iteration 20F: 3 clusters Score -677450.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -677540.375000 Penalty: 2770.613037
	Iteration 21Q: 3 clusters Score -677540.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -677599.250000 Penalty: 2770.613037
	Iteration 22Q: 3 clusters Score -677599.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -677648.000000 Penalty: 2770.613037
	Iteration 23Q: 3 clusters Score -677648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -677689.687500 Penalty: 2770.613037
	Iteration 24Q: 3 clusters Score -677689.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -677720.437500 Penalty: 2770.613037
	Iteration 25Q: 3 clusters Score -677720.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -677751.562500 Penalty: 2770.613037
	Iteration 26Q: 3 clusters Score -677751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -677773.687500 Penalty: 2770.613037
	Iteration 27Q: 3 clusters Score -677773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -677784.625000 Penalty: 2770.613037
	Iteration 28Q: 3 clusters Score -677784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -677798.937500 Penalty: 2770.613037
	Iteration 29Q: 3 clusters Score -677798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -677808.625000 Penalty: 2770.613037
	Iteration 30Q: 3 clusters Score -677808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -677815.500000 Penalty: 2770.613037
	Iteration 31Q: 3 clusters Score -677815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -677821.937500 Penalty: 2770.613037
	Iteration 32Q: 3 clusters Score -677821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -677825.937500 Penalty: 2770.613037
	Iteration 33Q: 3 clusters Score -677825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -677832.437500 Penalty: 2770.613037
	Iteration 34Q: 3 clusters Score -677832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -677836.312500 Penalty: 2770.613037
	Iteration 35Q: 3 clusters Score -677836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -677836.312500 Penalty: 2770.613037
	Iteration 36F: 3 clusters Score -677836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Entering Unmasked Estep 
Score: -1288768.625000 Penalty: 1491.496094
	Iteration 0F: 2 clusters Score -1288769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1281798.750000 Penalty: 2982.992188
	Iteration 0F: 3 clusters Score -1281799 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1283952.500000 Penalty: 2982.992188
	Iteration 1F: 3 clusters Score -1283952 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1284149.125000 Penalty: 2982.992188
	Iteration 2F: 3 clusters Score -1284149 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1284290.250000 Penalty: 2982.992188
	Iteration 3Q: 3 clusters Score -1284290 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1284408.000000 Penalty: 2982.992188
	Iteration 4Q: 3 clusters Score -1284408 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1284506.750000 Penalty: 2982.992188
	Iteration 5Q: 3 clusters Score -1284507 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1284605.125000 Penalty: 2982.992188
	Iteration 6Q: 3 clusters Score -1284605 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1284738.000000 Penalty: 2982.992188
	Iteration 7Q: 3 clusters Score -1284738 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1284925.500000 Penalty: 2982.992188
	Iteration 8Q: 3 clusters Score -1284926 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1285183.250000 Penalty: 2982.992188
	Iteration 9Q: 3 clusters Score -1285183 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1285521.375000 Penalty: 2982.992188
	Iteration 10F: 3 clusters Score -1285521 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1285906.500000 Penalty: 2982.992188
	Iteration 11F: 3 clusters Score -1285906 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1286313.750000 Penalty: 2982.992188
	Iteration 12F: 3 clusters Score -1286314 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1286709.000000 Penalty: 2982.992188
	Iteration 13Q: 3 clusters Score -1286709 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1286987.500000 Penalty: 2982.992188
	Iteration 14Q: 3 clusters Score -1286988 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1287169.500000 Penalty: 2982.992188
	Iteration 15Q: 3 clusters Score -1287170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1287294.000000 Penalty: 2982.992188
	Iteration 16Q: 3 clusters Score -1287294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1287357.500000 Penalty: 2982.992188
	Iteration 17Q: 3 clusters Score -1287358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1287402.500000 Penalty: 2982.992188
	Iteration 18Q: 3 clusters Score -1287402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1287437.750000 Penalty: 2982.992188
	Iteration 19Q: 3 clusters Score -1287438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1287467.375000 Penalty: 2982.992188
	Iteration 20F: 3 clusters Score -1287467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1287490.625000 Penalty: 2982.992188
	Iteration 21Q: 3 clusters Score -1287491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1287501.875000 Penalty: 2982.992188
	Iteration 22Q: 3 clusters Score -1287502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1287510.250000 Penalty: 2982.992188
	Iteration 23Q: 3 clusters Score -1287510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1287515.125000 Penalty: 2982.992188
	Iteration 24Q: 3 clusters Score -1287515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1287519.500000 Penalty: 2982.992188
	Iteration 25Q: 3 clusters Score -1287520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1287520.500000 Penalty: 2982.992188
	Iteration 26Q: 3 clusters Score -1287520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1287523.125000 Penalty: 2982.992188
	Iteration 27Q: 3 clusters Score -1287523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1287524.500000 Penalty: 2982.992188
	Iteration 28Q: 3 clusters Score -1287524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1287524.500000 Penalty: 2982.992188
	Iteration 29F: 3 clusters Score -1287524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6973.976562 Penalty: 771.051453
	Iteration 0F: 2 clusters Score -6973.977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6534.154297 Penalty: 1542.102905
	Iteration 0F: 3 clusters Score -6534.154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6592.136719 Penalty: 1542.102905
	Iteration 1F: 3 clusters Score -6592.137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6622.463867 Penalty: 1542.102905
	Iteration 2Q: 3 clusters Score -6622.464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6623.609375 Penalty: 1542.102905
	Iteration 3Q: 3 clusters Score -6623.609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6629.295410 Penalty: 1542.102905
	Iteration 4Q: 3 clusters Score -6629.295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6668.939941 Penalty: 1542.102905
	Iteration 5Q: 3 clusters Score -6668.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6678.820312 Penalty: 1542.102905
	Iteration 6Q: 3 clusters Score -6678.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6683.766113 Penalty: 1542.102905
	Iteration 7Q: 3 clusters Score -6683.766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6686.064941 Penalty: 1542.102905
	Iteration 8Q: 3 clusters Score -6686.065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6688.000000 Penalty: 1542.102905
	Iteration 9Q: 3 clusters Score -6688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6688.015625 Penalty: 1542.102905
	Iteration 10F: 3 clusters Score -6688.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6690.908691 Penalty: 1542.102905
	Iteration 11Q: 3 clusters Score -6690.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6693.141602 Penalty: 1542.102905
	Iteration 12Q: 3 clusters Score -6693.142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6705.609863 Penalty: 1542.102905
	Iteration 13Q: 3 clusters Score -6705.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6705.609863 Penalty: 1542.102905
	Iteration 14F: 3 clusters Score -6705.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -614440.812500 Penalty: 1377.274780
	Iteration 0F: 2 clusters Score -614440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -610561.125000 Penalty: 2754.549561
	Iteration 0F: 3 clusters Score -610561.1 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -611643.375000 Penalty: 2754.549561
	Iteration 1F: 3 clusters Score -611643.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -611926.875000 Penalty: 2754.549561
	Iteration 2F: 3 clusters Score -611926.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -612176.750000 Penalty: 2754.549561
	Iteration 3F: 3 clusters Score -612176.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -612407.125000 Penalty: 2754.549561
	Iteration 4F: 3 clusters Score -612407.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -612605.375000 Penalty: 2754.549561
	Iteration 5F: 3 clusters Score -612605.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -612778.125000 Penalty: 2754.549561
	Iteration 6F: 3 clusters Score -612778.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -612891.437500 Penalty: 2754.549561
	Iteration 7Q: 3 clusters Score -612891.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -612952.000000 Penalty: 2754.549561
	Iteration 8Q: 3 clusters Score -612952 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -612991.250000 Penalty: 2754.549561
	Iteration 9Q: 3 clusters Score -612991.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -613017.812500 Penalty: 2754.549561
	Iteration 10Q: 3 clusters Score -613017.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -613033.375000 Penalty: 2754.549561
	Iteration 11Q: 3 clusters Score -613033.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -613041.062500 Penalty: 2754.549561
	Iteration 12Q: 3 clusters Score -613041.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -613046.000000 Penalty: 2754.549561
	Iteration 13Q: 3 clusters Score -613046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -613051.250000 Penalty: 2754.549561
	Iteration 14Q: 3 clusters Score -613051.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -613055.750000 Penalty: 2754.549561
	Iteration 15Q: 3 clusters Score -613055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -613060.187500 Penalty: 2754.549561
	Iteration 16Q: 3 clusters Score -613060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -613062.625000 Penalty: 2754.549561
	Iteration 17Q: 3 clusters Score -613062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -613067.000000 Penalty: 2754.549561
	Iteration 18Q: 3 clusters Score -613067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -613067.750000 Penalty: 2754.549561
	Iteration 19Q: 3 clusters Score -613067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -613070.062500 Penalty: 2754.549561
	Iteration 20F: 3 clusters Score -613070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -613071.500000 Penalty: 2754.549561
	Iteration 21Q: 3 clusters Score -613071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -613072.562500 Penalty: 2754.549561
	Iteration 22Q: 3 clusters Score -613072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -613072.312500 Penalty: 2754.549561
	Iteration 23Q: 3 clusters Score -613072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -613072.312500 Penalty: 2754.549561
	Iteration 24F: 3 clusters Score -613072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (53570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Entering Unmasked Estep 
Score: -7073858.500000 Penalty: 1769.420898
	Iteration 0F: 2 clusters Score -7073858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -7037965.500000 Penalty: 3538.841797
	Iteration 0F: 3 clusters Score -7037966 nChanged 25295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -7052195.500000 Penalty: 3538.841797
	Iteration 1F: 3 clusters Score -7052196 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -7052751.000000 Penalty: 3538.841797
	Iteration 2Q: 3 clusters Score -7052751 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -7053645.000000 Penalty: 3538.841797
	Iteration 3Q: 3 clusters Score -7053645 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -7055173.500000 Penalty: 3538.841797
	Iteration 4F: 3 clusters Score -7055174 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7057888.500000 Penalty: 3538.841797
	Iteration 5F: 3 clusters Score -7057888 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7061721.500000 Penalty: 3538.841797
	Iteration 6F: 3 clusters Score -7061722 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -7066256.500000 Penalty: 3538.841797
	Iteration 7F: 3 clusters Score -7066256 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -7070575.500000 Penalty: 3538.841797
	Iteration 8F: 3 clusters Score -7070576 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -7073087.500000 Penalty: 3538.841797
	Iteration 9F: 3 clusters Score -7073088 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7073901.000000 Penalty: 3538.841797
	Iteration 10Q: 3 clusters Score -7073901 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -7074096.000000 Penalty: 3538.841797
	Iteration 11Q: 3 clusters Score -7074096 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -7074189.000000 Penalty: 3538.841797
	Iteration 12Q: 3 clusters Score -7074189 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -7074259.000000 Penalty: 3538.841797
	Iteration 13Q: 3 clusters Score -7074259 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -7074284.000000 Penalty: 3538.841797
	Iteration 14Q: 3 clusters Score -7074284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -7074307.000000 Penalty: 3538.841797
	Iteration 15Q: 3 clusters Score -7074307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -7074337.500000 Penalty: 3538.841797
	Iteration 16Q: 3 clusters Score -7074338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -7074352.500000 Penalty: 3538.841797
	Iteration 17Q: 3 clusters Score -7074352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -7074368.000000 Penalty: 3538.841797
	Iteration 18Q: 3 clusters Score -7074368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -7074363.000000 Penalty: 3538.841797
	Iteration 19Q: 3 clusters Score -7074363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -7074364.500000 Penalty: 3538.841797
	Iteration 20F: 3 clusters Score -7074364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -7074367.000000 Penalty: 3538.841797
	Iteration 21Q: 3 clusters Score -7074367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -7074372.500000 Penalty: 3538.841797
	Iteration 22Q: 3 clusters Score -7074372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -7074379.500000 Penalty: 3538.841797
	Iteration 23Q: 3 clusters Score -7074380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -7074383.500000 Penalty: 3538.841797
	Iteration 24Q: 3 clusters Score -7074384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -7074386.500000 Penalty: 3538.841797
	Iteration 25Q: 3 clusters Score -7074386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -7074394.500000 Penalty: 3538.841797
	Iteration 26Q: 3 clusters Score -7074394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -7074384.000000 Penalty: 3538.841797
	Iteration 27Q: 3 clusters Score -7074384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -7074389.000000 Penalty: 3538.841797
	Iteration 28Q: 3 clusters Score -7074389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -7074402.000000 Penalty: 3538.841797
	Iteration 29Q: 3 clusters Score -7074402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -7074396.000000 Penalty: 3538.841797
	Iteration 30Q: 3 clusters Score -7074396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -7074397.500000 Penalty: 3538.841797
	Iteration 31Q: 3 clusters Score -7074398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -7074396.000000 Penalty: 3538.841797
	Iteration 32Q: 3 clusters Score -7074396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -7074396.500000 Penalty: 3538.841797
	Iteration 33Q: 3 clusters Score -7074396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -7074403.000000 Penalty: 3538.841797
	Iteration 34Q: 3 clusters Score -7074403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7074392.000000 Penalty: 3538.841797
	Iteration 35Q: 3 clusters Score -7074392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7074397.000000 Penalty: 3538.841797
	Iteration 36Q: 3 clusters Score -7074397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -7074400.000000 Penalty: 3538.841797
	Iteration 37Q: 3 clusters Score -7074400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -7074405.000000 Penalty: 3538.841797
	Iteration 38Q: 3 clusters Score -7074405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -7074403.500000 Penalty: 3538.841797
	Iteration 39Q: 3 clusters Score -7074404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -7074403.500000 Penalty: 3538.841797
	Iteration 40F: 3 clusters Score -7074404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -7074407.000000 Penalty: 3538.841797
	Iteration 41Q: 3 clusters Score -7074407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -7074407.000000 Penalty: 3538.841797
	Iteration 42Q: 3 clusters Score -7074407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -7074411.000000 Penalty: 3538.841797
	Iteration 43Q: 3 clusters Score -7074411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -7074407.000000 Penalty: 3538.841797
	Iteration 44Q: 3 clusters Score -7074407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -7074402.000000 Penalty: 3538.841797
	Iteration 45Q: 3 clusters Score -7074402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -7074401.500000 Penalty: 3538.841797
	Iteration 46Q: 3 clusters Score -7074402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7074403.000000 Penalty: 3538.841797
	Iteration 47Q: 3 clusters Score -7074403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7074403.000000 Penalty: 3538.841797
	Iteration 48F: 3 clusters Score -7074403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 28644 members 
Mstep: Class 11 contains 85461 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 17211 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 51741 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 71548 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52802 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7425 members 
Mstep: Class 25 contains 34132 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 80210 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 41331 members 
Mstep: Class 33 contains 83280 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3736 members 
Mstep: Class 36 contains 66674 members 
Mstep: Class 37 contains 12239 members 
Entering Unmasked Estep 
Score: -127764744.000000 Penalty: 83069.179688
Splitting cluster 32 changes total score from -127757184.000000 to -127764744.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 33 (83280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Entering Unmasked Estep 
Score: -11060191.000000 Penalty: 1841.119141
	Iteration 0F: 2 clusters Score -1.106019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -11009437.000000 Penalty: 3682.238281
	Iteration 0F: 3 clusters Score -1.100944e+07 nChanged 39690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -11032376.000000 Penalty: 3682.238281
	Iteration 1F: 3 clusters Score -1.103238e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -11033422.000000 Penalty: 3682.238281
	Iteration 2Q: 3 clusters Score -1.103342e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -11035028.000000 Penalty: 3682.238281
	Iteration 3Q: 3 clusters Score -1.103503e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -11037451.000000 Penalty: 3682.238281
	Iteration 4F: 3 clusters Score -1.103745e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -11041540.000000 Penalty: 3682.238281
	Iteration 5F: 3 clusters Score -1.104154e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -11046339.000000 Penalty: 3682.238281
	Iteration 6F: 3 clusters Score -1.104634e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -11051009.000000 Penalty: 3682.238281
	Iteration 7F: 3 clusters Score -1.105101e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -11054495.000000 Penalty: 3682.238281
	Iteration 8F: 3 clusters Score -1.10545e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -11056279.000000 Penalty: 3682.238281
	Iteration 9Q: 3 clusters Score -1.105628e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -11057331.000000 Penalty: 3682.238281
	Iteration 10Q: 3 clusters Score -1.105733e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -11057868.000000 Penalty: 3682.238281
	Iteration 11Q: 3 clusters Score -1.105787e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -11058151.000000 Penalty: 3682.238281
	Iteration 12Q: 3 clusters Score -1.105815e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11058339.000000 Penalty: 3682.238281
	Iteration 13Q: 3 clusters Score -1.105834e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11058428.000000 Penalty: 3682.238281
	Iteration 14Q: 3 clusters Score -1.105843e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11058495.000000 Penalty: 3682.238281
	Iteration 15Q: 3 clusters Score -1.10585e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11058596.000000 Penalty: 3682.238281
	Iteration 16Q: 3 clusters Score -1.10586e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11058623.000000 Penalty: 3682.238281
	Iteration 17Q: 3 clusters Score -1.105862e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11058670.000000 Penalty: 3682.238281
	Iteration 18Q: 3 clusters Score -1.105867e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11058701.000000 Penalty: 3682.238281
	Iteration 19Q: 3 clusters Score -1.10587e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11058718.000000 Penalty: 3682.238281
	Iteration 20F: 3 clusters Score -1.105872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11058733.000000 Penalty: 3682.238281
	Iteration 21Q: 3 clusters Score -1.105873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11058758.000000 Penalty: 3682.238281
	Iteration 22Q: 3 clusters Score -1.105876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11058774.000000 Penalty: 3682.238281
	Iteration 23Q: 3 clusters Score -1.105877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11058763.000000 Penalty: 3682.238281
	Iteration 24Q: 3 clusters Score -1.105876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11058755.000000 Penalty: 3682.238281
	Iteration 25Q: 3 clusters Score -1.105876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11058748.000000 Penalty: 3682.238281
	Iteration 26Q: 3 clusters Score -1.105875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11058763.000000 Penalty: 3682.238281
	Iteration 27Q: 3 clusters Score -1.105876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11058777.000000 Penalty: 3682.238281
	Iteration 28Q: 3 clusters Score -1.105878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11058776.000000 Penalty: 3682.238281
	Iteration 29Q: 3 clusters Score -1.105878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11058776.000000 Penalty: 3682.238281
	Iteration 30Q: 3 clusters Score -1.105878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11058777.000000 Penalty: 3682.238281
	Iteration 31Q: 3 clusters Score -1.105878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11058792.000000 Penalty: 3682.238281
	Iteration 32Q: 3 clusters Score -1.105879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11058787.000000 Penalty: 3682.238281
	Iteration 33Q: 3 clusters Score -1.105879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11058803.000000 Penalty: 3682.238281
	Iteration 34Q: 3 clusters Score -1.10588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11058793.000000 Penalty: 3682.238281
	Iteration 35Q: 3 clusters Score -1.105879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11058796.000000 Penalty: 3682.238281
	Iteration 36Q: 3 clusters Score -1.10588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11058799.000000 Penalty: 3682.238281
	Iteration 37Q: 3 clusters Score -1.10588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -11058804.000000 Penalty: 3682.238281
	Iteration 38Q: 3 clusters Score -1.10588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -11058800.000000 Penalty: 3682.238281
	Iteration 39Q: 3 clusters Score -1.10588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11058800.000000 Penalty: 3682.238281
	Iteration 40F: 3 clusters Score -1.10588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11058793.000000 Penalty: 3682.238281
	Iteration 41Q: 3 clusters Score -1.105879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11058794.000000 Penalty: 3682.238281
	Iteration 42Q: 3 clusters Score -1.105879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11058795.000000 Penalty: 3682.238281
	Iteration 43Q: 3 clusters Score -1.10588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11058812.000000 Penalty: 3682.238281
	Iteration 44Q: 3 clusters Score -1.105881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11058817.000000 Penalty: 3682.238281
	Iteration 45Q: 3 clusters Score -1.105882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11058820.000000 Penalty: 3682.238281
	Iteration 46Q: 3 clusters Score -1.105882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11058820.000000 Penalty: 3682.238281
	Iteration 47F: 3 clusters Score -1.105882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -235849.421875 Penalty: 1224.398926
	Iteration 0F: 2 clusters Score -235849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233827.281250 Penalty: 2448.797852
	Iteration 0F: 3 clusters Score -233827.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234254.953125 Penalty: 2448.797852
	Iteration 1F: 3 clusters Score -234255 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -234356.437500 Penalty: 2448.797852
	Iteration 2F: 3 clusters Score -234356.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234411.234375 Penalty: 2448.797852
	Iteration 3Q: 3 clusters Score -234411.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234442.843750 Penalty: 2448.797852
	Iteration 4Q: 3 clusters Score -234442.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -234468.734375 Penalty: 2448.797852
	Iteration 5Q: 3 clusters Score -234468.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -234490.312500 Penalty: 2448.797852
	Iteration 6Q: 3 clusters Score -234490.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -234504.812500 Penalty: 2448.797852
	Iteration 7Q: 3 clusters Score -234504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -234514.906250 Penalty: 2448.797852
	Iteration 8Q: 3 clusters Score -234514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -234526.390625 Penalty: 2448.797852
	Iteration 9Q: 3 clusters Score -234526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234540.656250 Penalty: 2448.797852
	Iteration 10Q: 3 clusters Score -234540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234552.093750 Penalty: 2448.797852
	Iteration 11Q: 3 clusters Score -234552.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234563.171875 Penalty: 2448.797852
	Iteration 12Q: 3 clusters Score -234563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -234573.328125 Penalty: 2448.797852
	Iteration 13Q: 3 clusters Score -234573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234584.843750 Penalty: 2448.797852
	Iteration 14Q: 3 clusters Score -234584.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -234599.796875 Penalty: 2448.797852
	Iteration 15Q: 3 clusters Score -234599.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -234618.375000 Penalty: 2448.797852
	Iteration 16Q: 3 clusters Score -234618.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -234639.375000 Penalty: 2448.797852
	Iteration 17Q: 3 clusters Score -234639.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -234654.546875 Penalty: 2448.797852
	Iteration 18Q: 3 clusters Score -234654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -234663.359375 Penalty: 2448.797852
	Iteration 19Q: 3 clusters Score -234663.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234668.687500 Penalty: 2448.797852
	Iteration 20F: 3 clusters Score -234668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -234676.015625 Penalty: 2448.797852
	Iteration 21Q: 3 clusters Score -234676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234680.296875 Penalty: 2448.797852
	Iteration 22Q: 3 clusters Score -234680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234685.218750 Penalty: 2448.797852
	Iteration 23Q: 3 clusters Score -234685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234688.437500 Penalty: 2448.797852
	Iteration 24Q: 3 clusters Score -234688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -234695.265625 Penalty: 2448.797852
	Iteration 25Q: 3 clusters Score -234695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -234699.312500 Penalty: 2448.797852
	Iteration 26Q: 3 clusters Score -234699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -234702.656250 Penalty: 2448.797852
	Iteration 27Q: 3 clusters Score -234702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -234706.687500 Penalty: 2448.797852
	Iteration 28Q: 3 clusters Score -234706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -234712.437500 Penalty: 2448.797852
	Iteration 29Q: 3 clusters Score -234712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -234720.843750 Penalty: 2448.797852
	Iteration 30Q: 3 clusters Score -234720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -234730.156250 Penalty: 2448.797852
	Iteration 31Q: 3 clusters Score -234730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -234740.187500 Penalty: 2448.797852
	Iteration 32Q: 3 clusters Score -234740.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -234747.484375 Penalty: 2448.797852
	Iteration 33Q: 3 clusters Score -234747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -234757.218750 Penalty: 2448.797852
	Iteration 34Q: 3 clusters Score -234757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -234766.578125 Penalty: 2448.797852
	Iteration 35Q: 3 clusters Score -234766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -234774.015625 Penalty: 2448.797852
	Iteration 36Q: 3 clusters Score -234774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -234778.671875 Penalty: 2448.797852
	Iteration 37Q: 3 clusters Score -234778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -234782.031250 Penalty: 2448.797852
	Iteration 38Q: 3 clusters Score -234782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -234783.125000 Penalty: 2448.797852
	Iteration 39Q: 3 clusters Score -234783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -234783.375000 Penalty: 2448.797852
	Iteration 40F: 3 clusters Score -234783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -234784.296875 Penalty: 2448.797852
	Iteration 41Q: 3 clusters Score -234784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -234784.687500 Penalty: 2448.797852
	Iteration 42Q: 3 clusters Score -234784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -234784.687500 Penalty: 2448.797852
	Iteration 43F: 3 clusters Score -234784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -493053.906250 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -493053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -489877.093750 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -489877.1 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -490679.187500 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -490679.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -490840.500000 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -490840.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -490944.531250 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -490944.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -491013.843750 Penalty: 2673.375488
	Iteration 4Q: 3 clusters Score -491013.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -491051.562500 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -491051.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -491083.437500 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -491083.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -491114.156250 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -491114.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -491151.281250 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -491151.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -491180.437500 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -491180.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -491208.500000 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -491208.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -491244.125000 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -491244.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -491284.250000 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -491284.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -491319.156250 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -491319.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -491357.687500 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -491357.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -491403.093750 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -491403.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -491462.406250 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -491462.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -491540.781250 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -491540.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -491614.906250 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -491614.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -491687.187500 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -491687.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -491752.250000 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -491752.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -491799.062500 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -491799.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -491850.468750 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -491850.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -491895.687500 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -491895.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -491936.531250 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -491936.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -491970.718750 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -491970.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -492002.312500 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -492002.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -492026.937500 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -492026.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -492052.562500 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -492052.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -492064.687500 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -492064.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -492077.843750 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -492077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -492086.843750 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -492086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -492093.156250 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -492093.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -492096.687500 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -492096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -492098.593750 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -492098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -492101.500000 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -492101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -492102.187500 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -492102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -492102.843750 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -492102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -492103.250000 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -492103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -492103.062500 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -492103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -492102.937500 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -492102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 28644 members 
Mstep: Class 11 contains 85461 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 17211 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 51741 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 71548 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 55575 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52802 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7425 members 
Mstep: Class 25 contains 34132 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 80210 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 41331 members 
Mstep: Class 33 contains 83280 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767960.000000 Penalty: 83069.179688
Iteration 199Q: 38 clusters Score -1.27768e+08 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 71635 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 12792 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 29331 members 
Mstep: Class 11 contains 83566 members 
Mstep: Class 12 contains 56238 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 51737 members 
Mstep: Class 16 contains 6505 members 
Mstep: Class 17 contains 74276 members 
Mstep: Class 18 contains 71609 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 55243 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52654 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7423 members 
Mstep: Class 25 contains 37649 members 
Mstep: Class 26 contains 12564 members 
Mstep: Class 27 contains 80331 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 9569 members 
Mstep: Class 30 contains 115 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 42092 members 
Mstep: Class 33 contains 83183 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3700 members 
Mstep: Class 36 contains 65018 members 
Mstep: Class 37 contains 12010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770680.000000 Penalty: 83069.179688
Iteration 200F: 38 clusters Score -1.277707e+08 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 71325 members 
Mstep: Class 7 contains 7228 members 
Mstep: Class 8 contains 12793 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 28688 members 
Mstep: Class 11 contains 82032 members 
Mstep: Class 12 contains 55912 members 
Mstep: Class 13 contains 17161 members 
Mstep: Class 14 contains 5643 members 
Mstep: Class 15 contains 51763 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 73951 members 
Mstep: Class 18 contains 71555 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 54881 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52500 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7412 members 
Mstep: Class 25 contains 40001 members 
Mstep: Class 26 contains 12419 members 
Mstep: Class 27 contains 80499 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 116 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 42753 members 
Mstep: Class 33 contains 83069 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3675 members 
Mstep: Class 36 contains 65909 members 
Mstep: Class 37 contains 12248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771208.000000 Penalty: 83069.179688
Iteration 201Q: 38 clusters Score -1.277712e+08 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 208 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 71065 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 12808 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 28134 members 
Mstep: Class 11 contains 80533 members 
Mstep: Class 12 contains 55659 members 
Mstep: Class 13 contains 17154 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 51771 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 73645 members 
Mstep: Class 18 contains 71522 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 54489 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 52332 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7403 members 
Mstep: Class 25 contains 42323 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 80655 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 9326 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 43467 members 
Mstep: Class 33 contains 82957 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3659 members 
Mstep: Class 36 contains 66524 members 
Mstep: Class 37 contains 12357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770728.000000 Penalty: 83069.179688
Iteration 202Q: 38 clusters Score -1.277707e+08 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 70800 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 27565 members 
Mstep: Class 11 contains 78796 members 
Mstep: Class 12 contains 55464 members 
Mstep: Class 13 contains 17144 members 
Mstep: Class 14 contains 5648 members 
Mstep: Class 15 contains 51770 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 73406 members 
Mstep: Class 18 contains 71459 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 54074 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 52168 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7390 members 
Mstep: Class 25 contains 44739 members 
Mstep: Class 26 contains 12257 members 
Mstep: Class 27 contains 80831 members 
Mstep: Class 28 contains 4741 members 
Mstep: Class 29 contains 9231 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 44228 members 
Mstep: Class 33 contains 82897 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3649 members 
Mstep: Class 36 contains 67106 members 
Mstep: Class 37 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771568.000000 Penalty: 83069.179688
Iteration 203Q: 38 clusters Score -1.277716e+08 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 223 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 70568 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 27035 members 
Mstep: Class 11 contains 76992 members 
Mstep: Class 12 contains 55345 members 
Mstep: Class 13 contains 17138 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 51752 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 73159 members 
Mstep: Class 18 contains 71434 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 53694 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 52000 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7372 members 
Mstep: Class 25 contains 47084 members 
Mstep: Class 26 contains 12184 members 
Mstep: Class 27 contains 81002 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 9125 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 44946 members 
Mstep: Class 33 contains 82911 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3632 members 
Mstep: Class 36 contains 67668 members 
Mstep: Class 37 contains 12361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772064.000000 Penalty: 83069.179688
Iteration 204Q: 38 clusters Score -1.277721e+08 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 70372 members 
Mstep: Class 7 contains 7217 members 
Mstep: Class 8 contains 12824 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 26506 members 
Mstep: Class 11 contains 74792 members 
Mstep: Class 12 contains 55247 members 
Mstep: Class 13 contains 17140 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 51696 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 72979 members 
Mstep: Class 18 contains 71323 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 53304 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 51858 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 7356 members 
Mstep: Class 25 contains 49592 members 
Mstep: Class 26 contains 12120 members 
Mstep: Class 27 contains 81208 members 
Mstep: Class 28 contains 4645 members 
Mstep: Class 29 contains 9022 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 45706 members 
Mstep: Class 33 contains 82919 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 68376 members 
Mstep: Class 37 contains 12333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772872.000000 Penalty: 83069.179688
Iteration 205Q: 38 clusters Score -1.277729e+08 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 230 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 70159 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 25972 members 
Mstep: Class 11 contains 72077 members 
Mstep: Class 12 contains 55185 members 
Mstep: Class 13 contains 17134 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 51629 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 72815 members 
Mstep: Class 18 contains 71221 members 
Mstep: Class 19 contains 14794 members 
Mstep: Class 20 contains 52920 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 51729 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 7354 members 
Mstep: Class 25 contains 52223 members 
Mstep: Class 26 contains 12078 members 
Mstep: Class 27 contains 81406 members 
Mstep: Class 28 contains 4581 members 
Mstep: Class 29 contains 8907 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 46482 members 
Mstep: Class 33 contains 83004 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3594 members 
Mstep: Class 36 contains 69349 members 
Mstep: Class 37 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773152.000000 Penalty: 83069.179688
Iteration 206Q: 38 clusters Score -1.277732e+08 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 69914 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 25420 members 
Mstep: Class 11 contains 68844 members 
Mstep: Class 12 contains 55198 members 
Mstep: Class 13 contains 17131 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 51572 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 72777 members 
Mstep: Class 18 contains 71050 members 
Mstep: Class 19 contains 14814 members 
Mstep: Class 20 contains 52566 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 51574 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 7347 members 
Mstep: Class 25 contains 54974 members 
Mstep: Class 26 contains 12044 members 
Mstep: Class 27 contains 81598 members 
Mstep: Class 28 contains 4537 members 
Mstep: Class 29 contains 8770 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4794 members 
Mstep: Class 32 contains 47282 members 
Mstep: Class 33 contains 83068 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 70615 members 
Mstep: Class 37 contains 12253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773520.000000 Penalty: 83069.179688
Iteration 207Q: 38 clusters Score -1.277735e+08 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 69691 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 65275 members 
Mstep: Class 12 contains 55199 members 
Mstep: Class 13 contains 17132 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 51485 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 72752 members 
Mstep: Class 18 contains 70873 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 52233 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 51433 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 7336 members 
Mstep: Class 25 contains 57821 members 
Mstep: Class 26 contains 12011 members 
Mstep: Class 27 contains 81710 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 8667 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 48087 members 
Mstep: Class 33 contains 83172 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3562 members 
Mstep: Class 36 contains 72079 members 
Mstep: Class 37 contains 12218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773880.000000 Penalty: 83069.179688
Iteration 208Q: 38 clusters Score -1.277739e+08 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 69408 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 24311 members 
Mstep: Class 11 contains 62056 members 
Mstep: Class 12 contains 55184 members 
Mstep: Class 13 contains 17152 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 51393 members 
Mstep: Class 16 contains 6321 members 
Mstep: Class 17 contains 72704 members 
Mstep: Class 18 contains 70639 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 51929 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 51291 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 7326 members 
Mstep: Class 25 contains 60127 members 
Mstep: Class 26 contains 11992 members 
Mstep: Class 27 contains 81843 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 8587 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 48908 members 
Mstep: Class 33 contains 83246 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3536 members 
Mstep: Class 36 contains 73822 members 
Mstep: Class 37 contains 12198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773056.000000 Penalty: 83069.179688
Iteration 209Q: 38 clusters Score -1.277731e+08 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 69171 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 12877 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 23756 members 
Mstep: Class 11 contains 60673 members 
Mstep: Class 12 contains 55186 members 
Mstep: Class 13 contains 17167 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 15 contains 51403 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 72611 members 
Mstep: Class 18 contains 70350 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 51658 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 51122 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 7318 members 
Mstep: Class 25 contains 60101 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 81964 members 
Mstep: Class 28 contains 4386 members 
Mstep: Class 29 contains 8523 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 49702 members 
Mstep: Class 33 contains 83386 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3507 members 
Mstep: Class 36 contains 75907 members 
Mstep: Class 37 contains 12201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772272.000000 Penalty: 83069.179688
Iteration 210Q: 38 clusters Score -1.277723e+08 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 68978 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 23195 members 
Mstep: Class 11 contains 60267 members 
Mstep: Class 12 contains 55207 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 51457 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 72508 members 
Mstep: Class 18 contains 69997 members 
Mstep: Class 19 contains 14871 members 
Mstep: Class 20 contains 51419 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 50960 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 7313 members 
Mstep: Class 25 contains 59068 members 
Mstep: Class 26 contains 11933 members 
Mstep: Class 27 contains 82079 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 8440 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 50496 members 
Mstep: Class 33 contains 83482 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3488 members 
Mstep: Class 36 contains 78001 members 
Mstep: Class 37 contains 12215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771776.000000 Penalty: 83069.179688
Iteration 211Q: 38 clusters Score -1.277718e+08 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 68843 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 12878 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 22584 members 
Mstep: Class 11 contains 60115 members 
Mstep: Class 12 contains 55207 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 51478 members 
Mstep: Class 16 contains 6328 members 
Mstep: Class 17 contains 72416 members 
Mstep: Class 18 contains 69582 members 
Mstep: Class 19 contains 14886 members 
Mstep: Class 20 contains 51195 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 50846 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 7301 members 
Mstep: Class 25 contains 57945 members 
Mstep: Class 26 contains 11903 members 
Mstep: Class 27 contains 82221 members 
Mstep: Class 28 contains 4291 members 
Mstep: Class 29 contains 8363 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 51307 members 
Mstep: Class 33 contains 83512 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3472 members 
Mstep: Class 36 contains 80013 members 
Mstep: Class 37 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771880.000000 Penalty: 83069.179688
Iteration 212Q: 38 clusters Score -1.277719e+08 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 68748 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 12877 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 22021 members 
Mstep: Class 11 contains 60027 members 
Mstep: Class 12 contains 55212 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 51484 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 72344 members 
Mstep: Class 18 contains 69126 members 
Mstep: Class 19 contains 14902 members 
Mstep: Class 20 contains 50932 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 50726 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 7292 members 
Mstep: Class 25 contains 56706 members 
Mstep: Class 26 contains 11872 members 
Mstep: Class 27 contains 82333 members 
Mstep: Class 28 contains 4248 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4787 members 
Mstep: Class 32 contains 52157 members 
Mstep: Class 33 contains 83562 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3450 members 
Mstep: Class 36 contains 81949 members 
Mstep: Class 37 contains 12308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771744.000000 Penalty: 83069.179688
Iteration 213Q: 38 clusters Score -1.277717e+08 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 68684 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 12876 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 21487 members 
Mstep: Class 11 contains 60002 members 
Mstep: Class 12 contains 55214 members 
Mstep: Class 13 contains 17183 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 51456 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 72290 members 
Mstep: Class 18 contains 68631 members 
Mstep: Class 19 contains 14918 members 
Mstep: Class 20 contains 50709 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 50611 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 7286 members 
Mstep: Class 25 contains 55541 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 82445 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 8271 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4787 members 
Mstep: Class 32 contains 53008 members 
Mstep: Class 33 contains 83573 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3436 members 
Mstep: Class 36 contains 83731 members 
Mstep: Class 37 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771504.000000 Penalty: 83069.179688
Iteration 214Q: 38 clusters Score -1.277715e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 68610 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 12872 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 20901 members 
Mstep: Class 11 contains 60011 members 
Mstep: Class 12 contains 55179 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 51415 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 72302 members 
Mstep: Class 18 contains 68049 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 50504 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 50551 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 7279 members 
Mstep: Class 25 contains 54639 members 
Mstep: Class 26 contains 11855 members 
Mstep: Class 27 contains 82512 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 8217 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 53941 members 
Mstep: Class 33 contains 83554 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 85276 members 
Mstep: Class 37 contains 12453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770944.000000 Penalty: 83069.179688
Iteration 215Q: 38 clusters Score -1.277709e+08 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 68556 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 20300 members 
Mstep: Class 11 contains 60006 members 
Mstep: Class 12 contains 55169 members 
Mstep: Class 13 contains 17174 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 51289 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 72261 members 
Mstep: Class 18 contains 67551 members 
Mstep: Class 19 contains 14937 members 
Mstep: Class 20 contains 50308 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 50480 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 7270 members 
Mstep: Class 25 contains 53965 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 82598 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 8160 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 54851 members 
Mstep: Class 33 contains 83525 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 86599 members 
Mstep: Class 37 contains 12549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771232.000000 Penalty: 83069.179688
Iteration 216Q: 38 clusters Score -1.277712e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 68505 members 
Mstep: Class 7 contains 7189 members 
Mstep: Class 8 contains 12863 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 55150 members 
Mstep: Class 13 contains 17172 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 51180 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 72227 members 
Mstep: Class 18 contains 66988 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 50121 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 50405 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 7260 members 
Mstep: Class 25 contains 53425 members 
Mstep: Class 26 contains 11840 members 
Mstep: Class 27 contains 82757 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 8106 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 55780 members 
Mstep: Class 33 contains 83426 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3392 members 
Mstep: Class 36 contains 87837 members 
Mstep: Class 37 contains 12640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771176.000000 Penalty: 83069.179688
Iteration 217Q: 38 clusters Score -1.277712e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 68464 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 19014 members 
Mstep: Class 11 contains 59981 members 
Mstep: Class 12 contains 55151 members 
Mstep: Class 13 contains 17176 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 51036 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 72283 members 
Mstep: Class 18 contains 66543 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 20 contains 49962 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 50301 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 7244 members 
Mstep: Class 25 contains 52962 members 
Mstep: Class 26 contains 11813 members 
Mstep: Class 27 contains 82883 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 8071 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 56595 members 
Mstep: Class 33 contains 83303 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 88946 members 
Mstep: Class 37 contains 12746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771064.000000 Penalty: 83069.179688
Iteration 218Q: 38 clusters Score -1.277711e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 68414 members 
Mstep: Class 7 contains 7193 members 
Mstep: Class 8 contains 12847 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 10 contains 18383 members 
Mstep: Class 11 contains 59967 members 
Mstep: Class 12 contains 55136 members 
Mstep: Class 13 contains 17175 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 50851 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 72343 members 
Mstep: Class 18 contains 66082 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 49822 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 50215 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 52601 members 
Mstep: Class 26 contains 11799 members 
Mstep: Class 27 contains 83001 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 8033 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 57453 members 
Mstep: Class 33 contains 83204 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 89918 members 
Mstep: Class 37 contains 12845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771216.000000 Penalty: 83069.179688
Iteration 219Q: 38 clusters Score -1.277712e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 68382 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 17752 members 
Mstep: Class 11 contains 59965 members 
Mstep: Class 12 contains 55116 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 50689 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 72431 members 
Mstep: Class 18 contains 65641 members 
Mstep: Class 19 contains 15009 members 
Mstep: Class 20 contains 49713 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 50113 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7199 members 
Mstep: Class 25 contains 52315 members 
Mstep: Class 26 contains 11786 members 
Mstep: Class 27 contains 83053 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 8004 members 
Mstep: Class 30 contains 118 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 58309 members 
Mstep: Class 33 contains 83056 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3370 members 
Mstep: Class 36 contains 90814 members 
Mstep: Class 37 contains 12950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772240.000000 Penalty: 83069.179688
Iteration 220F: 38 clusters Score -1.277722e+08 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 68289 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 17111 members 
Mstep: Class 11 contains 57027 members 
Mstep: Class 12 contains 55099 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 50517 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 72531 members 
Mstep: Class 18 contains 65123 members 
Mstep: Class 19 contains 15027 members 
Mstep: Class 20 contains 49578 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49993 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7176 members 
Mstep: Class 25 contains 55208 members 
Mstep: Class 26 contains 11777 members 
Mstep: Class 27 contains 83121 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 7981 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4784 members 
Mstep: Class 32 contains 59223 members 
Mstep: Class 33 contains 82845 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 91620 members 
Mstep: Class 37 contains 13064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771544.000000 Penalty: 83069.179688
Iteration 221Q: 38 clusters Score -1.277715e+08 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 68284 members 
Mstep: Class 7 contains 7193 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 16490 members 
Mstep: Class 11 contains 53445 members 
Mstep: Class 12 contains 55100 members 
Mstep: Class 13 contains 17200 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 50280 members 
Mstep: Class 16 contains 6367 members 
Mstep: Class 17 contains 72644 members 
Mstep: Class 18 contains 64564 members 
Mstep: Class 19 contains 15044 members 
Mstep: Class 20 contains 49420 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49898 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7160 members 
Mstep: Class 25 contains 58266 members 
Mstep: Class 26 contains 11775 members 
Mstep: Class 27 contains 83245 members 
Mstep: Class 28 contains 4017 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4784 members 
Mstep: Class 32 contains 60160 members 
Mstep: Class 33 contains 82553 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3347 members 
Mstep: Class 36 contains 92831 members 
Mstep: Class 37 contains 13209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771320.000000 Penalty: 83069.179688
Iteration 222Q: 38 clusters Score -1.277713e+08 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 68380 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 15840 members 
Mstep: Class 11 contains 49289 members 
Mstep: Class 12 contains 55136 members 
Mstep: Class 13 contains 17220 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 50034 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 72811 members 
Mstep: Class 18 contains 64048 members 
Mstep: Class 19 contains 15065 members 
Mstep: Class 20 contains 49285 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49782 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7127 members 
Mstep: Class 25 contains 61471 members 
Mstep: Class 26 contains 11779 members 
Mstep: Class 27 contains 83329 members 
Mstep: Class 28 contains 3979 members 
Mstep: Class 29 contains 7948 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4783 members 
Mstep: Class 32 contains 61055 members 
Mstep: Class 33 contains 82294 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3319 members 
Mstep: Class 36 contains 94343 members 
Mstep: Class 37 contains 13382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771120.000000 Penalty: 83069.179688
Iteration 223Q: 38 clusters Score -1.277711e+08 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 68589 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 15049 members 
Mstep: Class 11 contains 44716 members 
Mstep: Class 12 contains 55164 members 
Mstep: Class 13 contains 17237 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 49812 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 72942 members 
Mstep: Class 18 contains 63506 members 
Mstep: Class 19 contains 15094 members 
Mstep: Class 20 contains 49140 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49685 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 64629 members 
Mstep: Class 26 contains 11817 members 
Mstep: Class 27 contains 83453 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 7931 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 61992 members 
Mstep: Class 33 contains 82067 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3293 members 
Mstep: Class 36 contains 96153 members 
Mstep: Class 37 contains 13593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769416.000000 Penalty: 83069.179688
Iteration 224Q: 38 clusters Score -1.277694e+08 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 68883 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 12839 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 40233 members 
Mstep: Class 12 contains 55176 members 
Mstep: Class 13 contains 17256 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 49642 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 73049 members 
Mstep: Class 18 contains 63053 members 
Mstep: Class 19 contains 15136 members 
Mstep: Class 20 contains 48980 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49589 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7053 members 
Mstep: Class 25 contains 67776 members 
Mstep: Class 26 contains 11870 members 
Mstep: Class 27 contains 83496 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 62856 members 
Mstep: Class 33 contains 81934 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3280 members 
Mstep: Class 36 contains 98047 members 
Mstep: Class 37 contains 13779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768136.000000 Penalty: 83069.179688
Iteration 225Q: 38 clusters Score -1.277681e+08 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 69197 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 12797 members 
Mstep: Class 11 contains 36366 members 
Mstep: Class 12 contains 55203 members 
Mstep: Class 13 contains 17276 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 49476 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 73179 members 
Mstep: Class 18 contains 62643 members 
Mstep: Class 19 contains 15175 members 
Mstep: Class 20 contains 48804 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49483 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7010 members 
Mstep: Class 25 contains 70448 members 
Mstep: Class 26 contains 11956 members 
Mstep: Class 27 contains 83531 members 
Mstep: Class 28 contains 3909 members 
Mstep: Class 29 contains 7871 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 63666 members 
Mstep: Class 33 contains 81807 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3265 members 
Mstep: Class 36 contains 99871 members 
Mstep: Class 37 contains 13961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127765944.000000 Penalty: 83069.179688
Iteration 226Q: 38 clusters Score -1.277659e+08 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 69533 members 
Mstep: Class 7 contains 7196 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 33541 members 
Mstep: Class 12 contains 55218 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 49324 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 73423 members 
Mstep: Class 18 contains 62148 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 48617 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49369 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 6974 members 
Mstep: Class 25 contains 72415 members 
Mstep: Class 26 contains 12043 members 
Mstep: Class 27 contains 83541 members 
Mstep: Class 28 contains 3891 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 64569 members 
Mstep: Class 33 contains 81732 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3255 members 
Mstep: Class 36 contains 101374 members 
Mstep: Class 37 contains 14135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127763584.000000 Penalty: 83069.179688
Iteration 227Q: 38 clusters Score -1.277636e+08 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 69876 members 
Mstep: Class 7 contains 7200 members 
Mstep: Class 8 contains 12819 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 10089 members 
Mstep: Class 11 contains 31659 members 
Mstep: Class 12 contains 55226 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 49184 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 73657 members 
Mstep: Class 18 contains 61644 members 
Mstep: Class 19 contains 15234 members 
Mstep: Class 20 contains 48422 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 49260 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 73664 members 
Mstep: Class 26 contains 12123 members 
Mstep: Class 27 contains 83593 members 
Mstep: Class 28 contains 3861 members 
Mstep: Class 29 contains 7804 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 65501 members 
Mstep: Class 33 contains 81632 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3248 members 
Mstep: Class 36 contains 102645 members 
Mstep: Class 37 contains 14291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127761352.000000 Penalty: 83069.179688
Iteration 228Q: 38 clusters Score -1.277614e+08 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 70182 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 12792 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 30390 members 
Mstep: Class 12 contains 55225 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 15 contains 49028 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 73938 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 48226 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 49158 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 6910 members 
Mstep: Class 25 contains 74449 members 
Mstep: Class 26 contains 12189 members 
Mstep: Class 27 contains 83713 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 7768 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 66452 members 
Mstep: Class 33 contains 81510 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3244 members 
Mstep: Class 36 contains 103685 members 
Mstep: Class 37 contains 14433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759840.000000 Penalty: 83069.179688
Iteration 229Q: 38 clusters Score -1.277598e+08 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7958 members 
Mstep: Class 6 contains 70431 members 
Mstep: Class 7 contains 7202 members 
Mstep: Class 8 contains 12771 members 
Mstep: Class 9 contains 5436 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 29536 members 
Mstep: Class 12 contains 55236 members 
Mstep: Class 13 contains 17325 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 48941 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 74182 members 
Mstep: Class 18 contains 60502 members 
Mstep: Class 19 contains 15256 members 
Mstep: Class 20 contains 48047 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 49049 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6893 members 
Mstep: Class 25 contains 74946 members 
Mstep: Class 26 contains 12248 members 
Mstep: Class 27 contains 83758 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 67420 members 
Mstep: Class 33 contains 81439 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3242 members 
Mstep: Class 36 contains 104481 members 
Mstep: Class 37 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759032.000000 Penalty: 83069.179688
Iteration 230Q: 38 clusters Score -1.27759e+08 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 70682 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 7019 members 
Mstep: Class 11 contains 28864 members 
Mstep: Class 12 contains 55265 members 
Mstep: Class 13 contains 17331 members 
Mstep: Class 14 contains 5593 members 
Mstep: Class 15 contains 48973 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 74422 members 
Mstep: Class 18 contains 59933 members 
Mstep: Class 19 contains 15260 members 
Mstep: Class 20 contains 47870 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48931 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 75235 members 
Mstep: Class 26 contains 12295 members 
Mstep: Class 27 contains 83826 members 
Mstep: Class 28 contains 3794 members 
Mstep: Class 29 contains 7693 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 68265 members 
Mstep: Class 33 contains 81361 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3239 members 
Mstep: Class 36 contains 105091 members 
Mstep: Class 37 contains 14681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758160.000000 Penalty: 83069.179688
Iteration 231Q: 38 clusters Score -1.277582e+08 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 70913 members 
Mstep: Class 7 contains 7196 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 28351 members 
Mstep: Class 12 contains 55299 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 49064 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 74661 members 
Mstep: Class 18 contains 59365 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48822 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6842 members 
Mstep: Class 25 contains 75375 members 
Mstep: Class 26 contains 12357 members 
Mstep: Class 27 contains 83901 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 7664 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 69038 members 
Mstep: Class 33 contains 81244 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3235 members 
Mstep: Class 36 contains 105622 members 
Mstep: Class 37 contains 14808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757160.000000 Penalty: 83069.179688
Iteration 232Q: 38 clusters Score -1.277572e+08 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 71144 members 
Mstep: Class 7 contains 7192 members 
Mstep: Class 8 contains 12727 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 27932 members 
Mstep: Class 12 contains 55332 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 49271 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 74865 members 
Mstep: Class 18 contains 58926 members 
Mstep: Class 19 contains 15280 members 
Mstep: Class 20 contains 47508 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48708 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 6821 members 
Mstep: Class 25 contains 75476 members 
Mstep: Class 26 contains 12424 members 
Mstep: Class 27 contains 83955 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4782 members 
Mstep: Class 32 contains 69619 members 
Mstep: Class 33 contains 81072 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3230 members 
Mstep: Class 36 contains 106040 members 
Mstep: Class 37 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756592.000000 Penalty: 83069.179688
Iteration 233Q: 38 clusters Score -1.277566e+08 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 71351 members 
Mstep: Class 7 contains 7185 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 27627 members 
Mstep: Class 12 contains 55342 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 49522 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 74978 members 
Mstep: Class 18 contains 58622 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 47315 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48591 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 6800 members 
Mstep: Class 25 contains 75501 members 
Mstep: Class 26 contains 12496 members 
Mstep: Class 27 contains 84013 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 7621 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4784 members 
Mstep: Class 32 contains 70068 members 
Mstep: Class 33 contains 80914 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3217 members 
Mstep: Class 36 contains 106374 members 
Mstep: Class 37 contains 15035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756448.000000 Penalty: 83069.179688
Iteration 234Q: 38 clusters Score -1.277564e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 71520 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 27389 members 
Mstep: Class 12 contains 55343 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 49853 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 75164 members 
Mstep: Class 18 contains 58299 members 
Mstep: Class 19 contains 15280 members 
Mstep: Class 20 contains 47108 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48460 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 75503 members 
Mstep: Class 26 contains 12564 members 
Mstep: Class 27 contains 84076 members 
Mstep: Class 28 contains 3673 members 
Mstep: Class 29 contains 7610 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 70434 members 
Mstep: Class 33 contains 80756 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3202 members 
Mstep: Class 36 contains 106616 members 
Mstep: Class 37 contains 15147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756472.000000 Penalty: 83069.179688
Iteration 235Q: 38 clusters Score -1.277565e+08 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 71671 members 
Mstep: Class 7 contains 7181 members 
Mstep: Class 8 contains 12674 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 27185 members 
Mstep: Class 12 contains 55340 members 
Mstep: Class 13 contains 17384 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 50253 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 75344 members 
Mstep: Class 18 contains 57951 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 46875 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48347 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6751 members 
Mstep: Class 25 contains 75497 members 
Mstep: Class 26 contains 12623 members 
Mstep: Class 27 contains 84192 members 
Mstep: Class 28 contains 3642 members 
Mstep: Class 29 contains 7598 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 70747 members 
Mstep: Class 33 contains 80568 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3190 members 
Mstep: Class 36 contains 106730 members 
Mstep: Class 37 contains 15254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755960.000000 Penalty: 83069.179688
Iteration 236Q: 38 clusters Score -1.27756e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 71806 members 
Mstep: Class 7 contains 7179 members 
Mstep: Class 8 contains 12655 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 27002 members 
Mstep: Class 12 contains 55340 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 50775 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 75533 members 
Mstep: Class 18 contains 57636 members 
Mstep: Class 19 contains 15296 members 
Mstep: Class 20 contains 46654 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48211 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6733 members 
Mstep: Class 25 contains 75533 members 
Mstep: Class 26 contains 12682 members 
Mstep: Class 27 contains 84301 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 7581 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 70933 members 
Mstep: Class 33 contains 80364 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3182 members 
Mstep: Class 36 contains 106733 members 
Mstep: Class 37 contains 15359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756128.000000 Penalty: 83069.179688
Iteration 237Q: 38 clusters Score -1.277561e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 71920 members 
Mstep: Class 7 contains 7177 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 26826 members 
Mstep: Class 12 contains 55343 members 
Mstep: Class 13 contains 17416 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 51280 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 75713 members 
Mstep: Class 18 contains 57348 members 
Mstep: Class 19 contains 15296 members 
Mstep: Class 20 contains 46399 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 48108 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6710 members 
Mstep: Class 25 contains 75586 members 
Mstep: Class 26 contains 12724 members 
Mstep: Class 27 contains 84444 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71021 members 
Mstep: Class 33 contains 80202 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3181 members 
Mstep: Class 36 contains 106730 members 
Mstep: Class 37 contains 15466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756000.000000 Penalty: 83069.179688
Iteration 238Q: 38 clusters Score -1.27756e+08 nChanged 3658
Entering ConstructFrom: 
Score: -127756000.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -615587.000000 Penalty: 1387.770752
	Iteration 0F: 2 clusters Score -615587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -611599.625000 Penalty: 2775.541504
	Iteration 0F: 3 clusters Score -611599.6 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -612783.125000 Penalty: 2775.541504
	Iteration 1F: 3 clusters Score -612783.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -612983.312500 Penalty: 2775.541504
	Iteration 2F: 3 clusters Score -612983.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -613142.562500 Penalty: 2775.541504
	Iteration 3F: 3 clusters Score -613142.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -613290.687500 Penalty: 2775.541504
	Iteration 4Q: 3 clusters Score -613290.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -613430.375000 Penalty: 2775.541504
	Iteration 5Q: 3 clusters Score -613430.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -613577.437500 Penalty: 2775.541504
	Iteration 6Q: 3 clusters Score -613577.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -613717.062500 Penalty: 2775.541504
	Iteration 7Q: 3 clusters Score -613717.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -613881.500000 Penalty: 2775.541504
	Iteration 8Q: 3 clusters Score -613881.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -614038.437500 Penalty: 2775.541504
	Iteration 9Q: 3 clusters Score -614038.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -614176.375000 Penalty: 2775.541504
	Iteration 10Q: 3 clusters Score -614176.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -614308.125000 Penalty: 2775.541504
	Iteration 11Q: 3 clusters Score -614308.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -614424.125000 Penalty: 2775.541504
	Iteration 12Q: 3 clusters Score -614424.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -614512.375000 Penalty: 2775.541504
	Iteration 13Q: 3 clusters Score -614512.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -614595.250000 Penalty: 2775.541504
	Iteration 14Q: 3 clusters Score -614595.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -614665.000000 Penalty: 2775.541504
	Iteration 15Q: 3 clusters Score -614665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -614704.187500 Penalty: 2775.541504
	Iteration 16Q: 3 clusters Score -614704.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -614743.125000 Penalty: 2775.541504
	Iteration 17Q: 3 clusters Score -614743.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -614782.812500 Penalty: 2775.541504
	Iteration 18Q: 3 clusters Score -614782.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -614804.750000 Penalty: 2775.541504
	Iteration 19Q: 3 clusters Score -614804.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -614818.437500 Penalty: 2775.541504
	Iteration 20F: 3 clusters Score -614818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -614827.750000 Penalty: 2775.541504
	Iteration 21Q: 3 clusters Score -614827.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -614832.750000 Penalty: 2775.541504
	Iteration 22Q: 3 clusters Score -614832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -614837.250000 Penalty: 2775.541504
	Iteration 23Q: 3 clusters Score -614837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -614842.312500 Penalty: 2775.541504
	Iteration 24Q: 3 clusters Score -614842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -614851.437500 Penalty: 2775.541504
	Iteration 25Q: 3 clusters Score -614851.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -614861.062500 Penalty: 2775.541504
	Iteration 26Q: 3 clusters Score -614861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -614864.250000 Penalty: 2775.541504
	Iteration 27Q: 3 clusters Score -614864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -614868.500000 Penalty: 2775.541504
	Iteration 28Q: 3 clusters Score -614868.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -614872.125000 Penalty: 2775.541504
	Iteration 29Q: 3 clusters Score -614872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -614873.875000 Penalty: 2775.541504
	Iteration 30Q: 3 clusters Score -614873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -614876.125000 Penalty: 2775.541504
	Iteration 31Q: 3 clusters Score -614876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -614876.437500 Penalty: 2775.541504
	Iteration 32Q: 3 clusters Score -614876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -614876.437500 Penalty: 2775.541504
	Iteration 33F: 3 clusters Score -614876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19324.640625 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19324.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19463.306641 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19463.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19508.671875 Penalty: 1768.785767
	Iteration 2Q: 3 clusters Score -19508.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19564.544922 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19564.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19604.435547 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19604.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19613.728516 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19613.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19632.958984 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -19632.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19648.869141 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -19648.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19659.617188 Penalty: 1768.785767
	Iteration 8Q: 3 clusters Score -19659.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19661.656250 Penalty: 1768.785767
	Iteration 9F: 3 clusters Score -19661.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19670.537109 Penalty: 1768.785767
	Iteration 10Q: 3 clusters Score -19670.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19673.087891 Penalty: 1768.785767
	Iteration 11Q: 3 clusters Score -19673.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19673.904297 Penalty: 1768.785767
	Iteration 12Q: 3 clusters Score -19673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19673.904297 Penalty: 1768.785767
	Iteration 13F: 3 clusters Score -19673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -191763.859375 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -191763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189900.046875 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -189900 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -190401.906250 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -190401.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -190648.203125 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -190648.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -190831.609375 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -190831.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191036.406250 Penalty: 2416.517334
	Iteration 4F: 3 clusters Score -191036.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191225.500000 Penalty: 2416.517334
	Iteration 5F: 3 clusters Score -191225.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191343.000000 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -191343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191399.828125 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -191399.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -191427.750000 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -191427.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191439.906250 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -191439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191449.484375 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -191449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -191457.109375 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -191457.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -191460.156250 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -191460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -191462.156250 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -191462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -191463.718750 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -191463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191464.281250 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -191464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191466.687500 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -191466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -191468.312500 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -191468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191468.593750 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -191468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191469.562500 Penalty: 2416.517334
	Iteration 19Q: 3 clusters Score -191469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191471.312500 Penalty: 2416.517334
	Iteration 20F: 3 clusters Score -191471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191472.734375 Penalty: 2416.517334
	Iteration 21Q: 3 clusters Score -191472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191473.421875 Penalty: 2416.517334
	Iteration 22Q: 3 clusters Score -191473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191474.937500 Penalty: 2416.517334
	Iteration 23Q: 3 clusters Score -191474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191475.375000 Penalty: 2416.517334
	Iteration 24Q: 3 clusters Score -191475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191475.375000 Penalty: 2416.517334
	Iteration 25F: 3 clusters Score -191475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 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 182 members 
Entering Unmasked Estep 
Score: -36103.339844 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36103.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36411.132812 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36411.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36614.683594 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36614.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36872.636719 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -36872.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -37049.003906 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -37049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -37131.656250 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -37131.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -37188.882812 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37188.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -37208.894531 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37208.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -37210.949219 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -37210.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -37242.078125 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -37242.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -37242.078125 Penalty: 1918.355835
	Iteration 10F: 3 clusters Score -37242.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 292 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 72041 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 51821 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 18 contains 57033 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47990 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 75664 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 84613 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71036 members 
Mstep: Class 33 contains 80010 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3175 members 
Mstep: Class 36 contains 106722 members 
Mstep: Class 37 contains 15558 members 
Mstep: Class 38 contains 74 members 
Entering Unmasked Estep 
Score: -127754664.000000 Penalty: 85314.296875
Splitting cluster 4 changes total score from -127756000.000000 to -127754664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -1026076.562500 Penalty: 1459.666138
	Iteration 0F: 2 clusters Score -1026077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1020256.375000 Penalty: 2919.332275
	Iteration 0F: 3 clusters Score -1020256 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1021989.500000 Penalty: 2919.332275
	Iteration 1F: 3 clusters Score -1021990 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1022202.187500 Penalty: 2919.332275
	Iteration 2F: 3 clusters Score -1022202 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1022367.187500 Penalty: 2919.332275
	Iteration 3F: 3 clusters Score -1022367 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1022511.250000 Penalty: 2919.332275
	Iteration 4Q: 3 clusters Score -1022511 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1022688.375000 Penalty: 2919.332275
	Iteration 5Q: 3 clusters Score -1022688 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1022943.375000 Penalty: 2919.332275
	Iteration 6F: 3 clusters Score -1022943 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1023271.187500 Penalty: 2919.332275
	Iteration 7F: 3 clusters Score -1023271 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1023640.562500 Penalty: 2919.332275
	Iteration 8F: 3 clusters Score -1023641 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1023971.062500 Penalty: 2919.332275
	Iteration 9F: 3 clusters Score -1023971 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1024237.437500 Penalty: 2919.332275
	Iteration 10Q: 3 clusters Score -1024237 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1024427.625000 Penalty: 2919.332275
	Iteration 11Q: 3 clusters Score -1024428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1024556.000000 Penalty: 2919.332275
	Iteration 12Q: 3 clusters Score -1024556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1024652.750000 Penalty: 2919.332275
	Iteration 13Q: 3 clusters Score -1024653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1024702.062500 Penalty: 2919.332275
	Iteration 14Q: 3 clusters Score -1024702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1024742.562500 Penalty: 2919.332275
	Iteration 15Q: 3 clusters Score -1024743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1024770.562500 Penalty: 2919.332275
	Iteration 16Q: 3 clusters Score -1024771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1024784.312500 Penalty: 2919.332275
	Iteration 17Q: 3 clusters Score -1024784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1024804.500000 Penalty: 2919.332275
	Iteration 18Q: 3 clusters Score -1024804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1024821.375000 Penalty: 2919.332275
	Iteration 19Q: 3 clusters Score -1024821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1024833.437500 Penalty: 2919.332275
	Iteration 20F: 3 clusters Score -1024833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1024837.375000 Penalty: 2919.332275
	Iteration 21Q: 3 clusters Score -1024837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1024841.250000 Penalty: 2919.332275
	Iteration 22Q: 3 clusters Score -1024841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1024845.750000 Penalty: 2919.332275
	Iteration 23Q: 3 clusters Score -1024846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1024851.000000 Penalty: 2919.332275
	Iteration 24Q: 3 clusters Score -1024851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1024852.125000 Penalty: 2919.332275
	Iteration 25Q: 3 clusters Score -1024852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1024852.125000 Penalty: 2919.332275
	Iteration 26F: 3 clusters Score -1024852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Entering Unmasked Estep 
Score: -9185969.000000 Penalty: 1817.561035
	Iteration 0F: 2 clusters Score -9185969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -9137995.000000 Penalty: 3635.122070
	Iteration 0F: 3 clusters Score -9137995 nChanged 34229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -9158774.000000 Penalty: 3635.122070
	Iteration 1F: 3 clusters Score -9158774 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -9160280.000000 Penalty: 3635.122070
	Iteration 2Q: 3 clusters Score -9160280 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -9162492.000000 Penalty: 3635.122070
	Iteration 3F: 3 clusters Score -9162492 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -9165537.000000 Penalty: 3635.122070
	Iteration 4F: 3 clusters Score -9165537 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -9169458.000000 Penalty: 3635.122070
	Iteration 5F: 3 clusters Score -9169458 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -9173471.000000 Penalty: 3635.122070
	Iteration 6F: 3 clusters Score -9173471 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -9176873.000000 Penalty: 3635.122070
	Iteration 7F: 3 clusters Score -9176873 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -9179502.000000 Penalty: 3635.122070
	Iteration 8Q: 3 clusters Score -9179502 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -9181257.000000 Penalty: 3635.122070
	Iteration 9Q: 3 clusters Score -9181257 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9182400.000000 Penalty: 3635.122070
	Iteration 10Q: 3 clusters Score -9182400 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -9183181.000000 Penalty: 3635.122070
	Iteration 11Q: 3 clusters Score -9183181 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9183694.000000 Penalty: 3635.122070
	Iteration 12Q: 3 clusters Score -9183694 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9183936.000000 Penalty: 3635.122070
	Iteration 13Q: 3 clusters Score -9183936 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9184155.000000 Penalty: 3635.122070
	Iteration 14Q: 3 clusters Score -9184155 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9184303.000000 Penalty: 3635.122070
	Iteration 15Q: 3 clusters Score -9184303 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9184452.000000 Penalty: 3635.122070
	Iteration 16Q: 3 clusters Score -9184452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9184545.000000 Penalty: 3635.122070
	Iteration 17Q: 3 clusters Score -9184545 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9184619.000000 Penalty: 3635.122070
	Iteration 18Q: 3 clusters Score -9184619 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9184693.000000 Penalty: 3635.122070
	Iteration 19Q: 3 clusters Score -9184693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9184775.000000 Penalty: 3635.122070
	Iteration 20F: 3 clusters Score -9184775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9184833.000000 Penalty: 3635.122070
	Iteration 21Q: 3 clusters Score -9184833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9184894.000000 Penalty: 3635.122070
	Iteration 22Q: 3 clusters Score -9184894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9184957.000000 Penalty: 3635.122070
	Iteration 23Q: 3 clusters Score -9184957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9184987.000000 Penalty: 3635.122070
	Iteration 24Q: 3 clusters Score -9184987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9185034.000000 Penalty: 3635.122070
	Iteration 25Q: 3 clusters Score -9185034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9185065.000000 Penalty: 3635.122070
	Iteration 26Q: 3 clusters Score -9185065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9185078.000000 Penalty: 3635.122070
	Iteration 27Q: 3 clusters Score -9185078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9185100.000000 Penalty: 3635.122070
	Iteration 28Q: 3 clusters Score -9185100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9185119.000000 Penalty: 3635.122070
	Iteration 29Q: 3 clusters Score -9185119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9185133.000000 Penalty: 3635.122070
	Iteration 30Q: 3 clusters Score -9185133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9185139.000000 Penalty: 3635.122070
	Iteration 31Q: 3 clusters Score -9185139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9185143.000000 Penalty: 3635.122070
	Iteration 32Q: 3 clusters Score -9185143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9185160.000000 Penalty: 3635.122070
	Iteration 33Q: 3 clusters Score -9185160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9185161.000000 Penalty: 3635.122070
	Iteration 34Q: 3 clusters Score -9185161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9185175.000000 Penalty: 3635.122070
	Iteration 35Q: 3 clusters Score -9185175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9185189.000000 Penalty: 3635.122070
	Iteration 36Q: 3 clusters Score -9185189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9185192.000000 Penalty: 3635.122070
	Iteration 37Q: 3 clusters Score -9185192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9185190.000000 Penalty: 3635.122070
	Iteration 38Q: 3 clusters Score -9185190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9185179.000000 Penalty: 3635.122070
	Iteration 39Q: 3 clusters Score -9185179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9185176.000000 Penalty: 3635.122070
	Iteration 40F: 3 clusters Score -9185176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9185183.000000 Penalty: 3635.122070
	Iteration 41Q: 3 clusters Score -9185183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9185187.000000 Penalty: 3635.122070
	Iteration 42Q: 3 clusters Score -9185187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9185187.000000 Penalty: 3635.122070
	Iteration 43Q: 3 clusters Score -9185187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9185192.000000 Penalty: 3635.122070
	Iteration 44Q: 3 clusters Score -9185192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9185201.000000 Penalty: 3635.122070
	Iteration 45Q: 3 clusters Score -9185201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9185204.000000 Penalty: 3635.122070
	Iteration 46Q: 3 clusters Score -9185204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9185205.000000 Penalty: 3635.122070
	Iteration 47Q: 3 clusters Score -9185205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9185208.000000 Penalty: 3635.122070
	Iteration 48Q: 3 clusters Score -9185208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9185201.000000 Penalty: 3635.122070
	Iteration 49Q: 3 clusters Score -9185201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9185199.000000 Penalty: 3635.122070
	Iteration 50Q: 3 clusters Score -9185199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9185200.000000 Penalty: 3635.122070
	Iteration 51Q: 3 clusters Score -9185200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9185206.000000 Penalty: 3635.122070
	Iteration 52Q: 3 clusters Score -9185206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9185208.000000 Penalty: 3635.122070
	Iteration 53Q: 3 clusters Score -9185208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9185209.000000 Penalty: 3635.122070
	Iteration 54Q: 3 clusters Score -9185209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9185209.000000 Penalty: 3635.122070
	Iteration 55F: 3 clusters Score -9185209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -908116.687500 Penalty: 1442.755737
	Iteration 0F: 2 clusters Score -908116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -902714.500000 Penalty: 2885.511475
	Iteration 0F: 3 clusters Score -902714.5 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -904319.875000 Penalty: 2885.511475
	Iteration 1F: 3 clusters Score -904319.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -904545.812500 Penalty: 2885.511475
	Iteration 2F: 3 clusters Score -904545.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -904721.312500 Penalty: 2885.511475
	Iteration 3F: 3 clusters Score -904721.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -904890.875000 Penalty: 2885.511475
	Iteration 4Q: 3 clusters Score -904890.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -905045.625000 Penalty: 2885.511475
	Iteration 5Q: 3 clusters Score -905045.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -905182.062500 Penalty: 2885.511475
	Iteration 6Q: 3 clusters Score -905182.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -905313.562500 Penalty: 2885.511475
	Iteration 7Q: 3 clusters Score -905313.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -905434.625000 Penalty: 2885.511475
	Iteration 8Q: 3 clusters Score -905434.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -905546.375000 Penalty: 2885.511475
	Iteration 9Q: 3 clusters Score -905546.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -905647.437500 Penalty: 2885.511475
	Iteration 10Q: 3 clusters Score -905647.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -905749.062500 Penalty: 2885.511475
	Iteration 11Q: 3 clusters Score -905749.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -905852.125000 Penalty: 2885.511475
	Iteration 12Q: 3 clusters Score -905852.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -905962.562500 Penalty: 2885.511475
	Iteration 13Q: 3 clusters Score -905962.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -906047.250000 Penalty: 2885.511475
	Iteration 14Q: 3 clusters Score -906047.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -906129.000000 Penalty: 2885.511475
	Iteration 15Q: 3 clusters Score -906129 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -906194.687500 Penalty: 2885.511475
	Iteration 16Q: 3 clusters Score -906194.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -906255.937500 Penalty: 2885.511475
	Iteration 17Q: 3 clusters Score -906255.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -906312.187500 Penalty: 2885.511475
	Iteration 18Q: 3 clusters Score -906312.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -906347.125000 Penalty: 2885.511475
	Iteration 19Q: 3 clusters Score -906347.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -906377.625000 Penalty: 2885.511475
	Iteration 20F: 3 clusters Score -906377.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -906401.875000 Penalty: 2885.511475
	Iteration 21Q: 3 clusters Score -906401.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -906425.750000 Penalty: 2885.511475
	Iteration 22Q: 3 clusters Score -906425.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -906449.625000 Penalty: 2885.511475
	Iteration 23Q: 3 clusters Score -906449.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -906473.625000 Penalty: 2885.511475
	Iteration 24Q: 3 clusters Score -906473.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -906488.875000 Penalty: 2885.511475
	Iteration 25Q: 3 clusters Score -906488.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -906502.125000 Penalty: 2885.511475
	Iteration 26Q: 3 clusters Score -906502.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -906516.875000 Penalty: 2885.511475
	Iteration 27Q: 3 clusters Score -906516.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -906528.312500 Penalty: 2885.511475
	Iteration 28Q: 3 clusters Score -906528.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -906539.250000 Penalty: 2885.511475
	Iteration 29Q: 3 clusters Score -906539.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -906550.437500 Penalty: 2885.511475
	Iteration 30Q: 3 clusters Score -906550.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -906555.250000 Penalty: 2885.511475
	Iteration 31Q: 3 clusters Score -906555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -906559.562500 Penalty: 2885.511475
	Iteration 32Q: 3 clusters Score -906559.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -906571.562500 Penalty: 2885.511475
	Iteration 33Q: 3 clusters Score -906571.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -906581.687500 Penalty: 2885.511475
	Iteration 34Q: 3 clusters Score -906581.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -906595.375000 Penalty: 2885.511475
	Iteration 35Q: 3 clusters Score -906595.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -906607.312500 Penalty: 2885.511475
	Iteration 36Q: 3 clusters Score -906607.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -906620.875000 Penalty: 2885.511475
	Iteration 37Q: 3 clusters Score -906620.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -906633.812500 Penalty: 2885.511475
	Iteration 38Q: 3 clusters Score -906633.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -906641.500000 Penalty: 2885.511475
	Iteration 39Q: 3 clusters Score -906641.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -906649.687500 Penalty: 2885.511475
	Iteration 40F: 3 clusters Score -906649.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -906666.187500 Penalty: 2885.511475
	Iteration 41Q: 3 clusters Score -906666.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -906674.625000 Penalty: 2885.511475
	Iteration 42Q: 3 clusters Score -906674.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -906683.687500 Penalty: 2885.511475
	Iteration 43Q: 3 clusters Score -906683.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -906692.187500 Penalty: 2885.511475
	Iteration 44Q: 3 clusters Score -906692.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -906692.062500 Penalty: 2885.511475
	Iteration 45Q: 3 clusters Score -906692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -906698.500000 Penalty: 2885.511475
	Iteration 46Q: 3 clusters Score -906698.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -906699.750000 Penalty: 2885.511475
	Iteration 47Q: 3 clusters Score -906699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -906704.062500 Penalty: 2885.511475
	Iteration 48Q: 3 clusters Score -906704.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -906708.562500 Penalty: 2885.511475
	Iteration 49Q: 3 clusters Score -906708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -906711.312500 Penalty: 2885.511475
	Iteration 50Q: 3 clusters Score -906711.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -906714.437500 Penalty: 2885.511475
	Iteration 51Q: 3 clusters Score -906714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -906716.250000 Penalty: 2885.511475
	Iteration 52Q: 3 clusters Score -906716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -906718.375000 Penalty: 2885.511475
	Iteration 53Q: 3 clusters Score -906718.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -906718.437500 Penalty: 2885.511475
	Iteration 54Q: 3 clusters Score -906718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -906721.375000 Penalty: 2885.511475
	Iteration 55Q: 3 clusters Score -906721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -906722.000000 Penalty: 2885.511475
	Iteration 56Q: 3 clusters Score -906722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -906722.562500 Penalty: 2885.511475
	Iteration 57Q: 3 clusters Score -906722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -906721.000000 Penalty: 2885.511475
	Iteration 58Q: 3 clusters Score -906721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -906721.812500 Penalty: 2885.511475
	Iteration 59Q: 3 clusters Score -906721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -906727.375000 Penalty: 2885.511475
	Iteration 60F: 3 clusters Score -906727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -906726.250000 Penalty: 2885.511475
	Iteration 61Q: 3 clusters Score -906726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -906727.000000 Penalty: 2885.511475
	Iteration 62Q: 3 clusters Score -906727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -906728.375000 Penalty: 2885.511475
	Iteration 63Q: 3 clusters Score -906728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -906730.312500 Penalty: 2885.511475
	Iteration 64Q: 3 clusters Score -906730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -906730.062500 Penalty: 2885.511475
	Iteration 65Q: 3 clusters Score -906730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -906730.750000 Penalty: 2885.511475
	Iteration 66Q: 3 clusters Score -906730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -906730.437500 Penalty: 2885.511475
	Iteration 67Q: 3 clusters Score -906730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -906733.937500 Penalty: 2885.511475
	Iteration 68Q: 3 clusters Score -906733.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -906734.125000 Penalty: 2885.511475
	Iteration 69Q: 3 clusters Score -906734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -906738.500000 Penalty: 2885.511475
	Iteration 70Q: 3 clusters Score -906738.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -906738.875000 Penalty: 2885.511475
	Iteration 71Q: 3 clusters Score -906738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -906740.187500 Penalty: 2885.511475
	Iteration 72Q: 3 clusters Score -906740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -906739.562500 Penalty: 2885.511475
	Iteration 73Q: 3 clusters Score -906739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -906744.125000 Penalty: 2885.511475
	Iteration 74Q: 3 clusters Score -906744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -906744.687500 Penalty: 2885.511475
	Iteration 75Q: 3 clusters Score -906744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -906744.687500 Penalty: 2885.511475
	Iteration 76Q: 3 clusters Score -906744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -906748.187500 Penalty: 2885.511475
	Iteration 77Q: 3 clusters Score -906748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -906749.875000 Penalty: 2885.511475
	Iteration 78Q: 3 clusters Score -906749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -906749.625000 Penalty: 2885.511475
	Iteration 79Q: 3 clusters Score -906749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -906753.062500 Penalty: 2885.511475
	Iteration 80F: 3 clusters Score -906753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -906753.125000 Penalty: 2885.511475
	Iteration 81Q: 3 clusters Score -906753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -906753.187500 Penalty: 2885.511475
	Iteration 82Q: 3 clusters Score -906753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -906753.125000 Penalty: 2885.511475
	Iteration 83Q: 3 clusters Score -906753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -906755.812500 Penalty: 2885.511475
	Iteration 84Q: 3 clusters Score -906755.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -906758.750000 Penalty: 2885.511475
	Iteration 85Q: 3 clusters Score -906758.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -906765.312500 Penalty: 2885.511475
	Iteration 86Q: 3 clusters Score -906765.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -906776.312500 Penalty: 2885.511475
	Iteration 87Q: 3 clusters Score -906776.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -906788.562500 Penalty: 2885.511475
	Iteration 88Q: 3 clusters Score -906788.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -906795.187500 Penalty: 2885.511475
	Iteration 89Q: 3 clusters Score -906795.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -906799.687500 Penalty: 2885.511475
	Iteration 90Q: 3 clusters Score -906799.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -906802.750000 Penalty: 2885.511475
	Iteration 91Q: 3 clusters Score -906802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -906808.312500 Penalty: 2885.511475
	Iteration 92Q: 3 clusters Score -906808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -906811.562500 Penalty: 2885.511475
	Iteration 93Q: 3 clusters Score -906811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -906814.062500 Penalty: 2885.511475
	Iteration 94Q: 3 clusters Score -906814.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -906818.375000 Penalty: 2885.511475
	Iteration 95Q: 3 clusters Score -906818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -906823.437500 Penalty: 2885.511475
	Iteration 96Q: 3 clusters Score -906823.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -906826.875000 Penalty: 2885.511475
	Iteration 97Q: 3 clusters Score -906826.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -906828.812500 Penalty: 2885.511475
	Iteration 98Q: 3 clusters Score -906828.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -906834.562500 Penalty: 2885.511475
	Iteration 99Q: 3 clusters Score -906834.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -906836.312500 Penalty: 2885.511475
	Iteration 100F: 3 clusters Score -906836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -906837.687500 Penalty: 2885.511475
	Iteration 101Q: 3 clusters Score -906837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -906842.562500 Penalty: 2885.511475
	Iteration 102Q: 3 clusters Score -906842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -906843.562500 Penalty: 2885.511475
	Iteration 103Q: 3 clusters Score -906843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -906843.687500 Penalty: 2885.511475
	Iteration 104Q: 3 clusters Score -906843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -906845.937500 Penalty: 2885.511475
	Iteration 105Q: 3 clusters Score -906845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -906847.687500 Penalty: 2885.511475
	Iteration 106Q: 3 clusters Score -906847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -906847.437500 Penalty: 2885.511475
	Iteration 107Q: 3 clusters Score -906847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -906847.875000 Penalty: 2885.511475
	Iteration 108Q: 3 clusters Score -906847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -906847.875000 Penalty: 2885.511475
	Iteration 109F: 3 clusters Score -906847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -1491340.000000 Penalty: 1534.364868
	Iteration 0F: 2 clusters Score -1491340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1482513.750000 Penalty: 3068.729736
	Iteration 0F: 3 clusters Score -1482514 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1486035.125000 Penalty: 3068.729736
	Iteration 1F: 3 clusters Score -1486035 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1486624.250000 Penalty: 3068.729736
	Iteration 2F: 3 clusters Score -1486624 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1487146.000000 Penalty: 3068.729736
	Iteration 3F: 3 clusters Score -1487146 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1487611.500000 Penalty: 3068.729736
	Iteration 4F: 3 clusters Score -1487612 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1488026.625000 Penalty: 3068.729736
	Iteration 5F: 3 clusters Score -1488027 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1488357.125000 Penalty: 3068.729736
	Iteration 6F: 3 clusters Score -1488357 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1488599.625000 Penalty: 3068.729736
	Iteration 7Q: 3 clusters Score -1488600 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1488766.000000 Penalty: 3068.729736
	Iteration 8Q: 3 clusters Score -1488766 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1488886.375000 Penalty: 3068.729736
	Iteration 9Q: 3 clusters Score -1488886 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1488997.750000 Penalty: 3068.729736
	Iteration 10Q: 3 clusters Score -1488998 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1489076.750000 Penalty: 3068.729736
	Iteration 11Q: 3 clusters Score -1489077 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1489145.625000 Penalty: 3068.729736
	Iteration 12Q: 3 clusters Score -1489146 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1489188.625000 Penalty: 3068.729736
	Iteration 13Q: 3 clusters Score -1489189 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1489230.875000 Penalty: 3068.729736
	Iteration 14Q: 3 clusters Score -1489231 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1489264.625000 Penalty: 3068.729736
	Iteration 15Q: 3 clusters Score -1489265 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1489300.250000 Penalty: 3068.729736
	Iteration 16Q: 3 clusters Score -1489300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1489329.500000 Penalty: 3068.729736
	Iteration 17Q: 3 clusters Score -1489330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1489357.875000 Penalty: 3068.729736
	Iteration 18Q: 3 clusters Score -1489358 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1489383.375000 Penalty: 3068.729736
	Iteration 19Q: 3 clusters Score -1489383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1489401.125000 Penalty: 3068.729736
	Iteration 20F: 3 clusters Score -1489401 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1489428.375000 Penalty: 3068.729736
	Iteration 21Q: 3 clusters Score -1489428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1489447.000000 Penalty: 3068.729736
	Iteration 22Q: 3 clusters Score -1489447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1489468.375000 Penalty: 3068.729736
	Iteration 23Q: 3 clusters Score -1489468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1489496.250000 Penalty: 3068.729736
	Iteration 24Q: 3 clusters Score -1489496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1489520.625000 Penalty: 3068.729736
	Iteration 25Q: 3 clusters Score -1489521 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1489550.625000 Penalty: 3068.729736
	Iteration 26Q: 3 clusters Score -1489551 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1489579.125000 Penalty: 3068.729736
	Iteration 27Q: 3 clusters Score -1489579 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1489612.000000 Penalty: 3068.729736
	Iteration 28Q: 3 clusters Score -1489612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1489654.625000 Penalty: 3068.729736
	Iteration 29Q: 3 clusters Score -1489655 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1489697.750000 Penalty: 3068.729736
	Iteration 30Q: 3 clusters Score -1489698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1489739.250000 Penalty: 3068.729736
	Iteration 31Q: 3 clusters Score -1489739 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1489798.625000 Penalty: 3068.729736
	Iteration 32Q: 3 clusters Score -1489799 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1489871.500000 Penalty: 3068.729736
	Iteration 33Q: 3 clusters Score -1489872 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1489952.875000 Penalty: 3068.729736
	Iteration 34Q: 3 clusters Score -1489953 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1490039.750000 Penalty: 3068.729736
	Iteration 35Q: 3 clusters Score -1490040 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1490125.375000 Penalty: 3068.729736
	Iteration 36Q: 3 clusters Score -1490125 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1490214.125000 Penalty: 3068.729736
	Iteration 37Q: 3 clusters Score -1490214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1490301.500000 Penalty: 3068.729736
	Iteration 38Q: 3 clusters Score -1490302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1490372.500000 Penalty: 3068.729736
	Iteration 39Q: 3 clusters Score -1490372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1490441.250000 Penalty: 3068.729736
	Iteration 40F: 3 clusters Score -1490441 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1490499.500000 Penalty: 3068.729736
	Iteration 41Q: 3 clusters Score -1490500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1490554.125000 Penalty: 3068.729736
	Iteration 42Q: 3 clusters Score -1490554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1490613.375000 Penalty: 3068.729736
	Iteration 43Q: 3 clusters Score -1490613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1490659.875000 Penalty: 3068.729736
	Iteration 44Q: 3 clusters Score -1490660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1490702.000000 Penalty: 3068.729736
	Iteration 45Q: 3 clusters Score -1490702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1490733.250000 Penalty: 3068.729736
	Iteration 46Q: 3 clusters Score -1490733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1490747.500000 Penalty: 3068.729736
	Iteration 47Q: 3 clusters Score -1490748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1490758.375000 Penalty: 3068.729736
	Iteration 48Q: 3 clusters Score -1490758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1490767.125000 Penalty: 3068.729736
	Iteration 49Q: 3 clusters Score -1490767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1490769.125000 Penalty: 3068.729736
	Iteration 50Q: 3 clusters Score -1490769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1490773.250000 Penalty: 3068.729736
	Iteration 51Q: 3 clusters Score -1490773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1490777.625000 Penalty: 3068.729736
	Iteration 52Q: 3 clusters Score -1490778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1490782.375000 Penalty: 3068.729736
	Iteration 53Q: 3 clusters Score -1490782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1490785.875000 Penalty: 3068.729736
	Iteration 54Q: 3 clusters Score -1490786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1490788.125000 Penalty: 3068.729736
	Iteration 55Q: 3 clusters Score -1490788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1490789.875000 Penalty: 3068.729736
	Iteration 56Q: 3 clusters Score -1490790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1490791.750000 Penalty: 3068.729736
	Iteration 57Q: 3 clusters Score -1490792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1490792.250000 Penalty: 3068.729736
	Iteration 58Q: 3 clusters Score -1490792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1490793.625000 Penalty: 3068.729736
	Iteration 59Q: 3 clusters Score -1490794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1490794.750000 Penalty: 3068.729736
	Iteration 60F: 3 clusters Score -1490795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1490796.000000 Penalty: 3068.729736
	Iteration 61Q: 3 clusters Score -1490796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1490795.875000 Penalty: 3068.729736
	Iteration 62Q: 3 clusters Score -1490796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1490794.375000 Penalty: 3068.729736
	Iteration 63Q: 3 clusters Score -1490794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1490797.125000 Penalty: 3068.729736
	Iteration 64Q: 3 clusters Score -1490797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1490800.875000 Penalty: 3068.729736
	Iteration 65Q: 3 clusters Score -1490801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1490802.500000 Penalty: 3068.729736
	Iteration 66Q: 3 clusters Score -1490802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1490802.250000 Penalty: 3068.729736
	Iteration 67Q: 3 clusters Score -1490802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1490804.500000 Penalty: 3068.729736
	Iteration 68Q: 3 clusters Score -1490804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1490805.875000 Penalty: 3068.729736
	Iteration 69Q: 3 clusters Score -1490806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1490805.250000 Penalty: 3068.729736
	Iteration 70Q: 3 clusters Score -1490805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1490805.500000 Penalty: 3068.729736
	Iteration 71Q: 3 clusters Score -1490806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1490805.500000 Penalty: 3068.729736
	Iteration 72F: 3 clusters Score -1490806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Entering Unmasked Estep 
Score: -687420.125000 Penalty: 1397.988037
	Iteration 0F: 2 clusters Score -687420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -683149.687500 Penalty: 2795.976074
	Iteration 0F: 3 clusters Score -683149.7 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -684550.750000 Penalty: 2795.976074
	Iteration 1F: 3 clusters Score -684550.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -684866.562500 Penalty: 2795.976074
	Iteration 2F: 3 clusters Score -684866.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -685218.062500 Penalty: 2795.976074
	Iteration 3F: 3 clusters Score -685218.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -685521.875000 Penalty: 2795.976074
	Iteration 4F: 3 clusters Score -685521.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -685797.062500 Penalty: 2795.976074
	Iteration 5F: 3 clusters Score -685797.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -686036.937500 Penalty: 2795.976074
	Iteration 6F: 3 clusters Score -686036.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -686263.750000 Penalty: 2795.976074
	Iteration 7Q: 3 clusters Score -686263.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -686479.062500 Penalty: 2795.976074
	Iteration 8Q: 3 clusters Score -686479.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -686761.000000 Penalty: 2795.976074
	Iteration 9Q: 3 clusters Score -686761 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -687010.125000 Penalty: 2795.976074
	Iteration 10Q: 3 clusters Score -687010.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -687137.875000 Penalty: 2795.976074
	Iteration 11Q: 3 clusters Score -687137.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -687217.937500 Penalty: 2795.976074
	Iteration 12Q: 3 clusters Score -687217.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -687275.937500 Penalty: 2795.976074
	Iteration 13Q: 3 clusters Score -687275.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -687340.937500 Penalty: 2795.976074
	Iteration 14Q: 3 clusters Score -687340.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -687395.187500 Penalty: 2795.976074
	Iteration 15Q: 3 clusters Score -687395.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -687460.312500 Penalty: 2795.976074
	Iteration 16Q: 3 clusters Score -687460.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -687514.812500 Penalty: 2795.976074
	Iteration 17Q: 3 clusters Score -687514.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -687591.625000 Penalty: 2795.976074
	Iteration 18Q: 3 clusters Score -687591.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -687706.312500 Penalty: 2795.976074
	Iteration 19Q: 3 clusters Score -687706.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -687847.125000 Penalty: 2795.976074
	Iteration 20F: 3 clusters Score -687847.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -687975.187500 Penalty: 2795.976074
	Iteration 21Q: 3 clusters Score -687975.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -688059.937500 Penalty: 2795.976074
	Iteration 22Q: 3 clusters Score -688059.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -688100.500000 Penalty: 2795.976074
	Iteration 23Q: 3 clusters Score -688100.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -688121.750000 Penalty: 2795.976074
	Iteration 24Q: 3 clusters Score -688121.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -688133.437500 Penalty: 2795.976074
	Iteration 25Q: 3 clusters Score -688133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -688139.875000 Penalty: 2795.976074
	Iteration 26Q: 3 clusters Score -688139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -688143.562500 Penalty: 2795.976074
	Iteration 27Q: 3 clusters Score -688143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -688146.875000 Penalty: 2795.976074
	Iteration 28Q: 3 clusters Score -688146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -688145.500000 Penalty: 2795.976074
	Iteration 29Q: 3 clusters Score -688145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -688146.437500 Penalty: 2795.976074
	Iteration 30Q: 3 clusters Score -688146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -688146.875000 Penalty: 2795.976074
	Iteration 31Q: 3 clusters Score -688146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -688146.687500 Penalty: 2795.976074
	Iteration 32Q: 3 clusters Score -688146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -688146.687500 Penalty: 2795.976074
	Iteration 33F: 3 clusters Score -688146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 72041 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 51821 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 18 contains 57033 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47990 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 75664 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 84613 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71036 members 
Mstep: Class 33 contains 80010 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3175 members 
Mstep: Class 36 contains 106722 members 
Mstep: Class 37 contains 15558 members 
Mstep: Class 38 contains 2794 members 
Entering Unmasked Estep 
Score: -127755832.000000 Penalty: 85314.296875
Splitting cluster 9 changes total score from -127756000.000000 to -127755832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -515097.000000 Penalty: 1347.864380
	Iteration 0F: 2 clusters Score -515097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -511775.531250 Penalty: 2695.728760
	Iteration 0F: 3 clusters Score -511775.5 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -512720.218750 Penalty: 2695.728760
	Iteration 1F: 3 clusters Score -512720.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -512872.656250 Penalty: 2695.728760
	Iteration 2F: 3 clusters Score -512872.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -512966.593750 Penalty: 2695.728760
	Iteration 3Q: 3 clusters Score -512966.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -513037.343750 Penalty: 2695.728760
	Iteration 4Q: 3 clusters Score -513037.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -513094.937500 Penalty: 2695.728760
	Iteration 5Q: 3 clusters Score -513094.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -513149.781250 Penalty: 2695.728760
	Iteration 6Q: 3 clusters Score -513149.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -513197.343750 Penalty: 2695.728760
	Iteration 7Q: 3 clusters Score -513197.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -513243.093750 Penalty: 2695.728760
	Iteration 8Q: 3 clusters Score -513243.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -513287.312500 Penalty: 2695.728760
	Iteration 9Q: 3 clusters Score -513287.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -513332.062500 Penalty: 2695.728760
	Iteration 10Q: 3 clusters Score -513332.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -513381.156250 Penalty: 2695.728760
	Iteration 11Q: 3 clusters Score -513381.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -513423.968750 Penalty: 2695.728760
	Iteration 12Q: 3 clusters Score -513424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -513461.375000 Penalty: 2695.728760
	Iteration 13Q: 3 clusters Score -513461.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -513506.593750 Penalty: 2695.728760
	Iteration 14Q: 3 clusters Score -513506.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -513549.750000 Penalty: 2695.728760
	Iteration 15Q: 3 clusters Score -513549.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -513585.312500 Penalty: 2695.728760
	Iteration 16Q: 3 clusters Score -513585.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -513632.187500 Penalty: 2695.728760
	Iteration 17Q: 3 clusters Score -513632.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -513674.250000 Penalty: 2695.728760
	Iteration 18Q: 3 clusters Score -513674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -513705.593750 Penalty: 2695.728760
	Iteration 19Q: 3 clusters Score -513705.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -513737.906250 Penalty: 2695.728760
	Iteration 20F: 3 clusters Score -513737.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -513762.687500 Penalty: 2695.728760
	Iteration 21Q: 3 clusters Score -513762.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -513793.312500 Penalty: 2695.728760
	Iteration 22Q: 3 clusters Score -513793.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -513819.125000 Penalty: 2695.728760
	Iteration 23Q: 3 clusters Score -513819.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -513838.906250 Penalty: 2695.728760
	Iteration 24Q: 3 clusters Score -513838.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -513851.687500 Penalty: 2695.728760
	Iteration 25Q: 3 clusters Score -513851.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -513864.687500 Penalty: 2695.728760
	Iteration 26Q: 3 clusters Score -513864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -513872.406250 Penalty: 2695.728760
	Iteration 27Q: 3 clusters Score -513872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -513878.062500 Penalty: 2695.728760
	Iteration 28Q: 3 clusters Score -513878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -513884.781250 Penalty: 2695.728760
	Iteration 29Q: 3 clusters Score -513884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -513893.562500 Penalty: 2695.728760
	Iteration 30Q: 3 clusters Score -513893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -513900.906250 Penalty: 2695.728760
	Iteration 31Q: 3 clusters Score -513900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -513907.593750 Penalty: 2695.728760
	Iteration 32Q: 3 clusters Score -513907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -513919.625000 Penalty: 2695.728760
	Iteration 33Q: 3 clusters Score -513919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -513931.875000 Penalty: 2695.728760
	Iteration 34Q: 3 clusters Score -513931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -513938.125000 Penalty: 2695.728760
	Iteration 35Q: 3 clusters Score -513938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -513944.156250 Penalty: 2695.728760
	Iteration 36Q: 3 clusters Score -513944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -513952.687500 Penalty: 2695.728760
	Iteration 37Q: 3 clusters Score -513952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -513955.281250 Penalty: 2695.728760
	Iteration 38Q: 3 clusters Score -513955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -513956.562500 Penalty: 2695.728760
	Iteration 39Q: 3 clusters Score -513956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -513961.000000 Penalty: 2695.728760
	Iteration 40F: 3 clusters Score -513961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -513966.187500 Penalty: 2695.728760
	Iteration 41Q: 3 clusters Score -513966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -513972.812500 Penalty: 2695.728760
	Iteration 42Q: 3 clusters Score -513972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -513975.593750 Penalty: 2695.728760
	Iteration 43Q: 3 clusters Score -513975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -513975.593750 Penalty: 2695.728760
	Iteration 44F: 3 clusters Score -513975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Entering Unmasked Estep 
Score: -3518004.500000 Penalty: 1655.920776
	Iteration 0F: 2 clusters Score -3518004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3500010.250000 Penalty: 3311.841553
	Iteration 0F: 3 clusters Score -3500010 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3506851.750000 Penalty: 3311.841553
	Iteration 1F: 3 clusters Score -3506852 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3507372.500000 Penalty: 3311.841553
	Iteration 2F: 3 clusters Score -3507372 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3508053.250000 Penalty: 3311.841553
	Iteration 3F: 3 clusters Score -3508053 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3508935.250000 Penalty: 3311.841553
	Iteration 4F: 3 clusters Score -3508935 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3510127.500000 Penalty: 3311.841553
	Iteration 5F: 3 clusters Score -3510128 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3511570.500000 Penalty: 3311.841553
	Iteration 6F: 3 clusters Score -3511570 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3513047.250000 Penalty: 3311.841553
	Iteration 7F: 3 clusters Score -3513047 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3514267.500000 Penalty: 3311.841553
	Iteration 8Q: 3 clusters Score -3514268 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3515012.250000 Penalty: 3311.841553
	Iteration 9Q: 3 clusters Score -3515012 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3515447.750000 Penalty: 3311.841553
	Iteration 10Q: 3 clusters Score -3515448 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3515678.500000 Penalty: 3311.841553
	Iteration 11Q: 3 clusters Score -3515678 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3515807.500000 Penalty: 3311.841553
	Iteration 12Q: 3 clusters Score -3515808 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3515937.000000 Penalty: 3311.841553
	Iteration 13Q: 3 clusters Score -3515937 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3516032.750000 Penalty: 3311.841553
	Iteration 14Q: 3 clusters Score -3516033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3516073.250000 Penalty: 3311.841553
	Iteration 15Q: 3 clusters Score -3516073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3516125.250000 Penalty: 3311.841553
	Iteration 16Q: 3 clusters Score -3516125 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3516160.250000 Penalty: 3311.841553
	Iteration 17Q: 3 clusters Score -3516160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3516183.500000 Penalty: 3311.841553
	Iteration 18Q: 3 clusters Score -3516184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3516217.750000 Penalty: 3311.841553
	Iteration 19Q: 3 clusters Score -3516218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3516243.500000 Penalty: 3311.841553
	Iteration 20F: 3 clusters Score -3516244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3516271.000000 Penalty: 3311.841553
	Iteration 21Q: 3 clusters Score -3516271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3516300.500000 Penalty: 3311.841553
	Iteration 22Q: 3 clusters Score -3516300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3516305.000000 Penalty: 3311.841553
	Iteration 23Q: 3 clusters Score -3516305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3516329.750000 Penalty: 3311.841553
	Iteration 24Q: 3 clusters Score -3516330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3516347.250000 Penalty: 3311.841553
	Iteration 25Q: 3 clusters Score -3516347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3516367.500000 Penalty: 3311.841553
	Iteration 26Q: 3 clusters Score -3516368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3516374.250000 Penalty: 3311.841553
	Iteration 27Q: 3 clusters Score -3516374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3516383.250000 Penalty: 3311.841553
	Iteration 28Q: 3 clusters Score -3516383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3516396.000000 Penalty: 3311.841553
	Iteration 29Q: 3 clusters Score -3516396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3516400.250000 Penalty: 3311.841553
	Iteration 30Q: 3 clusters Score -3516400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3516415.500000 Penalty: 3311.841553
	Iteration 31Q: 3 clusters Score -3516416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3516424.500000 Penalty: 3311.841553
	Iteration 32Q: 3 clusters Score -3516424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3516436.000000 Penalty: 3311.841553
	Iteration 33Q: 3 clusters Score -3516436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3516438.500000 Penalty: 3311.841553
	Iteration 34Q: 3 clusters Score -3516438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3516445.000000 Penalty: 3311.841553
	Iteration 35Q: 3 clusters Score -3516445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3516442.250000 Penalty: 3311.841553
	Iteration 36Q: 3 clusters Score -3516442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3516445.250000 Penalty: 3311.841553
	Iteration 37Q: 3 clusters Score -3516445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3516454.750000 Penalty: 3311.841553
	Iteration 38Q: 3 clusters Score -3516455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3516454.250000 Penalty: 3311.841553
	Iteration 39Q: 3 clusters Score -3516454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3516457.000000 Penalty: 3311.841553
	Iteration 40F: 3 clusters Score -3516457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3516453.000000 Penalty: 3311.841553
	Iteration 41Q: 3 clusters Score -3516453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3516458.500000 Penalty: 3311.841553
	Iteration 42Q: 3 clusters Score -3516458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3516457.000000 Penalty: 3311.841553
	Iteration 43Q: 3 clusters Score -3516457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3516460.500000 Penalty: 3311.841553
	Iteration 44Q: 3 clusters Score -3516460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3516464.500000 Penalty: 3311.841553
	Iteration 45Q: 3 clusters Score -3516464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3516465.000000 Penalty: 3311.841553
	Iteration 46Q: 3 clusters Score -3516465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3516467.000000 Penalty: 3311.841553
	Iteration 47Q: 3 clusters Score -3516467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3516461.750000 Penalty: 3311.841553
	Iteration 48Q: 3 clusters Score -3516462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3516468.250000 Penalty: 3311.841553
	Iteration 49Q: 3 clusters Score -3516468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3516471.250000 Penalty: 3311.841553
	Iteration 50Q: 3 clusters Score -3516471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3516470.000000 Penalty: 3311.841553
	Iteration 51Q: 3 clusters Score -3516470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3516475.500000 Penalty: 3311.841553
	Iteration 52Q: 3 clusters Score -3516476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3516479.500000 Penalty: 3311.841553
	Iteration 53Q: 3 clusters Score -3516480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3516486.500000 Penalty: 3311.841553
	Iteration 54Q: 3 clusters Score -3516486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3516481.750000 Penalty: 3311.841553
	Iteration 55Q: 3 clusters Score -3516482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3516481.000000 Penalty: 3311.841553
	Iteration 56Q: 3 clusters Score -3516481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3516486.250000 Penalty: 3311.841553
	Iteration 57Q: 3 clusters Score -3516486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3516493.250000 Penalty: 3311.841553
	Iteration 58Q: 3 clusters Score -3516493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3516491.750000 Penalty: 3311.841553
	Iteration 59Q: 3 clusters Score -3516492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3516501.500000 Penalty: 3311.841553
	Iteration 60F: 3 clusters Score -3516502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3516514.000000 Penalty: 3311.841553
	Iteration 61Q: 3 clusters Score -3516514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3516523.250000 Penalty: 3311.841553
	Iteration 62Q: 3 clusters Score -3516523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3516528.000000 Penalty: 3311.841553
	Iteration 63Q: 3 clusters Score -3516528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3516527.250000 Penalty: 3311.841553
	Iteration 64Q: 3 clusters Score -3516527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3516530.750000 Penalty: 3311.841553
	Iteration 65Q: 3 clusters Score -3516531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3516533.250000 Penalty: 3311.841553
	Iteration 66Q: 3 clusters Score -3516533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3516533.750000 Penalty: 3311.841553
	Iteration 67Q: 3 clusters Score -3516534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3516535.000000 Penalty: 3311.841553
	Iteration 68Q: 3 clusters Score -3516535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3516536.500000 Penalty: 3311.841553
	Iteration 69Q: 3 clusters Score -3516536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3516538.750000 Penalty: 3311.841553
	Iteration 70Q: 3 clusters Score -3516539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3516541.250000 Penalty: 3311.841553
	Iteration 71Q: 3 clusters Score -3516541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3516540.250000 Penalty: 3311.841553
	Iteration 72Q: 3 clusters Score -3516540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3516539.750000 Penalty: 3311.841553
	Iteration 73Q: 3 clusters Score -3516540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3516543.750000 Penalty: 3311.841553
	Iteration 74Q: 3 clusters Score -3516544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3516550.250000 Penalty: 3311.841553
	Iteration 75Q: 3 clusters Score -3516550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3516555.750000 Penalty: 3311.841553
	Iteration 76Q: 3 clusters Score -3516556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3516561.250000 Penalty: 3311.841553
	Iteration 77Q: 3 clusters Score -3516561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3516560.500000 Penalty: 3311.841553
	Iteration 78Q: 3 clusters Score -3516560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3516562.750000 Penalty: 3311.841553
	Iteration 79Q: 3 clusters Score -3516563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3516561.750000 Penalty: 3311.841553
	Iteration 80F: 3 clusters Score -3516562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3516562.000000 Penalty: 3311.841553
	Iteration 81Q: 3 clusters Score -3516562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3516560.250000 Penalty: 3311.841553
	Iteration 82Q: 3 clusters Score -3516560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3516561.250000 Penalty: 3311.841553
	Iteration 83Q: 3 clusters Score -3516561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3516560.000000 Penalty: 3311.841553
	Iteration 84Q: 3 clusters Score -3516560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3516559.250000 Penalty: 3311.841553
	Iteration 85Q: 3 clusters Score -3516559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3516560.750000 Penalty: 3311.841553
	Iteration 86Q: 3 clusters Score -3516561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3516561.750000 Penalty: 3311.841553
	Iteration 87Q: 3 clusters Score -3516562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3516560.500000 Penalty: 3311.841553
	Iteration 88Q: 3 clusters Score -3516560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3516564.750000 Penalty: 3311.841553
	Iteration 89Q: 3 clusters Score -3516565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3516567.500000 Penalty: 3311.841553
	Iteration 90Q: 3 clusters Score -3516568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3516567.500000 Penalty: 3311.841553
	Iteration 91Q: 3 clusters Score -3516568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3516567.000000 Penalty: 3311.841553
	Iteration 92Q: 3 clusters Score -3516567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3516568.000000 Penalty: 3311.841553
	Iteration 93Q: 3 clusters Score -3516568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3516568.000000 Penalty: 3311.841553
	Iteration 94F: 3 clusters Score -3516568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Entering Unmasked Estep 
Score: -6952239.000000 Penalty: 1774.720947
	Iteration 0F: 2 clusters Score -6952239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6915379.000000 Penalty: 3549.441895
	Iteration 0F: 3 clusters Score -6915379 nChanged 26058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -6929953.500000 Penalty: 3549.441895
	Iteration 1F: 3 clusters Score -6929954 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -6930460.000000 Penalty: 3549.441895
	Iteration 2Q: 3 clusters Score -6930460 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -6930892.000000 Penalty: 3549.441895
	Iteration 3Q: 3 clusters Score -6930892 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -6931405.000000 Penalty: 3549.441895
	Iteration 4Q: 3 clusters Score -6931405 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6931908.500000 Penalty: 3549.441895
	Iteration 5Q: 3 clusters Score -6931908 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6932504.500000 Penalty: 3549.441895
	Iteration 6Q: 3 clusters Score -6932504 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -6933099.000000 Penalty: 3549.441895
	Iteration 7Q: 3 clusters Score -6933099 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -6933945.000000 Penalty: 3549.441895
	Iteration 8Q: 3 clusters Score -6933945 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -6935114.000000 Penalty: 3549.441895
	Iteration 9Q: 3 clusters Score -6935114 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -6936698.500000 Penalty: 3549.441895
	Iteration 10F: 3 clusters Score -6936698 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -6938867.500000 Penalty: 3549.441895
	Iteration 11F: 3 clusters Score -6938868 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -6941459.500000 Penalty: 3549.441895
	Iteration 12F: 3 clusters Score -6941460 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -6944142.000000 Penalty: 3549.441895
	Iteration 13F: 3 clusters Score -6944142 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6946404.000000 Penalty: 3549.441895
	Iteration 14Q: 3 clusters Score -6946404 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6948050.500000 Penalty: 3549.441895
	Iteration 15Q: 3 clusters Score -6948050 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6949252.500000 Penalty: 3549.441895
	Iteration 16Q: 3 clusters Score -6949252 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6949898.500000 Penalty: 3549.441895
	Iteration 17Q: 3 clusters Score -6949898 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6950286.000000 Penalty: 3549.441895
	Iteration 18Q: 3 clusters Score -6950286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6950470.500000 Penalty: 3549.441895
	Iteration 19Q: 3 clusters Score -6950470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6950591.000000 Penalty: 3549.441895
	Iteration 20F: 3 clusters Score -6950591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6950637.000000 Penalty: 3549.441895
	Iteration 21Q: 3 clusters Score -6950637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6950649.500000 Penalty: 3549.441895
	Iteration 22Q: 3 clusters Score -6950650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6950676.500000 Penalty: 3549.441895
	Iteration 23Q: 3 clusters Score -6950676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6950699.000000 Penalty: 3549.441895
	Iteration 24Q: 3 clusters Score -6950699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6950707.500000 Penalty: 3549.441895
	Iteration 25Q: 3 clusters Score -6950708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6950717.500000 Penalty: 3549.441895
	Iteration 26Q: 3 clusters Score -6950718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6950730.000000 Penalty: 3549.441895
	Iteration 27Q: 3 clusters Score -6950730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6950743.500000 Penalty: 3549.441895
	Iteration 28Q: 3 clusters Score -6950744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6950755.000000 Penalty: 3549.441895
	Iteration 29Q: 3 clusters Score -6950755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6950763.000000 Penalty: 3549.441895
	Iteration 30Q: 3 clusters Score -6950763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6950773.000000 Penalty: 3549.441895
	Iteration 31Q: 3 clusters Score -6950773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6950771.000000 Penalty: 3549.441895
	Iteration 32Q: 3 clusters Score -6950771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6950774.000000 Penalty: 3549.441895
	Iteration 33Q: 3 clusters Score -6950774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6950774.000000 Penalty: 3549.441895
	Iteration 34Q: 3 clusters Score -6950774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6950776.500000 Penalty: 3549.441895
	Iteration 35Q: 3 clusters Score -6950776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6950776.500000 Penalty: 3549.441895
	Iteration 36F: 3 clusters Score -6950776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -2233936.500000 Penalty: 1587.013184
	Iteration 0F: 2 clusters Score -2233936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2221943.500000 Penalty: 3174.026367
	Iteration 0F: 3 clusters Score -2221944 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2226338.250000 Penalty: 3174.026367
	Iteration 1F: 3 clusters Score -2226338 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2226775.750000 Penalty: 3174.026367
	Iteration 2F: 3 clusters Score -2226776 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2227238.250000 Penalty: 3174.026367
	Iteration 3F: 3 clusters Score -2227238 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2227699.250000 Penalty: 3174.026367
	Iteration 4F: 3 clusters Score -2227699 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2228169.750000 Penalty: 3174.026367
	Iteration 5F: 3 clusters Score -2228170 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2228641.000000 Penalty: 3174.026367
	Iteration 6F: 3 clusters Score -2228641 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2229095.000000 Penalty: 3174.026367
	Iteration 7Q: 3 clusters Score -2229095 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2229484.750000 Penalty: 3174.026367
	Iteration 8Q: 3 clusters Score -2229485 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2229842.750000 Penalty: 3174.026367
	Iteration 9Q: 3 clusters Score -2229843 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2230190.250000 Penalty: 3174.026367
	Iteration 10Q: 3 clusters Score -2230190 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2230538.250000 Penalty: 3174.026367
	Iteration 11Q: 3 clusters Score -2230538 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2230918.250000 Penalty: 3174.026367
	Iteration 12Q: 3 clusters Score -2230918 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2231270.750000 Penalty: 3174.026367
	Iteration 13Q: 3 clusters Score -2231271 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2231659.000000 Penalty: 3174.026367
	Iteration 14Q: 3 clusters Score -2231659 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2231949.500000 Penalty: 3174.026367
	Iteration 15Q: 3 clusters Score -2231950 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2232162.750000 Penalty: 3174.026367
	Iteration 16Q: 3 clusters Score -2232163 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2232302.000000 Penalty: 3174.026367
	Iteration 17Q: 3 clusters Score -2232302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2232394.750000 Penalty: 3174.026367
	Iteration 18Q: 3 clusters Score -2232395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2232467.500000 Penalty: 3174.026367
	Iteration 19Q: 3 clusters Score -2232468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2232521.500000 Penalty: 3174.026367
	Iteration 20F: 3 clusters Score -2232522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2232571.000000 Penalty: 3174.026367
	Iteration 21Q: 3 clusters Score -2232571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2232609.000000 Penalty: 3174.026367
	Iteration 22Q: 3 clusters Score -2232609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2232638.500000 Penalty: 3174.026367
	Iteration 23Q: 3 clusters Score -2232638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2232663.000000 Penalty: 3174.026367
	Iteration 24Q: 3 clusters Score -2232663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2232675.250000 Penalty: 3174.026367
	Iteration 25Q: 3 clusters Score -2232675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2232685.250000 Penalty: 3174.026367
	Iteration 26Q: 3 clusters Score -2232685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2232687.250000 Penalty: 3174.026367
	Iteration 27Q: 3 clusters Score -2232687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2232688.750000 Penalty: 3174.026367
	Iteration 28Q: 3 clusters Score -2232689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2232693.250000 Penalty: 3174.026367
	Iteration 29Q: 3 clusters Score -2232693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2232695.500000 Penalty: 3174.026367
	Iteration 30Q: 3 clusters Score -2232696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2232698.750000 Penalty: 3174.026367
	Iteration 31Q: 3 clusters Score -2232699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2232701.000000 Penalty: 3174.026367
	Iteration 32Q: 3 clusters Score -2232701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2232701.000000 Penalty: 3174.026367
	Iteration 33F: 3 clusters Score -2232701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -676963.500000 Penalty: 1401.965698
	Iteration 0F: 2 clusters Score -676963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -672583.375000 Penalty: 2803.931396
	Iteration 0F: 3 clusters Score -672583.4 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -673883.375000 Penalty: 2803.931396
	Iteration 1F: 3 clusters Score -673883.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -674085.375000 Penalty: 2803.931396
	Iteration 2F: 3 clusters Score -674085.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -674300.125000 Penalty: 2803.931396
	Iteration 3F: 3 clusters Score -674300.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -674514.812500 Penalty: 2803.931396
	Iteration 4F: 3 clusters Score -674514.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -674699.437500 Penalty: 2803.931396
	Iteration 5F: 3 clusters Score -674699.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -674876.937500 Penalty: 2803.931396
	Iteration 6F: 3 clusters Score -674876.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -675037.625000 Penalty: 2803.931396
	Iteration 7Q: 3 clusters Score -675037.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -675194.000000 Penalty: 2803.931396
	Iteration 8Q: 3 clusters Score -675194 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -675310.312500 Penalty: 2803.931396
	Iteration 9Q: 3 clusters Score -675310.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -675385.375000 Penalty: 2803.931396
	Iteration 10Q: 3 clusters Score -675385.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -675440.000000 Penalty: 2803.931396
	Iteration 11Q: 3 clusters Score -675440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -675485.187500 Penalty: 2803.931396
	Iteration 12Q: 3 clusters Score -675485.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -675527.125000 Penalty: 2803.931396
	Iteration 13Q: 3 clusters Score -675527.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -675553.000000 Penalty: 2803.931396
	Iteration 14Q: 3 clusters Score -675553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -675568.250000 Penalty: 2803.931396
	Iteration 15Q: 3 clusters Score -675568.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -675585.437500 Penalty: 2803.931396
	Iteration 16Q: 3 clusters Score -675585.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -675601.437500 Penalty: 2803.931396
	Iteration 17Q: 3 clusters Score -675601.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -675613.562500 Penalty: 2803.931396
	Iteration 18Q: 3 clusters Score -675613.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -675621.562500 Penalty: 2803.931396
	Iteration 19Q: 3 clusters Score -675621.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -675626.750000 Penalty: 2803.931396
	Iteration 20F: 3 clusters Score -675626.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -675631.437500 Penalty: 2803.931396
	Iteration 21Q: 3 clusters Score -675631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -675637.625000 Penalty: 2803.931396
	Iteration 22Q: 3 clusters Score -675637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -675643.937500 Penalty: 2803.931396
	Iteration 23Q: 3 clusters Score -675643.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -675651.375000 Penalty: 2803.931396
	Iteration 24Q: 3 clusters Score -675651.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -675653.937500 Penalty: 2803.931396
	Iteration 25Q: 3 clusters Score -675653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -675653.312500 Penalty: 2803.931396
	Iteration 26Q: 3 clusters Score -675653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -675652.812500 Penalty: 2803.931396
	Iteration 27Q: 3 clusters Score -675652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -675652.812500 Penalty: 2803.931396
	Iteration 28F: 3 clusters Score -675652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Entering Unmasked Estep 
Score: -6897732.000000 Penalty: 1764.026978
	Iteration 0F: 2 clusters Score -6897732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -6863137.500000 Penalty: 3528.053955
	Iteration 0F: 3 clusters Score -6863138 nChanged 24305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6876552.000000 Penalty: 3528.053955
	Iteration 1F: 3 clusters Score -6876552 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -6876836.500000 Penalty: 3528.053955
	Iteration 2Q: 3 clusters Score -6876836 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6877292.000000 Penalty: 3528.053955
	Iteration 3Q: 3 clusters Score -6877292 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6877853.000000 Penalty: 3528.053955
	Iteration 4Q: 3 clusters Score -6877853 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -6878754.000000 Penalty: 3528.053955
	Iteration 5Q: 3 clusters Score -6878754 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -6880320.500000 Penalty: 3528.053955
	Iteration 6F: 3 clusters Score -6880320 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -6883068.500000 Penalty: 3528.053955
	Iteration 7F: 3 clusters Score -6883068 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -6887375.000000 Penalty: 3528.053955
	Iteration 8F: 3 clusters Score -6887375 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6891933.500000 Penalty: 3528.053955
	Iteration 9F: 3 clusters Score -6891934 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6894705.000000 Penalty: 3528.053955
	Iteration 10F: 3 clusters Score -6894705 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6895695.000000 Penalty: 3528.053955
	Iteration 11Q: 3 clusters Score -6895695 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6895960.000000 Penalty: 3528.053955
	Iteration 12Q: 3 clusters Score -6895960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6896074.000000 Penalty: 3528.053955
	Iteration 13Q: 3 clusters Score -6896074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6896117.000000 Penalty: 3528.053955
	Iteration 14Q: 3 clusters Score -6896117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6896147.000000 Penalty: 3528.053955
	Iteration 15Q: 3 clusters Score -6896147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6896159.000000 Penalty: 3528.053955
	Iteration 16Q: 3 clusters Score -6896159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6896171.500000 Penalty: 3528.053955
	Iteration 17Q: 3 clusters Score -6896172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6896175.000000 Penalty: 3528.053955
	Iteration 18Q: 3 clusters Score -6896175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6896175.000000 Penalty: 3528.053955
	Iteration 19F: 3 clusters Score -6896175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -807342.312500 Penalty: 1425.171143
	Iteration 0F: 2 clusters Score -807342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -802457.625000 Penalty: 2850.342285
	Iteration 0F: 3 clusters Score -802457.6 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -803905.937500 Penalty: 2850.342285
	Iteration 1F: 3 clusters Score -803905.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -804155.937500 Penalty: 2850.342285
	Iteration 2F: 3 clusters Score -804155.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -804355.062500 Penalty: 2850.342285
	Iteration 3F: 3 clusters Score -804355.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -804521.937500 Penalty: 2850.342285
	Iteration 4Q: 3 clusters Score -804521.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -804701.687500 Penalty: 2850.342285
	Iteration 5Q: 3 clusters Score -804701.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -804865.312500 Penalty: 2850.342285
	Iteration 6Q: 3 clusters Score -804865.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -805075.437500 Penalty: 2850.342285
	Iteration 7Q: 3 clusters Score -805075.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -805345.562500 Penalty: 2850.342285
	Iteration 8Q: 3 clusters Score -805345.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -805610.625000 Penalty: 2850.342285
	Iteration 9Q: 3 clusters Score -805610.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -805868.437500 Penalty: 2850.342285
	Iteration 10Q: 3 clusters Score -805868.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -806088.562500 Penalty: 2850.342285
	Iteration 11Q: 3 clusters Score -806088.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -806242.312500 Penalty: 2850.342285
	Iteration 12Q: 3 clusters Score -806242.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -806341.687500 Penalty: 2850.342285
	Iteration 13Q: 3 clusters Score -806341.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -806397.625000 Penalty: 2850.342285
	Iteration 14Q: 3 clusters Score -806397.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -806438.875000 Penalty: 2850.342285
	Iteration 15Q: 3 clusters Score -806438.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -806471.500000 Penalty: 2850.342285
	Iteration 16Q: 3 clusters Score -806471.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -806494.625000 Penalty: 2850.342285
	Iteration 17Q: 3 clusters Score -806494.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -806517.500000 Penalty: 2850.342285
	Iteration 18Q: 3 clusters Score -806517.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -806531.312500 Penalty: 2850.342285
	Iteration 19Q: 3 clusters Score -806531.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -806540.187500 Penalty: 2850.342285
	Iteration 20F: 3 clusters Score -806540.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -806551.125000 Penalty: 2850.342285
	Iteration 21Q: 3 clusters Score -806551.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -806558.375000 Penalty: 2850.342285
	Iteration 22Q: 3 clusters Score -806558.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -806562.562500 Penalty: 2850.342285
	Iteration 23Q: 3 clusters Score -806562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -806564.375000 Penalty: 2850.342285
	Iteration 24Q: 3 clusters Score -806564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -806568.125000 Penalty: 2850.342285
	Iteration 25Q: 3 clusters Score -806568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -806568.562500 Penalty: 2850.342285
	Iteration 26Q: 3 clusters Score -806568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -806571.437500 Penalty: 2850.342285
	Iteration 27Q: 3 clusters Score -806571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -806573.125000 Penalty: 2850.342285
	Iteration 28Q: 3 clusters Score -806573.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -806577.500000 Penalty: 2850.342285
	Iteration 29Q: 3 clusters Score -806577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -806579.812500 Penalty: 2850.342285
	Iteration 30Q: 3 clusters Score -806579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -806580.562500 Penalty: 2850.342285
	Iteration 31Q: 3 clusters Score -806580.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -806586.687500 Penalty: 2850.342285
	Iteration 32Q: 3 clusters Score -806586.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -806592.000000 Penalty: 2850.342285
	Iteration 33Q: 3 clusters Score -806592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -806595.375000 Penalty: 2850.342285
	Iteration 34Q: 3 clusters Score -806595.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -806601.125000 Penalty: 2850.342285
	Iteration 35Q: 3 clusters Score -806601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -806606.750000 Penalty: 2850.342285
	Iteration 36Q: 3 clusters Score -806606.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -806611.437500 Penalty: 2850.342285
	Iteration 37Q: 3 clusters Score -806611.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -806619.437500 Penalty: 2850.342285
	Iteration 38Q: 3 clusters Score -806619.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -806626.437500 Penalty: 2850.342285
	Iteration 39Q: 3 clusters Score -806626.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -806628.437500 Penalty: 2850.342285
	Iteration 40F: 3 clusters Score -806628.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -806632.125000 Penalty: 2850.342285
	Iteration 41Q: 3 clusters Score -806632.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -806641.562500 Penalty: 2850.342285
	Iteration 42Q: 3 clusters Score -806641.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -806645.625000 Penalty: 2850.342285
	Iteration 43Q: 3 clusters Score -806645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -806649.000000 Penalty: 2850.342285
	Iteration 44Q: 3 clusters Score -806649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -806654.687500 Penalty: 2850.342285
	Iteration 45Q: 3 clusters Score -806654.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -806662.312500 Penalty: 2850.342285
	Iteration 46Q: 3 clusters Score -806662.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -806669.062500 Penalty: 2850.342285
	Iteration 47Q: 3 clusters Score -806669.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -806675.250000 Penalty: 2850.342285
	Iteration 48Q: 3 clusters Score -806675.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -806682.812500 Penalty: 2850.342285
	Iteration 49Q: 3 clusters Score -806682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -806684.437500 Penalty: 2850.342285
	Iteration 50Q: 3 clusters Score -806684.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -806689.562500 Penalty: 2850.342285
	Iteration 51Q: 3 clusters Score -806689.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -806690.500000 Penalty: 2850.342285
	Iteration 52Q: 3 clusters Score -806690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -806693.750000 Penalty: 2850.342285
	Iteration 53Q: 3 clusters Score -806693.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -806697.687500 Penalty: 2850.342285
	Iteration 54Q: 3 clusters Score -806697.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -806703.187500 Penalty: 2850.342285
	Iteration 55Q: 3 clusters Score -806703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -806709.250000 Penalty: 2850.342285
	Iteration 56Q: 3 clusters Score -806709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -806712.625000 Penalty: 2850.342285
	Iteration 57Q: 3 clusters Score -806712.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -806717.562500 Penalty: 2850.342285
	Iteration 58Q: 3 clusters Score -806717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -806721.187500 Penalty: 2850.342285
	Iteration 59Q: 3 clusters Score -806721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -806726.125000 Penalty: 2850.342285
	Iteration 60F: 3 clusters Score -806726.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -806727.437500 Penalty: 2850.342285
	Iteration 61Q: 3 clusters Score -806727.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -806732.937500 Penalty: 2850.342285
	Iteration 62Q: 3 clusters Score -806732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -806738.812500 Penalty: 2850.342285
	Iteration 63Q: 3 clusters Score -806738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -806742.812500 Penalty: 2850.342285
	Iteration 64Q: 3 clusters Score -806742.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -806744.750000 Penalty: 2850.342285
	Iteration 65Q: 3 clusters Score -806744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -806752.312500 Penalty: 2850.342285
	Iteration 66Q: 3 clusters Score -806752.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -806760.125000 Penalty: 2850.342285
	Iteration 67Q: 3 clusters Score -806760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -806765.625000 Penalty: 2850.342285
	Iteration 68Q: 3 clusters Score -806765.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -806775.187500 Penalty: 2850.342285
	Iteration 69Q: 3 clusters Score -806775.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -806789.062500 Penalty: 2850.342285
	Iteration 70Q: 3 clusters Score -806789.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -806801.312500 Penalty: 2850.342285
	Iteration 71Q: 3 clusters Score -806801.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -806819.875000 Penalty: 2850.342285
	Iteration 72Q: 3 clusters Score -806819.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -806840.437500 Penalty: 2850.342285
	Iteration 73Q: 3 clusters Score -806840.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -806865.312500 Penalty: 2850.342285
	Iteration 74Q: 3 clusters Score -806865.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -806897.625000 Penalty: 2850.342285
	Iteration 75Q: 3 clusters Score -806897.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -806935.937500 Penalty: 2850.342285
	Iteration 76Q: 3 clusters Score -806935.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -806967.625000 Penalty: 2850.342285
	Iteration 77Q: 3 clusters Score -806967.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -806992.500000 Penalty: 2850.342285
	Iteration 78Q: 3 clusters Score -806992.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -807003.312500 Penalty: 2850.342285
	Iteration 79Q: 3 clusters Score -807003.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -807015.062500 Penalty: 2850.342285
	Iteration 80F: 3 clusters Score -807015.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -807022.937500 Penalty: 2850.342285
	Iteration 81Q: 3 clusters Score -807022.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -807027.250000 Penalty: 2850.342285
	Iteration 82Q: 3 clusters Score -807027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -807029.625000 Penalty: 2850.342285
	Iteration 83Q: 3 clusters Score -807029.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -807034.375000 Penalty: 2850.342285
	Iteration 84Q: 3 clusters Score -807034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -807032.937500 Penalty: 2850.342285
	Iteration 85Q: 3 clusters Score -807032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -807033.500000 Penalty: 2850.342285
	Iteration 86Q: 3 clusters Score -807033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -807034.437500 Penalty: 2850.342285
	Iteration 87Q: 3 clusters Score -807034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -807034.437500 Penalty: 2850.342285
	Iteration 88F: 3 clusters Score -807034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Entering Unmasked Estep 
Score: -10076093.000000 Penalty: 1826.087524
	Iteration 0F: 2 clusters Score -1.007609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10028104.000000 Penalty: 3652.175049
	Iteration 0F: 3 clusters Score -1.00281e+07 nChanged 36028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -10048911.000000 Penalty: 3652.175049
	Iteration 1F: 3 clusters Score -1.004891e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -10049620.000000 Penalty: 3652.175049
	Iteration 2Q: 3 clusters Score -1.004962e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -10050551.000000 Penalty: 3652.175049
	Iteration 3Q: 3 clusters Score -1.005055e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -10052004.000000 Penalty: 3652.175049
	Iteration 4Q: 3 clusters Score -1.0052e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -10054300.000000 Penalty: 3652.175049
	Iteration 5F: 3 clusters Score -1.00543e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -10057843.000000 Penalty: 3652.175049
	Iteration 6F: 3 clusters Score -1.005784e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -10062251.000000 Penalty: 3652.175049
	Iteration 7F: 3 clusters Score -1.006225e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -10066599.000000 Penalty: 3652.175049
	Iteration 8F: 3 clusters Score -1.00666e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -10069985.000000 Penalty: 3652.175049
	Iteration 9F: 3 clusters Score -1.006998e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -10072172.000000 Penalty: 3652.175049
	Iteration 10Q: 3 clusters Score -1.007217e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10073286.000000 Penalty: 3652.175049
	Iteration 11Q: 3 clusters Score -1.007329e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10073842.000000 Penalty: 3652.175049
	Iteration 12Q: 3 clusters Score -1.007384e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10074096.000000 Penalty: 3652.175049
	Iteration 13Q: 3 clusters Score -1.00741e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10074252.000000 Penalty: 3652.175049
	Iteration 14Q: 3 clusters Score -1.007425e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10074347.000000 Penalty: 3652.175049
	Iteration 15Q: 3 clusters Score -1.007435e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10074404.000000 Penalty: 3652.175049
	Iteration 16Q: 3 clusters Score -1.00744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10074431.000000 Penalty: 3652.175049
	Iteration 17Q: 3 clusters Score -1.007443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10074464.000000 Penalty: 3652.175049
	Iteration 18Q: 3 clusters Score -1.007446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10074472.000000 Penalty: 3652.175049
	Iteration 19Q: 3 clusters Score -1.007447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10074495.000000 Penalty: 3652.175049
	Iteration 20F: 3 clusters Score -1.00745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10074507.000000 Penalty: 3652.175049
	Iteration 21Q: 3 clusters Score -1.007451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10074505.000000 Penalty: 3652.175049
	Iteration 22Q: 3 clusters Score -1.00745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10074503.000000 Penalty: 3652.175049
	Iteration 23Q: 3 clusters Score -1.00745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10074511.000000 Penalty: 3652.175049
	Iteration 24Q: 3 clusters Score -1.007451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10074516.000000 Penalty: 3652.175049
	Iteration 25Q: 3 clusters Score -1.007452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10074512.000000 Penalty: 3652.175049
	Iteration 26Q: 3 clusters Score -1.007451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10074518.000000 Penalty: 3652.175049
	Iteration 27Q: 3 clusters Score -1.007452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10074515.000000 Penalty: 3652.175049
	Iteration 28Q: 3 clusters Score -1.007452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10074515.000000 Penalty: 3652.175049
	Iteration 29F: 3 clusters Score -1.007452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (57033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Entering Unmasked Estep 
Score: -7582261.000000 Penalty: 1779.600098
	Iteration 0F: 2 clusters Score -7582261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -7544240.000000 Penalty: 3559.200195
	Iteration 0F: 3 clusters Score -7544240 nChanged 26897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -7559496.500000 Penalty: 3559.200195
	Iteration 1F: 3 clusters Score -7559496 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -7559825.500000 Penalty: 3559.200195
	Iteration 2Q: 3 clusters Score -7559826 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -7560152.000000 Penalty: 3559.200195
	Iteration 3Q: 3 clusters Score -7560152 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -7560606.000000 Penalty: 3559.200195
	Iteration 4Q: 3 clusters Score -7560606 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -7561179.000000 Penalty: 3559.200195
	Iteration 5Q: 3 clusters Score -7561179 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -7562104.000000 Penalty: 3559.200195
	Iteration 6Q: 3 clusters Score -7562104 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -7563571.000000 Penalty: 3559.200195
	Iteration 7F: 3 clusters Score -7563571 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7566135.000000 Penalty: 3559.200195
	Iteration 8F: 3 clusters Score -7566135 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -7570099.500000 Penalty: 3559.200195
	Iteration 9F: 3 clusters Score -7570100 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -7574451.500000 Penalty: 3559.200195
	Iteration 10F: 3 clusters Score -7574452 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7577934.500000 Penalty: 3559.200195
	Iteration 11F: 3 clusters Score -7577934 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7579624.000000 Penalty: 3559.200195
	Iteration 12Q: 3 clusters Score -7579624 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7580207.500000 Penalty: 3559.200195
	Iteration 13Q: 3 clusters Score -7580208 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7580455.000000 Penalty: 3559.200195
	Iteration 14Q: 3 clusters Score -7580455 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7580542.000000 Penalty: 3559.200195
	Iteration 15Q: 3 clusters Score -7580542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7580603.000000 Penalty: 3559.200195
	Iteration 16Q: 3 clusters Score -7580603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7580619.500000 Penalty: 3559.200195
	Iteration 17Q: 3 clusters Score -7580620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7580645.000000 Penalty: 3559.200195
	Iteration 18Q: 3 clusters Score -7580645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7580654.500000 Penalty: 3559.200195
	Iteration 19Q: 3 clusters Score -7580654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7580662.500000 Penalty: 3559.200195
	Iteration 20F: 3 clusters Score -7580662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7580671.000000 Penalty: 3559.200195
	Iteration 21Q: 3 clusters Score -7580671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7580678.500000 Penalty: 3559.200195
	Iteration 22Q: 3 clusters Score -7580678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7580678.500000 Penalty: 3559.200195
	Iteration 23F: 3 clusters Score -7580678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Entering Unmasked Estep 
Score: -1933370.125000 Penalty: 1565.658813
	Iteration 0F: 2 clusters Score -1933370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1922744.875000 Penalty: 3131.317627
	Iteration 0F: 3 clusters Score -1922745 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1926563.875000 Penalty: 3131.317627
	Iteration 1F: 3 clusters Score -1926564 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1926981.000000 Penalty: 3131.317627
	Iteration 2F: 3 clusters Score -1926981 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1927394.125000 Penalty: 3131.317627
	Iteration 3F: 3 clusters Score -1927394 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1927810.875000 Penalty: 3131.317627
	Iteration 4F: 3 clusters Score -1927811 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1928210.125000 Penalty: 3131.317627
	Iteration 5F: 3 clusters Score -1928210 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1928598.375000 Penalty: 3131.317627
	Iteration 6Q: 3 clusters Score -1928598 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1928999.125000 Penalty: 3131.317627
	Iteration 7Q: 3 clusters Score -1928999 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1929368.250000 Penalty: 3131.317627
	Iteration 8Q: 3 clusters Score -1929368 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1929681.625000 Penalty: 3131.317627
	Iteration 9Q: 3 clusters Score -1929682 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1929920.750000 Penalty: 3131.317627
	Iteration 10Q: 3 clusters Score -1929921 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1930068.125000 Penalty: 3131.317627
	Iteration 11Q: 3 clusters Score -1930068 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1930197.500000 Penalty: 3131.317627
	Iteration 12Q: 3 clusters Score -1930198 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1930278.875000 Penalty: 3131.317627
	Iteration 13Q: 3 clusters Score -1930279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1930345.250000 Penalty: 3131.317627
	Iteration 14Q: 3 clusters Score -1930345 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1930386.500000 Penalty: 3131.317627
	Iteration 15Q: 3 clusters Score -1930386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1930432.125000 Penalty: 3131.317627
	Iteration 16Q: 3 clusters Score -1930432 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1930467.250000 Penalty: 3131.317627
	Iteration 17Q: 3 clusters Score -1930467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1930514.750000 Penalty: 3131.317627
	Iteration 18Q: 3 clusters Score -1930515 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1930550.500000 Penalty: 3131.317627
	Iteration 19Q: 3 clusters Score -1930550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1930591.500000 Penalty: 3131.317627
	Iteration 20F: 3 clusters Score -1930592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1930630.625000 Penalty: 3131.317627
	Iteration 21Q: 3 clusters Score -1930631 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1930679.500000 Penalty: 3131.317627
	Iteration 22Q: 3 clusters Score -1930680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1930723.500000 Penalty: 3131.317627
	Iteration 23Q: 3 clusters Score -1930724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1930757.875000 Penalty: 3131.317627
	Iteration 24Q: 3 clusters Score -1930758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1930795.000000 Penalty: 3131.317627
	Iteration 25Q: 3 clusters Score -1930795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1930834.250000 Penalty: 3131.317627
	Iteration 26Q: 3 clusters Score -1930834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1930855.875000 Penalty: 3131.317627
	Iteration 27Q: 3 clusters Score -1930856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1930875.875000 Penalty: 3131.317627
	Iteration 28Q: 3 clusters Score -1930876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1930907.125000 Penalty: 3131.317627
	Iteration 29Q: 3 clusters Score -1930907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1930931.875000 Penalty: 3131.317627
	Iteration 30Q: 3 clusters Score -1930932 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1930969.250000 Penalty: 3131.317627
	Iteration 31Q: 3 clusters Score -1930969 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1931006.125000 Penalty: 3131.317627
	Iteration 32Q: 3 clusters Score -1931006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1931047.250000 Penalty: 3131.317627
	Iteration 33Q: 3 clusters Score -1931047 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1931080.875000 Penalty: 3131.317627
	Iteration 34Q: 3 clusters Score -1931081 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1931123.625000 Penalty: 3131.317627
	Iteration 35Q: 3 clusters Score -1931124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1931153.750000 Penalty: 3131.317627
	Iteration 36Q: 3 clusters Score -1931154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1931199.750000 Penalty: 3131.317627
	Iteration 37Q: 3 clusters Score -1931200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1931220.250000 Penalty: 3131.317627
	Iteration 38Q: 3 clusters Score -1931220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1931248.750000 Penalty: 3131.317627
	Iteration 39Q: 3 clusters Score -1931249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1931286.625000 Penalty: 3131.317627
	Iteration 40F: 3 clusters Score -1931287 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1931321.500000 Penalty: 3131.317627
	Iteration 41Q: 3 clusters Score -1931322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1931353.750000 Penalty: 3131.317627
	Iteration 42Q: 3 clusters Score -1931354 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1931388.625000 Penalty: 3131.317627
	Iteration 43Q: 3 clusters Score -1931389 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1931425.625000 Penalty: 3131.317627
	Iteration 44Q: 3 clusters Score -1931426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1931448.250000 Penalty: 3131.317627
	Iteration 45Q: 3 clusters Score -1931448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1931476.375000 Penalty: 3131.317627
	Iteration 46Q: 3 clusters Score -1931476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1931497.625000 Penalty: 3131.317627
	Iteration 47Q: 3 clusters Score -1931498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1931523.125000 Penalty: 3131.317627
	Iteration 48Q: 3 clusters Score -1931523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1931552.125000 Penalty: 3131.317627
	Iteration 49Q: 3 clusters Score -1931552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1931591.500000 Penalty: 3131.317627
	Iteration 50Q: 3 clusters Score -1931592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1931634.125000 Penalty: 3131.317627
	Iteration 51Q: 3 clusters Score -1931634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1931700.750000 Penalty: 3131.317627
	Iteration 52Q: 3 clusters Score -1931701 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1931763.500000 Penalty: 3131.317627
	Iteration 53Q: 3 clusters Score -1931764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1931825.125000 Penalty: 3131.317627
	Iteration 54Q: 3 clusters Score -1931825 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1931874.125000 Penalty: 3131.317627
	Iteration 55Q: 3 clusters Score -1931874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1931917.125000 Penalty: 3131.317627
	Iteration 56Q: 3 clusters Score -1931917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1931943.625000 Penalty: 3131.317627
	Iteration 57Q: 3 clusters Score -1931944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1931956.625000 Penalty: 3131.317627
	Iteration 58Q: 3 clusters Score -1931957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1931971.125000 Penalty: 3131.317627
	Iteration 59Q: 3 clusters Score -1931971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1931989.500000 Penalty: 3131.317627
	Iteration 60F: 3 clusters Score -1931990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1932007.250000 Penalty: 3131.317627
	Iteration 61Q: 3 clusters Score -1932007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1932019.750000 Penalty: 3131.317627
	Iteration 62Q: 3 clusters Score -1932020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1932033.000000 Penalty: 3131.317627
	Iteration 63Q: 3 clusters Score -1932033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1932047.875000 Penalty: 3131.317627
	Iteration 64Q: 3 clusters Score -1932048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1932055.000000 Penalty: 3131.317627
	Iteration 65Q: 3 clusters Score -1932055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1932058.250000 Penalty: 3131.317627
	Iteration 66Q: 3 clusters Score -1932058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1932065.375000 Penalty: 3131.317627
	Iteration 67Q: 3 clusters Score -1932065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1932070.625000 Penalty: 3131.317627
	Iteration 68Q: 3 clusters Score -1932071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1932076.125000 Penalty: 3131.317627
	Iteration 69Q: 3 clusters Score -1932076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1932078.250000 Penalty: 3131.317627
	Iteration 70Q: 3 clusters Score -1932078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1932084.125000 Penalty: 3131.317627
	Iteration 71Q: 3 clusters Score -1932084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1932089.375000 Penalty: 3131.317627
	Iteration 72Q: 3 clusters Score -1932089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1932090.250000 Penalty: 3131.317627
	Iteration 73Q: 3 clusters Score -1932090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1932095.000000 Penalty: 3131.317627
	Iteration 74Q: 3 clusters Score -1932095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1932092.875000 Penalty: 3131.317627
	Iteration 75Q: 3 clusters Score -1932093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1932094.750000 Penalty: 3131.317627
	Iteration 76Q: 3 clusters Score -1932095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1932093.500000 Penalty: 3131.317627
	Iteration 77Q: 3 clusters Score -1932094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1932098.125000 Penalty: 3131.317627
	Iteration 78Q: 3 clusters Score -1932098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1932099.375000 Penalty: 3131.317627
	Iteration 79Q: 3 clusters Score -1932099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1932099.375000 Penalty: 3131.317627
	Iteration 80F: 3 clusters Score -1932099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Entering Unmasked Estep 
Score: -6131550.500000 Penalty: 1745.299072
	Iteration 0F: 2 clusters Score -6131550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -6100481.500000 Penalty: 3490.598145
	Iteration 0F: 3 clusters Score -6100482 nChanged 21697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -6112585.500000 Penalty: 3490.598145
	Iteration 1F: 3 clusters Score -6112586 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -6113002.500000 Penalty: 3490.598145
	Iteration 2Q: 3 clusters Score -6113002 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -6113552.000000 Penalty: 3490.598145
	Iteration 3Q: 3 clusters Score -6113552 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -6114353.500000 Penalty: 3490.598145
	Iteration 4Q: 3 clusters Score -6114354 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -6115601.500000 Penalty: 3490.598145
	Iteration 5Q: 3 clusters Score -6115602 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -6117341.000000 Penalty: 3490.598145
	Iteration 6F: 3 clusters Score -6117341 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -6119719.000000 Penalty: 3490.598145
	Iteration 7F: 3 clusters Score -6119719 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -6122502.000000 Penalty: 3490.598145
	Iteration 8F: 3 clusters Score -6122502 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -6124795.500000 Penalty: 3490.598145
	Iteration 9F: 3 clusters Score -6124796 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -6126429.000000 Penalty: 3490.598145
	Iteration 10Q: 3 clusters Score -6126429 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -6127409.500000 Penalty: 3490.598145
	Iteration 11Q: 3 clusters Score -6127410 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6128111.000000 Penalty: 3490.598145
	Iteration 12Q: 3 clusters Score -6128111 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6128531.500000 Penalty: 3490.598145
	Iteration 13Q: 3 clusters Score -6128532 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6128832.500000 Penalty: 3490.598145
	Iteration 14Q: 3 clusters Score -6128832 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6129063.000000 Penalty: 3490.598145
	Iteration 15Q: 3 clusters Score -6129063 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6129226.000000 Penalty: 3490.598145
	Iteration 16Q: 3 clusters Score -6129226 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6129354.500000 Penalty: 3490.598145
	Iteration 17Q: 3 clusters Score -6129354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6129464.500000 Penalty: 3490.598145
	Iteration 18Q: 3 clusters Score -6129464 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6129559.000000 Penalty: 3490.598145
	Iteration 19Q: 3 clusters Score -6129559 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6129631.000000 Penalty: 3490.598145
	Iteration 20F: 3 clusters Score -6129631 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6129697.000000 Penalty: 3490.598145
	Iteration 21Q: 3 clusters Score -6129697 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6129741.500000 Penalty: 3490.598145
	Iteration 22Q: 3 clusters Score -6129742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6129797.000000 Penalty: 3490.598145
	Iteration 23Q: 3 clusters Score -6129797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6129834.000000 Penalty: 3490.598145
	Iteration 24Q: 3 clusters Score -6129834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6129868.000000 Penalty: 3490.598145
	Iteration 25Q: 3 clusters Score -6129868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6129893.000000 Penalty: 3490.598145
	Iteration 26Q: 3 clusters Score -6129893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6129920.500000 Penalty: 3490.598145
	Iteration 27Q: 3 clusters Score -6129920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6129919.000000 Penalty: 3490.598145
	Iteration 28Q: 3 clusters Score -6129919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6129929.000000 Penalty: 3490.598145
	Iteration 29Q: 3 clusters Score -6129929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6129933.500000 Penalty: 3490.598145
	Iteration 30Q: 3 clusters Score -6129934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6129943.500000 Penalty: 3490.598145
	Iteration 31Q: 3 clusters Score -6129944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6129940.000000 Penalty: 3490.598145
	Iteration 32Q: 3 clusters Score -6129940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6129951.500000 Penalty: 3490.598145
	Iteration 33Q: 3 clusters Score -6129952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6129954.000000 Penalty: 3490.598145
	Iteration 34Q: 3 clusters Score -6129954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6129955.500000 Penalty: 3490.598145
	Iteration 35Q: 3 clusters Score -6129956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6129960.500000 Penalty: 3490.598145
	Iteration 36Q: 3 clusters Score -6129960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6129960.500000 Penalty: 3490.598145
	Iteration 37Q: 3 clusters Score -6129960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6129966.500000 Penalty: 3490.598145
	Iteration 38Q: 3 clusters Score -6129966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6129975.000000 Penalty: 3490.598145
	Iteration 39Q: 3 clusters Score -6129975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6129981.000000 Penalty: 3490.598145
	Iteration 40F: 3 clusters Score -6129981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6129985.000000 Penalty: 3490.598145
	Iteration 41Q: 3 clusters Score -6129985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6129989.000000 Penalty: 3490.598145
	Iteration 42Q: 3 clusters Score -6129989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6129993.000000 Penalty: 3490.598145
	Iteration 43Q: 3 clusters Score -6129993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6129993.000000 Penalty: 3490.598145
	Iteration 44Q: 3 clusters Score -6129993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6129999.000000 Penalty: 3490.598145
	Iteration 45Q: 3 clusters Score -6129999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6130003.500000 Penalty: 3490.598145
	Iteration 46Q: 3 clusters Score -6130004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6130001.500000 Penalty: 3490.598145
	Iteration 47Q: 3 clusters Score -6130002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6130004.000000 Penalty: 3490.598145
	Iteration 48Q: 3 clusters Score -6130004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6130006.500000 Penalty: 3490.598145
	Iteration 49Q: 3 clusters Score -6130006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6130010.000000 Penalty: 3490.598145
	Iteration 50Q: 3 clusters Score -6130010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6130004.500000 Penalty: 3490.598145
	Iteration 51Q: 3 clusters Score -6130004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6130007.500000 Penalty: 3490.598145
	Iteration 52Q: 3 clusters Score -6130008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6130011.500000 Penalty: 3490.598145
	Iteration 53Q: 3 clusters Score -6130012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6130015.000000 Penalty: 3490.598145
	Iteration 54Q: 3 clusters Score -6130015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6130015.000000 Penalty: 3490.598145
	Iteration 55Q: 3 clusters Score -6130015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6130018.500000 Penalty: 3490.598145
	Iteration 56Q: 3 clusters Score -6130018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6130021.500000 Penalty: 3490.598145
	Iteration 57Q: 3 clusters Score -6130022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6130021.500000 Penalty: 3490.598145
	Iteration 58F: 3 clusters Score -6130022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -157253.140625 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -157253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -155573.062500 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -155573.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -156043.875000 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -156043.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156236.437500 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -156236.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156344.843750 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -156344.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156406.328125 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -156406.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156435.671875 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -156435.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -156462.156250 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -156462.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -156481.328125 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -156481.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156495.578125 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -156495.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156510.843750 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -156510.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156527.937500 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -156527.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156542.953125 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -156543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156556.109375 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -156556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156565.875000 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -156565.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -156577.750000 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -156577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -156587.593750 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -156587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -156595.093750 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -156595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -156604.921875 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -156604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -156617.718750 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -156617.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156637.546875 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -156637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -156656.250000 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -156656.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156696.890625 Penalty: 2359.898193
	Iteration 21Q: 3 clusters Score -156696.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156757.375000 Penalty: 2359.898193
	Iteration 22Q: 3 clusters Score -156757.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -156831.406250 Penalty: 2359.898193
	Iteration 23Q: 3 clusters Score -156831.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156890.156250 Penalty: 2359.898193
	Iteration 24Q: 3 clusters Score -156890.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -156928.484375 Penalty: 2359.898193
	Iteration 25Q: 3 clusters Score -156928.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156968.093750 Penalty: 2359.898193
	Iteration 26Q: 3 clusters Score -156968.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -157012.218750 Penalty: 2359.898193
	Iteration 27Q: 3 clusters Score -157012.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157041.687500 Penalty: 2359.898193
	Iteration 28Q: 3 clusters Score -157041.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157062.656250 Penalty: 2359.898193
	Iteration 29Q: 3 clusters Score -157062.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157073.890625 Penalty: 2359.898193
	Iteration 30Q: 3 clusters Score -157073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157083.906250 Penalty: 2359.898193
	Iteration 31Q: 3 clusters Score -157083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157093.875000 Penalty: 2359.898193
	Iteration 32Q: 3 clusters Score -157093.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -157102.437500 Penalty: 2359.898193
	Iteration 33Q: 3 clusters Score -157102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157107.437500 Penalty: 2359.898193
	Iteration 34Q: 3 clusters Score -157107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157113.046875 Penalty: 2359.898193
	Iteration 35Q: 3 clusters Score -157113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157114.500000 Penalty: 2359.898193
	Iteration 36Q: 3 clusters Score -157114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157119.468750 Penalty: 2359.898193
	Iteration 37F: 3 clusters Score -157119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157128.140625 Penalty: 2359.898193
	Iteration 38Q: 3 clusters Score -157128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157140.890625 Penalty: 2359.898193
	Iteration 39Q: 3 clusters Score -157140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157148.078125 Penalty: 2359.898193
	Iteration 40F: 3 clusters Score -157148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157152.812500 Penalty: 2359.898193
	Iteration 41Q: 3 clusters Score -157152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157157.359375 Penalty: 2359.898193
	Iteration 42Q: 3 clusters Score -157157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157159.390625 Penalty: 2359.898193
	Iteration 43Q: 3 clusters Score -157159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -157160.562500 Penalty: 2359.898193
	Iteration 44Q: 3 clusters Score -157160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157161.578125 Penalty: 2359.898193
	Iteration 45Q: 3 clusters Score -157161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157163.796875 Penalty: 2359.898193
	Iteration 46Q: 3 clusters Score -157163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157168.718750 Penalty: 2359.898193
	Iteration 47Q: 3 clusters Score -157168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157169.625000 Penalty: 2359.898193
	Iteration 48Q: 3 clusters Score -157169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157170.531250 Penalty: 2359.898193
	Iteration 49Q: 3 clusters Score -157170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157175.078125 Penalty: 2359.898193
	Iteration 50Q: 3 clusters Score -157175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157176.843750 Penalty: 2359.898193
	Iteration 51Q: 3 clusters Score -157176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157176.781250 Penalty: 2359.898193
	Iteration 52Q: 3 clusters Score -157176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157176.781250 Penalty: 2359.898193
	Iteration 53F: 3 clusters Score -157176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Entering Unmasked Estep 
Score: -6276352.500000 Penalty: 1751.546509
	Iteration 0F: 2 clusters Score -6276352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6244287.500000 Penalty: 3503.093018
	Iteration 0F: 3 clusters Score -6244288 nChanged 22586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -6257085.000000 Penalty: 3503.093018
	Iteration 1F: 3 clusters Score -6257085 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -6257723.000000 Penalty: 3503.093018
	Iteration 2Q: 3 clusters Score -6257723 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6258477.500000 Penalty: 3503.093018
	Iteration 3Q: 3 clusters Score -6258478 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -6259596.000000 Penalty: 3503.093018
	Iteration 4Q: 3 clusters Score -6259596 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6261176.500000 Penalty: 3503.093018
	Iteration 5F: 3 clusters Score -6261176 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -6263334.500000 Penalty: 3503.093018
	Iteration 6F: 3 clusters Score -6263334 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -6265773.000000 Penalty: 3503.093018
	Iteration 7F: 3 clusters Score -6265773 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -6268046.000000 Penalty: 3503.093018
	Iteration 8F: 3 clusters Score -6268046 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -6269629.500000 Penalty: 3503.093018
	Iteration 9Q: 3 clusters Score -6269630 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -6270651.000000 Penalty: 3503.093018
	Iteration 10Q: 3 clusters Score -6270651 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -6271481.000000 Penalty: 3503.093018
	Iteration 11Q: 3 clusters Score -6271481 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -6272235.000000 Penalty: 3503.093018
	Iteration 12Q: 3 clusters Score -6272235 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6272935.000000 Penalty: 3503.093018
	Iteration 13Q: 3 clusters Score -6272935 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -6273572.500000 Penalty: 3503.093018
	Iteration 14Q: 3 clusters Score -6273572 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6274120.500000 Penalty: 3503.093018
	Iteration 15Q: 3 clusters Score -6274120 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6274464.500000 Penalty: 3503.093018
	Iteration 16Q: 3 clusters Score -6274464 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6274673.000000 Penalty: 3503.093018
	Iteration 17Q: 3 clusters Score -6274673 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6274778.500000 Penalty: 3503.093018
	Iteration 18Q: 3 clusters Score -6274778 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6274866.000000 Penalty: 3503.093018
	Iteration 19Q: 3 clusters Score -6274866 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6274925.000000 Penalty: 3503.093018
	Iteration 20F: 3 clusters Score -6274925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6274979.000000 Penalty: 3503.093018
	Iteration 21Q: 3 clusters Score -6274979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6275019.000000 Penalty: 3503.093018
	Iteration 22Q: 3 clusters Score -6275019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6275044.000000 Penalty: 3503.093018
	Iteration 23Q: 3 clusters Score -6275044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6275050.000000 Penalty: 3503.093018
	Iteration 24Q: 3 clusters Score -6275050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6275061.000000 Penalty: 3503.093018
	Iteration 25Q: 3 clusters Score -6275061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6275072.500000 Penalty: 3503.093018
	Iteration 26Q: 3 clusters Score -6275072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6275063.500000 Penalty: 3503.093018
	Iteration 27Q: 3 clusters Score -6275064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6275070.000000 Penalty: 3503.093018
	Iteration 28Q: 3 clusters Score -6275070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6275075.500000 Penalty: 3503.093018
	Iteration 29Q: 3 clusters Score -6275076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6275071.000000 Penalty: 3503.093018
	Iteration 30Q: 3 clusters Score -6275071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6275088.000000 Penalty: 3503.093018
	Iteration 31Q: 3 clusters Score -6275088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6275082.000000 Penalty: 3503.093018
	Iteration 32Q: 3 clusters Score -6275082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6275090.000000 Penalty: 3503.093018
	Iteration 33Q: 3 clusters Score -6275090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6275088.500000 Penalty: 3503.093018
	Iteration 34Q: 3 clusters Score -6275088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6275085.000000 Penalty: 3503.093018
	Iteration 35Q: 3 clusters Score -6275085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6275082.000000 Penalty: 3503.093018
	Iteration 36Q: 3 clusters Score -6275082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6275097.500000 Penalty: 3503.093018
	Iteration 37Q: 3 clusters Score -6275098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6275097.500000 Penalty: 3503.093018
	Iteration 38Q: 3 clusters Score -6275098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6275096.000000 Penalty: 3503.093018
	Iteration 39Q: 3 clusters Score -6275096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6275103.000000 Penalty: 3503.093018
	Iteration 40F: 3 clusters Score -6275103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6275113.000000 Penalty: 3503.093018
	Iteration 41Q: 3 clusters Score -6275113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6275117.500000 Penalty: 3503.093018
	Iteration 42Q: 3 clusters Score -6275118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6275119.500000 Penalty: 3503.093018
	Iteration 43Q: 3 clusters Score -6275120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6275114.500000 Penalty: 3503.093018
	Iteration 44Q: 3 clusters Score -6275114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6275111.000000 Penalty: 3503.093018
	Iteration 45Q: 3 clusters Score -6275111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6275112.500000 Penalty: 3503.093018
	Iteration 46Q: 3 clusters Score -6275112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6275115.000000 Penalty: 3503.093018
	Iteration 47Q: 3 clusters Score -6275115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6275108.500000 Penalty: 3503.093018
	Iteration 48Q: 3 clusters Score -6275108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6275107.500000 Penalty: 3503.093018
	Iteration 49Q: 3 clusters Score -6275108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6275117.000000 Penalty: 3503.093018
	Iteration 50Q: 3 clusters Score -6275117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6275116.500000 Penalty: 3503.093018
	Iteration 51Q: 3 clusters Score -6275116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6275115.500000 Penalty: 3503.093018
	Iteration 52Q: 3 clusters Score -6275116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6275117.500000 Penalty: 3503.093018
	Iteration 53Q: 3 clusters Score -6275118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6275120.000000 Penalty: 3503.093018
	Iteration 54Q: 3 clusters Score -6275120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6275122.000000 Penalty: 3503.093018
	Iteration 55Q: 3 clusters Score -6275122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6275120.500000 Penalty: 3503.093018
	Iteration 56Q: 3 clusters Score -6275120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6275127.000000 Penalty: 3503.093018
	Iteration 57Q: 3 clusters Score -6275127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6275123.000000 Penalty: 3503.093018
	Iteration 58Q: 3 clusters Score -6275123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6275123.500000 Penalty: 3503.093018
	Iteration 59Q: 3 clusters Score -6275124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6275122.000000 Penalty: 3503.093018
	Iteration 60F: 3 clusters Score -6275122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6275124.000000 Penalty: 3503.093018
	Iteration 61Q: 3 clusters Score -6275124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6275128.500000 Penalty: 3503.093018
	Iteration 62Q: 3 clusters Score -6275128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6275129.000000 Penalty: 3503.093018
	Iteration 63Q: 3 clusters Score -6275129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6275128.500000 Penalty: 3503.093018
	Iteration 64Q: 3 clusters Score -6275128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6275124.000000 Penalty: 3503.093018
	Iteration 65Q: 3 clusters Score -6275124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6275128.000000 Penalty: 3503.093018
	Iteration 66Q: 3 clusters Score -6275128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6275124.000000 Penalty: 3503.093018
	Iteration 67Q: 3 clusters Score -6275124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6275124.500000 Penalty: 3503.093018
	Iteration 68Q: 3 clusters Score -6275124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6275131.500000 Penalty: 3503.093018
	Iteration 69Q: 3 clusters Score -6275132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6275129.500000 Penalty: 3503.093018
	Iteration 70Q: 3 clusters Score -6275130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6275129.500000 Penalty: 3503.093018
	Iteration 71F: 3 clusters Score -6275130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -332550.812500 Penalty: 1281.488159
	Iteration 0F: 2 clusters Score -332550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -330107.437500 Penalty: 2562.976318
	Iteration 0F: 3 clusters Score -330107.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330770.500000 Penalty: 2562.976318
	Iteration 1F: 3 clusters Score -330770.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330932.406250 Penalty: 2562.976318
	Iteration 2F: 3 clusters Score -330932.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -331058.531250 Penalty: 2562.976318
	Iteration 3F: 3 clusters Score -331058.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -331164.593750 Penalty: 2562.976318
	Iteration 4Q: 3 clusters Score -331164.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -331291.468750 Penalty: 2562.976318
	Iteration 5Q: 3 clusters Score -331291.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -331447.718750 Penalty: 2562.976318
	Iteration 6Q: 3 clusters Score -331447.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -331621.375000 Penalty: 2562.976318
	Iteration 7Q: 3 clusters Score -331621.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -331859.968750 Penalty: 2562.976318
	Iteration 8F: 3 clusters Score -331860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -332062.500000 Penalty: 2562.976318
	Iteration 9F: 3 clusters Score -332062.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -332261.437500 Penalty: 2562.976318
	Iteration 10Q: 3 clusters Score -332261.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -332459.937500 Penalty: 2562.976318
	Iteration 11Q: 3 clusters Score -332459.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -332552.156250 Penalty: 2562.976318
	Iteration 12Q: 3 clusters Score -332552.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -332569.156250 Penalty: 2562.976318
	Iteration 13Q: 3 clusters Score -332569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -332572.656250 Penalty: 2562.976318
	Iteration 14Q: 3 clusters Score -332572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -332572.437500 Penalty: 2562.976318
	Iteration 15Q: 3 clusters Score -332572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -332572.437500 Penalty: 2562.976318
	Iteration 16F: 3 clusters Score -332572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 72041 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 51821 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 18 contains 57033 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47990 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 75664 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 84613 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71036 members 
Mstep: Class 33 contains 80010 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3175 members 
Mstep: Class 36 contains 106722 members 
Mstep: Class 37 contains 15558 members 
Mstep: Class 38 contains 1314 members 
Entering Unmasked Estep 
Score: -127754640.000000 Penalty: 85314.296875
Splitting cluster 23 changes total score from -127756000.000000 to -127754640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -856675.250000 Penalty: 1431.359863
	Iteration 0F: 2 clusters Score -856675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -851651.625000 Penalty: 2862.719727
	Iteration 0F: 3 clusters Score -851651.6 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -853213.000000 Penalty: 2862.719727
	Iteration 1F: 3 clusters Score -853213 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -853469.125000 Penalty: 2862.719727
	Iteration 2F: 3 clusters Score -853469.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -853698.187500 Penalty: 2862.719727
	Iteration 3F: 3 clusters Score -853698.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -853916.125000 Penalty: 2862.719727
	Iteration 4F: 3 clusters Score -853916.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -854155.312500 Penalty: 2862.719727
	Iteration 5F: 3 clusters Score -854155.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -854412.125000 Penalty: 2862.719727
	Iteration 6F: 3 clusters Score -854412.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -854684.625000 Penalty: 2862.719727
	Iteration 7Q: 3 clusters Score -854684.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -854964.625000 Penalty: 2862.719727
	Iteration 8Q: 3 clusters Score -854964.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -855146.375000 Penalty: 2862.719727
	Iteration 9Q: 3 clusters Score -855146.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -855281.625000 Penalty: 2862.719727
	Iteration 10Q: 3 clusters Score -855281.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -855373.750000 Penalty: 2862.719727
	Iteration 11Q: 3 clusters Score -855373.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -855467.562500 Penalty: 2862.719727
	Iteration 12Q: 3 clusters Score -855467.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -855553.937500 Penalty: 2862.719727
	Iteration 13Q: 3 clusters Score -855553.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -855629.000000 Penalty: 2862.719727
	Iteration 14Q: 3 clusters Score -855629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -855715.312500 Penalty: 2862.719727
	Iteration 15Q: 3 clusters Score -855715.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -855791.812500 Penalty: 2862.719727
	Iteration 16Q: 3 clusters Score -855791.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -855870.625000 Penalty: 2862.719727
	Iteration 17Q: 3 clusters Score -855870.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -855914.062500 Penalty: 2862.719727
	Iteration 18Q: 3 clusters Score -855914.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -855952.250000 Penalty: 2862.719727
	Iteration 19Q: 3 clusters Score -855952.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -855974.187500 Penalty: 2862.719727
	Iteration 20F: 3 clusters Score -855974.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -855997.937500 Penalty: 2862.719727
	Iteration 21Q: 3 clusters Score -855997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -856015.500000 Penalty: 2862.719727
	Iteration 22Q: 3 clusters Score -856015.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -856032.250000 Penalty: 2862.719727
	Iteration 23Q: 3 clusters Score -856032.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -856041.937500 Penalty: 2862.719727
	Iteration 24Q: 3 clusters Score -856041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -856047.312500 Penalty: 2862.719727
	Iteration 25Q: 3 clusters Score -856047.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -856051.250000 Penalty: 2862.719727
	Iteration 26Q: 3 clusters Score -856051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -856056.562500 Penalty: 2862.719727
	Iteration 27Q: 3 clusters Score -856056.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -856064.937500 Penalty: 2862.719727
	Iteration 28Q: 3 clusters Score -856064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -856068.250000 Penalty: 2862.719727
	Iteration 29Q: 3 clusters Score -856068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -856072.750000 Penalty: 2862.719727
	Iteration 30Q: 3 clusters Score -856072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -856074.562500 Penalty: 2862.719727
	Iteration 31Q: 3 clusters Score -856074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -856074.562500 Penalty: 2862.719727
	Iteration 32F: 3 clusters Score -856074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (75664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Entering Unmasked Estep 
Score: -9985680.000000 Penalty: 1825.534302
	Iteration 0F: 2 clusters Score -9985680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -9941410.000000 Penalty: 3651.068604
	Iteration 0F: 3 clusters Score -9941410 nChanged 35883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -9961818.000000 Penalty: 3651.068604
	Iteration 1F: 3 clusters Score -9961818 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -9962305.000000 Penalty: 3651.068604
	Iteration 2Q: 3 clusters Score -9962305 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -9962920.000000 Penalty: 3651.068604
	Iteration 3Q: 3 clusters Score -9962920 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -9963655.000000 Penalty: 3651.068604
	Iteration 4Q: 3 clusters Score -9963655 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -9964884.000000 Penalty: 3651.068604
	Iteration 5Q: 3 clusters Score -9964884 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9966744.000000 Penalty: 3651.068604
	Iteration 6F: 3 clusters Score -9966744 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -9969378.000000 Penalty: 3651.068604
	Iteration 7F: 3 clusters Score -9969378 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -9972043.000000 Penalty: 3651.068604
	Iteration 8F: 3 clusters Score -9972043 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -9974848.000000 Penalty: 3651.068604
	Iteration 9F: 3 clusters Score -9974848 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9977982.000000 Penalty: 3651.068604
	Iteration 10F: 3 clusters Score -9977982 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -9980663.000000 Penalty: 3651.068604
	Iteration 11Q: 3 clusters Score -9980663 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -9982376.000000 Penalty: 3651.068604
	Iteration 12Q: 3 clusters Score -9982376 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -9983175.000000 Penalty: 3651.068604
	Iteration 13Q: 3 clusters Score -9983175 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -9983554.000000 Penalty: 3651.068604
	Iteration 14Q: 3 clusters Score -9983554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -9983712.000000 Penalty: 3651.068604
	Iteration 15Q: 3 clusters Score -9983712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -9983821.000000 Penalty: 3651.068604
	Iteration 16Q: 3 clusters Score -9983821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -9983896.000000 Penalty: 3651.068604
	Iteration 17Q: 3 clusters Score -9983896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -9983921.000000 Penalty: 3651.068604
	Iteration 18Q: 3 clusters Score -9983921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -9983949.000000 Penalty: 3651.068604
	Iteration 19Q: 3 clusters Score -9983949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -9983954.000000 Penalty: 3651.068604
	Iteration 20F: 3 clusters Score -9983954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -9983963.000000 Penalty: 3651.068604
	Iteration 21Q: 3 clusters Score -9983963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -9983974.000000 Penalty: 3651.068604
	Iteration 22Q: 3 clusters Score -9983974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9983984.000000 Penalty: 3651.068604
	Iteration 23Q: 3 clusters Score -9983984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -9983981.000000 Penalty: 3651.068604
	Iteration 24Q: 3 clusters Score -9983981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -9983984.000000 Penalty: 3651.068604
	Iteration 25Q: 3 clusters Score -9983984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9983983.000000 Penalty: 3651.068604
	Iteration 26Q: 3 clusters Score -9983983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -9983975.000000 Penalty: 3651.068604
	Iteration 27Q: 3 clusters Score -9983975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -9983975.000000 Penalty: 3651.068604
	Iteration 28Q: 3 clusters Score -9983975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -9983976.000000 Penalty: 3651.068604
	Iteration 29Q: 3 clusters Score -9983976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9983982.000000 Penalty: 3651.068604
	Iteration 30Q: 3 clusters Score -9983982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9983983.000000 Penalty: 3651.068604
	Iteration 31Q: 3 clusters Score -9983983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9983983.000000 Penalty: 3651.068604
	Iteration 32F: 3 clusters Score -9983983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Entering Unmasked Estep 
Score: -1600529.500000 Penalty: 1536.350098
	Iteration 0F: 2 clusters Score -1600530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1591597.125000 Penalty: 3072.700195
	Iteration 0F: 3 clusters Score -1591597 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1594576.000000 Penalty: 3072.700195
	Iteration 1F: 3 clusters Score -1594576 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1594833.375000 Penalty: 3072.700195
	Iteration 2F: 3 clusters Score -1594833 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1595061.125000 Penalty: 3072.700195
	Iteration 3Q: 3 clusters Score -1595061 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1595269.500000 Penalty: 3072.700195
	Iteration 4Q: 3 clusters Score -1595270 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1595467.625000 Penalty: 3072.700195
	Iteration 5Q: 3 clusters Score -1595468 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1595672.250000 Penalty: 3072.700195
	Iteration 6Q: 3 clusters Score -1595672 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1595897.000000 Penalty: 3072.700195
	Iteration 7Q: 3 clusters Score -1595897 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1596156.875000 Penalty: 3072.700195
	Iteration 8Q: 3 clusters Score -1596157 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1596477.500000 Penalty: 3072.700195
	Iteration 9Q: 3 clusters Score -1596478 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1596893.250000 Penalty: 3072.700195
	Iteration 10Q: 3 clusters Score -1596893 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1597325.750000 Penalty: 3072.700195
	Iteration 11Q: 3 clusters Score -1597326 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1597763.500000 Penalty: 3072.700195
	Iteration 12Q: 3 clusters Score -1597764 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1598099.125000 Penalty: 3072.700195
	Iteration 13Q: 3 clusters Score -1598099 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1598359.375000 Penalty: 3072.700195
	Iteration 14Q: 3 clusters Score -1598359 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1598658.500000 Penalty: 3072.700195
	Iteration 15Q: 3 clusters Score -1598658 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1598858.375000 Penalty: 3072.700195
	Iteration 16Q: 3 clusters Score -1598858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1599000.500000 Penalty: 3072.700195
	Iteration 17Q: 3 clusters Score -1599000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1599099.875000 Penalty: 3072.700195
	Iteration 18Q: 3 clusters Score -1599100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1599154.125000 Penalty: 3072.700195
	Iteration 19Q: 3 clusters Score -1599154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1599195.500000 Penalty: 3072.700195
	Iteration 20F: 3 clusters Score -1599196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1599222.250000 Penalty: 3072.700195
	Iteration 21Q: 3 clusters Score -1599222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1599243.125000 Penalty: 3072.700195
	Iteration 22Q: 3 clusters Score -1599243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1599255.500000 Penalty: 3072.700195
	Iteration 23Q: 3 clusters Score -1599256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1599266.375000 Penalty: 3072.700195
	Iteration 24Q: 3 clusters Score -1599266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1599278.125000 Penalty: 3072.700195
	Iteration 25Q: 3 clusters Score -1599278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1599292.500000 Penalty: 3072.700195
	Iteration 26Q: 3 clusters Score -1599292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1599306.125000 Penalty: 3072.700195
	Iteration 27Q: 3 clusters Score -1599306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1599317.750000 Penalty: 3072.700195
	Iteration 28Q: 3 clusters Score -1599318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1599328.125000 Penalty: 3072.700195
	Iteration 29Q: 3 clusters Score -1599328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1599332.500000 Penalty: 3072.700195
	Iteration 30Q: 3 clusters Score -1599332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1599337.125000 Penalty: 3072.700195
	Iteration 31Q: 3 clusters Score -1599337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1599343.500000 Penalty: 3072.700195
	Iteration 32Q: 3 clusters Score -1599344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1599343.000000 Penalty: 3072.700195
	Iteration 33Q: 3 clusters Score -1599343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1599348.250000 Penalty: 3072.700195
	Iteration 34Q: 3 clusters Score -1599348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1599347.625000 Penalty: 3072.700195
	Iteration 35Q: 3 clusters Score -1599348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1599348.750000 Penalty: 3072.700195
	Iteration 36Q: 3 clusters Score -1599349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1599351.125000 Penalty: 3072.700195
	Iteration 37Q: 3 clusters Score -1599351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1599354.500000 Penalty: 3072.700195
	Iteration 38Q: 3 clusters Score -1599354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1599357.000000 Penalty: 3072.700195
	Iteration 39Q: 3 clusters Score -1599357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1599357.000000 Penalty: 3072.700195
	Iteration 40F: 3 clusters Score -1599357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1599357.875000 Penalty: 3072.700195
	Iteration 41Q: 3 clusters Score -1599358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1599359.625000 Penalty: 3072.700195
	Iteration 42Q: 3 clusters Score -1599360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1599361.375000 Penalty: 3072.700195
	Iteration 43Q: 3 clusters Score -1599361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1599365.500000 Penalty: 3072.700195
	Iteration 44Q: 3 clusters Score -1599366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1599369.625000 Penalty: 3072.700195
	Iteration 45Q: 3 clusters Score -1599370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1599369.750000 Penalty: 3072.700195
	Iteration 46Q: 3 clusters Score -1599370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1599372.250000 Penalty: 3072.700195
	Iteration 47Q: 3 clusters Score -1599372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1599374.500000 Penalty: 3072.700195
	Iteration 48Q: 3 clusters Score -1599374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1599370.500000 Penalty: 3072.700195
	Iteration 49Q: 3 clusters Score -1599370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1599370.500000 Penalty: 3072.700195
	Iteration 50F: 3 clusters Score -1599370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (84613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Entering Unmasked Estep 
Score: -11229897.000000 Penalty: 1843.699585
	Iteration 0F: 2 clusters Score -1.12299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -11178730.000000 Penalty: 3687.399170
	Iteration 0F: 3 clusters Score -1.117873e+07 nChanged 40296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -11201848.000000 Penalty: 3687.399170
	Iteration 1F: 3 clusters Score -1.120185e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -11202601.000000 Penalty: 3687.399170
	Iteration 2Q: 3 clusters Score -1.12026e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -11203649.000000 Penalty: 3687.399170
	Iteration 3Q: 3 clusters Score -1.120365e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -11204801.000000 Penalty: 3687.399170
	Iteration 4Q: 3 clusters Score -1.12048e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -11206352.000000 Penalty: 3687.399170
	Iteration 5Q: 3 clusters Score -1.120635e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -11208073.000000 Penalty: 3687.399170
	Iteration 6Q: 3 clusters Score -1.120807e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -11210320.000000 Penalty: 3687.399170
	Iteration 7F: 3 clusters Score -1.121032e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -11213363.000000 Penalty: 3687.399170
	Iteration 8F: 3 clusters Score -1.121336e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -11217163.000000 Penalty: 3687.399170
	Iteration 9F: 3 clusters Score -1.121716e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -11220778.000000 Penalty: 3687.399170
	Iteration 10F: 3 clusters Score -1.122078e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -11222933.000000 Penalty: 3687.399170
	Iteration 11Q: 3 clusters Score -1.122293e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -11224341.000000 Penalty: 3687.399170
	Iteration 12Q: 3 clusters Score -1.122434e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -11225529.000000 Penalty: 3687.399170
	Iteration 13Q: 3 clusters Score -1.122553e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -11226551.000000 Penalty: 3687.399170
	Iteration 14Q: 3 clusters Score -1.122655e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -11227378.000000 Penalty: 3687.399170
	Iteration 15Q: 3 clusters Score -1.122738e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -11228080.000000 Penalty: 3687.399170
	Iteration 16Q: 3 clusters Score -1.122808e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -11228578.000000 Penalty: 3687.399170
	Iteration 17Q: 3 clusters Score -1.122858e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -11229000.000000 Penalty: 3687.399170
	Iteration 18Q: 3 clusters Score -1.1229e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -11229376.000000 Penalty: 3687.399170
	Iteration 19Q: 3 clusters Score -1.122938e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -11229664.000000 Penalty: 3687.399170
	Iteration 20F: 3 clusters Score -1.122966e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -11229851.000000 Penalty: 3687.399170
	Iteration 21Q: 3 clusters Score -1.122985e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -11230063.000000 Penalty: 3687.399170
	Iteration 22Q: 3 clusters Score -1.123006e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -11230248.000000 Penalty: 3687.399170
	Iteration 23Q: 3 clusters Score -1.123025e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -11230462.000000 Penalty: 3687.399170
	Iteration 24Q: 3 clusters Score -1.123046e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -11230637.000000 Penalty: 3687.399170
	Iteration 25Q: 3 clusters Score -1.123064e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -11230773.000000 Penalty: 3687.399170
	Iteration 26Q: 3 clusters Score -1.123077e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -11230919.000000 Penalty: 3687.399170
	Iteration 27Q: 3 clusters Score -1.123092e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -11231017.000000 Penalty: 3687.399170
	Iteration 28Q: 3 clusters Score -1.123102e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -11231000.000000 Penalty: 3687.399170
	Iteration 29Q: 3 clusters Score -1.1231e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -11231046.000000 Penalty: 3687.399170
	Iteration 30Q: 3 clusters Score -1.123105e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -11231014.000000 Penalty: 3687.399170
	Iteration 31Q: 3 clusters Score -1.123101e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -11231015.000000 Penalty: 3687.399170
	Iteration 32Q: 3 clusters Score -1.123102e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -11231016.000000 Penalty: 3687.399170
	Iteration 33Q: 3 clusters Score -1.123102e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -11231010.000000 Penalty: 3687.399170
	Iteration 34Q: 3 clusters Score -1.123101e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -11231014.000000 Penalty: 3687.399170
	Iteration 35Q: 3 clusters Score -1.123101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -11231014.000000 Penalty: 3687.399170
	Iteration 36Q: 3 clusters Score -1.123101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -11231024.000000 Penalty: 3687.399170
	Iteration 37Q: 3 clusters Score -1.123102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -11231024.000000 Penalty: 3687.399170
	Iteration 38Q: 3 clusters Score -1.123102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -11231026.000000 Penalty: 3687.399170
	Iteration 39Q: 3 clusters Score -1.123103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -11231025.000000 Penalty: 3687.399170
	Iteration 40F: 3 clusters Score -1.123102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -11231020.000000 Penalty: 3687.399170
	Iteration 41Q: 3 clusters Score -1.123102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -11231003.000000 Penalty: 3687.399170
	Iteration 42Q: 3 clusters Score -1.1231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -11231008.000000 Penalty: 3687.399170
	Iteration 43Q: 3 clusters Score -1.123101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -11230994.000000 Penalty: 3687.399170
	Iteration 44Q: 3 clusters Score -1.123099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -11231015.000000 Penalty: 3687.399170
	Iteration 45Q: 3 clusters Score -1.123102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -11231000.000000 Penalty: 3687.399170
	Iteration 46Q: 3 clusters Score -1.1231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -11231003.000000 Penalty: 3687.399170
	Iteration 47Q: 3 clusters Score -1.1231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -11231007.000000 Penalty: 3687.399170
	Iteration 48Q: 3 clusters Score -1.123101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -11231009.000000 Penalty: 3687.399170
	Iteration 49Q: 3 clusters Score -1.123101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -11231016.000000 Penalty: 3687.399170
	Iteration 50Q: 3 clusters Score -1.123102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -11231004.000000 Penalty: 3687.399170
	Iteration 51Q: 3 clusters Score -1.1231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -11231002.000000 Penalty: 3687.399170
	Iteration 52Q: 3 clusters Score -1.1231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -11230997.000000 Penalty: 3687.399170
	Iteration 53Q: 3 clusters Score -1.1231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -11230996.000000 Penalty: 3687.399170
	Iteration 54Q: 3 clusters Score -1.1231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -11231000.000000 Penalty: 3687.399170
	Iteration 55Q: 3 clusters Score -1.1231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -11231001.000000 Penalty: 3687.399170
	Iteration 56Q: 3 clusters Score -1.1231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -11231004.000000 Penalty: 3687.399170
	Iteration 57Q: 3 clusters Score -1.1231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -11231004.000000 Penalty: 3687.399170
	Iteration 58F: 3 clusters Score -1.1231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 72041 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 51821 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 18 contains 57033 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47990 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 75664 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 17811 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71036 members 
Mstep: Class 33 contains 80010 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3175 members 
Mstep: Class 36 contains 106722 members 
Mstep: Class 37 contains 15558 members 
Mstep: Class 38 contains 66802 members 
Entering Unmasked Estep 
Score: -127756096.000000 Penalty: 85314.296875
Splitting cluster 27 changes total score from -127756000.000000 to -127756096.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -478480.968750 Penalty: 1328.114380
	Iteration 0F: 2 clusters Score -478481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -475407.718750 Penalty: 2656.228760
	Iteration 0F: 3 clusters Score -475407.7 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -476167.500000 Penalty: 2656.228760
	Iteration 1F: 3 clusters Score -476167.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -476293.937500 Penalty: 2656.228760
	Iteration 2F: 3 clusters Score -476293.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -476360.062500 Penalty: 2656.228760
	Iteration 3Q: 3 clusters Score -476360.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -476417.031250 Penalty: 2656.228760
	Iteration 4Q: 3 clusters Score -476417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -476457.031250 Penalty: 2656.228760
	Iteration 5Q: 3 clusters Score -476457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -476486.718750 Penalty: 2656.228760
	Iteration 6Q: 3 clusters Score -476486.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -476511.906250 Penalty: 2656.228760
	Iteration 7Q: 3 clusters Score -476511.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -476533.343750 Penalty: 2656.228760
	Iteration 8Q: 3 clusters Score -476533.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -476553.437500 Penalty: 2656.228760
	Iteration 9Q: 3 clusters Score -476553.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -476568.218750 Penalty: 2656.228760
	Iteration 10Q: 3 clusters Score -476568.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -476578.375000 Penalty: 2656.228760
	Iteration 11Q: 3 clusters Score -476578.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -476585.343750 Penalty: 2656.228760
	Iteration 12Q: 3 clusters Score -476585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -476589.156250 Penalty: 2656.228760
	Iteration 13Q: 3 clusters Score -476589.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -476592.406250 Penalty: 2656.228760
	Iteration 14Q: 3 clusters Score -476592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -476595.718750 Penalty: 2656.228760
	Iteration 15Q: 3 clusters Score -476595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -476596.875000 Penalty: 2656.228760
	Iteration 16Q: 3 clusters Score -476596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -476600.343750 Penalty: 2656.228760
	Iteration 17Q: 3 clusters Score -476600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -476604.562500 Penalty: 2656.228760
	Iteration 18Q: 3 clusters Score -476604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -476606.343750 Penalty: 2656.228760
	Iteration 19Q: 3 clusters Score -476606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -476609.375000 Penalty: 2656.228760
	Iteration 20F: 3 clusters Score -476609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -476611.593750 Penalty: 2656.228760
	Iteration 21Q: 3 clusters Score -476611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -476614.687500 Penalty: 2656.228760
	Iteration 22Q: 3 clusters Score -476614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -476615.750000 Penalty: 2656.228760
	Iteration 23Q: 3 clusters Score -476615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -476617.343750 Penalty: 2656.228760
	Iteration 24Q: 3 clusters Score -476617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -476618.281250 Penalty: 2656.228760
	Iteration 25Q: 3 clusters Score -476618.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -476621.500000 Penalty: 2656.228760
	Iteration 26Q: 3 clusters Score -476621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -476624.250000 Penalty: 2656.228760
	Iteration 27Q: 3 clusters Score -476624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -476624.406250 Penalty: 2656.228760
	Iteration 28Q: 3 clusters Score -476624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -476625.718750 Penalty: 2656.228760
	Iteration 29Q: 3 clusters Score -476625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -476626.187500 Penalty: 2656.228760
	Iteration 30Q: 3 clusters Score -476626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -476627.843750 Penalty: 2656.228760
	Iteration 31Q: 3 clusters Score -476627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -476628.531250 Penalty: 2656.228760
	Iteration 32Q: 3 clusters Score -476628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -476631.656250 Penalty: 2656.228760
	Iteration 33Q: 3 clusters Score -476631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -476632.812500 Penalty: 2656.228760
	Iteration 34Q: 3 clusters Score -476632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -476633.718750 Penalty: 2656.228760
	Iteration 35Q: 3 clusters Score -476633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -476634.718750 Penalty: 2656.228760
	Iteration 36Q: 3 clusters Score -476634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -476635.000000 Penalty: 2656.228760
	Iteration 37Q: 3 clusters Score -476635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -476636.468750 Penalty: 2656.228760
	Iteration 38Q: 3 clusters Score -476636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -476637.843750 Penalty: 2656.228760
	Iteration 39Q: 3 clusters Score -476637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -476640.250000 Penalty: 2656.228760
	Iteration 40F: 3 clusters Score -476640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -476641.843750 Penalty: 2656.228760
	Iteration 41Q: 3 clusters Score -476641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -476644.750000 Penalty: 2656.228760
	Iteration 42Q: 3 clusters Score -476644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -476646.968750 Penalty: 2656.228760
	Iteration 43Q: 3 clusters Score -476647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -476647.062500 Penalty: 2656.228760
	Iteration 44Q: 3 clusters Score -476647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -476648.406250 Penalty: 2656.228760
	Iteration 45Q: 3 clusters Score -476648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -476648.531250 Penalty: 2656.228760
	Iteration 46Q: 3 clusters Score -476648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -476649.062500 Penalty: 2656.228760
	Iteration 47Q: 3 clusters Score -476649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -476649.062500 Penalty: 2656.228760
	Iteration 48F: 3 clusters Score -476649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Entering Unmasked Estep 
Score: -1004614.375000 Penalty: 1450.947144
	Iteration 0F: 2 clusters Score -1004614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -999033.687500 Penalty: 2901.894287
	Iteration 0F: 3 clusters Score -999033.7 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1000671.437500 Penalty: 2901.894287
	Iteration 1F: 3 clusters Score -1000671 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1000854.750000 Penalty: 2901.894287
	Iteration 2F: 3 clusters Score -1000855 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1000994.687500 Penalty: 2901.894287
	Iteration 3Q: 3 clusters Score -1000995 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1001118.562500 Penalty: 2901.894287
	Iteration 4Q: 3 clusters Score -1001119 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1001245.125000 Penalty: 2901.894287
	Iteration 5Q: 3 clusters Score -1001245 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1001372.625000 Penalty: 2901.894287
	Iteration 6Q: 3 clusters Score -1001373 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1001510.000000 Penalty: 2901.894287
	Iteration 7Q: 3 clusters Score -1001510 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1001659.187500 Penalty: 2901.894287
	Iteration 8Q: 3 clusters Score -1001659 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1001831.000000 Penalty: 2901.894287
	Iteration 9Q: 3 clusters Score -1001831 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1002009.000000 Penalty: 2901.894287
	Iteration 10Q: 3 clusters Score -1002009 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1002214.687500 Penalty: 2901.894287
	Iteration 11Q: 3 clusters Score -1002215 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1002431.625000 Penalty: 2901.894287
	Iteration 12Q: 3 clusters Score -1002432 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1002641.250000 Penalty: 2901.894287
	Iteration 13Q: 3 clusters Score -1002641 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1002836.375000 Penalty: 2901.894287
	Iteration 14Q: 3 clusters Score -1002836 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1002990.875000 Penalty: 2901.894287
	Iteration 15Q: 3 clusters Score -1002991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1003101.000000 Penalty: 2901.894287
	Iteration 16Q: 3 clusters Score -1003101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1003186.687500 Penalty: 2901.894287
	Iteration 17Q: 3 clusters Score -1003187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1003238.000000 Penalty: 2901.894287
	Iteration 18Q: 3 clusters Score -1003238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1003265.187500 Penalty: 2901.894287
	Iteration 19Q: 3 clusters Score -1003265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1003283.750000 Penalty: 2901.894287
	Iteration 20F: 3 clusters Score -1003284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1003300.000000 Penalty: 2901.894287
	Iteration 21Q: 3 clusters Score -1003300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1003310.437500 Penalty: 2901.894287
	Iteration 22Q: 3 clusters Score -1003310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1003323.187500 Penalty: 2901.894287
	Iteration 23Q: 3 clusters Score -1003323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1003339.312500 Penalty: 2901.894287
	Iteration 24Q: 3 clusters Score -1003339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1003355.312500 Penalty: 2901.894287
	Iteration 25Q: 3 clusters Score -1003355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1003356.875000 Penalty: 2901.894287
	Iteration 26Q: 3 clusters Score -1003357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1003359.250000 Penalty: 2901.894287
	Iteration 27Q: 3 clusters Score -1003359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1003365.750000 Penalty: 2901.894287
	Iteration 28Q: 3 clusters Score -1003366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1003373.250000 Penalty: 2901.894287
	Iteration 29Q: 3 clusters Score -1003373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1003379.187500 Penalty: 2901.894287
	Iteration 30Q: 3 clusters Score -1003379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1003389.250000 Penalty: 2901.894287
	Iteration 31Q: 3 clusters Score -1003389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1003392.375000 Penalty: 2901.894287
	Iteration 32Q: 3 clusters Score -1003392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1003394.000000 Penalty: 2901.894287
	Iteration 33Q: 3 clusters Score -1003394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1003394.000000 Penalty: 2901.894287
	Iteration 34F: 3 clusters Score -1003394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6892.097168 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6892.097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7052.816895 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -7052.817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7115.665527 Penalty: 1558.631958
	Iteration 2F: 3 clusters Score -7115.666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7121.529785 Penalty: 1558.631958
	Iteration 3Q: 3 clusters Score -7121.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7121.529785 Penalty: 1558.631958
	Iteration 4F: 3 clusters Score -7121.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -613052.500000 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -613052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -609182.312500 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -609182.3 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -610265.562500 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -610265.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -610399.062500 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -610399.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -610470.250000 Penalty: 2753.803223
	Iteration 3Q: 3 clusters Score -610470.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -610514.562500 Penalty: 2753.803223
	Iteration 4Q: 3 clusters Score -610514.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -610549.375000 Penalty: 2753.803223
	Iteration 5Q: 3 clusters Score -610549.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -610571.562500 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -610571.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -610597.312500 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -610597.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -610629.562500 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -610629.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -610658.187500 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -610658.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -610687.000000 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -610687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -610724.812500 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -610724.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -610767.375000 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -610767.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -610817.375000 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -610817.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -610887.312500 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -610887.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -610966.750000 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -610966.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -611043.437500 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -611043.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -611109.625000 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -611109.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -611186.812500 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -611186.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -611273.500000 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -611273.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -611347.875000 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -611347.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -611407.500000 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -611407.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -611456.375000 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -611456.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -611499.000000 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -611499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -611524.187500 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -611524.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -611551.687500 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -611551.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -611573.000000 Penalty: 2753.803223
	Iteration 26Q: 3 clusters Score -611573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -611587.562500 Penalty: 2753.803223
	Iteration 27Q: 3 clusters Score -611587.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -611601.937500 Penalty: 2753.803223
	Iteration 28Q: 3 clusters Score -611601.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -611613.062500 Penalty: 2753.803223
	Iteration 29Q: 3 clusters Score -611613.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -611623.625000 Penalty: 2753.803223
	Iteration 30Q: 3 clusters Score -611623.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -611631.187500 Penalty: 2753.803223
	Iteration 31Q: 3 clusters Score -611631.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -611640.500000 Penalty: 2753.803223
	Iteration 32Q: 3 clusters Score -611640.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -611649.625000 Penalty: 2753.803223
	Iteration 33Q: 3 clusters Score -611649.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -611655.812500 Penalty: 2753.803223
	Iteration 34Q: 3 clusters Score -611655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -611664.875000 Penalty: 2753.803223
	Iteration 35Q: 3 clusters Score -611664.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -611672.875000 Penalty: 2753.803223
	Iteration 36Q: 3 clusters Score -611672.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -611679.687500 Penalty: 2753.803223
	Iteration 37Q: 3 clusters Score -611679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -611686.250000 Penalty: 2753.803223
	Iteration 38Q: 3 clusters Score -611686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -611690.937500 Penalty: 2753.803223
	Iteration 39Q: 3 clusters Score -611690.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -611695.375000 Penalty: 2753.803223
	Iteration 40F: 3 clusters Score -611695.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -611700.312500 Penalty: 2753.803223
	Iteration 41Q: 3 clusters Score -611700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -611704.375000 Penalty: 2753.803223
	Iteration 42Q: 3 clusters Score -611704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -611706.625000 Penalty: 2753.803223
	Iteration 43Q: 3 clusters Score -611706.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -611711.125000 Penalty: 2753.803223
	Iteration 44Q: 3 clusters Score -611711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -611713.250000 Penalty: 2753.803223
	Iteration 45Q: 3 clusters Score -611713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -611715.937500 Penalty: 2753.803223
	Iteration 46Q: 3 clusters Score -611715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -611717.312500 Penalty: 2753.803223
	Iteration 47Q: 3 clusters Score -611717.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -611721.687500 Penalty: 2753.803223
	Iteration 48Q: 3 clusters Score -611721.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -611724.687500 Penalty: 2753.803223
	Iteration 49Q: 3 clusters Score -611724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -611725.125000 Penalty: 2753.803223
	Iteration 50Q: 3 clusters Score -611725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -611725.812500 Penalty: 2753.803223
	Iteration 51Q: 3 clusters Score -611725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -611728.062500 Penalty: 2753.803223
	Iteration 52Q: 3 clusters Score -611728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -611728.000000 Penalty: 2753.803223
	Iteration 53Q: 3 clusters Score -611728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -611729.312500 Penalty: 2753.803223
	Iteration 54Q: 3 clusters Score -611729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -611730.250000 Penalty: 2753.803223
	Iteration 55Q: 3 clusters Score -611730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -611731.500000 Penalty: 2753.803223
	Iteration 56Q: 3 clusters Score -611731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -611732.437500 Penalty: 2753.803223
	Iteration 57Q: 3 clusters Score -611732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -611731.875000 Penalty: 2753.803223
	Iteration 58Q: 3 clusters Score -611731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -611731.812500 Penalty: 2753.803223
	Iteration 59Q: 3 clusters Score -611731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -611731.812500 Penalty: 2753.803223
	Iteration 60F: 3 clusters Score -611731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (71036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Entering Unmasked Estep 
Score: -9403757.000000 Penalty: 1815.278076
	Iteration 0F: 2 clusters Score -9403757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9357322.000000 Penalty: 3630.556152
	Iteration 0F: 3 clusters Score -9357322 nChanged 33860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -9376779.000000 Penalty: 3630.556152
	Iteration 1F: 3 clusters Score -9376779 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -9377329.000000 Penalty: 3630.556152
	Iteration 2Q: 3 clusters Score -9377329 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -9377958.000000 Penalty: 3630.556152
	Iteration 3Q: 3 clusters Score -9377958 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -9378771.000000 Penalty: 3630.556152
	Iteration 4Q: 3 clusters Score -9378771 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -9379885.000000 Penalty: 3630.556152
	Iteration 5Q: 3 clusters Score -9379885 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -9381592.000000 Penalty: 3630.556152
	Iteration 6F: 3 clusters Score -9381592 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -9384050.000000 Penalty: 3630.556152
	Iteration 7F: 3 clusters Score -9384050 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -9387517.000000 Penalty: 3630.556152
	Iteration 8F: 3 clusters Score -9387517 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -9392058.000000 Penalty: 3630.556152
	Iteration 9F: 3 clusters Score -9392058 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -9396530.000000 Penalty: 3630.556152
	Iteration 10F: 3 clusters Score -9396530 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9399799.000000 Penalty: 3630.556152
	Iteration 11Q: 3 clusters Score -9399799 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9401381.000000 Penalty: 3630.556152
	Iteration 12Q: 3 clusters Score -9401381 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9401892.000000 Penalty: 3630.556152
	Iteration 13Q: 3 clusters Score -9401892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9402041.000000 Penalty: 3630.556152
	Iteration 14Q: 3 clusters Score -9402041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9402104.000000 Penalty: 3630.556152
	Iteration 15Q: 3 clusters Score -9402104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9402141.000000 Penalty: 3630.556152
	Iteration 16Q: 3 clusters Score -9402141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9402151.000000 Penalty: 3630.556152
	Iteration 17Q: 3 clusters Score -9402151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9402165.000000 Penalty: 3630.556152
	Iteration 18Q: 3 clusters Score -9402165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9402162.000000 Penalty: 3630.556152
	Iteration 19Q: 3 clusters Score -9402162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9402162.000000 Penalty: 3630.556152
	Iteration 20F: 3 clusters Score -9402162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9402174.000000 Penalty: 3630.556152
	Iteration 21Q: 3 clusters Score -9402174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9402178.000000 Penalty: 3630.556152
	Iteration 22Q: 3 clusters Score -9402178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9402179.000000 Penalty: 3630.556152
	Iteration 23Q: 3 clusters Score -9402179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9402179.000000 Penalty: 3630.556152
	Iteration 24F: 3 clusters Score -9402179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (80010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Entering Unmasked Estep 
Score: -10624201.000000 Penalty: 1834.609863
	Iteration 0F: 2 clusters Score -1.06242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -10574439.000000 Penalty: 3669.219727
	Iteration 0F: 3 clusters Score -1.057444e+07 nChanged 37924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -10596252.000000 Penalty: 3669.219727
	Iteration 1F: 3 clusters Score -1.059625e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -10596655.000000 Penalty: 3669.219727
	Iteration 2Q: 3 clusters Score -1.059666e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -10597195.000000 Penalty: 3669.219727
	Iteration 3Q: 3 clusters Score -1.05972e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -10597587.000000 Penalty: 3669.219727
	Iteration 4Q: 3 clusters Score -1.059759e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -10598072.000000 Penalty: 3669.219727
	Iteration 5Q: 3 clusters Score -1.059807e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -10598496.000000 Penalty: 3669.219727
	Iteration 6Q: 3 clusters Score -1.05985e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -10599032.000000 Penalty: 3669.219727
	Iteration 7Q: 3 clusters Score -1.059903e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -10599814.000000 Penalty: 3669.219727
	Iteration 8Q: 3 clusters Score -1.059981e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -10600902.000000 Penalty: 3669.219727
	Iteration 9Q: 3 clusters Score -1.06009e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -10602498.000000 Penalty: 3669.219727
	Iteration 10Q: 3 clusters Score -1.06025e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -10604664.000000 Penalty: 3669.219727
	Iteration 11F: 3 clusters Score -1.060466e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -10607555.000000 Penalty: 3669.219727
	Iteration 12F: 3 clusters Score -1.060756e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -10610939.000000 Penalty: 3669.219727
	Iteration 13F: 3 clusters Score -1.061094e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -10614211.000000 Penalty: 3669.219727
	Iteration 14F: 3 clusters Score -1.061421e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -10616745.000000 Penalty: 3669.219727
	Iteration 15Q: 3 clusters Score -1.061674e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -10618484.000000 Penalty: 3669.219727
	Iteration 16Q: 3 clusters Score -1.061848e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -10619682.000000 Penalty: 3669.219727
	Iteration 17Q: 3 clusters Score -1.061968e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -10620713.000000 Penalty: 3669.219727
	Iteration 18Q: 3 clusters Score -1.062071e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -10621610.000000 Penalty: 3669.219727
	Iteration 19Q: 3 clusters Score -1.062161e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -10622212.000000 Penalty: 3669.219727
	Iteration 20F: 3 clusters Score -1.062221e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -10622667.000000 Penalty: 3669.219727
	Iteration 21Q: 3 clusters Score -1.062267e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -10622985.000000 Penalty: 3669.219727
	Iteration 22Q: 3 clusters Score -1.062298e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -10623193.000000 Penalty: 3669.219727
	Iteration 23Q: 3 clusters Score -1.062319e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -10623365.000000 Penalty: 3669.219727
	Iteration 24Q: 3 clusters Score -1.062336e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -10623496.000000 Penalty: 3669.219727
	Iteration 25Q: 3 clusters Score -1.06235e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -10623636.000000 Penalty: 3669.219727
	Iteration 26Q: 3 clusters Score -1.062364e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -10623659.000000 Penalty: 3669.219727
	Iteration 27Q: 3 clusters Score -1.062366e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -10623685.000000 Penalty: 3669.219727
	Iteration 28Q: 3 clusters Score -1.062368e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -10623729.000000 Penalty: 3669.219727
	Iteration 29Q: 3 clusters Score -1.062373e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -10623729.000000 Penalty: 3669.219727
	Iteration 30Q: 3 clusters Score -1.062373e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -10623763.000000 Penalty: 3669.219727
	Iteration 31Q: 3 clusters Score -1.062376e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -10623748.000000 Penalty: 3669.219727
	Iteration 32Q: 3 clusters Score -1.062375e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -10623729.000000 Penalty: 3669.219727
	Iteration 33Q: 3 clusters Score -1.062373e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -10623685.000000 Penalty: 3669.219727
	Iteration 34Q: 3 clusters Score -1.062368e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -10623664.000000 Penalty: 3669.219727
	Iteration 35Q: 3 clusters Score -1.062366e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -10623669.000000 Penalty: 3669.219727
	Iteration 36Q: 3 clusters Score -1.062367e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -10623627.000000 Penalty: 3669.219727
	Iteration 37Q: 3 clusters Score -1.062363e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -10623597.000000 Penalty: 3669.219727
	Iteration 38Q: 3 clusters Score -1.06236e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -10623603.000000 Penalty: 3669.219727
	Iteration 39Q: 3 clusters Score -1.06236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -10623585.000000 Penalty: 3669.219727
	Iteration 40F: 3 clusters Score -1.062358e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -10623561.000000 Penalty: 3669.219727
	Iteration 41Q: 3 clusters Score -1.062356e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -10623545.000000 Penalty: 3669.219727
	Iteration 42Q: 3 clusters Score -1.062354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -10623555.000000 Penalty: 3669.219727
	Iteration 43Q: 3 clusters Score -1.062356e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -10623577.000000 Penalty: 3669.219727
	Iteration 44Q: 3 clusters Score -1.062358e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -10623585.000000 Penalty: 3669.219727
	Iteration 45Q: 3 clusters Score -1.062358e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -10623594.000000 Penalty: 3669.219727
	Iteration 46Q: 3 clusters Score -1.062359e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -10623550.000000 Penalty: 3669.219727
	Iteration 47Q: 3 clusters Score -1.062355e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -10623506.000000 Penalty: 3669.219727
	Iteration 48Q: 3 clusters Score -1.062351e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -10623477.000000 Penalty: 3669.219727
	Iteration 49Q: 3 clusters Score -1.062348e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -10623476.000000 Penalty: 3669.219727
	Iteration 50Q: 3 clusters Score -1.062348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -10623468.000000 Penalty: 3669.219727
	Iteration 51Q: 3 clusters Score -1.062347e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -10623460.000000 Penalty: 3669.219727
	Iteration 52Q: 3 clusters Score -1.062346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10623469.000000 Penalty: 3669.219727
	Iteration 53Q: 3 clusters Score -1.062347e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -10623447.000000 Penalty: 3669.219727
	Iteration 54Q: 3 clusters Score -1.062345e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -10623424.000000 Penalty: 3669.219727
	Iteration 55Q: 3 clusters Score -1.062342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -10623407.000000 Penalty: 3669.219727
	Iteration 56Q: 3 clusters Score -1.062341e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -10623398.000000 Penalty: 3669.219727
	Iteration 57Q: 3 clusters Score -1.06234e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -10623382.000000 Penalty: 3669.219727
	Iteration 58Q: 3 clusters Score -1.062338e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -10623390.000000 Penalty: 3669.219727
	Iteration 59Q: 3 clusters Score -1.062339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -10623384.000000 Penalty: 3669.219727
	Iteration 60F: 3 clusters Score -1.062338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -10623371.000000 Penalty: 3669.219727
	Iteration 61Q: 3 clusters Score -1.062337e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -10623379.000000 Penalty: 3669.219727
	Iteration 62Q: 3 clusters Score -1.062338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -10623371.000000 Penalty: 3669.219727
	Iteration 63Q: 3 clusters Score -1.062337e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -10623368.000000 Penalty: 3669.219727
	Iteration 64Q: 3 clusters Score -1.062337e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -10623359.000000 Penalty: 3669.219727
	Iteration 65Q: 3 clusters Score -1.062336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -10623361.000000 Penalty: 3669.219727
	Iteration 66Q: 3 clusters Score -1.062336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -10623375.000000 Penalty: 3669.219727
	Iteration 67Q: 3 clusters Score -1.062338e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -10623355.000000 Penalty: 3669.219727
	Iteration 68Q: 3 clusters Score -1.062336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -10623346.000000 Penalty: 3669.219727
	Iteration 69Q: 3 clusters Score -1.062335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -10623348.000000 Penalty: 3669.219727
	Iteration 70Q: 3 clusters Score -1.062335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -10623334.000000 Penalty: 3669.219727
	Iteration 71Q: 3 clusters Score -1.062333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -10623320.000000 Penalty: 3669.219727
	Iteration 72Q: 3 clusters Score -1.062332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -10623322.000000 Penalty: 3669.219727
	Iteration 73Q: 3 clusters Score -1.062332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -10623328.000000 Penalty: 3669.219727
	Iteration 74Q: 3 clusters Score -1.062333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -10623320.000000 Penalty: 3669.219727
	Iteration 75Q: 3 clusters Score -1.062332e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -10623313.000000 Penalty: 3669.219727
	Iteration 76Q: 3 clusters Score -1.062331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -10623322.000000 Penalty: 3669.219727
	Iteration 77Q: 3 clusters Score -1.062332e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -10623318.000000 Penalty: 3669.219727
	Iteration 78Q: 3 clusters Score -1.062332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -10623296.000000 Penalty: 3669.219727
	Iteration 79Q: 3 clusters Score -1.06233e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -10623293.000000 Penalty: 3669.219727
	Iteration 80F: 3 clusters Score -1.062329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -10623291.000000 Penalty: 3669.219727
	Iteration 81Q: 3 clusters Score -1.062329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -10623296.000000 Penalty: 3669.219727
	Iteration 82Q: 3 clusters Score -1.06233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -10623295.000000 Penalty: 3669.219727
	Iteration 83Q: 3 clusters Score -1.06233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -10623274.000000 Penalty: 3669.219727
	Iteration 84Q: 3 clusters Score -1.062327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -10623287.000000 Penalty: 3669.219727
	Iteration 85Q: 3 clusters Score -1.062329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -10623289.000000 Penalty: 3669.219727
	Iteration 86Q: 3 clusters Score -1.062329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -10623268.000000 Penalty: 3669.219727
	Iteration 87Q: 3 clusters Score -1.062327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -10623256.000000 Penalty: 3669.219727
	Iteration 88Q: 3 clusters Score -1.062326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -10623266.000000 Penalty: 3669.219727
	Iteration 89Q: 3 clusters Score -1.062327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -10623263.000000 Penalty: 3669.219727
	Iteration 90Q: 3 clusters Score -1.062326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -10623278.000000 Penalty: 3669.219727
	Iteration 91Q: 3 clusters Score -1.062328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -10623259.000000 Penalty: 3669.219727
	Iteration 92Q: 3 clusters Score -1.062326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -10623237.000000 Penalty: 3669.219727
	Iteration 93Q: 3 clusters Score -1.062324e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -10623235.000000 Penalty: 3669.219727
	Iteration 94Q: 3 clusters Score -1.062324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -10623249.000000 Penalty: 3669.219727
	Iteration 95Q: 3 clusters Score -1.062325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -10623241.000000 Penalty: 3669.219727
	Iteration 96Q: 3 clusters Score -1.062324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -10623235.000000 Penalty: 3669.219727
	Iteration 97Q: 3 clusters Score -1.062324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 70392 members 
Entering Unmasked Estep 
Score: -10623241.000000 Penalty: 3669.219727
	Iteration 98Q: 3 clusters Score -1.062324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -10623236.000000 Penalty: 3669.219727
	Iteration 99Q: 3 clusters Score -1.062324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -10623215.000000 Penalty: 3669.219727
	Iteration 100F: 3 clusters Score -1.062322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -10623218.000000 Penalty: 3669.219727
	Iteration 101Q: 3 clusters Score -1.062322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -10623202.000000 Penalty: 3669.219727
	Iteration 102Q: 3 clusters Score -1.06232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -10623227.000000 Penalty: 3669.219727
	Iteration 103Q: 3 clusters Score -1.062323e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -10623210.000000 Penalty: 3669.219727
	Iteration 104Q: 3 clusters Score -1.062321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -10623194.000000 Penalty: 3669.219727
	Iteration 105Q: 3 clusters Score -1.062319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -10623185.000000 Penalty: 3669.219727
	Iteration 106Q: 3 clusters Score -1.062318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -10623185.000000 Penalty: 3669.219727
	Iteration 107Q: 3 clusters Score -1.062318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -10623174.000000 Penalty: 3669.219727
	Iteration 108Q: 3 clusters Score -1.062317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -10623174.000000 Penalty: 3669.219727
	Iteration 109Q: 3 clusters Score -1.062317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -10623184.000000 Penalty: 3669.219727
	Iteration 110Q: 3 clusters Score -1.062318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -10623198.000000 Penalty: 3669.219727
	Iteration 111Q: 3 clusters Score -1.06232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -10623182.000000 Penalty: 3669.219727
	Iteration 112Q: 3 clusters Score -1.062318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -10623165.000000 Penalty: 3669.219727
	Iteration 113Q: 3 clusters Score -1.062316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -10623149.000000 Penalty: 3669.219727
	Iteration 114Q: 3 clusters Score -1.062315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -10623139.000000 Penalty: 3669.219727
	Iteration 115Q: 3 clusters Score -1.062314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -10623140.000000 Penalty: 3669.219727
	Iteration 116Q: 3 clusters Score -1.062314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -10623135.000000 Penalty: 3669.219727
	Iteration 117Q: 3 clusters Score -1.062314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -10623127.000000 Penalty: 3669.219727
	Iteration 118Q: 3 clusters Score -1.062313e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -10623121.000000 Penalty: 3669.219727
	Iteration 119Q: 3 clusters Score -1.062312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -10623121.000000 Penalty: 3669.219727
	Iteration 120F: 3 clusters Score -1.062312e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -10623137.000000 Penalty: 3669.219727
	Iteration 121Q: 3 clusters Score -1.062314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -10623135.000000 Penalty: 3669.219727
	Iteration 122Q: 3 clusters Score -1.062314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -10623149.000000 Penalty: 3669.219727
	Iteration 123Q: 3 clusters Score -1.062315e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -10623157.000000 Penalty: 3669.219727
	Iteration 124Q: 3 clusters Score -1.062316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -10623144.000000 Penalty: 3669.219727
	Iteration 125Q: 3 clusters Score -1.062314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -10623146.000000 Penalty: 3669.219727
	Iteration 126Q: 3 clusters Score -1.062315e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -10623146.000000 Penalty: 3669.219727
	Iteration 127Q: 3 clusters Score -1.062315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -10623144.000000 Penalty: 3669.219727
	Iteration 128Q: 3 clusters Score -1.062314e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -10623149.000000 Penalty: 3669.219727
	Iteration 129Q: 3 clusters Score -1.062315e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -10623148.000000 Penalty: 3669.219727
	Iteration 130Q: 3 clusters Score -1.062315e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -10623146.000000 Penalty: 3669.219727
	Iteration 131Q: 3 clusters Score -1.062315e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -10623120.000000 Penalty: 3669.219727
	Iteration 132Q: 3 clusters Score -1.062312e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -10623128.000000 Penalty: 3669.219727
	Iteration 133Q: 3 clusters Score -1.062313e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -10623115.000000 Penalty: 3669.219727
	Iteration 134Q: 3 clusters Score -1.062312e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -10623111.000000 Penalty: 3669.219727
	Iteration 135Q: 3 clusters Score -1.062311e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -10623102.000000 Penalty: 3669.219727
	Iteration 136Q: 3 clusters Score -1.06231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -10623113.000000 Penalty: 3669.219727
	Iteration 137Q: 3 clusters Score -1.062311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -10623101.000000 Penalty: 3669.219727
	Iteration 138Q: 3 clusters Score -1.06231e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -10623085.000000 Penalty: 3669.219727
	Iteration 139Q: 3 clusters Score -1.062308e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -10623071.000000 Penalty: 3669.219727
	Iteration 140F: 3 clusters Score -1.062307e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -10623082.000000 Penalty: 3669.219727
	Iteration 141Q: 3 clusters Score -1.062308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -10623091.000000 Penalty: 3669.219727
	Iteration 142Q: 3 clusters Score -1.062309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10623090.000000 Penalty: 3669.219727
	Iteration 143Q: 3 clusters Score -1.062309e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -10623078.000000 Penalty: 3669.219727
	Iteration 144Q: 3 clusters Score -1.062308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -10623055.000000 Penalty: 3669.219727
	Iteration 145Q: 3 clusters Score -1.062306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -10623050.000000 Penalty: 3669.219727
	Iteration 146Q: 3 clusters Score -1.062305e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -10623062.000000 Penalty: 3669.219727
	Iteration 147Q: 3 clusters Score -1.062306e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -10623046.000000 Penalty: 3669.219727
	Iteration 148Q: 3 clusters Score -1.062305e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -10623020.000000 Penalty: 3669.219727
	Iteration 149Q: 3 clusters Score -1.062302e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -10622978.000000 Penalty: 3669.219727
	Iteration 150Q: 3 clusters Score -1.062298e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -10622967.000000 Penalty: 3669.219727
	Iteration 151Q: 3 clusters Score -1.062297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -10622957.000000 Penalty: 3669.219727
	Iteration 152Q: 3 clusters Score -1.062296e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -10622939.000000 Penalty: 3669.219727
	Iteration 153Q: 3 clusters Score -1.062294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -10622928.000000 Penalty: 3669.219727
	Iteration 154Q: 3 clusters Score -1.062293e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -10622926.000000 Penalty: 3669.219727
	Iteration 155Q: 3 clusters Score -1.062293e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -10622925.000000 Penalty: 3669.219727
	Iteration 156Q: 3 clusters Score -1.062292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -10622921.000000 Penalty: 3669.219727
	Iteration 157Q: 3 clusters Score -1.062292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -10622948.000000 Penalty: 3669.219727
	Iteration 158Q: 3 clusters Score -1.062295e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -10622929.000000 Penalty: 3669.219727
	Iteration 159Q: 3 clusters Score -1.062293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -10622926.000000 Penalty: 3669.219727
	Iteration 160F: 3 clusters Score -1.062293e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -10622948.000000 Penalty: 3669.219727
	Iteration 161Q: 3 clusters Score -1.062295e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -10622943.000000 Penalty: 3669.219727
	Iteration 162Q: 3 clusters Score -1.062294e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -10622923.000000 Penalty: 3669.219727
	Iteration 163Q: 3 clusters Score -1.062292e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -10622933.000000 Penalty: 3669.219727
	Iteration 164Q: 3 clusters Score -1.062293e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -10622918.000000 Penalty: 3669.219727
	Iteration 165Q: 3 clusters Score -1.062292e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -10622941.000000 Penalty: 3669.219727
	Iteration 166Q: 3 clusters Score -1.062294e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -10622953.000000 Penalty: 3669.219727
	Iteration 167Q: 3 clusters Score -1.062295e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -10622946.000000 Penalty: 3669.219727
	Iteration 168Q: 3 clusters Score -1.062295e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -10622928.000000 Penalty: 3669.219727
	Iteration 169Q: 3 clusters Score -1.062293e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -10622923.000000 Penalty: 3669.219727
	Iteration 170Q: 3 clusters Score -1.062292e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -10622902.000000 Penalty: 3669.219727
	Iteration 171Q: 3 clusters Score -1.06229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -10622898.000000 Penalty: 3669.219727
	Iteration 172Q: 3 clusters Score -1.06229e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -10622888.000000 Penalty: 3669.219727
	Iteration 173Q: 3 clusters Score -1.062289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -10622866.000000 Penalty: 3669.219727
	Iteration 174Q: 3 clusters Score -1.062287e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -10622857.000000 Penalty: 3669.219727
	Iteration 175Q: 3 clusters Score -1.062286e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -10622855.000000 Penalty: 3669.219727
	Iteration 176Q: 3 clusters Score -1.062286e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -10622841.000000 Penalty: 3669.219727
	Iteration 177Q: 3 clusters Score -1.062284e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -10622832.000000 Penalty: 3669.219727
	Iteration 178Q: 3 clusters Score -1.062283e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -10622828.000000 Penalty: 3669.219727
	Iteration 179Q: 3 clusters Score -1.062283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -10622820.000000 Penalty: 3669.219727
	Iteration 180F: 3 clusters Score -1.062282e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -10622838.000000 Penalty: 3669.219727
	Iteration 181Q: 3 clusters Score -1.062284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -10622848.000000 Penalty: 3669.219727
	Iteration 182Q: 3 clusters Score -1.062285e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -10622834.000000 Penalty: 3669.219727
	Iteration 183Q: 3 clusters Score -1.062283e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -10622844.000000 Penalty: 3669.219727
	Iteration 184Q: 3 clusters Score -1.062284e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -10622852.000000 Penalty: 3669.219727
	Iteration 185Q: 3 clusters Score -1.062285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -10622839.000000 Penalty: 3669.219727
	Iteration 186Q: 3 clusters Score -1.062284e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10622844.000000 Penalty: 3669.219727
	Iteration 187Q: 3 clusters Score -1.062284e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -10622857.000000 Penalty: 3669.219727
	Iteration 188Q: 3 clusters Score -1.062286e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -10622837.000000 Penalty: 3669.219727
	Iteration 189Q: 3 clusters Score -1.062284e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -10622831.000000 Penalty: 3669.219727
	Iteration 190Q: 3 clusters Score -1.062283e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -10622828.000000 Penalty: 3669.219727
	Iteration 191Q: 3 clusters Score -1.062283e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -10622851.000000 Penalty: 3669.219727
	Iteration 192Q: 3 clusters Score -1.062285e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -10622829.000000 Penalty: 3669.219727
	Iteration 193Q: 3 clusters Score -1.062283e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -10622829.000000 Penalty: 3669.219727
	Iteration 194Q: 3 clusters Score -1.062283e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -10622816.000000 Penalty: 3669.219727
	Iteration 195Q: 3 clusters Score -1.062282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -10622798.000000 Penalty: 3669.219727
	Iteration 196Q: 3 clusters Score -1.06228e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -10622798.000000 Penalty: 3669.219727
	Iteration 197Q: 3 clusters Score -1.06228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -10622833.000000 Penalty: 3669.219727
	Iteration 198Q: 3 clusters Score -1.062283e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -10622838.000000 Penalty: 3669.219727
	Iteration 199Q: 3 clusters Score -1.062284e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -10622828.000000 Penalty: 3669.219727
	Iteration 200F: 3 clusters Score -1.062283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -10622841.000000 Penalty: 3669.219727
	Iteration 201Q: 3 clusters Score -1.062284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -10622818.000000 Penalty: 3669.219727
	Iteration 202Q: 3 clusters Score -1.062282e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -10622771.000000 Penalty: 3669.219727
	Iteration 203Q: 3 clusters Score -1.062277e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -10622758.000000 Penalty: 3669.219727
	Iteration 204Q: 3 clusters Score -1.062276e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -10622780.000000 Penalty: 3669.219727
	Iteration 205Q: 3 clusters Score -1.062278e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -10622772.000000 Penalty: 3669.219727
	Iteration 206Q: 3 clusters Score -1.062277e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -10622777.000000 Penalty: 3669.219727
	Iteration 207Q: 3 clusters Score -1.062278e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -10622763.000000 Penalty: 3669.219727
	Iteration 208Q: 3 clusters Score -1.062276e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -10622753.000000 Penalty: 3669.219727
	Iteration 209Q: 3 clusters Score -1.062275e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -10622754.000000 Penalty: 3669.219727
	Iteration 210Q: 3 clusters Score -1.062275e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -10622755.000000 Penalty: 3669.219727
	Iteration 211Q: 3 clusters Score -1.062276e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -10622721.000000 Penalty: 3669.219727
	Iteration 212Q: 3 clusters Score -1.062272e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -10622724.000000 Penalty: 3669.219727
	Iteration 213Q: 3 clusters Score -1.062272e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -10622709.000000 Penalty: 3669.219727
	Iteration 214Q: 3 clusters Score -1.062271e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -10622706.000000 Penalty: 3669.219727
	Iteration 215Q: 3 clusters Score -1.062271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -10622709.000000 Penalty: 3669.219727
	Iteration 216Q: 3 clusters Score -1.062271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -10622736.000000 Penalty: 3669.219727
	Iteration 217Q: 3 clusters Score -1.062274e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -10622731.000000 Penalty: 3669.219727
	Iteration 218Q: 3 clusters Score -1.062273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -10622736.000000 Penalty: 3669.219727
	Iteration 219Q: 3 clusters Score -1.062274e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -10622734.000000 Penalty: 3669.219727
	Iteration 220F: 3 clusters Score -1.062273e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -10622726.000000 Penalty: 3669.219727
	Iteration 221Q: 3 clusters Score -1.062273e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -10622735.000000 Penalty: 3669.219727
	Iteration 222Q: 3 clusters Score -1.062274e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -10622763.000000 Penalty: 3669.219727
	Iteration 223Q: 3 clusters Score -1.062276e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -10622765.000000 Penalty: 3669.219727
	Iteration 224Q: 3 clusters Score -1.062276e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -10622788.000000 Penalty: 3669.219727
	Iteration 225Q: 3 clusters Score -1.062279e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -10622791.000000 Penalty: 3669.219727
	Iteration 226Q: 3 clusters Score -1.062279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -10622774.000000 Penalty: 3669.219727
	Iteration 227Q: 3 clusters Score -1.062277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -10622767.000000 Penalty: 3669.219727
	Iteration 228Q: 3 clusters Score -1.062277e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -10622772.000000 Penalty: 3669.219727
	Iteration 229Q: 3 clusters Score -1.062277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -10622786.000000 Penalty: 3669.219727
	Iteration 230Q: 3 clusters Score -1.062279e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -10622783.000000 Penalty: 3669.219727
	Iteration 231Q: 3 clusters Score -1.062278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -10622787.000000 Penalty: 3669.219727
	Iteration 232Q: 3 clusters Score -1.062279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -10622812.000000 Penalty: 3669.219727
	Iteration 233Q: 3 clusters Score -1.062281e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10622839.000000 Penalty: 3669.219727
	Iteration 234Q: 3 clusters Score -1.062284e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -10622855.000000 Penalty: 3669.219727
	Iteration 235Q: 3 clusters Score -1.062286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -10622855.000000 Penalty: 3669.219727
	Iteration 236Q: 3 clusters Score -1.062286e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -10622863.000000 Penalty: 3669.219727
	Iteration 237Q: 3 clusters Score -1.062286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -10622856.000000 Penalty: 3669.219727
	Iteration 238Q: 3 clusters Score -1.062286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -10622853.000000 Penalty: 3669.219727
	Iteration 239Q: 3 clusters Score -1.062285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -10622865.000000 Penalty: 3669.219727
	Iteration 240F: 3 clusters Score -1.062286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -10622866.000000 Penalty: 3669.219727
	Iteration 241Q: 3 clusters Score -1.062287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -10622858.000000 Penalty: 3669.219727
	Iteration 242Q: 3 clusters Score -1.062286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -10622853.000000 Penalty: 3669.219727
	Iteration 243Q: 3 clusters Score -1.062285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -10622863.000000 Penalty: 3669.219727
	Iteration 244Q: 3 clusters Score -1.062286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -10622868.000000 Penalty: 3669.219727
	Iteration 245Q: 3 clusters Score -1.062287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -10622865.000000 Penalty: 3669.219727
	Iteration 246Q: 3 clusters Score -1.062286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -10622857.000000 Penalty: 3669.219727
	Iteration 247Q: 3 clusters Score -1.062286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -10622858.000000 Penalty: 3669.219727
	Iteration 248Q: 3 clusters Score -1.062286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -10622866.000000 Penalty: 3669.219727
	Iteration 249Q: 3 clusters Score -1.062287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -10622867.000000 Penalty: 3669.219727
	Iteration 250Q: 3 clusters Score -1.062287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -10622862.000000 Penalty: 3669.219727
	Iteration 251Q: 3 clusters Score -1.062286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -10622862.000000 Penalty: 3669.219727
	Iteration 252Q: 3 clusters Score -1.062286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -10622872.000000 Penalty: 3669.219727
	Iteration 253Q: 3 clusters Score -1.062287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -10622873.000000 Penalty: 3669.219727
	Iteration 254Q: 3 clusters Score -1.062287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -10622865.000000 Penalty: 3669.219727
	Iteration 255Q: 3 clusters Score -1.062286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -10622867.000000 Penalty: 3669.219727
	Iteration 256Q: 3 clusters Score -1.062287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10622865.000000 Penalty: 3669.219727
	Iteration 257Q: 3 clusters Score -1.062286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -10622868.000000 Penalty: 3669.219727
	Iteration 258Q: 3 clusters Score -1.062287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10622871.000000 Penalty: 3669.219727
	Iteration 259Q: 3 clusters Score -1.062287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -10622874.000000 Penalty: 3669.219727
	Iteration 260F: 3 clusters Score -1.062287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -10622873.000000 Penalty: 3669.219727
	Iteration 261Q: 3 clusters Score -1.062287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -10622876.000000 Penalty: 3669.219727
	Iteration 262Q: 3 clusters Score -1.062288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -10622872.000000 Penalty: 3669.219727
	Iteration 263Q: 3 clusters Score -1.062287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -10622876.000000 Penalty: 3669.219727
	Iteration 264Q: 3 clusters Score -1.062288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10622875.000000 Penalty: 3669.219727
	Iteration 265Q: 3 clusters Score -1.062288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -10622869.000000 Penalty: 3669.219727
	Iteration 266Q: 3 clusters Score -1.062287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -10622865.000000 Penalty: 3669.219727
	Iteration 267Q: 3 clusters Score -1.062286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -10622870.000000 Penalty: 3669.219727
	Iteration 268Q: 3 clusters Score -1.062287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -10622870.000000 Penalty: 3669.219727
	Iteration 269Q: 3 clusters Score -1.062287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -10622863.000000 Penalty: 3669.219727
	Iteration 270Q: 3 clusters Score -1.062286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -10622862.000000 Penalty: 3669.219727
	Iteration 271Q: 3 clusters Score -1.062286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -10622862.000000 Penalty: 3669.219727
	Iteration 272F: 3 clusters Score -1.062286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -236090.171875 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -236090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -234083.796875 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -234083.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234482.843750 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -234482.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -234576.859375 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -234576.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234644.859375 Penalty: 2449.145020
	Iteration 3Q: 3 clusters Score -234644.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -234686.734375 Penalty: 2449.145020
	Iteration 4Q: 3 clusters Score -234686.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -234727.109375 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -234727.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234761.265625 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -234761.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234794.578125 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -234794.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234812.859375 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -234812.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234827.031250 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -234827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234842.625000 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -234842.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234857.531250 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -234857.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234871.140625 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -234871.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234877.187500 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -234877.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234883.515625 Penalty: 2449.145020
	Iteration 14Q: 3 clusters Score -234883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234884.937500 Penalty: 2449.145020
	Iteration 15Q: 3 clusters Score -234884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -234887.187500 Penalty: 2449.145020
	Iteration 16Q: 3 clusters Score -234887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -234888.187500 Penalty: 2449.145020
	Iteration 17Q: 3 clusters Score -234888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -234888.625000 Penalty: 2449.145020
	Iteration 18Q: 3 clusters Score -234888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234889.156250 Penalty: 2449.145020
	Iteration 19Q: 3 clusters Score -234889.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234889.156250 Penalty: 2449.145020
	Iteration 20F: 3 clusters Score -234889.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -418875.718750 Penalty: 1310.247681
	Iteration 0F: 2 clusters Score -418875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -416050.500000 Penalty: 2620.495361
	Iteration 0F: 3 clusters Score -416050.5 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -416700.250000 Penalty: 2620.495361
	Iteration 1F: 3 clusters Score -416700.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -416825.812500 Penalty: 2620.495361
	Iteration 2F: 3 clusters Score -416825.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -416891.156250 Penalty: 2620.495361
	Iteration 3Q: 3 clusters Score -416891.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -416921.187500 Penalty: 2620.495361
	Iteration 4Q: 3 clusters Score -416921.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -416940.968750 Penalty: 2620.495361
	Iteration 5Q: 3 clusters Score -416941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -416964.093750 Penalty: 2620.495361
	Iteration 6Q: 3 clusters Score -416964.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -416981.625000 Penalty: 2620.495361
	Iteration 7Q: 3 clusters Score -416981.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -417002.156250 Penalty: 2620.495361
	Iteration 8Q: 3 clusters Score -417002.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -417019.062500 Penalty: 2620.495361
	Iteration 9Q: 3 clusters Score -417019.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -417030.500000 Penalty: 2620.495361
	Iteration 10Q: 3 clusters Score -417030.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -417044.531250 Penalty: 2620.495361
	Iteration 11Q: 3 clusters Score -417044.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -417056.937500 Penalty: 2620.495361
	Iteration 12Q: 3 clusters Score -417056.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -417073.218750 Penalty: 2620.495361
	Iteration 13Q: 3 clusters Score -417073.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -417086.562500 Penalty: 2620.495361
	Iteration 14Q: 3 clusters Score -417086.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -417100.500000 Penalty: 2620.495361
	Iteration 15Q: 3 clusters Score -417100.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -417111.625000 Penalty: 2620.495361
	Iteration 16Q: 3 clusters Score -417111.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -417123.625000 Penalty: 2620.495361
	Iteration 17Q: 3 clusters Score -417123.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -417138.062500 Penalty: 2620.495361
	Iteration 18Q: 3 clusters Score -417138.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -417152.250000 Penalty: 2620.495361
	Iteration 19Q: 3 clusters Score -417152.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -417168.406250 Penalty: 2620.495361
	Iteration 20F: 3 clusters Score -417168.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -417183.093750 Penalty: 2620.495361
	Iteration 21Q: 3 clusters Score -417183.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -417196.656250 Penalty: 2620.495361
	Iteration 22Q: 3 clusters Score -417196.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -417210.031250 Penalty: 2620.495361
	Iteration 23Q: 3 clusters Score -417210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -417228.500000 Penalty: 2620.495361
	Iteration 24Q: 3 clusters Score -417228.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -417244.687500 Penalty: 2620.495361
	Iteration 25Q: 3 clusters Score -417244.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -417258.125000 Penalty: 2620.495361
	Iteration 26Q: 3 clusters Score -417258.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -417273.125000 Penalty: 2620.495361
	Iteration 27Q: 3 clusters Score -417273.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -417293.468750 Penalty: 2620.495361
	Iteration 28Q: 3 clusters Score -417293.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -417313.531250 Penalty: 2620.495361
	Iteration 29Q: 3 clusters Score -417313.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -417337.156250 Penalty: 2620.495361
	Iteration 30Q: 3 clusters Score -417337.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -417362.906250 Penalty: 2620.495361
	Iteration 31Q: 3 clusters Score -417362.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -417393.187500 Penalty: 2620.495361
	Iteration 32Q: 3 clusters Score -417393.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -417417.156250 Penalty: 2620.495361
	Iteration 33Q: 3 clusters Score -417417.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -417437.593750 Penalty: 2620.495361
	Iteration 34Q: 3 clusters Score -417437.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -417455.187500 Penalty: 2620.495361
	Iteration 35Q: 3 clusters Score -417455.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -417477.250000 Penalty: 2620.495361
	Iteration 36Q: 3 clusters Score -417477.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -417499.343750 Penalty: 2620.495361
	Iteration 37Q: 3 clusters Score -417499.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -417519.562500 Penalty: 2620.495361
	Iteration 38Q: 3 clusters Score -417519.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -417545.750000 Penalty: 2620.495361
	Iteration 39Q: 3 clusters Score -417545.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -417569.750000 Penalty: 2620.495361
	Iteration 40F: 3 clusters Score -417569.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -417596.312500 Penalty: 2620.495361
	Iteration 41Q: 3 clusters Score -417596.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -417617.812500 Penalty: 2620.495361
	Iteration 42Q: 3 clusters Score -417617.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -417639.125000 Penalty: 2620.495361
	Iteration 43Q: 3 clusters Score -417639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -417653.125000 Penalty: 2620.495361
	Iteration 44Q: 3 clusters Score -417653.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -417664.875000 Penalty: 2620.495361
	Iteration 45Q: 3 clusters Score -417664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -417678.125000 Penalty: 2620.495361
	Iteration 46Q: 3 clusters Score -417678.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -417685.937500 Penalty: 2620.495361
	Iteration 47Q: 3 clusters Score -417685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -417691.343750 Penalty: 2620.495361
	Iteration 48Q: 3 clusters Score -417691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -417696.843750 Penalty: 2620.495361
	Iteration 49Q: 3 clusters Score -417696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -417700.531250 Penalty: 2620.495361
	Iteration 50Q: 3 clusters Score -417700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -417706.312500 Penalty: 2620.495361
	Iteration 51Q: 3 clusters Score -417706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -417709.062500 Penalty: 2620.495361
	Iteration 52Q: 3 clusters Score -417709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -417711.812500 Penalty: 2620.495361
	Iteration 53Q: 3 clusters Score -417711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -417712.437500 Penalty: 2620.495361
	Iteration 54Q: 3 clusters Score -417712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -417714.406250 Penalty: 2620.495361
	Iteration 55Q: 3 clusters Score -417714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -417716.593750 Penalty: 2620.495361
	Iteration 56Q: 3 clusters Score -417716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -417718.375000 Penalty: 2620.495361
	Iteration 57Q: 3 clusters Score -417718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -417723.906250 Penalty: 2620.495361
	Iteration 58Q: 3 clusters Score -417723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -417727.562500 Penalty: 2620.495361
	Iteration 59Q: 3 clusters Score -417727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -417731.781250 Penalty: 2620.495361
	Iteration 60F: 3 clusters Score -417731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -417733.312500 Penalty: 2620.495361
	Iteration 61Q: 3 clusters Score -417733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -417735.125000 Penalty: 2620.495361
	Iteration 62Q: 3 clusters Score -417735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -417737.562500 Penalty: 2620.495361
	Iteration 63Q: 3 clusters Score -417737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -417741.343750 Penalty: 2620.495361
	Iteration 64Q: 3 clusters Score -417741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -417743.531250 Penalty: 2620.495361
	Iteration 65Q: 3 clusters Score -417743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -417745.437500 Penalty: 2620.495361
	Iteration 66Q: 3 clusters Score -417745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -417746.125000 Penalty: 2620.495361
	Iteration 67Q: 3 clusters Score -417746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -417746.843750 Penalty: 2620.495361
	Iteration 68Q: 3 clusters Score -417746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -417746.843750 Penalty: 2620.495361
	Iteration 69F: 3 clusters Score -417746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (106722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Entering Unmasked Estep 
Score: -13999797.000000 Penalty: 1881.422241
	Iteration 0F: 2 clusters Score -1.39998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -13949565.000000 Penalty: 3762.844482
	Iteration 0F: 3 clusters Score -1.394956e+07 nChanged 51347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -13979512.000000 Penalty: 3762.844482
	Iteration 1F: 3 clusters Score -1.397951e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -13980623.000000 Penalty: 3762.844482
	Iteration 2Q: 3 clusters Score -1.398062e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -13982538.000000 Penalty: 3762.844482
	Iteration 3Q: 3 clusters Score -1.398254e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -13985761.000000 Penalty: 3762.844482
	Iteration 4Q: 3 clusters Score -1.398576e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -13990944.000000 Penalty: 3762.844482
	Iteration 5F: 3 clusters Score -1.399094e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -13998528.000000 Penalty: 3762.844482
	Iteration 6F: 3 clusters Score -1.399853e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -14006842.000000 Penalty: 3762.844482
	Iteration 7F: 3 clusters Score -1.400684e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -14011555.000000 Penalty: 3762.844482
	Iteration 8F: 3 clusters Score -1.401156e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -14013444.000000 Penalty: 3762.844482
	Iteration 9Q: 3 clusters Score -1.401344e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -14014399.000000 Penalty: 3762.844482
	Iteration 10Q: 3 clusters Score -1.40144e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -14015146.000000 Penalty: 3762.844482
	Iteration 11Q: 3 clusters Score -1.401515e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -14015681.000000 Penalty: 3762.844482
	Iteration 12Q: 3 clusters Score -1.401568e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -14016062.000000 Penalty: 3762.844482
	Iteration 13Q: 3 clusters Score -1.401606e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -14016245.000000 Penalty: 3762.844482
	Iteration 14Q: 3 clusters Score -1.401624e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -14016400.000000 Penalty: 3762.844482
	Iteration 15Q: 3 clusters Score -1.40164e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -14016432.000000 Penalty: 3762.844482
	Iteration 16Q: 3 clusters Score -1.401643e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -14016398.000000 Penalty: 3762.844482
	Iteration 17Q: 3 clusters Score -1.40164e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -14016462.000000 Penalty: 3762.844482
	Iteration 18Q: 3 clusters Score -1.401646e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -14016499.000000 Penalty: 3762.844482
	Iteration 19Q: 3 clusters Score -1.40165e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -14016532.000000 Penalty: 3762.844482
	Iteration 20F: 3 clusters Score -1.401653e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -14016553.000000 Penalty: 3762.844482
	Iteration 21Q: 3 clusters Score -1.401655e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -14016592.000000 Penalty: 3762.844482
	Iteration 22Q: 3 clusters Score -1.401659e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -14016583.000000 Penalty: 3762.844482
	Iteration 23Q: 3 clusters Score -1.401658e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -14016551.000000 Penalty: 3762.844482
	Iteration 24Q: 3 clusters Score -1.401655e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -14016527.000000 Penalty: 3762.844482
	Iteration 25Q: 3 clusters Score -1.401653e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -14016476.000000 Penalty: 3762.844482
	Iteration 26Q: 3 clusters Score -1.401648e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -14016523.000000 Penalty: 3762.844482
	Iteration 27Q: 3 clusters Score -1.401652e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -14016518.000000 Penalty: 3762.844482
	Iteration 28Q: 3 clusters Score -1.401652e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -14016521.000000 Penalty: 3762.844482
	Iteration 29Q: 3 clusters Score -1.401652e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -14016461.000000 Penalty: 3762.844482
	Iteration 30Q: 3 clusters Score -1.401646e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -14016399.000000 Penalty: 3762.844482
	Iteration 31Q: 3 clusters Score -1.40164e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -14016427.000000 Penalty: 3762.844482
	Iteration 32Q: 3 clusters Score -1.401643e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -14016419.000000 Penalty: 3762.844482
	Iteration 33Q: 3 clusters Score -1.401642e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -14016403.000000 Penalty: 3762.844482
	Iteration 34Q: 3 clusters Score -1.40164e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -14016365.000000 Penalty: 3762.844482
	Iteration 35Q: 3 clusters Score -1.401636e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -14016345.000000 Penalty: 3762.844482
	Iteration 36Q: 3 clusters Score -1.401634e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -14016379.000000 Penalty: 3762.844482
	Iteration 37Q: 3 clusters Score -1.401638e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -14016389.000000 Penalty: 3762.844482
	Iteration 38Q: 3 clusters Score -1.401639e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -14016413.000000 Penalty: 3762.844482
	Iteration 39Q: 3 clusters Score -1.401641e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -14016436.000000 Penalty: 3762.844482
	Iteration 40F: 3 clusters Score -1.401644e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -14016393.000000 Penalty: 3762.844482
	Iteration 41Q: 3 clusters Score -1.401639e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -14016399.000000 Penalty: 3762.844482
	Iteration 42Q: 3 clusters Score -1.40164e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -14016391.000000 Penalty: 3762.844482
	Iteration 43Q: 3 clusters Score -1.401639e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -14016378.000000 Penalty: 3762.844482
	Iteration 44Q: 3 clusters Score -1.401638e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -14016381.000000 Penalty: 3762.844482
	Iteration 45Q: 3 clusters Score -1.401638e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -14016380.000000 Penalty: 3762.844482
	Iteration 46Q: 3 clusters Score -1.401638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -14016366.000000 Penalty: 3762.844482
	Iteration 47Q: 3 clusters Score -1.401637e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -14016347.000000 Penalty: 3762.844482
	Iteration 48Q: 3 clusters Score -1.401635e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -14016359.000000 Penalty: 3762.844482
	Iteration 49Q: 3 clusters Score -1.401636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -14016344.000000 Penalty: 3762.844482
	Iteration 50Q: 3 clusters Score -1.401634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -14016337.000000 Penalty: 3762.844482
	Iteration 51Q: 3 clusters Score -1.401634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -14016294.000000 Penalty: 3762.844482
	Iteration 52Q: 3 clusters Score -1.401629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -14016314.000000 Penalty: 3762.844482
	Iteration 53Q: 3 clusters Score -1.401631e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -14016317.000000 Penalty: 3762.844482
	Iteration 54Q: 3 clusters Score -1.401632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -14016306.000000 Penalty: 3762.844482
	Iteration 55Q: 3 clusters Score -1.401631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -14016304.000000 Penalty: 3762.844482
	Iteration 56Q: 3 clusters Score -1.40163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -14016302.000000 Penalty: 3762.844482
	Iteration 57Q: 3 clusters Score -1.40163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -14016301.000000 Penalty: 3762.844482
	Iteration 58Q: 3 clusters Score -1.40163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -14016307.000000 Penalty: 3762.844482
	Iteration 59Q: 3 clusters Score -1.401631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -14016297.000000 Penalty: 3762.844482
	Iteration 60F: 3 clusters Score -1.40163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -14016294.000000 Penalty: 3762.844482
	Iteration 61Q: 3 clusters Score -1.401629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -14016293.000000 Penalty: 3762.844482
	Iteration 62Q: 3 clusters Score -1.401629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -14016293.000000 Penalty: 3762.844482
	Iteration 63Q: 3 clusters Score -1.401629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -14016293.000000 Penalty: 3762.844482
	Iteration 64Q: 3 clusters Score -1.401629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -14016294.000000 Penalty: 3762.844482
	Iteration 65Q: 3 clusters Score -1.401629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -14016297.000000 Penalty: 3762.844482
	Iteration 66Q: 3 clusters Score -1.40163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -14016291.000000 Penalty: 3762.844482
	Iteration 67Q: 3 clusters Score -1.401629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -14016294.000000 Penalty: 3762.844482
	Iteration 68Q: 3 clusters Score -1.401629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -14016294.000000 Penalty: 3762.844482
	Iteration 69F: 3 clusters Score -1.401629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 72041 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 51821 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 18 contains 57033 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47990 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 75664 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 17811 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71036 members 
Mstep: Class 33 contains 80010 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3175 members 
Mstep: Class 36 contains 60686 members 
Mstep: Class 37 contains 15558 members 
Mstep: Class 38 contains 66802 members 
Mstep: Class 39 contains 46036 members 
Entering Unmasked Estep 
Score: -127772888.000000 Penalty: 87559.406250
Splitting cluster 36 changes total score from -127756000.000000 to -127772888.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 37 (15558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Entering Unmasked Estep 
Score: -2054719.500000 Penalty: 1568.503662
	Iteration 0F: 2 clusters Score -2054720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2044034.750000 Penalty: 3137.007324
	Iteration 0F: 3 clusters Score -2044035 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2047755.000000 Penalty: 3137.007324
	Iteration 1F: 3 clusters Score -2047755 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2048078.125000 Penalty: 3137.007324
	Iteration 2F: 3 clusters Score -2048078 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2048417.625000 Penalty: 3137.007324
	Iteration 3F: 3 clusters Score -2048418 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2048857.750000 Penalty: 3137.007324
	Iteration 4F: 3 clusters Score -2048858 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2049472.375000 Penalty: 3137.007324
	Iteration 5F: 3 clusters Score -2049472 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2050246.625000 Penalty: 3137.007324
	Iteration 6F: 3 clusters Score -2050247 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2051198.625000 Penalty: 3137.007324
	Iteration 7F: 3 clusters Score -2051199 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2052112.250000 Penalty: 3137.007324
	Iteration 8F: 3 clusters Score -2052112 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2052725.000000 Penalty: 3137.007324
	Iteration 9Q: 3 clusters Score -2052725 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2053073.375000 Penalty: 3137.007324
	Iteration 10Q: 3 clusters Score -2053073 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2053262.875000 Penalty: 3137.007324
	Iteration 11Q: 3 clusters Score -2053263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2053358.500000 Penalty: 3137.007324
	Iteration 12Q: 3 clusters Score -2053358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2053436.125000 Penalty: 3137.007324
	Iteration 13Q: 3 clusters Score -2053436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2053510.500000 Penalty: 3137.007324
	Iteration 14Q: 3 clusters Score -2053510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2053596.125000 Penalty: 3137.007324
	Iteration 15Q: 3 clusters Score -2053596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2053677.750000 Penalty: 3137.007324
	Iteration 16Q: 3 clusters Score -2053678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2053745.875000 Penalty: 3137.007324
	Iteration 17Q: 3 clusters Score -2053746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2053791.750000 Penalty: 3137.007324
	Iteration 18Q: 3 clusters Score -2053792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2053821.000000 Penalty: 3137.007324
	Iteration 19Q: 3 clusters Score -2053821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2053853.000000 Penalty: 3137.007324
	Iteration 20F: 3 clusters Score -2053853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2053884.500000 Penalty: 3137.007324
	Iteration 21Q: 3 clusters Score -2053884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2053908.625000 Penalty: 3137.007324
	Iteration 22Q: 3 clusters Score -2053909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2053934.500000 Penalty: 3137.007324
	Iteration 23Q: 3 clusters Score -2053934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2053959.125000 Penalty: 3137.007324
	Iteration 24Q: 3 clusters Score -2053959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2053978.875000 Penalty: 3137.007324
	Iteration 25Q: 3 clusters Score -2053979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2053994.375000 Penalty: 3137.007324
	Iteration 26Q: 3 clusters Score -2053994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2054022.375000 Penalty: 3137.007324
	Iteration 27Q: 3 clusters Score -2054022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2054039.000000 Penalty: 3137.007324
	Iteration 28Q: 3 clusters Score -2054039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2054056.375000 Penalty: 3137.007324
	Iteration 29Q: 3 clusters Score -2054056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2054070.750000 Penalty: 3137.007324
	Iteration 30Q: 3 clusters Score -2054071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2054085.625000 Penalty: 3137.007324
	Iteration 31Q: 3 clusters Score -2054086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2054090.375000 Penalty: 3137.007324
	Iteration 32Q: 3 clusters Score -2054090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2054106.750000 Penalty: 3137.007324
	Iteration 33Q: 3 clusters Score -2054107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2054109.875000 Penalty: 3137.007324
	Iteration 34Q: 3 clusters Score -2054110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2054111.500000 Penalty: 3137.007324
	Iteration 35Q: 3 clusters Score -2054112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2054114.125000 Penalty: 3137.007324
	Iteration 36Q: 3 clusters Score -2054114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2054117.375000 Penalty: 3137.007324
	Iteration 37Q: 3 clusters Score -2054117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2054118.750000 Penalty: 3137.007324
	Iteration 38Q: 3 clusters Score -2054119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2054118.625000 Penalty: 3137.007324
	Iteration 39Q: 3 clusters Score -2054119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2054122.250000 Penalty: 3137.007324
	Iteration 40F: 3 clusters Score -2054122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2054125.000000 Penalty: 3137.007324
	Iteration 41Q: 3 clusters Score -2054125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2054129.125000 Penalty: 3137.007324
	Iteration 42Q: 3 clusters Score -2054129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2054138.125000 Penalty: 3137.007324
	Iteration 43Q: 3 clusters Score -2054138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2054148.625000 Penalty: 3137.007324
	Iteration 44Q: 3 clusters Score -2054149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2054154.000000 Penalty: 3137.007324
	Iteration 45Q: 3 clusters Score -2054154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2054158.625000 Penalty: 3137.007324
	Iteration 46Q: 3 clusters Score -2054159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2054161.625000 Penalty: 3137.007324
	Iteration 47Q: 3 clusters Score -2054162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2054164.375000 Penalty: 3137.007324
	Iteration 48Q: 3 clusters Score -2054164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2054166.250000 Penalty: 3137.007324
	Iteration 49Q: 3 clusters Score -2054166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2054165.125000 Penalty: 3137.007324
	Iteration 50Q: 3 clusters Score -2054165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2054167.875000 Penalty: 3137.007324
	Iteration 51Q: 3 clusters Score -2054168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2054166.125000 Penalty: 3137.007324
	Iteration 52Q: 3 clusters Score -2054166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2054166.625000 Penalty: 3137.007324
	Iteration 53Q: 3 clusters Score -2054167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2054168.875000 Penalty: 3137.007324
	Iteration 54Q: 3 clusters Score -2054169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2054168.875000 Penalty: 3137.007324
	Iteration 55Q: 3 clusters Score -2054169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2054172.250000 Penalty: 3137.007324
	Iteration 56Q: 3 clusters Score -2054172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2054172.250000 Penalty: 3137.007324
	Iteration 57F: 3 clusters Score -2054172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 72041 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 51821 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 18 contains 57033 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47990 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 75664 members 
Mstep: Class 26 contains 12765 members 
Mstep: Class 27 contains 17811 members 
Mstep: Class 28 contains 3544 members 
Mstep: Class 29 contains 7547 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71036 members 
Mstep: Class 33 contains 80010 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3175 members 
Mstep: Class 36 contains 60686 members 
Mstep: Class 37 contains 15558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775352.000000 Penalty: 87559.406250
Iteration 239Q: 40 clusters Score -1.277754e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 72262 members 
Mstep: Class 7 contains 7177 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 3908 members 
Mstep: Class 11 contains 26561 members 
Mstep: Class 12 contains 55498 members 
Mstep: Class 13 contains 17455 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 52398 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 75953 members 
Mstep: Class 18 contains 56746 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 45992 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47841 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 75753 members 
Mstep: Class 26 contains 12825 members 
Mstep: Class 27 contains 18999 members 
Mstep: Class 28 contains 3418 members 
Mstep: Class 29 contains 7538 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71040 members 
Mstep: Class 33 contains 80016 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3173 members 
Mstep: Class 36 contains 60443 members 
Mstep: Class 37 contains 15637 members 
Mstep: Class 38 contains 65524 members 
Mstep: Class 39 contains 46020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780072.000000 Penalty: 87559.406250
Iteration 240F: 40 clusters Score -1.277801e+08 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 71934 members 
Mstep: Class 7 contains 7174 members 
Mstep: Class 8 contains 12564 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 11 contains 23180 members 
Mstep: Class 12 contains 55242 members 
Mstep: Class 13 contains 17420 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 52768 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 75604 members 
Mstep: Class 18 contains 56340 members 
Mstep: Class 19 contains 15264 members 
Mstep: Class 20 contains 45574 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 47217 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 76150 members 
Mstep: Class 26 contains 12523 members 
Mstep: Class 27 contains 19621 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 71027 members 
Mstep: Class 33 contains 80006 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3163 members 
Mstep: Class 36 contains 60400 members 
Mstep: Class 37 contains 15716 members 
Mstep: Class 38 contains 66081 members 
Mstep: Class 39 contains 50413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780360.000000 Penalty: 87559.406250
Iteration 241Q: 40 clusters Score -1.277804e+08 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 71729 members 
Mstep: Class 7 contains 7174 members 
Mstep: Class 8 contains 12563 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 3928 members 
Mstep: Class 11 contains 20414 members 
Mstep: Class 12 contains 55019 members 
Mstep: Class 13 contains 17391 members 
Mstep: Class 14 contains 5585 members 
Mstep: Class 15 contains 53115 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 75325 members 
Mstep: Class 18 contains 55904 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 45220 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 46675 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 6649 members 
Mstep: Class 25 contains 75403 members 
Mstep: Class 26 contains 12360 members 
Mstep: Class 27 contains 20231 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 7481 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 71054 members 
Mstep: Class 33 contains 79999 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 60921 members 
Mstep: Class 37 contains 15806 members 
Mstep: Class 38 contains 66515 members 
Mstep: Class 39 contains 54310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780696.000000 Penalty: 87559.406250
Iteration 242Q: 40 clusters Score -1.277807e+08 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 71597 members 
Mstep: Class 7 contains 7172 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 17985 members 
Mstep: Class 12 contains 54858 members 
Mstep: Class 13 contains 17363 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 15 contains 53390 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 75031 members 
Mstep: Class 18 contains 55458 members 
Mstep: Class 19 contains 15256 members 
Mstep: Class 20 contains 44869 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 46119 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 6636 members 
Mstep: Class 25 contains 74335 members 
Mstep: Class 26 contains 12239 members 
Mstep: Class 27 contains 20896 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 7458 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4787 members 
Mstep: Class 32 contains 71141 members 
Mstep: Class 33 contains 80009 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3133 members 
Mstep: Class 36 contains 61328 members 
Mstep: Class 37 contains 15900 members 
Mstep: Class 38 contains 67041 members 
Mstep: Class 39 contains 57967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780368.000000 Penalty: 87559.406250
Iteration 243Q: 40 clusters Score -1.277804e+08 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 71484 members 
Mstep: Class 7 contains 7170 members 
Mstep: Class 8 contains 12567 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 54702 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 15 contains 53614 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 74821 members 
Mstep: Class 18 contains 54967 members 
Mstep: Class 19 contains 15253 members 
Mstep: Class 20 contains 44545 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 45564 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 6620 members 
Mstep: Class 25 contains 73067 members 
Mstep: Class 26 contains 12156 members 
Mstep: Class 27 contains 21509 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 7429 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 71285 members 
Mstep: Class 33 contains 80130 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3129 members 
Mstep: Class 36 contains 61525 members 
Mstep: Class 37 contains 15996 members 
Mstep: Class 38 contains 67592 members 
Mstep: Class 39 contains 61602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780840.000000 Penalty: 87559.406250
Iteration 244Q: 40 clusters Score -1.277808e+08 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 71336 members 
Mstep: Class 7 contains 7169 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 54527 members 
Mstep: Class 13 contains 17334 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 53694 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 74726 members 
Mstep: Class 18 contains 54447 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 44222 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 45047 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6605 members 
Mstep: Class 25 contains 71240 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 22130 members 
Mstep: Class 28 contains 2948 members 
Mstep: Class 29 contains 7419 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 71516 members 
Mstep: Class 33 contains 80202 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3120 members 
Mstep: Class 36 contains 61838 members 
Mstep: Class 37 contains 16077 members 
Mstep: Class 38 contains 68184 members 
Mstep: Class 39 contains 65411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781280.000000 Penalty: 87559.406250
Iteration 245Q: 40 clusters Score -1.277813e+08 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 71253 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 12033 members 
Mstep: Class 12 contains 54357 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 53694 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 74684 members 
Mstep: Class 18 contains 53922 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 43967 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 44537 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6589 members 
Mstep: Class 25 contains 69137 members 
Mstep: Class 26 contains 12040 members 
Mstep: Class 27 contains 22825 members 
Mstep: Class 28 contains 2877 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 71853 members 
Mstep: Class 33 contains 80198 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3110 members 
Mstep: Class 36 contains 62064 members 
Mstep: Class 37 contains 16151 members 
Mstep: Class 38 contains 68678 members 
Mstep: Class 39 contains 69066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780360.000000 Penalty: 87559.406250
Iteration 246Q: 40 clusters Score -1.277804e+08 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 71111 members 
Mstep: Class 7 contains 7163 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 10597 members 
Mstep: Class 12 contains 54254 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 5591 members 
Mstep: Class 15 contains 53585 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 74707 members 
Mstep: Class 18 contains 53342 members 
Mstep: Class 19 contains 15265 members 
Mstep: Class 20 contains 43678 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 44036 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6579 members 
Mstep: Class 25 contains 67318 members 
Mstep: Class 26 contains 12027 members 
Mstep: Class 27 contains 23557 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 7414 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 72363 members 
Mstep: Class 33 contains 80228 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3104 members 
Mstep: Class 36 contains 62065 members 
Mstep: Class 37 contains 16232 members 
Mstep: Class 38 contains 69026 members 
Mstep: Class 39 contains 72427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780344.000000 Penalty: 87559.406250
Iteration 247Q: 40 clusters Score -1.277803e+08 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 71006 members 
Mstep: Class 7 contains 7166 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 54156 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 53439 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 74713 members 
Mstep: Class 18 contains 52768 members 
Mstep: Class 19 contains 15282 members 
Mstep: Class 20 contains 43364 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 43534 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6569 members 
Mstep: Class 25 contains 65739 members 
Mstep: Class 26 contains 12010 members 
Mstep: Class 27 contains 24267 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 72881 members 
Mstep: Class 33 contains 80305 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3096 members 
Mstep: Class 36 contains 62005 members 
Mstep: Class 37 contains 16327 members 
Mstep: Class 38 contains 69492 members 
Mstep: Class 39 contains 75307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779752.000000 Penalty: 87559.406250
Iteration 248Q: 40 clusters Score -1.277798e+08 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 70953 members 
Mstep: Class 7 contains 7165 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 54084 members 
Mstep: Class 13 contains 17288 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 53239 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 74619 members 
Mstep: Class 18 contains 52280 members 
Mstep: Class 19 contains 15292 members 
Mstep: Class 20 contains 42994 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 43009 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6559 members 
Mstep: Class 25 contains 64599 members 
Mstep: Class 26 contains 12011 members 
Mstep: Class 27 contains 24974 members 
Mstep: Class 28 contains 2668 members 
Mstep: Class 29 contains 7411 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 73409 members 
Mstep: Class 33 contains 80412 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3093 members 
Mstep: Class 36 contains 61930 members 
Mstep: Class 37 contains 16421 members 
Mstep: Class 38 contains 69936 members 
Mstep: Class 39 contains 77632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779256.000000 Penalty: 87559.406250
Iteration 249Q: 40 clusters Score -1.277793e+08 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 70885 members 
Mstep: Class 7 contains 7165 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 53997 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 53010 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 74535 members 
Mstep: Class 18 contains 51720 members 
Mstep: Class 19 contains 15307 members 
Mstep: Class 20 contains 42660 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 42509 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6550 members 
Mstep: Class 25 contains 63875 members 
Mstep: Class 26 contains 12015 members 
Mstep: Class 27 contains 25687 members 
Mstep: Class 28 contains 2608 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 74043 members 
Mstep: Class 33 contains 80425 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3095 members 
Mstep: Class 36 contains 61963 members 
Mstep: Class 37 contains 16502 members 
Mstep: Class 38 contains 70433 members 
Mstep: Class 39 contains 79264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778864.000000 Penalty: 87559.406250
Iteration 250Q: 40 clusters Score -1.277789e+08 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 70820 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 53944 members 
Mstep: Class 13 contains 17274 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 52762 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 74314 members 
Mstep: Class 18 contains 51170 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 20 contains 42318 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 42049 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6546 members 
Mstep: Class 25 contains 63556 members 
Mstep: Class 26 contains 12021 members 
Mstep: Class 27 contains 26470 members 
Mstep: Class 28 contains 2558 members 
Mstep: Class 29 contains 7390 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 74743 members 
Mstep: Class 33 contains 80378 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3087 members 
Mstep: Class 36 contains 62044 members 
Mstep: Class 37 contains 16555 members 
Mstep: Class 38 contains 70985 members 
Mstep: Class 39 contains 80326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778376.000000 Penalty: 87559.406250
Iteration 251Q: 40 clusters Score -1.277784e+08 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7977 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 53866 members 
Mstep: Class 13 contains 17263 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 52458 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 74089 members 
Mstep: Class 18 contains 50723 members 
Mstep: Class 19 contains 15329 members 
Mstep: Class 20 contains 41977 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 41659 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6532 members 
Mstep: Class 25 contains 63399 members 
Mstep: Class 26 contains 12030 members 
Mstep: Class 27 contains 27343 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7367 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 75358 members 
Mstep: Class 33 contains 80230 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3084 members 
Mstep: Class 36 contains 62254 members 
Mstep: Class 37 contains 16622 members 
Mstep: Class 38 contains 71501 members 
Mstep: Class 39 contains 81007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778152.000000 Penalty: 87559.406250
Iteration 252Q: 40 clusters Score -1.277782e+08 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 70720 members 
Mstep: Class 7 contains 7169 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 53786 members 
Mstep: Class 13 contains 17267 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 15 contains 52158 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 73825 members 
Mstep: Class 18 contains 50296 members 
Mstep: Class 19 contains 15327 members 
Mstep: Class 20 contains 41615 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 41222 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6528 members 
Mstep: Class 25 contains 63303 members 
Mstep: Class 26 contains 12045 members 
Mstep: Class 27 contains 28309 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 7350 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 76004 members 
Mstep: Class 33 contains 79995 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3089 members 
Mstep: Class 36 contains 62606 members 
Mstep: Class 37 contains 16696 members 
Mstep: Class 38 contains 72038 members 
Mstep: Class 39 contains 81328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777864.000000 Penalty: 87559.406250
Iteration 253Q: 40 clusters Score -1.277779e+08 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 70683 members 
Mstep: Class 7 contains 7165 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 12 contains 53684 members 
Mstep: Class 13 contains 17275 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 51792 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 73569 members 
Mstep: Class 18 contains 49938 members 
Mstep: Class 19 contains 15336 members 
Mstep: Class 20 contains 41271 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 40777 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6522 members 
Mstep: Class 25 contains 63346 members 
Mstep: Class 26 contains 12048 members 
Mstep: Class 27 contains 29275 members 
Mstep: Class 28 contains 2428 members 
Mstep: Class 29 contains 7342 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 76620 members 
Mstep: Class 33 contains 79724 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3088 members 
Mstep: Class 36 contains 63078 members 
Mstep: Class 37 contains 16751 members 
Mstep: Class 38 contains 72608 members 
Mstep: Class 39 contains 81350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778432.000000 Penalty: 87559.406250
Iteration 254Q: 40 clusters Score -1.277784e+08 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 70642 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 53581 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 51465 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 73373 members 
Mstep: Class 18 contains 49664 members 
Mstep: Class 19 contains 15344 members 
Mstep: Class 20 contains 40885 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 40361 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6514 members 
Mstep: Class 25 contains 63369 members 
Mstep: Class 26 contains 12072 members 
Mstep: Class 27 contains 30180 members 
Mstep: Class 28 contains 2398 members 
Mstep: Class 29 contains 7340 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 77145 members 
Mstep: Class 33 contains 79512 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 63646 members 
Mstep: Class 37 contains 16817 members 
Mstep: Class 38 contains 73126 members 
Mstep: Class 39 contains 81149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777640.000000 Penalty: 87559.406250
Iteration 255Q: 40 clusters Score -1.277776e+08 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 70550 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 4257 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 53488 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 51096 members 
Mstep: Class 16 contains 6325 members 
Mstep: Class 17 contains 73243 members 
Mstep: Class 18 contains 49414 members 
Mstep: Class 19 contains 15348 members 
Mstep: Class 20 contains 40506 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 39954 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6502 members 
Mstep: Class 25 contains 63514 members 
Mstep: Class 26 contains 12088 members 
Mstep: Class 27 contains 31005 members 
Mstep: Class 28 contains 2368 members 
Mstep: Class 29 contains 7337 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 77704 members 
Mstep: Class 33 contains 79346 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3075 members 
Mstep: Class 36 contains 64267 members 
Mstep: Class 37 contains 16885 members 
Mstep: Class 38 contains 73581 members 
Mstep: Class 39 contains 80765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777552.000000 Penalty: 87559.406250
Iteration 256Q: 40 clusters Score -1.277776e+08 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7977 members 
Mstep: Class 6 contains 70453 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 4277 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 12 contains 53416 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 50796 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 73060 members 
Mstep: Class 18 contains 49196 members 
Mstep: Class 19 contains 15345 members 
Mstep: Class 20 contains 40117 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 39596 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 63637 members 
Mstep: Class 26 contains 12085 members 
Mstep: Class 27 contains 31696 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 7331 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 78246 members 
Mstep: Class 33 contains 79245 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 64954 members 
Mstep: Class 37 contains 16956 members 
Mstep: Class 38 contains 74013 members 
Mstep: Class 39 contains 80259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777320.000000 Penalty: 87559.406250
Iteration 257Q: 40 clusters Score -1.277773e+08 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 70359 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 12676 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 4300 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 53373 members 
Mstep: Class 13 contains 17279 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 15 contains 50476 members 
Mstep: Class 16 contains 6306 members 
Mstep: Class 17 contains 72864 members 
Mstep: Class 18 contains 48990 members 
Mstep: Class 19 contains 15348 members 
Mstep: Class 20 contains 39746 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 63748 members 
Mstep: Class 26 contains 12111 members 
Mstep: Class 27 contains 32278 members 
Mstep: Class 28 contains 2298 members 
Mstep: Class 29 contains 7335 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 78813 members 
Mstep: Class 33 contains 79248 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3058 members 
Mstep: Class 36 contains 65710 members 
Mstep: Class 37 contains 17030 members 
Mstep: Class 38 contains 74478 members 
Mstep: Class 39 contains 79588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777008.000000 Penalty: 87559.406250
Iteration 258Q: 40 clusters Score -1.27777e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 70266 members 
Mstep: Class 7 contains 7157 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 53292 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 50211 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 72702 members 
Mstep: Class 18 contains 48854 members 
Mstep: Class 19 contains 15355 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 38831 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 63878 members 
Mstep: Class 26 contains 12117 members 
Mstep: Class 27 contains 32594 members 
Mstep: Class 28 contains 2268 members 
Mstep: Class 29 contains 7361 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 79351 members 
Mstep: Class 33 contains 79450 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 66464 members 
Mstep: Class 37 contains 17086 members 
Mstep: Class 38 contains 74920 members 
Mstep: Class 39 contains 78873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776528.000000 Penalty: 87559.406250
Iteration 259Q: 40 clusters Score -1.277765e+08 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 70197 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 53231 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 49945 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 17 contains 72537 members 
Mstep: Class 18 contains 48738 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 38930 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 38501 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6474 members 
Mstep: Class 25 contains 63955 members 
Mstep: Class 26 contains 12114 members 
Mstep: Class 27 contains 32741 members 
Mstep: Class 28 contains 2245 members 
Mstep: Class 29 contains 7378 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 79841 members 
Mstep: Class 33 contains 79837 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 67237 members 
Mstep: Class 37 contains 17152 members 
Mstep: Class 38 contains 75324 members 
Mstep: Class 39 contains 78065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778640.000000 Penalty: 87559.406250
Iteration 260F: 40 clusters Score -1.277786e+08 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 70064 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 53152 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 49631 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 17 contains 72370 members 
Mstep: Class 18 contains 48622 members 
Mstep: Class 19 contains 15377 members 
Mstep: Class 20 contains 38514 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 38187 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6462 members 
Mstep: Class 25 contains 60406 members 
Mstep: Class 26 contains 12121 members 
Mstep: Class 27 contains 33862 members 
Mstep: Class 28 contains 2208 members 
Mstep: Class 29 contains 7392 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 80407 members 
Mstep: Class 33 contains 79242 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 67964 members 
Mstep: Class 37 contains 17217 members 
Mstep: Class 38 contains 75681 members 
Mstep: Class 39 contains 81138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779048.000000 Penalty: 87559.406250
Iteration 261Q: 40 clusters Score -1.27779e+08 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 69963 members 
Mstep: Class 7 contains 7141 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 53076 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 49337 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 72222 members 
Mstep: Class 18 contains 48546 members 
Mstep: Class 19 contains 15385 members 
Mstep: Class 20 contains 38107 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 37864 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6453 members 
Mstep: Class 25 contains 57228 members 
Mstep: Class 26 contains 12125 members 
Mstep: Class 27 contains 34976 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 7395 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 80905 members 
Mstep: Class 33 contains 78607 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 68716 members 
Mstep: Class 37 contains 17279 members 
Mstep: Class 38 contains 76037 members 
Mstep: Class 39 contains 83780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778832.000000 Penalty: 87559.406250
Iteration 262Q: 40 clusters Score -1.277788e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 69994 members 
Mstep: Class 7 contains 7134 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 53016 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 49000 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 72065 members 
Mstep: Class 18 contains 48469 members 
Mstep: Class 19 contains 15393 members 
Mstep: Class 20 contains 37706 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 37558 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6443 members 
Mstep: Class 25 contains 54504 members 
Mstep: Class 26 contains 12114 members 
Mstep: Class 27 contains 36067 members 
Mstep: Class 28 contains 2144 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 81391 members 
Mstep: Class 33 contains 78052 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 69223 members 
Mstep: Class 37 contains 17326 members 
Mstep: Class 38 contains 76347 members 
Mstep: Class 39 contains 86050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778456.000000 Penalty: 87559.406250
Iteration 263Q: 40 clusters Score -1.277785e+08 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 70112 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 52977 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 48734 members 
Mstep: Class 16 contains 6259 members 
Mstep: Class 17 contains 71936 members 
Mstep: Class 18 contains 48367 members 
Mstep: Class 19 contains 15404 members 
Mstep: Class 20 contains 37270 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 37237 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 52181 members 
Mstep: Class 26 contains 12105 members 
Mstep: Class 27 contains 37083 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 81825 members 
Mstep: Class 33 contains 77579 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 69473 members 
Mstep: Class 37 contains 17376 members 
Mstep: Class 38 contains 76667 members 
Mstep: Class 39 contains 88045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777840.000000 Penalty: 87559.406250
Iteration 264Q: 40 clusters Score -1.277778e+08 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 70260 members 
Mstep: Class 7 contains 7119 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 52927 members 
Mstep: Class 13 contains 17325 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 48465 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 71849 members 
Mstep: Class 18 contains 48289 members 
Mstep: Class 19 contains 15422 members 
Mstep: Class 20 contains 36872 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 36933 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 50291 members 
Mstep: Class 26 contains 12092 members 
Mstep: Class 27 contains 38155 members 
Mstep: Class 28 contains 2057 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 82233 members 
Mstep: Class 33 contains 77057 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3047 members 
Mstep: Class 36 contains 69551 members 
Mstep: Class 37 contains 17426 members 
Mstep: Class 38 contains 76977 members 
Mstep: Class 39 contains 89630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777512.000000 Penalty: 87559.406250
Iteration 265Q: 40 clusters Score -1.277775e+08 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 70429 members 
Mstep: Class 7 contains 7118 members 
Mstep: Class 8 contains 12709 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 4407 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 52860 members 
Mstep: Class 13 contains 17332 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 48164 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 71816 members 
Mstep: Class 18 contains 48228 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 36497 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 48891 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 39250 members 
Mstep: Class 28 contains 1994 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 82639 members 
Mstep: Class 33 contains 76517 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 69446 members 
Mstep: Class 37 contains 17463 members 
Mstep: Class 38 contains 77323 members 
Mstep: Class 39 contains 90863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777544.000000 Penalty: 87559.406250
Iteration 266Q: 40 clusters Score -1.277775e+08 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 70625 members 
Mstep: Class 7 contains 7114 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 52788 members 
Mstep: Class 13 contains 17346 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 47814 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 71855 members 
Mstep: Class 18 contains 48206 members 
Mstep: Class 19 contains 15428 members 
Mstep: Class 20 contains 36108 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 36253 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 47887 members 
Mstep: Class 26 contains 12068 members 
Mstep: Class 27 contains 40347 members 
Mstep: Class 28 contains 1937 members 
Mstep: Class 29 contains 7395 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 83020 members 
Mstep: Class 33 contains 76111 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 69100 members 
Mstep: Class 37 contains 17496 members 
Mstep: Class 38 contains 77579 members 
Mstep: Class 39 contains 91830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777984.000000 Penalty: 87559.406250
Iteration 267Q: 40 clusters Score -1.27778e+08 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 70804 members 
Mstep: Class 7 contains 7109 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 52743 members 
Mstep: Class 13 contains 17358 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 47504 members 
Mstep: Class 16 contains 6235 members 
Mstep: Class 17 contains 71926 members 
Mstep: Class 18 contains 48164 members 
Mstep: Class 19 contains 15434 members 
Mstep: Class 20 contains 35700 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 35891 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 47233 members 
Mstep: Class 26 contains 12071 members 
Mstep: Class 27 contains 41405 members 
Mstep: Class 28 contains 1892 members 
Mstep: Class 29 contains 7381 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 83372 members 
Mstep: Class 33 contains 75838 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3040 members 
Mstep: Class 36 contains 68476 members 
Mstep: Class 37 contains 17517 members 
Mstep: Class 38 contains 77755 members 
Mstep: Class 39 contains 92723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777664.000000 Penalty: 87559.406250
Iteration 268Q: 40 clusters Score -1.277777e+08 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 70953 members 
Mstep: Class 7 contains 7103 members 
Mstep: Class 8 contains 12714 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 52697 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 47166 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 72014 members 
Mstep: Class 18 contains 48161 members 
Mstep: Class 19 contains 15431 members 
Mstep: Class 20 contains 35305 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 35510 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 46860 members 
Mstep: Class 26 contains 12070 members 
Mstep: Class 27 contains 42380 members 
Mstep: Class 28 contains 1850 members 
Mstep: Class 29 contains 7375 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 83701 members 
Mstep: Class 33 contains 75639 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3037 members 
Mstep: Class 36 contains 67686 members 
Mstep: Class 37 contains 17542 members 
Mstep: Class 38 contains 77908 members 
Mstep: Class 39 contains 93542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777680.000000 Penalty: 87559.406250
Iteration 269Q: 40 clusters Score -1.277777e+08 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 71097 members 
Mstep: Class 7 contains 7099 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 52658 members 
Mstep: Class 13 contains 17381 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 46843 members 
Mstep: Class 16 contains 6229 members 
Mstep: Class 17 contains 72124 members 
Mstep: Class 18 contains 48164 members 
Mstep: Class 19 contains 15423 members 
Mstep: Class 20 contains 34901 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 35111 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 46706 members 
Mstep: Class 26 contains 12069 members 
Mstep: Class 27 contains 43351 members 
Mstep: Class 28 contains 1810 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 84029 members 
Mstep: Class 33 contains 75505 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3036 members 
Mstep: Class 36 contains 66777 members 
Mstep: Class 37 contains 17560 members 
Mstep: Class 38 contains 78035 members 
Mstep: Class 39 contains 94244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777664.000000 Penalty: 87559.406250
Iteration 270Q: 40 clusters Score -1.277777e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 71211 members 
Mstep: Class 7 contains 7097 members 
Mstep: Class 8 contains 12703 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 52591 members 
Mstep: Class 13 contains 17387 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 46511 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 72247 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 34421 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 34725 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 46839 members 
Mstep: Class 26 contains 12080 members 
Mstep: Class 27 contains 44321 members 
Mstep: Class 28 contains 1767 members 
Mstep: Class 29 contains 7359 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4799 members 
Mstep: Class 32 contains 84338 members 
Mstep: Class 33 contains 75454 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3037 members 
Mstep: Class 36 contains 65560 members 
Mstep: Class 37 contains 17575 members 
Mstep: Class 38 contains 78196 members 
Mstep: Class 39 contains 94958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777352.000000 Penalty: 87559.406250
Iteration 271Q: 40 clusters Score -1.277774e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 71357 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 4336 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 52538 members 
Mstep: Class 13 contains 17397 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 46244 members 
Mstep: Class 16 contains 6224 members 
Mstep: Class 17 contains 72370 members 
Mstep: Class 18 contains 48175 members 
Mstep: Class 19 contains 15422 members 
Mstep: Class 20 contains 33867 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 34309 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 47173 members 
Mstep: Class 26 contains 12097 members 
Mstep: Class 27 contains 45410 members 
Mstep: Class 28 contains 1716 members 
Mstep: Class 29 contains 7356 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4799 members 
Mstep: Class 32 contains 84664 members 
Mstep: Class 33 contains 75365 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3041 members 
Mstep: Class 36 contains 64134 members 
Mstep: Class 37 contains 17586 members 
Mstep: Class 38 contains 78386 members 
Mstep: Class 39 contains 95584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777184.000000 Penalty: 87559.406250
Iteration 272Q: 40 clusters Score -1.277772e+08 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7975 members 
Mstep: Class 6 contains 71509 members 
Mstep: Class 7 contains 7095 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 52492 members 
Mstep: Class 13 contains 17403 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 45975 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 72519 members 
Mstep: Class 18 contains 48178 members 
Mstep: Class 19 contains 15417 members 
Mstep: Class 20 contains 33280 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 33900 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 47639 members 
Mstep: Class 26 contains 12108 members 
Mstep: Class 27 contains 46648 members 
Mstep: Class 28 contains 1673 members 
Mstep: Class 29 contains 7354 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4800 members 
Mstep: Class 32 contains 84946 members 
Mstep: Class 33 contains 75172 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3039 members 
Mstep: Class 36 contains 62627 members 
Mstep: Class 37 contains 17594 members 
Mstep: Class 38 contains 78575 members 
Mstep: Class 39 contains 96160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777304.000000 Penalty: 87559.406250
Iteration 273Q: 40 clusters Score -1.277773e+08 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 71636 members 
Mstep: Class 7 contains 7090 members 
Mstep: Class 8 contains 12689 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 52428 members 
Mstep: Class 13 contains 17382 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 45703 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 72636 members 
Mstep: Class 18 contains 48184 members 
Mstep: Class 19 contains 15402 members 
Mstep: Class 20 contains 32688 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 33474 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 48195 members 
Mstep: Class 26 contains 12125 members 
Mstep: Class 27 contains 47962 members 
Mstep: Class 28 contains 1624 members 
Mstep: Class 29 contains 7353 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4800 members 
Mstep: Class 32 contains 85226 members 
Mstep: Class 33 contains 74938 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 61082 members 
Mstep: Class 37 contains 17601 members 
Mstep: Class 38 contains 78809 members 
Mstep: Class 39 contains 96726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777488.000000 Penalty: 87559.406250
Iteration 274Q: 40 clusters Score -1.277775e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 71697 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 52390 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 45461 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 72798 members 
Mstep: Class 18 contains 48163 members 
Mstep: Class 19 contains 15388 members 
Mstep: Class 20 contains 32127 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 33087 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 48882 members 
Mstep: Class 26 contains 12135 members 
Mstep: Class 27 contains 49221 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 7358 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4800 members 
Mstep: Class 32 contains 85479 members 
Mstep: Class 33 contains 74700 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3047 members 
Mstep: Class 36 contains 59516 members 
Mstep: Class 37 contains 17586 members 
Mstep: Class 38 contains 79033 members 
Mstep: Class 39 contains 97205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777616.000000 Penalty: 87559.406250
Iteration 275Q: 40 clusters Score -1.277776e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 71745 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 52360 members 
Mstep: Class 13 contains 17353 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 45206 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 72973 members 
Mstep: Class 18 contains 48176 members 
Mstep: Class 19 contains 15374 members 
Mstep: Class 20 contains 31548 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 32698 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 49611 members 
Mstep: Class 26 contains 12148 members 
Mstep: Class 27 contains 50347 members 
Mstep: Class 28 contains 1564 members 
Mstep: Class 29 contains 7360 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 85727 members 
Mstep: Class 33 contains 74463 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3060 members 
Mstep: Class 36 contains 57906 members 
Mstep: Class 37 contains 17563 members 
Mstep: Class 38 contains 79378 members 
Mstep: Class 39 contains 97657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777056.000000 Penalty: 87559.406250
Iteration 276Q: 40 clusters Score -1.277771e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 71802 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 12701 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 4270 members 
Mstep: Class 11 contains 2356 members 
Mstep: Class 12 contains 52315 members 
Mstep: Class 13 contains 17336 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 44968 members 
Mstep: Class 16 contains 6261 members 
Mstep: Class 17 contains 73148 members 
Mstep: Class 18 contains 48177 members 
Mstep: Class 19 contains 15361 members 
Mstep: Class 20 contains 30973 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 32290 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 50320 members 
Mstep: Class 26 contains 12141 members 
Mstep: Class 27 contains 51315 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 7376 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 85984 members 
Mstep: Class 33 contains 74484 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3067 members 
Mstep: Class 36 contains 56304 members 
Mstep: Class 37 contains 17543 members 
Mstep: Class 38 contains 79707 members 
Mstep: Class 39 contains 98086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775776.000000 Penalty: 87559.406250
Iteration 277Q: 40 clusters Score -1.277758e+08 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 6 contains 71819 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 52263 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 44758 members 
Mstep: Class 16 contains 6263 members 
Mstep: Class 17 contains 73293 members 
Mstep: Class 18 contains 48173 members 
Mstep: Class 19 contains 15357 members 
Mstep: Class 20 contains 30406 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 31915 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6366 members 
Mstep: Class 25 contains 51096 members 
Mstep: Class 26 contains 12155 members 
Mstep: Class 27 contains 52097 members 
Mstep: Class 28 contains 1488 members 
Mstep: Class 29 contains 7390 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 86222 members 
Mstep: Class 33 contains 74613 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3076 members 
Mstep: Class 36 contains 54730 members 
Mstep: Class 37 contains 17513 members 
Mstep: Class 38 contains 80027 members 
Mstep: Class 39 contains 98502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 28. Lose 2227.081787 but Gain 2245.109375
Score: -127774704.000000 Penalty: 85314.296875
Iteration 278Q: 39 clusters Score -1.277747e+08 nChanged 7696
Entering ConstructFrom: 
Score: -127774704.000000 Penalty: 85314.296875
Entering ConstructFrom: 
Trying to split cluster 1 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -606504.437500 Penalty: 1385.370972
	Iteration 0F: 2 clusters Score -606504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -602514.812500 Penalty: 2770.741943
	Iteration 0F: 3 clusters Score -602514.8 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -603698.125000 Penalty: 2770.741943
	Iteration 1F: 3 clusters Score -603698.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -603934.062500 Penalty: 2770.741943
	Iteration 2F: 3 clusters Score -603934.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -604130.937500 Penalty: 2770.741943
	Iteration 3F: 3 clusters Score -604130.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -604318.750000 Penalty: 2770.741943
	Iteration 4F: 3 clusters Score -604318.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -604490.625000 Penalty: 2770.741943
	Iteration 5Q: 3 clusters Score -604490.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -604650.000000 Penalty: 2770.741943
	Iteration 6Q: 3 clusters Score -604650 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -604846.000000 Penalty: 2770.741943
	Iteration 7Q: 3 clusters Score -604846 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -604991.937500 Penalty: 2770.741943
	Iteration 8Q: 3 clusters Score -604991.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -605117.437500 Penalty: 2770.741943
	Iteration 9Q: 3 clusters Score -605117.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -605225.750000 Penalty: 2770.741943
	Iteration 10Q: 3 clusters Score -605225.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -605313.250000 Penalty: 2770.741943
	Iteration 11Q: 3 clusters Score -605313.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -605400.000000 Penalty: 2770.741943
	Iteration 12Q: 3 clusters Score -605400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -605471.437500 Penalty: 2770.741943
	Iteration 13Q: 3 clusters Score -605471.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -605512.375000 Penalty: 2770.741943
	Iteration 14Q: 3 clusters Score -605512.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -605543.562500 Penalty: 2770.741943
	Iteration 15Q: 3 clusters Score -605543.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -605568.250000 Penalty: 2770.741943
	Iteration 16Q: 3 clusters Score -605568.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -605582.187500 Penalty: 2770.741943
	Iteration 17Q: 3 clusters Score -605582.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -605598.687500 Penalty: 2770.741943
	Iteration 18Q: 3 clusters Score -605598.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -605615.062500 Penalty: 2770.741943
	Iteration 19Q: 3 clusters Score -605615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -605626.500000 Penalty: 2770.741943
	Iteration 20F: 3 clusters Score -605626.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -605639.812500 Penalty: 2770.741943
	Iteration 21Q: 3 clusters Score -605639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -605652.750000 Penalty: 2770.741943
	Iteration 22Q: 3 clusters Score -605652.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -605663.187500 Penalty: 2770.741943
	Iteration 23Q: 3 clusters Score -605663.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -605667.812500 Penalty: 2770.741943
	Iteration 24Q: 3 clusters Score -605667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -605676.312500 Penalty: 2770.741943
	Iteration 25Q: 3 clusters Score -605676.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -605685.187500 Penalty: 2770.741943
	Iteration 26Q: 3 clusters Score -605685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -605694.125000 Penalty: 2770.741943
	Iteration 27Q: 3 clusters Score -605694.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -605708.437500 Penalty: 2770.741943
	Iteration 28Q: 3 clusters Score -605708.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -605719.125000 Penalty: 2770.741943
	Iteration 29Q: 3 clusters Score -605719.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -605728.562500 Penalty: 2770.741943
	Iteration 30Q: 3 clusters Score -605728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -605737.687500 Penalty: 2770.741943
	Iteration 31Q: 3 clusters Score -605737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -605743.750000 Penalty: 2770.741943
	Iteration 32Q: 3 clusters Score -605743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -605746.687500 Penalty: 2770.741943
	Iteration 33Q: 3 clusters Score -605746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -605751.625000 Penalty: 2770.741943
	Iteration 34Q: 3 clusters Score -605751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -605755.250000 Penalty: 2770.741943
	Iteration 35Q: 3 clusters Score -605755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -605756.812500 Penalty: 2770.741943
	Iteration 36Q: 3 clusters Score -605756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -605761.687500 Penalty: 2770.741943
	Iteration 37Q: 3 clusters Score -605761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -605763.812500 Penalty: 2770.741943
	Iteration 38Q: 3 clusters Score -605763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -605766.937500 Penalty: 2770.741943
	Iteration 39Q: 3 clusters Score -605766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -605775.500000 Penalty: 2770.741943
	Iteration 40F: 3 clusters Score -605775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -605778.125000 Penalty: 2770.741943
	Iteration 41Q: 3 clusters Score -605778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -605781.937500 Penalty: 2770.741943
	Iteration 42Q: 3 clusters Score -605781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -605784.437500 Penalty: 2770.741943
	Iteration 43Q: 3 clusters Score -605784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -605787.812500 Penalty: 2770.741943
	Iteration 44Q: 3 clusters Score -605787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -605790.812500 Penalty: 2770.741943
	Iteration 45Q: 3 clusters Score -605790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -605792.250000 Penalty: 2770.741943
	Iteration 46Q: 3 clusters Score -605792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -605792.250000 Penalty: 2770.741943
	Iteration 47F: 3 clusters Score -605792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19378.357422 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19378.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19576.039062 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19576.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19605.503906 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -19605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19637.048828 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19637.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19643.474609 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19643.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19651.314453 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19651.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19651.314453 Penalty: 1768.785767
	Iteration 6F: 3 clusters Score -19651.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -191510.140625 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -191510.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -189636.921875 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -189636.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -190177.421875 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -190177.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -190404.828125 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -190404.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -190558.890625 Penalty: 2416.133789
	Iteration 3F: 3 clusters Score -190558.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190670.562500 Penalty: 2416.133789
	Iteration 4F: 3 clusters Score -190670.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190736.000000 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -190736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -190783.453125 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -190783.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -190839.984375 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -190840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -190902.781250 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -190902.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190929.890625 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -190929.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190947.812500 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -190947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -190968.828125 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -190968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -190988.890625 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -190988.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191013.125000 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -191013.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191033.203125 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -191033.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -191052.718750 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -191052.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -191082.500000 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -191082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191107.593750 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -191107.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191136.375000 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -191136.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191155.828125 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -191155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191165.656250 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -191165.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -191173.578125 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -191173.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -191181.359375 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -191181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -191187.796875 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -191187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191191.437500 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -191191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191196.859375 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -191196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191203.328125 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -191203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191209.843750 Penalty: 2416.133789
	Iteration 27Q: 3 clusters Score -191209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -191214.312500 Penalty: 2416.133789
	Iteration 28Q: 3 clusters Score -191214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191221.328125 Penalty: 2416.133789
	Iteration 29Q: 3 clusters Score -191221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -191232.281250 Penalty: 2416.133789
	Iteration 30Q: 3 clusters Score -191232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191236.765625 Penalty: 2416.133789
	Iteration 31Q: 3 clusters Score -191236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -191238.734375 Penalty: 2416.133789
	Iteration 32Q: 3 clusters Score -191238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -191240.406250 Penalty: 2416.133789
	Iteration 33Q: 3 clusters Score -191240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191246.765625 Penalty: 2416.133789
	Iteration 34Q: 3 clusters Score -191246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -191253.734375 Penalty: 2416.133789
	Iteration 35Q: 3 clusters Score -191253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -191257.828125 Penalty: 2416.133789
	Iteration 36Q: 3 clusters Score -191257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191261.671875 Penalty: 2416.133789
	Iteration 37Q: 3 clusters Score -191261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191265.468750 Penalty: 2416.133789
	Iteration 38Q: 3 clusters Score -191265.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -191268.953125 Penalty: 2416.133789
	Iteration 39Q: 3 clusters Score -191269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191270.937500 Penalty: 2416.133789
	Iteration 40F: 3 clusters Score -191270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -191272.421875 Penalty: 2416.133789
	Iteration 41Q: 3 clusters Score -191272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191272.671875 Penalty: 2416.133789
	Iteration 42Q: 3 clusters Score -191272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191273.078125 Penalty: 2416.133789
	Iteration 43Q: 3 clusters Score -191273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191273.125000 Penalty: 2416.133789
	Iteration 44Q: 3 clusters Score -191273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191273.781250 Penalty: 2416.133789
	Iteration 45Q: 3 clusters Score -191273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191273.781250 Penalty: 2416.133789
	Iteration 46F: 3 clusters Score -191273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36059.605469 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36059.61 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36300.988281 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36300.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36482.386719 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36482.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36724.105469 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -36724.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37048.203125 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -37048.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37224.882812 Penalty: 1918.355835
	Iteration 5F: 3 clusters Score -37224.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37278.261719 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37278.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37299.605469 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37299.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37304.703125 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -37304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37304.703125 Penalty: 1918.355835
	Iteration 9F: 3 clusters Score -37304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 78 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 71819 members 
Mstep: Class 7 contains 7077 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 52256 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 44569 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 73498 members 
Mstep: Class 18 contains 48102 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 29827 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 31620 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 51882 members 
Mstep: Class 26 contains 12146 members 
Mstep: Class 27 contains 53005 members 
Mstep: Class 28 contains 288 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 86461 members 
Mstep: Class 33 contains 75747 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 53231 members 
Mstep: Class 37 contains 17493 members 
Mstep: Class 38 contains 80414 members 
Mstep: Class 39 contains 98942 members 
Entering Unmasked Estep 
Score: -127774016.000000 Penalty: 87559.406250
Splitting cluster 4 changes total score from -127774704.000000 to -127774016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -1026685.062500 Penalty: 1459.768188
	Iteration 0F: 2 clusters Score -1026685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1020750.437500 Penalty: 2919.536377
	Iteration 0F: 3 clusters Score -1020750 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1022542.812500 Penalty: 2919.536377
	Iteration 1F: 3 clusters Score -1022543 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1022737.312500 Penalty: 2919.536377
	Iteration 2F: 3 clusters Score -1022737 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1022873.562500 Penalty: 2919.536377
	Iteration 3Q: 3 clusters Score -1022874 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1022987.125000 Penalty: 2919.536377
	Iteration 4Q: 3 clusters Score -1022987 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1023091.312500 Penalty: 2919.536377
	Iteration 5Q: 3 clusters Score -1023091 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1023197.187500 Penalty: 2919.536377
	Iteration 6Q: 3 clusters Score -1023197 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1023325.187500 Penalty: 2919.536377
	Iteration 7Q: 3 clusters Score -1023325 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1023473.437500 Penalty: 2919.536377
	Iteration 8Q: 3 clusters Score -1023473 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1023641.437500 Penalty: 2919.536377
	Iteration 9Q: 3 clusters Score -1023641 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1023844.125000 Penalty: 2919.536377
	Iteration 10Q: 3 clusters Score -1023844 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1024088.437500 Penalty: 2919.536377
	Iteration 11Q: 3 clusters Score -1024088 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1024359.937500 Penalty: 2919.536377
	Iteration 12Q: 3 clusters Score -1024360 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1024611.312500 Penalty: 2919.536377
	Iteration 13Q: 3 clusters Score -1024611 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1024825.250000 Penalty: 2919.536377
	Iteration 14Q: 3 clusters Score -1024825 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1024966.875000 Penalty: 2919.536377
	Iteration 15Q: 3 clusters Score -1024967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1025063.250000 Penalty: 2919.536377
	Iteration 16Q: 3 clusters Score -1025063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1025132.875000 Penalty: 2919.536377
	Iteration 17Q: 3 clusters Score -1025133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1025181.250000 Penalty: 2919.536377
	Iteration 18Q: 3 clusters Score -1025181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1025224.375000 Penalty: 2919.536377
	Iteration 19Q: 3 clusters Score -1025224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1025253.875000 Penalty: 2919.536377
	Iteration 20F: 3 clusters Score -1025254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1025279.812500 Penalty: 2919.536377
	Iteration 21Q: 3 clusters Score -1025280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1025298.437500 Penalty: 2919.536377
	Iteration 22Q: 3 clusters Score -1025298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1025312.687500 Penalty: 2919.536377
	Iteration 23Q: 3 clusters Score -1025313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1025318.250000 Penalty: 2919.536377
	Iteration 24Q: 3 clusters Score -1025318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1025326.687500 Penalty: 2919.536377
	Iteration 25Q: 3 clusters Score -1025327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1025340.187500 Penalty: 2919.536377
	Iteration 26Q: 3 clusters Score -1025340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1025352.312500 Penalty: 2919.536377
	Iteration 27Q: 3 clusters Score -1025352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1025361.375000 Penalty: 2919.536377
	Iteration 28Q: 3 clusters Score -1025361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1025368.687500 Penalty: 2919.536377
	Iteration 29Q: 3 clusters Score -1025369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1025375.437500 Penalty: 2919.536377
	Iteration 30Q: 3 clusters Score -1025375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1025377.812500 Penalty: 2919.536377
	Iteration 31Q: 3 clusters Score -1025378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1025382.312500 Penalty: 2919.536377
	Iteration 32Q: 3 clusters Score -1025382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1025384.750000 Penalty: 2919.536377
	Iteration 33Q: 3 clusters Score -1025385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1025388.500000 Penalty: 2919.536377
	Iteration 34Q: 3 clusters Score -1025388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1025390.812500 Penalty: 2919.536377
	Iteration 35Q: 3 clusters Score -1025391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1025390.812500 Penalty: 2919.536377
	Iteration 36F: 3 clusters Score -1025391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Entering Unmasked Estep 
Score: -9158398.000000 Penalty: 1817.059570
	Iteration 0F: 2 clusters Score -9158398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -9110420.000000 Penalty: 3634.119141
	Iteration 0F: 3 clusters Score -9110420 nChanged 34231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -9129930.000000 Penalty: 3634.119141
	Iteration 1F: 3 clusters Score -9129930 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -9130666.000000 Penalty: 3634.119141
	Iteration 2Q: 3 clusters Score -9130666 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -9131685.000000 Penalty: 3634.119141
	Iteration 3Q: 3 clusters Score -9131685 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -9133228.000000 Penalty: 3634.119141
	Iteration 4Q: 3 clusters Score -9133228 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -9135521.000000 Penalty: 3634.119141
	Iteration 5F: 3 clusters Score -9135521 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -9138546.000000 Penalty: 3634.119141
	Iteration 6F: 3 clusters Score -9138546 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -9142047.000000 Penalty: 3634.119141
	Iteration 7F: 3 clusters Score -9142047 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -9145203.000000 Penalty: 3634.119141
	Iteration 8F: 3 clusters Score -9145203 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -9147458.000000 Penalty: 3634.119141
	Iteration 9F: 3 clusters Score -9147458 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -9148721.000000 Penalty: 3634.119141
	Iteration 10Q: 3 clusters Score -9148721 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -9149378.000000 Penalty: 3634.119141
	Iteration 11Q: 3 clusters Score -9149378 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -9149910.000000 Penalty: 3634.119141
	Iteration 12Q: 3 clusters Score -9149910 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -9150412.000000 Penalty: 3634.119141
	Iteration 13Q: 3 clusters Score -9150412 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -9150831.000000 Penalty: 3634.119141
	Iteration 14Q: 3 clusters Score -9150831 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -9151240.000000 Penalty: 3634.119141
	Iteration 15Q: 3 clusters Score -9151240 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -9151652.000000 Penalty: 3634.119141
	Iteration 16Q: 3 clusters Score -9151652 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -9152090.000000 Penalty: 3634.119141
	Iteration 17Q: 3 clusters Score -9152090 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -9152568.000000 Penalty: 3634.119141
	Iteration 18Q: 3 clusters Score -9152568 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -9152977.000000 Penalty: 3634.119141
	Iteration 19Q: 3 clusters Score -9152977 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -9153371.000000 Penalty: 3634.119141
	Iteration 20F: 3 clusters Score -9153371 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -9153762.000000 Penalty: 3634.119141
	Iteration 21Q: 3 clusters Score -9153762 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -9154045.000000 Penalty: 3634.119141
	Iteration 22Q: 3 clusters Score -9154045 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -9154367.000000 Penalty: 3634.119141
	Iteration 23Q: 3 clusters Score -9154367 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -9154642.000000 Penalty: 3634.119141
	Iteration 24Q: 3 clusters Score -9154642 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -9154863.000000 Penalty: 3634.119141
	Iteration 25Q: 3 clusters Score -9154863 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -9155072.000000 Penalty: 3634.119141
	Iteration 26Q: 3 clusters Score -9155072 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -9155214.000000 Penalty: 3634.119141
	Iteration 27Q: 3 clusters Score -9155214 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -9155416.000000 Penalty: 3634.119141
	Iteration 28Q: 3 clusters Score -9155416 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -9155581.000000 Penalty: 3634.119141
	Iteration 29Q: 3 clusters Score -9155581 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -9155694.000000 Penalty: 3634.119141
	Iteration 30Q: 3 clusters Score -9155694 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -9155845.000000 Penalty: 3634.119141
	Iteration 31Q: 3 clusters Score -9155845 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -9155971.000000 Penalty: 3634.119141
	Iteration 32Q: 3 clusters Score -9155971 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -9156029.000000 Penalty: 3634.119141
	Iteration 33Q: 3 clusters Score -9156029 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -9156075.000000 Penalty: 3634.119141
	Iteration 34Q: 3 clusters Score -9156075 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9156153.000000 Penalty: 3634.119141
	Iteration 35Q: 3 clusters Score -9156153 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9156218.000000 Penalty: 3634.119141
	Iteration 36Q: 3 clusters Score -9156218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9156233.000000 Penalty: 3634.119141
	Iteration 37Q: 3 clusters Score -9156233 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9156287.000000 Penalty: 3634.119141
	Iteration 38Q: 3 clusters Score -9156287 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9156341.000000 Penalty: 3634.119141
	Iteration 39Q: 3 clusters Score -9156341 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9156374.000000 Penalty: 3634.119141
	Iteration 40F: 3 clusters Score -9156374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9156392.000000 Penalty: 3634.119141
	Iteration 41Q: 3 clusters Score -9156392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9156453.000000 Penalty: 3634.119141
	Iteration 42Q: 3 clusters Score -9156453 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9156485.000000 Penalty: 3634.119141
	Iteration 43Q: 3 clusters Score -9156485 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9156547.000000 Penalty: 3634.119141
	Iteration 44Q: 3 clusters Score -9156547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9156574.000000 Penalty: 3634.119141
	Iteration 45Q: 3 clusters Score -9156574 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9156631.000000 Penalty: 3634.119141
	Iteration 46Q: 3 clusters Score -9156631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9156665.000000 Penalty: 3634.119141
	Iteration 47Q: 3 clusters Score -9156665 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9156701.000000 Penalty: 3634.119141
	Iteration 48Q: 3 clusters Score -9156701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9156729.000000 Penalty: 3634.119141
	Iteration 49Q: 3 clusters Score -9156729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9156764.000000 Penalty: 3634.119141
	Iteration 50Q: 3 clusters Score -9156764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9156788.000000 Penalty: 3634.119141
	Iteration 51Q: 3 clusters Score -9156788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9156807.000000 Penalty: 3634.119141
	Iteration 52Q: 3 clusters Score -9156807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9156841.000000 Penalty: 3634.119141
	Iteration 53Q: 3 clusters Score -9156841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9156851.000000 Penalty: 3634.119141
	Iteration 54Q: 3 clusters Score -9156851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9156869.000000 Penalty: 3634.119141
	Iteration 55Q: 3 clusters Score -9156869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9156877.000000 Penalty: 3634.119141
	Iteration 56Q: 3 clusters Score -9156877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9156864.000000 Penalty: 3634.119141
	Iteration 57Q: 3 clusters Score -9156864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9156872.000000 Penalty: 3634.119141
	Iteration 58Q: 3 clusters Score -9156872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9156868.000000 Penalty: 3634.119141
	Iteration 59Q: 3 clusters Score -9156868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9156859.000000 Penalty: 3634.119141
	Iteration 60F: 3 clusters Score -9156859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9156881.000000 Penalty: 3634.119141
	Iteration 61Q: 3 clusters Score -9156881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9156879.000000 Penalty: 3634.119141
	Iteration 62Q: 3 clusters Score -9156879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9156881.000000 Penalty: 3634.119141
	Iteration 63Q: 3 clusters Score -9156881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9156879.000000 Penalty: 3634.119141
	Iteration 64Q: 3 clusters Score -9156879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9156881.000000 Penalty: 3634.119141
	Iteration 65Q: 3 clusters Score -9156881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9156892.000000 Penalty: 3634.119141
	Iteration 66Q: 3 clusters Score -9156892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9156912.000000 Penalty: 3634.119141
	Iteration 67Q: 3 clusters Score -9156912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9156897.000000 Penalty: 3634.119141
	Iteration 68Q: 3 clusters Score -9156897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9156912.000000 Penalty: 3634.119141
	Iteration 69Q: 3 clusters Score -9156912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9156920.000000 Penalty: 3634.119141
	Iteration 70Q: 3 clusters Score -9156920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9156924.000000 Penalty: 3634.119141
	Iteration 71Q: 3 clusters Score -9156924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9156928.000000 Penalty: 3634.119141
	Iteration 72Q: 3 clusters Score -9156928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9156939.000000 Penalty: 3634.119141
	Iteration 73Q: 3 clusters Score -9156939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9156940.000000 Penalty: 3634.119141
	Iteration 74Q: 3 clusters Score -9156940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9156953.000000 Penalty: 3634.119141
	Iteration 75Q: 3 clusters Score -9156953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9156960.000000 Penalty: 3634.119141
	Iteration 76Q: 3 clusters Score -9156960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9156960.000000 Penalty: 3634.119141
	Iteration 77Q: 3 clusters Score -9156960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9156957.000000 Penalty: 3634.119141
	Iteration 78Q: 3 clusters Score -9156957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9156977.000000 Penalty: 3634.119141
	Iteration 79Q: 3 clusters Score -9156977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9156984.000000 Penalty: 3634.119141
	Iteration 80F: 3 clusters Score -9156984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9156990.000000 Penalty: 3634.119141
	Iteration 81Q: 3 clusters Score -9156990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9156985.000000 Penalty: 3634.119141
	Iteration 82Q: 3 clusters Score -9156985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9156981.000000 Penalty: 3634.119141
	Iteration 83Q: 3 clusters Score -9156981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9156986.000000 Penalty: 3634.119141
	Iteration 84Q: 3 clusters Score -9156986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9156986.000000 Penalty: 3634.119141
	Iteration 85F: 3 clusters Score -9156986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Entering Unmasked Estep 
Score: -895520.375000 Penalty: 1440.498291
	Iteration 0F: 2 clusters Score -895520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -890218.937500 Penalty: 2880.996582
	Iteration 0F: 3 clusters Score -890218.9 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -891940.937500 Penalty: 2880.996582
	Iteration 1F: 3 clusters Score -891940.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -892206.625000 Penalty: 2880.996582
	Iteration 2F: 3 clusters Score -892206.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -892392.000000 Penalty: 2880.996582
	Iteration 3F: 3 clusters Score -892392 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -892531.000000 Penalty: 2880.996582
	Iteration 4Q: 3 clusters Score -892531 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -892638.062500 Penalty: 2880.996582
	Iteration 5Q: 3 clusters Score -892638.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -892744.312500 Penalty: 2880.996582
	Iteration 6Q: 3 clusters Score -892744.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -892871.625000 Penalty: 2880.996582
	Iteration 7Q: 3 clusters Score -892871.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -893007.937500 Penalty: 2880.996582
	Iteration 8Q: 3 clusters Score -893007.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -893121.812500 Penalty: 2880.996582
	Iteration 9Q: 3 clusters Score -893121.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -893211.875000 Penalty: 2880.996582
	Iteration 10Q: 3 clusters Score -893211.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -893294.750000 Penalty: 2880.996582
	Iteration 11Q: 3 clusters Score -893294.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -893373.437500 Penalty: 2880.996582
	Iteration 12Q: 3 clusters Score -893373.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -893448.250000 Penalty: 2880.996582
	Iteration 13Q: 3 clusters Score -893448.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -893526.750000 Penalty: 2880.996582
	Iteration 14Q: 3 clusters Score -893526.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -893587.187500 Penalty: 2880.996582
	Iteration 15Q: 3 clusters Score -893587.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -893652.625000 Penalty: 2880.996582
	Iteration 16Q: 3 clusters Score -893652.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -893712.562500 Penalty: 2880.996582
	Iteration 17Q: 3 clusters Score -893712.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -893765.625000 Penalty: 2880.996582
	Iteration 18Q: 3 clusters Score -893765.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -893808.312500 Penalty: 2880.996582
	Iteration 19Q: 3 clusters Score -893808.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -893853.687500 Penalty: 2880.996582
	Iteration 20F: 3 clusters Score -893853.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -893885.125000 Penalty: 2880.996582
	Iteration 21Q: 3 clusters Score -893885.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -893907.750000 Penalty: 2880.996582
	Iteration 22Q: 3 clusters Score -893907.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -893927.812500 Penalty: 2880.996582
	Iteration 23Q: 3 clusters Score -893927.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -893942.062500 Penalty: 2880.996582
	Iteration 24Q: 3 clusters Score -893942.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -893957.625000 Penalty: 2880.996582
	Iteration 25Q: 3 clusters Score -893957.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -893966.000000 Penalty: 2880.996582
	Iteration 26Q: 3 clusters Score -893966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -893975.750000 Penalty: 2880.996582
	Iteration 27Q: 3 clusters Score -893975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -893981.062500 Penalty: 2880.996582
	Iteration 28Q: 3 clusters Score -893981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -893989.312500 Penalty: 2880.996582
	Iteration 29Q: 3 clusters Score -893989.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -893991.812500 Penalty: 2880.996582
	Iteration 30Q: 3 clusters Score -893991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -893997.312500 Penalty: 2880.996582
	Iteration 31Q: 3 clusters Score -893997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -893999.500000 Penalty: 2880.996582
	Iteration 32Q: 3 clusters Score -893999.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -894004.875000 Penalty: 2880.996582
	Iteration 33Q: 3 clusters Score -894004.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -894007.375000 Penalty: 2880.996582
	Iteration 34Q: 3 clusters Score -894007.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -894010.375000 Penalty: 2880.996582
	Iteration 35Q: 3 clusters Score -894010.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -894013.500000 Penalty: 2880.996582
	Iteration 36Q: 3 clusters Score -894013.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -894014.250000 Penalty: 2880.996582
	Iteration 37Q: 3 clusters Score -894014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -894016.062500 Penalty: 2880.996582
	Iteration 38Q: 3 clusters Score -894016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -894017.562500 Penalty: 2880.996582
	Iteration 39Q: 3 clusters Score -894017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -894021.125000 Penalty: 2880.996582
	Iteration 40F: 3 clusters Score -894021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -894026.375000 Penalty: 2880.996582
	Iteration 41Q: 3 clusters Score -894026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -894026.937500 Penalty: 2880.996582
	Iteration 42Q: 3 clusters Score -894026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -894027.562500 Penalty: 2880.996582
	Iteration 43Q: 3 clusters Score -894027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -894030.562500 Penalty: 2880.996582
	Iteration 44Q: 3 clusters Score -894030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -894032.562500 Penalty: 2880.996582
	Iteration 45Q: 3 clusters Score -894032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -894031.312500 Penalty: 2880.996582
	Iteration 46Q: 3 clusters Score -894031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -894031.375000 Penalty: 2880.996582
	Iteration 47Q: 3 clusters Score -894031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -894031.375000 Penalty: 2880.996582
	Iteration 48F: 3 clusters Score -894031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Entering Unmasked Estep 
Score: -1502730.750000 Penalty: 1535.584473
	Iteration 0F: 2 clusters Score -1502731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1493911.000000 Penalty: 3071.168945
	Iteration 0F: 3 clusters Score -1493911 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1497042.625000 Penalty: 3071.168945
	Iteration 1F: 3 clusters Score -1497043 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1497559.250000 Penalty: 3071.168945
	Iteration 2F: 3 clusters Score -1497559 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1498107.875000 Penalty: 3071.168945
	Iteration 3F: 3 clusters Score -1498108 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1498692.500000 Penalty: 3071.168945
	Iteration 4F: 3 clusters Score -1498692 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1499197.000000 Penalty: 3071.168945
	Iteration 5F: 3 clusters Score -1499197 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1499564.000000 Penalty: 3071.168945
	Iteration 6F: 3 clusters Score -1499564 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1499869.500000 Penalty: 3071.168945
	Iteration 7Q: 3 clusters Score -1499870 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1500074.500000 Penalty: 3071.168945
	Iteration 8Q: 3 clusters Score -1500074 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1500194.000000 Penalty: 3071.168945
	Iteration 9Q: 3 clusters Score -1500194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1500273.875000 Penalty: 3071.168945
	Iteration 10Q: 3 clusters Score -1500274 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1500332.125000 Penalty: 3071.168945
	Iteration 11Q: 3 clusters Score -1500332 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1500384.625000 Penalty: 3071.168945
	Iteration 12Q: 3 clusters Score -1500385 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1500431.000000 Penalty: 3071.168945
	Iteration 13Q: 3 clusters Score -1500431 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1500469.375000 Penalty: 3071.168945
	Iteration 14Q: 3 clusters Score -1500469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1500511.375000 Penalty: 3071.168945
	Iteration 15Q: 3 clusters Score -1500511 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1500545.000000 Penalty: 3071.168945
	Iteration 16Q: 3 clusters Score -1500545 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1500581.125000 Penalty: 3071.168945
	Iteration 17Q: 3 clusters Score -1500581 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1500618.000000 Penalty: 3071.168945
	Iteration 18Q: 3 clusters Score -1500618 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1500644.500000 Penalty: 3071.168945
	Iteration 19Q: 3 clusters Score -1500644 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1500664.125000 Penalty: 3071.168945
	Iteration 20F: 3 clusters Score -1500664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1500690.250000 Penalty: 3071.168945
	Iteration 21Q: 3 clusters Score -1500690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1500712.125000 Penalty: 3071.168945
	Iteration 22Q: 3 clusters Score -1500712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1500729.875000 Penalty: 3071.168945
	Iteration 23Q: 3 clusters Score -1500730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1500743.750000 Penalty: 3071.168945
	Iteration 24Q: 3 clusters Score -1500744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1500763.625000 Penalty: 3071.168945
	Iteration 25Q: 3 clusters Score -1500764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1500790.125000 Penalty: 3071.168945
	Iteration 26Q: 3 clusters Score -1500790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1500822.625000 Penalty: 3071.168945
	Iteration 27Q: 3 clusters Score -1500823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1500843.625000 Penalty: 3071.168945
	Iteration 28Q: 3 clusters Score -1500844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1500869.250000 Penalty: 3071.168945
	Iteration 29Q: 3 clusters Score -1500869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1500893.875000 Penalty: 3071.168945
	Iteration 30Q: 3 clusters Score -1500894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1500924.000000 Penalty: 3071.168945
	Iteration 31Q: 3 clusters Score -1500924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1500961.125000 Penalty: 3071.168945
	Iteration 32Q: 3 clusters Score -1500961 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1501008.375000 Penalty: 3071.168945
	Iteration 33Q: 3 clusters Score -1501008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1501059.875000 Penalty: 3071.168945
	Iteration 34Q: 3 clusters Score -1501060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1501137.000000 Penalty: 3071.168945
	Iteration 35Q: 3 clusters Score -1501137 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1501243.250000 Penalty: 3071.168945
	Iteration 36Q: 3 clusters Score -1501243 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1501358.875000 Penalty: 3071.168945
	Iteration 37Q: 3 clusters Score -1501359 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1501484.250000 Penalty: 3071.168945
	Iteration 38Q: 3 clusters Score -1501484 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1501592.875000 Penalty: 3071.168945
	Iteration 39Q: 3 clusters Score -1501593 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1501683.750000 Penalty: 3071.168945
	Iteration 40F: 3 clusters Score -1501684 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1501773.000000 Penalty: 3071.168945
	Iteration 41Q: 3 clusters Score -1501773 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1501852.875000 Penalty: 3071.168945
	Iteration 42Q: 3 clusters Score -1501853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1501921.125000 Penalty: 3071.168945
	Iteration 43Q: 3 clusters Score -1501921 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1501970.625000 Penalty: 3071.168945
	Iteration 44Q: 3 clusters Score -1501971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1502016.250000 Penalty: 3071.168945
	Iteration 45Q: 3 clusters Score -1502016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1502067.250000 Penalty: 3071.168945
	Iteration 46Q: 3 clusters Score -1502067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1502108.625000 Penalty: 3071.168945
	Iteration 47Q: 3 clusters Score -1502109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1502136.750000 Penalty: 3071.168945
	Iteration 48Q: 3 clusters Score -1502137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1502155.375000 Penalty: 3071.168945
	Iteration 49Q: 3 clusters Score -1502155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1502164.250000 Penalty: 3071.168945
	Iteration 50Q: 3 clusters Score -1502164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1502169.250000 Penalty: 3071.168945
	Iteration 51Q: 3 clusters Score -1502169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1502176.125000 Penalty: 3071.168945
	Iteration 52Q: 3 clusters Score -1502176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1502180.625000 Penalty: 3071.168945
	Iteration 53Q: 3 clusters Score -1502181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1502188.500000 Penalty: 3071.168945
	Iteration 54Q: 3 clusters Score -1502188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1502188.875000 Penalty: 3071.168945
	Iteration 55Q: 3 clusters Score -1502189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1502195.125000 Penalty: 3071.168945
	Iteration 56Q: 3 clusters Score -1502195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1502196.750000 Penalty: 3071.168945
	Iteration 57Q: 3 clusters Score -1502197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1502201.250000 Penalty: 3071.168945
	Iteration 58Q: 3 clusters Score -1502201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1502201.375000 Penalty: 3071.168945
	Iteration 59Q: 3 clusters Score -1502201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1502200.625000 Penalty: 3071.168945
	Iteration 60F: 3 clusters Score -1502201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1502203.625000 Penalty: 3071.168945
	Iteration 61Q: 3 clusters Score -1502204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1502206.250000 Penalty: 3071.168945
	Iteration 62Q: 3 clusters Score -1502206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1502205.375000 Penalty: 3071.168945
	Iteration 63Q: 3 clusters Score -1502205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1502204.875000 Penalty: 3071.168945
	Iteration 64Q: 3 clusters Score -1502205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1502203.750000 Penalty: 3071.168945
	Iteration 65Q: 3 clusters Score -1502204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1502203.750000 Penalty: 3071.168945
	Iteration 66F: 3 clusters Score -1502204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -687292.062500 Penalty: 1397.958374
	Iteration 0F: 2 clusters Score -687292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -683074.125000 Penalty: 2795.916748
	Iteration 0F: 3 clusters Score -683074.1 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -684295.125000 Penalty: 2795.916748
	Iteration 1F: 3 clusters Score -684295.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -684537.062500 Penalty: 2795.916748
	Iteration 2F: 3 clusters Score -684537.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -684761.875000 Penalty: 2795.916748
	Iteration 3F: 3 clusters Score -684761.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -684972.937500 Penalty: 2795.916748
	Iteration 4F: 3 clusters Score -684972.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -685196.437500 Penalty: 2795.916748
	Iteration 5F: 3 clusters Score -685196.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -685449.437500 Penalty: 2795.916748
	Iteration 6F: 3 clusters Score -685449.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -685707.500000 Penalty: 2795.916748
	Iteration 7F: 3 clusters Score -685707.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -685935.187500 Penalty: 2795.916748
	Iteration 8F: 3 clusters Score -685935.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -686133.687500 Penalty: 2795.916748
	Iteration 9Q: 3 clusters Score -686133.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -686309.937500 Penalty: 2795.916748
	Iteration 10Q: 3 clusters Score -686309.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -686467.687500 Penalty: 2795.916748
	Iteration 11Q: 3 clusters Score -686467.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -686648.937500 Penalty: 2795.916748
	Iteration 12Q: 3 clusters Score -686648.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -686833.812500 Penalty: 2795.916748
	Iteration 13Q: 3 clusters Score -686833.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -686943.375000 Penalty: 2795.916748
	Iteration 14Q: 3 clusters Score -686943.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -687001.812500 Penalty: 2795.916748
	Iteration 15Q: 3 clusters Score -687001.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -687039.375000 Penalty: 2795.916748
	Iteration 16Q: 3 clusters Score -687039.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -687076.312500 Penalty: 2795.916748
	Iteration 17Q: 3 clusters Score -687076.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -687133.750000 Penalty: 2795.916748
	Iteration 18Q: 3 clusters Score -687133.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -687204.437500 Penalty: 2795.916748
	Iteration 19Q: 3 clusters Score -687204.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -687310.875000 Penalty: 2795.916748
	Iteration 20F: 3 clusters Score -687310.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -687465.375000 Penalty: 2795.916748
	Iteration 21Q: 3 clusters Score -687465.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -687660.562500 Penalty: 2795.916748
	Iteration 22Q: 3 clusters Score -687660.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -687833.125000 Penalty: 2795.916748
	Iteration 23Q: 3 clusters Score -687833.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -687914.937500 Penalty: 2795.916748
	Iteration 24Q: 3 clusters Score -687914.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -687963.812500 Penalty: 2795.916748
	Iteration 25Q: 3 clusters Score -687963.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -687986.187500 Penalty: 2795.916748
	Iteration 26Q: 3 clusters Score -687986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -687995.937500 Penalty: 2795.916748
	Iteration 27Q: 3 clusters Score -687995.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -688002.937500 Penalty: 2795.916748
	Iteration 28Q: 3 clusters Score -688002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -688004.812500 Penalty: 2795.916748
	Iteration 29Q: 3 clusters Score -688004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -688007.562500 Penalty: 2795.916748
	Iteration 30Q: 3 clusters Score -688007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -688008.125000 Penalty: 2795.916748
	Iteration 31Q: 3 clusters Score -688008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -688010.937500 Penalty: 2795.916748
	Iteration 32Q: 3 clusters Score -688010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -688011.187500 Penalty: 2795.916748
	Iteration 33Q: 3 clusters Score -688011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -688011.875000 Penalty: 2795.916748
	Iteration 34Q: 3 clusters Score -688011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -688011.500000 Penalty: 2795.916748
	Iteration 35Q: 3 clusters Score -688011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -688011.625000 Penalty: 2795.916748
	Iteration 36Q: 3 clusters Score -688011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -688011.625000 Penalty: 2795.916748
	Iteration 37F: 3 clusters Score -688011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 71819 members 
Mstep: Class 7 contains 7077 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 52256 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 44569 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 73498 members 
Mstep: Class 18 contains 48102 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 29827 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 31620 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 51882 members 
Mstep: Class 26 contains 12146 members 
Mstep: Class 27 contains 53005 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 86461 members 
Mstep: Class 33 contains 75747 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 53231 members 
Mstep: Class 37 contains 17493 members 
Mstep: Class 38 contains 80414 members 
Mstep: Class 39 contains 98942 members 
Entering Unmasked Estep 
Score: -127775056.000000 Penalty: 87559.406250
Splitting cluster 9 changes total score from -127774704.000000 to -127775056.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -558881.750000 Penalty: 1359.988037
	Iteration 0F: 2 clusters Score -558881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -555325.937500 Penalty: 2719.976074
	Iteration 0F: 3 clusters Score -555325.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -556222.875000 Penalty: 2719.976074
	Iteration 1F: 3 clusters Score -556222.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -556454.125000 Penalty: 2719.976074
	Iteration 2F: 3 clusters Score -556454.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -556615.250000 Penalty: 2719.976074
	Iteration 3F: 3 clusters Score -556615.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -556758.187500 Penalty: 2719.976074
	Iteration 4F: 3 clusters Score -556758.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -556869.062500 Penalty: 2719.976074
	Iteration 5Q: 3 clusters Score -556869.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -556984.062500 Penalty: 2719.976074
	Iteration 6Q: 3 clusters Score -556984.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -557098.062500 Penalty: 2719.976074
	Iteration 7Q: 3 clusters Score -557098.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -557220.375000 Penalty: 2719.976074
	Iteration 8Q: 3 clusters Score -557220.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -557340.687500 Penalty: 2719.976074
	Iteration 9Q: 3 clusters Score -557340.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -557434.375000 Penalty: 2719.976074
	Iteration 10Q: 3 clusters Score -557434.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -557510.312500 Penalty: 2719.976074
	Iteration 11Q: 3 clusters Score -557510.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -557575.812500 Penalty: 2719.976074
	Iteration 12Q: 3 clusters Score -557575.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -557631.812500 Penalty: 2719.976074
	Iteration 13Q: 3 clusters Score -557631.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -557672.437500 Penalty: 2719.976074
	Iteration 14Q: 3 clusters Score -557672.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -557700.812500 Penalty: 2719.976074
	Iteration 15Q: 3 clusters Score -557700.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -557725.000000 Penalty: 2719.976074
	Iteration 16Q: 3 clusters Score -557725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -557746.687500 Penalty: 2719.976074
	Iteration 17Q: 3 clusters Score -557746.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -557769.000000 Penalty: 2719.976074
	Iteration 18Q: 3 clusters Score -557769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -557785.375000 Penalty: 2719.976074
	Iteration 19Q: 3 clusters Score -557785.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -557801.937500 Penalty: 2719.976074
	Iteration 20F: 3 clusters Score -557801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -557817.187500 Penalty: 2719.976074
	Iteration 21Q: 3 clusters Score -557817.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -557829.937500 Penalty: 2719.976074
	Iteration 22Q: 3 clusters Score -557829.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -557840.437500 Penalty: 2719.976074
	Iteration 23Q: 3 clusters Score -557840.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -557844.937500 Penalty: 2719.976074
	Iteration 24Q: 3 clusters Score -557844.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -557851.750000 Penalty: 2719.976074
	Iteration 25Q: 3 clusters Score -557851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -557857.687500 Penalty: 2719.976074
	Iteration 26Q: 3 clusters Score -557857.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -557863.000000 Penalty: 2719.976074
	Iteration 27Q: 3 clusters Score -557863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -557866.000000 Penalty: 2719.976074
	Iteration 28Q: 3 clusters Score -557866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -557868.875000 Penalty: 2719.976074
	Iteration 29Q: 3 clusters Score -557868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -557873.562500 Penalty: 2719.976074
	Iteration 30Q: 3 clusters Score -557873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -557876.062500 Penalty: 2719.976074
	Iteration 31Q: 3 clusters Score -557876.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -557880.062500 Penalty: 2719.976074
	Iteration 32Q: 3 clusters Score -557880.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -557883.562500 Penalty: 2719.976074
	Iteration 33Q: 3 clusters Score -557883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -557887.125000 Penalty: 2719.976074
	Iteration 34Q: 3 clusters Score -557887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -557888.875000 Penalty: 2719.976074
	Iteration 35Q: 3 clusters Score -557888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -557890.187500 Penalty: 2719.976074
	Iteration 36Q: 3 clusters Score -557890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -557891.500000 Penalty: 2719.976074
	Iteration 37Q: 3 clusters Score -557891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -557891.312500 Penalty: 2719.976074
	Iteration 38Q: 3 clusters Score -557891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -557891.250000 Penalty: 2719.976074
	Iteration 39Q: 3 clusters Score -557891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -557892.125000 Penalty: 2719.976074
	Iteration 40F: 3 clusters Score -557892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -557892.875000 Penalty: 2719.976074
	Iteration 41Q: 3 clusters Score -557892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -557893.437500 Penalty: 2719.976074
	Iteration 42Q: 3 clusters Score -557893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -557894.375000 Penalty: 2719.976074
	Iteration 43Q: 3 clusters Score -557894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -557895.750000 Penalty: 2719.976074
	Iteration 44Q: 3 clusters Score -557895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -557896.375000 Penalty: 2719.976074
	Iteration 45Q: 3 clusters Score -557896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -557898.937500 Penalty: 2719.976074
	Iteration 46Q: 3 clusters Score -557898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -557899.750000 Penalty: 2719.976074
	Iteration 47Q: 3 clusters Score -557899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -557902.125000 Penalty: 2719.976074
	Iteration 48Q: 3 clusters Score -557902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -557903.625000 Penalty: 2719.976074
	Iteration 49Q: 3 clusters Score -557903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -557906.125000 Penalty: 2719.976074
	Iteration 50Q: 3 clusters Score -557906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -557906.625000 Penalty: 2719.976074
	Iteration 51Q: 3 clusters Score -557906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -557907.500000 Penalty: 2719.976074
	Iteration 52Q: 3 clusters Score -557907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -557907.500000 Penalty: 2719.976074
	Iteration 53F: 3 clusters Score -557907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -314579.937500 Penalty: 1262.592651
	Iteration 0F: 2 clusters Score -314579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -312212.687500 Penalty: 2525.185303
	Iteration 0F: 3 clusters Score -312212.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312760.968750 Penalty: 2525.185303
	Iteration 1F: 3 clusters Score -312761 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -312884.750000 Penalty: 2525.185303
	Iteration 2F: 3 clusters Score -312884.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -312957.562500 Penalty: 2525.185303
	Iteration 3Q: 3 clusters Score -312957.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -313005.968750 Penalty: 2525.185303
	Iteration 4Q: 3 clusters Score -313006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -313027.562500 Penalty: 2525.185303
	Iteration 5Q: 3 clusters Score -313027.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -313044.250000 Penalty: 2525.185303
	Iteration 6Q: 3 clusters Score -313044.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -313058.031250 Penalty: 2525.185303
	Iteration 7Q: 3 clusters Score -313058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -313072.937500 Penalty: 2525.185303
	Iteration 8Q: 3 clusters Score -313072.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -313085.375000 Penalty: 2525.185303
	Iteration 9Q: 3 clusters Score -313085.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -313092.781250 Penalty: 2525.185303
	Iteration 10Q: 3 clusters Score -313092.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -313098.593750 Penalty: 2525.185303
	Iteration 11Q: 3 clusters Score -313098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -313106.812500 Penalty: 2525.185303
	Iteration 12Q: 3 clusters Score -313106.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -313114.187500 Penalty: 2525.185303
	Iteration 13Q: 3 clusters Score -313114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -313120.375000 Penalty: 2525.185303
	Iteration 14Q: 3 clusters Score -313120.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -313125.750000 Penalty: 2525.185303
	Iteration 15Q: 3 clusters Score -313125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -313133.218750 Penalty: 2525.185303
	Iteration 16Q: 3 clusters Score -313133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -313138.218750 Penalty: 2525.185303
	Iteration 17Q: 3 clusters Score -313138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -313142.625000 Penalty: 2525.185303
	Iteration 18Q: 3 clusters Score -313142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -313146.031250 Penalty: 2525.185303
	Iteration 19Q: 3 clusters Score -313146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313149.093750 Penalty: 2525.185303
	Iteration 20F: 3 clusters Score -313149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313151.812500 Penalty: 2525.185303
	Iteration 21Q: 3 clusters Score -313151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -313154.125000 Penalty: 2525.185303
	Iteration 22Q: 3 clusters Score -313154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -313154.656250 Penalty: 2525.185303
	Iteration 23Q: 3 clusters Score -313154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -313156.625000 Penalty: 2525.185303
	Iteration 24Q: 3 clusters Score -313156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -313157.468750 Penalty: 2525.185303
	Iteration 25Q: 3 clusters Score -313157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -313159.656250 Penalty: 2525.185303
	Iteration 26Q: 3 clusters Score -313159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -313161.500000 Penalty: 2525.185303
	Iteration 27Q: 3 clusters Score -313161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -313164.218750 Penalty: 2525.185303
	Iteration 28Q: 3 clusters Score -313164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -313168.125000 Penalty: 2525.185303
	Iteration 29Q: 3 clusters Score -313168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -313171.375000 Penalty: 2525.185303
	Iteration 30Q: 3 clusters Score -313171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -313173.562500 Penalty: 2525.185303
	Iteration 31Q: 3 clusters Score -313173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -313176.218750 Penalty: 2525.185303
	Iteration 32Q: 3 clusters Score -313176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -313179.093750 Penalty: 2525.185303
	Iteration 33Q: 3 clusters Score -313179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -313183.593750 Penalty: 2525.185303
	Iteration 34Q: 3 clusters Score -313183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -313188.250000 Penalty: 2525.185303
	Iteration 35Q: 3 clusters Score -313188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -313189.875000 Penalty: 2525.185303
	Iteration 36Q: 3 clusters Score -313189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -313191.093750 Penalty: 2525.185303
	Iteration 37Q: 3 clusters Score -313191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -313192.343750 Penalty: 2525.185303
	Iteration 38Q: 3 clusters Score -313192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -313192.718750 Penalty: 2525.185303
	Iteration 39Q: 3 clusters Score -313192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -313193.468750 Penalty: 2525.185303
	Iteration 40F: 3 clusters Score -313193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -313195.250000 Penalty: 2525.185303
	Iteration 41Q: 3 clusters Score -313195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -313195.593750 Penalty: 2525.185303
	Iteration 42Q: 3 clusters Score -313195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -313195.593750 Penalty: 2525.185303
	Iteration 43F: 3 clusters Score -313195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Entering Unmasked Estep 
Score: -6560476.000000 Penalty: 1765.385376
	Iteration 0F: 2 clusters Score -6560476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6525637.000000 Penalty: 3530.770752
	Iteration 0F: 3 clusters Score -6525637 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -6539559.000000 Penalty: 3530.770752
	Iteration 1F: 3 clusters Score -6539559 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -6540131.500000 Penalty: 3530.770752
	Iteration 2Q: 3 clusters Score -6540132 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -6540855.500000 Penalty: 3530.770752
	Iteration 3Q: 3 clusters Score -6540856 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -6541534.000000 Penalty: 3530.770752
	Iteration 4Q: 3 clusters Score -6541534 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -6542434.000000 Penalty: 3530.770752
	Iteration 5Q: 3 clusters Score -6542434 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -6543634.000000 Penalty: 3530.770752
	Iteration 6Q: 3 clusters Score -6543634 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -6545410.500000 Penalty: 3530.770752
	Iteration 7F: 3 clusters Score -6545410 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -6547704.500000 Penalty: 3530.770752
	Iteration 8F: 3 clusters Score -6547704 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -6550344.000000 Penalty: 3530.770752
	Iteration 9F: 3 clusters Score -6550344 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -6552947.500000 Penalty: 3530.770752
	Iteration 10F: 3 clusters Score -6552948 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6555091.500000 Penalty: 3530.770752
	Iteration 11Q: 3 clusters Score -6555092 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6556654.000000 Penalty: 3530.770752
	Iteration 12Q: 3 clusters Score -6556654 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6557581.500000 Penalty: 3530.770752
	Iteration 13Q: 3 clusters Score -6557582 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6558207.500000 Penalty: 3530.770752
	Iteration 14Q: 3 clusters Score -6558208 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6558540.000000 Penalty: 3530.770752
	Iteration 15Q: 3 clusters Score -6558540 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6558711.500000 Penalty: 3530.770752
	Iteration 16Q: 3 clusters Score -6558712 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6558818.000000 Penalty: 3530.770752
	Iteration 17Q: 3 clusters Score -6558818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6558878.000000 Penalty: 3530.770752
	Iteration 18Q: 3 clusters Score -6558878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6558903.500000 Penalty: 3530.770752
	Iteration 19Q: 3 clusters Score -6558904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6558911.500000 Penalty: 3530.770752
	Iteration 20F: 3 clusters Score -6558912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6558914.500000 Penalty: 3530.770752
	Iteration 21Q: 3 clusters Score -6558914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6558929.000000 Penalty: 3530.770752
	Iteration 22Q: 3 clusters Score -6558929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6558933.000000 Penalty: 3530.770752
	Iteration 23Q: 3 clusters Score -6558933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6558938.000000 Penalty: 3530.770752
	Iteration 24Q: 3 clusters Score -6558938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6558941.500000 Penalty: 3530.770752
	Iteration 25Q: 3 clusters Score -6558942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6558944.000000 Penalty: 3530.770752
	Iteration 26Q: 3 clusters Score -6558944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6558944.000000 Penalty: 3530.770752
	Iteration 27Q: 3 clusters Score -6558944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6558948.000000 Penalty: 3530.770752
	Iteration 28Q: 3 clusters Score -6558948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6558951.500000 Penalty: 3530.770752
	Iteration 29Q: 3 clusters Score -6558952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6558951.500000 Penalty: 3530.770752
	Iteration 30F: 3 clusters Score -6558952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Entering Unmasked Estep 
Score: -2217803.000000 Penalty: 1585.778320
	Iteration 0F: 2 clusters Score -2217803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2205983.250000 Penalty: 3171.556641
	Iteration 0F: 3 clusters Score -2205983 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2210351.250000 Penalty: 3171.556641
	Iteration 1F: 3 clusters Score -2210351 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2210805.500000 Penalty: 3171.556641
	Iteration 2F: 3 clusters Score -2210806 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2211235.000000 Penalty: 3171.556641
	Iteration 3F: 3 clusters Score -2211235 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2211720.250000 Penalty: 3171.556641
	Iteration 4F: 3 clusters Score -2211720 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2212293.250000 Penalty: 3171.556641
	Iteration 5F: 3 clusters Score -2212293 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2212962.750000 Penalty: 3171.556641
	Iteration 6F: 3 clusters Score -2212963 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2213685.000000 Penalty: 3171.556641
	Iteration 7F: 3 clusters Score -2213685 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2214369.750000 Penalty: 3171.556641
	Iteration 8Q: 3 clusters Score -2214370 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2214957.000000 Penalty: 3171.556641
	Iteration 9Q: 3 clusters Score -2214957 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2215365.250000 Penalty: 3171.556641
	Iteration 10Q: 3 clusters Score -2215365 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2215649.500000 Penalty: 3171.556641
	Iteration 11Q: 3 clusters Score -2215650 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2215868.000000 Penalty: 3171.556641
	Iteration 12Q: 3 clusters Score -2215868 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2216021.750000 Penalty: 3171.556641
	Iteration 13Q: 3 clusters Score -2216022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2216106.750000 Penalty: 3171.556641
	Iteration 14Q: 3 clusters Score -2216107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2216167.000000 Penalty: 3171.556641
	Iteration 15Q: 3 clusters Score -2216167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2216212.500000 Penalty: 3171.556641
	Iteration 16Q: 3 clusters Score -2216212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2216245.750000 Penalty: 3171.556641
	Iteration 17Q: 3 clusters Score -2216246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2216280.000000 Penalty: 3171.556641
	Iteration 18Q: 3 clusters Score -2216280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2216313.250000 Penalty: 3171.556641
	Iteration 19Q: 3 clusters Score -2216313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2216338.500000 Penalty: 3171.556641
	Iteration 20F: 3 clusters Score -2216338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2216362.500000 Penalty: 3171.556641
	Iteration 21Q: 3 clusters Score -2216362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2216381.750000 Penalty: 3171.556641
	Iteration 22Q: 3 clusters Score -2216382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2216400.000000 Penalty: 3171.556641
	Iteration 23Q: 3 clusters Score -2216400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2216417.250000 Penalty: 3171.556641
	Iteration 24Q: 3 clusters Score -2216417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2216429.000000 Penalty: 3171.556641
	Iteration 25Q: 3 clusters Score -2216429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2216433.750000 Penalty: 3171.556641
	Iteration 26Q: 3 clusters Score -2216434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2216437.000000 Penalty: 3171.556641
	Iteration 27Q: 3 clusters Score -2216437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2216438.750000 Penalty: 3171.556641
	Iteration 28Q: 3 clusters Score -2216439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2216442.250000 Penalty: 3171.556641
	Iteration 29Q: 3 clusters Score -2216442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2216445.500000 Penalty: 3171.556641
	Iteration 30Q: 3 clusters Score -2216446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2216446.750000 Penalty: 3171.556641
	Iteration 31Q: 3 clusters Score -2216447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2216449.250000 Penalty: 3171.556641
	Iteration 32Q: 3 clusters Score -2216449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2216452.750000 Penalty: 3171.556641
	Iteration 33Q: 3 clusters Score -2216453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2216453.500000 Penalty: 3171.556641
	Iteration 34Q: 3 clusters Score -2216454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2216456.250000 Penalty: 3171.556641
	Iteration 35Q: 3 clusters Score -2216456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2216456.250000 Penalty: 3171.556641
	Iteration 36F: 3 clusters Score -2216456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -679779.500000 Penalty: 1402.633789
	Iteration 0F: 2 clusters Score -679779.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -675364.875000 Penalty: 2805.267578
	Iteration 0F: 3 clusters Score -675364.9 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -676599.562500 Penalty: 2805.267578
	Iteration 1F: 3 clusters Score -676599.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -676812.687500 Penalty: 2805.267578
	Iteration 2F: 3 clusters Score -676812.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -676959.687500 Penalty: 2805.267578
	Iteration 3F: 3 clusters Score -676959.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -677080.187500 Penalty: 2805.267578
	Iteration 4Q: 3 clusters Score -677080.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -677207.625000 Penalty: 2805.267578
	Iteration 5Q: 3 clusters Score -677207.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -677357.500000 Penalty: 2805.267578
	Iteration 6Q: 3 clusters Score -677357.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -677522.312500 Penalty: 2805.267578
	Iteration 7Q: 3 clusters Score -677522.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -677714.187500 Penalty: 2805.267578
	Iteration 8Q: 3 clusters Score -677714.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -677917.687500 Penalty: 2805.267578
	Iteration 9Q: 3 clusters Score -677917.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -678113.875000 Penalty: 2805.267578
	Iteration 10Q: 3 clusters Score -678113.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -678251.750000 Penalty: 2805.267578
	Iteration 11Q: 3 clusters Score -678251.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -678357.500000 Penalty: 2805.267578
	Iteration 12Q: 3 clusters Score -678357.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -678434.062500 Penalty: 2805.267578
	Iteration 13Q: 3 clusters Score -678434.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -678496.687500 Penalty: 2805.267578
	Iteration 14Q: 3 clusters Score -678496.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -678549.562500 Penalty: 2805.267578
	Iteration 15Q: 3 clusters Score -678549.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -678586.812500 Penalty: 2805.267578
	Iteration 16Q: 3 clusters Score -678586.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -678605.500000 Penalty: 2805.267578
	Iteration 17Q: 3 clusters Score -678605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -678612.500000 Penalty: 2805.267578
	Iteration 18Q: 3 clusters Score -678612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -678618.750000 Penalty: 2805.267578
	Iteration 19Q: 3 clusters Score -678618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -678623.875000 Penalty: 2805.267578
	Iteration 20F: 3 clusters Score -678623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -678629.812500 Penalty: 2805.267578
	Iteration 21Q: 3 clusters Score -678629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -678631.125000 Penalty: 2805.267578
	Iteration 22Q: 3 clusters Score -678631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -678634.687500 Penalty: 2805.267578
	Iteration 23Q: 3 clusters Score -678634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -678636.250000 Penalty: 2805.267578
	Iteration 24Q: 3 clusters Score -678636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -678638.250000 Penalty: 2805.267578
	Iteration 25Q: 3 clusters Score -678638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -678641.687500 Penalty: 2805.267578
	Iteration 26Q: 3 clusters Score -678641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -678642.625000 Penalty: 2805.267578
	Iteration 27Q: 3 clusters Score -678642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -678642.625000 Penalty: 2805.267578
	Iteration 28F: 3 clusters Score -678642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Entering Unmasked Estep 
Score: -5936465.500000 Penalty: 1739.529053
	Iteration 0F: 2 clusters Score -5936466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5906649.000000 Penalty: 3479.058105
	Iteration 0F: 3 clusters Score -5906649 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5918183.000000 Penalty: 3479.058105
	Iteration 1F: 3 clusters Score -5918183 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5918648.000000 Penalty: 3479.058105
	Iteration 2Q: 3 clusters Score -5918648 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5919216.000000 Penalty: 3479.058105
	Iteration 3Q: 3 clusters Score -5919216 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -5919886.000000 Penalty: 3479.058105
	Iteration 4Q: 3 clusters Score -5919886 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -5920780.500000 Penalty: 3479.058105
	Iteration 5Q: 3 clusters Score -5920780 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5922165.500000 Penalty: 3479.058105
	Iteration 6F: 3 clusters Score -5922166 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -5924333.500000 Penalty: 3479.058105
	Iteration 7F: 3 clusters Score -5924334 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5926522.500000 Penalty: 3479.058105
	Iteration 8F: 3 clusters Score -5926522 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -5927756.000000 Penalty: 3479.058105
	Iteration 9F: 3 clusters Score -5927756 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5928370.500000 Penalty: 3479.058105
	Iteration 10Q: 3 clusters Score -5928370 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5928959.000000 Penalty: 3479.058105
	Iteration 11Q: 3 clusters Score -5928959 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -5929615.500000 Penalty: 3479.058105
	Iteration 12Q: 3 clusters Score -5929616 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5930396.500000 Penalty: 3479.058105
	Iteration 13Q: 3 clusters Score -5930396 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5931109.000000 Penalty: 3479.058105
	Iteration 14Q: 3 clusters Score -5931109 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -5931757.500000 Penalty: 3479.058105
	Iteration 15Q: 3 clusters Score -5931758 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5932367.000000 Penalty: 3479.058105
	Iteration 16Q: 3 clusters Score -5932367 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -5932867.000000 Penalty: 3479.058105
	Iteration 17Q: 3 clusters Score -5932867 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -5933288.500000 Penalty: 3479.058105
	Iteration 18Q: 3 clusters Score -5933288 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -5933641.500000 Penalty: 3479.058105
	Iteration 19Q: 3 clusters Score -5933642 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5933891.500000 Penalty: 3479.058105
	Iteration 20F: 3 clusters Score -5933892 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5934093.500000 Penalty: 3479.058105
	Iteration 21Q: 3 clusters Score -5934094 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5934238.000000 Penalty: 3479.058105
	Iteration 22Q: 3 clusters Score -5934238 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5934342.000000 Penalty: 3479.058105
	Iteration 23Q: 3 clusters Score -5934342 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5934388.000000 Penalty: 3479.058105
	Iteration 24Q: 3 clusters Score -5934388 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5934414.000000 Penalty: 3479.058105
	Iteration 25Q: 3 clusters Score -5934414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5934410.500000 Penalty: 3479.058105
	Iteration 26Q: 3 clusters Score -5934410 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -5934450.000000 Penalty: 3479.058105
	Iteration 27Q: 3 clusters Score -5934450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -5934467.000000 Penalty: 3479.058105
	Iteration 28Q: 3 clusters Score -5934467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5934463.500000 Penalty: 3479.058105
	Iteration 29Q: 3 clusters Score -5934464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5934455.500000 Penalty: 3479.058105
	Iteration 30Q: 3 clusters Score -5934456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5934468.000000 Penalty: 3479.058105
	Iteration 31Q: 3 clusters Score -5934468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -5934467.500000 Penalty: 3479.058105
	Iteration 32Q: 3 clusters Score -5934468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5934463.000000 Penalty: 3479.058105
	Iteration 33Q: 3 clusters Score -5934463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5934467.500000 Penalty: 3479.058105
	Iteration 34Q: 3 clusters Score -5934468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5934472.000000 Penalty: 3479.058105
	Iteration 35Q: 3 clusters Score -5934472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5934459.000000 Penalty: 3479.058105
	Iteration 36Q: 3 clusters Score -5934459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5934467.000000 Penalty: 3479.058105
	Iteration 37Q: 3 clusters Score -5934467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5934468.500000 Penalty: 3479.058105
	Iteration 38Q: 3 clusters Score -5934468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -5934482.000000 Penalty: 3479.058105
	Iteration 39Q: 3 clusters Score -5934482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5934477.500000 Penalty: 3479.058105
	Iteration 40F: 3 clusters Score -5934478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5934474.000000 Penalty: 3479.058105
	Iteration 41Q: 3 clusters Score -5934474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5934467.500000 Penalty: 3479.058105
	Iteration 42Q: 3 clusters Score -5934468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5934471.500000 Penalty: 3479.058105
	Iteration 43Q: 3 clusters Score -5934472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5934471.500000 Penalty: 3479.058105
	Iteration 44F: 3 clusters Score -5934472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -786026.000000 Penalty: 1420.823853
	Iteration 0F: 2 clusters Score -786026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -781268.375000 Penalty: 2841.647705
	Iteration 0F: 3 clusters Score -781268.4 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -782675.687500 Penalty: 2841.647705
	Iteration 1F: 3 clusters Score -782675.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -782873.812500 Penalty: 2841.647705
	Iteration 2F: 3 clusters Score -782873.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -783013.625000 Penalty: 2841.647705
	Iteration 3Q: 3 clusters Score -783013.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -783130.500000 Penalty: 2841.647705
	Iteration 4Q: 3 clusters Score -783130.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -783243.562500 Penalty: 2841.647705
	Iteration 5Q: 3 clusters Score -783243.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -783335.062500 Penalty: 2841.647705
	Iteration 6Q: 3 clusters Score -783335.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -783451.437500 Penalty: 2841.647705
	Iteration 7Q: 3 clusters Score -783451.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -783561.500000 Penalty: 2841.647705
	Iteration 8Q: 3 clusters Score -783561.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -783683.937500 Penalty: 2841.647705
	Iteration 9Q: 3 clusters Score -783683.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -783817.812500 Penalty: 2841.647705
	Iteration 10Q: 3 clusters Score -783817.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -783974.000000 Penalty: 2841.647705
	Iteration 11Q: 3 clusters Score -783974 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -784147.187500 Penalty: 2841.647705
	Iteration 12Q: 3 clusters Score -784147.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -784283.437500 Penalty: 2841.647705
	Iteration 13Q: 3 clusters Score -784283.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -784396.750000 Penalty: 2841.647705
	Iteration 14Q: 3 clusters Score -784396.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -784520.937500 Penalty: 2841.647705
	Iteration 15Q: 3 clusters Score -784520.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -784635.250000 Penalty: 2841.647705
	Iteration 16Q: 3 clusters Score -784635.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -784743.750000 Penalty: 2841.647705
	Iteration 17Q: 3 clusters Score -784743.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -784854.937500 Penalty: 2841.647705
	Iteration 18Q: 3 clusters Score -784854.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -784977.500000 Penalty: 2841.647705
	Iteration 19Q: 3 clusters Score -784977.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -785084.437500 Penalty: 2841.647705
	Iteration 20F: 3 clusters Score -785084.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -785178.187500 Penalty: 2841.647705
	Iteration 21Q: 3 clusters Score -785178.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -785265.437500 Penalty: 2841.647705
	Iteration 22Q: 3 clusters Score -785265.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -785353.375000 Penalty: 2841.647705
	Iteration 23Q: 3 clusters Score -785353.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -785439.125000 Penalty: 2841.647705
	Iteration 24Q: 3 clusters Score -785439.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -785519.250000 Penalty: 2841.647705
	Iteration 25Q: 3 clusters Score -785519.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -785584.187500 Penalty: 2841.647705
	Iteration 26Q: 3 clusters Score -785584.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -785634.375000 Penalty: 2841.647705
	Iteration 27Q: 3 clusters Score -785634.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -785682.375000 Penalty: 2841.647705
	Iteration 28Q: 3 clusters Score -785682.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -785703.250000 Penalty: 2841.647705
	Iteration 29Q: 3 clusters Score -785703.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -785713.750000 Penalty: 2841.647705
	Iteration 30Q: 3 clusters Score -785713.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -785718.062500 Penalty: 2841.647705
	Iteration 31Q: 3 clusters Score -785718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -785721.812500 Penalty: 2841.647705
	Iteration 32Q: 3 clusters Score -785721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -785723.750000 Penalty: 2841.647705
	Iteration 33Q: 3 clusters Score -785723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -785727.125000 Penalty: 2841.647705
	Iteration 34Q: 3 clusters Score -785727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -785725.312500 Penalty: 2841.647705
	Iteration 35Q: 3 clusters Score -785725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -785727.125000 Penalty: 2841.647705
	Iteration 36Q: 3 clusters Score -785727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -785729.437500 Penalty: 2841.647705
	Iteration 37Q: 3 clusters Score -785729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -785730.750000 Penalty: 2841.647705
	Iteration 38Q: 3 clusters Score -785730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -785731.187500 Penalty: 2841.647705
	Iteration 39Q: 3 clusters Score -785731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -785731.062500 Penalty: 2841.647705
	Iteration 40F: 3 clusters Score -785731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -785731.125000 Penalty: 2841.647705
	Iteration 41Q: 3 clusters Score -785731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -785732.437500 Penalty: 2841.647705
	Iteration 42Q: 3 clusters Score -785732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -785731.437500 Penalty: 2841.647705
	Iteration 43Q: 3 clusters Score -785731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -785731.437500 Penalty: 2841.647705
	Iteration 44F: 3 clusters Score -785731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (73498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Entering Unmasked Estep 
Score: -9751591.000000 Penalty: 1820.814697
	Iteration 0F: 2 clusters Score -9751591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -9704457.000000 Penalty: 3641.629395
	Iteration 0F: 3 clusters Score -9704457 nChanged 34913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -9725011.000000 Penalty: 3641.629395
	Iteration 1F: 3 clusters Score -9725011 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -9726009.000000 Penalty: 3641.629395
	Iteration 2Q: 3 clusters Score -9726009 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -9727144.000000 Penalty: 3641.629395
	Iteration 3Q: 3 clusters Score -9727144 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -9728890.000000 Penalty: 3641.629395
	Iteration 4F: 3 clusters Score -9728890 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -9731282.000000 Penalty: 3641.629395
	Iteration 5F: 3 clusters Score -9731282 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -9734489.000000 Penalty: 3641.629395
	Iteration 6F: 3 clusters Score -9734489 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -9738675.000000 Penalty: 3641.629395
	Iteration 7F: 3 clusters Score -9738675 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -9743173.000000 Penalty: 3641.629395
	Iteration 8F: 3 clusters Score -9743173 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -9746754.000000 Penalty: 3641.629395
	Iteration 9F: 3 clusters Score -9746754 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -9748737.000000 Penalty: 3641.629395
	Iteration 10Q: 3 clusters Score -9748737 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -9749545.000000 Penalty: 3641.629395
	Iteration 11Q: 3 clusters Score -9749545 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9749816.000000 Penalty: 3641.629395
	Iteration 12Q: 3 clusters Score -9749816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9749940.000000 Penalty: 3641.629395
	Iteration 13Q: 3 clusters Score -9749940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -9749979.000000 Penalty: 3641.629395
	Iteration 14Q: 3 clusters Score -9749979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -9750000.000000 Penalty: 3641.629395
	Iteration 15Q: 3 clusters Score -9750000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -9750019.000000 Penalty: 3641.629395
	Iteration 16Q: 3 clusters Score -9750019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -9750024.000000 Penalty: 3641.629395
	Iteration 17Q: 3 clusters Score -9750024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -9750036.000000 Penalty: 3641.629395
	Iteration 18Q: 3 clusters Score -9750036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -9750026.000000 Penalty: 3641.629395
	Iteration 19Q: 3 clusters Score -9750026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -9750026.000000 Penalty: 3641.629395
	Iteration 20F: 3 clusters Score -9750026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Entering Unmasked Estep 
Score: -6402355.000000 Penalty: 1751.925415
	Iteration 0F: 2 clusters Score -6402355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -6370341.500000 Penalty: 3503.850830
	Iteration 0F: 3 clusters Score -6370342 nChanged 22601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6382967.500000 Penalty: 3503.850830
	Iteration 1F: 3 clusters Score -6382968 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -6383391.500000 Penalty: 3503.850830
	Iteration 2Q: 3 clusters Score -6383392 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6383800.000000 Penalty: 3503.850830
	Iteration 3Q: 3 clusters Score -6383800 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6384184.000000 Penalty: 3503.850830
	Iteration 4Q: 3 clusters Score -6384184 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -6384603.000000 Penalty: 3503.850830
	Iteration 5Q: 3 clusters Score -6384603 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6385111.000000 Penalty: 3503.850830
	Iteration 6Q: 3 clusters Score -6385111 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -6385688.500000 Penalty: 3503.850830
	Iteration 7Q: 3 clusters Score -6385688 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6386701.000000 Penalty: 3503.850830
	Iteration 8Q: 3 clusters Score -6386701 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6388345.500000 Penalty: 3503.850830
	Iteration 9F: 3 clusters Score -6388346 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6391023.500000 Penalty: 3503.850830
	Iteration 10F: 3 clusters Score -6391024 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -6394121.500000 Penalty: 3503.850830
	Iteration 11F: 3 clusters Score -6394122 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -6396219.500000 Penalty: 3503.850830
	Iteration 12F: 3 clusters Score -6396220 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6397478.500000 Penalty: 3503.850830
	Iteration 13Q: 3 clusters Score -6397478 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -6398454.500000 Penalty: 3503.850830
	Iteration 14Q: 3 clusters Score -6398454 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -6399111.000000 Penalty: 3503.850830
	Iteration 15Q: 3 clusters Score -6399111 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -6399527.000000 Penalty: 3503.850830
	Iteration 16Q: 3 clusters Score -6399527 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -6399845.000000 Penalty: 3503.850830
	Iteration 17Q: 3 clusters Score -6399845 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6399997.500000 Penalty: 3503.850830
	Iteration 18Q: 3 clusters Score -6399998 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -6400105.000000 Penalty: 3503.850830
	Iteration 19Q: 3 clusters Score -6400105 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6400137.000000 Penalty: 3503.850830
	Iteration 20F: 3 clusters Score -6400137 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -6400179.000000 Penalty: 3503.850830
	Iteration 21Q: 3 clusters Score -6400179 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -6400207.000000 Penalty: 3503.850830
	Iteration 22Q: 3 clusters Score -6400207 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -6400232.500000 Penalty: 3503.850830
	Iteration 23Q: 3 clusters Score -6400232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -6400233.500000 Penalty: 3503.850830
	Iteration 24Q: 3 clusters Score -6400234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -6400269.500000 Penalty: 3503.850830
	Iteration 25Q: 3 clusters Score -6400270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -6400278.500000 Penalty: 3503.850830
	Iteration 26Q: 3 clusters Score -6400278 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -6400302.000000 Penalty: 3503.850830
	Iteration 27Q: 3 clusters Score -6400302 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -6400313.000000 Penalty: 3503.850830
	Iteration 28Q: 3 clusters Score -6400313 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -6400321.500000 Penalty: 3503.850830
	Iteration 29Q: 3 clusters Score -6400322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -6400324.000000 Penalty: 3503.850830
	Iteration 30Q: 3 clusters Score -6400324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -6400316.000000 Penalty: 3503.850830
	Iteration 31Q: 3 clusters Score -6400316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -6400305.500000 Penalty: 3503.850830
	Iteration 32Q: 3 clusters Score -6400306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -6400304.000000 Penalty: 3503.850830
	Iteration 33Q: 3 clusters Score -6400304 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -6400298.000000 Penalty: 3503.850830
	Iteration 34Q: 3 clusters Score -6400298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6400301.500000 Penalty: 3503.850830
	Iteration 35Q: 3 clusters Score -6400302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -6400324.000000 Penalty: 3503.850830
	Iteration 36Q: 3 clusters Score -6400324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -6400315.500000 Penalty: 3503.850830
	Iteration 37Q: 3 clusters Score -6400316 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -6400289.500000 Penalty: 3503.850830
	Iteration 38Q: 3 clusters Score -6400290 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -6400324.000000 Penalty: 3503.850830
	Iteration 39Q: 3 clusters Score -6400324 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -6400315.000000 Penalty: 3503.850830
	Iteration 40F: 3 clusters Score -6400315 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -6400333.500000 Penalty: 3503.850830
	Iteration 41Q: 3 clusters Score -6400334 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6400361.000000 Penalty: 3503.850830
	Iteration 42Q: 3 clusters Score -6400361 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6400350.000000 Penalty: 3503.850830
	Iteration 43Q: 3 clusters Score -6400350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -6400323.500000 Penalty: 3503.850830
	Iteration 44Q: 3 clusters Score -6400324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -6400331.500000 Penalty: 3503.850830
	Iteration 45Q: 3 clusters Score -6400332 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6400341.000000 Penalty: 3503.850830
	Iteration 46Q: 3 clusters Score -6400341 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -6400336.500000 Penalty: 3503.850830
	Iteration 47Q: 3 clusters Score -6400336 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -6400345.000000 Penalty: 3503.850830
	Iteration 48Q: 3 clusters Score -6400345 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6400334.000000 Penalty: 3503.850830
	Iteration 49Q: 3 clusters Score -6400334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6400324.000000 Penalty: 3503.850830
	Iteration 50Q: 3 clusters Score -6400324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -6400320.000000 Penalty: 3503.850830
	Iteration 51Q: 3 clusters Score -6400320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -6400339.500000 Penalty: 3503.850830
	Iteration 52Q: 3 clusters Score -6400340 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -6400302.500000 Penalty: 3503.850830
	Iteration 53Q: 3 clusters Score -6400302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6400292.000000 Penalty: 3503.850830
	Iteration 54Q: 3 clusters Score -6400292 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -6400282.000000 Penalty: 3503.850830
	Iteration 55Q: 3 clusters Score -6400282 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6400307.500000 Penalty: 3503.850830
	Iteration 56Q: 3 clusters Score -6400308 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -6400315.000000 Penalty: 3503.850830
	Iteration 57Q: 3 clusters Score -6400315 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -6400317.000000 Penalty: 3503.850830
	Iteration 58Q: 3 clusters Score -6400317 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -6400333.000000 Penalty: 3503.850830
	Iteration 59Q: 3 clusters Score -6400333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6400341.500000 Penalty: 3503.850830
	Iteration 60F: 3 clusters Score -6400342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -6400341.000000 Penalty: 3503.850830
	Iteration 61Q: 3 clusters Score -6400341 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6400360.500000 Penalty: 3503.850830
	Iteration 62Q: 3 clusters Score -6400360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -6400376.000000 Penalty: 3503.850830
	Iteration 63Q: 3 clusters Score -6400376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -6400359.500000 Penalty: 3503.850830
	Iteration 64Q: 3 clusters Score -6400360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -6400359.500000 Penalty: 3503.850830
	Iteration 65Q: 3 clusters Score -6400360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6400342 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6400336 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6400351 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6400372 nChanged 128
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Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6400342 nChanged 133
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Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6400328 nChanged 136
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Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6400328 nChanged 153
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Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6400368 nChanged 161
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Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6400372 nChanged 150
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Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6400366 nChanged 109
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Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6400382 nChanged 118
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Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6400396 nChanged 162
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Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6400412 nChanged 196
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Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6400397 nChanged 255
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Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6400394 nChanged 244
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Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6400419 nChanged 201
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Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6400430 nChanged 241
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Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6400452 nChanged 209
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Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6400450 nChanged 166
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Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6400442 nChanged 131
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Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6400464 nChanged 193
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Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6400464 nChanged 186
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Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6400474 nChanged 172
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Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6400490 nChanged 155
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Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6400468 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6400493 nChanged 131
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Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6400476 nChanged 139
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Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6400450 nChanged 126
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Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6400449 nChanged 83
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Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6400452 nChanged 134
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Mstep: Class 1 contains 38950 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6400438 nChanged 135
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Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6400425 nChanged 101
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Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 8916 members 
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	Iteration 101Q: 3 clusters Score -6400426 nChanged 85
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Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6400421 nChanged 74
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Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6400415 nChanged 107
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Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6400412 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6400411 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6400406 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6400419 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6400412 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6400418 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6400408 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6400410 nChanged 146
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Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6400398.000000 Penalty: 3503.850830
	Iteration 112Q: 3 clusters Score -6400398 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6400408 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6400395 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6400411 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6400414 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6400414 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6400423.500000 Penalty: 3503.850830
	Iteration 118Q: 3 clusters Score -6400424 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -6400445.500000 Penalty: 3503.850830
	Iteration 119Q: 3 clusters Score -6400446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -6400433.000000 Penalty: 3503.850830
	Iteration 120F: 3 clusters Score -6400433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6400437.500000 Penalty: 3503.850830
	Iteration 121Q: 3 clusters Score -6400438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6400446 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6400449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6400443.000000 Penalty: 3503.850830
	Iteration 124Q: 3 clusters Score -6400443 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6400447 nChanged 125
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Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6400452 nChanged 52
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Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6400463 nChanged 61
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Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6400468 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6400466 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -6400473.500000 Penalty: 3503.850830
	Iteration 130Q: 3 clusters Score -6400474 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -6400464.000000 Penalty: 3503.850830
	Iteration 131Q: 3 clusters Score -6400464 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -6400444.500000 Penalty: 3503.850830
	Iteration 132Q: 3 clusters Score -6400444 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6400450.000000 Penalty: 3503.850830
	Iteration 133Q: 3 clusters Score -6400450 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6400447 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -6400451.000000 Penalty: 3503.850830
	Iteration 135Q: 3 clusters Score -6400451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6400464 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6400462 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6400462 nChanged 20
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Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6400464 nChanged 15
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Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6400461 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6400456 nChanged 13
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Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6400471.500000 Penalty: 3503.850830
	Iteration 142Q: 3 clusters Score -6400472 nChanged 7
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Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6400464 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6400466 nChanged 2
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Mstep: Class 1 contains 42458 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6400466 nChanged 1
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Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6400462 nChanged 5
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Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6400470 nChanged 3
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Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6400472 nChanged 1
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Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6400471 nChanged 3
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Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -6400469.000000 Penalty: 3503.850830
	Iteration 150Q: 3 clusters Score -6400469 nChanged 2
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Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6400466 nChanged 5
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Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6400464 nChanged 0
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Entering Unmasked Estep 
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	Iteration 153F: 3 clusters Score -6400464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15373 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1943791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7689 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1933096 nChanged 6859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7790 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1936743 nChanged 829
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Mstep: Class 1 contains 7883 members 
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1937071 nChanged 762
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Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1937400 nChanged 755
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8290 members 
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Entering Unmasked Estep 
Score: -1937740.875000 Penalty: 3133.119629
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1938132.375000 Penalty: 3133.119629
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Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1938617.375000 Penalty: 3133.119629
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Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1939908.500000 Penalty: 3133.119629
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Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1940554.125000 Penalty: 3133.119629
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Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1941006.375000 Penalty: 3133.119629
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Mstep: Class 1 contains 10437 members 
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Entering Unmasked Estep 
Score: -1941332.750000 Penalty: 3133.119629
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Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1941520.000000 Penalty: 3133.119629
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Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1941644 nChanged 230
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Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 4623 members 
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Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4544 members 
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	Iteration 15Q: 3 clusters Score -1941782 nChanged 160
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Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4466 members 
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	Iteration 16Q: 3 clusters Score -1941836 nChanged 150
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Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1941893 nChanged 134
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Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1941932.625000 Penalty: 3133.119629
	Iteration 18Q: 3 clusters Score -1941933 nChanged 133
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Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1941964.750000 Penalty: 3133.119629
	Iteration 19Q: 3 clusters Score -1941965 nChanged 120
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1941993.625000 Penalty: 3133.119629
	Iteration 20F: 3 clusters Score -1941994 nChanged 94
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Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1942012.000000 Penalty: 3133.119629
	Iteration 21Q: 3 clusters Score -1942012 nChanged 67
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Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1942025.875000 Penalty: 3133.119629
	Iteration 22Q: 3 clusters Score -1942026 nChanged 60
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Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1942045 nChanged 55
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Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1942053.875000 Penalty: 3133.119629
	Iteration 24Q: 3 clusters Score -1942054 nChanged 47
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Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1942066 nChanged 47
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Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1942075 nChanged 47
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Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 3900 members 
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	Iteration 27Q: 3 clusters Score -1942088 nChanged 43
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Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1942088 nChanged 45
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Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1942096 nChanged 40
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Mstep: Class 1 contains 11573 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1942102 nChanged 27
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Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1942107.500000 Penalty: 3133.119629
	Iteration 31Q: 3 clusters Score -1942108 nChanged 22
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Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1942107 nChanged 18
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Mstep: Class 1 contains 11630 members 
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Entering Unmasked Estep 
Score: -1942113.000000 Penalty: 3133.119629
	Iteration 33Q: 3 clusters Score -1942113 nChanged 21
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Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1942110.375000 Penalty: 3133.119629
	Iteration 34Q: 3 clusters Score -1942110 nChanged 11
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Entering Unmasked Estep 
Score: -1942115.375000 Penalty: 3133.119629
	Iteration 35Q: 3 clusters Score -1942115 nChanged 9
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Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1942117 nChanged 7
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Mstep: Class 1 contains 11676 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1942115 nChanged 5
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Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1942115 nChanged 4
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Mstep: Class 1 contains 11685 members 
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	Iteration 39Q: 3 clusters Score -1942115 nChanged 5
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1942115 nChanged 5
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Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1942114 nChanged 6
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Mstep: Class 1 contains 11701 members 
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Entering Unmasked Estep 
Score: -1942118.250000 Penalty: 3133.119629
	Iteration 42Q: 3 clusters Score -1942118 nChanged 7
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Mstep: Class 1 contains 11708 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1942121 nChanged 7
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Mstep: Class 1 contains 11715 members 
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	Iteration 44Q: 3 clusters Score -1942119 nChanged 10
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Mstep: Class 1 contains 11725 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1942122 nChanged 13
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Mstep: Class 1 contains 11738 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1942123 nChanged 22
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Score: -1942126.000000 Penalty: 3133.119629
	Iteration 47Q: 3 clusters Score -1942126 nChanged 15
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	Iteration 48Q: 3 clusters Score -1942126 nChanged 17
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Entering Unmasked Estep 
Score: -1942131.625000 Penalty: 3133.119629
	Iteration 49Q: 3 clusters Score -1942132 nChanged 22
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	Iteration 50Q: 3 clusters Score -1942133 nChanged 19
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Mstep: Class 1 contains 11821 members 
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Entering Unmasked Estep 
Score: -1942136.750000 Penalty: 3133.119629
	Iteration 51Q: 3 clusters Score -1942137 nChanged 18
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Score: -1942139.500000 Penalty: 3133.119629
	Iteration 52Q: 3 clusters Score -1942140 nChanged 14
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Mstep: Class 1 contains 11853 members 
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	Iteration 53Q: 3 clusters Score -1942135 nChanged 13
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	Iteration 54Q: 3 clusters Score -1942139 nChanged 13
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Mstep: Class 1 contains 11879 members 
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	Iteration 55Q: 3 clusters Score -1942139 nChanged 18
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Entering Unmasked Estep 
Score: -1942141.500000 Penalty: 3133.119629
	Iteration 56Q: 3 clusters Score -1942142 nChanged 22
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	Iteration 57Q: 3 clusters Score -1942143 nChanged 21
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Score: -1942147.250000 Penalty: 3133.119629
	Iteration 58Q: 3 clusters Score -1942147 nChanged 31
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Score: -1942150.000000 Penalty: 3133.119629
	Iteration 59Q: 3 clusters Score -1942150 nChanged 23
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Entering Unmasked Estep 
Score: -1942154.750000 Penalty: 3133.119629
	Iteration 60F: 3 clusters Score -1942155 nChanged 25
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	Iteration 61Q: 3 clusters Score -1942155 nChanged 31
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Score: -1942159.625000 Penalty: 3133.119629
	Iteration 62Q: 3 clusters Score -1942160 nChanged 36
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	Iteration 63Q: 3 clusters Score -1942164 nChanged 19
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	Iteration 64Q: 3 clusters Score -1942168 nChanged 23
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Score: -1942170.000000 Penalty: 3133.119629
	Iteration 65Q: 3 clusters Score -1942170 nChanged 20
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Score: -1942175.375000 Penalty: 3133.119629
	Iteration 66Q: 3 clusters Score -1942175 nChanged 19
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	Iteration 67Q: 3 clusters Score -1942177 nChanged 20
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	Iteration 68Q: 3 clusters Score -1942178 nChanged 14
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	Iteration 69Q: 3 clusters Score -1942180 nChanged 8
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Score: -1942182.750000 Penalty: 3133.119629
	Iteration 70Q: 3 clusters Score -1942183 nChanged 6
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	Iteration 71Q: 3 clusters Score -1942182 nChanged 7
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1942182 nChanged 7
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	Iteration 73Q: 3 clusters Score -1942181 nChanged 4
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	Iteration 74Q: 3 clusters Score -1942180 nChanged 5
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	Iteration 75Q: 3 clusters Score -1942180 nChanged 6
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	Iteration 76Q: 3 clusters Score -1942182 nChanged 8
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	Iteration 77Q: 3 clusters Score -1942180 nChanged 8
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Score: -1942184.250000 Penalty: 3133.119629
	Iteration 78Q: 3 clusters Score -1942184 nChanged 6
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	Iteration 79Q: 3 clusters Score -1942186 nChanged 12
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	Iteration 80F: 3 clusters Score -1942187 nChanged 6
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	Iteration 81Q: 3 clusters Score -1942189 nChanged 5
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Score: -1942193.375000 Penalty: 3133.119629
	Iteration 82Q: 3 clusters Score -1942193 nChanged 7
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	Iteration 83Q: 3 clusters Score -1942191 nChanged 6
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	Iteration 84Q: 3 clusters Score -1942191 nChanged 2
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	Iteration 85Q: 3 clusters Score -1942192 nChanged 4
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	Iteration 86Q: 3 clusters Score -1942192 nChanged 2
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	Iteration 87Q: 3 clusters Score -1942191 nChanged 1
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	Iteration 88Q: 3 clusters Score -1942190 nChanged 2
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	Iteration 89Q: 3 clusters Score -1942189 nChanged 4
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	Iteration 91Q: 3 clusters Score -1942192 nChanged 2
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	Iteration 93Q: 3 clusters Score -1942193 nChanged 1
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	Iteration 94Q: 3 clusters Score -1942192 nChanged 1
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	Iteration 95Q: 3 clusters Score -1942192 nChanged 2
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	Iteration 96Q: 3 clusters Score -1942191 nChanged 1
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	Iteration 97Q: 3 clusters Score -1942189 nChanged 0
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Entering Unmasked Estep 
Score: -1942189.375000 Penalty: 3133.119629
	Iteration 98F: 3 clusters Score -1942189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Entering Unmasked Estep 
Score: -3961605.750000 Penalty: 1674.265015
	Iteration 0F: 2 clusters Score -3961606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3941539.750000 Penalty: 3348.530029
	Iteration 0F: 3 clusters Score -3941540 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3949093.000000 Penalty: 3348.530029
	Iteration 1F: 3 clusters Score -3949093 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3949548.500000 Penalty: 3348.530029
	Iteration 2Q: 3 clusters Score -3949548 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3950015.500000 Penalty: 3348.530029
	Iteration 3Q: 3 clusters Score -3950016 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3950626.000000 Penalty: 3348.530029
	Iteration 4Q: 3 clusters Score -3950626 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3951618.000000 Penalty: 3348.530029
	Iteration 5F: 3 clusters Score -3951618 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3953209.750000 Penalty: 3348.530029
	Iteration 6F: 3 clusters Score -3953210 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3955367.250000 Penalty: 3348.530029
	Iteration 7F: 3 clusters Score -3955367 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3957537.500000 Penalty: 3348.530029
	Iteration 8F: 3 clusters Score -3957538 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3959011.000000 Penalty: 3348.530029
	Iteration 9F: 3 clusters Score -3959011 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3959693.500000 Penalty: 3348.530029
	Iteration 10Q: 3 clusters Score -3959694 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3959944.500000 Penalty: 3348.530029
	Iteration 11Q: 3 clusters Score -3959944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3960032.000000 Penalty: 3348.530029
	Iteration 12Q: 3 clusters Score -3960032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3960073.750000 Penalty: 3348.530029
	Iteration 13Q: 3 clusters Score -3960074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3960099.000000 Penalty: 3348.530029
	Iteration 14Q: 3 clusters Score -3960099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3960113.000000 Penalty: 3348.530029
	Iteration 15Q: 3 clusters Score -3960113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3960110.750000 Penalty: 3348.530029
	Iteration 16Q: 3 clusters Score -3960111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3960114.250000 Penalty: 3348.530029
	Iteration 17Q: 3 clusters Score -3960114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3960114.250000 Penalty: 3348.530029
	Iteration 18Q: 3 clusters Score -3960114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3960117.000000 Penalty: 3348.530029
	Iteration 19Q: 3 clusters Score -3960117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3960118.500000 Penalty: 3348.530029
	Iteration 20F: 3 clusters Score -3960118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -157369.765625 Penalty: 1180.063110
	Iteration 0F: 2 clusters Score -157369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155686.812500 Penalty: 2360.126221
	Iteration 0F: 3 clusters Score -155686.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156261.921875 Penalty: 2360.126221
	Iteration 1F: 3 clusters Score -156261.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156509.234375 Penalty: 2360.126221
	Iteration 2F: 3 clusters Score -156509.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156699.968750 Penalty: 2360.126221
	Iteration 3F: 3 clusters Score -156700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -156831.015625 Penalty: 2360.126221
	Iteration 4F: 3 clusters Score -156831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156942.218750 Penalty: 2360.126221
	Iteration 5Q: 3 clusters Score -156942.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -157048.140625 Penalty: 2360.126221
	Iteration 6Q: 3 clusters Score -157048.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157126.265625 Penalty: 2360.126221
	Iteration 7Q: 3 clusters Score -157126.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157177.250000 Penalty: 2360.126221
	Iteration 8Q: 3 clusters Score -157177.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157210.906250 Penalty: 2360.126221
	Iteration 9Q: 3 clusters Score -157210.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157227.515625 Penalty: 2360.126221
	Iteration 10Q: 3 clusters Score -157227.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157236.640625 Penalty: 2360.126221
	Iteration 11Q: 3 clusters Score -157236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157241.359375 Penalty: 2360.126221
	Iteration 12Q: 3 clusters Score -157241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157252.046875 Penalty: 2360.126221
	Iteration 13Q: 3 clusters Score -157252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157254.421875 Penalty: 2360.126221
	Iteration 14Q: 3 clusters Score -157254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157255.859375 Penalty: 2360.126221
	Iteration 15Q: 3 clusters Score -157255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157256.218750 Penalty: 2360.126221
	Iteration 16Q: 3 clusters Score -157256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157256.218750 Penalty: 2360.126221
	Iteration 17F: 3 clusters Score -157256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Entering Unmasked Estep 
Score: -4124905.750000 Penalty: 1683.751099
	Iteration 0F: 2 clusters Score -4124906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4103655.000000 Penalty: 3367.502197
	Iteration 0F: 3 clusters Score -4103655 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4111810.500000 Penalty: 3367.502197
	Iteration 1F: 3 clusters Score -4111810 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4112340.250000 Penalty: 3367.502197
	Iteration 2Q: 3 clusters Score -4112340 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4113105.500000 Penalty: 3367.502197
	Iteration 3F: 3 clusters Score -4113106 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4114417.000000 Penalty: 3367.502197
	Iteration 4F: 3 clusters Score -4114417 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4116335.250000 Penalty: 3367.502197
	Iteration 5F: 3 clusters Score -4116335 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -4118849.000000 Penalty: 3367.502197
	Iteration 6F: 3 clusters Score -4118849 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4121048.500000 Penalty: 3367.502197
	Iteration 7F: 3 clusters Score -4121048 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4122384.500000 Penalty: 3367.502197
	Iteration 8Q: 3 clusters Score -4122384 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4123041.000000 Penalty: 3367.502197
	Iteration 9Q: 3 clusters Score -4123041 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4123273.250000 Penalty: 3367.502197
	Iteration 10Q: 3 clusters Score -4123273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4123342.250000 Penalty: 3367.502197
	Iteration 11Q: 3 clusters Score -4123342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4123393.750000 Penalty: 3367.502197
	Iteration 12Q: 3 clusters Score -4123394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4123431.750000 Penalty: 3367.502197
	Iteration 13Q: 3 clusters Score -4123432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4123464.750000 Penalty: 3367.502197
	Iteration 14Q: 3 clusters Score -4123465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4123489.250000 Penalty: 3367.502197
	Iteration 15Q: 3 clusters Score -4123489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4123503.000000 Penalty: 3367.502197
	Iteration 16Q: 3 clusters Score -4123503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4123512.250000 Penalty: 3367.502197
	Iteration 17Q: 3 clusters Score -4123512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4123515.000000 Penalty: 3367.502197
	Iteration 18Q: 3 clusters Score -4123515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4123522.000000 Penalty: 3367.502197
	Iteration 19Q: 3 clusters Score -4123522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4123525.000000 Penalty: 3367.502197
	Iteration 20F: 3 clusters Score -4123525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4123524.750000 Penalty: 3367.502197
	Iteration 21Q: 3 clusters Score -4123525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4123530.500000 Penalty: 3367.502197
	Iteration 22Q: 3 clusters Score -4123530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4123530.250000 Penalty: 3367.502197
	Iteration 23Q: 3 clusters Score -4123530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4123530.250000 Penalty: 3367.502197
	Iteration 24F: 3 clusters Score -4123530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -333305.281250 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -333305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -330824.343750 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -330824.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -331414.406250 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -331414.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -331534.500000 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -331534.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -331623.218750 Penalty: 2563.708740
	Iteration 3F: 3 clusters Score -331623.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -331703.625000 Penalty: 2563.708740
	Iteration 4Q: 3 clusters Score -331703.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -331796.500000 Penalty: 2563.708740
	Iteration 5Q: 3 clusters Score -331796.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -331901.093750 Penalty: 2563.708740
	Iteration 6F: 3 clusters Score -331901.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -331984.500000 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -331984.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -332049.312500 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -332049.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -332112.625000 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -332112.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -332161.156250 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -332161.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -332203.968750 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -332204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -332234.593750 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -332234.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -332256.093750 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -332256.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -332273.093750 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -332273.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -332292.031250 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -332292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -332304.062500 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -332304.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -332314.656250 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -332314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -332319.062500 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -332319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -332324.562500 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -332324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -332327.562500 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -332327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -332330.625000 Penalty: 2563.708740
	Iteration 21Q: 3 clusters Score -332330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -332331.812500 Penalty: 2563.708740
	Iteration 22Q: 3 clusters Score -332331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -332331.812500 Penalty: 2563.708740
	Iteration 23F: 3 clusters Score -332331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Entering Unmasked Estep 
Score: -815499.562500 Penalty: 1423.267578
	Iteration 0F: 2 clusters Score -815499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -810695.312500 Penalty: 2846.535156
	Iteration 0F: 3 clusters Score -810695.3 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -812065.437500 Penalty: 2846.535156
	Iteration 1F: 3 clusters Score -812065.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -812273.750000 Penalty: 2846.535156
	Iteration 2F: 3 clusters Score -812273.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -812444.062500 Penalty: 2846.535156
	Iteration 3F: 3 clusters Score -812444.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -812647.125000 Penalty: 2846.535156
	Iteration 4Q: 3 clusters Score -812647.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -812919.062500 Penalty: 2846.535156
	Iteration 5Q: 3 clusters Score -812919.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -813137.375000 Penalty: 2846.535156
	Iteration 6Q: 3 clusters Score -813137.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -813317.875000 Penalty: 2846.535156
	Iteration 7Q: 3 clusters Score -813317.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -813479.625000 Penalty: 2846.535156
	Iteration 8Q: 3 clusters Score -813479.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -813670.187500 Penalty: 2846.535156
	Iteration 9Q: 3 clusters Score -813670.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -813850.375000 Penalty: 2846.535156
	Iteration 10Q: 3 clusters Score -813850.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -814010.187500 Penalty: 2846.535156
	Iteration 11Q: 3 clusters Score -814010.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -814148.750000 Penalty: 2846.535156
	Iteration 12Q: 3 clusters Score -814148.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -814257.875000 Penalty: 2846.535156
	Iteration 13Q: 3 clusters Score -814257.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -814345.812500 Penalty: 2846.535156
	Iteration 14Q: 3 clusters Score -814345.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -814421.562500 Penalty: 2846.535156
	Iteration 15Q: 3 clusters Score -814421.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -814490.750000 Penalty: 2846.535156
	Iteration 16Q: 3 clusters Score -814490.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -814550.375000 Penalty: 2846.535156
	Iteration 17Q: 3 clusters Score -814550.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -814610.125000 Penalty: 2846.535156
	Iteration 18Q: 3 clusters Score -814610.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -814663.312500 Penalty: 2846.535156
	Iteration 19Q: 3 clusters Score -814663.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -814711.125000 Penalty: 2846.535156
	Iteration 20F: 3 clusters Score -814711.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -814750.812500 Penalty: 2846.535156
	Iteration 21Q: 3 clusters Score -814750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -814790.875000 Penalty: 2846.535156
	Iteration 22Q: 3 clusters Score -814790.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -814833.125000 Penalty: 2846.535156
	Iteration 23Q: 3 clusters Score -814833.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -814865.750000 Penalty: 2846.535156
	Iteration 24Q: 3 clusters Score -814865.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -814890.375000 Penalty: 2846.535156
	Iteration 25Q: 3 clusters Score -814890.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -814910.812500 Penalty: 2846.535156
	Iteration 26Q: 3 clusters Score -814910.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -814922.250000 Penalty: 2846.535156
	Iteration 27Q: 3 clusters Score -814922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -814933.125000 Penalty: 2846.535156
	Iteration 28Q: 3 clusters Score -814933.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -814939.625000 Penalty: 2846.535156
	Iteration 29Q: 3 clusters Score -814939.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -814944.812500 Penalty: 2846.535156
	Iteration 30Q: 3 clusters Score -814944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -814945.500000 Penalty: 2846.535156
	Iteration 31Q: 3 clusters Score -814945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -814946.125000 Penalty: 2846.535156
	Iteration 32Q: 3 clusters Score -814946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -814945.562500 Penalty: 2846.535156
	Iteration 33Q: 3 clusters Score -814945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -814947.062500 Penalty: 2846.535156
	Iteration 34Q: 3 clusters Score -814947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -814947.750000 Penalty: 2846.535156
	Iteration 35Q: 3 clusters Score -814947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -814949.000000 Penalty: 2846.535156
	Iteration 36Q: 3 clusters Score -814949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -814949.625000 Penalty: 2846.535156
	Iteration 37Q: 3 clusters Score -814949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -814952.062500 Penalty: 2846.535156
	Iteration 38Q: 3 clusters Score -814952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -814953.437500 Penalty: 2846.535156
	Iteration 39Q: 3 clusters Score -814953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -814954.125000 Penalty: 2846.535156
	Iteration 40F: 3 clusters Score -814954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -814954.312500 Penalty: 2846.535156
	Iteration 41Q: 3 clusters Score -814954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -814955.937500 Penalty: 2846.535156
	Iteration 42Q: 3 clusters Score -814955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -814955.937500 Penalty: 2846.535156
	Iteration 43F: 3 clusters Score -814955.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (51882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Entering Unmasked Estep 
Score: -6841187.500000 Penalty: 1764.218262
	Iteration 0F: 2 clusters Score -6841188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -6806846.500000 Penalty: 3528.436523
	Iteration 0F: 3 clusters Score -6806846 nChanged 24253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -6820622.000000 Penalty: 3528.436523
	Iteration 1F: 3 clusters Score -6820622 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -6821424.500000 Penalty: 3528.436523
	Iteration 2Q: 3 clusters Score -6821424 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -6822664.000000 Penalty: 3528.436523
	Iteration 3Q: 3 clusters Score -6822664 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -6824705.500000 Penalty: 3528.436523
	Iteration 4F: 3 clusters Score -6824706 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -6827618.500000 Penalty: 3528.436523
	Iteration 5F: 3 clusters Score -6827618 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6831321.500000 Penalty: 3528.436523
	Iteration 6F: 3 clusters Score -6831322 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -6834831.000000 Penalty: 3528.436523
	Iteration 7F: 3 clusters Score -6834831 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -6837303.500000 Penalty: 3528.436523
	Iteration 8F: 3 clusters Score -6837304 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6838552.000000 Penalty: 3528.436523
	Iteration 9Q: 3 clusters Score -6838552 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6839157.000000 Penalty: 3528.436523
	Iteration 10Q: 3 clusters Score -6839157 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6839397.500000 Penalty: 3528.436523
	Iteration 11Q: 3 clusters Score -6839398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -6839528.000000 Penalty: 3528.436523
	Iteration 12Q: 3 clusters Score -6839528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -6839584.000000 Penalty: 3528.436523
	Iteration 13Q: 3 clusters Score -6839584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6839632.500000 Penalty: 3528.436523
	Iteration 14Q: 3 clusters Score -6839632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -6839661.000000 Penalty: 3528.436523
	Iteration 15Q: 3 clusters Score -6839661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -6839674.000000 Penalty: 3528.436523
	Iteration 16Q: 3 clusters Score -6839674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6839681.500000 Penalty: 3528.436523
	Iteration 17Q: 3 clusters Score -6839682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -6839694.500000 Penalty: 3528.436523
	Iteration 18Q: 3 clusters Score -6839694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -6839697.000000 Penalty: 3528.436523
	Iteration 19Q: 3 clusters Score -6839697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -6839699.000000 Penalty: 3528.436523
	Iteration 20F: 3 clusters Score -6839699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6839705.000000 Penalty: 3528.436523
	Iteration 21Q: 3 clusters Score -6839705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6839705.000000 Penalty: 3528.436523
	Iteration 22F: 3 clusters Score -6839705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Entering Unmasked Estep 
Score: -1521587.375000 Penalty: 1528.272827
	Iteration 0F: 2 clusters Score -1521587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1513090.500000 Penalty: 3056.545654
	Iteration 0F: 3 clusters Score -1513090 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1515988.375000 Penalty: 3056.545654
	Iteration 1F: 3 clusters Score -1515988 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1516272.250000 Penalty: 3056.545654
	Iteration 2F: 3 clusters Score -1516272 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1516488.125000 Penalty: 3056.545654
	Iteration 3Q: 3 clusters Score -1516488 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1516695.250000 Penalty: 3056.545654
	Iteration 4Q: 3 clusters Score -1516695 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1516893.000000 Penalty: 3056.545654
	Iteration 5Q: 3 clusters Score -1516893 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1517106.000000 Penalty: 3056.545654
	Iteration 6Q: 3 clusters Score -1517106 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1517372.125000 Penalty: 3056.545654
	Iteration 7Q: 3 clusters Score -1517372 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1517734.500000 Penalty: 3056.545654
	Iteration 8Q: 3 clusters Score -1517734 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1518124.375000 Penalty: 3056.545654
	Iteration 9Q: 3 clusters Score -1518124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1518527.750000 Penalty: 3056.545654
	Iteration 10Q: 3 clusters Score -1518528 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1518908.750000 Penalty: 3056.545654
	Iteration 11Q: 3 clusters Score -1518909 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1519217.500000 Penalty: 3056.545654
	Iteration 12Q: 3 clusters Score -1519218 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1519457.375000 Penalty: 3056.545654
	Iteration 13Q: 3 clusters Score -1519457 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1519623.875000 Penalty: 3056.545654
	Iteration 14Q: 3 clusters Score -1519624 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1519748.625000 Penalty: 3056.545654
	Iteration 15Q: 3 clusters Score -1519749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1519871.250000 Penalty: 3056.545654
	Iteration 16Q: 3 clusters Score -1519871 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1519960.125000 Penalty: 3056.545654
	Iteration 17Q: 3 clusters Score -1519960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1520034.125000 Penalty: 3056.545654
	Iteration 18Q: 3 clusters Score -1520034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1520099.000000 Penalty: 3056.545654
	Iteration 19Q: 3 clusters Score -1520099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1520155.500000 Penalty: 3056.545654
	Iteration 20F: 3 clusters Score -1520156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1520188.750000 Penalty: 3056.545654
	Iteration 21Q: 3 clusters Score -1520189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1520221.000000 Penalty: 3056.545654
	Iteration 22Q: 3 clusters Score -1520221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1520250.250000 Penalty: 3056.545654
	Iteration 23Q: 3 clusters Score -1520250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1520273.000000 Penalty: 3056.545654
	Iteration 24Q: 3 clusters Score -1520273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1520291.125000 Penalty: 3056.545654
	Iteration 25Q: 3 clusters Score -1520291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1520313.000000 Penalty: 3056.545654
	Iteration 26Q: 3 clusters Score -1520313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1520330.625000 Penalty: 3056.545654
	Iteration 27Q: 3 clusters Score -1520331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1520351.375000 Penalty: 3056.545654
	Iteration 28Q: 3 clusters Score -1520351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1520364.500000 Penalty: 3056.545654
	Iteration 29Q: 3 clusters Score -1520364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1520372.625000 Penalty: 3056.545654
	Iteration 30Q: 3 clusters Score -1520373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1520378.000000 Penalty: 3056.545654
	Iteration 31Q: 3 clusters Score -1520378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1520381.125000 Penalty: 3056.545654
	Iteration 32Q: 3 clusters Score -1520381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1520381.875000 Penalty: 3056.545654
	Iteration 33Q: 3 clusters Score -1520382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1520382.875000 Penalty: 3056.545654
	Iteration 34Q: 3 clusters Score -1520383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1520382.875000 Penalty: 3056.545654
	Iteration 35F: 3 clusters Score -1520383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (53005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Entering Unmasked Estep 
Score: -7061513.000000 Penalty: 1767.697998
	Iteration 0F: 2 clusters Score -7061513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -7026550.500000 Penalty: 3535.395996
	Iteration 0F: 3 clusters Score -7026550 nChanged 24847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -7040484.000000 Penalty: 3535.395996
	Iteration 1F: 3 clusters Score -7040484 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -7041147.000000 Penalty: 3535.395996
	Iteration 2Q: 3 clusters Score -7041147 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -7041935.000000 Penalty: 3535.395996
	Iteration 3Q: 3 clusters Score -7041935 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -7042915.000000 Penalty: 3535.395996
	Iteration 4Q: 3 clusters Score -7042915 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7044309.000000 Penalty: 3535.395996
	Iteration 5Q: 3 clusters Score -7044309 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7046419.500000 Penalty: 3535.395996
	Iteration 6F: 3 clusters Score -7046420 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7048903.500000 Penalty: 3535.395996
	Iteration 7F: 3 clusters Score -7048904 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7050952.000000 Penalty: 3535.395996
	Iteration 8F: 3 clusters Score -7050952 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -7052090.500000 Penalty: 3535.395996
	Iteration 9Q: 3 clusters Score -7052090 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -7052593.500000 Penalty: 3535.395996
	Iteration 10Q: 3 clusters Score -7052594 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -7052888.000000 Penalty: 3535.395996
	Iteration 11Q: 3 clusters Score -7052888 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -7053219.000000 Penalty: 3535.395996
	Iteration 12Q: 3 clusters Score -7053219 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7053572.000000 Penalty: 3535.395996
	Iteration 13Q: 3 clusters Score -7053572 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -7054008.000000 Penalty: 3535.395996
	Iteration 14Q: 3 clusters Score -7054008 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -7054488.500000 Penalty: 3535.395996
	Iteration 15Q: 3 clusters Score -7054488 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -7054999.000000 Penalty: 3535.395996
	Iteration 16Q: 3 clusters Score -7054999 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -7055529.500000 Penalty: 3535.395996
	Iteration 17Q: 3 clusters Score -7055530 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7056052.000000 Penalty: 3535.395996
	Iteration 18Q: 3 clusters Score -7056052 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -7056542.500000 Penalty: 3535.395996
	Iteration 19Q: 3 clusters Score -7056542 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -7056983.000000 Penalty: 3535.395996
	Iteration 20F: 3 clusters Score -7056983 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -7057386.500000 Penalty: 3535.395996
	Iteration 21Q: 3 clusters Score -7057386 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -7057710.000000 Penalty: 3535.395996
	Iteration 22Q: 3 clusters Score -7057710 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7057999.000000 Penalty: 3535.395996
	Iteration 23Q: 3 clusters Score -7057999 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7058243.500000 Penalty: 3535.395996
	Iteration 24Q: 3 clusters Score -7058244 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7058455.000000 Penalty: 3535.395996
	Iteration 25Q: 3 clusters Score -7058455 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -7058724.500000 Penalty: 3535.395996
	Iteration 26Q: 3 clusters Score -7058724 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7058968.000000 Penalty: 3535.395996
	Iteration 27Q: 3 clusters Score -7058968 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7059149.000000 Penalty: 3535.395996
	Iteration 28Q: 3 clusters Score -7059149 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7059287.000000 Penalty: 3535.395996
	Iteration 29Q: 3 clusters Score -7059287 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7059392.000000 Penalty: 3535.395996
	Iteration 30Q: 3 clusters Score -7059392 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7059460.500000 Penalty: 3535.395996
	Iteration 31Q: 3 clusters Score -7059460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7059548.000000 Penalty: 3535.395996
	Iteration 32Q: 3 clusters Score -7059548 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7059595.000000 Penalty: 3535.395996
	Iteration 33Q: 3 clusters Score -7059595 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7059687.000000 Penalty: 3535.395996
	Iteration 34Q: 3 clusters Score -7059687 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7059753.500000 Penalty: 3535.395996
	Iteration 35Q: 3 clusters Score -7059754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7059795.000000 Penalty: 3535.395996
	Iteration 36Q: 3 clusters Score -7059795 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7059841.000000 Penalty: 3535.395996
	Iteration 37Q: 3 clusters Score -7059841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7059873.000000 Penalty: 3535.395996
	Iteration 38Q: 3 clusters Score -7059873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7059886.500000 Penalty: 3535.395996
	Iteration 39Q: 3 clusters Score -7059886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7059894.500000 Penalty: 3535.395996
	Iteration 40F: 3 clusters Score -7059894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7059923.500000 Penalty: 3535.395996
	Iteration 41Q: 3 clusters Score -7059924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7059932.000000 Penalty: 3535.395996
	Iteration 42Q: 3 clusters Score -7059932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7059938.000000 Penalty: 3535.395996
	Iteration 43Q: 3 clusters Score -7059938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7059950.000000 Penalty: 3535.395996
	Iteration 44Q: 3 clusters Score -7059950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7059954.500000 Penalty: 3535.395996
	Iteration 45Q: 3 clusters Score -7059954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7059964.500000 Penalty: 3535.395996
	Iteration 46Q: 3 clusters Score -7059964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7059961.000000 Penalty: 3535.395996
	Iteration 47Q: 3 clusters Score -7059961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7059963.000000 Penalty: 3535.395996
	Iteration 48Q: 3 clusters Score -7059963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7059967.000000 Penalty: 3535.395996
	Iteration 49Q: 3 clusters Score -7059967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7059962.500000 Penalty: 3535.395996
	Iteration 50Q: 3 clusters Score -7059962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7059970.500000 Penalty: 3535.395996
	Iteration 51Q: 3 clusters Score -7059970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7059969.000000 Penalty: 3535.395996
	Iteration 52Q: 3 clusters Score -7059969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7059976.000000 Penalty: 3535.395996
	Iteration 53Q: 3 clusters Score -7059976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7059972.000000 Penalty: 3535.395996
	Iteration 54Q: 3 clusters Score -7059972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7059984.500000 Penalty: 3535.395996
	Iteration 55Q: 3 clusters Score -7059984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7059980.500000 Penalty: 3535.395996
	Iteration 56Q: 3 clusters Score -7059980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7059988.000000 Penalty: 3535.395996
	Iteration 57Q: 3 clusters Score -7059988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7059991.500000 Penalty: 3535.395996
	Iteration 58Q: 3 clusters Score -7059992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7059999.500000 Penalty: 3535.395996
	Iteration 59Q: 3 clusters Score -7060000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7059997.000000 Penalty: 3535.395996
	Iteration 60F: 3 clusters Score -7059997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7060010.000000 Penalty: 3535.395996
	Iteration 61Q: 3 clusters Score -7060010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7060015.500000 Penalty: 3535.395996
	Iteration 62Q: 3 clusters Score -7060016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7060012.000000 Penalty: 3535.395996
	Iteration 63Q: 3 clusters Score -7060012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7060015.000000 Penalty: 3535.395996
	Iteration 64Q: 3 clusters Score -7060015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7060020.000000 Penalty: 3535.395996
	Iteration 65Q: 3 clusters Score -7060020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7060024.500000 Penalty: 3535.395996
	Iteration 66Q: 3 clusters Score -7060024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7060028.000000 Penalty: 3535.395996
	Iteration 67Q: 3 clusters Score -7060028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7060029.500000 Penalty: 3535.395996
	Iteration 68Q: 3 clusters Score -7060030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7060029.500000 Penalty: 3535.395996
	Iteration 69Q: 3 clusters Score -7060030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7060026.500000 Penalty: 3535.395996
	Iteration 70Q: 3 clusters Score -7060026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7060041.000000 Penalty: 3535.395996
	Iteration 71Q: 3 clusters Score -7060041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7060045.000000 Penalty: 3535.395996
	Iteration 72Q: 3 clusters Score -7060045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7060046.000000 Penalty: 3535.395996
	Iteration 73Q: 3 clusters Score -7060046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7060045.500000 Penalty: 3535.395996
	Iteration 74Q: 3 clusters Score -7060046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7060055.500000 Penalty: 3535.395996
	Iteration 75Q: 3 clusters Score -7060056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7060055.000000 Penalty: 3535.395996
	Iteration 76Q: 3 clusters Score -7060055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7060061.000000 Penalty: 3535.395996
	Iteration 77Q: 3 clusters Score -7060061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7060062.000000 Penalty: 3535.395996
	Iteration 78Q: 3 clusters Score -7060062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7060065.500000 Penalty: 3535.395996
	Iteration 79Q: 3 clusters Score -7060066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7060073.000000 Penalty: 3535.395996
	Iteration 80F: 3 clusters Score -7060073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7060071.000000 Penalty: 3535.395996
	Iteration 81Q: 3 clusters Score -7060071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7060071.500000 Penalty: 3535.395996
	Iteration 82Q: 3 clusters Score -7060072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7060071.500000 Penalty: 3535.395996
	Iteration 83F: 3 clusters Score -7060072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Entering Unmasked Estep 
Score: -985852.250000 Penalty: 1447.970093
	Iteration 0F: 2 clusters Score -985852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -980312.937500 Penalty: 2895.940186
	Iteration 0F: 3 clusters Score -980312.9 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -981960.500000 Penalty: 2895.940186
	Iteration 1F: 3 clusters Score -981960.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -982171.125000 Penalty: 2895.940186
	Iteration 2F: 3 clusters Score -982171.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -982325.875000 Penalty: 2895.940186
	Iteration 3F: 3 clusters Score -982325.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -982442.500000 Penalty: 2895.940186
	Iteration 4Q: 3 clusters Score -982442.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -982540.375000 Penalty: 2895.940186
	Iteration 5Q: 3 clusters Score -982540.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -982644.937500 Penalty: 2895.940186
	Iteration 6Q: 3 clusters Score -982644.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -982735.625000 Penalty: 2895.940186
	Iteration 7Q: 3 clusters Score -982735.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -982830.312500 Penalty: 2895.940186
	Iteration 8Q: 3 clusters Score -982830.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -982953.437500 Penalty: 2895.940186
	Iteration 9Q: 3 clusters Score -982953.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -983118.187500 Penalty: 2895.940186
	Iteration 10Q: 3 clusters Score -983118.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -983304.750000 Penalty: 2895.940186
	Iteration 11Q: 3 clusters Score -983304.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -983498.312500 Penalty: 2895.940186
	Iteration 12Q: 3 clusters Score -983498.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -983674.187500 Penalty: 2895.940186
	Iteration 13Q: 3 clusters Score -983674.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -983844.375000 Penalty: 2895.940186
	Iteration 14Q: 3 clusters Score -983844.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -984009.125000 Penalty: 2895.940186
	Iteration 15Q: 3 clusters Score -984009.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -984150.875000 Penalty: 2895.940186
	Iteration 16Q: 3 clusters Score -984150.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -984252.375000 Penalty: 2895.940186
	Iteration 17Q: 3 clusters Score -984252.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -984336.562500 Penalty: 2895.940186
	Iteration 18Q: 3 clusters Score -984336.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -984395.000000 Penalty: 2895.940186
	Iteration 19Q: 3 clusters Score -984395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -984445.687500 Penalty: 2895.940186
	Iteration 20F: 3 clusters Score -984445.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -984487.625000 Penalty: 2895.940186
	Iteration 21Q: 3 clusters Score -984487.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -984515.125000 Penalty: 2895.940186
	Iteration 22Q: 3 clusters Score -984515.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -984536.687500 Penalty: 2895.940186
	Iteration 23Q: 3 clusters Score -984536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -984547.062500 Penalty: 2895.940186
	Iteration 24Q: 3 clusters Score -984547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -984554.062500 Penalty: 2895.940186
	Iteration 25Q: 3 clusters Score -984554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -984557.562500 Penalty: 2895.940186
	Iteration 26Q: 3 clusters Score -984557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -984558.437500 Penalty: 2895.940186
	Iteration 27Q: 3 clusters Score -984558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -984558.437500 Penalty: 2895.940186
	Iteration 28F: 3 clusters Score -984558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6905.585938 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6905.586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7134.595703 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -7134.596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7197.386719 Penalty: 1558.631958
	Iteration 2Q: 3 clusters Score -7197.387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7197.386719 Penalty: 1558.631958
	Iteration 3F: 3 clusters Score -7197.387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -615218.500000 Penalty: 1377.478027
	Iteration 0F: 2 clusters Score -615218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -611335.937500 Penalty: 2754.956055
	Iteration 0F: 3 clusters Score -611335.9 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -612425.500000 Penalty: 2754.956055
	Iteration 1F: 3 clusters Score -612425.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -612651.500000 Penalty: 2754.956055
	Iteration 2F: 3 clusters Score -612651.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -612862.937500 Penalty: 2754.956055
	Iteration 3F: 3 clusters Score -612862.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -613052.312500 Penalty: 2754.956055
	Iteration 4F: 3 clusters Score -613052.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -613236.875000 Penalty: 2754.956055
	Iteration 5F: 3 clusters Score -613236.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -613404.375000 Penalty: 2754.956055
	Iteration 6F: 3 clusters Score -613404.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -613537.062500 Penalty: 2754.956055
	Iteration 7Q: 3 clusters Score -613537.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -613630.750000 Penalty: 2754.956055
	Iteration 8Q: 3 clusters Score -613630.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -613696.187500 Penalty: 2754.956055
	Iteration 9Q: 3 clusters Score -613696.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -613732.437500 Penalty: 2754.956055
	Iteration 10Q: 3 clusters Score -613732.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -613762.312500 Penalty: 2754.956055
	Iteration 11Q: 3 clusters Score -613762.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -613780.812500 Penalty: 2754.956055
	Iteration 12Q: 3 clusters Score -613780.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -613789.062500 Penalty: 2754.956055
	Iteration 13Q: 3 clusters Score -613789.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -613797.250000 Penalty: 2754.956055
	Iteration 14Q: 3 clusters Score -613797.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -613805.437500 Penalty: 2754.956055
	Iteration 15Q: 3 clusters Score -613805.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -613813.812500 Penalty: 2754.956055
	Iteration 16Q: 3 clusters Score -613813.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -613821.125000 Penalty: 2754.956055
	Iteration 17Q: 3 clusters Score -613821.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -613827.437500 Penalty: 2754.956055
	Iteration 18Q: 3 clusters Score -613827.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -613834.562500 Penalty: 2754.956055
	Iteration 19Q: 3 clusters Score -613834.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -613839.875000 Penalty: 2754.956055
	Iteration 20F: 3 clusters Score -613839.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -613843.500000 Penalty: 2754.956055
	Iteration 21Q: 3 clusters Score -613843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -613848.500000 Penalty: 2754.956055
	Iteration 22Q: 3 clusters Score -613848.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -613850.000000 Penalty: 2754.956055
	Iteration 23Q: 3 clusters Score -613850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -613854.250000 Penalty: 2754.956055
	Iteration 24Q: 3 clusters Score -613854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -613856.000000 Penalty: 2754.956055
	Iteration 25Q: 3 clusters Score -613856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -613859.125000 Penalty: 2754.956055
	Iteration 26Q: 3 clusters Score -613859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -613861.875000 Penalty: 2754.956055
	Iteration 27Q: 3 clusters Score -613861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -613863.750000 Penalty: 2754.956055
	Iteration 28Q: 3 clusters Score -613863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -613866.750000 Penalty: 2754.956055
	Iteration 29Q: 3 clusters Score -613866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -613866.187500 Penalty: 2754.956055
	Iteration 30Q: 3 clusters Score -613866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -613868.062500 Penalty: 2754.956055
	Iteration 31Q: 3 clusters Score -613868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -613869.125000 Penalty: 2754.956055
	Iteration 32Q: 3 clusters Score -613869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -613870.375000 Penalty: 2754.956055
	Iteration 33Q: 3 clusters Score -613870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -613873.500000 Penalty: 2754.956055
	Iteration 34Q: 3 clusters Score -613873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -613876.312500 Penalty: 2754.956055
	Iteration 35Q: 3 clusters Score -613876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -613879.812500 Penalty: 2754.956055
	Iteration 36Q: 3 clusters Score -613879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -613881.812500 Penalty: 2754.956055
	Iteration 37Q: 3 clusters Score -613881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -613884.687500 Penalty: 2754.956055
	Iteration 38Q: 3 clusters Score -613884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -613886.625000 Penalty: 2754.956055
	Iteration 39Q: 3 clusters Score -613886.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -613888.125000 Penalty: 2754.956055
	Iteration 40F: 3 clusters Score -613888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -613890.625000 Penalty: 2754.956055
	Iteration 41Q: 3 clusters Score -613890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -613890.687500 Penalty: 2754.956055
	Iteration 42Q: 3 clusters Score -613890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -613891.250000 Penalty: 2754.956055
	Iteration 43Q: 3 clusters Score -613891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -613891.937500 Penalty: 2754.956055
	Iteration 44Q: 3 clusters Score -613891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -613891.250000 Penalty: 2754.956055
	Iteration 45Q: 3 clusters Score -613891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -613892.562500 Penalty: 2754.956055
	Iteration 46Q: 3 clusters Score -613892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -613893.375000 Penalty: 2754.956055
	Iteration 47Q: 3 clusters Score -613893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -613893.750000 Penalty: 2754.956055
	Iteration 48Q: 3 clusters Score -613893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -613895.812500 Penalty: 2754.956055
	Iteration 49Q: 3 clusters Score -613895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -613902.500000 Penalty: 2754.956055
	Iteration 50Q: 3 clusters Score -613902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -613902.875000 Penalty: 2754.956055
	Iteration 51Q: 3 clusters Score -613902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -613904.625000 Penalty: 2754.956055
	Iteration 52Q: 3 clusters Score -613904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -613904.875000 Penalty: 2754.956055
	Iteration 53Q: 3 clusters Score -613904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -613906.000000 Penalty: 2754.956055
	Iteration 54Q: 3 clusters Score -613906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -613908.625000 Penalty: 2754.956055
	Iteration 55Q: 3 clusters Score -613908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -613908.562500 Penalty: 2754.956055
	Iteration 56Q: 3 clusters Score -613908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -613909.000000 Penalty: 2754.956055
	Iteration 57Q: 3 clusters Score -613909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -613908.437500 Penalty: 2754.956055
	Iteration 58Q: 3 clusters Score -613908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -613909.750000 Penalty: 2754.956055
	Iteration 59Q: 3 clusters Score -613909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -613909.437500 Penalty: 2754.956055
	Iteration 60F: 3 clusters Score -613909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -613910.000000 Penalty: 2754.956055
	Iteration 61Q: 3 clusters Score -613910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -613910.000000 Penalty: 2754.956055
	Iteration 62Q: 3 clusters Score -613910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -613910.000000 Penalty: 2754.956055
	Iteration 63F: 3 clusters Score -613910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (86461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Entering Unmasked Estep 
Score: -11432875.000000 Penalty: 1847.210449
	Iteration 0F: 2 clusters Score -1.143288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -11378527.000000 Penalty: 3694.420898
	Iteration 0F: 3 clusters Score -1.137853e+07 nChanged 41184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -11402257.000000 Penalty: 3694.420898
	Iteration 1F: 3 clusters Score -1.140226e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -11403061.000000 Penalty: 3694.420898
	Iteration 2Q: 3 clusters Score -1.140306e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -11404302.000000 Penalty: 3694.420898
	Iteration 3Q: 3 clusters Score -1.14043e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -11406106.000000 Penalty: 3694.420898
	Iteration 4Q: 3 clusters Score -1.140611e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -11409039.000000 Penalty: 3694.420898
	Iteration 5F: 3 clusters Score -1.140904e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -11413643.000000 Penalty: 3694.420898
	Iteration 6F: 3 clusters Score -1.141364e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -11418833.000000 Penalty: 3694.420898
	Iteration 7F: 3 clusters Score -1.141883e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -11423395.000000 Penalty: 3694.420898
	Iteration 8F: 3 clusters Score -1.14234e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -11426906.000000 Penalty: 3694.420898
	Iteration 9Q: 3 clusters Score -1.142691e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11429020.000000 Penalty: 3694.420898
	Iteration 10Q: 3 clusters Score -1.142902e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11430129.000000 Penalty: 3694.420898
	Iteration 11Q: 3 clusters Score -1.143013e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11430637.000000 Penalty: 3694.420898
	Iteration 12Q: 3 clusters Score -1.143064e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11430909.000000 Penalty: 3694.420898
	Iteration 13Q: 3 clusters Score -1.143091e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11431016.000000 Penalty: 3694.420898
	Iteration 14Q: 3 clusters Score -1.143102e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11431099.000000 Penalty: 3694.420898
	Iteration 15Q: 3 clusters Score -1.14311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11431140.000000 Penalty: 3694.420898
	Iteration 16Q: 3 clusters Score -1.143114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11431190.000000 Penalty: 3694.420898
	Iteration 17Q: 3 clusters Score -1.143119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11431216.000000 Penalty: 3694.420898
	Iteration 18Q: 3 clusters Score -1.143122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11431229.000000 Penalty: 3694.420898
	Iteration 19Q: 3 clusters Score -1.143123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11431239.000000 Penalty: 3694.420898
	Iteration 20F: 3 clusters Score -1.143124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11431242.000000 Penalty: 3694.420898
	Iteration 21Q: 3 clusters Score -1.143124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11431242.000000 Penalty: 3694.420898
	Iteration 22Q: 3 clusters Score -1.143124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11431243.000000 Penalty: 3694.420898
	Iteration 23Q: 3 clusters Score -1.143124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11431243.000000 Penalty: 3694.420898
	Iteration 24F: 3 clusters Score -1.143124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (75747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Entering Unmasked Estep 
Score: -10046226.000000 Penalty: 1825.712524
	Iteration 0F: 2 clusters Score -1.004623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -9998277.000000 Penalty: 3651.425049
	Iteration 0F: 3 clusters Score -9998277 nChanged 35860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -10019075.000000 Penalty: 3651.425049
	Iteration 1F: 3 clusters Score -1.001908e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -10020274.000000 Penalty: 3651.425049
	Iteration 2Q: 3 clusters Score -1.002027e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -10022584.000000 Penalty: 3651.425049
	Iteration 3F: 3 clusters Score -1.002258e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -10026435.000000 Penalty: 3651.425049
	Iteration 4F: 3 clusters Score -1.002644e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -10031851.000000 Penalty: 3651.425049
	Iteration 5F: 3 clusters Score -1.003185e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -10037597.000000 Penalty: 3651.425049
	Iteration 6F: 3 clusters Score -1.00376e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -10041643.000000 Penalty: 3651.425049
	Iteration 7F: 3 clusters Score -1.004164e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -10043516.000000 Penalty: 3651.425049
	Iteration 8Q: 3 clusters Score -1.004352e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -10044229.000000 Penalty: 3651.425049
	Iteration 9Q: 3 clusters Score -1.004423e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -10044448.000000 Penalty: 3651.425049
	Iteration 10Q: 3 clusters Score -1.004445e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -10044518.000000 Penalty: 3651.425049
	Iteration 11Q: 3 clusters Score -1.004452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -10044561.000000 Penalty: 3651.425049
	Iteration 12Q: 3 clusters Score -1.004456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -10044596.000000 Penalty: 3651.425049
	Iteration 13Q: 3 clusters Score -1.00446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -10044612.000000 Penalty: 3651.425049
	Iteration 14Q: 3 clusters Score -1.004461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -10044621.000000 Penalty: 3651.425049
	Iteration 15Q: 3 clusters Score -1.004462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -10044625.000000 Penalty: 3651.425049
	Iteration 16Q: 3 clusters Score -1.004462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -10044634.000000 Penalty: 3651.425049
	Iteration 17Q: 3 clusters Score -1.004463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -10044633.000000 Penalty: 3651.425049
	Iteration 18Q: 3 clusters Score -1.004463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -10044644.000000 Penalty: 3651.425049
	Iteration 19Q: 3 clusters Score -1.004464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -10044644.000000 Penalty: 3651.425049
	Iteration 20F: 3 clusters Score -1.004464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -236090.171875 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -236090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234069.796875 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -234069.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -234527.921875 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -234527.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -234619.015625 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -234619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234672.046875 Penalty: 2449.145020
	Iteration 3Q: 3 clusters Score -234672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -234708.468750 Penalty: 2449.145020
	Iteration 4Q: 3 clusters Score -234708.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234739.328125 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -234739.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -234765.203125 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -234765.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -234786.421875 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -234786.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -234803.890625 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -234803.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -234818.140625 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -234818.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -234830.531250 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -234830.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234841.375000 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -234841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -234846.328125 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -234846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -234849.625000 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -234849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234854.109375 Penalty: 2449.145020
	Iteration 14Q: 3 clusters Score -234854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -234858.171875 Penalty: 2449.145020
	Iteration 15Q: 3 clusters Score -234858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -234862.109375 Penalty: 2449.145020
	Iteration 16Q: 3 clusters Score -234862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234864.750000 Penalty: 2449.145020
	Iteration 17Q: 3 clusters Score -234864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -234867.406250 Penalty: 2449.145020
	Iteration 18Q: 3 clusters Score -234867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -234869.640625 Penalty: 2449.145020
	Iteration 19Q: 3 clusters Score -234869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -234872.281250 Penalty: 2449.145020
	Iteration 20F: 3 clusters Score -234872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234872.984375 Penalty: 2449.145020
	Iteration 21Q: 3 clusters Score -234873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234874.125000 Penalty: 2449.145020
	Iteration 22Q: 3 clusters Score -234874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234875.031250 Penalty: 2449.145020
	Iteration 23Q: 3 clusters Score -234875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -234875.515625 Penalty: 2449.145020
	Iteration 24Q: 3 clusters Score -234875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234879.578125 Penalty: 2449.145020
	Iteration 25Q: 3 clusters Score -234879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -234884.046875 Penalty: 2449.145020
	Iteration 26Q: 3 clusters Score -234884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234888.546875 Penalty: 2449.145020
	Iteration 27Q: 3 clusters Score -234888.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -234890.406250 Penalty: 2449.145020
	Iteration 28Q: 3 clusters Score -234890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -234893.625000 Penalty: 2449.145020
	Iteration 29Q: 3 clusters Score -234893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234894.656250 Penalty: 2449.145020
	Iteration 30Q: 3 clusters Score -234894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -234896.156250 Penalty: 2449.145020
	Iteration 31Q: 3 clusters Score -234896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -234896.484375 Penalty: 2449.145020
	Iteration 32Q: 3 clusters Score -234896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -234896.921875 Penalty: 2449.145020
	Iteration 33Q: 3 clusters Score -234896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234898.296875 Penalty: 2449.145020
	Iteration 34Q: 3 clusters Score -234898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234899.531250 Penalty: 2449.145020
	Iteration 35Q: 3 clusters Score -234899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234901.046875 Penalty: 2449.145020
	Iteration 36Q: 3 clusters Score -234901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234901.593750 Penalty: 2449.145020
	Iteration 37Q: 3 clusters Score -234901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234901.593750 Penalty: 2449.145020
	Iteration 38F: 3 clusters Score -234901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -406613.218750 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -406613.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -403847.281250 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -403847.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -404559.718750 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -404559.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -404719.750000 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -404719.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -404817.218750 Penalty: 2610.833496
	Iteration 3F: 3 clusters Score -404817.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -404876.781250 Penalty: 2610.833496
	Iteration 4Q: 3 clusters Score -404876.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -404911.062500 Penalty: 2610.833496
	Iteration 5Q: 3 clusters Score -404911.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -404942.000000 Penalty: 2610.833496
	Iteration 6Q: 3 clusters Score -404942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -404968.031250 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -404968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -405001.250000 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -405001.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -405038.593750 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -405038.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -405078.468750 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -405078.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -405106.218750 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -405106.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -405136.937500 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -405136.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -405168.062500 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -405168.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -405195.093750 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -405195.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -405213.968750 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -405214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405235.000000 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -405235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405257.500000 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -405257.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -405276.156250 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -405276.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405296.687500 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -405296.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405318.687500 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -405318.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -405337.843750 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -405337.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405356.875000 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -405356.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -405369.562500 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -405369.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -405382.093750 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -405382.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -405396.093750 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -405396.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -405408.468750 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -405408.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -405418.562500 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -405418.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -405427.750000 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -405427.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -405443.250000 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -405443.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -405462.406250 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -405462.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -405475.656250 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -405475.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -405489.906250 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -405489.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -405511.562500 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -405511.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -405532.312500 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -405532.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -405549.093750 Penalty: 2610.833496
	Iteration 35Q: 3 clusters Score -405549.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -405558.625000 Penalty: 2610.833496
	Iteration 36Q: 3 clusters Score -405558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -405565.156250 Penalty: 2610.833496
	Iteration 37Q: 3 clusters Score -405565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -405570.781250 Penalty: 2610.833496
	Iteration 38Q: 3 clusters Score -405570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -405575.906250 Penalty: 2610.833496
	Iteration 39Q: 3 clusters Score -405575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -405580.968750 Penalty: 2610.833496
	Iteration 40F: 3 clusters Score -405581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -405584.781250 Penalty: 2610.833496
	Iteration 41Q: 3 clusters Score -405584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405588.375000 Penalty: 2610.833496
	Iteration 42Q: 3 clusters Score -405588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -405589.750000 Penalty: 2610.833496
	Iteration 43Q: 3 clusters Score -405589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -405591.750000 Penalty: 2610.833496
	Iteration 44Q: 3 clusters Score -405591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -405592.218750 Penalty: 2610.833496
	Iteration 45Q: 3 clusters Score -405592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -405592.218750 Penalty: 2610.833496
	Iteration 46F: 3 clusters Score -405592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (53231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Entering Unmasked Estep 
Score: -6992897.000000 Penalty: 1768.389282
	Iteration 0F: 2 clusters Score -6992897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6957258.500000 Penalty: 3536.778564
	Iteration 0F: 3 clusters Score -6957258 nChanged 25117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6971479.500000 Penalty: 3536.778564
	Iteration 1F: 3 clusters Score -6971480 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6972090.500000 Penalty: 3536.778564
	Iteration 2Q: 3 clusters Score -6972090 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -6973182.000000 Penalty: 3536.778564
	Iteration 3Q: 3 clusters Score -6973182 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -6975108.000000 Penalty: 3536.778564
	Iteration 4F: 3 clusters Score -6975108 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -6978335.500000 Penalty: 3536.778564
	Iteration 5F: 3 clusters Score -6978336 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -6982862.500000 Penalty: 3536.778564
	Iteration 6F: 3 clusters Score -6982862 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6987126.000000 Penalty: 3536.778564
	Iteration 7F: 3 clusters Score -6987126 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6989723.500000 Penalty: 3536.778564
	Iteration 8Q: 3 clusters Score -6989724 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6990777.500000 Penalty: 3536.778564
	Iteration 9Q: 3 clusters Score -6990778 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6991116.500000 Penalty: 3536.778564
	Iteration 10Q: 3 clusters Score -6991116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6991232.500000 Penalty: 3536.778564
	Iteration 11Q: 3 clusters Score -6991232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6991297.000000 Penalty: 3536.778564
	Iteration 12Q: 3 clusters Score -6991297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6991330.000000 Penalty: 3536.778564
	Iteration 13Q: 3 clusters Score -6991330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6991335.500000 Penalty: 3536.778564
	Iteration 14Q: 3 clusters Score -6991336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6991341.500000 Penalty: 3536.778564
	Iteration 15Q: 3 clusters Score -6991342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6991354.000000 Penalty: 3536.778564
	Iteration 16Q: 3 clusters Score -6991354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6991363.000000 Penalty: 3536.778564
	Iteration 17Q: 3 clusters Score -6991363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6991364.500000 Penalty: 3536.778564
	Iteration 18Q: 3 clusters Score -6991364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6991364.500000 Penalty: 3536.778564
	Iteration 19F: 3 clusters Score -6991364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Entering Unmasked Estep 
Score: -2310110.250000 Penalty: 1587.552856
	Iteration 0F: 2 clusters Score -2310110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2298106.250000 Penalty: 3175.105713
	Iteration 0F: 3 clusters Score -2298106 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2302514.000000 Penalty: 3175.105713
	Iteration 1F: 3 clusters Score -2302514 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2303315.750000 Penalty: 3175.105713
	Iteration 2F: 3 clusters Score -2303316 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2304322.250000 Penalty: 3175.105713
	Iteration 3F: 3 clusters Score -2304322 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2305388.750000 Penalty: 3175.105713
	Iteration 4F: 3 clusters Score -2305389 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2306590.500000 Penalty: 3175.105713
	Iteration 5F: 3 clusters Score -2306590 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2307934.500000 Penalty: 3175.105713
	Iteration 6F: 3 clusters Score -2307934 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2308978.500000 Penalty: 3175.105713
	Iteration 7F: 3 clusters Score -2308978 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2309450.500000 Penalty: 3175.105713
	Iteration 8Q: 3 clusters Score -2309450 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2309614.500000 Penalty: 3175.105713
	Iteration 9Q: 3 clusters Score -2309614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2309675.750000 Penalty: 3175.105713
	Iteration 10Q: 3 clusters Score -2309676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2309713.000000 Penalty: 3175.105713
	Iteration 11Q: 3 clusters Score -2309713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2309727.750000 Penalty: 3175.105713
	Iteration 12Q: 3 clusters Score -2309728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2309747.250000 Penalty: 3175.105713
	Iteration 13Q: 3 clusters Score -2309747 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2309759.250000 Penalty: 3175.105713
	Iteration 14Q: 3 clusters Score -2309759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2309770.750000 Penalty: 3175.105713
	Iteration 15Q: 3 clusters Score -2309771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2309780.500000 Penalty: 3175.105713
	Iteration 16Q: 3 clusters Score -2309780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2309785.250000 Penalty: 3175.105713
	Iteration 17Q: 3 clusters Score -2309785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2309792.750000 Penalty: 3175.105713
	Iteration 18Q: 3 clusters Score -2309793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2309799.750000 Penalty: 3175.105713
	Iteration 19Q: 3 clusters Score -2309800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2309803.250000 Penalty: 3175.105713
	Iteration 20F: 3 clusters Score -2309803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2309806.250000 Penalty: 3175.105713
	Iteration 21Q: 3 clusters Score -2309806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2309813.750000 Penalty: 3175.105713
	Iteration 22Q: 3 clusters Score -2309814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2309815.000000 Penalty: 3175.105713
	Iteration 23Q: 3 clusters Score -2309815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2309817.500000 Penalty: 3175.105713
	Iteration 24Q: 3 clusters Score -2309818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2309822.250000 Penalty: 3175.105713
	Iteration 25Q: 3 clusters Score -2309822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2309827.750000 Penalty: 3175.105713
	Iteration 26Q: 3 clusters Score -2309828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2309835.000000 Penalty: 3175.105713
	Iteration 27Q: 3 clusters Score -2309835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2309833.000000 Penalty: 3175.105713
	Iteration 28Q: 3 clusters Score -2309833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2309834.000000 Penalty: 3175.105713
	Iteration 29Q: 3 clusters Score -2309834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2309831.250000 Penalty: 3175.105713
	Iteration 30Q: 3 clusters Score -2309831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2309833.500000 Penalty: 3175.105713
	Iteration 31Q: 3 clusters Score -2309834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2309834.500000 Penalty: 3175.105713
	Iteration 32Q: 3 clusters Score -2309834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2309839.500000 Penalty: 3175.105713
	Iteration 33Q: 3 clusters Score -2309840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2309842.500000 Penalty: 3175.105713
	Iteration 34Q: 3 clusters Score -2309842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2309842.250000 Penalty: 3175.105713
	Iteration 35Q: 3 clusters Score -2309842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2309844.750000 Penalty: 3175.105713
	Iteration 36Q: 3 clusters Score -2309845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2309844.250000 Penalty: 3175.105713
	Iteration 37Q: 3 clusters Score -2309844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2309844.750000 Penalty: 3175.105713
	Iteration 38Q: 3 clusters Score -2309845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2309845.750000 Penalty: 3175.105713
	Iteration 39Q: 3 clusters Score -2309846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2309849.500000 Penalty: 3175.105713
	Iteration 40F: 3 clusters Score -2309850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2309851.500000 Penalty: 3175.105713
	Iteration 41Q: 3 clusters Score -2309852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2309850.750000 Penalty: 3175.105713
	Iteration 42Q: 3 clusters Score -2309851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2309851.500000 Penalty: 3175.105713
	Iteration 43Q: 3 clusters Score -2309852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2309852.000000 Penalty: 3175.105713
	Iteration 44Q: 3 clusters Score -2309852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2309857.250000 Penalty: 3175.105713
	Iteration 45Q: 3 clusters Score -2309857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2309861.500000 Penalty: 3175.105713
	Iteration 46Q: 3 clusters Score -2309862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2309859.000000 Penalty: 3175.105713
	Iteration 47Q: 3 clusters Score -2309859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2309859.500000 Penalty: 3175.105713
	Iteration 48Q: 3 clusters Score -2309860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2309859.750000 Penalty: 3175.105713
	Iteration 49Q: 3 clusters Score -2309860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2309858.750000 Penalty: 3175.105713
	Iteration 50Q: 3 clusters Score -2309859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2309859.250000 Penalty: 3175.105713
	Iteration 51Q: 3 clusters Score -2309859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2309859.500000 Penalty: 3175.105713
	Iteration 52Q: 3 clusters Score -2309860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2309861.000000 Penalty: 3175.105713
	Iteration 53Q: 3 clusters Score -2309861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2309860.500000 Penalty: 3175.105713
	Iteration 54Q: 3 clusters Score -2309860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2309860.250000 Penalty: 3175.105713
	Iteration 55Q: 3 clusters Score -2309860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2309863.000000 Penalty: 3175.105713
	Iteration 56Q: 3 clusters Score -2309863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2309860.250000 Penalty: 3175.105713
	Iteration 57Q: 3 clusters Score -2309860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2309859.750000 Penalty: 3175.105713
	Iteration 58Q: 3 clusters Score -2309860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2309859.750000 Penalty: 3175.105713
	Iteration 59Q: 3 clusters Score -2309860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2309859.750000 Penalty: 3175.105713
	Iteration 60F: 3 clusters Score -2309860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (80414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Entering Unmasked Estep 
Score: -10671589.000000 Penalty: 1835.428345
	Iteration 0F: 2 clusters Score -1.067159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -10621961.000000 Penalty: 3670.856689
	Iteration 0F: 3 clusters Score -1.062196e+07 nChanged 38336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -10644507.000000 Penalty: 3670.856689
	Iteration 1F: 3 clusters Score -1.064451e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -10646266.000000 Penalty: 3670.856689
	Iteration 2Q: 3 clusters Score -1.064627e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -10649004.000000 Penalty: 3670.856689
	Iteration 3F: 3 clusters Score -1.0649e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -10652902.000000 Penalty: 3670.856689
	Iteration 4F: 3 clusters Score -1.06529e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -10658546.000000 Penalty: 3670.856689
	Iteration 5F: 3 clusters Score -1.065855e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -10664410.000000 Penalty: 3670.856689
	Iteration 6F: 3 clusters Score -1.066441e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -10667760.000000 Penalty: 3670.856689
	Iteration 7F: 3 clusters Score -1.066776e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -10669422.000000 Penalty: 3670.856689
	Iteration 8Q: 3 clusters Score -1.066942e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -10670535.000000 Penalty: 3670.856689
	Iteration 9Q: 3 clusters Score -1.067054e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -10671409.000000 Penalty: 3670.856689
	Iteration 10Q: 3 clusters Score -1.067141e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -10671923.000000 Penalty: 3670.856689
	Iteration 11Q: 3 clusters Score -1.067192e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -10672329.000000 Penalty: 3670.856689
	Iteration 12Q: 3 clusters Score -1.067233e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -10672523.000000 Penalty: 3670.856689
	Iteration 13Q: 3 clusters Score -1.067252e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -10672629.000000 Penalty: 3670.856689
	Iteration 14Q: 3 clusters Score -1.067263e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -10672691.000000 Penalty: 3670.856689
	Iteration 15Q: 3 clusters Score -1.067269e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -10672749.000000 Penalty: 3670.856689
	Iteration 16Q: 3 clusters Score -1.067275e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -10672795.000000 Penalty: 3670.856689
	Iteration 17Q: 3 clusters Score -1.06728e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -10672788.000000 Penalty: 3670.856689
	Iteration 18Q: 3 clusters Score -1.067279e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -10672802.000000 Penalty: 3670.856689
	Iteration 19Q: 3 clusters Score -1.06728e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -10672813.000000 Penalty: 3670.856689
	Iteration 20F: 3 clusters Score -1.067281e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -10672799.000000 Penalty: 3670.856689
	Iteration 21Q: 3 clusters Score -1.06728e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -10672820.000000 Penalty: 3670.856689
	Iteration 22Q: 3 clusters Score -1.067282e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -10672811.000000 Penalty: 3670.856689
	Iteration 23Q: 3 clusters Score -1.067281e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -10672805.000000 Penalty: 3670.856689
	Iteration 24Q: 3 clusters Score -1.06728e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -10672889.000000 Penalty: 3670.856689
	Iteration 25Q: 3 clusters Score -1.067289e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -10672901.000000 Penalty: 3670.856689
	Iteration 26Q: 3 clusters Score -1.06729e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -10672882.000000 Penalty: 3670.856689
	Iteration 27Q: 3 clusters Score -1.067288e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -10672853.000000 Penalty: 3670.856689
	Iteration 28Q: 3 clusters Score -1.067285e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -10672861.000000 Penalty: 3670.856689
	Iteration 29Q: 3 clusters Score -1.067286e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -10672900.000000 Penalty: 3670.856689
	Iteration 30Q: 3 clusters Score -1.06729e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -10672947.000000 Penalty: 3670.856689
	Iteration 31Q: 3 clusters Score -1.067295e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -10672900.000000 Penalty: 3670.856689
	Iteration 32Q: 3 clusters Score -1.06729e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -10672917.000000 Penalty: 3670.856689
	Iteration 33Q: 3 clusters Score -1.067292e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -10672934.000000 Penalty: 3670.856689
	Iteration 34Q: 3 clusters Score -1.067293e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -10672918.000000 Penalty: 3670.856689
	Iteration 35Q: 3 clusters Score -1.067292e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -10672894.000000 Penalty: 3670.856689
	Iteration 36Q: 3 clusters Score -1.067289e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -10672891.000000 Penalty: 3670.856689
	Iteration 37Q: 3 clusters Score -1.067289e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -10672907.000000 Penalty: 3670.856689
	Iteration 38Q: 3 clusters Score -1.067291e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -10672868.000000 Penalty: 3670.856689
	Iteration 39Q: 3 clusters Score -1.067287e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -10672868.000000 Penalty: 3670.856689
	Iteration 40F: 3 clusters Score -1.067287e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -10672887.000000 Penalty: 3670.856689
	Iteration 41Q: 3 clusters Score -1.067289e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -10672867.000000 Penalty: 3670.856689
	Iteration 42Q: 3 clusters Score -1.067287e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -10672887.000000 Penalty: 3670.856689
	Iteration 43Q: 3 clusters Score -1.067289e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -10672874.000000 Penalty: 3670.856689
	Iteration 44Q: 3 clusters Score -1.067287e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -10672905.000000 Penalty: 3670.856689
	Iteration 45Q: 3 clusters Score -1.06729e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -10672904.000000 Penalty: 3670.856689
	Iteration 46Q: 3 clusters Score -1.06729e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -10672931.000000 Penalty: 3670.856689
	Iteration 47Q: 3 clusters Score -1.067293e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -10672921.000000 Penalty: 3670.856689
	Iteration 48Q: 3 clusters Score -1.067292e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -10672936.000000 Penalty: 3670.856689
	Iteration 49Q: 3 clusters Score -1.067294e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -10672902.000000 Penalty: 3670.856689
	Iteration 50Q: 3 clusters Score -1.06729e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -10672909.000000 Penalty: 3670.856689
	Iteration 51Q: 3 clusters Score -1.067291e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -10672920.000000 Penalty: 3670.856689
	Iteration 52Q: 3 clusters Score -1.067292e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -10672894.000000 Penalty: 3670.856689
	Iteration 53Q: 3 clusters Score -1.067289e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -10672893.000000 Penalty: 3670.856689
	Iteration 54Q: 3 clusters Score -1.067289e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -10672882.000000 Penalty: 3670.856689
	Iteration 55Q: 3 clusters Score -1.067288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -10672866.000000 Penalty: 3670.856689
	Iteration 56Q: 3 clusters Score -1.067287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -10672850.000000 Penalty: 3670.856689
	Iteration 57Q: 3 clusters Score -1.067285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -10672865.000000 Penalty: 3670.856689
	Iteration 58Q: 3 clusters Score -1.067286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -10672865.000000 Penalty: 3670.856689
	Iteration 59Q: 3 clusters Score -1.067286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -10672861.000000 Penalty: 3670.856689
	Iteration 60F: 3 clusters Score -1.067286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -10672867.000000 Penalty: 3670.856689
	Iteration 61Q: 3 clusters Score -1.067287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -10672871.000000 Penalty: 3670.856689
	Iteration 62Q: 3 clusters Score -1.067287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -10672867.000000 Penalty: 3670.856689
	Iteration 63Q: 3 clusters Score -1.067287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -10672867.000000 Penalty: 3670.856689
	Iteration 64Q: 3 clusters Score -1.067287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -10672869.000000 Penalty: 3670.856689
	Iteration 65Q: 3 clusters Score -1.067287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -10672873.000000 Penalty: 3670.856689
	Iteration 66Q: 3 clusters Score -1.067287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -10672874.000000 Penalty: 3670.856689
	Iteration 67Q: 3 clusters Score -1.067287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -10672862.000000 Penalty: 3670.856689
	Iteration 68Q: 3 clusters Score -1.067286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -10672862.000000 Penalty: 3670.856689
	Iteration 69Q: 3 clusters Score -1.067286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -10672861.000000 Penalty: 3670.856689
	Iteration 70Q: 3 clusters Score -1.067286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -10672861.000000 Penalty: 3670.856689
	Iteration 71Q: 3 clusters Score -1.067286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -10672862.000000 Penalty: 3670.856689
	Iteration 72Q: 3 clusters Score -1.067286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -10672856.000000 Penalty: 3670.856689
	Iteration 73Q: 3 clusters Score -1.067286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -10672848.000000 Penalty: 3670.856689
	Iteration 74Q: 3 clusters Score -1.067285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -10672853.000000 Penalty: 3670.856689
	Iteration 75Q: 3 clusters Score -1.067285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -10672867.000000 Penalty: 3670.856689
	Iteration 76Q: 3 clusters Score -1.067287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -10672872.000000 Penalty: 3670.856689
	Iteration 77Q: 3 clusters Score -1.067287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -10672863.000000 Penalty: 3670.856689
	Iteration 78Q: 3 clusters Score -1.067286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -10672861.000000 Penalty: 3670.856689
	Iteration 79Q: 3 clusters Score -1.067286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -10672870.000000 Penalty: 3670.856689
	Iteration 80F: 3 clusters Score -1.067287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -10672865.000000 Penalty: 3670.856689
	Iteration 81Q: 3 clusters Score -1.067286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -10672863.000000 Penalty: 3670.856689
	Iteration 82Q: 3 clusters Score -1.067286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -10672869.000000 Penalty: 3670.856689
	Iteration 83Q: 3 clusters Score -1.067287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -10672861.000000 Penalty: 3670.856689
	Iteration 84Q: 3 clusters Score -1.067286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -10672865.000000 Penalty: 3670.856689
	Iteration 85Q: 3 clusters Score -1.067286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -10672865.000000 Penalty: 3670.856689
	Iteration 86Q: 3 clusters Score -1.067286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -10672869.000000 Penalty: 3670.856689
	Iteration 87Q: 3 clusters Score -1.067287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -10672869.000000 Penalty: 3670.856689
	Iteration 88F: 3 clusters Score -1.067287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 71819 members 
Mstep: Class 7 contains 7077 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 52256 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 44569 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 73498 members 
Mstep: Class 18 contains 48102 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 29827 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 31620 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 51882 members 
Mstep: Class 26 contains 12146 members 
Mstep: Class 27 contains 53005 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 86461 members 
Mstep: Class 33 contains 75747 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 53231 members 
Mstep: Class 37 contains 17493 members 
Mstep: Class 38 contains 53984 members 
Mstep: Class 39 contains 98942 members 
Mstep: Class 40 contains 26430 members 
Entering Unmasked Estep 
Score: -127776248.000000 Penalty: 89804.523438
Splitting cluster 38 changes total score from -127774704.000000 to -127776248.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 39 (98942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Entering Unmasked Estep 
Score: -13047291.000000 Penalty: 1869.121948
	Iteration 0F: 2 clusters Score -1.304729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -12991619.000000 Penalty: 3738.243896
	Iteration 0F: 3 clusters Score -1.299162e+07 nChanged 47506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -13018903.000000 Penalty: 3738.243896
	Iteration 1F: 3 clusters Score -1.30189e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -13019455.000000 Penalty: 3738.243896
	Iteration 2Q: 3 clusters Score -1.301946e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -13020079.000000 Penalty: 3738.243896
	Iteration 3Q: 3 clusters Score -1.302008e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -13020807.000000 Penalty: 3738.243896
	Iteration 4Q: 3 clusters Score -1.302081e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -13021900.000000 Penalty: 3738.243896
	Iteration 5Q: 3 clusters Score -1.30219e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -13023570.000000 Penalty: 3738.243896
	Iteration 6Q: 3 clusters Score -1.302357e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -13025754.000000 Penalty: 3738.243896
	Iteration 7F: 3 clusters Score -1.302575e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -13027677.000000 Penalty: 3738.243896
	Iteration 8F: 3 clusters Score -1.302768e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -13029925.000000 Penalty: 3738.243896
	Iteration 9F: 3 clusters Score -1.302992e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -13032112.000000 Penalty: 3738.243896
	Iteration 10F: 3 clusters Score -1.303211e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -13034265.000000 Penalty: 3738.243896
	Iteration 11Q: 3 clusters Score -1.303426e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -13036397.000000 Penalty: 3738.243896
	Iteration 12Q: 3 clusters Score -1.30364e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -13038366.000000 Penalty: 3738.243896
	Iteration 13Q: 3 clusters Score -1.303837e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -13039598.000000 Penalty: 3738.243896
	Iteration 14Q: 3 clusters Score -1.30396e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -13040244.000000 Penalty: 3738.243896
	Iteration 15Q: 3 clusters Score -1.304024e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -13040586.000000 Penalty: 3738.243896
	Iteration 16Q: 3 clusters Score -1.304059e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -13040806.000000 Penalty: 3738.243896
	Iteration 17Q: 3 clusters Score -1.304081e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -13040952.000000 Penalty: 3738.243896
	Iteration 18Q: 3 clusters Score -1.304095e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -13041096.000000 Penalty: 3738.243896
	Iteration 19Q: 3 clusters Score -1.30411e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -13041193.000000 Penalty: 3738.243896
	Iteration 20F: 3 clusters Score -1.304119e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -13041338.000000 Penalty: 3738.243896
	Iteration 21Q: 3 clusters Score -1.304134e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -13041392.000000 Penalty: 3738.243896
	Iteration 22Q: 3 clusters Score -1.304139e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -13041592.000000 Penalty: 3738.243896
	Iteration 23Q: 3 clusters Score -1.304159e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -13041707.000000 Penalty: 3738.243896
	Iteration 24Q: 3 clusters Score -1.304171e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -13041809.000000 Penalty: 3738.243896
	Iteration 25Q: 3 clusters Score -1.304181e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -13041938.000000 Penalty: 3738.243896
	Iteration 26Q: 3 clusters Score -1.304194e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -13042064.000000 Penalty: 3738.243896
	Iteration 27Q: 3 clusters Score -1.304206e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -13042175.000000 Penalty: 3738.243896
	Iteration 28Q: 3 clusters Score -1.304218e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -13042228.000000 Penalty: 3738.243896
	Iteration 29Q: 3 clusters Score -1.304223e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -13042322.000000 Penalty: 3738.243896
	Iteration 30Q: 3 clusters Score -1.304232e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -13042424.000000 Penalty: 3738.243896
	Iteration 31Q: 3 clusters Score -1.304242e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -13042567.000000 Penalty: 3738.243896
	Iteration 32Q: 3 clusters Score -1.304257e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -13042702.000000 Penalty: 3738.243896
	Iteration 33Q: 3 clusters Score -1.30427e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -13042814.000000 Penalty: 3738.243896
	Iteration 34Q: 3 clusters Score -1.304281e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -13043011.000000 Penalty: 3738.243896
	Iteration 35Q: 3 clusters Score -1.304301e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -13043184.000000 Penalty: 3738.243896
	Iteration 36Q: 3 clusters Score -1.304318e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -13043353.000000 Penalty: 3738.243896
	Iteration 37Q: 3 clusters Score -1.304335e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -13043442.000000 Penalty: 3738.243896
	Iteration 38Q: 3 clusters Score -1.304344e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -13043588.000000 Penalty: 3738.243896
	Iteration 39Q: 3 clusters Score -1.304359e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -13043740.000000 Penalty: 3738.243896
	Iteration 40F: 3 clusters Score -1.304374e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -13043845.000000 Penalty: 3738.243896
	Iteration 41Q: 3 clusters Score -1.304384e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -13043991.000000 Penalty: 3738.243896
	Iteration 42Q: 3 clusters Score -1.304399e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -13044132.000000 Penalty: 3738.243896
	Iteration 43Q: 3 clusters Score -1.304413e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -13044270.000000 Penalty: 3738.243896
	Iteration 44Q: 3 clusters Score -1.304427e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -13044377.000000 Penalty: 3738.243896
	Iteration 45Q: 3 clusters Score -1.304438e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -13044508.000000 Penalty: 3738.243896
	Iteration 46Q: 3 clusters Score -1.304451e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -13044577.000000 Penalty: 3738.243896
	Iteration 47Q: 3 clusters Score -1.304458e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -13044679.000000 Penalty: 3738.243896
	Iteration 48Q: 3 clusters Score -1.304468e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -13044773.000000 Penalty: 3738.243896
	Iteration 49Q: 3 clusters Score -1.304477e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -13044871.000000 Penalty: 3738.243896
	Iteration 50Q: 3 clusters Score -1.304487e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -13044962.000000 Penalty: 3738.243896
	Iteration 51Q: 3 clusters Score -1.304496e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -13045036.000000 Penalty: 3738.243896
	Iteration 52Q: 3 clusters Score -1.304504e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -13045143.000000 Penalty: 3738.243896
	Iteration 53Q: 3 clusters Score -1.304514e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -13045262.000000 Penalty: 3738.243896
	Iteration 54Q: 3 clusters Score -1.304526e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -13045328.000000 Penalty: 3738.243896
	Iteration 55Q: 3 clusters Score -1.304533e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -13045381.000000 Penalty: 3738.243896
	Iteration 56Q: 3 clusters Score -1.304538e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -13045421.000000 Penalty: 3738.243896
	Iteration 57Q: 3 clusters Score -1.304542e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -13045462.000000 Penalty: 3738.243896
	Iteration 58Q: 3 clusters Score -1.304546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -13045488.000000 Penalty: 3738.243896
	Iteration 59Q: 3 clusters Score -1.304549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -13045532.000000 Penalty: 3738.243896
	Iteration 60F: 3 clusters Score -1.304553e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -13045543.000000 Penalty: 3738.243896
	Iteration 61Q: 3 clusters Score -1.304554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -13045571.000000 Penalty: 3738.243896
	Iteration 62Q: 3 clusters Score -1.304557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -13045600.000000 Penalty: 3738.243896
	Iteration 63Q: 3 clusters Score -1.30456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -13045618.000000 Penalty: 3738.243896
	Iteration 64Q: 3 clusters Score -1.304562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -13045645.000000 Penalty: 3738.243896
	Iteration 65Q: 3 clusters Score -1.304564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -13045652.000000 Penalty: 3738.243896
	Iteration 66Q: 3 clusters Score -1.304565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -13045655.000000 Penalty: 3738.243896
	Iteration 67Q: 3 clusters Score -1.304566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -13045658.000000 Penalty: 3738.243896
	Iteration 68Q: 3 clusters Score -1.304566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -13045693.000000 Penalty: 3738.243896
	Iteration 69Q: 3 clusters Score -1.304569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -13045712.000000 Penalty: 3738.243896
	Iteration 70Q: 3 clusters Score -1.304571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -13045713.000000 Penalty: 3738.243896
	Iteration 71Q: 3 clusters Score -1.304571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -13045725.000000 Penalty: 3738.243896
	Iteration 72Q: 3 clusters Score -1.304572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -13045730.000000 Penalty: 3738.243896
	Iteration 73Q: 3 clusters Score -1.304573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -13045737.000000 Penalty: 3738.243896
	Iteration 74Q: 3 clusters Score -1.304574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 98277 members 
Entering Unmasked Estep 
Score: -13045746.000000 Penalty: 3738.243896
	Iteration 75Q: 3 clusters Score -1.304575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -13045759.000000 Penalty: 3738.243896
	Iteration 76Q: 3 clusters Score -1.304576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -13045769.000000 Penalty: 3738.243896
	Iteration 77Q: 3 clusters Score -1.304577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -13045769.000000 Penalty: 3738.243896
	Iteration 78Q: 3 clusters Score -1.304577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -13045771.000000 Penalty: 3738.243896
	Iteration 79Q: 3 clusters Score -1.304577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -13045777.000000 Penalty: 3738.243896
	Iteration 80F: 3 clusters Score -1.304578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -13045777.000000 Penalty: 3738.243896
	Iteration 81Q: 3 clusters Score -1.304578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -13045788.000000 Penalty: 3738.243896
	Iteration 82Q: 3 clusters Score -1.304579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -13045790.000000 Penalty: 3738.243896
	Iteration 83Q: 3 clusters Score -1.304579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -13045790.000000 Penalty: 3738.243896
	Iteration 84Q: 3 clusters Score -1.304579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -13045795.000000 Penalty: 3738.243896
	Iteration 85Q: 3 clusters Score -1.30458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -13045795.000000 Penalty: 3738.243896
	Iteration 86F: 3 clusters Score -1.30458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 71819 members 
Mstep: Class 7 contains 7077 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 52256 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 44569 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 73498 members 
Mstep: Class 18 contains 48102 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 29827 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 31620 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 51882 members 
Mstep: Class 26 contains 12146 members 
Mstep: Class 27 contains 53005 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 86461 members 
Mstep: Class 33 contains 75747 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 53231 members 
Mstep: Class 37 contains 17493 members 
Mstep: Class 38 contains 53984 members 
Mstep: Class 39 contains 98942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778072.000000 Penalty: 89804.523438
Iteration 279Q: 41 clusters Score -1.277781e+08 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 71808 members 
Mstep: Class 7 contains 7077 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 4337 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 52294 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 44411 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 17 contains 73131 members 
Mstep: Class 18 contains 48027 members 
Mstep: Class 19 contains 15399 members 
Mstep: Class 20 contains 29193 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 31120 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6364 members 
Mstep: Class 25 contains 52748 members 
Mstep: Class 26 contains 12159 members 
Mstep: Class 27 contains 53856 members 
Mstep: Class 28 contains 2541 members 
Mstep: Class 29 contains 7430 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 86692 members 
Mstep: Class 33 contains 76359 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3090 members 
Mstep: Class 36 contains 51725 members 
Mstep: Class 37 contains 17474 members 
Mstep: Class 38 contains 54680 members 
Mstep: Class 39 contains 99361 members 
Mstep: Class 40 contains 25946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778528.000000 Penalty: 89804.523438
Iteration 280F: 41 clusters Score -1.277785e+08 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 71773 members 
Mstep: Class 7 contains 7072 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 52043 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 44159 members 
Mstep: Class 16 contains 6306 members 
Mstep: Class 17 contains 72537 members 
Mstep: Class 18 contains 47959 members 
Mstep: Class 19 contains 15375 members 
Mstep: Class 20 contains 28634 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 30300 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 53453 members 
Mstep: Class 26 contains 12187 members 
Mstep: Class 27 contains 55194 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 7471 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 86897 members 
Mstep: Class 33 contains 75747 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3085 members 
Mstep: Class 36 contains 50071 members 
Mstep: Class 37 contains 17453 members 
Mstep: Class 38 contains 55640 members 
Mstep: Class 39 contains 99753 members 
Mstep: Class 40 contains 27138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778592.000000 Penalty: 89804.523438
Iteration 281Q: 41 clusters Score -1.277786e+08 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 71722 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 12733 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 51865 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 5601 members 
Mstep: Class 15 contains 43936 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 71791 members 
Mstep: Class 18 contains 47949 members 
Mstep: Class 19 contains 15378 members 
Mstep: Class 20 contains 28176 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 29419 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6352 members 
Mstep: Class 25 contains 54224 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 56346 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 7515 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 87063 members 
Mstep: Class 33 contains 75369 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3089 members 
Mstep: Class 36 contains 48521 members 
Mstep: Class 37 contains 17423 members 
Mstep: Class 38 contains 56878 members 
Mstep: Class 39 contains 100079 members 
Mstep: Class 40 contains 27896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778632.000000 Penalty: 89804.523438
Iteration 282Q: 41 clusters Score -1.277786e+08 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 71700 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 51700 members 
Mstep: Class 13 contains 17249 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 43673 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 17 contains 70897 members 
Mstep: Class 18 contains 47929 members 
Mstep: Class 19 contains 15378 members 
Mstep: Class 20 contains 27771 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 28542 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 55042 members 
Mstep: Class 26 contains 12221 members 
Mstep: Class 27 contains 57409 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 7546 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 87259 members 
Mstep: Class 33 contains 75109 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3095 members 
Mstep: Class 36 contains 47082 members 
Mstep: Class 37 contains 17406 members 
Mstep: Class 38 contains 58168 members 
Mstep: Class 39 contains 100340 members 
Mstep: Class 40 contains 28589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778896.000000 Penalty: 89804.523438
Iteration 283Q: 41 clusters Score -1.277789e+08 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 71634 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 51542 members 
Mstep: Class 13 contains 17216 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 43296 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 70273 members 
Mstep: Class 18 contains 47996 members 
Mstep: Class 19 contains 15392 members 
Mstep: Class 20 contains 27382 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 27717 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 55744 members 
Mstep: Class 26 contains 12253 members 
Mstep: Class 27 contains 58582 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 7576 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 87415 members 
Mstep: Class 33 contains 74779 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 45648 members 
Mstep: Class 37 contains 17390 members 
Mstep: Class 38 contains 59322 members 
Mstep: Class 39 contains 100673 members 
Mstep: Class 40 contains 29150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779136.000000 Penalty: 89804.523438
Iteration 284Q: 41 clusters Score -1.277791e+08 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 71581 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 51442 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 42898 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 69933 members 
Mstep: Class 18 contains 48078 members 
Mstep: Class 19 contains 15384 members 
Mstep: Class 20 contains 26937 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 26947 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6351 members 
Mstep: Class 25 contains 56445 members 
Mstep: Class 26 contains 12274 members 
Mstep: Class 27 contains 60045 members 
Mstep: Class 28 contains 2640 members 
Mstep: Class 29 contains 7600 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 87619 members 
Mstep: Class 33 contains 74024 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3109 members 
Mstep: Class 36 contains 44318 members 
Mstep: Class 37 contains 17359 members 
Mstep: Class 38 contains 60233 members 
Mstep: Class 39 contains 100984 members 
Mstep: Class 40 contains 29706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778752.000000 Penalty: 89804.523438
Iteration 285Q: 41 clusters Score -1.277788e+08 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 7050 members 
Mstep: Class 8 contains 12728 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 51314 members 
Mstep: Class 13 contains 17132 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 42484 members 
Mstep: Class 16 contains 6328 members 
Mstep: Class 17 contains 69943 members 
Mstep: Class 18 contains 48157 members 
Mstep: Class 19 contains 15384 members 
Mstep: Class 20 contains 26513 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 26144 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 57159 members 
Mstep: Class 26 contains 12288 members 
Mstep: Class 27 contains 61841 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 87800 members 
Mstep: Class 33 contains 72629 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3123 members 
Mstep: Class 36 contains 43017 members 
Mstep: Class 37 contains 17322 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 101355 members 
Mstep: Class 40 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778320.000000 Penalty: 89804.523438
Iteration 286Q: 41 clusters Score -1.277783e+08 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 6 contains 71501 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 51177 members 
Mstep: Class 13 contains 17064 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 42073 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 69987 members 
Mstep: Class 18 contains 48259 members 
Mstep: Class 19 contains 15393 members 
Mstep: Class 20 contains 26100 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 25353 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 57836 members 
Mstep: Class 26 contains 12332 members 
Mstep: Class 27 contains 63605 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 87964 members 
Mstep: Class 33 contains 71113 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3138 members 
Mstep: Class 36 contains 41793 members 
Mstep: Class 37 contains 17298 members 
Mstep: Class 38 contains 61706 members 
Mstep: Class 39 contains 101653 members 
Mstep: Class 40 contains 31115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778136.000000 Penalty: 89804.523438
Iteration 287Q: 41 clusters Score -1.277781e+08 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 71440 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 51055 members 
Mstep: Class 13 contains 17007 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 41625 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 69974 members 
Mstep: Class 18 contains 48395 members 
Mstep: Class 19 contains 15401 members 
Mstep: Class 20 contains 25694 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 24528 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 58492 members 
Mstep: Class 26 contains 12380 members 
Mstep: Class 27 contains 65288 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 7679 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 88118 members 
Mstep: Class 33 contains 69613 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3150 members 
Mstep: Class 36 contains 40641 members 
Mstep: Class 37 contains 17264 members 
Mstep: Class 38 contains 62511 members 
Mstep: Class 39 contains 101955 members 
Mstep: Class 40 contains 31922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777808.000000 Penalty: 89804.523438
Iteration 288Q: 41 clusters Score -1.277778e+08 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 71401 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 12721 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 50939 members 
Mstep: Class 13 contains 16908 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 41135 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 69830 members 
Mstep: Class 18 contains 48526 members 
Mstep: Class 19 contains 15404 members 
Mstep: Class 20 contains 25257 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 23712 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 59101 members 
Mstep: Class 26 contains 12419 members 
Mstep: Class 27 contains 66705 members 
Mstep: Class 28 contains 2648 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 88280 members 
Mstep: Class 33 contains 68370 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3161 members 
Mstep: Class 36 contains 39599 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 63381 members 
Mstep: Class 39 contains 102271 members 
Mstep: Class 40 contains 32832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777912.000000 Penalty: 89804.523438
Iteration 289Q: 41 clusters Score -1.277779e+08 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 71361 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 12716 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 50831 members 
Mstep: Class 13 contains 16807 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 40658 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 69527 members 
Mstep: Class 18 contains 48644 members 
Mstep: Class 19 contains 15402 members 
Mstep: Class 20 contains 24799 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 22874 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 59676 members 
Mstep: Class 26 contains 12468 members 
Mstep: Class 27 contains 68027 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 7726 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 88456 members 
Mstep: Class 33 contains 67129 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3178 members 
Mstep: Class 36 contains 38616 members 
Mstep: Class 37 contains 17183 members 
Mstep: Class 38 contains 64439 members 
Mstep: Class 39 contains 102511 members 
Mstep: Class 40 contains 33883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778560.000000 Penalty: 89804.523438
Iteration 290Q: 41 clusters Score -1.277786e+08 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 71310 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 12715 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 16699 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 40147 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 69175 members 
Mstep: Class 18 contains 48768 members 
Mstep: Class 19 contains 15415 members 
Mstep: Class 20 contains 24375 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 22106 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 60219 members 
Mstep: Class 26 contains 12545 members 
Mstep: Class 27 contains 69150 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 7763 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4799 members 
Mstep: Class 32 contains 88633 members 
Mstep: Class 33 contains 65980 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3190 members 
Mstep: Class 36 contains 37859 members 
Mstep: Class 37 contains 17138 members 
Mstep: Class 38 contains 65532 members 
Mstep: Class 39 contains 102662 members 
Mstep: Class 40 contains 34930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778184.000000 Penalty: 89804.523438
Iteration 291Q: 41 clusters Score -1.277782e+08 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 71238 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 12715 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 50516 members 
Mstep: Class 13 contains 16577 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 39576 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 68817 members 
Mstep: Class 18 contains 48928 members 
Mstep: Class 19 contains 15419 members 
Mstep: Class 20 contains 23938 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 21460 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 6361 members 
Mstep: Class 25 contains 60746 members 
Mstep: Class 26 contains 12630 members 
Mstep: Class 27 contains 70166 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4799 members 
Mstep: Class 32 contains 88836 members 
Mstep: Class 33 contains 64899 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3203 members 
Mstep: Class 36 contains 37236 members 
Mstep: Class 37 contains 17074 members 
Mstep: Class 38 contains 66554 members 
Mstep: Class 39 contains 102747 members 
Mstep: Class 40 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778504.000000 Penalty: 89804.523438
Iteration 292Q: 41 clusters Score -1.277785e+08 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 71174 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 12715 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 50393 members 
Mstep: Class 13 contains 16441 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 38975 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 68369 members 
Mstep: Class 18 contains 49167 members 
Mstep: Class 19 contains 15417 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 20968 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 61205 members 
Mstep: Class 26 contains 12687 members 
Mstep: Class 27 contains 71136 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 7847 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 88996 members 
Mstep: Class 33 contains 63762 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3213 members 
Mstep: Class 36 contains 36769 members 
Mstep: Class 37 contains 17017 members 
Mstep: Class 38 contains 67549 members 
Mstep: Class 39 contains 102790 members 
Mstep: Class 40 contains 37050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778216.000000 Penalty: 89804.523438
Iteration 293Q: 41 clusters Score -1.277782e+08 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 71138 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 50224 members 
Mstep: Class 13 contains 16315 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 67959 members 
Mstep: Class 18 contains 49354 members 
Mstep: Class 19 contains 15410 members 
Mstep: Class 20 contains 23007 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 20567 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 6310 members 
Mstep: Class 25 contains 61610 members 
Mstep: Class 26 contains 12739 members 
Mstep: Class 27 contains 71996 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 7876 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 89138 members 
Mstep: Class 33 contains 62677 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3234 members 
Mstep: Class 36 contains 36453 members 
Mstep: Class 37 contains 16964 members 
Mstep: Class 38 contains 68472 members 
Mstep: Class 39 contains 102716 members 
Mstep: Class 40 contains 38156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778288.000000 Penalty: 89804.523438
Iteration 294Q: 41 clusters Score -1.277783e+08 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 71129 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 12 contains 50115 members 
Mstep: Class 13 contains 16202 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 37988 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 67567 members 
Mstep: Class 18 contains 49587 members 
Mstep: Class 19 contains 15408 members 
Mstep: Class 20 contains 22461 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 20265 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 6273 members 
Mstep: Class 25 contains 61916 members 
Mstep: Class 26 contains 12798 members 
Mstep: Class 27 contains 72633 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89233 members 
Mstep: Class 33 contains 61665 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3236 members 
Mstep: Class 36 contains 36215 members 
Mstep: Class 37 contains 16916 members 
Mstep: Class 38 contains 69333 members 
Mstep: Class 39 contains 102635 members 
Mstep: Class 40 contains 39365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777544.000000 Penalty: 89804.523438
Iteration 295Q: 41 clusters Score -1.277775e+08 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 71139 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 1792 members 
Mstep: Class 12 contains 49978 members 
Mstep: Class 13 contains 16119 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 37537 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 67123 members 
Mstep: Class 18 contains 49839 members 
Mstep: Class 19 contains 15409 members 
Mstep: Class 20 contains 21864 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19991 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 62186 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 73067 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 7919 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89304 members 
Mstep: Class 33 contains 60916 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3236 members 
Mstep: Class 36 contains 36071 members 
Mstep: Class 37 contains 16874 members 
Mstep: Class 38 contains 70064 members 
Mstep: Class 39 contains 102510 members 
Mstep: Class 40 contains 40654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777176.000000 Penalty: 89804.523438
Iteration 296Q: 41 clusters Score -1.277772e+08 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 6 contains 71143 members 
Mstep: Class 7 contains 6941 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 49873 members 
Mstep: Class 13 contains 16053 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 37109 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 66685 members 
Mstep: Class 18 contains 50095 members 
Mstep: Class 19 contains 15426 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19772 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 62396 members 
Mstep: Class 26 contains 12899 members 
Mstep: Class 27 contains 73174 members 
Mstep: Class 28 contains 2669 members 
Mstep: Class 29 contains 7914 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89314 members 
Mstep: Class 33 contains 60381 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3245 members 
Mstep: Class 36 contains 35997 members 
Mstep: Class 37 contains 16840 members 
Mstep: Class 38 contains 70686 members 
Mstep: Class 39 contains 102368 members 
Mstep: Class 40 contains 42127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777144.000000 Penalty: 89804.523438
Iteration 297Q: 41 clusters Score -1.277771e+08 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 6 contains 71140 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 49731 members 
Mstep: Class 13 contains 16000 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 36769 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 66275 members 
Mstep: Class 18 contains 50346 members 
Mstep: Class 19 contains 15444 members 
Mstep: Class 20 contains 20653 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19572 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 6154 members 
Mstep: Class 25 contains 62566 members 
Mstep: Class 26 contains 12946 members 
Mstep: Class 27 contains 72934 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 7923 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89312 members 
Mstep: Class 33 contains 60144 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3252 members 
Mstep: Class 36 contains 35962 members 
Mstep: Class 37 contains 16807 members 
Mstep: Class 38 contains 71246 members 
Mstep: Class 39 contains 102271 members 
Mstep: Class 40 contains 43536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777424.000000 Penalty: 89804.523438
Iteration 298Q: 41 clusters Score -1.277774e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 71115 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 12706 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 49618 members 
Mstep: Class 13 contains 15953 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 36436 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 65918 members 
Mstep: Class 18 contains 50584 members 
Mstep: Class 19 contains 15463 members 
Mstep: Class 20 contains 20084 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19389 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 6126 members 
Mstep: Class 25 contains 62722 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 72586 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 7938 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89285 members 
Mstep: Class 33 contains 60108 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 3248 members 
Mstep: Class 36 contains 36051 members 
Mstep: Class 37 contains 16774 members 
Mstep: Class 38 contains 71734 members 
Mstep: Class 39 contains 102125 members 
Mstep: Class 40 contains 44796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777064.000000 Penalty: 89804.523438
Iteration 299Q: 41 clusters Score -1.277771e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 71090 members 
Mstep: Class 7 contains 6895 members 
Mstep: Class 8 contains 12721 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 1674 members 
Mstep: Class 12 contains 49484 members 
Mstep: Class 13 contains 15897 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 65554 members 
Mstep: Class 18 contains 50807 members 
Mstep: Class 19 contains 15477 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19240 members 
Mstep: Class 23 contains 2669 members 
Mstep: Class 24 contains 6098 members 
Mstep: Class 25 contains 62822 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 72167 members 
Mstep: Class 28 contains 2672 members 
Mstep: Class 29 contains 7950 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89252 members 
Mstep: Class 33 contains 60299 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3241 members 
Mstep: Class 36 contains 36199 members 
Mstep: Class 37 contains 16737 members 
Mstep: Class 38 contains 72221 members 
Mstep: Class 39 contains 101978 members 
Mstep: Class 40 contains 45900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778168.000000 Penalty: 89804.523438
Iteration 300F: 41 clusters Score -1.277782e+08 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 71072 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 1654 members 
Mstep: Class 12 contains 49392 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 35817 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 65348 members 
Mstep: Class 18 contains 51008 members 
Mstep: Class 19 contains 15482 members 
Mstep: Class 20 contains 18977 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 6069 members 
Mstep: Class 25 contains 62893 members 
Mstep: Class 26 contains 13010 members 
Mstep: Class 27 contains 72852 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 7948 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89213 members 
Mstep: Class 33 contains 58650 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3231 members 
Mstep: Class 36 contains 36347 members 
Mstep: Class 37 contains 16708 members 
Mstep: Class 38 contains 72658 members 
Mstep: Class 39 contains 101848 members 
Mstep: Class 40 contains 47663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2242.569336 but Gain 2245.117188
Score: -127778048.000000 Penalty: 87559.406250
Iteration 301Q: 40 clusters Score -1.27778e+08 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 6 contains 71414 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 12733 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 12 contains 49476 members 
Mstep: Class 13 contains 15820 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 35579 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 65315 members 
Mstep: Class 18 contains 51199 members 
Mstep: Class 19 contains 15494 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18933 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 6036 members 
Mstep: Class 25 contains 63557 members 
Mstep: Class 26 contains 13088 members 
Mstep: Class 27 contains 73218 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 7943 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 89166 members 
Mstep: Class 33 contains 57215 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3229 members 
Mstep: Class 36 contains 36557 members 
Mstep: Class 37 contains 16678 members 
Mstep: Class 38 contains 73153 members 
Mstep: Class 39 contains 101657 members 
Mstep: Class 40 contains 49527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779480.000000 Penalty: 87559.406250
Iteration 302Q: 40 clusters Score -1.277795e+08 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 71343 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 12732 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 12 contains 49411 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 35311 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 65293 members 
Mstep: Class 18 contains 51361 members 
Mstep: Class 19 contains 15498 members 
Mstep: Class 20 contains 18223 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18811 members 
Mstep: Class 23 contains 2672 members 
Mstep: Class 24 contains 6013 members 
Mstep: Class 25 contains 63793 members 
Mstep: Class 26 contains 13077 members 
Mstep: Class 27 contains 73197 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 7931 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4796 members 
Mstep: Class 32 contains 89094 members 
Mstep: Class 33 contains 55716 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3224 members 
Mstep: Class 36 contains 36835 members 
Mstep: Class 37 contains 16654 members 
Mstep: Class 38 contains 73530 members 
Mstep: Class 39 contains 101378 members 
Mstep: Class 40 contains 51363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779272.000000 Penalty: 87559.406250
Iteration 303Q: 40 clusters Score -1.277793e+08 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 71223 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 12 contains 49332 members 
Mstep: Class 13 contains 15714 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 35001 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 65280 members 
Mstep: Class 18 contains 51528 members 
Mstep: Class 19 contains 15519 members 
Mstep: Class 20 contains 17962 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18706 members 
Mstep: Class 23 contains 2673 members 
Mstep: Class 24 contains 5991 members 
Mstep: Class 25 contains 63982 members 
Mstep: Class 26 contains 13067 members 
Mstep: Class 27 contains 73079 members 
Mstep: Class 28 contains 2675 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 89013 members 
Mstep: Class 33 contains 54274 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3223 members 
Mstep: Class 36 contains 37160 members 
Mstep: Class 37 contains 16636 members 
Mstep: Class 38 contains 73946 members 
Mstep: Class 39 contains 101110 members 
Mstep: Class 40 contains 53175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780056.000000 Penalty: 87559.406250
Iteration 304Q: 40 clusters Score -1.277801e+08 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 71148 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 12 contains 49294 members 
Mstep: Class 13 contains 15695 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 34711 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 65284 members 
Mstep: Class 18 contains 51711 members 
Mstep: Class 19 contains 15537 members 
Mstep: Class 20 contains 17667 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18627 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 64091 members 
Mstep: Class 26 contains 13060 members 
Mstep: Class 27 contains 73020 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 7886 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 88943 members 
Mstep: Class 33 contains 52807 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3218 members 
Mstep: Class 36 contains 37548 members 
Mstep: Class 37 contains 16603 members 
Mstep: Class 38 contains 74285 members 
Mstep: Class 39 contains 100830 members 
Mstep: Class 40 contains 54934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779592.000000 Penalty: 87559.406250
Iteration 305Q: 40 clusters Score -1.277796e+08 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 71081 members 
Mstep: Class 7 contains 6837 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 12 contains 49263 members 
Mstep: Class 13 contains 15689 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 34411 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 65306 members 
Mstep: Class 18 contains 51852 members 
Mstep: Class 19 contains 15550 members 
Mstep: Class 20 contains 17365 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18544 members 
Mstep: Class 23 contains 2676 members 
Mstep: Class 24 contains 5945 members 
Mstep: Class 25 contains 64096 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 73454 members 
Mstep: Class 28 contains 2675 members 
Mstep: Class 29 contains 7873 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 88898 members 
Mstep: Class 33 contains 51266 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3218 members 
Mstep: Class 36 contains 38061 members 
Mstep: Class 37 contains 16568 members 
Mstep: Class 38 contains 74227 members 
Mstep: Class 39 contains 100499 members 
Mstep: Class 40 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779640.000000 Penalty: 87559.406250
Iteration 306Q: 40 clusters Score -1.277796e+08 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 71011 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 12 contains 49230 members 
Mstep: Class 13 contains 15674 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 34124 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 65299 members 
Mstep: Class 18 contains 51960 members 
Mstep: Class 19 contains 15555 members 
Mstep: Class 20 contains 17167 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18497 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 5923 members 
Mstep: Class 25 contains 64044 members 
Mstep: Class 26 contains 13066 members 
Mstep: Class 27 contains 73904 members 
Mstep: Class 28 contains 2675 members 
Mstep: Class 29 contains 7847 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4792 members 
Mstep: Class 32 contains 88859 members 
Mstep: Class 33 contains 49843 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3220 members 
Mstep: Class 36 contains 38681 members 
Mstep: Class 37 contains 16544 members 
Mstep: Class 38 contains 73951 members 
Mstep: Class 39 contains 100153 members 
Mstep: Class 40 contains 58387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780056.000000 Penalty: 87559.406250
Iteration 307Q: 40 clusters Score -1.277801e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 70957 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 12727 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 12 contains 49188 members 
Mstep: Class 13 contains 15665 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 33823 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 65330 members 
Mstep: Class 18 contains 52033 members 
Mstep: Class 19 contains 15566 members 
Mstep: Class 20 contains 17050 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18461 members 
Mstep: Class 23 contains 2680 members 
Mstep: Class 24 contains 5900 members 
Mstep: Class 25 contains 63917 members 
Mstep: Class 26 contains 13070 members 
Mstep: Class 27 contains 73804 members 
Mstep: Class 28 contains 2678 members 
Mstep: Class 29 contains 7826 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 88826 members 
Mstep: Class 33 contains 48477 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3217 members 
Mstep: Class 36 contains 39401 members 
Mstep: Class 37 contains 16510 members 
Mstep: Class 38 contains 74008 members 
Mstep: Class 39 contains 99730 members 
Mstep: Class 40 contains 60205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780224.000000 Penalty: 87559.406250
Iteration 308Q: 40 clusters Score -1.277802e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 70900 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 12 contains 49132 members 
Mstep: Class 13 contains 15673 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 33567 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 65309 members 
Mstep: Class 18 contains 52142 members 
Mstep: Class 19 contains 15570 members 
Mstep: Class 20 contains 16919 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18420 members 
Mstep: Class 23 contains 2680 members 
Mstep: Class 24 contains 5877 members 
Mstep: Class 25 contains 63721 members 
Mstep: Class 26 contains 13076 members 
Mstep: Class 27 contains 73425 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 7815 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 88810 members 
Mstep: Class 33 contains 47147 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3209 members 
Mstep: Class 36 contains 40212 members 
Mstep: Class 37 contains 16466 members 
Mstep: Class 38 contains 74332 members 
Mstep: Class 39 contains 99300 members 
Mstep: Class 40 contains 61978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780048.000000 Penalty: 87559.406250
Iteration 309Q: 40 clusters Score -1.2778e+08 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 70828 members 
Mstep: Class 7 contains 6779 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 12 contains 49082 members 
Mstep: Class 13 contains 15659 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 33332 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 65295 members 
Mstep: Class 18 contains 52263 members 
Mstep: Class 19 contains 15589 members 
Mstep: Class 20 contains 16811 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18399 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 63451 members 
Mstep: Class 26 contains 13078 members 
Mstep: Class 27 contains 72923 members 
Mstep: Class 28 contains 2680 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 88775 members 
Mstep: Class 33 contains 45907 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3202 members 
Mstep: Class 36 contains 41181 members 
Mstep: Class 37 contains 16423 members 
Mstep: Class 38 contains 74643 members 
Mstep: Class 39 contains 98802 members 
Mstep: Class 40 contains 63702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780032.000000 Penalty: 87559.406250
Iteration 310Q: 40 clusters Score -1.2778e+08 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 70797 members 
Mstep: Class 7 contains 6773 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 12 contains 49064 members 
Mstep: Class 13 contains 15643 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 33111 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 65262 members 
Mstep: Class 18 contains 52419 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 16702 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18382 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5849 members 
Mstep: Class 25 contains 63066 members 
Mstep: Class 26 contains 13077 members 
Mstep: Class 27 contains 72575 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 7799 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 88731 members 
Mstep: Class 33 contains 44676 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3188 members 
Mstep: Class 36 contains 42295 members 
Mstep: Class 37 contains 16376 members 
Mstep: Class 38 contains 74799 members 
Mstep: Class 39 contains 98289 members 
Mstep: Class 40 contains 65345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779608.000000 Penalty: 87559.406250
Iteration 311Q: 40 clusters Score -1.277796e+08 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 70745 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 12713 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 12 contains 49044 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 32892 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 65212 members 
Mstep: Class 18 contains 52576 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 16603 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18364 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5839 members 
Mstep: Class 25 contains 62595 members 
Mstep: Class 26 contains 13069 members 
Mstep: Class 27 contains 72264 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 7790 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 88673 members 
Mstep: Class 33 contains 43507 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3180 members 
Mstep: Class 36 contains 43595 members 
Mstep: Class 37 contains 16339 members 
Mstep: Class 38 contains 74975 members 
Mstep: Class 39 contains 97654 members 
Mstep: Class 40 contains 66908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780136.000000 Penalty: 87559.406250
Iteration 312Q: 40 clusters Score -1.277801e+08 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 70683 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 12708 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 12 contains 49049 members 
Mstep: Class 13 contains 15635 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 32687 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 65215 members 
Mstep: Class 18 contains 52711 members 
Mstep: Class 19 contains 15629 members 
Mstep: Class 20 contains 16536 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18348 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 62123 members 
Mstep: Class 26 contains 13059 members 
Mstep: Class 27 contains 71899 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 7781 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 88616 members 
Mstep: Class 33 contains 42397 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3171 members 
Mstep: Class 36 contains 44960 members 
Mstep: Class 37 contains 16311 members 
Mstep: Class 38 contains 75160 members 
Mstep: Class 39 contains 96983 members 
Mstep: Class 40 contains 68337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779944.000000 Penalty: 87559.406250
Iteration 313Q: 40 clusters Score -1.277799e+08 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 70612 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 12716 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 12 contains 49076 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 32532 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 65216 members 
Mstep: Class 18 contains 52831 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18353 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 61671 members 
Mstep: Class 26 contains 13059 members 
Mstep: Class 27 contains 71525 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 7767 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 88545 members 
Mstep: Class 33 contains 41409 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3168 members 
Mstep: Class 36 contains 46433 members 
Mstep: Class 37 contains 16277 members 
Mstep: Class 38 contains 75381 members 
Mstep: Class 39 contains 96170 members 
Mstep: Class 40 contains 69599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779584.000000 Penalty: 87559.406250
Iteration 314Q: 40 clusters Score -1.277796e+08 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 70568 members 
Mstep: Class 7 contains 6757 members 
Mstep: Class 8 contains 12720 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 12 contains 49087 members 
Mstep: Class 13 contains 15608 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 32347 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 65187 members 
Mstep: Class 18 contains 52989 members 
Mstep: Class 19 contains 15648 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18344 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5806 members 
Mstep: Class 25 contains 61226 members 
Mstep: Class 26 contains 13061 members 
Mstep: Class 27 contains 71275 members 
Mstep: Class 28 contains 2684 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 88441 members 
Mstep: Class 33 contains 40491 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3159 members 
Mstep: Class 36 contains 47973 members 
Mstep: Class 37 contains 16244 members 
Mstep: Class 38 contains 75669 members 
Mstep: Class 39 contains 95263 members 
Mstep: Class 40 contains 70665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779336.000000 Penalty: 87559.406250
Iteration 315Q: 40 clusters Score -1.277793e+08 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 70509 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 12 contains 49064 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 32197 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 65199 members 
Mstep: Class 18 contains 53121 members 
Mstep: Class 19 contains 15666 members 
Mstep: Class 20 contains 16291 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18334 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5799 members 
Mstep: Class 25 contains 60684 members 
Mstep: Class 26 contains 13079 members 
Mstep: Class 27 contains 71229 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7728 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 88316 members 
Mstep: Class 33 contains 39578 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 49806 members 
Mstep: Class 37 contains 16207 members 
Mstep: Class 38 contains 75925 members 
Mstep: Class 39 contains 94141 members 
Mstep: Class 40 contains 71544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778240.000000 Penalty: 87559.406250
Iteration 316Q: 40 clusters Score -1.277782e+08 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 70470 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 12 contains 49044 members 
Mstep: Class 13 contains 15582 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 32017 members 
Mstep: Class 16 contains 6305 members 
Mstep: Class 17 contains 65237 members 
Mstep: Class 18 contains 53298 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 16221 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18361 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5794 members 
Mstep: Class 25 contains 60067 members 
Mstep: Class 26 contains 13094 members 
Mstep: Class 27 contains 71431 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7729 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 88192 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3143 members 
Mstep: Class 36 contains 51877 members 
Mstep: Class 37 contains 16158 members 
Mstep: Class 38 contains 76255 members 
Mstep: Class 39 contains 92810 members 
Mstep: Class 40 contains 72116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778008.000000 Penalty: 87559.406250
Iteration 317Q: 40 clusters Score -1.27778e+08 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 70459 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 12 contains 49025 members 
Mstep: Class 13 contains 15567 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 31845 members 
Mstep: Class 16 contains 6305 members 
Mstep: Class 17 contains 65308 members 
Mstep: Class 18 contains 53495 members 
Mstep: Class 19 contains 15656 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18356 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 5793 members 
Mstep: Class 25 contains 59451 members 
Mstep: Class 26 contains 13094 members 
Mstep: Class 27 contains 71718 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7735 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4787 members 
Mstep: Class 32 contains 88041 members 
Mstep: Class 33 contains 37700 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3139 members 
Mstep: Class 36 contains 53873 members 
Mstep: Class 37 contains 16110 members 
Mstep: Class 38 contains 76574 members 
Mstep: Class 39 contains 91539 members 
Mstep: Class 40 contains 72548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777416.000000 Penalty: 87559.406250
Iteration 318Q: 40 clusters Score -1.277774e+08 nChanged 6622
Entering ConstructFrom: 
Score: -127777416.000000 Penalty: 87559.406250
Entering ConstructFrom: 
Trying to split cluster 1 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -597395.500000 Penalty: 1382.935181
	Iteration 0F: 2 clusters Score -597395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -593399.937500 Penalty: 2765.870361
	Iteration 0F: 3 clusters Score -593399.9 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -594631.812500 Penalty: 2765.870361
	Iteration 1F: 3 clusters Score -594631.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -594915.500000 Penalty: 2765.870361
	Iteration 2F: 3 clusters Score -594915.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -595125.437500 Penalty: 2765.870361
	Iteration 3F: 3 clusters Score -595125.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -595273.187500 Penalty: 2765.870361
	Iteration 4F: 3 clusters Score -595273.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -595379.375000 Penalty: 2765.870361
	Iteration 5Q: 3 clusters Score -595379.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -595486.812500 Penalty: 2765.870361
	Iteration 6Q: 3 clusters Score -595486.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -595603.937500 Penalty: 2765.870361
	Iteration 7Q: 3 clusters Score -595603.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -595693.875000 Penalty: 2765.870361
	Iteration 8Q: 3 clusters Score -595693.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -595780.500000 Penalty: 2765.870361
	Iteration 9Q: 3 clusters Score -595780.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -595870.812500 Penalty: 2765.870361
	Iteration 10Q: 3 clusters Score -595870.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -595950.375000 Penalty: 2765.870361
	Iteration 11Q: 3 clusters Score -595950.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -596007.312500 Penalty: 2765.870361
	Iteration 12Q: 3 clusters Score -596007.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -596061.062500 Penalty: 2765.870361
	Iteration 13Q: 3 clusters Score -596061.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -596131.750000 Penalty: 2765.870361
	Iteration 14Q: 3 clusters Score -596131.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -596186.250000 Penalty: 2765.870361
	Iteration 15Q: 3 clusters Score -596186.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -596237.687500 Penalty: 2765.870361
	Iteration 16Q: 3 clusters Score -596237.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -596280.062500 Penalty: 2765.870361
	Iteration 17Q: 3 clusters Score -596280.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -596307.125000 Penalty: 2765.870361
	Iteration 18Q: 3 clusters Score -596307.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -596335.500000 Penalty: 2765.870361
	Iteration 19Q: 3 clusters Score -596335.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -596357.125000 Penalty: 2765.870361
	Iteration 20F: 3 clusters Score -596357.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -596371.187500 Penalty: 2765.870361
	Iteration 21Q: 3 clusters Score -596371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -596383.687500 Penalty: 2765.870361
	Iteration 22Q: 3 clusters Score -596383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -596394.625000 Penalty: 2765.870361
	Iteration 23Q: 3 clusters Score -596394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -596399.125000 Penalty: 2765.870361
	Iteration 24Q: 3 clusters Score -596399.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -596406.562500 Penalty: 2765.870361
	Iteration 25Q: 3 clusters Score -596406.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -596413.062500 Penalty: 2765.870361
	Iteration 26Q: 3 clusters Score -596413.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -596419.500000 Penalty: 2765.870361
	Iteration 27Q: 3 clusters Score -596419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -596422.812500 Penalty: 2765.870361
	Iteration 28Q: 3 clusters Score -596422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -596424.562500 Penalty: 2765.870361
	Iteration 29Q: 3 clusters Score -596424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -596427.875000 Penalty: 2765.870361
	Iteration 30Q: 3 clusters Score -596427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -596430.562500 Penalty: 2765.870361
	Iteration 31Q: 3 clusters Score -596430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -596432.000000 Penalty: 2765.870361
	Iteration 32Q: 3 clusters Score -596432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -596436.687500 Penalty: 2765.870361
	Iteration 33Q: 3 clusters Score -596436.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -596443.562500 Penalty: 2765.870361
	Iteration 34Q: 3 clusters Score -596443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -596455.187500 Penalty: 2765.870361
	Iteration 35Q: 3 clusters Score -596455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -596468.937500 Penalty: 2765.870361
	Iteration 36Q: 3 clusters Score -596468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -596483.875000 Penalty: 2765.870361
	Iteration 37Q: 3 clusters Score -596483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -596491.437500 Penalty: 2765.870361
	Iteration 38Q: 3 clusters Score -596491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -596495.250000 Penalty: 2765.870361
	Iteration 39Q: 3 clusters Score -596495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -596497.687500 Penalty: 2765.870361
	Iteration 40F: 3 clusters Score -596497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -596502.062500 Penalty: 2765.870361
	Iteration 41Q: 3 clusters Score -596502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -596506.812500 Penalty: 2765.870361
	Iteration 42Q: 3 clusters Score -596506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -596511.062500 Penalty: 2765.870361
	Iteration 43Q: 3 clusters Score -596511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -596515.312500 Penalty: 2765.870361
	Iteration 44Q: 3 clusters Score -596515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -596516.625000 Penalty: 2765.870361
	Iteration 45Q: 3 clusters Score -596516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -596517.750000 Penalty: 2765.870361
	Iteration 46Q: 3 clusters Score -596517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -596517.750000 Penalty: 2765.870361
	Iteration 47F: 3 clusters Score -596517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19322.869141 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19322.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19467.541016 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19467.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19654.808594 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -19654.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19686.671875 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19686.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19735.537109 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19735.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19746.763672 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19746.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19748.730469 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -19748.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19748.730469 Penalty: 1768.785767
	Iteration 7F: 3 clusters Score -19748.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -191974.062500 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -191974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -190135.000000 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -190135 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -190618.781250 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -190618.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -190762.593750 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -190762.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190846.921875 Penalty: 2416.900635
	Iteration 3F: 3 clusters Score -190846.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190916.578125 Penalty: 2416.900635
	Iteration 4Q: 3 clusters Score -190916.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190966.359375 Penalty: 2416.900635
	Iteration 5Q: 3 clusters Score -190966.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190994.828125 Penalty: 2416.900635
	Iteration 6Q: 3 clusters Score -190994.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191016.125000 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -191016.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191041.328125 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -191041.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191061.843750 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -191061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191086.390625 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -191086.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -191104.937500 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -191104.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191121.062500 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -191121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191129.640625 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -191129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191134.484375 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -191134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -191138.796875 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -191138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -191142.921875 Penalty: 2416.900635
	Iteration 16Q: 3 clusters Score -191142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -191144.703125 Penalty: 2416.900635
	Iteration 17Q: 3 clusters Score -191144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -191147.687500 Penalty: 2416.900635
	Iteration 18Q: 3 clusters Score -191147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191151.843750 Penalty: 2416.900635
	Iteration 19Q: 3 clusters Score -191151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191152.406250 Penalty: 2416.900635
	Iteration 20F: 3 clusters Score -191152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -191153.093750 Penalty: 2416.900635
	Iteration 21Q: 3 clusters Score -191153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -191153.093750 Penalty: 2416.900635
	Iteration 22F: 3 clusters Score -191153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 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 183 members 
Entering Unmasked Estep 
Score: -36062.636719 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36062.64 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36222.351562 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36222.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36366.132812 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36366.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36706.664062 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -36706.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36941.859375 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -36941.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37014.949219 Penalty: 1918.355835
	Iteration 5F: 3 clusters Score -37014.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37043.054688 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37043.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37073.609375 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37073.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37085.273438 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -37085.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37122.074219 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -37122.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37125.464844 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -37125.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37125.464844 Penalty: 1918.355835
	Iteration 11F: 3 clusters Score -37125.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 77 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 70461 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4420 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 49007 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 31719 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 65307 members 
Mstep: Class 18 contains 53688 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 16103 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 58827 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 72131 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7750 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 87893 members 
Mstep: Class 33 contains 36788 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3131 members 
Mstep: Class 36 contains 55831 members 
Mstep: Class 37 contains 16065 members 
Mstep: Class 38 contains 76905 members 
Mstep: Class 39 contains 90267 members 
Mstep: Class 40 contains 72892 members 
Entering Unmasked Estep 
Score: -127774696.000000 Penalty: 89804.523438
Splitting cluster 4 changes total score from -127777416.000000 to -127774696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -1019674.187500 Penalty: 1458.642578
	Iteration 0F: 2 clusters Score -1019674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1013871.750000 Penalty: 2917.285156
	Iteration 0F: 3 clusters Score -1013872 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1015669.000000 Penalty: 2917.285156
	Iteration 1F: 3 clusters Score -1015669 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1015870.437500 Penalty: 2917.285156
	Iteration 2F: 3 clusters Score -1015870 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1016053.187500 Penalty: 2917.285156
	Iteration 3Q: 3 clusters Score -1016053 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1016193.562500 Penalty: 2917.285156
	Iteration 4Q: 3 clusters Score -1016194 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1016320.250000 Penalty: 2917.285156
	Iteration 5Q: 3 clusters Score -1016320 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1016437.500000 Penalty: 2917.285156
	Iteration 6Q: 3 clusters Score -1016438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1016542.562500 Penalty: 2917.285156
	Iteration 7Q: 3 clusters Score -1016543 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1016646.875000 Penalty: 2917.285156
	Iteration 8Q: 3 clusters Score -1016647 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1016744.375000 Penalty: 2917.285156
	Iteration 9Q: 3 clusters Score -1016744 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1016847.875000 Penalty: 2917.285156
	Iteration 10Q: 3 clusters Score -1016848 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1016949.250000 Penalty: 2917.285156
	Iteration 11Q: 3 clusters Score -1016949 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1017073.562500 Penalty: 2917.285156
	Iteration 12Q: 3 clusters Score -1017074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1017201.500000 Penalty: 2917.285156
	Iteration 13Q: 3 clusters Score -1017202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1017312.312500 Penalty: 2917.285156
	Iteration 14Q: 3 clusters Score -1017312 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1017397.625000 Penalty: 2917.285156
	Iteration 15Q: 3 clusters Score -1017398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1017463.062500 Penalty: 2917.285156
	Iteration 16Q: 3 clusters Score -1017463 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1017518.500000 Penalty: 2917.285156
	Iteration 17Q: 3 clusters Score -1017518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1017569.687500 Penalty: 2917.285156
	Iteration 18Q: 3 clusters Score -1017570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1017624.062500 Penalty: 2917.285156
	Iteration 19Q: 3 clusters Score -1017624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1017686.000000 Penalty: 2917.285156
	Iteration 20F: 3 clusters Score -1017686 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1017744.375000 Penalty: 2917.285156
	Iteration 21Q: 3 clusters Score -1017744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1017801.312500 Penalty: 2917.285156
	Iteration 22Q: 3 clusters Score -1017801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1017847.687500 Penalty: 2917.285156
	Iteration 23Q: 3 clusters Score -1017848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1017900.000000 Penalty: 2917.285156
	Iteration 24Q: 3 clusters Score -1017900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1017967.312500 Penalty: 2917.285156
	Iteration 25Q: 3 clusters Score -1017967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1018027.500000 Penalty: 2917.285156
	Iteration 26Q: 3 clusters Score -1018028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1018087.000000 Penalty: 2917.285156
	Iteration 27Q: 3 clusters Score -1018087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1018134.937500 Penalty: 2917.285156
	Iteration 28Q: 3 clusters Score -1018135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1018183.062500 Penalty: 2917.285156
	Iteration 29Q: 3 clusters Score -1018183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1018219.812500 Penalty: 2917.285156
	Iteration 30Q: 3 clusters Score -1018220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1018254.187500 Penalty: 2917.285156
	Iteration 31Q: 3 clusters Score -1018254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1018278.687500 Penalty: 2917.285156
	Iteration 32Q: 3 clusters Score -1018279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1018304.062500 Penalty: 2917.285156
	Iteration 33Q: 3 clusters Score -1018304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1018331.250000 Penalty: 2917.285156
	Iteration 34Q: 3 clusters Score -1018331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1018351.000000 Penalty: 2917.285156
	Iteration 35Q: 3 clusters Score -1018351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1018364.812500 Penalty: 2917.285156
	Iteration 36Q: 3 clusters Score -1018365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1018373.000000 Penalty: 2917.285156
	Iteration 37Q: 3 clusters Score -1018373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1018375.125000 Penalty: 2917.285156
	Iteration 38Q: 3 clusters Score -1018375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1018377.437500 Penalty: 2917.285156
	Iteration 39Q: 3 clusters Score -1018377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1018383.562500 Penalty: 2917.285156
	Iteration 40F: 3 clusters Score -1018384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1018390.000000 Penalty: 2917.285156
	Iteration 41Q: 3 clusters Score -1018390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1018399.125000 Penalty: 2917.285156
	Iteration 42Q: 3 clusters Score -1018399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1018402.562500 Penalty: 2917.285156
	Iteration 43Q: 3 clusters Score -1018403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1018409.500000 Penalty: 2917.285156
	Iteration 44Q: 3 clusters Score -1018410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1018414.250000 Penalty: 2917.285156
	Iteration 45Q: 3 clusters Score -1018414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1018419.687500 Penalty: 2917.285156
	Iteration 46Q: 3 clusters Score -1018420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1018424.375000 Penalty: 2917.285156
	Iteration 47Q: 3 clusters Score -1018424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1018428.312500 Penalty: 2917.285156
	Iteration 48Q: 3 clusters Score -1018428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1018430.812500 Penalty: 2917.285156
	Iteration 49Q: 3 clusters Score -1018431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1018432.375000 Penalty: 2917.285156
	Iteration 50Q: 3 clusters Score -1018432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1018432.375000 Penalty: 2917.285156
	Iteration 51Q: 3 clusters Score -1018432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1018434.187500 Penalty: 2917.285156
	Iteration 52Q: 3 clusters Score -1018434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1018434.625000 Penalty: 2917.285156
	Iteration 53Q: 3 clusters Score -1018435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1018434.625000 Penalty: 2917.285156
	Iteration 54F: 3 clusters Score -1018435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Entering Unmasked Estep 
Score: -8982112.000000 Penalty: 1813.957397
	Iteration 0F: 2 clusters Score -8982112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -8935197.000000 Penalty: 3627.914795
	Iteration 0F: 3 clusters Score -8935197 nChanged 33419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -8954731.000000 Penalty: 3627.914795
	Iteration 1F: 3 clusters Score -8954731 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -8955704.000000 Penalty: 3627.914795
	Iteration 2Q: 3 clusters Score -8955704 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -8957110.000000 Penalty: 3627.914795
	Iteration 3Q: 3 clusters Score -8957110 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -8959290.000000 Penalty: 3627.914795
	Iteration 4F: 3 clusters Score -8959290 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -8962895.000000 Penalty: 3627.914795
	Iteration 5F: 3 clusters Score -8962895 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -8967609.000000 Penalty: 3627.914795
	Iteration 6F: 3 clusters Score -8967609 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -8972141.000000 Penalty: 3627.914795
	Iteration 7F: 3 clusters Score -8972141 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8975819.000000 Penalty: 3627.914795
	Iteration 8F: 3 clusters Score -8975819 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8978270.000000 Penalty: 3627.914795
	Iteration 9Q: 3 clusters Score -8978270 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8979551.000000 Penalty: 3627.914795
	Iteration 10Q: 3 clusters Score -8979551 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8980220.000000 Penalty: 3627.914795
	Iteration 11Q: 3 clusters Score -8980220 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8980546.000000 Penalty: 3627.914795
	Iteration 12Q: 3 clusters Score -8980546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8980718.000000 Penalty: 3627.914795
	Iteration 13Q: 3 clusters Score -8980718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8980815.000000 Penalty: 3627.914795
	Iteration 14Q: 3 clusters Score -8980815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8980904.000000 Penalty: 3627.914795
	Iteration 15Q: 3 clusters Score -8980904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8980990.000000 Penalty: 3627.914795
	Iteration 16Q: 3 clusters Score -8980990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8981052.000000 Penalty: 3627.914795
	Iteration 17Q: 3 clusters Score -8981052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8981067.000000 Penalty: 3627.914795
	Iteration 18Q: 3 clusters Score -8981067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8981109.000000 Penalty: 3627.914795
	Iteration 19Q: 3 clusters Score -8981109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8981145.000000 Penalty: 3627.914795
	Iteration 20F: 3 clusters Score -8981145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8981160.000000 Penalty: 3627.914795
	Iteration 21Q: 3 clusters Score -8981160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8981173.000000 Penalty: 3627.914795
	Iteration 22Q: 3 clusters Score -8981173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8981176.000000 Penalty: 3627.914795
	Iteration 23Q: 3 clusters Score -8981176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8981190.000000 Penalty: 3627.914795
	Iteration 24Q: 3 clusters Score -8981190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8981199.000000 Penalty: 3627.914795
	Iteration 25Q: 3 clusters Score -8981199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8981195.000000 Penalty: 3627.914795
	Iteration 26Q: 3 clusters Score -8981195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8981200.000000 Penalty: 3627.914795
	Iteration 27Q: 3 clusters Score -8981200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8981202.000000 Penalty: 3627.914795
	Iteration 28Q: 3 clusters Score -8981202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8981216.000000 Penalty: 3627.914795
	Iteration 29Q: 3 clusters Score -8981216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8981220.000000 Penalty: 3627.914795
	Iteration 30Q: 3 clusters Score -8981220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8981217.000000 Penalty: 3627.914795
	Iteration 31Q: 3 clusters Score -8981217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8981223.000000 Penalty: 3627.914795
	Iteration 32Q: 3 clusters Score -8981223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8981222.000000 Penalty: 3627.914795
	Iteration 33Q: 3 clusters Score -8981222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8981232.000000 Penalty: 3627.914795
	Iteration 34Q: 3 clusters Score -8981232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8981245.000000 Penalty: 3627.914795
	Iteration 35Q: 3 clusters Score -8981245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8981243.000000 Penalty: 3627.914795
	Iteration 36Q: 3 clusters Score -8981243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8981243.000000 Penalty: 3627.914795
	Iteration 37Q: 3 clusters Score -8981243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8981243.000000 Penalty: 3627.914795
	Iteration 38F: 3 clusters Score -8981243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Entering Unmasked Estep 
Score: -850792.000000 Penalty: 1432.232056
	Iteration 0F: 2 clusters Score -850792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -845802.687500 Penalty: 2864.464111
	Iteration 0F: 3 clusters Score -845802.7 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -847309.437500 Penalty: 2864.464111
	Iteration 1F: 3 clusters Score -847309.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -847576.312500 Penalty: 2864.464111
	Iteration 2F: 3 clusters Score -847576.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -847810.687500 Penalty: 2864.464111
	Iteration 3F: 3 clusters Score -847810.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -848014.750000 Penalty: 2864.464111
	Iteration 4F: 3 clusters Score -848014.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -848205.250000 Penalty: 2864.464111
	Iteration 5Q: 3 clusters Score -848205.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -848382.812500 Penalty: 2864.464111
	Iteration 6Q: 3 clusters Score -848382.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -848511.687500 Penalty: 2864.464111
	Iteration 7Q: 3 clusters Score -848511.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -848611.562500 Penalty: 2864.464111
	Iteration 8Q: 3 clusters Score -848611.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -848687.812500 Penalty: 2864.464111
	Iteration 9Q: 3 clusters Score -848687.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -848751.375000 Penalty: 2864.464111
	Iteration 10Q: 3 clusters Score -848751.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -848805.812500 Penalty: 2864.464111
	Iteration 11Q: 3 clusters Score -848805.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -848847.000000 Penalty: 2864.464111
	Iteration 12Q: 3 clusters Score -848847 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -848881.187500 Penalty: 2864.464111
	Iteration 13Q: 3 clusters Score -848881.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -848911.687500 Penalty: 2864.464111
	Iteration 14Q: 3 clusters Score -848911.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -848939.000000 Penalty: 2864.464111
	Iteration 15Q: 3 clusters Score -848939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -848965.250000 Penalty: 2864.464111
	Iteration 16Q: 3 clusters Score -848965.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -848988.875000 Penalty: 2864.464111
	Iteration 17Q: 3 clusters Score -848988.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -849008.812500 Penalty: 2864.464111
	Iteration 18Q: 3 clusters Score -849008.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -849024.625000 Penalty: 2864.464111
	Iteration 19Q: 3 clusters Score -849024.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -849043.500000 Penalty: 2864.464111
	Iteration 20F: 3 clusters Score -849043.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -849067.375000 Penalty: 2864.464111
	Iteration 21Q: 3 clusters Score -849067.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -849084.875000 Penalty: 2864.464111
	Iteration 22Q: 3 clusters Score -849084.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -849107.562500 Penalty: 2864.464111
	Iteration 23Q: 3 clusters Score -849107.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -849131.500000 Penalty: 2864.464111
	Iteration 24Q: 3 clusters Score -849131.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -849149.062500 Penalty: 2864.464111
	Iteration 25Q: 3 clusters Score -849149.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -849177.937500 Penalty: 2864.464111
	Iteration 26Q: 3 clusters Score -849177.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -849193.437500 Penalty: 2864.464111
	Iteration 27Q: 3 clusters Score -849193.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -849208.812500 Penalty: 2864.464111
	Iteration 28Q: 3 clusters Score -849208.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -849221.125000 Penalty: 2864.464111
	Iteration 29Q: 3 clusters Score -849221.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -849229.062500 Penalty: 2864.464111
	Iteration 30Q: 3 clusters Score -849229.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -849239.187500 Penalty: 2864.464111
	Iteration 31Q: 3 clusters Score -849239.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -849253.312500 Penalty: 2864.464111
	Iteration 32Q: 3 clusters Score -849253.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -849265.875000 Penalty: 2864.464111
	Iteration 33Q: 3 clusters Score -849265.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -849277.375000 Penalty: 2864.464111
	Iteration 34Q: 3 clusters Score -849277.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -849291.000000 Penalty: 2864.464111
	Iteration 35Q: 3 clusters Score -849291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -849300.875000 Penalty: 2864.464111
	Iteration 36Q: 3 clusters Score -849300.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -849308.437500 Penalty: 2864.464111
	Iteration 37Q: 3 clusters Score -849308.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -849318.250000 Penalty: 2864.464111
	Iteration 38Q: 3 clusters Score -849318.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -849323.875000 Penalty: 2864.464111
	Iteration 39Q: 3 clusters Score -849323.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -849330.812500 Penalty: 2864.464111
	Iteration 40F: 3 clusters Score -849330.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -849337.375000 Penalty: 2864.464111
	Iteration 41Q: 3 clusters Score -849337.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -849340.875000 Penalty: 2864.464111
	Iteration 42Q: 3 clusters Score -849340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -849344.500000 Penalty: 2864.464111
	Iteration 43Q: 3 clusters Score -849344.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -849349.437500 Penalty: 2864.464111
	Iteration 44Q: 3 clusters Score -849349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -849349.000000 Penalty: 2864.464111
	Iteration 45Q: 3 clusters Score -849349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -849350.125000 Penalty: 2864.464111
	Iteration 46Q: 3 clusters Score -849350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -849352.500000 Penalty: 2864.464111
	Iteration 47Q: 3 clusters Score -849352.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -849355.250000 Penalty: 2864.464111
	Iteration 48Q: 3 clusters Score -849355.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -849356.625000 Penalty: 2864.464111
	Iteration 49Q: 3 clusters Score -849356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -849357.125000 Penalty: 2864.464111
	Iteration 50Q: 3 clusters Score -849357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -849360.312500 Penalty: 2864.464111
	Iteration 51Q: 3 clusters Score -849360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -849360.875000 Penalty: 2864.464111
	Iteration 52Q: 3 clusters Score -849360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -849362.875000 Penalty: 2864.464111
	Iteration 53Q: 3 clusters Score -849362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -849364.312500 Penalty: 2864.464111
	Iteration 54Q: 3 clusters Score -849364.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -849362.125000 Penalty: 2864.464111
	Iteration 55Q: 3 clusters Score -849362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -849366.187500 Penalty: 2864.464111
	Iteration 56Q: 3 clusters Score -849366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -849368.062500 Penalty: 2864.464111
	Iteration 57Q: 3 clusters Score -849368.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -849368.625000 Penalty: 2864.464111
	Iteration 58Q: 3 clusters Score -849368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -849369.937500 Penalty: 2864.464111
	Iteration 59Q: 3 clusters Score -849369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -849371.187500 Penalty: 2864.464111
	Iteration 60F: 3 clusters Score -849371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -849372.375000 Penalty: 2864.464111
	Iteration 61Q: 3 clusters Score -849372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -849372.812500 Penalty: 2864.464111
	Iteration 62Q: 3 clusters Score -849372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -849373.062500 Penalty: 2864.464111
	Iteration 63Q: 3 clusters Score -849373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -849373.375000 Penalty: 2864.464111
	Iteration 64Q: 3 clusters Score -849373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -849375.500000 Penalty: 2864.464111
	Iteration 65Q: 3 clusters Score -849375.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -849373.750000 Penalty: 2864.464111
	Iteration 66Q: 3 clusters Score -849373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -849374.937500 Penalty: 2864.464111
	Iteration 67Q: 3 clusters Score -849374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -849374.312500 Penalty: 2864.464111
	Iteration 68Q: 3 clusters Score -849374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -849376.937500 Penalty: 2864.464111
	Iteration 69Q: 3 clusters Score -849376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -849376.875000 Penalty: 2864.464111
	Iteration 70Q: 3 clusters Score -849376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -849378.437500 Penalty: 2864.464111
	Iteration 71Q: 3 clusters Score -849378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -849378.000000 Penalty: 2864.464111
	Iteration 72Q: 3 clusters Score -849378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -849376.937500 Penalty: 2864.464111
	Iteration 73Q: 3 clusters Score -849376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -849379.500000 Penalty: 2864.464111
	Iteration 74Q: 3 clusters Score -849379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -849379.812500 Penalty: 2864.464111
	Iteration 75Q: 3 clusters Score -849379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -849380.000000 Penalty: 2864.464111
	Iteration 76Q: 3 clusters Score -849380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -849381.312500 Penalty: 2864.464111
	Iteration 77Q: 3 clusters Score -849381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -849380.937500 Penalty: 2864.464111
	Iteration 78Q: 3 clusters Score -849380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -849381.750000 Penalty: 2864.464111
	Iteration 79Q: 3 clusters Score -849381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -849383.750000 Penalty: 2864.464111
	Iteration 80F: 3 clusters Score -849383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -849383.937500 Penalty: 2864.464111
	Iteration 81Q: 3 clusters Score -849383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -849384.625000 Penalty: 2864.464111
	Iteration 82Q: 3 clusters Score -849384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -849385.000000 Penalty: 2864.464111
	Iteration 83Q: 3 clusters Score -849385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -849384.062500 Penalty: 2864.464111
	Iteration 84Q: 3 clusters Score -849384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -849383.562500 Penalty: 2864.464111
	Iteration 85Q: 3 clusters Score -849383.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -849383.562500 Penalty: 2864.464111
	Iteration 86F: 3 clusters Score -849383.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Entering Unmasked Estep 
Score: -1508174.750000 Penalty: 1536.184570
	Iteration 0F: 2 clusters Score -1508175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1499237.125000 Penalty: 3072.369141
	Iteration 0F: 3 clusters Score -1499237 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1502534.500000 Penalty: 3072.369141
	Iteration 1F: 3 clusters Score -1502534 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1503304.125000 Penalty: 3072.369141
	Iteration 2F: 3 clusters Score -1503304 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1504190.000000 Penalty: 3072.369141
	Iteration 3F: 3 clusters Score -1504190 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1504942.125000 Penalty: 3072.369141
	Iteration 4F: 3 clusters Score -1504942 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1505514.000000 Penalty: 3072.369141
	Iteration 5F: 3 clusters Score -1505514 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1505891.000000 Penalty: 3072.369141
	Iteration 6F: 3 clusters Score -1505891 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1506116.875000 Penalty: 3072.369141
	Iteration 7Q: 3 clusters Score -1506117 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1506263.500000 Penalty: 3072.369141
	Iteration 8Q: 3 clusters Score -1506264 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1506379.750000 Penalty: 3072.369141
	Iteration 9Q: 3 clusters Score -1506380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1506477.875000 Penalty: 3072.369141
	Iteration 10Q: 3 clusters Score -1506478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1506587.125000 Penalty: 3072.369141
	Iteration 11Q: 3 clusters Score -1506587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1506701.375000 Penalty: 3072.369141
	Iteration 12Q: 3 clusters Score -1506701 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1506835.375000 Penalty: 3072.369141
	Iteration 13Q: 3 clusters Score -1506835 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1506979.500000 Penalty: 3072.369141
	Iteration 14Q: 3 clusters Score -1506980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1507108.875000 Penalty: 3072.369141
	Iteration 15Q: 3 clusters Score -1507109 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1507247.500000 Penalty: 3072.369141
	Iteration 16Q: 3 clusters Score -1507248 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1507374.625000 Penalty: 3072.369141
	Iteration 17Q: 3 clusters Score -1507375 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1507505.750000 Penalty: 3072.369141
	Iteration 18Q: 3 clusters Score -1507506 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1507601.875000 Penalty: 3072.369141
	Iteration 19Q: 3 clusters Score -1507602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1507685.750000 Penalty: 3072.369141
	Iteration 20F: 3 clusters Score -1507686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1507738.625000 Penalty: 3072.369141
	Iteration 21Q: 3 clusters Score -1507739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1507791.625000 Penalty: 3072.369141
	Iteration 22Q: 3 clusters Score -1507792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1507825.250000 Penalty: 3072.369141
	Iteration 23Q: 3 clusters Score -1507825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1507844.500000 Penalty: 3072.369141
	Iteration 24Q: 3 clusters Score -1507844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1507863.750000 Penalty: 3072.369141
	Iteration 25Q: 3 clusters Score -1507864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1507870.000000 Penalty: 3072.369141
	Iteration 26Q: 3 clusters Score -1507870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1507878.500000 Penalty: 3072.369141
	Iteration 27Q: 3 clusters Score -1507878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1507883.125000 Penalty: 3072.369141
	Iteration 28Q: 3 clusters Score -1507883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1507889.375000 Penalty: 3072.369141
	Iteration 29Q: 3 clusters Score -1507889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1507893.625000 Penalty: 3072.369141
	Iteration 30Q: 3 clusters Score -1507894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1507894.625000 Penalty: 3072.369141
	Iteration 31Q: 3 clusters Score -1507895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1507897.375000 Penalty: 3072.369141
	Iteration 32Q: 3 clusters Score -1507897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1507902.125000 Penalty: 3072.369141
	Iteration 33Q: 3 clusters Score -1507902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1507901.750000 Penalty: 3072.369141
	Iteration 34Q: 3 clusters Score -1507902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1507902.375000 Penalty: 3072.369141
	Iteration 35Q: 3 clusters Score -1507902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1507903.250000 Penalty: 3072.369141
	Iteration 36Q: 3 clusters Score -1507903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1507903.250000 Penalty: 3072.369141
	Iteration 37F: 3 clusters Score -1507903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -346191.593750 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -346191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -343636.406250 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -343636.4 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -344207.343750 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -344207.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -344331.437500 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -344331.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -344401.906250 Penalty: 2571.656494
	Iteration 3Q: 3 clusters Score -344401.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -344456.875000 Penalty: 2571.656494
	Iteration 4Q: 3 clusters Score -344456.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -344508.031250 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -344508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -344562.437500 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -344562.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -344610.593750 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -344610.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -344659.593750 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -344659.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -344710.406250 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -344710.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -344760.000000 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -344760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -344797.593750 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -344797.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -344832.406250 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -344832.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -344860.937500 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -344860.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -344878.031250 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -344878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -344897.093750 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -344897.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -344911.000000 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -344911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -344919.062500 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -344919.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -344925.343750 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -344925.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -344929.937500 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -344929.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -344936.218750 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -344936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -344942.468750 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -344942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -344948.406250 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -344948.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -344951.062500 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -344951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -344951.593750 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -344951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -344952.687500 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -344952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -344953.781250 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -344953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -344955.250000 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -344955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -344957.687500 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -344957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -344960.500000 Penalty: 2571.656494
	Iteration 29Q: 3 clusters Score -344960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -344963.093750 Penalty: 2571.656494
	Iteration 30Q: 3 clusters Score -344963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -344964.250000 Penalty: 2571.656494
	Iteration 31Q: 3 clusters Score -344964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -344965.250000 Penalty: 2571.656494
	Iteration 32Q: 3 clusters Score -344965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -344967.843750 Penalty: 2571.656494
	Iteration 33Q: 3 clusters Score -344967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -344968.187500 Penalty: 2571.656494
	Iteration 34Q: 3 clusters Score -344968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -344968.687500 Penalty: 2571.656494
	Iteration 35Q: 3 clusters Score -344968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -344968.843750 Penalty: 2571.656494
	Iteration 36Q: 3 clusters Score -344968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -344970.656250 Penalty: 2571.656494
	Iteration 37Q: 3 clusters Score -344970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -344971.375000 Penalty: 2571.656494
	Iteration 38Q: 3 clusters Score -344971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -344971.375000 Penalty: 2571.656494
	Iteration 39F: 3 clusters Score -344971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -572587.812500 Penalty: 1364.007935
	Iteration 0F: 2 clusters Score -572587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -568981.062500 Penalty: 2728.015869
	Iteration 0F: 3 clusters Score -568981.1 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -569991.562500 Penalty: 2728.015869
	Iteration 1F: 3 clusters Score -569991.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -570200.750000 Penalty: 2728.015869
	Iteration 2F: 3 clusters Score -570200.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -570368.125000 Penalty: 2728.015869
	Iteration 3F: 3 clusters Score -570368.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -570505.500000 Penalty: 2728.015869
	Iteration 4F: 3 clusters Score -570505.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -570631.000000 Penalty: 2728.015869
	Iteration 5Q: 3 clusters Score -570631 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -570752.375000 Penalty: 2728.015869
	Iteration 6Q: 3 clusters Score -570752.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -570890.375000 Penalty: 2728.015869
	Iteration 7Q: 3 clusters Score -570890.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -571026.687500 Penalty: 2728.015869
	Iteration 8Q: 3 clusters Score -571026.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -571156.500000 Penalty: 2728.015869
	Iteration 9Q: 3 clusters Score -571156.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -571290.687500 Penalty: 2728.015869
	Iteration 10Q: 3 clusters Score -571290.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -571393.625000 Penalty: 2728.015869
	Iteration 11Q: 3 clusters Score -571393.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -571450.062500 Penalty: 2728.015869
	Iteration 12Q: 3 clusters Score -571450.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -571486.500000 Penalty: 2728.015869
	Iteration 13Q: 3 clusters Score -571486.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -571526.500000 Penalty: 2728.015869
	Iteration 14Q: 3 clusters Score -571526.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -571562.500000 Penalty: 2728.015869
	Iteration 15Q: 3 clusters Score -571562.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -571594.687500 Penalty: 2728.015869
	Iteration 16Q: 3 clusters Score -571594.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -571611.000000 Penalty: 2728.015869
	Iteration 17Q: 3 clusters Score -571611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -571617.125000 Penalty: 2728.015869
	Iteration 18Q: 3 clusters Score -571617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -571620.437500 Penalty: 2728.015869
	Iteration 19Q: 3 clusters Score -571620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -571621.250000 Penalty: 2728.015869
	Iteration 20F: 3 clusters Score -571621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -571628.125000 Penalty: 2728.015869
	Iteration 21Q: 3 clusters Score -571628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -571635.875000 Penalty: 2728.015869
	Iteration 22Q: 3 clusters Score -571635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -571640.937500 Penalty: 2728.015869
	Iteration 23Q: 3 clusters Score -571640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -571642.750000 Penalty: 2728.015869
	Iteration 24Q: 3 clusters Score -571642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -571645.937500 Penalty: 2728.015869
	Iteration 25Q: 3 clusters Score -571645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -571647.187500 Penalty: 2728.015869
	Iteration 26Q: 3 clusters Score -571647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -571649.125000 Penalty: 2728.015869
	Iteration 27Q: 3 clusters Score -571649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -571650.437500 Penalty: 2728.015869
	Iteration 28Q: 3 clusters Score -571650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -571653.937500 Penalty: 2728.015869
	Iteration 29Q: 3 clusters Score -571653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -571654.687500 Penalty: 2728.015869
	Iteration 30Q: 3 clusters Score -571654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -571655.062500 Penalty: 2728.015869
	Iteration 31Q: 3 clusters Score -571655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -571657.125000 Penalty: 2728.015869
	Iteration 32Q: 3 clusters Score -571657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -571659.312500 Penalty: 2728.015869
	Iteration 33Q: 3 clusters Score -571659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -571660.500000 Penalty: 2728.015869
	Iteration 34Q: 3 clusters Score -571660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -571660.500000 Penalty: 2728.015869
	Iteration 35F: 3 clusters Score -571660.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Entering Unmasked Estep 
Score: -6149867.500000 Penalty: 1754.954346
	Iteration 0F: 2 clusters Score -6149868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6117180.000000 Penalty: 3509.908691
	Iteration 0F: 3 clusters Score -6117180 nChanged 22972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -6130226.000000 Penalty: 3509.908691
	Iteration 1F: 3 clusters Score -6130226 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -6130782.000000 Penalty: 3509.908691
	Iteration 2Q: 3 clusters Score -6130782 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -6131356.000000 Penalty: 3509.908691
	Iteration 3Q: 3 clusters Score -6131356 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6132010.500000 Penalty: 3509.908691
	Iteration 4Q: 3 clusters Score -6132010 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -6132645.000000 Penalty: 3509.908691
	Iteration 5Q: 3 clusters Score -6132645 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -6133363.000000 Penalty: 3509.908691
	Iteration 6Q: 3 clusters Score -6133363 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -6134182.000000 Penalty: 3509.908691
	Iteration 7Q: 3 clusters Score -6134182 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -6135030.500000 Penalty: 3509.908691
	Iteration 8Q: 3 clusters Score -6135030 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6135986.500000 Penalty: 3509.908691
	Iteration 9Q: 3 clusters Score -6135986 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -6137066.500000 Penalty: 3509.908691
	Iteration 10Q: 3 clusters Score -6137066 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -6138335.000000 Penalty: 3509.908691
	Iteration 11Q: 3 clusters Score -6138335 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -6139716.000000 Penalty: 3509.908691
	Iteration 12Q: 3 clusters Score -6139716 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -6141368.000000 Penalty: 3509.908691
	Iteration 13F: 3 clusters Score -6141368 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -6143263.000000 Penalty: 3509.908691
	Iteration 14F: 3 clusters Score -6143263 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6145033.000000 Penalty: 3509.908691
	Iteration 15Q: 3 clusters Score -6145033 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -6146461.500000 Penalty: 3509.908691
	Iteration 16Q: 3 clusters Score -6146462 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6147393.000000 Penalty: 3509.908691
	Iteration 17Q: 3 clusters Score -6147393 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -6147850.000000 Penalty: 3509.908691
	Iteration 18Q: 3 clusters Score -6147850 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -6148054.000000 Penalty: 3509.908691
	Iteration 19Q: 3 clusters Score -6148054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -6148185.000000 Penalty: 3509.908691
	Iteration 20F: 3 clusters Score -6148185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -6148248.000000 Penalty: 3509.908691
	Iteration 21Q: 3 clusters Score -6148248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -6148268.500000 Penalty: 3509.908691
	Iteration 22Q: 3 clusters Score -6148268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -6148278.500000 Penalty: 3509.908691
	Iteration 23Q: 3 clusters Score -6148278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -6148291.000000 Penalty: 3509.908691
	Iteration 24Q: 3 clusters Score -6148291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6148291.500000 Penalty: 3509.908691
	Iteration 25Q: 3 clusters Score -6148292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -6148295.000000 Penalty: 3509.908691
	Iteration 26Q: 3 clusters Score -6148295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6148294.000000 Penalty: 3509.908691
	Iteration 27Q: 3 clusters Score -6148294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6148294.000000 Penalty: 3509.908691
	Iteration 28F: 3 clusters Score -6148294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Entering Unmasked Estep 
Score: -1994748.250000 Penalty: 1568.440918
	Iteration 0F: 2 clusters Score -1994748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1983965.625000 Penalty: 3136.881836
	Iteration 0F: 3 clusters Score -1983966 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1987650.500000 Penalty: 3136.881836
	Iteration 1F: 3 clusters Score -1987650 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1987920.375000 Penalty: 3136.881836
	Iteration 2F: 3 clusters Score -1987920 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1988159.375000 Penalty: 3136.881836
	Iteration 3Q: 3 clusters Score -1988159 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1988425.125000 Penalty: 3136.881836
	Iteration 4Q: 3 clusters Score -1988425 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1988683.125000 Penalty: 3136.881836
	Iteration 5Q: 3 clusters Score -1988683 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1988925.000000 Penalty: 3136.881836
	Iteration 6Q: 3 clusters Score -1988925 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1989172.250000 Penalty: 3136.881836
	Iteration 7Q: 3 clusters Score -1989172 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1989415.000000 Penalty: 3136.881836
	Iteration 8Q: 3 clusters Score -1989415 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1989607.125000 Penalty: 3136.881836
	Iteration 9Q: 3 clusters Score -1989607 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1989815.125000 Penalty: 3136.881836
	Iteration 10Q: 3 clusters Score -1989815 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1989983.250000 Penalty: 3136.881836
	Iteration 11Q: 3 clusters Score -1989983 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1990125.000000 Penalty: 3136.881836
	Iteration 12Q: 3 clusters Score -1990125 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1990250.125000 Penalty: 3136.881836
	Iteration 13Q: 3 clusters Score -1990250 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1990360.000000 Penalty: 3136.881836
	Iteration 14Q: 3 clusters Score -1990360 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1990487.125000 Penalty: 3136.881836
	Iteration 15Q: 3 clusters Score -1990487 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1990606.500000 Penalty: 3136.881836
	Iteration 16Q: 3 clusters Score -1990606 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1990765.875000 Penalty: 3136.881836
	Iteration 17Q: 3 clusters Score -1990766 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1990923.125000 Penalty: 3136.881836
	Iteration 18Q: 3 clusters Score -1990923 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1991080.000000 Penalty: 3136.881836
	Iteration 19Q: 3 clusters Score -1991080 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1991206.750000 Penalty: 3136.881836
	Iteration 20F: 3 clusters Score -1991207 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1991318.625000 Penalty: 3136.881836
	Iteration 21Q: 3 clusters Score -1991319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1991425.875000 Penalty: 3136.881836
	Iteration 22Q: 3 clusters Score -1991426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1991518.250000 Penalty: 3136.881836
	Iteration 23Q: 3 clusters Score -1991518 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1991614.125000 Penalty: 3136.881836
	Iteration 24Q: 3 clusters Score -1991614 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1991707.500000 Penalty: 3136.881836
	Iteration 25Q: 3 clusters Score -1991708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1991784.500000 Penalty: 3136.881836
	Iteration 26Q: 3 clusters Score -1991784 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1991865.875000 Penalty: 3136.881836
	Iteration 27Q: 3 clusters Score -1991866 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1991950.125000 Penalty: 3136.881836
	Iteration 28Q: 3 clusters Score -1991950 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1992031.875000 Penalty: 3136.881836
	Iteration 29Q: 3 clusters Score -1992032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1992112.000000 Penalty: 3136.881836
	Iteration 30Q: 3 clusters Score -1992112 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1992196.000000 Penalty: 3136.881836
	Iteration 31Q: 3 clusters Score -1992196 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1992294.000000 Penalty: 3136.881836
	Iteration 32Q: 3 clusters Score -1992294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1992393.875000 Penalty: 3136.881836
	Iteration 33Q: 3 clusters Score -1992394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1992486.625000 Penalty: 3136.881836
	Iteration 34Q: 3 clusters Score -1992487 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1992579.500000 Penalty: 3136.881836
	Iteration 35Q: 3 clusters Score -1992580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1992677.500000 Penalty: 3136.881836
	Iteration 36Q: 3 clusters Score -1992678 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1992770.125000 Penalty: 3136.881836
	Iteration 37Q: 3 clusters Score -1992770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1992857.000000 Penalty: 3136.881836
	Iteration 38Q: 3 clusters Score -1992857 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1992926.250000 Penalty: 3136.881836
	Iteration 39Q: 3 clusters Score -1992926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1992978.000000 Penalty: 3136.881836
	Iteration 40F: 3 clusters Score -1992978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1993021.000000 Penalty: 3136.881836
	Iteration 41Q: 3 clusters Score -1993021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1993055.125000 Penalty: 3136.881836
	Iteration 42Q: 3 clusters Score -1993055 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1993094.000000 Penalty: 3136.881836
	Iteration 43Q: 3 clusters Score -1993094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1993133.125000 Penalty: 3136.881836
	Iteration 44Q: 3 clusters Score -1993133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1993156.500000 Penalty: 3136.881836
	Iteration 45Q: 3 clusters Score -1993156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1993181.250000 Penalty: 3136.881836
	Iteration 46Q: 3 clusters Score -1993181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1993201.750000 Penalty: 3136.881836
	Iteration 47Q: 3 clusters Score -1993202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1993225.750000 Penalty: 3136.881836
	Iteration 48Q: 3 clusters Score -1993226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1993246.750000 Penalty: 3136.881836
	Iteration 49Q: 3 clusters Score -1993247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1993266.625000 Penalty: 3136.881836
	Iteration 50Q: 3 clusters Score -1993267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1993288.750000 Penalty: 3136.881836
	Iteration 51Q: 3 clusters Score -1993289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1993308.875000 Penalty: 3136.881836
	Iteration 52Q: 3 clusters Score -1993309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1993320.000000 Penalty: 3136.881836
	Iteration 53Q: 3 clusters Score -1993320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1993326.250000 Penalty: 3136.881836
	Iteration 54Q: 3 clusters Score -1993326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1993335.500000 Penalty: 3136.881836
	Iteration 55Q: 3 clusters Score -1993336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1993340.750000 Penalty: 3136.881836
	Iteration 56Q: 3 clusters Score -1993341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1993341.625000 Penalty: 3136.881836
	Iteration 57Q: 3 clusters Score -1993342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1993348.875000 Penalty: 3136.881836
	Iteration 58Q: 3 clusters Score -1993349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1993351.250000 Penalty: 3136.881836
	Iteration 59Q: 3 clusters Score -1993351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1993357.375000 Penalty: 3136.881836
	Iteration 60F: 3 clusters Score -1993357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1993360.000000 Penalty: 3136.881836
	Iteration 61Q: 3 clusters Score -1993360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1993359.250000 Penalty: 3136.881836
	Iteration 62Q: 3 clusters Score -1993359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1993359.000000 Penalty: 3136.881836
	Iteration 63Q: 3 clusters Score -1993359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1993359.000000 Penalty: 3136.881836
	Iteration 64F: 3 clusters Score -1993359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -680719.812500 Penalty: 1402.836548
	Iteration 0F: 2 clusters Score -680719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -676323.250000 Penalty: 2805.673096
	Iteration 0F: 3 clusters Score -676323.2 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -677665.750000 Penalty: 2805.673096
	Iteration 1F: 3 clusters Score -677665.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -677918.125000 Penalty: 2805.673096
	Iteration 2F: 3 clusters Score -677918.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -678115.875000 Penalty: 2805.673096
	Iteration 3F: 3 clusters Score -678115.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -678261.062500 Penalty: 2805.673096
	Iteration 4Q: 3 clusters Score -678261.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -678419.000000 Penalty: 2805.673096
	Iteration 5Q: 3 clusters Score -678419 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -678558.812500 Penalty: 2805.673096
	Iteration 6Q: 3 clusters Score -678558.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -678691.000000 Penalty: 2805.673096
	Iteration 7Q: 3 clusters Score -678691 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -678806.437500 Penalty: 2805.673096
	Iteration 8Q: 3 clusters Score -678806.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -678915.875000 Penalty: 2805.673096
	Iteration 9Q: 3 clusters Score -678915.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -678995.375000 Penalty: 2805.673096
	Iteration 10Q: 3 clusters Score -678995.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -679067.000000 Penalty: 2805.673096
	Iteration 11Q: 3 clusters Score -679067 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -679131.687500 Penalty: 2805.673096
	Iteration 12Q: 3 clusters Score -679131.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -679182.937500 Penalty: 2805.673096
	Iteration 13Q: 3 clusters Score -679182.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -679221.250000 Penalty: 2805.673096
	Iteration 14Q: 3 clusters Score -679221.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -679251.812500 Penalty: 2805.673096
	Iteration 15Q: 3 clusters Score -679251.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -679273.000000 Penalty: 2805.673096
	Iteration 16Q: 3 clusters Score -679273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -679296.687500 Penalty: 2805.673096
	Iteration 17Q: 3 clusters Score -679296.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -679317.812500 Penalty: 2805.673096
	Iteration 18Q: 3 clusters Score -679317.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -679333.562500 Penalty: 2805.673096
	Iteration 19Q: 3 clusters Score -679333.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -679342.000000 Penalty: 2805.673096
	Iteration 20F: 3 clusters Score -679342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -679349.250000 Penalty: 2805.673096
	Iteration 21Q: 3 clusters Score -679349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -679353.500000 Penalty: 2805.673096
	Iteration 22Q: 3 clusters Score -679353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -679358.062500 Penalty: 2805.673096
	Iteration 23Q: 3 clusters Score -679358.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -679359.937500 Penalty: 2805.673096
	Iteration 24Q: 3 clusters Score -679359.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -679362.125000 Penalty: 2805.673096
	Iteration 25Q: 3 clusters Score -679362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -679364.000000 Penalty: 2805.673096
	Iteration 26Q: 3 clusters Score -679364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -679364.687500 Penalty: 2805.673096
	Iteration 27Q: 3 clusters Score -679364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -679366.625000 Penalty: 2805.673096
	Iteration 28Q: 3 clusters Score -679366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -679368.062500 Penalty: 2805.673096
	Iteration 29Q: 3 clusters Score -679368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -679368.937500 Penalty: 2805.673096
	Iteration 30Q: 3 clusters Score -679368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -679369.437500 Penalty: 2805.673096
	Iteration 31Q: 3 clusters Score -679369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -679369.437500 Penalty: 2805.673096
	Iteration 32F: 3 clusters Score -679369.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Entering Unmasked Estep 
Score: -4233664.500000 Penalty: 1684.259033
	Iteration 0F: 2 clusters Score -4233664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4212462.500000 Penalty: 3368.518066
	Iteration 0F: 3 clusters Score -4212462 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4220543.500000 Penalty: 3368.518066
	Iteration 1F: 3 clusters Score -4220544 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4220944.000000 Penalty: 3368.518066
	Iteration 2Q: 3 clusters Score -4220944 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4221343.500000 Penalty: 3368.518066
	Iteration 3Q: 3 clusters Score -4221344 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4221807.500000 Penalty: 3368.518066
	Iteration 4Q: 3 clusters Score -4221808 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4222505.500000 Penalty: 3368.518066
	Iteration 5Q: 3 clusters Score -4222506 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4223441.000000 Penalty: 3368.518066
	Iteration 6F: 3 clusters Score -4223441 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4224880.500000 Penalty: 3368.518066
	Iteration 7F: 3 clusters Score -4224880 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4226724.500000 Penalty: 3368.518066
	Iteration 8F: 3 clusters Score -4226724 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4228782.500000 Penalty: 3368.518066
	Iteration 9F: 3 clusters Score -4228782 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4230491.500000 Penalty: 3368.518066
	Iteration 10F: 3 clusters Score -4230492 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4231469.000000 Penalty: 3368.518066
	Iteration 11Q: 3 clusters Score -4231469 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4231856.500000 Penalty: 3368.518066
	Iteration 12Q: 3 clusters Score -4231856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4232027.000000 Penalty: 3368.518066
	Iteration 13Q: 3 clusters Score -4232027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4232093.500000 Penalty: 3368.518066
	Iteration 14Q: 3 clusters Score -4232094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4232144.500000 Penalty: 3368.518066
	Iteration 15Q: 3 clusters Score -4232144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4232183.500000 Penalty: 3368.518066
	Iteration 16Q: 3 clusters Score -4232184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4232191.000000 Penalty: 3368.518066
	Iteration 17Q: 3 clusters Score -4232191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4232196.500000 Penalty: 3368.518066
	Iteration 18Q: 3 clusters Score -4232196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4232201.500000 Penalty: 3368.518066
	Iteration 19Q: 3 clusters Score -4232202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4232205.500000 Penalty: 3368.518066
	Iteration 20F: 3 clusters Score -4232206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4232203.500000 Penalty: 3368.518066
	Iteration 21Q: 3 clusters Score -4232204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4232203.500000 Penalty: 3368.518066
	Iteration 22F: 3 clusters Score -4232204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -790100.187500 Penalty: 1421.651123
	Iteration 0F: 2 clusters Score -790100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -785310.437500 Penalty: 2843.302246
	Iteration 0F: 3 clusters Score -785310.4 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -786700.062500 Penalty: 2843.302246
	Iteration 1F: 3 clusters Score -786700.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -786883.187500 Penalty: 2843.302246
	Iteration 2F: 3 clusters Score -786883.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -787011.812500 Penalty: 2843.302246
	Iteration 3F: 3 clusters Score -787011.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -787118.312500 Penalty: 2843.302246
	Iteration 4Q: 3 clusters Score -787118.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -787242.062500 Penalty: 2843.302246
	Iteration 5Q: 3 clusters Score -787242.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -787392.437500 Penalty: 2843.302246
	Iteration 6Q: 3 clusters Score -787392.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -787556.000000 Penalty: 2843.302246
	Iteration 7Q: 3 clusters Score -787556 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -787722.375000 Penalty: 2843.302246
	Iteration 8Q: 3 clusters Score -787722.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -787898.187500 Penalty: 2843.302246
	Iteration 9Q: 3 clusters Score -787898.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -788139.375000 Penalty: 2843.302246
	Iteration 10Q: 3 clusters Score -788139.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -788431.125000 Penalty: 2843.302246
	Iteration 11Q: 3 clusters Score -788431.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -788680.812500 Penalty: 2843.302246
	Iteration 12Q: 3 clusters Score -788680.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -788932.625000 Penalty: 2843.302246
	Iteration 13Q: 3 clusters Score -788932.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -789178.437500 Penalty: 2843.302246
	Iteration 14Q: 3 clusters Score -789178.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -789418.250000 Penalty: 2843.302246
	Iteration 15Q: 3 clusters Score -789418.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -789603.500000 Penalty: 2843.302246
	Iteration 16Q: 3 clusters Score -789603.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -789701.437500 Penalty: 2843.302246
	Iteration 17Q: 3 clusters Score -789701.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -789756.562500 Penalty: 2843.302246
	Iteration 18Q: 3 clusters Score -789756.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -789788.500000 Penalty: 2843.302246
	Iteration 19Q: 3 clusters Score -789788.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -789805.437500 Penalty: 2843.302246
	Iteration 20F: 3 clusters Score -789805.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -789817.312500 Penalty: 2843.302246
	Iteration 21Q: 3 clusters Score -789817.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -789821.875000 Penalty: 2843.302246
	Iteration 22Q: 3 clusters Score -789821.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -789829.500000 Penalty: 2843.302246
	Iteration 23Q: 3 clusters Score -789829.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -789832.875000 Penalty: 2843.302246
	Iteration 24Q: 3 clusters Score -789832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -789832.875000 Penalty: 2843.302246
	Iteration 25Q: 3 clusters Score -789832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -789834.937500 Penalty: 2843.302246
	Iteration 26Q: 3 clusters Score -789834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -789834.250000 Penalty: 2843.302246
	Iteration 27Q: 3 clusters Score -789834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -789835.750000 Penalty: 2843.302246
	Iteration 28Q: 3 clusters Score -789835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -789835.500000 Penalty: 2843.302246
	Iteration 29Q: 3 clusters Score -789835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -789836.187500 Penalty: 2843.302246
	Iteration 30Q: 3 clusters Score -789836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -789837.750000 Penalty: 2843.302246
	Iteration 31Q: 3 clusters Score -789837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -789837.812500 Penalty: 2843.302246
	Iteration 32Q: 3 clusters Score -789837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -789839.687500 Penalty: 2843.302246
	Iteration 33Q: 3 clusters Score -789839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -789839.437500 Penalty: 2843.302246
	Iteration 34Q: 3 clusters Score -789839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -789839.437500 Penalty: 2843.302246
	Iteration 35F: 3 clusters Score -789839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Entering Unmasked Estep 
Score: -8669281.000000 Penalty: 1801.613892
	Iteration 0F: 2 clusters Score -8669281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -8626251.000000 Penalty: 3603.227783
	Iteration 0F: 3 clusters Score -8626251 nChanged 30921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -8643901.000000 Penalty: 3603.227783
	Iteration 1F: 3 clusters Score -8643901 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -8644364.000000 Penalty: 3603.227783
	Iteration 2Q: 3 clusters Score -8644364 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -8644911.000000 Penalty: 3603.227783
	Iteration 3Q: 3 clusters Score -8644911 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -8645446.000000 Penalty: 3603.227783
	Iteration 4Q: 3 clusters Score -8645446 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8646214.000000 Penalty: 3603.227783
	Iteration 5Q: 3 clusters Score -8646214 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -8647224.000000 Penalty: 3603.227783
	Iteration 6Q: 3 clusters Score -8647224 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -8648694.000000 Penalty: 3603.227783
	Iteration 7Q: 3 clusters Score -8648694 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8650876.000000 Penalty: 3603.227783
	Iteration 8F: 3 clusters Score -8650876 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -8653777.000000 Penalty: 3603.227783
	Iteration 9F: 3 clusters Score -8653777 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -8657018.000000 Penalty: 3603.227783
	Iteration 10F: 3 clusters Score -8657018 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -8659749.000000 Penalty: 3603.227783
	Iteration 11F: 3 clusters Score -8659749 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -8661409.000000 Penalty: 3603.227783
	Iteration 12Q: 3 clusters Score -8661409 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -8662319.000000 Penalty: 3603.227783
	Iteration 13Q: 3 clusters Score -8662319 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8663096.000000 Penalty: 3603.227783
	Iteration 14Q: 3 clusters Score -8663096 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -8663833.000000 Penalty: 3603.227783
	Iteration 15Q: 3 clusters Score -8663833 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -8664450.000000 Penalty: 3603.227783
	Iteration 16Q: 3 clusters Score -8664450 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8665007.000000 Penalty: 3603.227783
	Iteration 17Q: 3 clusters Score -8665007 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8665548.000000 Penalty: 3603.227783
	Iteration 18Q: 3 clusters Score -8665548 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8665937.000000 Penalty: 3603.227783
	Iteration 19Q: 3 clusters Score -8665937 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8666303.000000 Penalty: 3603.227783
	Iteration 20F: 3 clusters Score -8666303 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8666585.000000 Penalty: 3603.227783
	Iteration 21Q: 3 clusters Score -8666585 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8666823.000000 Penalty: 3603.227783
	Iteration 22Q: 3 clusters Score -8666823 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8666985.000000 Penalty: 3603.227783
	Iteration 23Q: 3 clusters Score -8666985 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8667143.000000 Penalty: 3603.227783
	Iteration 24Q: 3 clusters Score -8667143 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8667291.000000 Penalty: 3603.227783
	Iteration 25Q: 3 clusters Score -8667291 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8667400.000000 Penalty: 3603.227783
	Iteration 26Q: 3 clusters Score -8667400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8667488.000000 Penalty: 3603.227783
	Iteration 27Q: 3 clusters Score -8667488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8667517.000000 Penalty: 3603.227783
	Iteration 28Q: 3 clusters Score -8667517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8667562.000000 Penalty: 3603.227783
	Iteration 29Q: 3 clusters Score -8667562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8667612.000000 Penalty: 3603.227783
	Iteration 30Q: 3 clusters Score -8667612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8667628.000000 Penalty: 3603.227783
	Iteration 31Q: 3 clusters Score -8667628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8667653.000000 Penalty: 3603.227783
	Iteration 32Q: 3 clusters Score -8667653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8667669.000000 Penalty: 3603.227783
	Iteration 33Q: 3 clusters Score -8667669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8667687.000000 Penalty: 3603.227783
	Iteration 34Q: 3 clusters Score -8667687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8667709.000000 Penalty: 3603.227783
	Iteration 35Q: 3 clusters Score -8667709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8667719.000000 Penalty: 3603.227783
	Iteration 36Q: 3 clusters Score -8667719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8667715.000000 Penalty: 3603.227783
	Iteration 37Q: 3 clusters Score -8667715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8667714.000000 Penalty: 3603.227783
	Iteration 38Q: 3 clusters Score -8667714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8667722.000000 Penalty: 3603.227783
	Iteration 39Q: 3 clusters Score -8667722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8667721.000000 Penalty: 3603.227783
	Iteration 40F: 3 clusters Score -8667721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8667718.000000 Penalty: 3603.227783
	Iteration 41Q: 3 clusters Score -8667718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8667718.000000 Penalty: 3603.227783
	Iteration 42Q: 3 clusters Score -8667718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8667723.000000 Penalty: 3603.227783
	Iteration 43Q: 3 clusters Score -8667723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8667720.000000 Penalty: 3603.227783
	Iteration 44Q: 3 clusters Score -8667720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8667740.000000 Penalty: 3603.227783
	Iteration 45Q: 3 clusters Score -8667740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8667740.000000 Penalty: 3603.227783
	Iteration 46Q: 3 clusters Score -8667740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8667742.000000 Penalty: 3603.227783
	Iteration 47Q: 3 clusters Score -8667742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8667746.000000 Penalty: 3603.227783
	Iteration 48Q: 3 clusters Score -8667746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8667745.000000 Penalty: 3603.227783
	Iteration 49Q: 3 clusters Score -8667745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8667741.000000 Penalty: 3603.227783
	Iteration 50Q: 3 clusters Score -8667741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8667739.000000 Penalty: 3603.227783
	Iteration 51Q: 3 clusters Score -8667739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8667747.000000 Penalty: 3603.227783
	Iteration 52Q: 3 clusters Score -8667747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8667755.000000 Penalty: 3603.227783
	Iteration 53Q: 3 clusters Score -8667755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8667764.000000 Penalty: 3603.227783
	Iteration 54Q: 3 clusters Score -8667764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8667764.000000 Penalty: 3603.227783
	Iteration 55Q: 3 clusters Score -8667764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8667766.000000 Penalty: 3603.227783
	Iteration 56Q: 3 clusters Score -8667766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8667771.000000 Penalty: 3603.227783
	Iteration 57Q: 3 clusters Score -8667771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8667774.000000 Penalty: 3603.227783
	Iteration 58Q: 3 clusters Score -8667774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8667772.000000 Penalty: 3603.227783
	Iteration 59Q: 3 clusters Score -8667772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8667769.000000 Penalty: 3603.227783
	Iteration 60F: 3 clusters Score -8667769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8667767.000000 Penalty: 3603.227783
	Iteration 61Q: 3 clusters Score -8667767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8667767.000000 Penalty: 3603.227783
	Iteration 62F: 3 clusters Score -8667767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Entering Unmasked Estep 
Score: -7137506.000000 Penalty: 1769.778442
	Iteration 0F: 2 clusters Score -7137506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -7101636.000000 Penalty: 3539.556885
	Iteration 0F: 3 clusters Score -7101636 nChanged 25342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -7116323.500000 Penalty: 3539.556885
	Iteration 1F: 3 clusters Score -7116324 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -7117225.500000 Penalty: 3539.556885
	Iteration 2Q: 3 clusters Score -7117226 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -7118377.500000 Penalty: 3539.556885
	Iteration 3F: 3 clusters Score -7118378 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -7120128.500000 Penalty: 3539.556885
	Iteration 4F: 3 clusters Score -7120128 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7122573.500000 Penalty: 3539.556885
	Iteration 5F: 3 clusters Score -7122574 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7125850.000000 Penalty: 3539.556885
	Iteration 6F: 3 clusters Score -7125850 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -7129278.000000 Penalty: 3539.556885
	Iteration 7F: 3 clusters Score -7129278 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -7131682.500000 Penalty: 3539.556885
	Iteration 8Q: 3 clusters Score -7131682 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -7132770.500000 Penalty: 3539.556885
	Iteration 9Q: 3 clusters Score -7132770 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -7133423.000000 Penalty: 3539.556885
	Iteration 10Q: 3 clusters Score -7133423 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -7133930.500000 Penalty: 3539.556885
	Iteration 11Q: 3 clusters Score -7133930 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -7134310.000000 Penalty: 3539.556885
	Iteration 12Q: 3 clusters Score -7134310 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -7134597.500000 Penalty: 3539.556885
	Iteration 13Q: 3 clusters Score -7134598 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -7134774.500000 Penalty: 3539.556885
	Iteration 14Q: 3 clusters Score -7134774 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7134957.500000 Penalty: 3539.556885
	Iteration 15Q: 3 clusters Score -7134958 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -7135062.000000 Penalty: 3539.556885
	Iteration 16Q: 3 clusters Score -7135062 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7135191.000000 Penalty: 3539.556885
	Iteration 17Q: 3 clusters Score -7135191 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7135274.000000 Penalty: 3539.556885
	Iteration 18Q: 3 clusters Score -7135274 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -7135356.500000 Penalty: 3539.556885
	Iteration 19Q: 3 clusters Score -7135356 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7135407.500000 Penalty: 3539.556885
	Iteration 20F: 3 clusters Score -7135408 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -7135439.500000 Penalty: 3539.556885
	Iteration 21Q: 3 clusters Score -7135440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7135454.500000 Penalty: 3539.556885
	Iteration 22Q: 3 clusters Score -7135454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7135472.000000 Penalty: 3539.556885
	Iteration 23Q: 3 clusters Score -7135472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -7135460.500000 Penalty: 3539.556885
	Iteration 24Q: 3 clusters Score -7135460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7135465.500000 Penalty: 3539.556885
	Iteration 25Q: 3 clusters Score -7135466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -7135453.000000 Penalty: 3539.556885
	Iteration 26Q: 3 clusters Score -7135453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7135448.000000 Penalty: 3539.556885
	Iteration 27Q: 3 clusters Score -7135448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -7135438.000000 Penalty: 3539.556885
	Iteration 28Q: 3 clusters Score -7135438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7135440.500000 Penalty: 3539.556885
	Iteration 29Q: 3 clusters Score -7135440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -7135444.000000 Penalty: 3539.556885
	Iteration 30Q: 3 clusters Score -7135444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -7135443.500000 Penalty: 3539.556885
	Iteration 31Q: 3 clusters Score -7135444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7135443.500000 Penalty: 3539.556885
	Iteration 32Q: 3 clusters Score -7135444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7135440.500000 Penalty: 3539.556885
	Iteration 33Q: 3 clusters Score -7135440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -7135439.500000 Penalty: 3539.556885
	Iteration 34Q: 3 clusters Score -7135440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7135438.000000 Penalty: 3539.556885
	Iteration 35Q: 3 clusters Score -7135438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7135444.000000 Penalty: 3539.556885
	Iteration 36Q: 3 clusters Score -7135444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7135442.500000 Penalty: 3539.556885
	Iteration 37Q: 3 clusters Score -7135442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7135442.500000 Penalty: 3539.556885
	Iteration 38F: 3 clusters Score -7135442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Entering Unmasked Estep 
Score: -1977851.000000 Penalty: 1569.420166
	Iteration 0F: 2 clusters Score -1977851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1967064.125000 Penalty: 3138.840332
	Iteration 0F: 3 clusters Score -1967064 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1970856.250000 Penalty: 3138.840332
	Iteration 1F: 3 clusters Score -1970856 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1971217.500000 Penalty: 3138.840332
	Iteration 2F: 3 clusters Score -1971218 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1971635.125000 Penalty: 3138.840332
	Iteration 3F: 3 clusters Score -1971635 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1972152.625000 Penalty: 3138.840332
	Iteration 4F: 3 clusters Score -1972153 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1972808.625000 Penalty: 3138.840332
	Iteration 5F: 3 clusters Score -1972809 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1973590.125000 Penalty: 3138.840332
	Iteration 6F: 3 clusters Score -1973590 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1974505.125000 Penalty: 3138.840332
	Iteration 7F: 3 clusters Score -1974505 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1975394.500000 Penalty: 3138.840332
	Iteration 8F: 3 clusters Score -1975394 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1976059.125000 Penalty: 3138.840332
	Iteration 9Q: 3 clusters Score -1976059 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1976414.000000 Penalty: 3138.840332
	Iteration 10Q: 3 clusters Score -1976414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1976602.625000 Penalty: 3138.840332
	Iteration 11Q: 3 clusters Score -1976603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1976721.625000 Penalty: 3138.840332
	Iteration 12Q: 3 clusters Score -1976722 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1976809.500000 Penalty: 3138.840332
	Iteration 13Q: 3 clusters Score -1976810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1976861.000000 Penalty: 3138.840332
	Iteration 14Q: 3 clusters Score -1976861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1976895.625000 Penalty: 3138.840332
	Iteration 15Q: 3 clusters Score -1976896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1976916.875000 Penalty: 3138.840332
	Iteration 16Q: 3 clusters Score -1976917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1976925.875000 Penalty: 3138.840332
	Iteration 17Q: 3 clusters Score -1976926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1976936.750000 Penalty: 3138.840332
	Iteration 18Q: 3 clusters Score -1976937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1976947.125000 Penalty: 3138.840332
	Iteration 19Q: 3 clusters Score -1976947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1976947.250000 Penalty: 3138.840332
	Iteration 20F: 3 clusters Score -1976947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1976950.125000 Penalty: 3138.840332
	Iteration 21Q: 3 clusters Score -1976950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1976950.500000 Penalty: 3138.840332
	Iteration 22Q: 3 clusters Score -1976950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1976951.875000 Penalty: 3138.840332
	Iteration 23Q: 3 clusters Score -1976952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1976947.250000 Penalty: 3138.840332
	Iteration 24Q: 3 clusters Score -1976947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1976949.375000 Penalty: 3138.840332
	Iteration 25Q: 3 clusters Score -1976949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1976945.125000 Penalty: 3138.840332
	Iteration 26Q: 3 clusters Score -1976945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1976949.375000 Penalty: 3138.840332
	Iteration 27Q: 3 clusters Score -1976949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1976946.875000 Penalty: 3138.840332
	Iteration 28Q: 3 clusters Score -1976947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1976948.125000 Penalty: 3138.840332
	Iteration 29Q: 3 clusters Score -1976948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1976948.125000 Penalty: 3138.840332
	Iteration 30F: 3 clusters Score -1976948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -2139473.500000 Penalty: 1574.098633
	Iteration 0F: 2 clusters Score -2139474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2128306.250000 Penalty: 3148.197266
	Iteration 0F: 3 clusters Score -2128306 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2132253.750000 Penalty: 3148.197266
	Iteration 1F: 3 clusters Score -2132254 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2132567.250000 Penalty: 3148.197266
	Iteration 2F: 3 clusters Score -2132567 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2132862.500000 Penalty: 3148.197266
	Iteration 3Q: 3 clusters Score -2132862 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2133205.250000 Penalty: 3148.197266
	Iteration 4Q: 3 clusters Score -2133205 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2133594.750000 Penalty: 3148.197266
	Iteration 5Q: 3 clusters Score -2133595 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2134097.250000 Penalty: 3148.197266
	Iteration 6F: 3 clusters Score -2134097 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2134767.500000 Penalty: 3148.197266
	Iteration 7F: 3 clusters Score -2134768 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2135566.500000 Penalty: 3148.197266
	Iteration 8F: 3 clusters Score -2135566 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2136433.500000 Penalty: 3148.197266
	Iteration 9F: 3 clusters Score -2136434 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2137118.000000 Penalty: 3148.197266
	Iteration 10Q: 3 clusters Score -2137118 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2137544.000000 Penalty: 3148.197266
	Iteration 11Q: 3 clusters Score -2137544 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2137812.000000 Penalty: 3148.197266
	Iteration 12Q: 3 clusters Score -2137812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2137944.750000 Penalty: 3148.197266
	Iteration 13Q: 3 clusters Score -2137945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2138013.250000 Penalty: 3148.197266
	Iteration 14Q: 3 clusters Score -2138013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2138046.750000 Penalty: 3148.197266
	Iteration 15Q: 3 clusters Score -2138047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2138057.750000 Penalty: 3148.197266
	Iteration 16Q: 3 clusters Score -2138058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2138059.250000 Penalty: 3148.197266
	Iteration 17Q: 3 clusters Score -2138059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2138065.000000 Penalty: 3148.197266
	Iteration 18Q: 3 clusters Score -2138065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2138076.000000 Penalty: 3148.197266
	Iteration 19Q: 3 clusters Score -2138076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2138083.750000 Penalty: 3148.197266
	Iteration 20F: 3 clusters Score -2138084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2138087.000000 Penalty: 3148.197266
	Iteration 21Q: 3 clusters Score -2138087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2138089.000000 Penalty: 3148.197266
	Iteration 22Q: 3 clusters Score -2138089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2138089.000000 Penalty: 3148.197266
	Iteration 23Q: 3 clusters Score -2138089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2138089.000000 Penalty: 3148.197266
	Iteration 24F: 3 clusters Score -2138089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -157483.265625 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -157483.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155854.171875 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -155854.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -156385.062500 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -156385.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156681.062500 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -156681.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156889.656250 Penalty: 2360.354248
	Iteration 3F: 3 clusters Score -156889.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157029.000000 Penalty: 2360.354248
	Iteration 4F: 3 clusters Score -157029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157126.906250 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -157126.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157183.687500 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -157183.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -157235.718750 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -157235.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157285.718750 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -157285.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -157308.625000 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -157308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -157316.843750 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -157316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157324.984375 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -157325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157327.578125 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -157327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -157329.468750 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -157329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -157332.890625 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -157332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -157332.890625 Penalty: 2360.354248
	Iteration 15F: 3 clusters Score -157332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Entering Unmasked Estep 
Score: -2393683.000000 Penalty: 1595.440186
	Iteration 0F: 2 clusters Score -2393683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2381098.750000 Penalty: 3190.880371
	Iteration 0F: 3 clusters Score -2381099 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2385684.000000 Penalty: 3190.880371
	Iteration 1F: 3 clusters Score -2385684 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2386146.750000 Penalty: 3190.880371
	Iteration 2F: 3 clusters Score -2386147 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2386661.500000 Penalty: 3190.880371
	Iteration 3F: 3 clusters Score -2386662 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2387344.000000 Penalty: 3190.880371
	Iteration 4F: 3 clusters Score -2387344 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2388239.750000 Penalty: 3190.880371
	Iteration 5F: 3 clusters Score -2388240 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2389391.000000 Penalty: 3190.880371
	Iteration 6F: 3 clusters Score -2389391 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2390610.750000 Penalty: 3190.880371
	Iteration 7F: 3 clusters Score -2390611 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2391481.250000 Penalty: 3190.880371
	Iteration 8Q: 3 clusters Score -2391481 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2391954.750000 Penalty: 3190.880371
	Iteration 9Q: 3 clusters Score -2391955 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2392186.000000 Penalty: 3190.880371
	Iteration 10Q: 3 clusters Score -2392186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2392279.500000 Penalty: 3190.880371
	Iteration 11Q: 3 clusters Score -2392280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2392322.250000 Penalty: 3190.880371
	Iteration 12Q: 3 clusters Score -2392322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2392342.750000 Penalty: 3190.880371
	Iteration 13Q: 3 clusters Score -2392343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2392355.250000 Penalty: 3190.880371
	Iteration 14Q: 3 clusters Score -2392355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2392369.250000 Penalty: 3190.880371
	Iteration 15Q: 3 clusters Score -2392369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2392381.000000 Penalty: 3190.880371
	Iteration 16Q: 3 clusters Score -2392381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2392384.500000 Penalty: 3190.880371
	Iteration 17Q: 3 clusters Score -2392384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2392385.250000 Penalty: 3190.880371
	Iteration 18Q: 3 clusters Score -2392385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2392391.750000 Penalty: 3190.880371
	Iteration 19F: 3 clusters Score -2392392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2392394.250000 Penalty: 3190.880371
	Iteration 20F: 3 clusters Score -2392394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -335334.562500 Penalty: 1282.826660
	Iteration 0F: 2 clusters Score -335334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -332779.500000 Penalty: 2565.653320
	Iteration 0F: 3 clusters Score -332779.5 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -333387.500000 Penalty: 2565.653320
	Iteration 1F: 3 clusters Score -333387.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -333520.218750 Penalty: 2565.653320
	Iteration 2F: 3 clusters Score -333520.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -333604.250000 Penalty: 2565.653320
	Iteration 3Q: 3 clusters Score -333604.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -333665.093750 Penalty: 2565.653320
	Iteration 4Q: 3 clusters Score -333665.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -333713.437500 Penalty: 2565.653320
	Iteration 5Q: 3 clusters Score -333713.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -333748.500000 Penalty: 2565.653320
	Iteration 6Q: 3 clusters Score -333748.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333783.437500 Penalty: 2565.653320
	Iteration 7Q: 3 clusters Score -333783.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -333805.125000 Penalty: 2565.653320
	Iteration 8Q: 3 clusters Score -333805.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -333817.531250 Penalty: 2565.653320
	Iteration 9Q: 3 clusters Score -333817.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333832.687500 Penalty: 2565.653320
	Iteration 10Q: 3 clusters Score -333832.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -333850.281250 Penalty: 2565.653320
	Iteration 11Q: 3 clusters Score -333850.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -333866.312500 Penalty: 2565.653320
	Iteration 12Q: 3 clusters Score -333866.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -333879.000000 Penalty: 2565.653320
	Iteration 13Q: 3 clusters Score -333879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -333897.625000 Penalty: 2565.653320
	Iteration 14Q: 3 clusters Score -333897.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -333914.031250 Penalty: 2565.653320
	Iteration 15Q: 3 clusters Score -333914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -333925.656250 Penalty: 2565.653320
	Iteration 16Q: 3 clusters Score -333925.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -333935.343750 Penalty: 2565.653320
	Iteration 17Q: 3 clusters Score -333935.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -333943.750000 Penalty: 2565.653320
	Iteration 18Q: 3 clusters Score -333943.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -333953.500000 Penalty: 2565.653320
	Iteration 19Q: 3 clusters Score -333953.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -333964.125000 Penalty: 2565.653320
	Iteration 20F: 3 clusters Score -333964.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -333978.000000 Penalty: 2565.653320
	Iteration 21Q: 3 clusters Score -333978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -333986.875000 Penalty: 2565.653320
	Iteration 22Q: 3 clusters Score -333986.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -333995.843750 Penalty: 2565.653320
	Iteration 23Q: 3 clusters Score -333995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -334001.687500 Penalty: 2565.653320
	Iteration 24Q: 3 clusters Score -334001.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -334007.187500 Penalty: 2565.653320
	Iteration 25Q: 3 clusters Score -334007.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -334016.156250 Penalty: 2565.653320
	Iteration 26Q: 3 clusters Score -334016.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -334024.562500 Penalty: 2565.653320
	Iteration 27Q: 3 clusters Score -334024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -334030.406250 Penalty: 2565.653320
	Iteration 28Q: 3 clusters Score -334030.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -334035.250000 Penalty: 2565.653320
	Iteration 29Q: 3 clusters Score -334035.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -334038.906250 Penalty: 2565.653320
	Iteration 30Q: 3 clusters Score -334038.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -334043.687500 Penalty: 2565.653320
	Iteration 31Q: 3 clusters Score -334043.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -334047.093750 Penalty: 2565.653320
	Iteration 32Q: 3 clusters Score -334047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -334049.812500 Penalty: 2565.653320
	Iteration 33Q: 3 clusters Score -334049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -334053.187500 Penalty: 2565.653320
	Iteration 34Q: 3 clusters Score -334053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -334055.812500 Penalty: 2565.653320
	Iteration 35Q: 3 clusters Score -334055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -334056.875000 Penalty: 2565.653320
	Iteration 36Q: 3 clusters Score -334056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -334059.625000 Penalty: 2565.653320
	Iteration 37Q: 3 clusters Score -334059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -334063.625000 Penalty: 2565.653320
	Iteration 38Q: 3 clusters Score -334063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -334067.125000 Penalty: 2565.653320
	Iteration 39Q: 3 clusters Score -334067.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334077.750000 Penalty: 2565.653320
	Iteration 40F: 3 clusters Score -334077.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -334085.406250 Penalty: 2565.653320
	Iteration 41Q: 3 clusters Score -334085.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -334091.968750 Penalty: 2565.653320
	Iteration 42Q: 3 clusters Score -334092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -334102.656250 Penalty: 2565.653320
	Iteration 43Q: 3 clusters Score -334102.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -334110.250000 Penalty: 2565.653320
	Iteration 44Q: 3 clusters Score -334110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -334115.812500 Penalty: 2565.653320
	Iteration 45Q: 3 clusters Score -334115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -334121.812500 Penalty: 2565.653320
	Iteration 46Q: 3 clusters Score -334121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -334125.781250 Penalty: 2565.653320
	Iteration 47Q: 3 clusters Score -334125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -334128.687500 Penalty: 2565.653320
	Iteration 48Q: 3 clusters Score -334128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -334133.312500 Penalty: 2565.653320
	Iteration 49Q: 3 clusters Score -334133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -334135.625000 Penalty: 2565.653320
	Iteration 50Q: 3 clusters Score -334135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -334138.093750 Penalty: 2565.653320
	Iteration 51Q: 3 clusters Score -334138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -334139.531250 Penalty: 2565.653320
	Iteration 52Q: 3 clusters Score -334139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -334140.937500 Penalty: 2565.653320
	Iteration 53Q: 3 clusters Score -334140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -334141.812500 Penalty: 2565.653320
	Iteration 54Q: 3 clusters Score -334141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -334143.250000 Penalty: 2565.653320
	Iteration 55Q: 3 clusters Score -334143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -334143.875000 Penalty: 2565.653320
	Iteration 56Q: 3 clusters Score -334143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -334144.343750 Penalty: 2565.653320
	Iteration 57Q: 3 clusters Score -334144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -334144.843750 Penalty: 2565.653320
	Iteration 58Q: 3 clusters Score -334144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -334144.781250 Penalty: 2565.653320
	Iteration 59Q: 3 clusters Score -334144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -334145.343750 Penalty: 2565.653320
	Iteration 60F: 3 clusters Score -334145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -334146.531250 Penalty: 2565.653320
	Iteration 61Q: 3 clusters Score -334146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -334147.125000 Penalty: 2565.653320
	Iteration 62Q: 3 clusters Score -334147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -334147.406250 Penalty: 2565.653320
	Iteration 63Q: 3 clusters Score -334147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -334148.375000 Penalty: 2565.653320
	Iteration 64Q: 3 clusters Score -334148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -334148.500000 Penalty: 2565.653320
	Iteration 65Q: 3 clusters Score -334148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -334148.750000 Penalty: 2565.653320
	Iteration 66Q: 3 clusters Score -334148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -334148.750000 Penalty: 2565.653320
	Iteration 67F: 3 clusters Score -334148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -742245.875000 Penalty: 1407.881836
	Iteration 0F: 2 clusters Score -742245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -737834.750000 Penalty: 2815.763672
	Iteration 0F: 3 clusters Score -737834.8 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -739196.187500 Penalty: 2815.763672
	Iteration 1F: 3 clusters Score -739196.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -739529.062500 Penalty: 2815.763672
	Iteration 2F: 3 clusters Score -739529.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -739805.125000 Penalty: 2815.763672
	Iteration 3F: 3 clusters Score -739805.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -740004.562500 Penalty: 2815.763672
	Iteration 4F: 3 clusters Score -740004.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -740205.937500 Penalty: 2815.763672
	Iteration 5F: 3 clusters Score -740205.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -740376.875000 Penalty: 2815.763672
	Iteration 6Q: 3 clusters Score -740376.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -740534.000000 Penalty: 2815.763672
	Iteration 7Q: 3 clusters Score -740534 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -740689.562500 Penalty: 2815.763672
	Iteration 8Q: 3 clusters Score -740689.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -740833.062500 Penalty: 2815.763672
	Iteration 9Q: 3 clusters Score -740833.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -740968.562500 Penalty: 2815.763672
	Iteration 10Q: 3 clusters Score -740968.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -741068.125000 Penalty: 2815.763672
	Iteration 11Q: 3 clusters Score -741068.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -741148.437500 Penalty: 2815.763672
	Iteration 12Q: 3 clusters Score -741148.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -741233.875000 Penalty: 2815.763672
	Iteration 13Q: 3 clusters Score -741233.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -741335.562500 Penalty: 2815.763672
	Iteration 14Q: 3 clusters Score -741335.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -741457.125000 Penalty: 2815.763672
	Iteration 15Q: 3 clusters Score -741457.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -741569.500000 Penalty: 2815.763672
	Iteration 16Q: 3 clusters Score -741569.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -741653.937500 Penalty: 2815.763672
	Iteration 17Q: 3 clusters Score -741653.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -741727.812500 Penalty: 2815.763672
	Iteration 18Q: 3 clusters Score -741727.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -741783.875000 Penalty: 2815.763672
	Iteration 19Q: 3 clusters Score -741783.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -741814.375000 Penalty: 2815.763672
	Iteration 20F: 3 clusters Score -741814.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -741829.625000 Penalty: 2815.763672
	Iteration 21Q: 3 clusters Score -741829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -741838.187500 Penalty: 2815.763672
	Iteration 22Q: 3 clusters Score -741838.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -741845.312500 Penalty: 2815.763672
	Iteration 23Q: 3 clusters Score -741845.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -741854.062500 Penalty: 2815.763672
	Iteration 24Q: 3 clusters Score -741854.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -741858.187500 Penalty: 2815.763672
	Iteration 25Q: 3 clusters Score -741858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -741860.062500 Penalty: 2815.763672
	Iteration 26Q: 3 clusters Score -741860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -741862.687500 Penalty: 2815.763672
	Iteration 27Q: 3 clusters Score -741862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -741862.187500 Penalty: 2815.763672
	Iteration 28Q: 3 clusters Score -741862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -741861.375000 Penalty: 2815.763672
	Iteration 29Q: 3 clusters Score -741861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -741862.250000 Penalty: 2815.763672
	Iteration 30Q: 3 clusters Score -741862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -741864.875000 Penalty: 2815.763672
	Iteration 31Q: 3 clusters Score -741864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -741865.312500 Penalty: 2815.763672
	Iteration 32Q: 3 clusters Score -741865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -741865.687500 Penalty: 2815.763672
	Iteration 33Q: 3 clusters Score -741865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -741864.875000 Penalty: 2815.763672
	Iteration 34Q: 3 clusters Score -741864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -741866.562500 Penalty: 2815.763672
	Iteration 35Q: 3 clusters Score -741866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -741866.750000 Penalty: 2815.763672
	Iteration 36Q: 3 clusters Score -741866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -741866.750000 Penalty: 2815.763672
	Iteration 37F: 3 clusters Score -741866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (58827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Entering Unmasked Estep 
Score: -7741751.500000 Penalty: 1784.632812
	Iteration 0F: 2 clusters Score -7741752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -7703112.500000 Penalty: 3569.265625
	Iteration 0F: 3 clusters Score -7703112 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -7718632.000000 Penalty: 3569.265625
	Iteration 1F: 3 clusters Score -7718632 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -7719122.500000 Penalty: 3569.265625
	Iteration 2Q: 3 clusters Score -7719122 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7719626.000000 Penalty: 3569.265625
	Iteration 3Q: 3 clusters Score -7719626 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -7720312.000000 Penalty: 3569.265625
	Iteration 4Q: 3 clusters Score -7720312 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7721227.000000 Penalty: 3569.265625
	Iteration 5Q: 3 clusters Score -7721227 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7722733.000000 Penalty: 3569.265625
	Iteration 6Q: 3 clusters Score -7722733 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -7724800.500000 Penalty: 3569.265625
	Iteration 7F: 3 clusters Score -7724800 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7727655.500000 Penalty: 3569.265625
	Iteration 8F: 3 clusters Score -7727656 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7730375.500000 Penalty: 3569.265625
	Iteration 9F: 3 clusters Score -7730376 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -7732627.500000 Penalty: 3569.265625
	Iteration 10F: 3 clusters Score -7732628 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -7734198.500000 Penalty: 3569.265625
	Iteration 11Q: 3 clusters Score -7734198 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -7735103.500000 Penalty: 3569.265625
	Iteration 12Q: 3 clusters Score -7735104 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -7735673.000000 Penalty: 3569.265625
	Iteration 13Q: 3 clusters Score -7735673 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -7735922.500000 Penalty: 3569.265625
	Iteration 14Q: 3 clusters Score -7735922 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -7736108.000000 Penalty: 3569.265625
	Iteration 15Q: 3 clusters Score -7736108 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -7736234.500000 Penalty: 3569.265625
	Iteration 16Q: 3 clusters Score -7736234 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -7736317.500000 Penalty: 3569.265625
	Iteration 17Q: 3 clusters Score -7736318 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -7736412.500000 Penalty: 3569.265625
	Iteration 18Q: 3 clusters Score -7736412 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -7736484.000000 Penalty: 3569.265625
	Iteration 19Q: 3 clusters Score -7736484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -7736602.500000 Penalty: 3569.265625
	Iteration 20F: 3 clusters Score -7736602 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -7736682.500000 Penalty: 3569.265625
	Iteration 21Q: 3 clusters Score -7736682 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -7736758.500000 Penalty: 3569.265625
	Iteration 22Q: 3 clusters Score -7736758 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -7736859.500000 Penalty: 3569.265625
	Iteration 23Q: 3 clusters Score -7736860 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -7736935.500000 Penalty: 3569.265625
	Iteration 24Q: 3 clusters Score -7736936 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -7737012.000000 Penalty: 3569.265625
	Iteration 25Q: 3 clusters Score -7737012 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -7737027.500000 Penalty: 3569.265625
	Iteration 26Q: 3 clusters Score -7737028 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -7737070.500000 Penalty: 3569.265625
	Iteration 27Q: 3 clusters Score -7737070 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -7737153.500000 Penalty: 3569.265625
	Iteration 28Q: 3 clusters Score -7737154 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -7737206.000000 Penalty: 3569.265625
	Iteration 29Q: 3 clusters Score -7737206 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -7737273.000000 Penalty: 3569.265625
	Iteration 30Q: 3 clusters Score -7737273 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -7737312.500000 Penalty: 3569.265625
	Iteration 31Q: 3 clusters Score -7737312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -7737356.500000 Penalty: 3569.265625
	Iteration 32Q: 3 clusters Score -7737356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -7737431.500000 Penalty: 3569.265625
	Iteration 33Q: 3 clusters Score -7737432 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -7737445.000000 Penalty: 3569.265625
	Iteration 34Q: 3 clusters Score -7737445 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -7737463.500000 Penalty: 3569.265625
	Iteration 35Q: 3 clusters Score -7737464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -7737467.000000 Penalty: 3569.265625
	Iteration 36Q: 3 clusters Score -7737467 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -7737501.000000 Penalty: 3569.265625
	Iteration 37Q: 3 clusters Score -7737501 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -7737511.000000 Penalty: 3569.265625
	Iteration 38Q: 3 clusters Score -7737511 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -7737509.500000 Penalty: 3569.265625
	Iteration 39Q: 3 clusters Score -7737510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -7737523.500000 Penalty: 3569.265625
	Iteration 40F: 3 clusters Score -7737524 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -7737542.000000 Penalty: 3569.265625
	Iteration 41Q: 3 clusters Score -7737542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -7737563.500000 Penalty: 3569.265625
	Iteration 42Q: 3 clusters Score -7737564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -7737580.000000 Penalty: 3569.265625
	Iteration 43Q: 3 clusters Score -7737580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -7737631.000000 Penalty: 3569.265625
	Iteration 44Q: 3 clusters Score -7737631 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -7737626.000000 Penalty: 3569.265625
	Iteration 45Q: 3 clusters Score -7737626 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -7737635.000000 Penalty: 3569.265625
	Iteration 46Q: 3 clusters Score -7737635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -7737647.000000 Penalty: 3569.265625
	Iteration 47Q: 3 clusters Score -7737647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -7737657.000000 Penalty: 3569.265625
	Iteration 48Q: 3 clusters Score -7737657 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7737651.000000 Penalty: 3569.265625
	Iteration 49Q: 3 clusters Score -7737651 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -7737684.000000 Penalty: 3569.265625
	Iteration 50Q: 3 clusters Score -7737684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -7737696.000000 Penalty: 3569.265625
	Iteration 51Q: 3 clusters Score -7737696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -7737705.000000 Penalty: 3569.265625
	Iteration 52Q: 3 clusters Score -7737705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -7737724.000000 Penalty: 3569.265625
	Iteration 53Q: 3 clusters Score -7737724 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -7737746.500000 Penalty: 3569.265625
	Iteration 54Q: 3 clusters Score -7737746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -7737750.500000 Penalty: 3569.265625
	Iteration 55Q: 3 clusters Score -7737750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -7737770.500000 Penalty: 3569.265625
	Iteration 56Q: 3 clusters Score -7737770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -7737766.000000 Penalty: 3569.265625
	Iteration 57Q: 3 clusters Score -7737766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -7737768.500000 Penalty: 3569.265625
	Iteration 58Q: 3 clusters Score -7737768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -7737786.500000 Penalty: 3569.265625
	Iteration 59Q: 3 clusters Score -7737786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -7737798.000000 Penalty: 3569.265625
	Iteration 60F: 3 clusters Score -7737798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -7737810.000000 Penalty: 3569.265625
	Iteration 61Q: 3 clusters Score -7737810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -7737833.000000 Penalty: 3569.265625
	Iteration 62Q: 3 clusters Score -7737833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -7737842.000000 Penalty: 3569.265625
	Iteration 63Q: 3 clusters Score -7737842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -7737841.500000 Penalty: 3569.265625
	Iteration 64Q: 3 clusters Score -7737842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -7737851.000000 Penalty: 3569.265625
	Iteration 65Q: 3 clusters Score -7737851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -7737849.000000 Penalty: 3569.265625
	Iteration 66Q: 3 clusters Score -7737849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -7737870.500000 Penalty: 3569.265625
	Iteration 67Q: 3 clusters Score -7737870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -7737873.500000 Penalty: 3569.265625
	Iteration 68Q: 3 clusters Score -7737874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -7737899.500000 Penalty: 3569.265625
	Iteration 69Q: 3 clusters Score -7737900 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -7737920.000000 Penalty: 3569.265625
	Iteration 70Q: 3 clusters Score -7737920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -7737941.000000 Penalty: 3569.265625
	Iteration 71Q: 3 clusters Score -7737941 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -7737976.000000 Penalty: 3569.265625
	Iteration 72Q: 3 clusters Score -7737976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -7737975.000000 Penalty: 3569.265625
	Iteration 73Q: 3 clusters Score -7737975 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -7737999.000000 Penalty: 3569.265625
	Iteration 74Q: 3 clusters Score -7737999 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -7738032.000000 Penalty: 3569.265625
	Iteration 75Q: 3 clusters Score -7738032 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -7738043.000000 Penalty: 3569.265625
	Iteration 76Q: 3 clusters Score -7738043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -7738062.000000 Penalty: 3569.265625
	Iteration 77Q: 3 clusters Score -7738062 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -7738094.000000 Penalty: 3569.265625
	Iteration 78Q: 3 clusters Score -7738094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -7738115.500000 Penalty: 3569.265625
	Iteration 79Q: 3 clusters Score -7738116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -7738140.500000 Penalty: 3569.265625
	Iteration 80F: 3 clusters Score -7738140 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -7738173.000000 Penalty: 3569.265625
	Iteration 81Q: 3 clusters Score -7738173 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -7738179.000000 Penalty: 3569.265625
	Iteration 82Q: 3 clusters Score -7738179 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -7738217.500000 Penalty: 3569.265625
	Iteration 83Q: 3 clusters Score -7738218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -7738253.500000 Penalty: 3569.265625
	Iteration 84Q: 3 clusters Score -7738254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -7738246.000000 Penalty: 3569.265625
	Iteration 85Q: 3 clusters Score -7738246 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -7738276.500000 Penalty: 3569.265625
	Iteration 86Q: 3 clusters Score -7738276 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -7738305.000000 Penalty: 3569.265625
	Iteration 87Q: 3 clusters Score -7738305 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -7738330.000000 Penalty: 3569.265625
	Iteration 88Q: 3 clusters Score -7738330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -7738361.500000 Penalty: 3569.265625
	Iteration 89Q: 3 clusters Score -7738362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -7738437.000000 Penalty: 3569.265625
	Iteration 90Q: 3 clusters Score -7738437 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -7738488.500000 Penalty: 3569.265625
	Iteration 91Q: 3 clusters Score -7738488 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -7738540.000000 Penalty: 3569.265625
	Iteration 92Q: 3 clusters Score -7738540 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -7738581.000000 Penalty: 3569.265625
	Iteration 93Q: 3 clusters Score -7738581 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -7738606.000000 Penalty: 3569.265625
	Iteration 94Q: 3 clusters Score -7738606 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -7738643.500000 Penalty: 3569.265625
	Iteration 95Q: 3 clusters Score -7738644 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -7738684.500000 Penalty: 3569.265625
	Iteration 96Q: 3 clusters Score -7738684 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -7738724.000000 Penalty: 3569.265625
	Iteration 97Q: 3 clusters Score -7738724 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -7738809.000000 Penalty: 3569.265625
	Iteration 98Q: 3 clusters Score -7738809 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -7738870.000000 Penalty: 3569.265625
	Iteration 99Q: 3 clusters Score -7738870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -7738911.000000 Penalty: 3569.265625
	Iteration 100F: 3 clusters Score -7738911 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7738957.000000 Penalty: 3569.265625
	Iteration 101Q: 3 clusters Score -7738957 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -7738998.500000 Penalty: 3569.265625
	Iteration 102Q: 3 clusters Score -7738998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -7739056.000000 Penalty: 3569.265625
	Iteration 103Q: 3 clusters Score -7739056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -7739118.000000 Penalty: 3569.265625
	Iteration 104Q: 3 clusters Score -7739118 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -7739201.000000 Penalty: 3569.265625
	Iteration 105Q: 3 clusters Score -7739201 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -7739261.500000 Penalty: 3569.265625
	Iteration 106Q: 3 clusters Score -7739262 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7739305.500000 Penalty: 3569.265625
	Iteration 107Q: 3 clusters Score -7739306 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -7739386.000000 Penalty: 3569.265625
	Iteration 108Q: 3 clusters Score -7739386 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -7739457.000000 Penalty: 3569.265625
	Iteration 109Q: 3 clusters Score -7739457 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -7739519.500000 Penalty: 3569.265625
	Iteration 110Q: 3 clusters Score -7739520 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -7739562.500000 Penalty: 3569.265625
	Iteration 111Q: 3 clusters Score -7739562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -7739625.500000 Penalty: 3569.265625
	Iteration 112Q: 3 clusters Score -7739626 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -7739677.000000 Penalty: 3569.265625
	Iteration 113Q: 3 clusters Score -7739677 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7739727.000000 Penalty: 3569.265625
	Iteration 114Q: 3 clusters Score -7739727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -7739777.500000 Penalty: 3569.265625
	Iteration 115Q: 3 clusters Score -7739778 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -7739796.500000 Penalty: 3569.265625
	Iteration 116Q: 3 clusters Score -7739796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -7739826.000000 Penalty: 3569.265625
	Iteration 117Q: 3 clusters Score -7739826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -7739862.500000 Penalty: 3569.265625
	Iteration 118Q: 3 clusters Score -7739862 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -7739886.500000 Penalty: 3569.265625
	Iteration 119Q: 3 clusters Score -7739886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7739934.500000 Penalty: 3569.265625
	Iteration 120F: 3 clusters Score -7739934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7739955.500000 Penalty: 3569.265625
	Iteration 121Q: 3 clusters Score -7739956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -7739987.500000 Penalty: 3569.265625
	Iteration 122Q: 3 clusters Score -7739988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -7740029.500000 Penalty: 3569.265625
	Iteration 123Q: 3 clusters Score -7740030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -7740028.500000 Penalty: 3569.265625
	Iteration 124Q: 3 clusters Score -7740028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -7740064.000000 Penalty: 3569.265625
	Iteration 125Q: 3 clusters Score -7740064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -7740070.000000 Penalty: 3569.265625
	Iteration 126Q: 3 clusters Score -7740070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -7740078.000000 Penalty: 3569.265625
	Iteration 127Q: 3 clusters Score -7740078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -7740081.000000 Penalty: 3569.265625
	Iteration 128Q: 3 clusters Score -7740081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7740091.000000 Penalty: 3569.265625
	Iteration 129Q: 3 clusters Score -7740091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -7740110.500000 Penalty: 3569.265625
	Iteration 130Q: 3 clusters Score -7740110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -7740129.500000 Penalty: 3569.265625
	Iteration 131Q: 3 clusters Score -7740130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -7740125.000000 Penalty: 3569.265625
	Iteration 132Q: 3 clusters Score -7740125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -7740137.500000 Penalty: 3569.265625
	Iteration 133Q: 3 clusters Score -7740138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -7740140.500000 Penalty: 3569.265625
	Iteration 134Q: 3 clusters Score -7740140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -7740135.500000 Penalty: 3569.265625
	Iteration 135Q: 3 clusters Score -7740136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -7740143.500000 Penalty: 3569.265625
	Iteration 136Q: 3 clusters Score -7740144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7740130.500000 Penalty: 3569.265625
	Iteration 137Q: 3 clusters Score -7740130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -7740149.500000 Penalty: 3569.265625
	Iteration 138Q: 3 clusters Score -7740150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -7740165.000000 Penalty: 3569.265625
	Iteration 139Q: 3 clusters Score -7740165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -7740168.500000 Penalty: 3569.265625
	Iteration 140F: 3 clusters Score -7740168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -7740175.500000 Penalty: 3569.265625
	Iteration 141Q: 3 clusters Score -7740176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -7740181.500000 Penalty: 3569.265625
	Iteration 142Q: 3 clusters Score -7740182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7740189.500000 Penalty: 3569.265625
	Iteration 143Q: 3 clusters Score -7740190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7740196.000000 Penalty: 3569.265625
	Iteration 144Q: 3 clusters Score -7740196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -7740194.000000 Penalty: 3569.265625
	Iteration 145Q: 3 clusters Score -7740194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -7740188.500000 Penalty: 3569.265625
	Iteration 146Q: 3 clusters Score -7740188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7740196.000000 Penalty: 3569.265625
	Iteration 147Q: 3 clusters Score -7740196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -7740190.000000 Penalty: 3569.265625
	Iteration 148Q: 3 clusters Score -7740190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -7740192.000000 Penalty: 3569.265625
	Iteration 149Q: 3 clusters Score -7740192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -7740192.000000 Penalty: 3569.265625
	Iteration 150F: 3 clusters Score -7740192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Entering Unmasked Estep 
Score: -1644079.000000 Penalty: 1540.671265
	Iteration 0F: 2 clusters Score -1644079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1634984.500000 Penalty: 3081.342529
	Iteration 0F: 3 clusters Score -1634984 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1638063.000000 Penalty: 3081.342529
	Iteration 1F: 3 clusters Score -1638063 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1638289.875000 Penalty: 3081.342529
	Iteration 2Q: 3 clusters Score -1638290 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1638433.750000 Penalty: 3081.342529
	Iteration 3Q: 3 clusters Score -1638434 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1638556.875000 Penalty: 3081.342529
	Iteration 4Q: 3 clusters Score -1638557 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1638681.875000 Penalty: 3081.342529
	Iteration 5Q: 3 clusters Score -1638682 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1638802.750000 Penalty: 3081.342529
	Iteration 6Q: 3 clusters Score -1638803 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1638912.875000 Penalty: 3081.342529
	Iteration 7Q: 3 clusters Score -1638913 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1639037.500000 Penalty: 3081.342529
	Iteration 8Q: 3 clusters Score -1639038 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1639171.250000 Penalty: 3081.342529
	Iteration 9Q: 3 clusters Score -1639171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1639329.000000 Penalty: 3081.342529
	Iteration 10Q: 3 clusters Score -1639329 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1639475.000000 Penalty: 3081.342529
	Iteration 11Q: 3 clusters Score -1639475 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1639618.500000 Penalty: 3081.342529
	Iteration 12Q: 3 clusters Score -1639618 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1639742.375000 Penalty: 3081.342529
	Iteration 13Q: 3 clusters Score -1639742 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1639845.875000 Penalty: 3081.342529
	Iteration 14Q: 3 clusters Score -1639846 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1639970.375000 Penalty: 3081.342529
	Iteration 15Q: 3 clusters Score -1639970 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1640090.250000 Penalty: 3081.342529
	Iteration 16Q: 3 clusters Score -1640090 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1640216.000000 Penalty: 3081.342529
	Iteration 17Q: 3 clusters Score -1640216 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1640347.500000 Penalty: 3081.342529
	Iteration 18Q: 3 clusters Score -1640348 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1640490.375000 Penalty: 3081.342529
	Iteration 19Q: 3 clusters Score -1640490 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1640684.500000 Penalty: 3081.342529
	Iteration 20F: 3 clusters Score -1640684 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1640923.875000 Penalty: 3081.342529
	Iteration 21Q: 3 clusters Score -1640924 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1641173.000000 Penalty: 3081.342529
	Iteration 22Q: 3 clusters Score -1641173 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1641404.750000 Penalty: 3081.342529
	Iteration 23Q: 3 clusters Score -1641405 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1641684.875000 Penalty: 3081.342529
	Iteration 24Q: 3 clusters Score -1641685 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1641938.625000 Penalty: 3081.342529
	Iteration 25Q: 3 clusters Score -1641939 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1642164.875000 Penalty: 3081.342529
	Iteration 26Q: 3 clusters Score -1642165 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1642347.750000 Penalty: 3081.342529
	Iteration 27Q: 3 clusters Score -1642348 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1642495.875000 Penalty: 3081.342529
	Iteration 28Q: 3 clusters Score -1642496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1642568.000000 Penalty: 3081.342529
	Iteration 29Q: 3 clusters Score -1642568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1642632.250000 Penalty: 3081.342529
	Iteration 30Q: 3 clusters Score -1642632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1642679.625000 Penalty: 3081.342529
	Iteration 31Q: 3 clusters Score -1642680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1642706.375000 Penalty: 3081.342529
	Iteration 32Q: 3 clusters Score -1642706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1642717.500000 Penalty: 3081.342529
	Iteration 33Q: 3 clusters Score -1642718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1642725.125000 Penalty: 3081.342529
	Iteration 34Q: 3 clusters Score -1642725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1642726.500000 Penalty: 3081.342529
	Iteration 35Q: 3 clusters Score -1642726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1642726.125000 Penalty: 3081.342529
	Iteration 36Q: 3 clusters Score -1642726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1642728.000000 Penalty: 3081.342529
	Iteration 37Q: 3 clusters Score -1642728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1642728.000000 Penalty: 3081.342529
	Iteration 38F: 3 clusters Score -1642728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Entering Unmasked Estep 
Score: -9564877.000000 Penalty: 1817.763916
	Iteration 0F: 2 clusters Score -9564877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -9518631.000000 Penalty: 3635.527832
	Iteration 0F: 3 clusters Score -9518631 nChanged 34175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -9538211.000000 Penalty: 3635.527832
	Iteration 1F: 3 clusters Score -9538211 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -9538843.000000 Penalty: 3635.527832
	Iteration 2Q: 3 clusters Score -9538843 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -9539936.000000 Penalty: 3635.527832
	Iteration 3Q: 3 clusters Score -9539936 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -9541679.000000 Penalty: 3635.527832
	Iteration 4F: 3 clusters Score -9541679 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -9544535.000000 Penalty: 3635.527832
	Iteration 5F: 3 clusters Score -9544535 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -9548578.000000 Penalty: 3635.527832
	Iteration 6F: 3 clusters Score -9548578 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -9553390.000000 Penalty: 3635.527832
	Iteration 7F: 3 clusters Score -9553390 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -9557700.000000 Penalty: 3635.527832
	Iteration 8F: 3 clusters Score -9557700 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -9560560.000000 Penalty: 3635.527832
	Iteration 9Q: 3 clusters Score -9560560 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -9562024.000000 Penalty: 3635.527832
	Iteration 10Q: 3 clusters Score -9562024 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9562650.000000 Penalty: 3635.527832
	Iteration 11Q: 3 clusters Score -9562650 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -9562956.000000 Penalty: 3635.527832
	Iteration 12Q: 3 clusters Score -9562956 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -9563164.000000 Penalty: 3635.527832
	Iteration 13Q: 3 clusters Score -9563164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -9563251.000000 Penalty: 3635.527832
	Iteration 14Q: 3 clusters Score -9563251 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -9563315.000000 Penalty: 3635.527832
	Iteration 15Q: 3 clusters Score -9563315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -9563370.000000 Penalty: 3635.527832
	Iteration 16Q: 3 clusters Score -9563370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -9563401.000000 Penalty: 3635.527832
	Iteration 17Q: 3 clusters Score -9563401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -9563430.000000 Penalty: 3635.527832
	Iteration 18Q: 3 clusters Score -9563430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -9563448.000000 Penalty: 3635.527832
	Iteration 19Q: 3 clusters Score -9563448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -9563478.000000 Penalty: 3635.527832
	Iteration 20F: 3 clusters Score -9563478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -9563495.000000 Penalty: 3635.527832
	Iteration 21Q: 3 clusters Score -9563495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -9563513.000000 Penalty: 3635.527832
	Iteration 22Q: 3 clusters Score -9563513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -9563541.000000 Penalty: 3635.527832
	Iteration 23Q: 3 clusters Score -9563541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -9563538.000000 Penalty: 3635.527832
	Iteration 24Q: 3 clusters Score -9563538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -9563551.000000 Penalty: 3635.527832
	Iteration 25Q: 3 clusters Score -9563551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -9563566.000000 Penalty: 3635.527832
	Iteration 26Q: 3 clusters Score -9563566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -9563578.000000 Penalty: 3635.527832
	Iteration 27Q: 3 clusters Score -9563578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -9563578.000000 Penalty: 3635.527832
	Iteration 28Q: 3 clusters Score -9563578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -9563582.000000 Penalty: 3635.527832
	Iteration 29Q: 3 clusters Score -9563582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -9563582.000000 Penalty: 3635.527832
	Iteration 30Q: 3 clusters Score -9563582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -9563582.000000 Penalty: 3635.527832
	Iteration 31Q: 3 clusters Score -9563582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -9563578.000000 Penalty: 3635.527832
	Iteration 32Q: 3 clusters Score -9563578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -9563562.000000 Penalty: 3635.527832
	Iteration 33Q: 3 clusters Score -9563562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -9563562.000000 Penalty: 3635.527832
	Iteration 34F: 3 clusters Score -9563562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -342485.968750 Penalty: 1283.129395
	Iteration 0F: 2 clusters Score -342486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -339934.500000 Penalty: 2566.258789
	Iteration 0F: 3 clusters Score -339934.5 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -340558.593750 Penalty: 2566.258789
	Iteration 1F: 3 clusters Score -340558.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -340691.312500 Penalty: 2566.258789
	Iteration 2F: 3 clusters Score -340691.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -340772.343750 Penalty: 2566.258789
	Iteration 3F: 3 clusters Score -340772.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -340816.968750 Penalty: 2566.258789
	Iteration 4Q: 3 clusters Score -340817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -340849.187500 Penalty: 2566.258789
	Iteration 5Q: 3 clusters Score -340849.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -340872.593750 Penalty: 2566.258789
	Iteration 6Q: 3 clusters Score -340872.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -340893.437500 Penalty: 2566.258789
	Iteration 7Q: 3 clusters Score -340893.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -340912.875000 Penalty: 2566.258789
	Iteration 8Q: 3 clusters Score -340912.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -340929.468750 Penalty: 2566.258789
	Iteration 9Q: 3 clusters Score -340929.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -340948.062500 Penalty: 2566.258789
	Iteration 10Q: 3 clusters Score -340948.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -340969.531250 Penalty: 2566.258789
	Iteration 11Q: 3 clusters Score -340969.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -340995.406250 Penalty: 2566.258789
	Iteration 12Q: 3 clusters Score -340995.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -341023.468750 Penalty: 2566.258789
	Iteration 13Q: 3 clusters Score -341023.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -341053.062500 Penalty: 2566.258789
	Iteration 14Q: 3 clusters Score -341053.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -341082.500000 Penalty: 2566.258789
	Iteration 15Q: 3 clusters Score -341082.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -341112.875000 Penalty: 2566.258789
	Iteration 16Q: 3 clusters Score -341112.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -341152.125000 Penalty: 2566.258789
	Iteration 17Q: 3 clusters Score -341152.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -341189.562500 Penalty: 2566.258789
	Iteration 18Q: 3 clusters Score -341189.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -341224.750000 Penalty: 2566.258789
	Iteration 19Q: 3 clusters Score -341224.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -341254.156250 Penalty: 2566.258789
	Iteration 20F: 3 clusters Score -341254.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -341282.031250 Penalty: 2566.258789
	Iteration 21Q: 3 clusters Score -341282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -341306.031250 Penalty: 2566.258789
	Iteration 22Q: 3 clusters Score -341306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -341333.187500 Penalty: 2566.258789
	Iteration 23Q: 3 clusters Score -341333.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -341352.437500 Penalty: 2566.258789
	Iteration 24Q: 3 clusters Score -341352.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -341364.187500 Penalty: 2566.258789
	Iteration 25Q: 3 clusters Score -341364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -341373.187500 Penalty: 2566.258789
	Iteration 26Q: 3 clusters Score -341373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -341379.781250 Penalty: 2566.258789
	Iteration 27Q: 3 clusters Score -341379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -341386.562500 Penalty: 2566.258789
	Iteration 28Q: 3 clusters Score -341386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -341390.937500 Penalty: 2566.258789
	Iteration 29Q: 3 clusters Score -341390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -341394.406250 Penalty: 2566.258789
	Iteration 30Q: 3 clusters Score -341394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -341397.843750 Penalty: 2566.258789
	Iteration 31Q: 3 clusters Score -341397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -341402.125000 Penalty: 2566.258789
	Iteration 32Q: 3 clusters Score -341402.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -341407.750000 Penalty: 2566.258789
	Iteration 33Q: 3 clusters Score -341407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -341409.687500 Penalty: 2566.258789
	Iteration 34Q: 3 clusters Score -341409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -341412.031250 Penalty: 2566.258789
	Iteration 35Q: 3 clusters Score -341412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -341412.218750 Penalty: 2566.258789
	Iteration 36Q: 3 clusters Score -341412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -341412.437500 Penalty: 2566.258789
	Iteration 37Q: 3 clusters Score -341412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -341413.187500 Penalty: 2566.258789
	Iteration 38Q: 3 clusters Score -341413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -341413.375000 Penalty: 2566.258789
	Iteration 39Q: 3 clusters Score -341413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -341413.375000 Penalty: 2566.258789
	Iteration 40F: 3 clusters Score -341413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Entering Unmasked Estep 
Score: -1028886.875000 Penalty: 1455.260376
	Iteration 0F: 2 clusters Score -1028887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1023087.250000 Penalty: 2910.520752
	Iteration 0F: 3 clusters Score -1023087 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1024795.375000 Penalty: 2910.520752
	Iteration 1F: 3 clusters Score -1024795 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1024997.437500 Penalty: 2910.520752
	Iteration 2F: 3 clusters Score -1024997 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1025167.875000 Penalty: 2910.520752
	Iteration 3Q: 3 clusters Score -1025168 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1025296.937500 Penalty: 2910.520752
	Iteration 4Q: 3 clusters Score -1025297 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1025408.937500 Penalty: 2910.520752
	Iteration 5Q: 3 clusters Score -1025409 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1025516.125000 Penalty: 2910.520752
	Iteration 6Q: 3 clusters Score -1025516 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1025643.937500 Penalty: 2910.520752
	Iteration 7Q: 3 clusters Score -1025644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1025824.500000 Penalty: 2910.520752
	Iteration 8Q: 3 clusters Score -1025824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1026097.312500 Penalty: 2910.520752
	Iteration 9Q: 3 clusters Score -1026097 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1026392.937500 Penalty: 2910.520752
	Iteration 10Q: 3 clusters Score -1026393 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1026684.937500 Penalty: 2910.520752
	Iteration 11Q: 3 clusters Score -1026685 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1026951.500000 Penalty: 2910.520752
	Iteration 12Q: 3 clusters Score -1026952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1027154.500000 Penalty: 2910.520752
	Iteration 13Q: 3 clusters Score -1027154 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1027286.875000 Penalty: 2910.520752
	Iteration 14Q: 3 clusters Score -1027287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1027375.562500 Penalty: 2910.520752
	Iteration 15Q: 3 clusters Score -1027376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1027438.187500 Penalty: 2910.520752
	Iteration 16Q: 3 clusters Score -1027438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1027484.375000 Penalty: 2910.520752
	Iteration 17Q: 3 clusters Score -1027484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1027536.687500 Penalty: 2910.520752
	Iteration 18Q: 3 clusters Score -1027537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1027567.312500 Penalty: 2910.520752
	Iteration 19Q: 3 clusters Score -1027567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1027583.375000 Penalty: 2910.520752
	Iteration 20F: 3 clusters Score -1027583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1027591.750000 Penalty: 2910.520752
	Iteration 21Q: 3 clusters Score -1027592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1027601.250000 Penalty: 2910.520752
	Iteration 22Q: 3 clusters Score -1027601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1027609.500000 Penalty: 2910.520752
	Iteration 23Q: 3 clusters Score -1027610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1027613.125000 Penalty: 2910.520752
	Iteration 24Q: 3 clusters Score -1027613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1027618.625000 Penalty: 2910.520752
	Iteration 25Q: 3 clusters Score -1027619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1027622.437500 Penalty: 2910.520752
	Iteration 26Q: 3 clusters Score -1027622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1027622.687500 Penalty: 2910.520752
	Iteration 27Q: 3 clusters Score -1027623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1027625.250000 Penalty: 2910.520752
	Iteration 28Q: 3 clusters Score -1027625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1027626.125000 Penalty: 2910.520752
	Iteration 29Q: 3 clusters Score -1027626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1027625.875000 Penalty: 2910.520752
	Iteration 30Q: 3 clusters Score -1027626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1027630.125000 Penalty: 2910.520752
	Iteration 31Q: 3 clusters Score -1027630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1027632.625000 Penalty: 2910.520752
	Iteration 32Q: 3 clusters Score -1027633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1027635.187500 Penalty: 2910.520752
	Iteration 33Q: 3 clusters Score -1027635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1027635.187500 Penalty: 2910.520752
	Iteration 34F: 3 clusters Score -1027635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6838.520020 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6838.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6945.496094 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -6945.496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7070.750977 Penalty: 1558.631958
	Iteration 2Q: 3 clusters Score -7070.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7070.750977 Penalty: 1558.631958
	Iteration 3F: 3 clusters Score -7070.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Entering Unmasked Estep 
Score: -613187.062500 Penalty: 1376.935791
	Iteration 0F: 2 clusters Score -613187.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -609340.375000 Penalty: 2753.871582
	Iteration 0F: 3 clusters Score -609340.4 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -610407.375000 Penalty: 2753.871582
	Iteration 1F: 3 clusters Score -610407.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -610634.187500 Penalty: 2753.871582
	Iteration 2F: 3 clusters Score -610634.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -610800.250000 Penalty: 2753.871582
	Iteration 3F: 3 clusters Score -610800.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -610952.687500 Penalty: 2753.871582
	Iteration 4F: 3 clusters Score -610952.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -611083.625000 Penalty: 2753.871582
	Iteration 5Q: 3 clusters Score -611083.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -611223.437500 Penalty: 2753.871582
	Iteration 6Q: 3 clusters Score -611223.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -611368.062500 Penalty: 2753.871582
	Iteration 7Q: 3 clusters Score -611368.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -611508.812500 Penalty: 2753.871582
	Iteration 8Q: 3 clusters Score -611508.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -611623.437500 Penalty: 2753.871582
	Iteration 9Q: 3 clusters Score -611623.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -611710.062500 Penalty: 2753.871582
	Iteration 10Q: 3 clusters Score -611710.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -611772.437500 Penalty: 2753.871582
	Iteration 11Q: 3 clusters Score -611772.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -611821.375000 Penalty: 2753.871582
	Iteration 12Q: 3 clusters Score -611821.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -611855.562500 Penalty: 2753.871582
	Iteration 13Q: 3 clusters Score -611855.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -611882.250000 Penalty: 2753.871582
	Iteration 14Q: 3 clusters Score -611882.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -611905.375000 Penalty: 2753.871582
	Iteration 15Q: 3 clusters Score -611905.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -611923.500000 Penalty: 2753.871582
	Iteration 16Q: 3 clusters Score -611923.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -611939.312500 Penalty: 2753.871582
	Iteration 17Q: 3 clusters Score -611939.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -611948.187500 Penalty: 2753.871582
	Iteration 18Q: 3 clusters Score -611948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -611957.437500 Penalty: 2753.871582
	Iteration 19Q: 3 clusters Score -611957.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -611962.687500 Penalty: 2753.871582
	Iteration 20F: 3 clusters Score -611962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -611967.500000 Penalty: 2753.871582
	Iteration 21Q: 3 clusters Score -611967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -611971.562500 Penalty: 2753.871582
	Iteration 22Q: 3 clusters Score -611971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -611975.375000 Penalty: 2753.871582
	Iteration 23Q: 3 clusters Score -611975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -611976.875000 Penalty: 2753.871582
	Iteration 24Q: 3 clusters Score -611976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -611977.750000 Penalty: 2753.871582
	Iteration 25Q: 3 clusters Score -611977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -611980.750000 Penalty: 2753.871582
	Iteration 26Q: 3 clusters Score -611980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -611982.062500 Penalty: 2753.871582
	Iteration 27Q: 3 clusters Score -611982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -611983.062500 Penalty: 2753.871582
	Iteration 28Q: 3 clusters Score -611983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -611983.250000 Penalty: 2753.871582
	Iteration 29Q: 3 clusters Score -611983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -611983.562500 Penalty: 2753.871582
	Iteration 30Q: 3 clusters Score -611983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -611983.750000 Penalty: 2753.871582
	Iteration 31Q: 3 clusters Score -611983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -611983.625000 Penalty: 2753.871582
	Iteration 32Q: 3 clusters Score -611983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -611984.437500 Penalty: 2753.871582
	Iteration 33Q: 3 clusters Score -611984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -611984.625000 Penalty: 2753.871582
	Iteration 34Q: 3 clusters Score -611984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -611984.625000 Penalty: 2753.871582
	Iteration 35F: 3 clusters Score -611984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (87893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Entering Unmasked Estep 
Score: -11617397.000000 Penalty: 1849.879883
	Iteration 0F: 2 clusters Score -1.16174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -11562200.000000 Penalty: 3699.759766
	Iteration 0F: 3 clusters Score -1.15622e+07 nChanged 41977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -11586653.000000 Penalty: 3699.759766
	Iteration 1F: 3 clusters Score -1.158665e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -11587497.000000 Penalty: 3699.759766
	Iteration 2Q: 3 clusters Score -1.15875e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -11588599.000000 Penalty: 3699.759766
	Iteration 3Q: 3 clusters Score -1.15886e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -11590198.000000 Penalty: 3699.759766
	Iteration 4Q: 3 clusters Score -1.15902e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -11592584.000000 Penalty: 3699.759766
	Iteration 5F: 3 clusters Score -1.159258e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -11596539.000000 Penalty: 3699.759766
	Iteration 6F: 3 clusters Score -1.159654e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -11601652.000000 Penalty: 3699.759766
	Iteration 7F: 3 clusters Score -1.160165e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -11606598.000000 Penalty: 3699.759766
	Iteration 8F: 3 clusters Score -1.16066e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -11610198.000000 Penalty: 3699.759766
	Iteration 9F: 3 clusters Score -1.16102e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -11612523.000000 Penalty: 3699.759766
	Iteration 10Q: 3 clusters Score -1.161252e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -11613981.000000 Penalty: 3699.759766
	Iteration 11Q: 3 clusters Score -1.161398e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11614771.000000 Penalty: 3699.759766
	Iteration 12Q: 3 clusters Score -1.161477e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11615164.000000 Penalty: 3699.759766
	Iteration 13Q: 3 clusters Score -1.161516e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11615414.000000 Penalty: 3699.759766
	Iteration 14Q: 3 clusters Score -1.161541e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11615559.000000 Penalty: 3699.759766
	Iteration 15Q: 3 clusters Score -1.161556e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11615660.000000 Penalty: 3699.759766
	Iteration 16Q: 3 clusters Score -1.161566e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11615714.000000 Penalty: 3699.759766
	Iteration 17Q: 3 clusters Score -1.161571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11615746.000000 Penalty: 3699.759766
	Iteration 18Q: 3 clusters Score -1.161575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11615763.000000 Penalty: 3699.759766
	Iteration 19Q: 3 clusters Score -1.161576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11615781.000000 Penalty: 3699.759766
	Iteration 20F: 3 clusters Score -1.161578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11615781.000000 Penalty: 3699.759766
	Iteration 21Q: 3 clusters Score -1.161578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11615783.000000 Penalty: 3699.759766
	Iteration 22Q: 3 clusters Score -1.161578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11615799.000000 Penalty: 3699.759766
	Iteration 23Q: 3 clusters Score -1.16158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11615788.000000 Penalty: 3699.759766
	Iteration 24Q: 3 clusters Score -1.161579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11615799.000000 Penalty: 3699.759766
	Iteration 25Q: 3 clusters Score -1.16158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11615802.000000 Penalty: 3699.759766
	Iteration 26Q: 3 clusters Score -1.16158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11615802.000000 Penalty: 3699.759766
	Iteration 27Q: 3 clusters Score -1.16158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11615813.000000 Penalty: 3699.759766
	Iteration 28Q: 3 clusters Score -1.161581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11615815.000000 Penalty: 3699.759766
	Iteration 29Q: 3 clusters Score -1.161582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11615820.000000 Penalty: 3699.759766
	Iteration 30Q: 3 clusters Score -1.161582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11615828.000000 Penalty: 3699.759766
	Iteration 31Q: 3 clusters Score -1.161583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11615830.000000 Penalty: 3699.759766
	Iteration 32Q: 3 clusters Score -1.161583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11615830.000000 Penalty: 3699.759766
	Iteration 33F: 3 clusters Score -1.161583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Entering Unmasked Estep 
Score: -4886602.500000 Penalty: 1708.350586
	Iteration 0F: 2 clusters Score -4886602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4862012.500000 Penalty: 3416.701172
	Iteration 0F: 3 clusters Score -4862012 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4871592.500000 Penalty: 3416.701172
	Iteration 1F: 3 clusters Score -4871592 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4872034.000000 Penalty: 3416.701172
	Iteration 2Q: 3 clusters Score -4872034 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -4872650.500000 Penalty: 3416.701172
	Iteration 3Q: 3 clusters Score -4872650 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4873535.000000 Penalty: 3416.701172
	Iteration 4F: 3 clusters Score -4873535 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4874980.000000 Penalty: 3416.701172
	Iteration 5F: 3 clusters Score -4874980 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -4877216.000000 Penalty: 3416.701172
	Iteration 6F: 3 clusters Score -4877216 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4880055.000000 Penalty: 3416.701172
	Iteration 7F: 3 clusters Score -4880055 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4882604.000000 Penalty: 3416.701172
	Iteration 8F: 3 clusters Score -4882604 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4884110.000000 Penalty: 3416.701172
	Iteration 9Q: 3 clusters Score -4884110 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4884744.500000 Penalty: 3416.701172
	Iteration 10Q: 3 clusters Score -4884744 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4884940.000000 Penalty: 3416.701172
	Iteration 11Q: 3 clusters Score -4884940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4884996.000000 Penalty: 3416.701172
	Iteration 12Q: 3 clusters Score -4884996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4885033.000000 Penalty: 3416.701172
	Iteration 13Q: 3 clusters Score -4885033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4885047.500000 Penalty: 3416.701172
	Iteration 14Q: 3 clusters Score -4885048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4885051.000000 Penalty: 3416.701172
	Iteration 15Q: 3 clusters Score -4885051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -4885058.000000 Penalty: 3416.701172
	Iteration 16Q: 3 clusters Score -4885058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4885060.500000 Penalty: 3416.701172
	Iteration 17Q: 3 clusters Score -4885060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4885063.500000 Penalty: 3416.701172
	Iteration 18Q: 3 clusters Score -4885064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4885064.500000 Penalty: 3416.701172
	Iteration 19Q: 3 clusters Score -4885064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4885070.500000 Penalty: 3416.701172
	Iteration 20F: 3 clusters Score -4885070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -235851.718750 Penalty: 1224.398926
	Iteration 0F: 2 clusters Score -235851.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233819.687500 Penalty: 2448.797852
	Iteration 0F: 3 clusters Score -233819.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -234225.218750 Penalty: 2448.797852
	Iteration 1F: 3 clusters Score -234225.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234339.671875 Penalty: 2448.797852
	Iteration 2F: 3 clusters Score -234339.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -234405.640625 Penalty: 2448.797852
	Iteration 3F: 3 clusters Score -234405.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -234451.312500 Penalty: 2448.797852
	Iteration 4Q: 3 clusters Score -234451.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -234480.375000 Penalty: 2448.797852
	Iteration 5Q: 3 clusters Score -234480.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234506.296875 Penalty: 2448.797852
	Iteration 6Q: 3 clusters Score -234506.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -234533.500000 Penalty: 2448.797852
	Iteration 7Q: 3 clusters Score -234533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -234554.234375 Penalty: 2448.797852
	Iteration 8Q: 3 clusters Score -234554.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -234565.203125 Penalty: 2448.797852
	Iteration 9Q: 3 clusters Score -234565.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234578.328125 Penalty: 2448.797852
	Iteration 10Q: 3 clusters Score -234578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -234593.328125 Penalty: 2448.797852
	Iteration 11Q: 3 clusters Score -234593.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -234609.531250 Penalty: 2448.797852
	Iteration 12Q: 3 clusters Score -234609.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -234622.281250 Penalty: 2448.797852
	Iteration 13Q: 3 clusters Score -234622.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -234631.140625 Penalty: 2448.797852
	Iteration 14Q: 3 clusters Score -234631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -234635.046875 Penalty: 2448.797852
	Iteration 15Q: 3 clusters Score -234635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -234638.468750 Penalty: 2448.797852
	Iteration 16Q: 3 clusters Score -234638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234643.125000 Penalty: 2448.797852
	Iteration 17Q: 3 clusters Score -234643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -234645.031250 Penalty: 2448.797852
	Iteration 18Q: 3 clusters Score -234645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234650.937500 Penalty: 2448.797852
	Iteration 19Q: 3 clusters Score -234650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -234654.640625 Penalty: 2448.797852
	Iteration 20F: 3 clusters Score -234654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -234660.171875 Penalty: 2448.797852
	Iteration 21Q: 3 clusters Score -234660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -234662.546875 Penalty: 2448.797852
	Iteration 22Q: 3 clusters Score -234662.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -234666.203125 Penalty: 2448.797852
	Iteration 23Q: 3 clusters Score -234666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -234670.593750 Penalty: 2448.797852
	Iteration 24Q: 3 clusters Score -234670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -234675.390625 Penalty: 2448.797852
	Iteration 25Q: 3 clusters Score -234675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -234677.265625 Penalty: 2448.797852
	Iteration 26Q: 3 clusters Score -234677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -234680.515625 Penalty: 2448.797852
	Iteration 27Q: 3 clusters Score -234680.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -234682.593750 Penalty: 2448.797852
	Iteration 28Q: 3 clusters Score -234682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -234683.484375 Penalty: 2448.797852
	Iteration 29Q: 3 clusters Score -234683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -234683.968750 Penalty: 2448.797852
	Iteration 30Q: 3 clusters Score -234684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -234684.390625 Penalty: 2448.797852
	Iteration 31Q: 3 clusters Score -234684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -234685.437500 Penalty: 2448.797852
	Iteration 32Q: 3 clusters Score -234685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -234685.984375 Penalty: 2448.797852
	Iteration 33Q: 3 clusters Score -234686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -234686.109375 Penalty: 2448.797852
	Iteration 34Q: 3 clusters Score -234686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -234686.515625 Penalty: 2448.797852
	Iteration 35Q: 3 clusters Score -234686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -234690.000000 Penalty: 2448.797852
	Iteration 36Q: 3 clusters Score -234690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -234692.890625 Penalty: 2448.797852
	Iteration 37Q: 3 clusters Score -234692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -234695.546875 Penalty: 2448.797852
	Iteration 38Q: 3 clusters Score -234695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -234697.671875 Penalty: 2448.797852
	Iteration 39Q: 3 clusters Score -234697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -234700.187500 Penalty: 2448.797852
	Iteration 40F: 3 clusters Score -234700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -234702.156250 Penalty: 2448.797852
	Iteration 41Q: 3 clusters Score -234702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -234704.843750 Penalty: 2448.797852
	Iteration 42Q: 3 clusters Score -234704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -234706.265625 Penalty: 2448.797852
	Iteration 43Q: 3 clusters Score -234706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -234707.859375 Penalty: 2448.797852
	Iteration 44Q: 3 clusters Score -234707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -234709.343750 Penalty: 2448.797852
	Iteration 45Q: 3 clusters Score -234709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -234709.359375 Penalty: 2448.797852
	Iteration 46Q: 3 clusters Score -234709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -234709.359375 Penalty: 2448.797852
	Iteration 47F: 3 clusters Score -234709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -411969.843750 Penalty: 1307.979980
	Iteration 0F: 2 clusters Score -411969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -409141.937500 Penalty: 2615.959961
	Iteration 0F: 3 clusters Score -409141.9 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -409838.812500 Penalty: 2615.959961
	Iteration 1F: 3 clusters Score -409838.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -409991.093750 Penalty: 2615.959961
	Iteration 2F: 3 clusters Score -409991.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -410094.437500 Penalty: 2615.959961
	Iteration 3Q: 3 clusters Score -410094.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -410176.218750 Penalty: 2615.959961
	Iteration 4Q: 3 clusters Score -410176.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -410255.750000 Penalty: 2615.959961
	Iteration 5Q: 3 clusters Score -410255.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -410336.156250 Penalty: 2615.959961
	Iteration 6Q: 3 clusters Score -410336.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -410398.750000 Penalty: 2615.959961
	Iteration 7Q: 3 clusters Score -410398.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -410455.781250 Penalty: 2615.959961
	Iteration 8Q: 3 clusters Score -410455.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -410492.062500 Penalty: 2615.959961
	Iteration 9Q: 3 clusters Score -410492.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -410520.500000 Penalty: 2615.959961
	Iteration 10Q: 3 clusters Score -410520.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -410544.125000 Penalty: 2615.959961
	Iteration 11Q: 3 clusters Score -410544.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -410569.343750 Penalty: 2615.959961
	Iteration 12Q: 3 clusters Score -410569.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -410606.031250 Penalty: 2615.959961
	Iteration 13Q: 3 clusters Score -410606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -410632.593750 Penalty: 2615.959961
	Iteration 14Q: 3 clusters Score -410632.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410649.343750 Penalty: 2615.959961
	Iteration 15Q: 3 clusters Score -410649.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -410663.312500 Penalty: 2615.959961
	Iteration 16Q: 3 clusters Score -410663.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -410675.750000 Penalty: 2615.959961
	Iteration 17Q: 3 clusters Score -410675.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -410688.781250 Penalty: 2615.959961
	Iteration 18Q: 3 clusters Score -410688.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -410697.968750 Penalty: 2615.959961
	Iteration 19Q: 3 clusters Score -410698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -410708.406250 Penalty: 2615.959961
	Iteration 20F: 3 clusters Score -410708.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -410716.406250 Penalty: 2615.959961
	Iteration 21Q: 3 clusters Score -410716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -410723.406250 Penalty: 2615.959961
	Iteration 22Q: 3 clusters Score -410723.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410733.656250 Penalty: 2615.959961
	Iteration 23Q: 3 clusters Score -410733.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -410743.281250 Penalty: 2615.959961
	Iteration 24Q: 3 clusters Score -410743.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -410752.875000 Penalty: 2615.959961
	Iteration 25Q: 3 clusters Score -410752.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -410759.468750 Penalty: 2615.959961
	Iteration 26Q: 3 clusters Score -410759.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -410764.531250 Penalty: 2615.959961
	Iteration 27Q: 3 clusters Score -410764.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -410769.937500 Penalty: 2615.959961
	Iteration 28Q: 3 clusters Score -410769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -410772.718750 Penalty: 2615.959961
	Iteration 29Q: 3 clusters Score -410772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -410777.062500 Penalty: 2615.959961
	Iteration 30Q: 3 clusters Score -410777.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -410780.625000 Penalty: 2615.959961
	Iteration 31Q: 3 clusters Score -410780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -410782.968750 Penalty: 2615.959961
	Iteration 32Q: 3 clusters Score -410783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410786.406250 Penalty: 2615.959961
	Iteration 33Q: 3 clusters Score -410786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410788.062500 Penalty: 2615.959961
	Iteration 34Q: 3 clusters Score -410788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -410788.218750 Penalty: 2615.959961
	Iteration 35Q: 3 clusters Score -410788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -410788.625000 Penalty: 2615.959961
	Iteration 36Q: 3 clusters Score -410788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -410790.093750 Penalty: 2615.959961
	Iteration 37Q: 3 clusters Score -410790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -410791.593750 Penalty: 2615.959961
	Iteration 38Q: 3 clusters Score -410791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -410791.593750 Penalty: 2615.959961
	Iteration 39F: 3 clusters Score -410791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (55831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Entering Unmasked Estep 
Score: -7327420.000000 Penalty: 1776.138672
	Iteration 0F: 2 clusters Score -7327420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7290259.500000 Penalty: 3552.277344
	Iteration 0F: 3 clusters Score -7290260 nChanged 26305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -7305304.000000 Penalty: 3552.277344
	Iteration 1F: 3 clusters Score -7305304 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -7306059.500000 Penalty: 3552.277344
	Iteration 2Q: 3 clusters Score -7306060 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -7307313.000000 Penalty: 3552.277344
	Iteration 3Q: 3 clusters Score -7307313 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -7309224.500000 Penalty: 3552.277344
	Iteration 4F: 3 clusters Score -7309224 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -7312150.000000 Penalty: 3552.277344
	Iteration 5F: 3 clusters Score -7312150 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -7315707.500000 Penalty: 3552.277344
	Iteration 6F: 3 clusters Score -7315708 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -7319368.000000 Penalty: 3552.277344
	Iteration 7F: 3 clusters Score -7319368 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7322260.500000 Penalty: 3552.277344
	Iteration 8F: 3 clusters Score -7322260 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7324041.500000 Penalty: 3552.277344
	Iteration 9Q: 3 clusters Score -7324042 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7324951.500000 Penalty: 3552.277344
	Iteration 10Q: 3 clusters Score -7324952 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7325398.000000 Penalty: 3552.277344
	Iteration 11Q: 3 clusters Score -7325398 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7325589.000000 Penalty: 3552.277344
	Iteration 12Q: 3 clusters Score -7325589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7325699.000000 Penalty: 3552.277344
	Iteration 13Q: 3 clusters Score -7325699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7325754.000000 Penalty: 3552.277344
	Iteration 14Q: 3 clusters Score -7325754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7325790.000000 Penalty: 3552.277344
	Iteration 15Q: 3 clusters Score -7325790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7325817.000000 Penalty: 3552.277344
	Iteration 16Q: 3 clusters Score -7325817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7325840.500000 Penalty: 3552.277344
	Iteration 17Q: 3 clusters Score -7325840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7325835.000000 Penalty: 3552.277344
	Iteration 18Q: 3 clusters Score -7325835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7325836.000000 Penalty: 3552.277344
	Iteration 19Q: 3 clusters Score -7325836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7325841.000000 Penalty: 3552.277344
	Iteration 20F: 3 clusters Score -7325841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7325843.500000 Penalty: 3552.277344
	Iteration 21Q: 3 clusters Score -7325844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7325840.500000 Penalty: 3552.277344
	Iteration 22Q: 3 clusters Score -7325840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7325840.500000 Penalty: 3552.277344
	Iteration 23F: 3 clusters Score -7325840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Entering Unmasked Estep 
Score: -2121105.000000 Penalty: 1573.714722
	Iteration 0F: 2 clusters Score -2121105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2110091.500000 Penalty: 3147.429443
	Iteration 0F: 3 clusters Score -2110092 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2114090.500000 Penalty: 3147.429443
	Iteration 1F: 3 clusters Score -2114090 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2114597.500000 Penalty: 3147.429443
	Iteration 2F: 3 clusters Score -2114598 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2115218.500000 Penalty: 3147.429443
	Iteration 3F: 3 clusters Score -2115218 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2115879.000000 Penalty: 3147.429443
	Iteration 4F: 3 clusters Score -2115879 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2116611.750000 Penalty: 3147.429443
	Iteration 5F: 3 clusters Score -2116612 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2117459.000000 Penalty: 3147.429443
	Iteration 6F: 3 clusters Score -2117459 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2118451.500000 Penalty: 3147.429443
	Iteration 7F: 3 clusters Score -2118452 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2119327.750000 Penalty: 3147.429443
	Iteration 8F: 3 clusters Score -2119328 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2119919.750000 Penalty: 3147.429443
	Iteration 9F: 3 clusters Score -2119920 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2120255.750000 Penalty: 3147.429443
	Iteration 10Q: 3 clusters Score -2120256 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2120435.250000 Penalty: 3147.429443
	Iteration 11Q: 3 clusters Score -2120435 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2120527.750000 Penalty: 3147.429443
	Iteration 12Q: 3 clusters Score -2120528 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2120595.750000 Penalty: 3147.429443
	Iteration 13Q: 3 clusters Score -2120596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2120619.750000 Penalty: 3147.429443
	Iteration 14Q: 3 clusters Score -2120620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2120652.250000 Penalty: 3147.429443
	Iteration 15Q: 3 clusters Score -2120652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2120669.250000 Penalty: 3147.429443
	Iteration 16Q: 3 clusters Score -2120669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2120682.250000 Penalty: 3147.429443
	Iteration 17Q: 3 clusters Score -2120682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2120694.500000 Penalty: 3147.429443
	Iteration 18Q: 3 clusters Score -2120694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2120699.750000 Penalty: 3147.429443
	Iteration 19Q: 3 clusters Score -2120700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2120705.250000 Penalty: 3147.429443
	Iteration 20F: 3 clusters Score -2120705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2120712.500000 Penalty: 3147.429443
	Iteration 21Q: 3 clusters Score -2120712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2120715.250000 Penalty: 3147.429443
	Iteration 22Q: 3 clusters Score -2120715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2120718.250000 Penalty: 3147.429443
	Iteration 23Q: 3 clusters Score -2120718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2120723.750000 Penalty: 3147.429443
	Iteration 24Q: 3 clusters Score -2120724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2120721.750000 Penalty: 3147.429443
	Iteration 25Q: 3 clusters Score -2120722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2120722.750000 Penalty: 3147.429443
	Iteration 26Q: 3 clusters Score -2120723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2120729.000000 Penalty: 3147.429443
	Iteration 27Q: 3 clusters Score -2120729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2120728.750000 Penalty: 3147.429443
	Iteration 28Q: 3 clusters Score -2120729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2120733.250000 Penalty: 3147.429443
	Iteration 29Q: 3 clusters Score -2120733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2120731.750000 Penalty: 3147.429443
	Iteration 30Q: 3 clusters Score -2120732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2120733.750000 Penalty: 3147.429443
	Iteration 31Q: 3 clusters Score -2120734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2120729.000000 Penalty: 3147.429443
	Iteration 32Q: 3 clusters Score -2120729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2120732.000000 Penalty: 3147.429443
	Iteration 33Q: 3 clusters Score -2120732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2120735.000000 Penalty: 3147.429443
	Iteration 34Q: 3 clusters Score -2120735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2120736.250000 Penalty: 3147.429443
	Iteration 35Q: 3 clusters Score -2120736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2120737.250000 Penalty: 3147.429443
	Iteration 36Q: 3 clusters Score -2120737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2120739.000000 Penalty: 3147.429443
	Iteration 37Q: 3 clusters Score -2120739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2120739.250000 Penalty: 3147.429443
	Iteration 38Q: 3 clusters Score -2120739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2120738.250000 Penalty: 3147.429443
	Iteration 39Q: 3 clusters Score -2120738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2120739.250000 Penalty: 3147.429443
	Iteration 40F: 3 clusters Score -2120739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2120741.000000 Penalty: 3147.429443
	Iteration 41Q: 3 clusters Score -2120741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2120747.000000 Penalty: 3147.429443
	Iteration 42Q: 3 clusters Score -2120747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2120746.750000 Penalty: 3147.429443
	Iteration 43Q: 3 clusters Score -2120747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2120745.750000 Penalty: 3147.429443
	Iteration 44Q: 3 clusters Score -2120746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2120751.250000 Penalty: 3147.429443
	Iteration 45Q: 3 clusters Score -2120751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2120754.250000 Penalty: 3147.429443
	Iteration 46Q: 3 clusters Score -2120754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2120752.000000 Penalty: 3147.429443
	Iteration 47Q: 3 clusters Score -2120752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2120752.250000 Penalty: 3147.429443
	Iteration 48Q: 3 clusters Score -2120752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2120750.750000 Penalty: 3147.429443
	Iteration 49Q: 3 clusters Score -2120751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2120754.000000 Penalty: 3147.429443
	Iteration 50Q: 3 clusters Score -2120754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2120751.500000 Penalty: 3147.429443
	Iteration 51Q: 3 clusters Score -2120752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2120755.250000 Penalty: 3147.429443
	Iteration 52Q: 3 clusters Score -2120755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2120756.000000 Penalty: 3147.429443
	Iteration 53Q: 3 clusters Score -2120756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2120752.250000 Penalty: 3147.429443
	Iteration 54Q: 3 clusters Score -2120752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2120757.250000 Penalty: 3147.429443
	Iteration 55Q: 3 clusters Score -2120757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2120758.000000 Penalty: 3147.429443
	Iteration 56Q: 3 clusters Score -2120758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2120761.250000 Penalty: 3147.429443
	Iteration 57Q: 3 clusters Score -2120761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2120765.500000 Penalty: 3147.429443
	Iteration 58Q: 3 clusters Score -2120766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2120766.250000 Penalty: 3147.429443
	Iteration 59Q: 3 clusters Score -2120766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2120764.000000 Penalty: 3147.429443
	Iteration 60F: 3 clusters Score -2120764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2120764.250000 Penalty: 3147.429443
	Iteration 61Q: 3 clusters Score -2120764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2120766.250000 Penalty: 3147.429443
	Iteration 62Q: 3 clusters Score -2120766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2120765.500000 Penalty: 3147.429443
	Iteration 63Q: 3 clusters Score -2120766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2120766.750000 Penalty: 3147.429443
	Iteration 64Q: 3 clusters Score -2120767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2120764.250000 Penalty: 3147.429443
	Iteration 65Q: 3 clusters Score -2120764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2120766.500000 Penalty: 3147.429443
	Iteration 66Q: 3 clusters Score -2120766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2120767.750000 Penalty: 3147.429443
	Iteration 67Q: 3 clusters Score -2120768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2120768.750000 Penalty: 3147.429443
	Iteration 68Q: 3 clusters Score -2120769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2120769.500000 Penalty: 3147.429443
	Iteration 69Q: 3 clusters Score -2120770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2120772.000000 Penalty: 3147.429443
	Iteration 70Q: 3 clusters Score -2120772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2120771.250000 Penalty: 3147.429443
	Iteration 71Q: 3 clusters Score -2120771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2120773.500000 Penalty: 3147.429443
	Iteration 72Q: 3 clusters Score -2120774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2120773.500000 Penalty: 3147.429443
	Iteration 73Q: 3 clusters Score -2120774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2120775.000000 Penalty: 3147.429443
	Iteration 74Q: 3 clusters Score -2120775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2120773.750000 Penalty: 3147.429443
	Iteration 75Q: 3 clusters Score -2120774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2120776.500000 Penalty: 3147.429443
	Iteration 76Q: 3 clusters Score -2120776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2120777.750000 Penalty: 3147.429443
	Iteration 77Q: 3 clusters Score -2120778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2120779.500000 Penalty: 3147.429443
	Iteration 78Q: 3 clusters Score -2120780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2120781.750000 Penalty: 3147.429443
	Iteration 79Q: 3 clusters Score -2120782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2120781.500000 Penalty: 3147.429443
	Iteration 80F: 3 clusters Score -2120782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2120778.500000 Penalty: 3147.429443
	Iteration 81Q: 3 clusters Score -2120778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2120781.750000 Penalty: 3147.429443
	Iteration 82Q: 3 clusters Score -2120782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2120785.000000 Penalty: 3147.429443
	Iteration 83Q: 3 clusters Score -2120785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2120788.000000 Penalty: 3147.429443
	Iteration 84Q: 3 clusters Score -2120788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2120785.500000 Penalty: 3147.429443
	Iteration 85Q: 3 clusters Score -2120786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2120788.750000 Penalty: 3147.429443
	Iteration 86Q: 3 clusters Score -2120789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2120789.250000 Penalty: 3147.429443
	Iteration 87Q: 3 clusters Score -2120789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2120788.750000 Penalty: 3147.429443
	Iteration 88Q: 3 clusters Score -2120789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2120789.750000 Penalty: 3147.429443
	Iteration 89Q: 3 clusters Score -2120790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2120788.250000 Penalty: 3147.429443
	Iteration 90Q: 3 clusters Score -2120788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2120790.500000 Penalty: 3147.429443
	Iteration 91Q: 3 clusters Score -2120790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2120788.750000 Penalty: 3147.429443
	Iteration 92Q: 3 clusters Score -2120789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2120794.500000 Penalty: 3147.429443
	Iteration 93Q: 3 clusters Score -2120794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2120793.000000 Penalty: 3147.429443
	Iteration 94Q: 3 clusters Score -2120793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2120796.750000 Penalty: 3147.429443
	Iteration 95Q: 3 clusters Score -2120797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2120798.750000 Penalty: 3147.429443
	Iteration 96Q: 3 clusters Score -2120799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2120798.750000 Penalty: 3147.429443
	Iteration 97Q: 3 clusters Score -2120799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2120802.500000 Penalty: 3147.429443
	Iteration 98Q: 3 clusters Score -2120802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2120801.000000 Penalty: 3147.429443
	Iteration 99Q: 3 clusters Score -2120801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2120799.500000 Penalty: 3147.429443
	Iteration 100F: 3 clusters Score -2120800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2120802.000000 Penalty: 3147.429443
	Iteration 101Q: 3 clusters Score -2120802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2120805.500000 Penalty: 3147.429443
	Iteration 102Q: 3 clusters Score -2120806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2120807.500000 Penalty: 3147.429443
	Iteration 103Q: 3 clusters Score -2120808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2120809.250000 Penalty: 3147.429443
	Iteration 104Q: 3 clusters Score -2120809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2120807.500000 Penalty: 3147.429443
	Iteration 105Q: 3 clusters Score -2120808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2120806.750000 Penalty: 3147.429443
	Iteration 106Q: 3 clusters Score -2120807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2120808.500000 Penalty: 3147.429443
	Iteration 107Q: 3 clusters Score -2120808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2120807.750000 Penalty: 3147.429443
	Iteration 108Q: 3 clusters Score -2120808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2120808.750000 Penalty: 3147.429443
	Iteration 109Q: 3 clusters Score -2120809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2120808.250000 Penalty: 3147.429443
	Iteration 110Q: 3 clusters Score -2120808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2120807.750000 Penalty: 3147.429443
	Iteration 111Q: 3 clusters Score -2120808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2120806.250000 Penalty: 3147.429443
	Iteration 112Q: 3 clusters Score -2120806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2120805.750000 Penalty: 3147.429443
	Iteration 113Q: 3 clusters Score -2120806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2120809.000000 Penalty: 3147.429443
	Iteration 114Q: 3 clusters Score -2120809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2120808.000000 Penalty: 3147.429443
	Iteration 115Q: 3 clusters Score -2120808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2120806.000000 Penalty: 3147.429443
	Iteration 116Q: 3 clusters Score -2120806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2120805.500000 Penalty: 3147.429443
	Iteration 117Q: 3 clusters Score -2120806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2120807.500000 Penalty: 3147.429443
	Iteration 118Q: 3 clusters Score -2120808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2120807.750000 Penalty: 3147.429443
	Iteration 119Q: 3 clusters Score -2120808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2120806.000000 Penalty: 3147.429443
	Iteration 120F: 3 clusters Score -2120806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2120804.750000 Penalty: 3147.429443
	Iteration 121Q: 3 clusters Score -2120805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2120804.750000 Penalty: 3147.429443
	Iteration 122F: 3 clusters Score -2120805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (76905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76905 members 
Entering Unmasked Estep 
Score: -10199769.000000 Penalty: 1828.177979
	Iteration 0F: 2 clusters Score -1.019977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -10151557.000000 Penalty: 3656.355957
	Iteration 0F: 3 clusters Score -1.015156e+07 nChanged 36477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -10172302.000000 Penalty: 3656.355957
	Iteration 1F: 3 clusters Score -1.01723e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -10172992.000000 Penalty: 3656.355957
	Iteration 2Q: 3 clusters Score -1.017299e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -10173630.000000 Penalty: 3656.355957
	Iteration 3Q: 3 clusters Score -1.017363e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -10174386.000000 Penalty: 3656.355957
	Iteration 4Q: 3 clusters Score -1.017439e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -10175174.000000 Penalty: 3656.355957
	Iteration 5Q: 3 clusters Score -1.017517e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -10176028.000000 Penalty: 3656.355957
	Iteration 6Q: 3 clusters Score -1.017603e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -10177090.000000 Penalty: 3656.355957
	Iteration 7Q: 3 clusters Score -1.017709e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -10178242.000000 Penalty: 3656.355957
	Iteration 8Q: 3 clusters Score -1.017824e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -10179967.000000 Penalty: 3656.355957
	Iteration 9Q: 3 clusters Score -1.017997e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -10182315.000000 Penalty: 3656.355957
	Iteration 10Q: 3 clusters Score -1.018232e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -10185163.000000 Penalty: 3656.355957
	Iteration 11F: 3 clusters Score -1.018516e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -10187936.000000 Penalty: 3656.355957
	Iteration 12F: 3 clusters Score -1.018794e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -10189909.000000 Penalty: 3656.355957
	Iteration 13Q: 3 clusters Score -1.018991e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -10191274.000000 Penalty: 3656.355957
	Iteration 14Q: 3 clusters Score -1.019127e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -10192490.000000 Penalty: 3656.355957
	Iteration 15Q: 3 clusters Score -1.019249e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -10193664.000000 Penalty: 3656.355957
	Iteration 16Q: 3 clusters Score -1.019366e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -10194825.000000 Penalty: 3656.355957
	Iteration 17Q: 3 clusters Score -1.019482e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -10195965.000000 Penalty: 3656.355957
	Iteration 18Q: 3 clusters Score -1.019596e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -10197117.000000 Penalty: 3656.355957
	Iteration 19Q: 3 clusters Score -1.019712e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -10198065.000000 Penalty: 3656.355957
	Iteration 20F: 3 clusters Score -1.019806e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -10198910.000000 Penalty: 3656.355957
	Iteration 21Q: 3 clusters Score -1.019891e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -10199388.000000 Penalty: 3656.355957
	Iteration 22Q: 3 clusters Score -1.019939e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -10199727.000000 Penalty: 3656.355957
	Iteration 23Q: 3 clusters Score -1.019973e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -10199885.000000 Penalty: 3656.355957
	Iteration 24Q: 3 clusters Score -1.019988e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -10199994.000000 Penalty: 3656.355957
	Iteration 25Q: 3 clusters Score -1.019999e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -10200004.000000 Penalty: 3656.355957
	Iteration 26Q: 3 clusters Score -1.02e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -10200049.000000 Penalty: 3656.355957
	Iteration 27Q: 3 clusters Score -1.020005e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -10200096.000000 Penalty: 3656.355957
	Iteration 28Q: 3 clusters Score -1.02001e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -10200081.000000 Penalty: 3656.355957
	Iteration 29Q: 3 clusters Score -1.020008e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -10200082.000000 Penalty: 3656.355957
	Iteration 30Q: 3 clusters Score -1.020008e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -10200098.000000 Penalty: 3656.355957
	Iteration 31Q: 3 clusters Score -1.02001e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -10200100.000000 Penalty: 3656.355957
	Iteration 32Q: 3 clusters Score -1.02001e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -10200066.000000 Penalty: 3656.355957
	Iteration 33Q: 3 clusters Score -1.020007e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -10200077.000000 Penalty: 3656.355957
	Iteration 34Q: 3 clusters Score -1.020008e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -10200092.000000 Penalty: 3656.355957
	Iteration 35Q: 3 clusters Score -1.020009e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -10200080.000000 Penalty: 3656.355957
	Iteration 36Q: 3 clusters Score -1.020008e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -10200099.000000 Penalty: 3656.355957
	Iteration 37Q: 3 clusters Score -1.02001e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -10200099.000000 Penalty: 3656.355957
	Iteration 38Q: 3 clusters Score -1.02001e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -10200087.000000 Penalty: 3656.355957
	Iteration 39Q: 3 clusters Score -1.020009e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -10200079.000000 Penalty: 3656.355957
	Iteration 40F: 3 clusters Score -1.020008e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -10200099.000000 Penalty: 3656.355957
	Iteration 41Q: 3 clusters Score -1.02001e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -10200112.000000 Penalty: 3656.355957
	Iteration 42Q: 3 clusters Score -1.020011e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -10200103.000000 Penalty: 3656.355957
	Iteration 43Q: 3 clusters Score -1.02001e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -10200114.000000 Penalty: 3656.355957
	Iteration 44Q: 3 clusters Score -1.020011e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10200120.000000 Penalty: 3656.355957
	Iteration 45Q: 3 clusters Score -1.020012e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -10200136.000000 Penalty: 3656.355957
	Iteration 46Q: 3 clusters Score -1.020014e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -10200149.000000 Penalty: 3656.355957
	Iteration 47Q: 3 clusters Score -1.020015e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -10200081.000000 Penalty: 3656.355957
	Iteration 48Q: 3 clusters Score -1.020008e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -10200064.000000 Penalty: 3656.355957
	Iteration 49Q: 3 clusters Score -1.020006e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -10200059.000000 Penalty: 3656.355957
	Iteration 50Q: 3 clusters Score -1.020006e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -10200049.000000 Penalty: 3656.355957
	Iteration 51Q: 3 clusters Score -1.020005e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -10200015.000000 Penalty: 3656.355957
	Iteration 52Q: 3 clusters Score -1.020002e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -10199979.000000 Penalty: 3656.355957
	Iteration 53Q: 3 clusters Score -1.019998e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -10199991.000000 Penalty: 3656.355957
	Iteration 54Q: 3 clusters Score -1.019999e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -10199970.000000 Penalty: 3656.355957
	Iteration 55Q: 3 clusters Score -1.019997e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -10199987.000000 Penalty: 3656.355957
	Iteration 56Q: 3 clusters Score -1.019999e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -10199967.000000 Penalty: 3656.355957
	Iteration 57Q: 3 clusters Score -1.019997e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -10199966.000000 Penalty: 3656.355957
	Iteration 58Q: 3 clusters Score -1.019997e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -10199973.000000 Penalty: 3656.355957
	Iteration 59Q: 3 clusters Score -1.019997e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -10199940.000000 Penalty: 3656.355957
	Iteration 60F: 3 clusters Score -1.019994e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -10199949.000000 Penalty: 3656.355957
	Iteration 61Q: 3 clusters Score -1.019995e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -10199944.000000 Penalty: 3656.355957
	Iteration 62Q: 3 clusters Score -1.019994e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -10199936.000000 Penalty: 3656.355957
	Iteration 63Q: 3 clusters Score -1.019994e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -10199902.000000 Penalty: 3656.355957
	Iteration 64Q: 3 clusters Score -1.01999e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -10199867.000000 Penalty: 3656.355957
	Iteration 65Q: 3 clusters Score -1.019987e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -10199819.000000 Penalty: 3656.355957
	Iteration 66Q: 3 clusters Score -1.019982e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -10199849.000000 Penalty: 3656.355957
	Iteration 67Q: 3 clusters Score -1.019985e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -10199879.000000 Penalty: 3656.355957
	Iteration 68Q: 3 clusters Score -1.019988e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -10199901.000000 Penalty: 3656.355957
	Iteration 69Q: 3 clusters Score -1.01999e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -10199871.000000 Penalty: 3656.355957
	Iteration 70Q: 3 clusters Score -1.019987e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -10199919.000000 Penalty: 3656.355957
	Iteration 71Q: 3 clusters Score -1.019992e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -10199892.000000 Penalty: 3656.355957
	Iteration 72Q: 3 clusters Score -1.019989e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -10199943.000000 Penalty: 3656.355957
	Iteration 73Q: 3 clusters Score -1.019994e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -10199942.000000 Penalty: 3656.355957
	Iteration 74Q: 3 clusters Score -1.019994e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -10199922.000000 Penalty: 3656.355957
	Iteration 75Q: 3 clusters Score -1.019992e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -10199930.000000 Penalty: 3656.355957
	Iteration 76Q: 3 clusters Score -1.019993e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -10199933.000000 Penalty: 3656.355957
	Iteration 77Q: 3 clusters Score -1.019993e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -10199876.000000 Penalty: 3656.355957
	Iteration 78Q: 3 clusters Score -1.019988e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -10199902.000000 Penalty: 3656.355957
	Iteration 79Q: 3 clusters Score -1.01999e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -10199900.000000 Penalty: 3656.355957
	Iteration 80F: 3 clusters Score -1.01999e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -10199902.000000 Penalty: 3656.355957
	Iteration 81Q: 3 clusters Score -1.01999e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -10199890.000000 Penalty: 3656.355957
	Iteration 82Q: 3 clusters Score -1.019989e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -10199894.000000 Penalty: 3656.355957
	Iteration 83Q: 3 clusters Score -1.019989e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -10199899.000000 Penalty: 3656.355957
	Iteration 84Q: 3 clusters Score -1.01999e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -10199886.000000 Penalty: 3656.355957
	Iteration 85Q: 3 clusters Score -1.019989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -10199902.000000 Penalty: 3656.355957
	Iteration 86Q: 3 clusters Score -1.01999e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -10199912.000000 Penalty: 3656.355957
	Iteration 87Q: 3 clusters Score -1.019991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -10199905.000000 Penalty: 3656.355957
	Iteration 88Q: 3 clusters Score -1.01999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.01999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -10199902.000000 Penalty: 3656.355957
	Iteration 90Q: 3 clusters Score -1.01999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -10199903.000000 Penalty: 3656.355957
	Iteration 91Q: 3 clusters Score -1.01999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -10199897.000000 Penalty: 3656.355957
	Iteration 92Q: 3 clusters Score -1.01999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -10199891.000000 Penalty: 3656.355957
	Iteration 93Q: 3 clusters Score -1.019989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -10199878.000000 Penalty: 3656.355957
	Iteration 94Q: 3 clusters Score -1.019988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -10199895.000000 Penalty: 3656.355957
	Iteration 95Q: 3 clusters Score -1.01999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -10199897.000000 Penalty: 3656.355957
	Iteration 96Q: 3 clusters Score -1.01999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -10199889.000000 Penalty: 3656.355957
	Iteration 97Q: 3 clusters Score -1.019989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -10199891.000000 Penalty: 3656.355957
	Iteration 98Q: 3 clusters Score -1.019989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -10199886.000000 Penalty: 3656.355957
	Iteration 99Q: 3 clusters Score -1.019989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -10199898.000000 Penalty: 3656.355957
	Iteration 100F: 3 clusters Score -1.01999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -10199892.000000 Penalty: 3656.355957
	Iteration 101Q: 3 clusters Score -1.019989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -10199903.000000 Penalty: 3656.355957
	Iteration 102Q: 3 clusters Score -1.01999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -10199905.000000 Penalty: 3656.355957
	Iteration 103Q: 3 clusters Score -1.01999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -10199909.000000 Penalty: 3656.355957
	Iteration 104Q: 3 clusters Score -1.019991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -10199909.000000 Penalty: 3656.355957
	Iteration 105Q: 3 clusters Score -1.019991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -10199907.000000 Penalty: 3656.355957
	Iteration 106Q: 3 clusters Score -1.019991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -10199911.000000 Penalty: 3656.355957
	Iteration 107Q: 3 clusters Score -1.019991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -10199904.000000 Penalty: 3656.355957
	Iteration 108Q: 3 clusters Score -1.01999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -10199908.000000 Penalty: 3656.355957
	Iteration 109Q: 3 clusters Score -1.019991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -10199905.000000 Penalty: 3656.355957
	Iteration 110Q: 3 clusters Score -1.01999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -10199924.000000 Penalty: 3656.355957
	Iteration 111Q: 3 clusters Score -1.019992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.019991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -10199923.000000 Penalty: 3656.355957
	Iteration 113Q: 3 clusters Score -1.019992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -10199929.000000 Penalty: 3656.355957
	Iteration 114Q: 3 clusters Score -1.019993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -10199921.000000 Penalty: 3656.355957
	Iteration 115Q: 3 clusters Score -1.019992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -10199922.000000 Penalty: 3656.355957
	Iteration 116Q: 3 clusters Score -1.019992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -10199923.000000 Penalty: 3656.355957
	Iteration 117Q: 3 clusters Score -1.019992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -10199922.000000 Penalty: 3656.355957
	Iteration 118Q: 3 clusters Score -1.019992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -10199920.000000 Penalty: 3656.355957
	Iteration 119Q: 3 clusters Score -1.019992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -10199898.000000 Penalty: 3656.355957
	Iteration 120F: 3 clusters Score -1.01999e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.01999e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -10199893.000000 Penalty: 3656.355957
	Iteration 122Q: 3 clusters Score -1.019989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.01999e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -10199894.000000 Penalty: 3656.355957
	Iteration 124Q: 3 clusters Score -1.019989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -10199886.000000 Penalty: 3656.355957
	Iteration 125Q: 3 clusters Score -1.019989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -10199889.000000 Penalty: 3656.355957
	Iteration 126Q: 3 clusters Score -1.019989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -10199876.000000 Penalty: 3656.355957
	Iteration 127Q: 3 clusters Score -1.019988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -10199869.000000 Penalty: 3656.355957
	Iteration 128Q: 3 clusters Score -1.019987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10199879.000000 Penalty: 3656.355957
	Iteration 129Q: 3 clusters Score -1.019988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -10199882.000000 Penalty: 3656.355957
	Iteration 130Q: 3 clusters Score -1.019988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -10199880.000000 Penalty: 3656.355957
	Iteration 131Q: 3 clusters Score -1.019988e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -10199879.000000 Penalty: 3656.355957
	Iteration 132Q: 3 clusters Score -1.019988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -10199872.000000 Penalty: 3656.355957
	Iteration 133Q: 3 clusters Score -1.019987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -10199880.000000 Penalty: 3656.355957
	Iteration 134Q: 3 clusters Score -1.019988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -10199878.000000 Penalty: 3656.355957
	Iteration 135Q: 3 clusters Score -1.019988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -10199895.000000 Penalty: 3656.355957
	Iteration 136Q: 3 clusters Score -1.01999e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -10199914.000000 Penalty: 3656.355957
	Iteration 137Q: 3 clusters Score -1.019991e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -10199913.000000 Penalty: 3656.355957
	Iteration 138Q: 3 clusters Score -1.019991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.019991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -10199907.000000 Penalty: 3656.355957
	Iteration 140F: 3 clusters Score -1.019991e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -10199911.000000 Penalty: 3656.355957
	Iteration 141Q: 3 clusters Score -1.019991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -10199913.000000 Penalty: 3656.355957
	Iteration 142Q: 3 clusters Score -1.019991e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -10199916.000000 Penalty: 3656.355957
	Iteration 143Q: 3 clusters Score -1.019992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.019991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -10199919.000000 Penalty: 3656.355957
	Iteration 145Q: 3 clusters Score -1.019992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.019992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10199910.000000 Penalty: 3656.355957
	Iteration 147Q: 3 clusters Score -1.019991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -10199929.000000 Penalty: 3656.355957
	Iteration 148Q: 3 clusters Score -1.019993e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.019992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -10199926.000000 Penalty: 3656.355957
	Iteration 150Q: 3 clusters Score -1.019993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -10199925.000000 Penalty: 3656.355957
	Iteration 151Q: 3 clusters Score -1.019992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -10199918.000000 Penalty: 3656.355957
	Iteration 152Q: 3 clusters Score -1.019992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -10199901.000000 Penalty: 3656.355957
	Iteration 153Q: 3 clusters Score -1.01999e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -10199902.000000 Penalty: 3656.355957
	Iteration 154Q: 3 clusters Score -1.01999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.019991e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -10199917.000000 Penalty: 3656.355957
	Iteration 156Q: 3 clusters Score -1.019992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.019991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.01999e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -10199892.000000 Penalty: 3656.355957
	Iteration 159Q: 3 clusters Score -1.019989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -10199878.000000 Penalty: 3656.355957
	Iteration 160F: 3 clusters Score -1.019988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -10199872.000000 Penalty: 3656.355957
	Iteration 161Q: 3 clusters Score -1.019987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -10199882.000000 Penalty: 3656.355957
	Iteration 162Q: 3 clusters Score -1.019988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -10199858.000000 Penalty: 3656.355957
	Iteration 163Q: 3 clusters Score -1.019986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -10199846.000000 Penalty: 3656.355957
	Iteration 164Q: 3 clusters Score -1.019985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -10199853.000000 Penalty: 3656.355957
	Iteration 165Q: 3 clusters Score -1.019985e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -10199820.000000 Penalty: 3656.355957
	Iteration 166Q: 3 clusters Score -1.019982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -10199823.000000 Penalty: 3656.355957
	Iteration 167Q: 3 clusters Score -1.019982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -10199821.000000 Penalty: 3656.355957
	Iteration 168Q: 3 clusters Score -1.019982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -10199799.000000 Penalty: 3656.355957
	Iteration 169Q: 3 clusters Score -1.01998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -10199812.000000 Penalty: 3656.355957
	Iteration 170Q: 3 clusters Score -1.019981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -10199820.000000 Penalty: 3656.355957
	Iteration 171Q: 3 clusters Score -1.019982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -10199809.000000 Penalty: 3656.355957
	Iteration 172Q: 3 clusters Score -1.019981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -10199805.000000 Penalty: 3656.355957
	Iteration 173Q: 3 clusters Score -1.01998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -10199793.000000 Penalty: 3656.355957
	Iteration 174Q: 3 clusters Score -1.019979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -10199814.000000 Penalty: 3656.355957
	Iteration 175Q: 3 clusters Score -1.019981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -10199813.000000 Penalty: 3656.355957
	Iteration 176Q: 3 clusters Score -1.019981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -10199809.000000 Penalty: 3656.355957
	Iteration 177Q: 3 clusters Score -1.019981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -10199802.000000 Penalty: 3656.355957
	Iteration 178Q: 3 clusters Score -1.01998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -10199800.000000 Penalty: 3656.355957
	Iteration 179Q: 3 clusters Score -1.01998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -10199808.000000 Penalty: 3656.355957
	Iteration 180F: 3 clusters Score -1.019981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -10199826.000000 Penalty: 3656.355957
	Iteration 181Q: 3 clusters Score -1.019983e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -10199823.000000 Penalty: 3656.355957
	Iteration 182Q: 3 clusters Score -1.019982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -10199833.000000 Penalty: 3656.355957
	Iteration 183Q: 3 clusters Score -1.019983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -10199845.000000 Penalty: 3656.355957
	Iteration 184Q: 3 clusters Score -1.019984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -10199852.000000 Penalty: 3656.355957
	Iteration 185Q: 3 clusters Score -1.019985e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -10199882.000000 Penalty: 3656.355957
	Iteration 186Q: 3 clusters Score -1.019988e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -10199868.000000 Penalty: 3656.355957
	Iteration 187Q: 3 clusters Score -1.019987e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -10199904.000000 Penalty: 3656.355957
	Iteration 188Q: 3 clusters Score -1.01999e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -10199893.000000 Penalty: 3656.355957
	Iteration 189Q: 3 clusters Score -1.019989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -10199912.000000 Penalty: 3656.355957
	Iteration 190Q: 3 clusters Score -1.019991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -10199884.000000 Penalty: 3656.355957
	Iteration 191Q: 3 clusters Score -1.019988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -10199878.000000 Penalty: 3656.355957
	Iteration 192Q: 3 clusters Score -1.019988e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -10199889.000000 Penalty: 3656.355957
	Iteration 193Q: 3 clusters Score -1.019989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -10199882.000000 Penalty: 3656.355957
	Iteration 194Q: 3 clusters Score -1.019988e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -10199896.000000 Penalty: 3656.355957
	Iteration 195Q: 3 clusters Score -1.01999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -10199921.000000 Penalty: 3656.355957
	Iteration 196Q: 3 clusters Score -1.019992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -10199907.000000 Penalty: 3656.355957
	Iteration 197Q: 3 clusters Score -1.019991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -10199907.000000 Penalty: 3656.355957
	Iteration 198Q: 3 clusters Score -1.019991e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -10199897.000000 Penalty: 3656.355957
	Iteration 199Q: 3 clusters Score -1.01999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -10199888.000000 Penalty: 3656.355957
	Iteration 200F: 3 clusters Score -1.019989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -10199906.000000 Penalty: 3656.355957
	Iteration 201Q: 3 clusters Score -1.019991e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -10199917.000000 Penalty: 3656.355957
	Iteration 202Q: 3 clusters Score -1.019992e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -10199937.000000 Penalty: 3656.355957
	Iteration 203Q: 3 clusters Score -1.019994e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -10199932.000000 Penalty: 3656.355957
	Iteration 204Q: 3 clusters Score -1.019993e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10199919.000000 Penalty: 3656.355957
	Iteration 205Q: 3 clusters Score -1.019992e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -10199916.000000 Penalty: 3656.355957
	Iteration 206Q: 3 clusters Score -1.019992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -10199905.000000 Penalty: 3656.355957
	Iteration 207Q: 3 clusters Score -1.01999e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -10199909.000000 Penalty: 3656.355957
	Iteration 208Q: 3 clusters Score -1.019991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -10199918.000000 Penalty: 3656.355957
	Iteration 209Q: 3 clusters Score -1.019992e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -10199911.000000 Penalty: 3656.355957
	Iteration 210Q: 3 clusters Score -1.019991e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.01999e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -10199910.000000 Penalty: 3656.355957
	Iteration 212Q: 3 clusters Score -1.019991e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -10199865.000000 Penalty: 3656.355957
	Iteration 213Q: 3 clusters Score -1.019986e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -10199887.000000 Penalty: 3656.355957
	Iteration 214Q: 3 clusters Score -1.019989e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -10199837.000000 Penalty: 3656.355957
	Iteration 215Q: 3 clusters Score -1.019984e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -10199846.000000 Penalty: 3656.355957
	Iteration 216Q: 3 clusters Score -1.019985e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -10199874.000000 Penalty: 3656.355957
	Iteration 217Q: 3 clusters Score -1.019987e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -10199869.000000 Penalty: 3656.355957
	Iteration 218Q: 3 clusters Score -1.019987e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -10199863.000000 Penalty: 3656.355957
	Iteration 219Q: 3 clusters Score -1.019986e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -10199878.000000 Penalty: 3656.355957
	Iteration 220F: 3 clusters Score -1.019988e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -10199857.000000 Penalty: 3656.355957
	Iteration 221Q: 3 clusters Score -1.019986e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -10199850.000000 Penalty: 3656.355957
	Iteration 222Q: 3 clusters Score -1.019985e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -10199853.000000 Penalty: 3656.355957
	Iteration 223Q: 3 clusters Score -1.019985e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -10199889.000000 Penalty: 3656.355957
	Iteration 224Q: 3 clusters Score -1.019989e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -10199864.000000 Penalty: 3656.355957
	Iteration 225Q: 3 clusters Score -1.019986e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -10199822.000000 Penalty: 3656.355957
	Iteration 226Q: 3 clusters Score -1.019982e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.019979e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.019976e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -10199779.000000 Penalty: 3656.355957
	Iteration 229Q: 3 clusters Score -1.019978e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -10199736.000000 Penalty: 3656.355957
	Iteration 230Q: 3 clusters Score -1.019974e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -10199712.000000 Penalty: 3656.355957
	Iteration 231Q: 3 clusters Score -1.019971e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -10199714.000000 Penalty: 3656.355957
	Iteration 232Q: 3 clusters Score -1.019971e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.019969e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -10199673.000000 Penalty: 3656.355957
	Iteration 234Q: 3 clusters Score -1.019967e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.019967e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -10199676.000000 Penalty: 3656.355957
	Iteration 236Q: 3 clusters Score -1.019968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -10199672.000000 Penalty: 3656.355957
	Iteration 237Q: 3 clusters Score -1.019967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -10199655.000000 Penalty: 3656.355957
	Iteration 238Q: 3 clusters Score -1.019966e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -10199654.000000 Penalty: 3656.355957
	Iteration 239Q: 3 clusters Score -1.019965e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -10199645.000000 Penalty: 3656.355957
	Iteration 240F: 3 clusters Score -1.019964e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -10199629.000000 Penalty: 3656.355957
	Iteration 241Q: 3 clusters Score -1.019963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -10199639.000000 Penalty: 3656.355957
	Iteration 242Q: 3 clusters Score -1.019964e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -10199623.000000 Penalty: 3656.355957
	Iteration 243Q: 3 clusters Score -1.019962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -10199616.000000 Penalty: 3656.355957
	Iteration 244Q: 3 clusters Score -1.019962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -10199621.000000 Penalty: 3656.355957
	Iteration 245Q: 3 clusters Score -1.019962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -10199617.000000 Penalty: 3656.355957
	Iteration 246Q: 3 clusters Score -1.019962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -10199630.000000 Penalty: 3656.355957
	Iteration 247Q: 3 clusters Score -1.019963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -10199633.000000 Penalty: 3656.355957
	Iteration 248Q: 3 clusters Score -1.019963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -10199621.000000 Penalty: 3656.355957
	Iteration 249Q: 3 clusters Score -1.019962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -10199628.000000 Penalty: 3656.355957
	Iteration 250Q: 3 clusters Score -1.019963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -10199624.000000 Penalty: 3656.355957
	Iteration 251Q: 3 clusters Score -1.019962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -10199629.000000 Penalty: 3656.355957
	Iteration 252Q: 3 clusters Score -1.019963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -10199622.000000 Penalty: 3656.355957
	Iteration 253Q: 3 clusters Score -1.019962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -10199616.000000 Penalty: 3656.355957
	Iteration 254Q: 3 clusters Score -1.019962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -10199597.000000 Penalty: 3656.355957
	Iteration 255Q: 3 clusters Score -1.01996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -10199603.000000 Penalty: 3656.355957
	Iteration 256Q: 3 clusters Score -1.01996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -10199593.000000 Penalty: 3656.355957
	Iteration 257Q: 3 clusters Score -1.019959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -10199580.000000 Penalty: 3656.355957
	Iteration 258Q: 3 clusters Score -1.019958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -10199571.000000 Penalty: 3656.355957
	Iteration 259Q: 3 clusters Score -1.019957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -10199569.000000 Penalty: 3656.355957
	Iteration 260F: 3 clusters Score -1.019957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -10199564.000000 Penalty: 3656.355957
	Iteration 261Q: 3 clusters Score -1.019956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -10199563.000000 Penalty: 3656.355957
	Iteration 262Q: 3 clusters Score -1.019956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -10199555.000000 Penalty: 3656.355957
	Iteration 263Q: 3 clusters Score -1.019956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -10199555.000000 Penalty: 3656.355957
	Iteration 264Q: 3 clusters Score -1.019956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -10199557.000000 Penalty: 3656.355957
	Iteration 265Q: 3 clusters Score -1.019956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -10199566.000000 Penalty: 3656.355957
	Iteration 266Q: 3 clusters Score -1.019957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -10199563.000000 Penalty: 3656.355957
	Iteration 267Q: 3 clusters Score -1.019956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -10199573.000000 Penalty: 3656.355957
	Iteration 268Q: 3 clusters Score -1.019957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -10199577.000000 Penalty: 3656.355957
	Iteration 269Q: 3 clusters Score -1.019958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -10199576.000000 Penalty: 3656.355957
	Iteration 270Q: 3 clusters Score -1.019958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -10199581.000000 Penalty: 3656.355957
	Iteration 271Q: 3 clusters Score -1.019958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -10199578.000000 Penalty: 3656.355957
	Iteration 272Q: 3 clusters Score -1.019958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -10199582.000000 Penalty: 3656.355957
	Iteration 273Q: 3 clusters Score -1.019958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -10199571.000000 Penalty: 3656.355957
	Iteration 274Q: 3 clusters Score -1.019957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -10199558.000000 Penalty: 3656.355957
	Iteration 275Q: 3 clusters Score -1.019956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -10199578.000000 Penalty: 3656.355957
	Iteration 276Q: 3 clusters Score -1.019958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -10199578.000000 Penalty: 3656.355957
	Iteration 277Q: 3 clusters Score -1.019958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -10199579.000000 Penalty: 3656.355957
	Iteration 278Q: 3 clusters Score -1.019958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -10199583.000000 Penalty: 3656.355957
	Iteration 279Q: 3 clusters Score -1.019958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -10199576.000000 Penalty: 3656.355957
	Iteration 280F: 3 clusters Score -1.019958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -10199580.000000 Penalty: 3656.355957
	Iteration 281Q: 3 clusters Score -1.019958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -10199590.000000 Penalty: 3656.355957
	Iteration 282Q: 3 clusters Score -1.019959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -10199577.000000 Penalty: 3656.355957
	Iteration 283Q: 3 clusters Score -1.019958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -10199578.000000 Penalty: 3656.355957
	Iteration 284Q: 3 clusters Score -1.019958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -10199586.000000 Penalty: 3656.355957
	Iteration 285Q: 3 clusters Score -1.019959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -10199586.000000 Penalty: 3656.355957
	Iteration 286F: 3 clusters Score -1.019959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (90267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Entering Unmasked Estep 
Score: -11922671.000000 Penalty: 1854.210693
	Iteration 0F: 2 clusters Score -1.192267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -11872626.000000 Penalty: 3708.421387
	Iteration 0F: 3 clusters Score -1.187263e+07 nChanged 43260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -11898045.000000 Penalty: 3708.421387
	Iteration 1F: 3 clusters Score -1.189804e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -11899569.000000 Penalty: 3708.421387
	Iteration 2Q: 3 clusters Score -1.189957e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -11901951.000000 Penalty: 3708.421387
	Iteration 3Q: 3 clusters Score -1.190195e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -11905131.000000 Penalty: 3708.421387
	Iteration 4F: 3 clusters Score -1.190513e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -11909538.000000 Penalty: 3708.421387
	Iteration 5F: 3 clusters Score -1.190954e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -11915136.000000 Penalty: 3708.421387
	Iteration 6F: 3 clusters Score -1.191514e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -11920532.000000 Penalty: 3708.421387
	Iteration 7F: 3 clusters Score -1.192053e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -11923817.000000 Penalty: 3708.421387
	Iteration 8F: 3 clusters Score -1.192382e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -11925188.000000 Penalty: 3708.421387
	Iteration 9Q: 3 clusters Score -1.192519e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -11925798.000000 Penalty: 3708.421387
	Iteration 10Q: 3 clusters Score -1.19258e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -11926209.000000 Penalty: 3708.421387
	Iteration 11Q: 3 clusters Score -1.192621e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -11926407.000000 Penalty: 3708.421387
	Iteration 12Q: 3 clusters Score -1.192641e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -11926687.000000 Penalty: 3708.421387
	Iteration 13Q: 3 clusters Score -1.192669e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -11926933.000000 Penalty: 3708.421387
	Iteration 14Q: 3 clusters Score -1.192693e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -11927049.000000 Penalty: 3708.421387
	Iteration 15Q: 3 clusters Score -1.192705e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -11927165.000000 Penalty: 3708.421387
	Iteration 16Q: 3 clusters Score -1.192716e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -11927238.000000 Penalty: 3708.421387
	Iteration 17Q: 3 clusters Score -1.192724e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -11927267.000000 Penalty: 3708.421387
	Iteration 18Q: 3 clusters Score -1.192727e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -11927331.000000 Penalty: 3708.421387
	Iteration 19Q: 3 clusters Score -1.192733e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -11927348.000000 Penalty: 3708.421387
	Iteration 20F: 3 clusters Score -1.192735e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -11927350.000000 Penalty: 3708.421387
	Iteration 21Q: 3 clusters Score -1.192735e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -11927383.000000 Penalty: 3708.421387
	Iteration 22Q: 3 clusters Score -1.192738e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -11927399.000000 Penalty: 3708.421387
	Iteration 23Q: 3 clusters Score -1.19274e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -11927439.000000 Penalty: 3708.421387
	Iteration 24Q: 3 clusters Score -1.192744e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -11927434.000000 Penalty: 3708.421387
	Iteration 25Q: 3 clusters Score -1.192743e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -11927428.000000 Penalty: 3708.421387
	Iteration 26Q: 3 clusters Score -1.192743e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -11927433.000000 Penalty: 3708.421387
	Iteration 27Q: 3 clusters Score -1.192743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -11927441.000000 Penalty: 3708.421387
	Iteration 28Q: 3 clusters Score -1.192744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -11927454.000000 Penalty: 3708.421387
	Iteration 29Q: 3 clusters Score -1.192745e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -11927456.000000 Penalty: 3708.421387
	Iteration 30Q: 3 clusters Score -1.192746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -11927457.000000 Penalty: 3708.421387
	Iteration 31Q: 3 clusters Score -1.192746e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -11927484.000000 Penalty: 3708.421387
	Iteration 32Q: 3 clusters Score -1.192748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -11927452.000000 Penalty: 3708.421387
	Iteration 33Q: 3 clusters Score -1.192745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -11927472.000000 Penalty: 3708.421387
	Iteration 34Q: 3 clusters Score -1.192747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -11927480.000000 Penalty: 3708.421387
	Iteration 35Q: 3 clusters Score -1.192748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -11927475.000000 Penalty: 3708.421387
	Iteration 36Q: 3 clusters Score -1.192748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -11927480.000000 Penalty: 3708.421387
	Iteration 37Q: 3 clusters Score -1.192748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -11927465.000000 Penalty: 3708.421387
	Iteration 38Q: 3 clusters Score -1.192746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -11927467.000000 Penalty: 3708.421387
	Iteration 39Q: 3 clusters Score -1.192747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -11927483.000000 Penalty: 3708.421387
	Iteration 40F: 3 clusters Score -1.192748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -11927480.000000 Penalty: 3708.421387
	Iteration 41Q: 3 clusters Score -1.192748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -11927487.000000 Penalty: 3708.421387
	Iteration 42Q: 3 clusters Score -1.192749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -11927496.000000 Penalty: 3708.421387
	Iteration 43Q: 3 clusters Score -1.19275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -11927510.000000 Penalty: 3708.421387
	Iteration 44Q: 3 clusters Score -1.192751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -11927505.000000 Penalty: 3708.421387
	Iteration 45Q: 3 clusters Score -1.19275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -11927511.000000 Penalty: 3708.421387
	Iteration 46Q: 3 clusters Score -1.192751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -11927523.000000 Penalty: 3708.421387
	Iteration 47Q: 3 clusters Score -1.192752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -11927513.000000 Penalty: 3708.421387
	Iteration 48Q: 3 clusters Score -1.192751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -11927509.000000 Penalty: 3708.421387
	Iteration 49Q: 3 clusters Score -1.192751e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -11927509.000000 Penalty: 3708.421387
	Iteration 50Q: 3 clusters Score -1.192751e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -11927501.000000 Penalty: 3708.421387
	Iteration 51Q: 3 clusters Score -1.19275e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -11927508.000000 Penalty: 3708.421387
	Iteration 52Q: 3 clusters Score -1.192751e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -11927503.000000 Penalty: 3708.421387
	Iteration 53Q: 3 clusters Score -1.19275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -11927504.000000 Penalty: 3708.421387
	Iteration 54Q: 3 clusters Score -1.19275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -11927502.000000 Penalty: 3708.421387
	Iteration 55Q: 3 clusters Score -1.19275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -11927505.000000 Penalty: 3708.421387
	Iteration 56Q: 3 clusters Score -1.19275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -11927534.000000 Penalty: 3708.421387
	Iteration 57Q: 3 clusters Score -1.192753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -11927536.000000 Penalty: 3708.421387
	Iteration 58Q: 3 clusters Score -1.192754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -11927544.000000 Penalty: 3708.421387
	Iteration 59Q: 3 clusters Score -1.192754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -11927533.000000 Penalty: 3708.421387
	Iteration 60F: 3 clusters Score -1.192753e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -11927533.000000 Penalty: 3708.421387
	Iteration 61Q: 3 clusters Score -1.192753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -11927515.000000 Penalty: 3708.421387
	Iteration 62Q: 3 clusters Score -1.192752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -11927515.000000 Penalty: 3708.421387
	Iteration 63Q: 3 clusters Score -1.192752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -11927499.000000 Penalty: 3708.421387
	Iteration 64Q: 3 clusters Score -1.19275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -11927510.000000 Penalty: 3708.421387
	Iteration 65Q: 3 clusters Score -1.192751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -11927508.000000 Penalty: 3708.421387
	Iteration 66Q: 3 clusters Score -1.192751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -11927486.000000 Penalty: 3708.421387
	Iteration 67Q: 3 clusters Score -1.192749e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -11927469.000000 Penalty: 3708.421387
	Iteration 68Q: 3 clusters Score -1.192747e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -11927469.000000 Penalty: 3708.421387
	Iteration 69Q: 3 clusters Score -1.192747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -11927477.000000 Penalty: 3708.421387
	Iteration 70Q: 3 clusters Score -1.192748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -11927454.000000 Penalty: 3708.421387
	Iteration 71Q: 3 clusters Score -1.192745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -11927457.000000 Penalty: 3708.421387
	Iteration 72Q: 3 clusters Score -1.192746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -11927474.000000 Penalty: 3708.421387
	Iteration 73Q: 3 clusters Score -1.192747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -11927474.000000 Penalty: 3708.421387
	Iteration 74Q: 3 clusters Score -1.192747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -11927469.000000 Penalty: 3708.421387
	Iteration 75Q: 3 clusters Score -1.192747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -11927484.000000 Penalty: 3708.421387
	Iteration 76Q: 3 clusters Score -1.192748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -11927485.000000 Penalty: 3708.421387
	Iteration 77Q: 3 clusters Score -1.192748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -11927493.000000 Penalty: 3708.421387
	Iteration 78Q: 3 clusters Score -1.192749e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -11927508.000000 Penalty: 3708.421387
	Iteration 79Q: 3 clusters Score -1.192751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -11927506.000000 Penalty: 3708.421387
	Iteration 80F: 3 clusters Score -1.192751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -11927500.000000 Penalty: 3708.421387
	Iteration 81Q: 3 clusters Score -1.19275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -11927491.000000 Penalty: 3708.421387
	Iteration 82Q: 3 clusters Score -1.192749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -11927498.000000 Penalty: 3708.421387
	Iteration 83Q: 3 clusters Score -1.19275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -11927498.000000 Penalty: 3708.421387
	Iteration 84Q: 3 clusters Score -1.19275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -11927503.000000 Penalty: 3708.421387
	Iteration 85Q: 3 clusters Score -1.19275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -11927513.000000 Penalty: 3708.421387
	Iteration 86Q: 3 clusters Score -1.192751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -11927515.000000 Penalty: 3708.421387
	Iteration 87Q: 3 clusters Score -1.192752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -11927504.000000 Penalty: 3708.421387
	Iteration 88Q: 3 clusters Score -1.19275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -11927500.000000 Penalty: 3708.421387
	Iteration 89Q: 3 clusters Score -1.19275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -11927508.000000 Penalty: 3708.421387
	Iteration 90Q: 3 clusters Score -1.192751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -11927503.000000 Penalty: 3708.421387
	Iteration 91Q: 3 clusters Score -1.19275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -11927498.000000 Penalty: 3708.421387
	Iteration 92Q: 3 clusters Score -1.19275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -11927506.000000 Penalty: 3708.421387
	Iteration 93Q: 3 clusters Score -1.192751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -11927501.000000 Penalty: 3708.421387
	Iteration 94Q: 3 clusters Score -1.19275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -11927498.000000 Penalty: 3708.421387
	Iteration 95Q: 3 clusters Score -1.19275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -11927504.000000 Penalty: 3708.421387
	Iteration 96Q: 3 clusters Score -1.19275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -11927506.000000 Penalty: 3708.421387
	Iteration 97Q: 3 clusters Score -1.192751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -11927505.000000 Penalty: 3708.421387
	Iteration 98Q: 3 clusters Score -1.19275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -11927508.000000 Penalty: 3708.421387
	Iteration 99Q: 3 clusters Score -1.192751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -11927500.000000 Penalty: 3708.421387
	Iteration 100F: 3 clusters Score -1.19275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -11927504.000000 Penalty: 3708.421387
	Iteration 101Q: 3 clusters Score -1.19275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -11927504.000000 Penalty: 3708.421387
	Iteration 102F: 3 clusters Score -1.19275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 70461 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4420 members 
Mstep: Class 11 contains 34067 members 
Mstep: Class 12 contains 49007 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 31719 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 65307 members 
Mstep: Class 18 contains 53688 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 16103 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 58827 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 72131 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7750 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 87893 members 
Mstep: Class 33 contains 36788 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3131 members 
Mstep: Class 36 contains 55831 members 
Mstep: Class 37 contains 16065 members 
Mstep: Class 38 contains 76905 members 
Mstep: Class 39 contains 56200 members 
Mstep: Class 40 contains 72892 members 
Entering Unmasked Estep 
Score: -127780936.000000 Penalty: 89804.523438
Splitting cluster 39 changes total score from -127777416.000000 to -127780936.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 40 (72892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Entering Unmasked Estep 
Score: -9677216.000000 Penalty: 1819.469360
	Iteration 0F: 2 clusters Score -9677216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -9630679.000000 Penalty: 3638.938721
	Iteration 0F: 3 clusters Score -9630679 nChanged 34530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -9650009.000000 Penalty: 3638.938721
	Iteration 1F: 3 clusters Score -9650009 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -9650522.000000 Penalty: 3638.938721
	Iteration 2Q: 3 clusters Score -9650522 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -9651127.000000 Penalty: 3638.938721
	Iteration 3Q: 3 clusters Score -9651127 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -9652057.000000 Penalty: 3638.938721
	Iteration 4Q: 3 clusters Score -9652057 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -9653544.000000 Penalty: 3638.938721
	Iteration 5Q: 3 clusters Score -9653544 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9655940.000000 Penalty: 3638.938721
	Iteration 6F: 3 clusters Score -9655940 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -9659602.000000 Penalty: 3638.938721
	Iteration 7F: 3 clusters Score -9659602 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -9664567.000000 Penalty: 3638.938721
	Iteration 8F: 3 clusters Score -9664567 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -9669674.000000 Penalty: 3638.938721
	Iteration 9F: 3 clusters Score -9669674 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -9673095.000000 Penalty: 3638.938721
	Iteration 10F: 3 clusters Score -9673095 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -9674711.000000 Penalty: 3638.938721
	Iteration 11Q: 3 clusters Score -9674711 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -9675259.000000 Penalty: 3638.938721
	Iteration 12Q: 3 clusters Score -9675259 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -9675452.000000 Penalty: 3638.938721
	Iteration 13Q: 3 clusters Score -9675452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -9675532.000000 Penalty: 3638.938721
	Iteration 14Q: 3 clusters Score -9675532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -9675580.000000 Penalty: 3638.938721
	Iteration 15Q: 3 clusters Score -9675580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -9675607.000000 Penalty: 3638.938721
	Iteration 16Q: 3 clusters Score -9675607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9675624.000000 Penalty: 3638.938721
	Iteration 17Q: 3 clusters Score -9675624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -9675668.000000 Penalty: 3638.938721
	Iteration 18Q: 3 clusters Score -9675668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -9675671.000000 Penalty: 3638.938721
	Iteration 19Q: 3 clusters Score -9675671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -9675684.000000 Penalty: 3638.938721
	Iteration 20F: 3 clusters Score -9675684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9675681.000000 Penalty: 3638.938721
	Iteration 21Q: 3 clusters Score -9675681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9675681.000000 Penalty: 3638.938721
	Iteration 22F: 3 clusters Score -9675681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 70461 members 
Mstep: Class 7 contains 6726 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4420 members 
Mstep: Class 12 contains 49007 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 31719 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 65307 members 
Mstep: Class 18 contains 53688 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 16103 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 58827 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 72131 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7750 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 87893 members 
Mstep: Class 33 contains 36788 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3131 members 
Mstep: Class 36 contains 55831 members 
Mstep: Class 37 contains 16065 members 
Mstep: Class 38 contains 76905 members 
Mstep: Class 39 contains 56200 members 
Mstep: Class 40 contains 72892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783800.000000 Penalty: 89804.523438
Iteration 319Q: 41 clusters Score -1.277838e+08 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 70448 members 
Mstep: Class 7 contains 6721 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 49035 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 31625 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 65336 members 
Mstep: Class 18 contains 53907 members 
Mstep: Class 19 contains 15644 members 
Mstep: Class 20 contains 16041 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18393 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 5788 members 
Mstep: Class 25 contains 57648 members 
Mstep: Class 26 contains 13118 members 
Mstep: Class 27 contains 72717 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7764 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 87755 members 
Mstep: Class 33 contains 35870 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3119 members 
Mstep: Class 36 contains 54710 members 
Mstep: Class 37 contains 16025 members 
Mstep: Class 38 contains 77292 members 
Mstep: Class 39 contains 59494 members 
Mstep: Class 40 contains 73206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785888.000000 Penalty: 89804.523438
Iteration 320F: 41 clusters Score -1.277859e+08 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 70285 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 33391 members 
Mstep: Class 12 contains 49014 members 
Mstep: Class 13 contains 15516 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 31567 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 65307 members 
Mstep: Class 18 contains 54122 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 15962 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18382 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 5785 members 
Mstep: Class 25 contains 55778 members 
Mstep: Class 26 contains 13033 members 
Mstep: Class 27 contains 72208 members 
Mstep: Class 28 contains 2691 members 
Mstep: Class 29 contains 7778 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4785 members 
Mstep: Class 32 contains 87549 members 
Mstep: Class 33 contains 34945 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 53621 members 
Mstep: Class 37 contains 15971 members 
Mstep: Class 38 contains 77669 members 
Mstep: Class 39 contains 62114 members 
Mstep: Class 40 contains 74447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786880.000000 Penalty: 89804.523438
Iteration 321Q: 41 clusters Score -1.277869e+08 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 70235 members 
Mstep: Class 7 contains 6713 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 33614 members 
Mstep: Class 12 contains 48996 members 
Mstep: Class 13 contains 15506 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 31544 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 65333 members 
Mstep: Class 18 contains 54384 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 15889 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18382 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 5781 members 
Mstep: Class 25 contains 54226 members 
Mstep: Class 26 contains 12959 members 
Mstep: Class 27 contains 71737 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 7784 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4783 members 
Mstep: Class 32 contains 87267 members 
Mstep: Class 33 contains 34066 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 52993 members 
Mstep: Class 37 contains 15918 members 
Mstep: Class 38 contains 78022 members 
Mstep: Class 39 contains 64209 members 
Mstep: Class 40 contains 75588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787192.000000 Penalty: 89804.523438
Iteration 322Q: 41 clusters Score -1.277872e+08 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 70235 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 33472 members 
Mstep: Class 12 contains 49027 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 31499 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 65387 members 
Mstep: Class 18 contains 54737 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 15825 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18375 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 5778 members 
Mstep: Class 25 contains 52866 members 
Mstep: Class 26 contains 12884 members 
Mstep: Class 27 contains 71191 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 7784 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 86876 members 
Mstep: Class 33 contains 33281 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 52826 members 
Mstep: Class 37 contains 15873 members 
Mstep: Class 38 contains 78453 members 
Mstep: Class 39 contains 65895 members 
Mstep: Class 40 contains 76638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787464.000000 Penalty: 89804.523438
Iteration 323Q: 41 clusters Score -1.277875e+08 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 70276 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 33153 members 
Mstep: Class 12 contains 49054 members 
Mstep: Class 13 contains 15499 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 31517 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 65430 members 
Mstep: Class 18 contains 55126 members 
Mstep: Class 19 contains 15636 members 
Mstep: Class 20 contains 15772 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 5772 members 
Mstep: Class 25 contains 51625 members 
Mstep: Class 26 contains 12819 members 
Mstep: Class 27 contains 70591 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 7787 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 86430 members 
Mstep: Class 33 contains 32487 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 3101 members 
Mstep: Class 36 contains 52955 members 
Mstep: Class 37 contains 15823 members 
Mstep: Class 38 contains 78934 members 
Mstep: Class 39 contains 67337 members 
Mstep: Class 40 contains 77665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787368.000000 Penalty: 89804.523438
Iteration 324Q: 41 clusters Score -1.277874e+08 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 70374 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 32641 members 
Mstep: Class 12 contains 49050 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 31538 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 65507 members 
Mstep: Class 18 contains 55560 members 
Mstep: Class 19 contains 15642 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18375 members 
Mstep: Class 23 contains 2688 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 50525 members 
Mstep: Class 26 contains 12741 members 
Mstep: Class 27 contains 70029 members 
Mstep: Class 28 contains 2692 members 
Mstep: Class 29 contains 7795 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 85922 members 
Mstep: Class 33 contains 31753 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3096 members 
Mstep: Class 36 contains 53256 members 
Mstep: Class 37 contains 15783 members 
Mstep: Class 38 contains 79431 members 
Mstep: Class 39 contains 68556 members 
Mstep: Class 40 contains 78553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787088.000000 Penalty: 89804.523438
Iteration 325Q: 41 clusters Score -1.277871e+08 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 70503 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 32068 members 
Mstep: Class 12 contains 49086 members 
Mstep: Class 13 contains 15521 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 31621 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 65564 members 
Mstep: Class 18 contains 55928 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 15685 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18389 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 5753 members 
Mstep: Class 25 contains 49645 members 
Mstep: Class 26 contains 12680 members 
Mstep: Class 27 contains 69533 members 
Mstep: Class 28 contains 2691 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 85369 members 
Mstep: Class 33 contains 31009 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3089 members 
Mstep: Class 36 contains 53625 members 
Mstep: Class 37 contains 15741 members 
Mstep: Class 38 contains 80023 members 
Mstep: Class 39 contains 69460 members 
Mstep: Class 40 contains 79359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786376.000000 Penalty: 89804.523438
Iteration 326Q: 41 clusters Score -1.277864e+08 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 70663 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 31389 members 
Mstep: Class 12 contains 49086 members 
Mstep: Class 13 contains 15516 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 31744 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 65621 members 
Mstep: Class 18 contains 56378 members 
Mstep: Class 19 contains 15656 members 
Mstep: Class 20 contains 15659 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18389 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 5740 members 
Mstep: Class 25 contains 48855 members 
Mstep: Class 26 contains 12630 members 
Mstep: Class 27 contains 69094 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 7808 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 84709 members 
Mstep: Class 33 contains 30279 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3085 members 
Mstep: Class 36 contains 54020 members 
Mstep: Class 37 contains 15705 members 
Mstep: Class 38 contains 80588 members 
Mstep: Class 39 contains 70283 members 
Mstep: Class 40 contains 80202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786720.000000 Penalty: 89804.523438
Iteration 327Q: 41 clusters Score -1.277867e+08 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 70832 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 30710 members 
Mstep: Class 12 contains 49109 members 
Mstep: Class 13 contains 15494 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 31914 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 65637 members 
Mstep: Class 18 contains 56869 members 
Mstep: Class 19 contains 15663 members 
Mstep: Class 20 contains 15643 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18396 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 48179 members 
Mstep: Class 26 contains 12618 members 
Mstep: Class 27 contains 68606 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 7807 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 83976 members 
Mstep: Class 33 contains 29618 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 54376 members 
Mstep: Class 37 contains 15676 members 
Mstep: Class 38 contains 81224 members 
Mstep: Class 39 contains 70934 members 
Mstep: Class 40 contains 80996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786200.000000 Penalty: 89804.523438
Iteration 328Q: 41 clusters Score -1.277862e+08 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 71000 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 30083 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 15479 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 32074 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 65659 members 
Mstep: Class 18 contains 57370 members 
Mstep: Class 19 contains 15654 members 
Mstep: Class 20 contains 15627 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18436 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5719 members 
Mstep: Class 25 contains 47524 members 
Mstep: Class 26 contains 12619 members 
Mstep: Class 27 contains 68086 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4780 members 
Mstep: Class 32 contains 83252 members 
Mstep: Class 33 contains 28965 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3079 members 
Mstep: Class 36 contains 54686 members 
Mstep: Class 37 contains 15644 members 
Mstep: Class 38 contains 81748 members 
Mstep: Class 39 contains 71541 members 
Mstep: Class 40 contains 81830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786312.000000 Penalty: 89804.523438
Iteration 329Q: 41 clusters Score -1.277863e+08 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 71181 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 12813 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 29470 members 
Mstep: Class 12 contains 49252 members 
Mstep: Class 13 contains 15468 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 32168 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 17 contains 65695 members 
Mstep: Class 18 contains 57846 members 
Mstep: Class 19 contains 15652 members 
Mstep: Class 20 contains 15601 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18483 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5712 members 
Mstep: Class 25 contains 46970 members 
Mstep: Class 26 contains 12615 members 
Mstep: Class 27 contains 67484 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 82570 members 
Mstep: Class 33 contains 28355 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3079 members 
Mstep: Class 36 contains 54963 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 82247 members 
Mstep: Class 39 contains 72105 members 
Mstep: Class 40 contains 82713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786288.000000 Penalty: 89804.523438
Iteration 330Q: 41 clusters Score -1.277863e+08 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 71344 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 12820 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 28922 members 
Mstep: Class 12 contains 49310 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 32257 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 65645 members 
Mstep: Class 18 contains 58250 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 15577 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18518 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 46553 members 
Mstep: Class 26 contains 12603 members 
Mstep: Class 27 contains 66984 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7821 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 81968 members 
Mstep: Class 33 contains 27778 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3079 members 
Mstep: Class 36 contains 55190 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 82700 members 
Mstep: Class 39 contains 72585 members 
Mstep: Class 40 contains 83546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787008.000000 Penalty: 89804.523438
Iteration 331Q: 41 clusters Score -1.27787e+08 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 71521 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 12827 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 28429 members 
Mstep: Class 12 contains 49373 members 
Mstep: Class 13 contains 15442 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 32246 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 65619 members 
Mstep: Class 18 contains 58546 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 15553 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18555 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5685 members 
Mstep: Class 25 contains 46142 members 
Mstep: Class 26 contains 12594 members 
Mstep: Class 27 contains 66643 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7824 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 81546 members 
Mstep: Class 33 contains 27213 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3077 members 
Mstep: Class 36 contains 55392 members 
Mstep: Class 37 contains 15625 members 
Mstep: Class 38 contains 83032 members 
Mstep: Class 39 contains 73058 members 
Mstep: Class 40 contains 84281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786728.000000 Penalty: 89804.523438
Iteration 332Q: 41 clusters Score -1.277867e+08 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 71647 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 12824 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 27980 members 
Mstep: Class 12 contains 49427 members 
Mstep: Class 13 contains 15430 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 32195 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 17 contains 65615 members 
Mstep: Class 18 contains 58811 members 
Mstep: Class 19 contains 15674 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18598 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5673 members 
Mstep: Class 25 contains 45737 members 
Mstep: Class 26 contains 12569 members 
Mstep: Class 27 contains 66407 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 7827 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 81200 members 
Mstep: Class 33 contains 26678 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3077 members 
Mstep: Class 36 contains 55576 members 
Mstep: Class 37 contains 15619 members 
Mstep: Class 38 contains 83292 members 
Mstep: Class 39 contains 73537 members 
Mstep: Class 40 contains 84977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786952.000000 Penalty: 89804.523438
Iteration 333Q: 41 clusters Score -1.27787e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 71772 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 27552 members 
Mstep: Class 12 contains 49499 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 6321 members 
Mstep: Class 17 contains 65576 members 
Mstep: Class 18 contains 59005 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 15534 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18638 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 45309 members 
Mstep: Class 26 contains 12550 members 
Mstep: Class 27 contains 66208 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 80964 members 
Mstep: Class 33 contains 26083 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3077 members 
Mstep: Class 36 contains 55711 members 
Mstep: Class 37 contains 15610 members 
Mstep: Class 38 contains 83505 members 
Mstep: Class 39 contains 74065 members 
Mstep: Class 40 contains 85726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786776.000000 Penalty: 89804.523438
Iteration 334Q: 41 clusters Score -1.277868e+08 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7881 members 
Mstep: Class 6 contains 71905 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 12827 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 27175 members 
Mstep: Class 12 contains 49552 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 31935 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 65539 members 
Mstep: Class 18 contains 59146 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 15525 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18682 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5647 members 
Mstep: Class 25 contains 44891 members 
Mstep: Class 26 contains 12551 members 
Mstep: Class 27 contains 66116 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 7835 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 80826 members 
Mstep: Class 33 contains 25562 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3080 members 
Mstep: Class 36 contains 55778 members 
Mstep: Class 37 contains 15594 members 
Mstep: Class 38 contains 83681 members 
Mstep: Class 39 contains 74611 members 
Mstep: Class 40 contains 86391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786912.000000 Penalty: 89804.523438
Iteration 335Q: 41 clusters Score -1.277869e+08 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 6 contains 72048 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 12824 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 26886 members 
Mstep: Class 12 contains 49612 members 
Mstep: Class 13 contains 15358 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 31774 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 65487 members 
Mstep: Class 18 contains 59257 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18723 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 44467 members 
Mstep: Class 26 contains 12530 members 
Mstep: Class 27 contains 66121 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 80720 members 
Mstep: Class 33 contains 25075 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3080 members 
Mstep: Class 36 contains 55831 members 
Mstep: Class 37 contains 15570 members 
Mstep: Class 38 contains 83781 members 
Mstep: Class 39 contains 75081 members 
Mstep: Class 40 contains 86996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787128.000000 Penalty: 89804.523438
Iteration 336Q: 41 clusters Score -1.277871e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 72186 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 26676 members 
Mstep: Class 12 contains 49645 members 
Mstep: Class 13 contains 15343 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 31627 members 
Mstep: Class 16 contains 6308 members 
Mstep: Class 17 contains 65389 members 
Mstep: Class 18 contains 59348 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 15521 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18760 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5624 members 
Mstep: Class 25 contains 44020 members 
Mstep: Class 26 contains 12525 members 
Mstep: Class 27 contains 66194 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 7850 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 80615 members 
Mstep: Class 33 contains 24569 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3076 members 
Mstep: Class 36 contains 55892 members 
Mstep: Class 37 contains 15550 members 
Mstep: Class 38 contains 83844 members 
Mstep: Class 39 contains 75508 members 
Mstep: Class 40 contains 87643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787160.000000 Penalty: 89804.523438
Iteration 337Q: 41 clusters Score -1.277872e+08 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 72302 members 
Mstep: Class 7 contains 6642 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 26572 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 15330 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 31498 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 65345 members 
Mstep: Class 18 contains 59381 members 
Mstep: Class 19 contains 15684 members 
Mstep: Class 20 contains 15504 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18799 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 43605 members 
Mstep: Class 26 contains 12514 members 
Mstep: Class 27 contains 66356 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7860 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 80551 members 
Mstep: Class 33 contains 24067 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3071 members 
Mstep: Class 36 contains 55964 members 
Mstep: Class 37 contains 15528 members 
Mstep: Class 38 contains 83854 members 
Mstep: Class 39 contains 75803 members 
Mstep: Class 40 contains 88205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787440.000000 Penalty: 89804.523438
Iteration 338Q: 41 clusters Score -1.277874e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 72419 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 26505 members 
Mstep: Class 12 contains 49679 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 31326 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 65348 members 
Mstep: Class 18 contains 59441 members 
Mstep: Class 19 contains 15685 members 
Mstep: Class 20 contains 15498 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18847 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 43207 members 
Mstep: Class 26 contains 12498 members 
Mstep: Class 27 contains 66584 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7865 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 80508 members 
Mstep: Class 33 contains 23572 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 55987 members 
Mstep: Class 37 contains 15509 members 
Mstep: Class 38 contains 83824 members 
Mstep: Class 39 contains 76058 members 
Mstep: Class 40 contains 88740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787152.000000 Penalty: 89804.523438
Iteration 339Q: 41 clusters Score -1.277872e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 72501 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 26500 members 
Mstep: Class 12 contains 49683 members 
Mstep: Class 13 contains 15312 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 31172 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 65351 members 
Mstep: Class 18 contains 59471 members 
Mstep: Class 19 contains 15685 members 
Mstep: Class 20 contains 15479 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18891 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 42820 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 66796 members 
Mstep: Class 28 contains 2685 members 
Mstep: Class 29 contains 7864 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4781 members 
Mstep: Class 32 contains 80467 members 
Mstep: Class 33 contains 23168 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 55997 members 
Mstep: Class 37 contains 15491 members 
Mstep: Class 38 contains 83778 members 
Mstep: Class 39 contains 76318 members 
Mstep: Class 40 contains 89196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787288.000000 Penalty: 89804.523438
Iteration 340F: 41 clusters Score -1.277873e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 72572 members 
Mstep: Class 7 contains 6633 members 
Mstep: Class 8 contains 12827 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 26552 members 
Mstep: Class 12 contains 49710 members 
Mstep: Class 13 contains 15314 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 30990 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 17 contains 65332 members 
Mstep: Class 18 contains 59528 members 
Mstep: Class 19 contains 15685 members 
Mstep: Class 20 contains 15465 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18926 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 42484 members 
Mstep: Class 26 contains 12465 members 
Mstep: Class 27 contains 66964 members 
Mstep: Class 28 contains 2685 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4783 members 
Mstep: Class 32 contains 80416 members 
Mstep: Class 33 contains 22796 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3070 members 
Mstep: Class 36 contains 55977 members 
Mstep: Class 37 contains 15474 members 
Mstep: Class 38 contains 83737 members 
Mstep: Class 39 contains 76539 members 
Mstep: Class 40 contains 89643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786952.000000 Penalty: 89804.523438
Iteration 341Q: 41 clusters Score -1.27787e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 72650 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 26701 members 
Mstep: Class 12 contains 49731 members 
Mstep: Class 13 contains 15313 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 30828 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 17 contains 65309 members 
Mstep: Class 18 contains 59524 members 
Mstep: Class 19 contains 15682 members 
Mstep: Class 20 contains 15453 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18956 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 42170 members 
Mstep: Class 26 contains 12466 members 
Mstep: Class 27 contains 67134 members 
Mstep: Class 28 contains 2686 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4786 members 
Mstep: Class 32 contains 80405 members 
Mstep: Class 33 contains 22424 members 
Mstep: Class 34 contains 1871 members 
Mstep: Class 35 contains 3070 members 
Mstep: Class 36 contains 55891 members 
Mstep: Class 37 contains 15459 members 
Mstep: Class 38 contains 83710 members 
Mstep: Class 39 contains 76699 members 
Mstep: Class 40 contains 90067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787152.000000 Penalty: 89804.523438
Iteration 342Q: 41 clusters Score -1.277872e+08 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 72724 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 26962 members 
Mstep: Class 12 contains 49747 members 
Mstep: Class 13 contains 15306 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 30642 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 17 contains 65366 members 
Mstep: Class 18 contains 59504 members 
Mstep: Class 19 contains 15681 members 
Mstep: Class 20 contains 15432 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18987 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 41844 members 
Mstep: Class 26 contains 12454 members 
Mstep: Class 27 contains 67423 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7849 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 80398 members 
Mstep: Class 33 contains 22073 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 55729 members 
Mstep: Class 37 contains 15449 members 
Mstep: Class 38 contains 83540 members 
Mstep: Class 39 contains 76833 members 
Mstep: Class 40 contains 90471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787232.000000 Penalty: 89804.523438
Iteration 343Q: 41 clusters Score -1.277872e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 72805 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 12822 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 49766 members 
Mstep: Class 13 contains 15292 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 30463 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 17 contains 65438 members 
Mstep: Class 18 contains 59507 members 
Mstep: Class 19 contains 15681 members 
Mstep: Class 20 contains 15411 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19018 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 41498 members 
Mstep: Class 26 contains 12452 members 
Mstep: Class 27 contains 67753 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7853 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4787 members 
Mstep: Class 32 contains 80376 members 
Mstep: Class 33 contains 21720 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3064 members 
Mstep: Class 36 contains 55578 members 
Mstep: Class 37 contains 15445 members 
Mstep: Class 38 contains 83319 members 
Mstep: Class 39 contains 76891 members 
Mstep: Class 40 contains 90821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787192.000000 Penalty: 89804.523438
Iteration 344Q: 41 clusters Score -1.277872e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 72860 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 12817 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 27832 members 
Mstep: Class 12 contains 49780 members 
Mstep: Class 13 contains 15283 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 6312 members 
Mstep: Class 17 contains 65481 members 
Mstep: Class 18 contains 59522 members 
Mstep: Class 19 contains 15685 members 
Mstep: Class 20 contains 15400 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 41182 members 
Mstep: Class 26 contains 12444 members 
Mstep: Class 27 contains 68083 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7853 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 80347 members 
Mstep: Class 33 contains 21374 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3063 members 
Mstep: Class 36 contains 55446 members 
Mstep: Class 37 contains 15443 members 
Mstep: Class 38 contains 83040 members 
Mstep: Class 39 contains 76803 members 
Mstep: Class 40 contains 91221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787336.000000 Penalty: 89804.523438
Iteration 345Q: 41 clusters Score -1.277873e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 72903 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 12814 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 28334 members 
Mstep: Class 12 contains 49788 members 
Mstep: Class 13 contains 15280 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 30103 members 
Mstep: Class 16 contains 6308 members 
Mstep: Class 17 contains 65566 members 
Mstep: Class 18 contains 59557 members 
Mstep: Class 19 contains 15692 members 
Mstep: Class 20 contains 15403 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 40925 members 
Mstep: Class 26 contains 12425 members 
Mstep: Class 27 contains 68420 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7842 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4791 members 
Mstep: Class 32 contains 80332 members 
Mstep: Class 33 contains 21078 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3062 members 
Mstep: Class 36 contains 55243 members 
Mstep: Class 37 contains 15434 members 
Mstep: Class 38 contains 82655 members 
Mstep: Class 39 contains 76755 members 
Mstep: Class 40 contains 91596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787552.000000 Penalty: 89804.523438
Iteration 346Q: 41 clusters Score -1.277876e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 72961 members 
Mstep: Class 7 contains 6625 members 
Mstep: Class 8 contains 12813 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 28849 members 
Mstep: Class 12 contains 49788 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 29916 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 17 contains 65666 members 
Mstep: Class 18 contains 59610 members 
Mstep: Class 19 contains 15695 members 
Mstep: Class 20 contains 15379 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19108 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 40704 members 
Mstep: Class 26 contains 12403 members 
Mstep: Class 27 contains 68800 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7831 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4793 members 
Mstep: Class 32 contains 80319 members 
Mstep: Class 33 contains 20794 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 55006 members 
Mstep: Class 37 contains 15416 members 
Mstep: Class 38 contains 82294 members 
Mstep: Class 39 contains 76695 members 
Mstep: Class 40 contains 91887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787720.000000 Penalty: 89804.523438
Iteration 347Q: 41 clusters Score -1.277877e+08 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 73035 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 29355 members 
Mstep: Class 12 contains 49807 members 
Mstep: Class 13 contains 15278 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 29778 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 65748 members 
Mstep: Class 18 contains 59614 members 
Mstep: Class 19 contains 15696 members 
Mstep: Class 20 contains 15366 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 40539 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 69265 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7823 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 80321 members 
Mstep: Class 33 contains 20494 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3062 members 
Mstep: Class 36 contains 54691 members 
Mstep: Class 37 contains 15400 members 
Mstep: Class 38 contains 81938 members 
Mstep: Class 39 contains 76650 members 
Mstep: Class 40 contains 92067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787368.000000 Penalty: 89804.523438
Iteration 348Q: 41 clusters Score -1.277874e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73087 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 29813 members 
Mstep: Class 12 contains 49813 members 
Mstep: Class 13 contains 15288 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 29617 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 65836 members 
Mstep: Class 18 contains 59681 members 
Mstep: Class 19 contains 15699 members 
Mstep: Class 20 contains 15342 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19142 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 40403 members 
Mstep: Class 26 contains 12374 members 
Mstep: Class 27 contains 69693 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7815 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4799 members 
Mstep: Class 32 contains 80311 members 
Mstep: Class 33 contains 20203 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3063 members 
Mstep: Class 36 contains 54408 members 
Mstep: Class 37 contains 15392 members 
Mstep: Class 38 contains 81646 members 
Mstep: Class 39 contains 76617 members 
Mstep: Class 40 contains 92189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787592.000000 Penalty: 89804.523438
Iteration 349Q: 41 clusters Score -1.277876e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 73158 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 12787 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 4691 members 
Mstep: Class 11 contains 30293 members 
Mstep: Class 12 contains 49823 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 65914 members 
Mstep: Class 18 contains 59727 members 
Mstep: Class 19 contains 15701 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19166 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5548 members 
Mstep: Class 25 contains 40317 members 
Mstep: Class 26 contains 12370 members 
Mstep: Class 27 contains 70127 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 80317 members 
Mstep: Class 33 contains 19932 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3059 members 
Mstep: Class 36 contains 54130 members 
Mstep: Class 37 contains 15386 members 
Mstep: Class 38 contains 81353 members 
Mstep: Class 39 contains 76521 members 
Mstep: Class 40 contains 92232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787856.000000 Penalty: 89804.523438
Iteration 350Q: 41 clusters Score -1.277879e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 73200 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 12776 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 30788 members 
Mstep: Class 12 contains 49849 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 29330 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 65998 members 
Mstep: Class 18 contains 59774 members 
Mstep: Class 19 contains 15705 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19184 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 40280 members 
Mstep: Class 26 contains 12365 members 
Mstep: Class 27 contains 70548 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7805 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4805 members 
Mstep: Class 32 contains 80325 members 
Mstep: Class 33 contains 19679 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3059 members 
Mstep: Class 36 contains 53777 members 
Mstep: Class 37 contains 15387 members 
Mstep: Class 38 contains 81116 members 
Mstep: Class 39 contains 76413 members 
Mstep: Class 40 contains 92238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787768.000000 Penalty: 89804.523438
Iteration 351Q: 41 clusters Score -1.277878e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 73236 members 
Mstep: Class 7 contains 6608 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 31261 members 
Mstep: Class 12 contains 49840 members 
Mstep: Class 13 contains 15285 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 29184 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 66132 members 
Mstep: Class 18 contains 59785 members 
Mstep: Class 19 contains 15711 members 
Mstep: Class 20 contains 15311 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19207 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5532 members 
Mstep: Class 25 contains 40266 members 
Mstep: Class 26 contains 12355 members 
Mstep: Class 27 contains 70888 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4806 members 
Mstep: Class 32 contains 80327 members 
Mstep: Class 33 contains 19442 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3059 members 
Mstep: Class 36 contains 53385 members 
Mstep: Class 37 contains 15389 members 
Mstep: Class 38 contains 80913 members 
Mstep: Class 39 contains 76341 members 
Mstep: Class 40 contains 92311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787544.000000 Penalty: 89804.523438
Iteration 352Q: 41 clusters Score -1.277875e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73293 members 
Mstep: Class 7 contains 6606 members 
Mstep: Class 8 contains 12771 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 31714 members 
Mstep: Class 12 contains 49835 members 
Mstep: Class 13 contains 15289 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 66197 members 
Mstep: Class 18 contains 59829 members 
Mstep: Class 19 contains 15712 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19220 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5520 members 
Mstep: Class 25 contains 40246 members 
Mstep: Class 26 contains 12353 members 
Mstep: Class 27 contains 71211 members 
Mstep: Class 28 contains 2691 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4808 members 
Mstep: Class 32 contains 80337 members 
Mstep: Class 33 contains 19205 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3059 members 
Mstep: Class 36 contains 52994 members 
Mstep: Class 37 contains 15387 members 
Mstep: Class 38 contains 80741 members 
Mstep: Class 39 contains 76282 members 
Mstep: Class 40 contains 92363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787360.000000 Penalty: 89804.523438
Iteration 353Q: 41 clusters Score -1.277874e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73360 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 12772 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 49841 members 
Mstep: Class 13 contains 15298 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 28916 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 66262 members 
Mstep: Class 18 contains 59849 members 
Mstep: Class 19 contains 15715 members 
Mstep: Class 20 contains 15277 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19230 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5509 members 
Mstep: Class 25 contains 40217 members 
Mstep: Class 26 contains 12354 members 
Mstep: Class 27 contains 71501 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 80348 members 
Mstep: Class 33 contains 18968 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3058 members 
Mstep: Class 36 contains 52590 members 
Mstep: Class 37 contains 15386 members 
Mstep: Class 38 contains 80612 members 
Mstep: Class 39 contains 76277 members 
Mstep: Class 40 contains 92423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786960.000000 Penalty: 89804.523438
Iteration 354Q: 41 clusters Score -1.27787e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 73383 members 
Mstep: Class 7 contains 6599 members 
Mstep: Class 8 contains 12774 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 32559 members 
Mstep: Class 12 contains 49828 members 
Mstep: Class 13 contains 15305 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 66295 members 
Mstep: Class 18 contains 59893 members 
Mstep: Class 19 contains 15724 members 
Mstep: Class 20 contains 15271 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19243 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 40205 members 
Mstep: Class 26 contains 12350 members 
Mstep: Class 27 contains 71801 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 80360 members 
Mstep: Class 33 contains 18759 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3057 members 
Mstep: Class 36 contains 52168 members 
Mstep: Class 37 contains 15384 members 
Mstep: Class 38 contains 80493 members 
Mstep: Class 39 contains 76263 members 
Mstep: Class 40 contains 92447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787200.000000 Penalty: 89804.523438
Iteration 355Q: 41 clusters Score -1.277872e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 73405 members 
Mstep: Class 7 contains 6592 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 32968 members 
Mstep: Class 12 contains 49833 members 
Mstep: Class 13 contains 15322 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 28718 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 66331 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 15732 members 
Mstep: Class 20 contains 15266 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19257 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 40212 members 
Mstep: Class 26 contains 12339 members 
Mstep: Class 27 contains 72078 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 7809 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 80377 members 
Mstep: Class 33 contains 18532 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3055 members 
Mstep: Class 36 contains 51760 members 
Mstep: Class 37 contains 15383 members 
Mstep: Class 38 contains 80373 members 
Mstep: Class 39 contains 76249 members 
Mstep: Class 40 contains 92506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786896.000000 Penalty: 89804.523438
Iteration 356Q: 41 clusters Score -1.277869e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 73438 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 33402 members 
Mstep: Class 12 contains 49835 members 
Mstep: Class 13 contains 15329 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 28583 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 66336 members 
Mstep: Class 18 contains 59993 members 
Mstep: Class 19 contains 15733 members 
Mstep: Class 20 contains 15276 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19271 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5467 members 
Mstep: Class 25 contains 40210 members 
Mstep: Class 26 contains 12334 members 
Mstep: Class 27 contains 72356 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7801 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 80420 members 
Mstep: Class 33 contains 18307 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3056 members 
Mstep: Class 36 contains 51351 members 
Mstep: Class 37 contains 15378 members 
Mstep: Class 38 contains 80259 members 
Mstep: Class 39 contains 76217 members 
Mstep: Class 40 contains 92542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787336.000000 Penalty: 89804.523438
Iteration 357Q: 41 clusters Score -1.277873e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 73463 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 12766 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 33851 members 
Mstep: Class 12 contains 49845 members 
Mstep: Class 13 contains 15332 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 28454 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 66328 members 
Mstep: Class 18 contains 60061 members 
Mstep: Class 19 contains 15738 members 
Mstep: Class 20 contains 15286 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19295 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 5457 members 
Mstep: Class 25 contains 40207 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 72630 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7787 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 80466 members 
Mstep: Class 33 contains 18059 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3057 members 
Mstep: Class 36 contains 50960 members 
Mstep: Class 37 contains 15377 members 
Mstep: Class 38 contains 80142 members 
Mstep: Class 39 contains 76152 members 
Mstep: Class 40 contains 92593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787096.000000 Penalty: 89804.523438
Iteration 358Q: 41 clusters Score -1.277871e+08 nChanged 2191
Entering ConstructFrom: 
Score: -127787096.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -597359.937500 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -597359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -593398.125000 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -593398.1 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -594634.312500 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -594634.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -594970.687500 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -594970.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -595242.312500 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -595242.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -595446.375000 Penalty: 2765.804932
	Iteration 4F: 3 clusters Score -595446.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -595586.937500 Penalty: 2765.804932
	Iteration 5Q: 3 clusters Score -595586.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -595686.687500 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -595686.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -595752.812500 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -595752.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -595801.750000 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -595801.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -595833.250000 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -595833.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -595863.187500 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -595863.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -595883.875000 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -595883.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -595902.375000 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -595902.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -595912.500000 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -595912.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -595921.250000 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -595921.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -595933.000000 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -595933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -595943.937500 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -595943.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -595959.625000 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -595959.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -595974.375000 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -595974.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -595988.750000 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -595988.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -596002.937500 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -596002.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -596017.000000 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -596017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -596029.437500 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -596029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -596042.562500 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -596042.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -596059.625000 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -596059.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -596075.500000 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -596075.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -596088.187500 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -596088.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -596102.187500 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -596102.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -596113.687500 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -596113.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -596123.187500 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -596123.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -596131.375000 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -596131.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -596138.812500 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -596138.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -596144.875000 Penalty: 2765.804932
	Iteration 32Q: 3 clusters Score -596144.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -596150.062500 Penalty: 2765.804932
	Iteration 33Q: 3 clusters Score -596150.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -596158.187500 Penalty: 2765.804932
	Iteration 34Q: 3 clusters Score -596158.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -596165.250000 Penalty: 2765.804932
	Iteration 35Q: 3 clusters Score -596165.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -596177.187500 Penalty: 2765.804932
	Iteration 36Q: 3 clusters Score -596177.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -596187.500000 Penalty: 2765.804932
	Iteration 37Q: 3 clusters Score -596187.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -596201.437500 Penalty: 2765.804932
	Iteration 38Q: 3 clusters Score -596201.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -596216.437500 Penalty: 2765.804932
	Iteration 39Q: 3 clusters Score -596216.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -596226.000000 Penalty: 2765.804932
	Iteration 40F: 3 clusters Score -596226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -596233.437500 Penalty: 2765.804932
	Iteration 41Q: 3 clusters Score -596233.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -596242.000000 Penalty: 2765.804932
	Iteration 42Q: 3 clusters Score -596242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -596249.937500 Penalty: 2765.804932
	Iteration 43Q: 3 clusters Score -596249.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -596256.500000 Penalty: 2765.804932
	Iteration 44Q: 3 clusters Score -596256.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -596262.875000 Penalty: 2765.804932
	Iteration 45Q: 3 clusters Score -596262.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -596268.937500 Penalty: 2765.804932
	Iteration 46Q: 3 clusters Score -596268.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -596273.250000 Penalty: 2765.804932
	Iteration 47Q: 3 clusters Score -596273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -596277.812500 Penalty: 2765.804932
	Iteration 48Q: 3 clusters Score -596277.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -596282.875000 Penalty: 2765.804932
	Iteration 49Q: 3 clusters Score -596282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -596292.625000 Penalty: 2765.804932
	Iteration 50Q: 3 clusters Score -596292.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -596299.750000 Penalty: 2765.804932
	Iteration 51Q: 3 clusters Score -596299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -596310.937500 Penalty: 2765.804932
	Iteration 52Q: 3 clusters Score -596310.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -596324.187500 Penalty: 2765.804932
	Iteration 53Q: 3 clusters Score -596324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -596344.062500 Penalty: 2765.804932
	Iteration 54Q: 3 clusters Score -596344.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -596368.875000 Penalty: 2765.804932
	Iteration 55Q: 3 clusters Score -596368.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -596399.562500 Penalty: 2765.804932
	Iteration 56Q: 3 clusters Score -596399.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -596439.812500 Penalty: 2765.804932
	Iteration 57Q: 3 clusters Score -596439.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -596467.875000 Penalty: 2765.804932
	Iteration 58Q: 3 clusters Score -596467.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -596488.375000 Penalty: 2765.804932
	Iteration 59Q: 3 clusters Score -596488.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -596504.937500 Penalty: 2765.804932
	Iteration 60F: 3 clusters Score -596504.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -596519.062500 Penalty: 2765.804932
	Iteration 61Q: 3 clusters Score -596519.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -596527.875000 Penalty: 2765.804932
	Iteration 62Q: 3 clusters Score -596527.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -596531.312500 Penalty: 2765.804932
	Iteration 63Q: 3 clusters Score -596531.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -596536.750000 Penalty: 2765.804932
	Iteration 64Q: 3 clusters Score -596536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -596541.187500 Penalty: 2765.804932
	Iteration 65Q: 3 clusters Score -596541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -596544.687500 Penalty: 2765.804932
	Iteration 66Q: 3 clusters Score -596544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -596547.062500 Penalty: 2765.804932
	Iteration 67Q: 3 clusters Score -596547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -596547.000000 Penalty: 2765.804932
	Iteration 68Q: 3 clusters Score -596547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -596547.750000 Penalty: 2765.804932
	Iteration 69Q: 3 clusters Score -596547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -596547.750000 Penalty: 2765.804932
	Iteration 70F: 3 clusters Score -596547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19333.480469 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19333.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19522.554688 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19522.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19571.308594 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -19571.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19601.666016 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19601.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19662.783203 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19662.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19718.066406 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19718.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19722.412109 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -19722.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19746.683594 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -19746.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19746.683594 Penalty: 1768.785767
	Iteration 8F: 3 clusters Score -19746.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -192974.453125 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -192974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191098.890625 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -191098.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -191593.140625 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -191593.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -191773.968750 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -191774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -191931.078125 Penalty: 2418.619873
	Iteration 3F: 3 clusters Score -191931.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -192064.609375 Penalty: 2418.619873
	Iteration 4F: 3 clusters Score -192064.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -192195.812500 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -192195.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -192357.484375 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -192357.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192458.359375 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -192458.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -192516.468750 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -192516.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -192562.140625 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -192562.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -192610.296875 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -192610.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -192648.234375 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -192648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -192670.125000 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -192670.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -192689.000000 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -192689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -192698.453125 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -192698.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192706.656250 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -192706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -192710.968750 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -192711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192714.093750 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -192714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -192718.796875 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -192718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192722.468750 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -192722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192724.046875 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -192724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -192725.031250 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -192725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192725.406250 Penalty: 2418.619873
	Iteration 22Q: 3 clusters Score -192725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192725.406250 Penalty: 2418.619873
	Iteration 23F: 3 clusters Score -192725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36101.121094 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36101.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36502.937500 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36502.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36927.628906 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36927.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37051.281250 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -37051.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37076.027344 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -37076.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37088.410156 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -37088.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37130.753906 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37130.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37151.484375 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37151.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37152.335938 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -37152.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37152.335938 Penalty: 1918.355835
	Iteration 9F: 3 clusters Score -37152.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 87 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73507 members 
Mstep: Class 7 contains 6587 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 34309 members 
Mstep: Class 12 contains 49856 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 66278 members 
Mstep: Class 18 contains 60163 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19314 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 40213 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 72916 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7776 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4811 members 
Mstep: Class 32 contains 80506 members 
Mstep: Class 33 contains 17809 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 50574 members 
Mstep: Class 37 contains 15379 members 
Mstep: Class 38 contains 80031 members 
Mstep: Class 39 contains 76062 members 
Mstep: Class 40 contains 92643 members 
Mstep: Class 41 contains 279 members 
Entering Unmasked Estep 
Score: -127785720.000000 Penalty: 92049.632812
Splitting cluster 4 changes total score from -127787096.000000 to -127785720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -1016922.812500 Penalty: 1458.210815
	Iteration 0F: 2 clusters Score -1016923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1011162.562500 Penalty: 2916.421631
	Iteration 0F: 3 clusters Score -1011163 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1012850.125000 Penalty: 2916.421631
	Iteration 1F: 3 clusters Score -1012850 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1013073.375000 Penalty: 2916.421631
	Iteration 2F: 3 clusters Score -1013073 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1013227.875000 Penalty: 2916.421631
	Iteration 3Q: 3 clusters Score -1013228 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1013367.625000 Penalty: 2916.421631
	Iteration 4Q: 3 clusters Score -1013368 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1013483.750000 Penalty: 2916.421631
	Iteration 5Q: 3 clusters Score -1013484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1013593.125000 Penalty: 2916.421631
	Iteration 6Q: 3 clusters Score -1013593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1013702.312500 Penalty: 2916.421631
	Iteration 7Q: 3 clusters Score -1013702 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1013800.125000 Penalty: 2916.421631
	Iteration 8Q: 3 clusters Score -1013800 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1013899.437500 Penalty: 2916.421631
	Iteration 9Q: 3 clusters Score -1013899 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1014000.125000 Penalty: 2916.421631
	Iteration 10Q: 3 clusters Score -1014000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1014098.500000 Penalty: 2916.421631
	Iteration 11Q: 3 clusters Score -1014098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1014192.312500 Penalty: 2916.421631
	Iteration 12Q: 3 clusters Score -1014192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1014294.500000 Penalty: 2916.421631
	Iteration 13Q: 3 clusters Score -1014294 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1014396.000000 Penalty: 2916.421631
	Iteration 14Q: 3 clusters Score -1014396 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1014514.437500 Penalty: 2916.421631
	Iteration 15Q: 3 clusters Score -1014514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1014653.500000 Penalty: 2916.421631
	Iteration 16Q: 3 clusters Score -1014654 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1014801.562500 Penalty: 2916.421631
	Iteration 17Q: 3 clusters Score -1014802 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1014967.750000 Penalty: 2916.421631
	Iteration 18Q: 3 clusters Score -1014968 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1015120.000000 Penalty: 2916.421631
	Iteration 19Q: 3 clusters Score -1015120 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1015256.875000 Penalty: 2916.421631
	Iteration 20F: 3 clusters Score -1015257 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1015363.750000 Penalty: 2916.421631
	Iteration 21Q: 3 clusters Score -1015364 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1015442.750000 Penalty: 2916.421631
	Iteration 22Q: 3 clusters Score -1015443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1015505.562500 Penalty: 2916.421631
	Iteration 23Q: 3 clusters Score -1015506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1015564.937500 Penalty: 2916.421631
	Iteration 24Q: 3 clusters Score -1015565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1015604.500000 Penalty: 2916.421631
	Iteration 25Q: 3 clusters Score -1015604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1015637.500000 Penalty: 2916.421631
	Iteration 26Q: 3 clusters Score -1015638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1015656.437500 Penalty: 2916.421631
	Iteration 27Q: 3 clusters Score -1015656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1015668.812500 Penalty: 2916.421631
	Iteration 28Q: 3 clusters Score -1015669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1015679.437500 Penalty: 2916.421631
	Iteration 29Q: 3 clusters Score -1015679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1015694.312500 Penalty: 2916.421631
	Iteration 30Q: 3 clusters Score -1015694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1015701.125000 Penalty: 2916.421631
	Iteration 31Q: 3 clusters Score -1015701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1015701.625000 Penalty: 2916.421631
	Iteration 32Q: 3 clusters Score -1015702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1015706.000000 Penalty: 2916.421631
	Iteration 33Q: 3 clusters Score -1015706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1015713.000000 Penalty: 2916.421631
	Iteration 34Q: 3 clusters Score -1015713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1015715.125000 Penalty: 2916.421631
	Iteration 35Q: 3 clusters Score -1015715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1015715.750000 Penalty: 2916.421631
	Iteration 36Q: 3 clusters Score -1015716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1015715.750000 Penalty: 2916.421631
	Iteration 37F: 3 clusters Score -1015716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Entering Unmasked Estep 
Score: -9375925.000000 Penalty: 1820.834595
	Iteration 0F: 2 clusters Score -9375925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -9326820.000000 Penalty: 3641.669189
	Iteration 0F: 3 clusters Score -9326820 nChanged 34950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -9347479.000000 Penalty: 3641.669189
	Iteration 1F: 3 clusters Score -9347479 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -9348980.000000 Penalty: 3641.669189
	Iteration 2Q: 3 clusters Score -9348980 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -9350933.000000 Penalty: 3641.669189
	Iteration 3F: 3 clusters Score -9350933 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -9353280.000000 Penalty: 3641.669189
	Iteration 4F: 3 clusters Score -9353280 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -9355613.000000 Penalty: 3641.669189
	Iteration 5F: 3 clusters Score -9355613 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -9357724.000000 Penalty: 3641.669189
	Iteration 6F: 3 clusters Score -9357724 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -9359434.000000 Penalty: 3641.669189
	Iteration 7F: 3 clusters Score -9359434 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -9361007.000000 Penalty: 3641.669189
	Iteration 8Q: 3 clusters Score -9361007 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -9362610.000000 Penalty: 3641.669189
	Iteration 9Q: 3 clusters Score -9362610 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -9364407.000000 Penalty: 3641.669189
	Iteration 10Q: 3 clusters Score -9364407 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -9366245.000000 Penalty: 3641.669189
	Iteration 11Q: 3 clusters Score -9366245 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -9367664.000000 Penalty: 3641.669189
	Iteration 12Q: 3 clusters Score -9367664 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -9368663.000000 Penalty: 3641.669189
	Iteration 13Q: 3 clusters Score -9368663 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -9369442.000000 Penalty: 3641.669189
	Iteration 14Q: 3 clusters Score -9369442 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -9370063.000000 Penalty: 3641.669189
	Iteration 15Q: 3 clusters Score -9370063 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -9370569.000000 Penalty: 3641.669189
	Iteration 16Q: 3 clusters Score -9370569 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -9371133.000000 Penalty: 3641.669189
	Iteration 17Q: 3 clusters Score -9371133 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -9371611.000000 Penalty: 3641.669189
	Iteration 18Q: 3 clusters Score -9371611 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -9372036.000000 Penalty: 3641.669189
	Iteration 19Q: 3 clusters Score -9372036 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -9372510.000000 Penalty: 3641.669189
	Iteration 20F: 3 clusters Score -9372510 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -9372876.000000 Penalty: 3641.669189
	Iteration 21Q: 3 clusters Score -9372876 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -9373197.000000 Penalty: 3641.669189
	Iteration 22Q: 3 clusters Score -9373197 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -9373406.000000 Penalty: 3641.669189
	Iteration 23Q: 3 clusters Score -9373406 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -9373583.000000 Penalty: 3641.669189
	Iteration 24Q: 3 clusters Score -9373583 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -9373710.000000 Penalty: 3641.669189
	Iteration 25Q: 3 clusters Score -9373710 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -9373879.000000 Penalty: 3641.669189
	Iteration 26Q: 3 clusters Score -9373879 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -9374020.000000 Penalty: 3641.669189
	Iteration 27Q: 3 clusters Score -9374020 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9374108.000000 Penalty: 3641.669189
	Iteration 28Q: 3 clusters Score -9374108 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -9374200.000000 Penalty: 3641.669189
	Iteration 29Q: 3 clusters Score -9374200 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -9374296.000000 Penalty: 3641.669189
	Iteration 30Q: 3 clusters Score -9374296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9374369.000000 Penalty: 3641.669189
	Iteration 31Q: 3 clusters Score -9374369 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9374450.000000 Penalty: 3641.669189
	Iteration 32Q: 3 clusters Score -9374450 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9374539.000000 Penalty: 3641.669189
	Iteration 33Q: 3 clusters Score -9374539 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9374606.000000 Penalty: 3641.669189
	Iteration 34Q: 3 clusters Score -9374606 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9374697.000000 Penalty: 3641.669189
	Iteration 35Q: 3 clusters Score -9374697 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9374741.000000 Penalty: 3641.669189
	Iteration 36Q: 3 clusters Score -9374741 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9374756.000000 Penalty: 3641.669189
	Iteration 37Q: 3 clusters Score -9374756 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9374801.000000 Penalty: 3641.669189
	Iteration 38Q: 3 clusters Score -9374801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9374818.000000 Penalty: 3641.669189
	Iteration 39Q: 3 clusters Score -9374818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9374841.000000 Penalty: 3641.669189
	Iteration 40F: 3 clusters Score -9374841 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9374888.000000 Penalty: 3641.669189
	Iteration 41Q: 3 clusters Score -9374888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9374906.000000 Penalty: 3641.669189
	Iteration 42Q: 3 clusters Score -9374906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9374927.000000 Penalty: 3641.669189
	Iteration 43Q: 3 clusters Score -9374927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9374951.000000 Penalty: 3641.669189
	Iteration 44Q: 3 clusters Score -9374951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9374963.000000 Penalty: 3641.669189
	Iteration 45Q: 3 clusters Score -9374963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9374974.000000 Penalty: 3641.669189
	Iteration 46Q: 3 clusters Score -9374974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9374979.000000 Penalty: 3641.669189
	Iteration 47Q: 3 clusters Score -9374979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9374981.000000 Penalty: 3641.669189
	Iteration 48Q: 3 clusters Score -9374981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9374978.000000 Penalty: 3641.669189
	Iteration 49Q: 3 clusters Score -9374978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9375003.000000 Penalty: 3641.669189
	Iteration 50Q: 3 clusters Score -9375003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9375000.000000 Penalty: 3641.669189
	Iteration 51Q: 3 clusters Score -9375000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9375011.000000 Penalty: 3641.669189
	Iteration 52Q: 3 clusters Score -9375011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9375008.000000 Penalty: 3641.669189
	Iteration 53Q: 3 clusters Score -9375008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9375014.000000 Penalty: 3641.669189
	Iteration 54Q: 3 clusters Score -9375014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9375026.000000 Penalty: 3641.669189
	Iteration 55Q: 3 clusters Score -9375026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9375044.000000 Penalty: 3641.669189
	Iteration 56Q: 3 clusters Score -9375044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9375041.000000 Penalty: 3641.669189
	Iteration 57Q: 3 clusters Score -9375041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9375048.000000 Penalty: 3641.669189
	Iteration 58Q: 3 clusters Score -9375048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9375052.000000 Penalty: 3641.669189
	Iteration 59Q: 3 clusters Score -9375052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9375052.000000 Penalty: 3641.669189
	Iteration 60F: 3 clusters Score -9375052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9375058.000000 Penalty: 3641.669189
	Iteration 61Q: 3 clusters Score -9375058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9375068.000000 Penalty: 3641.669189
	Iteration 62Q: 3 clusters Score -9375068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9375069.000000 Penalty: 3641.669189
	Iteration 63Q: 3 clusters Score -9375069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9375071.000000 Penalty: 3641.669189
	Iteration 64Q: 3 clusters Score -9375071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9375068.000000 Penalty: 3641.669189
	Iteration 65Q: 3 clusters Score -9375068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9375068.000000 Penalty: 3641.669189
	Iteration 66F: 3 clusters Score -9375068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -833060.500000 Penalty: 1428.838623
	Iteration 0F: 2 clusters Score -833060.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -828142.687500 Penalty: 2857.677246
	Iteration 0F: 3 clusters Score -828142.7 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -829598.312500 Penalty: 2857.677246
	Iteration 1F: 3 clusters Score -829598.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -829884.187500 Penalty: 2857.677246
	Iteration 2F: 3 clusters Score -829884.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -830081.562500 Penalty: 2857.677246
	Iteration 3F: 3 clusters Score -830081.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -830254.000000 Penalty: 2857.677246
	Iteration 4Q: 3 clusters Score -830254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -830407.312500 Penalty: 2857.677246
	Iteration 5Q: 3 clusters Score -830407.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -830532.062500 Penalty: 2857.677246
	Iteration 6Q: 3 clusters Score -830532.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -830646.250000 Penalty: 2857.677246
	Iteration 7Q: 3 clusters Score -830646.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -830757.312500 Penalty: 2857.677246
	Iteration 8Q: 3 clusters Score -830757.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -830875.625000 Penalty: 2857.677246
	Iteration 9Q: 3 clusters Score -830875.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -830984.500000 Penalty: 2857.677246
	Iteration 10Q: 3 clusters Score -830984.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -831066.312500 Penalty: 2857.677246
	Iteration 11Q: 3 clusters Score -831066.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -831136.500000 Penalty: 2857.677246
	Iteration 12Q: 3 clusters Score -831136.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -831191.062500 Penalty: 2857.677246
	Iteration 13Q: 3 clusters Score -831191.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -831241.812500 Penalty: 2857.677246
	Iteration 14Q: 3 clusters Score -831241.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -831304.500000 Penalty: 2857.677246
	Iteration 15Q: 3 clusters Score -831304.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -831371.750000 Penalty: 2857.677246
	Iteration 16Q: 3 clusters Score -831371.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -831429.625000 Penalty: 2857.677246
	Iteration 17Q: 3 clusters Score -831429.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -831480.375000 Penalty: 2857.677246
	Iteration 18Q: 3 clusters Score -831480.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -831519.750000 Penalty: 2857.677246
	Iteration 19Q: 3 clusters Score -831519.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -831544.562500 Penalty: 2857.677246
	Iteration 20F: 3 clusters Score -831544.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -831560.187500 Penalty: 2857.677246
	Iteration 21Q: 3 clusters Score -831560.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -831572.312500 Penalty: 2857.677246
	Iteration 22Q: 3 clusters Score -831572.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -831578.437500 Penalty: 2857.677246
	Iteration 23Q: 3 clusters Score -831578.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -831584.437500 Penalty: 2857.677246
	Iteration 24Q: 3 clusters Score -831584.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -831592.062500 Penalty: 2857.677246
	Iteration 25Q: 3 clusters Score -831592.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -831598.062500 Penalty: 2857.677246
	Iteration 26Q: 3 clusters Score -831598.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -831601.000000 Penalty: 2857.677246
	Iteration 27Q: 3 clusters Score -831601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -831604.437500 Penalty: 2857.677246
	Iteration 28Q: 3 clusters Score -831604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -831607.250000 Penalty: 2857.677246
	Iteration 29Q: 3 clusters Score -831607.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -831610.500000 Penalty: 2857.677246
	Iteration 30Q: 3 clusters Score -831610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -831612.937500 Penalty: 2857.677246
	Iteration 31Q: 3 clusters Score -831612.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -831616.125000 Penalty: 2857.677246
	Iteration 32Q: 3 clusters Score -831616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -831618.250000 Penalty: 2857.677246
	Iteration 33Q: 3 clusters Score -831618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -831620.812500 Penalty: 2857.677246
	Iteration 34Q: 3 clusters Score -831620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -831621.750000 Penalty: 2857.677246
	Iteration 35Q: 3 clusters Score -831621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -831622.500000 Penalty: 2857.677246
	Iteration 36Q: 3 clusters Score -831622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -831622.687500 Penalty: 2857.677246
	Iteration 37Q: 3 clusters Score -831622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -831625.000000 Penalty: 2857.677246
	Iteration 38Q: 3 clusters Score -831625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -831625.312500 Penalty: 2857.677246
	Iteration 39Q: 3 clusters Score -831625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -831624.750000 Penalty: 2857.677246
	Iteration 40F: 3 clusters Score -831624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -831625.437500 Penalty: 2857.677246
	Iteration 41Q: 3 clusters Score -831625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -831625.437500 Penalty: 2857.677246
	Iteration 42F: 3 clusters Score -831625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Entering Unmasked Estep 
Score: -1509421.625000 Penalty: 1536.324707
	Iteration 0F: 2 clusters Score -1509422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1500508.125000 Penalty: 3072.649414
	Iteration 0F: 3 clusters Score -1500508 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1503766.125000 Penalty: 3072.649414
	Iteration 1F: 3 clusters Score -1503766 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1504301.000000 Penalty: 3072.649414
	Iteration 2F: 3 clusters Score -1504301 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1504842.500000 Penalty: 3072.649414
	Iteration 3F: 3 clusters Score -1504842 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1505443.625000 Penalty: 3072.649414
	Iteration 4F: 3 clusters Score -1505444 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1506124.625000 Penalty: 3072.649414
	Iteration 5F: 3 clusters Score -1506125 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1506831.750000 Penalty: 3072.649414
	Iteration 6F: 3 clusters Score -1506832 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1507416.000000 Penalty: 3072.649414
	Iteration 7F: 3 clusters Score -1507416 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1507837.875000 Penalty: 3072.649414
	Iteration 8Q: 3 clusters Score -1507838 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1508126.750000 Penalty: 3072.649414
	Iteration 9Q: 3 clusters Score -1508127 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1508373.875000 Penalty: 3072.649414
	Iteration 10Q: 3 clusters Score -1508374 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1508575.500000 Penalty: 3072.649414
	Iteration 11Q: 3 clusters Score -1508576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1508757.375000 Penalty: 3072.649414
	Iteration 12Q: 3 clusters Score -1508757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1508888.000000 Penalty: 3072.649414
	Iteration 13Q: 3 clusters Score -1508888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1508974.500000 Penalty: 3072.649414
	Iteration 14Q: 3 clusters Score -1508974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1509040.750000 Penalty: 3072.649414
	Iteration 15Q: 3 clusters Score -1509041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1509091.625000 Penalty: 3072.649414
	Iteration 16Q: 3 clusters Score -1509092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1509114.250000 Penalty: 3072.649414
	Iteration 17Q: 3 clusters Score -1509114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1509128.500000 Penalty: 3072.649414
	Iteration 18Q: 3 clusters Score -1509128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1509135.000000 Penalty: 3072.649414
	Iteration 19Q: 3 clusters Score -1509135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1509137.750000 Penalty: 3072.649414
	Iteration 20F: 3 clusters Score -1509138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1509142.625000 Penalty: 3072.649414
	Iteration 21Q: 3 clusters Score -1509143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1509145.750000 Penalty: 3072.649414
	Iteration 22Q: 3 clusters Score -1509146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1509146.375000 Penalty: 3072.649414
	Iteration 23Q: 3 clusters Score -1509146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1509145.125000 Penalty: 3072.649414
	Iteration 24Q: 3 clusters Score -1509145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1509143.125000 Penalty: 3072.649414
	Iteration 25Q: 3 clusters Score -1509143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1509146.750000 Penalty: 3072.649414
	Iteration 26Q: 3 clusters Score -1509147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1509146.625000 Penalty: 3072.649414
	Iteration 27Q: 3 clusters Score -1509147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1509146.875000 Penalty: 3072.649414
	Iteration 28Q: 3 clusters Score -1509147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1509146.875000 Penalty: 3072.649414
	Iteration 29F: 3 clusters Score -1509147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -344590.250000 Penalty: 1285.053223
	Iteration 0F: 2 clusters Score -344590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -342044.406250 Penalty: 2570.106445
	Iteration 0F: 3 clusters Score -342044.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -342640.343750 Penalty: 2570.106445
	Iteration 1F: 3 clusters Score -342640.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -342771.875000 Penalty: 2570.106445
	Iteration 2F: 3 clusters Score -342771.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342846.031250 Penalty: 2570.106445
	Iteration 3Q: 3 clusters Score -342846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -342909.500000 Penalty: 2570.106445
	Iteration 4Q: 3 clusters Score -342909.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -342955.375000 Penalty: 2570.106445
	Iteration 5Q: 3 clusters Score -342955.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -342990.125000 Penalty: 2570.106445
	Iteration 6Q: 3 clusters Score -342990.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -343017.812500 Penalty: 2570.106445
	Iteration 7Q: 3 clusters Score -343017.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -343038.718750 Penalty: 2570.106445
	Iteration 8Q: 3 clusters Score -343038.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -343061.125000 Penalty: 2570.106445
	Iteration 9Q: 3 clusters Score -343061.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -343083.281250 Penalty: 2570.106445
	Iteration 10Q: 3 clusters Score -343083.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -343106.375000 Penalty: 2570.106445
	Iteration 11Q: 3 clusters Score -343106.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -343126.812500 Penalty: 2570.106445
	Iteration 12Q: 3 clusters Score -343126.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -343151.718750 Penalty: 2570.106445
	Iteration 13Q: 3 clusters Score -343151.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -343171.250000 Penalty: 2570.106445
	Iteration 14Q: 3 clusters Score -343171.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -343196.656250 Penalty: 2570.106445
	Iteration 15Q: 3 clusters Score -343196.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -343213.468750 Penalty: 2570.106445
	Iteration 16Q: 3 clusters Score -343213.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -343232.937500 Penalty: 2570.106445
	Iteration 17Q: 3 clusters Score -343232.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -343253.187500 Penalty: 2570.106445
	Iteration 18Q: 3 clusters Score -343253.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -343266.312500 Penalty: 2570.106445
	Iteration 19Q: 3 clusters Score -343266.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -343275.968750 Penalty: 2570.106445
	Iteration 20F: 3 clusters Score -343276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -343285.000000 Penalty: 2570.106445
	Iteration 21Q: 3 clusters Score -343285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -343295.843750 Penalty: 2570.106445
	Iteration 22Q: 3 clusters Score -343295.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -343304.343750 Penalty: 2570.106445
	Iteration 23Q: 3 clusters Score -343304.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -343316.343750 Penalty: 2570.106445
	Iteration 24Q: 3 clusters Score -343316.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -343328.187500 Penalty: 2570.106445
	Iteration 25Q: 3 clusters Score -343328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -343339.062500 Penalty: 2570.106445
	Iteration 26Q: 3 clusters Score -343339.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -343352.906250 Penalty: 2570.106445
	Iteration 27Q: 3 clusters Score -343352.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -343367.718750 Penalty: 2570.106445
	Iteration 28Q: 3 clusters Score -343367.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -343381.500000 Penalty: 2570.106445
	Iteration 29Q: 3 clusters Score -343381.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -343393.562500 Penalty: 2570.106445
	Iteration 30Q: 3 clusters Score -343393.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -343401.718750 Penalty: 2570.106445
	Iteration 31Q: 3 clusters Score -343401.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -343406.500000 Penalty: 2570.106445
	Iteration 32Q: 3 clusters Score -343406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -343408.250000 Penalty: 2570.106445
	Iteration 33Q: 3 clusters Score -343408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -343410.718750 Penalty: 2570.106445
	Iteration 34Q: 3 clusters Score -343410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -343411.968750 Penalty: 2570.106445
	Iteration 35Q: 3 clusters Score -343412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -343414.312500 Penalty: 2570.106445
	Iteration 36Q: 3 clusters Score -343414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -343416.843750 Penalty: 2570.106445
	Iteration 37Q: 3 clusters Score -343416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -343420.125000 Penalty: 2570.106445
	Iteration 38Q: 3 clusters Score -343420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -343424.375000 Penalty: 2570.106445
	Iteration 39Q: 3 clusters Score -343424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -343427.531250 Penalty: 2570.106445
	Iteration 40F: 3 clusters Score -343427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -343430.218750 Penalty: 2570.106445
	Iteration 41Q: 3 clusters Score -343430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -343432.750000 Penalty: 2570.106445
	Iteration 42Q: 3 clusters Score -343432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -343435.437500 Penalty: 2570.106445
	Iteration 43Q: 3 clusters Score -343435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -343437.125000 Penalty: 2570.106445
	Iteration 44Q: 3 clusters Score -343437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -343438.781250 Penalty: 2570.106445
	Iteration 45Q: 3 clusters Score -343438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -343439.437500 Penalty: 2570.106445
	Iteration 46Q: 3 clusters Score -343439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -343439.781250 Penalty: 2570.106445
	Iteration 47Q: 3 clusters Score -343439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -343441.250000 Penalty: 2570.106445
	Iteration 48Q: 3 clusters Score -343441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -343444.468750 Penalty: 2570.106445
	Iteration 49Q: 3 clusters Score -343444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -343444.781250 Penalty: 2570.106445
	Iteration 50Q: 3 clusters Score -343444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -343445.218750 Penalty: 2570.106445
	Iteration 51Q: 3 clusters Score -343445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -343445.812500 Penalty: 2570.106445
	Iteration 52Q: 3 clusters Score -343445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -343446.812500 Penalty: 2570.106445
	Iteration 53Q: 3 clusters Score -343446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -343446.531250 Penalty: 2570.106445
	Iteration 54Q: 3 clusters Score -343446.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -343446.531250 Penalty: 2570.106445
	Iteration 55F: 3 clusters Score -343446.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -624999.250000 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -624999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -621088.812500 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -621088.8 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -622193.812500 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -622193.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -622418.437500 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -622418.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -622581.875000 Penalty: 2757.652100
	Iteration 3F: 3 clusters Score -622581.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -622719.437500 Penalty: 2757.652100
	Iteration 4Q: 3 clusters Score -622719.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -622854.312500 Penalty: 2757.652100
	Iteration 5Q: 3 clusters Score -622854.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -622999.187500 Penalty: 2757.652100
	Iteration 6Q: 3 clusters Score -622999.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -623159.687500 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -623159.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -623309.125000 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -623309.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -623459.375000 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -623459.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -623578.062500 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -623578.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -623674.375000 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -623674.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -623750.187500 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -623750.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -623810.875000 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -623810.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -623852.125000 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -623852.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -623883.187500 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -623883.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -623907.500000 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -623907.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -623924.062500 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -623924.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -623932.437500 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -623932.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -623939.875000 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -623939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -623941.750000 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -623941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -623943.500000 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -623943.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -623945.812500 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -623945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -623946.937500 Penalty: 2757.652100
	Iteration 23Q: 3 clusters Score -623946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -623947.187500 Penalty: 2757.652100
	Iteration 24Q: 3 clusters Score -623947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -623949.062500 Penalty: 2757.652100
	Iteration 25Q: 3 clusters Score -623949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -623952.125000 Penalty: 2757.652100
	Iteration 26Q: 3 clusters Score -623952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -623954.687500 Penalty: 2757.652100
	Iteration 27Q: 3 clusters Score -623954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -623956.500000 Penalty: 2757.652100
	Iteration 28Q: 3 clusters Score -623956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -623958.437500 Penalty: 2757.652100
	Iteration 29Q: 3 clusters Score -623958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -623957.812500 Penalty: 2757.652100
	Iteration 30Q: 3 clusters Score -623957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -623959.562500 Penalty: 2757.652100
	Iteration 31Q: 3 clusters Score -623959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -623959.562500 Penalty: 2757.652100
	Iteration 32Q: 3 clusters Score -623959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -623959.562500 Penalty: 2757.652100
	Iteration 33Q: 3 clusters Score -623959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -623961.562500 Penalty: 2757.652100
	Iteration 34Q: 3 clusters Score -623961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -623960.437500 Penalty: 2757.652100
	Iteration 35Q: 3 clusters Score -623960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -623961.937500 Penalty: 2757.652100
	Iteration 36Q: 3 clusters Score -623961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -623961.937500 Penalty: 2757.652100
	Iteration 37F: 3 clusters Score -623961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Entering Unmasked Estep 
Score: -4556378.000000 Penalty: 1697.013916
	Iteration 0F: 2 clusters Score -4556378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4533581.000000 Penalty: 3394.027832
	Iteration 0F: 3 clusters Score -4533581 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4541948.000000 Penalty: 3394.027832
	Iteration 1F: 3 clusters Score -4541948 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4542321.000000 Penalty: 3394.027832
	Iteration 2Q: 3 clusters Score -4542321 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -4542792.000000 Penalty: 3394.027832
	Iteration 3Q: 3 clusters Score -4542792 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4543383.500000 Penalty: 3394.027832
	Iteration 4Q: 3 clusters Score -4543384 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4544242.500000 Penalty: 3394.027832
	Iteration 5Q: 3 clusters Score -4544242 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -4545601.500000 Penalty: 3394.027832
	Iteration 6F: 3 clusters Score -4545602 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4547670.500000 Penalty: 3394.027832
	Iteration 7F: 3 clusters Score -4547670 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4550183.500000 Penalty: 3394.027832
	Iteration 8F: 3 clusters Score -4550184 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4552352.000000 Penalty: 3394.027832
	Iteration 9F: 3 clusters Score -4552352 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4553737.500000 Penalty: 3394.027832
	Iteration 10Q: 3 clusters Score -4553738 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4554362.000000 Penalty: 3394.027832
	Iteration 11Q: 3 clusters Score -4554362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4554584.000000 Penalty: 3394.027832
	Iteration 12Q: 3 clusters Score -4554584 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4554722.500000 Penalty: 3394.027832
	Iteration 13Q: 3 clusters Score -4554722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4554813.500000 Penalty: 3394.027832
	Iteration 14Q: 3 clusters Score -4554814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4554859.000000 Penalty: 3394.027832
	Iteration 15Q: 3 clusters Score -4554859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4554888.000000 Penalty: 3394.027832
	Iteration 16Q: 3 clusters Score -4554888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4554895.000000 Penalty: 3394.027832
	Iteration 17Q: 3 clusters Score -4554895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4554906.000000 Penalty: 3394.027832
	Iteration 18Q: 3 clusters Score -4554906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4554919.000000 Penalty: 3394.027832
	Iteration 19Q: 3 clusters Score -4554919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4554923.000000 Penalty: 3394.027832
	Iteration 20F: 3 clusters Score -4554923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4554920.000000 Penalty: 3394.027832
	Iteration 21Q: 3 clusters Score -4554920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4554928.500000 Penalty: 3394.027832
	Iteration 22Q: 3 clusters Score -4554928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4554929.500000 Penalty: 3394.027832
	Iteration 23Q: 3 clusters Score -4554930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4554927.000000 Penalty: 3394.027832
	Iteration 24Q: 3 clusters Score -4554927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4554930.500000 Penalty: 3394.027832
	Iteration 25Q: 3 clusters Score -4554930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4554934.000000 Penalty: 3394.027832
	Iteration 26Q: 3 clusters Score -4554934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4554934.000000 Penalty: 3394.027832
	Iteration 27F: 3 clusters Score -4554934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Entering Unmasked Estep 
Score: -6258084.000000 Penalty: 1757.745361
	Iteration 0F: 2 clusters Score -6258084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -6224764.000000 Penalty: 3515.490723
	Iteration 0F: 3 clusters Score -6224764 nChanged 23302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6237932.500000 Penalty: 3515.490723
	Iteration 1F: 3 clusters Score -6237932 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -6238607.000000 Penalty: 3515.490723
	Iteration 2Q: 3 clusters Score -6238607 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6239304.000000 Penalty: 3515.490723
	Iteration 3Q: 3 clusters Score -6239304 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6240212.000000 Penalty: 3515.490723
	Iteration 4Q: 3 clusters Score -6240212 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6241564.500000 Penalty: 3515.490723
	Iteration 5F: 3 clusters Score -6241564 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -6243635.500000 Penalty: 3515.490723
	Iteration 6F: 3 clusters Score -6243636 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -6246763.000000 Penalty: 3515.490723
	Iteration 7F: 3 clusters Score -6246763 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6250482.500000 Penalty: 3515.490723
	Iteration 8F: 3 clusters Score -6250482 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -6253680.000000 Penalty: 3515.490723
	Iteration 9F: 3 clusters Score -6253680 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6255521.500000 Penalty: 3515.490723
	Iteration 10Q: 3 clusters Score -6255522 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6256163.500000 Penalty: 3515.490723
	Iteration 11Q: 3 clusters Score -6256164 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6256376.500000 Penalty: 3515.490723
	Iteration 12Q: 3 clusters Score -6256376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -6256461.500000 Penalty: 3515.490723
	Iteration 13Q: 3 clusters Score -6256462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6256509.000000 Penalty: 3515.490723
	Iteration 14Q: 3 clusters Score -6256509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -6256523.000000 Penalty: 3515.490723
	Iteration 15Q: 3 clusters Score -6256523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -6256539.500000 Penalty: 3515.490723
	Iteration 16Q: 3 clusters Score -6256540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -6256549.000000 Penalty: 3515.490723
	Iteration 17Q: 3 clusters Score -6256549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6256558.000000 Penalty: 3515.490723
	Iteration 18Q: 3 clusters Score -6256558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -6256562.000000 Penalty: 3515.490723
	Iteration 19Q: 3 clusters Score -6256562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6256576.000000 Penalty: 3515.490723
	Iteration 20F: 3 clusters Score -6256576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6256580.000000 Penalty: 3515.490723
	Iteration 21Q: 3 clusters Score -6256580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -6256587.000000 Penalty: 3515.490723
	Iteration 22Q: 3 clusters Score -6256587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -6256599.500000 Penalty: 3515.490723
	Iteration 23Q: 3 clusters Score -6256600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -6256599.500000 Penalty: 3515.490723
	Iteration 24Q: 3 clusters Score -6256600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6256599.500000 Penalty: 3515.490723
	Iteration 25Q: 3 clusters Score -6256600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6256599.500000 Penalty: 3515.490723
	Iteration 26F: 3 clusters Score -6256600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Entering Unmasked Estep 
Score: -1966183.500000 Penalty: 1566.146973
	Iteration 0F: 2 clusters Score -1966184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1955514.750000 Penalty: 3132.293945
	Iteration 0F: 3 clusters Score -1955515 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1959243.625000 Penalty: 3132.293945
	Iteration 1F: 3 clusters Score -1959244 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1959662.875000 Penalty: 3132.293945
	Iteration 2F: 3 clusters Score -1959663 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1960094.000000 Penalty: 3132.293945
	Iteration 3F: 3 clusters Score -1960094 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1960570.250000 Penalty: 3132.293945
	Iteration 4F: 3 clusters Score -1960570 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1961078.000000 Penalty: 3132.293945
	Iteration 5F: 3 clusters Score -1961078 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1961609.375000 Penalty: 3132.293945
	Iteration 6F: 3 clusters Score -1961609 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1962145.125000 Penalty: 3132.293945
	Iteration 7F: 3 clusters Score -1962145 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1962641.125000 Penalty: 3132.293945
	Iteration 8F: 3 clusters Score -1962641 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1963115.875000 Penalty: 3132.293945
	Iteration 9Q: 3 clusters Score -1963116 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1963564.750000 Penalty: 3132.293945
	Iteration 10Q: 3 clusters Score -1963565 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1963987.250000 Penalty: 3132.293945
	Iteration 11Q: 3 clusters Score -1963987 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1964299.500000 Penalty: 3132.293945
	Iteration 12Q: 3 clusters Score -1964300 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1964494.375000 Penalty: 3132.293945
	Iteration 13Q: 3 clusters Score -1964494 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1964602.000000 Penalty: 3132.293945
	Iteration 14Q: 3 clusters Score -1964602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1964690.125000 Penalty: 3132.293945
	Iteration 15Q: 3 clusters Score -1964690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1964748.500000 Penalty: 3132.293945
	Iteration 16Q: 3 clusters Score -1964748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1964789.750000 Penalty: 3132.293945
	Iteration 17Q: 3 clusters Score -1964790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1964817.125000 Penalty: 3132.293945
	Iteration 18Q: 3 clusters Score -1964817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1964832.250000 Penalty: 3132.293945
	Iteration 19Q: 3 clusters Score -1964832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1964846.000000 Penalty: 3132.293945
	Iteration 20F: 3 clusters Score -1964846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1964853.125000 Penalty: 3132.293945
	Iteration 21Q: 3 clusters Score -1964853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1964852.250000 Penalty: 3132.293945
	Iteration 22Q: 3 clusters Score -1964852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1964852.250000 Penalty: 3132.293945
	Iteration 23F: 3 clusters Score -1964852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -681860.062500 Penalty: 1403.096924
	Iteration 0F: 2 clusters Score -681860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -677458.500000 Penalty: 2806.193848
	Iteration 0F: 3 clusters Score -677458.5 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -678835.000000 Penalty: 2806.193848
	Iteration 1F: 3 clusters Score -678835 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -679079.250000 Penalty: 2806.193848
	Iteration 2F: 3 clusters Score -679079.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -679287.625000 Penalty: 2806.193848
	Iteration 3F: 3 clusters Score -679287.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -679447.125000 Penalty: 2806.193848
	Iteration 4Q: 3 clusters Score -679447.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -679554.500000 Penalty: 2806.193848
	Iteration 5Q: 3 clusters Score -679554.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -679650.812500 Penalty: 2806.193848
	Iteration 6Q: 3 clusters Score -679650.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -679726.562500 Penalty: 2806.193848
	Iteration 7Q: 3 clusters Score -679726.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -679781.687500 Penalty: 2806.193848
	Iteration 8Q: 3 clusters Score -679781.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -679833.500000 Penalty: 2806.193848
	Iteration 9Q: 3 clusters Score -679833.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -679872.375000 Penalty: 2806.193848
	Iteration 10Q: 3 clusters Score -679872.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -679901.250000 Penalty: 2806.193848
	Iteration 11Q: 3 clusters Score -679901.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -679926.000000 Penalty: 2806.193848
	Iteration 12Q: 3 clusters Score -679926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -679949.625000 Penalty: 2806.193848
	Iteration 13Q: 3 clusters Score -679949.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -679965.250000 Penalty: 2806.193848
	Iteration 14Q: 3 clusters Score -679965.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -679977.437500 Penalty: 2806.193848
	Iteration 15Q: 3 clusters Score -679977.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -679995.937500 Penalty: 2806.193848
	Iteration 16Q: 3 clusters Score -679995.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -680018.250000 Penalty: 2806.193848
	Iteration 17Q: 3 clusters Score -680018.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -680042.812500 Penalty: 2806.193848
	Iteration 18Q: 3 clusters Score -680042.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -680075.812500 Penalty: 2806.193848
	Iteration 19Q: 3 clusters Score -680075.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680105.187500 Penalty: 2806.193848
	Iteration 20F: 3 clusters Score -680105.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -680123.312500 Penalty: 2806.193848
	Iteration 21Q: 3 clusters Score -680123.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -680142.625000 Penalty: 2806.193848
	Iteration 22Q: 3 clusters Score -680142.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -680163.187500 Penalty: 2806.193848
	Iteration 23Q: 3 clusters Score -680163.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -680186.250000 Penalty: 2806.193848
	Iteration 24Q: 3 clusters Score -680186.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -680201.500000 Penalty: 2806.193848
	Iteration 25Q: 3 clusters Score -680201.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -680214.312500 Penalty: 2806.193848
	Iteration 26Q: 3 clusters Score -680214.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -680224.937500 Penalty: 2806.193848
	Iteration 27Q: 3 clusters Score -680224.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -680233.375000 Penalty: 2806.193848
	Iteration 28Q: 3 clusters Score -680233.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -680240.250000 Penalty: 2806.193848
	Iteration 29Q: 3 clusters Score -680240.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -680245.312500 Penalty: 2806.193848
	Iteration 30Q: 3 clusters Score -680245.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -680250.812500 Penalty: 2806.193848
	Iteration 31Q: 3 clusters Score -680250.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -680254.000000 Penalty: 2806.193848
	Iteration 32Q: 3 clusters Score -680254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -680258.625000 Penalty: 2806.193848
	Iteration 33Q: 3 clusters Score -680258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -680262.562500 Penalty: 2806.193848
	Iteration 34Q: 3 clusters Score -680262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -680265.375000 Penalty: 2806.193848
	Iteration 35Q: 3 clusters Score -680265.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -680271.000000 Penalty: 2806.193848
	Iteration 36Q: 3 clusters Score -680271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -680276.000000 Penalty: 2806.193848
	Iteration 37Q: 3 clusters Score -680276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -680282.687500 Penalty: 2806.193848
	Iteration 38Q: 3 clusters Score -680282.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -680290.750000 Penalty: 2806.193848
	Iteration 39Q: 3 clusters Score -680290.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -680298.250000 Penalty: 2806.193848
	Iteration 40F: 3 clusters Score -680298.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -680311.375000 Penalty: 2806.193848
	Iteration 41Q: 3 clusters Score -680311.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -680330.750000 Penalty: 2806.193848
	Iteration 42Q: 3 clusters Score -680330.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -680351.250000 Penalty: 2806.193848
	Iteration 43Q: 3 clusters Score -680351.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -680370.437500 Penalty: 2806.193848
	Iteration 44Q: 3 clusters Score -680370.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -680385.812500 Penalty: 2806.193848
	Iteration 45Q: 3 clusters Score -680385.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -680398.937500 Penalty: 2806.193848
	Iteration 46Q: 3 clusters Score -680398.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -680411.187500 Penalty: 2806.193848
	Iteration 47Q: 3 clusters Score -680411.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -680421.750000 Penalty: 2806.193848
	Iteration 48Q: 3 clusters Score -680421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -680428.750000 Penalty: 2806.193848
	Iteration 49Q: 3 clusters Score -680428.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -680436.187500 Penalty: 2806.193848
	Iteration 50Q: 3 clusters Score -680436.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -680444.437500 Penalty: 2806.193848
	Iteration 51Q: 3 clusters Score -680444.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -680457.687500 Penalty: 2806.193848
	Iteration 52Q: 3 clusters Score -680457.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -680474.375000 Penalty: 2806.193848
	Iteration 53Q: 3 clusters Score -680474.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -680484.625000 Penalty: 2806.193848
	Iteration 54Q: 3 clusters Score -680484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -680496.562500 Penalty: 2806.193848
	Iteration 55Q: 3 clusters Score -680496.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -680505.937500 Penalty: 2806.193848
	Iteration 56Q: 3 clusters Score -680505.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -680515.625000 Penalty: 2806.193848
	Iteration 57Q: 3 clusters Score -680515.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -680529.062500 Penalty: 2806.193848
	Iteration 58Q: 3 clusters Score -680529.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -680542.937500 Penalty: 2806.193848
	Iteration 59Q: 3 clusters Score -680542.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -680552.937500 Penalty: 2806.193848
	Iteration 60F: 3 clusters Score -680552.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -680564.187500 Penalty: 2806.193848
	Iteration 61Q: 3 clusters Score -680564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -680571.312500 Penalty: 2806.193848
	Iteration 62Q: 3 clusters Score -680571.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -680580.750000 Penalty: 2806.193848
	Iteration 63Q: 3 clusters Score -680580.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -680589.812500 Penalty: 2806.193848
	Iteration 64Q: 3 clusters Score -680589.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -680598.375000 Penalty: 2806.193848
	Iteration 65Q: 3 clusters Score -680598.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -680603.000000 Penalty: 2806.193848
	Iteration 66Q: 3 clusters Score -680603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -680610.500000 Penalty: 2806.193848
	Iteration 67Q: 3 clusters Score -680610.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -680614.875000 Penalty: 2806.193848
	Iteration 68Q: 3 clusters Score -680614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -680619.125000 Penalty: 2806.193848
	Iteration 69Q: 3 clusters Score -680619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -680625.562500 Penalty: 2806.193848
	Iteration 70Q: 3 clusters Score -680625.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -680631.562500 Penalty: 2806.193848
	Iteration 71Q: 3 clusters Score -680631.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -680636.562500 Penalty: 2806.193848
	Iteration 72Q: 3 clusters Score -680636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -680639.937500 Penalty: 2806.193848
	Iteration 73Q: 3 clusters Score -680639.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -680645.062500 Penalty: 2806.193848
	Iteration 74Q: 3 clusters Score -680645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -680645.875000 Penalty: 2806.193848
	Iteration 75Q: 3 clusters Score -680645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -680650.125000 Penalty: 2806.193848
	Iteration 76Q: 3 clusters Score -680650.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -680654.812500 Penalty: 2806.193848
	Iteration 77Q: 3 clusters Score -680654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -680662.562500 Penalty: 2806.193848
	Iteration 78Q: 3 clusters Score -680662.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -680671.937500 Penalty: 2806.193848
	Iteration 79Q: 3 clusters Score -680671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -680680.437500 Penalty: 2806.193848
	Iteration 80F: 3 clusters Score -680680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -680686.625000 Penalty: 2806.193848
	Iteration 81Q: 3 clusters Score -680686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -680691.125000 Penalty: 2806.193848
	Iteration 82Q: 3 clusters Score -680691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -680694.000000 Penalty: 2806.193848
	Iteration 83Q: 3 clusters Score -680694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -680694.437500 Penalty: 2806.193848
	Iteration 84Q: 3 clusters Score -680694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -680697.937500 Penalty: 2806.193848
	Iteration 85Q: 3 clusters Score -680697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -680700.187500 Penalty: 2806.193848
	Iteration 86Q: 3 clusters Score -680700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -680703.437500 Penalty: 2806.193848
	Iteration 87Q: 3 clusters Score -680703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -680705.312500 Penalty: 2806.193848
	Iteration 88Q: 3 clusters Score -680705.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -680705.125000 Penalty: 2806.193848
	Iteration 89Q: 3 clusters Score -680705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -680705.375000 Penalty: 2806.193848
	Iteration 90Q: 3 clusters Score -680705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -680705.687500 Penalty: 2806.193848
	Iteration 91Q: 3 clusters Score -680705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -680706.812500 Penalty: 2806.193848
	Iteration 92Q: 3 clusters Score -680706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -680707.500000 Penalty: 2806.193848
	Iteration 93Q: 3 clusters Score -680707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -680708.000000 Penalty: 2806.193848
	Iteration 94Q: 3 clusters Score -680708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -680708.000000 Penalty: 2806.193848
	Iteration 95F: 3 clusters Score -680708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Entering Unmasked Estep 
Score: -3783896.000000 Penalty: 1665.857300
	Iteration 0F: 2 clusters Score -3783896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3764842.750000 Penalty: 3331.714600
	Iteration 0F: 3 clusters Score -3764843 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3772194.250000 Penalty: 3331.714600
	Iteration 1F: 3 clusters Score -3772194 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3772654.500000 Penalty: 3331.714600
	Iteration 2Q: 3 clusters Score -3772654 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3773165.500000 Penalty: 3331.714600
	Iteration 3Q: 3 clusters Score -3773166 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3773831.750000 Penalty: 3331.714600
	Iteration 4Q: 3 clusters Score -3773832 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3774752.750000 Penalty: 3331.714600
	Iteration 5F: 3 clusters Score -3774753 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3775994.000000 Penalty: 3331.714600
	Iteration 6F: 3 clusters Score -3775994 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3777505.750000 Penalty: 3331.714600
	Iteration 7F: 3 clusters Score -3777506 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3778918.500000 Penalty: 3331.714600
	Iteration 8F: 3 clusters Score -3778918 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3779995.500000 Penalty: 3331.714600
	Iteration 9Q: 3 clusters Score -3779996 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3780635.750000 Penalty: 3331.714600
	Iteration 10Q: 3 clusters Score -3780636 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3780975.000000 Penalty: 3331.714600
	Iteration 11Q: 3 clusters Score -3780975 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3781181.500000 Penalty: 3331.714600
	Iteration 12Q: 3 clusters Score -3781182 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3781322.750000 Penalty: 3331.714600
	Iteration 13Q: 3 clusters Score -3781323 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3781455.500000 Penalty: 3331.714600
	Iteration 14Q: 3 clusters Score -3781456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3781545.500000 Penalty: 3331.714600
	Iteration 15Q: 3 clusters Score -3781546 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3781622.000000 Penalty: 3331.714600
	Iteration 16Q: 3 clusters Score -3781622 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3781670.750000 Penalty: 3331.714600
	Iteration 17Q: 3 clusters Score -3781671 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3781711.250000 Penalty: 3331.714600
	Iteration 18Q: 3 clusters Score -3781711 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3781755.000000 Penalty: 3331.714600
	Iteration 19Q: 3 clusters Score -3781755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3781787.000000 Penalty: 3331.714600
	Iteration 20F: 3 clusters Score -3781787 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3781823.750000 Penalty: 3331.714600
	Iteration 21Q: 3 clusters Score -3781824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3781850.750000 Penalty: 3331.714600
	Iteration 22Q: 3 clusters Score -3781851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3781868.250000 Penalty: 3331.714600
	Iteration 23Q: 3 clusters Score -3781868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3781889.000000 Penalty: 3331.714600
	Iteration 24Q: 3 clusters Score -3781889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3781905.500000 Penalty: 3331.714600
	Iteration 25Q: 3 clusters Score -3781906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3781921.250000 Penalty: 3331.714600
	Iteration 26Q: 3 clusters Score -3781921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3781938.000000 Penalty: 3331.714600
	Iteration 27Q: 3 clusters Score -3781938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3781951.250000 Penalty: 3331.714600
	Iteration 28Q: 3 clusters Score -3781951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3781959.750000 Penalty: 3331.714600
	Iteration 29Q: 3 clusters Score -3781960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3781966.000000 Penalty: 3331.714600
	Iteration 30Q: 3 clusters Score -3781966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3781985.500000 Penalty: 3331.714600
	Iteration 31Q: 3 clusters Score -3781986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3781986.500000 Penalty: 3331.714600
	Iteration 32Q: 3 clusters Score -3781986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3781997.750000 Penalty: 3331.714600
	Iteration 33Q: 3 clusters Score -3781998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3782001.250000 Penalty: 3331.714600
	Iteration 34Q: 3 clusters Score -3782001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3781984.250000 Penalty: 3331.714600
	Iteration 35Q: 3 clusters Score -3781984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3781996.500000 Penalty: 3331.714600
	Iteration 36Q: 3 clusters Score -3781996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3781993.750000 Penalty: 3331.714600
	Iteration 37Q: 3 clusters Score -3781994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3781998.750000 Penalty: 3331.714600
	Iteration 38Q: 3 clusters Score -3781999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3781996.000000 Penalty: 3331.714600
	Iteration 39Q: 3 clusters Score -3781996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3782003.500000 Penalty: 3331.714600
	Iteration 40F: 3 clusters Score -3782004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3782009.000000 Penalty: 3331.714600
	Iteration 41Q: 3 clusters Score -3782009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3782013.500000 Penalty: 3331.714600
	Iteration 42Q: 3 clusters Score -3782014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3782008.250000 Penalty: 3331.714600
	Iteration 43Q: 3 clusters Score -3782008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3782009.750000 Penalty: 3331.714600
	Iteration 44Q: 3 clusters Score -3782010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3782016.500000 Penalty: 3331.714600
	Iteration 45Q: 3 clusters Score -3782016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3782015.000000 Penalty: 3331.714600
	Iteration 46Q: 3 clusters Score -3782015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3782016.250000 Penalty: 3331.714600
	Iteration 47Q: 3 clusters Score -3782016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3782012.500000 Penalty: 3331.714600
	Iteration 48Q: 3 clusters Score -3782012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3782016.250000 Penalty: 3331.714600
	Iteration 49Q: 3 clusters Score -3782016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3782015.000000 Penalty: 3331.714600
	Iteration 50Q: 3 clusters Score -3782015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3782022.500000 Penalty: 3331.714600
	Iteration 51Q: 3 clusters Score -3782022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3782023.750000 Penalty: 3331.714600
	Iteration 52Q: 3 clusters Score -3782024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3782030.250000 Penalty: 3331.714600
	Iteration 53Q: 3 clusters Score -3782030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3782029.250000 Penalty: 3331.714600
	Iteration 54Q: 3 clusters Score -3782029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3782035.250000 Penalty: 3331.714600
	Iteration 55Q: 3 clusters Score -3782035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3782035.000000 Penalty: 3331.714600
	Iteration 56Q: 3 clusters Score -3782035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3782033.500000 Penalty: 3331.714600
	Iteration 57Q: 3 clusters Score -3782034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3782049.250000 Penalty: 3331.714600
	Iteration 58Q: 3 clusters Score -3782049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3782041.000000 Penalty: 3331.714600
	Iteration 59Q: 3 clusters Score -3782041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3782039.000000 Penalty: 3331.714600
	Iteration 60F: 3 clusters Score -3782039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3782038.750000 Penalty: 3331.714600
	Iteration 61Q: 3 clusters Score -3782039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3782036.500000 Penalty: 3331.714600
	Iteration 62Q: 3 clusters Score -3782036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3782033.250000 Penalty: 3331.714600
	Iteration 63Q: 3 clusters Score -3782033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3782035.250000 Penalty: 3331.714600
	Iteration 64Q: 3 clusters Score -3782035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3782032.250000 Penalty: 3331.714600
	Iteration 65Q: 3 clusters Score -3782032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3782032.250000 Penalty: 3331.714600
	Iteration 66Q: 3 clusters Score -3782032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3782037.250000 Penalty: 3331.714600
	Iteration 67Q: 3 clusters Score -3782037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3782036.250000 Penalty: 3331.714600
	Iteration 68Q: 3 clusters Score -3782036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3782038.750000 Penalty: 3331.714600
	Iteration 69Q: 3 clusters Score -3782039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3782031.000000 Penalty: 3331.714600
	Iteration 70Q: 3 clusters Score -3782031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3782038.250000 Penalty: 3331.714600
	Iteration 71Q: 3 clusters Score -3782038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3782036.750000 Penalty: 3331.714600
	Iteration 72Q: 3 clusters Score -3782037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3782035.250000 Penalty: 3331.714600
	Iteration 73Q: 3 clusters Score -3782035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3782039.500000 Penalty: 3331.714600
	Iteration 74Q: 3 clusters Score -3782040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3782045.000000 Penalty: 3331.714600
	Iteration 75Q: 3 clusters Score -3782045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3782050.750000 Penalty: 3331.714600
	Iteration 76Q: 3 clusters Score -3782051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3782050.750000 Penalty: 3331.714600
	Iteration 77F: 3 clusters Score -3782051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -797826.312500 Penalty: 1423.242065
	Iteration 0F: 2 clusters Score -797826.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -793073.937500 Penalty: 2846.484131
	Iteration 0F: 3 clusters Score -793073.9 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -794524.375000 Penalty: 2846.484131
	Iteration 1F: 3 clusters Score -794524.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -794749.562500 Penalty: 2846.484131
	Iteration 2F: 3 clusters Score -794749.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -794908.312500 Penalty: 2846.484131
	Iteration 3Q: 3 clusters Score -794908.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -795046.312500 Penalty: 2846.484131
	Iteration 4Q: 3 clusters Score -795046.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -795147.875000 Penalty: 2846.484131
	Iteration 5Q: 3 clusters Score -795147.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -795252.750000 Penalty: 2846.484131
	Iteration 6Q: 3 clusters Score -795252.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -795365.062500 Penalty: 2846.484131
	Iteration 7Q: 3 clusters Score -795365.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -795510.687500 Penalty: 2846.484131
	Iteration 8Q: 3 clusters Score -795510.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -795653.687500 Penalty: 2846.484131
	Iteration 9Q: 3 clusters Score -795653.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -795807.937500 Penalty: 2846.484131
	Iteration 10Q: 3 clusters Score -795807.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -795995.937500 Penalty: 2846.484131
	Iteration 11Q: 3 clusters Score -795995.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -796192.500000 Penalty: 2846.484131
	Iteration 12Q: 3 clusters Score -796192.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -796415.500000 Penalty: 2846.484131
	Iteration 13Q: 3 clusters Score -796415.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -796659.500000 Penalty: 2846.484131
	Iteration 14Q: 3 clusters Score -796659.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -796957.375000 Penalty: 2846.484131
	Iteration 15Q: 3 clusters Score -796957.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -797262.312500 Penalty: 2846.484131
	Iteration 16Q: 3 clusters Score -797262.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -797391.437500 Penalty: 2846.484131
	Iteration 17Q: 3 clusters Score -797391.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -797445.562500 Penalty: 2846.484131
	Iteration 18Q: 3 clusters Score -797445.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -797465.312500 Penalty: 2846.484131
	Iteration 19Q: 3 clusters Score -797465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -797473.750000 Penalty: 2846.484131
	Iteration 20F: 3 clusters Score -797473.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -797486.812500 Penalty: 2846.484131
	Iteration 21Q: 3 clusters Score -797486.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -797494.625000 Penalty: 2846.484131
	Iteration 22Q: 3 clusters Score -797494.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -797502.312500 Penalty: 2846.484131
	Iteration 23Q: 3 clusters Score -797502.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -797504.250000 Penalty: 2846.484131
	Iteration 24Q: 3 clusters Score -797504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -797506.875000 Penalty: 2846.484131
	Iteration 25Q: 3 clusters Score -797506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -797514.187500 Penalty: 2846.484131
	Iteration 26Q: 3 clusters Score -797514.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -797514.687500 Penalty: 2846.484131
	Iteration 27Q: 3 clusters Score -797514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -797515.312500 Penalty: 2846.484131
	Iteration 28Q: 3 clusters Score -797515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -797515.250000 Penalty: 2846.484131
	Iteration 29Q: 3 clusters Score -797515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -797516.187500 Penalty: 2846.484131
	Iteration 30Q: 3 clusters Score -797516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -797516.187500 Penalty: 2846.484131
	Iteration 31Q: 3 clusters Score -797516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -797516.187500 Penalty: 2846.484131
	Iteration 32F: 3 clusters Score -797516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (66278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Entering Unmasked Estep 
Score: -8797673.000000 Penalty: 1804.012085
	Iteration 0F: 2 clusters Score -8797673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -8754233.000000 Penalty: 3608.024170
	Iteration 0F: 3 clusters Score -8754233 nChanged 31225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -8772200.000000 Penalty: 3608.024170
	Iteration 1F: 3 clusters Score -8772200 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -8772853.000000 Penalty: 3608.024170
	Iteration 2Q: 3 clusters Score -8772853 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -8773725.000000 Penalty: 3608.024170
	Iteration 3Q: 3 clusters Score -8773725 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8774866.000000 Penalty: 3608.024170
	Iteration 4Q: 3 clusters Score -8774866 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8776616.000000 Penalty: 3608.024170
	Iteration 5F: 3 clusters Score -8776616 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -8779377.000000 Penalty: 3608.024170
	Iteration 6F: 3 clusters Score -8779377 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -8783299.000000 Penalty: 3608.024170
	Iteration 7F: 3 clusters Score -8783299 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -8788130.000000 Penalty: 3608.024170
	Iteration 8F: 3 clusters Score -8788130 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -8792485.000000 Penalty: 3608.024170
	Iteration 9F: 3 clusters Score -8792485 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -8794751.000000 Penalty: 3608.024170
	Iteration 10Q: 3 clusters Score -8794751 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -8795623.000000 Penalty: 3608.024170
	Iteration 11Q: 3 clusters Score -8795623 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -8795913.000000 Penalty: 3608.024170
	Iteration 12Q: 3 clusters Score -8795913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -8796030.000000 Penalty: 3608.024170
	Iteration 13Q: 3 clusters Score -8796030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -8796067.000000 Penalty: 3608.024170
	Iteration 14Q: 3 clusters Score -8796067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -8796084.000000 Penalty: 3608.024170
	Iteration 15Q: 3 clusters Score -8796084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -8796091.000000 Penalty: 3608.024170
	Iteration 16Q: 3 clusters Score -8796091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -8796105.000000 Penalty: 3608.024170
	Iteration 17Q: 3 clusters Score -8796105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -8796103.000000 Penalty: 3608.024170
	Iteration 18Q: 3 clusters Score -8796103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -8796103.000000 Penalty: 3608.024170
	Iteration 19F: 3 clusters Score -8796103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Entering Unmasked Estep 
Score: -7992397.000000 Penalty: 1788.282104
	Iteration 0F: 2 clusters Score -7992397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -7952497.500000 Penalty: 3576.564209
	Iteration 0F: 3 clusters Score -7952498 nChanged 28314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7968677.500000 Penalty: 3576.564209
	Iteration 1F: 3 clusters Score -7968678 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7969257.000000 Penalty: 3576.564209
	Iteration 2Q: 3 clusters Score -7969257 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -7969859.500000 Penalty: 3576.564209
	Iteration 3Q: 3 clusters Score -7969860 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -7970624.500000 Penalty: 3576.564209
	Iteration 4Q: 3 clusters Score -7970624 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7971775.500000 Penalty: 3576.564209
	Iteration 5Q: 3 clusters Score -7971776 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -7973370.500000 Penalty: 3576.564209
	Iteration 6Q: 3 clusters Score -7973370 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7975615.000000 Penalty: 3576.564209
	Iteration 7F: 3 clusters Score -7975615 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -7978236.000000 Penalty: 3576.564209
	Iteration 8F: 3 clusters Score -7978236 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -7980929.500000 Penalty: 3576.564209
	Iteration 9F: 3 clusters Score -7980930 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -7983306.000000 Penalty: 3576.564209
	Iteration 10F: 3 clusters Score -7983306 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -7985196.500000 Penalty: 3576.564209
	Iteration 11Q: 3 clusters Score -7985196 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -7986753.000000 Penalty: 3576.564209
	Iteration 12Q: 3 clusters Score -7986753 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7987757.500000 Penalty: 3576.564209
	Iteration 13Q: 3 clusters Score -7987758 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -7988527.500000 Penalty: 3576.564209
	Iteration 14Q: 3 clusters Score -7988528 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -7989165.000000 Penalty: 3576.564209
	Iteration 15Q: 3 clusters Score -7989165 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7989689.000000 Penalty: 3576.564209
	Iteration 16Q: 3 clusters Score -7989689 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -7990056.500000 Penalty: 3576.564209
	Iteration 17Q: 3 clusters Score -7990056 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -7990312.500000 Penalty: 3576.564209
	Iteration 18Q: 3 clusters Score -7990312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -7990505.000000 Penalty: 3576.564209
	Iteration 19Q: 3 clusters Score -7990505 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -7990638.000000 Penalty: 3576.564209
	Iteration 20F: 3 clusters Score -7990638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -7990720.500000 Penalty: 3576.564209
	Iteration 21Q: 3 clusters Score -7990720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -7990768.000000 Penalty: 3576.564209
	Iteration 22Q: 3 clusters Score -7990768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -7990806.000000 Penalty: 3576.564209
	Iteration 23Q: 3 clusters Score -7990806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -7990839.000000 Penalty: 3576.564209
	Iteration 24Q: 3 clusters Score -7990839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -7990874.500000 Penalty: 3576.564209
	Iteration 25Q: 3 clusters Score -7990874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -7990874.000000 Penalty: 3576.564209
	Iteration 26Q: 3 clusters Score -7990874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -7990885.000000 Penalty: 3576.564209
	Iteration 27Q: 3 clusters Score -7990885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -7990903.500000 Penalty: 3576.564209
	Iteration 28Q: 3 clusters Score -7990904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -7990914.500000 Penalty: 3576.564209
	Iteration 29Q: 3 clusters Score -7990914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -7990909.000000 Penalty: 3576.564209
	Iteration 30Q: 3 clusters Score -7990909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -7990912.500000 Penalty: 3576.564209
	Iteration 31Q: 3 clusters Score -7990912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -7990912.500000 Penalty: 3576.564209
	Iteration 32F: 3 clusters Score -7990912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Entering Unmasked Estep 
Score: -1989642.250000 Penalty: 1570.362549
	Iteration 0F: 2 clusters Score -1989642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1978786.250000 Penalty: 3140.725098
	Iteration 0F: 3 clusters Score -1978786 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1982713.500000 Penalty: 3140.725098
	Iteration 1F: 3 clusters Score -1982714 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1983126.750000 Penalty: 3140.725098
	Iteration 2F: 3 clusters Score -1983127 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1983594.625000 Penalty: 3140.725098
	Iteration 3F: 3 clusters Score -1983595 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1984062.750000 Penalty: 3140.725098
	Iteration 4F: 3 clusters Score -1984063 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1984557.625000 Penalty: 3140.725098
	Iteration 5F: 3 clusters Score -1984558 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1985240.125000 Penalty: 3140.725098
	Iteration 6F: 3 clusters Score -1985240 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1986124.000000 Penalty: 3140.725098
	Iteration 7F: 3 clusters Score -1986124 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1986964.500000 Penalty: 3140.725098
	Iteration 8F: 3 clusters Score -1986964 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1987452.250000 Penalty: 3140.725098
	Iteration 9Q: 3 clusters Score -1987452 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1987673.750000 Penalty: 3140.725098
	Iteration 10Q: 3 clusters Score -1987674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1987784.125000 Penalty: 3140.725098
	Iteration 11Q: 3 clusters Score -1987784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1987857.000000 Penalty: 3140.725098
	Iteration 12Q: 3 clusters Score -1987857 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1987920.250000 Penalty: 3140.725098
	Iteration 13Q: 3 clusters Score -1987920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1987972.500000 Penalty: 3140.725098
	Iteration 14Q: 3 clusters Score -1987972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1988002.875000 Penalty: 3140.725098
	Iteration 15Q: 3 clusters Score -1988003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1988031.250000 Penalty: 3140.725098
	Iteration 16Q: 3 clusters Score -1988031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1988047.500000 Penalty: 3140.725098
	Iteration 17Q: 3 clusters Score -1988048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1988076.875000 Penalty: 3140.725098
	Iteration 18Q: 3 clusters Score -1988077 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1988099.625000 Penalty: 3140.725098
	Iteration 19Q: 3 clusters Score -1988100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1988116.125000 Penalty: 3140.725098
	Iteration 20F: 3 clusters Score -1988116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1988136.625000 Penalty: 3140.725098
	Iteration 21Q: 3 clusters Score -1988137 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1988160.250000 Penalty: 3140.725098
	Iteration 22Q: 3 clusters Score -1988160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1988196.750000 Penalty: 3140.725098
	Iteration 23Q: 3 clusters Score -1988197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1988210.125000 Penalty: 3140.725098
	Iteration 24Q: 3 clusters Score -1988210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1988239.000000 Penalty: 3140.725098
	Iteration 25Q: 3 clusters Score -1988239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1988263.875000 Penalty: 3140.725098
	Iteration 26Q: 3 clusters Score -1988264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1988289.875000 Penalty: 3140.725098
	Iteration 27Q: 3 clusters Score -1988290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1988311.750000 Penalty: 3140.725098
	Iteration 28Q: 3 clusters Score -1988312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1988333.375000 Penalty: 3140.725098
	Iteration 29Q: 3 clusters Score -1988333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1988354.750000 Penalty: 3140.725098
	Iteration 30Q: 3 clusters Score -1988355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1988371.125000 Penalty: 3140.725098
	Iteration 31Q: 3 clusters Score -1988371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1988383.875000 Penalty: 3140.725098
	Iteration 32Q: 3 clusters Score -1988384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1988397.500000 Penalty: 3140.725098
	Iteration 33Q: 3 clusters Score -1988398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1988409.500000 Penalty: 3140.725098
	Iteration 34Q: 3 clusters Score -1988410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1988417.375000 Penalty: 3140.725098
	Iteration 35Q: 3 clusters Score -1988417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1988432.375000 Penalty: 3140.725098
	Iteration 36Q: 3 clusters Score -1988432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1988441.875000 Penalty: 3140.725098
	Iteration 37Q: 3 clusters Score -1988442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1988455.625000 Penalty: 3140.725098
	Iteration 38Q: 3 clusters Score -1988456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1988469.625000 Penalty: 3140.725098
	Iteration 39Q: 3 clusters Score -1988470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1988474.875000 Penalty: 3140.725098
	Iteration 40F: 3 clusters Score -1988475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1988486.750000 Penalty: 3140.725098
	Iteration 41Q: 3 clusters Score -1988487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1988488.875000 Penalty: 3140.725098
	Iteration 42Q: 3 clusters Score -1988489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1988496.375000 Penalty: 3140.725098
	Iteration 43Q: 3 clusters Score -1988496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1988496.500000 Penalty: 3140.725098
	Iteration 44Q: 3 clusters Score -1988496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1988499.875000 Penalty: 3140.725098
	Iteration 45Q: 3 clusters Score -1988500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1988506.000000 Penalty: 3140.725098
	Iteration 46Q: 3 clusters Score -1988506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1988505.750000 Penalty: 3140.725098
	Iteration 47Q: 3 clusters Score -1988506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1988513.750000 Penalty: 3140.725098
	Iteration 48Q: 3 clusters Score -1988514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1988517.500000 Penalty: 3140.725098
	Iteration 49Q: 3 clusters Score -1988518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1988517.875000 Penalty: 3140.725098
	Iteration 50Q: 3 clusters Score -1988518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1988528.375000 Penalty: 3140.725098
	Iteration 51Q: 3 clusters Score -1988528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1988522.375000 Penalty: 3140.725098
	Iteration 52Q: 3 clusters Score -1988522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1988525.750000 Penalty: 3140.725098
	Iteration 53Q: 3 clusters Score -1988526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1988529.625000 Penalty: 3140.725098
	Iteration 54Q: 3 clusters Score -1988530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1988537.375000 Penalty: 3140.725098
	Iteration 55Q: 3 clusters Score -1988537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1988545.125000 Penalty: 3140.725098
	Iteration 56Q: 3 clusters Score -1988545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1988554.375000 Penalty: 3140.725098
	Iteration 57Q: 3 clusters Score -1988554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1988560.500000 Penalty: 3140.725098
	Iteration 58Q: 3 clusters Score -1988560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1988564.625000 Penalty: 3140.725098
	Iteration 59Q: 3 clusters Score -1988565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1988576.000000 Penalty: 3140.725098
	Iteration 60F: 3 clusters Score -1988576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1988576.250000 Penalty: 3140.725098
	Iteration 61Q: 3 clusters Score -1988576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1988583.625000 Penalty: 3140.725098
	Iteration 62Q: 3 clusters Score -1988584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1988582.375000 Penalty: 3140.725098
	Iteration 63Q: 3 clusters Score -1988582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1988591.250000 Penalty: 3140.725098
	Iteration 64Q: 3 clusters Score -1988591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1988598.500000 Penalty: 3140.725098
	Iteration 65Q: 3 clusters Score -1988598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1988608.375000 Penalty: 3140.725098
	Iteration 66Q: 3 clusters Score -1988608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1988611.250000 Penalty: 3140.725098
	Iteration 67Q: 3 clusters Score -1988611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1988609.875000 Penalty: 3140.725098
	Iteration 68Q: 3 clusters Score -1988610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1988611.250000 Penalty: 3140.725098
	Iteration 69Q: 3 clusters Score -1988611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1988614.375000 Penalty: 3140.725098
	Iteration 70Q: 3 clusters Score -1988614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1988618.750000 Penalty: 3140.725098
	Iteration 71Q: 3 clusters Score -1988619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1988623.375000 Penalty: 3140.725098
	Iteration 72Q: 3 clusters Score -1988623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1988622.750000 Penalty: 3140.725098
	Iteration 73Q: 3 clusters Score -1988623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1988626.750000 Penalty: 3140.725098
	Iteration 74Q: 3 clusters Score -1988627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1988633.250000 Penalty: 3140.725098
	Iteration 75Q: 3 clusters Score -1988633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1988634.625000 Penalty: 3140.725098
	Iteration 76Q: 3 clusters Score -1988635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1988634.625000 Penalty: 3140.725098
	Iteration 77Q: 3 clusters Score -1988635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1988639.375000 Penalty: 3140.725098
	Iteration 78Q: 3 clusters Score -1988639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1988642.375000 Penalty: 3140.725098
	Iteration 79Q: 3 clusters Score -1988642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1988652.625000 Penalty: 3140.725098
	Iteration 80F: 3 clusters Score -1988653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1988649.750000 Penalty: 3140.725098
	Iteration 81Q: 3 clusters Score -1988650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1988651.125000 Penalty: 3140.725098
	Iteration 82Q: 3 clusters Score -1988651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1988651.375000 Penalty: 3140.725098
	Iteration 83Q: 3 clusters Score -1988651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1988652.625000 Penalty: 3140.725098
	Iteration 84Q: 3 clusters Score -1988653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1988654.750000 Penalty: 3140.725098
	Iteration 85Q: 3 clusters Score -1988655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1988653.875000 Penalty: 3140.725098
	Iteration 86Q: 3 clusters Score -1988654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1988653.000000 Penalty: 3140.725098
	Iteration 87Q: 3 clusters Score -1988653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1988658.250000 Penalty: 3140.725098
	Iteration 88Q: 3 clusters Score -1988658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1988657.375000 Penalty: 3140.725098
	Iteration 89Q: 3 clusters Score -1988657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1988658.750000 Penalty: 3140.725098
	Iteration 90Q: 3 clusters Score -1988659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1988660.000000 Penalty: 3140.725098
	Iteration 91Q: 3 clusters Score -1988660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1988660.875000 Penalty: 3140.725098
	Iteration 92Q: 3 clusters Score -1988661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1988663.500000 Penalty: 3140.725098
	Iteration 93Q: 3 clusters Score -1988664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1988665.250000 Penalty: 3140.725098
	Iteration 94Q: 3 clusters Score -1988665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1988662.125000 Penalty: 3140.725098
	Iteration 95Q: 3 clusters Score -1988662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1988664.125000 Penalty: 3140.725098
	Iteration 96Q: 3 clusters Score -1988664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1988665.250000 Penalty: 3140.725098
	Iteration 97Q: 3 clusters Score -1988665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1988666.500000 Penalty: 3140.725098
	Iteration 98Q: 3 clusters Score -1988666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1988668.625000 Penalty: 3140.725098
	Iteration 99Q: 3 clusters Score -1988669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1988668.875000 Penalty: 3140.725098
	Iteration 100F: 3 clusters Score -1988669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1988670.625000 Penalty: 3140.725098
	Iteration 101Q: 3 clusters Score -1988671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1988668.125000 Penalty: 3140.725098
	Iteration 102Q: 3 clusters Score -1988668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1988669.250000 Penalty: 3140.725098
	Iteration 103Q: 3 clusters Score -1988669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1988666.125000 Penalty: 3140.725098
	Iteration 104Q: 3 clusters Score -1988666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1988666.125000 Penalty: 3140.725098
	Iteration 105F: 3 clusters Score -1988666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Entering Unmasked Estep 
Score: -2032146.750000 Penalty: 1565.680054
	Iteration 0F: 2 clusters Score -2032147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2021610.125000 Penalty: 3131.360107
	Iteration 0F: 3 clusters Score -2021610 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2025092.875000 Penalty: 3131.360107
	Iteration 1F: 3 clusters Score -2025093 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2025367.250000 Penalty: 3131.360107
	Iteration 2F: 3 clusters Score -2025367 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2025588.750000 Penalty: 3131.360107
	Iteration 3Q: 3 clusters Score -2025589 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2025816.250000 Penalty: 3131.360107
	Iteration 4Q: 3 clusters Score -2025816 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2026020.000000 Penalty: 3131.360107
	Iteration 5Q: 3 clusters Score -2026020 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2026265.375000 Penalty: 3131.360107
	Iteration 6Q: 3 clusters Score -2026265 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2026629.000000 Penalty: 3131.360107
	Iteration 7Q: 3 clusters Score -2026629 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2027130.750000 Penalty: 3131.360107
	Iteration 8F: 3 clusters Score -2027131 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2027748.500000 Penalty: 3131.360107
	Iteration 9F: 3 clusters Score -2027748 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2028482.750000 Penalty: 3131.360107
	Iteration 10F: 3 clusters Score -2028483 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2029246.000000 Penalty: 3131.360107
	Iteration 11F: 3 clusters Score -2029246 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2029889.500000 Penalty: 3131.360107
	Iteration 12Q: 3 clusters Score -2029890 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2030325.125000 Penalty: 3131.360107
	Iteration 13Q: 3 clusters Score -2030325 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2030529.125000 Penalty: 3131.360107
	Iteration 14Q: 3 clusters Score -2030529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2030625.625000 Penalty: 3131.360107
	Iteration 15Q: 3 clusters Score -2030626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2030669.250000 Penalty: 3131.360107
	Iteration 16Q: 3 clusters Score -2030669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2030703.750000 Penalty: 3131.360107
	Iteration 17Q: 3 clusters Score -2030704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2030732.875000 Penalty: 3131.360107
	Iteration 18Q: 3 clusters Score -2030733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2030747.250000 Penalty: 3131.360107
	Iteration 19Q: 3 clusters Score -2030747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2030754.375000 Penalty: 3131.360107
	Iteration 20F: 3 clusters Score -2030754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2030762.250000 Penalty: 3131.360107
	Iteration 21Q: 3 clusters Score -2030762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2030771.875000 Penalty: 3131.360107
	Iteration 22Q: 3 clusters Score -2030772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2030776.625000 Penalty: 3131.360107
	Iteration 23Q: 3 clusters Score -2030777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2030778.125000 Penalty: 3131.360107
	Iteration 24Q: 3 clusters Score -2030778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2030780.125000 Penalty: 3131.360107
	Iteration 25Q: 3 clusters Score -2030780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2030781.500000 Penalty: 3131.360107
	Iteration 26Q: 3 clusters Score -2030782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2030784.000000 Penalty: 3131.360107
	Iteration 27Q: 3 clusters Score -2030784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2030784.000000 Penalty: 3131.360107
	Iteration 28F: 3 clusters Score -2030784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -157483.265625 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -157483.3 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 719 members 
Entering Unmasked Estep 
Score: -155860.296875 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -155860.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156453.984375 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -156454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156736.015625 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -156736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156943.781250 Penalty: 2360.354248
	Iteration 3F: 3 clusters Score -156943.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157105.171875 Penalty: 2360.354248
	Iteration 4F: 3 clusters Score -157105.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157225.390625 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -157225.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -157291.140625 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -157291.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157339.125000 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -157339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157364.640625 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -157364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157374.031250 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -157374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157376.687500 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -157376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -157378.203125 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -157378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157381.156250 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -157381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157381.156250 Penalty: 2360.354248
	Iteration 13F: 3 clusters Score -157381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Entering Unmasked Estep 
Score: -2516269.750000 Penalty: 1603.645142
	Iteration 0F: 2 clusters Score -2516270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2503126.000000 Penalty: 3207.290283
	Iteration 0F: 3 clusters Score -2503126 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2507914.250000 Penalty: 3207.290283
	Iteration 1F: 3 clusters Score -2507914 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2508374.000000 Penalty: 3207.290283
	Iteration 2F: 3 clusters Score -2508374 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2508908.500000 Penalty: 3207.290283
	Iteration 3F: 3 clusters Score -2508908 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2509594.000000 Penalty: 3207.290283
	Iteration 4F: 3 clusters Score -2509594 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2510546.000000 Penalty: 3207.290283
	Iteration 5F: 3 clusters Score -2510546 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2511692.250000 Penalty: 3207.290283
	Iteration 6F: 3 clusters Score -2511692 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2512818.500000 Penalty: 3207.290283
	Iteration 7F: 3 clusters Score -2512818 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2513654.750000 Penalty: 3207.290283
	Iteration 8Q: 3 clusters Score -2513655 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2514216.750000 Penalty: 3207.290283
	Iteration 9Q: 3 clusters Score -2514217 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2514480.750000 Penalty: 3207.290283
	Iteration 10Q: 3 clusters Score -2514481 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2514629.750000 Penalty: 3207.290283
	Iteration 11Q: 3 clusters Score -2514630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2514734.000000 Penalty: 3207.290283
	Iteration 12Q: 3 clusters Score -2514734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2514786.250000 Penalty: 3207.290283
	Iteration 13Q: 3 clusters Score -2514786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2514825.750000 Penalty: 3207.290283
	Iteration 14Q: 3 clusters Score -2514826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2514839.250000 Penalty: 3207.290283
	Iteration 15Q: 3 clusters Score -2514839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2514849.500000 Penalty: 3207.290283
	Iteration 16Q: 3 clusters Score -2514850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2514865.500000 Penalty: 3207.290283
	Iteration 17Q: 3 clusters Score -2514866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2514877.000000 Penalty: 3207.290283
	Iteration 18Q: 3 clusters Score -2514877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2514883.750000 Penalty: 3207.290283
	Iteration 19Q: 3 clusters Score -2514884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2514893.500000 Penalty: 3207.290283
	Iteration 20F: 3 clusters Score -2514894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2514900.500000 Penalty: 3207.290283
	Iteration 21Q: 3 clusters Score -2514900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2514902.750000 Penalty: 3207.290283
	Iteration 22Q: 3 clusters Score -2514903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2514904.500000 Penalty: 3207.290283
	Iteration 23Q: 3 clusters Score -2514904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2514908.250000 Penalty: 3207.290283
	Iteration 24Q: 3 clusters Score -2514908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2514908.250000 Penalty: 3207.290283
	Iteration 25F: 3 clusters Score -2514908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -336597.437500 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -336597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -334057.968750 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -334058 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -334686.187500 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -334686.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -334833.281250 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -334833.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -334919.968750 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -334920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -334980.406250 Penalty: 2566.863037
	Iteration 4Q: 3 clusters Score -334980.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -335025.406250 Penalty: 2566.863037
	Iteration 5Q: 3 clusters Score -335025.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -335069.687500 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -335069.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -335114.937500 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -335114.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -335160.937500 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -335160.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -335193.718750 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -335193.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -335217.750000 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -335217.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -335242.375000 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -335242.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -335266.375000 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -335266.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -335283.000000 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -335283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -335297.781250 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -335297.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -335316.156250 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -335316.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -335338.750000 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -335338.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -335355.875000 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -335355.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -335365.593750 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -335365.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -335375.437500 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -335375.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -335383.125000 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -335383.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -335386.187500 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -335386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -335391.218750 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -335391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -335392.968750 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -335393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -335396.625000 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -335396.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -335399.656250 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -335399.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -335402.093750 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -335402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -335405.656250 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -335405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -335408.437500 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -335408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -335412.000000 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -335412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -335414.531250 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -335414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -335418.406250 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -335418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -335422.968750 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -335423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -335426.625000 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -335426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -335431.281250 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -335431.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -335436.781250 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -335436.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -335442.218750 Penalty: 2566.863037
	Iteration 36Q: 3 clusters Score -335442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -335445.718750 Penalty: 2566.863037
	Iteration 37Q: 3 clusters Score -335445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -335450.906250 Penalty: 2566.863037
	Iteration 38Q: 3 clusters Score -335450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -335453.500000 Penalty: 2566.863037
	Iteration 39Q: 3 clusters Score -335453.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -335455.218750 Penalty: 2566.863037
	Iteration 40F: 3 clusters Score -335455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -335456.343750 Penalty: 2566.863037
	Iteration 41Q: 3 clusters Score -335456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -335456.687500 Penalty: 2566.863037
	Iteration 42Q: 3 clusters Score -335456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -335457.218750 Penalty: 2566.863037
	Iteration 43Q: 3 clusters Score -335457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -335458.500000 Penalty: 2566.863037
	Iteration 44Q: 3 clusters Score -335458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -335459.468750 Penalty: 2566.863037
	Iteration 45Q: 3 clusters Score -335459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -335460.750000 Penalty: 2566.863037
	Iteration 46Q: 3 clusters Score -335460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -335463.500000 Penalty: 2566.863037
	Iteration 47Q: 3 clusters Score -335463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -335464.281250 Penalty: 2566.863037
	Iteration 48Q: 3 clusters Score -335464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -335466.500000 Penalty: 2566.863037
	Iteration 49Q: 3 clusters Score -335466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -335467.968750 Penalty: 2566.863037
	Iteration 50Q: 3 clusters Score -335468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -335471.406250 Penalty: 2566.863037
	Iteration 51Q: 3 clusters Score -335471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -335472.406250 Penalty: 2566.863037
	Iteration 52Q: 3 clusters Score -335472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -335473.500000 Penalty: 2566.863037
	Iteration 53Q: 3 clusters Score -335473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -335473.593750 Penalty: 2566.863037
	Iteration 54Q: 3 clusters Score -335473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -335473.593750 Penalty: 2566.863037
	Iteration 55F: 3 clusters Score -335473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -699266.750000 Penalty: 1398.137207
	Iteration 0F: 2 clusters Score -699266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -695027.937500 Penalty: 2796.274414
	Iteration 0F: 3 clusters Score -695027.9 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -696216.750000 Penalty: 2796.274414
	Iteration 1F: 3 clusters Score -696216.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -696481.562500 Penalty: 2796.274414
	Iteration 2F: 3 clusters Score -696481.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -696761.125000 Penalty: 2796.274414
	Iteration 3F: 3 clusters Score -696761.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -697173.250000 Penalty: 2796.274414
	Iteration 4F: 3 clusters Score -697173.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -697677.687500 Penalty: 2796.274414
	Iteration 5F: 3 clusters Score -697677.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -698054.312500 Penalty: 2796.274414
	Iteration 6F: 3 clusters Score -698054.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -698299.937500 Penalty: 2796.274414
	Iteration 7F: 3 clusters Score -698299.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -698461.125000 Penalty: 2796.274414
	Iteration 8Q: 3 clusters Score -698461.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -698576.000000 Penalty: 2796.274414
	Iteration 9Q: 3 clusters Score -698576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -698669.375000 Penalty: 2796.274414
	Iteration 10Q: 3 clusters Score -698669.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -698752.937500 Penalty: 2796.274414
	Iteration 11Q: 3 clusters Score -698752.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -698817.812500 Penalty: 2796.274414
	Iteration 12Q: 3 clusters Score -698817.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -698856.812500 Penalty: 2796.274414
	Iteration 13Q: 3 clusters Score -698856.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -698881.687500 Penalty: 2796.274414
	Iteration 14Q: 3 clusters Score -698881.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -698895.062500 Penalty: 2796.274414
	Iteration 15Q: 3 clusters Score -698895.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -698900.312500 Penalty: 2796.274414
	Iteration 16Q: 3 clusters Score -698900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -698905.125000 Penalty: 2796.274414
	Iteration 17Q: 3 clusters Score -698905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -698906.687500 Penalty: 2796.274414
	Iteration 18Q: 3 clusters Score -698906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -698908.750000 Penalty: 2796.274414
	Iteration 19Q: 3 clusters Score -698908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -698910.937500 Penalty: 2796.274414
	Iteration 20F: 3 clusters Score -698910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -698910.062500 Penalty: 2796.274414
	Iteration 21Q: 3 clusters Score -698910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -698910.750000 Penalty: 2796.274414
	Iteration 22Q: 3 clusters Score -698910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -698910.687500 Penalty: 2796.274414
	Iteration 23Q: 3 clusters Score -698910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -698910.687500 Penalty: 2796.274414
	Iteration 24F: 3 clusters Score -698910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Entering Unmasked Estep 
Score: -5312147.000000 Penalty: 1722.816162
	Iteration 0F: 2 clusters Score -5312147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5285204.000000 Penalty: 3445.632324
	Iteration 0F: 3 clusters Score -5285204 nChanged 18735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5295667.500000 Penalty: 3445.632324
	Iteration 1F: 3 clusters Score -5295668 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5296049.000000 Penalty: 3445.632324
	Iteration 2Q: 3 clusters Score -5296049 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5296441.500000 Penalty: 3445.632324
	Iteration 3Q: 3 clusters Score -5296442 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5296870.000000 Penalty: 3445.632324
	Iteration 4Q: 3 clusters Score -5296870 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5297311.000000 Penalty: 3445.632324
	Iteration 5Q: 3 clusters Score -5297311 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5297878.000000 Penalty: 3445.632324
	Iteration 6Q: 3 clusters Score -5297878 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -5298710.500000 Penalty: 3445.632324
	Iteration 7Q: 3 clusters Score -5298710 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5299839.000000 Penalty: 3445.632324
	Iteration 8Q: 3 clusters Score -5299839 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -5301473.000000 Penalty: 3445.632324
	Iteration 9F: 3 clusters Score -5301473 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5303481.500000 Penalty: 3445.632324
	Iteration 10F: 3 clusters Score -5303482 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -5305317.500000 Penalty: 3445.632324
	Iteration 11F: 3 clusters Score -5305318 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5306478.500000 Penalty: 3445.632324
	Iteration 12Q: 3 clusters Score -5306478 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5307141.000000 Penalty: 3445.632324
	Iteration 13Q: 3 clusters Score -5307141 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5307534.500000 Penalty: 3445.632324
	Iteration 14Q: 3 clusters Score -5307534 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5307821.000000 Penalty: 3445.632324
	Iteration 15Q: 3 clusters Score -5307821 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5308098.500000 Penalty: 3445.632324
	Iteration 16Q: 3 clusters Score -5308098 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -5308333.500000 Penalty: 3445.632324
	Iteration 17Q: 3 clusters Score -5308334 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5308547.500000 Penalty: 3445.632324
	Iteration 18Q: 3 clusters Score -5308548 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5308722.000000 Penalty: 3445.632324
	Iteration 19Q: 3 clusters Score -5308722 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5308925.000000 Penalty: 3445.632324
	Iteration 20F: 3 clusters Score -5308925 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5309160.000000 Penalty: 3445.632324
	Iteration 21Q: 3 clusters Score -5309160 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5309331.500000 Penalty: 3445.632324
	Iteration 22Q: 3 clusters Score -5309332 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5309465.000000 Penalty: 3445.632324
	Iteration 23Q: 3 clusters Score -5309465 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5309595.000000 Penalty: 3445.632324
	Iteration 24Q: 3 clusters Score -5309595 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5309713.500000 Penalty: 3445.632324
	Iteration 25Q: 3 clusters Score -5309714 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5309822.500000 Penalty: 3445.632324
	Iteration 26Q: 3 clusters Score -5309822 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5309862.000000 Penalty: 3445.632324
	Iteration 27Q: 3 clusters Score -5309862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5309905.000000 Penalty: 3445.632324
	Iteration 28Q: 3 clusters Score -5309905 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -5309924.000000 Penalty: 3445.632324
	Iteration 29Q: 3 clusters Score -5309924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5309954.000000 Penalty: 3445.632324
	Iteration 30Q: 3 clusters Score -5309954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -5309986.000000 Penalty: 3445.632324
	Iteration 31Q: 3 clusters Score -5309986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5309972.000000 Penalty: 3445.632324
	Iteration 32Q: 3 clusters Score -5309972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -5309988.500000 Penalty: 3445.632324
	Iteration 33Q: 3 clusters Score -5309988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5309981.000000 Penalty: 3445.632324
	Iteration 34Q: 3 clusters Score -5309981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5309975.500000 Penalty: 3445.632324
	Iteration 35Q: 3 clusters Score -5309976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -5309981.500000 Penalty: 3445.632324
	Iteration 36Q: 3 clusters Score -5309982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5309986.000000 Penalty: 3445.632324
	Iteration 37Q: 3 clusters Score -5309986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -5309992.500000 Penalty: 3445.632324
	Iteration 38Q: 3 clusters Score -5309992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -5309993.000000 Penalty: 3445.632324
	Iteration 39Q: 3 clusters Score -5309993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5309994.000000 Penalty: 3445.632324
	Iteration 40F: 3 clusters Score -5309994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -5309995.000000 Penalty: 3445.632324
	Iteration 41Q: 3 clusters Score -5309995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5310000.500000 Penalty: 3445.632324
	Iteration 42Q: 3 clusters Score -5310000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -5310009.000000 Penalty: 3445.632324
	Iteration 43Q: 3 clusters Score -5310009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5310002.000000 Penalty: 3445.632324
	Iteration 44Q: 3 clusters Score -5310002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5310003.000000 Penalty: 3445.632324
	Iteration 45Q: 3 clusters Score -5310003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5309994.500000 Penalty: 3445.632324
	Iteration 46Q: 3 clusters Score -5309994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5309992.000000 Penalty: 3445.632324
	Iteration 47Q: 3 clusters Score -5309992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5309997.000000 Penalty: 3445.632324
	Iteration 48Q: 3 clusters Score -5309997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -5309996.000000 Penalty: 3445.632324
	Iteration 49Q: 3 clusters Score -5309996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5309995.500000 Penalty: 3445.632324
	Iteration 50Q: 3 clusters Score -5309996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -5309992.000000 Penalty: 3445.632324
	Iteration 51Q: 3 clusters Score -5309992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5309993.500000 Penalty: 3445.632324
	Iteration 52Q: 3 clusters Score -5309994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5309993.500000 Penalty: 3445.632324
	Iteration 53F: 3 clusters Score -5309994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Entering Unmasked Estep 
Score: -1544065.875000 Penalty: 1530.570923
	Iteration 0F: 2 clusters Score -1544066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1535299.750000 Penalty: 3061.141846
	Iteration 0F: 3 clusters Score -1535300 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1538192.500000 Penalty: 3061.141846
	Iteration 1F: 3 clusters Score -1538192 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1538408.750000 Penalty: 3061.141846
	Iteration 2F: 3 clusters Score -1538409 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1538567.875000 Penalty: 3061.141846
	Iteration 3Q: 3 clusters Score -1538568 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1538687.750000 Penalty: 3061.141846
	Iteration 4Q: 3 clusters Score -1538688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1538809.125000 Penalty: 3061.141846
	Iteration 5Q: 3 clusters Score -1538809 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1538951.250000 Penalty: 3061.141846
	Iteration 6Q: 3 clusters Score -1538951 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1539097.625000 Penalty: 3061.141846
	Iteration 7Q: 3 clusters Score -1539098 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1539309.250000 Penalty: 3061.141846
	Iteration 8Q: 3 clusters Score -1539309 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1539574.125000 Penalty: 3061.141846
	Iteration 9Q: 3 clusters Score -1539574 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1539883.625000 Penalty: 3061.141846
	Iteration 10Q: 3 clusters Score -1539884 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1540321.125000 Penalty: 3061.141846
	Iteration 11F: 3 clusters Score -1540321 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1540832.875000 Penalty: 3061.141846
	Iteration 12F: 3 clusters Score -1540833 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1541401.125000 Penalty: 3061.141846
	Iteration 13F: 3 clusters Score -1541401 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1541889.375000 Penalty: 3061.141846
	Iteration 14Q: 3 clusters Score -1541889 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1542236.375000 Penalty: 3061.141846
	Iteration 15Q: 3 clusters Score -1542236 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1542438.375000 Penalty: 3061.141846
	Iteration 16Q: 3 clusters Score -1542438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1542533.375000 Penalty: 3061.141846
	Iteration 17Q: 3 clusters Score -1542533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1542602.125000 Penalty: 3061.141846
	Iteration 18Q: 3 clusters Score -1542602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1542648.125000 Penalty: 3061.141846
	Iteration 19Q: 3 clusters Score -1542648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1542682.375000 Penalty: 3061.141846
	Iteration 20F: 3 clusters Score -1542682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1542702.875000 Penalty: 3061.141846
	Iteration 21Q: 3 clusters Score -1542703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1542721.000000 Penalty: 3061.141846
	Iteration 22Q: 3 clusters Score -1542721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1542722.500000 Penalty: 3061.141846
	Iteration 23Q: 3 clusters Score -1542722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1542731.250000 Penalty: 3061.141846
	Iteration 24Q: 3 clusters Score -1542731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1542730.500000 Penalty: 3061.141846
	Iteration 25Q: 3 clusters Score -1542730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1542730.500000 Penalty: 3061.141846
	Iteration 26F: 3 clusters Score -1542730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Entering Unmasked Estep 
Score: -9661175.000000 Penalty: 1819.522827
	Iteration 0F: 2 clusters Score -9661175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -9614171.000000 Penalty: 3639.045654
	Iteration 0F: 3 clusters Score -9614171 nChanged 34600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -9634449.000000 Penalty: 3639.045654
	Iteration 1F: 3 clusters Score -9634449 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -9635495.000000 Penalty: 3639.045654
	Iteration 2Q: 3 clusters Score -9635495 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -9637109.000000 Penalty: 3639.045654
	Iteration 3Q: 3 clusters Score -9637109 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -9639528.000000 Penalty: 3639.045654
	Iteration 4F: 3 clusters Score -9639528 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -9642696.000000 Penalty: 3639.045654
	Iteration 5F: 3 clusters Score -9642696 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -9646662.000000 Penalty: 3639.045654
	Iteration 6F: 3 clusters Score -9646662 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -9650797.000000 Penalty: 3639.045654
	Iteration 7F: 3 clusters Score -9650797 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -9654361.000000 Penalty: 3639.045654
	Iteration 8F: 3 clusters Score -9654361 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -9656534.000000 Penalty: 3639.045654
	Iteration 9Q: 3 clusters Score -9656534 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -9657640.000000 Penalty: 3639.045654
	Iteration 10Q: 3 clusters Score -9657640 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -9658298.000000 Penalty: 3639.045654
	Iteration 11Q: 3 clusters Score -9658298 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -9658785.000000 Penalty: 3639.045654
	Iteration 12Q: 3 clusters Score -9658785 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -9659099.000000 Penalty: 3639.045654
	Iteration 13Q: 3 clusters Score -9659099 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -9659373.000000 Penalty: 3639.045654
	Iteration 14Q: 3 clusters Score -9659373 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -9659527.000000 Penalty: 3639.045654
	Iteration 15Q: 3 clusters Score -9659527 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9659664.000000 Penalty: 3639.045654
	Iteration 16Q: 3 clusters Score -9659664 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -9659725.000000 Penalty: 3639.045654
	Iteration 17Q: 3 clusters Score -9659725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -9659768.000000 Penalty: 3639.045654
	Iteration 18Q: 3 clusters Score -9659768 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -9659778.000000 Penalty: 3639.045654
	Iteration 19Q: 3 clusters Score -9659778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -9659803.000000 Penalty: 3639.045654
	Iteration 20F: 3 clusters Score -9659803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9659817.000000 Penalty: 3639.045654
	Iteration 21Q: 3 clusters Score -9659817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -9659828.000000 Penalty: 3639.045654
	Iteration 22Q: 3 clusters Score -9659828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -9659822.000000 Penalty: 3639.045654
	Iteration 23Q: 3 clusters Score -9659822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -9659857.000000 Penalty: 3639.045654
	Iteration 24Q: 3 clusters Score -9659857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -9659871.000000 Penalty: 3639.045654
	Iteration 25Q: 3 clusters Score -9659871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -9659882.000000 Penalty: 3639.045654
	Iteration 26Q: 3 clusters Score -9659882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -9659875.000000 Penalty: 3639.045654
	Iteration 27Q: 3 clusters Score -9659875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -9659886.000000 Penalty: 3639.045654
	Iteration 28Q: 3 clusters Score -9659886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -9659882.000000 Penalty: 3639.045654
	Iteration 29Q: 3 clusters Score -9659882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -9659891.000000 Penalty: 3639.045654
	Iteration 30Q: 3 clusters Score -9659891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -9659894.000000 Penalty: 3639.045654
	Iteration 31Q: 3 clusters Score -9659894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -9659887.000000 Penalty: 3639.045654
	Iteration 32Q: 3 clusters Score -9659887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -9659896.000000 Penalty: 3639.045654
	Iteration 33Q: 3 clusters Score -9659896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -9659895.000000 Penalty: 3639.045654
	Iteration 34Q: 3 clusters Score -9659895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -9659900.000000 Penalty: 3639.045654
	Iteration 35Q: 3 clusters Score -9659900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9659893.000000 Penalty: 3639.045654
	Iteration 36Q: 3 clusters Score -9659893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9659893.000000 Penalty: 3639.045654
	Iteration 37F: 3 clusters Score -9659893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -342591.250000 Penalty: 1283.189819
	Iteration 0F: 2 clusters Score -342591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -340056.000000 Penalty: 2566.379639
	Iteration 0F: 3 clusters Score -340056 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -340693.937500 Penalty: 2566.379639
	Iteration 1F: 3 clusters Score -340693.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -340847.125000 Penalty: 2566.379639
	Iteration 2F: 3 clusters Score -340847.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -340935.812500 Penalty: 2566.379639
	Iteration 3F: 3 clusters Score -340935.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -341004.906250 Penalty: 2566.379639
	Iteration 4Q: 3 clusters Score -341004.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -341062.781250 Penalty: 2566.379639
	Iteration 5Q: 3 clusters Score -341062.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -341128.531250 Penalty: 2566.379639
	Iteration 6Q: 3 clusters Score -341128.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -341189.312500 Penalty: 2566.379639
	Iteration 7Q: 3 clusters Score -341189.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -341247.593750 Penalty: 2566.379639
	Iteration 8Q: 3 clusters Score -341247.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -341298.312500 Penalty: 2566.379639
	Iteration 9Q: 3 clusters Score -341298.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -341329.593750 Penalty: 2566.379639
	Iteration 10Q: 3 clusters Score -341329.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -341346.687500 Penalty: 2566.379639
	Iteration 11Q: 3 clusters Score -341346.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -341359.875000 Penalty: 2566.379639
	Iteration 12Q: 3 clusters Score -341359.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -341374.187500 Penalty: 2566.379639
	Iteration 13Q: 3 clusters Score -341374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -341385.562500 Penalty: 2566.379639
	Iteration 14Q: 3 clusters Score -341385.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -341396.093750 Penalty: 2566.379639
	Iteration 15Q: 3 clusters Score -341396.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -341408.093750 Penalty: 2566.379639
	Iteration 16Q: 3 clusters Score -341408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -341417.062500 Penalty: 2566.379639
	Iteration 17Q: 3 clusters Score -341417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -341425.656250 Penalty: 2566.379639
	Iteration 18Q: 3 clusters Score -341425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -341432.218750 Penalty: 2566.379639
	Iteration 19Q: 3 clusters Score -341432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -341435.000000 Penalty: 2566.379639
	Iteration 20F: 3 clusters Score -341435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -341438.218750 Penalty: 2566.379639
	Iteration 21Q: 3 clusters Score -341438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -341445.281250 Penalty: 2566.379639
	Iteration 22Q: 3 clusters Score -341445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -341449.812500 Penalty: 2566.379639
	Iteration 23Q: 3 clusters Score -341449.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -341454.156250 Penalty: 2566.379639
	Iteration 24Q: 3 clusters Score -341454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -341456.500000 Penalty: 2566.379639
	Iteration 25Q: 3 clusters Score -341456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -341460.250000 Penalty: 2566.379639
	Iteration 26Q: 3 clusters Score -341460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -341463.250000 Penalty: 2566.379639
	Iteration 27Q: 3 clusters Score -341463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -341466.062500 Penalty: 2566.379639
	Iteration 28Q: 3 clusters Score -341466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -341470.468750 Penalty: 2566.379639
	Iteration 29Q: 3 clusters Score -341470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -341476.875000 Penalty: 2566.379639
	Iteration 30Q: 3 clusters Score -341476.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -341484.375000 Penalty: 2566.379639
	Iteration 31Q: 3 clusters Score -341484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -341491.125000 Penalty: 2566.379639
	Iteration 32Q: 3 clusters Score -341491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -341494.375000 Penalty: 2566.379639
	Iteration 33Q: 3 clusters Score -341494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -341496.781250 Penalty: 2566.379639
	Iteration 34Q: 3 clusters Score -341496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -341498.875000 Penalty: 2566.379639
	Iteration 35Q: 3 clusters Score -341498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -341502.562500 Penalty: 2566.379639
	Iteration 36Q: 3 clusters Score -341502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -341505.750000 Penalty: 2566.379639
	Iteration 37Q: 3 clusters Score -341505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -341506.500000 Penalty: 2566.379639
	Iteration 38Q: 3 clusters Score -341506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -341510.656250 Penalty: 2566.379639
	Iteration 39Q: 3 clusters Score -341510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -341518.968750 Penalty: 2566.379639
	Iteration 40F: 3 clusters Score -341519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -341524.281250 Penalty: 2566.379639
	Iteration 41Q: 3 clusters Score -341524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -341526.718750 Penalty: 2566.379639
	Iteration 42Q: 3 clusters Score -341526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -341529.593750 Penalty: 2566.379639
	Iteration 43Q: 3 clusters Score -341529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -341531.218750 Penalty: 2566.379639
	Iteration 44Q: 3 clusters Score -341531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -341531.718750 Penalty: 2566.379639
	Iteration 45Q: 3 clusters Score -341531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -341531.500000 Penalty: 2566.379639
	Iteration 46Q: 3 clusters Score -341531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -341531.500000 Penalty: 2566.379639
	Iteration 47F: 3 clusters Score -341531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Entering Unmasked Estep 
Score: -1032574.062500 Penalty: 1455.804565
	Iteration 0F: 2 clusters Score -1032574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1026855.250000 Penalty: 2911.609131
	Iteration 0F: 3 clusters Score -1026855 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1028471.250000 Penalty: 2911.609131
	Iteration 1F: 3 clusters Score -1028471 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1028686.312500 Penalty: 2911.609131
	Iteration 2F: 3 clusters Score -1028686 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1028871.500000 Penalty: 2911.609131
	Iteration 3F: 3 clusters Score -1028872 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1029069.937500 Penalty: 2911.609131
	Iteration 4Q: 3 clusters Score -1029070 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1029282.312500 Penalty: 2911.609131
	Iteration 5Q: 3 clusters Score -1029282 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1029515.812500 Penalty: 2911.609131
	Iteration 6Q: 3 clusters Score -1029516 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1029789.687500 Penalty: 2911.609131
	Iteration 7Q: 3 clusters Score -1029790 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1030046.687500 Penalty: 2911.609131
	Iteration 8Q: 3 clusters Score -1030047 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1030303.687500 Penalty: 2911.609131
	Iteration 9Q: 3 clusters Score -1030304 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1030537.187500 Penalty: 2911.609131
	Iteration 10Q: 3 clusters Score -1030537 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1030711.375000 Penalty: 2911.609131
	Iteration 11Q: 3 clusters Score -1030711 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1030879.875000 Penalty: 2911.609131
	Iteration 12Q: 3 clusters Score -1030880 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1030984.875000 Penalty: 2911.609131
	Iteration 13Q: 3 clusters Score -1030985 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1031063.750000 Penalty: 2911.609131
	Iteration 14Q: 3 clusters Score -1031064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1031120.312500 Penalty: 2911.609131
	Iteration 15Q: 3 clusters Score -1031120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1031161.750000 Penalty: 2911.609131
	Iteration 16Q: 3 clusters Score -1031162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1031188.687500 Penalty: 2911.609131
	Iteration 17Q: 3 clusters Score -1031189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1031222.875000 Penalty: 2911.609131
	Iteration 18Q: 3 clusters Score -1031223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1031245.500000 Penalty: 2911.609131
	Iteration 19Q: 3 clusters Score -1031246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1031260.937500 Penalty: 2911.609131
	Iteration 20F: 3 clusters Score -1031261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1031269.187500 Penalty: 2911.609131
	Iteration 21Q: 3 clusters Score -1031269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1031278.187500 Penalty: 2911.609131
	Iteration 22Q: 3 clusters Score -1031278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1031280.875000 Penalty: 2911.609131
	Iteration 23Q: 3 clusters Score -1031281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1031284.875000 Penalty: 2911.609131
	Iteration 24Q: 3 clusters Score -1031285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1031284.312500 Penalty: 2911.609131
	Iteration 25Q: 3 clusters Score -1031284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1031285.625000 Penalty: 2911.609131
	Iteration 26Q: 3 clusters Score -1031286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1031288.187500 Penalty: 2911.609131
	Iteration 27Q: 3 clusters Score -1031288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1031288.312500 Penalty: 2911.609131
	Iteration 28Q: 3 clusters Score -1031288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1031289.187500 Penalty: 2911.609131
	Iteration 29Q: 3 clusters Score -1031289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1031289.437500 Penalty: 2911.609131
	Iteration 30Q: 3 clusters Score -1031289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1031292.375000 Penalty: 2911.609131
	Iteration 31Q: 3 clusters Score -1031292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1031295.562500 Penalty: 2911.609131
	Iteration 32Q: 3 clusters Score -1031296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1031295.812500 Penalty: 2911.609131
	Iteration 33Q: 3 clusters Score -1031296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1031299.312500 Penalty: 2911.609131
	Iteration 34Q: 3 clusters Score -1031299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1031301.875000 Penalty: 2911.609131
	Iteration 35Q: 3 clusters Score -1031302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1031303.062500 Penalty: 2911.609131
	Iteration 36Q: 3 clusters Score -1031303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1031302.312500 Penalty: 2911.609131
	Iteration 37Q: 3 clusters Score -1031302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1031302.312500 Penalty: 2911.609131
	Iteration 38F: 3 clusters Score -1031302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6801.687988 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6801.688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6906.881836 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -6906.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6910.658691 Penalty: 1558.631958
	Iteration 2Q: 3 clusters Score -6910.659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6911.744141 Penalty: 1558.631958
	Iteration 3Q: 3 clusters Score -6911.744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6911.744141 Penalty: 1558.631958
	Iteration 4F: 3 clusters Score -6911.744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -616399.125000 Penalty: 1377.782349
	Iteration 0F: 2 clusters Score -616399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -612563.437500 Penalty: 2755.564697
	Iteration 0F: 3 clusters Score -612563.4 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -613603.000000 Penalty: 2755.564697
	Iteration 1F: 3 clusters Score -613603 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -613732.187500 Penalty: 2755.564697
	Iteration 2F: 3 clusters Score -613732.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -613828.687500 Penalty: 2755.564697
	Iteration 3Q: 3 clusters Score -613828.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -613904.187500 Penalty: 2755.564697
	Iteration 4Q: 3 clusters Score -613904.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -613953.562500 Penalty: 2755.564697
	Iteration 5Q: 3 clusters Score -613953.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -614005.625000 Penalty: 2755.564697
	Iteration 6Q: 3 clusters Score -614005.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -614065.625000 Penalty: 2755.564697
	Iteration 7Q: 3 clusters Score -614065.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -614137.437500 Penalty: 2755.564697
	Iteration 8Q: 3 clusters Score -614137.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -614228.812500 Penalty: 2755.564697
	Iteration 9Q: 3 clusters Score -614228.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -614338.125000 Penalty: 2755.564697
	Iteration 10Q: 3 clusters Score -614338.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -614476.750000 Penalty: 2755.564697
	Iteration 11Q: 3 clusters Score -614476.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -614608.187500 Penalty: 2755.564697
	Iteration 12Q: 3 clusters Score -614608.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -614705.062500 Penalty: 2755.564697
	Iteration 13Q: 3 clusters Score -614705.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -614793.812500 Penalty: 2755.564697
	Iteration 14Q: 3 clusters Score -614793.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -614860.437500 Penalty: 2755.564697
	Iteration 15Q: 3 clusters Score -614860.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -614925.250000 Penalty: 2755.564697
	Iteration 16Q: 3 clusters Score -614925.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -614980.062500 Penalty: 2755.564697
	Iteration 17Q: 3 clusters Score -614980.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -615006.562500 Penalty: 2755.564697
	Iteration 18Q: 3 clusters Score -615006.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -615030.000000 Penalty: 2755.564697
	Iteration 19Q: 3 clusters Score -615030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -615042.812500 Penalty: 2755.564697
	Iteration 20F: 3 clusters Score -615042.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -615052.000000 Penalty: 2755.564697
	Iteration 21Q: 3 clusters Score -615052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -615065.250000 Penalty: 2755.564697
	Iteration 22Q: 3 clusters Score -615065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -615075.562500 Penalty: 2755.564697
	Iteration 23Q: 3 clusters Score -615075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -615085.312500 Penalty: 2755.564697
	Iteration 24Q: 3 clusters Score -615085.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -615094.375000 Penalty: 2755.564697
	Iteration 25Q: 3 clusters Score -615094.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -615099.500000 Penalty: 2755.564697
	Iteration 26Q: 3 clusters Score -615099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -615104.500000 Penalty: 2755.564697
	Iteration 27Q: 3 clusters Score -615104.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -615109.312500 Penalty: 2755.564697
	Iteration 28Q: 3 clusters Score -615109.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -615115.750000 Penalty: 2755.564697
	Iteration 29Q: 3 clusters Score -615115.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -615119.437500 Penalty: 2755.564697
	Iteration 30Q: 3 clusters Score -615119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -615125.875000 Penalty: 2755.564697
	Iteration 31Q: 3 clusters Score -615125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -615130.000000 Penalty: 2755.564697
	Iteration 32Q: 3 clusters Score -615130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -615133.375000 Penalty: 2755.564697
	Iteration 33Q: 3 clusters Score -615133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -615136.875000 Penalty: 2755.564697
	Iteration 34Q: 3 clusters Score -615136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -615141.250000 Penalty: 2755.564697
	Iteration 35Q: 3 clusters Score -615141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -615143.062500 Penalty: 2755.564697
	Iteration 36Q: 3 clusters Score -615143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -615148.750000 Penalty: 2755.564697
	Iteration 37Q: 3 clusters Score -615148.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -615153.687500 Penalty: 2755.564697
	Iteration 38Q: 3 clusters Score -615153.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -615159.375000 Penalty: 2755.564697
	Iteration 39Q: 3 clusters Score -615159.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -615167.250000 Penalty: 2755.564697
	Iteration 40F: 3 clusters Score -615167.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -615177.875000 Penalty: 2755.564697
	Iteration 41Q: 3 clusters Score -615177.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -615184.937500 Penalty: 2755.564697
	Iteration 42Q: 3 clusters Score -615184.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -615190.562500 Penalty: 2755.564697
	Iteration 43Q: 3 clusters Score -615190.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -615198.062500 Penalty: 2755.564697
	Iteration 44Q: 3 clusters Score -615198.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -615203.437500 Penalty: 2755.564697
	Iteration 45Q: 3 clusters Score -615203.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -615206.937500 Penalty: 2755.564697
	Iteration 46Q: 3 clusters Score -615206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -615212.312500 Penalty: 2755.564697
	Iteration 47Q: 3 clusters Score -615212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -615215.812500 Penalty: 2755.564697
	Iteration 48Q: 3 clusters Score -615215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -615219.812500 Penalty: 2755.564697
	Iteration 49Q: 3 clusters Score -615219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -615222.000000 Penalty: 2755.564697
	Iteration 50Q: 3 clusters Score -615222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -615223.375000 Penalty: 2755.564697
	Iteration 51Q: 3 clusters Score -615223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -615224.750000 Penalty: 2755.564697
	Iteration 52Q: 3 clusters Score -615224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -615224.562500 Penalty: 2755.564697
	Iteration 53Q: 3 clusters Score -615224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -615224.562500 Penalty: 2755.564697
	Iteration 54F: 3 clusters Score -615224.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (80506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Entering Unmasked Estep 
Score: -10646596.000000 Penalty: 1835.614136
	Iteration 0F: 2 clusters Score -1.06466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -10594978.000000 Penalty: 3671.228271
	Iteration 0F: 3 clusters Score -1.059498e+07 nChanged 38268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -10617010.000000 Penalty: 3671.228271
	Iteration 1F: 3 clusters Score -1.061701e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -10617700.000000 Penalty: 3671.228271
	Iteration 2Q: 3 clusters Score -1.06177e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -10618601.000000 Penalty: 3671.228271
	Iteration 3Q: 3 clusters Score -1.06186e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -10619913.000000 Penalty: 3671.228271
	Iteration 4Q: 3 clusters Score -1.061991e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -10621729.000000 Penalty: 3671.228271
	Iteration 5F: 3 clusters Score -1.062173e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -10624167.000000 Penalty: 3671.228271
	Iteration 6F: 3 clusters Score -1.062417e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -10627463.000000 Penalty: 3671.228271
	Iteration 7F: 3 clusters Score -1.062746e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -10631399.000000 Penalty: 3671.228271
	Iteration 8F: 3 clusters Score -1.06314e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -10635535.000000 Penalty: 3671.228271
	Iteration 9F: 3 clusters Score -1.063554e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -10639087.000000 Penalty: 3671.228271
	Iteration 10Q: 3 clusters Score -1.063909e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -10641111.000000 Penalty: 3671.228271
	Iteration 11Q: 3 clusters Score -1.064111e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -10642421.000000 Penalty: 3671.228271
	Iteration 12Q: 3 clusters Score -1.064242e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -10643583.000000 Penalty: 3671.228271
	Iteration 13Q: 3 clusters Score -1.064358e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -10644477.000000 Penalty: 3671.228271
	Iteration 14Q: 3 clusters Score -1.064448e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -10645137.000000 Penalty: 3671.228271
	Iteration 15Q: 3 clusters Score -1.064514e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -10645646.000000 Penalty: 3671.228271
	Iteration 16Q: 3 clusters Score -1.064565e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -10646025.000000 Penalty: 3671.228271
	Iteration 17Q: 3 clusters Score -1.064602e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -10646239.000000 Penalty: 3671.228271
	Iteration 18Q: 3 clusters Score -1.064624e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -10646381.000000 Penalty: 3671.228271
	Iteration 19Q: 3 clusters Score -1.064638e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -10646389.000000 Penalty: 3671.228271
	Iteration 20F: 3 clusters Score -1.064639e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -10646410.000000 Penalty: 3671.228271
	Iteration 21Q: 3 clusters Score -1.064641e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -10646373.000000 Penalty: 3671.228271
	Iteration 22Q: 3 clusters Score -1.064637e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -10646387.000000 Penalty: 3671.228271
	Iteration 23Q: 3 clusters Score -1.064639e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -10646417.000000 Penalty: 3671.228271
	Iteration 24Q: 3 clusters Score -1.064642e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -10646436.000000 Penalty: 3671.228271
	Iteration 25Q: 3 clusters Score -1.064644e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -10646429.000000 Penalty: 3671.228271
	Iteration 26Q: 3 clusters Score -1.064643e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -10646446.000000 Penalty: 3671.228271
	Iteration 27Q: 3 clusters Score -1.064645e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -10646466.000000 Penalty: 3671.228271
	Iteration 28Q: 3 clusters Score -1.064647e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -10646457.000000 Penalty: 3671.228271
	Iteration 29Q: 3 clusters Score -1.064646e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -10646465.000000 Penalty: 3671.228271
	Iteration 30Q: 3 clusters Score -1.064646e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -10646481.000000 Penalty: 3671.228271
	Iteration 31Q: 3 clusters Score -1.064648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -10646513.000000 Penalty: 3671.228271
	Iteration 32Q: 3 clusters Score -1.064651e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -10646482.000000 Penalty: 3671.228271
	Iteration 33Q: 3 clusters Score -1.064648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -10646499.000000 Penalty: 3671.228271
	Iteration 34Q: 3 clusters Score -1.06465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -10646500.000000 Penalty: 3671.228271
	Iteration 35Q: 3 clusters Score -1.06465e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -10646501.000000 Penalty: 3671.228271
	Iteration 36Q: 3 clusters Score -1.06465e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -10646487.000000 Penalty: 3671.228271
	Iteration 37Q: 3 clusters Score -1.064649e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -10646494.000000 Penalty: 3671.228271
	Iteration 38Q: 3 clusters Score -1.064649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -10646514.000000 Penalty: 3671.228271
	Iteration 39Q: 3 clusters Score -1.064651e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -10646534.000000 Penalty: 3671.228271
	Iteration 40F: 3 clusters Score -1.064653e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -10646549.000000 Penalty: 3671.228271
	Iteration 41Q: 3 clusters Score -1.064655e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -10646555.000000 Penalty: 3671.228271
	Iteration 42Q: 3 clusters Score -1.064656e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -10646543.000000 Penalty: 3671.228271
	Iteration 43Q: 3 clusters Score -1.064654e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -10646543.000000 Penalty: 3671.228271
	Iteration 44Q: 3 clusters Score -1.064654e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -10646554.000000 Penalty: 3671.228271
	Iteration 45Q: 3 clusters Score -1.064655e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -10646558.000000 Penalty: 3671.228271
	Iteration 46Q: 3 clusters Score -1.064656e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -10646552.000000 Penalty: 3671.228271
	Iteration 47Q: 3 clusters Score -1.064655e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10646559.000000 Penalty: 3671.228271
	Iteration 48Q: 3 clusters Score -1.064656e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -10646543.000000 Penalty: 3671.228271
	Iteration 49Q: 3 clusters Score -1.064654e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -10646572.000000 Penalty: 3671.228271
	Iteration 50Q: 3 clusters Score -1.064657e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -10646577.000000 Penalty: 3671.228271
	Iteration 51Q: 3 clusters Score -1.064658e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -10646560.000000 Penalty: 3671.228271
	Iteration 52Q: 3 clusters Score -1.064656e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -10646576.000000 Penalty: 3671.228271
	Iteration 53Q: 3 clusters Score -1.064658e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -10646555.000000 Penalty: 3671.228271
	Iteration 54Q: 3 clusters Score -1.064656e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -10646549.000000 Penalty: 3671.228271
	Iteration 55Q: 3 clusters Score -1.064655e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -10646543.000000 Penalty: 3671.228271
	Iteration 56Q: 3 clusters Score -1.064654e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -10646539.000000 Penalty: 3671.228271
	Iteration 57Q: 3 clusters Score -1.064654e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -10646534.000000 Penalty: 3671.228271
	Iteration 58Q: 3 clusters Score -1.064653e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -10646561.000000 Penalty: 3671.228271
	Iteration 59Q: 3 clusters Score -1.064656e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -10646532.000000 Penalty: 3671.228271
	Iteration 60F: 3 clusters Score -1.064653e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -10646568.000000 Penalty: 3671.228271
	Iteration 61Q: 3 clusters Score -1.064657e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -10646517.000000 Penalty: 3671.228271
	Iteration 62Q: 3 clusters Score -1.064652e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -10646503.000000 Penalty: 3671.228271
	Iteration 63Q: 3 clusters Score -1.06465e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -10646532.000000 Penalty: 3671.228271
	Iteration 64Q: 3 clusters Score -1.064653e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -10646515.000000 Penalty: 3671.228271
	Iteration 65Q: 3 clusters Score -1.064652e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -10646569.000000 Penalty: 3671.228271
	Iteration 66Q: 3 clusters Score -1.064657e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -10646597.000000 Penalty: 3671.228271
	Iteration 67Q: 3 clusters Score -1.06466e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -10646611.000000 Penalty: 3671.228271
	Iteration 68Q: 3 clusters Score -1.064661e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -10646637.000000 Penalty: 3671.228271
	Iteration 69Q: 3 clusters Score -1.064664e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -10646673.000000 Penalty: 3671.228271
	Iteration 70Q: 3 clusters Score -1.064667e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -10646680.000000 Penalty: 3671.228271
	Iteration 71Q: 3 clusters Score -1.064668e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.06467e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.064672e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -10646735.000000 Penalty: 3671.228271
	Iteration 74Q: 3 clusters Score -1.064674e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -10646777.000000 Penalty: 3671.228271
	Iteration 75Q: 3 clusters Score -1.064678e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -10646750.000000 Penalty: 3671.228271
	Iteration 76Q: 3 clusters Score -1.064675e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -10646749.000000 Penalty: 3671.228271
	Iteration 77Q: 3 clusters Score -1.064675e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -10646773.000000 Penalty: 3671.228271
	Iteration 78Q: 3 clusters Score -1.064677e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.064679e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -10646773.000000 Penalty: 3671.228271
	Iteration 80F: 3 clusters Score -1.064677e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.064675e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -10646742.000000 Penalty: 3671.228271
	Iteration 82Q: 3 clusters Score -1.064674e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.064676e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.064678e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.064678e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.064676e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.064673e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.064672e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.064673e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.064668e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.06467e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.064669e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -10646714.000000 Penalty: 3671.228271
	Iteration 93Q: 3 clusters Score -1.064671e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.064669e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.06467e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.064672e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -10646713.000000 Penalty: 3671.228271
	Iteration 97Q: 3 clusters Score -1.064671e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -10646721.000000 Penalty: 3671.228271
	Iteration 98Q: 3 clusters Score -1.064672e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -10646718.000000 Penalty: 3671.228271
	Iteration 99Q: 3 clusters Score -1.064672e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.064671e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.064673e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.064677e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.064679e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.064676e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.06468e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.064687e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -10646875.000000 Penalty: 3671.228271
	Iteration 107Q: 3 clusters Score -1.064688e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.064688e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -10646911.000000 Penalty: 3671.228271
	Iteration 109Q: 3 clusters Score -1.064691e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -10646926.000000 Penalty: 3671.228271
	Iteration 110Q: 3 clusters Score -1.064693e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -10646919.000000 Penalty: 3671.228271
	Iteration 111Q: 3 clusters Score -1.064692e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.064695e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.064695e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -10646981.000000 Penalty: 3671.228271
	Iteration 114Q: 3 clusters Score -1.064698e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.064699e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -10647036.000000 Penalty: 3671.228271
	Iteration 116Q: 3 clusters Score -1.064704e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.064702e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -10647006.000000 Penalty: 3671.228271
	Iteration 118Q: 3 clusters Score -1.064701e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.064698e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.064698e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.064698e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.0647e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.064698e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -10647002.000000 Penalty: 3671.228271
	Iteration 124Q: 3 clusters Score -1.0647e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.064699e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.064701e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -10646987.000000 Penalty: 3671.228271
	Iteration 127Q: 3 clusters Score -1.064699e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.064698e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.0647e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.064701e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -10647016.000000 Penalty: 3671.228271
	Iteration 131Q: 3 clusters Score -1.064702e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -10647008.000000 Penalty: 3671.228271
	Iteration 132Q: 3 clusters Score -1.064701e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -10647051.000000 Penalty: 3671.228271
	Iteration 133Q: 3 clusters Score -1.064705e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -10647040.000000 Penalty: 3671.228271
	Iteration 134Q: 3 clusters Score -1.064704e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -10647045.000000 Penalty: 3671.228271
	Iteration 135Q: 3 clusters Score -1.064704e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.064705e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -10647053.000000 Penalty: 3671.228271
	Iteration 137Q: 3 clusters Score -1.064705e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -10647046.000000 Penalty: 3671.228271
	Iteration 138Q: 3 clusters Score -1.064705e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -10647056.000000 Penalty: 3671.228271
	Iteration 139Q: 3 clusters Score -1.064706e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -10647027.000000 Penalty: 3671.228271
	Iteration 140F: 3 clusters Score -1.064703e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -10647022.000000 Penalty: 3671.228271
	Iteration 141Q: 3 clusters Score -1.064702e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -10647028.000000 Penalty: 3671.228271
	Iteration 142Q: 3 clusters Score -1.064703e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.064701e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.064703e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.064703e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -10647016.000000 Penalty: 3671.228271
	Iteration 146Q: 3 clusters Score -1.064702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -10647024.000000 Penalty: 3671.228271
	Iteration 147Q: 3 clusters Score -1.064702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.064701e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.0647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -10646987.000000 Penalty: 3671.228271
	Iteration 150Q: 3 clusters Score -1.064699e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -10646980.000000 Penalty: 3671.228271
	Iteration 151Q: 3 clusters Score -1.064698e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.0647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.0647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -10647011.000000 Penalty: 3671.228271
	Iteration 154Q: 3 clusters Score -1.064701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -10646993.000000 Penalty: 3671.228271
	Iteration 155Q: 3 clusters Score -1.064699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -10647001.000000 Penalty: 3671.228271
	Iteration 156Q: 3 clusters Score -1.0647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.064701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.0647e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -10647006.000000 Penalty: 3671.228271
	Iteration 159Q: 3 clusters Score -1.064701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -10646986.000000 Penalty: 3671.228271
	Iteration 160F: 3 clusters Score -1.064699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.064698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -10646973.000000 Penalty: 3671.228271
	Iteration 162Q: 3 clusters Score -1.064697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -10646970.000000 Penalty: 3671.228271
	Iteration 163Q: 3 clusters Score -1.064697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.064697e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -10646962.000000 Penalty: 3671.228271
	Iteration 165Q: 3 clusters Score -1.064696e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -10646960.000000 Penalty: 3671.228271
	Iteration 166Q: 3 clusters Score -1.064696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -10646961.000000 Penalty: 3671.228271
	Iteration 167Q: 3 clusters Score -1.064696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -10646938.000000 Penalty: 3671.228271
	Iteration 168Q: 3 clusters Score -1.064694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -10646937.000000 Penalty: 3671.228271
	Iteration 169Q: 3 clusters Score -1.064694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -10646942.000000 Penalty: 3671.228271
	Iteration 170Q: 3 clusters Score -1.064694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -10646956.000000 Penalty: 3671.228271
	Iteration 171Q: 3 clusters Score -1.064696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.064696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.064697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -10646954.000000 Penalty: 3671.228271
	Iteration 174Q: 3 clusters Score -1.064695e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.064697e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -10646958.000000 Penalty: 3671.228271
	Iteration 176Q: 3 clusters Score -1.064696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.064696e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.064697e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -10646962.000000 Penalty: 3671.228271
	Iteration 179Q: 3 clusters Score -1.064696e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1.064696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.064695e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.064696e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.064694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -10646924.000000 Penalty: 3671.228271
	Iteration 184Q: 3 clusters Score -1.064692e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -10646922.000000 Penalty: 3671.228271
	Iteration 185Q: 3 clusters Score -1.064692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.064691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.064689e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.064688e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.064688e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.064687e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.064685e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -10646849.000000 Penalty: 3671.228271
	Iteration 192Q: 3 clusters Score -1.064685e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -10646846.000000 Penalty: 3671.228271
	Iteration 193Q: 3 clusters Score -1.064685e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.064682e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.06468e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -10646813.000000 Penalty: 3671.228271
	Iteration 196Q: 3 clusters Score -1.064681e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -10646812.000000 Penalty: 3671.228271
	Iteration 197Q: 3 clusters Score -1.064681e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.064682e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -10646838.000000 Penalty: 3671.228271
	Iteration 199Q: 3 clusters Score -1.064684e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -10646831.000000 Penalty: 3671.228271
	Iteration 200F: 3 clusters Score -1.064683e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -10646834.000000 Penalty: 3671.228271
	Iteration 201Q: 3 clusters Score -1.064683e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.064684e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.064684e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -10646821.000000 Penalty: 3671.228271
	Iteration 204Q: 3 clusters Score -1.064682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -10646814.000000 Penalty: 3671.228271
	Iteration 205Q: 3 clusters Score -1.064681e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.064681e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.06468e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -10646816.000000 Penalty: 3671.228271
	Iteration 208Q: 3 clusters Score -1.064682e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -10646801.000000 Penalty: 3671.228271
	Iteration 209Q: 3 clusters Score -1.06468e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.06468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.06468e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.06468e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.06468e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.06468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.064679e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.06468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.064678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.06468e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.064679e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.064679e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.064679e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.064678e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.064677e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.064677e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.064676e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.064678e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.064678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.064681e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.064681e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.064678e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.064676e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.064676e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.064677e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.064676e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.064675e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.064677e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1.064675e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1.064673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1.064671e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1.06467e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.064668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.064669e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.064669e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.064671e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.06467e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1.06467e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1.064671e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.064669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.064671e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1.06467e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.06467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1.06467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1.064669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1.064669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -10646686.000000 Penalty: 3671.228271
	Iteration 255Q: 3 clusters Score -1.064669e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -10646688.000000 Penalty: 3671.228271
	Iteration 256Q: 3 clusters Score -1.064669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1.064669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.06467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1.064669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1.064667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1.064666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1.064667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1.064664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1.064665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1.064665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1.064664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1.064663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1.064662e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1.064662e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1.064661e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1.064658e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1.064656e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1.064656e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1.064658e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1.064657e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1.064656e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -1.064656e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1.064654e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -1.064653e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1.064655e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -1.064654e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -1.064655e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1.064653e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1.064653e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1.064653e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -1.064653e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1.064653e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1.064653e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -1.06465e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1.06465e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -1.064652e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1.064651e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -1.064647e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1.064646e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -1.064645e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1.064643e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -1.064644e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -1.064642e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1.064641e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -1.064636e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1.064632e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1.064631e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1.064632e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -1.06463e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1.064625e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1.064621e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1.06462e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -1.064619e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1.064619e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1.064617e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -1.064615e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1.064609e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -1.064607e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -1.064609e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1.064609e+07 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -1.06461e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -1.064603e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -1.064599e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -1.064601e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -1.064601e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -1.064602e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -1.064597e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -1.064596e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -1.064596e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -1.064594e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -1.064593e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -1.064594e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -1.064594e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -1.064596e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -1.064597e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -1.064596e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -1.064594e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -1.064594e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -10645930.000000 Penalty: 3671.228271
	Iteration 334Q: 3 clusters Score -1.064593e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -10645926.000000 Penalty: 3671.228271
	Iteration 335Q: 3 clusters Score -1.064593e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -1.064593e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -1.064594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -1.064596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -10645944.000000 Penalty: 3671.228271
	Iteration 339Q: 3 clusters Score -1.064594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -10645942.000000 Penalty: 3671.228271
	Iteration 340F: 3 clusters Score -1.064594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -10645926.000000 Penalty: 3671.228271
	Iteration 341Q: 3 clusters Score -1.064593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -10645924.000000 Penalty: 3671.228271
	Iteration 342Q: 3 clusters Score -1.064592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -10645932.000000 Penalty: 3671.228271
	Iteration 343Q: 3 clusters Score -1.064593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -10645951.000000 Penalty: 3671.228271
	Iteration 344Q: 3 clusters Score -1.064595e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -10645946.000000 Penalty: 3671.228271
	Iteration 345Q: 3 clusters Score -1.064595e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -10645943.000000 Penalty: 3671.228271
	Iteration 346Q: 3 clusters Score -1.064594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -10645934.000000 Penalty: 3671.228271
	Iteration 347Q: 3 clusters Score -1.064593e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -10645915.000000 Penalty: 3671.228271
	Iteration 348Q: 3 clusters Score -1.064592e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -10645923.000000 Penalty: 3671.228271
	Iteration 349Q: 3 clusters Score -1.064592e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -10645916.000000 Penalty: 3671.228271
	Iteration 350Q: 3 clusters Score -1.064592e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -10645927.000000 Penalty: 3671.228271
	Iteration 351Q: 3 clusters Score -1.064593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -10645915.000000 Penalty: 3671.228271
	Iteration 352Q: 3 clusters Score -1.064592e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -10645913.000000 Penalty: 3671.228271
	Iteration 353Q: 3 clusters Score -1.064591e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -10645917.000000 Penalty: 3671.228271
	Iteration 354Q: 3 clusters Score -1.064592e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -10645936.000000 Penalty: 3671.228271
	Iteration 355Q: 3 clusters Score -1.064594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -10645925.000000 Penalty: 3671.228271
	Iteration 356Q: 3 clusters Score -1.064592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -10645938.000000 Penalty: 3671.228271
	Iteration 357Q: 3 clusters Score -1.064594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -10645937.000000 Penalty: 3671.228271
	Iteration 358Q: 3 clusters Score -1.064594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -10645941.000000 Penalty: 3671.228271
	Iteration 359Q: 3 clusters Score -1.064594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -10645927.000000 Penalty: 3671.228271
	Iteration 360F: 3 clusters Score -1.064593e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -10645923.000000 Penalty: 3671.228271
	Iteration 361Q: 3 clusters Score -1.064592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -10645911.000000 Penalty: 3671.228271
	Iteration 362Q: 3 clusters Score -1.064591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -10645916.000000 Penalty: 3671.228271
	Iteration 363Q: 3 clusters Score -1.064592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -10645901.000000 Penalty: 3671.228271
	Iteration 364Q: 3 clusters Score -1.06459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -10645910.000000 Penalty: 3671.228271
	Iteration 365Q: 3 clusters Score -1.064591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -10645913.000000 Penalty: 3671.228271
	Iteration 366Q: 3 clusters Score -1.064591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -10645902.000000 Penalty: 3671.228271
	Iteration 367Q: 3 clusters Score -1.06459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -10645902.000000 Penalty: 3671.228271
	Iteration 368F: 3 clusters Score -1.06459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -2375601.500000 Penalty: 1590.462158
	Iteration 0F: 2 clusters Score -2375602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2363370.000000 Penalty: 3180.924316
	Iteration 0F: 3 clusters Score -2363370 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2367795.750000 Penalty: 3180.924316
	Iteration 1F: 3 clusters Score -2367796 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2368129.000000 Penalty: 3180.924316
	Iteration 2F: 3 clusters Score -2368129 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2368452.000000 Penalty: 3180.924316
	Iteration 3Q: 3 clusters Score -2368452 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2368810.750000 Penalty: 3180.924316
	Iteration 4Q: 3 clusters Score -2368811 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2369330.250000 Penalty: 3180.924316
	Iteration 5F: 3 clusters Score -2369330 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2370087.750000 Penalty: 3180.924316
	Iteration 6F: 3 clusters Score -2370088 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2371064.750000 Penalty: 3180.924316
	Iteration 7F: 3 clusters Score -2371065 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2372091.500000 Penalty: 3180.924316
	Iteration 8F: 3 clusters Score -2372092 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2372975.250000 Penalty: 3180.924316
	Iteration 9F: 3 clusters Score -2372975 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2373558.750000 Penalty: 3180.924316
	Iteration 10Q: 3 clusters Score -2373559 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2373863.750000 Penalty: 3180.924316
	Iteration 11Q: 3 clusters Score -2373864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2374009.750000 Penalty: 3180.924316
	Iteration 12Q: 3 clusters Score -2374010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2374093.250000 Penalty: 3180.924316
	Iteration 13Q: 3 clusters Score -2374093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2374152.500000 Penalty: 3180.924316
	Iteration 14Q: 3 clusters Score -2374152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2374194.250000 Penalty: 3180.924316
	Iteration 15Q: 3 clusters Score -2374194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2374223.000000 Penalty: 3180.924316
	Iteration 16Q: 3 clusters Score -2374223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2374237.750000 Penalty: 3180.924316
	Iteration 17Q: 3 clusters Score -2374238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2374253.500000 Penalty: 3180.924316
	Iteration 18Q: 3 clusters Score -2374254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2374259.750000 Penalty: 3180.924316
	Iteration 19Q: 3 clusters Score -2374260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2374269.250000 Penalty: 3180.924316
	Iteration 20F: 3 clusters Score -2374269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2374272.250000 Penalty: 3180.924316
	Iteration 21Q: 3 clusters Score -2374272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2374278.250000 Penalty: 3180.924316
	Iteration 22Q: 3 clusters Score -2374278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2374282.000000 Penalty: 3180.924316
	Iteration 23Q: 3 clusters Score -2374282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2374285.000000 Penalty: 3180.924316
	Iteration 24Q: 3 clusters Score -2374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2374285.000000 Penalty: 3180.924316
	Iteration 25Q: 3 clusters Score -2374285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2374285.000000 Penalty: 3180.924316
	Iteration 26F: 3 clusters Score -2374285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -235490.843750 Penalty: 1224.138306
	Iteration 0F: 2 clusters Score -235490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -233474.890625 Penalty: 2448.276611
	Iteration 0F: 3 clusters Score -233474.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -233892.093750 Penalty: 2448.276611
	Iteration 1F: 3 clusters Score -233892.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233993.984375 Penalty: 2448.276611
	Iteration 2F: 3 clusters Score -233994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -234060.562500 Penalty: 2448.276611
	Iteration 3F: 3 clusters Score -234060.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -234094.656250 Penalty: 2448.276611
	Iteration 4Q: 3 clusters Score -234094.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234123.703125 Penalty: 2448.276611
	Iteration 5Q: 3 clusters Score -234123.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -234146.609375 Penalty: 2448.276611
	Iteration 6Q: 3 clusters Score -234146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -234167.203125 Penalty: 2448.276611
	Iteration 7Q: 3 clusters Score -234167.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -234185.843750 Penalty: 2448.276611
	Iteration 8Q: 3 clusters Score -234185.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -234200.125000 Penalty: 2448.276611
	Iteration 9Q: 3 clusters Score -234200.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234211.484375 Penalty: 2448.276611
	Iteration 10Q: 3 clusters Score -234211.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -234220.859375 Penalty: 2448.276611
	Iteration 11Q: 3 clusters Score -234220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -234232.765625 Penalty: 2448.276611
	Iteration 12Q: 3 clusters Score -234232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -234240.390625 Penalty: 2448.276611
	Iteration 13Q: 3 clusters Score -234240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -234246.484375 Penalty: 2448.276611
	Iteration 14Q: 3 clusters Score -234246.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -234253.515625 Penalty: 2448.276611
	Iteration 15Q: 3 clusters Score -234253.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -234258.687500 Penalty: 2448.276611
	Iteration 16Q: 3 clusters Score -234258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -234261.156250 Penalty: 2448.276611
	Iteration 17Q: 3 clusters Score -234261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -234264.921875 Penalty: 2448.276611
	Iteration 18Q: 3 clusters Score -234264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234267.125000 Penalty: 2448.276611
	Iteration 19Q: 3 clusters Score -234267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -234267.828125 Penalty: 2448.276611
	Iteration 20F: 3 clusters Score -234267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234269.734375 Penalty: 2448.276611
	Iteration 21Q: 3 clusters Score -234269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234270.546875 Penalty: 2448.276611
	Iteration 22Q: 3 clusters Score -234270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234270.546875 Penalty: 2448.276611
	Iteration 23F: 3 clusters Score -234270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -402666.031250 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -402666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -399963.437500 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -399963.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -400632.468750 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -400632.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -400794.000000 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -400794 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -400884.218750 Penalty: 2608.611572
	Iteration 3Q: 3 clusters Score -400884.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -400951.406250 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -400951.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -400993.375000 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -400993.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -401052.281250 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -401052.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -401097.406250 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -401097.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -401144.062500 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -401144.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -401184.093750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -401184.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -401225.656250 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -401225.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -401259.937500 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -401259.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -401299.343750 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -401299.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -401329.625000 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -401329.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -401357.062500 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -401357.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -401378.062500 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -401378.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -401397.843750 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -401397.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401420.031250 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -401420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -401437.125000 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -401437.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -401452.250000 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -401452.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401463.000000 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -401463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -401474.406250 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -401474.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401483.062500 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -401483.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -401489.656250 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -401489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -401495.343750 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -401495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401497.312500 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -401497.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -401498.656250 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -401498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -401500.218750 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -401500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -401501.343750 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -401501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -401502.750000 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -401502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -401507.156250 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -401507.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -401512.687500 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -401512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -401516.531250 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -401516.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -401519.093750 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -401519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -401523.125000 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -401523.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -401527.281250 Penalty: 2608.611572
	Iteration 35Q: 3 clusters Score -401527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -401531.281250 Penalty: 2608.611572
	Iteration 36Q: 3 clusters Score -401531.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401534.718750 Penalty: 2608.611572
	Iteration 37Q: 3 clusters Score -401534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -401537.593750 Penalty: 2608.611572
	Iteration 38Q: 3 clusters Score -401537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -401543.437500 Penalty: 2608.611572
	Iteration 39Q: 3 clusters Score -401543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -401547.000000 Penalty: 2608.611572
	Iteration 40F: 3 clusters Score -401547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -401550.968750 Penalty: 2608.611572
	Iteration 41Q: 3 clusters Score -401551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -401555.062500 Penalty: 2608.611572
	Iteration 42Q: 3 clusters Score -401555.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -401562.093750 Penalty: 2608.611572
	Iteration 43Q: 3 clusters Score -401562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -401566.718750 Penalty: 2608.611572
	Iteration 44Q: 3 clusters Score -401566.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -401571.187500 Penalty: 2608.611572
	Iteration 45Q: 3 clusters Score -401571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -401573.031250 Penalty: 2608.611572
	Iteration 46Q: 3 clusters Score -401573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -401574.250000 Penalty: 2608.611572
	Iteration 47Q: 3 clusters Score -401574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -401575.406250 Penalty: 2608.611572
	Iteration 48Q: 3 clusters Score -401575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -401576.468750 Penalty: 2608.611572
	Iteration 49Q: 3 clusters Score -401576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -401579.156250 Penalty: 2608.611572
	Iteration 50Q: 3 clusters Score -401579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -401580.187500 Penalty: 2608.611572
	Iteration 51Q: 3 clusters Score -401580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -401581.218750 Penalty: 2608.611572
	Iteration 52Q: 3 clusters Score -401581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -401582.031250 Penalty: 2608.611572
	Iteration 53Q: 3 clusters Score -401582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -401583.656250 Penalty: 2608.611572
	Iteration 54Q: 3 clusters Score -401583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -401584.093750 Penalty: 2608.611572
	Iteration 55Q: 3 clusters Score -401584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -401584.437500 Penalty: 2608.611572
	Iteration 56Q: 3 clusters Score -401584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -401584.437500 Penalty: 2608.611572
	Iteration 57F: 3 clusters Score -401584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (50574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Entering Unmasked Estep 
Score: -6642432.000000 Penalty: 1760.068848
	Iteration 0F: 2 clusters Score -6642432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6608681.000000 Penalty: 3520.137695
	Iteration 0F: 3 clusters Score -6608681 nChanged 23814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -6622179.500000 Penalty: 3520.137695
	Iteration 1F: 3 clusters Score -6622180 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -6623018.500000 Penalty: 3520.137695
	Iteration 2Q: 3 clusters Score -6623018 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -6624403.000000 Penalty: 3520.137695
	Iteration 3F: 3 clusters Score -6624403 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -6626362.500000 Penalty: 3520.137695
	Iteration 4F: 3 clusters Score -6626362 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -6629009.500000 Penalty: 3520.137695
	Iteration 5F: 3 clusters Score -6629010 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6632069.500000 Penalty: 3520.137695
	Iteration 6F: 3 clusters Score -6632070 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -6634738.000000 Penalty: 3520.137695
	Iteration 7F: 3 clusters Score -6634738 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -6636947.500000 Penalty: 3520.137695
	Iteration 8Q: 3 clusters Score -6636948 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6638404.000000 Penalty: 3520.137695
	Iteration 9Q: 3 clusters Score -6638404 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6639401.500000 Penalty: 3520.137695
	Iteration 10Q: 3 clusters Score -6639402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6639961.500000 Penalty: 3520.137695
	Iteration 11Q: 3 clusters Score -6639962 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6640262.500000 Penalty: 3520.137695
	Iteration 12Q: 3 clusters Score -6640262 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6640483.000000 Penalty: 3520.137695
	Iteration 13Q: 3 clusters Score -6640483 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6640594.000000 Penalty: 3520.137695
	Iteration 14Q: 3 clusters Score -6640594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6640694.500000 Penalty: 3520.137695
	Iteration 15Q: 3 clusters Score -6640694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6640752.000000 Penalty: 3520.137695
	Iteration 16Q: 3 clusters Score -6640752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6640794.500000 Penalty: 3520.137695
	Iteration 17Q: 3 clusters Score -6640794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6640813.500000 Penalty: 3520.137695
	Iteration 18Q: 3 clusters Score -6640814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6640833.000000 Penalty: 3520.137695
	Iteration 19Q: 3 clusters Score -6640833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6640847.500000 Penalty: 3520.137695
	Iteration 20F: 3 clusters Score -6640848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6640856.000000 Penalty: 3520.137695
	Iteration 21Q: 3 clusters Score -6640856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6640861.500000 Penalty: 3520.137695
	Iteration 22Q: 3 clusters Score -6640862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6640860.000000 Penalty: 3520.137695
	Iteration 23Q: 3 clusters Score -6640860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6640863.500000 Penalty: 3520.137695
	Iteration 24Q: 3 clusters Score -6640864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6640863.000000 Penalty: 3520.137695
	Iteration 25Q: 3 clusters Score -6640863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6640863.000000 Penalty: 3520.137695
	Iteration 26F: 3 clusters Score -6640863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -2030224.375000 Penalty: 1566.623291
	Iteration 0F: 2 clusters Score -2030224 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 7664 members 
Entering Unmasked Estep 
Score: -2019701.500000 Penalty: 3133.246582
	Iteration 0F: 3 clusters Score -2019702 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2023306.250000 Penalty: 3133.246582
	Iteration 1F: 3 clusters Score -2023306 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2023752.375000 Penalty: 3133.246582
	Iteration 2F: 3 clusters Score -2023752 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2024449.500000 Penalty: 3133.246582
	Iteration 3F: 3 clusters Score -2024450 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2025370.875000 Penalty: 3133.246582
	Iteration 4F: 3 clusters Score -2025371 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2026498.125000 Penalty: 3133.246582
	Iteration 5F: 3 clusters Score -2026498 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2027696.250000 Penalty: 3133.246582
	Iteration 6F: 3 clusters Score -2027696 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2028746.250000 Penalty: 3133.246582
	Iteration 7F: 3 clusters Score -2028746 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2029366.375000 Penalty: 3133.246582
	Iteration 8F: 3 clusters Score -2029366 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2029682.500000 Penalty: 3133.246582
	Iteration 9Q: 3 clusters Score -2029682 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2029797.250000 Penalty: 3133.246582
	Iteration 10Q: 3 clusters Score -2029797 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2029848.000000 Penalty: 3133.246582
	Iteration 11Q: 3 clusters Score -2029848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2029883.625000 Penalty: 3133.246582
	Iteration 12Q: 3 clusters Score -2029884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2029893.375000 Penalty: 3133.246582
	Iteration 13Q: 3 clusters Score -2029893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2029899.750000 Penalty: 3133.246582
	Iteration 14Q: 3 clusters Score -2029900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2029909.375000 Penalty: 3133.246582
	Iteration 15Q: 3 clusters Score -2029909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2029908.250000 Penalty: 3133.246582
	Iteration 16Q: 3 clusters Score -2029908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2029908.500000 Penalty: 3133.246582
	Iteration 17Q: 3 clusters Score -2029908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2029912.750000 Penalty: 3133.246582
	Iteration 18Q: 3 clusters Score -2029913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2029915.375000 Penalty: 3133.246582
	Iteration 19Q: 3 clusters Score -2029915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2029915.125000 Penalty: 3133.246582
	Iteration 20F: 3 clusters Score -2029915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2029917.625000 Penalty: 3133.246582
	Iteration 21Q: 3 clusters Score -2029918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2029916.875000 Penalty: 3133.246582
	Iteration 22Q: 3 clusters Score -2029917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2029914.875000 Penalty: 3133.246582
	Iteration 23Q: 3 clusters Score -2029915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2029917.375000 Penalty: 3133.246582
	Iteration 24Q: 3 clusters Score -2029917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2029915.500000 Penalty: 3133.246582
	Iteration 25Q: 3 clusters Score -2029916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2029915.500000 Penalty: 3133.246582
	Iteration 26F: 3 clusters Score -2029916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (80031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Entering Unmasked Estep 
Score: -10609910.000000 Penalty: 1834.652588
	Iteration 0F: 2 clusters Score -1.060991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -10560117.000000 Penalty: 3669.305176
	Iteration 0F: 3 clusters Score -1.056012e+07 nChanged 38087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -10581923.000000 Penalty: 3669.305176
	Iteration 1F: 3 clusters Score -1.058192e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -10582639.000000 Penalty: 3669.305176
	Iteration 2Q: 3 clusters Score -1.058264e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -10583459.000000 Penalty: 3669.305176
	Iteration 3Q: 3 clusters Score -1.058346e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -10584401.000000 Penalty: 3669.305176
	Iteration 4Q: 3 clusters Score -1.05844e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -10585826.000000 Penalty: 3669.305176
	Iteration 5Q: 3 clusters Score -1.058583e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -10588205.000000 Penalty: 3669.305176
	Iteration 6Q: 3 clusters Score -1.05882e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -10591425.000000 Penalty: 3669.305176
	Iteration 7F: 3 clusters Score -1.059142e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -10594863.000000 Penalty: 3669.305176
	Iteration 8F: 3 clusters Score -1.059486e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -10596804.000000 Penalty: 3669.305176
	Iteration 9F: 3 clusters Score -1.05968e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -10597431.000000 Penalty: 3669.305176
	Iteration 10Q: 3 clusters Score -1.059743e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -10597648.000000 Penalty: 3669.305176
	Iteration 11Q: 3 clusters Score -1.059765e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -10597805.000000 Penalty: 3669.305176
	Iteration 12Q: 3 clusters Score -1.05978e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -10597889.000000 Penalty: 3669.305176
	Iteration 13Q: 3 clusters Score -1.059789e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -10598012.000000 Penalty: 3669.305176
	Iteration 14Q: 3 clusters Score -1.059801e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -10598081.000000 Penalty: 3669.305176
	Iteration 15Q: 3 clusters Score -1.059808e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -10598229.000000 Penalty: 3669.305176
	Iteration 16Q: 3 clusters Score -1.059823e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -10598346.000000 Penalty: 3669.305176
	Iteration 17Q: 3 clusters Score -1.059835e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -10598504.000000 Penalty: 3669.305176
	Iteration 18Q: 3 clusters Score -1.05985e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -10598662.000000 Penalty: 3669.305176
	Iteration 19Q: 3 clusters Score -1.059866e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -10598898.000000 Penalty: 3669.305176
	Iteration 20F: 3 clusters Score -1.05989e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -10599231.000000 Penalty: 3669.305176
	Iteration 21Q: 3 clusters Score -1.059923e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -10599583.000000 Penalty: 3669.305176
	Iteration 22Q: 3 clusters Score -1.059958e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -10599999.000000 Penalty: 3669.305176
	Iteration 23Q: 3 clusters Score -1.06e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -10600571.000000 Penalty: 3669.305176
	Iteration 24Q: 3 clusters Score -1.060057e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -10601389.000000 Penalty: 3669.305176
	Iteration 25Q: 3 clusters Score -1.060139e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -10602531.000000 Penalty: 3669.305176
	Iteration 26Q: 3 clusters Score -1.060253e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -10603946.000000 Penalty: 3669.305176
	Iteration 27Q: 3 clusters Score -1.060395e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -10605645.000000 Penalty: 3669.305176
	Iteration 28Q: 3 clusters Score -1.060564e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -10607257.000000 Penalty: 3669.305176
	Iteration 29Q: 3 clusters Score -1.060726e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -10608708.000000 Penalty: 3669.305176
	Iteration 30Q: 3 clusters Score -1.060871e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -10609591.000000 Penalty: 3669.305176
	Iteration 31Q: 3 clusters Score -1.060959e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -10610109.000000 Penalty: 3669.305176
	Iteration 32Q: 3 clusters Score -1.061011e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -10610313.000000 Penalty: 3669.305176
	Iteration 33Q: 3 clusters Score -1.061031e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -10610451.000000 Penalty: 3669.305176
	Iteration 34Q: 3 clusters Score -1.061045e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -10610499.000000 Penalty: 3669.305176
	Iteration 35Q: 3 clusters Score -1.06105e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -10610495.000000 Penalty: 3669.305176
	Iteration 36Q: 3 clusters Score -1.06105e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -10610451.000000 Penalty: 3669.305176
	Iteration 37Q: 3 clusters Score -1.061045e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -10610455.000000 Penalty: 3669.305176
	Iteration 38Q: 3 clusters Score -1.061046e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -10610462.000000 Penalty: 3669.305176
	Iteration 39Q: 3 clusters Score -1.061046e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -10610698.000000 Penalty: 3669.305176
	Iteration 40F: 3 clusters Score -1.06107e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -10610786.000000 Penalty: 3669.305176
	Iteration 41Q: 3 clusters Score -1.061079e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -10610828.000000 Penalty: 3669.305176
	Iteration 42Q: 3 clusters Score -1.061083e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -10610876.000000 Penalty: 3669.305176
	Iteration 43Q: 3 clusters Score -1.061088e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -10610918.000000 Penalty: 3669.305176
	Iteration 44Q: 3 clusters Score -1.061092e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -10610966.000000 Penalty: 3669.305176
	Iteration 45Q: 3 clusters Score -1.061097e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -10610971.000000 Penalty: 3669.305176
	Iteration 46Q: 3 clusters Score -1.061097e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -10610996.000000 Penalty: 3669.305176
	Iteration 47Q: 3 clusters Score -1.0611e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -10610957.000000 Penalty: 3669.305176
	Iteration 48Q: 3 clusters Score -1.061096e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -10610884.000000 Penalty: 3669.305176
	Iteration 49Q: 3 clusters Score -1.061088e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -10610860.000000 Penalty: 3669.305176
	Iteration 50Q: 3 clusters Score -1.061086e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -10610791.000000 Penalty: 3669.305176
	Iteration 51Q: 3 clusters Score -1.061079e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -10610809.000000 Penalty: 3669.305176
	Iteration 52Q: 3 clusters Score -1.061081e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -10610743.000000 Penalty: 3669.305176
	Iteration 53Q: 3 clusters Score -1.061074e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -10610774.000000 Penalty: 3669.305176
	Iteration 54Q: 3 clusters Score -1.061077e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -10610810.000000 Penalty: 3669.305176
	Iteration 55Q: 3 clusters Score -1.061081e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -10610803.000000 Penalty: 3669.305176
	Iteration 56Q: 3 clusters Score -1.06108e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -10610801.000000 Penalty: 3669.305176
	Iteration 57Q: 3 clusters Score -1.06108e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -10610865.000000 Penalty: 3669.305176
	Iteration 58Q: 3 clusters Score -1.061086e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -10610855.000000 Penalty: 3669.305176
	Iteration 59Q: 3 clusters Score -1.061086e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -10610883.000000 Penalty: 3669.305176
	Iteration 60F: 3 clusters Score -1.061088e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -10610909.000000 Penalty: 3669.305176
	Iteration 61Q: 3 clusters Score -1.061091e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -10610927.000000 Penalty: 3669.305176
	Iteration 62Q: 3 clusters Score -1.061093e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -10610912.000000 Penalty: 3669.305176
	Iteration 63Q: 3 clusters Score -1.061091e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -10610911.000000 Penalty: 3669.305176
	Iteration 64Q: 3 clusters Score -1.061091e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -10610925.000000 Penalty: 3669.305176
	Iteration 65Q: 3 clusters Score -1.061092e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -10610916.000000 Penalty: 3669.305176
	Iteration 66Q: 3 clusters Score -1.061092e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -10610913.000000 Penalty: 3669.305176
	Iteration 67Q: 3 clusters Score -1.061091e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -10610899.000000 Penalty: 3669.305176
	Iteration 68Q: 3 clusters Score -1.06109e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -10610872.000000 Penalty: 3669.305176
	Iteration 69Q: 3 clusters Score -1.061087e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -10610858.000000 Penalty: 3669.305176
	Iteration 70Q: 3 clusters Score -1.061086e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -10610831.000000 Penalty: 3669.305176
	Iteration 71Q: 3 clusters Score -1.061083e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -10610840.000000 Penalty: 3669.305176
	Iteration 72Q: 3 clusters Score -1.061084e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -10610840.000000 Penalty: 3669.305176
	Iteration 73Q: 3 clusters Score -1.061084e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -10610855.000000 Penalty: 3669.305176
	Iteration 74Q: 3 clusters Score -1.061086e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -10610855.000000 Penalty: 3669.305176
	Iteration 75Q: 3 clusters Score -1.061086e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -10610858.000000 Penalty: 3669.305176
	Iteration 76Q: 3 clusters Score -1.061086e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -10610850.000000 Penalty: 3669.305176
	Iteration 77Q: 3 clusters Score -1.061085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -10610863.000000 Penalty: 3669.305176
	Iteration 78Q: 3 clusters Score -1.061086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -10610873.000000 Penalty: 3669.305176
	Iteration 79Q: 3 clusters Score -1.061087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -10610866.000000 Penalty: 3669.305176
	Iteration 80F: 3 clusters Score -1.061087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -10610849.000000 Penalty: 3669.305176
	Iteration 81Q: 3 clusters Score -1.061085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -10610846.000000 Penalty: 3669.305176
	Iteration 82Q: 3 clusters Score -1.061085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -10610845.000000 Penalty: 3669.305176
	Iteration 83Q: 3 clusters Score -1.061084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -10610858.000000 Penalty: 3669.305176
	Iteration 84Q: 3 clusters Score -1.061086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -10610844.000000 Penalty: 3669.305176
	Iteration 85Q: 3 clusters Score -1.061084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10610842.000000 Penalty: 3669.305176
	Iteration 86Q: 3 clusters Score -1.061084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -10610847.000000 Penalty: 3669.305176
	Iteration 87Q: 3 clusters Score -1.061085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -10610845.000000 Penalty: 3669.305176
	Iteration 88Q: 3 clusters Score -1.061084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -10610842.000000 Penalty: 3669.305176
	Iteration 89Q: 3 clusters Score -1.061084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -10610845.000000 Penalty: 3669.305176
	Iteration 90Q: 3 clusters Score -1.061084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -10610850.000000 Penalty: 3669.305176
	Iteration 91Q: 3 clusters Score -1.061085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -10610846.000000 Penalty: 3669.305176
	Iteration 92Q: 3 clusters Score -1.061085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -10610857.000000 Penalty: 3669.305176
	Iteration 93Q: 3 clusters Score -1.061086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -10610866.000000 Penalty: 3669.305176
	Iteration 94Q: 3 clusters Score -1.061087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -10610872.000000 Penalty: 3669.305176
	Iteration 95Q: 3 clusters Score -1.061087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -10610872.000000 Penalty: 3669.305176
	Iteration 96F: 3 clusters Score -1.061087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73507 members 
Mstep: Class 7 contains 6587 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 34309 members 
Mstep: Class 12 contains 49856 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 66278 members 
Mstep: Class 18 contains 60163 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19314 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 40213 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 72916 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7776 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4811 members 
Mstep: Class 32 contains 80506 members 
Mstep: Class 33 contains 17809 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 50574 members 
Mstep: Class 37 contains 15379 members 
Mstep: Class 38 contains 24764 members 
Mstep: Class 39 contains 76062 members 
Mstep: Class 40 contains 92643 members 
Mstep: Class 41 contains 55267 members 
Entering Unmasked Estep 
Score: -127788376.000000 Penalty: 92049.632812
Splitting cluster 38 changes total score from -127787096.000000 to -127788376.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 39 (76062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Entering Unmasked Estep 
Score: -10061488.000000 Penalty: 1826.386963
	Iteration 0F: 2 clusters Score -1.006149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -10014290.000000 Penalty: 3652.773926
	Iteration 0F: 3 clusters Score -1.001429e+07 nChanged 36096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -10035269.000000 Penalty: 3652.773926
	Iteration 1F: 3 clusters Score -1.003527e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -10036315.000000 Penalty: 3652.773926
	Iteration 2Q: 3 clusters Score -1.003632e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -10037804.000000 Penalty: 3652.773926
	Iteration 3Q: 3 clusters Score -1.00378e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -10040115.000000 Penalty: 3652.773926
	Iteration 4F: 3 clusters Score -1.004012e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -10043341.000000 Penalty: 3652.773926
	Iteration 5F: 3 clusters Score -1.004334e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -10047333.000000 Penalty: 3652.773926
	Iteration 6F: 3 clusters Score -1.004733e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -10051344.000000 Penalty: 3652.773926
	Iteration 7F: 3 clusters Score -1.005134e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -10054646.000000 Penalty: 3652.773926
	Iteration 8F: 3 clusters Score -1.005465e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -10057182.000000 Penalty: 3652.773926
	Iteration 9F: 3 clusters Score -1.005718e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -10058636.000000 Penalty: 3652.773926
	Iteration 10Q: 3 clusters Score -1.005864e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -10059257.000000 Penalty: 3652.773926
	Iteration 11Q: 3 clusters Score -1.005926e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -10059554.000000 Penalty: 3652.773926
	Iteration 12Q: 3 clusters Score -1.005955e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -10059715.000000 Penalty: 3652.773926
	Iteration 13Q: 3 clusters Score -1.005972e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -10059792.000000 Penalty: 3652.773926
	Iteration 14Q: 3 clusters Score -1.005979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -10059823.000000 Penalty: 3652.773926
	Iteration 15Q: 3 clusters Score -1.005982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -10059846.000000 Penalty: 3652.773926
	Iteration 16Q: 3 clusters Score -1.005985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -10059862.000000 Penalty: 3652.773926
	Iteration 17Q: 3 clusters Score -1.005986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -10059872.000000 Penalty: 3652.773926
	Iteration 18Q: 3 clusters Score -1.005987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10059896.000000 Penalty: 3652.773926
	Iteration 19Q: 3 clusters Score -1.00599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10059894.000000 Penalty: 3652.773926
	Iteration 20F: 3 clusters Score -1.005989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (92643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Entering Unmasked Estep 
Score: -12271539.000000 Penalty: 1858.432739
	Iteration 0F: 2 clusters Score -1.227154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -12215758.000000 Penalty: 3716.865479
	Iteration 0F: 3 clusters Score -1.221576e+07 nChanged 44284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -12241620.000000 Penalty: 3716.865479
	Iteration 1F: 3 clusters Score -1.224162e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -12242706.000000 Penalty: 3716.865479
	Iteration 2Q: 3 clusters Score -1.224271e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -12244066.000000 Penalty: 3716.865479
	Iteration 3Q: 3 clusters Score -1.224407e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -12246454.000000 Penalty: 3716.865479
	Iteration 4F: 3 clusters Score -1.224645e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -12249404.000000 Penalty: 3716.865479
	Iteration 5F: 3 clusters Score -1.22494e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -12252712.000000 Penalty: 3716.865479
	Iteration 6F: 3 clusters Score -1.225271e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -12256139.000000 Penalty: 3716.865479
	Iteration 7F: 3 clusters Score -1.225614e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -12259454.000000 Penalty: 3716.865479
	Iteration 8F: 3 clusters Score -1.225945e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -12262002.000000 Penalty: 3716.865479
	Iteration 9Q: 3 clusters Score -1.2262e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -12264146.000000 Penalty: 3716.865479
	Iteration 10Q: 3 clusters Score -1.226415e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -12265546.000000 Penalty: 3716.865479
	Iteration 11Q: 3 clusters Score -1.226555e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -12266590.000000 Penalty: 3716.865479
	Iteration 12Q: 3 clusters Score -1.226659e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -12267345.000000 Penalty: 3716.865479
	Iteration 13Q: 3 clusters Score -1.226734e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -12267799.000000 Penalty: 3716.865479
	Iteration 14Q: 3 clusters Score -1.22678e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -12268129.000000 Penalty: 3716.865479
	Iteration 15Q: 3 clusters Score -1.226813e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -12268469.000000 Penalty: 3716.865479
	Iteration 16Q: 3 clusters Score -1.226847e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -12268800.000000 Penalty: 3716.865479
	Iteration 17Q: 3 clusters Score -1.22688e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -12269014.000000 Penalty: 3716.865479
	Iteration 18Q: 3 clusters Score -1.226901e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -12269209.000000 Penalty: 3716.865479
	Iteration 19Q: 3 clusters Score -1.226921e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -12269328.000000 Penalty: 3716.865479
	Iteration 20F: 3 clusters Score -1.226933e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -12269451.000000 Penalty: 3716.865479
	Iteration 21Q: 3 clusters Score -1.226945e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -12269541.000000 Penalty: 3716.865479
	Iteration 22Q: 3 clusters Score -1.226954e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -12269619.000000 Penalty: 3716.865479
	Iteration 23Q: 3 clusters Score -1.226962e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -12269667.000000 Penalty: 3716.865479
	Iteration 24Q: 3 clusters Score -1.226967e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -12269717.000000 Penalty: 3716.865479
	Iteration 25Q: 3 clusters Score -1.226972e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -12269774.000000 Penalty: 3716.865479
	Iteration 26Q: 3 clusters Score -1.226977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 91951 members 
Entering Unmasked Estep 
Score: -12269793.000000 Penalty: 3716.865479
	Iteration 27Q: 3 clusters Score -1.226979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -12269831.000000 Penalty: 3716.865479
	Iteration 28Q: 3 clusters Score -1.226983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -12269840.000000 Penalty: 3716.865479
	Iteration 29Q: 3 clusters Score -1.226984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -12269841.000000 Penalty: 3716.865479
	Iteration 30Q: 3 clusters Score -1.226984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -12269839.000000 Penalty: 3716.865479
	Iteration 31Q: 3 clusters Score -1.226984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -12269849.000000 Penalty: 3716.865479
	Iteration 32Q: 3 clusters Score -1.226985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -12269869.000000 Penalty: 3716.865479
	Iteration 33Q: 3 clusters Score -1.226987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -12269862.000000 Penalty: 3716.865479
	Iteration 34Q: 3 clusters Score -1.226986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -12269870.000000 Penalty: 3716.865479
	Iteration 35Q: 3 clusters Score -1.226987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -12269867.000000 Penalty: 3716.865479
	Iteration 36Q: 3 clusters Score -1.226987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -12269885.000000 Penalty: 3716.865479
	Iteration 37Q: 3 clusters Score -1.226988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -12269880.000000 Penalty: 3716.865479
	Iteration 38Q: 3 clusters Score -1.226988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -12269897.000000 Penalty: 3716.865479
	Iteration 39Q: 3 clusters Score -1.22699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -12269895.000000 Penalty: 3716.865479
	Iteration 40F: 3 clusters Score -1.22699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -12269905.000000 Penalty: 3716.865479
	Iteration 41Q: 3 clusters Score -1.22699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -12269914.000000 Penalty: 3716.865479
	Iteration 42Q: 3 clusters Score -1.226991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -12269911.000000 Penalty: 3716.865479
	Iteration 43Q: 3 clusters Score -1.226991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -12269917.000000 Penalty: 3716.865479
	Iteration 44Q: 3 clusters Score -1.226992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -12269917.000000 Penalty: 3716.865479
	Iteration 45Q: 3 clusters Score -1.226992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -12269926.000000 Penalty: 3716.865479
	Iteration 46Q: 3 clusters Score -1.226993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -12269932.000000 Penalty: 3716.865479
	Iteration 47Q: 3 clusters Score -1.226993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -12269941.000000 Penalty: 3716.865479
	Iteration 48Q: 3 clusters Score -1.226994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -12269942.000000 Penalty: 3716.865479
	Iteration 49Q: 3 clusters Score -1.226994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -12269946.000000 Penalty: 3716.865479
	Iteration 50Q: 3 clusters Score -1.226995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -12269942.000000 Penalty: 3716.865479
	Iteration 51Q: 3 clusters Score -1.226994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -12269940.000000 Penalty: 3716.865479
	Iteration 52Q: 3 clusters Score -1.226994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -12269938.000000 Penalty: 3716.865479
	Iteration 53Q: 3 clusters Score -1.226994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -12269947.000000 Penalty: 3716.865479
	Iteration 54Q: 3 clusters Score -1.226995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -12269946.000000 Penalty: 3716.865479
	Iteration 55Q: 3 clusters Score -1.226995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -12269949.000000 Penalty: 3716.865479
	Iteration 56Q: 3 clusters Score -1.226995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -12269956.000000 Penalty: 3716.865479
	Iteration 57Q: 3 clusters Score -1.226996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -12269954.000000 Penalty: 3716.865479
	Iteration 58Q: 3 clusters Score -1.226995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -12269958.000000 Penalty: 3716.865479
	Iteration 59Q: 3 clusters Score -1.226996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -12269967.000000 Penalty: 3716.865479
	Iteration 60F: 3 clusters Score -1.226997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 92159 members 
Entering Unmasked Estep 
Score: -12269973.000000 Penalty: 3716.865479
	Iteration 61Q: 3 clusters Score -1.226997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -12269965.000000 Penalty: 3716.865479
	Iteration 62Q: 3 clusters Score -1.226996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -12269967.000000 Penalty: 3716.865479
	Iteration 63Q: 3 clusters Score -1.226997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -12269983.000000 Penalty: 3716.865479
	Iteration 64Q: 3 clusters Score -1.226998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -12269988.000000 Penalty: 3716.865479
	Iteration 65Q: 3 clusters Score -1.226999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -12269978.000000 Penalty: 3716.865479
	Iteration 66Q: 3 clusters Score -1.226998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -12269974.000000 Penalty: 3716.865479
	Iteration 67Q: 3 clusters Score -1.226997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -12269980.000000 Penalty: 3716.865479
	Iteration 68Q: 3 clusters Score -1.226998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -12269977.000000 Penalty: 3716.865479
	Iteration 69Q: 3 clusters Score -1.226998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -12269977.000000 Penalty: 3716.865479
	Iteration 70F: 3 clusters Score -1.226998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73507 members 
Mstep: Class 7 contains 6587 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 34309 members 
Mstep: Class 12 contains 49856 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 66278 members 
Mstep: Class 18 contains 60163 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19314 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 40213 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 72916 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7776 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4811 members 
Mstep: Class 32 contains 80506 members 
Mstep: Class 33 contains 17809 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 50574 members 
Mstep: Class 37 contains 15379 members 
Mstep: Class 38 contains 24764 members 
Mstep: Class 39 contains 76062 members 
Mstep: Class 40 contains 92643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789568.000000 Penalty: 92049.632812
Iteration 359Q: 42 clusters Score -1.277896e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 73580 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 12766 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 34826 members 
Mstep: Class 12 contains 49864 members 
Mstep: Class 13 contains 15338 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 28193 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 65839 members 
Mstep: Class 18 contains 60303 members 
Mstep: Class 19 contains 15719 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19259 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 40263 members 
Mstep: Class 26 contains 12304 members 
Mstep: Class 27 contains 73163 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7773 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 80535 members 
Mstep: Class 33 contains 17577 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3063 members 
Mstep: Class 36 contains 50219 members 
Mstep: Class 37 contains 15381 members 
Mstep: Class 38 contains 25494 members 
Mstep: Class 39 contains 75861 members 
Mstep: Class 40 contains 92285 members 
Mstep: Class 41 contains 55238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789432.000000 Penalty: 92049.632812
Iteration 360F: 42 clusters Score -1.277894e+08 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 73591 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 35319 members 
Mstep: Class 12 contains 49722 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 28058 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 65017 members 
Mstep: Class 18 contains 60414 members 
Mstep: Class 19 contains 15704 members 
Mstep: Class 20 contains 15277 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19186 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5423 members 
Mstep: Class 25 contains 40216 members 
Mstep: Class 26 contains 12292 members 
Mstep: Class 27 contains 73287 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7772 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4814 members 
Mstep: Class 32 contains 80589 members 
Mstep: Class 33 contains 17339 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3064 members 
Mstep: Class 36 contains 49825 members 
Mstep: Class 37 contains 15381 members 
Mstep: Class 38 contains 26053 members 
Mstep: Class 39 contains 75639 members 
Mstep: Class 40 contains 91852 members 
Mstep: Class 41 contains 56431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789856.000000 Penalty: 92049.632812
Iteration 361Q: 42 clusters Score -1.277899e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73604 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 35853 members 
Mstep: Class 12 contains 49634 members 
Mstep: Class 13 contains 15343 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 27954 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 64057 members 
Mstep: Class 18 contains 60503 members 
Mstep: Class 19 contains 15688 members 
Mstep: Class 20 contains 15278 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19115 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 40168 members 
Mstep: Class 26 contains 12277 members 
Mstep: Class 27 contains 73271 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7769 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4814 members 
Mstep: Class 32 contains 80627 members 
Mstep: Class 33 contains 17132 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 49434 members 
Mstep: Class 37 contains 15383 members 
Mstep: Class 38 contains 26643 members 
Mstep: Class 39 contains 75358 members 
Mstep: Class 40 contains 91648 members 
Mstep: Class 41 contains 57534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790016.000000 Penalty: 92049.632812
Iteration 362Q: 42 clusters Score -1.2779e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 73616 members 
Mstep: Class 7 contains 6583 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 36440 members 
Mstep: Class 12 contains 49546 members 
Mstep: Class 13 contains 15339 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 27868 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 63078 members 
Mstep: Class 18 contains 60644 members 
Mstep: Class 19 contains 15700 members 
Mstep: Class 20 contains 15272 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5396 members 
Mstep: Class 25 contains 40150 members 
Mstep: Class 26 contains 12261 members 
Mstep: Class 27 contains 73164 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7767 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4814 members 
Mstep: Class 32 contains 80664 members 
Mstep: Class 33 contains 16944 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3067 members 
Mstep: Class 36 contains 49021 members 
Mstep: Class 37 contains 15385 members 
Mstep: Class 38 contains 27236 members 
Mstep: Class 39 contains 75036 members 
Mstep: Class 40 contains 91522 members 
Mstep: Class 41 contains 58525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790312.000000 Penalty: 92049.632812
Iteration 363Q: 42 clusters Score -1.277903e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 73643 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 37056 members 
Mstep: Class 12 contains 49469 members 
Mstep: Class 13 contains 15339 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 27769 members 
Mstep: Class 16 contains 6388 members 
Mstep: Class 17 contains 62246 members 
Mstep: Class 18 contains 60808 members 
Mstep: Class 19 contains 15695 members 
Mstep: Class 20 contains 15272 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19035 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5380 members 
Mstep: Class 25 contains 40165 members 
Mstep: Class 26 contains 12254 members 
Mstep: Class 27 contains 72975 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4815 members 
Mstep: Class 32 contains 80717 members 
Mstep: Class 33 contains 16763 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 48554 members 
Mstep: Class 37 contains 15392 members 
Mstep: Class 38 contains 27832 members 
Mstep: Class 39 contains 74716 members 
Mstep: Class 40 contains 91336 members 
Mstep: Class 41 contains 59445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790464.000000 Penalty: 92049.632812
Iteration 364Q: 42 clusters Score -1.277905e+08 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 73685 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 37702 members 
Mstep: Class 12 contains 49389 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 27694 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 61721 members 
Mstep: Class 18 contains 60918 members 
Mstep: Class 19 contains 15702 members 
Mstep: Class 20 contains 15258 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 19006 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5361 members 
Mstep: Class 25 contains 40186 members 
Mstep: Class 26 contains 12255 members 
Mstep: Class 27 contains 72705 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 7765 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4817 members 
Mstep: Class 32 contains 80783 members 
Mstep: Class 33 contains 16591 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 48020 members 
Mstep: Class 37 contains 15401 members 
Mstep: Class 38 contains 28320 members 
Mstep: Class 39 contains 74423 members 
Mstep: Class 40 contains 91187 members 
Mstep: Class 41 contains 60179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790784.000000 Penalty: 92049.632812
Iteration 365Q: 42 clusters Score -1.277908e+08 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 73711 members 
Mstep: Class 7 contains 6572 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 38406 members 
Mstep: Class 12 contains 49312 members 
Mstep: Class 13 contains 15340 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 27555 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 61530 members 
Mstep: Class 18 contains 61025 members 
Mstep: Class 19 contains 15717 members 
Mstep: Class 20 contains 15247 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18996 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 40227 members 
Mstep: Class 26 contains 12265 members 
Mstep: Class 27 contains 72328 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 7769 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 80849 members 
Mstep: Class 33 contains 16431 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3065 members 
Mstep: Class 36 contains 47434 members 
Mstep: Class 37 contains 15403 members 
Mstep: Class 38 contains 28715 members 
Mstep: Class 39 contains 74120 members 
Mstep: Class 40 contains 91116 members 
Mstep: Class 41 contains 60733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790976.000000 Penalty: 92049.632812
Iteration 366Q: 42 clusters Score -1.27791e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 73737 members 
Mstep: Class 7 contains 6571 members 
Mstep: Class 8 contains 12768 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 39214 members 
Mstep: Class 12 contains 49258 members 
Mstep: Class 13 contains 15345 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 61365 members 
Mstep: Class 18 contains 61104 members 
Mstep: Class 19 contains 15726 members 
Mstep: Class 20 contains 15247 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 40240 members 
Mstep: Class 26 contains 12275 members 
Mstep: Class 27 contains 71984 members 
Mstep: Class 28 contains 2686 members 
Mstep: Class 29 contains 7765 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 80925 members 
Mstep: Class 33 contains 16234 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 46764 members 
Mstep: Class 37 contains 15408 members 
Mstep: Class 38 contains 29139 members 
Mstep: Class 39 contains 73808 members 
Mstep: Class 40 contains 91088 members 
Mstep: Class 41 contains 61211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790992.000000 Penalty: 92049.632812
Iteration 367Q: 42 clusters Score -1.27791e+08 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73747 members 
Mstep: Class 7 contains 6566 members 
Mstep: Class 8 contains 12770 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 5072 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 49207 members 
Mstep: Class 13 contains 15353 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 27330 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 17 contains 61210 members 
Mstep: Class 18 contains 61159 members 
Mstep: Class 19 contains 15728 members 
Mstep: Class 20 contains 15243 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18941 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 5299 members 
Mstep: Class 25 contains 40301 members 
Mstep: Class 26 contains 12274 members 
Mstep: Class 27 contains 71636 members 
Mstep: Class 28 contains 2686 members 
Mstep: Class 29 contains 7768 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 80991 members 
Mstep: Class 33 contains 16013 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 46083 members 
Mstep: Class 37 contains 15424 members 
Mstep: Class 38 contains 29591 members 
Mstep: Class 39 contains 73462 members 
Mstep: Class 40 contains 91007 members 
Mstep: Class 41 contains 61695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791264.000000 Penalty: 92049.632812
Iteration 368Q: 42 clusters Score -1.277913e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 73764 members 
Mstep: Class 7 contains 6563 members 
Mstep: Class 8 contains 12772 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 41047 members 
Mstep: Class 12 contains 49170 members 
Mstep: Class 13 contains 15354 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 27218 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 17 contains 61085 members 
Mstep: Class 18 contains 61258 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 15250 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18926 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 40370 members 
Mstep: Class 26 contains 12273 members 
Mstep: Class 27 contains 71319 members 
Mstep: Class 28 contains 2685 members 
Mstep: Class 29 contains 7766 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 81030 members 
Mstep: Class 33 contains 15806 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 45387 members 
Mstep: Class 37 contains 15428 members 
Mstep: Class 38 contains 30084 members 
Mstep: Class 39 contains 73066 members 
Mstep: Class 40 contains 90812 members 
Mstep: Class 41 contains 62109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791000.000000 Penalty: 92049.632812
Iteration 369Q: 42 clusters Score -1.27791e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73769 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 42016 members 
Mstep: Class 12 contains 49114 members 
Mstep: Class 13 contains 15356 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 27162 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 60836 members 
Mstep: Class 18 contains 61348 members 
Mstep: Class 19 contains 15748 members 
Mstep: Class 20 contains 15242 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18906 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 40402 members 
Mstep: Class 26 contains 12261 members 
Mstep: Class 27 contains 70954 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 7770 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 81062 members 
Mstep: Class 33 contains 15615 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3070 members 
Mstep: Class 36 contains 44583 members 
Mstep: Class 37 contains 15428 members 
Mstep: Class 38 contains 30676 members 
Mstep: Class 39 contains 72835 members 
Mstep: Class 40 contains 90560 members 
Mstep: Class 41 contains 62620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791512.000000 Penalty: 92049.632812
Iteration 370Q: 42 clusters Score -1.277915e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 73776 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 42991 members 
Mstep: Class 12 contains 49079 members 
Mstep: Class 13 contains 15357 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 27087 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 60586 members 
Mstep: Class 18 contains 61467 members 
Mstep: Class 19 contains 15763 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18889 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5256 members 
Mstep: Class 25 contains 40424 members 
Mstep: Class 26 contains 12245 members 
Mstep: Class 27 contains 70521 members 
Mstep: Class 28 contains 2683 members 
Mstep: Class 29 contains 7766 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 81100 members 
Mstep: Class 33 contains 15442 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 43721 members 
Mstep: Class 37 contains 15427 members 
Mstep: Class 38 contains 31435 members 
Mstep: Class 39 contains 72665 members 
Mstep: Class 40 contains 90162 members 
Mstep: Class 41 contains 63130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791552.000000 Penalty: 92049.632812
Iteration 371Q: 42 clusters Score -1.277916e+08 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73789 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 12775 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 5102 members 
Mstep: Class 11 contains 43990 members 
Mstep: Class 12 contains 49068 members 
Mstep: Class 13 contains 15361 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 27070 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 60271 members 
Mstep: Class 18 contains 61549 members 
Mstep: Class 19 contains 15781 members 
Mstep: Class 20 contains 15232 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18876 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5233 members 
Mstep: Class 25 contains 40434 members 
Mstep: Class 26 contains 12232 members 
Mstep: Class 27 contains 70014 members 
Mstep: Class 28 contains 2682 members 
Mstep: Class 29 contains 7759 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 81120 members 
Mstep: Class 33 contains 15237 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 42856 members 
Mstep: Class 37 contains 15430 members 
Mstep: Class 38 contains 32264 members 
Mstep: Class 39 contains 72513 members 
Mstep: Class 40 contains 89794 members 
Mstep: Class 41 contains 63651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792200.000000 Penalty: 92049.632812
Iteration 372Q: 42 clusters Score -1.277922e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73794 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 45028 members 
Mstep: Class 12 contains 49056 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 27040 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 59958 members 
Mstep: Class 18 contains 61642 members 
Mstep: Class 19 contains 15794 members 
Mstep: Class 20 contains 15241 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18863 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5210 members 
Mstep: Class 25 contains 40425 members 
Mstep: Class 26 contains 12226 members 
Mstep: Class 27 contains 69348 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 7749 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 81139 members 
Mstep: Class 33 contains 15058 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 41945 members 
Mstep: Class 37 contains 15434 members 
Mstep: Class 38 contains 33209 members 
Mstep: Class 39 contains 72388 members 
Mstep: Class 40 contains 89489 members 
Mstep: Class 41 contains 64122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792568.000000 Penalty: 92049.632812
Iteration 373Q: 42 clusters Score -1.277926e+08 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 73799 members 
Mstep: Class 7 contains 6552 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 46081 members 
Mstep: Class 12 contains 49070 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 26977 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 59683 members 
Mstep: Class 18 contains 61714 members 
Mstep: Class 19 contains 15816 members 
Mstep: Class 20 contains 15264 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18846 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5186 members 
Mstep: Class 25 contains 40432 members 
Mstep: Class 26 contains 12207 members 
Mstep: Class 27 contains 68630 members 
Mstep: Class 28 contains 2678 members 
Mstep: Class 29 contains 7731 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 81134 members 
Mstep: Class 33 contains 14865 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 41082 members 
Mstep: Class 37 contains 15439 members 
Mstep: Class 38 contains 34126 members 
Mstep: Class 39 contains 72203 members 
Mstep: Class 40 contains 89229 members 
Mstep: Class 41 contains 64645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793240.000000 Penalty: 92049.632812
Iteration 374Q: 42 clusters Score -1.277932e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 73789 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 47232 members 
Mstep: Class 12 contains 49094 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 26914 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 59393 members 
Mstep: Class 18 contains 61781 members 
Mstep: Class 19 contains 15825 members 
Mstep: Class 20 contains 15285 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 18818 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5162 members 
Mstep: Class 25 contains 40408 members 
Mstep: Class 26 contains 12182 members 
Mstep: Class 27 contains 67914 members 
Mstep: Class 28 contains 2677 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4819 members 
Mstep: Class 32 contains 81124 members 
Mstep: Class 33 contains 14632 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3074 members 
Mstep: Class 36 contains 40167 members 
Mstep: Class 37 contains 15443 members 
Mstep: Class 38 contains 35100 members 
Mstep: Class 39 contains 71975 members 
Mstep: Class 40 contains 88985 members 
Mstep: Class 41 contains 65197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793056.000000 Penalty: 92049.632812
Iteration 375Q: 42 clusters Score -1.277931e+08 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73785 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 48430 members 
Mstep: Class 12 contains 49099 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 26864 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 59030 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 15842 members 
Mstep: Class 20 contains 15302 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18815 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5138 members 
Mstep: Class 25 contains 40347 members 
Mstep: Class 26 contains 12180 members 
Mstep: Class 27 contains 67122 members 
Mstep: Class 28 contains 2677 members 
Mstep: Class 29 contains 7708 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4820 members 
Mstep: Class 32 contains 81121 members 
Mstep: Class 33 contains 14393 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3077 members 
Mstep: Class 36 contains 39235 members 
Mstep: Class 37 contains 15445 members 
Mstep: Class 38 contains 36103 members 
Mstep: Class 39 contains 71745 members 
Mstep: Class 40 contains 88756 members 
Mstep: Class 41 contains 65835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793224.000000 Penalty: 92049.632812
Iteration 376Q: 42 clusters Score -1.277932e+08 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73808 members 
Mstep: Class 7 contains 6540 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 49668 members 
Mstep: Class 12 contains 49133 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 26780 members 
Mstep: Class 16 contains 6430 members 
Mstep: Class 17 contains 58626 members 
Mstep: Class 18 contains 61907 members 
Mstep: Class 19 contains 15857 members 
Mstep: Class 20 contains 15310 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18813 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5101 members 
Mstep: Class 25 contains 40266 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 66362 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 7703 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 81090 members 
Mstep: Class 33 contains 14184 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3074 members 
Mstep: Class 36 contains 38230 members 
Mstep: Class 37 contains 15451 members 
Mstep: Class 38 contains 37054 members 
Mstep: Class 39 contains 71539 members 
Mstep: Class 40 contains 88567 members 
Mstep: Class 41 contains 66484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793280.000000 Penalty: 92049.632812
Iteration 377Q: 42 clusters Score -1.277933e+08 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 73799 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 50910 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 26620 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 61998 members 
Mstep: Class 19 contains 15863 members 
Mstep: Class 20 contains 15336 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18818 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 40034 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 65530 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 81036 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3074 members 
Mstep: Class 36 contains 37196 members 
Mstep: Class 37 contains 15452 members 
Mstep: Class 38 contains 37876 members 
Mstep: Class 39 contains 71532 members 
Mstep: Class 40 contains 88670 members 
Mstep: Class 41 contains 67114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793352.000000 Penalty: 92049.632812
Iteration 378Q: 42 clusters Score -1.277934e+08 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73761 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 52148 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 15432 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 26405 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 57704 members 
Mstep: Class 18 contains 62086 members 
Mstep: Class 19 contains 15873 members 
Mstep: Class 20 contains 15352 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18830 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5028 members 
Mstep: Class 25 contains 39529 members 
Mstep: Class 26 contains 12216 members 
Mstep: Class 27 contains 64727 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 7689 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 80979 members 
Mstep: Class 33 contains 13750 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 36108 members 
Mstep: Class 37 contains 15452 members 
Mstep: Class 38 contains 38620 members 
Mstep: Class 39 contains 71928 members 
Mstep: Class 40 contains 88904 members 
Mstep: Class 41 contains 67815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793392.000000 Penalty: 92049.632812
Iteration 379Q: 42 clusters Score -1.277934e+08 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73753 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 53445 members 
Mstep: Class 12 contains 49191 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 26114 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 57094 members 
Mstep: Class 18 contains 62189 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 15350 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18868 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 5005 members 
Mstep: Class 25 contains 38730 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 63846 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4820 members 
Mstep: Class 32 contains 80932 members 
Mstep: Class 33 contains 13477 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3070 members 
Mstep: Class 36 contains 35031 members 
Mstep: Class 37 contains 15453 members 
Mstep: Class 38 contains 39186 members 
Mstep: Class 39 contains 72583 members 
Mstep: Class 40 contains 89403 members 
Mstep: Class 41 contains 68647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793104.000000 Penalty: 92049.632812
Iteration 380F: 42 clusters Score -1.277931e+08 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 73712 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 54788 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 15500 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 56419 members 
Mstep: Class 18 contains 62237 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 15349 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 4970 members 
Mstep: Class 25 contains 37626 members 
Mstep: Class 26 contains 12245 members 
Mstep: Class 27 contains 63040 members 
Mstep: Class 28 contains 2668 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 80906 members 
Mstep: Class 33 contains 13191 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 33939 members 
Mstep: Class 37 contains 15450 members 
Mstep: Class 38 contains 40362 members 
Mstep: Class 39 contains 73513 members 
Mstep: Class 40 contains 89252 members 
Mstep: Class 41 contains 69662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792592.000000 Penalty: 92049.632812
Iteration 381Q: 42 clusters Score -1.277926e+08 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 73659 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 56179 members 
Mstep: Class 12 contains 49226 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 25346 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 55764 members 
Mstep: Class 18 contains 62262 members 
Mstep: Class 19 contains 15896 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 4942 members 
Mstep: Class 25 contains 36336 members 
Mstep: Class 26 contains 12244 members 
Mstep: Class 27 contains 62122 members 
Mstep: Class 28 contains 2665 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80878 members 
Mstep: Class 33 contains 12899 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 32905 members 
Mstep: Class 37 contains 15447 members 
Mstep: Class 38 contains 41573 members 
Mstep: Class 39 contains 74626 members 
Mstep: Class 40 contains 89184 members 
Mstep: Class 41 contains 70629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791944.000000 Penalty: 92049.632812
Iteration 382Q: 42 clusters Score -1.277919e+08 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 73610 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 5124 members 
Mstep: Class 11 contains 57562 members 
Mstep: Class 12 contains 49175 members 
Mstep: Class 13 contains 15565 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 25085 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 55075 members 
Mstep: Class 18 contains 62245 members 
Mstep: Class 19 contains 15910 members 
Mstep: Class 20 contains 15342 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 34776 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 61101 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80850 members 
Mstep: Class 33 contains 12613 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3072 members 
Mstep: Class 36 contains 31910 members 
Mstep: Class 37 contains 15443 members 
Mstep: Class 38 contains 42870 members 
Mstep: Class 39 contains 75971 members 
Mstep: Class 40 contains 89313 members 
Mstep: Class 41 contains 71412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791280.000000 Penalty: 92049.632812
Iteration 383Q: 42 clusters Score -1.277913e+08 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 73591 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 12754 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 5120 members 
Mstep: Class 11 contains 58974 members 
Mstep: Class 12 contains 49166 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 24831 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 54483 members 
Mstep: Class 18 contains 62229 members 
Mstep: Class 19 contains 15913 members 
Mstep: Class 20 contains 15331 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19031 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 4866 members 
Mstep: Class 25 contains 33018 members 
Mstep: Class 26 contains 12240 members 
Mstep: Class 27 contains 60055 members 
Mstep: Class 28 contains 2664 members 
Mstep: Class 29 contains 7673 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80841 members 
Mstep: Class 33 contains 12278 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 3072 members 
Mstep: Class 36 contains 30954 members 
Mstep: Class 37 contains 15442 members 
Mstep: Class 38 contains 44185 members 
Mstep: Class 39 contains 77390 members 
Mstep: Class 40 contains 89374 members 
Mstep: Class 41 contains 72185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790552.000000 Penalty: 92049.632812
Iteration 384Q: 42 clusters Score -1.277906e+08 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 73539 members 
Mstep: Class 7 contains 6421 members 
Mstep: Class 8 contains 12745 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 60422 members 
Mstep: Class 12 contains 49154 members 
Mstep: Class 13 contains 15650 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 15 contains 24647 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 54034 members 
Mstep: Class 18 contains 62220 members 
Mstep: Class 19 contains 15921 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19085 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 4823 members 
Mstep: Class 25 contains 31123 members 
Mstep: Class 26 contains 12256 members 
Mstep: Class 27 contains 59103 members 
Mstep: Class 28 contains 2663 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80822 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 30014 members 
Mstep: Class 37 contains 15447 members 
Mstep: Class 38 contains 45551 members 
Mstep: Class 39 contains 78893 members 
Mstep: Class 40 contains 89288 members 
Mstep: Class 41 contains 72762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789592.000000 Penalty: 92049.632812
Iteration 385Q: 42 clusters Score -1.277896e+08 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 73501 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 12741 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 61820 members 
Mstep: Class 12 contains 49183 members 
Mstep: Class 13 contains 15681 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 24479 members 
Mstep: Class 16 contains 6400 members 
Mstep: Class 17 contains 53685 members 
Mstep: Class 18 contains 62238 members 
Mstep: Class 19 contains 15919 members 
Mstep: Class 20 contains 15346 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19142 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 29114 members 
Mstep: Class 26 contains 12260 members 
Mstep: Class 27 contains 58217 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80802 members 
Mstep: Class 33 contains 11607 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 29190 members 
Mstep: Class 37 contains 15450 members 
Mstep: Class 38 contains 46924 members 
Mstep: Class 39 contains 80435 members 
Mstep: Class 40 contains 89066 members 
Mstep: Class 41 contains 73223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788720.000000 Penalty: 92049.632812
Iteration 386Q: 42 clusters Score -1.277887e+08 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 73495 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 63082 members 
Mstep: Class 12 contains 49203 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 24402 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 53435 members 
Mstep: Class 18 contains 62264 members 
Mstep: Class 19 contains 15935 members 
Mstep: Class 20 contains 15343 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19185 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 4709 members 
Mstep: Class 25 contains 27016 members 
Mstep: Class 26 contains 12272 members 
Mstep: Class 27 contains 57413 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80780 members 
Mstep: Class 33 contains 11313 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3073 members 
Mstep: Class 36 contains 28506 members 
Mstep: Class 37 contains 15445 members 
Mstep: Class 38 contains 48287 members 
Mstep: Class 39 contains 82057 members 
Mstep: Class 40 contains 88683 members 
Mstep: Class 41 contains 73542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788824.000000 Penalty: 92049.632812
Iteration 387Q: 42 clusters Score -1.277888e+08 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 73491 members 
Mstep: Class 7 contains 6391 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 64107 members 
Mstep: Class 12 contains 49199 members 
Mstep: Class 13 contains 15799 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 53184 members 
Mstep: Class 18 contains 62293 members 
Mstep: Class 19 contains 15943 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19200 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 24941 members 
Mstep: Class 26 contains 12296 members 
Mstep: Class 27 contains 56704 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80762 members 
Mstep: Class 33 contains 11070 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3075 members 
Mstep: Class 36 contains 27870 members 
Mstep: Class 37 contains 15440 members 
Mstep: Class 38 contains 49703 members 
Mstep: Class 39 contains 83834 members 
Mstep: Class 40 contains 88133 members 
Mstep: Class 41 contains 73797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788152.000000 Penalty: 92049.632812
Iteration 388Q: 42 clusters Score -1.277882e+08 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 73548 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 12728 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 5102 members 
Mstep: Class 11 contains 64998 members 
Mstep: Class 12 contains 49186 members 
Mstep: Class 13 contains 15889 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 24395 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 52972 members 
Mstep: Class 18 contains 62318 members 
Mstep: Class 19 contains 15958 members 
Mstep: Class 20 contains 15351 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19246 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 4509 members 
Mstep: Class 25 contains 22811 members 
Mstep: Class 26 contains 12336 members 
Mstep: Class 27 contains 55995 members 
Mstep: Class 28 contains 2655 members 
Mstep: Class 29 contains 7656 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80717 members 
Mstep: Class 33 contains 10846 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3075 members 
Mstep: Class 36 contains 27279 members 
Mstep: Class 37 contains 15432 members 
Mstep: Class 38 contains 51163 members 
Mstep: Class 39 contains 85735 members 
Mstep: Class 40 contains 87423 members 
Mstep: Class 41 contains 74057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787560.000000 Penalty: 92049.632812
Iteration 389Q: 42 clusters Score -1.277876e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 73600 members 
Mstep: Class 7 contains 6333 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 65631 members 
Mstep: Class 12 contains 49181 members 
Mstep: Class 13 contains 16017 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 24440 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 52784 members 
Mstep: Class 18 contains 62370 members 
Mstep: Class 19 contains 15984 members 
Mstep: Class 20 contains 15364 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19314 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 4378 members 
Mstep: Class 25 contains 20812 members 
Mstep: Class 26 contains 12364 members 
Mstep: Class 27 contains 55211 members 
Mstep: Class 28 contains 2649 members 
Mstep: Class 29 contains 7658 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80655 members 
Mstep: Class 33 contains 10669 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3069 members 
Mstep: Class 36 contains 26787 members 
Mstep: Class 37 contains 15423 members 
Mstep: Class 38 contains 52652 members 
Mstep: Class 39 contains 87642 members 
Mstep: Class 40 contains 86714 members 
Mstep: Class 41 contains 74234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787352.000000 Penalty: 92049.632812
Iteration 390Q: 42 clusters Score -1.277874e+08 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7881 members 
Mstep: Class 6 contains 73682 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 65907 members 
Mstep: Class 12 contains 49183 members 
Mstep: Class 13 contains 16140 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 24528 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 52643 members 
Mstep: Class 18 contains 62433 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 15381 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19383 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 19078 members 
Mstep: Class 26 contains 12384 members 
Mstep: Class 27 contains 54313 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 7651 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 80572 members 
Mstep: Class 33 contains 10501 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3070 members 
Mstep: Class 36 contains 26350 members 
Mstep: Class 37 contains 15417 members 
Mstep: Class 38 contains 54209 members 
Mstep: Class 39 contains 89599 members 
Mstep: Class 40 contains 86042 members 
Mstep: Class 41 contains 74299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786776.000000 Penalty: 92049.632812
Iteration 391Q: 42 clusters Score -1.277868e+08 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 73764 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 65678 members 
Mstep: Class 12 contains 49192 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 24612 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 52532 members 
Mstep: Class 18 contains 62529 members 
Mstep: Class 19 contains 15995 members 
Mstep: Class 20 contains 15391 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19445 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 17751 members 
Mstep: Class 26 contains 12437 members 
Mstep: Class 27 contains 53361 members 
Mstep: Class 28 contains 2642 members 
Mstep: Class 29 contains 7647 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 80468 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3071 members 
Mstep: Class 36 contains 25910 members 
Mstep: Class 37 contains 15407 members 
Mstep: Class 38 contains 55659 members 
Mstep: Class 39 contains 91568 members 
Mstep: Class 40 contains 85910 members 
Mstep: Class 41 contains 74002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785832.000000 Penalty: 92049.632812
Iteration 392Q: 42 clusters Score -1.277858e+08 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 73793 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 65044 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 16353 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 24702 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 52425 members 
Mstep: Class 18 contains 62665 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 15395 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19498 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 4079 members 
Mstep: Class 25 contains 16803 members 
Mstep: Class 26 contains 12473 members 
Mstep: Class 27 contains 52293 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 7647 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 80330 members 
Mstep: Class 33 contains 10116 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 25550 members 
Mstep: Class 37 contains 15399 members 
Mstep: Class 38 contains 57106 members 
Mstep: Class 39 contains 93530 members 
Mstep: Class 40 contains 86334 members 
Mstep: Class 41 contains 73301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785496.000000 Penalty: 92049.632812
Iteration 393Q: 42 clusters Score -1.277855e+08 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 73827 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 64119 members 
Mstep: Class 12 contains 49132 members 
Mstep: Class 13 contains 16421 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 24789 members 
Mstep: Class 16 contains 6406 members 
Mstep: Class 17 contains 52276 members 
Mstep: Class 18 contains 62751 members 
Mstep: Class 19 contains 16021 members 
Mstep: Class 20 contains 15400 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19524 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 3997 members 
Mstep: Class 25 contains 16140 members 
Mstep: Class 26 contains 12514 members 
Mstep: Class 27 contains 51375 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 7646 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 80225 members 
Mstep: Class 33 contains 9950 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 25254 members 
Mstep: Class 37 contains 15388 members 
Mstep: Class 38 contains 58504 members 
Mstep: Class 39 contains 95426 members 
Mstep: Class 40 contains 86801 members 
Mstep: Class 41 contains 72568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784976.000000 Penalty: 92049.632812
Iteration 394Q: 42 clusters Score -1.27785e+08 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 73871 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 12756 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 63161 members 
Mstep: Class 12 contains 49061 members 
Mstep: Class 13 contains 16486 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 24838 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 62843 members 
Mstep: Class 19 contains 16006 members 
Mstep: Class 20 contains 15396 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19566 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 15693 members 
Mstep: Class 26 contains 12543 members 
Mstep: Class 27 contains 50644 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 7644 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4823 members 
Mstep: Class 32 contains 80123 members 
Mstep: Class 33 contains 9809 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3068 members 
Mstep: Class 36 contains 24870 members 
Mstep: Class 37 contains 15371 members 
Mstep: Class 38 contains 59930 members 
Mstep: Class 39 contains 97301 members 
Mstep: Class 40 contains 86678 members 
Mstep: Class 41 contains 72194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784296.000000 Penalty: 92049.632812
Iteration 395Q: 42 clusters Score -1.277843e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 73958 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 62070 members 
Mstep: Class 12 contains 49002 members 
Mstep: Class 13 contains 16521 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 51960 members 
Mstep: Class 18 contains 62914 members 
Mstep: Class 19 contains 15990 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19618 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 15414 members 
Mstep: Class 26 contains 12572 members 
Mstep: Class 27 contains 49943 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7647 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 80015 members 
Mstep: Class 33 contains 9704 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3064 members 
Mstep: Class 36 contains 24496 members 
Mstep: Class 37 contains 15362 members 
Mstep: Class 38 contains 61351 members 
Mstep: Class 39 contains 99044 members 
Mstep: Class 40 contains 86265 members 
Mstep: Class 41 contains 72095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783608.000000 Penalty: 92049.632812
Iteration 396Q: 42 clusters Score -1.277836e+08 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 74022 members 
Mstep: Class 7 contains 6058 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 61069 members 
Mstep: Class 12 contains 48940 members 
Mstep: Class 13 contains 16538 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 24989 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 51829 members 
Mstep: Class 18 contains 63004 members 
Mstep: Class 19 contains 15975 members 
Mstep: Class 20 contains 15413 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19657 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 12613 members 
Mstep: Class 27 contains 49251 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 7654 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4822 members 
Mstep: Class 32 contains 79898 members 
Mstep: Class 33 contains 9655 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3064 members 
Mstep: Class 36 contains 24050 members 
Mstep: Class 37 contains 15357 members 
Mstep: Class 38 contains 62790 members 
Mstep: Class 39 contains 100638 members 
Mstep: Class 40 contains 85805 members 
Mstep: Class 41 contains 71954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783040.000000 Penalty: 92049.632812
Iteration 397Q: 42 clusters Score -1.27783e+08 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 74092 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 60342 members 
Mstep: Class 12 contains 48904 members 
Mstep: Class 13 contains 16555 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 25066 members 
Mstep: Class 16 contains 6411 members 
Mstep: Class 17 contains 51718 members 
Mstep: Class 18 contains 63090 members 
Mstep: Class 19 contains 15968 members 
Mstep: Class 20 contains 15423 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19682 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 3828 members 
Mstep: Class 25 contains 15148 members 
Mstep: Class 26 contains 12645 members 
Mstep: Class 27 contains 48543 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 7656 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4825 members 
Mstep: Class 32 contains 79781 members 
Mstep: Class 33 contains 9622 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3064 members 
Mstep: Class 36 contains 23417 members 
Mstep: Class 37 contains 15356 members 
Mstep: Class 38 contains 64128 members 
Mstep: Class 39 contains 102028 members 
Mstep: Class 40 contains 85601 members 
Mstep: Class 41 contains 71668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782232.000000 Penalty: 92049.632812
Iteration 398Q: 42 clusters Score -1.277822e+08 nChanged 5203
Entering ConstructFrom: 
Score: -127782232.000000 Penalty: 92049.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -595280.062500 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -595280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -591364.187500 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -591364.2 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -592603.500000 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -592603.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -592953.812500 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -592953.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -593185.750000 Penalty: 2764.690186
	Iteration 3F: 3 clusters Score -593185.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -593372.500000 Penalty: 2764.690186
	Iteration 4F: 3 clusters Score -593372.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -593521.437500 Penalty: 2764.690186
	Iteration 5Q: 3 clusters Score -593521.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -593632.500000 Penalty: 2764.690186
	Iteration 6Q: 3 clusters Score -593632.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -593729.437500 Penalty: 2764.690186
	Iteration 7Q: 3 clusters Score -593729.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -593809.125000 Penalty: 2764.690186
	Iteration 8Q: 3 clusters Score -593809.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -593877.750000 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -593877.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -593931.062500 Penalty: 2764.690186
	Iteration 10Q: 3 clusters Score -593931.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -593969.625000 Penalty: 2764.690186
	Iteration 11Q: 3 clusters Score -593969.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -593997.812500 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -593997.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -594019.375000 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -594019.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -594035.312500 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -594035.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -594052.562500 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -594052.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -594068.000000 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -594068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -594081.812500 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -594081.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -594093.062500 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -594093.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -594097.125000 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -594097.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -594101.562500 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -594101.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -594104.500000 Penalty: 2764.690186
	Iteration 21Q: 3 clusters Score -594104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -594106.562500 Penalty: 2764.690186
	Iteration 22Q: 3 clusters Score -594106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -594110.312500 Penalty: 2764.690186
	Iteration 23Q: 3 clusters Score -594110.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -594113.625000 Penalty: 2764.690186
	Iteration 24Q: 3 clusters Score -594113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -594117.750000 Penalty: 2764.690186
	Iteration 25Q: 3 clusters Score -594117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -594121.687500 Penalty: 2764.690186
	Iteration 26Q: 3 clusters Score -594121.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -594124.875000 Penalty: 2764.690186
	Iteration 27Q: 3 clusters Score -594124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -594127.625000 Penalty: 2764.690186
	Iteration 28Q: 3 clusters Score -594127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -594132.250000 Penalty: 2764.690186
	Iteration 29Q: 3 clusters Score -594132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -594136.437500 Penalty: 2764.690186
	Iteration 30Q: 3 clusters Score -594136.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -594140.500000 Penalty: 2764.690186
	Iteration 31Q: 3 clusters Score -594140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -594141.625000 Penalty: 2764.690186
	Iteration 32Q: 3 clusters Score -594141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -594144.000000 Penalty: 2764.690186
	Iteration 33Q: 3 clusters Score -594144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -594146.687500 Penalty: 2764.690186
	Iteration 34Q: 3 clusters Score -594146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -594151.250000 Penalty: 2764.690186
	Iteration 35Q: 3 clusters Score -594151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -594155.375000 Penalty: 2764.690186
	Iteration 36Q: 3 clusters Score -594155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -594156.375000 Penalty: 2764.690186
	Iteration 37Q: 3 clusters Score -594156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -594158.062500 Penalty: 2764.690186
	Iteration 38Q: 3 clusters Score -594158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -594159.187500 Penalty: 2764.690186
	Iteration 39Q: 3 clusters Score -594159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -594164.687500 Penalty: 2764.690186
	Iteration 40F: 3 clusters Score -594164.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -594168.562500 Penalty: 2764.690186
	Iteration 41Q: 3 clusters Score -594168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -594172.625000 Penalty: 2764.690186
	Iteration 42Q: 3 clusters Score -594172.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -594177.812500 Penalty: 2764.690186
	Iteration 43Q: 3 clusters Score -594177.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -594182.562500 Penalty: 2764.690186
	Iteration 44Q: 3 clusters Score -594182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -594186.250000 Penalty: 2764.690186
	Iteration 45Q: 3 clusters Score -594186.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -594190.625000 Penalty: 2764.690186
	Iteration 46Q: 3 clusters Score -594190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -594194.562500 Penalty: 2764.690186
	Iteration 47Q: 3 clusters Score -594194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -594196.562500 Penalty: 2764.690186
	Iteration 48Q: 3 clusters Score -594196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -594198.312500 Penalty: 2764.690186
	Iteration 49Q: 3 clusters Score -594198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -594199.562500 Penalty: 2764.690186
	Iteration 50Q: 3 clusters Score -594199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -594201.250000 Penalty: 2764.690186
	Iteration 51Q: 3 clusters Score -594201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -594201.125000 Penalty: 2764.690186
	Iteration 52Q: 3 clusters Score -594201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -594201.687500 Penalty: 2764.690186
	Iteration 53Q: 3 clusters Score -594201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -594201.500000 Penalty: 2764.690186
	Iteration 54Q: 3 clusters Score -594201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -594201.062500 Penalty: 2764.690186
	Iteration 55Q: 3 clusters Score -594201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -594201.062500 Penalty: 2764.690186
	Iteration 56F: 3 clusters Score -594201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19403.291016 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19403.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19681.994141 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19681.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19834.068359 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -19834.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19876.447266 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19876.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19959.251953 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19959.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19983.867188 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19983.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19992.980469 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -19992.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19996.009766 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -19996.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19996.009766 Penalty: 1768.785767
	Iteration 8F: 3 clusters Score -19996.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 144 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 74190 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 13 contains 16540 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 51598 members 
Mstep: Class 18 contains 63206 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 15426 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 15086 members 
Mstep: Class 26 contains 12688 members 
Mstep: Class 27 contains 47791 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4825 members 
Mstep: Class 32 contains 79624 members 
Mstep: Class 33 contains 9580 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 22775 members 
Mstep: Class 37 contains 15357 members 
Mstep: Class 38 contains 65299 members 
Mstep: Class 39 contains 103139 members 
Mstep: Class 40 contains 85688 members 
Mstep: Class 41 contains 71301 members 
Mstep: Class 42 contains 87 members 
Entering Unmasked Estep 
Score: -127779872.000000 Penalty: 94294.750000
Splitting cluster 2 changes total score from -127782232.000000 to -127779872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -193454.109375 Penalty: 1209.690430
	Iteration 0F: 2 clusters Score -193454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191580.562500 Penalty: 2419.380859
	Iteration 0F: 3 clusters Score -191580.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192140.000000 Penalty: 2419.380859
	Iteration 1F: 3 clusters Score -192140 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -192370.687500 Penalty: 2419.380859
	Iteration 2F: 3 clusters Score -192370.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -192562.375000 Penalty: 2419.380859
	Iteration 3F: 3 clusters Score -192562.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -192690.656250 Penalty: 2419.380859
	Iteration 4F: 3 clusters Score -192690.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192777.046875 Penalty: 2419.380859
	Iteration 5Q: 3 clusters Score -192777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -192878.046875 Penalty: 2419.380859
	Iteration 6Q: 3 clusters Score -192878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -192959.906250 Penalty: 2419.380859
	Iteration 7Q: 3 clusters Score -192959.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -193005.640625 Penalty: 2419.380859
	Iteration 8Q: 3 clusters Score -193005.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193037.140625 Penalty: 2419.380859
	Iteration 9Q: 3 clusters Score -193037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -193048.656250 Penalty: 2419.380859
	Iteration 10Q: 3 clusters Score -193048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -193057.406250 Penalty: 2419.380859
	Iteration 11Q: 3 clusters Score -193057.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -193063.125000 Penalty: 2419.380859
	Iteration 12Q: 3 clusters Score -193063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193070.390625 Penalty: 2419.380859
	Iteration 13Q: 3 clusters Score -193070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -193075.515625 Penalty: 2419.380859
	Iteration 14Q: 3 clusters Score -193075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -193077.609375 Penalty: 2419.380859
	Iteration 15Q: 3 clusters Score -193077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193078.390625 Penalty: 2419.380859
	Iteration 16Q: 3 clusters Score -193078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -193081.843750 Penalty: 2419.380859
	Iteration 17Q: 3 clusters Score -193081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -193083.421875 Penalty: 2419.380859
	Iteration 18Q: 3 clusters Score -193083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193085.187500 Penalty: 2419.380859
	Iteration 19Q: 3 clusters Score -193085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -193085.562500 Penalty: 2419.380859
	Iteration 20F: 3 clusters Score -193085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36053.714844 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36053.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36281.902344 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36281.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36649.054688 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36649.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36933.257812 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -36933.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37061.601562 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -37061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37115.078125 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -37115.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -37132.042969 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37132.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37181.562500 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37181.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37202.210938 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -37202.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37202.210938 Penalty: 1918.355835
	Iteration 9F: 3 clusters Score -37202.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 74190 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 13 contains 16540 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 51598 members 
Mstep: Class 18 contains 63206 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 15426 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 15086 members 
Mstep: Class 26 contains 12688 members 
Mstep: Class 27 contains 47791 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4825 members 
Mstep: Class 32 contains 79624 members 
Mstep: Class 33 contains 9580 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 22775 members 
Mstep: Class 37 contains 15357 members 
Mstep: Class 38 contains 65299 members 
Mstep: Class 39 contains 103139 members 
Mstep: Class 40 contains 85688 members 
Mstep: Class 41 contains 71301 members 
Mstep: Class 42 contains 83 members 
Entering Unmasked Estep 
Score: -127779984.000000 Penalty: 94294.750000
Splitting cluster 4 changes total score from -127782232.000000 to -127779984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -1018813.437500 Penalty: 1458.478271
	Iteration 0F: 2 clusters Score -1018813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1013040.250000 Penalty: 2916.956543
	Iteration 0F: 3 clusters Score -1013040 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1014696.125000 Penalty: 2916.956543
	Iteration 1F: 3 clusters Score -1014696 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1014981.687500 Penalty: 2916.956543
	Iteration 2F: 3 clusters Score -1014982 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1015237.000000 Penalty: 2916.956543
	Iteration 3F: 3 clusters Score -1015237 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1015453.437500 Penalty: 2916.956543
	Iteration 4F: 3 clusters Score -1015453 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1015682.312500 Penalty: 2916.956543
	Iteration 5F: 3 clusters Score -1015682 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1015893.875000 Penalty: 2916.956543
	Iteration 6Q: 3 clusters Score -1015894 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1016124.187500 Penalty: 2916.956543
	Iteration 7Q: 3 clusters Score -1016124 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1016338.812500 Penalty: 2916.956543
	Iteration 8Q: 3 clusters Score -1016339 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1016546.187500 Penalty: 2916.956543
	Iteration 9Q: 3 clusters Score -1016546 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1016753.250000 Penalty: 2916.956543
	Iteration 10Q: 3 clusters Score -1016753 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1016929.750000 Penalty: 2916.956543
	Iteration 11Q: 3 clusters Score -1016930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1017081.312500 Penalty: 2916.956543
	Iteration 12Q: 3 clusters Score -1017081 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1017201.375000 Penalty: 2916.956543
	Iteration 13Q: 3 clusters Score -1017201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1017277.312500 Penalty: 2916.956543
	Iteration 14Q: 3 clusters Score -1017277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1017340.500000 Penalty: 2916.956543
	Iteration 15Q: 3 clusters Score -1017340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1017395.500000 Penalty: 2916.956543
	Iteration 16Q: 3 clusters Score -1017396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1017437.125000 Penalty: 2916.956543
	Iteration 17Q: 3 clusters Score -1017437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1017465.250000 Penalty: 2916.956543
	Iteration 18Q: 3 clusters Score -1017465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1017491.562500 Penalty: 2916.956543
	Iteration 19Q: 3 clusters Score -1017492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1017517.812500 Penalty: 2916.956543
	Iteration 20F: 3 clusters Score -1017518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1017529.000000 Penalty: 2916.956543
	Iteration 21Q: 3 clusters Score -1017529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1017537.250000 Penalty: 2916.956543
	Iteration 22Q: 3 clusters Score -1017537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1017550.812500 Penalty: 2916.956543
	Iteration 23Q: 3 clusters Score -1017551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1017556.687500 Penalty: 2916.956543
	Iteration 24Q: 3 clusters Score -1017557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1017565.687500 Penalty: 2916.956543
	Iteration 25Q: 3 clusters Score -1017566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1017574.187500 Penalty: 2916.956543
	Iteration 26Q: 3 clusters Score -1017574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1017578.187500 Penalty: 2916.956543
	Iteration 27Q: 3 clusters Score -1017578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1017582.937500 Penalty: 2916.956543
	Iteration 28Q: 3 clusters Score -1017583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1017587.375000 Penalty: 2916.956543
	Iteration 29Q: 3 clusters Score -1017587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1017589.250000 Penalty: 2916.956543
	Iteration 30Q: 3 clusters Score -1017589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1017589.437500 Penalty: 2916.956543
	Iteration 31Q: 3 clusters Score -1017589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1017591.750000 Penalty: 2916.956543
	Iteration 32Q: 3 clusters Score -1017592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1017591.750000 Penalty: 2916.956543
	Iteration 33F: 3 clusters Score -1017592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Entering Unmasked Estep 
Score: -9461980.000000 Penalty: 1822.337524
	Iteration 0F: 2 clusters Score -9461980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -9412530.000000 Penalty: 3644.675049
	Iteration 0F: 3 clusters Score -9412530 nChanged 35228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -9432980.000000 Penalty: 3644.675049
	Iteration 1F: 3 clusters Score -9432980 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -9434289.000000 Penalty: 3644.675049
	Iteration 2Q: 3 clusters Score -9434289 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -9436518.000000 Penalty: 3644.675049
	Iteration 3F: 3 clusters Score -9436518 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -9440010.000000 Penalty: 3644.675049
	Iteration 4F: 3 clusters Score -9440010 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -9444484.000000 Penalty: 3644.675049
	Iteration 5F: 3 clusters Score -9444484 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -9449161.000000 Penalty: 3644.675049
	Iteration 6F: 3 clusters Score -9449161 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -9452953.000000 Penalty: 3644.675049
	Iteration 7F: 3 clusters Score -9452953 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -9455551.000000 Penalty: 3644.675049
	Iteration 8Q: 3 clusters Score -9455551 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -9457216.000000 Penalty: 3644.675049
	Iteration 9Q: 3 clusters Score -9457216 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -9458300.000000 Penalty: 3644.675049
	Iteration 10Q: 3 clusters Score -9458300 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -9459009.000000 Penalty: 3644.675049
	Iteration 11Q: 3 clusters Score -9459009 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -9459452.000000 Penalty: 3644.675049
	Iteration 12Q: 3 clusters Score -9459452 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -9459811.000000 Penalty: 3644.675049
	Iteration 13Q: 3 clusters Score -9459811 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -9460043.000000 Penalty: 3644.675049
	Iteration 14Q: 3 clusters Score -9460043 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9460238.000000 Penalty: 3644.675049
	Iteration 15Q: 3 clusters Score -9460238 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -9460438.000000 Penalty: 3644.675049
	Iteration 16Q: 3 clusters Score -9460438 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -9460592.000000 Penalty: 3644.675049
	Iteration 17Q: 3 clusters Score -9460592 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -9460695.000000 Penalty: 3644.675049
	Iteration 18Q: 3 clusters Score -9460695 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -9460773.000000 Penalty: 3644.675049
	Iteration 19Q: 3 clusters Score -9460773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -9460852.000000 Penalty: 3644.675049
	Iteration 20F: 3 clusters Score -9460852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -9460886.000000 Penalty: 3644.675049
	Iteration 21Q: 3 clusters Score -9460886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -9460921.000000 Penalty: 3644.675049
	Iteration 22Q: 3 clusters Score -9460921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -9460938.000000 Penalty: 3644.675049
	Iteration 23Q: 3 clusters Score -9460938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -9460960.000000 Penalty: 3644.675049
	Iteration 24Q: 3 clusters Score -9460960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -9460982.000000 Penalty: 3644.675049
	Iteration 25Q: 3 clusters Score -9460982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9461013.000000 Penalty: 3644.675049
	Iteration 26Q: 3 clusters Score -9461013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9461032.000000 Penalty: 3644.675049
	Iteration 27Q: 3 clusters Score -9461032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -9461034.000000 Penalty: 3644.675049
	Iteration 28Q: 3 clusters Score -9461034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -9461053.000000 Penalty: 3644.675049
	Iteration 29Q: 3 clusters Score -9461053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -9461053.000000 Penalty: 3644.675049
	Iteration 30Q: 3 clusters Score -9461053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -9461053.000000 Penalty: 3644.675049
	Iteration 31Q: 3 clusters Score -9461053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9461069.000000 Penalty: 3644.675049
	Iteration 32Q: 3 clusters Score -9461069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -9461076.000000 Penalty: 3644.675049
	Iteration 33Q: 3 clusters Score -9461076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -9461061.000000 Penalty: 3644.675049
	Iteration 34Q: 3 clusters Score -9461061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -9461065.000000 Penalty: 3644.675049
	Iteration 35Q: 3 clusters Score -9461065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -9461065.000000 Penalty: 3644.675049
	Iteration 36Q: 3 clusters Score -9461065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -9461065.000000 Penalty: 3644.675049
	Iteration 37Q: 3 clusters Score -9461065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -9461076.000000 Penalty: 3644.675049
	Iteration 38Q: 3 clusters Score -9461076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -9461073.000000 Penalty: 3644.675049
	Iteration 39Q: 3 clusters Score -9461073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -9461068.000000 Penalty: 3644.675049
	Iteration 40F: 3 clusters Score -9461068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -760251.062500 Penalty: 1413.995728
	Iteration 0F: 2 clusters Score -760251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -755687.000000 Penalty: 2827.991455
	Iteration 0F: 3 clusters Score -755687 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -757080.000000 Penalty: 2827.991455
	Iteration 1F: 3 clusters Score -757080 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -757331.312500 Penalty: 2827.991455
	Iteration 2F: 3 clusters Score -757331.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -757520.250000 Penalty: 2827.991455
	Iteration 3F: 3 clusters Score -757520.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -757686.125000 Penalty: 2827.991455
	Iteration 4Q: 3 clusters Score -757686.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -757820.687500 Penalty: 2827.991455
	Iteration 5Q: 3 clusters Score -757820.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -757947.812500 Penalty: 2827.991455
	Iteration 6Q: 3 clusters Score -757947.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -758086.812500 Penalty: 2827.991455
	Iteration 7Q: 3 clusters Score -758086.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -758256.000000 Penalty: 2827.991455
	Iteration 8Q: 3 clusters Score -758256 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -758447.562500 Penalty: 2827.991455
	Iteration 9Q: 3 clusters Score -758447.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -758634.750000 Penalty: 2827.991455
	Iteration 10Q: 3 clusters Score -758634.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -758815.000000 Penalty: 2827.991455
	Iteration 11Q: 3 clusters Score -758815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -758941.750000 Penalty: 2827.991455
	Iteration 12Q: 3 clusters Score -758941.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -759025.375000 Penalty: 2827.991455
	Iteration 13Q: 3 clusters Score -759025.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -759095.500000 Penalty: 2827.991455
	Iteration 14Q: 3 clusters Score -759095.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -759151.812500 Penalty: 2827.991455
	Iteration 15Q: 3 clusters Score -759151.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -759199.187500 Penalty: 2827.991455
	Iteration 16Q: 3 clusters Score -759199.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -759229.187500 Penalty: 2827.991455
	Iteration 17Q: 3 clusters Score -759229.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -759247.000000 Penalty: 2827.991455
	Iteration 18Q: 3 clusters Score -759247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -759260.125000 Penalty: 2827.991455
	Iteration 19Q: 3 clusters Score -759260.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -759271.125000 Penalty: 2827.991455
	Iteration 20F: 3 clusters Score -759271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -759281.937500 Penalty: 2827.991455
	Iteration 21Q: 3 clusters Score -759281.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -759287.312500 Penalty: 2827.991455
	Iteration 22Q: 3 clusters Score -759287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -759294.812500 Penalty: 2827.991455
	Iteration 23Q: 3 clusters Score -759294.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -759301.625000 Penalty: 2827.991455
	Iteration 24Q: 3 clusters Score -759301.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -759307.375000 Penalty: 2827.991455
	Iteration 25Q: 3 clusters Score -759307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -759310.687500 Penalty: 2827.991455
	Iteration 26Q: 3 clusters Score -759310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -759311.437500 Penalty: 2827.991455
	Iteration 27Q: 3 clusters Score -759311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -759313.812500 Penalty: 2827.991455
	Iteration 28Q: 3 clusters Score -759313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -759316.062500 Penalty: 2827.991455
	Iteration 29Q: 3 clusters Score -759316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -759319.375000 Penalty: 2827.991455
	Iteration 30Q: 3 clusters Score -759319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -759318.062500 Penalty: 2827.991455
	Iteration 31Q: 3 clusters Score -759318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -759318.312500 Penalty: 2827.991455
	Iteration 32Q: 3 clusters Score -759318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -759318.812500 Penalty: 2827.991455
	Iteration 33Q: 3 clusters Score -759318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -759318.812500 Penalty: 2827.991455
	Iteration 34F: 3 clusters Score -759318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1506921.875000 Penalty: 1536.069946
	Iteration 0F: 2 clusters Score -1506922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1498079.125000 Penalty: 3072.139893
	Iteration 0F: 3 clusters Score -1498079 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1501428.125000 Penalty: 3072.139893
	Iteration 1F: 3 clusters Score -1501428 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1501924.875000 Penalty: 3072.139893
	Iteration 2F: 3 clusters Score -1501925 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1502436.500000 Penalty: 3072.139893
	Iteration 3F: 3 clusters Score -1502436 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1502887.875000 Penalty: 3072.139893
	Iteration 4F: 3 clusters Score -1502888 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1503240.125000 Penalty: 3072.139893
	Iteration 5F: 3 clusters Score -1503240 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1503505.750000 Penalty: 3072.139893
	Iteration 6Q: 3 clusters Score -1503506 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1503716.625000 Penalty: 3072.139893
	Iteration 7Q: 3 clusters Score -1503717 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1503859.125000 Penalty: 3072.139893
	Iteration 8Q: 3 clusters Score -1503859 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1503970.250000 Penalty: 3072.139893
	Iteration 9Q: 3 clusters Score -1503970 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1504052.000000 Penalty: 3072.139893
	Iteration 10Q: 3 clusters Score -1504052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1504102.000000 Penalty: 3072.139893
	Iteration 11Q: 3 clusters Score -1504102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1504134.375000 Penalty: 3072.139893
	Iteration 12Q: 3 clusters Score -1504134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1504164.500000 Penalty: 3072.139893
	Iteration 13Q: 3 clusters Score -1504164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1504187.625000 Penalty: 3072.139893
	Iteration 14Q: 3 clusters Score -1504188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1504213.500000 Penalty: 3072.139893
	Iteration 15Q: 3 clusters Score -1504214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1504245.750000 Penalty: 3072.139893
	Iteration 16Q: 3 clusters Score -1504246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1504274.875000 Penalty: 3072.139893
	Iteration 17Q: 3 clusters Score -1504275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1504298.375000 Penalty: 3072.139893
	Iteration 18Q: 3 clusters Score -1504298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1504310.625000 Penalty: 3072.139893
	Iteration 19Q: 3 clusters Score -1504311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1504323.250000 Penalty: 3072.139893
	Iteration 20F: 3 clusters Score -1504323 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1504341.125000 Penalty: 3072.139893
	Iteration 21Q: 3 clusters Score -1504341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1504364.250000 Penalty: 3072.139893
	Iteration 22Q: 3 clusters Score -1504364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1504386.875000 Penalty: 3072.139893
	Iteration 23Q: 3 clusters Score -1504387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1504403.875000 Penalty: 3072.139893
	Iteration 24Q: 3 clusters Score -1504404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1504417.250000 Penalty: 3072.139893
	Iteration 25Q: 3 clusters Score -1504417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1504433.250000 Penalty: 3072.139893
	Iteration 26Q: 3 clusters Score -1504433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1504452.750000 Penalty: 3072.139893
	Iteration 27Q: 3 clusters Score -1504453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1504459.875000 Penalty: 3072.139893
	Iteration 28Q: 3 clusters Score -1504460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1504469.000000 Penalty: 3072.139893
	Iteration 29Q: 3 clusters Score -1504469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1504474.375000 Penalty: 3072.139893
	Iteration 30Q: 3 clusters Score -1504474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1504483.125000 Penalty: 3072.139893
	Iteration 31Q: 3 clusters Score -1504483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1504485.250000 Penalty: 3072.139893
	Iteration 32Q: 3 clusters Score -1504485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1504482.625000 Penalty: 3072.139893
	Iteration 33Q: 3 clusters Score -1504483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1504492.250000 Penalty: 3072.139893
	Iteration 34Q: 3 clusters Score -1504492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1504499.000000 Penalty: 3072.139893
	Iteration 35Q: 3 clusters Score -1504499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1504503.000000 Penalty: 3072.139893
	Iteration 36Q: 3 clusters Score -1504503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1504505.375000 Penalty: 3072.139893
	Iteration 37Q: 3 clusters Score -1504505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1504507.625000 Penalty: 3072.139893
	Iteration 38Q: 3 clusters Score -1504508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1504517.750000 Penalty: 3072.139893
	Iteration 39Q: 3 clusters Score -1504518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1504522.000000 Penalty: 3072.139893
	Iteration 40F: 3 clusters Score -1504522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1504520.875000 Penalty: 3072.139893
	Iteration 41Q: 3 clusters Score -1504521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1504525.125000 Penalty: 3072.139893
	Iteration 42Q: 3 clusters Score -1504525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1504524.375000 Penalty: 3072.139893
	Iteration 43Q: 3 clusters Score -1504524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1504526.625000 Penalty: 3072.139893
	Iteration 44Q: 3 clusters Score -1504527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1504527.000000 Penalty: 3072.139893
	Iteration 45Q: 3 clusters Score -1504527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1504535.000000 Penalty: 3072.139893
	Iteration 46Q: 3 clusters Score -1504535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1504534.500000 Penalty: 3072.139893
	Iteration 47Q: 3 clusters Score -1504534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1504535.750000 Penalty: 3072.139893
	Iteration 48Q: 3 clusters Score -1504536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1504538.250000 Penalty: 3072.139893
	Iteration 49Q: 3 clusters Score -1504538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1504539.250000 Penalty: 3072.139893
	Iteration 50Q: 3 clusters Score -1504539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1504542.375000 Penalty: 3072.139893
	Iteration 51Q: 3 clusters Score -1504542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1504542.250000 Penalty: 3072.139893
	Iteration 52Q: 3 clusters Score -1504542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1504544.375000 Penalty: 3072.139893
	Iteration 53Q: 3 clusters Score -1504544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1504542.500000 Penalty: 3072.139893
	Iteration 54Q: 3 clusters Score -1504542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1504544.000000 Penalty: 3072.139893
	Iteration 55Q: 3 clusters Score -1504544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1504546.875000 Penalty: 3072.139893
	Iteration 56Q: 3 clusters Score -1504547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1504546.500000 Penalty: 3072.139893
	Iteration 57Q: 3 clusters Score -1504546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1504555.875000 Penalty: 3072.139893
	Iteration 58Q: 3 clusters Score -1504556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1504559.625000 Penalty: 3072.139893
	Iteration 59Q: 3 clusters Score -1504560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1504564.125000 Penalty: 3072.139893
	Iteration 60F: 3 clusters Score -1504564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1504570.750000 Penalty: 3072.139893
	Iteration 61Q: 3 clusters Score -1504571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1504577.250000 Penalty: 3072.139893
	Iteration 62Q: 3 clusters Score -1504577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1504583.500000 Penalty: 3072.139893
	Iteration 63Q: 3 clusters Score -1504584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1504590.250000 Penalty: 3072.139893
	Iteration 64Q: 3 clusters Score -1504590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1504596.750000 Penalty: 3072.139893
	Iteration 65Q: 3 clusters Score -1504597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1504604.500000 Penalty: 3072.139893
	Iteration 66Q: 3 clusters Score -1504604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1504612.875000 Penalty: 3072.139893
	Iteration 67Q: 3 clusters Score -1504613 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1504621.875000 Penalty: 3072.139893
	Iteration 68Q: 3 clusters Score -1504622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1504633.375000 Penalty: 3072.139893
	Iteration 69Q: 3 clusters Score -1504633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1504652.375000 Penalty: 3072.139893
	Iteration 70Q: 3 clusters Score -1504652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1504663.500000 Penalty: 3072.139893
	Iteration 71Q: 3 clusters Score -1504664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1504678.250000 Penalty: 3072.139893
	Iteration 72Q: 3 clusters Score -1504678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1504697.125000 Penalty: 3072.139893
	Iteration 73Q: 3 clusters Score -1504697 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1504737.000000 Penalty: 3072.139893
	Iteration 74Q: 3 clusters Score -1504737 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1504764.250000 Penalty: 3072.139893
	Iteration 75Q: 3 clusters Score -1504764 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1504809.125000 Penalty: 3072.139893
	Iteration 76Q: 3 clusters Score -1504809 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1504849.875000 Penalty: 3072.139893
	Iteration 77Q: 3 clusters Score -1504850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1504894.750000 Penalty: 3072.139893
	Iteration 78Q: 3 clusters Score -1504895 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1504943.625000 Penalty: 3072.139893
	Iteration 79Q: 3 clusters Score -1504944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1504990.750000 Penalty: 3072.139893
	Iteration 80F: 3 clusters Score -1504991 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1505048.250000 Penalty: 3072.139893
	Iteration 81Q: 3 clusters Score -1505048 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1505110.750000 Penalty: 3072.139893
	Iteration 82Q: 3 clusters Score -1505111 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1505183.375000 Penalty: 3072.139893
	Iteration 83Q: 3 clusters Score -1505183 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1505239.500000 Penalty: 3072.139893
	Iteration 84Q: 3 clusters Score -1505240 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1505309.125000 Penalty: 3072.139893
	Iteration 85Q: 3 clusters Score -1505309 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1505385.250000 Penalty: 3072.139893
	Iteration 86Q: 3 clusters Score -1505385 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1505454.375000 Penalty: 3072.139893
	Iteration 87Q: 3 clusters Score -1505454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1505523.500000 Penalty: 3072.139893
	Iteration 88Q: 3 clusters Score -1505524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1505564.500000 Penalty: 3072.139893
	Iteration 89Q: 3 clusters Score -1505564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1505608.125000 Penalty: 3072.139893
	Iteration 90Q: 3 clusters Score -1505608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1505638.125000 Penalty: 3072.139893
	Iteration 91Q: 3 clusters Score -1505638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1505667.750000 Penalty: 3072.139893
	Iteration 92Q: 3 clusters Score -1505668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1505696.875000 Penalty: 3072.139893
	Iteration 93Q: 3 clusters Score -1505697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1505721.000000 Penalty: 3072.139893
	Iteration 94Q: 3 clusters Score -1505721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1505745.875000 Penalty: 3072.139893
	Iteration 95Q: 3 clusters Score -1505746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1505766.250000 Penalty: 3072.139893
	Iteration 96Q: 3 clusters Score -1505766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1505790.750000 Penalty: 3072.139893
	Iteration 97Q: 3 clusters Score -1505791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1505823.875000 Penalty: 3072.139893
	Iteration 98Q: 3 clusters Score -1505824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1505847.750000 Penalty: 3072.139893
	Iteration 99Q: 3 clusters Score -1505848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1505865.875000 Penalty: 3072.139893
	Iteration 100F: 3 clusters Score -1505866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1505881.125000 Penalty: 3072.139893
	Iteration 101Q: 3 clusters Score -1505881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1505890.375000 Penalty: 3072.139893
	Iteration 102Q: 3 clusters Score -1505890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1505896.125000 Penalty: 3072.139893
	Iteration 103Q: 3 clusters Score -1505896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1505897.625000 Penalty: 3072.139893
	Iteration 104Q: 3 clusters Score -1505898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1505900.500000 Penalty: 3072.139893
	Iteration 105Q: 3 clusters Score -1505900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1505904.375000 Penalty: 3072.139893
	Iteration 106Q: 3 clusters Score -1505904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1505907.500000 Penalty: 3072.139893
	Iteration 107Q: 3 clusters Score -1505908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1505906.750000 Penalty: 3072.139893
	Iteration 108Q: 3 clusters Score -1505907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1505909.375000 Penalty: 3072.139893
	Iteration 109Q: 3 clusters Score -1505909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1505910.625000 Penalty: 3072.139893
	Iteration 110Q: 3 clusters Score -1505911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1505913.875000 Penalty: 3072.139893
	Iteration 111Q: 3 clusters Score -1505914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1505914.125000 Penalty: 3072.139893
	Iteration 112Q: 3 clusters Score -1505914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1505916.125000 Penalty: 3072.139893
	Iteration 113Q: 3 clusters Score -1505916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1505917.125000 Penalty: 3072.139893
	Iteration 114Q: 3 clusters Score -1505917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1505917.500000 Penalty: 3072.139893
	Iteration 115Q: 3 clusters Score -1505918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1505920.125000 Penalty: 3072.139893
	Iteration 116Q: 3 clusters Score -1505920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1505923.625000 Penalty: 3072.139893
	Iteration 117Q: 3 clusters Score -1505924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1505920.750000 Penalty: 3072.139893
	Iteration 118Q: 3 clusters Score -1505921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1505924.250000 Penalty: 3072.139893
	Iteration 119Q: 3 clusters Score -1505924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1505924.250000 Penalty: 3072.139893
	Iteration 120F: 3 clusters Score -1505924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1505926.750000 Penalty: 3072.139893
	Iteration 121Q: 3 clusters Score -1505927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1505926.750000 Penalty: 3072.139893
	Iteration 122Q: 3 clusters Score -1505927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1505927.625000 Penalty: 3072.139893
	Iteration 123Q: 3 clusters Score -1505928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1505927.625000 Penalty: 3072.139893
	Iteration 124F: 3 clusters Score -1505928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -342629.031250 Penalty: 1284.094116
	Iteration 0F: 2 clusters Score -342629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -340118.437500 Penalty: 2568.188232
	Iteration 0F: 3 clusters Score -340118.4 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -340734.968750 Penalty: 2568.188232
	Iteration 1F: 3 clusters Score -340735 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -340873.656250 Penalty: 2568.188232
	Iteration 2F: 3 clusters Score -340873.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -340961.875000 Penalty: 2568.188232
	Iteration 3F: 3 clusters Score -340961.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -341061.000000 Penalty: 2568.188232
	Iteration 4Q: 3 clusters Score -341061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -341147.156250 Penalty: 2568.188232
	Iteration 5Q: 3 clusters Score -341147.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -341214.968750 Penalty: 2568.188232
	Iteration 6Q: 3 clusters Score -341215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -341268.125000 Penalty: 2568.188232
	Iteration 7Q: 3 clusters Score -341268.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341317.000000 Penalty: 2568.188232
	Iteration 8Q: 3 clusters Score -341317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -341350.156250 Penalty: 2568.188232
	Iteration 9Q: 3 clusters Score -341350.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -341374.750000 Penalty: 2568.188232
	Iteration 10Q: 3 clusters Score -341374.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -341392.687500 Penalty: 2568.188232
	Iteration 11Q: 3 clusters Score -341392.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -341402.656250 Penalty: 2568.188232
	Iteration 12Q: 3 clusters Score -341402.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -341417.968750 Penalty: 2568.188232
	Iteration 13Q: 3 clusters Score -341418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -341431.562500 Penalty: 2568.188232
	Iteration 14Q: 3 clusters Score -341431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -341444.593750 Penalty: 2568.188232
	Iteration 15Q: 3 clusters Score -341444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -341456.218750 Penalty: 2568.188232
	Iteration 16Q: 3 clusters Score -341456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -341476.468750 Penalty: 2568.188232
	Iteration 17Q: 3 clusters Score -341476.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -341493.625000 Penalty: 2568.188232
	Iteration 18Q: 3 clusters Score -341493.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -341506.281250 Penalty: 2568.188232
	Iteration 19Q: 3 clusters Score -341506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -341517.687500 Penalty: 2568.188232
	Iteration 20F: 3 clusters Score -341517.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -341524.937500 Penalty: 2568.188232
	Iteration 21Q: 3 clusters Score -341524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -341529.062500 Penalty: 2568.188232
	Iteration 22Q: 3 clusters Score -341529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -341532.062500 Penalty: 2568.188232
	Iteration 23Q: 3 clusters Score -341532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -341534.750000 Penalty: 2568.188232
	Iteration 24Q: 3 clusters Score -341534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -341536.312500 Penalty: 2568.188232
	Iteration 25Q: 3 clusters Score -341536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -341537.500000 Penalty: 2568.188232
	Iteration 26Q: 3 clusters Score -341537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -341539.500000 Penalty: 2568.188232
	Iteration 27Q: 3 clusters Score -341539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -341540.093750 Penalty: 2568.188232
	Iteration 28Q: 3 clusters Score -341540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -341544.406250 Penalty: 2568.188232
	Iteration 29Q: 3 clusters Score -341544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -341549.281250 Penalty: 2568.188232
	Iteration 30Q: 3 clusters Score -341549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -341554.312500 Penalty: 2568.188232
	Iteration 31Q: 3 clusters Score -341554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -341559.531250 Penalty: 2568.188232
	Iteration 32Q: 3 clusters Score -341559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -341566.531250 Penalty: 2568.188232
	Iteration 33Q: 3 clusters Score -341566.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -341569.281250 Penalty: 2568.188232
	Iteration 34Q: 3 clusters Score -341569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -341569.656250 Penalty: 2568.188232
	Iteration 35Q: 3 clusters Score -341569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -341569.656250 Penalty: 2568.188232
	Iteration 36F: 3 clusters Score -341569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -638158.250000 Penalty: 1381.851562
	Iteration 0F: 2 clusters Score -638158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -634214.375000 Penalty: 2763.703125
	Iteration 0F: 3 clusters Score -634214.4 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -635251.687500 Penalty: 2763.703125
	Iteration 1F: 3 clusters Score -635251.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -635414.812500 Penalty: 2763.703125
	Iteration 2F: 3 clusters Score -635414.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -635537.062500 Penalty: 2763.703125
	Iteration 3Q: 3 clusters Score -635537.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -635633.312500 Penalty: 2763.703125
	Iteration 4Q: 3 clusters Score -635633.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -635715.375000 Penalty: 2763.703125
	Iteration 5Q: 3 clusters Score -635715.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -635793.437500 Penalty: 2763.703125
	Iteration 6Q: 3 clusters Score -635793.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -635881.500000 Penalty: 2763.703125
	Iteration 7Q: 3 clusters Score -635881.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -635987.500000 Penalty: 2763.703125
	Iteration 8Q: 3 clusters Score -635987.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -636110.812500 Penalty: 2763.703125
	Iteration 9Q: 3 clusters Score -636110.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -636267.187500 Penalty: 2763.703125
	Iteration 10Q: 3 clusters Score -636267.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -636437.750000 Penalty: 2763.703125
	Iteration 11Q: 3 clusters Score -636437.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -636580.312500 Penalty: 2763.703125
	Iteration 12Q: 3 clusters Score -636580.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -636684.500000 Penalty: 2763.703125
	Iteration 13Q: 3 clusters Score -636684.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -636797.437500 Penalty: 2763.703125
	Iteration 14Q: 3 clusters Score -636797.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -636919.687500 Penalty: 2763.703125
	Iteration 15Q: 3 clusters Score -636919.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -637017.062500 Penalty: 2763.703125
	Iteration 16Q: 3 clusters Score -637017.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -637091.625000 Penalty: 2763.703125
	Iteration 17Q: 3 clusters Score -637091.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -637144.750000 Penalty: 2763.703125
	Iteration 18Q: 3 clusters Score -637144.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -637185.312500 Penalty: 2763.703125
	Iteration 19Q: 3 clusters Score -637185.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -637212.437500 Penalty: 2763.703125
	Iteration 20F: 3 clusters Score -637212.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -637228.000000 Penalty: 2763.703125
	Iteration 21Q: 3 clusters Score -637228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -637235.250000 Penalty: 2763.703125
	Iteration 22Q: 3 clusters Score -637235.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -637242.500000 Penalty: 2763.703125
	Iteration 23Q: 3 clusters Score -637242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -637245.937500 Penalty: 2763.703125
	Iteration 24Q: 3 clusters Score -637245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -637249.437500 Penalty: 2763.703125
	Iteration 25Q: 3 clusters Score -637249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -637253.750000 Penalty: 2763.703125
	Iteration 26Q: 3 clusters Score -637253.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -637257.000000 Penalty: 2763.703125
	Iteration 27Q: 3 clusters Score -637257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -637258.375000 Penalty: 2763.703125
	Iteration 28Q: 3 clusters Score -637258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -637260.312500 Penalty: 2763.703125
	Iteration 29Q: 3 clusters Score -637260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -637262.937500 Penalty: 2763.703125
	Iteration 30Q: 3 clusters Score -637262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -637264.125000 Penalty: 2763.703125
	Iteration 31Q: 3 clusters Score -637264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -637264.687500 Penalty: 2763.703125
	Iteration 32Q: 3 clusters Score -637264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -637264.625000 Penalty: 2763.703125
	Iteration 33Q: 3 clusters Score -637264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -637264.375000 Penalty: 2763.703125
	Iteration 34Q: 3 clusters Score -637264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -637264.937500 Penalty: 2763.703125
	Iteration 35Q: 3 clusters Score -637264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -637264.937500 Penalty: 2763.703125
	Iteration 36F: 3 clusters Score -637264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Entering Unmasked Estep 
Score: -7901304.500000 Penalty: 1787.377441
	Iteration 0F: 2 clusters Score -7901304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -7863862.000000 Penalty: 3574.754883
	Iteration 0F: 3 clusters Score -7863862 nChanged 28209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -7879890.500000 Penalty: 3574.754883
	Iteration 1F: 3 clusters Score -7879890 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -7880408.500000 Penalty: 3574.754883
	Iteration 2Q: 3 clusters Score -7880408 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7881092.000000 Penalty: 3574.754883
	Iteration 3Q: 3 clusters Score -7881092 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -7882032.000000 Penalty: 3574.754883
	Iteration 4Q: 3 clusters Score -7882032 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7883346.500000 Penalty: 3574.754883
	Iteration 5Q: 3 clusters Score -7883346 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -7885568.500000 Penalty: 3574.754883
	Iteration 6F: 3 clusters Score -7885568 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -7888921.000000 Penalty: 3574.754883
	Iteration 7F: 3 clusters Score -7888921 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -7893149.500000 Penalty: 3574.754883
	Iteration 8F: 3 clusters Score -7893150 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -7896293.500000 Penalty: 3574.754883
	Iteration 9F: 3 clusters Score -7896294 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -7898173.000000 Penalty: 3574.754883
	Iteration 10Q: 3 clusters Score -7898173 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -7899142.500000 Penalty: 3574.754883
	Iteration 11Q: 3 clusters Score -7899142 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -7899514.000000 Penalty: 3574.754883
	Iteration 12Q: 3 clusters Score -7899514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -7899641.000000 Penalty: 3574.754883
	Iteration 13Q: 3 clusters Score -7899641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -7899700.000000 Penalty: 3574.754883
	Iteration 14Q: 3 clusters Score -7899700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -7899722.000000 Penalty: 3574.754883
	Iteration 15Q: 3 clusters Score -7899722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -7899733.500000 Penalty: 3574.754883
	Iteration 16Q: 3 clusters Score -7899734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -7899752.000000 Penalty: 3574.754883
	Iteration 17Q: 3 clusters Score -7899752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7899756.000000 Penalty: 3574.754883
	Iteration 18Q: 3 clusters Score -7899756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -7899751.000000 Penalty: 3574.754883
	Iteration 19Q: 3 clusters Score -7899751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -7899751.000000 Penalty: 3574.754883
	Iteration 20F: 3 clusters Score -7899751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Entering Unmasked Estep 
Score: -6134759.500000 Penalty: 1754.545776
	Iteration 0F: 2 clusters Score -6134760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -6102151.500000 Penalty: 3509.091553
	Iteration 0F: 3 clusters Score -6102152 nChanged 22928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -6115375.000000 Penalty: 3509.091553
	Iteration 1F: 3 clusters Score -6115375 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6115948.000000 Penalty: 3509.091553
	Iteration 2Q: 3 clusters Score -6115948 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -6116493.500000 Penalty: 3509.091553
	Iteration 3Q: 3 clusters Score -6116494 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6117109.000000 Penalty: 3509.091553
	Iteration 4Q: 3 clusters Score -6117109 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -6117719.500000 Penalty: 3509.091553
	Iteration 5Q: 3 clusters Score -6117720 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -6118424.000000 Penalty: 3509.091553
	Iteration 6Q: 3 clusters Score -6118424 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6119338.500000 Penalty: 3509.091553
	Iteration 7Q: 3 clusters Score -6119338 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -6120347.000000 Penalty: 3509.091553
	Iteration 8Q: 3 clusters Score -6120347 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -6121521.500000 Penalty: 3509.091553
	Iteration 9Q: 3 clusters Score -6121522 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6122932.000000 Penalty: 3509.091553
	Iteration 10Q: 3 clusters Score -6122932 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6124061.500000 Penalty: 3509.091553
	Iteration 11Q: 3 clusters Score -6124062 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -6124955.500000 Penalty: 3509.091553
	Iteration 12Q: 3 clusters Score -6124956 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -6125493.500000 Penalty: 3509.091553
	Iteration 13Q: 3 clusters Score -6125494 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -6125832.000000 Penalty: 3509.091553
	Iteration 14Q: 3 clusters Score -6125832 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -6126062.500000 Penalty: 3509.091553
	Iteration 15Q: 3 clusters Score -6126062 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6126281.500000 Penalty: 3509.091553
	Iteration 16Q: 3 clusters Score -6126282 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -6126521.000000 Penalty: 3509.091553
	Iteration 17Q: 3 clusters Score -6126521 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6126751.500000 Penalty: 3509.091553
	Iteration 18Q: 3 clusters Score -6126752 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -6127019.500000 Penalty: 3509.091553
	Iteration 19Q: 3 clusters Score -6127020 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6127322.000000 Penalty: 3509.091553
	Iteration 20F: 3 clusters Score -6127322 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -6127600.500000 Penalty: 3509.091553
	Iteration 21Q: 3 clusters Score -6127600 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -6128034.500000 Penalty: 3509.091553
	Iteration 22Q: 3 clusters Score -6128034 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6128415.500000 Penalty: 3509.091553
	Iteration 23Q: 3 clusters Score -6128416 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -6128827.000000 Penalty: 3509.091553
	Iteration 24Q: 3 clusters Score -6128827 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -6129243.500000 Penalty: 3509.091553
	Iteration 25Q: 3 clusters Score -6129244 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -6129710.500000 Penalty: 3509.091553
	Iteration 26Q: 3 clusters Score -6129710 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6130235.000000 Penalty: 3509.091553
	Iteration 27Q: 3 clusters Score -6130235 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6130730.000000 Penalty: 3509.091553
	Iteration 28Q: 3 clusters Score -6130730 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6131263.000000 Penalty: 3509.091553
	Iteration 29Q: 3 clusters Score -6131263 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6131726.500000 Penalty: 3509.091553
	Iteration 30Q: 3 clusters Score -6131726 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6132162.500000 Penalty: 3509.091553
	Iteration 31Q: 3 clusters Score -6132162 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6132544.500000 Penalty: 3509.091553
	Iteration 32Q: 3 clusters Score -6132544 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6132806.000000 Penalty: 3509.091553
	Iteration 33Q: 3 clusters Score -6132806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6132984.500000 Penalty: 3509.091553
	Iteration 34Q: 3 clusters Score -6132984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6133063.000000 Penalty: 3509.091553
	Iteration 35Q: 3 clusters Score -6133063 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6133148.000000 Penalty: 3509.091553
	Iteration 36Q: 3 clusters Score -6133148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6133191.000000 Penalty: 3509.091553
	Iteration 37Q: 3 clusters Score -6133191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6133205.000000 Penalty: 3509.091553
	Iteration 38Q: 3 clusters Score -6133205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6133223.500000 Penalty: 3509.091553
	Iteration 39Q: 3 clusters Score -6133224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6133230.000000 Penalty: 3509.091553
	Iteration 40F: 3 clusters Score -6133230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6133238.000000 Penalty: 3509.091553
	Iteration 41Q: 3 clusters Score -6133238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6133238.000000 Penalty: 3509.091553
	Iteration 42Q: 3 clusters Score -6133238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6133239.500000 Penalty: 3509.091553
	Iteration 43Q: 3 clusters Score -6133240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6133242.500000 Penalty: 3509.091553
	Iteration 44Q: 3 clusters Score -6133242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6133251.500000 Penalty: 3509.091553
	Iteration 45Q: 3 clusters Score -6133252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6133250.000000 Penalty: 3509.091553
	Iteration 46Q: 3 clusters Score -6133250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6133258.500000 Penalty: 3509.091553
	Iteration 47Q: 3 clusters Score -6133258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6133272.500000 Penalty: 3509.091553
	Iteration 48Q: 3 clusters Score -6133272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6133274.500000 Penalty: 3509.091553
	Iteration 49Q: 3 clusters Score -6133274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6133273.500000 Penalty: 3509.091553
	Iteration 50Q: 3 clusters Score -6133274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6133284.000000 Penalty: 3509.091553
	Iteration 51Q: 3 clusters Score -6133284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6133288.500000 Penalty: 3509.091553
	Iteration 52Q: 3 clusters Score -6133288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6133288.500000 Penalty: 3509.091553
	Iteration 53F: 3 clusters Score -6133288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Entering Unmasked Estep 
Score: -2115215.250000 Penalty: 1578.449829
	Iteration 0F: 2 clusters Score -2115215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2103823.250000 Penalty: 3156.899658
	Iteration 0F: 3 clusters Score -2103823 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2108104.500000 Penalty: 3156.899658
	Iteration 1F: 3 clusters Score -2108104 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2108409.750000 Penalty: 3156.899658
	Iteration 2F: 3 clusters Score -2108410 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2108649.000000 Penalty: 3156.899658
	Iteration 3Q: 3 clusters Score -2108649 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2108910.000000 Penalty: 3156.899658
	Iteration 4Q: 3 clusters Score -2108910 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2109193.000000 Penalty: 3156.899658
	Iteration 5Q: 3 clusters Score -2109193 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2109507.500000 Penalty: 3156.899658
	Iteration 6Q: 3 clusters Score -2109508 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2109840.750000 Penalty: 3156.899658
	Iteration 7Q: 3 clusters Score -2109841 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2110201.250000 Penalty: 3156.899658
	Iteration 8Q: 3 clusters Score -2110201 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2110565.000000 Penalty: 3156.899658
	Iteration 9Q: 3 clusters Score -2110565 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2110893.500000 Penalty: 3156.899658
	Iteration 10Q: 3 clusters Score -2110894 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2111279.500000 Penalty: 3156.899658
	Iteration 11Q: 3 clusters Score -2111280 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2111662.250000 Penalty: 3156.899658
	Iteration 12Q: 3 clusters Score -2111662 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2112044.250000 Penalty: 3156.899658
	Iteration 13Q: 3 clusters Score -2112044 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2112391.500000 Penalty: 3156.899658
	Iteration 14Q: 3 clusters Score -2112392 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2112723.000000 Penalty: 3156.899658
	Iteration 15Q: 3 clusters Score -2112723 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2112982.000000 Penalty: 3156.899658
	Iteration 16Q: 3 clusters Score -2112982 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2113177.000000 Penalty: 3156.899658
	Iteration 17Q: 3 clusters Score -2113177 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2113324.000000 Penalty: 3156.899658
	Iteration 18Q: 3 clusters Score -2113324 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2113442.000000 Penalty: 3156.899658
	Iteration 19Q: 3 clusters Score -2113442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2113526.000000 Penalty: 3156.899658
	Iteration 20F: 3 clusters Score -2113526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2113593.500000 Penalty: 3156.899658
	Iteration 21Q: 3 clusters Score -2113594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2113644.000000 Penalty: 3156.899658
	Iteration 22Q: 3 clusters Score -2113644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2113679.500000 Penalty: 3156.899658
	Iteration 23Q: 3 clusters Score -2113680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2113713.500000 Penalty: 3156.899658
	Iteration 24Q: 3 clusters Score -2113714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2113738.250000 Penalty: 3156.899658
	Iteration 25Q: 3 clusters Score -2113738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2113755.500000 Penalty: 3156.899658
	Iteration 26Q: 3 clusters Score -2113756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2113768.500000 Penalty: 3156.899658
	Iteration 27Q: 3 clusters Score -2113768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2113779.500000 Penalty: 3156.899658
	Iteration 28Q: 3 clusters Score -2113780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2113791.000000 Penalty: 3156.899658
	Iteration 29Q: 3 clusters Score -2113791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2113804.500000 Penalty: 3156.899658
	Iteration 30Q: 3 clusters Score -2113804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2113807.250000 Penalty: 3156.899658
	Iteration 31Q: 3 clusters Score -2113807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2113815.750000 Penalty: 3156.899658
	Iteration 32Q: 3 clusters Score -2113816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2113822.500000 Penalty: 3156.899658
	Iteration 33Q: 3 clusters Score -2113822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2113829.000000 Penalty: 3156.899658
	Iteration 34Q: 3 clusters Score -2113829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2113834.750000 Penalty: 3156.899658
	Iteration 35Q: 3 clusters Score -2113835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2113833.750000 Penalty: 3156.899658
	Iteration 36Q: 3 clusters Score -2113834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2113840.750000 Penalty: 3156.899658
	Iteration 37Q: 3 clusters Score -2113841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2113846.750000 Penalty: 3156.899658
	Iteration 38Q: 3 clusters Score -2113847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2113853.500000 Penalty: 3156.899658
	Iteration 39Q: 3 clusters Score -2113854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2113863.250000 Penalty: 3156.899658
	Iteration 40F: 3 clusters Score -2113863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2113870.000000 Penalty: 3156.899658
	Iteration 41Q: 3 clusters Score -2113870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2113874.000000 Penalty: 3156.899658
	Iteration 42Q: 3 clusters Score -2113874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2113874.250000 Penalty: 3156.899658
	Iteration 43Q: 3 clusters Score -2113874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2113876.500000 Penalty: 3156.899658
	Iteration 44Q: 3 clusters Score -2113876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2113877.000000 Penalty: 3156.899658
	Iteration 45Q: 3 clusters Score -2113877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2113883.750000 Penalty: 3156.899658
	Iteration 46Q: 3 clusters Score -2113884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2113887.250000 Penalty: 3156.899658
	Iteration 47Q: 3 clusters Score -2113887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2113895.500000 Penalty: 3156.899658
	Iteration 48Q: 3 clusters Score -2113896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2113901.500000 Penalty: 3156.899658
	Iteration 49Q: 3 clusters Score -2113902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2113902.750000 Penalty: 3156.899658
	Iteration 50Q: 3 clusters Score -2113903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2113902.750000 Penalty: 3156.899658
	Iteration 51Q: 3 clusters Score -2113903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2113914.250000 Penalty: 3156.899658
	Iteration 52Q: 3 clusters Score -2113914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2113915.250000 Penalty: 3156.899658
	Iteration 53Q: 3 clusters Score -2113915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2113917.500000 Penalty: 3156.899658
	Iteration 54Q: 3 clusters Score -2113918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2113917.500000 Penalty: 3156.899658
	Iteration 55F: 3 clusters Score -2113918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -679932.562500 Penalty: 1402.633789
	Iteration 0F: 2 clusters Score -679932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -675528.625000 Penalty: 2805.267578
	Iteration 0F: 3 clusters Score -675528.6 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -676805.500000 Penalty: 2805.267578
	Iteration 1F: 3 clusters Score -676805.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -676980.750000 Penalty: 2805.267578
	Iteration 2F: 3 clusters Score -676980.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -677120.187500 Penalty: 2805.267578
	Iteration 3F: 3 clusters Score -677120.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -677242.875000 Penalty: 2805.267578
	Iteration 4Q: 3 clusters Score -677242.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -677352.125000 Penalty: 2805.267578
	Iteration 5Q: 3 clusters Score -677352.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -677432.875000 Penalty: 2805.267578
	Iteration 6Q: 3 clusters Score -677432.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -677513.687500 Penalty: 2805.267578
	Iteration 7Q: 3 clusters Score -677513.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -677598.000000 Penalty: 2805.267578
	Iteration 8Q: 3 clusters Score -677598 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -677687.125000 Penalty: 2805.267578
	Iteration 9Q: 3 clusters Score -677687.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -677770.750000 Penalty: 2805.267578
	Iteration 10Q: 3 clusters Score -677770.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -677869.625000 Penalty: 2805.267578
	Iteration 11Q: 3 clusters Score -677869.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -677971.250000 Penalty: 2805.267578
	Iteration 12Q: 3 clusters Score -677971.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -678062.062500 Penalty: 2805.267578
	Iteration 13Q: 3 clusters Score -678062.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -678140.250000 Penalty: 2805.267578
	Iteration 14Q: 3 clusters Score -678140.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -678215.375000 Penalty: 2805.267578
	Iteration 15Q: 3 clusters Score -678215.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -678279.937500 Penalty: 2805.267578
	Iteration 16Q: 3 clusters Score -678279.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -678341.562500 Penalty: 2805.267578
	Iteration 17Q: 3 clusters Score -678341.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -678396.187500 Penalty: 2805.267578
	Iteration 18Q: 3 clusters Score -678396.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -678448.937500 Penalty: 2805.267578
	Iteration 19Q: 3 clusters Score -678448.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -678488.562500 Penalty: 2805.267578
	Iteration 20F: 3 clusters Score -678488.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -678527.875000 Penalty: 2805.267578
	Iteration 21Q: 3 clusters Score -678527.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -678565.625000 Penalty: 2805.267578
	Iteration 22Q: 3 clusters Score -678565.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -678607.250000 Penalty: 2805.267578
	Iteration 23Q: 3 clusters Score -678607.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -678641.750000 Penalty: 2805.267578
	Iteration 24Q: 3 clusters Score -678641.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -678665.937500 Penalty: 2805.267578
	Iteration 25Q: 3 clusters Score -678665.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -678683.875000 Penalty: 2805.267578
	Iteration 26Q: 3 clusters Score -678683.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -678699.125000 Penalty: 2805.267578
	Iteration 27Q: 3 clusters Score -678699.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -678715.250000 Penalty: 2805.267578
	Iteration 28Q: 3 clusters Score -678715.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -678732.000000 Penalty: 2805.267578
	Iteration 29Q: 3 clusters Score -678732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678751.000000 Penalty: 2805.267578
	Iteration 30Q: 3 clusters Score -678751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -678764.562500 Penalty: 2805.267578
	Iteration 31Q: 3 clusters Score -678764.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -678778.000000 Penalty: 2805.267578
	Iteration 32Q: 3 clusters Score -678778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -678785.437500 Penalty: 2805.267578
	Iteration 33Q: 3 clusters Score -678785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -678789.750000 Penalty: 2805.267578
	Iteration 34Q: 3 clusters Score -678789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -678792.875000 Penalty: 2805.267578
	Iteration 35Q: 3 clusters Score -678792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -678798.937500 Penalty: 2805.267578
	Iteration 36Q: 3 clusters Score -678798.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -678803.500000 Penalty: 2805.267578
	Iteration 37Q: 3 clusters Score -678803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -678811.187500 Penalty: 2805.267578
	Iteration 38Q: 3 clusters Score -678811.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -678818.625000 Penalty: 2805.267578
	Iteration 39Q: 3 clusters Score -678818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -678822.312500 Penalty: 2805.267578
	Iteration 40F: 3 clusters Score -678822.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -678826.937500 Penalty: 2805.267578
	Iteration 41Q: 3 clusters Score -678826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -678828.687500 Penalty: 2805.267578
	Iteration 42Q: 3 clusters Score -678828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -678829.562500 Penalty: 2805.267578
	Iteration 43Q: 3 clusters Score -678829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -678829.062500 Penalty: 2805.267578
	Iteration 44Q: 3 clusters Score -678829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -678829.125000 Penalty: 2805.267578
	Iteration 45Q: 3 clusters Score -678829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -678831.687500 Penalty: 2805.267578
	Iteration 46Q: 3 clusters Score -678831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -678835.750000 Penalty: 2805.267578
	Iteration 47Q: 3 clusters Score -678835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -678837.750000 Penalty: 2805.267578
	Iteration 48Q: 3 clusters Score -678837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -678840.000000 Penalty: 2805.267578
	Iteration 49Q: 3 clusters Score -678840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -678842.250000 Penalty: 2805.267578
	Iteration 50Q: 3 clusters Score -678842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -678843.750000 Penalty: 2805.267578
	Iteration 51Q: 3 clusters Score -678843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -678844.062500 Penalty: 2805.267578
	Iteration 52Q: 3 clusters Score -678844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -678844.062500 Penalty: 2805.267578
	Iteration 53F: 3 clusters Score -678844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Entering Unmasked Estep 
Score: -3361746.250000 Penalty: 1646.517212
	Iteration 0F: 2 clusters Score -3361746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3344869.250000 Penalty: 3293.034424
	Iteration 0F: 3 clusters Score -3344869 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3351183.500000 Penalty: 3293.034424
	Iteration 1F: 3 clusters Score -3351184 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3351533.750000 Penalty: 3293.034424
	Iteration 2Q: 3 clusters Score -3351534 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3351849.250000 Penalty: 3293.034424
	Iteration 3Q: 3 clusters Score -3351849 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3352109.000000 Penalty: 3293.034424
	Iteration 4Q: 3 clusters Score -3352109 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3352394.500000 Penalty: 3293.034424
	Iteration 5Q: 3 clusters Score -3352394 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3352705.000000 Penalty: 3293.034424
	Iteration 6Q: 3 clusters Score -3352705 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3353120.750000 Penalty: 3293.034424
	Iteration 7Q: 3 clusters Score -3353121 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3353653.500000 Penalty: 3293.034424
	Iteration 8Q: 3 clusters Score -3353654 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3354417.250000 Penalty: 3293.034424
	Iteration 9Q: 3 clusters Score -3354417 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3355241.500000 Penalty: 3293.034424
	Iteration 10F: 3 clusters Score -3355242 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3356126.250000 Penalty: 3293.034424
	Iteration 11Q: 3 clusters Score -3356126 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3356925.500000 Penalty: 3293.034424
	Iteration 12Q: 3 clusters Score -3356926 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3357616.250000 Penalty: 3293.034424
	Iteration 13Q: 3 clusters Score -3357616 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3358165.000000 Penalty: 3293.034424
	Iteration 14Q: 3 clusters Score -3358165 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3358591.750000 Penalty: 3293.034424
	Iteration 15Q: 3 clusters Score -3358592 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3358974.500000 Penalty: 3293.034424
	Iteration 16Q: 3 clusters Score -3358974 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3359280.000000 Penalty: 3293.034424
	Iteration 17Q: 3 clusters Score -3359280 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3359530.500000 Penalty: 3293.034424
	Iteration 18Q: 3 clusters Score -3359530 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3359733.250000 Penalty: 3293.034424
	Iteration 19Q: 3 clusters Score -3359733 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3359889.750000 Penalty: 3293.034424
	Iteration 20F: 3 clusters Score -3359890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3360003.500000 Penalty: 3293.034424
	Iteration 21Q: 3 clusters Score -3360004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3360074.250000 Penalty: 3293.034424
	Iteration 22Q: 3 clusters Score -3360074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3360135.000000 Penalty: 3293.034424
	Iteration 23Q: 3 clusters Score -3360135 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3360183.250000 Penalty: 3293.034424
	Iteration 24Q: 3 clusters Score -3360183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3360210.750000 Penalty: 3293.034424
	Iteration 25Q: 3 clusters Score -3360211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3360226.750000 Penalty: 3293.034424
	Iteration 26Q: 3 clusters Score -3360227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3360234.000000 Penalty: 3293.034424
	Iteration 27Q: 3 clusters Score -3360234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3360248.250000 Penalty: 3293.034424
	Iteration 28Q: 3 clusters Score -3360248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3360265.250000 Penalty: 3293.034424
	Iteration 29Q: 3 clusters Score -3360265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3360265.750000 Penalty: 3293.034424
	Iteration 30Q: 3 clusters Score -3360266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3360271.750000 Penalty: 3293.034424
	Iteration 31Q: 3 clusters Score -3360272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3360270.250000 Penalty: 3293.034424
	Iteration 32Q: 3 clusters Score -3360270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3360273.500000 Penalty: 3293.034424
	Iteration 33Q: 3 clusters Score -3360274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3360274.250000 Penalty: 3293.034424
	Iteration 34Q: 3 clusters Score -3360274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3360277.250000 Penalty: 3293.034424
	Iteration 35Q: 3 clusters Score -3360277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3360277.000000 Penalty: 3293.034424
	Iteration 36Q: 3 clusters Score -3360277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3360280.750000 Penalty: 3293.034424
	Iteration 37Q: 3 clusters Score -3360281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3360285.250000 Penalty: 3293.034424
	Iteration 38Q: 3 clusters Score -3360285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3360291.500000 Penalty: 3293.034424
	Iteration 39Q: 3 clusters Score -3360292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3360291.750000 Penalty: 3293.034424
	Iteration 40F: 3 clusters Score -3360292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Entering Unmasked Estep 
Score: -803812.875000 Penalty: 1424.463013
	Iteration 0F: 2 clusters Score -803812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -798989.875000 Penalty: 2848.926025
	Iteration 0F: 3 clusters Score -798989.9 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -800390.000000 Penalty: 2848.926025
	Iteration 1F: 3 clusters Score -800390 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -800573.875000 Penalty: 2848.926025
	Iteration 2F: 3 clusters Score -800573.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -800708.312500 Penalty: 2848.926025
	Iteration 3Q: 3 clusters Score -800708.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -800791.062500 Penalty: 2848.926025
	Iteration 4Q: 3 clusters Score -800791.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -800872.812500 Penalty: 2848.926025
	Iteration 5Q: 3 clusters Score -800872.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -800952.187500 Penalty: 2848.926025
	Iteration 6Q: 3 clusters Score -800952.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -801023.250000 Penalty: 2848.926025
	Iteration 7Q: 3 clusters Score -801023.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -801083.437500 Penalty: 2848.926025
	Iteration 8Q: 3 clusters Score -801083.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -801143.750000 Penalty: 2848.926025
	Iteration 9Q: 3 clusters Score -801143.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -801214.812500 Penalty: 2848.926025
	Iteration 10Q: 3 clusters Score -801214.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -801294.187500 Penalty: 2848.926025
	Iteration 11Q: 3 clusters Score -801294.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -801361.187500 Penalty: 2848.926025
	Iteration 12Q: 3 clusters Score -801361.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -801431.875000 Penalty: 2848.926025
	Iteration 13Q: 3 clusters Score -801431.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -801497.812500 Penalty: 2848.926025
	Iteration 14Q: 3 clusters Score -801497.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -801571.625000 Penalty: 2848.926025
	Iteration 15Q: 3 clusters Score -801571.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -801656.625000 Penalty: 2848.926025
	Iteration 16Q: 3 clusters Score -801656.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -801754.937500 Penalty: 2848.926025
	Iteration 17Q: 3 clusters Score -801754.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -801859.125000 Penalty: 2848.926025
	Iteration 18Q: 3 clusters Score -801859.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -801951.375000 Penalty: 2848.926025
	Iteration 19Q: 3 clusters Score -801951.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -802034.062500 Penalty: 2848.926025
	Iteration 20F: 3 clusters Score -802034.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -802104.812500 Penalty: 2848.926025
	Iteration 21Q: 3 clusters Score -802104.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -802166.562500 Penalty: 2848.926025
	Iteration 22Q: 3 clusters Score -802166.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -802233.187500 Penalty: 2848.926025
	Iteration 23Q: 3 clusters Score -802233.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -802296.937500 Penalty: 2848.926025
	Iteration 24Q: 3 clusters Score -802296.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -802364.312500 Penalty: 2848.926025
	Iteration 25Q: 3 clusters Score -802364.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -802427.812500 Penalty: 2848.926025
	Iteration 26Q: 3 clusters Score -802427.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -802489.187500 Penalty: 2848.926025
	Iteration 27Q: 3 clusters Score -802489.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -802551.562500 Penalty: 2848.926025
	Iteration 28Q: 3 clusters Score -802551.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -802611.562500 Penalty: 2848.926025
	Iteration 29Q: 3 clusters Score -802611.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -802670.625000 Penalty: 2848.926025
	Iteration 30Q: 3 clusters Score -802670.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -802723.250000 Penalty: 2848.926025
	Iteration 31Q: 3 clusters Score -802723.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -802785.812500 Penalty: 2848.926025
	Iteration 32Q: 3 clusters Score -802785.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -802842.812500 Penalty: 2848.926025
	Iteration 33Q: 3 clusters Score -802842.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -802883.562500 Penalty: 2848.926025
	Iteration 34Q: 3 clusters Score -802883.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -802920.250000 Penalty: 2848.926025
	Iteration 35Q: 3 clusters Score -802920.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -802952.625000 Penalty: 2848.926025
	Iteration 36Q: 3 clusters Score -802952.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -802986.812500 Penalty: 2848.926025
	Iteration 37Q: 3 clusters Score -802986.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -803015.312500 Penalty: 2848.926025
	Iteration 38Q: 3 clusters Score -803015.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -803042.750000 Penalty: 2848.926025
	Iteration 39Q: 3 clusters Score -803042.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -803069.375000 Penalty: 2848.926025
	Iteration 40F: 3 clusters Score -803069.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -803104.875000 Penalty: 2848.926025
	Iteration 41Q: 3 clusters Score -803104.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -803137.125000 Penalty: 2848.926025
	Iteration 42Q: 3 clusters Score -803137.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -803157.312500 Penalty: 2848.926025
	Iteration 43Q: 3 clusters Score -803157.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -803176.937500 Penalty: 2848.926025
	Iteration 44Q: 3 clusters Score -803176.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -803188.437500 Penalty: 2848.926025
	Iteration 45Q: 3 clusters Score -803188.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -803201.250000 Penalty: 2848.926025
	Iteration 46Q: 3 clusters Score -803201.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -803208.875000 Penalty: 2848.926025
	Iteration 47Q: 3 clusters Score -803208.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -803217.000000 Penalty: 2848.926025
	Iteration 48Q: 3 clusters Score -803217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -803230.937500 Penalty: 2848.926025
	Iteration 49Q: 3 clusters Score -803230.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -803243.500000 Penalty: 2848.926025
	Iteration 50Q: 3 clusters Score -803243.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -803263.062500 Penalty: 2848.926025
	Iteration 51Q: 3 clusters Score -803263.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -803287.625000 Penalty: 2848.926025
	Iteration 52Q: 3 clusters Score -803287.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -803308.000000 Penalty: 2848.926025
	Iteration 53Q: 3 clusters Score -803308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -803326.250000 Penalty: 2848.926025
	Iteration 54Q: 3 clusters Score -803326.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -803342.687500 Penalty: 2848.926025
	Iteration 55Q: 3 clusters Score -803342.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -803372.500000 Penalty: 2848.926025
	Iteration 56Q: 3 clusters Score -803372.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -803395.500000 Penalty: 2848.926025
	Iteration 57Q: 3 clusters Score -803395.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -803422.250000 Penalty: 2848.926025
	Iteration 58Q: 3 clusters Score -803422.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -803444.875000 Penalty: 2848.926025
	Iteration 59Q: 3 clusters Score -803444.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -803471.875000 Penalty: 2848.926025
	Iteration 60F: 3 clusters Score -803471.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -803491.625000 Penalty: 2848.926025
	Iteration 61Q: 3 clusters Score -803491.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -803501.875000 Penalty: 2848.926025
	Iteration 62Q: 3 clusters Score -803501.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -803511.125000 Penalty: 2848.926025
	Iteration 63Q: 3 clusters Score -803511.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -803519.562500 Penalty: 2848.926025
	Iteration 64Q: 3 clusters Score -803519.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -803523.687500 Penalty: 2848.926025
	Iteration 65Q: 3 clusters Score -803523.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -803527.812500 Penalty: 2848.926025
	Iteration 66Q: 3 clusters Score -803527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -803531.250000 Penalty: 2848.926025
	Iteration 67Q: 3 clusters Score -803531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -803530.437500 Penalty: 2848.926025
	Iteration 68Q: 3 clusters Score -803530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -803531.312500 Penalty: 2848.926025
	Iteration 69Q: 3 clusters Score -803531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -803530.312500 Penalty: 2848.926025
	Iteration 70Q: 3 clusters Score -803530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -803533.000000 Penalty: 2848.926025
	Iteration 71Q: 3 clusters Score -803533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -803536.500000 Penalty: 2848.926025
	Iteration 72Q: 3 clusters Score -803536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -803535.312500 Penalty: 2848.926025
	Iteration 73Q: 3 clusters Score -803535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -803534.500000 Penalty: 2848.926025
	Iteration 74Q: 3 clusters Score -803534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -803536.250000 Penalty: 2848.926025
	Iteration 75Q: 3 clusters Score -803536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -803535.687500 Penalty: 2848.926025
	Iteration 76Q: 3 clusters Score -803535.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -803535.687500 Penalty: 2848.926025
	Iteration 77F: 3 clusters Score -803535.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Entering Unmasked Estep 
Score: -6863021.500000 Penalty: 1763.326172
	Iteration 0F: 2 clusters Score -6863022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6828427.500000 Penalty: 3526.652344
	Iteration 0F: 3 clusters Score -6828428 nChanged 24323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -6842469.500000 Penalty: 3526.652344
	Iteration 1F: 3 clusters Score -6842470 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -6843015.000000 Penalty: 3526.652344
	Iteration 2Q: 3 clusters Score -6843015 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6843639.000000 Penalty: 3526.652344
	Iteration 3Q: 3 clusters Score -6843639 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -6844378.000000 Penalty: 3526.652344
	Iteration 4Q: 3 clusters Score -6844378 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -6845382.000000 Penalty: 3526.652344
	Iteration 5Q: 3 clusters Score -6845382 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -6846909.000000 Penalty: 3526.652344
	Iteration 6F: 3 clusters Score -6846909 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -6849126.000000 Penalty: 3526.652344
	Iteration 7F: 3 clusters Score -6849126 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -6851809.500000 Penalty: 3526.652344
	Iteration 8F: 3 clusters Score -6851810 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -6854488.500000 Penalty: 3526.652344
	Iteration 9F: 3 clusters Score -6854488 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -6856633.000000 Penalty: 3526.652344
	Iteration 10Q: 3 clusters Score -6856633 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6858187.500000 Penalty: 3526.652344
	Iteration 11Q: 3 clusters Score -6858188 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -6859251.500000 Penalty: 3526.652344
	Iteration 12Q: 3 clusters Score -6859252 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -6859922.500000 Penalty: 3526.652344
	Iteration 13Q: 3 clusters Score -6859922 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -6860422.000000 Penalty: 3526.652344
	Iteration 14Q: 3 clusters Score -6860422 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6860734.000000 Penalty: 3526.652344
	Iteration 15Q: 3 clusters Score -6860734 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6860967.000000 Penalty: 3526.652344
	Iteration 16Q: 3 clusters Score -6860967 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6861111.500000 Penalty: 3526.652344
	Iteration 17Q: 3 clusters Score -6861112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -6861191.000000 Penalty: 3526.652344
	Iteration 18Q: 3 clusters Score -6861191 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -6861256.000000 Penalty: 3526.652344
	Iteration 19Q: 3 clusters Score -6861256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6861308.500000 Penalty: 3526.652344
	Iteration 20F: 3 clusters Score -6861308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6861337.500000 Penalty: 3526.652344
	Iteration 21Q: 3 clusters Score -6861338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6861375.500000 Penalty: 3526.652344
	Iteration 22Q: 3 clusters Score -6861376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -6861414.000000 Penalty: 3526.652344
	Iteration 23Q: 3 clusters Score -6861414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -6861440.500000 Penalty: 3526.652344
	Iteration 24Q: 3 clusters Score -6861440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -6861457.000000 Penalty: 3526.652344
	Iteration 25Q: 3 clusters Score -6861457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -6861470.500000 Penalty: 3526.652344
	Iteration 26Q: 3 clusters Score -6861470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6861479.000000 Penalty: 3526.652344
	Iteration 27Q: 3 clusters Score -6861479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6861492.500000 Penalty: 3526.652344
	Iteration 28Q: 3 clusters Score -6861492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -6861496.500000 Penalty: 3526.652344
	Iteration 29Q: 3 clusters Score -6861496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -6861489.000000 Penalty: 3526.652344
	Iteration 30Q: 3 clusters Score -6861489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -6861498.000000 Penalty: 3526.652344
	Iteration 31Q: 3 clusters Score -6861498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -6861502.000000 Penalty: 3526.652344
	Iteration 32Q: 3 clusters Score -6861502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6861498.000000 Penalty: 3526.652344
	Iteration 33Q: 3 clusters Score -6861498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -6861501.500000 Penalty: 3526.652344
	Iteration 34Q: 3 clusters Score -6861502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6861504.500000 Penalty: 3526.652344
	Iteration 35Q: 3 clusters Score -6861504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6861497.500000 Penalty: 3526.652344
	Iteration 36Q: 3 clusters Score -6861498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6861504.500000 Penalty: 3526.652344
	Iteration 37Q: 3 clusters Score -6861504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -6861507.500000 Penalty: 3526.652344
	Iteration 38Q: 3 clusters Score -6861508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -6861508.000000 Penalty: 3526.652344
	Iteration 39Q: 3 clusters Score -6861508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6861510.000000 Penalty: 3526.652344
	Iteration 40F: 3 clusters Score -6861510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -6861510.000000 Penalty: 3526.652344
	Iteration 41Q: 3 clusters Score -6861510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -6861511.500000 Penalty: 3526.652344
	Iteration 42Q: 3 clusters Score -6861512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6861509.000000 Penalty: 3526.652344
	Iteration 43Q: 3 clusters Score -6861509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6861513.000000 Penalty: 3526.652344
	Iteration 44Q: 3 clusters Score -6861513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6861513.000000 Penalty: 3526.652344
	Iteration 45F: 3 clusters Score -6861513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Entering Unmasked Estep 
Score: -8392818.000000 Penalty: 1796.300049
	Iteration 0F: 2 clusters Score -8392818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -8351326.000000 Penalty: 3592.600098
	Iteration 0F: 3 clusters Score -8351326 nChanged 29825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -8368026.000000 Penalty: 3592.600098
	Iteration 1F: 3 clusters Score -8368026 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -8368555.000000 Penalty: 3592.600098
	Iteration 2Q: 3 clusters Score -8368555 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -8369042.000000 Penalty: 3592.600098
	Iteration 3Q: 3 clusters Score -8369042 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -8369523.000000 Penalty: 3592.600098
	Iteration 4Q: 3 clusters Score -8369523 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8370100.000000 Penalty: 3592.600098
	Iteration 5Q: 3 clusters Score -8370100 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -8370801.000000 Penalty: 3592.600098
	Iteration 6Q: 3 clusters Score -8370801 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -8371771.000000 Penalty: 3592.600098
	Iteration 7Q: 3 clusters Score -8371771 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8373078.000000 Penalty: 3592.600098
	Iteration 8Q: 3 clusters Score -8373078 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8374875.000000 Penalty: 3592.600098
	Iteration 9F: 3 clusters Score -8374875 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8377326.000000 Penalty: 3592.600098
	Iteration 10F: 3 clusters Score -8377326 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -8380249.500000 Penalty: 3592.600098
	Iteration 11F: 3 clusters Score -8380250 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -8383246.500000 Penalty: 3592.600098
	Iteration 12F: 3 clusters Score -8383246 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -8386046.000000 Penalty: 3592.600098
	Iteration 13F: 3 clusters Score -8386046 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -8388282.500000 Penalty: 3592.600098
	Iteration 14Q: 3 clusters Score -8388282 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -8389714.000000 Penalty: 3592.600098
	Iteration 15Q: 3 clusters Score -8389714 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -8390492.000000 Penalty: 3592.600098
	Iteration 16Q: 3 clusters Score -8390492 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -8390840.000000 Penalty: 3592.600098
	Iteration 17Q: 3 clusters Score -8390840 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -8391048.000000 Penalty: 3592.600098
	Iteration 18Q: 3 clusters Score -8391048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -8391157.000000 Penalty: 3592.600098
	Iteration 19Q: 3 clusters Score -8391157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -8391222.000000 Penalty: 3592.600098
	Iteration 20F: 3 clusters Score -8391222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8391248.000000 Penalty: 3592.600098
	Iteration 21Q: 3 clusters Score -8391248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -8391280.000000 Penalty: 3592.600098
	Iteration 22Q: 3 clusters Score -8391280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -8391313.000000 Penalty: 3592.600098
	Iteration 23Q: 3 clusters Score -8391313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -8391323.000000 Penalty: 3592.600098
	Iteration 24Q: 3 clusters Score -8391323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -8391333.000000 Penalty: 3592.600098
	Iteration 25Q: 3 clusters Score -8391333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -8391336.000000 Penalty: 3592.600098
	Iteration 26Q: 3 clusters Score -8391336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -8391338.000000 Penalty: 3592.600098
	Iteration 27Q: 3 clusters Score -8391338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -8391341.000000 Penalty: 3592.600098
	Iteration 28Q: 3 clusters Score -8391341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -8391344.000000 Penalty: 3592.600098
	Iteration 29Q: 3 clusters Score -8391344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -8391359.000000 Penalty: 3592.600098
	Iteration 30Q: 3 clusters Score -8391359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8391369.000000 Penalty: 3592.600098
	Iteration 31Q: 3 clusters Score -8391369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -8391361.000000 Penalty: 3592.600098
	Iteration 32Q: 3 clusters Score -8391361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -8391369.000000 Penalty: 3592.600098
	Iteration 33Q: 3 clusters Score -8391369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -8391369.000000 Penalty: 3592.600098
	Iteration 34Q: 3 clusters Score -8391369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8391371.000000 Penalty: 3592.600098
	Iteration 35Q: 3 clusters Score -8391371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -8391370.000000 Penalty: 3592.600098
	Iteration 36Q: 3 clusters Score -8391370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -8391375.000000 Penalty: 3592.600098
	Iteration 37Q: 3 clusters Score -8391375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -8391377.000000 Penalty: 3592.600098
	Iteration 38Q: 3 clusters Score -8391377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -8391381.000000 Penalty: 3592.600098
	Iteration 39Q: 3 clusters Score -8391381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -8391381.000000 Penalty: 3592.600098
	Iteration 40F: 3 clusters Score -8391381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Entering Unmasked Estep 
Score: -2017695.375000 Penalty: 1572.659302
	Iteration 0F: 2 clusters Score -2017695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2006728.125000 Penalty: 3145.318604
	Iteration 0F: 3 clusters Score -2006728 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2010662.250000 Penalty: 3145.318604
	Iteration 1F: 3 clusters Score -2010662 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2011053.000000 Penalty: 3145.318604
	Iteration 2F: 3 clusters Score -2011053 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2011480.750000 Penalty: 3145.318604
	Iteration 3F: 3 clusters Score -2011481 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2012058.125000 Penalty: 3145.318604
	Iteration 4F: 3 clusters Score -2012058 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2012715.375000 Penalty: 3145.318604
	Iteration 5F: 3 clusters Score -2012715 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2013401.500000 Penalty: 3145.318604
	Iteration 6F: 3 clusters Score -2013402 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2014105.375000 Penalty: 3145.318604
	Iteration 7F: 3 clusters Score -2014105 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2014768.625000 Penalty: 3145.318604
	Iteration 8F: 3 clusters Score -2014769 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2015235.500000 Penalty: 3145.318604
	Iteration 9Q: 3 clusters Score -2015236 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2015577.875000 Penalty: 3145.318604
	Iteration 10Q: 3 clusters Score -2015578 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2015830.375000 Penalty: 3145.318604
	Iteration 11Q: 3 clusters Score -2015830 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2015984.750000 Penalty: 3145.318604
	Iteration 12Q: 3 clusters Score -2015985 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2016096.875000 Penalty: 3145.318604
	Iteration 13Q: 3 clusters Score -2016097 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2016183.625000 Penalty: 3145.318604
	Iteration 14Q: 3 clusters Score -2016184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2016257.000000 Penalty: 3145.318604
	Iteration 15Q: 3 clusters Score -2016257 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2016317.625000 Penalty: 3145.318604
	Iteration 16Q: 3 clusters Score -2016318 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2016366.125000 Penalty: 3145.318604
	Iteration 17Q: 3 clusters Score -2016366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2016418.125000 Penalty: 3145.318604
	Iteration 18Q: 3 clusters Score -2016418 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2016474.375000 Penalty: 3145.318604
	Iteration 19Q: 3 clusters Score -2016474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2016528.625000 Penalty: 3145.318604
	Iteration 20F: 3 clusters Score -2016529 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2016571.875000 Penalty: 3145.318604
	Iteration 21Q: 3 clusters Score -2016572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2016612.625000 Penalty: 3145.318604
	Iteration 22Q: 3 clusters Score -2016613 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2016632.750000 Penalty: 3145.318604
	Iteration 23Q: 3 clusters Score -2016633 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2016649.625000 Penalty: 3145.318604
	Iteration 24Q: 3 clusters Score -2016650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2016657.500000 Penalty: 3145.318604
	Iteration 25Q: 3 clusters Score -2016658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2016657.125000 Penalty: 3145.318604
	Iteration 26Q: 3 clusters Score -2016657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2016663.750000 Penalty: 3145.318604
	Iteration 27Q: 3 clusters Score -2016664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2016672.750000 Penalty: 3145.318604
	Iteration 28Q: 3 clusters Score -2016673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2016673.250000 Penalty: 3145.318604
	Iteration 29Q: 3 clusters Score -2016673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2016676.000000 Penalty: 3145.318604
	Iteration 30Q: 3 clusters Score -2016676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2016681.625000 Penalty: 3145.318604
	Iteration 31Q: 3 clusters Score -2016682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2016690.875000 Penalty: 3145.318604
	Iteration 32Q: 3 clusters Score -2016691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2016693.750000 Penalty: 3145.318604
	Iteration 33Q: 3 clusters Score -2016694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2016696.500000 Penalty: 3145.318604
	Iteration 34Q: 3 clusters Score -2016696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2016698.375000 Penalty: 3145.318604
	Iteration 35Q: 3 clusters Score -2016698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2016695.875000 Penalty: 3145.318604
	Iteration 36Q: 3 clusters Score -2016696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2016702.000000 Penalty: 3145.318604
	Iteration 37Q: 3 clusters Score -2016702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2016704.125000 Penalty: 3145.318604
	Iteration 38Q: 3 clusters Score -2016704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2016705.500000 Penalty: 3145.318604
	Iteration 39Q: 3 clusters Score -2016706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2016711.250000 Penalty: 3145.318604
	Iteration 40F: 3 clusters Score -2016711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2016715.500000 Penalty: 3145.318604
	Iteration 41Q: 3 clusters Score -2016716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2016714.625000 Penalty: 3145.318604
	Iteration 42Q: 3 clusters Score -2016715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2016717.875000 Penalty: 3145.318604
	Iteration 43Q: 3 clusters Score -2016718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2016717.750000 Penalty: 3145.318604
	Iteration 44Q: 3 clusters Score -2016718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2016717.500000 Penalty: 3145.318604
	Iteration 45Q: 3 clusters Score -2016718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2016717.625000 Penalty: 3145.318604
	Iteration 46Q: 3 clusters Score -2016718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2016721.250000 Penalty: 3145.318604
	Iteration 47Q: 3 clusters Score -2016721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2016717.250000 Penalty: 3145.318604
	Iteration 48Q: 3 clusters Score -2016717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2016718.875000 Penalty: 3145.318604
	Iteration 49Q: 3 clusters Score -2016719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2016720.125000 Penalty: 3145.318604
	Iteration 50Q: 3 clusters Score -2016720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2016719.875000 Penalty: 3145.318604
	Iteration 51Q: 3 clusters Score -2016720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2016719.625000 Penalty: 3145.318604
	Iteration 52Q: 3 clusters Score -2016720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2016716.250000 Penalty: 3145.318604
	Iteration 53Q: 3 clusters Score -2016716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2016717.500000 Penalty: 3145.318604
	Iteration 54Q: 3 clusters Score -2016718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2016717.500000 Penalty: 3145.318604
	Iteration 55F: 3 clusters Score -2016718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Entering Unmasked Estep 
Score: -2050206.000000 Penalty: 1567.119019
	Iteration 0F: 2 clusters Score -2050206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2039550.375000 Penalty: 3134.238037
	Iteration 0F: 3 clusters Score -2039550 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2043251.000000 Penalty: 3134.238037
	Iteration 1F: 3 clusters Score -2043251 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2043606.125000 Penalty: 3134.238037
	Iteration 2F: 3 clusters Score -2043606 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2044057.500000 Penalty: 3134.238037
	Iteration 3F: 3 clusters Score -2044058 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2044708.250000 Penalty: 3134.238037
	Iteration 4F: 3 clusters Score -2044708 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2045627.125000 Penalty: 3134.238037
	Iteration 5F: 3 clusters Score -2045627 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2046719.250000 Penalty: 3134.238037
	Iteration 6F: 3 clusters Score -2046719 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2047673.000000 Penalty: 3134.238037
	Iteration 7F: 3 clusters Score -2047673 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2048278.125000 Penalty: 3134.238037
	Iteration 8Q: 3 clusters Score -2048278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2048563.875000 Penalty: 3134.238037
	Iteration 9Q: 3 clusters Score -2048564 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2048681.625000 Penalty: 3134.238037
	Iteration 10Q: 3 clusters Score -2048682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2048740.750000 Penalty: 3134.238037
	Iteration 11Q: 3 clusters Score -2048741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2048774.750000 Penalty: 3134.238037
	Iteration 12Q: 3 clusters Score -2048775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2048790.500000 Penalty: 3134.238037
	Iteration 13Q: 3 clusters Score -2048790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2048809.875000 Penalty: 3134.238037
	Iteration 14Q: 3 clusters Score -2048810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2048820.500000 Penalty: 3134.238037
	Iteration 15Q: 3 clusters Score -2048820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2048824.375000 Penalty: 3134.238037
	Iteration 16Q: 3 clusters Score -2048824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2048826.250000 Penalty: 3134.238037
	Iteration 17Q: 3 clusters Score -2048826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2048826.250000 Penalty: 3134.238037
	Iteration 18F: 3 clusters Score -2048826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -157600.687500 Penalty: 1180.291016
	Iteration 0F: 2 clusters Score -157600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -155922.281250 Penalty: 2360.582031
	Iteration 0F: 3 clusters Score -155922.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -156360.328125 Penalty: 2360.582031
	Iteration 1F: 3 clusters Score -156360.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156680.187500 Penalty: 2360.582031
	Iteration 2F: 3 clusters Score -156680.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156894.640625 Penalty: 2360.582031
	Iteration 3F: 3 clusters Score -156894.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157054.734375 Penalty: 2360.582031
	Iteration 4F: 3 clusters Score -157054.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -157171.031250 Penalty: 2360.582031
	Iteration 5F: 3 clusters Score -157171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -157229.718750 Penalty: 2360.582031
	Iteration 6Q: 3 clusters Score -157229.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157263.828125 Penalty: 2360.582031
	Iteration 7Q: 3 clusters Score -157263.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157290.234375 Penalty: 2360.582031
	Iteration 8Q: 3 clusters Score -157290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157307.484375 Penalty: 2360.582031
	Iteration 9Q: 3 clusters Score -157307.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -157314.406250 Penalty: 2360.582031
	Iteration 10Q: 3 clusters Score -157314.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157322.906250 Penalty: 2360.582031
	Iteration 11Q: 3 clusters Score -157322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157326.937500 Penalty: 2360.582031
	Iteration 12Q: 3 clusters Score -157326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157330.296875 Penalty: 2360.582031
	Iteration 13Q: 3 clusters Score -157330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157333.343750 Penalty: 2360.582031
	Iteration 14Q: 3 clusters Score -157333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157334.187500 Penalty: 2360.582031
	Iteration 15Q: 3 clusters Score -157334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157334.593750 Penalty: 2360.582031
	Iteration 16Q: 3 clusters Score -157334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157334.703125 Penalty: 2360.582031
	Iteration 17Q: 3 clusters Score -157334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157335.078125 Penalty: 2360.582031
	Iteration 18Q: 3 clusters Score -157335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157335.281250 Penalty: 2360.582031
	Iteration 19Q: 3 clusters Score -157335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157335.281250 Penalty: 2360.582031
	Iteration 20F: 3 clusters Score -157335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Entering Unmasked Estep 
Score: -2567527.750000 Penalty: 1607.215088
	Iteration 0F: 2 clusters Score -2567528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2554178.250000 Penalty: 3214.430176
	Iteration 0F: 3 clusters Score -2554178 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2558918.250000 Penalty: 3214.430176
	Iteration 1F: 3 clusters Score -2558918 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2559270.250000 Penalty: 3214.430176
	Iteration 2F: 3 clusters Score -2559270 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2559634.250000 Penalty: 3214.430176
	Iteration 3Q: 3 clusters Score -2559634 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2560013.000000 Penalty: 3214.430176
	Iteration 4Q: 3 clusters Score -2560013 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2560469.250000 Penalty: 3214.430176
	Iteration 5F: 3 clusters Score -2560469 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2560960.750000 Penalty: 3214.430176
	Iteration 6F: 3 clusters Score -2560961 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2561503.000000 Penalty: 3214.430176
	Iteration 7F: 3 clusters Score -2561503 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2562094.500000 Penalty: 3214.430176
	Iteration 8F: 3 clusters Score -2562094 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2562799.000000 Penalty: 3214.430176
	Iteration 9F: 3 clusters Score -2562799 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2563580.500000 Penalty: 3214.430176
	Iteration 10F: 3 clusters Score -2563580 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2564403.750000 Penalty: 3214.430176
	Iteration 11F: 3 clusters Score -2564404 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2565105.500000 Penalty: 3214.430176
	Iteration 12Q: 3 clusters Score -2565106 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2565558.500000 Penalty: 3214.430176
	Iteration 13Q: 3 clusters Score -2565558 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2565824.500000 Penalty: 3214.430176
	Iteration 14Q: 3 clusters Score -2565824 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2565959.250000 Penalty: 3214.430176
	Iteration 15Q: 3 clusters Score -2565959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2566038.500000 Penalty: 3214.430176
	Iteration 16Q: 3 clusters Score -2566038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2566087.000000 Penalty: 3214.430176
	Iteration 17Q: 3 clusters Score -2566087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2566118.000000 Penalty: 3214.430176
	Iteration 18Q: 3 clusters Score -2566118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2566131.750000 Penalty: 3214.430176
	Iteration 19Q: 3 clusters Score -2566132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2566140.500000 Penalty: 3214.430176
	Iteration 20F: 3 clusters Score -2566140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2566144.000000 Penalty: 3214.430176
	Iteration 21Q: 3 clusters Score -2566144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2566147.000000 Penalty: 3214.430176
	Iteration 22Q: 3 clusters Score -2566147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2566148.000000 Penalty: 3214.430176
	Iteration 23Q: 3 clusters Score -2566148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2566148.000000 Penalty: 3214.430176
	Iteration 24F: 3 clusters Score -2566148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -336361.031250 Penalty: 1283.310669
	Iteration 0F: 2 clusters Score -336361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -333858.062500 Penalty: 2566.621338
	Iteration 0F: 3 clusters Score -333858.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -334515.093750 Penalty: 2566.621338
	Iteration 1F: 3 clusters Score -334515.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -334674.937500 Penalty: 2566.621338
	Iteration 2F: 3 clusters Score -334674.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -334787.781250 Penalty: 2566.621338
	Iteration 3F: 3 clusters Score -334787.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -334889.156250 Penalty: 2566.621338
	Iteration 4Q: 3 clusters Score -334889.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -334975.906250 Penalty: 2566.621338
	Iteration 5Q: 3 clusters Score -334975.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -335063.281250 Penalty: 2566.621338
	Iteration 6Q: 3 clusters Score -335063.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -335143.750000 Penalty: 2566.621338
	Iteration 7Q: 3 clusters Score -335143.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -335216.812500 Penalty: 2566.621338
	Iteration 8Q: 3 clusters Score -335216.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -335304.281250 Penalty: 2566.621338
	Iteration 9Q: 3 clusters Score -335304.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -335406.312500 Penalty: 2566.621338
	Iteration 10Q: 3 clusters Score -335406.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -335515.593750 Penalty: 2566.621338
	Iteration 11Q: 3 clusters Score -335515.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -335676.718750 Penalty: 2566.621338
	Iteration 12Q: 3 clusters Score -335676.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -335819.375000 Penalty: 2566.621338
	Iteration 13Q: 3 clusters Score -335819.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -335942.093750 Penalty: 2566.621338
	Iteration 14Q: 3 clusters Score -335942.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -336051.562500 Penalty: 2566.621338
	Iteration 15Q: 3 clusters Score -336051.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -336168.000000 Penalty: 2566.621338
	Iteration 16Q: 3 clusters Score -336168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -336203.125000 Penalty: 2566.621338
	Iteration 17Q: 3 clusters Score -336203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -336213.250000 Penalty: 2566.621338
	Iteration 18Q: 3 clusters Score -336213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -336215.843750 Penalty: 2566.621338
	Iteration 19Q: 3 clusters Score -336215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -336217.531250 Penalty: 2566.621338
	Iteration 20F: 3 clusters Score -336217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336218.281250 Penalty: 2566.621338
	Iteration 21Q: 3 clusters Score -336218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336218.281250 Penalty: 2566.621338
	Iteration 22F: 3 clusters Score -336218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -491716.406250 Penalty: 1340.130615
	Iteration 0F: 2 clusters Score -491716.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -488473.906250 Penalty: 2680.261230
	Iteration 0F: 3 clusters Score -488473.9 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -489349.500000 Penalty: 2680.261230
	Iteration 1F: 3 clusters Score -489349.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -489636.375000 Penalty: 2680.261230
	Iteration 2F: 3 clusters Score -489636.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -489935.781250 Penalty: 2680.261230
	Iteration 3F: 3 clusters Score -489935.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -490154.218750 Penalty: 2680.261230
	Iteration 4F: 3 clusters Score -490154.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -490363.875000 Penalty: 2680.261230
	Iteration 5F: 3 clusters Score -490363.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -490550.718750 Penalty: 2680.261230
	Iteration 6F: 3 clusters Score -490550.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -490711.531250 Penalty: 2680.261230
	Iteration 7F: 3 clusters Score -490711.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -490873.968750 Penalty: 2680.261230
	Iteration 8Q: 3 clusters Score -490874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -491050.531250 Penalty: 2680.261230
	Iteration 9Q: 3 clusters Score -491050.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -491192.968750 Penalty: 2680.261230
	Iteration 10Q: 3 clusters Score -491193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -491248.125000 Penalty: 2680.261230
	Iteration 11Q: 3 clusters Score -491248.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -491287.406250 Penalty: 2680.261230
	Iteration 12Q: 3 clusters Score -491287.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -491316.343750 Penalty: 2680.261230
	Iteration 13Q: 3 clusters Score -491316.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -491345.718750 Penalty: 2680.261230
	Iteration 14Q: 3 clusters Score -491345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -491355.031250 Penalty: 2680.261230
	Iteration 15Q: 3 clusters Score -491355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -491363.000000 Penalty: 2680.261230
	Iteration 16Q: 3 clusters Score -491363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -491370.593750 Penalty: 2680.261230
	Iteration 17Q: 3 clusters Score -491370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -491376.781250 Penalty: 2680.261230
	Iteration 18Q: 3 clusters Score -491376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -491382.718750 Penalty: 2680.261230
	Iteration 19Q: 3 clusters Score -491382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -491386.406250 Penalty: 2680.261230
	Iteration 20F: 3 clusters Score -491386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -491387.937500 Penalty: 2680.261230
	Iteration 21Q: 3 clusters Score -491387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -491389.468750 Penalty: 2680.261230
	Iteration 22Q: 3 clusters Score -491389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -491389.468750 Penalty: 2680.261230
	Iteration 23F: 3 clusters Score -491389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Entering Unmasked Estep 
Score: -2000493.000000 Penalty: 1563.497437
	Iteration 0F: 2 clusters Score -2000493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1990010.375000 Penalty: 3126.994873
	Iteration 0F: 3 clusters Score -1990010 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1993827.625000 Penalty: 3126.994873
	Iteration 1F: 3 clusters Score -1993828 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1994262.375000 Penalty: 3126.994873
	Iteration 2F: 3 clusters Score -1994262 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1994761.125000 Penalty: 3126.994873
	Iteration 3F: 3 clusters Score -1994761 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1995453.750000 Penalty: 3126.994873
	Iteration 4F: 3 clusters Score -1995454 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1996267.375000 Penalty: 3126.994873
	Iteration 5F: 3 clusters Score -1996267 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1997133.500000 Penalty: 3126.994873
	Iteration 6F: 3 clusters Score -1997134 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1997856.000000 Penalty: 3126.994873
	Iteration 7F: 3 clusters Score -1997856 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1998362.500000 Penalty: 3126.994873
	Iteration 8Q: 3 clusters Score -1998362 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1998671.125000 Penalty: 3126.994873
	Iteration 9Q: 3 clusters Score -1998671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1998857.125000 Penalty: 3126.994873
	Iteration 10Q: 3 clusters Score -1998857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1998955.000000 Penalty: 3126.994873
	Iteration 11Q: 3 clusters Score -1998955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1999001.875000 Penalty: 3126.994873
	Iteration 12Q: 3 clusters Score -1999002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1999034.875000 Penalty: 3126.994873
	Iteration 13Q: 3 clusters Score -1999035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1999068.250000 Penalty: 3126.994873
	Iteration 14Q: 3 clusters Score -1999068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1999090.750000 Penalty: 3126.994873
	Iteration 15Q: 3 clusters Score -1999091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1999108.125000 Penalty: 3126.994873
	Iteration 16Q: 3 clusters Score -1999108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1999112.500000 Penalty: 3126.994873
	Iteration 17Q: 3 clusters Score -1999112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1999116.625000 Penalty: 3126.994873
	Iteration 18Q: 3 clusters Score -1999117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1999117.125000 Penalty: 3126.994873
	Iteration 19Q: 3 clusters Score -1999117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1999118.500000 Penalty: 3126.994873
	Iteration 20F: 3 clusters Score -1999118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Entering Unmasked Estep 
Score: -1591934.125000 Penalty: 1535.366943
	Iteration 0F: 2 clusters Score -1591934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1583005.000000 Penalty: 3070.733887
	Iteration 0F: 3 clusters Score -1583005 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1585976.375000 Penalty: 3070.733887
	Iteration 1F: 3 clusters Score -1585976 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1586226.125000 Penalty: 3070.733887
	Iteration 2F: 3 clusters Score -1586226 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1586410.500000 Penalty: 3070.733887
	Iteration 3Q: 3 clusters Score -1586410 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1586555.000000 Penalty: 3070.733887
	Iteration 4Q: 3 clusters Score -1586555 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1586707.500000 Penalty: 3070.733887
	Iteration 5Q: 3 clusters Score -1586708 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1586885.625000 Penalty: 3070.733887
	Iteration 6Q: 3 clusters Score -1586886 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1587076.125000 Penalty: 3070.733887
	Iteration 7Q: 3 clusters Score -1587076 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1587326.125000 Penalty: 3070.733887
	Iteration 8Q: 3 clusters Score -1587326 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1587624.375000 Penalty: 3070.733887
	Iteration 9Q: 3 clusters Score -1587624 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1588006.625000 Penalty: 3070.733887
	Iteration 10Q: 3 clusters Score -1588007 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1588439.250000 Penalty: 3070.733887
	Iteration 11Q: 3 clusters Score -1588439 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1588875.750000 Penalty: 3070.733887
	Iteration 12Q: 3 clusters Score -1588876 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1589286.125000 Penalty: 3070.733887
	Iteration 13Q: 3 clusters Score -1589286 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1589637.875000 Penalty: 3070.733887
	Iteration 14Q: 3 clusters Score -1589638 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1589928.750000 Penalty: 3070.733887
	Iteration 15Q: 3 clusters Score -1589929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1590148.750000 Penalty: 3070.733887
	Iteration 16Q: 3 clusters Score -1590149 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1590309.875000 Penalty: 3070.733887
	Iteration 17Q: 3 clusters Score -1590310 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1590412.000000 Penalty: 3070.733887
	Iteration 18Q: 3 clusters Score -1590412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1590462.250000 Penalty: 3070.733887
	Iteration 19Q: 3 clusters Score -1590462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1590498.875000 Penalty: 3070.733887
	Iteration 20F: 3 clusters Score -1590499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1590526.875000 Penalty: 3070.733887
	Iteration 21Q: 3 clusters Score -1590527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1590547.375000 Penalty: 3070.733887
	Iteration 22Q: 3 clusters Score -1590547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1590559.750000 Penalty: 3070.733887
	Iteration 23Q: 3 clusters Score -1590560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1590572.125000 Penalty: 3070.733887
	Iteration 24Q: 3 clusters Score -1590572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1590576.250000 Penalty: 3070.733887
	Iteration 25Q: 3 clusters Score -1590576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1590584.250000 Penalty: 3070.733887
	Iteration 26Q: 3 clusters Score -1590584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1590591.000000 Penalty: 3070.733887
	Iteration 27Q: 3 clusters Score -1590591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1590592.750000 Penalty: 3070.733887
	Iteration 28Q: 3 clusters Score -1590593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1590596.375000 Penalty: 3070.733887
	Iteration 29Q: 3 clusters Score -1590596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1590598.500000 Penalty: 3070.733887
	Iteration 30Q: 3 clusters Score -1590598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1590602.375000 Penalty: 3070.733887
	Iteration 31Q: 3 clusters Score -1590602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1590604.125000 Penalty: 3070.733887
	Iteration 32Q: 3 clusters Score -1590604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1590607.500000 Penalty: 3070.733887
	Iteration 33Q: 3 clusters Score -1590608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1590615.500000 Penalty: 3070.733887
	Iteration 34Q: 3 clusters Score -1590616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1590617.000000 Penalty: 3070.733887
	Iteration 35Q: 3 clusters Score -1590617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1590617.875000 Penalty: 3070.733887
	Iteration 36Q: 3 clusters Score -1590618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1590619.250000 Penalty: 3070.733887
	Iteration 37Q: 3 clusters Score -1590619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1590619.250000 Penalty: 3070.733887
	Iteration 38Q: 3 clusters Score -1590619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1590620.625000 Penalty: 3070.733887
	Iteration 39Q: 3 clusters Score -1590621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1590620.625000 Penalty: 3070.733887
	Iteration 40F: 3 clusters Score -1590621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Entering Unmasked Estep 
Score: -6343894.000000 Penalty: 1750.871216
	Iteration 0F: 2 clusters Score -6343894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6311972.000000 Penalty: 3501.742432
	Iteration 0F: 3 clusters Score -6311972 nChanged 22481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -6324448.000000 Penalty: 3501.742432
	Iteration 1F: 3 clusters Score -6324448 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -6324863.500000 Penalty: 3501.742432
	Iteration 2Q: 3 clusters Score -6324864 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -6325373.000000 Penalty: 3501.742432
	Iteration 3Q: 3 clusters Score -6325373 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6326083.500000 Penalty: 3501.742432
	Iteration 4Q: 3 clusters Score -6326084 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -6327099.500000 Penalty: 3501.742432
	Iteration 5Q: 3 clusters Score -6327100 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6328743.500000 Penalty: 3501.742432
	Iteration 6F: 3 clusters Score -6328744 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -6331347.500000 Penalty: 3501.742432
	Iteration 7F: 3 clusters Score -6331348 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6334737.000000 Penalty: 3501.742432
	Iteration 8F: 3 clusters Score -6334737 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6338119.000000 Penalty: 3501.742432
	Iteration 9F: 3 clusters Score -6338119 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6340451.500000 Penalty: 3501.742432
	Iteration 10F: 3 clusters Score -6340452 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6341623.500000 Penalty: 3501.742432
	Iteration 11Q: 3 clusters Score -6341624 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6342021.500000 Penalty: 3501.742432
	Iteration 12Q: 3 clusters Score -6342022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6342168.000000 Penalty: 3501.742432
	Iteration 13Q: 3 clusters Score -6342168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6342233.000000 Penalty: 3501.742432
	Iteration 14Q: 3 clusters Score -6342233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6342256.000000 Penalty: 3501.742432
	Iteration 15Q: 3 clusters Score -6342256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6342285.000000 Penalty: 3501.742432
	Iteration 16Q: 3 clusters Score -6342285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6342300.000000 Penalty: 3501.742432
	Iteration 17Q: 3 clusters Score -6342300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6342308.000000 Penalty: 3501.742432
	Iteration 18Q: 3 clusters Score -6342308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6342310.000000 Penalty: 3501.742432
	Iteration 19Q: 3 clusters Score -6342310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6342311.000000 Penalty: 3501.742432
	Iteration 20F: 3 clusters Score -6342311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -334482.656250 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -334482.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -331935.750000 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -331935.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332495.843750 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -332495.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -332621.437500 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -332621.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -332711.281250 Penalty: 2558.547852
	Iteration 3F: 3 clusters Score -332711.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -332788.500000 Penalty: 2558.547852
	Iteration 4Q: 3 clusters Score -332788.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -332826.593750 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -332826.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -332859.343750 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -332859.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -332885.062500 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -332885.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -332903.000000 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -332903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332923.562500 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -332923.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -332943.500000 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -332943.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332964.406250 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -332964.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -332982.718750 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -332982.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -333002.437500 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -333002.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -333020.031250 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -333020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -333037.750000 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -333037.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -333051.687500 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -333051.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -333069.031250 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -333069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -333086.968750 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -333087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -333105.781250 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -333105.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -333118.312500 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -333118.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -333123.625000 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -333123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -333125.968750 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -333126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -333126.593750 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -333126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -333128.687500 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -333128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -333130.656250 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -333130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -333132.031250 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -333132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -333133.562500 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -333133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -333134.968750 Penalty: 2558.547852
	Iteration 28Q: 3 clusters Score -333135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -333137.281250 Penalty: 2558.547852
	Iteration 29Q: 3 clusters Score -333137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -333139.000000 Penalty: 2558.547852
	Iteration 30Q: 3 clusters Score -333139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -333141.750000 Penalty: 2558.547852
	Iteration 31Q: 3 clusters Score -333141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -333146.531250 Penalty: 2558.547852
	Iteration 32Q: 3 clusters Score -333146.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -333153.250000 Penalty: 2558.547852
	Iteration 33Q: 3 clusters Score -333153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -333159.406250 Penalty: 2558.547852
	Iteration 34Q: 3 clusters Score -333159.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333165.906250 Penalty: 2558.547852
	Iteration 35Q: 3 clusters Score -333165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -333170.187500 Penalty: 2558.547852
	Iteration 36Q: 3 clusters Score -333170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333171.875000 Penalty: 2558.547852
	Iteration 37Q: 3 clusters Score -333171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333172.000000 Penalty: 2558.547852
	Iteration 38Q: 3 clusters Score -333172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -333171.906250 Penalty: 2558.547852
	Iteration 39Q: 3 clusters Score -333171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333172.875000 Penalty: 2558.547852
	Iteration 40F: 3 clusters Score -333172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333173.500000 Penalty: 2558.547852
	Iteration 41Q: 3 clusters Score -333173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333173.500000 Penalty: 2558.547852
	Iteration 42F: 3 clusters Score -333173.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -1017730.187500 Penalty: 1453.468262
	Iteration 0F: 2 clusters Score -1017730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1012081.437500 Penalty: 2906.936523
	Iteration 0F: 3 clusters Score -1012081 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1013749.437500 Penalty: 2906.936523
	Iteration 1F: 3 clusters Score -1013749 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1013945.187500 Penalty: 2906.936523
	Iteration 2F: 3 clusters Score -1013945 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1014081.125000 Penalty: 2906.936523
	Iteration 3Q: 3 clusters Score -1014081 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1014174.562500 Penalty: 2906.936523
	Iteration 4Q: 3 clusters Score -1014175 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1014251.937500 Penalty: 2906.936523
	Iteration 5Q: 3 clusters Score -1014252 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1014317.187500 Penalty: 2906.936523
	Iteration 6Q: 3 clusters Score -1014317 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1014380.687500 Penalty: 2906.936523
	Iteration 7Q: 3 clusters Score -1014381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1014446.187500 Penalty: 2906.936523
	Iteration 8Q: 3 clusters Score -1014446 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1014507.812500 Penalty: 2906.936523
	Iteration 9Q: 3 clusters Score -1014508 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1014575.125000 Penalty: 2906.936523
	Iteration 10Q: 3 clusters Score -1014575 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1014656.437500 Penalty: 2906.936523
	Iteration 11Q: 3 clusters Score -1014656 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1014758.187500 Penalty: 2906.936523
	Iteration 12Q: 3 clusters Score -1014758 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1014893.687500 Penalty: 2906.936523
	Iteration 13Q: 3 clusters Score -1014894 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1015097.562500 Penalty: 2906.936523
	Iteration 14Q: 3 clusters Score -1015098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1015362.812500 Penalty: 2906.936523
	Iteration 15Q: 3 clusters Score -1015363 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1015609.812500 Penalty: 2906.936523
	Iteration 16Q: 3 clusters Score -1015610 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1015853.812500 Penalty: 2906.936523
	Iteration 17Q: 3 clusters Score -1015854 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1016077.687500 Penalty: 2906.936523
	Iteration 18Q: 3 clusters Score -1016078 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1016220.687500 Penalty: 2906.936523
	Iteration 19Q: 3 clusters Score -1016221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1016306.937500 Penalty: 2906.936523
	Iteration 20F: 3 clusters Score -1016307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1016371.562500 Penalty: 2906.936523
	Iteration 21Q: 3 clusters Score -1016372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1016409.062500 Penalty: 2906.936523
	Iteration 22Q: 3 clusters Score -1016409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1016426.750000 Penalty: 2906.936523
	Iteration 23Q: 3 clusters Score -1016427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1016439.000000 Penalty: 2906.936523
	Iteration 24Q: 3 clusters Score -1016439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1016442.625000 Penalty: 2906.936523
	Iteration 25Q: 3 clusters Score -1016443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1016452.437500 Penalty: 2906.936523
	Iteration 26Q: 3 clusters Score -1016452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1016453.437500 Penalty: 2906.936523
	Iteration 27Q: 3 clusters Score -1016453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1016456.312500 Penalty: 2906.936523
	Iteration 28Q: 3 clusters Score -1016456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1016457.875000 Penalty: 2906.936523
	Iteration 29Q: 3 clusters Score -1016458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1016457.812500 Penalty: 2906.936523
	Iteration 30Q: 3 clusters Score -1016458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1016457.812500 Penalty: 2906.936523
	Iteration 31F: 3 clusters Score -1016458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6852.455078 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6852.455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6967.800293 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -6967.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7128.621094 Penalty: 1558.631958
	Iteration 2Q: 3 clusters Score -7128.621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7142.850586 Penalty: 1558.631958
	Iteration 3Q: 3 clusters Score -7142.851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7150.127930 Penalty: 1558.631958
	Iteration 4F: 3 clusters Score -7150.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7183.598145 Penalty: 1558.631958
	Iteration 5Q: 3 clusters Score -7183.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7190.581055 Penalty: 1558.631958
	Iteration 6Q: 3 clusters Score -7190.581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7190.581055 Penalty: 1558.631958
	Iteration 7F: 3 clusters Score -7190.581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -618178.812500 Penalty: 1378.254517
	Iteration 0F: 2 clusters Score -618178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -614263.250000 Penalty: 2756.509033
	Iteration 0F: 3 clusters Score -614263.2 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -615307.312500 Penalty: 2756.509033
	Iteration 1F: 3 clusters Score -615307.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -615468.750000 Penalty: 2756.509033
	Iteration 2F: 3 clusters Score -615468.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -615573.187500 Penalty: 2756.509033
	Iteration 3Q: 3 clusters Score -615573.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -615661.125000 Penalty: 2756.509033
	Iteration 4Q: 3 clusters Score -615661.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -615733.750000 Penalty: 2756.509033
	Iteration 5Q: 3 clusters Score -615733.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -615796.750000 Penalty: 2756.509033
	Iteration 6Q: 3 clusters Score -615796.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -615860.062500 Penalty: 2756.509033
	Iteration 7Q: 3 clusters Score -615860.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -615910.437500 Penalty: 2756.509033
	Iteration 8Q: 3 clusters Score -615910.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -615960.375000 Penalty: 2756.509033
	Iteration 9Q: 3 clusters Score -615960.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -616011.500000 Penalty: 2756.509033
	Iteration 10Q: 3 clusters Score -616011.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -616070.562500 Penalty: 2756.509033
	Iteration 11Q: 3 clusters Score -616070.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -616134.187500 Penalty: 2756.509033
	Iteration 12Q: 3 clusters Score -616134.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -616232.000000 Penalty: 2756.509033
	Iteration 13Q: 3 clusters Score -616232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -616351.062500 Penalty: 2756.509033
	Iteration 14Q: 3 clusters Score -616351.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -616486.062500 Penalty: 2756.509033
	Iteration 15Q: 3 clusters Score -616486.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -616611.125000 Penalty: 2756.509033
	Iteration 16Q: 3 clusters Score -616611.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -616683.062500 Penalty: 2756.509033
	Iteration 17Q: 3 clusters Score -616683.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -616723.062500 Penalty: 2756.509033
	Iteration 18Q: 3 clusters Score -616723.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -616745.250000 Penalty: 2756.509033
	Iteration 19Q: 3 clusters Score -616745.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -616760.312500 Penalty: 2756.509033
	Iteration 20F: 3 clusters Score -616760.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -616771.500000 Penalty: 2756.509033
	Iteration 21Q: 3 clusters Score -616771.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -616784.875000 Penalty: 2756.509033
	Iteration 22Q: 3 clusters Score -616784.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -616795.500000 Penalty: 2756.509033
	Iteration 23Q: 3 clusters Score -616795.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -616799.187500 Penalty: 2756.509033
	Iteration 24Q: 3 clusters Score -616799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -616801.625000 Penalty: 2756.509033
	Iteration 25Q: 3 clusters Score -616801.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -616802.750000 Penalty: 2756.509033
	Iteration 26Q: 3 clusters Score -616802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -616804.625000 Penalty: 2756.509033
	Iteration 27Q: 3 clusters Score -616804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -616807.375000 Penalty: 2756.509033
	Iteration 28Q: 3 clusters Score -616807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -616808.875000 Penalty: 2756.509033
	Iteration 29Q: 3 clusters Score -616808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -616810.375000 Penalty: 2756.509033
	Iteration 30Q: 3 clusters Score -616810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -616811.062500 Penalty: 2756.509033
	Iteration 31Q: 3 clusters Score -616811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -616814.375000 Penalty: 2756.509033
	Iteration 32Q: 3 clusters Score -616814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -616815.875000 Penalty: 2756.509033
	Iteration 33Q: 3 clusters Score -616815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -616818.687500 Penalty: 2756.509033
	Iteration 34Q: 3 clusters Score -616818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -616819.750000 Penalty: 2756.509033
	Iteration 35Q: 3 clusters Score -616819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -616819.875000 Penalty: 2756.509033
	Iteration 36Q: 3 clusters Score -616819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -616822.125000 Penalty: 2756.509033
	Iteration 37Q: 3 clusters Score -616822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -616823.000000 Penalty: 2756.509033
	Iteration 38Q: 3 clusters Score -616823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -616823.750000 Penalty: 2756.509033
	Iteration 39Q: 3 clusters Score -616823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -616824.875000 Penalty: 2756.509033
	Iteration 40F: 3 clusters Score -616824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -616826.312500 Penalty: 2756.509033
	Iteration 41Q: 3 clusters Score -616826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -616826.437500 Penalty: 2756.509033
	Iteration 42Q: 3 clusters Score -616826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -616826.625000 Penalty: 2756.509033
	Iteration 43Q: 3 clusters Score -616826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -616828.312500 Penalty: 2756.509033
	Iteration 44Q: 3 clusters Score -616828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -616828.062500 Penalty: 2756.509033
	Iteration 45Q: 3 clusters Score -616828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -616829.250000 Penalty: 2756.509033
	Iteration 46Q: 3 clusters Score -616829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -616829.625000 Penalty: 2756.509033
	Iteration 47Q: 3 clusters Score -616829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -616829.750000 Penalty: 2756.509033
	Iteration 48Q: 3 clusters Score -616829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -616829.437500 Penalty: 2756.509033
	Iteration 49Q: 3 clusters Score -616829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -616830.312500 Penalty: 2756.509033
	Iteration 50Q: 3 clusters Score -616830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -616830.312500 Penalty: 2756.509033
	Iteration 51F: 3 clusters Score -616830.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (79624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Entering Unmasked Estep 
Score: -10530362.000000 Penalty: 1833.823975
	Iteration 0F: 2 clusters Score -1.053036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -10478860.000000 Penalty: 3667.647949
	Iteration 0F: 3 clusters Score -1.047886e+07 nChanged 37917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10500787.000000 Penalty: 3667.647949
	Iteration 1F: 3 clusters Score -1.050079e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -10501319.000000 Penalty: 3667.647949
	Iteration 2Q: 3 clusters Score -1.050132e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -10501821.000000 Penalty: 3667.647949
	Iteration 3Q: 3 clusters Score -1.050182e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -10502347.000000 Penalty: 3667.647949
	Iteration 4Q: 3 clusters Score -1.050235e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -10503010.000000 Penalty: 3667.647949
	Iteration 5Q: 3 clusters Score -1.050301e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -10503681.000000 Penalty: 3667.647949
	Iteration 6Q: 3 clusters Score -1.050368e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -10504459.000000 Penalty: 3667.647949
	Iteration 7Q: 3 clusters Score -1.050446e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -10505173.000000 Penalty: 3667.647949
	Iteration 8Q: 3 clusters Score -1.050517e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -10505925.000000 Penalty: 3667.647949
	Iteration 9Q: 3 clusters Score -1.050592e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -10506719.000000 Penalty: 3667.647949
	Iteration 10Q: 3 clusters Score -1.050672e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -10507374.000000 Penalty: 3667.647949
	Iteration 11Q: 3 clusters Score -1.050737e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -10508029.000000 Penalty: 3667.647949
	Iteration 12Q: 3 clusters Score -1.050803e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -10508590.000000 Penalty: 3667.647949
	Iteration 13Q: 3 clusters Score -1.050859e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -10509030.000000 Penalty: 3667.647949
	Iteration 14Q: 3 clusters Score -1.050903e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -10509459.000000 Penalty: 3667.647949
	Iteration 15Q: 3 clusters Score -1.050946e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -10509911.000000 Penalty: 3667.647949
	Iteration 16Q: 3 clusters Score -1.050991e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -10510411.000000 Penalty: 3667.647949
	Iteration 17Q: 3 clusters Score -1.051041e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -10510976.000000 Penalty: 3667.647949
	Iteration 18Q: 3 clusters Score -1.051098e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -10511657.000000 Penalty: 3667.647949
	Iteration 19Q: 3 clusters Score -1.051166e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -10512557.000000 Penalty: 3667.647949
	Iteration 20F: 3 clusters Score -1.051256e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -10513851.000000 Penalty: 3667.647949
	Iteration 21Q: 3 clusters Score -1.051385e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -10515512.000000 Penalty: 3667.647949
	Iteration 22Q: 3 clusters Score -1.051551e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -10517817.000000 Penalty: 3667.647949
	Iteration 23Q: 3 clusters Score -1.051782e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -10520608.000000 Penalty: 3667.647949
	Iteration 24F: 3 clusters Score -1.052061e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -10523880.000000 Penalty: 3667.647949
	Iteration 25Q: 3 clusters Score -1.052388e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -10526870.000000 Penalty: 3667.647949
	Iteration 26Q: 3 clusters Score -1.052687e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10528229.000000 Penalty: 3667.647949
	Iteration 27Q: 3 clusters Score -1.052823e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -10528599.000000 Penalty: 3667.647949
	Iteration 28Q: 3 clusters Score -1.05286e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -10528714.000000 Penalty: 3667.647949
	Iteration 29Q: 3 clusters Score -1.052871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -10528742.000000 Penalty: 3667.647949
	Iteration 30Q: 3 clusters Score -1.052874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -10528783.000000 Penalty: 3667.647949
	Iteration 31Q: 3 clusters Score -1.052878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -10528781.000000 Penalty: 3667.647949
	Iteration 32Q: 3 clusters Score -1.052878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -10528801.000000 Penalty: 3667.647949
	Iteration 33Q: 3 clusters Score -1.05288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -10528811.000000 Penalty: 3667.647949
	Iteration 34Q: 3 clusters Score -1.052881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10528808.000000 Penalty: 3667.647949
	Iteration 35Q: 3 clusters Score -1.052881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10528808.000000 Penalty: 3667.647949
	Iteration 36F: 3 clusters Score -1.052881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -1283092.750000 Penalty: 1489.707886
	Iteration 0F: 2 clusters Score -1283093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1276186.000000 Penalty: 2979.415771
	Iteration 0F: 3 clusters Score -1276186 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1278381.875000 Penalty: 2979.415771
	Iteration 1F: 3 clusters Score -1278382 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1278601.250000 Penalty: 2979.415771
	Iteration 2F: 3 clusters Score -1278601 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1278765.500000 Penalty: 2979.415771
	Iteration 3Q: 3 clusters Score -1278766 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1278898.125000 Penalty: 2979.415771
	Iteration 4Q: 3 clusters Score -1278898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1278993.000000 Penalty: 2979.415771
	Iteration 5Q: 3 clusters Score -1278993 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1279087.250000 Penalty: 2979.415771
	Iteration 6Q: 3 clusters Score -1279087 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1279174.875000 Penalty: 2979.415771
	Iteration 7Q: 3 clusters Score -1279175 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1279263.125000 Penalty: 2979.415771
	Iteration 8Q: 3 clusters Score -1279263 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1279351.625000 Penalty: 2979.415771
	Iteration 9Q: 3 clusters Score -1279352 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1279460.375000 Penalty: 2979.415771
	Iteration 10Q: 3 clusters Score -1279460 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1279590.500000 Penalty: 2979.415771
	Iteration 11Q: 3 clusters Score -1279590 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1279727.375000 Penalty: 2979.415771
	Iteration 12Q: 3 clusters Score -1279727 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1279900.375000 Penalty: 2979.415771
	Iteration 13Q: 3 clusters Score -1279900 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1280110.125000 Penalty: 2979.415771
	Iteration 14Q: 3 clusters Score -1280110 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1280367.500000 Penalty: 2979.415771
	Iteration 15Q: 3 clusters Score -1280368 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1280662.125000 Penalty: 2979.415771
	Iteration 16Q: 3 clusters Score -1280662 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1280935.250000 Penalty: 2979.415771
	Iteration 17Q: 3 clusters Score -1280935 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1281183.250000 Penalty: 2979.415771
	Iteration 18Q: 3 clusters Score -1281183 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1281379.375000 Penalty: 2979.415771
	Iteration 19Q: 3 clusters Score -1281379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1281532.250000 Penalty: 2979.415771
	Iteration 20F: 3 clusters Score -1281532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1281635.500000 Penalty: 2979.415771
	Iteration 21Q: 3 clusters Score -1281636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1281693.625000 Penalty: 2979.415771
	Iteration 22Q: 3 clusters Score -1281694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1281716.875000 Penalty: 2979.415771
	Iteration 23Q: 3 clusters Score -1281717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1281740.500000 Penalty: 2979.415771
	Iteration 24Q: 3 clusters Score -1281740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1281757.375000 Penalty: 2979.415771
	Iteration 25Q: 3 clusters Score -1281757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1281769.125000 Penalty: 2979.415771
	Iteration 26Q: 3 clusters Score -1281769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1281781.125000 Penalty: 2979.415771
	Iteration 27Q: 3 clusters Score -1281781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1281792.375000 Penalty: 2979.415771
	Iteration 28Q: 3 clusters Score -1281792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1281804.625000 Penalty: 2979.415771
	Iteration 29Q: 3 clusters Score -1281805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1281813.000000 Penalty: 2979.415771
	Iteration 30Q: 3 clusters Score -1281813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1281812.750000 Penalty: 2979.415771
	Iteration 31Q: 3 clusters Score -1281813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1281815.750000 Penalty: 2979.415771
	Iteration 32Q: 3 clusters Score -1281816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1281821.375000 Penalty: 2979.415771
	Iteration 33Q: 3 clusters Score -1281821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1281823.250000 Penalty: 2979.415771
	Iteration 34Q: 3 clusters Score -1281823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1281825.000000 Penalty: 2979.415771
	Iteration 35Q: 3 clusters Score -1281825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1281826.250000 Penalty: 2979.415771
	Iteration 36Q: 3 clusters Score -1281826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1281826.250000 Penalty: 2979.415771
	Iteration 37F: 3 clusters Score -1281826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -235481.437500 Penalty: 1224.138306
	Iteration 0F: 2 clusters Score -235481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -233482.968750 Penalty: 2448.276611
	Iteration 0F: 3 clusters Score -233483 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -233915.843750 Penalty: 2448.276611
	Iteration 1F: 3 clusters Score -233915.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234038.328125 Penalty: 2448.276611
	Iteration 2F: 3 clusters Score -234038.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -234107.968750 Penalty: 2448.276611
	Iteration 3F: 3 clusters Score -234108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234151.640625 Penalty: 2448.276611
	Iteration 4Q: 3 clusters Score -234151.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234183.125000 Penalty: 2448.276611
	Iteration 5Q: 3 clusters Score -234183.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234200.468750 Penalty: 2448.276611
	Iteration 6Q: 3 clusters Score -234200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234215.750000 Penalty: 2448.276611
	Iteration 7Q: 3 clusters Score -234215.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -234222.156250 Penalty: 2448.276611
	Iteration 8Q: 3 clusters Score -234222.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234228.984375 Penalty: 2448.276611
	Iteration 9Q: 3 clusters Score -234229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234237.640625 Penalty: 2448.276611
	Iteration 10Q: 3 clusters Score -234237.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234245.343750 Penalty: 2448.276611
	Iteration 11Q: 3 clusters Score -234245.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234255.187500 Penalty: 2448.276611
	Iteration 12Q: 3 clusters Score -234255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -234263.609375 Penalty: 2448.276611
	Iteration 13Q: 3 clusters Score -234263.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234270.328125 Penalty: 2448.276611
	Iteration 14Q: 3 clusters Score -234270.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -234277.000000 Penalty: 2448.276611
	Iteration 15Q: 3 clusters Score -234277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -234283.453125 Penalty: 2448.276611
	Iteration 16Q: 3 clusters Score -234283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234286.078125 Penalty: 2448.276611
	Iteration 17Q: 3 clusters Score -234286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234289.359375 Penalty: 2448.276611
	Iteration 18Q: 3 clusters Score -234289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234292.609375 Penalty: 2448.276611
	Iteration 19Q: 3 clusters Score -234292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234295.156250 Penalty: 2448.276611
	Iteration 20F: 3 clusters Score -234295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234296.437500 Penalty: 2448.276611
	Iteration 21Q: 3 clusters Score -234296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234297.250000 Penalty: 2448.276611
	Iteration 22Q: 3 clusters Score -234297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234299.640625 Penalty: 2448.276611
	Iteration 23Q: 3 clusters Score -234299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234301.312500 Penalty: 2448.276611
	Iteration 24Q: 3 clusters Score -234301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234303.156250 Penalty: 2448.276611
	Iteration 25Q: 3 clusters Score -234303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234303.375000 Penalty: 2448.276611
	Iteration 26Q: 3 clusters Score -234303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234304.015625 Penalty: 2448.276611
	Iteration 27Q: 3 clusters Score -234304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234305.015625 Penalty: 2448.276611
	Iteration 28Q: 3 clusters Score -234305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234306.578125 Penalty: 2448.276611
	Iteration 29Q: 3 clusters Score -234306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234307.906250 Penalty: 2448.276611
	Iteration 30Q: 3 clusters Score -234307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234308.281250 Penalty: 2448.276611
	Iteration 31Q: 3 clusters Score -234308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234308.765625 Penalty: 2448.276611
	Iteration 32Q: 3 clusters Score -234308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234308.765625 Penalty: 2448.276611
	Iteration 33F: 3 clusters Score -234308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -402526.875000 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -402526.9 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 1549 members 
Entering Unmasked Estep 
Score: -399800.437500 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -399800.4 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400455.562500 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -400455.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -400580.125000 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -400580.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -400645.875000 Penalty: 2608.611572
	Iteration 3Q: 3 clusters Score -400645.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -400687.156250 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -400687.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -400715.906250 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -400715.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -400736.437500 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -400736.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -400749.031250 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -400749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -400761.562500 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -400761.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -400771.218750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -400771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -400777.375000 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -400777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -400780.968750 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -400781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -400784.281250 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -400784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -400786.625000 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -400786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -400788.218750 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -400788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -400790.218750 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -400790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -400792.437500 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -400792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -400794.875000 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -400794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -400796.406250 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -400796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -400797.500000 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -400797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -400801.937500 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -400801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -400807.000000 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -400807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -400810.093750 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -400810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -400811.031250 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -400811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -400813.125000 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -400813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -400812.750000 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -400812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -400812.312500 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -400812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -400812.312500 Penalty: 2608.611572
	Iteration 27F: 3 clusters Score -400812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Entering Unmasked Estep 
Score: -2993255.250000 Penalty: 1630.430542
	Iteration 0F: 2 clusters Score -2993255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2977749.000000 Penalty: 3260.861084
	Iteration 0F: 3 clusters Score -2977749 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2983283.750000 Penalty: 3260.861084
	Iteration 1F: 3 clusters Score -2983284 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2983645.500000 Penalty: 3260.861084
	Iteration 2Q: 3 clusters Score -2983646 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2984047.250000 Penalty: 3260.861084
	Iteration 3Q: 3 clusters Score -2984047 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2984485.500000 Penalty: 3260.861084
	Iteration 4Q: 3 clusters Score -2984486 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2985017.750000 Penalty: 3260.861084
	Iteration 5Q: 3 clusters Score -2985018 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2985742.750000 Penalty: 3260.861084
	Iteration 6F: 3 clusters Score -2985743 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2986660.500000 Penalty: 3260.861084
	Iteration 7F: 3 clusters Score -2986660 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2987563.250000 Penalty: 3260.861084
	Iteration 8F: 3 clusters Score -2987563 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2988454.750000 Penalty: 3260.861084
	Iteration 9F: 3 clusters Score -2988455 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2989083.750000 Penalty: 3260.861084
	Iteration 10Q: 3 clusters Score -2989084 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2989374.000000 Penalty: 3260.861084
	Iteration 11Q: 3 clusters Score -2989374 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2989524.000000 Penalty: 3260.861084
	Iteration 12Q: 3 clusters Score -2989524 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2989612.000000 Penalty: 3260.861084
	Iteration 13Q: 3 clusters Score -2989612 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2989679.750000 Penalty: 3260.861084
	Iteration 14Q: 3 clusters Score -2989680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2989721.250000 Penalty: 3260.861084
	Iteration 15Q: 3 clusters Score -2989721 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2989777.250000 Penalty: 3260.861084
	Iteration 16Q: 3 clusters Score -2989777 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2989815.500000 Penalty: 3260.861084
	Iteration 17Q: 3 clusters Score -2989816 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2989858.250000 Penalty: 3260.861084
	Iteration 18Q: 3 clusters Score -2989858 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2989904.250000 Penalty: 3260.861084
	Iteration 19Q: 3 clusters Score -2989904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2989959.250000 Penalty: 3260.861084
	Iteration 20F: 3 clusters Score -2989959 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2989996.250000 Penalty: 3260.861084
	Iteration 21Q: 3 clusters Score -2989996 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2990074.500000 Penalty: 3260.861084
	Iteration 22Q: 3 clusters Score -2990074 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2990159.500000 Penalty: 3260.861084
	Iteration 23Q: 3 clusters Score -2990160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2990230.500000 Penalty: 3260.861084
	Iteration 24Q: 3 clusters Score -2990230 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2990302.000000 Penalty: 3260.861084
	Iteration 25Q: 3 clusters Score -2990302 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2990386.000000 Penalty: 3260.861084
	Iteration 26Q: 3 clusters Score -2990386 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2990472.000000 Penalty: 3260.861084
	Iteration 27Q: 3 clusters Score -2990472 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2990585.250000 Penalty: 3260.861084
	Iteration 28Q: 3 clusters Score -2990585 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2990686.000000 Penalty: 3260.861084
	Iteration 29Q: 3 clusters Score -2990686 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2990805.500000 Penalty: 3260.861084
	Iteration 30Q: 3 clusters Score -2990806 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2990930.000000 Penalty: 3260.861084
	Iteration 31Q: 3 clusters Score -2990930 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2991046.500000 Penalty: 3260.861084
	Iteration 32Q: 3 clusters Score -2991046 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2991185.750000 Penalty: 3260.861084
	Iteration 33Q: 3 clusters Score -2991186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2991307.250000 Penalty: 3260.861084
	Iteration 34Q: 3 clusters Score -2991307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2991397.750000 Penalty: 3260.861084
	Iteration 35Q: 3 clusters Score -2991398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2991464.250000 Penalty: 3260.861084
	Iteration 36Q: 3 clusters Score -2991464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2991527.750000 Penalty: 3260.861084
	Iteration 37Q: 3 clusters Score -2991528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2991579.500000 Penalty: 3260.861084
	Iteration 38Q: 3 clusters Score -2991580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2991628.500000 Penalty: 3260.861084
	Iteration 39Q: 3 clusters Score -2991628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2991670.250000 Penalty: 3260.861084
	Iteration 40F: 3 clusters Score -2991670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2991703.750000 Penalty: 3260.861084
	Iteration 41Q: 3 clusters Score -2991704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2991730.250000 Penalty: 3260.861084
	Iteration 42Q: 3 clusters Score -2991730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2991753.000000 Penalty: 3260.861084
	Iteration 43Q: 3 clusters Score -2991753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2991756.000000 Penalty: 3260.861084
	Iteration 44Q: 3 clusters Score -2991756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2991773.500000 Penalty: 3260.861084
	Iteration 45Q: 3 clusters Score -2991774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2991791.000000 Penalty: 3260.861084
	Iteration 46Q: 3 clusters Score -2991791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2991802.500000 Penalty: 3260.861084
	Iteration 47Q: 3 clusters Score -2991802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2991821.750000 Penalty: 3260.861084
	Iteration 48Q: 3 clusters Score -2991822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2991828.500000 Penalty: 3260.861084
	Iteration 49Q: 3 clusters Score -2991828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2991836.750000 Penalty: 3260.861084
	Iteration 50Q: 3 clusters Score -2991837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2991835.250000 Penalty: 3260.861084
	Iteration 51Q: 3 clusters Score -2991835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2991833.250000 Penalty: 3260.861084
	Iteration 52Q: 3 clusters Score -2991833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2991843.000000 Penalty: 3260.861084
	Iteration 53Q: 3 clusters Score -2991843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2991846.000000 Penalty: 3260.861084
	Iteration 54Q: 3 clusters Score -2991846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2991848.500000 Penalty: 3260.861084
	Iteration 55Q: 3 clusters Score -2991848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2991853.000000 Penalty: 3260.861084
	Iteration 56Q: 3 clusters Score -2991853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2991861.750000 Penalty: 3260.861084
	Iteration 57Q: 3 clusters Score -2991862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2991863.250000 Penalty: 3260.861084
	Iteration 58Q: 3 clusters Score -2991863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2991865.500000 Penalty: 3260.861084
	Iteration 59Q: 3 clusters Score -2991866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2991865.500000 Penalty: 3260.861084
	Iteration 60F: 3 clusters Score -2991866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Entering Unmasked Estep 
Score: -2027370.375000 Penalty: 1566.390625
	Iteration 0F: 2 clusters Score -2027370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2016639.625000 Penalty: 3132.781250
	Iteration 0F: 3 clusters Score -2016640 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2020471.625000 Penalty: 3132.781250
	Iteration 1F: 3 clusters Score -2020472 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2021009.500000 Penalty: 3132.781250
	Iteration 2F: 3 clusters Score -2021010 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2021758.500000 Penalty: 3132.781250
	Iteration 3F: 3 clusters Score -2021758 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2022741.625000 Penalty: 3132.781250
	Iteration 4F: 3 clusters Score -2022742 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2023837.625000 Penalty: 3132.781250
	Iteration 5F: 3 clusters Score -2023838 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2025011.750000 Penalty: 3132.781250
	Iteration 6F: 3 clusters Score -2025012 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2025938.750000 Penalty: 3132.781250
	Iteration 7F: 3 clusters Score -2025939 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2026541.125000 Penalty: 3132.781250
	Iteration 8Q: 3 clusters Score -2026541 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2026863.375000 Penalty: 3132.781250
	Iteration 9Q: 3 clusters Score -2026863 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2026994.875000 Penalty: 3132.781250
	Iteration 10Q: 3 clusters Score -2026995 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2027053.000000 Penalty: 3132.781250
	Iteration 11Q: 3 clusters Score -2027053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2027073.625000 Penalty: 3132.781250
	Iteration 12Q: 3 clusters Score -2027074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2027084.375000 Penalty: 3132.781250
	Iteration 13Q: 3 clusters Score -2027084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2027091.000000 Penalty: 3132.781250
	Iteration 14Q: 3 clusters Score -2027091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2027092.500000 Penalty: 3132.781250
	Iteration 15Q: 3 clusters Score -2027092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2027093.875000 Penalty: 3132.781250
	Iteration 16Q: 3 clusters Score -2027094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2027094.125000 Penalty: 3132.781250
	Iteration 17Q: 3 clusters Score -2027094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2027093.625000 Penalty: 3132.781250
	Iteration 18Q: 3 clusters Score -2027094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2027094.625000 Penalty: 3132.781250
	Iteration 19Q: 3 clusters Score -2027095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2027096.625000 Penalty: 3132.781250
	Iteration 20F: 3 clusters Score -2027097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2027096.250000 Penalty: 3132.781250
	Iteration 21Q: 3 clusters Score -2027096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2027098.250000 Penalty: 3132.781250
	Iteration 22Q: 3 clusters Score -2027098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2027096.750000 Penalty: 3132.781250
	Iteration 23Q: 3 clusters Score -2027097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2027097.125000 Penalty: 3132.781250
	Iteration 24Q: 3 clusters Score -2027097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2027098.375000 Penalty: 3132.781250
	Iteration 25Q: 3 clusters Score -2027098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2027098.375000 Penalty: 3132.781250
	Iteration 26F: 3 clusters Score -2027098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (65299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Entering Unmasked Estep 
Score: -8677417.000000 Penalty: 1801.593994
	Iteration 0F: 2 clusters Score -8677417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8634859.000000 Penalty: 3603.187988
	Iteration 0F: 3 clusters Score -8634859 nChanged 30649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -8652946.000000 Penalty: 3603.187988
	Iteration 1F: 3 clusters Score -8652946 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -8653869.000000 Penalty: 3603.187988
	Iteration 2Q: 3 clusters Score -8653869 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -8655203.000000 Penalty: 3603.187988
	Iteration 3Q: 3 clusters Score -8655203 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -8657044.000000 Penalty: 3603.187988
	Iteration 4F: 3 clusters Score -8657044 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -8659931.000000 Penalty: 3603.187988
	Iteration 5F: 3 clusters Score -8659931 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -8663941.000000 Penalty: 3603.187988
	Iteration 6F: 3 clusters Score -8663941 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8668672.000000 Penalty: 3603.187988
	Iteration 7F: 3 clusters Score -8668672 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8672359.000000 Penalty: 3603.187988
	Iteration 8F: 3 clusters Score -8672359 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8674519.000000 Penalty: 3603.187988
	Iteration 9Q: 3 clusters Score -8674519 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8675365.000000 Penalty: 3603.187988
	Iteration 10Q: 3 clusters Score -8675365 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8675626.000000 Penalty: 3603.187988
	Iteration 11Q: 3 clusters Score -8675626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8675748.000000 Penalty: 3603.187988
	Iteration 12Q: 3 clusters Score -8675748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8675768.000000 Penalty: 3603.187988
	Iteration 13Q: 3 clusters Score -8675768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8675794.000000 Penalty: 3603.187988
	Iteration 14Q: 3 clusters Score -8675794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8675814.000000 Penalty: 3603.187988
	Iteration 15Q: 3 clusters Score -8675814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8675824.000000 Penalty: 3603.187988
	Iteration 16Q: 3 clusters Score -8675824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8675831.000000 Penalty: 3603.187988
	Iteration 17Q: 3 clusters Score -8675831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8675832.000000 Penalty: 3603.187988
	Iteration 18Q: 3 clusters Score -8675832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8675837.000000 Penalty: 3603.187988
	Iteration 19Q: 3 clusters Score -8675837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8675840.000000 Penalty: 3603.187988
	Iteration 20F: 3 clusters Score -8675840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (103139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Entering Unmasked Estep 
Score: -13587486.000000 Penalty: 1875.872803
	Iteration 0F: 2 clusters Score -1.358749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -13533859.000000 Penalty: 3751.745605
	Iteration 0F: 3 clusters Score -1.353386e+07 nChanged 49417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -13561978.000000 Penalty: 3751.745605
	Iteration 1F: 3 clusters Score -1.356198e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -13562522.000000 Penalty: 3751.745605
	Iteration 2Q: 3 clusters Score -1.356252e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -13563240.000000 Penalty: 3751.745605
	Iteration 3Q: 3 clusters Score -1.356324e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -13564428.000000 Penalty: 3751.745605
	Iteration 4Q: 3 clusters Score -1.356443e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -13566175.000000 Penalty: 3751.745605
	Iteration 5Q: 3 clusters Score -1.356618e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -13568818.000000 Penalty: 3751.745605
	Iteration 6F: 3 clusters Score -1.356882e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -13572672.000000 Penalty: 3751.745605
	Iteration 7F: 3 clusters Score -1.357267e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -13578019.000000 Penalty: 3751.745605
	Iteration 8F: 3 clusters Score -1.357802e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -13583779.000000 Penalty: 3751.745605
	Iteration 9F: 3 clusters Score -1.358378e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -13589108.000000 Penalty: 3751.745605
	Iteration 10F: 3 clusters Score -1.358911e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -13592360.000000 Penalty: 3751.745605
	Iteration 11F: 3 clusters Score -1.359236e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -13593981.000000 Penalty: 3751.745605
	Iteration 12Q: 3 clusters Score -1.359398e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -13595135.000000 Penalty: 3751.745605
	Iteration 13Q: 3 clusters Score -1.359514e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -13595996.000000 Penalty: 3751.745605
	Iteration 14Q: 3 clusters Score -1.3596e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -13596381.000000 Penalty: 3751.745605
	Iteration 15Q: 3 clusters Score -1.359638e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -13596512.000000 Penalty: 3751.745605
	Iteration 16Q: 3 clusters Score -1.359651e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -13596706.000000 Penalty: 3751.745605
	Iteration 17Q: 3 clusters Score -1.359671e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -13596852.000000 Penalty: 3751.745605
	Iteration 18Q: 3 clusters Score -1.359685e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -13596956.000000 Penalty: 3751.745605
	Iteration 19Q: 3 clusters Score -1.359696e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -13596977.000000 Penalty: 3751.745605
	Iteration 20F: 3 clusters Score -1.359698e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -13597014.000000 Penalty: 3751.745605
	Iteration 21Q: 3 clusters Score -1.359701e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -13597025.000000 Penalty: 3751.745605
	Iteration 22Q: 3 clusters Score -1.359702e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -13597063.000000 Penalty: 3751.745605
	Iteration 23Q: 3 clusters Score -1.359706e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -13597057.000000 Penalty: 3751.745605
	Iteration 24Q: 3 clusters Score -1.359706e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -13597088.000000 Penalty: 3751.745605
	Iteration 25Q: 3 clusters Score -1.359709e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -13597092.000000 Penalty: 3751.745605
	Iteration 26Q: 3 clusters Score -1.359709e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -13597127.000000 Penalty: 3751.745605
	Iteration 27Q: 3 clusters Score -1.359713e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -13597137.000000 Penalty: 3751.745605
	Iteration 28Q: 3 clusters Score -1.359714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -13597119.000000 Penalty: 3751.745605
	Iteration 29Q: 3 clusters Score -1.359712e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -13597122.000000 Penalty: 3751.745605
	Iteration 30Q: 3 clusters Score -1.359712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -13597095.000000 Penalty: 3751.745605
	Iteration 31Q: 3 clusters Score -1.35971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -13597101.000000 Penalty: 3751.745605
	Iteration 32Q: 3 clusters Score -1.35971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -13597115.000000 Penalty: 3751.745605
	Iteration 33Q: 3 clusters Score -1.359712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -13597111.000000 Penalty: 3751.745605
	Iteration 34Q: 3 clusters Score -1.359711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -13597111.000000 Penalty: 3751.745605
	Iteration 35Q: 3 clusters Score -1.359711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -13597115.000000 Penalty: 3751.745605
	Iteration 36Q: 3 clusters Score -1.359712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -13597128.000000 Penalty: 3751.745605
	Iteration 37Q: 3 clusters Score -1.359713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -13597130.000000 Penalty: 3751.745605
	Iteration 38Q: 3 clusters Score -1.359713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -13597132.000000 Penalty: 3751.745605
	Iteration 39Q: 3 clusters Score -1.359713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -13597121.000000 Penalty: 3751.745605
	Iteration 40F: 3 clusters Score -1.359712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -13597121.000000 Penalty: 3751.745605
	Iteration 41Q: 3 clusters Score -1.359712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -13597126.000000 Penalty: 3751.745605
	Iteration 42Q: 3 clusters Score -1.359713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -13597129.000000 Penalty: 3751.745605
	Iteration 43Q: 3 clusters Score -1.359713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -13597126.000000 Penalty: 3751.745605
	Iteration 44Q: 3 clusters Score -1.359713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -13597126.000000 Penalty: 3751.745605
	Iteration 45F: 3 clusters Score -1.359713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 74190 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 13 contains 16540 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 51598 members 
Mstep: Class 18 contains 63206 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 15426 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 15086 members 
Mstep: Class 26 contains 12688 members 
Mstep: Class 27 contains 47791 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4825 members 
Mstep: Class 32 contains 79624 members 
Mstep: Class 33 contains 9580 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 22775 members 
Mstep: Class 37 contains 15357 members 
Mstep: Class 38 contains 65299 members 
Mstep: Class 39 contains 51976 members 
Mstep: Class 40 contains 85688 members 
Mstep: Class 41 contains 71301 members 
Mstep: Class 42 contains 51163 members 
Entering Unmasked Estep 
Score: -127790800.000000 Penalty: 94294.750000
Splitting cluster 39 changes total score from -127782232.000000 to -127790800.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 40 (85688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Entering Unmasked Estep 
Score: -11350681.000000 Penalty: 1845.751099
	Iteration 0F: 2 clusters Score -1.135068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -11298189.000000 Penalty: 3691.502197
	Iteration 0F: 3 clusters Score -1.129819e+07 nChanged 40843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -11321802.000000 Penalty: 3691.502197
	Iteration 1F: 3 clusters Score -1.13218e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -11322492.000000 Penalty: 3691.502197
	Iteration 2Q: 3 clusters Score -1.132249e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -11323277.000000 Penalty: 3691.502197
	Iteration 3Q: 3 clusters Score -1.132328e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -11324339.000000 Penalty: 3691.502197
	Iteration 4Q: 3 clusters Score -1.132434e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -11325769.000000 Penalty: 3691.502197
	Iteration 5Q: 3 clusters Score -1.132577e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -11327665.000000 Penalty: 3691.502197
	Iteration 6Q: 3 clusters Score -1.132766e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -11330435.000000 Penalty: 3691.502197
	Iteration 7F: 3 clusters Score -1.133044e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -11333991.000000 Penalty: 3691.502197
	Iteration 8F: 3 clusters Score -1.133399e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -11338357.000000 Penalty: 3691.502197
	Iteration 9F: 3 clusters Score -1.133836e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -11341739.000000 Penalty: 3691.502197
	Iteration 10F: 3 clusters Score -1.134174e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -11343907.000000 Penalty: 3691.502197
	Iteration 11Q: 3 clusters Score -1.134391e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -11345231.000000 Penalty: 3691.502197
	Iteration 12Q: 3 clusters Score -1.134523e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -11346552.000000 Penalty: 3691.502197
	Iteration 13Q: 3 clusters Score -1.134655e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -11347868.000000 Penalty: 3691.502197
	Iteration 14Q: 3 clusters Score -1.134787e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -11349183.000000 Penalty: 3691.502197
	Iteration 15Q: 3 clusters Score -1.134918e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -11350273.000000 Penalty: 3691.502197
	Iteration 16Q: 3 clusters Score -1.135027e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -11351096.000000 Penalty: 3691.502197
	Iteration 17Q: 3 clusters Score -1.13511e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -11351532.000000 Penalty: 3691.502197
	Iteration 18Q: 3 clusters Score -1.135153e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -11351852.000000 Penalty: 3691.502197
	Iteration 19Q: 3 clusters Score -1.135185e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -11352042.000000 Penalty: 3691.502197
	Iteration 20F: 3 clusters Score -1.135204e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -11352142.000000 Penalty: 3691.502197
	Iteration 21Q: 3 clusters Score -1.135214e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -11352220.000000 Penalty: 3691.502197
	Iteration 22Q: 3 clusters Score -1.135222e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -11352285.000000 Penalty: 3691.502197
	Iteration 23Q: 3 clusters Score -1.135228e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -11352311.000000 Penalty: 3691.502197
	Iteration 24Q: 3 clusters Score -1.135231e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -11352334.000000 Penalty: 3691.502197
	Iteration 25Q: 3 clusters Score -1.135233e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -11352376.000000 Penalty: 3691.502197
	Iteration 26Q: 3 clusters Score -1.135238e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -11352402.000000 Penalty: 3691.502197
	Iteration 27Q: 3 clusters Score -1.13524e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -11352395.000000 Penalty: 3691.502197
	Iteration 28Q: 3 clusters Score -1.13524e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -11352372.000000 Penalty: 3691.502197
	Iteration 29Q: 3 clusters Score -1.135237e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -11352372.000000 Penalty: 3691.502197
	Iteration 30Q: 3 clusters Score -1.135237e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -11352382.000000 Penalty: 3691.502197
	Iteration 31Q: 3 clusters Score -1.135238e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -11352407.000000 Penalty: 3691.502197
	Iteration 32Q: 3 clusters Score -1.135241e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -11352393.000000 Penalty: 3691.502197
	Iteration 33Q: 3 clusters Score -1.135239e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -11352397.000000 Penalty: 3691.502197
	Iteration 34Q: 3 clusters Score -1.13524e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -11352428.000000 Penalty: 3691.502197
	Iteration 35Q: 3 clusters Score -1.135243e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -11352450.000000 Penalty: 3691.502197
	Iteration 36Q: 3 clusters Score -1.135245e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -11352468.000000 Penalty: 3691.502197
	Iteration 37Q: 3 clusters Score -1.135247e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -11352467.000000 Penalty: 3691.502197
	Iteration 38Q: 3 clusters Score -1.135247e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -11352422.000000 Penalty: 3691.502197
	Iteration 39Q: 3 clusters Score -1.135242e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -11352443.000000 Penalty: 3691.502197
	Iteration 40F: 3 clusters Score -1.135244e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -11352428.000000 Penalty: 3691.502197
	Iteration 41Q: 3 clusters Score -1.135243e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -11352433.000000 Penalty: 3691.502197
	Iteration 42Q: 3 clusters Score -1.135243e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -11352389.000000 Penalty: 3691.502197
	Iteration 43Q: 3 clusters Score -1.135239e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -11352338.000000 Penalty: 3691.502197
	Iteration 44Q: 3 clusters Score -1.135234e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -11352219.000000 Penalty: 3691.502197
	Iteration 45Q: 3 clusters Score -1.135222e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -11352133.000000 Penalty: 3691.502197
	Iteration 46Q: 3 clusters Score -1.135213e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -11352050.000000 Penalty: 3691.502197
	Iteration 47Q: 3 clusters Score -1.135205e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -11351941.000000 Penalty: 3691.502197
	Iteration 48Q: 3 clusters Score -1.135194e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -11351834.000000 Penalty: 3691.502197
	Iteration 49Q: 3 clusters Score -1.135183e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -11351858.000000 Penalty: 3691.502197
	Iteration 50Q: 3 clusters Score -1.135186e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -11351807.000000 Penalty: 3691.502197
	Iteration 51Q: 3 clusters Score -1.135181e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -11351800.000000 Penalty: 3691.502197
	Iteration 52Q: 3 clusters Score -1.13518e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -11351810.000000 Penalty: 3691.502197
	Iteration 53Q: 3 clusters Score -1.135181e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -11351774.000000 Penalty: 3691.502197
	Iteration 54Q: 3 clusters Score -1.135177e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -11351725.000000 Penalty: 3691.502197
	Iteration 55Q: 3 clusters Score -1.135172e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -11351671.000000 Penalty: 3691.502197
	Iteration 56Q: 3 clusters Score -1.135167e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -11351587.000000 Penalty: 3691.502197
	Iteration 57Q: 3 clusters Score -1.135159e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -11351500.000000 Penalty: 3691.502197
	Iteration 58Q: 3 clusters Score -1.13515e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -11351434.000000 Penalty: 3691.502197
	Iteration 59Q: 3 clusters Score -1.135143e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -11351400.000000 Penalty: 3691.502197
	Iteration 60F: 3 clusters Score -1.13514e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -11351401.000000 Penalty: 3691.502197
	Iteration 61Q: 3 clusters Score -1.13514e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -11351310.000000 Penalty: 3691.502197
	Iteration 62Q: 3 clusters Score -1.135131e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -11351276.000000 Penalty: 3691.502197
	Iteration 63Q: 3 clusters Score -1.135128e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -11351231.000000 Penalty: 3691.502197
	Iteration 64Q: 3 clusters Score -1.135123e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -11351208.000000 Penalty: 3691.502197
	Iteration 65Q: 3 clusters Score -1.135121e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -11351139.000000 Penalty: 3691.502197
	Iteration 66Q: 3 clusters Score -1.135114e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -11351073.000000 Penalty: 3691.502197
	Iteration 67Q: 3 clusters Score -1.135107e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -11350987.000000 Penalty: 3691.502197
	Iteration 68Q: 3 clusters Score -1.135099e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -11350948.000000 Penalty: 3691.502197
	Iteration 69Q: 3 clusters Score -1.135095e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -11350936.000000 Penalty: 3691.502197
	Iteration 70Q: 3 clusters Score -1.135094e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -11350936.000000 Penalty: 3691.502197
	Iteration 71Q: 3 clusters Score -1.135094e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -11350886.000000 Penalty: 3691.502197
	Iteration 72Q: 3 clusters Score -1.135089e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -11350844.000000 Penalty: 3691.502197
	Iteration 73Q: 3 clusters Score -1.135084e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -11350812.000000 Penalty: 3691.502197
	Iteration 74Q: 3 clusters Score -1.135081e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -11350801.000000 Penalty: 3691.502197
	Iteration 75Q: 3 clusters Score -1.13508e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -11350761.000000 Penalty: 3691.502197
	Iteration 76Q: 3 clusters Score -1.135076e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -11350728.000000 Penalty: 3691.502197
	Iteration 77Q: 3 clusters Score -1.135073e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -11350731.000000 Penalty: 3691.502197
	Iteration 78Q: 3 clusters Score -1.135073e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -11350717.000000 Penalty: 3691.502197
	Iteration 79Q: 3 clusters Score -1.135072e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -11350707.000000 Penalty: 3691.502197
	Iteration 80F: 3 clusters Score -1.135071e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -11350686.000000 Penalty: 3691.502197
	Iteration 81Q: 3 clusters Score -1.135069e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -11350683.000000 Penalty: 3691.502197
	Iteration 82Q: 3 clusters Score -1.135068e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -11350649.000000 Penalty: 3691.502197
	Iteration 83Q: 3 clusters Score -1.135065e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -11350637.000000 Penalty: 3691.502197
	Iteration 84Q: 3 clusters Score -1.135064e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -11350577.000000 Penalty: 3691.502197
	Iteration 85Q: 3 clusters Score -1.135058e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -11350531.000000 Penalty: 3691.502197
	Iteration 86Q: 3 clusters Score -1.135053e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -11350516.000000 Penalty: 3691.502197
	Iteration 87Q: 3 clusters Score -1.135052e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -11350513.000000 Penalty: 3691.502197
	Iteration 88Q: 3 clusters Score -1.135051e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -11350482.000000 Penalty: 3691.502197
	Iteration 89Q: 3 clusters Score -1.135048e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -11350468.000000 Penalty: 3691.502197
	Iteration 90Q: 3 clusters Score -1.135047e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -11350427.000000 Penalty: 3691.502197
	Iteration 91Q: 3 clusters Score -1.135043e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -11350376.000000 Penalty: 3691.502197
	Iteration 92Q: 3 clusters Score -1.135038e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -11350338.000000 Penalty: 3691.502197
	Iteration 93Q: 3 clusters Score -1.135034e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -11350304.000000 Penalty: 3691.502197
	Iteration 94Q: 3 clusters Score -1.13503e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -11350250.000000 Penalty: 3691.502197
	Iteration 95Q: 3 clusters Score -1.135025e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -11350294.000000 Penalty: 3691.502197
	Iteration 96Q: 3 clusters Score -1.135029e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -11350263.000000 Penalty: 3691.502197
	Iteration 97Q: 3 clusters Score -1.135026e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -11350270.000000 Penalty: 3691.502197
	Iteration 98Q: 3 clusters Score -1.135027e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -11350242.000000 Penalty: 3691.502197
	Iteration 99Q: 3 clusters Score -1.135024e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -11350202.000000 Penalty: 3691.502197
	Iteration 100F: 3 clusters Score -1.13502e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -11350135.000000 Penalty: 3691.502197
	Iteration 101Q: 3 clusters Score -1.135014e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -11350115.000000 Penalty: 3691.502197
	Iteration 102Q: 3 clusters Score -1.135012e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -11350073.000000 Penalty: 3691.502197
	Iteration 103Q: 3 clusters Score -1.135007e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -11350014.000000 Penalty: 3691.502197
	Iteration 104Q: 3 clusters Score -1.135001e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -11349972.000000 Penalty: 3691.502197
	Iteration 105Q: 3 clusters Score -1.134997e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -11349955.000000 Penalty: 3691.502197
	Iteration 106Q: 3 clusters Score -1.134996e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -11349957.000000 Penalty: 3691.502197
	Iteration 107Q: 3 clusters Score -1.134996e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -11349959.000000 Penalty: 3691.502197
	Iteration 108Q: 3 clusters Score -1.134996e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -11349923.000000 Penalty: 3691.502197
	Iteration 109Q: 3 clusters Score -1.134992e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -11349880.000000 Penalty: 3691.502197
	Iteration 110Q: 3 clusters Score -1.134988e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -11349872.000000 Penalty: 3691.502197
	Iteration 111Q: 3 clusters Score -1.134987e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -11349863.000000 Penalty: 3691.502197
	Iteration 112Q: 3 clusters Score -1.134986e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -11349874.000000 Penalty: 3691.502197
	Iteration 113Q: 3 clusters Score -1.134987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -11349820.000000 Penalty: 3691.502197
	Iteration 114Q: 3 clusters Score -1.134982e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -11349816.000000 Penalty: 3691.502197
	Iteration 115Q: 3 clusters Score -1.134982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -11349841.000000 Penalty: 3691.502197
	Iteration 116Q: 3 clusters Score -1.134984e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -11349789.000000 Penalty: 3691.502197
	Iteration 117Q: 3 clusters Score -1.134979e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -11349780.000000 Penalty: 3691.502197
	Iteration 118Q: 3 clusters Score -1.134978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -11349764.000000 Penalty: 3691.502197
	Iteration 119Q: 3 clusters Score -1.134976e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -11349764.000000 Penalty: 3691.502197
	Iteration 120F: 3 clusters Score -1.134976e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -11349746.000000 Penalty: 3691.502197
	Iteration 121Q: 3 clusters Score -1.134975e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -11349701.000000 Penalty: 3691.502197
	Iteration 122Q: 3 clusters Score -1.13497e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -11349672.000000 Penalty: 3691.502197
	Iteration 123Q: 3 clusters Score -1.134967e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -11349650.000000 Penalty: 3691.502197
	Iteration 124Q: 3 clusters Score -1.134965e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -11349643.000000 Penalty: 3691.502197
	Iteration 125Q: 3 clusters Score -1.134964e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -11349630.000000 Penalty: 3691.502197
	Iteration 126Q: 3 clusters Score -1.134963e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -11349626.000000 Penalty: 3691.502197
	Iteration 127Q: 3 clusters Score -1.134963e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -11349622.000000 Penalty: 3691.502197
	Iteration 128Q: 3 clusters Score -1.134962e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -11349581.000000 Penalty: 3691.502197
	Iteration 129Q: 3 clusters Score -1.134958e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -11349549.000000 Penalty: 3691.502197
	Iteration 130Q: 3 clusters Score -1.134955e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -11349534.000000 Penalty: 3691.502197
	Iteration 131Q: 3 clusters Score -1.134953e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -11349531.000000 Penalty: 3691.502197
	Iteration 132Q: 3 clusters Score -1.134953e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -11349520.000000 Penalty: 3691.502197
	Iteration 133Q: 3 clusters Score -1.134952e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -11349525.000000 Penalty: 3691.502197
	Iteration 134Q: 3 clusters Score -1.134952e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -11349482.000000 Penalty: 3691.502197
	Iteration 135Q: 3 clusters Score -1.134948e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -11349478.000000 Penalty: 3691.502197
	Iteration 136Q: 3 clusters Score -1.134948e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -11349471.000000 Penalty: 3691.502197
	Iteration 137Q: 3 clusters Score -1.134947e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -11349453.000000 Penalty: 3691.502197
	Iteration 138Q: 3 clusters Score -1.134945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -11349469.000000 Penalty: 3691.502197
	Iteration 139Q: 3 clusters Score -1.134947e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -11349457.000000 Penalty: 3691.502197
	Iteration 140F: 3 clusters Score -1.134946e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -11349426.000000 Penalty: 3691.502197
	Iteration 141Q: 3 clusters Score -1.134943e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -11349460.000000 Penalty: 3691.502197
	Iteration 142Q: 3 clusters Score -1.134946e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -11349476.000000 Penalty: 3691.502197
	Iteration 143Q: 3 clusters Score -1.134948e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -11349482.000000 Penalty: 3691.502197
	Iteration 144Q: 3 clusters Score -1.134948e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -11349461.000000 Penalty: 3691.502197
	Iteration 145Q: 3 clusters Score -1.134946e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -11349467.000000 Penalty: 3691.502197
	Iteration 146Q: 3 clusters Score -1.134947e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -11349476.000000 Penalty: 3691.502197
	Iteration 147Q: 3 clusters Score -1.134948e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -11349482.000000 Penalty: 3691.502197
	Iteration 148Q: 3 clusters Score -1.134948e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -11349469.000000 Penalty: 3691.502197
	Iteration 149Q: 3 clusters Score -1.134947e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -11349485.000000 Penalty: 3691.502197
	Iteration 150Q: 3 clusters Score -1.134948e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -11349474.000000 Penalty: 3691.502197
	Iteration 151Q: 3 clusters Score -1.134947e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -11349516.000000 Penalty: 3691.502197
	Iteration 152Q: 3 clusters Score -1.134952e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -11349499.000000 Penalty: 3691.502197
	Iteration 153Q: 3 clusters Score -1.13495e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -11349500.000000 Penalty: 3691.502197
	Iteration 154Q: 3 clusters Score -1.13495e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -11349513.000000 Penalty: 3691.502197
	Iteration 155Q: 3 clusters Score -1.134951e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -11349501.000000 Penalty: 3691.502197
	Iteration 156Q: 3 clusters Score -1.13495e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -11349494.000000 Penalty: 3691.502197
	Iteration 157Q: 3 clusters Score -1.134949e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -11349503.000000 Penalty: 3691.502197
	Iteration 158Q: 3 clusters Score -1.13495e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -11349526.000000 Penalty: 3691.502197
	Iteration 159Q: 3 clusters Score -1.134953e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -11349512.000000 Penalty: 3691.502197
	Iteration 160F: 3 clusters Score -1.134951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -11349515.000000 Penalty: 3691.502197
	Iteration 161Q: 3 clusters Score -1.134952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -11349504.000000 Penalty: 3691.502197
	Iteration 162Q: 3 clusters Score -1.13495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -11349500.000000 Penalty: 3691.502197
	Iteration 163Q: 3 clusters Score -1.13495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -11349502.000000 Penalty: 3691.502197
	Iteration 164Q: 3 clusters Score -1.13495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -11349499.000000 Penalty: 3691.502197
	Iteration 165Q: 3 clusters Score -1.13495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -11349480.000000 Penalty: 3691.502197
	Iteration 166Q: 3 clusters Score -1.134948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -11349485.000000 Penalty: 3691.502197
	Iteration 167Q: 3 clusters Score -1.134948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -11349484.000000 Penalty: 3691.502197
	Iteration 168Q: 3 clusters Score -1.134948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -11349475.000000 Penalty: 3691.502197
	Iteration 169Q: 3 clusters Score -1.134948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -11349479.000000 Penalty: 3691.502197
	Iteration 170Q: 3 clusters Score -1.134948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -11349474.000000 Penalty: 3691.502197
	Iteration 171Q: 3 clusters Score -1.134947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -11349474.000000 Penalty: 3691.502197
	Iteration 172Q: 3 clusters Score -1.134947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -11349492.000000 Penalty: 3691.502197
	Iteration 173Q: 3 clusters Score -1.134949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 84596 members 
Entering Unmasked Estep 
Score: -11349501.000000 Penalty: 3691.502197
	Iteration 174Q: 3 clusters Score -1.13495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -11349492.000000 Penalty: 3691.502197
	Iteration 175Q: 3 clusters Score -1.134949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -11349499.000000 Penalty: 3691.502197
	Iteration 176Q: 3 clusters Score -1.13495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -11349501.000000 Penalty: 3691.502197
	Iteration 177Q: 3 clusters Score -1.13495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -11349502.000000 Penalty: 3691.502197
	Iteration 178Q: 3 clusters Score -1.13495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -11349499.000000 Penalty: 3691.502197
	Iteration 179Q: 3 clusters Score -1.13495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -11349484.000000 Penalty: 3691.502197
	Iteration 180F: 3 clusters Score -1.134948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -11349493.000000 Penalty: 3691.502197
	Iteration 181Q: 3 clusters Score -1.134949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -11349487.000000 Penalty: 3691.502197
	Iteration 182Q: 3 clusters Score -1.134949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -11349477.000000 Penalty: 3691.502197
	Iteration 183Q: 3 clusters Score -1.134948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -11349486.000000 Penalty: 3691.502197
	Iteration 184Q: 3 clusters Score -1.134949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -11349482.000000 Penalty: 3691.502197
	Iteration 185Q: 3 clusters Score -1.134948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -11349483.000000 Penalty: 3691.502197
	Iteration 186Q: 3 clusters Score -1.134948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -11349493.000000 Penalty: 3691.502197
	Iteration 187Q: 3 clusters Score -1.134949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -11349494.000000 Penalty: 3691.502197
	Iteration 188Q: 3 clusters Score -1.134949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -11349503.000000 Penalty: 3691.502197
	Iteration 189Q: 3 clusters Score -1.13495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -11349500.000000 Penalty: 3691.502197
	Iteration 190Q: 3 clusters Score -1.13495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -11349496.000000 Penalty: 3691.502197
	Iteration 191Q: 3 clusters Score -1.13495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -11349498.000000 Penalty: 3691.502197
	Iteration 192Q: 3 clusters Score -1.13495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -11349508.000000 Penalty: 3691.502197
	Iteration 193Q: 3 clusters Score -1.134951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -11349494.000000 Penalty: 3691.502197
	Iteration 194Q: 3 clusters Score -1.134949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -11349492.000000 Penalty: 3691.502197
	Iteration 195Q: 3 clusters Score -1.134949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -11349479.000000 Penalty: 3691.502197
	Iteration 196Q: 3 clusters Score -1.134948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -11349479.000000 Penalty: 3691.502197
	Iteration 197F: 3 clusters Score -1.134948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (71301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Entering Unmasked Estep 
Score: -9460634.000000 Penalty: 1815.883179
	Iteration 0F: 2 clusters Score -9460634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -9414672.000000 Penalty: 3631.766357
	Iteration 0F: 3 clusters Score -9414672 nChanged 33798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -9434146.000000 Penalty: 3631.766357
	Iteration 1F: 3 clusters Score -9434146 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -9434825.000000 Penalty: 3631.766357
	Iteration 2Q: 3 clusters Score -9434825 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -9436086.000000 Penalty: 3631.766357
	Iteration 3Q: 3 clusters Score -9436086 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -9438111.000000 Penalty: 3631.766357
	Iteration 4F: 3 clusters Score -9438111 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -9441732.000000 Penalty: 3631.766357
	Iteration 5F: 3 clusters Score -9441732 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -9447195.000000 Penalty: 3631.766357
	Iteration 6F: 3 clusters Score -9447195 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -9453044.000000 Penalty: 3631.766357
	Iteration 7F: 3 clusters Score -9453044 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9456908.000000 Penalty: 3631.766357
	Iteration 8F: 3 clusters Score -9456908 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9458420.000000 Penalty: 3631.766357
	Iteration 9Q: 3 clusters Score -9458420 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9458818.000000 Penalty: 3631.766357
	Iteration 10Q: 3 clusters Score -9458818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9458948.000000 Penalty: 3631.766357
	Iteration 11Q: 3 clusters Score -9458948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9459002.000000 Penalty: 3631.766357
	Iteration 12Q: 3 clusters Score -9459002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9459011.000000 Penalty: 3631.766357
	Iteration 13Q: 3 clusters Score -9459011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9459027.000000 Penalty: 3631.766357
	Iteration 14Q: 3 clusters Score -9459027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9459039.000000 Penalty: 3631.766357
	Iteration 15Q: 3 clusters Score -9459039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9459054.000000 Penalty: 3631.766357
	Iteration 16Q: 3 clusters Score -9459054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9459073.000000 Penalty: 3631.766357
	Iteration 17Q: 3 clusters Score -9459073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9459091.000000 Penalty: 3631.766357
	Iteration 18Q: 3 clusters Score -9459091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9459103.000000 Penalty: 3631.766357
	Iteration 19Q: 3 clusters Score -9459103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9459097.000000 Penalty: 3631.766357
	Iteration 20F: 3 clusters Score -9459097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9459096.000000 Penalty: 3631.766357
	Iteration 21Q: 3 clusters Score -9459096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9459100.000000 Penalty: 3631.766357
	Iteration 22Q: 3 clusters Score -9459100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9459106.000000 Penalty: 3631.766357
	Iteration 23Q: 3 clusters Score -9459106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9459110.000000 Penalty: 3631.766357
	Iteration 24Q: 3 clusters Score -9459110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9459110.000000 Penalty: 3631.766357
	Iteration 25F: 3 clusters Score -9459110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 74190 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 13 contains 16540 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 51598 members 
Mstep: Class 18 contains 63206 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 15426 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 15086 members 
Mstep: Class 26 contains 12688 members 
Mstep: Class 27 contains 47791 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4825 members 
Mstep: Class 32 contains 79624 members 
Mstep: Class 33 contains 9580 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3061 members 
Mstep: Class 36 contains 22775 members 
Mstep: Class 37 contains 15357 members 
Mstep: Class 38 contains 65299 members 
Mstep: Class 39 contains 51976 members 
Mstep: Class 40 contains 85688 members 
Mstep: Class 41 contains 71301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792344.000000 Penalty: 94294.750000
Iteration 399Q: 43 clusters Score -1.277923e+08 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 74274 members 
Mstep: Class 7 contains 5997 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 59903 members 
Mstep: Class 12 contains 48888 members 
Mstep: Class 13 contains 16544 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 51485 members 
Mstep: Class 18 contains 63355 members 
Mstep: Class 19 contains 15950 members 
Mstep: Class 20 contains 15427 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 15063 members 
Mstep: Class 26 contains 12833 members 
Mstep: Class 27 contains 47060 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 79503 members 
Mstep: Class 33 contains 9538 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3057 members 
Mstep: Class 36 contains 22094 members 
Mstep: Class 37 contains 15352 members 
Mstep: Class 38 contains 66279 members 
Mstep: Class 39 contains 52636 members 
Mstep: Class 40 contains 86015 members 
Mstep: Class 41 contains 70974 members 
Mstep: Class 42 contains 50717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795256.000000 Penalty: 94294.750000
Iteration 400F: 43 clusters Score -1.277953e+08 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 73823 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 12728 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 59346 members 
Mstep: Class 12 contains 48826 members 
Mstep: Class 13 contains 16528 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 25295 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 51277 members 
Mstep: Class 18 contains 63422 members 
Mstep: Class 19 contains 15936 members 
Mstep: Class 20 contains 15393 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3798 members 
Mstep: Class 25 contains 13427 members 
Mstep: Class 26 contains 12617 members 
Mstep: Class 27 contains 46296 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 79373 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 21351 members 
Mstep: Class 37 contains 15348 members 
Mstep: Class 38 contains 67621 members 
Mstep: Class 39 contains 53191 members 
Mstep: Class 40 contains 85610 members 
Mstep: Class 41 contains 70711 members 
Mstep: Class 42 contains 54335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795512.000000 Penalty: 94294.750000
Iteration 401Q: 43 clusters Score -1.277955e+08 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 73505 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 8 contains 12727 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 59050 members 
Mstep: Class 12 contains 48760 members 
Mstep: Class 13 contains 16524 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 25386 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 51133 members 
Mstep: Class 18 contains 63529 members 
Mstep: Class 19 contains 15918 members 
Mstep: Class 20 contains 15372 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19755 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3796 members 
Mstep: Class 25 contains 12068 members 
Mstep: Class 26 contains 12483 members 
Mstep: Class 27 contains 45575 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 7660 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 79229 members 
Mstep: Class 33 contains 9446 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 20626 members 
Mstep: Class 37 contains 15347 members 
Mstep: Class 38 contains 68859 members 
Mstep: Class 39 contains 53580 members 
Mstep: Class 40 contains 85228 members 
Mstep: Class 41 contains 70494 members 
Mstep: Class 42 contains 57189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796256.000000 Penalty: 94294.750000
Iteration 402Q: 43 clusters Score -1.277963e+08 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 73259 members 
Mstep: Class 7 contains 5954 members 
Mstep: Class 8 contains 12735 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 58762 members 
Mstep: Class 12 contains 48741 members 
Mstep: Class 13 contains 16528 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 25483 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 50987 members 
Mstep: Class 18 contains 63685 members 
Mstep: Class 19 contains 15920 members 
Mstep: Class 20 contains 15354 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19748 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 10965 members 
Mstep: Class 26 contains 12381 members 
Mstep: Class 27 contains 44866 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7660 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 79066 members 
Mstep: Class 33 contains 9407 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 19937 members 
Mstep: Class 37 contains 15345 members 
Mstep: Class 38 contains 70019 members 
Mstep: Class 39 contains 53585 members 
Mstep: Class 40 contains 84817 members 
Mstep: Class 41 contains 70316 members 
Mstep: Class 42 contains 59939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796600.000000 Penalty: 94294.750000
Iteration 403Q: 43 clusters Score -1.277966e+08 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 73066 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 58287 members 
Mstep: Class 12 contains 48739 members 
Mstep: Class 13 contains 16541 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 25611 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 50829 members 
Mstep: Class 18 contains 63840 members 
Mstep: Class 19 contains 15918 members 
Mstep: Class 20 contains 15353 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19746 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 3787 members 
Mstep: Class 25 contains 9985 members 
Mstep: Class 26 contains 12304 members 
Mstep: Class 27 contains 44152 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7650 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 78879 members 
Mstep: Class 33 contains 9348 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3043 members 
Mstep: Class 36 contains 19305 members 
Mstep: Class 37 contains 15340 members 
Mstep: Class 38 contains 71267 members 
Mstep: Class 39 contains 53608 members 
Mstep: Class 40 contains 84361 members 
Mstep: Class 41 contains 70183 members 
Mstep: Class 42 contains 62526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796000.000000 Penalty: 94294.750000
Iteration 404Q: 43 clusters Score -1.27796e+08 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 72921 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 12 contains 48730 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 15 contains 25746 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 50662 members 
Mstep: Class 18 contains 63991 members 
Mstep: Class 19 contains 15920 members 
Mstep: Class 20 contains 15342 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19752 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 9150 members 
Mstep: Class 26 contains 12237 members 
Mstep: Class 27 contains 43409 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7639 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 78698 members 
Mstep: Class 33 contains 9304 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 18723 members 
Mstep: Class 37 contains 15333 members 
Mstep: Class 38 contains 72409 members 
Mstep: Class 39 contains 53579 members 
Mstep: Class 40 contains 83987 members 
Mstep: Class 41 contains 70080 members 
Mstep: Class 42 contains 65058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796248.000000 Penalty: 94294.750000
Iteration 405Q: 43 clusters Score -1.277962e+08 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 72874 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 4691 members 
Mstep: Class 11 contains 56893 members 
Mstep: Class 12 contains 48743 members 
Mstep: Class 13 contains 16548 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 25871 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 50557 members 
Mstep: Class 18 contains 64161 members 
Mstep: Class 19 contains 15915 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19767 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3778 members 
Mstep: Class 25 contains 8399 members 
Mstep: Class 26 contains 12169 members 
Mstep: Class 27 contains 42671 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 78509 members 
Mstep: Class 33 contains 9272 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3043 members 
Mstep: Class 36 contains 18210 members 
Mstep: Class 37 contains 15317 members 
Mstep: Class 38 contains 73579 members 
Mstep: Class 39 contains 53441 members 
Mstep: Class 40 contains 83549 members 
Mstep: Class 41 contains 69959 members 
Mstep: Class 42 contains 67578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795568.000000 Penalty: 94294.750000
Iteration 406Q: 43 clusters Score -1.277956e+08 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 72800 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 12755 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 55956 members 
Mstep: Class 12 contains 48738 members 
Mstep: Class 13 contains 16564 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 25997 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 50453 members 
Mstep: Class 18 contains 64312 members 
Mstep: Class 19 contains 15906 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 23 contains 2685 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 7829 members 
Mstep: Class 26 contains 12126 members 
Mstep: Class 27 contains 41937 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7614 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 78339 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 17767 members 
Mstep: Class 37 contains 15302 members 
Mstep: Class 38 contains 74752 members 
Mstep: Class 39 contains 53429 members 
Mstep: Class 40 contains 83060 members 
Mstep: Class 41 contains 69897 members 
Mstep: Class 42 contains 69873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794712.000000 Penalty: 94294.750000
Iteration 407Q: 43 clusters Score -1.277947e+08 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 72744 members 
Mstep: Class 7 contains 5882 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 4609 members 
Mstep: Class 11 contains 54942 members 
Mstep: Class 12 contains 48757 members 
Mstep: Class 13 contains 16571 members 
Mstep: Class 14 contains 5610 members 
Mstep: Class 15 contains 26161 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 50305 members 
Mstep: Class 18 contains 64499 members 
Mstep: Class 19 contains 15887 members 
Mstep: Class 20 contains 15326 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19815 members 
Mstep: Class 23 contains 2685 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 7357 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 41205 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7606 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 78167 members 
Mstep: Class 33 contains 9233 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3043 members 
Mstep: Class 36 contains 17368 members 
Mstep: Class 37 contains 15291 members 
Mstep: Class 38 contains 75922 members 
Mstep: Class 39 contains 53371 members 
Mstep: Class 40 contains 82517 members 
Mstep: Class 41 contains 69927 members 
Mstep: Class 42 contains 72023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794760.000000 Penalty: 94294.750000
Iteration 408Q: 43 clusters Score -1.277948e+08 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 72762 members 
Mstep: Class 7 contains 5871 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 53902 members 
Mstep: Class 12 contains 48782 members 
Mstep: Class 13 contains 16589 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 26342 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 50142 members 
Mstep: Class 18 contains 64667 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 15319 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19842 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 7031 members 
Mstep: Class 26 contains 12065 members 
Mstep: Class 27 contains 40450 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 7600 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 77988 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 1869 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 16987 members 
Mstep: Class 37 contains 15280 members 
Mstep: Class 38 contains 77103 members 
Mstep: Class 39 contains 53332 members 
Mstep: Class 40 contains 81934 members 
Mstep: Class 41 contains 69982 members 
Mstep: Class 42 contains 73938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794312.000000 Penalty: 94294.750000
Iteration 409Q: 43 clusters Score -1.277943e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 72804 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 12762 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 52794 members 
Mstep: Class 12 contains 48798 members 
Mstep: Class 13 contains 16607 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 26600 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 49939 members 
Mstep: Class 18 contains 64867 members 
Mstep: Class 19 contains 15865 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19872 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 6759 members 
Mstep: Class 26 contains 12059 members 
Mstep: Class 27 contains 39710 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 77824 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 3046 members 
Mstep: Class 36 contains 16592 members 
Mstep: Class 37 contains 15275 members 
Mstep: Class 38 contains 78273 members 
Mstep: Class 39 contains 53385 members 
Mstep: Class 40 contains 81396 members 
Mstep: Class 41 contains 69926 members 
Mstep: Class 42 contains 75705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794184.000000 Penalty: 94294.750000
Iteration 410Q: 43 clusters Score -1.277942e+08 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 72853 members 
Mstep: Class 7 contains 5853 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 51702 members 
Mstep: Class 12 contains 48842 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 49719 members 
Mstep: Class 18 contains 65055 members 
Mstep: Class 19 contains 15845 members 
Mstep: Class 20 contains 15327 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 6606 members 
Mstep: Class 26 contains 12040 members 
Mstep: Class 27 contains 38990 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 77677 members 
Mstep: Class 33 contains 9185 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 16220 members 
Mstep: Class 37 contains 15271 members 
Mstep: Class 38 contains 79443 members 
Mstep: Class 39 contains 53489 members 
Mstep: Class 40 contains 80734 members 
Mstep: Class 41 contains 69960 members 
Mstep: Class 42 contains 77261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794272.000000 Penalty: 94294.750000
Iteration 411Q: 43 clusters Score -1.277943e+08 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 72936 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 12750 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 50698 members 
Mstep: Class 12 contains 48888 members 
Mstep: Class 13 contains 16649 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 27185 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 49496 members 
Mstep: Class 18 contains 65297 members 
Mstep: Class 19 contains 15832 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 6527 members 
Mstep: Class 26 contains 12019 members 
Mstep: Class 27 contains 38229 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 7565 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 77479 members 
Mstep: Class 33 contains 9163 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 15863 members 
Mstep: Class 37 contains 15269 members 
Mstep: Class 38 contains 80563 members 
Mstep: Class 39 contains 53631 members 
Mstep: Class 40 contains 80255 members 
Mstep: Class 41 contains 69947 members 
Mstep: Class 42 contains 78496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793768.000000 Penalty: 94294.750000
Iteration 412Q: 43 clusters Score -1.277938e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 73036 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 49784 members 
Mstep: Class 12 contains 48928 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 27484 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 49356 members 
Mstep: Class 18 contains 65503 members 
Mstep: Class 19 contains 15813 members 
Mstep: Class 20 contains 15324 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19916 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 6501 members 
Mstep: Class 26 contains 12002 members 
Mstep: Class 27 contains 37451 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 77284 members 
Mstep: Class 33 contains 9166 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 15520 members 
Mstep: Class 37 contains 15255 members 
Mstep: Class 38 contains 81597 members 
Mstep: Class 39 contains 53802 members 
Mstep: Class 40 contains 79875 members 
Mstep: Class 41 contains 69924 members 
Mstep: Class 42 contains 79500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793256.000000 Penalty: 94294.750000
Iteration 413Q: 43 clusters Score -1.277933e+08 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 73159 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 49052 members 
Mstep: Class 12 contains 48959 members 
Mstep: Class 13 contains 16672 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 27758 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 49213 members 
Mstep: Class 18 contains 65732 members 
Mstep: Class 19 contains 15794 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19928 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 6488 members 
Mstep: Class 26 contains 11986 members 
Mstep: Class 27 contains 36709 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 7575 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 77092 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3046 members 
Mstep: Class 36 contains 15214 members 
Mstep: Class 37 contains 15243 members 
Mstep: Class 38 contains 82589 members 
Mstep: Class 39 contains 53996 members 
Mstep: Class 40 contains 79507 members 
Mstep: Class 41 contains 69917 members 
Mstep: Class 42 contains 80205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793608.000000 Penalty: 94294.750000
Iteration 414Q: 43 clusters Score -1.277936e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 73267 members 
Mstep: Class 7 contains 5815 members 
Mstep: Class 8 contains 12755 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 48451 members 
Mstep: Class 12 contains 48980 members 
Mstep: Class 13 contains 16684 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 28078 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 49026 members 
Mstep: Class 18 contains 65987 members 
Mstep: Class 19 contains 15790 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19950 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 11990 members 
Mstep: Class 27 contains 36031 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 7574 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 76852 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3047 members 
Mstep: Class 36 contains 14857 members 
Mstep: Class 37 contains 15229 members 
Mstep: Class 38 contains 83538 members 
Mstep: Class 39 contains 54216 members 
Mstep: Class 40 contains 79282 members 
Mstep: Class 41 contains 69839 members 
Mstep: Class 42 contains 80700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792992.000000 Penalty: 94294.750000
Iteration 415Q: 43 clusters Score -1.27793e+08 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 73355 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 12761 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 47961 members 
Mstep: Class 12 contains 49014 members 
Mstep: Class 13 contains 16696 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 28383 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 48877 members 
Mstep: Class 18 contains 66277 members 
Mstep: Class 19 contains 15778 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19962 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 11984 members 
Mstep: Class 27 contains 35366 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 7578 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 76554 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 14517 members 
Mstep: Class 37 contains 15216 members 
Mstep: Class 38 contains 84417 members 
Mstep: Class 39 contains 54426 members 
Mstep: Class 40 contains 79159 members 
Mstep: Class 41 contains 69693 members 
Mstep: Class 42 contains 81116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792776.000000 Penalty: 94294.750000
Iteration 416Q: 43 clusters Score -1.277928e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 73433 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 12771 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 47553 members 
Mstep: Class 12 contains 49049 members 
Mstep: Class 13 contains 16715 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 28665 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 48702 members 
Mstep: Class 18 contains 66521 members 
Mstep: Class 19 contains 15767 members 
Mstep: Class 20 contains 15331 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19967 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 6551 members 
Mstep: Class 26 contains 11979 members 
Mstep: Class 27 contains 34699 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 7580 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 76298 members 
Mstep: Class 33 contains 9113 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 14165 members 
Mstep: Class 37 contains 15207 members 
Mstep: Class 38 contains 85194 members 
Mstep: Class 39 contains 54596 members 
Mstep: Class 40 contains 79205 members 
Mstep: Class 41 contains 69525 members 
Mstep: Class 42 contains 81519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792328.000000 Penalty: 94294.750000
Iteration 417Q: 43 clusters Score -1.277923e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 73504 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 12774 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 49076 members 
Mstep: Class 13 contains 16725 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 48672 members 
Mstep: Class 18 contains 66664 members 
Mstep: Class 19 contains 15766 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19964 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 6569 members 
Mstep: Class 26 contains 11988 members 
Mstep: Class 27 contains 34064 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 76008 members 
Mstep: Class 33 contains 9096 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 13837 members 
Mstep: Class 37 contains 15197 members 
Mstep: Class 38 contains 85876 members 
Mstep: Class 39 contains 54748 members 
Mstep: Class 40 contains 79309 members 
Mstep: Class 41 contains 69306 members 
Mstep: Class 42 contains 81876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791888.000000 Penalty: 94294.750000
Iteration 418Q: 43 clusters Score -1.277919e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 73554 members 
Mstep: Class 7 contains 5790 members 
Mstep: Class 8 contains 12776 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 46946 members 
Mstep: Class 12 contains 49099 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 29270 members 
Mstep: Class 16 contains 6317 members 
Mstep: Class 17 contains 48676 members 
Mstep: Class 18 contains 66714 members 
Mstep: Class 19 contains 15765 members 
Mstep: Class 20 contains 15313 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19984 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 6601 members 
Mstep: Class 26 contains 11980 members 
Mstep: Class 27 contains 33433 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 75742 members 
Mstep: Class 33 contains 9077 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 13525 members 
Mstep: Class 37 contains 15200 members 
Mstep: Class 38 contains 86472 members 
Mstep: Class 39 contains 54910 members 
Mstep: Class 40 contains 79492 members 
Mstep: Class 41 contains 69088 members 
Mstep: Class 42 contains 82198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791736.000000 Penalty: 94294.750000
Iteration 419Q: 43 clusters Score -1.277917e+08 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 73614 members 
Mstep: Class 7 contains 5784 members 
Mstep: Class 8 contains 12778 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 46714 members 
Mstep: Class 12 contains 49114 members 
Mstep: Class 13 contains 16750 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 29580 members 
Mstep: Class 16 contains 6319 members 
Mstep: Class 17 contains 48681 members 
Mstep: Class 18 contains 66766 members 
Mstep: Class 19 contains 15763 members 
Mstep: Class 20 contains 15299 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20000 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 6627 members 
Mstep: Class 26 contains 11979 members 
Mstep: Class 27 contains 32783 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 7585 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 75470 members 
Mstep: Class 33 contains 9061 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 13209 members 
Mstep: Class 37 contains 15214 members 
Mstep: Class 38 contains 87044 members 
Mstep: Class 39 contains 55077 members 
Mstep: Class 40 contains 79718 members 
Mstep: Class 41 contains 68865 members 
Mstep: Class 42 contains 82469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791728.000000 Penalty: 94294.750000
Iteration 420F: 43 clusters Score -1.277917e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 73662 members 
Mstep: Class 7 contains 5777 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 4419 members 
Mstep: Class 11 contains 46412 members 
Mstep: Class 12 contains 49137 members 
Mstep: Class 13 contains 16762 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 29903 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 48715 members 
Mstep: Class 18 contains 66790 members 
Mstep: Class 19 contains 15756 members 
Mstep: Class 20 contains 15294 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20015 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 6643 members 
Mstep: Class 26 contains 11981 members 
Mstep: Class 27 contains 32224 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 7585 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 75208 members 
Mstep: Class 33 contains 9051 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 12903 members 
Mstep: Class 37 contains 15231 members 
Mstep: Class 38 contains 87588 members 
Mstep: Class 39 contains 55231 members 
Mstep: Class 40 contains 79848 members 
Mstep: Class 41 contains 68640 members 
Mstep: Class 42 contains 82828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791064.000000 Penalty: 94294.750000
Iteration 421Q: 43 clusters Score -1.277911e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 73691 members 
Mstep: Class 7 contains 5773 members 
Mstep: Class 8 contains 12784 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 46164 members 
Mstep: Class 12 contains 49145 members 
Mstep: Class 13 contains 16764 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 30163 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 17 contains 48766 members 
Mstep: Class 18 contains 66838 members 
Mstep: Class 19 contains 15750 members 
Mstep: Class 20 contains 15289 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20043 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 6654 members 
Mstep: Class 26 contains 11980 members 
Mstep: Class 27 contains 31717 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 74984 members 
Mstep: Class 33 contains 9043 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 12603 members 
Mstep: Class 37 contains 15236 members 
Mstep: Class 38 contains 88111 members 
Mstep: Class 39 contains 55348 members 
Mstep: Class 40 contains 79964 members 
Mstep: Class 41 contains 68387 members 
Mstep: Class 42 contains 83203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790360.000000 Penalty: 94294.750000
Iteration 422Q: 43 clusters Score -1.277904e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 73720 members 
Mstep: Class 7 contains 5770 members 
Mstep: Class 8 contains 12787 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 4383 members 
Mstep: Class 11 contains 45923 members 
Mstep: Class 12 contains 49135 members 
Mstep: Class 13 contains 16764 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 30455 members 
Mstep: Class 16 contains 6321 members 
Mstep: Class 17 contains 48856 members 
Mstep: Class 18 contains 66790 members 
Mstep: Class 19 contains 15745 members 
Mstep: Class 20 contains 15278 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20074 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 6663 members 
Mstep: Class 26 contains 11977 members 
Mstep: Class 27 contains 31160 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 7580 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 74791 members 
Mstep: Class 33 contains 9055 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 12329 members 
Mstep: Class 37 contains 15236 members 
Mstep: Class 38 contains 88589 members 
Mstep: Class 39 contains 55414 members 
Mstep: Class 40 contains 80159 members 
Mstep: Class 41 contains 68131 members 
Mstep: Class 42 contains 83617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789736.000000 Penalty: 94294.750000
Iteration 423Q: 43 clusters Score -1.277897e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 73751 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 45681 members 
Mstep: Class 12 contains 49145 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 30720 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 48953 members 
Mstep: Class 18 contains 66787 members 
Mstep: Class 19 contains 15735 members 
Mstep: Class 20 contains 15271 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 6664 members 
Mstep: Class 26 contains 11966 members 
Mstep: Class 27 contains 30599 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 7578 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 74582 members 
Mstep: Class 33 contains 9063 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 3053 members 
Mstep: Class 36 contains 12050 members 
Mstep: Class 37 contains 15237 members 
Mstep: Class 38 contains 89056 members 
Mstep: Class 39 contains 55500 members 
Mstep: Class 40 contains 80374 members 
Mstep: Class 41 contains 67873 members 
Mstep: Class 42 contains 84017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789152.000000 Penalty: 94294.750000
Iteration 424Q: 43 clusters Score -1.277892e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 73772 members 
Mstep: Class 7 contains 5765 members 
Mstep: Class 8 contains 12792 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 45485 members 
Mstep: Class 12 contains 49144 members 
Mstep: Class 13 contains 16770 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 31016 members 
Mstep: Class 16 contains 6321 members 
Mstep: Class 17 contains 49058 members 
Mstep: Class 18 contains 66786 members 
Mstep: Class 19 contains 15725 members 
Mstep: Class 20 contains 15269 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20122 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 6666 members 
Mstep: Class 26 contains 11952 members 
Mstep: Class 27 contains 30127 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 7577 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 74386 members 
Mstep: Class 33 contains 9077 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3054 members 
Mstep: Class 36 contains 11785 members 
Mstep: Class 37 contains 15241 members 
Mstep: Class 38 contains 89507 members 
Mstep: Class 39 contains 55565 members 
Mstep: Class 40 contains 80451 members 
Mstep: Class 41 contains 67612 members 
Mstep: Class 42 contains 84394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789024.000000 Penalty: 94294.750000
Iteration 425Q: 43 clusters Score -1.27789e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 73781 members 
Mstep: Class 7 contains 5765 members 
Mstep: Class 8 contains 12795 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 45300 members 
Mstep: Class 12 contains 49142 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 15 contains 31299 members 
Mstep: Class 16 contains 6328 members 
Mstep: Class 17 contains 49186 members 
Mstep: Class 18 contains 66814 members 
Mstep: Class 19 contains 15722 members 
Mstep: Class 20 contains 15266 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20152 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 11970 members 
Mstep: Class 27 contains 29624 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 7577 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 74195 members 
Mstep: Class 33 contains 9073 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3054 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 15243 members 
Mstep: Class 38 contains 89836 members 
Mstep: Class 39 contains 55675 members 
Mstep: Class 40 contains 80623 members 
Mstep: Class 41 contains 67356 members 
Mstep: Class 42 contains 84718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788576.000000 Penalty: 94294.750000
Iteration 426Q: 43 clusters Score -1.277886e+08 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 73793 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 12794 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4314 members 
Mstep: Class 11 contains 45136 members 
Mstep: Class 12 contains 49172 members 
Mstep: Class 13 contains 16763 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 31542 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 49340 members 
Mstep: Class 18 contains 66890 members 
Mstep: Class 19 contains 15714 members 
Mstep: Class 20 contains 15264 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20162 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 11978 members 
Mstep: Class 27 contains 29140 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 73979 members 
Mstep: Class 33 contains 9066 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3054 members 
Mstep: Class 36 contains 11236 members 
Mstep: Class 37 contains 15241 members 
Mstep: Class 38 contains 90118 members 
Mstep: Class 39 contains 55756 members 
Mstep: Class 40 contains 80834 members 
Mstep: Class 41 contains 67105 members 
Mstep: Class 42 contains 85033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788560.000000 Penalty: 94294.750000
Iteration 427Q: 43 clusters Score -1.277886e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 73825 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 12794 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4297 members 
Mstep: Class 11 contains 44937 members 
Mstep: Class 12 contains 49170 members 
Mstep: Class 13 contains 16749 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 31813 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 49445 members 
Mstep: Class 18 contains 66927 members 
Mstep: Class 19 contains 15706 members 
Mstep: Class 20 contains 15257 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20184 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 6674 members 
Mstep: Class 26 contains 11995 members 
Mstep: Class 27 contains 28676 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 7580 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 73768 members 
Mstep: Class 33 contains 9060 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3054 members 
Mstep: Class 36 contains 10977 members 
Mstep: Class 37 contains 15237 members 
Mstep: Class 38 contains 90386 members 
Mstep: Class 39 contains 55771 members 
Mstep: Class 40 contains 81120 members 
Mstep: Class 41 contains 66862 members 
Mstep: Class 42 contains 85406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788560.000000 Penalty: 94294.750000
Iteration 428Q: 43 clusters Score -1.277886e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 73846 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 8 contains 12794 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 44758 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 32048 members 
Mstep: Class 16 contains 6328 members 
Mstep: Class 17 contains 49586 members 
Mstep: Class 18 contains 66974 members 
Mstep: Class 19 contains 15701 members 
Mstep: Class 20 contains 15253 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 11990 members 
Mstep: Class 27 contains 28257 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 7578 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 73560 members 
Mstep: Class 33 contains 9056 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3054 members 
Mstep: Class 36 contains 10716 members 
Mstep: Class 37 contains 15240 members 
Mstep: Class 38 contains 90613 members 
Mstep: Class 39 contains 55782 members 
Mstep: Class 40 contains 81400 members 
Mstep: Class 41 contains 66598 members 
Mstep: Class 42 contains 85776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788056.000000 Penalty: 94294.750000
Iteration 429Q: 43 clusters Score -1.277881e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 73857 members 
Mstep: Class 7 contains 5751 members 
Mstep: Class 8 contains 12789 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 44618 members 
Mstep: Class 12 contains 49210 members 
Mstep: Class 13 contains 16730 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 32311 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 49704 members 
Mstep: Class 18 contains 66985 members 
Mstep: Class 19 contains 15702 members 
Mstep: Class 20 contains 15248 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20218 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 11991 members 
Mstep: Class 27 contains 27846 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 73378 members 
Mstep: Class 33 contains 9047 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 10460 members 
Mstep: Class 37 contains 15245 members 
Mstep: Class 38 contains 90803 members 
Mstep: Class 39 contains 55792 members 
Mstep: Class 40 contains 81673 members 
Mstep: Class 41 contains 66371 members 
Mstep: Class 42 contains 86103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787688.000000 Penalty: 94294.750000
Iteration 430Q: 43 clusters Score -1.277877e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 73861 members 
Mstep: Class 7 contains 5746 members 
Mstep: Class 8 contains 12785 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 44503 members 
Mstep: Class 12 contains 49210 members 
Mstep: Class 13 contains 16714 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 32585 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 49822 members 
Mstep: Class 18 contains 66935 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 15235 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20239 members 
Mstep: Class 23 contains 2688 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 11999 members 
Mstep: Class 27 contains 27420 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 7581 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 73240 members 
Mstep: Class 33 contains 9047 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 10209 members 
Mstep: Class 37 contains 15240 members 
Mstep: Class 38 contains 91026 members 
Mstep: Class 39 contains 55771 members 
Mstep: Class 40 contains 81958 members 
Mstep: Class 41 contains 66149 members 
Mstep: Class 42 contains 86405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787384.000000 Penalty: 94294.750000
Iteration 431Q: 43 clusters Score -1.277874e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 73882 members 
Mstep: Class 7 contains 5742 members 
Mstep: Class 8 contains 12780 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 44385 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 16695 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 32794 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 49936 members 
Mstep: Class 18 contains 66929 members 
Mstep: Class 19 contains 15700 members 
Mstep: Class 20 contains 15228 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20269 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 6737 members 
Mstep: Class 26 contains 12003 members 
Mstep: Class 27 contains 26979 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 73118 members 
Mstep: Class 33 contains 9041 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 9971 members 
Mstep: Class 37 contains 15236 members 
Mstep: Class 38 contains 91253 members 
Mstep: Class 39 contains 55732 members 
Mstep: Class 40 contains 82273 members 
Mstep: Class 41 contains 65917 members 
Mstep: Class 42 contains 86704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786992.000000 Penalty: 94294.750000
Iteration 432Q: 43 clusters Score -1.27787e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 73891 members 
Mstep: Class 7 contains 5738 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 44298 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 33014 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 50020 members 
Mstep: Class 18 contains 66931 members 
Mstep: Class 19 contains 15697 members 
Mstep: Class 20 contains 15216 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20301 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 6768 members 
Mstep: Class 26 contains 12010 members 
Mstep: Class 27 contains 26554 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 72997 members 
Mstep: Class 33 contains 9035 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 9738 members 
Mstep: Class 37 contains 15229 members 
Mstep: Class 38 contains 91416 members 
Mstep: Class 39 contains 55709 members 
Mstep: Class 40 contains 82627 members 
Mstep: Class 41 contains 65667 members 
Mstep: Class 42 contains 86984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786928.000000 Penalty: 94294.750000
Iteration 433Q: 43 clusters Score -1.277869e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 73904 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 12776 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 44240 members 
Mstep: Class 12 contains 49202 members 
Mstep: Class 13 contains 16688 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 33241 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 50052 members 
Mstep: Class 18 contains 66956 members 
Mstep: Class 19 contains 15687 members 
Mstep: Class 20 contains 15208 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20322 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 11997 members 
Mstep: Class 27 contains 26192 members 
Mstep: Class 28 contains 2618 members 
Mstep: Class 29 contains 7580 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72873 members 
Mstep: Class 33 contains 9048 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 15220 members 
Mstep: Class 38 contains 91554 members 
Mstep: Class 39 contains 55700 members 
Mstep: Class 40 contains 82903 members 
Mstep: Class 41 contains 65452 members 
Mstep: Class 42 contains 87234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787248.000000 Penalty: 94294.750000
Iteration 434Q: 43 clusters Score -1.277872e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 73910 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 12781 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 44196 members 
Mstep: Class 12 contains 49210 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 33452 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 50070 members 
Mstep: Class 18 contains 66980 members 
Mstep: Class 19 contains 15683 members 
Mstep: Class 20 contains 15204 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20348 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 11991 members 
Mstep: Class 27 contains 25864 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72754 members 
Mstep: Class 33 contains 9050 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 9299 members 
Mstep: Class 37 contains 15211 members 
Mstep: Class 38 contains 91640 members 
Mstep: Class 39 contains 55676 members 
Mstep: Class 40 contains 83172 members 
Mstep: Class 41 contains 65294 members 
Mstep: Class 42 contains 87488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787248.000000 Penalty: 94294.750000
Iteration 435Q: 43 clusters Score -1.277872e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 73916 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 44156 members 
Mstep: Class 12 contains 49216 members 
Mstep: Class 13 contains 16684 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 33648 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 50119 members 
Mstep: Class 18 contains 66980 members 
Mstep: Class 19 contains 15680 members 
Mstep: Class 20 contains 15209 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20369 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 11999 members 
Mstep: Class 27 contains 25569 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72637 members 
Mstep: Class 33 contains 9053 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 9060 members 
Mstep: Class 37 contains 15211 members 
Mstep: Class 38 contains 91728 members 
Mstep: Class 39 contains 55642 members 
Mstep: Class 40 contains 83399 members 
Mstep: Class 41 contains 65137 members 
Mstep: Class 42 contains 87736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786968.000000 Penalty: 94294.750000
Iteration 436Q: 43 clusters Score -1.27787e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 73922 members 
Mstep: Class 7 contains 5719 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4208 members 
Mstep: Class 11 contains 44132 members 
Mstep: Class 12 contains 49223 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 33840 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 50144 members 
Mstep: Class 18 contains 66987 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 15207 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20399 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 11997 members 
Mstep: Class 27 contains 25324 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72530 members 
Mstep: Class 33 contains 9049 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8848 members 
Mstep: Class 37 contains 15204 members 
Mstep: Class 38 contains 91780 members 
Mstep: Class 39 contains 55613 members 
Mstep: Class 40 contains 83582 members 
Mstep: Class 41 contains 65032 members 
Mstep: Class 42 contains 87955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786816.000000 Penalty: 94294.750000
Iteration 437Q: 43 clusters Score -1.277868e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 73934 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 12784 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 44144 members 
Mstep: Class 12 contains 49223 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 34058 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 50148 members 
Mstep: Class 18 contains 66989 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 15206 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20409 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 11986 members 
Mstep: Class 27 contains 25094 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7580 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72427 members 
Mstep: Class 33 contains 9050 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8622 members 
Mstep: Class 37 contains 15202 members 
Mstep: Class 38 contains 91826 members 
Mstep: Class 39 contains 55590 members 
Mstep: Class 40 contains 83759 members 
Mstep: Class 41 contains 64912 members 
Mstep: Class 42 contains 88168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786624.000000 Penalty: 94294.750000
Iteration 438Q: 43 clusters Score -1.277866e+08 nChanged 2195
Entering ConstructFrom: 
Score: -127786624.000000 Penalty: 94294.750000
Entering ConstructFrom: 
Trying to split cluster 1 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -593340.437500 Penalty: 1381.818726
	Iteration 0F: 2 clusters Score -593340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -589411.062500 Penalty: 2763.637451
	Iteration 0F: 3 clusters Score -589411.1 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -590668.187500 Penalty: 2763.637451
	Iteration 1F: 3 clusters Score -590668.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -590967.562500 Penalty: 2763.637451
	Iteration 2F: 3 clusters Score -590967.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -591207.250000 Penalty: 2763.637451
	Iteration 3F: 3 clusters Score -591207.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -591398.500000 Penalty: 2763.637451
	Iteration 4F: 3 clusters Score -591398.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -591531.625000 Penalty: 2763.637451
	Iteration 5Q: 3 clusters Score -591531.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591644.000000 Penalty: 2763.637451
	Iteration 6Q: 3 clusters Score -591644 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -591747.437500 Penalty: 2763.637451
	Iteration 7Q: 3 clusters Score -591747.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -591825.875000 Penalty: 2763.637451
	Iteration 8Q: 3 clusters Score -591825.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -591900.000000 Penalty: 2763.637451
	Iteration 9Q: 3 clusters Score -591900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -591960.187500 Penalty: 2763.637451
	Iteration 10Q: 3 clusters Score -591960.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -592023.312500 Penalty: 2763.637451
	Iteration 11Q: 3 clusters Score -592023.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -592082.750000 Penalty: 2763.637451
	Iteration 12Q: 3 clusters Score -592082.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592123.750000 Penalty: 2763.637451
	Iteration 13Q: 3 clusters Score -592123.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -592149.687500 Penalty: 2763.637451
	Iteration 14Q: 3 clusters Score -592149.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -592172.250000 Penalty: 2763.637451
	Iteration 15Q: 3 clusters Score -592172.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -592191.687500 Penalty: 2763.637451
	Iteration 16Q: 3 clusters Score -592191.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -592213.062500 Penalty: 2763.637451
	Iteration 17Q: 3 clusters Score -592213.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -592228.062500 Penalty: 2763.637451
	Iteration 18Q: 3 clusters Score -592228.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -592242.312500 Penalty: 2763.637451
	Iteration 19Q: 3 clusters Score -592242.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -592264.312500 Penalty: 2763.637451
	Iteration 20F: 3 clusters Score -592264.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -592280.687500 Penalty: 2763.637451
	Iteration 21Q: 3 clusters Score -592280.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -592296.062500 Penalty: 2763.637451
	Iteration 22Q: 3 clusters Score -592296.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -592311.625000 Penalty: 2763.637451
	Iteration 23Q: 3 clusters Score -592311.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -592334.062500 Penalty: 2763.637451
	Iteration 24Q: 3 clusters Score -592334.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -592356.812500 Penalty: 2763.637451
	Iteration 25Q: 3 clusters Score -592356.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -592376.062500 Penalty: 2763.637451
	Iteration 26Q: 3 clusters Score -592376.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -592392.812500 Penalty: 2763.637451
	Iteration 27Q: 3 clusters Score -592392.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -592407.875000 Penalty: 2763.637451
	Iteration 28Q: 3 clusters Score -592407.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -592420.750000 Penalty: 2763.637451
	Iteration 29Q: 3 clusters Score -592420.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -592429.375000 Penalty: 2763.637451
	Iteration 30Q: 3 clusters Score -592429.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -592436.625000 Penalty: 2763.637451
	Iteration 31Q: 3 clusters Score -592436.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -592441.750000 Penalty: 2763.637451
	Iteration 32Q: 3 clusters Score -592441.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -592443.875000 Penalty: 2763.637451
	Iteration 33Q: 3 clusters Score -592443.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -592446.937500 Penalty: 2763.637451
	Iteration 34Q: 3 clusters Score -592446.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -592448.687500 Penalty: 2763.637451
	Iteration 35Q: 3 clusters Score -592448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -592451.250000 Penalty: 2763.637451
	Iteration 36Q: 3 clusters Score -592451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -592451.000000 Penalty: 2763.637451
	Iteration 37Q: 3 clusters Score -592451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -592454.062500 Penalty: 2763.637451
	Iteration 38Q: 3 clusters Score -592454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -592457.062500 Penalty: 2763.637451
	Iteration 39Q: 3 clusters Score -592457.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -592460.312500 Penalty: 2763.637451
	Iteration 40F: 3 clusters Score -592460.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -592462.812500 Penalty: 2763.637451
	Iteration 41Q: 3 clusters Score -592462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -592465.125000 Penalty: 2763.637451
	Iteration 42Q: 3 clusters Score -592465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -592465.062500 Penalty: 2763.637451
	Iteration 43Q: 3 clusters Score -592465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -592465.500000 Penalty: 2763.637451
	Iteration 44Q: 3 clusters Score -592465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -592466.812500 Penalty: 2763.637451
	Iteration 45Q: 3 clusters Score -592466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -592469.187500 Penalty: 2763.637451
	Iteration 46Q: 3 clusters Score -592469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -592470.187500 Penalty: 2763.637451
	Iteration 47Q: 3 clusters Score -592470.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -592472.937500 Penalty: 2763.637451
	Iteration 48Q: 3 clusters Score -592472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -592476.625000 Penalty: 2763.637451
	Iteration 49Q: 3 clusters Score -592476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -592475.312500 Penalty: 2763.637451
	Iteration 50Q: 3 clusters Score -592475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -592475.562500 Penalty: 2763.637451
	Iteration 51Q: 3 clusters Score -592475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -592475.562500 Penalty: 2763.637451
	Iteration 52F: 3 clusters Score -592475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19295.976562 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19295.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19619.126953 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19619.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19739.632812 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -19739.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19765.216797 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19765.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19770.998047 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19777.775391 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19777.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19777.775391 Penalty: 1768.785767
	Iteration 6F: 3 clusters Score -19777.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -192776.765625 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -192776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -190890.421875 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -190890.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191385.671875 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -191385.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191646.281250 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -191646.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191836.937500 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -191836.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191969.953125 Penalty: 2418.238525
	Iteration 4F: 3 clusters Score -191970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -192033.750000 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -192033.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -192079.453125 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -192079.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -192135.453125 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -192135.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -192180.468750 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -192180.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -192223.046875 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -192223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -192242.890625 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -192242.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -192255.812500 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -192255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -192264.093750 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -192264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -192272.125000 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -192272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192277.312500 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -192277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -192281.343750 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -192281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -192290.187500 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -192290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192292.953125 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -192293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -192293.812500 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -192293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -192294.562500 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -192294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192294.750000 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -192294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -192295.156250 Penalty: 2418.238525
	Iteration 21Q: 3 clusters Score -192295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -192297.843750 Penalty: 2418.238525
	Iteration 22Q: 3 clusters Score -192297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192300.578125 Penalty: 2418.238525
	Iteration 23Q: 3 clusters Score -192300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -192306.937500 Penalty: 2418.238525
	Iteration 24Q: 3 clusters Score -192306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -192311.359375 Penalty: 2418.238525
	Iteration 25Q: 3 clusters Score -192311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -192319.734375 Penalty: 2418.238525
	Iteration 26Q: 3 clusters Score -192319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -192323.921875 Penalty: 2418.238525
	Iteration 27Q: 3 clusters Score -192323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -192325.156250 Penalty: 2418.238525
	Iteration 28Q: 3 clusters Score -192325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -192326.031250 Penalty: 2418.238525
	Iteration 29Q: 3 clusters Score -192326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -192326.468750 Penalty: 2418.238525
	Iteration 30Q: 3 clusters Score -192326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -192326.468750 Penalty: 2418.238525
	Iteration 31F: 3 clusters Score -192326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36090.585938 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36090.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36492.351562 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36492.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36927.644531 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36927.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37105.355469 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -37105.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37177.519531 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -37177.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -37224.062500 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -37224.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -37287.964844 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37287.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -37308.375000 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37308.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -37308.375000 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -37308.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 73942 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 44192 members 
Mstep: Class 12 contains 49235 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 34269 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 50152 members 
Mstep: Class 18 contains 66966 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 15204 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20425 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 11977 members 
Mstep: Class 27 contains 24869 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72334 members 
Mstep: Class 33 contains 9052 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8404 members 
Mstep: Class 37 contains 15193 members 
Mstep: Class 38 contains 91823 members 
Mstep: Class 39 contains 55573 members 
Mstep: Class 40 contains 83945 members 
Mstep: Class 41 contains 64834 members 
Mstep: Class 42 contains 88331 members 
Mstep: Class 43 contains 79 members 
Entering Unmasked Estep 
Score: -127785560.000000 Penalty: 96539.859375
Splitting cluster 4 changes total score from -127786624.000000 to -127785560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Entering Unmasked Estep 
Score: -1020973.375000 Penalty: 1458.827271
	Iteration 0F: 2 clusters Score -1020973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1015136.125000 Penalty: 2917.654541
	Iteration 0F: 3 clusters Score -1015136 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1016899.187500 Penalty: 2917.654541
	Iteration 1F: 3 clusters Score -1016899 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1017111.937500 Penalty: 2917.654541
	Iteration 2F: 3 clusters Score -1017112 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1017252.000000 Penalty: 2917.654541
	Iteration 3Q: 3 clusters Score -1017252 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1017356.875000 Penalty: 2917.654541
	Iteration 4Q: 3 clusters Score -1017357 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1017450.375000 Penalty: 2917.654541
	Iteration 5Q: 3 clusters Score -1017450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1017534.687500 Penalty: 2917.654541
	Iteration 6Q: 3 clusters Score -1017535 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1017621.500000 Penalty: 2917.654541
	Iteration 7Q: 3 clusters Score -1017622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1017705.062500 Penalty: 2917.654541
	Iteration 8Q: 3 clusters Score -1017705 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1017808.875000 Penalty: 2917.654541
	Iteration 9Q: 3 clusters Score -1017809 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1017925.187500 Penalty: 2917.654541
	Iteration 10Q: 3 clusters Score -1017925 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1018022.125000 Penalty: 2917.654541
	Iteration 11Q: 3 clusters Score -1018022 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1018119.625000 Penalty: 2917.654541
	Iteration 12Q: 3 clusters Score -1018120 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1018243.312500 Penalty: 2917.654541
	Iteration 13Q: 3 clusters Score -1018243 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1018374.750000 Penalty: 2917.654541
	Iteration 14Q: 3 clusters Score -1018375 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1018482.687500 Penalty: 2917.654541
	Iteration 15Q: 3 clusters Score -1018483 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1018571.375000 Penalty: 2917.654541
	Iteration 16Q: 3 clusters Score -1018571 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1018646.437500 Penalty: 2917.654541
	Iteration 17Q: 3 clusters Score -1018646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1018707.187500 Penalty: 2917.654541
	Iteration 18Q: 3 clusters Score -1018707 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1018744.187500 Penalty: 2917.654541
	Iteration 19Q: 3 clusters Score -1018744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1018768.250000 Penalty: 2917.654541
	Iteration 20F: 3 clusters Score -1018768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1018783.750000 Penalty: 2917.654541
	Iteration 21Q: 3 clusters Score -1018784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1018807.437500 Penalty: 2917.654541
	Iteration 22Q: 3 clusters Score -1018807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1018827.437500 Penalty: 2917.654541
	Iteration 23Q: 3 clusters Score -1018827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1018835.687500 Penalty: 2917.654541
	Iteration 24Q: 3 clusters Score -1018836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1018844.750000 Penalty: 2917.654541
	Iteration 25Q: 3 clusters Score -1018845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1018853.625000 Penalty: 2917.654541
	Iteration 26Q: 3 clusters Score -1018854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1018859.062500 Penalty: 2917.654541
	Iteration 27Q: 3 clusters Score -1018859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1018865.875000 Penalty: 2917.654541
	Iteration 28Q: 3 clusters Score -1018866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1018876.187500 Penalty: 2917.654541
	Iteration 29Q: 3 clusters Score -1018876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1018881.437500 Penalty: 2917.654541
	Iteration 30Q: 3 clusters Score -1018881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1018882.875000 Penalty: 2917.654541
	Iteration 31Q: 3 clusters Score -1018883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1018883.812500 Penalty: 2917.654541
	Iteration 32Q: 3 clusters Score -1018884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1018889.187500 Penalty: 2917.654541
	Iteration 33Q: 3 clusters Score -1018889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1018892.375000 Penalty: 2917.654541
	Iteration 34Q: 3 clusters Score -1018892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1018896.625000 Penalty: 2917.654541
	Iteration 35Q: 3 clusters Score -1018897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1018900.000000 Penalty: 2917.654541
	Iteration 36Q: 3 clusters Score -1018900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1018903.437500 Penalty: 2917.654541
	Iteration 37Q: 3 clusters Score -1018903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1018905.312500 Penalty: 2917.654541
	Iteration 38Q: 3 clusters Score -1018905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1018910.750000 Penalty: 2917.654541
	Iteration 39Q: 3 clusters Score -1018911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1018919.250000 Penalty: 2917.654541
	Iteration 40F: 3 clusters Score -1018919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1018923.250000 Penalty: 2917.654541
	Iteration 41Q: 3 clusters Score -1018923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1018929.437500 Penalty: 2917.654541
	Iteration 42Q: 3 clusters Score -1018929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1018940.625000 Penalty: 2917.654541
	Iteration 43Q: 3 clusters Score -1018941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1018948.375000 Penalty: 2917.654541
	Iteration 44Q: 3 clusters Score -1018948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1018956.687500 Penalty: 2917.654541
	Iteration 45Q: 3 clusters Score -1018957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1018964.062500 Penalty: 2917.654541
	Iteration 46Q: 3 clusters Score -1018964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1018973.500000 Penalty: 2917.654541
	Iteration 47Q: 3 clusters Score -1018974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1018978.875000 Penalty: 2917.654541
	Iteration 48Q: 3 clusters Score -1018979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1018982.687500 Penalty: 2917.654541
	Iteration 49Q: 3 clusters Score -1018983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1018987.812500 Penalty: 2917.654541
	Iteration 50Q: 3 clusters Score -1018988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1018991.625000 Penalty: 2917.654541
	Iteration 51Q: 3 clusters Score -1018992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1018994.750000 Penalty: 2917.654541
	Iteration 52Q: 3 clusters Score -1018995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1019001.000000 Penalty: 2917.654541
	Iteration 53Q: 3 clusters Score -1019001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1019005.187500 Penalty: 2917.654541
	Iteration 54Q: 3 clusters Score -1019005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1019013.875000 Penalty: 2917.654541
	Iteration 55Q: 3 clusters Score -1019014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1019017.812500 Penalty: 2917.654541
	Iteration 56Q: 3 clusters Score -1019018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1019025.500000 Penalty: 2917.654541
	Iteration 57Q: 3 clusters Score -1019026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1019029.875000 Penalty: 2917.654541
	Iteration 58Q: 3 clusters Score -1019030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1019034.312500 Penalty: 2917.654541
	Iteration 59Q: 3 clusters Score -1019034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1019038.437500 Penalty: 2917.654541
	Iteration 60F: 3 clusters Score -1019038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1019039.750000 Penalty: 2917.654541
	Iteration 61Q: 3 clusters Score -1019040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1019044.875000 Penalty: 2917.654541
	Iteration 62Q: 3 clusters Score -1019045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1019045.500000 Penalty: 2917.654541
	Iteration 63Q: 3 clusters Score -1019046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1019047.750000 Penalty: 2917.654541
	Iteration 64Q: 3 clusters Score -1019048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1019048.937500 Penalty: 2917.654541
	Iteration 65Q: 3 clusters Score -1019049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1019047.312500 Penalty: 2917.654541
	Iteration 66Q: 3 clusters Score -1019047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1019050.250000 Penalty: 2917.654541
	Iteration 67Q: 3 clusters Score -1019050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1019052.062500 Penalty: 2917.654541
	Iteration 68Q: 3 clusters Score -1019052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1019051.187500 Penalty: 2917.654541
	Iteration 69Q: 3 clusters Score -1019051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1019052.500000 Penalty: 2917.654541
	Iteration 70Q: 3 clusters Score -1019052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1019051.500000 Penalty: 2917.654541
	Iteration 71Q: 3 clusters Score -1019052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1019051.500000 Penalty: 2917.654541
	Iteration 72F: 3 clusters Score -1019052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Entering Unmasked Estep 
Score: -9433006.000000 Penalty: 1821.793457
	Iteration 0F: 2 clusters Score -9433006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -9383989.000000 Penalty: 3643.586914
	Iteration 0F: 3 clusters Score -9383989 nChanged 34952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -9403933.000000 Penalty: 3643.586914
	Iteration 1F: 3 clusters Score -9403933 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -9404721.000000 Penalty: 3643.586914
	Iteration 2Q: 3 clusters Score -9404721 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -9405691.000000 Penalty: 3643.586914
	Iteration 3Q: 3 clusters Score -9405691 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -9407056.000000 Penalty: 3643.586914
	Iteration 4Q: 3 clusters Score -9407056 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -9408846.000000 Penalty: 3643.586914
	Iteration 5F: 3 clusters Score -9408846 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -9411486.000000 Penalty: 3643.586914
	Iteration 6F: 3 clusters Score -9411486 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -9415007.000000 Penalty: 3643.586914
	Iteration 7F: 3 clusters Score -9415007 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -9419011.000000 Penalty: 3643.586914
	Iteration 8F: 3 clusters Score -9419011 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -9422811.000000 Penalty: 3643.586914
	Iteration 9F: 3 clusters Score -9422811 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -9425596.000000 Penalty: 3643.586914
	Iteration 10Q: 3 clusters Score -9425596 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -9427038.000000 Penalty: 3643.586914
	Iteration 11Q: 3 clusters Score -9427038 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -9427822.000000 Penalty: 3643.586914
	Iteration 12Q: 3 clusters Score -9427822 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -9428302.000000 Penalty: 3643.586914
	Iteration 13Q: 3 clusters Score -9428302 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -9428733.000000 Penalty: 3643.586914
	Iteration 14Q: 3 clusters Score -9428733 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -9429014.000000 Penalty: 3643.586914
	Iteration 15Q: 3 clusters Score -9429014 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -9429283.000000 Penalty: 3643.586914
	Iteration 16Q: 3 clusters Score -9429283 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -9429532.000000 Penalty: 3643.586914
	Iteration 17Q: 3 clusters Score -9429532 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -9429764.000000 Penalty: 3643.586914
	Iteration 18Q: 3 clusters Score -9429764 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -9429942.000000 Penalty: 3643.586914
	Iteration 19Q: 3 clusters Score -9429942 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9430040.000000 Penalty: 3643.586914
	Iteration 20F: 3 clusters Score -9430040 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9430211.000000 Penalty: 3643.586914
	Iteration 21Q: 3 clusters Score -9430211 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -9430326.000000 Penalty: 3643.586914
	Iteration 22Q: 3 clusters Score -9430326 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -9430435.000000 Penalty: 3643.586914
	Iteration 23Q: 3 clusters Score -9430435 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9430528.000000 Penalty: 3643.586914
	Iteration 24Q: 3 clusters Score -9430528 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -9430631.000000 Penalty: 3643.586914
	Iteration 25Q: 3 clusters Score -9430631 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -9430769.000000 Penalty: 3643.586914
	Iteration 26Q: 3 clusters Score -9430769 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9430870.000000 Penalty: 3643.586914
	Iteration 27Q: 3 clusters Score -9430870 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9430980.000000 Penalty: 3643.586914
	Iteration 28Q: 3 clusters Score -9430980 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -9431054.000000 Penalty: 3643.586914
	Iteration 29Q: 3 clusters Score -9431054 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9431127.000000 Penalty: 3643.586914
	Iteration 30Q: 3 clusters Score -9431127 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -9431151.000000 Penalty: 3643.586914
	Iteration 31Q: 3 clusters Score -9431151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9431244.000000 Penalty: 3643.586914
	Iteration 32Q: 3 clusters Score -9431244 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9431277.000000 Penalty: 3643.586914
	Iteration 33Q: 3 clusters Score -9431277 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9431319.000000 Penalty: 3643.586914
	Iteration 34Q: 3 clusters Score -9431319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9431360.000000 Penalty: 3643.586914
	Iteration 35Q: 3 clusters Score -9431360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9431370.000000 Penalty: 3643.586914
	Iteration 36Q: 3 clusters Score -9431370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9431390.000000 Penalty: 3643.586914
	Iteration 37Q: 3 clusters Score -9431390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9431407.000000 Penalty: 3643.586914
	Iteration 38Q: 3 clusters Score -9431407 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9431440.000000 Penalty: 3643.586914
	Iteration 39Q: 3 clusters Score -9431440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9431465.000000 Penalty: 3643.586914
	Iteration 40F: 3 clusters Score -9431465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9431478.000000 Penalty: 3643.586914
	Iteration 41Q: 3 clusters Score -9431478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9431490.000000 Penalty: 3643.586914
	Iteration 42Q: 3 clusters Score -9431490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9431475.000000 Penalty: 3643.586914
	Iteration 43Q: 3 clusters Score -9431475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9431482.000000 Penalty: 3643.586914
	Iteration 44Q: 3 clusters Score -9431482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9431491.000000 Penalty: 3643.586914
	Iteration 45Q: 3 clusters Score -9431491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9431493.000000 Penalty: 3643.586914
	Iteration 46Q: 3 clusters Score -9431493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9431499.000000 Penalty: 3643.586914
	Iteration 47Q: 3 clusters Score -9431499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9431503.000000 Penalty: 3643.586914
	Iteration 48Q: 3 clusters Score -9431503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9431499.000000 Penalty: 3643.586914
	Iteration 49Q: 3 clusters Score -9431499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9431502.000000 Penalty: 3643.586914
	Iteration 50Q: 3 clusters Score -9431502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9431513.000000 Penalty: 3643.586914
	Iteration 51Q: 3 clusters Score -9431513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9431519.000000 Penalty: 3643.586914
	Iteration 52Q: 3 clusters Score -9431519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9431510.000000 Penalty: 3643.586914
	Iteration 53Q: 3 clusters Score -9431510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9431514.000000 Penalty: 3643.586914
	Iteration 54Q: 3 clusters Score -9431514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9431519.000000 Penalty: 3643.586914
	Iteration 55Q: 3 clusters Score -9431519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9431521.000000 Penalty: 3643.586914
	Iteration 56Q: 3 clusters Score -9431521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9431528.000000 Penalty: 3643.586914
	Iteration 57Q: 3 clusters Score -9431528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9431521.000000 Penalty: 3643.586914
	Iteration 58Q: 3 clusters Score -9431521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9431521.000000 Penalty: 3643.586914
	Iteration 59Q: 3 clusters Score -9431521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9431521.000000 Penalty: 3643.586914
	Iteration 60F: 3 clusters Score -9431521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -721366.812500 Penalty: 1405.421509
	Iteration 0F: 2 clusters Score -721366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -716922.875000 Penalty: 2810.843018
	Iteration 0F: 3 clusters Score -716922.9 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -718342.937500 Penalty: 2810.843018
	Iteration 1F: 3 clusters Score -718342.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -718613.000000 Penalty: 2810.843018
	Iteration 2F: 3 clusters Score -718613 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -718830.187500 Penalty: 2810.843018
	Iteration 3F: 3 clusters Score -718830.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -719028.187500 Penalty: 2810.843018
	Iteration 4F: 3 clusters Score -719028.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -719194.312500 Penalty: 2810.843018
	Iteration 5Q: 3 clusters Score -719194.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -719343.812500 Penalty: 2810.843018
	Iteration 6Q: 3 clusters Score -719343.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -719463.437500 Penalty: 2810.843018
	Iteration 7Q: 3 clusters Score -719463.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -719573.000000 Penalty: 2810.843018
	Iteration 8Q: 3 clusters Score -719573 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -719653.500000 Penalty: 2810.843018
	Iteration 9Q: 3 clusters Score -719653.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -719724.187500 Penalty: 2810.843018
	Iteration 10Q: 3 clusters Score -719724.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -719782.750000 Penalty: 2810.843018
	Iteration 11Q: 3 clusters Score -719782.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -719826.250000 Penalty: 2810.843018
	Iteration 12Q: 3 clusters Score -719826.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -719868.437500 Penalty: 2810.843018
	Iteration 13Q: 3 clusters Score -719868.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -719910.062500 Penalty: 2810.843018
	Iteration 14Q: 3 clusters Score -719910.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -719946.812500 Penalty: 2810.843018
	Iteration 15Q: 3 clusters Score -719946.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -719968.437500 Penalty: 2810.843018
	Iteration 16Q: 3 clusters Score -719968.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -719987.062500 Penalty: 2810.843018
	Iteration 17Q: 3 clusters Score -719987.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -720000.562500 Penalty: 2810.843018
	Iteration 18Q: 3 clusters Score -720000.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -720013.375000 Penalty: 2810.843018
	Iteration 19Q: 3 clusters Score -720013.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -720024.687500 Penalty: 2810.843018
	Iteration 20F: 3 clusters Score -720024.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -720033.812500 Penalty: 2810.843018
	Iteration 21Q: 3 clusters Score -720033.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -720044.187500 Penalty: 2810.843018
	Iteration 22Q: 3 clusters Score -720044.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -720055.625000 Penalty: 2810.843018
	Iteration 23Q: 3 clusters Score -720055.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -720066.250000 Penalty: 2810.843018
	Iteration 24Q: 3 clusters Score -720066.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -720071.687500 Penalty: 2810.843018
	Iteration 25Q: 3 clusters Score -720071.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -720077.875000 Penalty: 2810.843018
	Iteration 26Q: 3 clusters Score -720077.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -720081.687500 Penalty: 2810.843018
	Iteration 27Q: 3 clusters Score -720081.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -720083.375000 Penalty: 2810.843018
	Iteration 28Q: 3 clusters Score -720083.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -720087.812500 Penalty: 2810.843018
	Iteration 29Q: 3 clusters Score -720087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -720092.812500 Penalty: 2810.843018
	Iteration 30Q: 3 clusters Score -720092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -720097.812500 Penalty: 2810.843018
	Iteration 31Q: 3 clusters Score -720097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -720100.375000 Penalty: 2810.843018
	Iteration 32Q: 3 clusters Score -720100.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -720104.437500 Penalty: 2810.843018
	Iteration 33Q: 3 clusters Score -720104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -720106.625000 Penalty: 2810.843018
	Iteration 34Q: 3 clusters Score -720106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -720107.062500 Penalty: 2810.843018
	Iteration 35Q: 3 clusters Score -720107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -720109.812500 Penalty: 2810.843018
	Iteration 36Q: 3 clusters Score -720109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -720111.125000 Penalty: 2810.843018
	Iteration 37Q: 3 clusters Score -720111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -720112.687500 Penalty: 2810.843018
	Iteration 38Q: 3 clusters Score -720112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -720113.750000 Penalty: 2810.843018
	Iteration 39Q: 3 clusters Score -720113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -720113.750000 Penalty: 2810.843018
	Iteration 40F: 3 clusters Score -720113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1511613.750000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1511614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1502796.250000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1502796 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1505910.750000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1505911 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1506484.625000 Penalty: 3073.158203
	Iteration 2F: 3 clusters Score -1506485 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1507067.500000 Penalty: 3073.158203
	Iteration 3F: 3 clusters Score -1507068 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1507547.000000 Penalty: 3073.158203
	Iteration 4F: 3 clusters Score -1507547 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1507888.000000 Penalty: 3073.158203
	Iteration 5F: 3 clusters Score -1507888 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1508143.125000 Penalty: 3073.158203
	Iteration 6Q: 3 clusters Score -1508143 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1508343.125000 Penalty: 3073.158203
	Iteration 7Q: 3 clusters Score -1508343 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1508468.250000 Penalty: 3073.158203
	Iteration 8Q: 3 clusters Score -1508468 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1508557.375000 Penalty: 3073.158203
	Iteration 9Q: 3 clusters Score -1508557 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1508614.875000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1508615 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1508656.500000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1508656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1508694.250000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1508694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1508717.500000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1508718 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1508741.125000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1508741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1508755.625000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1508756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1508774.625000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1508775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1508786.500000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1508786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1508791.875000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1508792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1508801.125000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1508801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1508809.750000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1508810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1508816.500000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1508816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1508824.375000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1508824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1508837.625000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1508838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1508846.000000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1508846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1508850.125000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1508850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1508861.625000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1508862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1508870.750000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1508871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1508890.125000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1508890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1508898.500000 Penalty: 3073.158203
	Iteration 29Q: 3 clusters Score -1508898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1508911.750000 Penalty: 3073.158203
	Iteration 30Q: 3 clusters Score -1508912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1508922.375000 Penalty: 3073.158203
	Iteration 31Q: 3 clusters Score -1508922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1508937.500000 Penalty: 3073.158203
	Iteration 32Q: 3 clusters Score -1508938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1508949.750000 Penalty: 3073.158203
	Iteration 33Q: 3 clusters Score -1508950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1508967.750000 Penalty: 3073.158203
	Iteration 34Q: 3 clusters Score -1508968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1508987.500000 Penalty: 3073.158203
	Iteration 35Q: 3 clusters Score -1508988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1508998.875000 Penalty: 3073.158203
	Iteration 36Q: 3 clusters Score -1508999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1509022.125000 Penalty: 3073.158203
	Iteration 37Q: 3 clusters Score -1509022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1509044.500000 Penalty: 3073.158203
	Iteration 38Q: 3 clusters Score -1509044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1509053.375000 Penalty: 3073.158203
	Iteration 39Q: 3 clusters Score -1509053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1509064.750000 Penalty: 3073.158203
	Iteration 40F: 3 clusters Score -1509065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1509079.750000 Penalty: 3073.158203
	Iteration 41Q: 3 clusters Score -1509080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1509089.375000 Penalty: 3073.158203
	Iteration 42Q: 3 clusters Score -1509089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1509103.500000 Penalty: 3073.158203
	Iteration 43Q: 3 clusters Score -1509104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1509120.375000 Penalty: 3073.158203
	Iteration 44Q: 3 clusters Score -1509120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1509131.750000 Penalty: 3073.158203
	Iteration 45Q: 3 clusters Score -1509132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1509152.125000 Penalty: 3073.158203
	Iteration 46Q: 3 clusters Score -1509152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1509164.125000 Penalty: 3073.158203
	Iteration 47Q: 3 clusters Score -1509164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1509180.625000 Penalty: 3073.158203
	Iteration 48Q: 3 clusters Score -1509181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1509193.250000 Penalty: 3073.158203
	Iteration 49Q: 3 clusters Score -1509193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1509214.625000 Penalty: 3073.158203
	Iteration 50Q: 3 clusters Score -1509215 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1509225.125000 Penalty: 3073.158203
	Iteration 51Q: 3 clusters Score -1509225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1509240.000000 Penalty: 3073.158203
	Iteration 52Q: 3 clusters Score -1509240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1509252.375000 Penalty: 3073.158203
	Iteration 53Q: 3 clusters Score -1509252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1509268.750000 Penalty: 3073.158203
	Iteration 54Q: 3 clusters Score -1509269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1509281.625000 Penalty: 3073.158203
	Iteration 55Q: 3 clusters Score -1509282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1509296.875000 Penalty: 3073.158203
	Iteration 56Q: 3 clusters Score -1509297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1509315.875000 Penalty: 3073.158203
	Iteration 57Q: 3 clusters Score -1509316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1509331.500000 Penalty: 3073.158203
	Iteration 58Q: 3 clusters Score -1509332 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1509347.000000 Penalty: 3073.158203
	Iteration 59Q: 3 clusters Score -1509347 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1509366.875000 Penalty: 3073.158203
	Iteration 60F: 3 clusters Score -1509367 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1509384.625000 Penalty: 3073.158203
	Iteration 61Q: 3 clusters Score -1509385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1509411.250000 Penalty: 3073.158203
	Iteration 62Q: 3 clusters Score -1509411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1509432.875000 Penalty: 3073.158203
	Iteration 63Q: 3 clusters Score -1509433 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1509461.625000 Penalty: 3073.158203
	Iteration 64Q: 3 clusters Score -1509462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1509483.500000 Penalty: 3073.158203
	Iteration 65Q: 3 clusters Score -1509484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1509513.750000 Penalty: 3073.158203
	Iteration 66Q: 3 clusters Score -1509514 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1509544.500000 Penalty: 3073.158203
	Iteration 67Q: 3 clusters Score -1509544 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1509570.250000 Penalty: 3073.158203
	Iteration 68Q: 3 clusters Score -1509570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1509600.375000 Penalty: 3073.158203
	Iteration 69Q: 3 clusters Score -1509600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1509627.125000 Penalty: 3073.158203
	Iteration 70Q: 3 clusters Score -1509627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1509650.375000 Penalty: 3073.158203
	Iteration 71Q: 3 clusters Score -1509650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1509680.625000 Penalty: 3073.158203
	Iteration 72Q: 3 clusters Score -1509681 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1509718.125000 Penalty: 3073.158203
	Iteration 73Q: 3 clusters Score -1509718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1509760.750000 Penalty: 3073.158203
	Iteration 74Q: 3 clusters Score -1509761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1509797.875000 Penalty: 3073.158203
	Iteration 75Q: 3 clusters Score -1509798 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1509838.500000 Penalty: 3073.158203
	Iteration 76Q: 3 clusters Score -1509838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1509879.750000 Penalty: 3073.158203
	Iteration 77Q: 3 clusters Score -1509880 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1509926.375000 Penalty: 3073.158203
	Iteration 78Q: 3 clusters Score -1509926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1509973.625000 Penalty: 3073.158203
	Iteration 79Q: 3 clusters Score -1509974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1510033.000000 Penalty: 3073.158203
	Iteration 80F: 3 clusters Score -1510033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1510083.625000 Penalty: 3073.158203
	Iteration 81Q: 3 clusters Score -1510084 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1510134.750000 Penalty: 3073.158203
	Iteration 82Q: 3 clusters Score -1510135 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1510188.000000 Penalty: 3073.158203
	Iteration 83Q: 3 clusters Score -1510188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1510231.250000 Penalty: 3073.158203
	Iteration 84Q: 3 clusters Score -1510231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1510272.250000 Penalty: 3073.158203
	Iteration 85Q: 3 clusters Score -1510272 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1510310.000000 Penalty: 3073.158203
	Iteration 86Q: 3 clusters Score -1510310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1510359.625000 Penalty: 3073.158203
	Iteration 87Q: 3 clusters Score -1510360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1510407.125000 Penalty: 3073.158203
	Iteration 88Q: 3 clusters Score -1510407 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1510463.500000 Penalty: 3073.158203
	Iteration 89Q: 3 clusters Score -1510464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1510505.125000 Penalty: 3073.158203
	Iteration 90Q: 3 clusters Score -1510505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1510539.625000 Penalty: 3073.158203
	Iteration 91Q: 3 clusters Score -1510540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1510577.500000 Penalty: 3073.158203
	Iteration 92Q: 3 clusters Score -1510578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1510612.000000 Penalty: 3073.158203
	Iteration 93Q: 3 clusters Score -1510612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1510645.875000 Penalty: 3073.158203
	Iteration 94Q: 3 clusters Score -1510646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1510671.625000 Penalty: 3073.158203
	Iteration 95Q: 3 clusters Score -1510672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1510698.250000 Penalty: 3073.158203
	Iteration 96Q: 3 clusters Score -1510698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1510725.750000 Penalty: 3073.158203
	Iteration 97Q: 3 clusters Score -1510726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1510737.625000 Penalty: 3073.158203
	Iteration 98Q: 3 clusters Score -1510738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1510754.250000 Penalty: 3073.158203
	Iteration 99Q: 3 clusters Score -1510754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1510766.875000 Penalty: 3073.158203
	Iteration 100F: 3 clusters Score -1510767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1510773.750000 Penalty: 3073.158203
	Iteration 101Q: 3 clusters Score -1510774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1510780.875000 Penalty: 3073.158203
	Iteration 102Q: 3 clusters Score -1510781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1510789.500000 Penalty: 3073.158203
	Iteration 103Q: 3 clusters Score -1510790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1510797.125000 Penalty: 3073.158203
	Iteration 104Q: 3 clusters Score -1510797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1510801.500000 Penalty: 3073.158203
	Iteration 105Q: 3 clusters Score -1510802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1510802.750000 Penalty: 3073.158203
	Iteration 106Q: 3 clusters Score -1510803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1510811.250000 Penalty: 3073.158203
	Iteration 107Q: 3 clusters Score -1510811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1510820.875000 Penalty: 3073.158203
	Iteration 108Q: 3 clusters Score -1510821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1510835.500000 Penalty: 3073.158203
	Iteration 109Q: 3 clusters Score -1510836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1510848.000000 Penalty: 3073.158203
	Iteration 110Q: 3 clusters Score -1510848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1510853.625000 Penalty: 3073.158203
	Iteration 111Q: 3 clusters Score -1510854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1510861.500000 Penalty: 3073.158203
	Iteration 112Q: 3 clusters Score -1510862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1510866.750000 Penalty: 3073.158203
	Iteration 113Q: 3 clusters Score -1510867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1510866.000000 Penalty: 3073.158203
	Iteration 114Q: 3 clusters Score -1510866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1510867.125000 Penalty: 3073.158203
	Iteration 115Q: 3 clusters Score -1510867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1510870.000000 Penalty: 3073.158203
	Iteration 116Q: 3 clusters Score -1510870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1510870.250000 Penalty: 3073.158203
	Iteration 117Q: 3 clusters Score -1510870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1510871.250000 Penalty: 3073.158203
	Iteration 118Q: 3 clusters Score -1510871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1510872.750000 Penalty: 3073.158203
	Iteration 119Q: 3 clusters Score -1510873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1510870.250000 Penalty: 3073.158203
	Iteration 120F: 3 clusters Score -1510870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1510873.375000 Penalty: 3073.158203
	Iteration 121Q: 3 clusters Score -1510873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1510874.625000 Penalty: 3073.158203
	Iteration 122Q: 3 clusters Score -1510875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1510875.000000 Penalty: 3073.158203
	Iteration 123Q: 3 clusters Score -1510875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1510875.750000 Penalty: 3073.158203
	Iteration 124Q: 3 clusters Score -1510876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1510876.250000 Penalty: 3073.158203
	Iteration 125Q: 3 clusters Score -1510876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1510877.875000 Penalty: 3073.158203
	Iteration 126Q: 3 clusters Score -1510878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1510877.000000 Penalty: 3073.158203
	Iteration 127Q: 3 clusters Score -1510877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1510877.375000 Penalty: 3073.158203
	Iteration 128Q: 3 clusters Score -1510877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1510877.375000 Penalty: 3073.158203
	Iteration 129F: 3 clusters Score -1510877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -340478.000000 Penalty: 1283.068848
	Iteration 0F: 2 clusters Score -340478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -337967.281250 Penalty: 2566.137695
	Iteration 0F: 3 clusters Score -337967.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -338597.281250 Penalty: 2566.137695
	Iteration 1F: 3 clusters Score -338597.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -338747.281250 Penalty: 2566.137695
	Iteration 2F: 3 clusters Score -338747.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -338846.125000 Penalty: 2566.137695
	Iteration 3F: 3 clusters Score -338846.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -338932.843750 Penalty: 2566.137695
	Iteration 4Q: 3 clusters Score -338932.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -339008.656250 Penalty: 2566.137695
	Iteration 5Q: 3 clusters Score -339008.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -339090.281250 Penalty: 2566.137695
	Iteration 6Q: 3 clusters Score -339090.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -339154.718750 Penalty: 2566.137695
	Iteration 7Q: 3 clusters Score -339154.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -339194.312500 Penalty: 2566.137695
	Iteration 8Q: 3 clusters Score -339194.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -339226.468750 Penalty: 2566.137695
	Iteration 9Q: 3 clusters Score -339226.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -339249.500000 Penalty: 2566.137695
	Iteration 10Q: 3 clusters Score -339249.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -339268.125000 Penalty: 2566.137695
	Iteration 11Q: 3 clusters Score -339268.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -339280.312500 Penalty: 2566.137695
	Iteration 12Q: 3 clusters Score -339280.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -339289.593750 Penalty: 2566.137695
	Iteration 13Q: 3 clusters Score -339289.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -339294.843750 Penalty: 2566.137695
	Iteration 14Q: 3 clusters Score -339294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339300.156250 Penalty: 2566.137695
	Iteration 15Q: 3 clusters Score -339300.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -339306.750000 Penalty: 2566.137695
	Iteration 16Q: 3 clusters Score -339306.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -339315.500000 Penalty: 2566.137695
	Iteration 17Q: 3 clusters Score -339315.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -339321.531250 Penalty: 2566.137695
	Iteration 18Q: 3 clusters Score -339321.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -339330.000000 Penalty: 2566.137695
	Iteration 19Q: 3 clusters Score -339330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -339339.531250 Penalty: 2566.137695
	Iteration 20F: 3 clusters Score -339339.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -339348.843750 Penalty: 2566.137695
	Iteration 21Q: 3 clusters Score -339348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -339355.468750 Penalty: 2566.137695
	Iteration 22Q: 3 clusters Score -339355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -339365.437500 Penalty: 2566.137695
	Iteration 23Q: 3 clusters Score -339365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -339370.781250 Penalty: 2566.137695
	Iteration 24Q: 3 clusters Score -339370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -339375.593750 Penalty: 2566.137695
	Iteration 25Q: 3 clusters Score -339375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -339380.562500 Penalty: 2566.137695
	Iteration 26Q: 3 clusters Score -339380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -339383.218750 Penalty: 2566.137695
	Iteration 27Q: 3 clusters Score -339383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -339384.125000 Penalty: 2566.137695
	Iteration 28Q: 3 clusters Score -339384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -339384.187500 Penalty: 2566.137695
	Iteration 29Q: 3 clusters Score -339384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -339385.500000 Penalty: 2566.137695
	Iteration 30Q: 3 clusters Score -339385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -339386.937500 Penalty: 2566.137695
	Iteration 31Q: 3 clusters Score -339386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -339386.781250 Penalty: 2566.137695
	Iteration 32Q: 3 clusters Score -339386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -339388.281250 Penalty: 2566.137695
	Iteration 33Q: 3 clusters Score -339388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -339390.968750 Penalty: 2566.137695
	Iteration 34Q: 3 clusters Score -339391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -339395.593750 Penalty: 2566.137695
	Iteration 35Q: 3 clusters Score -339395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -339397.500000 Penalty: 2566.137695
	Iteration 36Q: 3 clusters Score -339397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -339398.781250 Penalty: 2566.137695
	Iteration 37Q: 3 clusters Score -339398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -339401.125000 Penalty: 2566.137695
	Iteration 38Q: 3 clusters Score -339401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -339404.531250 Penalty: 2566.137695
	Iteration 39Q: 3 clusters Score -339404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -339406.406250 Penalty: 2566.137695
	Iteration 40F: 3 clusters Score -339406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -339410.406250 Penalty: 2566.137695
	Iteration 41Q: 3 clusters Score -339410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -339414.531250 Penalty: 2566.137695
	Iteration 42Q: 3 clusters Score -339414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -339418.937500 Penalty: 2566.137695
	Iteration 43Q: 3 clusters Score -339418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -339423.375000 Penalty: 2566.137695
	Iteration 44Q: 3 clusters Score -339423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -339426.000000 Penalty: 2566.137695
	Iteration 45Q: 3 clusters Score -339426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -339426.343750 Penalty: 2566.137695
	Iteration 46Q: 3 clusters Score -339426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -339426.343750 Penalty: 2566.137695
	Iteration 47F: 3 clusters Score -339426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -538471.125000 Penalty: 1354.780273
	Iteration 0F: 2 clusters Score -538471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -535033.625000 Penalty: 2709.560547
	Iteration 0F: 3 clusters Score -535033.6 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -535976.500000 Penalty: 2709.560547
	Iteration 1F: 3 clusters Score -535976.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -536176.750000 Penalty: 2709.560547
	Iteration 2F: 3 clusters Score -536176.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -536353.062500 Penalty: 2709.560547
	Iteration 3F: 3 clusters Score -536353.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -536540.687500 Penalty: 2709.560547
	Iteration 4F: 3 clusters Score -536540.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -536704.750000 Penalty: 2709.560547
	Iteration 5F: 3 clusters Score -536704.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -536833.250000 Penalty: 2709.560547
	Iteration 6Q: 3 clusters Score -536833.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -536960.437500 Penalty: 2709.560547
	Iteration 7Q: 3 clusters Score -536960.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -537046.812500 Penalty: 2709.560547
	Iteration 8Q: 3 clusters Score -537046.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -537117.937500 Penalty: 2709.560547
	Iteration 9Q: 3 clusters Score -537117.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -537170.187500 Penalty: 2709.560547
	Iteration 10Q: 3 clusters Score -537170.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -537202.750000 Penalty: 2709.560547
	Iteration 11Q: 3 clusters Score -537202.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -537227.437500 Penalty: 2709.560547
	Iteration 12Q: 3 clusters Score -537227.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -537243.375000 Penalty: 2709.560547
	Iteration 13Q: 3 clusters Score -537243.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -537257.562500 Penalty: 2709.560547
	Iteration 14Q: 3 clusters Score -537257.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -537268.375000 Penalty: 2709.560547
	Iteration 15Q: 3 clusters Score -537268.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -537280.250000 Penalty: 2709.560547
	Iteration 16Q: 3 clusters Score -537280.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -537291.187500 Penalty: 2709.560547
	Iteration 17Q: 3 clusters Score -537291.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -537302.187500 Penalty: 2709.560547
	Iteration 18Q: 3 clusters Score -537302.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -537309.687500 Penalty: 2709.560547
	Iteration 19Q: 3 clusters Score -537309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -537317.000000 Penalty: 2709.560547
	Iteration 20F: 3 clusters Score -537317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -537322.437500 Penalty: 2709.560547
	Iteration 21Q: 3 clusters Score -537322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -537325.500000 Penalty: 2709.560547
	Iteration 22Q: 3 clusters Score -537325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -537326.000000 Penalty: 2709.560547
	Iteration 23Q: 3 clusters Score -537326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -537328.500000 Penalty: 2709.560547
	Iteration 24Q: 3 clusters Score -537328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -537328.875000 Penalty: 2709.560547
	Iteration 25Q: 3 clusters Score -537328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -537330.437500 Penalty: 2709.560547
	Iteration 26Q: 3 clusters Score -537330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -537331.500000 Penalty: 2709.560547
	Iteration 27Q: 3 clusters Score -537331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -537331.500000 Penalty: 2709.560547
	Iteration 28F: 3 clusters Score -537331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Entering Unmasked Estep 
Score: -5838267.500000 Penalty: 1738.148560
	Iteration 0F: 2 clusters Score -5838268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5808676.000000 Penalty: 3476.297119
	Iteration 0F: 3 clusters Score -5808676 nChanged 20704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5820547.500000 Penalty: 3476.297119
	Iteration 1F: 3 clusters Score -5820548 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -5821134.000000 Penalty: 3476.297119
	Iteration 2Q: 3 clusters Score -5821134 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5821760.500000 Penalty: 3476.297119
	Iteration 3Q: 3 clusters Score -5821760 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5822443.000000 Penalty: 3476.297119
	Iteration 4Q: 3 clusters Score -5822443 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -5823136.000000 Penalty: 3476.297119
	Iteration 5Q: 3 clusters Score -5823136 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5823889.000000 Penalty: 3476.297119
	Iteration 6Q: 3 clusters Score -5823889 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5824630.000000 Penalty: 3476.297119
	Iteration 7Q: 3 clusters Score -5824630 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -5825331.500000 Penalty: 3476.297119
	Iteration 8Q: 3 clusters Score -5825332 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -5826073.500000 Penalty: 3476.297119
	Iteration 9Q: 3 clusters Score -5826074 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5826915.500000 Penalty: 3476.297119
	Iteration 10Q: 3 clusters Score -5826916 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5827991.000000 Penalty: 3476.297119
	Iteration 11Q: 3 clusters Score -5827991 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -5829163.000000 Penalty: 3476.297119
	Iteration 12Q: 3 clusters Score -5829163 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -5830567.500000 Penalty: 3476.297119
	Iteration 13Q: 3 clusters Score -5830568 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5832074.500000 Penalty: 3476.297119
	Iteration 14Q: 3 clusters Score -5832074 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5833628.500000 Penalty: 3476.297119
	Iteration 15Q: 3 clusters Score -5833628 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5835015.500000 Penalty: 3476.297119
	Iteration 16Q: 3 clusters Score -5835016 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5835987.500000 Penalty: 3476.297119
	Iteration 17Q: 3 clusters Score -5835988 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5836439.500000 Penalty: 3476.297119
	Iteration 18Q: 3 clusters Score -5836440 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5836581.000000 Penalty: 3476.297119
	Iteration 19Q: 3 clusters Score -5836581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5836623.000000 Penalty: 3476.297119
	Iteration 20F: 3 clusters Score -5836623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5836654.500000 Penalty: 3476.297119
	Iteration 21Q: 3 clusters Score -5836654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5836692.500000 Penalty: 3476.297119
	Iteration 22Q: 3 clusters Score -5836692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5836707.500000 Penalty: 3476.297119
	Iteration 23Q: 3 clusters Score -5836708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5836727.500000 Penalty: 3476.297119
	Iteration 24Q: 3 clusters Score -5836728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5836737.500000 Penalty: 3476.297119
	Iteration 25Q: 3 clusters Score -5836738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5836741.500000 Penalty: 3476.297119
	Iteration 26Q: 3 clusters Score -5836742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5836739.000000 Penalty: 3476.297119
	Iteration 27Q: 3 clusters Score -5836739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5836739.000000 Penalty: 3476.297119
	Iteration 28F: 3 clusters Score -5836739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Entering Unmasked Estep 
Score: -6179744.500000 Penalty: 1755.708618
	Iteration 0F: 2 clusters Score -6179744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6146833.000000 Penalty: 3511.417236
	Iteration 0F: 3 clusters Score -6146833 nChanged 23088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -6159948.500000 Penalty: 3511.417236
	Iteration 1F: 3 clusters Score -6159948 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6160544.000000 Penalty: 3511.417236
	Iteration 2Q: 3 clusters Score -6160544 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6161241.500000 Penalty: 3511.417236
	Iteration 3Q: 3 clusters Score -6161242 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -6162178.500000 Penalty: 3511.417236
	Iteration 4Q: 3 clusters Score -6162178 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6163538.000000 Penalty: 3511.417236
	Iteration 5F: 3 clusters Score -6163538 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6165454.500000 Penalty: 3511.417236
	Iteration 6F: 3 clusters Score -6165454 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6167971.000000 Penalty: 3511.417236
	Iteration 7F: 3 clusters Score -6167971 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -6170683.500000 Penalty: 3511.417236
	Iteration 8F: 3 clusters Score -6170684 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -6173033.000000 Penalty: 3511.417236
	Iteration 9F: 3 clusters Score -6173033 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -6174701.000000 Penalty: 3511.417236
	Iteration 10Q: 3 clusters Score -6174701 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6175863.500000 Penalty: 3511.417236
	Iteration 11Q: 3 clusters Score -6175864 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -6176725.000000 Penalty: 3511.417236
	Iteration 12Q: 3 clusters Score -6176725 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -6177267.500000 Penalty: 3511.417236
	Iteration 13Q: 3 clusters Score -6177268 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6177645.000000 Penalty: 3511.417236
	Iteration 14Q: 3 clusters Score -6177645 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6177853.000000 Penalty: 3511.417236
	Iteration 15Q: 3 clusters Score -6177853 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6177991.500000 Penalty: 3511.417236
	Iteration 16Q: 3 clusters Score -6177992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -6178071.500000 Penalty: 3511.417236
	Iteration 17Q: 3 clusters Score -6178072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -6178107.500000 Penalty: 3511.417236
	Iteration 18Q: 3 clusters Score -6178108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -6178145.500000 Penalty: 3511.417236
	Iteration 19Q: 3 clusters Score -6178146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -6178181.000000 Penalty: 3511.417236
	Iteration 20F: 3 clusters Score -6178181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -6178199.500000 Penalty: 3511.417236
	Iteration 21Q: 3 clusters Score -6178200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6178211.000000 Penalty: 3511.417236
	Iteration 22Q: 3 clusters Score -6178211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -6178233.000000 Penalty: 3511.417236
	Iteration 23Q: 3 clusters Score -6178233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -6178245.000000 Penalty: 3511.417236
	Iteration 24Q: 3 clusters Score -6178245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6178256.000000 Penalty: 3511.417236
	Iteration 25Q: 3 clusters Score -6178256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -6178254.000000 Penalty: 3511.417236
	Iteration 26Q: 3 clusters Score -6178254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6178258.500000 Penalty: 3511.417236
	Iteration 27Q: 3 clusters Score -6178258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -6178260.500000 Penalty: 3511.417236
	Iteration 28Q: 3 clusters Score -6178260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -6178259.000000 Penalty: 3511.417236
	Iteration 29Q: 3 clusters Score -6178259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6178264.500000 Penalty: 3511.417236
	Iteration 30Q: 3 clusters Score -6178264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6178268.500000 Penalty: 3511.417236
	Iteration 31Q: 3 clusters Score -6178268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -6178272.500000 Penalty: 3511.417236
	Iteration 32Q: 3 clusters Score -6178272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6178272.000000 Penalty: 3511.417236
	Iteration 33Q: 3 clusters Score -6178272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6178272.000000 Penalty: 3511.417236
	Iteration 34F: 3 clusters Score -6178272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Entering Unmasked Estep 
Score: -2131577.250000 Penalty: 1579.877808
	Iteration 0F: 2 clusters Score -2131577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2120135.000000 Penalty: 3159.755615
	Iteration 0F: 3 clusters Score -2120135 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2124153.500000 Penalty: 3159.755615
	Iteration 1F: 3 clusters Score -2124154 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2124525.750000 Penalty: 3159.755615
	Iteration 2F: 3 clusters Score -2124526 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2124885.500000 Penalty: 3159.755615
	Iteration 3F: 3 clusters Score -2124886 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2125303.750000 Penalty: 3159.755615
	Iteration 4Q: 3 clusters Score -2125304 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2125836.000000 Penalty: 3159.755615
	Iteration 5F: 3 clusters Score -2125836 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2126567.250000 Penalty: 3159.755615
	Iteration 6F: 3 clusters Score -2126567 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2127476.500000 Penalty: 3159.755615
	Iteration 7F: 3 clusters Score -2127476 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2128405.750000 Penalty: 3159.755615
	Iteration 8F: 3 clusters Score -2128406 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2129157.250000 Penalty: 3159.755615
	Iteration 9Q: 3 clusters Score -2129157 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2129609.250000 Penalty: 3159.755615
	Iteration 10Q: 3 clusters Score -2129609 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2129878.000000 Penalty: 3159.755615
	Iteration 11Q: 3 clusters Score -2129878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2130007.750000 Penalty: 3159.755615
	Iteration 12Q: 3 clusters Score -2130008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2130095.250000 Penalty: 3159.755615
	Iteration 13Q: 3 clusters Score -2130095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2130154.250000 Penalty: 3159.755615
	Iteration 14Q: 3 clusters Score -2130154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2130178.000000 Penalty: 3159.755615
	Iteration 15Q: 3 clusters Score -2130178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2130194.000000 Penalty: 3159.755615
	Iteration 16Q: 3 clusters Score -2130194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2130204.500000 Penalty: 3159.755615
	Iteration 17Q: 3 clusters Score -2130204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2130206.250000 Penalty: 3159.755615
	Iteration 18Q: 3 clusters Score -2130206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2130204.500000 Penalty: 3159.755615
	Iteration 19Q: 3 clusters Score -2130204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2130204.750000 Penalty: 3159.755615
	Iteration 20F: 3 clusters Score -2130205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -681659.125000 Penalty: 1403.039062
	Iteration 0F: 2 clusters Score -681659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -677303.562500 Penalty: 2806.078125
	Iteration 0F: 3 clusters Score -677303.6 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -678558.812500 Penalty: 2806.078125
	Iteration 1F: 3 clusters Score -678558.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -678758.937500 Penalty: 2806.078125
	Iteration 2F: 3 clusters Score -678758.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -678920.750000 Penalty: 2806.078125
	Iteration 3F: 3 clusters Score -678920.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -679065.937500 Penalty: 2806.078125
	Iteration 4Q: 3 clusters Score -679065.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -679200.062500 Penalty: 2806.078125
	Iteration 5Q: 3 clusters Score -679200.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -679364.625000 Penalty: 2806.078125
	Iteration 6Q: 3 clusters Score -679364.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -679555.687500 Penalty: 2806.078125
	Iteration 7F: 3 clusters Score -679555.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -679727.000000 Penalty: 2806.078125
	Iteration 8Q: 3 clusters Score -679727 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -679908.250000 Penalty: 2806.078125
	Iteration 9Q: 3 clusters Score -679908.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -680032.687500 Penalty: 2806.078125
	Iteration 10Q: 3 clusters Score -680032.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -680121.875000 Penalty: 2806.078125
	Iteration 11Q: 3 clusters Score -680121.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -680183.687500 Penalty: 2806.078125
	Iteration 12Q: 3 clusters Score -680183.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -680240.625000 Penalty: 2806.078125
	Iteration 13Q: 3 clusters Score -680240.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -680288.250000 Penalty: 2806.078125
	Iteration 14Q: 3 clusters Score -680288.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -680316.125000 Penalty: 2806.078125
	Iteration 15Q: 3 clusters Score -680316.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -680335.500000 Penalty: 2806.078125
	Iteration 16Q: 3 clusters Score -680335.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -680346.937500 Penalty: 2806.078125
	Iteration 17Q: 3 clusters Score -680346.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -680357.125000 Penalty: 2806.078125
	Iteration 18Q: 3 clusters Score -680357.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -680364.250000 Penalty: 2806.078125
	Iteration 19Q: 3 clusters Score -680364.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -680373.187500 Penalty: 2806.078125
	Iteration 20F: 3 clusters Score -680373.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -680378.000000 Penalty: 2806.078125
	Iteration 21Q: 3 clusters Score -680378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -680382.937500 Penalty: 2806.078125
	Iteration 22Q: 3 clusters Score -680382.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -680387.375000 Penalty: 2806.078125
	Iteration 23Q: 3 clusters Score -680387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -680387.687500 Penalty: 2806.078125
	Iteration 24Q: 3 clusters Score -680387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -680388.250000 Penalty: 2806.078125
	Iteration 25Q: 3 clusters Score -680388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680391.125000 Penalty: 2806.078125
	Iteration 26Q: 3 clusters Score -680391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680393.312500 Penalty: 2806.078125
	Iteration 27Q: 3 clusters Score -680393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -680392.687500 Penalty: 2806.078125
	Iteration 28Q: 3 clusters Score -680392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -680394.000000 Penalty: 2806.078125
	Iteration 29Q: 3 clusters Score -680394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -680395.312500 Penalty: 2806.078125
	Iteration 30Q: 3 clusters Score -680395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -680395.375000 Penalty: 2806.078125
	Iteration 31Q: 3 clusters Score -680395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680394.687500 Penalty: 2806.078125
	Iteration 32Q: 3 clusters Score -680394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -680394.687500 Penalty: 2806.078125
	Iteration 33F: 3 clusters Score -680394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Entering Unmasked Estep 
Score: -4573174.500000 Penalty: 1696.824463
	Iteration 0F: 2 clusters Score -4573174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4550153.500000 Penalty: 3393.648926
	Iteration 0F: 3 clusters Score -4550154 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4559055.000000 Penalty: 3393.648926
	Iteration 1F: 3 clusters Score -4559055 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4559466.500000 Penalty: 3393.648926
	Iteration 2Q: 3 clusters Score -4559466 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4559875.500000 Penalty: 3393.648926
	Iteration 3Q: 3 clusters Score -4559876 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4560280.000000 Penalty: 3393.648926
	Iteration 4Q: 3 clusters Score -4560280 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4560734.500000 Penalty: 3393.648926
	Iteration 5Q: 3 clusters Score -4560734 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4561262.500000 Penalty: 3393.648926
	Iteration 6Q: 3 clusters Score -4561262 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4561990.000000 Penalty: 3393.648926
	Iteration 7Q: 3 clusters Score -4561990 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4562911.000000 Penalty: 3393.648926
	Iteration 8F: 3 clusters Score -4562911 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4564181.000000 Penalty: 3393.648926
	Iteration 9F: 3 clusters Score -4564181 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4565701.000000 Penalty: 3393.648926
	Iteration 10F: 3 clusters Score -4565701 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4567461.500000 Penalty: 3393.648926
	Iteration 11F: 3 clusters Score -4567462 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4569112.500000 Penalty: 3393.648926
	Iteration 12F: 3 clusters Score -4569112 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4570407.500000 Penalty: 3393.648926
	Iteration 13Q: 3 clusters Score -4570408 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -4571078.500000 Penalty: 3393.648926
	Iteration 14Q: 3 clusters Score -4571078 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4571386.000000 Penalty: 3393.648926
	Iteration 15Q: 3 clusters Score -4571386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4571511.500000 Penalty: 3393.648926
	Iteration 16Q: 3 clusters Score -4571512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4571569.000000 Penalty: 3393.648926
	Iteration 17Q: 3 clusters Score -4571569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4571616.000000 Penalty: 3393.648926
	Iteration 18Q: 3 clusters Score -4571616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4571641.500000 Penalty: 3393.648926
	Iteration 19Q: 3 clusters Score -4571642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4571658.500000 Penalty: 3393.648926
	Iteration 20F: 3 clusters Score -4571658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4571664.500000 Penalty: 3393.648926
	Iteration 21Q: 3 clusters Score -4571664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4571673.500000 Penalty: 3393.648926
	Iteration 22Q: 3 clusters Score -4571674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4571676.000000 Penalty: 3393.648926
	Iteration 23Q: 3 clusters Score -4571676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4571677.000000 Penalty: 3393.648926
	Iteration 24Q: 3 clusters Score -4571677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4571677.000000 Penalty: 3393.648926
	Iteration 25F: 3 clusters Score -4571677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -799870.937500 Penalty: 1423.650024
	Iteration 0F: 2 clusters Score -799870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -794976.062500 Penalty: 2847.300049
	Iteration 0F: 3 clusters Score -794976.1 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -796450.375000 Penalty: 2847.300049
	Iteration 1F: 3 clusters Score -796450.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -796645.562500 Penalty: 2847.300049
	Iteration 2F: 3 clusters Score -796645.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -796798.437500 Penalty: 2847.300049
	Iteration 3Q: 3 clusters Score -796798.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -796915.875000 Penalty: 2847.300049
	Iteration 4Q: 3 clusters Score -796915.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -797052.312500 Penalty: 2847.300049
	Iteration 5Q: 3 clusters Score -797052.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -797206.875000 Penalty: 2847.300049
	Iteration 6Q: 3 clusters Score -797206.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -797395.250000 Penalty: 2847.300049
	Iteration 7Q: 3 clusters Score -797395.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -797612.062500 Penalty: 2847.300049
	Iteration 8Q: 3 clusters Score -797612.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -797822.375000 Penalty: 2847.300049
	Iteration 9Q: 3 clusters Score -797822.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -798035.312500 Penalty: 2847.300049
	Iteration 10Q: 3 clusters Score -798035.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -798192.187500 Penalty: 2847.300049
	Iteration 11Q: 3 clusters Score -798192.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -798307.312500 Penalty: 2847.300049
	Iteration 12Q: 3 clusters Score -798307.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -798392.687500 Penalty: 2847.300049
	Iteration 13Q: 3 clusters Score -798392.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -798470.750000 Penalty: 2847.300049
	Iteration 14Q: 3 clusters Score -798470.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -798526.812500 Penalty: 2847.300049
	Iteration 15Q: 3 clusters Score -798526.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -798571.625000 Penalty: 2847.300049
	Iteration 16Q: 3 clusters Score -798571.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -798600.750000 Penalty: 2847.300049
	Iteration 17Q: 3 clusters Score -798600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -798619.250000 Penalty: 2847.300049
	Iteration 18Q: 3 clusters Score -798619.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -798631.875000 Penalty: 2847.300049
	Iteration 19Q: 3 clusters Score -798631.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -798647.937500 Penalty: 2847.300049
	Iteration 20F: 3 clusters Score -798647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -798663.437500 Penalty: 2847.300049
	Iteration 21Q: 3 clusters Score -798663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -798684.687500 Penalty: 2847.300049
	Iteration 22Q: 3 clusters Score -798684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -798695.750000 Penalty: 2847.300049
	Iteration 23Q: 3 clusters Score -798695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -798701.625000 Penalty: 2847.300049
	Iteration 24Q: 3 clusters Score -798701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -798705.812500 Penalty: 2847.300049
	Iteration 25Q: 3 clusters Score -798705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -798708.437500 Penalty: 2847.300049
	Iteration 26Q: 3 clusters Score -798708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -798717.187500 Penalty: 2847.300049
	Iteration 27Q: 3 clusters Score -798717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -798719.375000 Penalty: 2847.300049
	Iteration 28Q: 3 clusters Score -798719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -798721.500000 Penalty: 2847.300049
	Iteration 29Q: 3 clusters Score -798721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -798722.625000 Penalty: 2847.300049
	Iteration 30Q: 3 clusters Score -798722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -798723.812500 Penalty: 2847.300049
	Iteration 31Q: 3 clusters Score -798723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -798725.500000 Penalty: 2847.300049
	Iteration 32Q: 3 clusters Score -798725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -798725.562500 Penalty: 2847.300049
	Iteration 33Q: 3 clusters Score -798725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -798725.562500 Penalty: 2847.300049
	Iteration 34F: 3 clusters Score -798725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Entering Unmasked Estep 
Score: -6671829.500000 Penalty: 1758.707275
	Iteration 0F: 2 clusters Score -6671830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6638294.000000 Penalty: 3517.414551
	Iteration 0F: 3 clusters Score -6638294 nChanged 23528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6652226.000000 Penalty: 3517.414551
	Iteration 1F: 3 clusters Score -6652226 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -6653278.500000 Penalty: 3517.414551
	Iteration 2Q: 3 clusters Score -6653278 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -6655098.500000 Penalty: 3517.414551
	Iteration 3F: 3 clusters Score -6655098 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -6657741.500000 Penalty: 3517.414551
	Iteration 4F: 3 clusters Score -6657742 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -6660994.500000 Penalty: 3517.414551
	Iteration 5F: 3 clusters Score -6660994 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -6664375.000000 Penalty: 3517.414551
	Iteration 6F: 3 clusters Score -6664375 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6666929.000000 Penalty: 3517.414551
	Iteration 7F: 3 clusters Score -6666929 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6668465.000000 Penalty: 3517.414551
	Iteration 8Q: 3 clusters Score -6668465 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6669290.000000 Penalty: 3517.414551
	Iteration 9Q: 3 clusters Score -6669290 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6669730.000000 Penalty: 3517.414551
	Iteration 10Q: 3 clusters Score -6669730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6669930.000000 Penalty: 3517.414551
	Iteration 11Q: 3 clusters Score -6669930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6670045.000000 Penalty: 3517.414551
	Iteration 12Q: 3 clusters Score -6670045 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6670121.500000 Penalty: 3517.414551
	Iteration 13Q: 3 clusters Score -6670122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6670175.000000 Penalty: 3517.414551
	Iteration 14Q: 3 clusters Score -6670175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6670212.000000 Penalty: 3517.414551
	Iteration 15Q: 3 clusters Score -6670212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6670240.500000 Penalty: 3517.414551
	Iteration 16Q: 3 clusters Score -6670240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6670268.500000 Penalty: 3517.414551
	Iteration 17Q: 3 clusters Score -6670268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6670291.000000 Penalty: 3517.414551
	Iteration 18Q: 3 clusters Score -6670291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6670298.000000 Penalty: 3517.414551
	Iteration 19Q: 3 clusters Score -6670298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6670312.000000 Penalty: 3517.414551
	Iteration 20F: 3 clusters Score -6670312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6670310.000000 Penalty: 3517.414551
	Iteration 21Q: 3 clusters Score -6670310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6670309.500000 Penalty: 3517.414551
	Iteration 22Q: 3 clusters Score -6670310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6670315.500000 Penalty: 3517.414551
	Iteration 23Q: 3 clusters Score -6670316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6670313.000000 Penalty: 3517.414551
	Iteration 24Q: 3 clusters Score -6670313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6670318.500000 Penalty: 3517.414551
	Iteration 25Q: 3 clusters Score -6670318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6670322.000000 Penalty: 3517.414551
	Iteration 26Q: 3 clusters Score -6670322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6670325.500000 Penalty: 3517.414551
	Iteration 27Q: 3 clusters Score -6670326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6670325.500000 Penalty: 3517.414551
	Iteration 28F: 3 clusters Score -6670326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Entering Unmasked Estep 
Score: -8887573.000000 Penalty: 1805.690308
	Iteration 0F: 2 clusters Score -8887573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8843845.000000 Penalty: 3611.380615
	Iteration 0F: 3 clusters Score -8843845 nChanged 31555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8861837.000000 Penalty: 3611.380615
	Iteration 1F: 3 clusters Score -8861837 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -8862389.000000 Penalty: 3611.380615
	Iteration 2Q: 3 clusters Score -8862389 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8863015.000000 Penalty: 3611.380615
	Iteration 3Q: 3 clusters Score -8863015 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -8863725.000000 Penalty: 3611.380615
	Iteration 4Q: 3 clusters Score -8863725 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -8864627.000000 Penalty: 3611.380615
	Iteration 5Q: 3 clusters Score -8864627 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -8865919.000000 Penalty: 3611.380615
	Iteration 6Q: 3 clusters Score -8865919 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -8867847.000000 Penalty: 3611.380615
	Iteration 7Q: 3 clusters Score -8867847 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -8870685.000000 Penalty: 3611.380615
	Iteration 8F: 3 clusters Score -8870685 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8874303.000000 Penalty: 3611.380615
	Iteration 9F: 3 clusters Score -8874303 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8877673.000000 Penalty: 3611.380615
	Iteration 10F: 3 clusters Score -8877673 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8879699.000000 Penalty: 3611.380615
	Iteration 11Q: 3 clusters Score -8879699 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8881115.000000 Penalty: 3611.380615
	Iteration 12Q: 3 clusters Score -8881115 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -8882396.000000 Penalty: 3611.380615
	Iteration 13Q: 3 clusters Score -8882396 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -8883694.000000 Penalty: 3611.380615
	Iteration 14Q: 3 clusters Score -8883694 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8884713.000000 Penalty: 3611.380615
	Iteration 15Q: 3 clusters Score -8884713 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8885401.000000 Penalty: 3611.380615
	Iteration 16Q: 3 clusters Score -8885401 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -8885737.000000 Penalty: 3611.380615
	Iteration 17Q: 3 clusters Score -8885737 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -8885912.000000 Penalty: 3611.380615
	Iteration 18Q: 3 clusters Score -8885912 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -8885994.000000 Penalty: 3611.380615
	Iteration 19Q: 3 clusters Score -8885994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8886081.000000 Penalty: 3611.380615
	Iteration 20F: 3 clusters Score -8886081 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -8886127.000000 Penalty: 3611.380615
	Iteration 21Q: 3 clusters Score -8886127 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8886133.000000 Penalty: 3611.380615
	Iteration 22Q: 3 clusters Score -8886133 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -8886133.000000 Penalty: 3611.380615
	Iteration 23Q: 3 clusters Score -8886133 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8886124.000000 Penalty: 3611.380615
	Iteration 24Q: 3 clusters Score -8886124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8886109.000000 Penalty: 3611.380615
	Iteration 25Q: 3 clusters Score -8886109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -8886107.000000 Penalty: 3611.380615
	Iteration 26Q: 3 clusters Score -8886107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -8886119.000000 Penalty: 3611.380615
	Iteration 27Q: 3 clusters Score -8886119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -8886127.000000 Penalty: 3611.380615
	Iteration 28Q: 3 clusters Score -8886127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -8886123.000000 Penalty: 3611.380615
	Iteration 29Q: 3 clusters Score -8886123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -8886109.000000 Penalty: 3611.380615
	Iteration 30Q: 3 clusters Score -8886109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8886109.000000 Penalty: 3611.380615
	Iteration 31Q: 3 clusters Score -8886109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8886101.000000 Penalty: 3611.380615
	Iteration 32Q: 3 clusters Score -8886101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -8886105.000000 Penalty: 3611.380615
	Iteration 33Q: 3 clusters Score -8886105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8886106.000000 Penalty: 3611.380615
	Iteration 34Q: 3 clusters Score -8886106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8886099.000000 Penalty: 3611.380615
	Iteration 35Q: 3 clusters Score -8886099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -8886099.000000 Penalty: 3611.380615
	Iteration 36Q: 3 clusters Score -8886099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8886105.000000 Penalty: 3611.380615
	Iteration 37Q: 3 clusters Score -8886105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8886102.000000 Penalty: 3611.380615
	Iteration 38Q: 3 clusters Score -8886102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8886103.000000 Penalty: 3611.380615
	Iteration 39Q: 3 clusters Score -8886103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8886103.000000 Penalty: 3611.380615
	Iteration 40F: 3 clusters Score -8886103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Entering Unmasked Estep 
Score: -1983129.125000 Penalty: 1569.762573
	Iteration 0F: 2 clusters Score -1983129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1972361.250000 Penalty: 3139.525146
	Iteration 0F: 3 clusters Score -1972361 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1976125.250000 Penalty: 3139.525146
	Iteration 1F: 3 clusters Score -1976125 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1976519.375000 Penalty: 3139.525146
	Iteration 2F: 3 clusters Score -1976519 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1976845.875000 Penalty: 3139.525146
	Iteration 3F: 3 clusters Score -1976846 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1977158.875000 Penalty: 3139.525146
	Iteration 4Q: 3 clusters Score -1977159 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1977563.000000 Penalty: 3139.525146
	Iteration 5Q: 3 clusters Score -1977563 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1978050.125000 Penalty: 3139.525146
	Iteration 6F: 3 clusters Score -1978050 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1978615.250000 Penalty: 3139.525146
	Iteration 7F: 3 clusters Score -1978615 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1979223.500000 Penalty: 3139.525146
	Iteration 8F: 3 clusters Score -1979224 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1979784.250000 Penalty: 3139.525146
	Iteration 9F: 3 clusters Score -1979784 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1980318.375000 Penalty: 3139.525146
	Iteration 10Q: 3 clusters Score -1980318 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1980722.375000 Penalty: 3139.525146
	Iteration 11Q: 3 clusters Score -1980722 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1981009.375000 Penalty: 3139.525146
	Iteration 12Q: 3 clusters Score -1981009 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1981219.875000 Penalty: 3139.525146
	Iteration 13Q: 3 clusters Score -1981220 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1981400.375000 Penalty: 3139.525146
	Iteration 14Q: 3 clusters Score -1981400 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1981588.750000 Penalty: 3139.525146
	Iteration 15Q: 3 clusters Score -1981589 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1981735.125000 Penalty: 3139.525146
	Iteration 16Q: 3 clusters Score -1981735 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1981845.500000 Penalty: 3139.525146
	Iteration 17Q: 3 clusters Score -1981846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1981928.625000 Penalty: 3139.525146
	Iteration 18Q: 3 clusters Score -1981929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1981983.625000 Penalty: 3139.525146
	Iteration 19Q: 3 clusters Score -1981984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1982023.250000 Penalty: 3139.525146
	Iteration 20F: 3 clusters Score -1982023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1982049.875000 Penalty: 3139.525146
	Iteration 21Q: 3 clusters Score -1982050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1982069.750000 Penalty: 3139.525146
	Iteration 22Q: 3 clusters Score -1982070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1982076.875000 Penalty: 3139.525146
	Iteration 23Q: 3 clusters Score -1982077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1982084.375000 Penalty: 3139.525146
	Iteration 24Q: 3 clusters Score -1982084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1982096.250000 Penalty: 3139.525146
	Iteration 25Q: 3 clusters Score -1982096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1982104.625000 Penalty: 3139.525146
	Iteration 26Q: 3 clusters Score -1982105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1982110.125000 Penalty: 3139.525146
	Iteration 27Q: 3 clusters Score -1982110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1982111.500000 Penalty: 3139.525146
	Iteration 28Q: 3 clusters Score -1982112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1982116.625000 Penalty: 3139.525146
	Iteration 29Q: 3 clusters Score -1982117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1982121.250000 Penalty: 3139.525146
	Iteration 30Q: 3 clusters Score -1982121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1982127.625000 Penalty: 3139.525146
	Iteration 31Q: 3 clusters Score -1982128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1982127.375000 Penalty: 3139.525146
	Iteration 32Q: 3 clusters Score -1982127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1982131.250000 Penalty: 3139.525146
	Iteration 33Q: 3 clusters Score -1982131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1982138.750000 Penalty: 3139.525146
	Iteration 34Q: 3 clusters Score -1982139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1982139.625000 Penalty: 3139.525146
	Iteration 35Q: 3 clusters Score -1982140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1982143.625000 Penalty: 3139.525146
	Iteration 36Q: 3 clusters Score -1982144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1982142.500000 Penalty: 3139.525146
	Iteration 37Q: 3 clusters Score -1982142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1982141.875000 Penalty: 3139.525146
	Iteration 38Q: 3 clusters Score -1982142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1982144.625000 Penalty: 3139.525146
	Iteration 39Q: 3 clusters Score -1982145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1982147.500000 Penalty: 3139.525146
	Iteration 40F: 3 clusters Score -1982148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1982149.625000 Penalty: 3139.525146
	Iteration 41Q: 3 clusters Score -1982150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1982152.750000 Penalty: 3139.525146
	Iteration 42Q: 3 clusters Score -1982153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1982152.500000 Penalty: 3139.525146
	Iteration 43Q: 3 clusters Score -1982152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1982154.375000 Penalty: 3139.525146
	Iteration 44Q: 3 clusters Score -1982154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1982160.500000 Penalty: 3139.525146
	Iteration 45Q: 3 clusters Score -1982160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1982161.375000 Penalty: 3139.525146
	Iteration 46Q: 3 clusters Score -1982161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1982162.875000 Penalty: 3139.525146
	Iteration 47Q: 3 clusters Score -1982163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1982165.375000 Penalty: 3139.525146
	Iteration 48Q: 3 clusters Score -1982165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1982162.000000 Penalty: 3139.525146
	Iteration 49Q: 3 clusters Score -1982162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1982168.375000 Penalty: 3139.525146
	Iteration 50Q: 3 clusters Score -1982168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1982167.000000 Penalty: 3139.525146
	Iteration 51Q: 3 clusters Score -1982167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1982167.375000 Penalty: 3139.525146
	Iteration 52Q: 3 clusters Score -1982167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1982167.500000 Penalty: 3139.525146
	Iteration 53Q: 3 clusters Score -1982168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1982165.125000 Penalty: 3139.525146
	Iteration 54Q: 3 clusters Score -1982165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1982166.375000 Penalty: 3139.525146
	Iteration 55Q: 3 clusters Score -1982166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1982166.375000 Penalty: 3139.525146
	Iteration 56F: 3 clusters Score -1982166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Entering Unmasked Estep 
Score: -2020964.625000 Penalty: 1564.763428
	Iteration 0F: 2 clusters Score -2020965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2010461.625000 Penalty: 3129.526855
	Iteration 0F: 3 clusters Score -2010462 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2013963.875000 Penalty: 3129.526855
	Iteration 1F: 3 clusters Score -2013964 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2014222.250000 Penalty: 3129.526855
	Iteration 2F: 3 clusters Score -2014222 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2014422.000000 Penalty: 3129.526855
	Iteration 3Q: 3 clusters Score -2014422 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2014563.000000 Penalty: 3129.526855
	Iteration 4Q: 3 clusters Score -2014563 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2014680.000000 Penalty: 3129.526855
	Iteration 5Q: 3 clusters Score -2014680 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2014788.375000 Penalty: 3129.526855
	Iteration 6Q: 3 clusters Score -2014788 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2014886.125000 Penalty: 3129.526855
	Iteration 7Q: 3 clusters Score -2014886 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2014985.500000 Penalty: 3129.526855
	Iteration 8Q: 3 clusters Score -2014986 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2015104.125000 Penalty: 3129.526855
	Iteration 9Q: 3 clusters Score -2015104 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2015229.250000 Penalty: 3129.526855
	Iteration 10Q: 3 clusters Score -2015229 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2015406.875000 Penalty: 3129.526855
	Iteration 11Q: 3 clusters Score -2015407 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2015648.625000 Penalty: 3129.526855
	Iteration 12Q: 3 clusters Score -2015649 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2016032.500000 Penalty: 3129.526855
	Iteration 13Q: 3 clusters Score -2016032 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2016578.750000 Penalty: 3129.526855
	Iteration 14F: 3 clusters Score -2016579 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2017275.375000 Penalty: 3129.526855
	Iteration 15F: 3 clusters Score -2017275 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2017998.875000 Penalty: 3129.526855
	Iteration 16F: 3 clusters Score -2017999 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2018591.375000 Penalty: 3129.526855
	Iteration 17Q: 3 clusters Score -2018591 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2018954.500000 Penalty: 3129.526855
	Iteration 18Q: 3 clusters Score -2018954 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2019175.250000 Penalty: 3129.526855
	Iteration 19Q: 3 clusters Score -2019175 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2019318.625000 Penalty: 3129.526855
	Iteration 20F: 3 clusters Score -2019319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2019405.625000 Penalty: 3129.526855
	Iteration 21Q: 3 clusters Score -2019406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2019455.000000 Penalty: 3129.526855
	Iteration 22Q: 3 clusters Score -2019455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2019484.125000 Penalty: 3129.526855
	Iteration 23Q: 3 clusters Score -2019484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2019521.125000 Penalty: 3129.526855
	Iteration 24Q: 3 clusters Score -2019521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2019547.250000 Penalty: 3129.526855
	Iteration 25Q: 3 clusters Score -2019547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2019558.375000 Penalty: 3129.526855
	Iteration 26Q: 3 clusters Score -2019558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2019568.250000 Penalty: 3129.526855
	Iteration 27Q: 3 clusters Score -2019568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2019580.125000 Penalty: 3129.526855
	Iteration 28Q: 3 clusters Score -2019580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2019584.250000 Penalty: 3129.526855
	Iteration 29Q: 3 clusters Score -2019584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2019589.875000 Penalty: 3129.526855
	Iteration 30Q: 3 clusters Score -2019590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2019590.750000 Penalty: 3129.526855
	Iteration 31Q: 3 clusters Score -2019591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2019590.875000 Penalty: 3129.526855
	Iteration 32Q: 3 clusters Score -2019591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2019595.375000 Penalty: 3129.526855
	Iteration 33Q: 3 clusters Score -2019595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2019596.125000 Penalty: 3129.526855
	Iteration 34Q: 3 clusters Score -2019596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2019596.500000 Penalty: 3129.526855
	Iteration 35Q: 3 clusters Score -2019596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2019608.500000 Penalty: 3129.526855
	Iteration 36Q: 3 clusters Score -2019608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2019610.625000 Penalty: 3129.526855
	Iteration 37Q: 3 clusters Score -2019611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2019617.125000 Penalty: 3129.526855
	Iteration 38Q: 3 clusters Score -2019617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2019622.250000 Penalty: 3129.526855
	Iteration 39Q: 3 clusters Score -2019622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2019624.375000 Penalty: 3129.526855
	Iteration 40F: 3 clusters Score -2019624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2019626.125000 Penalty: 3129.526855
	Iteration 41Q: 3 clusters Score -2019626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2019626.000000 Penalty: 3129.526855
	Iteration 42Q: 3 clusters Score -2019626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2019626.000000 Penalty: 3129.526855
	Iteration 43F: 3 clusters Score -2019626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -157600.687500 Penalty: 1180.291016
	Iteration 0F: 2 clusters Score -157600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155886.765625 Penalty: 2360.582031
	Iteration 0F: 3 clusters Score -155886.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156313.687500 Penalty: 2360.582031
	Iteration 1F: 3 clusters Score -156313.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156481.234375 Penalty: 2360.582031
	Iteration 2F: 3 clusters Score -156481.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -156635.078125 Penalty: 2360.582031
	Iteration 3F: 3 clusters Score -156635.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156763.750000 Penalty: 2360.582031
	Iteration 4F: 3 clusters Score -156763.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -156870.468750 Penalty: 2360.582031
	Iteration 5F: 3 clusters Score -156870.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156968.859375 Penalty: 2360.582031
	Iteration 6F: 3 clusters Score -156968.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157053.671875 Penalty: 2360.582031
	Iteration 7Q: 3 clusters Score -157053.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157115.796875 Penalty: 2360.582031
	Iteration 8Q: 3 clusters Score -157115.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157147.296875 Penalty: 2360.582031
	Iteration 9Q: 3 clusters Score -157147.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157170.078125 Penalty: 2360.582031
	Iteration 10Q: 3 clusters Score -157170.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157199.218750 Penalty: 2360.582031
	Iteration 11Q: 3 clusters Score -157199.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157226.187500 Penalty: 2360.582031
	Iteration 12Q: 3 clusters Score -157226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157258.468750 Penalty: 2360.582031
	Iteration 13Q: 3 clusters Score -157258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157275.406250 Penalty: 2360.582031
	Iteration 14Q: 3 clusters Score -157275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157279.359375 Penalty: 2360.582031
	Iteration 15Q: 3 clusters Score -157279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157280.609375 Penalty: 2360.582031
	Iteration 16Q: 3 clusters Score -157280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157283.796875 Penalty: 2360.582031
	Iteration 17Q: 3 clusters Score -157283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157285.937500 Penalty: 2360.582031
	Iteration 18Q: 3 clusters Score -157285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157286.765625 Penalty: 2360.582031
	Iteration 19Q: 3 clusters Score -157286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157290.625000 Penalty: 2360.582031
	Iteration 20F: 3 clusters Score -157290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157294.281250 Penalty: 2360.582031
	Iteration 21Q: 3 clusters Score -157294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157297.359375 Penalty: 2360.582031
	Iteration 22Q: 3 clusters Score -157297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157301.765625 Penalty: 2360.582031
	Iteration 23Q: 3 clusters Score -157301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157304.625000 Penalty: 2360.582031
	Iteration 24Q: 3 clusters Score -157304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157305.609375 Penalty: 2360.582031
	Iteration 25Q: 3 clusters Score -157305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157306.562500 Penalty: 2360.582031
	Iteration 26Q: 3 clusters Score -157306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157306.562500 Penalty: 2360.582031
	Iteration 27F: 3 clusters Score -157306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Entering Unmasked Estep 
Score: -2654952.000000 Penalty: 1612.733643
	Iteration 0F: 2 clusters Score -2654952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2641030.250000 Penalty: 3225.467285
	Iteration 0F: 3 clusters Score -2641030 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2646249.250000 Penalty: 3225.467285
	Iteration 1F: 3 clusters Score -2646249 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2646673.500000 Penalty: 3225.467285
	Iteration 2F: 3 clusters Score -2646674 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2647165.250000 Penalty: 3225.467285
	Iteration 3Q: 3 clusters Score -2647165 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2647706.000000 Penalty: 3225.467285
	Iteration 4F: 3 clusters Score -2647706 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2648261.750000 Penalty: 3225.467285
	Iteration 5F: 3 clusters Score -2648262 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2648844.750000 Penalty: 3225.467285
	Iteration 6Q: 3 clusters Score -2648845 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2649462.250000 Penalty: 3225.467285
	Iteration 7Q: 3 clusters Score -2649462 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2650011.000000 Penalty: 3225.467285
	Iteration 8Q: 3 clusters Score -2650011 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2650481.000000 Penalty: 3225.467285
	Iteration 9Q: 3 clusters Score -2650481 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2650919.500000 Penalty: 3225.467285
	Iteration 10Q: 3 clusters Score -2650920 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2651332.000000 Penalty: 3225.467285
	Iteration 11Q: 3 clusters Score -2651332 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2651700.750000 Penalty: 3225.467285
	Iteration 12Q: 3 clusters Score -2651701 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2652050.000000 Penalty: 3225.467285
	Iteration 13Q: 3 clusters Score -2652050 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2652343.500000 Penalty: 3225.467285
	Iteration 14Q: 3 clusters Score -2652344 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2652622.250000 Penalty: 3225.467285
	Iteration 15Q: 3 clusters Score -2652622 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2652849.750000 Penalty: 3225.467285
	Iteration 16Q: 3 clusters Score -2652850 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2653016.000000 Penalty: 3225.467285
	Iteration 17Q: 3 clusters Score -2653016 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2653153.750000 Penalty: 3225.467285
	Iteration 18Q: 3 clusters Score -2653154 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2653288.750000 Penalty: 3225.467285
	Iteration 19Q: 3 clusters Score -2653289 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2653382.000000 Penalty: 3225.467285
	Iteration 20F: 3 clusters Score -2653382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2653465.000000 Penalty: 3225.467285
	Iteration 21Q: 3 clusters Score -2653465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2653528.000000 Penalty: 3225.467285
	Iteration 22Q: 3 clusters Score -2653528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2653557.250000 Penalty: 3225.467285
	Iteration 23Q: 3 clusters Score -2653557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2653584.000000 Penalty: 3225.467285
	Iteration 24Q: 3 clusters Score -2653584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2653607.000000 Penalty: 3225.467285
	Iteration 25Q: 3 clusters Score -2653607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2653615.250000 Penalty: 3225.467285
	Iteration 26Q: 3 clusters Score -2653615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2653619.250000 Penalty: 3225.467285
	Iteration 27Q: 3 clusters Score -2653619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2653628.500000 Penalty: 3225.467285
	Iteration 28Q: 3 clusters Score -2653628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2653633.250000 Penalty: 3225.467285
	Iteration 29Q: 3 clusters Score -2653633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2653633.250000 Penalty: 3225.467285
	Iteration 30Q: 3 clusters Score -2653633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2653642.500000 Penalty: 3225.467285
	Iteration 31Q: 3 clusters Score -2653642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2653643.500000 Penalty: 3225.467285
	Iteration 32Q: 3 clusters Score -2653644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2653649.750000 Penalty: 3225.467285
	Iteration 33Q: 3 clusters Score -2653650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2653650.000000 Penalty: 3225.467285
	Iteration 34Q: 3 clusters Score -2653650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2653649.750000 Penalty: 3225.467285
	Iteration 35Q: 3 clusters Score -2653650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2653652.250000 Penalty: 3225.467285
	Iteration 36Q: 3 clusters Score -2653652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2653656.500000 Penalty: 3225.467285
	Iteration 37Q: 3 clusters Score -2653656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2653656.750000 Penalty: 3225.467285
	Iteration 38Q: 3 clusters Score -2653657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2653655.750000 Penalty: 3225.467285
	Iteration 39Q: 3 clusters Score -2653656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2653655.750000 Penalty: 3225.467285
	Iteration 40F: 3 clusters Score -2653656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -336498.843750 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -336498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -333922.468750 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -333922.5 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -334633.343750 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -334633.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -334818.625000 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -334818.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334949.281250 Penalty: 2566.742188
	Iteration 3F: 3 clusters Score -334949.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -335038.437500 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -335038.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335104.375000 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -335104.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -335155.031250 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -335155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -335197.218750 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -335197.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -335228.875000 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -335228.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -335255.062500 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -335255.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -335275.218750 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -335275.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -335297.000000 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -335297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -335319.906250 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -335319.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -335345.843750 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -335345.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -335362.843750 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -335362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -335375.531250 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -335375.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -335390.437500 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -335390.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -335402.781250 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -335402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -335415.250000 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -335415.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -335425.593750 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -335425.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -335438.218750 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -335438.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -335450.406250 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -335450.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -335461.343750 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -335461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -335466.500000 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -335466.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -335470.906250 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -335470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -335474.031250 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -335474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -335478.625000 Penalty: 2566.742188
	Iteration 26Q: 3 clusters Score -335478.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -335485.906250 Penalty: 2566.742188
	Iteration 27Q: 3 clusters Score -335485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -335494.625000 Penalty: 2566.742188
	Iteration 28Q: 3 clusters Score -335494.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -335498.187500 Penalty: 2566.742188
	Iteration 29Q: 3 clusters Score -335498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -335500.156250 Penalty: 2566.742188
	Iteration 30Q: 3 clusters Score -335500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -335501.000000 Penalty: 2566.742188
	Iteration 31Q: 3 clusters Score -335501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -335502.968750 Penalty: 2566.742188
	Iteration 32Q: 3 clusters Score -335503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -335503.281250 Penalty: 2566.742188
	Iteration 33Q: 3 clusters Score -335503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -335503.093750 Penalty: 2566.742188
	Iteration 34Q: 3 clusters Score -335503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -335504.093750 Penalty: 2566.742188
	Iteration 35Q: 3 clusters Score -335504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -335504.093750 Penalty: 2566.742188
	Iteration 36F: 3 clusters Score -335504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -482723.125000 Penalty: 1337.122192
	Iteration 0F: 2 clusters Score -482723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -479550.312500 Penalty: 2674.244385
	Iteration 0F: 3 clusters Score -479550.3 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -480406.750000 Penalty: 2674.244385
	Iteration 1F: 3 clusters Score -480406.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -480585.375000 Penalty: 2674.244385
	Iteration 2F: 3 clusters Score -480585.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -480789.093750 Penalty: 2674.244385
	Iteration 3F: 3 clusters Score -480789.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -481079.187500 Penalty: 2674.244385
	Iteration 4F: 3 clusters Score -481079.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -481361.500000 Penalty: 2674.244385
	Iteration 5F: 3 clusters Score -481361.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -481574.656250 Penalty: 2674.244385
	Iteration 6F: 3 clusters Score -481574.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -481758.156250 Penalty: 2674.244385
	Iteration 7F: 3 clusters Score -481758.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -481913.906250 Penalty: 2674.244385
	Iteration 8Q: 3 clusters Score -481913.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -482035.500000 Penalty: 2674.244385
	Iteration 9Q: 3 clusters Score -482035.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -482128.500000 Penalty: 2674.244385
	Iteration 10Q: 3 clusters Score -482128.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -482190.968750 Penalty: 2674.244385
	Iteration 11Q: 3 clusters Score -482191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -482233.937500 Penalty: 2674.244385
	Iteration 12Q: 3 clusters Score -482233.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -482278.281250 Penalty: 2674.244385
	Iteration 13Q: 3 clusters Score -482278.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -482334.031250 Penalty: 2674.244385
	Iteration 14Q: 3 clusters Score -482334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -482363.875000 Penalty: 2674.244385
	Iteration 15Q: 3 clusters Score -482363.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -482375.281250 Penalty: 2674.244385
	Iteration 16Q: 3 clusters Score -482375.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -482385.687500 Penalty: 2674.244385
	Iteration 17Q: 3 clusters Score -482385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -482391.312500 Penalty: 2674.244385
	Iteration 18Q: 3 clusters Score -482391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -482397.218750 Penalty: 2674.244385
	Iteration 19Q: 3 clusters Score -482397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -482406.000000 Penalty: 2674.244385
	Iteration 20F: 3 clusters Score -482406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -482409.562500 Penalty: 2674.244385
	Iteration 21Q: 3 clusters Score -482409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -482413.437500 Penalty: 2674.244385
	Iteration 22Q: 3 clusters Score -482413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -482419.906250 Penalty: 2674.244385
	Iteration 23Q: 3 clusters Score -482419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -482424.593750 Penalty: 2674.244385
	Iteration 24Q: 3 clusters Score -482424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -482427.031250 Penalty: 2674.244385
	Iteration 25Q: 3 clusters Score -482427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -482427.593750 Penalty: 2674.244385
	Iteration 26Q: 3 clusters Score -482427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -482429.875000 Penalty: 2674.244385
	Iteration 27Q: 3 clusters Score -482429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -482430.375000 Penalty: 2674.244385
	Iteration 28Q: 3 clusters Score -482430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -482430.343750 Penalty: 2674.244385
	Iteration 29Q: 3 clusters Score -482430.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -482430.343750 Penalty: 2674.244385
	Iteration 30F: 3 clusters Score -482430.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Entering Unmasked Estep 
Score: -931334.125000 Penalty: 1438.883057
	Iteration 0F: 2 clusters Score -931334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -926039.437500 Penalty: 2877.766113
	Iteration 0F: 3 clusters Score -926039.4 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -927745.250000 Penalty: 2877.766113
	Iteration 1F: 3 clusters Score -927745.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -927951.687500 Penalty: 2877.766113
	Iteration 2F: 3 clusters Score -927951.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -928115.812500 Penalty: 2877.766113
	Iteration 3Q: 3 clusters Score -928115.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -928284.687500 Penalty: 2877.766113
	Iteration 4Q: 3 clusters Score -928284.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -928446.750000 Penalty: 2877.766113
	Iteration 5Q: 3 clusters Score -928446.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -928633.000000 Penalty: 2877.766113
	Iteration 6Q: 3 clusters Score -928633 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -928831.062500 Penalty: 2877.766113
	Iteration 7Q: 3 clusters Score -928831.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -929043.312500 Penalty: 2877.766113
	Iteration 8Q: 3 clusters Score -929043.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -929267.312500 Penalty: 2877.766113
	Iteration 9Q: 3 clusters Score -929267.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -929485.312500 Penalty: 2877.766113
	Iteration 10Q: 3 clusters Score -929485.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -929654.937500 Penalty: 2877.766113
	Iteration 11Q: 3 clusters Score -929654.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -929782.125000 Penalty: 2877.766113
	Iteration 12Q: 3 clusters Score -929782.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -929873.937500 Penalty: 2877.766113
	Iteration 13Q: 3 clusters Score -929873.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -929927.812500 Penalty: 2877.766113
	Iteration 14Q: 3 clusters Score -929927.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -929964.937500 Penalty: 2877.766113
	Iteration 15Q: 3 clusters Score -929964.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -929992.875000 Penalty: 2877.766113
	Iteration 16Q: 3 clusters Score -929992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -930009.625000 Penalty: 2877.766113
	Iteration 17Q: 3 clusters Score -930009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -930029.375000 Penalty: 2877.766113
	Iteration 18Q: 3 clusters Score -930029.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -930043.437500 Penalty: 2877.766113
	Iteration 19Q: 3 clusters Score -930043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -930055.500000 Penalty: 2877.766113
	Iteration 20F: 3 clusters Score -930055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -930061.000000 Penalty: 2877.766113
	Iteration 21Q: 3 clusters Score -930061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -930064.250000 Penalty: 2877.766113
	Iteration 22Q: 3 clusters Score -930064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -930065.687500 Penalty: 2877.766113
	Iteration 23Q: 3 clusters Score -930065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -930068.500000 Penalty: 2877.766113
	Iteration 24Q: 3 clusters Score -930068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -930068.500000 Penalty: 2877.766113
	Iteration 25F: 3 clusters Score -930068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Entering Unmasked Estep 
Score: -1500782.125000 Penalty: 1525.995728
	Iteration 0F: 2 clusters Score -1500782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1492349.000000 Penalty: 3051.991455
	Iteration 0F: 3 clusters Score -1492349 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1495061.625000 Penalty: 3051.991455
	Iteration 1F: 3 clusters Score -1495062 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1495304.375000 Penalty: 3051.991455
	Iteration 2F: 3 clusters Score -1495304 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1495479.250000 Penalty: 3051.991455
	Iteration 3Q: 3 clusters Score -1495479 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1495601.375000 Penalty: 3051.991455
	Iteration 4Q: 3 clusters Score -1495601 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1495722.250000 Penalty: 3051.991455
	Iteration 5Q: 3 clusters Score -1495722 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1495836.000000 Penalty: 3051.991455
	Iteration 6Q: 3 clusters Score -1495836 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1495960.750000 Penalty: 3051.991455
	Iteration 7Q: 3 clusters Score -1495961 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1496134.500000 Penalty: 3051.991455
	Iteration 8Q: 3 clusters Score -1496134 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1496364.125000 Penalty: 3051.991455
	Iteration 9Q: 3 clusters Score -1496364 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1496696.750000 Penalty: 3051.991455
	Iteration 10Q: 3 clusters Score -1496697 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1497132.625000 Penalty: 3051.991455
	Iteration 11F: 3 clusters Score -1497133 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1497691.500000 Penalty: 3051.991455
	Iteration 12F: 3 clusters Score -1497692 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1498234.500000 Penalty: 3051.991455
	Iteration 13F: 3 clusters Score -1498234 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1498682.000000 Penalty: 3051.991455
	Iteration 14Q: 3 clusters Score -1498682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1499031.625000 Penalty: 3051.991455
	Iteration 15Q: 3 clusters Score -1499032 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1499241.250000 Penalty: 3051.991455
	Iteration 16Q: 3 clusters Score -1499241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1499346.625000 Penalty: 3051.991455
	Iteration 17Q: 3 clusters Score -1499347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1499398.625000 Penalty: 3051.991455
	Iteration 18Q: 3 clusters Score -1499399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1499441.250000 Penalty: 3051.991455
	Iteration 19Q: 3 clusters Score -1499441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1499482.875000 Penalty: 3051.991455
	Iteration 20F: 3 clusters Score -1499483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1499508.000000 Penalty: 3051.991455
	Iteration 21Q: 3 clusters Score -1499508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1499519.250000 Penalty: 3051.991455
	Iteration 22Q: 3 clusters Score -1499519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1499529.125000 Penalty: 3051.991455
	Iteration 23Q: 3 clusters Score -1499529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1499538.500000 Penalty: 3051.991455
	Iteration 24Q: 3 clusters Score -1499538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1499544.375000 Penalty: 3051.991455
	Iteration 25Q: 3 clusters Score -1499544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1499548.375000 Penalty: 3051.991455
	Iteration 26Q: 3 clusters Score -1499548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1499556.625000 Penalty: 3051.991455
	Iteration 27Q: 3 clusters Score -1499557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1499559.375000 Penalty: 3051.991455
	Iteration 28Q: 3 clusters Score -1499559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1499563.500000 Penalty: 3051.991455
	Iteration 29Q: 3 clusters Score -1499564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1499570.250000 Penalty: 3051.991455
	Iteration 30Q: 3 clusters Score -1499570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1499568.000000 Penalty: 3051.991455
	Iteration 31Q: 3 clusters Score -1499568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1499567.375000 Penalty: 3051.991455
	Iteration 32Q: 3 clusters Score -1499567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1499567.625000 Penalty: 3051.991455
	Iteration 33Q: 3 clusters Score -1499568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1499568.250000 Penalty: 3051.991455
	Iteration 34Q: 3 clusters Score -1499568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1499570.375000 Penalty: 3051.991455
	Iteration 35Q: 3 clusters Score -1499570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1499571.250000 Penalty: 3051.991455
	Iteration 36Q: 3 clusters Score -1499571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1499572.500000 Penalty: 3051.991455
	Iteration 37Q: 3 clusters Score -1499572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1499572.500000 Penalty: 3051.991455
	Iteration 38F: 3 clusters Score -1499572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Entering Unmasked Estep 
Score: -3313374.750000 Penalty: 1644.723755
	Iteration 0F: 2 clusters Score -3313375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3296584.250000 Penalty: 3289.447510
	Iteration 0F: 3 clusters Score -3296584 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3302679.000000 Penalty: 3289.447510
	Iteration 1F: 3 clusters Score -3302679 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3302937.000000 Penalty: 3289.447510
	Iteration 2Q: 3 clusters Score -3302937 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3303154.750000 Penalty: 3289.447510
	Iteration 3Q: 3 clusters Score -3303155 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3303296.000000 Penalty: 3289.447510
	Iteration 4Q: 3 clusters Score -3303296 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3303432.500000 Penalty: 3289.447510
	Iteration 5Q: 3 clusters Score -3303432 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3303621.500000 Penalty: 3289.447510
	Iteration 6Q: 3 clusters Score -3303622 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3303855.250000 Penalty: 3289.447510
	Iteration 7Q: 3 clusters Score -3303855 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3304182.250000 Penalty: 3289.447510
	Iteration 8Q: 3 clusters Score -3304182 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3304634.750000 Penalty: 3289.447510
	Iteration 9Q: 3 clusters Score -3304635 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3305347.250000 Penalty: 3289.447510
	Iteration 10Q: 3 clusters Score -3305347 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3306325.750000 Penalty: 3289.447510
	Iteration 11F: 3 clusters Score -3306326 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3307532.250000 Penalty: 3289.447510
	Iteration 12F: 3 clusters Score -3307532 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3308872.000000 Penalty: 3289.447510
	Iteration 13F: 3 clusters Score -3308872 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3310070.250000 Penalty: 3289.447510
	Iteration 14F: 3 clusters Score -3310070 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3310877.000000 Penalty: 3289.447510
	Iteration 15Q: 3 clusters Score -3310877 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3311340.500000 Penalty: 3289.447510
	Iteration 16Q: 3 clusters Score -3311340 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3311598.750000 Penalty: 3289.447510
	Iteration 17Q: 3 clusters Score -3311599 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3311744.500000 Penalty: 3289.447510
	Iteration 18Q: 3 clusters Score -3311744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3311844.500000 Penalty: 3289.447510
	Iteration 19Q: 3 clusters Score -3311844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3311875.750000 Penalty: 3289.447510
	Iteration 20F: 3 clusters Score -3311876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3311899.000000 Penalty: 3289.447510
	Iteration 21Q: 3 clusters Score -3311899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3311923.000000 Penalty: 3289.447510
	Iteration 22Q: 3 clusters Score -3311923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3311932.500000 Penalty: 3289.447510
	Iteration 23Q: 3 clusters Score -3311932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3311938.250000 Penalty: 3289.447510
	Iteration 24Q: 3 clusters Score -3311938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3311946.750000 Penalty: 3289.447510
	Iteration 25Q: 3 clusters Score -3311947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3311949.000000 Penalty: 3289.447510
	Iteration 26Q: 3 clusters Score -3311949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3311955.250000 Penalty: 3289.447510
	Iteration 27Q: 3 clusters Score -3311955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3311959.500000 Penalty: 3289.447510
	Iteration 28Q: 3 clusters Score -3311960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3311962.500000 Penalty: 3289.447510
	Iteration 29Q: 3 clusters Score -3311962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3311963.250000 Penalty: 3289.447510
	Iteration 30Q: 3 clusters Score -3311963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3311964.000000 Penalty: 3289.447510
	Iteration 31Q: 3 clusters Score -3311964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3311964.000000 Penalty: 3289.447510
	Iteration 32F: 3 clusters Score -3311964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -333441.406250 Penalty: 1278.777832
	Iteration 0F: 2 clusters Score -333441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330941.500000 Penalty: 2557.555664
	Iteration 0F: 3 clusters Score -330941.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -331501.187500 Penalty: 2557.555664
	Iteration 1F: 3 clusters Score -331501.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -331609.125000 Penalty: 2557.555664
	Iteration 2F: 3 clusters Score -331609.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -331691.718750 Penalty: 2557.555664
	Iteration 3Q: 3 clusters Score -331691.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -331771.750000 Penalty: 2557.555664
	Iteration 4Q: 3 clusters Score -331771.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331841.906250 Penalty: 2557.555664
	Iteration 5Q: 3 clusters Score -331841.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -331899.593750 Penalty: 2557.555664
	Iteration 6Q: 3 clusters Score -331899.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -331940.375000 Penalty: 2557.555664
	Iteration 7Q: 3 clusters Score -331940.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -331979.281250 Penalty: 2557.555664
	Iteration 8Q: 3 clusters Score -331979.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -332013.593750 Penalty: 2557.555664
	Iteration 9Q: 3 clusters Score -332013.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -332055.500000 Penalty: 2557.555664
	Iteration 10Q: 3 clusters Score -332055.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -332098.906250 Penalty: 2557.555664
	Iteration 11Q: 3 clusters Score -332098.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -332128.468750 Penalty: 2557.555664
	Iteration 12Q: 3 clusters Score -332128.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -332158.468750 Penalty: 2557.555664
	Iteration 13Q: 3 clusters Score -332158.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -332183.281250 Penalty: 2557.555664
	Iteration 14Q: 3 clusters Score -332183.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -332201.718750 Penalty: 2557.555664
	Iteration 15Q: 3 clusters Score -332201.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332214.218750 Penalty: 2557.555664
	Iteration 16Q: 3 clusters Score -332214.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -332226.250000 Penalty: 2557.555664
	Iteration 17Q: 3 clusters Score -332226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -332242.593750 Penalty: 2557.555664
	Iteration 18Q: 3 clusters Score -332242.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -332261.718750 Penalty: 2557.555664
	Iteration 19Q: 3 clusters Score -332261.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -332285.812500 Penalty: 2557.555664
	Iteration 20F: 3 clusters Score -332285.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -332304.906250 Penalty: 2557.555664
	Iteration 21Q: 3 clusters Score -332304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -332317.875000 Penalty: 2557.555664
	Iteration 22Q: 3 clusters Score -332317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -332325.812500 Penalty: 2557.555664
	Iteration 23Q: 3 clusters Score -332325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -332333.687500 Penalty: 2557.555664
	Iteration 24Q: 3 clusters Score -332333.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -332344.093750 Penalty: 2557.555664
	Iteration 25Q: 3 clusters Score -332344.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -332355.281250 Penalty: 2557.555664
	Iteration 26Q: 3 clusters Score -332355.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -332363.156250 Penalty: 2557.555664
	Iteration 27Q: 3 clusters Score -332363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -332367.406250 Penalty: 2557.555664
	Iteration 28Q: 3 clusters Score -332367.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -332372.781250 Penalty: 2557.555664
	Iteration 29Q: 3 clusters Score -332372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -332375.281250 Penalty: 2557.555664
	Iteration 30Q: 3 clusters Score -332375.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -332379.687500 Penalty: 2557.555664
	Iteration 31Q: 3 clusters Score -332379.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -332383.062500 Penalty: 2557.555664
	Iteration 32Q: 3 clusters Score -332383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -332384.187500 Penalty: 2557.555664
	Iteration 33Q: 3 clusters Score -332384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -332387.031250 Penalty: 2557.555664
	Iteration 34Q: 3 clusters Score -332387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -332389.312500 Penalty: 2557.555664
	Iteration 35Q: 3 clusters Score -332389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -332390.218750 Penalty: 2557.555664
	Iteration 36Q: 3 clusters Score -332390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -332391.312500 Penalty: 2557.555664
	Iteration 37Q: 3 clusters Score -332391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -332393.500000 Penalty: 2557.555664
	Iteration 38Q: 3 clusters Score -332393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -332395.250000 Penalty: 2557.555664
	Iteration 39Q: 3 clusters Score -332395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -332396.437500 Penalty: 2557.555664
	Iteration 40F: 3 clusters Score -332396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -332396.781250 Penalty: 2557.555664
	Iteration 41Q: 3 clusters Score -332396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -332396.968750 Penalty: 2557.555664
	Iteration 42Q: 3 clusters Score -332397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -332396.968750 Penalty: 2557.555664
	Iteration 43F: 3 clusters Score -332397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Entering Unmasked Estep 
Score: -1006337.312500 Penalty: 1451.634766
	Iteration 0F: 2 clusters Score -1006337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1000733.375000 Penalty: 2903.269531
	Iteration 0F: 3 clusters Score -1000733 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1002412.187500 Penalty: 2903.269531
	Iteration 1F: 3 clusters Score -1002412 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1002637.375000 Penalty: 2903.269531
	Iteration 2F: 3 clusters Score -1002637 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1002799.000000 Penalty: 2903.269531
	Iteration 3Q: 3 clusters Score -1002799 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1002918.875000 Penalty: 2903.269531
	Iteration 4Q: 3 clusters Score -1002919 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1003020.750000 Penalty: 2903.269531
	Iteration 5Q: 3 clusters Score -1003021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1003118.062500 Penalty: 2903.269531
	Iteration 6Q: 3 clusters Score -1003118 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1003201.875000 Penalty: 2903.269531
	Iteration 7Q: 3 clusters Score -1003202 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1003277.187500 Penalty: 2903.269531
	Iteration 8Q: 3 clusters Score -1003277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1003363.375000 Penalty: 2903.269531
	Iteration 9Q: 3 clusters Score -1003363 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1003457.437500 Penalty: 2903.269531
	Iteration 10Q: 3 clusters Score -1003457 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1003557.437500 Penalty: 2903.269531
	Iteration 11Q: 3 clusters Score -1003557 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1003660.562500 Penalty: 2903.269531
	Iteration 12Q: 3 clusters Score -1003661 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1003756.000000 Penalty: 2903.269531
	Iteration 13Q: 3 clusters Score -1003756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1003843.437500 Penalty: 2903.269531
	Iteration 14Q: 3 clusters Score -1003843 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1003902.500000 Penalty: 2903.269531
	Iteration 15Q: 3 clusters Score -1003902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1003952.250000 Penalty: 2903.269531
	Iteration 16Q: 3 clusters Score -1003952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1003979.000000 Penalty: 2903.269531
	Iteration 17Q: 3 clusters Score -1003979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1003994.562500 Penalty: 2903.269531
	Iteration 18Q: 3 clusters Score -1003995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1004007.375000 Penalty: 2903.269531
	Iteration 19Q: 3 clusters Score -1004007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1004018.000000 Penalty: 2903.269531
	Iteration 20F: 3 clusters Score -1004018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1004024.062500 Penalty: 2903.269531
	Iteration 21Q: 3 clusters Score -1004024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1004031.187500 Penalty: 2903.269531
	Iteration 22Q: 3 clusters Score -1004031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1004034.812500 Penalty: 2903.269531
	Iteration 23Q: 3 clusters Score -1004035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1004037.125000 Penalty: 2903.269531
	Iteration 24Q: 3 clusters Score -1004037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1004037.312500 Penalty: 2903.269531
	Iteration 25Q: 3 clusters Score -1004037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1004037.812500 Penalty: 2903.269531
	Iteration 26Q: 3 clusters Score -1004038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1004040.625000 Penalty: 2903.269531
	Iteration 27Q: 3 clusters Score -1004041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1004039.187500 Penalty: 2903.269531
	Iteration 28Q: 3 clusters Score -1004039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1004039.375000 Penalty: 2903.269531
	Iteration 29Q: 3 clusters Score -1004039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1004041.312500 Penalty: 2903.269531
	Iteration 30Q: 3 clusters Score -1004041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1004044.375000 Penalty: 2903.269531
	Iteration 31Q: 3 clusters Score -1004044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1004044.312500 Penalty: 2903.269531
	Iteration 32Q: 3 clusters Score -1004044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1004043.250000 Penalty: 2903.269531
	Iteration 33Q: 3 clusters Score -1004043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1004041.687500 Penalty: 2903.269531
	Iteration 34Q: 3 clusters Score -1004042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1004043.187500 Penalty: 2903.269531
	Iteration 35Q: 3 clusters Score -1004043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1004044.500000 Penalty: 2903.269531
	Iteration 36Q: 3 clusters Score -1004044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1004047.437500 Penalty: 2903.269531
	Iteration 37Q: 3 clusters Score -1004047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1004044.500000 Penalty: 2903.269531
	Iteration 38Q: 3 clusters Score -1004044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1004047.875000 Penalty: 2903.269531
	Iteration 39Q: 3 clusters Score -1004048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1004047.687500 Penalty: 2903.269531
	Iteration 40F: 3 clusters Score -1004048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1004048.625000 Penalty: 2903.269531
	Iteration 41Q: 3 clusters Score -1004049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1004050.750000 Penalty: 2903.269531
	Iteration 42Q: 3 clusters Score -1004051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1004055.250000 Penalty: 2903.269531
	Iteration 43Q: 3 clusters Score -1004055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1004057.312500 Penalty: 2903.269531
	Iteration 44Q: 3 clusters Score -1004057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1004062.687500 Penalty: 2903.269531
	Iteration 45Q: 3 clusters Score -1004063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1004061.062500 Penalty: 2903.269531
	Iteration 46Q: 3 clusters Score -1004061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1004065.312500 Penalty: 2903.269531
	Iteration 47Q: 3 clusters Score -1004065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1004067.437500 Penalty: 2903.269531
	Iteration 48Q: 3 clusters Score -1004067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1004068.312500 Penalty: 2903.269531
	Iteration 49Q: 3 clusters Score -1004068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1004070.562500 Penalty: 2903.269531
	Iteration 50Q: 3 clusters Score -1004071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1004071.312500 Penalty: 2903.269531
	Iteration 51Q: 3 clusters Score -1004071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1004073.812500 Penalty: 2903.269531
	Iteration 52Q: 3 clusters Score -1004074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1004074.187500 Penalty: 2903.269531
	Iteration 53Q: 3 clusters Score -1004074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1004073.937500 Penalty: 2903.269531
	Iteration 54Q: 3 clusters Score -1004074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1004073.312500 Penalty: 2903.269531
	Iteration 55Q: 3 clusters Score -1004073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1004073.687500 Penalty: 2903.269531
	Iteration 56Q: 3 clusters Score -1004074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1004074.062500 Penalty: 2903.269531
	Iteration 57Q: 3 clusters Score -1004074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1004073.875000 Penalty: 2903.269531
	Iteration 58Q: 3 clusters Score -1004074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1004074.687500 Penalty: 2903.269531
	Iteration 59Q: 3 clusters Score -1004075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1004073.875000 Penalty: 2903.269531
	Iteration 60F: 3 clusters Score -1004074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6783.342285 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6783.342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6941.777344 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -6941.777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7073.050293 Penalty: 1558.631958
	Iteration 2F: 3 clusters Score -7073.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7095.285645 Penalty: 1558.631958
	Iteration 3Q: 3 clusters Score -7095.286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7100.819336 Penalty: 1558.631958
	Iteration 4Q: 3 clusters Score -7100.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7100.819336 Penalty: 1558.631958
	Iteration 5F: 3 clusters Score -7100.819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -618437.062500 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -618437.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -614573.812500 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -614573.8 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -615605.750000 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -615605.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -615774.500000 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -615774.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -615900.062500 Penalty: 2756.643555
	Iteration 3F: 3 clusters Score -615900.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -615993.250000 Penalty: 2756.643555
	Iteration 4Q: 3 clusters Score -615993.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -616068.750000 Penalty: 2756.643555
	Iteration 5Q: 3 clusters Score -616068.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -616132.187500 Penalty: 2756.643555
	Iteration 6Q: 3 clusters Score -616132.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -616192.937500 Penalty: 2756.643555
	Iteration 7Q: 3 clusters Score -616192.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -616272.562500 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -616272.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -616367.812500 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -616367.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -616473.937500 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -616473.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -616590.312500 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -616590.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -616686.937500 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -616686.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -616780.625000 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -616780.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -616844.812500 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -616844.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -616885.875000 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -616885.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -616915.812500 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -616915.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -616939.500000 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -616939.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -616954.187500 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -616954.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -616965.062500 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -616965.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -616973.687500 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -616973.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -616977.375000 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -616977.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -616982.187500 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -616982.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -616984.000000 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -616984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -616985.625000 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -616985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -616985.937500 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -616985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -616989.250000 Penalty: 2756.643555
	Iteration 26Q: 3 clusters Score -616989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -616991.250000 Penalty: 2756.643555
	Iteration 27Q: 3 clusters Score -616991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -616991.687500 Penalty: 2756.643555
	Iteration 28Q: 3 clusters Score -616991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -616992.312500 Penalty: 2756.643555
	Iteration 29Q: 3 clusters Score -616992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -616991.625000 Penalty: 2756.643555
	Iteration 30Q: 3 clusters Score -616991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -616991.625000 Penalty: 2756.643555
	Iteration 31F: 3 clusters Score -616991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (72334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Entering Unmasked Estep 
Score: -9571979.000000 Penalty: 1818.220581
	Iteration 0F: 2 clusters Score -9571979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -9524401.000000 Penalty: 3636.441162
	Iteration 0F: 3 clusters Score -9524401 nChanged 34509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -9544088.000000 Penalty: 3636.441162
	Iteration 1F: 3 clusters Score -9544088 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -9544664.000000 Penalty: 3636.441162
	Iteration 2Q: 3 clusters Score -9544664 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -9545205.000000 Penalty: 3636.441162
	Iteration 3Q: 3 clusters Score -9545205 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -9545927.000000 Penalty: 3636.441162
	Iteration 4Q: 3 clusters Score -9545927 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -9546888.000000 Penalty: 3636.441162
	Iteration 5Q: 3 clusters Score -9546888 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -9548199.000000 Penalty: 3636.441162
	Iteration 6Q: 3 clusters Score -9548199 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -9550273.000000 Penalty: 3636.441162
	Iteration 7Q: 3 clusters Score -9550273 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -9553525.000000 Penalty: 3636.441162
	Iteration 8F: 3 clusters Score -9553525 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -9557532.000000 Penalty: 3636.441162
	Iteration 9F: 3 clusters Score -9557532 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9561254.000000 Penalty: 3636.441162
	Iteration 10F: 3 clusters Score -9561254 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -9563992.000000 Penalty: 3636.441162
	Iteration 11F: 3 clusters Score -9563992 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -9565760.000000 Penalty: 3636.441162
	Iteration 12Q: 3 clusters Score -9565760 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -9566731.000000 Penalty: 3636.441162
	Iteration 13Q: 3 clusters Score -9566731 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -9567322.000000 Penalty: 3636.441162
	Iteration 14Q: 3 clusters Score -9567322 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -9567859.000000 Penalty: 3636.441162
	Iteration 15Q: 3 clusters Score -9567859 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9568368.000000 Penalty: 3636.441162
	Iteration 16Q: 3 clusters Score -9568368 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -9568759.000000 Penalty: 3636.441162
	Iteration 17Q: 3 clusters Score -9568759 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -9569079.000000 Penalty: 3636.441162
	Iteration 18Q: 3 clusters Score -9569079 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -9569390.000000 Penalty: 3636.441162
	Iteration 19Q: 3 clusters Score -9569390 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -9569684.000000 Penalty: 3636.441162
	Iteration 20F: 3 clusters Score -9569684 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -9569982.000000 Penalty: 3636.441162
	Iteration 21Q: 3 clusters Score -9569982 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -9570200.000000 Penalty: 3636.441162
	Iteration 22Q: 3 clusters Score -9570200 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -9570379.000000 Penalty: 3636.441162
	Iteration 23Q: 3 clusters Score -9570379 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -9570544.000000 Penalty: 3636.441162
	Iteration 24Q: 3 clusters Score -9570544 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -9570707.000000 Penalty: 3636.441162
	Iteration 25Q: 3 clusters Score -9570707 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -9570797.000000 Penalty: 3636.441162
	Iteration 26Q: 3 clusters Score -9570797 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -9570818.000000 Penalty: 3636.441162
	Iteration 27Q: 3 clusters Score -9570818 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -9570804.000000 Penalty: 3636.441162
	Iteration 28Q: 3 clusters Score -9570804 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -9570796.000000 Penalty: 3636.441162
	Iteration 29Q: 3 clusters Score -9570796 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -9570780.000000 Penalty: 3636.441162
	Iteration 30Q: 3 clusters Score -9570780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -9570748.000000 Penalty: 3636.441162
	Iteration 31Q: 3 clusters Score -9570748 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -9570736.000000 Penalty: 3636.441162
	Iteration 32Q: 3 clusters Score -9570736 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -9570720.000000 Penalty: 3636.441162
	Iteration 33Q: 3 clusters Score -9570720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -9570697.000000 Penalty: 3636.441162
	Iteration 34Q: 3 clusters Score -9570697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -9570702.000000 Penalty: 3636.441162
	Iteration 35Q: 3 clusters Score -9570702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -9570721.000000 Penalty: 3636.441162
	Iteration 36Q: 3 clusters Score -9570721 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -9570706.000000 Penalty: 3636.441162
	Iteration 37Q: 3 clusters Score -9570706 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -9570685.000000 Penalty: 3636.441162
	Iteration 38Q: 3 clusters Score -9570685 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -9570711.000000 Penalty: 3636.441162
	Iteration 39Q: 3 clusters Score -9570711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -9570713.000000 Penalty: 3636.441162
	Iteration 40F: 3 clusters Score -9570713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -9570708.000000 Penalty: 3636.441162
	Iteration 41Q: 3 clusters Score -9570708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -9570700.000000 Penalty: 3636.441162
	Iteration 42Q: 3 clusters Score -9570700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -9570696.000000 Penalty: 3636.441162
	Iteration 43Q: 3 clusters Score -9570696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -9570688.000000 Penalty: 3636.441162
	Iteration 44Q: 3 clusters Score -9570688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -9570697.000000 Penalty: 3636.441162
	Iteration 45Q: 3 clusters Score -9570697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -9570696.000000 Penalty: 3636.441162
	Iteration 46Q: 3 clusters Score -9570696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -9570690.000000 Penalty: 3636.441162
	Iteration 47Q: 3 clusters Score -9570690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -9570702.000000 Penalty: 3636.441162
	Iteration 48Q: 3 clusters Score -9570702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -9570697.000000 Penalty: 3636.441162
	Iteration 49Q: 3 clusters Score -9570697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -9570698.000000 Penalty: 3636.441162
	Iteration 50Q: 3 clusters Score -9570698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -9570692.000000 Penalty: 3636.441162
	Iteration 51Q: 3 clusters Score -9570692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -9570681.000000 Penalty: 3636.441162
	Iteration 52Q: 3 clusters Score -9570681 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -9570640.000000 Penalty: 3636.441162
	Iteration 53Q: 3 clusters Score -9570640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -9570642.000000 Penalty: 3636.441162
	Iteration 54Q: 3 clusters Score -9570642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -9570625.000000 Penalty: 3636.441162
	Iteration 55Q: 3 clusters Score -9570625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -9570626.000000 Penalty: 3636.441162
	Iteration 56Q: 3 clusters Score -9570626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -9570629.000000 Penalty: 3636.441162
	Iteration 57Q: 3 clusters Score -9570629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -9570635.000000 Penalty: 3636.441162
	Iteration 58Q: 3 clusters Score -9570635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -9570622.000000 Penalty: 3636.441162
	Iteration 59Q: 3 clusters Score -9570622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -9570609.000000 Penalty: 3636.441162
	Iteration 60F: 3 clusters Score -9570609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -9570619.000000 Penalty: 3636.441162
	Iteration 61Q: 3 clusters Score -9570619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -9570619.000000 Penalty: 3636.441162
	Iteration 62Q: 3 clusters Score -9570619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -9570617.000000 Penalty: 3636.441162
	Iteration 63Q: 3 clusters Score -9570617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -9570601.000000 Penalty: 3636.441162
	Iteration 64Q: 3 clusters Score -9570601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -9570585.000000 Penalty: 3636.441162
	Iteration 65Q: 3 clusters Score -9570585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -9570585.000000 Penalty: 3636.441162
	Iteration 66Q: 3 clusters Score -9570585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -9570595.000000 Penalty: 3636.441162
	Iteration 67Q: 3 clusters Score -9570595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -9570595.000000 Penalty: 3636.441162
	Iteration 68Q: 3 clusters Score -9570595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -9570589.000000 Penalty: 3636.441162
	Iteration 69Q: 3 clusters Score -9570589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -9570586.000000 Penalty: 3636.441162
	Iteration 70Q: 3 clusters Score -9570586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -9570579.000000 Penalty: 3636.441162
	Iteration 71Q: 3 clusters Score -9570579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -9570579.000000 Penalty: 3636.441162
	Iteration 72F: 3 clusters Score -9570579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Entering Unmasked Estep 
Score: -1212584.625000 Penalty: 1480.495361
	Iteration 0F: 2 clusters Score -1212585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1206092.875000 Penalty: 2960.990723
	Iteration 0F: 3 clusters Score -1206093 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1208120.875000 Penalty: 2960.990723
	Iteration 1F: 3 clusters Score -1208121 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1208348.500000 Penalty: 2960.990723
	Iteration 2F: 3 clusters Score -1208348 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1208526.125000 Penalty: 2960.990723
	Iteration 3Q: 3 clusters Score -1208526 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1208649.250000 Penalty: 2960.990723
	Iteration 4Q: 3 clusters Score -1208649 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1208735.000000 Penalty: 2960.990723
	Iteration 5Q: 3 clusters Score -1208735 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1208809.125000 Penalty: 2960.990723
	Iteration 6Q: 3 clusters Score -1208809 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1208861.375000 Penalty: 2960.990723
	Iteration 7Q: 3 clusters Score -1208861 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1208920.125000 Penalty: 2960.990723
	Iteration 8Q: 3 clusters Score -1208920 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1208990.625000 Penalty: 2960.990723
	Iteration 9Q: 3 clusters Score -1208991 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1209073.625000 Penalty: 2960.990723
	Iteration 10Q: 3 clusters Score -1209074 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1209169.750000 Penalty: 2960.990723
	Iteration 11Q: 3 clusters Score -1209170 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1209264.500000 Penalty: 2960.990723
	Iteration 12Q: 3 clusters Score -1209264 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1209390.875000 Penalty: 2960.990723
	Iteration 13Q: 3 clusters Score -1209391 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1209571.875000 Penalty: 2960.990723
	Iteration 14Q: 3 clusters Score -1209572 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1209785.750000 Penalty: 2960.990723
	Iteration 15Q: 3 clusters Score -1209786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1209976.625000 Penalty: 2960.990723
	Iteration 16Q: 3 clusters Score -1209977 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1210129.875000 Penalty: 2960.990723
	Iteration 17Q: 3 clusters Score -1210130 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1210243.375000 Penalty: 2960.990723
	Iteration 18Q: 3 clusters Score -1210243 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1210364.125000 Penalty: 2960.990723
	Iteration 19Q: 3 clusters Score -1210364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1210488.375000 Penalty: 2960.990723
	Iteration 20F: 3 clusters Score -1210488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1210606.000000 Penalty: 2960.990723
	Iteration 21Q: 3 clusters Score -1210606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1210696.750000 Penalty: 2960.990723
	Iteration 22Q: 3 clusters Score -1210697 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1210797.375000 Penalty: 2960.990723
	Iteration 23Q: 3 clusters Score -1210797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1210889.875000 Penalty: 2960.990723
	Iteration 24Q: 3 clusters Score -1210890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1210962.500000 Penalty: 2960.990723
	Iteration 25Q: 3 clusters Score -1210962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1211033.750000 Penalty: 2960.990723
	Iteration 26Q: 3 clusters Score -1211034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1211071.250000 Penalty: 2960.990723
	Iteration 27Q: 3 clusters Score -1211071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1211087.375000 Penalty: 2960.990723
	Iteration 28Q: 3 clusters Score -1211087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1211096.000000 Penalty: 2960.990723
	Iteration 29Q: 3 clusters Score -1211096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1211103.750000 Penalty: 2960.990723
	Iteration 30Q: 3 clusters Score -1211104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1211108.125000 Penalty: 2960.990723
	Iteration 31Q: 3 clusters Score -1211108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1211109.750000 Penalty: 2960.990723
	Iteration 32Q: 3 clusters Score -1211110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1211115.250000 Penalty: 2960.990723
	Iteration 33Q: 3 clusters Score -1211115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1211118.875000 Penalty: 2960.990723
	Iteration 34Q: 3 clusters Score -1211119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1211117.875000 Penalty: 2960.990723
	Iteration 35Q: 3 clusters Score -1211118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1211122.625000 Penalty: 2960.990723
	Iteration 36Q: 3 clusters Score -1211123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1211123.625000 Penalty: 2960.990723
	Iteration 37Q: 3 clusters Score -1211124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1211123.625000 Penalty: 2960.990723
	Iteration 38Q: 3 clusters Score -1211124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1211128.125000 Penalty: 2960.990723
	Iteration 39Q: 3 clusters Score -1211128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1211127.750000 Penalty: 2960.990723
	Iteration 40F: 3 clusters Score -1211128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1211129.250000 Penalty: 2960.990723
	Iteration 41Q: 3 clusters Score -1211129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1211128.000000 Penalty: 2960.990723
	Iteration 42Q: 3 clusters Score -1211128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1211128.125000 Penalty: 2960.990723
	Iteration 43Q: 3 clusters Score -1211128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1211128.125000 Penalty: 2960.990723
	Iteration 44Q: 3 clusters Score -1211128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1211127.875000 Penalty: 2960.990723
	Iteration 45Q: 3 clusters Score -1211128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1211129.625000 Penalty: 2960.990723
	Iteration 46Q: 3 clusters Score -1211130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1211131.875000 Penalty: 2960.990723
	Iteration 47Q: 3 clusters Score -1211132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1211130.750000 Penalty: 2960.990723
	Iteration 48Q: 3 clusters Score -1211131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1211130.750000 Penalty: 2960.990723
	Iteration 49F: 3 clusters Score -1211131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -235109.968750 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -235110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -233081.140625 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -233081.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233513.812500 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -233513.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233615.875000 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -233615.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233673.046875 Penalty: 2447.754395
	Iteration 3Q: 3 clusters Score -233673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -233698.703125 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -233698.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233727.671875 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -233727.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233749.390625 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -233749.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233765.218750 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -233765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -233773.515625 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -233773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233777.312500 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -233777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -233779.468750 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -233779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -233779.750000 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -233779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233780.546875 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -233780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233782.843750 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -233782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233783.921875 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -233783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233784.562500 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -233784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -233785.812500 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -233785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -233786.531250 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -233786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -233786.890625 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -233786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233787.578125 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -233787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233787.578125 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -233787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -400950.656250 Penalty: 1303.667358
	Iteration 0F: 2 clusters Score -400950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -398177.875000 Penalty: 2607.334717
	Iteration 0F: 3 clusters Score -398177.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -398798.812500 Penalty: 2607.334717
	Iteration 1F: 3 clusters Score -398798.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -398955.500000 Penalty: 2607.334717
	Iteration 2F: 3 clusters Score -398955.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -399030.062500 Penalty: 2607.334717
	Iteration 3Q: 3 clusters Score -399030.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -399093.937500 Penalty: 2607.334717
	Iteration 4Q: 3 clusters Score -399093.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -399145.437500 Penalty: 2607.334717
	Iteration 5Q: 3 clusters Score -399145.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -399194.468750 Penalty: 2607.334717
	Iteration 6Q: 3 clusters Score -399194.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -399230.687500 Penalty: 2607.334717
	Iteration 7Q: 3 clusters Score -399230.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -399259.937500 Penalty: 2607.334717
	Iteration 8Q: 3 clusters Score -399259.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -399279.250000 Penalty: 2607.334717
	Iteration 9Q: 3 clusters Score -399279.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -399301.750000 Penalty: 2607.334717
	Iteration 10Q: 3 clusters Score -399301.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -399318.968750 Penalty: 2607.334717
	Iteration 11Q: 3 clusters Score -399319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -399335.875000 Penalty: 2607.334717
	Iteration 12Q: 3 clusters Score -399335.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -399351.718750 Penalty: 2607.334717
	Iteration 13Q: 3 clusters Score -399351.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -399366.781250 Penalty: 2607.334717
	Iteration 14Q: 3 clusters Score -399366.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -399382.562500 Penalty: 2607.334717
	Iteration 15Q: 3 clusters Score -399382.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -399399.000000 Penalty: 2607.334717
	Iteration 16Q: 3 clusters Score -399399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -399410.937500 Penalty: 2607.334717
	Iteration 17Q: 3 clusters Score -399410.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -399427.218750 Penalty: 2607.334717
	Iteration 18Q: 3 clusters Score -399427.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -399448.187500 Penalty: 2607.334717
	Iteration 19Q: 3 clusters Score -399448.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -399471.687500 Penalty: 2607.334717
	Iteration 20F: 3 clusters Score -399471.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -399497.875000 Penalty: 2607.334717
	Iteration 21Q: 3 clusters Score -399497.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -399528.531250 Penalty: 2607.334717
	Iteration 22Q: 3 clusters Score -399528.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -399555.250000 Penalty: 2607.334717
	Iteration 23Q: 3 clusters Score -399555.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -399586.687500 Penalty: 2607.334717
	Iteration 24Q: 3 clusters Score -399586.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -399614.218750 Penalty: 2607.334717
	Iteration 25Q: 3 clusters Score -399614.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -399630.875000 Penalty: 2607.334717
	Iteration 26Q: 3 clusters Score -399630.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -399644.562500 Penalty: 2607.334717
	Iteration 27Q: 3 clusters Score -399644.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -399657.281250 Penalty: 2607.334717
	Iteration 28Q: 3 clusters Score -399657.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -399672.781250 Penalty: 2607.334717
	Iteration 29Q: 3 clusters Score -399672.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -399686.625000 Penalty: 2607.334717
	Iteration 30Q: 3 clusters Score -399686.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -399698.593750 Penalty: 2607.334717
	Iteration 31Q: 3 clusters Score -399698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -399716.000000 Penalty: 2607.334717
	Iteration 32Q: 3 clusters Score -399716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -399731.687500 Penalty: 2607.334717
	Iteration 33Q: 3 clusters Score -399731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -399748.187500 Penalty: 2607.334717
	Iteration 34Q: 3 clusters Score -399748.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -399763.468750 Penalty: 2607.334717
	Iteration 35Q: 3 clusters Score -399763.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -399775.625000 Penalty: 2607.334717
	Iteration 36Q: 3 clusters Score -399775.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -399781.812500 Penalty: 2607.334717
	Iteration 37Q: 3 clusters Score -399781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -399784.843750 Penalty: 2607.334717
	Iteration 38Q: 3 clusters Score -399784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -399789.000000 Penalty: 2607.334717
	Iteration 39Q: 3 clusters Score -399789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -399794.093750 Penalty: 2607.334717
	Iteration 40F: 3 clusters Score -399794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -399796.812500 Penalty: 2607.334717
	Iteration 41Q: 3 clusters Score -399796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -399797.968750 Penalty: 2607.334717
	Iteration 42Q: 3 clusters Score -399798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -399798.125000 Penalty: 2607.334717
	Iteration 43Q: 3 clusters Score -399798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -399798.937500 Penalty: 2607.334717
	Iteration 44Q: 3 clusters Score -399798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -399800.000000 Penalty: 2607.334717
	Iteration 45Q: 3 clusters Score -399800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -399804.500000 Penalty: 2607.334717
	Iteration 46Q: 3 clusters Score -399804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -399810.906250 Penalty: 2607.334717
	Iteration 47Q: 3 clusters Score -399810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -399814.625000 Penalty: 2607.334717
	Iteration 48Q: 3 clusters Score -399814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399819.562500 Penalty: 2607.334717
	Iteration 49Q: 3 clusters Score -399819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -399822.000000 Penalty: 2607.334717
	Iteration 50Q: 3 clusters Score -399822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -399826.687500 Penalty: 2607.334717
	Iteration 51Q: 3 clusters Score -399826.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399830.500000 Penalty: 2607.334717
	Iteration 52Q: 3 clusters Score -399830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -399834.062500 Penalty: 2607.334717
	Iteration 53Q: 3 clusters Score -399834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -399838.187500 Penalty: 2607.334717
	Iteration 54Q: 3 clusters Score -399838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -399842.812500 Penalty: 2607.334717
	Iteration 55Q: 3 clusters Score -399842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -399848.968750 Penalty: 2607.334717
	Iteration 56Q: 3 clusters Score -399849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -399856.281250 Penalty: 2607.334717
	Iteration 57Q: 3 clusters Score -399856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -399859.687500 Penalty: 2607.334717
	Iteration 58Q: 3 clusters Score -399859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -399864.187500 Penalty: 2607.334717
	Iteration 59Q: 3 clusters Score -399864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -399866.593750 Penalty: 2607.334717
	Iteration 60F: 3 clusters Score -399866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -1107379.250000 Penalty: 1468.425171
	Iteration 0F: 2 clusters Score -1107379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1101234.250000 Penalty: 2936.850342
	Iteration 0F: 3 clusters Score -1101234 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1103051.125000 Penalty: 2936.850342
	Iteration 1F: 3 clusters Score -1103051 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1103275.750000 Penalty: 2936.850342
	Iteration 2F: 3 clusters Score -1103276 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1103442.000000 Penalty: 2936.850342
	Iteration 3F: 3 clusters Score -1103442 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1103570.625000 Penalty: 2936.850342
	Iteration 4Q: 3 clusters Score -1103571 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1103672.375000 Penalty: 2936.850342
	Iteration 5Q: 3 clusters Score -1103672 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1103763.250000 Penalty: 2936.850342
	Iteration 6Q: 3 clusters Score -1103763 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1103853.500000 Penalty: 2936.850342
	Iteration 7Q: 3 clusters Score -1103854 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1103978.375000 Penalty: 2936.850342
	Iteration 8Q: 3 clusters Score -1103978 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1104144.250000 Penalty: 2936.850342
	Iteration 9Q: 3 clusters Score -1104144 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1104343.875000 Penalty: 2936.850342
	Iteration 10Q: 3 clusters Score -1104344 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1104596.500000 Penalty: 2936.850342
	Iteration 11Q: 3 clusters Score -1104596 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1104915.250000 Penalty: 2936.850342
	Iteration 12Q: 3 clusters Score -1104915 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1105263.750000 Penalty: 2936.850342
	Iteration 13Q: 3 clusters Score -1105264 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1105550.375000 Penalty: 2936.850342
	Iteration 14Q: 3 clusters Score -1105550 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1105739.125000 Penalty: 2936.850342
	Iteration 15Q: 3 clusters Score -1105739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1105860.625000 Penalty: 2936.850342
	Iteration 16Q: 3 clusters Score -1105861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1105913.375000 Penalty: 2936.850342
	Iteration 17Q: 3 clusters Score -1105913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1105962.125000 Penalty: 2936.850342
	Iteration 18Q: 3 clusters Score -1105962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1106009.500000 Penalty: 2936.850342
	Iteration 19Q: 3 clusters Score -1106010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1106041.875000 Penalty: 2936.850342
	Iteration 20F: 3 clusters Score -1106042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1106066.625000 Penalty: 2936.850342
	Iteration 21Q: 3 clusters Score -1106067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1106080.500000 Penalty: 2936.850342
	Iteration 22Q: 3 clusters Score -1106080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1106081.875000 Penalty: 2936.850342
	Iteration 23Q: 3 clusters Score -1106082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1106082.125000 Penalty: 2936.850342
	Iteration 24Q: 3 clusters Score -1106082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1106082.125000 Penalty: 2936.850342
	Iteration 25F: 3 clusters Score -1106082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Entering Unmasked Estep 
Score: -2005738.625000 Penalty: 1564.645874
	Iteration 0F: 2 clusters Score -2005739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1995228.875000 Penalty: 3129.291748
	Iteration 0F: 3 clusters Score -1995229 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1998903.625000 Penalty: 3129.291748
	Iteration 1F: 3 clusters Score -1998904 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1999285.875000 Penalty: 3129.291748
	Iteration 2F: 3 clusters Score -1999286 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1999663.500000 Penalty: 3129.291748
	Iteration 3Q: 3 clusters Score -1999664 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2000078.625000 Penalty: 3129.291748
	Iteration 4Q: 3 clusters Score -2000079 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2000521.375000 Penalty: 3129.291748
	Iteration 5Q: 3 clusters Score -2000521 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2001062.000000 Penalty: 3129.291748
	Iteration 6F: 3 clusters Score -2001062 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2001745.250000 Penalty: 3129.291748
	Iteration 7F: 3 clusters Score -2001745 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2002656.875000 Penalty: 3129.291748
	Iteration 8F: 3 clusters Score -2002657 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2003605.500000 Penalty: 3129.291748
	Iteration 9F: 3 clusters Score -2003606 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2004358.750000 Penalty: 3129.291748
	Iteration 10F: 3 clusters Score -2004359 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2004743.125000 Penalty: 3129.291748
	Iteration 11Q: 3 clusters Score -2004743 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2004999.875000 Penalty: 3129.291748
	Iteration 12Q: 3 clusters Score -2005000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2005137.125000 Penalty: 3129.291748
	Iteration 13Q: 3 clusters Score -2005137 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2005231.250000 Penalty: 3129.291748
	Iteration 14Q: 3 clusters Score -2005231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2005285.250000 Penalty: 3129.291748
	Iteration 15Q: 3 clusters Score -2005285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2005318.625000 Penalty: 3129.291748
	Iteration 16Q: 3 clusters Score -2005319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2005330.875000 Penalty: 3129.291748
	Iteration 17Q: 3 clusters Score -2005331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2005347.000000 Penalty: 3129.291748
	Iteration 18Q: 3 clusters Score -2005347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2005352.375000 Penalty: 3129.291748
	Iteration 19Q: 3 clusters Score -2005352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2005358.250000 Penalty: 3129.291748
	Iteration 20F: 3 clusters Score -2005358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2005365.250000 Penalty: 3129.291748
	Iteration 21Q: 3 clusters Score -2005365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2005370.875000 Penalty: 3129.291748
	Iteration 22Q: 3 clusters Score -2005371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2005372.250000 Penalty: 3129.291748
	Iteration 23Q: 3 clusters Score -2005372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2005375.375000 Penalty: 3129.291748
	Iteration 24Q: 3 clusters Score -2005375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2005384.250000 Penalty: 3129.291748
	Iteration 25Q: 3 clusters Score -2005384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2005385.125000 Penalty: 3129.291748
	Iteration 26Q: 3 clusters Score -2005385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2005389.625000 Penalty: 3129.291748
	Iteration 27Q: 3 clusters Score -2005390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2005396.125000 Penalty: 3129.291748
	Iteration 28Q: 3 clusters Score -2005396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2005400.750000 Penalty: 3129.291748
	Iteration 29Q: 3 clusters Score -2005401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2005397.625000 Penalty: 3129.291748
	Iteration 30Q: 3 clusters Score -2005398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2005405.625000 Penalty: 3129.291748
	Iteration 31Q: 3 clusters Score -2005406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2005404.125000 Penalty: 3129.291748
	Iteration 32Q: 3 clusters Score -2005404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2005409.625000 Penalty: 3129.291748
	Iteration 33Q: 3 clusters Score -2005410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2005408.875000 Penalty: 3129.291748
	Iteration 34Q: 3 clusters Score -2005409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2005407.875000 Penalty: 3129.291748
	Iteration 35Q: 3 clusters Score -2005408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2005409.000000 Penalty: 3129.291748
	Iteration 36Q: 3 clusters Score -2005409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2005413.125000 Penalty: 3129.291748
	Iteration 37Q: 3 clusters Score -2005413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2005413.750000 Penalty: 3129.291748
	Iteration 38Q: 3 clusters Score -2005414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2005418.250000 Penalty: 3129.291748
	Iteration 39Q: 3 clusters Score -2005418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2005411.625000 Penalty: 3129.291748
	Iteration 40F: 3 clusters Score -2005412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2005417.250000 Penalty: 3129.291748
	Iteration 41Q: 3 clusters Score -2005417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2005418.250000 Penalty: 3129.291748
	Iteration 42Q: 3 clusters Score -2005418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2005419.000000 Penalty: 3129.291748
	Iteration 43Q: 3 clusters Score -2005419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2005420.000000 Penalty: 3129.291748
	Iteration 44Q: 3 clusters Score -2005420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2005421.625000 Penalty: 3129.291748
	Iteration 45Q: 3 clusters Score -2005422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2005421.500000 Penalty: 3129.291748
	Iteration 46Q: 3 clusters Score -2005422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2005421.875000 Penalty: 3129.291748
	Iteration 47Q: 3 clusters Score -2005422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2005419.625000 Penalty: 3129.291748
	Iteration 48Q: 3 clusters Score -2005420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2005421.500000 Penalty: 3129.291748
	Iteration 49Q: 3 clusters Score -2005422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2005421.875000 Penalty: 3129.291748
	Iteration 50Q: 3 clusters Score -2005422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2005423.500000 Penalty: 3129.291748
	Iteration 51Q: 3 clusters Score -2005424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2005424.375000 Penalty: 3129.291748
	Iteration 52Q: 3 clusters Score -2005424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2005425.500000 Penalty: 3129.291748
	Iteration 53Q: 3 clusters Score -2005426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2005428.750000 Penalty: 3129.291748
	Iteration 54Q: 3 clusters Score -2005429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2005433.375000 Penalty: 3129.291748
	Iteration 55Q: 3 clusters Score -2005433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2005430.750000 Penalty: 3129.291748
	Iteration 56Q: 3 clusters Score -2005431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2005429.250000 Penalty: 3129.291748
	Iteration 57Q: 3 clusters Score -2005429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2005431.250000 Penalty: 3129.291748
	Iteration 58Q: 3 clusters Score -2005431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2005431.250000 Penalty: 3129.291748
	Iteration 59Q: 3 clusters Score -2005431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2005431.375000 Penalty: 3129.291748
	Iteration 60F: 3 clusters Score -2005431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2005434.125000 Penalty: 3129.291748
	Iteration 61Q: 3 clusters Score -2005434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2005431.375000 Penalty: 3129.291748
	Iteration 62Q: 3 clusters Score -2005431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2005429.250000 Penalty: 3129.291748
	Iteration 63Q: 3 clusters Score -2005429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2005430.250000 Penalty: 3129.291748
	Iteration 64Q: 3 clusters Score -2005430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2005428.500000 Penalty: 3129.291748
	Iteration 65Q: 3 clusters Score -2005428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2005430.125000 Penalty: 3129.291748
	Iteration 66Q: 3 clusters Score -2005430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2005429.000000 Penalty: 3129.291748
	Iteration 67Q: 3 clusters Score -2005429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2005428.500000 Penalty: 3129.291748
	Iteration 68Q: 3 clusters Score -2005428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2005427.625000 Penalty: 3129.291748
	Iteration 69Q: 3 clusters Score -2005428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2005429.875000 Penalty: 3129.291748
	Iteration 70Q: 3 clusters Score -2005430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2005429.875000 Penalty: 3129.291748
	Iteration 71F: 3 clusters Score -2005430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (91823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Entering Unmasked Estep 
Score: -12163020.000000 Penalty: 1856.987915
	Iteration 0F: 2 clusters Score -1.216302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -12108098.000000 Penalty: 3713.975830
	Iteration 0F: 3 clusters Score -1.21081e+07 nChanged 43808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -12134320.000000 Penalty: 3713.975830
	Iteration 1F: 3 clusters Score -1.213432e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -12136090.000000 Penalty: 3713.975830
	Iteration 2Q: 3 clusters Score -1.213609e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -12138535.000000 Penalty: 3713.975830
	Iteration 3F: 3 clusters Score -1.213854e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -12142159.000000 Penalty: 3713.975830
	Iteration 4F: 3 clusters Score -1.214216e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -12147197.000000 Penalty: 3713.975830
	Iteration 5F: 3 clusters Score -1.21472e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -12152189.000000 Penalty: 3713.975830
	Iteration 6F: 3 clusters Score -1.215219e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -12155512.000000 Penalty: 3713.975830
	Iteration 7F: 3 clusters Score -1.215551e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -12157445.000000 Penalty: 3713.975830
	Iteration 8Q: 3 clusters Score -1.215744e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -12158868.000000 Penalty: 3713.975830
	Iteration 9Q: 3 clusters Score -1.215887e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -12160483.000000 Penalty: 3713.975830
	Iteration 10Q: 3 clusters Score -1.216048e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -12162168.000000 Penalty: 3713.975830
	Iteration 11Q: 3 clusters Score -1.216217e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -12163776.000000 Penalty: 3713.975830
	Iteration 12Q: 3 clusters Score -1.216378e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -12165031.000000 Penalty: 3713.975830
	Iteration 13Q: 3 clusters Score -1.216503e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -12165791.000000 Penalty: 3713.975830
	Iteration 14Q: 3 clusters Score -1.216579e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -12166163.000000 Penalty: 3713.975830
	Iteration 15Q: 3 clusters Score -1.216616e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -12166324.000000 Penalty: 3713.975830
	Iteration 16Q: 3 clusters Score -1.216632e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -12166443.000000 Penalty: 3713.975830
	Iteration 17Q: 3 clusters Score -1.216644e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -12166523.000000 Penalty: 3713.975830
	Iteration 18Q: 3 clusters Score -1.216652e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12166557.000000 Penalty: 3713.975830
	Iteration 19Q: 3 clusters Score -1.216656e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -12166604.000000 Penalty: 3713.975830
	Iteration 20F: 3 clusters Score -1.21666e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -12166610.000000 Penalty: 3713.975830
	Iteration 21Q: 3 clusters Score -1.216661e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -12166627.000000 Penalty: 3713.975830
	Iteration 22Q: 3 clusters Score -1.216663e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -12166606.000000 Penalty: 3713.975830
	Iteration 23Q: 3 clusters Score -1.216661e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -12166601.000000 Penalty: 3713.975830
	Iteration 24Q: 3 clusters Score -1.21666e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -12166587.000000 Penalty: 3713.975830
	Iteration 25Q: 3 clusters Score -1.216659e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -12166593.000000 Penalty: 3713.975830
	Iteration 26Q: 3 clusters Score -1.216659e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -12166570.000000 Penalty: 3713.975830
	Iteration 27Q: 3 clusters Score -1.216657e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -12166555.000000 Penalty: 3713.975830
	Iteration 28Q: 3 clusters Score -1.216656e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -12166545.000000 Penalty: 3713.975830
	Iteration 29Q: 3 clusters Score -1.216654e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -12166549.000000 Penalty: 3713.975830
	Iteration 30Q: 3 clusters Score -1.216655e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -12166543.000000 Penalty: 3713.975830
	Iteration 31Q: 3 clusters Score -1.216654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -12166551.000000 Penalty: 3713.975830
	Iteration 32Q: 3 clusters Score -1.216655e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -12166538.000000 Penalty: 3713.975830
	Iteration 33Q: 3 clusters Score -1.216654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -12166529.000000 Penalty: 3713.975830
	Iteration 34Q: 3 clusters Score -1.216653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -12166533.000000 Penalty: 3713.975830
	Iteration 35Q: 3 clusters Score -1.216653e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -12166520.000000 Penalty: 3713.975830
	Iteration 36Q: 3 clusters Score -1.216652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -12166511.000000 Penalty: 3713.975830
	Iteration 37Q: 3 clusters Score -1.216651e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -12166526.000000 Penalty: 3713.975830
	Iteration 38Q: 3 clusters Score -1.216653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -12166521.000000 Penalty: 3713.975830
	Iteration 39Q: 3 clusters Score -1.216652e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -12166532.000000 Penalty: 3713.975830
	Iteration 40F: 3 clusters Score -1.216653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -12166539.000000 Penalty: 3713.975830
	Iteration 41Q: 3 clusters Score -1.216654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -12166552.000000 Penalty: 3713.975830
	Iteration 42Q: 3 clusters Score -1.216655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -12166540.000000 Penalty: 3713.975830
	Iteration 43Q: 3 clusters Score -1.216654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -12166538.000000 Penalty: 3713.975830
	Iteration 44Q: 3 clusters Score -1.216654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -12166544.000000 Penalty: 3713.975830
	Iteration 45Q: 3 clusters Score -1.216654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -12166533.000000 Penalty: 3713.975830
	Iteration 46Q: 3 clusters Score -1.216653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -12166543.000000 Penalty: 3713.975830
	Iteration 47Q: 3 clusters Score -1.216654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -12166536.000000 Penalty: 3713.975830
	Iteration 48Q: 3 clusters Score -1.216654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -12166538.000000 Penalty: 3713.975830
	Iteration 49Q: 3 clusters Score -1.216654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -12166544.000000 Penalty: 3713.975830
	Iteration 50Q: 3 clusters Score -1.216654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -12166550.000000 Penalty: 3713.975830
	Iteration 51Q: 3 clusters Score -1.216655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -12166540.000000 Penalty: 3713.975830
	Iteration 52Q: 3 clusters Score -1.216654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -12166543.000000 Penalty: 3713.975830
	Iteration 53Q: 3 clusters Score -1.216654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -12166544.000000 Penalty: 3713.975830
	Iteration 54Q: 3 clusters Score -1.216654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -12166544.000000 Penalty: 3713.975830
	Iteration 55F: 3 clusters Score -1.216654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 73942 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 44192 members 
Mstep: Class 12 contains 49235 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 34269 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 50152 members 
Mstep: Class 18 contains 66966 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 15204 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20425 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 11977 members 
Mstep: Class 27 contains 24869 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72334 members 
Mstep: Class 33 contains 9052 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8404 members 
Mstep: Class 37 contains 15193 members 
Mstep: Class 38 contains 35356 members 
Mstep: Class 39 contains 55573 members 
Mstep: Class 40 contains 83945 members 
Mstep: Class 41 contains 64834 members 
Mstep: Class 42 contains 88331 members 
Mstep: Class 43 contains 56467 members 
Entering Unmasked Estep 
Score: -127789072.000000 Penalty: 96539.859375
Splitting cluster 38 changes total score from -127786624.000000 to -127789072.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 39 (55573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Entering Unmasked Estep 
Score: -7321088.000000 Penalty: 1775.386108
	Iteration 0F: 2 clusters Score -7321088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -7284427.000000 Penalty: 3550.772217
	Iteration 0F: 3 clusters Score -7284427 nChanged 26054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -7299450.000000 Penalty: 3550.772217
	Iteration 1F: 3 clusters Score -7299450 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7300021.500000 Penalty: 3550.772217
	Iteration 2Q: 3 clusters Score -7300022 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7300702.000000 Penalty: 3550.772217
	Iteration 3Q: 3 clusters Score -7300702 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -7301617.000000 Penalty: 3550.772217
	Iteration 4Q: 3 clusters Score -7301617 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -7302913.500000 Penalty: 3550.772217
	Iteration 5Q: 3 clusters Score -7302914 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -7304747.000000 Penalty: 3550.772217
	Iteration 6F: 3 clusters Score -7304747 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -7307748.500000 Penalty: 3550.772217
	Iteration 7F: 3 clusters Score -7307748 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -7311529.000000 Penalty: 3550.772217
	Iteration 8F: 3 clusters Score -7311529 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -7314706.500000 Penalty: 3550.772217
	Iteration 9F: 3 clusters Score -7314706 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -7316533.000000 Penalty: 3550.772217
	Iteration 10Q: 3 clusters Score -7316533 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -7317711.500000 Penalty: 3550.772217
	Iteration 11Q: 3 clusters Score -7317712 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -7318493.500000 Penalty: 3550.772217
	Iteration 12Q: 3 clusters Score -7318494 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -7318996.000000 Penalty: 3550.772217
	Iteration 13Q: 3 clusters Score -7318996 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -7319310.000000 Penalty: 3550.772217
	Iteration 14Q: 3 clusters Score -7319310 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7319447.000000 Penalty: 3550.772217
	Iteration 15Q: 3 clusters Score -7319447 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -7319513.500000 Penalty: 3550.772217
	Iteration 16Q: 3 clusters Score -7319514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -7319539.000000 Penalty: 3550.772217
	Iteration 17Q: 3 clusters Score -7319539 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -7319547.000000 Penalty: 3550.772217
	Iteration 18Q: 3 clusters Score -7319547 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -7319570.500000 Penalty: 3550.772217
	Iteration 19Q: 3 clusters Score -7319570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -7319609.500000 Penalty: 3550.772217
	Iteration 20F: 3 clusters Score -7319610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -7319605.000000 Penalty: 3550.772217
	Iteration 21Q: 3 clusters Score -7319605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -7319604.000000 Penalty: 3550.772217
	Iteration 22Q: 3 clusters Score -7319604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -7319607.500000 Penalty: 3550.772217
	Iteration 23Q: 3 clusters Score -7319608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -7319613.000000 Penalty: 3550.772217
	Iteration 24Q: 3 clusters Score -7319613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -7319601.000000 Penalty: 3550.772217
	Iteration 25Q: 3 clusters Score -7319601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7319617.000000 Penalty: 3550.772217
	Iteration 26Q: 3 clusters Score -7319617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -7319625.000000 Penalty: 3550.772217
	Iteration 27Q: 3 clusters Score -7319625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -7319633.500000 Penalty: 3550.772217
	Iteration 28Q: 3 clusters Score -7319634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -7319635.500000 Penalty: 3550.772217
	Iteration 29Q: 3 clusters Score -7319636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -7319632.500000 Penalty: 3550.772217
	Iteration 30Q: 3 clusters Score -7319632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -7319630.500000 Penalty: 3550.772217
	Iteration 31Q: 3 clusters Score -7319630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -7319636.500000 Penalty: 3550.772217
	Iteration 32Q: 3 clusters Score -7319636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7319633.500000 Penalty: 3550.772217
	Iteration 33Q: 3 clusters Score -7319634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -7319635.000000 Penalty: 3550.772217
	Iteration 34Q: 3 clusters Score -7319635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -7319632.000000 Penalty: 3550.772217
	Iteration 35Q: 3 clusters Score -7319632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -7319635.500000 Penalty: 3550.772217
	Iteration 36Q: 3 clusters Score -7319636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -7319634.000000 Penalty: 3550.772217
	Iteration 37Q: 3 clusters Score -7319634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -7319635.500000 Penalty: 3550.772217
	Iteration 38Q: 3 clusters Score -7319636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -7319635.500000 Penalty: 3550.772217
	Iteration 39F: 3 clusters Score -7319636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (83945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Entering Unmasked Estep 
Score: -11119795.000000 Penalty: 1842.411621
	Iteration 0F: 2 clusters Score -1.11198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -11067753.000000 Penalty: 3684.823242
	Iteration 0F: 3 clusters Score -1.106775e+07 nChanged 40013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -11090769.000000 Penalty: 3684.823242
	Iteration 1F: 3 clusters Score -1.109077e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -11091539.000000 Penalty: 3684.823242
	Iteration 2Q: 3 clusters Score -1.109154e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -11092485.000000 Penalty: 3684.823242
	Iteration 3Q: 3 clusters Score -1.109248e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -11093758.000000 Penalty: 3684.823242
	Iteration 4Q: 3 clusters Score -1.109376e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -11095857.000000 Penalty: 3684.823242
	Iteration 5Q: 3 clusters Score -1.109586e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -11098909.000000 Penalty: 3684.823242
	Iteration 6F: 3 clusters Score -1.109891e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -11102953.000000 Penalty: 3684.823242
	Iteration 7F: 3 clusters Score -1.110295e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -11107293.000000 Penalty: 3684.823242
	Iteration 8F: 3 clusters Score -1.110729e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -11110063.000000 Penalty: 3684.823242
	Iteration 9F: 3 clusters Score -1.111006e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -11111337.000000 Penalty: 3684.823242
	Iteration 10Q: 3 clusters Score -1.111134e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -11112032.000000 Penalty: 3684.823242
	Iteration 11Q: 3 clusters Score -1.111203e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -11112540.000000 Penalty: 3684.823242
	Iteration 12Q: 3 clusters Score -1.111254e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -11113215.000000 Penalty: 3684.823242
	Iteration 13Q: 3 clusters Score -1.111322e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -11113794.000000 Penalty: 3684.823242
	Iteration 14Q: 3 clusters Score -1.111379e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -11114481.000000 Penalty: 3684.823242
	Iteration 15Q: 3 clusters Score -1.111448e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -11115104.000000 Penalty: 3684.823242
	Iteration 16Q: 3 clusters Score -1.11151e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -11115756.000000 Penalty: 3684.823242
	Iteration 17Q: 3 clusters Score -1.111576e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -11116280.000000 Penalty: 3684.823242
	Iteration 18Q: 3 clusters Score -1.111628e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -11116641.000000 Penalty: 3684.823242
	Iteration 19Q: 3 clusters Score -1.111664e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -11116964.000000 Penalty: 3684.823242
	Iteration 20F: 3 clusters Score -1.111696e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -11117202.000000 Penalty: 3684.823242
	Iteration 21Q: 3 clusters Score -1.11172e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11117453.000000 Penalty: 3684.823242
	Iteration 22Q: 3 clusters Score -1.111745e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11117666.000000 Penalty: 3684.823242
	Iteration 23Q: 3 clusters Score -1.111767e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11117801.000000 Penalty: 3684.823242
	Iteration 24Q: 3 clusters Score -1.11178e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11117924.000000 Penalty: 3684.823242
	Iteration 25Q: 3 clusters Score -1.111792e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11118009.000000 Penalty: 3684.823242
	Iteration 26Q: 3 clusters Score -1.111801e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11118078.000000 Penalty: 3684.823242
	Iteration 27Q: 3 clusters Score -1.111808e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11118133.000000 Penalty: 3684.823242
	Iteration 28Q: 3 clusters Score -1.111813e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11118168.000000 Penalty: 3684.823242
	Iteration 29Q: 3 clusters Score -1.111817e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11118193.000000 Penalty: 3684.823242
	Iteration 30Q: 3 clusters Score -1.111819e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11118206.000000 Penalty: 3684.823242
	Iteration 31Q: 3 clusters Score -1.111821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11118214.000000 Penalty: 3684.823242
	Iteration 32Q: 3 clusters Score -1.111821e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11118247.000000 Penalty: 3684.823242
	Iteration 33Q: 3 clusters Score -1.111825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11118256.000000 Penalty: 3684.823242
	Iteration 34Q: 3 clusters Score -1.111826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11118265.000000 Penalty: 3684.823242
	Iteration 35Q: 3 clusters Score -1.111826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11118267.000000 Penalty: 3684.823242
	Iteration 36Q: 3 clusters Score -1.111827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11118258.000000 Penalty: 3684.823242
	Iteration 37Q: 3 clusters Score -1.111826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11118262.000000 Penalty: 3684.823242
	Iteration 38Q: 3 clusters Score -1.111826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11118265.000000 Penalty: 3684.823242
	Iteration 39Q: 3 clusters Score -1.111826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11118264.000000 Penalty: 3684.823242
	Iteration 40F: 3 clusters Score -1.111826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11118274.000000 Penalty: 3684.823242
	Iteration 41Q: 3 clusters Score -1.111827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11118279.000000 Penalty: 3684.823242
	Iteration 42Q: 3 clusters Score -1.111828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11118282.000000 Penalty: 3684.823242
	Iteration 43Q: 3 clusters Score -1.111828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11118280.000000 Penalty: 3684.823242
	Iteration 44Q: 3 clusters Score -1.111828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11118280.000000 Penalty: 3684.823242
	Iteration 45Q: 3 clusters Score -1.111828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11118283.000000 Penalty: 3684.823242
	Iteration 46Q: 3 clusters Score -1.111828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11118286.000000 Penalty: 3684.823242
	Iteration 47Q: 3 clusters Score -1.111829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11118281.000000 Penalty: 3684.823242
	Iteration 48Q: 3 clusters Score -1.111828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11118273.000000 Penalty: 3684.823242
	Iteration 49Q: 3 clusters Score -1.111827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11118285.000000 Penalty: 3684.823242
	Iteration 50Q: 3 clusters Score -1.111828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11118296.000000 Penalty: 3684.823242
	Iteration 51Q: 3 clusters Score -1.11183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11118297.000000 Penalty: 3684.823242
	Iteration 52Q: 3 clusters Score -1.11183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11118297.000000 Penalty: 3684.823242
	Iteration 53F: 3 clusters Score -1.11183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (64834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Entering Unmasked Estep 
Score: -8611217.000000 Penalty: 1800.432617
	Iteration 0F: 2 clusters Score -8611217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -8568678.000000 Penalty: 3600.865234
	Iteration 0F: 3 clusters Score -8568678 nChanged 30548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -8586314.000000 Penalty: 3600.865234
	Iteration 1F: 3 clusters Score -8586314 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -8586897.000000 Penalty: 3600.865234
	Iteration 2Q: 3 clusters Score -8586897 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -8587482.000000 Penalty: 3600.865234
	Iteration 3Q: 3 clusters Score -8587482 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -8588241.000000 Penalty: 3600.865234
	Iteration 4Q: 3 clusters Score -8588241 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -8589013.000000 Penalty: 3600.865234
	Iteration 5Q: 3 clusters Score -8589013 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -8589851.000000 Penalty: 3600.865234
	Iteration 6Q: 3 clusters Score -8589851 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8590807.000000 Penalty: 3600.865234
	Iteration 7Q: 3 clusters Score -8590807 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -8591951.000000 Penalty: 3600.865234
	Iteration 8Q: 3 clusters Score -8591951 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8593223.000000 Penalty: 3600.865234
	Iteration 9Q: 3 clusters Score -8593223 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -8594708.000000 Penalty: 3600.865234
	Iteration 10Q: 3 clusters Score -8594708 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -8596248.000000 Penalty: 3600.865234
	Iteration 11Q: 3 clusters Score -8596248 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -8597846.000000 Penalty: 3600.865234
	Iteration 12Q: 3 clusters Score -8597846 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -8599356.000000 Penalty: 3600.865234
	Iteration 13Q: 3 clusters Score -8599356 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -8600457.000000 Penalty: 3600.865234
	Iteration 14Q: 3 clusters Score -8600457 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -8601298.000000 Penalty: 3600.865234
	Iteration 15Q: 3 clusters Score -8601298 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -8601921.000000 Penalty: 3600.865234
	Iteration 16Q: 3 clusters Score -8601921 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -8602626.000000 Penalty: 3600.865234
	Iteration 17Q: 3 clusters Score -8602626 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -8603367.000000 Penalty: 3600.865234
	Iteration 18Q: 3 clusters Score -8603367 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -8604117.000000 Penalty: 3600.865234
	Iteration 19Q: 3 clusters Score -8604117 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -8604820.000000 Penalty: 3600.865234
	Iteration 20F: 3 clusters Score -8604820 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -8605472.000000 Penalty: 3600.865234
	Iteration 21Q: 3 clusters Score -8605472 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -8606089.000000 Penalty: 3600.865234
	Iteration 22Q: 3 clusters Score -8606089 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -8606625.000000 Penalty: 3600.865234
	Iteration 23Q: 3 clusters Score -8606625 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -8607117.000000 Penalty: 3600.865234
	Iteration 24Q: 3 clusters Score -8607117 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -8607552.000000 Penalty: 3600.865234
	Iteration 25Q: 3 clusters Score -8607552 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -8607922.000000 Penalty: 3600.865234
	Iteration 26Q: 3 clusters Score -8607922 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8608254.000000 Penalty: 3600.865234
	Iteration 27Q: 3 clusters Score -8608254 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -8608525.000000 Penalty: 3600.865234
	Iteration 28Q: 3 clusters Score -8608525 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -8608774.000000 Penalty: 3600.865234
	Iteration 29Q: 3 clusters Score -8608774 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -8608981.000000 Penalty: 3600.865234
	Iteration 30Q: 3 clusters Score -8608981 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8609136.000000 Penalty: 3600.865234
	Iteration 31Q: 3 clusters Score -8609136 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -8609208.000000 Penalty: 3600.865234
	Iteration 32Q: 3 clusters Score -8609208 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -8609329.000000 Penalty: 3600.865234
	Iteration 33Q: 3 clusters Score -8609329 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -8609445.000000 Penalty: 3600.865234
	Iteration 34Q: 3 clusters Score -8609445 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -8609495.000000 Penalty: 3600.865234
	Iteration 35Q: 3 clusters Score -8609495 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -8609549.000000 Penalty: 3600.865234
	Iteration 36Q: 3 clusters Score -8609549 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -8609584.000000 Penalty: 3600.865234
	Iteration 37Q: 3 clusters Score -8609584 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -8609576.000000 Penalty: 3600.865234
	Iteration 38Q: 3 clusters Score -8609576 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8609620 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8609659 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -8609715.000000 Penalty: 3600.865234
	Iteration 41Q: 3 clusters Score -8609715 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -8609718.000000 Penalty: 3600.865234
	Iteration 42Q: 3 clusters Score -8609718 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -8609735.000000 Penalty: 3600.865234
	Iteration 43Q: 3 clusters Score -8609735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -8609717.000000 Penalty: 3600.865234
	Iteration 44Q: 3 clusters Score -8609717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -8609710.000000 Penalty: 3600.865234
	Iteration 45Q: 3 clusters Score -8609710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -8609719.000000 Penalty: 3600.865234
	Iteration 46Q: 3 clusters Score -8609719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -8609666.000000 Penalty: 3600.865234
	Iteration 47Q: 3 clusters Score -8609666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -8609662.000000 Penalty: 3600.865234
	Iteration 48Q: 3 clusters Score -8609662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -8609669.000000 Penalty: 3600.865234
	Iteration 49Q: 3 clusters Score -8609669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -8609682.000000 Penalty: 3600.865234
	Iteration 50Q: 3 clusters Score -8609682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -8609693.000000 Penalty: 3600.865234
	Iteration 51Q: 3 clusters Score -8609693 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -8609706.000000 Penalty: 3600.865234
	Iteration 52Q: 3 clusters Score -8609706 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8609723.000000 Penalty: 3600.865234
	Iteration 53Q: 3 clusters Score -8609723 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8609762.000000 Penalty: 3600.865234
	Iteration 54Q: 3 clusters Score -8609762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -8609774.000000 Penalty: 3600.865234
	Iteration 55Q: 3 clusters Score -8609774 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -8609791.000000 Penalty: 3600.865234
	Iteration 56Q: 3 clusters Score -8609791 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -8609784.000000 Penalty: 3600.865234
	Iteration 57Q: 3 clusters Score -8609784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -8609775.000000 Penalty: 3600.865234
	Iteration 58Q: 3 clusters Score -8609775 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -8609798.000000 Penalty: 3600.865234
	Iteration 59Q: 3 clusters Score -8609798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8609793.000000 Penalty: 3600.865234
	Iteration 60F: 3 clusters Score -8609793 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8609786.000000 Penalty: 3600.865234
	Iteration 61Q: 3 clusters Score -8609786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8609789.000000 Penalty: 3600.865234
	Iteration 62Q: 3 clusters Score -8609789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -8609788.000000 Penalty: 3600.865234
	Iteration 63Q: 3 clusters Score -8609788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -8609790.000000 Penalty: 3600.865234
	Iteration 64Q: 3 clusters Score -8609790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8609792.000000 Penalty: 3600.865234
	Iteration 65Q: 3 clusters Score -8609792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -8609789.000000 Penalty: 3600.865234
	Iteration 66Q: 3 clusters Score -8609789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -8609792.000000 Penalty: 3600.865234
	Iteration 67Q: 3 clusters Score -8609792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8609789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8609792.000000 Penalty: 3600.865234
	Iteration 69Q: 3 clusters Score -8609792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -8609800.000000 Penalty: 3600.865234
	Iteration 70Q: 3 clusters Score -8609800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -8609795.000000 Penalty: 3600.865234
	Iteration 71Q: 3 clusters Score -8609795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -8609799.000000 Penalty: 3600.865234
	Iteration 72Q: 3 clusters Score -8609799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8609801.000000 Penalty: 3600.865234
	Iteration 73Q: 3 clusters Score -8609801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -8609812.000000 Penalty: 3600.865234
	Iteration 74Q: 3 clusters Score -8609812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -8609802.000000 Penalty: 3600.865234
	Iteration 75Q: 3 clusters Score -8609802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -8609806.000000 Penalty: 3600.865234
	Iteration 76Q: 3 clusters Score -8609806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8609799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8609798.000000 Penalty: 3600.865234
	Iteration 78Q: 3 clusters Score -8609798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -8609803.000000 Penalty: 3600.865234
	Iteration 79Q: 3 clusters Score -8609803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -8609801.000000 Penalty: 3600.865234
	Iteration 80F: 3 clusters Score -8609801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -8609807.000000 Penalty: 3600.865234
	Iteration 81Q: 3 clusters Score -8609807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -8609795.000000 Penalty: 3600.865234
	Iteration 82Q: 3 clusters Score -8609795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -8609798.000000 Penalty: 3600.865234
	Iteration 83Q: 3 clusters Score -8609798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8609795.000000 Penalty: 3600.865234
	Iteration 84Q: 3 clusters Score -8609795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8609791.000000 Penalty: 3600.865234
	Iteration 85Q: 3 clusters Score -8609791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -8609787.000000 Penalty: 3600.865234
	Iteration 86Q: 3 clusters Score -8609787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8609784.000000 Penalty: 3600.865234
	Iteration 87Q: 3 clusters Score -8609784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8609799.000000 Penalty: 3600.865234
	Iteration 88Q: 3 clusters Score -8609799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8609803.000000 Penalty: 3600.865234
	Iteration 89Q: 3 clusters Score -8609803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8609798.000000 Penalty: 3600.865234
	Iteration 90Q: 3 clusters Score -8609798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8609804.000000 Penalty: 3600.865234
	Iteration 91Q: 3 clusters Score -8609804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8609812.000000 Penalty: 3600.865234
	Iteration 92Q: 3 clusters Score -8609812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -8609806.000000 Penalty: 3600.865234
	Iteration 93Q: 3 clusters Score -8609806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8609811.000000 Penalty: 3600.865234
	Iteration 94Q: 3 clusters Score -8609811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8609802.000000 Penalty: 3600.865234
	Iteration 95Q: 3 clusters Score -8609802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -8609800.000000 Penalty: 3600.865234
	Iteration 96Q: 3 clusters Score -8609800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -8609796.000000 Penalty: 3600.865234
	Iteration 97Q: 3 clusters Score -8609796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8609800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8609782.000000 Penalty: 3600.865234
	Iteration 99Q: 3 clusters Score -8609782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -8609777.000000 Penalty: 3600.865234
	Iteration 100F: 3 clusters Score -8609777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -8609764.000000 Penalty: 3600.865234
	Iteration 101Q: 3 clusters Score -8609764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8609783.000000 Penalty: 3600.865234
	Iteration 102Q: 3 clusters Score -8609783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -8609784.000000 Penalty: 3600.865234
	Iteration 103Q: 3 clusters Score -8609784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -8609775.000000 Penalty: 3600.865234
	Iteration 104Q: 3 clusters Score -8609775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 105Q: 3 clusters Score -8609780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -8609782.000000 Penalty: 3600.865234
	Iteration 106Q: 3 clusters Score -8609782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8609785.000000 Penalty: 3600.865234
	Iteration 107Q: 3 clusters Score -8609785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 108Q: 3 clusters Score -8609780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8609788.000000 Penalty: 3600.865234
	Iteration 109Q: 3 clusters Score -8609788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -8609776.000000 Penalty: 3600.865234
	Iteration 110Q: 3 clusters Score -8609776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8609779.000000 Penalty: 3600.865234
	Iteration 111Q: 3 clusters Score -8609779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8609783.000000 Penalty: 3600.865234
	Iteration 112Q: 3 clusters Score -8609783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -8609778.000000 Penalty: 3600.865234
	Iteration 113Q: 3 clusters Score -8609778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8609771.000000 Penalty: 3600.865234
	Iteration 114Q: 3 clusters Score -8609771 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60087 members 
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Entering Unmasked Estep 
Score: -8609773.000000 Penalty: 3600.865234
	Iteration 115Q: 3 clusters Score -8609773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8609771 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8609772.000000 Penalty: 3600.865234
	Iteration 117Q: 3 clusters Score -8609772 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8609756.000000 Penalty: 3600.865234
	Iteration 118Q: 3 clusters Score -8609756 nChanged 25
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Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8609763.000000 Penalty: 3600.865234
	Iteration 119Q: 3 clusters Score -8609763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8609768.000000 Penalty: 3600.865234
	Iteration 120F: 3 clusters Score -8609768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8609754.000000 Penalty: 3600.865234
	Iteration 121Q: 3 clusters Score -8609754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -8609766.000000 Penalty: 3600.865234
	Iteration 122Q: 3 clusters Score -8609766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8609778.000000 Penalty: 3600.865234
	Iteration 123Q: 3 clusters Score -8609778 nChanged 13
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Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -8609771.000000 Penalty: 3600.865234
	Iteration 124Q: 3 clusters Score -8609771 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8609759.000000 Penalty: 3600.865234
	Iteration 125Q: 3 clusters Score -8609759 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8609768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8609767 nChanged 6
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Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8609773.000000 Penalty: 3600.865234
	Iteration 128Q: 3 clusters Score -8609773 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8609772.000000 Penalty: 3600.865234
	Iteration 129Q: 3 clusters Score -8609772 nChanged 6
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Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8609773 nChanged 6
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Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8609761.000000 Penalty: 3600.865234
	Iteration 131Q: 3 clusters Score -8609761 nChanged 12
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Mstep: Class 1 contains 60302 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8609777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8609770.000000 Penalty: 3600.865234
	Iteration 133Q: 3 clusters Score -8609770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8609781.000000 Penalty: 3600.865234
	Iteration 134Q: 3 clusters Score -8609781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8609783.000000 Penalty: 3600.865234
	Iteration 135Q: 3 clusters Score -8609783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 136Q: 3 clusters Score -8609780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8609781.000000 Penalty: 3600.865234
	Iteration 137Q: 3 clusters Score -8609781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8609777.000000 Penalty: 3600.865234
	Iteration 138Q: 3 clusters Score -8609777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -8609778.000000 Penalty: 3600.865234
	Iteration 139Q: 3 clusters Score -8609778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8609782.000000 Penalty: 3600.865234
	Iteration 140F: 3 clusters Score -8609782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8609794.000000 Penalty: 3600.865234
	Iteration 141Q: 3 clusters Score -8609794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 142Q: 3 clusters Score -8609780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8609782.000000 Penalty: 3600.865234
	Iteration 143Q: 3 clusters Score -8609782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -8609791.000000 Penalty: 3600.865234
	Iteration 144Q: 3 clusters Score -8609791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -8609791.000000 Penalty: 3600.865234
	Iteration 145Q: 3 clusters Score -8609791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8609781.000000 Penalty: 3600.865234
	Iteration 146Q: 3 clusters Score -8609781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 147Q: 3 clusters Score -8609780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8609781.000000 Penalty: 3600.865234
	Iteration 148Q: 3 clusters Score -8609781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8609772.000000 Penalty: 3600.865234
	Iteration 149Q: 3 clusters Score -8609772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8609784.000000 Penalty: 3600.865234
	Iteration 150Q: 3 clusters Score -8609784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 151Q: 3 clusters Score -8609780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8609781.000000 Penalty: 3600.865234
	Iteration 152Q: 3 clusters Score -8609781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 153Q: 3 clusters Score -8609780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8609780.000000 Penalty: 3600.865234
	Iteration 154F: 3 clusters Score -8609780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (88331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Entering Unmasked Estep 
Score: -11665592.000000 Penalty: 1850.687500
	Iteration 0F: 2 clusters Score -1.166559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -11612769.000000 Penalty: 3701.375000
	Iteration 0F: 3 clusters Score -1.161277e+07 nChanged 42177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -11636880.000000 Penalty: 3701.375000
	Iteration 1F: 3 clusters Score -1.163688e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -11637536.000000 Penalty: 3701.375000
	Iteration 2Q: 3 clusters Score -1.163754e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -11638511.000000 Penalty: 3701.375000
	Iteration 3Q: 3 clusters Score -1.163851e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -11640114.000000 Penalty: 3701.375000
	Iteration 4Q: 3 clusters Score -1.164011e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -11643039.000000 Penalty: 3701.375000
	Iteration 5F: 3 clusters Score -1.164304e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -11647740.000000 Penalty: 3701.375000
	Iteration 6F: 3 clusters Score -1.164774e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -11653036.000000 Penalty: 3701.375000
	Iteration 7F: 3 clusters Score -1.165304e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -11657828.000000 Penalty: 3701.375000
	Iteration 8F: 3 clusters Score -1.165783e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -11661183.000000 Penalty: 3701.375000
	Iteration 9Q: 3 clusters Score -1.166118e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -11662844.000000 Penalty: 3701.375000
	Iteration 10Q: 3 clusters Score -1.166284e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -11663486.000000 Penalty: 3701.375000
	Iteration 11Q: 3 clusters Score -1.166349e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -11663744.000000 Penalty: 3701.375000
	Iteration 12Q: 3 clusters Score -1.166374e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -11663845.000000 Penalty: 3701.375000
	Iteration 13Q: 3 clusters Score -1.166384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -11663891.000000 Penalty: 3701.375000
	Iteration 14Q: 3 clusters Score -1.166389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -11663908.000000 Penalty: 3701.375000
	Iteration 15Q: 3 clusters Score -1.166391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -11663924.000000 Penalty: 3701.375000
	Iteration 16Q: 3 clusters Score -1.166392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -11663936.000000 Penalty: 3701.375000
	Iteration 17Q: 3 clusters Score -1.166394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -11663947.000000 Penalty: 3701.375000
	Iteration 18Q: 3 clusters Score -1.166395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -11663968.000000 Penalty: 3701.375000
	Iteration 19Q: 3 clusters Score -1.166397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -11663966.000000 Penalty: 3701.375000
	Iteration 20F: 3 clusters Score -1.166397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -11663968.000000 Penalty: 3701.375000
	Iteration 21Q: 3 clusters Score -1.166397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -11663981.000000 Penalty: 3701.375000
	Iteration 22Q: 3 clusters Score -1.166398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -11663983.000000 Penalty: 3701.375000
	Iteration 23Q: 3 clusters Score -1.166398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -11663987.000000 Penalty: 3701.375000
	Iteration 24Q: 3 clusters Score -1.166399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -11663991.000000 Penalty: 3701.375000
	Iteration 25Q: 3 clusters Score -1.166399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -11663991.000000 Penalty: 3701.375000
	Iteration 26F: 3 clusters Score -1.166399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 73942 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 44192 members 
Mstep: Class 12 contains 49235 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 34269 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 50152 members 
Mstep: Class 18 contains 66966 members 
Mstep: Class 19 contains 15679 members 
Mstep: Class 20 contains 15204 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20425 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 11977 members 
Mstep: Class 27 contains 24869 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7579 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72334 members 
Mstep: Class 33 contains 9052 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8404 members 
Mstep: Class 37 contains 15193 members 
Mstep: Class 38 contains 35356 members 
Mstep: Class 39 contains 55573 members 
Mstep: Class 40 contains 83945 members 
Mstep: Class 41 contains 64834 members 
Mstep: Class 42 contains 88331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790808.000000 Penalty: 96539.859375
Iteration 439Q: 44 clusters Score -1.277908e+08 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 6 contains 73981 members 
Mstep: Class 7 contains 5699 members 
Mstep: Class 8 contains 12773 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 44267 members 
Mstep: Class 12 contains 49280 members 
Mstep: Class 13 contains 16691 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 34478 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 50162 members 
Mstep: Class 18 contains 66928 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 15201 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20392 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 7027 members 
Mstep: Class 26 contains 11973 members 
Mstep: Class 27 contains 24624 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72240 members 
Mstep: Class 33 contains 9061 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8204 members 
Mstep: Class 37 contains 15186 members 
Mstep: Class 38 contains 36940 members 
Mstep: Class 39 contains 55532 members 
Mstep: Class 40 contains 83141 members 
Mstep: Class 41 contains 64766 members 
Mstep: Class 42 contains 88447 members 
Mstep: Class 43 contains 55911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790904.000000 Penalty: 96539.859375
Iteration 440F: 44 clusters Score -1.277909e+08 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7927 members 
Mstep: Class 6 contains 73974 members 
Mstep: Class 7 contains 5695 members 
Mstep: Class 8 contains 12769 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 4144 members 
Mstep: Class 11 contains 44239 members 
Mstep: Class 12 contains 49060 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 34688 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 50157 members 
Mstep: Class 18 contains 66920 members 
Mstep: Class 19 contains 15603 members 
Mstep: Class 20 contains 15205 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20303 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 7041 members 
Mstep: Class 26 contains 11967 members 
Mstep: Class 27 contains 24321 members 
Mstep: Class 28 contains 2613 members 
Mstep: Class 29 contains 7583 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72118 members 
Mstep: Class 33 contains 9061 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 8016 members 
Mstep: Class 37 contains 15174 members 
Mstep: Class 38 contains 38187 members 
Mstep: Class 39 contains 55469 members 
Mstep: Class 40 contains 82301 members 
Mstep: Class 41 contains 64153 members 
Mstep: Class 42 contains 88461 members 
Mstep: Class 43 contains 57006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791400.000000 Penalty: 96539.859375
Iteration 441Q: 44 clusters Score -1.277914e+08 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 73975 members 
Mstep: Class 7 contains 5693 members 
Mstep: Class 8 contains 12764 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 44271 members 
Mstep: Class 12 contains 48912 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 5622 members 
Mstep: Class 15 contains 34889 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 50195 members 
Mstep: Class 18 contains 66930 members 
Mstep: Class 19 contains 15573 members 
Mstep: Class 20 contains 15223 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20226 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 7044 members 
Mstep: Class 26 contains 11969 members 
Mstep: Class 27 contains 23985 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7589 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 72037 members 
Mstep: Class 33 contains 9073 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 7867 members 
Mstep: Class 37 contains 15168 members 
Mstep: Class 38 contains 39493 members 
Mstep: Class 39 contains 55375 members 
Mstep: Class 40 contains 81489 members 
Mstep: Class 41 contains 63461 members 
Mstep: Class 42 contains 88458 members 
Mstep: Class 43 contains 57835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791280.000000 Penalty: 96539.859375
Iteration 442Q: 44 clusters Score -1.277913e+08 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 73994 members 
Mstep: Class 7 contains 5690 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 4066 members 
Mstep: Class 11 contains 44331 members 
Mstep: Class 12 contains 48798 members 
Mstep: Class 13 contains 16691 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 35090 members 
Mstep: Class 16 contains 6433 members 
Mstep: Class 17 contains 50179 members 
Mstep: Class 18 contains 66968 members 
Mstep: Class 19 contains 15556 members 
Mstep: Class 20 contains 15246 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 3740 members 
Mstep: Class 25 contains 7063 members 
Mstep: Class 26 contains 11969 members 
Mstep: Class 27 contains 23636 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7591 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 71928 members 
Mstep: Class 33 contains 9071 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 7708 members 
Mstep: Class 37 contains 15162 members 
Mstep: Class 38 contains 40687 members 
Mstep: Class 39 contains 55257 members 
Mstep: Class 40 contains 80713 members 
Mstep: Class 41 contains 62999 members 
Mstep: Class 42 contains 88496 members 
Mstep: Class 43 contains 58462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791776.000000 Penalty: 96539.859375
Iteration 443Q: 44 clusters Score -1.277918e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 74014 members 
Mstep: Class 7 contains 5686 members 
Mstep: Class 8 contains 12753 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 44399 members 
Mstep: Class 12 contains 48709 members 
Mstep: Class 13 contains 16691 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 35310 members 
Mstep: Class 16 contains 6447 members 
Mstep: Class 17 contains 50079 members 
Mstep: Class 18 contains 67046 members 
Mstep: Class 19 contains 15537 members 
Mstep: Class 20 contains 15272 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20111 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 7075 members 
Mstep: Class 26 contains 11974 members 
Mstep: Class 27 contains 23292 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7598 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 71808 members 
Mstep: Class 33 contains 9084 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 7574 members 
Mstep: Class 37 contains 15160 members 
Mstep: Class 38 contains 41831 members 
Mstep: Class 39 contains 55148 members 
Mstep: Class 40 contains 79918 members 
Mstep: Class 41 contains 62701 members 
Mstep: Class 42 contains 88522 members 
Mstep: Class 43 contains 58966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792504.000000 Penalty: 96539.859375
Iteration 444Q: 44 clusters Score -1.277925e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 74029 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 44537 members 
Mstep: Class 12 contains 48602 members 
Mstep: Class 13 contains 16693 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 35518 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 50072 members 
Mstep: Class 18 contains 67103 members 
Mstep: Class 19 contains 15518 members 
Mstep: Class 20 contains 15281 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20042 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 11981 members 
Mstep: Class 27 contains 22964 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7600 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71725 members 
Mstep: Class 33 contains 9090 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 7441 members 
Mstep: Class 37 contains 15157 members 
Mstep: Class 38 contains 42845 members 
Mstep: Class 39 contains 55037 members 
Mstep: Class 40 contains 79229 members 
Mstep: Class 41 contains 62485 members 
Mstep: Class 42 contains 88507 members 
Mstep: Class 43 contains 59337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792440.000000 Penalty: 96539.859375
Iteration 445Q: 44 clusters Score -1.277924e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 74045 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 12744 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 44670 members 
Mstep: Class 12 contains 48526 members 
Mstep: Class 13 contains 16694 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 35740 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 50050 members 
Mstep: Class 18 contains 67133 members 
Mstep: Class 19 contains 15510 members 
Mstep: Class 20 contains 15288 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19985 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 7082 members 
Mstep: Class 26 contains 11989 members 
Mstep: Class 27 contains 22668 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7603 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71639 members 
Mstep: Class 33 contains 9105 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 7298 members 
Mstep: Class 37 contains 15157 members 
Mstep: Class 38 contains 43855 members 
Mstep: Class 39 contains 54909 members 
Mstep: Class 40 contains 78487 members 
Mstep: Class 41 contains 62350 members 
Mstep: Class 42 contains 88501 members 
Mstep: Class 43 contains 59639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792704.000000 Penalty: 96539.859375
Iteration 446Q: 44 clusters Score -1.277927e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 74076 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 12736 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 44824 members 
Mstep: Class 12 contains 48446 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 15 contains 35991 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 50020 members 
Mstep: Class 18 contains 67164 members 
Mstep: Class 19 contains 15504 members 
Mstep: Class 20 contains 15289 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19945 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 7100 members 
Mstep: Class 26 contains 11991 members 
Mstep: Class 27 contains 22363 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71537 members 
Mstep: Class 33 contains 9121 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3046 members 
Mstep: Class 36 contains 7202 members 
Mstep: Class 37 contains 15156 members 
Mstep: Class 38 contains 44809 members 
Mstep: Class 39 contains 54780 members 
Mstep: Class 40 contains 77686 members 
Mstep: Class 41 contains 62279 members 
Mstep: Class 42 contains 88437 members 
Mstep: Class 43 contains 59963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793264.000000 Penalty: 96539.859375
Iteration 447Q: 44 clusters Score -1.277933e+08 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 74102 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12724 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 45007 members 
Mstep: Class 12 contains 48394 members 
Mstep: Class 13 contains 16693 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 36241 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 49989 members 
Mstep: Class 18 contains 67197 members 
Mstep: Class 19 contains 15490 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 7092 members 
Mstep: Class 26 contains 12005 members 
Mstep: Class 27 contains 22032 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7612 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71424 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 7103 members 
Mstep: Class 37 contains 15158 members 
Mstep: Class 38 contains 45766 members 
Mstep: Class 39 contains 54682 members 
Mstep: Class 40 contains 76954 members 
Mstep: Class 41 contains 62208 members 
Mstep: Class 42 contains 88313 members 
Mstep: Class 43 contains 60248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793640.000000 Penalty: 96539.859375
Iteration 448Q: 44 clusters Score -1.277936e+08 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 74135 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 45213 members 
Mstep: Class 12 contains 48383 members 
Mstep: Class 13 contains 16691 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 36468 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 49961 members 
Mstep: Class 18 contains 67253 members 
Mstep: Class 19 contains 15483 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19857 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 7117 members 
Mstep: Class 26 contains 12018 members 
Mstep: Class 27 contains 21690 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7616 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71335 members 
Mstep: Class 33 contains 9145 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3042 members 
Mstep: Class 36 contains 7016 members 
Mstep: Class 37 contains 15160 members 
Mstep: Class 38 contains 46726 members 
Mstep: Class 39 contains 54547 members 
Mstep: Class 40 contains 76073 members 
Mstep: Class 41 contains 62170 members 
Mstep: Class 42 contains 88163 members 
Mstep: Class 43 contains 60569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793912.000000 Penalty: 96539.859375
Iteration 449Q: 44 clusters Score -1.277939e+08 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 74159 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 45399 members 
Mstep: Class 12 contains 48348 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 36757 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 49905 members 
Mstep: Class 18 contains 67274 members 
Mstep: Class 19 contains 15479 members 
Mstep: Class 20 contains 15300 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19815 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 7151 members 
Mstep: Class 26 contains 12025 members 
Mstep: Class 27 contains 21369 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7617 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71237 members 
Mstep: Class 33 contains 9166 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 6948 members 
Mstep: Class 37 contains 15155 members 
Mstep: Class 38 contains 47667 members 
Mstep: Class 39 contains 54385 members 
Mstep: Class 40 contains 75161 members 
Mstep: Class 41 contains 62137 members 
Mstep: Class 42 contains 88055 members 
Mstep: Class 43 contains 60932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794208.000000 Penalty: 96539.859375
Iteration 450Q: 44 clusters Score -1.277942e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 74210 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 45622 members 
Mstep: Class 12 contains 48304 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 37017 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 49849 members 
Mstep: Class 18 contains 67295 members 
Mstep: Class 19 contains 15478 members 
Mstep: Class 20 contains 15309 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19767 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 7191 members 
Mstep: Class 26 contains 12023 members 
Mstep: Class 27 contains 21015 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7622 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 71139 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3044 members 
Mstep: Class 36 contains 6881 members 
Mstep: Class 37 contains 15151 members 
Mstep: Class 38 contains 48625 members 
Mstep: Class 39 contains 54219 members 
Mstep: Class 40 contains 74164 members 
Mstep: Class 41 contains 62155 members 
Mstep: Class 42 contains 87944 members 
Mstep: Class 43 contains 61323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794448.000000 Penalty: 96539.859375
Iteration 451Q: 44 clusters Score -1.277944e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 74263 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12684 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 45925 members 
Mstep: Class 12 contains 48256 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 37256 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 49831 members 
Mstep: Class 18 contains 67308 members 
Mstep: Class 19 contains 15475 members 
Mstep: Class 20 contains 15315 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19748 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 12026 members 
Mstep: Class 27 contains 20711 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 71048 members 
Mstep: Class 33 contains 9197 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3045 members 
Mstep: Class 36 contains 6811 members 
Mstep: Class 37 contains 15145 members 
Mstep: Class 38 contains 49514 members 
Mstep: Class 39 contains 54054 members 
Mstep: Class 40 contains 73224 members 
Mstep: Class 41 contains 62089 members 
Mstep: Class 42 contains 87807 members 
Mstep: Class 43 contains 61687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794104.000000 Penalty: 96539.859375
Iteration 452Q: 44 clusters Score -1.277941e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 74280 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 46287 members 
Mstep: Class 12 contains 48214 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 37513 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 49800 members 
Mstep: Class 18 contains 67311 members 
Mstep: Class 19 contains 15466 members 
Mstep: Class 20 contains 15326 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19731 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 12036 members 
Mstep: Class 27 contains 20383 members 
Mstep: Class 28 contains 2613 members 
Mstep: Class 29 contains 7628 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70961 members 
Mstep: Class 33 contains 9217 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 6761 members 
Mstep: Class 37 contains 15133 members 
Mstep: Class 38 contains 50486 members 
Mstep: Class 39 contains 53865 members 
Mstep: Class 40 contains 72245 members 
Mstep: Class 41 contains 62000 members 
Mstep: Class 42 contains 87632 members 
Mstep: Class 43 contains 62086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794336.000000 Penalty: 96539.859375
Iteration 453Q: 44 clusters Score -1.277943e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 74320 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 46684 members 
Mstep: Class 12 contains 48167 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 37796 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 49765 members 
Mstep: Class 18 contains 67268 members 
Mstep: Class 19 contains 15458 members 
Mstep: Class 20 contains 15328 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19729 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 7255 members 
Mstep: Class 26 contains 12048 members 
Mstep: Class 27 contains 20021 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 7632 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70890 members 
Mstep: Class 33 contains 9241 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 6701 members 
Mstep: Class 37 contains 15117 members 
Mstep: Class 38 contains 51443 members 
Mstep: Class 39 contains 53675 members 
Mstep: Class 40 contains 71337 members 
Mstep: Class 41 contains 61905 members 
Mstep: Class 42 contains 87395 members 
Mstep: Class 43 contains 62460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794104.000000 Penalty: 96539.859375
Iteration 454Q: 44 clusters Score -1.277941e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 74365 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 48114 members 
Mstep: Class 13 contains 16694 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 38029 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 49801 members 
Mstep: Class 18 contains 67216 members 
Mstep: Class 19 contains 15449 members 
Mstep: Class 20 contains 15328 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19734 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 7288 members 
Mstep: Class 26 contains 12064 members 
Mstep: Class 27 contains 19639 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7638 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70825 members 
Mstep: Class 33 contains 9254 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6645 members 
Mstep: Class 37 contains 15109 members 
Mstep: Class 38 contains 52485 members 
Mstep: Class 39 contains 53503 members 
Mstep: Class 40 contains 70316 members 
Mstep: Class 41 contains 61784 members 
Mstep: Class 42 contains 87100 members 
Mstep: Class 43 contains 62861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794592.000000 Penalty: 96539.859375
Iteration 455Q: 44 clusters Score -1.277946e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 74421 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3568 members 
Mstep: Class 11 contains 47552 members 
Mstep: Class 12 contains 48072 members 
Mstep: Class 13 contains 16694 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 38238 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 49793 members 
Mstep: Class 18 contains 67218 members 
Mstep: Class 19 contains 15445 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19720 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 7300 members 
Mstep: Class 26 contains 12079 members 
Mstep: Class 27 contains 19270 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7640 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70768 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6594 members 
Mstep: Class 37 contains 15092 members 
Mstep: Class 38 contains 53571 members 
Mstep: Class 39 contains 53318 members 
Mstep: Class 40 contains 69150 members 
Mstep: Class 41 contains 61677 members 
Mstep: Class 42 contains 86827 members 
Mstep: Class 43 contains 63367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794528.000000 Penalty: 96539.859375
Iteration 456Q: 44 clusters Score -1.277945e+08 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 74452 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 12619 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 48027 members 
Mstep: Class 12 contains 48032 members 
Mstep: Class 13 contains 16701 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 38406 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 49799 members 
Mstep: Class 18 contains 67202 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 15333 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19716 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 7327 members 
Mstep: Class 26 contains 12092 members 
Mstep: Class 27 contains 18835 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7644 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70720 members 
Mstep: Class 33 contains 9299 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 15082 members 
Mstep: Class 38 contains 54618 members 
Mstep: Class 39 contains 53145 members 
Mstep: Class 40 contains 68314 members 
Mstep: Class 41 contains 61507 members 
Mstep: Class 42 contains 86503 members 
Mstep: Class 43 contains 63694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794712.000000 Penalty: 96539.859375
Iteration 457Q: 44 clusters Score -1.277947e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 74483 members 
Mstep: Class 7 contains 5672 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 48554 members 
Mstep: Class 12 contains 48021 members 
Mstep: Class 13 contains 16707 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 38583 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 49848 members 
Mstep: Class 18 contains 67166 members 
Mstep: Class 19 contains 15418 members 
Mstep: Class 20 contains 15336 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19721 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 7339 members 
Mstep: Class 26 contains 12096 members 
Mstep: Class 27 contains 18366 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7645 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70680 members 
Mstep: Class 33 contains 9335 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6542 members 
Mstep: Class 37 contains 15072 members 
Mstep: Class 38 contains 55466 members 
Mstep: Class 39 contains 52970 members 
Mstep: Class 40 contains 67780 members 
Mstep: Class 41 contains 61278 members 
Mstep: Class 42 contains 86158 members 
Mstep: Class 43 contains 63930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794752.000000 Penalty: 96539.859375
Iteration 458Q: 44 clusters Score -1.277948e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7945 members 
Mstep: Class 6 contains 74487 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 49122 members 
Mstep: Class 12 contains 47988 members 
Mstep: Class 13 contains 16713 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 38714 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 49895 members 
Mstep: Class 18 contains 67142 members 
Mstep: Class 19 contains 15413 members 
Mstep: Class 20 contains 15336 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19715 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 7348 members 
Mstep: Class 26 contains 12100 members 
Mstep: Class 27 contains 17931 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7645 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70655 members 
Mstep: Class 33 contains 9368 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6524 members 
Mstep: Class 37 contains 15054 members 
Mstep: Class 38 contains 56134 members 
Mstep: Class 39 contains 52778 members 
Mstep: Class 40 contains 67531 members 
Mstep: Class 41 contains 61104 members 
Mstep: Class 42 contains 85800 members 
Mstep: Class 43 contains 64035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794408.000000 Penalty: 96539.859375
Iteration 459Q: 44 clusters Score -1.277944e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 74483 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 12591 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3462 members 
Mstep: Class 11 contains 49682 members 
Mstep: Class 12 contains 47960 members 
Mstep: Class 13 contains 16714 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 38873 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 49927 members 
Mstep: Class 18 contains 67120 members 
Mstep: Class 19 contains 15407 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19721 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 7343 members 
Mstep: Class 26 contains 12096 members 
Mstep: Class 27 contains 17455 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 7647 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70615 members 
Mstep: Class 33 contains 9387 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 15043 members 
Mstep: Class 38 contains 56707 members 
Mstep: Class 39 contains 52560 members 
Mstep: Class 40 contains 67500 members 
Mstep: Class 41 contains 60925 members 
Mstep: Class 42 contains 85477 members 
Mstep: Class 43 contains 64072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795208.000000 Penalty: 96539.859375
Iteration 460F: 44 clusters Score -1.277952e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 74471 members 
Mstep: Class 7 contains 5656 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 50160 members 
Mstep: Class 12 contains 47952 members 
Mstep: Class 13 contains 16717 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 6438 members 
Mstep: Class 17 contains 49980 members 
Mstep: Class 18 contains 67148 members 
Mstep: Class 19 contains 15402 members 
Mstep: Class 20 contains 15342 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19729 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 7340 members 
Mstep: Class 26 contains 12110 members 
Mstep: Class 27 contains 16989 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70539 members 
Mstep: Class 33 contains 9415 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6505 members 
Mstep: Class 37 contains 15026 members 
Mstep: Class 38 contains 57976 members 
Mstep: Class 39 contains 52343 members 
Mstep: Class 40 contains 66769 members 
Mstep: Class 41 contains 60736 members 
Mstep: Class 42 contains 85218 members 
Mstep: Class 43 contains 64065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795296.000000 Penalty: 96539.859375
Iteration 461Q: 44 clusters Score -1.277953e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 74443 members 
Mstep: Class 7 contains 5655 members 
Mstep: Class 8 contains 12569 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 50588 members 
Mstep: Class 12 contains 47935 members 
Mstep: Class 13 contains 16715 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 39133 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 67150 members 
Mstep: Class 19 contains 15398 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19732 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 7319 members 
Mstep: Class 26 contains 12120 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 7655 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70476 members 
Mstep: Class 33 contains 9440 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 15014 members 
Mstep: Class 38 contains 59327 members 
Mstep: Class 39 contains 52162 members 
Mstep: Class 40 contains 65692 members 
Mstep: Class 41 contains 60546 members 
Mstep: Class 42 contains 85030 members 
Mstep: Class 43 contains 64287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795808.000000 Penalty: 96539.859375
Iteration 462Q: 44 clusters Score -1.277958e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 74396 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 50969 members 
Mstep: Class 12 contains 47920 members 
Mstep: Class 13 contains 16707 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 39257 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 50078 members 
Mstep: Class 18 contains 67157 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19740 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 7284 members 
Mstep: Class 26 contains 12125 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 7654 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70405 members 
Mstep: Class 33 contains 9456 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6503 members 
Mstep: Class 37 contains 15005 members 
Mstep: Class 38 contains 60848 members 
Mstep: Class 39 contains 51994 members 
Mstep: Class 40 contains 64170 members 
Mstep: Class 41 contains 60365 members 
Mstep: Class 42 contains 84946 members 
Mstep: Class 43 contains 64776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796152.000000 Penalty: 96539.859375
Iteration 463Q: 44 clusters Score -1.277962e+08 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 74342 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 51302 members 
Mstep: Class 12 contains 47946 members 
Mstep: Class 13 contains 16708 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 39368 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 50116 members 
Mstep: Class 18 contains 67169 members 
Mstep: Class 19 contains 15372 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19740 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 7242 members 
Mstep: Class 26 contains 12145 members 
Mstep: Class 27 contains 15639 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7659 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 70332 members 
Mstep: Class 33 contains 9464 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6517 members 
Mstep: Class 37 contains 14995 members 
Mstep: Class 38 contains 62467 members 
Mstep: Class 39 contains 51854 members 
Mstep: Class 40 contains 62376 members 
Mstep: Class 41 contains 60178 members 
Mstep: Class 42 contains 84893 members 
Mstep: Class 43 contains 65509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796424.000000 Penalty: 96539.859375
Iteration 464Q: 44 clusters Score -1.277964e+08 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 74307 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 12527 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 51563 members 
Mstep: Class 12 contains 47964 members 
Mstep: Class 13 contains 16713 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 39482 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 50122 members 
Mstep: Class 18 contains 67200 members 
Mstep: Class 19 contains 15361 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19745 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 7173 members 
Mstep: Class 26 contains 12153 members 
Mstep: Class 27 contains 15147 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7658 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70244 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6527 members 
Mstep: Class 37 contains 14986 members 
Mstep: Class 38 contains 64043 members 
Mstep: Class 39 contains 51744 members 
Mstep: Class 40 contains 60594 members 
Mstep: Class 41 contains 59925 members 
Mstep: Class 42 contains 84927 members 
Mstep: Class 43 contains 66297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796016.000000 Penalty: 96539.859375
Iteration 465Q: 44 clusters Score -1.27796e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 74258 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 8 contains 12513 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 51758 members 
Mstep: Class 12 contains 47962 members 
Mstep: Class 13 contains 16712 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 39614 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 50101 members 
Mstep: Class 18 contains 67193 members 
Mstep: Class 19 contains 15345 members 
Mstep: Class 20 contains 15322 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19747 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 7115 members 
Mstep: Class 26 contains 12167 members 
Mstep: Class 27 contains 14671 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7658 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70172 members 
Mstep: Class 33 contains 9518 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 6521 members 
Mstep: Class 37 contains 14974 members 
Mstep: Class 38 contains 65520 members 
Mstep: Class 39 contains 51670 members 
Mstep: Class 40 contains 58936 members 
Mstep: Class 41 contains 59701 members 
Mstep: Class 42 contains 84958 members 
Mstep: Class 43 contains 67116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796184.000000 Penalty: 96539.859375
Iteration 466Q: 44 clusters Score -1.277962e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 74201 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 12492 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 51912 members 
Mstep: Class 12 contains 47953 members 
Mstep: Class 13 contains 16715 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 39777 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 50002 members 
Mstep: Class 18 contains 67200 members 
Mstep: Class 19 contains 15325 members 
Mstep: Class 20 contains 15313 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19748 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 7047 members 
Mstep: Class 26 contains 12179 members 
Mstep: Class 27 contains 14274 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7657 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 70068 members 
Mstep: Class 33 contains 9557 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 14966 members 
Mstep: Class 38 contains 66628 members 
Mstep: Class 39 contains 51598 members 
Mstep: Class 40 contains 57518 members 
Mstep: Class 41 contains 59518 members 
Mstep: Class 42 contains 85060 members 
Mstep: Class 43 contains 67979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795976.000000 Penalty: 96539.859375
Iteration 467Q: 44 clusters Score -1.27796e+08 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 74155 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 12469 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 52033 members 
Mstep: Class 12 contains 47961 members 
Mstep: Class 13 contains 16707 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 39952 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 49847 members 
Mstep: Class 18 contains 67176 members 
Mstep: Class 19 contains 15307 members 
Mstep: Class 20 contains 15301 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19722 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 12189 members 
Mstep: Class 27 contains 14043 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69976 members 
Mstep: Class 33 contains 9615 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6506 members 
Mstep: Class 37 contains 14966 members 
Mstep: Class 38 contains 67395 members 
Mstep: Class 39 contains 51562 members 
Mstep: Class 40 contains 56333 members 
Mstep: Class 41 contains 59355 members 
Mstep: Class 42 contains 85187 members 
Mstep: Class 43 contains 68796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795672.000000 Penalty: 96539.859375
Iteration 468Q: 44 clusters Score -1.277957e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 74098 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 12446 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 47944 members 
Mstep: Class 13 contains 16705 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 40159 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 49639 members 
Mstep: Class 18 contains 67147 members 
Mstep: Class 19 contains 15292 members 
Mstep: Class 20 contains 15293 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19701 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 12214 members 
Mstep: Class 27 contains 13857 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7651 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69872 members 
Mstep: Class 33 contains 9677 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 14967 members 
Mstep: Class 38 contains 68125 members 
Mstep: Class 39 contains 51545 members 
Mstep: Class 40 contains 55233 members 
Mstep: Class 41 contains 59209 members 
Mstep: Class 42 contains 85316 members 
Mstep: Class 43 contains 69551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795352.000000 Penalty: 96539.859375
Iteration 469Q: 44 clusters Score -1.277954e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 74046 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 12426 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3424 members 
Mstep: Class 11 contains 52229 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 16706 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 40375 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 49473 members 
Mstep: Class 18 contains 67070 members 
Mstep: Class 19 contains 15280 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 6825 members 
Mstep: Class 26 contains 12233 members 
Mstep: Class 27 contains 13689 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7651 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69768 members 
Mstep: Class 33 contains 9720 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 14962 members 
Mstep: Class 38 contains 68880 members 
Mstep: Class 39 contains 51547 members 
Mstep: Class 40 contains 54217 members 
Mstep: Class 41 contains 59054 members 
Mstep: Class 42 contains 85435 members 
Mstep: Class 43 contains 70166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795000.000000 Penalty: 96539.859375
Iteration 470Q: 44 clusters Score -1.27795e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 6 contains 73992 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 12413 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 52306 members 
Mstep: Class 12 contains 47940 members 
Mstep: Class 13 contains 16699 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 40570 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 49268 members 
Mstep: Class 18 contains 67004 members 
Mstep: Class 19 contains 15270 members 
Mstep: Class 20 contains 15280 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 6761 members 
Mstep: Class 26 contains 12241 members 
Mstep: Class 27 contains 13453 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7651 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69658 members 
Mstep: Class 33 contains 9761 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6459 members 
Mstep: Class 37 contains 14962 members 
Mstep: Class 38 contains 69649 members 
Mstep: Class 39 contains 51580 members 
Mstep: Class 40 contains 53252 members 
Mstep: Class 41 contains 58889 members 
Mstep: Class 42 contains 85557 members 
Mstep: Class 43 contains 70829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794712.000000 Penalty: 96539.859375
Iteration 471Q: 44 clusters Score -1.277947e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 73940 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 12400 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 52347 members 
Mstep: Class 12 contains 47942 members 
Mstep: Class 13 contains 16695 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 40790 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 49048 members 
Mstep: Class 18 contains 66941 members 
Mstep: Class 19 contains 15266 members 
Mstep: Class 20 contains 15276 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19703 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 12248 members 
Mstep: Class 27 contains 13198 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 7644 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69532 members 
Mstep: Class 33 contains 9802 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 14962 members 
Mstep: Class 38 contains 70410 members 
Mstep: Class 39 contains 51632 members 
Mstep: Class 40 contains 52324 members 
Mstep: Class 41 contains 58723 members 
Mstep: Class 42 contains 85684 members 
Mstep: Class 43 contains 71490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794392.000000 Penalty: 96539.859375
Iteration 472Q: 44 clusters Score -1.277944e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 73891 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 12375 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3485 members 
Mstep: Class 11 contains 52343 members 
Mstep: Class 12 contains 47962 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 41038 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 48779 members 
Mstep: Class 18 contains 66835 members 
Mstep: Class 19 contains 15255 members 
Mstep: Class 20 contains 15279 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19701 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 6639 members 
Mstep: Class 26 contains 12261 members 
Mstep: Class 27 contains 12947 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7639 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69412 members 
Mstep: Class 33 contains 9820 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6419 members 
Mstep: Class 37 contains 14972 members 
Mstep: Class 38 contains 71063 members 
Mstep: Class 39 contains 51678 members 
Mstep: Class 40 contains 51394 members 
Mstep: Class 41 contains 58608 members 
Mstep: Class 42 contains 85830 members 
Mstep: Class 43 contains 72264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794176.000000 Penalty: 96539.859375
Iteration 473Q: 44 clusters Score -1.277942e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 73845 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 12353 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 52311 members 
Mstep: Class 12 contains 48005 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 41235 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 48532 members 
Mstep: Class 18 contains 66756 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19697 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 6592 members 
Mstep: Class 26 contains 12280 members 
Mstep: Class 27 contains 12750 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7637 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69287 members 
Mstep: Class 33 contains 9832 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 14974 members 
Mstep: Class 38 contains 71520 members 
Mstep: Class 39 contains 51734 members 
Mstep: Class 40 contains 50637 members 
Mstep: Class 41 contains 58429 members 
Mstep: Class 42 contains 85999 members 
Mstep: Class 43 contains 73042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794000.000000 Penalty: 96539.859375
Iteration 474Q: 44 clusters Score -1.27794e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7953 members 
Mstep: Class 6 contains 73791 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 12330 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 52273 members 
Mstep: Class 12 contains 48020 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 41474 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 48243 members 
Mstep: Class 18 contains 66663 members 
Mstep: Class 19 contains 15254 members 
Mstep: Class 20 contains 15288 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19716 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 12284 members 
Mstep: Class 27 contains 12601 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7637 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 69171 members 
Mstep: Class 33 contains 9849 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6383 members 
Mstep: Class 37 contains 14975 members 
Mstep: Class 38 contains 71835 members 
Mstep: Class 39 contains 51817 members 
Mstep: Class 40 contains 50017 members 
Mstep: Class 41 contains 58258 members 
Mstep: Class 42 contains 86151 members 
Mstep: Class 43 contains 73828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793352.000000 Penalty: 96539.859375
Iteration 475Q: 44 clusters Score -1.277934e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 73763 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 12309 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 52196 members 
Mstep: Class 12 contains 48026 members 
Mstep: Class 13 contains 16677 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 41719 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 47956 members 
Mstep: Class 18 contains 66580 members 
Mstep: Class 19 contains 15260 members 
Mstep: Class 20 contains 15286 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19745 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 6498 members 
Mstep: Class 26 contains 12284 members 
Mstep: Class 27 contains 12493 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7639 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 69076 members 
Mstep: Class 33 contains 9875 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6363 members 
Mstep: Class 37 contains 14973 members 
Mstep: Class 38 contains 72041 members 
Mstep: Class 39 contains 51938 members 
Mstep: Class 40 contains 49442 members 
Mstep: Class 41 contains 58132 members 
Mstep: Class 42 contains 86254 members 
Mstep: Class 43 contains 74553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792856.000000 Penalty: 96539.859375
Iteration 476Q: 44 clusters Score -1.277929e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 73729 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 12293 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 52126 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 16678 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 41950 members 
Mstep: Class 16 contains 6511 members 
Mstep: Class 17 contains 47693 members 
Mstep: Class 18 contains 66494 members 
Mstep: Class 19 contains 15262 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19761 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6446 members 
Mstep: Class 26 contains 12290 members 
Mstep: Class 27 contains 12411 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7637 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68971 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 6335 members 
Mstep: Class 37 contains 14970 members 
Mstep: Class 38 contains 72140 members 
Mstep: Class 39 contains 52056 members 
Mstep: Class 40 contains 48895 members 
Mstep: Class 41 contains 58098 members 
Mstep: Class 42 contains 86340 members 
Mstep: Class 43 contains 75284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792928.000000 Penalty: 96539.859375
Iteration 477Q: 44 clusters Score -1.277929e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 73675 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 12276 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 52084 members 
Mstep: Class 12 contains 48018 members 
Mstep: Class 13 contains 16684 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 42177 members 
Mstep: Class 16 contains 6512 members 
Mstep: Class 17 contains 47419 members 
Mstep: Class 18 contains 66366 members 
Mstep: Class 19 contains 15266 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19779 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6397 members 
Mstep: Class 26 contains 12293 members 
Mstep: Class 27 contains 12333 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68880 members 
Mstep: Class 33 contains 9920 members 
Mstep: Class 34 contains 1865 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 6297 members 
Mstep: Class 37 contains 14969 members 
Mstep: Class 38 contains 72133 members 
Mstep: Class 39 contains 52181 members 
Mstep: Class 40 contains 48403 members 
Mstep: Class 41 contains 58053 members 
Mstep: Class 42 contains 86431 members 
Mstep: Class 43 contains 76092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792632.000000 Penalty: 96539.859375
Iteration 478Q: 44 clusters Score -1.277926e+08 nChanged 2888
Entering ConstructFrom: 
Score: -127792632.000000 Penalty: 96539.859375
Entering ConstructFrom: 
Trying to split cluster 1 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -590527.687500 Penalty: 1381.059082
	Iteration 0F: 2 clusters Score -590527.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -586689.500000 Penalty: 2762.118164
	Iteration 0F: 3 clusters Score -586689.5 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -587966.937500 Penalty: 2762.118164
	Iteration 1F: 3 clusters Score -587966.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -588228.875000 Penalty: 2762.118164
	Iteration 2F: 3 clusters Score -588228.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -588392.812500 Penalty: 2762.118164
	Iteration 3F: 3 clusters Score -588392.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -588491.437500 Penalty: 2762.118164
	Iteration 4Q: 3 clusters Score -588491.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -588557.687500 Penalty: 2762.118164
	Iteration 5Q: 3 clusters Score -588557.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -588609.062500 Penalty: 2762.118164
	Iteration 6Q: 3 clusters Score -588609.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -588655.125000 Penalty: 2762.118164
	Iteration 7Q: 3 clusters Score -588655.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -588698.187500 Penalty: 2762.118164
	Iteration 8Q: 3 clusters Score -588698.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -588732.125000 Penalty: 2762.118164
	Iteration 9Q: 3 clusters Score -588732.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -588763.375000 Penalty: 2762.118164
	Iteration 10Q: 3 clusters Score -588763.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -588796.875000 Penalty: 2762.118164
	Iteration 11Q: 3 clusters Score -588796.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -588825.812500 Penalty: 2762.118164
	Iteration 12Q: 3 clusters Score -588825.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -588851.562500 Penalty: 2762.118164
	Iteration 13Q: 3 clusters Score -588851.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -588877.375000 Penalty: 2762.118164
	Iteration 14Q: 3 clusters Score -588877.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -588905.750000 Penalty: 2762.118164
	Iteration 15Q: 3 clusters Score -588905.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -588932.375000 Penalty: 2762.118164
	Iteration 16Q: 3 clusters Score -588932.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -588960.062500 Penalty: 2762.118164
	Iteration 17Q: 3 clusters Score -588960.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -588983.187500 Penalty: 2762.118164
	Iteration 18Q: 3 clusters Score -588983.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -589008.750000 Penalty: 2762.118164
	Iteration 19Q: 3 clusters Score -589008.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -589037.000000 Penalty: 2762.118164
	Iteration 20F: 3 clusters Score -589037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -589060.000000 Penalty: 2762.118164
	Iteration 21Q: 3 clusters Score -589060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -589082.187500 Penalty: 2762.118164
	Iteration 22Q: 3 clusters Score -589082.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -589099.750000 Penalty: 2762.118164
	Iteration 23Q: 3 clusters Score -589099.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -589116.562500 Penalty: 2762.118164
	Iteration 24Q: 3 clusters Score -589116.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -589133.375000 Penalty: 2762.118164
	Iteration 25Q: 3 clusters Score -589133.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -589146.312500 Penalty: 2762.118164
	Iteration 26Q: 3 clusters Score -589146.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -589161.937500 Penalty: 2762.118164
	Iteration 27Q: 3 clusters Score -589161.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -589175.750000 Penalty: 2762.118164
	Iteration 28Q: 3 clusters Score -589175.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -589184.125000 Penalty: 2762.118164
	Iteration 29Q: 3 clusters Score -589184.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -589194.187500 Penalty: 2762.118164
	Iteration 30Q: 3 clusters Score -589194.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -589204.750000 Penalty: 2762.118164
	Iteration 31Q: 3 clusters Score -589204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -589213.250000 Penalty: 2762.118164
	Iteration 32Q: 3 clusters Score -589213.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -589225.000000 Penalty: 2762.118164
	Iteration 33Q: 3 clusters Score -589225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -589235.437500 Penalty: 2762.118164
	Iteration 34Q: 3 clusters Score -589235.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -589248.375000 Penalty: 2762.118164
	Iteration 35Q: 3 clusters Score -589248.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -589258.312500 Penalty: 2762.118164
	Iteration 36Q: 3 clusters Score -589258.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -589276.312500 Penalty: 2762.118164
	Iteration 37Q: 3 clusters Score -589276.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -589286.562500 Penalty: 2762.118164
	Iteration 38Q: 3 clusters Score -589286.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -589302.562500 Penalty: 2762.118164
	Iteration 39Q: 3 clusters Score -589302.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -589320.437500 Penalty: 2762.118164
	Iteration 40F: 3 clusters Score -589320.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -589336.187500 Penalty: 2762.118164
	Iteration 41Q: 3 clusters Score -589336.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -589348.375000 Penalty: 2762.118164
	Iteration 42Q: 3 clusters Score -589348.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -589359.062500 Penalty: 2762.118164
	Iteration 43Q: 3 clusters Score -589359.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -589366.812500 Penalty: 2762.118164
	Iteration 44Q: 3 clusters Score -589366.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -589378.875000 Penalty: 2762.118164
	Iteration 45Q: 3 clusters Score -589378.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -589388.750000 Penalty: 2762.118164
	Iteration 46Q: 3 clusters Score -589388.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -589406.750000 Penalty: 2762.118164
	Iteration 47Q: 3 clusters Score -589406.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -589431.937500 Penalty: 2762.118164
	Iteration 48Q: 3 clusters Score -589431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -589446.000000 Penalty: 2762.118164
	Iteration 49Q: 3 clusters Score -589446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -589456.500000 Penalty: 2762.118164
	Iteration 50Q: 3 clusters Score -589456.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -589465.000000 Penalty: 2762.118164
	Iteration 51Q: 3 clusters Score -589465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -589469.937500 Penalty: 2762.118164
	Iteration 52Q: 3 clusters Score -589469.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -589474.375000 Penalty: 2762.118164
	Iteration 53Q: 3 clusters Score -589474.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -589477.750000 Penalty: 2762.118164
	Iteration 54Q: 3 clusters Score -589477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -589484.062500 Penalty: 2762.118164
	Iteration 55Q: 3 clusters Score -589484.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -589490.062500 Penalty: 2762.118164
	Iteration 56Q: 3 clusters Score -589490.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -589497.375000 Penalty: 2762.118164
	Iteration 57Q: 3 clusters Score -589497.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -589508.125000 Penalty: 2762.118164
	Iteration 58Q: 3 clusters Score -589508.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -589513.812500 Penalty: 2762.118164
	Iteration 59Q: 3 clusters Score -589513.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -589521.125000 Penalty: 2762.118164
	Iteration 60F: 3 clusters Score -589521.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -589523.375000 Penalty: 2762.118164
	Iteration 61Q: 3 clusters Score -589523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -589526.125000 Penalty: 2762.118164
	Iteration 62Q: 3 clusters Score -589526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -589528.062500 Penalty: 2762.118164
	Iteration 63Q: 3 clusters Score -589528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -589528.625000 Penalty: 2762.118164
	Iteration 64Q: 3 clusters Score -589528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -589530.000000 Penalty: 2762.118164
	Iteration 65Q: 3 clusters Score -589530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -589529.062500 Penalty: 2762.118164
	Iteration 66Q: 3 clusters Score -589529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -589529.500000 Penalty: 2762.118164
	Iteration 67Q: 3 clusters Score -589529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589530.500000 Penalty: 2762.118164
	Iteration 68Q: 3 clusters Score -589530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589530.562500 Penalty: 2762.118164
	Iteration 69Q: 3 clusters Score -589530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -589531.937500 Penalty: 2762.118164
	Iteration 70Q: 3 clusters Score -589531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -589533.000000 Penalty: 2762.118164
	Iteration 71Q: 3 clusters Score -589533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -589532.250000 Penalty: 2762.118164
	Iteration 72Q: 3 clusters Score -589532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -589531.812500 Penalty: 2762.118164
	Iteration 73Q: 3 clusters Score -589531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -589532.687500 Penalty: 2762.118164
	Iteration 74Q: 3 clusters Score -589532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -589532.875000 Penalty: 2762.118164
	Iteration 75Q: 3 clusters Score -589532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -589533.312500 Penalty: 2762.118164
	Iteration 76Q: 3 clusters Score -589533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -589533.375000 Penalty: 2762.118164
	Iteration 77Q: 3 clusters Score -589533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -589532.812500 Penalty: 2762.118164
	Iteration 78Q: 3 clusters Score -589532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -589533.687500 Penalty: 2762.118164
	Iteration 79Q: 3 clusters Score -589533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -589532.250000 Penalty: 2762.118164
	Iteration 80F: 3 clusters Score -589532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -19981.953125 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -19981.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19340.343750 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -19340.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19559.716797 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -19559.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19620.289062 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -19620.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19676.599609 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -19676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19691.208984 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -19691.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19692.041016 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -19692.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19692.041016 Penalty: 1768.785767
	Iteration 6F: 3 clusters Score -19692.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -192429.171875 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -192429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -190580.812500 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -190580.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -191038.812500 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -191038.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -191221.984375 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -191222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191381.109375 Penalty: 2417.665771
	Iteration 3F: 3 clusters Score -191381.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -191484.203125 Penalty: 2417.665771
	Iteration 4F: 3 clusters Score -191484.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -191562.109375 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -191562.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -191638.453125 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -191638.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -191729.046875 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -191729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -191817.265625 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -191817.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -191875.390625 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -191875.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -191915.546875 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -191915.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -191947.265625 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -191947.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -191963.453125 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -191963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -191978.578125 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -191978.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -191987.843750 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -191987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -191993.359375 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -191993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -192001.031250 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -192001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -192009.046875 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -192009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -192017.531250 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -192017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -192025.375000 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -192025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -192031.812500 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -192031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -192036.734375 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -192036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192048.093750 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -192048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -192056.531250 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -192056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -192061.703125 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -192061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -192063.640625 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -192063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -192064.453125 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -192064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -192065.093750 Penalty: 2417.665771
	Iteration 27Q: 3 clusters Score -192065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192065.093750 Penalty: 2417.665771
	Iteration 28Q: 3 clusters Score -192065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192065.859375 Penalty: 2417.665771
	Iteration 29Q: 3 clusters Score -192065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192065.859375 Penalty: 2417.665771
	Iteration 30F: 3 clusters Score -192065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36943.062500 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36943.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36099.070312 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -36099.07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36523.039062 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -36523.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36757.796875 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -36757.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36907.425781 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -36907.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -36987.433594 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -36987.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -37027.457031 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -37027.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -37046.070312 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -37046.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -37056.414062 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -37056.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -37056.414062 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -37056.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 73651 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 12264 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 52050 members 
Mstep: Class 12 contains 48031 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 5640 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 47099 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19795 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6350 members 
Mstep: Class 26 contains 12294 members 
Mstep: Class 27 contains 12258 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7631 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68795 members 
Mstep: Class 33 contains 9943 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 6248 members 
Mstep: Class 37 contains 14965 members 
Mstep: Class 38 contains 72077 members 
Mstep: Class 39 contains 52318 members 
Mstep: Class 40 contains 47983 members 
Mstep: Class 41 contains 58073 members 
Mstep: Class 42 contains 86493 members 
Mstep: Class 43 contains 76851 members 
Mstep: Class 44 contains 70 members 
Entering Unmasked Estep 
Score: -127790896.000000 Penalty: 98784.976562
Splitting cluster 4 changes total score from -127792632.000000 to -127790896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -1026196.750000 Penalty: 1459.666138
	Iteration 0F: 2 clusters Score -1026197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1020349.125000 Penalty: 2919.332275
	Iteration 0F: 3 clusters Score -1020349 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1022132.500000 Penalty: 2919.332275
	Iteration 1F: 3 clusters Score -1022132 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1022312.437500 Penalty: 2919.332275
	Iteration 2F: 3 clusters Score -1022312 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1022460.437500 Penalty: 2919.332275
	Iteration 3Q: 3 clusters Score -1022460 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1022582.562500 Penalty: 2919.332275
	Iteration 4Q: 3 clusters Score -1022583 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1022677.000000 Penalty: 2919.332275
	Iteration 5Q: 3 clusters Score -1022677 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1022754.687500 Penalty: 2919.332275
	Iteration 6Q: 3 clusters Score -1022755 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1022821.812500 Penalty: 2919.332275
	Iteration 7Q: 3 clusters Score -1022822 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1022887.312500 Penalty: 2919.332275
	Iteration 8Q: 3 clusters Score -1022887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1022962.187500 Penalty: 2919.332275
	Iteration 9Q: 3 clusters Score -1022962 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1023047.125000 Penalty: 2919.332275
	Iteration 10Q: 3 clusters Score -1023047 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1023116.250000 Penalty: 2919.332275
	Iteration 11Q: 3 clusters Score -1023116 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1023181.562500 Penalty: 2919.332275
	Iteration 12Q: 3 clusters Score -1023182 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1023242.062500 Penalty: 2919.332275
	Iteration 13Q: 3 clusters Score -1023242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1023298.062500 Penalty: 2919.332275
	Iteration 14Q: 3 clusters Score -1023298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1023352.937500 Penalty: 2919.332275
	Iteration 15Q: 3 clusters Score -1023353 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1023405.000000 Penalty: 2919.332275
	Iteration 16Q: 3 clusters Score -1023405 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1023453.000000 Penalty: 2919.332275
	Iteration 17Q: 3 clusters Score -1023453 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1023497.125000 Penalty: 2919.332275
	Iteration 18Q: 3 clusters Score -1023497 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1023529.125000 Penalty: 2919.332275
	Iteration 19Q: 3 clusters Score -1023529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1023557.500000 Penalty: 2919.332275
	Iteration 20F: 3 clusters Score -1023558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1023588.750000 Penalty: 2919.332275
	Iteration 21Q: 3 clusters Score -1023589 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1023614.312500 Penalty: 2919.332275
	Iteration 22Q: 3 clusters Score -1023614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1023648.875000 Penalty: 2919.332275
	Iteration 23Q: 3 clusters Score -1023649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1023682.750000 Penalty: 2919.332275
	Iteration 24Q: 3 clusters Score -1023683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1023727.250000 Penalty: 2919.332275
	Iteration 25Q: 3 clusters Score -1023727 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1023784.562500 Penalty: 2919.332275
	Iteration 26Q: 3 clusters Score -1023785 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1023836.187500 Penalty: 2919.332275
	Iteration 27Q: 3 clusters Score -1023836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1023886.125000 Penalty: 2919.332275
	Iteration 28Q: 3 clusters Score -1023886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1023931.750000 Penalty: 2919.332275
	Iteration 29Q: 3 clusters Score -1023932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1023972.125000 Penalty: 2919.332275
	Iteration 30Q: 3 clusters Score -1023972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1024011.562500 Penalty: 2919.332275
	Iteration 31Q: 3 clusters Score -1024012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1024046.187500 Penalty: 2919.332275
	Iteration 32Q: 3 clusters Score -1024046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1024066.937500 Penalty: 2919.332275
	Iteration 33Q: 3 clusters Score -1024067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1024086.312500 Penalty: 2919.332275
	Iteration 34Q: 3 clusters Score -1024086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1024105.562500 Penalty: 2919.332275
	Iteration 35Q: 3 clusters Score -1024106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1024120.812500 Penalty: 2919.332275
	Iteration 36Q: 3 clusters Score -1024121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1024130.875000 Penalty: 2919.332275
	Iteration 37Q: 3 clusters Score -1024131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1024140.375000 Penalty: 2919.332275
	Iteration 38Q: 3 clusters Score -1024140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1024157.000000 Penalty: 2919.332275
	Iteration 39Q: 3 clusters Score -1024157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1024166.312500 Penalty: 2919.332275
	Iteration 40F: 3 clusters Score -1024166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1024175.000000 Penalty: 2919.332275
	Iteration 41Q: 3 clusters Score -1024175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1024183.500000 Penalty: 2919.332275
	Iteration 42Q: 3 clusters Score -1024184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1024190.062500 Penalty: 2919.332275
	Iteration 43Q: 3 clusters Score -1024190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1024195.312500 Penalty: 2919.332275
	Iteration 44Q: 3 clusters Score -1024195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1024201.625000 Penalty: 2919.332275
	Iteration 45Q: 3 clusters Score -1024202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1024204.250000 Penalty: 2919.332275
	Iteration 46Q: 3 clusters Score -1024204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1024206.250000 Penalty: 2919.332275
	Iteration 47Q: 3 clusters Score -1024206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1024205.687500 Penalty: 2919.332275
	Iteration 48Q: 3 clusters Score -1024206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1024208.687500 Penalty: 2919.332275
	Iteration 49Q: 3 clusters Score -1024209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1024211.812500 Penalty: 2919.332275
	Iteration 50Q: 3 clusters Score -1024212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1024213.875000 Penalty: 2919.332275
	Iteration 51Q: 3 clusters Score -1024214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1024214.937500 Penalty: 2919.332275
	Iteration 52Q: 3 clusters Score -1024215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1024216.875000 Penalty: 2919.332275
	Iteration 53Q: 3 clusters Score -1024217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1024217.750000 Penalty: 2919.332275
	Iteration 54Q: 3 clusters Score -1024218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1024219.562500 Penalty: 2919.332275
	Iteration 55Q: 3 clusters Score -1024220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1024222.437500 Penalty: 2919.332275
	Iteration 56Q: 3 clusters Score -1024222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1024225.437500 Penalty: 2919.332275
	Iteration 57Q: 3 clusters Score -1024225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1024226.750000 Penalty: 2919.332275
	Iteration 58Q: 3 clusters Score -1024227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1024227.312500 Penalty: 2919.332275
	Iteration 59Q: 3 clusters Score -1024227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1024228.687500 Penalty: 2919.332275
	Iteration 60F: 3 clusters Score -1024229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1024227.312500 Penalty: 2919.332275
	Iteration 61Q: 3 clusters Score -1024227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1024229.125000 Penalty: 2919.332275
	Iteration 62Q: 3 clusters Score -1024229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1024228.625000 Penalty: 2919.332275
	Iteration 63Q: 3 clusters Score -1024229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1024232.500000 Penalty: 2919.332275
	Iteration 64Q: 3 clusters Score -1024232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1024231.062500 Penalty: 2919.332275
	Iteration 65Q: 3 clusters Score -1024231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1024231.812500 Penalty: 2919.332275
	Iteration 66Q: 3 clusters Score -1024232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1024230.187500 Penalty: 2919.332275
	Iteration 67Q: 3 clusters Score -1024230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1024232.937500 Penalty: 2919.332275
	Iteration 68Q: 3 clusters Score -1024233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1024232.875000 Penalty: 2919.332275
	Iteration 69Q: 3 clusters Score -1024233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1024233.562500 Penalty: 2919.332275
	Iteration 70Q: 3 clusters Score -1024234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1024235.875000 Penalty: 2919.332275
	Iteration 71Q: 3 clusters Score -1024236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1024232.937500 Penalty: 2919.332275
	Iteration 72Q: 3 clusters Score -1024233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1024234.250000 Penalty: 2919.332275
	Iteration 73Q: 3 clusters Score -1024234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1024233.500000 Penalty: 2919.332275
	Iteration 74Q: 3 clusters Score -1024234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1024235.125000 Penalty: 2919.332275
	Iteration 75Q: 3 clusters Score -1024235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1024237.562500 Penalty: 2919.332275
	Iteration 76Q: 3 clusters Score -1024238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1024238.812500 Penalty: 2919.332275
	Iteration 77Q: 3 clusters Score -1024239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1024239.812500 Penalty: 2919.332275
	Iteration 78Q: 3 clusters Score -1024240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1024241.000000 Penalty: 2919.332275
	Iteration 79Q: 3 clusters Score -1024241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1024241.000000 Penalty: 2919.332275
	Iteration 80F: 3 clusters Score -1024241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Entering Unmasked Estep 
Score: -9395237.000000 Penalty: 1821.152710
	Iteration 0F: 2 clusters Score -9395237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -9346187.000000 Penalty: 3642.305420
	Iteration 0F: 3 clusters Score -9346187 nChanged 34995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -9366607.000000 Penalty: 3642.305420
	Iteration 1F: 3 clusters Score -9366607 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -9367552.000000 Penalty: 3642.305420
	Iteration 2Q: 3 clusters Score -9367552 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -9368897.000000 Penalty: 3642.305420
	Iteration 3Q: 3 clusters Score -9368897 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -9370754.000000 Penalty: 3642.305420
	Iteration 4F: 3 clusters Score -9370754 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -9373421.000000 Penalty: 3642.305420
	Iteration 5F: 3 clusters Score -9373421 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -9376981.000000 Penalty: 3642.305420
	Iteration 6F: 3 clusters Score -9376981 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -9381058.000000 Penalty: 3642.305420
	Iteration 7F: 3 clusters Score -9381058 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -9384840.000000 Penalty: 3642.305420
	Iteration 8F: 3 clusters Score -9384840 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -9387673.000000 Penalty: 3642.305420
	Iteration 9Q: 3 clusters Score -9387673 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -9389383.000000 Penalty: 3642.305420
	Iteration 10Q: 3 clusters Score -9389383 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -9390377.000000 Penalty: 3642.305420
	Iteration 11Q: 3 clusters Score -9390377 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -9390961.000000 Penalty: 3642.305420
	Iteration 12Q: 3 clusters Score -9390961 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -9391487.000000 Penalty: 3642.305420
	Iteration 13Q: 3 clusters Score -9391487 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -9391942.000000 Penalty: 3642.305420
	Iteration 14Q: 3 clusters Score -9391942 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -9392293.000000 Penalty: 3642.305420
	Iteration 15Q: 3 clusters Score -9392293 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -9392591.000000 Penalty: 3642.305420
	Iteration 16Q: 3 clusters Score -9392591 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -9392809.000000 Penalty: 3642.305420
	Iteration 17Q: 3 clusters Score -9392809 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -9393006.000000 Penalty: 3642.305420
	Iteration 18Q: 3 clusters Score -9393006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -9393170.000000 Penalty: 3642.305420
	Iteration 19Q: 3 clusters Score -9393170 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -9393286.000000 Penalty: 3642.305420
	Iteration 20F: 3 clusters Score -9393286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -9393446.000000 Penalty: 3642.305420
	Iteration 21Q: 3 clusters Score -9393446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -9393533.000000 Penalty: 3642.305420
	Iteration 22Q: 3 clusters Score -9393533 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -9393605.000000 Penalty: 3642.305420
	Iteration 23Q: 3 clusters Score -9393605 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -9393655.000000 Penalty: 3642.305420
	Iteration 24Q: 3 clusters Score -9393655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -9393674.000000 Penalty: 3642.305420
	Iteration 25Q: 3 clusters Score -9393674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -9393725.000000 Penalty: 3642.305420
	Iteration 26Q: 3 clusters Score -9393725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -9393750.000000 Penalty: 3642.305420
	Iteration 27Q: 3 clusters Score -9393750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -9393766.000000 Penalty: 3642.305420
	Iteration 28Q: 3 clusters Score -9393766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -9393785.000000 Penalty: 3642.305420
	Iteration 29Q: 3 clusters Score -9393785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -9393804.000000 Penalty: 3642.305420
	Iteration 30Q: 3 clusters Score -9393804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -9393819.000000 Penalty: 3642.305420
	Iteration 31Q: 3 clusters Score -9393819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -9393825.000000 Penalty: 3642.305420
	Iteration 32Q: 3 clusters Score -9393825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -9393821.000000 Penalty: 3642.305420
	Iteration 33Q: 3 clusters Score -9393821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -9393830.000000 Penalty: 3642.305420
	Iteration 34Q: 3 clusters Score -9393830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -9393836.000000 Penalty: 3642.305420
	Iteration 35Q: 3 clusters Score -9393836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9393838.000000 Penalty: 3642.305420
	Iteration 36Q: 3 clusters Score -9393838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -9393839.000000 Penalty: 3642.305420
	Iteration 37Q: 3 clusters Score -9393839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -9393832.000000 Penalty: 3642.305420
	Iteration 38Q: 3 clusters Score -9393832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -9393828.000000 Penalty: 3642.305420
	Iteration 39Q: 3 clusters Score -9393828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -9393830.000000 Penalty: 3642.305420
	Iteration 40F: 3 clusters Score -9393830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -9393831.000000 Penalty: 3642.305420
	Iteration 41Q: 3 clusters Score -9393831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -9393831.000000 Penalty: 3642.305420
	Iteration 42F: 3 clusters Score -9393831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -713182.437500 Penalty: 1403.558716
	Iteration 0F: 2 clusters Score -713182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -708830.437500 Penalty: 2807.117432
	Iteration 0F: 3 clusters Score -708830.4 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -710133.375000 Penalty: 2807.117432
	Iteration 1F: 3 clusters Score -710133.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -710360.750000 Penalty: 2807.117432
	Iteration 2F: 3 clusters Score -710360.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -710535.687500 Penalty: 2807.117432
	Iteration 3F: 3 clusters Score -710535.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -710701.687500 Penalty: 2807.117432
	Iteration 4Q: 3 clusters Score -710701.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -710849.062500 Penalty: 2807.117432
	Iteration 5Q: 3 clusters Score -710849.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -710961.375000 Penalty: 2807.117432
	Iteration 6Q: 3 clusters Score -710961.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -711047.750000 Penalty: 2807.117432
	Iteration 7Q: 3 clusters Score -711047.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -711145.500000 Penalty: 2807.117432
	Iteration 8Q: 3 clusters Score -711145.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -711246.750000 Penalty: 2807.117432
	Iteration 9Q: 3 clusters Score -711246.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -711353.625000 Penalty: 2807.117432
	Iteration 10Q: 3 clusters Score -711353.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -711454.375000 Penalty: 2807.117432
	Iteration 11Q: 3 clusters Score -711454.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -711543.875000 Penalty: 2807.117432
	Iteration 12Q: 3 clusters Score -711543.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -711615.937500 Penalty: 2807.117432
	Iteration 13Q: 3 clusters Score -711615.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -711676.812500 Penalty: 2807.117432
	Iteration 14Q: 3 clusters Score -711676.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -711739.875000 Penalty: 2807.117432
	Iteration 15Q: 3 clusters Score -711739.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -711793.750000 Penalty: 2807.117432
	Iteration 16Q: 3 clusters Score -711793.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -711841.750000 Penalty: 2807.117432
	Iteration 17Q: 3 clusters Score -711841.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -711875.625000 Penalty: 2807.117432
	Iteration 18Q: 3 clusters Score -711875.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -711902.875000 Penalty: 2807.117432
	Iteration 19Q: 3 clusters Score -711902.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -711933.687500 Penalty: 2807.117432
	Iteration 20F: 3 clusters Score -711933.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -711956.312500 Penalty: 2807.117432
	Iteration 21Q: 3 clusters Score -711956.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -711972.062500 Penalty: 2807.117432
	Iteration 22Q: 3 clusters Score -711972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -711983.687500 Penalty: 2807.117432
	Iteration 23Q: 3 clusters Score -711983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -711992.500000 Penalty: 2807.117432
	Iteration 24Q: 3 clusters Score -711992.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -711997.937500 Penalty: 2807.117432
	Iteration 25Q: 3 clusters Score -711997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -712000.187500 Penalty: 2807.117432
	Iteration 26Q: 3 clusters Score -712000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -712005.187500 Penalty: 2807.117432
	Iteration 27Q: 3 clusters Score -712005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -712008.125000 Penalty: 2807.117432
	Iteration 28Q: 3 clusters Score -712008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -712010.437500 Penalty: 2807.117432
	Iteration 29Q: 3 clusters Score -712010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -712011.562500 Penalty: 2807.117432
	Iteration 30Q: 3 clusters Score -712011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -712013.187500 Penalty: 2807.117432
	Iteration 31Q: 3 clusters Score -712013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -712013.625000 Penalty: 2807.117432
	Iteration 32Q: 3 clusters Score -712013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -712014.812500 Penalty: 2807.117432
	Iteration 33Q: 3 clusters Score -712014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -712016.062500 Penalty: 2807.117432
	Iteration 34Q: 3 clusters Score -712016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -712016.062500 Penalty: 2807.117432
	Iteration 35F: 3 clusters Score -712016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Entering Unmasked Estep 
Score: -1448973.500000 Penalty: 1529.843750
	Iteration 0F: 2 clusters Score -1448974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1440408.500000 Penalty: 3059.687500
	Iteration 0F: 3 clusters Score -1440408 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1443301.125000 Penalty: 3059.687500
	Iteration 1F: 3 clusters Score -1443301 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1443688.500000 Penalty: 3059.687500
	Iteration 2F: 3 clusters Score -1443688 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1444074.000000 Penalty: 3059.687500
	Iteration 3F: 3 clusters Score -1444074 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1444434.000000 Penalty: 3059.687500
	Iteration 4F: 3 clusters Score -1444434 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1444783.625000 Penalty: 3059.687500
	Iteration 5F: 3 clusters Score -1444784 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1445197.250000 Penalty: 3059.687500
	Iteration 6F: 3 clusters Score -1445197 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1445618.875000 Penalty: 3059.687500
	Iteration 7F: 3 clusters Score -1445619 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1446040.625000 Penalty: 3059.687500
	Iteration 8F: 3 clusters Score -1446041 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1446497.875000 Penalty: 3059.687500
	Iteration 9F: 3 clusters Score -1446498 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1446991.500000 Penalty: 3059.687500
	Iteration 10F: 3 clusters Score -1446992 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1447463.250000 Penalty: 3059.687500
	Iteration 11Q: 3 clusters Score -1447463 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1447810.000000 Penalty: 3059.687500
	Iteration 12Q: 3 clusters Score -1447810 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1448050.250000 Penalty: 3059.687500
	Iteration 13Q: 3 clusters Score -1448050 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1448173.875000 Penalty: 3059.687500
	Iteration 14Q: 3 clusters Score -1448174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1448262.875000 Penalty: 3059.687500
	Iteration 15Q: 3 clusters Score -1448263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1448374.000000 Penalty: 3059.687500
	Iteration 16Q: 3 clusters Score -1448374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1448457.000000 Penalty: 3059.687500
	Iteration 17Q: 3 clusters Score -1448457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1448494.375000 Penalty: 3059.687500
	Iteration 18Q: 3 clusters Score -1448494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1448513.875000 Penalty: 3059.687500
	Iteration 19Q: 3 clusters Score -1448514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1448531.125000 Penalty: 3059.687500
	Iteration 20F: 3 clusters Score -1448531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1448539.375000 Penalty: 3059.687500
	Iteration 21Q: 3 clusters Score -1448539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1448550.500000 Penalty: 3059.687500
	Iteration 22Q: 3 clusters Score -1448550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1448553.875000 Penalty: 3059.687500
	Iteration 23Q: 3 clusters Score -1448554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1448563.625000 Penalty: 3059.687500
	Iteration 24Q: 3 clusters Score -1448564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1448564.500000 Penalty: 3059.687500
	Iteration 25Q: 3 clusters Score -1448564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1448568.250000 Penalty: 3059.687500
	Iteration 26Q: 3 clusters Score -1448568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1448570.750000 Penalty: 3059.687500
	Iteration 27Q: 3 clusters Score -1448571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1448570.750000 Penalty: 3059.687500
	Iteration 28Q: 3 clusters Score -1448571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1448571.375000 Penalty: 3059.687500
	Iteration 29Q: 3 clusters Score -1448571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1448574.000000 Penalty: 3059.687500
	Iteration 30Q: 3 clusters Score -1448574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1448572.625000 Penalty: 3059.687500
	Iteration 31Q: 3 clusters Score -1448573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1448573.625000 Penalty: 3059.687500
	Iteration 32Q: 3 clusters Score -1448574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1448576.125000 Penalty: 3059.687500
	Iteration 33Q: 3 clusters Score -1448576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1448576.750000 Penalty: 3059.687500
	Iteration 34Q: 3 clusters Score -1448577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1448580.000000 Penalty: 3059.687500
	Iteration 35Q: 3 clusters Score -1448580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1448580.250000 Penalty: 3059.687500
	Iteration 36Q: 3 clusters Score -1448580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1448579.875000 Penalty: 3059.687500
	Iteration 37Q: 3 clusters Score -1448580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1448584.375000 Penalty: 3059.687500
	Iteration 38Q: 3 clusters Score -1448584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1448583.875000 Penalty: 3059.687500
	Iteration 39Q: 3 clusters Score -1448584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1448583.875000 Penalty: 3059.687500
	Iteration 40F: 3 clusters Score -1448584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -340345.312500 Penalty: 1283.008301
	Iteration 0F: 2 clusters Score -340345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -337827.562500 Penalty: 2566.016602
	Iteration 0F: 3 clusters Score -337827.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -338384.812500 Penalty: 2566.016602
	Iteration 1F: 3 clusters Score -338384.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -338534.093750 Penalty: 2566.016602
	Iteration 2F: 3 clusters Score -338534.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -338633.500000 Penalty: 2566.016602
	Iteration 3F: 3 clusters Score -338633.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338726.937500 Penalty: 2566.016602
	Iteration 4Q: 3 clusters Score -338726.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -338801.625000 Penalty: 2566.016602
	Iteration 5Q: 3 clusters Score -338801.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338870.625000 Penalty: 2566.016602
	Iteration 6Q: 3 clusters Score -338870.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -338949.687500 Penalty: 2566.016602
	Iteration 7Q: 3 clusters Score -338949.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -339015.156250 Penalty: 2566.016602
	Iteration 8Q: 3 clusters Score -339015.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -339057.562500 Penalty: 2566.016602
	Iteration 9Q: 3 clusters Score -339057.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -339088.781250 Penalty: 2566.016602
	Iteration 10Q: 3 clusters Score -339088.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -339116.343750 Penalty: 2566.016602
	Iteration 11Q: 3 clusters Score -339116.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -339137.250000 Penalty: 2566.016602
	Iteration 12Q: 3 clusters Score -339137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -339158.718750 Penalty: 2566.016602
	Iteration 13Q: 3 clusters Score -339158.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -339170.593750 Penalty: 2566.016602
	Iteration 14Q: 3 clusters Score -339170.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -339183.468750 Penalty: 2566.016602
	Iteration 15Q: 3 clusters Score -339183.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -339200.468750 Penalty: 2566.016602
	Iteration 16Q: 3 clusters Score -339200.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -339220.500000 Penalty: 2566.016602
	Iteration 17Q: 3 clusters Score -339220.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -339232.031250 Penalty: 2566.016602
	Iteration 18Q: 3 clusters Score -339232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -339239.375000 Penalty: 2566.016602
	Iteration 19Q: 3 clusters Score -339239.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -339246.281250 Penalty: 2566.016602
	Iteration 20F: 3 clusters Score -339246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -339248.687500 Penalty: 2566.016602
	Iteration 21Q: 3 clusters Score -339248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -339250.562500 Penalty: 2566.016602
	Iteration 22Q: 3 clusters Score -339250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -339252.125000 Penalty: 2566.016602
	Iteration 23Q: 3 clusters Score -339252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -339253.812500 Penalty: 2566.016602
	Iteration 24Q: 3 clusters Score -339253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -339255.062500 Penalty: 2566.016602
	Iteration 25Q: 3 clusters Score -339255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -339255.750000 Penalty: 2566.016602
	Iteration 26Q: 3 clusters Score -339255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -339255.750000 Penalty: 2566.016602
	Iteration 27F: 3 clusters Score -339255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -446436.531250 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -446436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443417.187500 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -443417.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -444197.781250 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -444197.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -444330.656250 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -444330.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -444422.500000 Penalty: 2652.354248
	Iteration 3Q: 3 clusters Score -444422.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -444483.593750 Penalty: 2652.354248
	Iteration 4Q: 3 clusters Score -444483.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -444531.125000 Penalty: 2652.354248
	Iteration 5Q: 3 clusters Score -444531.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -444562.968750 Penalty: 2652.354248
	Iteration 6Q: 3 clusters Score -444563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -444582.437500 Penalty: 2652.354248
	Iteration 7Q: 3 clusters Score -444582.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -444599.093750 Penalty: 2652.354248
	Iteration 8Q: 3 clusters Score -444599.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -444623.812500 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -444623.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -444653.437500 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -444653.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -444685.375000 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -444685.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444716.343750 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -444716.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -444750.875000 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -444750.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -444785.968750 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -444786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -444821.437500 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -444821.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -444848.687500 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -444848.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -444871.500000 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -444871.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -444892.000000 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -444892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -444903.250000 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -444903.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -444915.343750 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -444915.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -444929.906250 Penalty: 2652.354248
	Iteration 21Q: 3 clusters Score -444929.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -444943.281250 Penalty: 2652.354248
	Iteration 22Q: 3 clusters Score -444943.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -444956.906250 Penalty: 2652.354248
	Iteration 23Q: 3 clusters Score -444956.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -444970.250000 Penalty: 2652.354248
	Iteration 24Q: 3 clusters Score -444970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -444983.468750 Penalty: 2652.354248
	Iteration 25Q: 3 clusters Score -444983.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -444999.718750 Penalty: 2652.354248
	Iteration 26Q: 3 clusters Score -444999.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -445018.781250 Penalty: 2652.354248
	Iteration 27Q: 3 clusters Score -445018.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -445037.437500 Penalty: 2652.354248
	Iteration 28Q: 3 clusters Score -445037.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -445051.531250 Penalty: 2652.354248
	Iteration 29Q: 3 clusters Score -445051.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -445063.218750 Penalty: 2652.354248
	Iteration 30Q: 3 clusters Score -445063.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -445075.468750 Penalty: 2652.354248
	Iteration 31Q: 3 clusters Score -445075.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -445093.593750 Penalty: 2652.354248
	Iteration 32Q: 3 clusters Score -445093.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -445111.281250 Penalty: 2652.354248
	Iteration 33Q: 3 clusters Score -445111.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -445125.781250 Penalty: 2652.354248
	Iteration 34Q: 3 clusters Score -445125.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -445141.937500 Penalty: 2652.354248
	Iteration 35Q: 3 clusters Score -445141.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -445151.625000 Penalty: 2652.354248
	Iteration 36Q: 3 clusters Score -445151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -445165.343750 Penalty: 2652.354248
	Iteration 37Q: 3 clusters Score -445165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -445173.625000 Penalty: 2652.354248
	Iteration 38Q: 3 clusters Score -445173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -445185.125000 Penalty: 2652.354248
	Iteration 39Q: 3 clusters Score -445185.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -445195.906250 Penalty: 2652.354248
	Iteration 40F: 3 clusters Score -445195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -445204.250000 Penalty: 2652.354248
	Iteration 41Q: 3 clusters Score -445204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -445214.437500 Penalty: 2652.354248
	Iteration 42Q: 3 clusters Score -445214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -445223.812500 Penalty: 2652.354248
	Iteration 43Q: 3 clusters Score -445223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -445228.343750 Penalty: 2652.354248
	Iteration 44Q: 3 clusters Score -445228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -445236.250000 Penalty: 2652.354248
	Iteration 45Q: 3 clusters Score -445236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -445244.343750 Penalty: 2652.354248
	Iteration 46Q: 3 clusters Score -445244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -445248.937500 Penalty: 2652.354248
	Iteration 47Q: 3 clusters Score -445248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -445254.500000 Penalty: 2652.354248
	Iteration 48Q: 3 clusters Score -445254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -445257.187500 Penalty: 2652.354248
	Iteration 49Q: 3 clusters Score -445257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -445261.375000 Penalty: 2652.354248
	Iteration 50Q: 3 clusters Score -445261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -445264.093750 Penalty: 2652.354248
	Iteration 51Q: 3 clusters Score -445264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -445265.906250 Penalty: 2652.354248
	Iteration 52Q: 3 clusters Score -445265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -445266.343750 Penalty: 2652.354248
	Iteration 53Q: 3 clusters Score -445266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -445266.343750 Penalty: 2652.354248
	Iteration 54F: 3 clusters Score -445266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Entering Unmasked Estep 
Score: -6870597.000000 Penalty: 1764.743530
	Iteration 0F: 2 clusters Score -6870597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6835759.500000 Penalty: 3529.487061
	Iteration 0F: 3 clusters Score -6835760 nChanged 24647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6849716.500000 Penalty: 3529.487061
	Iteration 1F: 3 clusters Score -6849716 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6850038.000000 Penalty: 3529.487061
	Iteration 2Q: 3 clusters Score -6850038 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -6850339.500000 Penalty: 3529.487061
	Iteration 3Q: 3 clusters Score -6850340 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -6850582.500000 Penalty: 3529.487061
	Iteration 4Q: 3 clusters Score -6850582 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -6850859.500000 Penalty: 3529.487061
	Iteration 5Q: 3 clusters Score -6850860 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6851046.500000 Penalty: 3529.487061
	Iteration 6Q: 3 clusters Score -6851046 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -6851250.000000 Penalty: 3529.487061
	Iteration 7Q: 3 clusters Score -6851250 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6851462.000000 Penalty: 3529.487061
	Iteration 8Q: 3 clusters Score -6851462 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -6851758.000000 Penalty: 3529.487061
	Iteration 9Q: 3 clusters Score -6851758 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6852108.500000 Penalty: 3529.487061
	Iteration 10Q: 3 clusters Score -6852108 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -6852602.000000 Penalty: 3529.487061
	Iteration 11Q: 3 clusters Score -6852602 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -6853444.500000 Penalty: 3529.487061
	Iteration 12Q: 3 clusters Score -6853444 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6854678.500000 Penalty: 3529.487061
	Iteration 13Q: 3 clusters Score -6854678 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -6856623.000000 Penalty: 3529.487061
	Iteration 14F: 3 clusters Score -6856623 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -6858864.000000 Penalty: 3529.487061
	Iteration 15F: 3 clusters Score -6858864 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -6860949.000000 Penalty: 3529.487061
	Iteration 16F: 3 clusters Score -6860949 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -6862459.500000 Penalty: 3529.487061
	Iteration 17Q: 3 clusters Score -6862460 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -6863356.500000 Penalty: 3529.487061
	Iteration 18Q: 3 clusters Score -6863356 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -6863954.000000 Penalty: 3529.487061
	Iteration 19Q: 3 clusters Score -6863954 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -6864413.000000 Penalty: 3529.487061
	Iteration 20F: 3 clusters Score -6864413 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -6864817.000000 Penalty: 3529.487061
	Iteration 21Q: 3 clusters Score -6864817 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -6865156.500000 Penalty: 3529.487061
	Iteration 22Q: 3 clusters Score -6865156 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -6865528.000000 Penalty: 3529.487061
	Iteration 23Q: 3 clusters Score -6865528 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -6865905.500000 Penalty: 3529.487061
	Iteration 24Q: 3 clusters Score -6865906 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6866231.000000 Penalty: 3529.487061
	Iteration 25Q: 3 clusters Score -6866231 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -6866570.000000 Penalty: 3529.487061
	Iteration 26Q: 3 clusters Score -6866570 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6866877.000000 Penalty: 3529.487061
	Iteration 27Q: 3 clusters Score -6866877 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -6867132.500000 Penalty: 3529.487061
	Iteration 28Q: 3 clusters Score -6867132 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -6867349.000000 Penalty: 3529.487061
	Iteration 29Q: 3 clusters Score -6867349 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -6867562.000000 Penalty: 3529.487061
	Iteration 30Q: 3 clusters Score -6867562 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6867736.500000 Penalty: 3529.487061
	Iteration 31Q: 3 clusters Score -6867736 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6867877.500000 Penalty: 3529.487061
	Iteration 32Q: 3 clusters Score -6867878 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6867992.500000 Penalty: 3529.487061
	Iteration 33Q: 3 clusters Score -6867992 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6868117.500000 Penalty: 3529.487061
	Iteration 34Q: 3 clusters Score -6868118 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6868197.000000 Penalty: 3529.487061
	Iteration 35Q: 3 clusters Score -6868197 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6868245.500000 Penalty: 3529.487061
	Iteration 36Q: 3 clusters Score -6868246 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6868334.000000 Penalty: 3529.487061
	Iteration 37Q: 3 clusters Score -6868334 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6868393.500000 Penalty: 3529.487061
	Iteration 38Q: 3 clusters Score -6868394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6868456.500000 Penalty: 3529.487061
	Iteration 39Q: 3 clusters Score -6868456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6868520.000000 Penalty: 3529.487061
	Iteration 40F: 3 clusters Score -6868520 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6868569.500000 Penalty: 3529.487061
	Iteration 41Q: 3 clusters Score -6868570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6868631.500000 Penalty: 3529.487061
	Iteration 42Q: 3 clusters Score -6868632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6868694.000000 Penalty: 3529.487061
	Iteration 43Q: 3 clusters Score -6868694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6868743.500000 Penalty: 3529.487061
	Iteration 44Q: 3 clusters Score -6868744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6868787.500000 Penalty: 3529.487061
	Iteration 45Q: 3 clusters Score -6868788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6868840.000000 Penalty: 3529.487061
	Iteration 46Q: 3 clusters Score -6868840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6868894.000000 Penalty: 3529.487061
	Iteration 47Q: 3 clusters Score -6868894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6868930.000000 Penalty: 3529.487061
	Iteration 48Q: 3 clusters Score -6868930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6868963.000000 Penalty: 3529.487061
	Iteration 49Q: 3 clusters Score -6868963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6868986.500000 Penalty: 3529.487061
	Iteration 50Q: 3 clusters Score -6868986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6869023.000000 Penalty: 3529.487061
	Iteration 51Q: 3 clusters Score -6869023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6869050.000000 Penalty: 3529.487061
	Iteration 52Q: 3 clusters Score -6869050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6869046.500000 Penalty: 3529.487061
	Iteration 53Q: 3 clusters Score -6869046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6869075.000000 Penalty: 3529.487061
	Iteration 54Q: 3 clusters Score -6869075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6869077.500000 Penalty: 3529.487061
	Iteration 55Q: 3 clusters Score -6869078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6869081.500000 Penalty: 3529.487061
	Iteration 56Q: 3 clusters Score -6869082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6869093.000000 Penalty: 3529.487061
	Iteration 57Q: 3 clusters Score -6869093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6869114.000000 Penalty: 3529.487061
	Iteration 58Q: 3 clusters Score -6869114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6869121.500000 Penalty: 3529.487061
	Iteration 59Q: 3 clusters Score -6869122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6869124.500000 Penalty: 3529.487061
	Iteration 60F: 3 clusters Score -6869124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6869137.000000 Penalty: 3529.487061
	Iteration 61Q: 3 clusters Score -6869137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6869144.000000 Penalty: 3529.487061
	Iteration 62Q: 3 clusters Score -6869144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6869144.000000 Penalty: 3529.487061
	Iteration 63Q: 3 clusters Score -6869144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6869151.500000 Penalty: 3529.487061
	Iteration 64Q: 3 clusters Score -6869152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6869153.000000 Penalty: 3529.487061
	Iteration 65Q: 3 clusters Score -6869153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6869146.000000 Penalty: 3529.487061
	Iteration 66Q: 3 clusters Score -6869146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6869146.000000 Penalty: 3529.487061
	Iteration 67Q: 3 clusters Score -6869146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6869148.500000 Penalty: 3529.487061
	Iteration 68Q: 3 clusters Score -6869148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6869152.500000 Penalty: 3529.487061
	Iteration 69Q: 3 clusters Score -6869152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6869152.500000 Penalty: 3529.487061
	Iteration 70Q: 3 clusters Score -6869152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6869156.500000 Penalty: 3529.487061
	Iteration 71Q: 3 clusters Score -6869156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6869156.000000 Penalty: 3529.487061
	Iteration 72Q: 3 clusters Score -6869156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6869155.000000 Penalty: 3529.487061
	Iteration 73Q: 3 clusters Score -6869155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6869157.000000 Penalty: 3529.487061
	Iteration 74Q: 3 clusters Score -6869157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6869152.500000 Penalty: 3529.487061
	Iteration 75Q: 3 clusters Score -6869152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6869155.000000 Penalty: 3529.487061
	Iteration 76Q: 3 clusters Score -6869155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6869155.000000 Penalty: 3529.487061
	Iteration 77Q: 3 clusters Score -6869155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6869159.000000 Penalty: 3529.487061
	Iteration 78Q: 3 clusters Score -6869159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6869168.000000 Penalty: 3529.487061
	Iteration 79Q: 3 clusters Score -6869168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6869157.500000 Penalty: 3529.487061
	Iteration 80F: 3 clusters Score -6869158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6869159.500000 Penalty: 3529.487061
	Iteration 81Q: 3 clusters Score -6869160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6869164.500000 Penalty: 3529.487061
	Iteration 82Q: 3 clusters Score -6869164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6869164.000000 Penalty: 3529.487061
	Iteration 83Q: 3 clusters Score -6869164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6869164.000000 Penalty: 3529.487061
	Iteration 84F: 3 clusters Score -6869164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48031 members 
Entering Unmasked Estep 
Score: -6026741.500000 Penalty: 1751.685303
	Iteration 0F: 2 clusters Score -6026742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5994702.500000 Penalty: 3503.370605
	Iteration 0F: 3 clusters Score -5994702 nChanged 22460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6007544.000000 Penalty: 3503.370605
	Iteration 1F: 3 clusters Score -6007544 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -6008040.500000 Penalty: 3503.370605
	Iteration 2Q: 3 clusters Score -6008040 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6008554.000000 Penalty: 3503.370605
	Iteration 3Q: 3 clusters Score -6008554 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -6009104.000000 Penalty: 3503.370605
	Iteration 4Q: 3 clusters Score -6009104 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -6009804.000000 Penalty: 3503.370605
	Iteration 5Q: 3 clusters Score -6009804 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -6010764.500000 Penalty: 3503.370605
	Iteration 6Q: 3 clusters Score -6010764 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -6012165.500000 Penalty: 3503.370605
	Iteration 7F: 3 clusters Score -6012166 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -6014158.000000 Penalty: 3503.370605
	Iteration 8F: 3 clusters Score -6014158 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -6016766.500000 Penalty: 3503.370605
	Iteration 9F: 3 clusters Score -6016766 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6019711.500000 Penalty: 3503.370605
	Iteration 10F: 3 clusters Score -6019712 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -6022269.500000 Penalty: 3503.370605
	Iteration 11F: 3 clusters Score -6022270 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6023742.500000 Penalty: 3503.370605
	Iteration 12Q: 3 clusters Score -6023742 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -6024469.000000 Penalty: 3503.370605
	Iteration 13Q: 3 clusters Score -6024469 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -6024822.000000 Penalty: 3503.370605
	Iteration 14Q: 3 clusters Score -6024822 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -6025007.500000 Penalty: 3503.370605
	Iteration 15Q: 3 clusters Score -6025008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6025079.500000 Penalty: 3503.370605
	Iteration 16Q: 3 clusters Score -6025080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6025128.500000 Penalty: 3503.370605
	Iteration 17Q: 3 clusters Score -6025128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6025157.000000 Penalty: 3503.370605
	Iteration 18Q: 3 clusters Score -6025157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -6025173.000000 Penalty: 3503.370605
	Iteration 19Q: 3 clusters Score -6025173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6025182.500000 Penalty: 3503.370605
	Iteration 20F: 3 clusters Score -6025182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6025186.000000 Penalty: 3503.370605
	Iteration 21Q: 3 clusters Score -6025186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -6025201.500000 Penalty: 3503.370605
	Iteration 22Q: 3 clusters Score -6025202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6025200.000000 Penalty: 3503.370605
	Iteration 23Q: 3 clusters Score -6025200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6025200.000000 Penalty: 3503.370605
	Iteration 24F: 3 clusters Score -6025200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -2130676.500000 Penalty: 1579.838989
	Iteration 0F: 2 clusters Score -2130676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2119177.750000 Penalty: 3159.677979
	Iteration 0F: 3 clusters Score -2119178 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2123098.250000 Penalty: 3159.677979
	Iteration 1F: 3 clusters Score -2123098 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2123401.500000 Penalty: 3159.677979
	Iteration 2Q: 3 clusters Score -2123402 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2123739.750000 Penalty: 3159.677979
	Iteration 3Q: 3 clusters Score -2123740 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2124134.250000 Penalty: 3159.677979
	Iteration 4Q: 3 clusters Score -2124134 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2124681.750000 Penalty: 3159.677979
	Iteration 5F: 3 clusters Score -2124682 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2125261.000000 Penalty: 3159.677979
	Iteration 6F: 3 clusters Score -2125261 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2125911.500000 Penalty: 3159.677979
	Iteration 7F: 3 clusters Score -2125912 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2126543.750000 Penalty: 3159.677979
	Iteration 8F: 3 clusters Score -2126544 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2127180.000000 Penalty: 3159.677979
	Iteration 9Q: 3 clusters Score -2127180 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2127759.500000 Penalty: 3159.677979
	Iteration 10Q: 3 clusters Score -2127760 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2128184.250000 Penalty: 3159.677979
	Iteration 11Q: 3 clusters Score -2128184 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2128470.250000 Penalty: 3159.677979
	Iteration 12Q: 3 clusters Score -2128470 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2128692.000000 Penalty: 3159.677979
	Iteration 13Q: 3 clusters Score -2128692 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2128852.250000 Penalty: 3159.677979
	Iteration 14Q: 3 clusters Score -2128852 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2128979.000000 Penalty: 3159.677979
	Iteration 15Q: 3 clusters Score -2128979 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2129061.500000 Penalty: 3159.677979
	Iteration 16Q: 3 clusters Score -2129062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2129130.250000 Penalty: 3159.677979
	Iteration 17Q: 3 clusters Score -2129130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2129181.750000 Penalty: 3159.677979
	Iteration 18Q: 3 clusters Score -2129182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2129229.500000 Penalty: 3159.677979
	Iteration 19Q: 3 clusters Score -2129230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2129250.500000 Penalty: 3159.677979
	Iteration 20F: 3 clusters Score -2129250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2129263.000000 Penalty: 3159.677979
	Iteration 21Q: 3 clusters Score -2129263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2129278.500000 Penalty: 3159.677979
	Iteration 22Q: 3 clusters Score -2129278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2129290.750000 Penalty: 3159.677979
	Iteration 23Q: 3 clusters Score -2129291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2129297.250000 Penalty: 3159.677979
	Iteration 24Q: 3 clusters Score -2129297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2129300.500000 Penalty: 3159.677979
	Iteration 25Q: 3 clusters Score -2129300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2129300.750000 Penalty: 3159.677979
	Iteration 26Q: 3 clusters Score -2129301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2129305.000000 Penalty: 3159.677979
	Iteration 27Q: 3 clusters Score -2129305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2129306.000000 Penalty: 3159.677979
	Iteration 28Q: 3 clusters Score -2129306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2129313.000000 Penalty: 3159.677979
	Iteration 29Q: 3 clusters Score -2129313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2129314.750000 Penalty: 3159.677979
	Iteration 30Q: 3 clusters Score -2129315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2129313.750000 Penalty: 3159.677979
	Iteration 31Q: 3 clusters Score -2129314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2129320.750000 Penalty: 3159.677979
	Iteration 32Q: 3 clusters Score -2129321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2129322.000000 Penalty: 3159.677979
	Iteration 33Q: 3 clusters Score -2129322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2129328.500000 Penalty: 3159.677979
	Iteration 34Q: 3 clusters Score -2129328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2129331.250000 Penalty: 3159.677979
	Iteration 35Q: 3 clusters Score -2129331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2129336.500000 Penalty: 3159.677979
	Iteration 36Q: 3 clusters Score -2129336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2129340.250000 Penalty: 3159.677979
	Iteration 37Q: 3 clusters Score -2129340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2129343.000000 Penalty: 3159.677979
	Iteration 38Q: 3 clusters Score -2129343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2129344.250000 Penalty: 3159.677979
	Iteration 39Q: 3 clusters Score -2129344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2129346.000000 Penalty: 3159.677979
	Iteration 40F: 3 clusters Score -2129346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2129348.250000 Penalty: 3159.677979
	Iteration 41Q: 3 clusters Score -2129348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2129352.000000 Penalty: 3159.677979
	Iteration 42Q: 3 clusters Score -2129352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2129351.000000 Penalty: 3159.677979
	Iteration 43Q: 3 clusters Score -2129351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2129351.500000 Penalty: 3159.677979
	Iteration 44Q: 3 clusters Score -2129352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2129351.500000 Penalty: 3159.677979
	Iteration 45F: 3 clusters Score -2129352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -684077.500000 Penalty: 1403.616333
	Iteration 0F: 2 clusters Score -684077.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -679729.562500 Penalty: 2807.232666
	Iteration 0F: 3 clusters Score -679729.6 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -681089.812500 Penalty: 2807.232666
	Iteration 1F: 3 clusters Score -681089.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -681396.937500 Penalty: 2807.232666
	Iteration 2F: 3 clusters Score -681396.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -681626.500000 Penalty: 2807.232666
	Iteration 3F: 3 clusters Score -681626.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -681826.062500 Penalty: 2807.232666
	Iteration 4F: 3 clusters Score -681826.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -681998.500000 Penalty: 2807.232666
	Iteration 5F: 3 clusters Score -681998.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -682183.687500 Penalty: 2807.232666
	Iteration 6Q: 3 clusters Score -682183.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -682367.687500 Penalty: 2807.232666
	Iteration 7Q: 3 clusters Score -682367.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -682529.687500 Penalty: 2807.232666
	Iteration 8Q: 3 clusters Score -682529.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -682665.625000 Penalty: 2807.232666
	Iteration 9Q: 3 clusters Score -682665.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -682758.062500 Penalty: 2807.232666
	Iteration 10Q: 3 clusters Score -682758.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -682803.937500 Penalty: 2807.232666
	Iteration 11Q: 3 clusters Score -682803.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -682841.500000 Penalty: 2807.232666
	Iteration 12Q: 3 clusters Score -682841.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -682877.937500 Penalty: 2807.232666
	Iteration 13Q: 3 clusters Score -682877.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -682908.312500 Penalty: 2807.232666
	Iteration 14Q: 3 clusters Score -682908.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -682934.687500 Penalty: 2807.232666
	Iteration 15Q: 3 clusters Score -682934.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -682959.062500 Penalty: 2807.232666
	Iteration 16Q: 3 clusters Score -682959.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -682976.062500 Penalty: 2807.232666
	Iteration 17Q: 3 clusters Score -682976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -682987.187500 Penalty: 2807.232666
	Iteration 18Q: 3 clusters Score -682987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -682992.750000 Penalty: 2807.232666
	Iteration 19Q: 3 clusters Score -682992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -682994.625000 Penalty: 2807.232666
	Iteration 20F: 3 clusters Score -682994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -682997.437500 Penalty: 2807.232666
	Iteration 21Q: 3 clusters Score -682997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -682998.437500 Penalty: 2807.232666
	Iteration 22Q: 3 clusters Score -682998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -683000.437500 Penalty: 2807.232666
	Iteration 23Q: 3 clusters Score -683000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -683000.500000 Penalty: 2807.232666
	Iteration 24Q: 3 clusters Score -683000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -682999.937500 Penalty: 2807.232666
	Iteration 25Q: 3 clusters Score -682999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -683003.000000 Penalty: 2807.232666
	Iteration 26Q: 3 clusters Score -683003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -683003.312500 Penalty: 2807.232666
	Iteration 27Q: 3 clusters Score -683003.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -683003.312500 Penalty: 2807.232666
	Iteration 28F: 3 clusters Score -683003.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Entering Unmasked Estep 
Score: -5650392.000000 Penalty: 1731.487061
	Iteration 0F: 2 clusters Score -5650392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5622013.500000 Penalty: 3462.974121
	Iteration 0F: 3 clusters Score -5622014 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5632980.000000 Penalty: 3462.974121
	Iteration 1F: 3 clusters Score -5632980 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5633368.000000 Penalty: 3462.974121
	Iteration 2Q: 3 clusters Score -5633368 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5633801.500000 Penalty: 3462.974121
	Iteration 3Q: 3 clusters Score -5633802 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -5634353.500000 Penalty: 3462.974121
	Iteration 4Q: 3 clusters Score -5634354 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5635004.000000 Penalty: 3462.974121
	Iteration 5Q: 3 clusters Score -5635004 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5636066.000000 Penalty: 3462.974121
	Iteration 6F: 3 clusters Score -5636066 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5637592.500000 Penalty: 3462.974121
	Iteration 7F: 3 clusters Score -5637592 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -5639585.500000 Penalty: 3462.974121
	Iteration 8F: 3 clusters Score -5639586 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5642179.500000 Penalty: 3462.974121
	Iteration 9F: 3 clusters Score -5642180 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5644848.500000 Penalty: 3462.974121
	Iteration 10F: 3 clusters Score -5644848 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5646969.000000 Penalty: 3462.974121
	Iteration 11Q: 3 clusters Score -5646969 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5648098.500000 Penalty: 3462.974121
	Iteration 12Q: 3 clusters Score -5648098 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5648606.500000 Penalty: 3462.974121
	Iteration 13Q: 3 clusters Score -5648606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5648747.000000 Penalty: 3462.974121
	Iteration 14Q: 3 clusters Score -5648747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5648810.000000 Penalty: 3462.974121
	Iteration 15Q: 3 clusters Score -5648810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5648822.000000 Penalty: 3462.974121
	Iteration 16Q: 3 clusters Score -5648822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5648847.000000 Penalty: 3462.974121
	Iteration 17Q: 3 clusters Score -5648847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5648848.000000 Penalty: 3462.974121
	Iteration 18Q: 3 clusters Score -5648848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5648858.000000 Penalty: 3462.974121
	Iteration 19Q: 3 clusters Score -5648858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5648868.000000 Penalty: 3462.974121
	Iteration 20F: 3 clusters Score -5648868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5648879.000000 Penalty: 3462.974121
	Iteration 21Q: 3 clusters Score -5648879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5648882.500000 Penalty: 3462.974121
	Iteration 22Q: 3 clusters Score -5648882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5648890.500000 Penalty: 3462.974121
	Iteration 23Q: 3 clusters Score -5648890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5648890.000000 Penalty: 3462.974121
	Iteration 24Q: 3 clusters Score -5648890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5648895.000000 Penalty: 3462.974121
	Iteration 25Q: 3 clusters Score -5648895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5648895.000000 Penalty: 3462.974121
	Iteration 26F: 3 clusters Score -5648895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -815758.187500 Penalty: 1426.877930
	Iteration 0F: 2 clusters Score -815758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -810789.312500 Penalty: 2853.755859
	Iteration 0F: 3 clusters Score -810789.3 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -812337.500000 Penalty: 2853.755859
	Iteration 1F: 3 clusters Score -812337.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -812543.375000 Penalty: 2853.755859
	Iteration 2F: 3 clusters Score -812543.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -812685.312500 Penalty: 2853.755859
	Iteration 3F: 3 clusters Score -812685.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -812806.625000 Penalty: 2853.755859
	Iteration 4Q: 3 clusters Score -812806.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -812913.437500 Penalty: 2853.755859
	Iteration 5Q: 3 clusters Score -812913.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -813008.750000 Penalty: 2853.755859
	Iteration 6Q: 3 clusters Score -813008.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -813103.187500 Penalty: 2853.755859
	Iteration 7Q: 3 clusters Score -813103.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -813206.250000 Penalty: 2853.755859
	Iteration 8Q: 3 clusters Score -813206.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -813314.250000 Penalty: 2853.755859
	Iteration 9Q: 3 clusters Score -813314.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -813440.125000 Penalty: 2853.755859
	Iteration 10Q: 3 clusters Score -813440.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -813647.875000 Penalty: 2853.755859
	Iteration 11Q: 3 clusters Score -813647.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -813880.687500 Penalty: 2853.755859
	Iteration 12Q: 3 clusters Score -813880.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -814123.250000 Penalty: 2853.755859
	Iteration 13Q: 3 clusters Score -814123.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -814355.562500 Penalty: 2853.755859
	Iteration 14Q: 3 clusters Score -814355.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -814568.312500 Penalty: 2853.755859
	Iteration 15Q: 3 clusters Score -814568.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -814746.375000 Penalty: 2853.755859
	Iteration 16Q: 3 clusters Score -814746.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -814877.375000 Penalty: 2853.755859
	Iteration 17Q: 3 clusters Score -814877.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -814982.125000 Penalty: 2853.755859
	Iteration 18Q: 3 clusters Score -814982.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -815049.625000 Penalty: 2853.755859
	Iteration 19Q: 3 clusters Score -815049.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -815089.062500 Penalty: 2853.755859
	Iteration 20F: 3 clusters Score -815089.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -815134.875000 Penalty: 2853.755859
	Iteration 21Q: 3 clusters Score -815134.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -815167.000000 Penalty: 2853.755859
	Iteration 22Q: 3 clusters Score -815167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -815201.812500 Penalty: 2853.755859
	Iteration 23Q: 3 clusters Score -815201.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -815232.687500 Penalty: 2853.755859
	Iteration 24Q: 3 clusters Score -815232.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -815261.375000 Penalty: 2853.755859
	Iteration 25Q: 3 clusters Score -815261.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -815291.562500 Penalty: 2853.755859
	Iteration 26Q: 3 clusters Score -815291.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -815320.375000 Penalty: 2853.755859
	Iteration 27Q: 3 clusters Score -815320.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -815356.437500 Penalty: 2853.755859
	Iteration 28Q: 3 clusters Score -815356.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -815396.875000 Penalty: 2853.755859
	Iteration 29Q: 3 clusters Score -815396.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -815420.500000 Penalty: 2853.755859
	Iteration 30Q: 3 clusters Score -815420.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -815440.625000 Penalty: 2853.755859
	Iteration 31Q: 3 clusters Score -815440.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -815452.000000 Penalty: 2853.755859
	Iteration 32Q: 3 clusters Score -815452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -815458.437500 Penalty: 2853.755859
	Iteration 33Q: 3 clusters Score -815458.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -815461.562500 Penalty: 2853.755859
	Iteration 34Q: 3 clusters Score -815461.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -815467.500000 Penalty: 2853.755859
	Iteration 35Q: 3 clusters Score -815467.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -815470.687500 Penalty: 2853.755859
	Iteration 36Q: 3 clusters Score -815470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -815475.437500 Penalty: 2853.755859
	Iteration 37Q: 3 clusters Score -815475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -815475.250000 Penalty: 2853.755859
	Iteration 38Q: 3 clusters Score -815475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -815475.500000 Penalty: 2853.755859
	Iteration 39Q: 3 clusters Score -815475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -815475.500000 Penalty: 2853.755859
	Iteration 40F: 3 clusters Score -815475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Entering Unmasked Estep 
Score: -6267621.000000 Penalty: 1748.501099
	Iteration 0F: 2 clusters Score -6267621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -6236196.500000 Penalty: 3497.002197
	Iteration 0F: 3 clusters Score -6236196 nChanged 22033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -6248538.500000 Penalty: 3497.002197
	Iteration 1F: 3 clusters Score -6248538 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -6248883.500000 Penalty: 3497.002197
	Iteration 2Q: 3 clusters Score -6248884 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -6249261.000000 Penalty: 3497.002197
	Iteration 3Q: 3 clusters Score -6249261 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6249585.000000 Penalty: 3497.002197
	Iteration 4Q: 3 clusters Score -6249585 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -6249876.500000 Penalty: 3497.002197
	Iteration 5Q: 3 clusters Score -6249876 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -6250116.500000 Penalty: 3497.002197
	Iteration 6Q: 3 clusters Score -6250116 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6250382.000000 Penalty: 3497.002197
	Iteration 7Q: 3 clusters Score -6250382 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6250620.000000 Penalty: 3497.002197
	Iteration 8Q: 3 clusters Score -6250620 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -6250973.500000 Penalty: 3497.002197
	Iteration 9Q: 3 clusters Score -6250974 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -6251424.000000 Penalty: 3497.002197
	Iteration 10Q: 3 clusters Score -6251424 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -6251988.000000 Penalty: 3497.002197
	Iteration 11Q: 3 clusters Score -6251988 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6252881.000000 Penalty: 3497.002197
	Iteration 12Q: 3 clusters Score -6252881 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6254258.500000 Penalty: 3497.002197
	Iteration 13Q: 3 clusters Score -6254258 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -6255942.000000 Penalty: 3497.002197
	Iteration 14F: 3 clusters Score -6255942 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6257439.500000 Penalty: 3497.002197
	Iteration 15F: 3 clusters Score -6257440 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -6258171.000000 Penalty: 3497.002197
	Iteration 16Q: 3 clusters Score -6258171 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -6258473.000000 Penalty: 3497.002197
	Iteration 17Q: 3 clusters Score -6258473 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -6258571.000000 Penalty: 3497.002197
	Iteration 18Q: 3 clusters Score -6258571 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -6258645.500000 Penalty: 3497.002197
	Iteration 19Q: 3 clusters Score -6258646 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -6258718.500000 Penalty: 3497.002197
	Iteration 20F: 3 clusters Score -6258718 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -6258824.000000 Penalty: 3497.002197
	Iteration 21Q: 3 clusters Score -6258824 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -6258940.000000 Penalty: 3497.002197
	Iteration 22Q: 3 clusters Score -6258940 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -6258999.500000 Penalty: 3497.002197
	Iteration 23Q: 3 clusters Score -6259000 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -6259113.500000 Penalty: 3497.002197
	Iteration 24Q: 3 clusters Score -6259114 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -6259239.000000 Penalty: 3497.002197
	Iteration 25Q: 3 clusters Score -6259239 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -6259406.000000 Penalty: 3497.002197
	Iteration 26Q: 3 clusters Score -6259406 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -6259597.500000 Penalty: 3497.002197
	Iteration 27Q: 3 clusters Score -6259598 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -6259830.000000 Penalty: 3497.002197
	Iteration 28Q: 3 clusters Score -6259830 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -6260069.000000 Penalty: 3497.002197
	Iteration 29Q: 3 clusters Score -6260069 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -6260282.000000 Penalty: 3497.002197
	Iteration 30Q: 3 clusters Score -6260282 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -6260575.500000 Penalty: 3497.002197
	Iteration 31Q: 3 clusters Score -6260576 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -6260870.000000 Penalty: 3497.002197
	Iteration 32Q: 3 clusters Score -6260870 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -6261218.500000 Penalty: 3497.002197
	Iteration 33Q: 3 clusters Score -6261218 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -6261552.000000 Penalty: 3497.002197
	Iteration 34Q: 3 clusters Score -6261552 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6261865.000000 Penalty: 3497.002197
	Iteration 35Q: 3 clusters Score -6261865 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -6262255.000000 Penalty: 3497.002197
	Iteration 36Q: 3 clusters Score -6262255 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -6262695.000000 Penalty: 3497.002197
	Iteration 37Q: 3 clusters Score -6262695 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6263110.500000 Penalty: 3497.002197
	Iteration 38Q: 3 clusters Score -6263110 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -6263498.000000 Penalty: 3497.002197
	Iteration 39Q: 3 clusters Score -6263498 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6263884.500000 Penalty: 3497.002197
	Iteration 40F: 3 clusters Score -6263884 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6264318.000000 Penalty: 3497.002197
	Iteration 41Q: 3 clusters Score -6264318 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -6264725.500000 Penalty: 3497.002197
	Iteration 42Q: 3 clusters Score -6264726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6265060.000000 Penalty: 3497.002197
	Iteration 43Q: 3 clusters Score -6265060 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6265342.500000 Penalty: 3497.002197
	Iteration 44Q: 3 clusters Score -6265342 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -6265559.000000 Penalty: 3497.002197
	Iteration 45Q: 3 clusters Score -6265559 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6265761.500000 Penalty: 3497.002197
	Iteration 46Q: 3 clusters Score -6265762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -6265868.500000 Penalty: 3497.002197
	Iteration 47Q: 3 clusters Score -6265868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -6265936.500000 Penalty: 3497.002197
	Iteration 48Q: 3 clusters Score -6265936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6265966.500000 Penalty: 3497.002197
	Iteration 49Q: 3 clusters Score -6265966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6266002.500000 Penalty: 3497.002197
	Iteration 50Q: 3 clusters Score -6266002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6266043.500000 Penalty: 3497.002197
	Iteration 51Q: 3 clusters Score -6266044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -6266060.500000 Penalty: 3497.002197
	Iteration 52Q: 3 clusters Score -6266060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6266073.000000 Penalty: 3497.002197
	Iteration 53Q: 3 clusters Score -6266073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6266091.000000 Penalty: 3497.002197
	Iteration 54Q: 3 clusters Score -6266091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -6266097.500000 Penalty: 3497.002197
	Iteration 55Q: 3 clusters Score -6266098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6266102.500000 Penalty: 3497.002197
	Iteration 56Q: 3 clusters Score -6266102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6266117.000000 Penalty: 3497.002197
	Iteration 57Q: 3 clusters Score -6266117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6266118.500000 Penalty: 3497.002197
	Iteration 58Q: 3 clusters Score -6266118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6266115.000000 Penalty: 3497.002197
	Iteration 59Q: 3 clusters Score -6266115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6266115.000000 Penalty: 3497.002197
	Iteration 60F: 3 clusters Score -6266115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Entering Unmasked Estep 
Score: -8791311.000000 Penalty: 1803.921509
	Iteration 0F: 2 clusters Score -8791311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8747774.000000 Penalty: 3607.843018
	Iteration 0F: 3 clusters Score -8747774 nChanged 31404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -8765684.000000 Penalty: 3607.843018
	Iteration 1F: 3 clusters Score -8765684 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -8766280.000000 Penalty: 3607.843018
	Iteration 2Q: 3 clusters Score -8766280 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8767005.000000 Penalty: 3607.843018
	Iteration 3Q: 3 clusters Score -8767005 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -8768126.000000 Penalty: 3607.843018
	Iteration 4Q: 3 clusters Score -8768126 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -8769468.000000 Penalty: 3607.843018
	Iteration 5Q: 3 clusters Score -8769468 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8771379.000000 Penalty: 3607.843018
	Iteration 6F: 3 clusters Score -8771379 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -8773786.000000 Penalty: 3607.843018
	Iteration 7F: 3 clusters Score -8773786 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -8776711.000000 Penalty: 3607.843018
	Iteration 8F: 3 clusters Score -8776711 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -8780135.000000 Penalty: 3607.843018
	Iteration 9F: 3 clusters Score -8780135 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -8783835.000000 Penalty: 3607.843018
	Iteration 10F: 3 clusters Score -8783835 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -8786933.000000 Penalty: 3607.843018
	Iteration 11Q: 3 clusters Score -8786933 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -8788685.000000 Penalty: 3607.843018
	Iteration 12Q: 3 clusters Score -8788685 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -8789336.000000 Penalty: 3607.843018
	Iteration 13Q: 3 clusters Score -8789336 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -8789568.000000 Penalty: 3607.843018
	Iteration 14Q: 3 clusters Score -8789568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -8789640.000000 Penalty: 3607.843018
	Iteration 15Q: 3 clusters Score -8789640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -8789684.000000 Penalty: 3607.843018
	Iteration 16Q: 3 clusters Score -8789684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -8789696.000000 Penalty: 3607.843018
	Iteration 17Q: 3 clusters Score -8789696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -8789716.000000 Penalty: 3607.843018
	Iteration 18Q: 3 clusters Score -8789716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -8789735.000000 Penalty: 3607.843018
	Iteration 19Q: 3 clusters Score -8789735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -8789744.000000 Penalty: 3607.843018
	Iteration 20F: 3 clusters Score -8789744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -8789749.000000 Penalty: 3607.843018
	Iteration 21Q: 3 clusters Score -8789749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -8789761.000000 Penalty: 3607.843018
	Iteration 22Q: 3 clusters Score -8789761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -8789765.000000 Penalty: 3607.843018
	Iteration 23Q: 3 clusters Score -8789765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -8789765.000000 Penalty: 3607.843018
	Iteration 24F: 3 clusters Score -8789765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -1930099.250000 Penalty: 1565.350342
	Iteration 0F: 2 clusters Score -1930099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1919458.375000 Penalty: 3130.700684
	Iteration 0F: 3 clusters Score -1919458 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1923193.500000 Penalty: 3130.700684
	Iteration 1F: 3 clusters Score -1923194 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1923529.375000 Penalty: 3130.700684
	Iteration 2F: 3 clusters Score -1923529 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1923838.375000 Penalty: 3130.700684
	Iteration 3Q: 3 clusters Score -1923838 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1924119.000000 Penalty: 3130.700684
	Iteration 4Q: 3 clusters Score -1924119 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1924397.500000 Penalty: 3130.700684
	Iteration 5Q: 3 clusters Score -1924398 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1924709.375000 Penalty: 3130.700684
	Iteration 6Q: 3 clusters Score -1924709 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1925046.250000 Penalty: 3130.700684
	Iteration 7Q: 3 clusters Score -1925046 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1925442.875000 Penalty: 3130.700684
	Iteration 8Q: 3 clusters Score -1925443 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1925886.250000 Penalty: 3130.700684
	Iteration 9Q: 3 clusters Score -1925886 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1926354.125000 Penalty: 3130.700684
	Iteration 10Q: 3 clusters Score -1926354 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1926790.125000 Penalty: 3130.700684
	Iteration 11Q: 3 clusters Score -1926790 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1927126.000000 Penalty: 3130.700684
	Iteration 12Q: 3 clusters Score -1927126 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1927376.000000 Penalty: 3130.700684
	Iteration 13Q: 3 clusters Score -1927376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1927581.250000 Penalty: 3130.700684
	Iteration 14Q: 3 clusters Score -1927581 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1927747.125000 Penalty: 3130.700684
	Iteration 15Q: 3 clusters Score -1927747 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1927863.125000 Penalty: 3130.700684
	Iteration 16Q: 3 clusters Score -1927863 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1927973.750000 Penalty: 3130.700684
	Iteration 17Q: 3 clusters Score -1927974 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1928051.875000 Penalty: 3130.700684
	Iteration 18Q: 3 clusters Score -1928052 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1928129.625000 Penalty: 3130.700684
	Iteration 19Q: 3 clusters Score -1928130 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1928193.625000 Penalty: 3130.700684
	Iteration 20F: 3 clusters Score -1928194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1928246.875000 Penalty: 3130.700684
	Iteration 21Q: 3 clusters Score -1928247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1928289.875000 Penalty: 3130.700684
	Iteration 22Q: 3 clusters Score -1928290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1928325.250000 Penalty: 3130.700684
	Iteration 23Q: 3 clusters Score -1928325 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1928371.250000 Penalty: 3130.700684
	Iteration 24Q: 3 clusters Score -1928371 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1928418.875000 Penalty: 3130.700684
	Iteration 25Q: 3 clusters Score -1928419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1928462.125000 Penalty: 3130.700684
	Iteration 26Q: 3 clusters Score -1928462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1928502.125000 Penalty: 3130.700684
	Iteration 27Q: 3 clusters Score -1928502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1928539.375000 Penalty: 3130.700684
	Iteration 28Q: 3 clusters Score -1928539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1928576.875000 Penalty: 3130.700684
	Iteration 29Q: 3 clusters Score -1928577 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1928633.500000 Penalty: 3130.700684
	Iteration 30Q: 3 clusters Score -1928634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1928688.250000 Penalty: 3130.700684
	Iteration 31Q: 3 clusters Score -1928688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1928755.750000 Penalty: 3130.700684
	Iteration 32Q: 3 clusters Score -1928756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1928797.250000 Penalty: 3130.700684
	Iteration 33Q: 3 clusters Score -1928797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1928819.000000 Penalty: 3130.700684
	Iteration 34Q: 3 clusters Score -1928819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1928841.375000 Penalty: 3130.700684
	Iteration 35Q: 3 clusters Score -1928841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1928855.500000 Penalty: 3130.700684
	Iteration 36Q: 3 clusters Score -1928856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1928868.625000 Penalty: 3130.700684
	Iteration 37Q: 3 clusters Score -1928869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1928879.500000 Penalty: 3130.700684
	Iteration 38Q: 3 clusters Score -1928880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1928883.625000 Penalty: 3130.700684
	Iteration 39Q: 3 clusters Score -1928884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1928890.625000 Penalty: 3130.700684
	Iteration 40F: 3 clusters Score -1928891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1928898.250000 Penalty: 3130.700684
	Iteration 41Q: 3 clusters Score -1928898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1928904.750000 Penalty: 3130.700684
	Iteration 42Q: 3 clusters Score -1928905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1928911.125000 Penalty: 3130.700684
	Iteration 43Q: 3 clusters Score -1928911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1928916.500000 Penalty: 3130.700684
	Iteration 44Q: 3 clusters Score -1928916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1928926.750000 Penalty: 3130.700684
	Iteration 45Q: 3 clusters Score -1928927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1928930.875000 Penalty: 3130.700684
	Iteration 46Q: 3 clusters Score -1928931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1928934.375000 Penalty: 3130.700684
	Iteration 47Q: 3 clusters Score -1928934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1928941.250000 Penalty: 3130.700684
	Iteration 48Q: 3 clusters Score -1928941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1928944.375000 Penalty: 3130.700684
	Iteration 49Q: 3 clusters Score -1928944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1928943.000000 Penalty: 3130.700684
	Iteration 50Q: 3 clusters Score -1928943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1928949.750000 Penalty: 3130.700684
	Iteration 51Q: 3 clusters Score -1928950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1928950.750000 Penalty: 3130.700684
	Iteration 52Q: 3 clusters Score -1928951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1928950.000000 Penalty: 3130.700684
	Iteration 53Q: 3 clusters Score -1928950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1928951.500000 Penalty: 3130.700684
	Iteration 54Q: 3 clusters Score -1928952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1928951.500000 Penalty: 3130.700684
	Iteration 55F: 3 clusters Score -1928952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Entering Unmasked Estep 
Score: -2031195.250000 Penalty: 1565.616211
	Iteration 0F: 2 clusters Score -2031195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2020693.125000 Penalty: 3131.232422
	Iteration 0F: 3 clusters Score -2020693 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2024336.000000 Penalty: 3131.232422
	Iteration 1F: 3 clusters Score -2024336 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2024617.625000 Penalty: 3131.232422
	Iteration 2F: 3 clusters Score -2024618 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2024854.250000 Penalty: 3131.232422
	Iteration 3Q: 3 clusters Score -2024854 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2025049.875000 Penalty: 3131.232422
	Iteration 4Q: 3 clusters Score -2025050 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2025239.125000 Penalty: 3131.232422
	Iteration 5Q: 3 clusters Score -2025239 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2025455.875000 Penalty: 3131.232422
	Iteration 6Q: 3 clusters Score -2025456 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2025738.125000 Penalty: 3131.232422
	Iteration 7Q: 3 clusters Score -2025738 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2026074.000000 Penalty: 3131.232422
	Iteration 8Q: 3 clusters Score -2026074 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2026589.500000 Penalty: 3131.232422
	Iteration 9F: 3 clusters Score -2026590 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2027207.000000 Penalty: 3131.232422
	Iteration 10F: 3 clusters Score -2027207 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2027917.750000 Penalty: 3131.232422
	Iteration 11F: 3 clusters Score -2027918 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2028575.375000 Penalty: 3131.232422
	Iteration 12F: 3 clusters Score -2028575 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2029108.000000 Penalty: 3131.232422
	Iteration 13Q: 3 clusters Score -2029108 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2029430.250000 Penalty: 3131.232422
	Iteration 14Q: 3 clusters Score -2029430 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2029591.000000 Penalty: 3131.232422
	Iteration 15Q: 3 clusters Score -2029591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2029700.375000 Penalty: 3131.232422
	Iteration 16Q: 3 clusters Score -2029700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2029740.125000 Penalty: 3131.232422
	Iteration 17Q: 3 clusters Score -2029740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2029771.875000 Penalty: 3131.232422
	Iteration 18Q: 3 clusters Score -2029772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2029789.875000 Penalty: 3131.232422
	Iteration 19Q: 3 clusters Score -2029790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2029803.625000 Penalty: 3131.232422
	Iteration 20F: 3 clusters Score -2029804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2029806.500000 Penalty: 3131.232422
	Iteration 21Q: 3 clusters Score -2029806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2029815.750000 Penalty: 3131.232422
	Iteration 22Q: 3 clusters Score -2029816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2029817.625000 Penalty: 3131.232422
	Iteration 23Q: 3 clusters Score -2029818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2029820.750000 Penalty: 3131.232422
	Iteration 24Q: 3 clusters Score -2029821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2029820.750000 Penalty: 3131.232422
	Iteration 25F: 3 clusters Score -2029821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -157600.687500 Penalty: 1180.291016
	Iteration 0F: 2 clusters Score -157600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155875.562500 Penalty: 2360.582031
	Iteration 0F: 3 clusters Score -155875.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156207.625000 Penalty: 2360.582031
	Iteration 1F: 3 clusters Score -156207.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156395.718750 Penalty: 2360.582031
	Iteration 2F: 3 clusters Score -156395.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -156562.906250 Penalty: 2360.582031
	Iteration 3F: 3 clusters Score -156562.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -156678.765625 Penalty: 2360.582031
	Iteration 4F: 3 clusters Score -156678.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156788.156250 Penalty: 2360.582031
	Iteration 5Q: 3 clusters Score -156788.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -156890.500000 Penalty: 2360.582031
	Iteration 6F: 3 clusters Score -156890.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -156956.734375 Penalty: 2360.582031
	Iteration 7Q: 3 clusters Score -156956.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157015.750000 Penalty: 2360.582031
	Iteration 8Q: 3 clusters Score -157015.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157064.328125 Penalty: 2360.582031
	Iteration 9Q: 3 clusters Score -157064.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157079.421875 Penalty: 2360.582031
	Iteration 10Q: 3 clusters Score -157079.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157087.375000 Penalty: 2360.582031
	Iteration 11Q: 3 clusters Score -157087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157090.031250 Penalty: 2360.582031
	Iteration 12Q: 3 clusters Score -157090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157091.093750 Penalty: 2360.582031
	Iteration 13Q: 3 clusters Score -157091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157093.218750 Penalty: 2360.582031
	Iteration 14Q: 3 clusters Score -157093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157094.828125 Penalty: 2360.582031
	Iteration 15Q: 3 clusters Score -157094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157095.062500 Penalty: 2360.582031
	Iteration 16Q: 3 clusters Score -157095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -157095.062500 Penalty: 2360.582031
	Iteration 17F: 3 clusters Score -157095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Entering Unmasked Estep 
Score: -2572149.750000 Penalty: 1607.642456
	Iteration 0F: 2 clusters Score -2572150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2558835.250000 Penalty: 3215.284912
	Iteration 0F: 3 clusters Score -2558835 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2563643.500000 Penalty: 3215.284912
	Iteration 1F: 3 clusters Score -2563644 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2563979.250000 Penalty: 3215.284912
	Iteration 2Q: 3 clusters Score -2563979 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2564261.250000 Penalty: 3215.284912
	Iteration 3Q: 3 clusters Score -2564261 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2564491.000000 Penalty: 3215.284912
	Iteration 4Q: 3 clusters Score -2564491 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2564778.250000 Penalty: 3215.284912
	Iteration 5Q: 3 clusters Score -2564778 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2565100.500000 Penalty: 3215.284912
	Iteration 6Q: 3 clusters Score -2565100 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2565496.750000 Penalty: 3215.284912
	Iteration 7Q: 3 clusters Score -2565497 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2565958.500000 Penalty: 3215.284912
	Iteration 8Q: 3 clusters Score -2565958 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2566428.750000 Penalty: 3215.284912
	Iteration 9Q: 3 clusters Score -2566429 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2566933.250000 Penalty: 3215.284912
	Iteration 10Q: 3 clusters Score -2566933 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2567441.000000 Penalty: 3215.284912
	Iteration 11Q: 3 clusters Score -2567441 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2567884.000000 Penalty: 3215.284912
	Iteration 12Q: 3 clusters Score -2567884 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2568362.000000 Penalty: 3215.284912
	Iteration 13Q: 3 clusters Score -2568362 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2568862.000000 Penalty: 3215.284912
	Iteration 14Q: 3 clusters Score -2568862 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2569229.500000 Penalty: 3215.284912
	Iteration 15Q: 3 clusters Score -2569230 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2569487.750000 Penalty: 3215.284912
	Iteration 16Q: 3 clusters Score -2569488 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2569684.250000 Penalty: 3215.284912
	Iteration 17Q: 3 clusters Score -2569684 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2569847.250000 Penalty: 3215.284912
	Iteration 18Q: 3 clusters Score -2569847 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2569990.750000 Penalty: 3215.284912
	Iteration 19Q: 3 clusters Score -2569991 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2570120.000000 Penalty: 3215.284912
	Iteration 20F: 3 clusters Score -2570120 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2570247.250000 Penalty: 3215.284912
	Iteration 21Q: 3 clusters Score -2570247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2570337.000000 Penalty: 3215.284912
	Iteration 22Q: 3 clusters Score -2570337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2570417.750000 Penalty: 3215.284912
	Iteration 23Q: 3 clusters Score -2570418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2570489.250000 Penalty: 3215.284912
	Iteration 24Q: 3 clusters Score -2570489 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2570535.250000 Penalty: 3215.284912
	Iteration 25Q: 3 clusters Score -2570535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2570558.250000 Penalty: 3215.284912
	Iteration 26Q: 3 clusters Score -2570558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2570583.250000 Penalty: 3215.284912
	Iteration 27Q: 3 clusters Score -2570583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2570592.000000 Penalty: 3215.284912
	Iteration 28Q: 3 clusters Score -2570592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2570601.000000 Penalty: 3215.284912
	Iteration 29Q: 3 clusters Score -2570601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2570618.500000 Penalty: 3215.284912
	Iteration 30Q: 3 clusters Score -2570618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2570631.250000 Penalty: 3215.284912
	Iteration 31Q: 3 clusters Score -2570631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2570648.250000 Penalty: 3215.284912
	Iteration 32Q: 3 clusters Score -2570648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2570659.500000 Penalty: 3215.284912
	Iteration 33Q: 3 clusters Score -2570660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2570669.250000 Penalty: 3215.284912
	Iteration 34Q: 3 clusters Score -2570669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2570674.500000 Penalty: 3215.284912
	Iteration 35Q: 3 clusters Score -2570674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2570683.000000 Penalty: 3215.284912
	Iteration 36Q: 3 clusters Score -2570683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2570683.750000 Penalty: 3215.284912
	Iteration 37Q: 3 clusters Score -2570684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2570684.000000 Penalty: 3215.284912
	Iteration 38Q: 3 clusters Score -2570684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2570688.000000 Penalty: 3215.284912
	Iteration 39Q: 3 clusters Score -2570688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2570687.000000 Penalty: 3215.284912
	Iteration 40F: 3 clusters Score -2570687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2570692.750000 Penalty: 3215.284912
	Iteration 41Q: 3 clusters Score -2570693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2570702.000000 Penalty: 3215.284912
	Iteration 42Q: 3 clusters Score -2570702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2570706.000000 Penalty: 3215.284912
	Iteration 43Q: 3 clusters Score -2570706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2570712.000000 Penalty: 3215.284912
	Iteration 44Q: 3 clusters Score -2570712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2570714.000000 Penalty: 3215.284912
	Iteration 45Q: 3 clusters Score -2570714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2570716.250000 Penalty: 3215.284912
	Iteration 46Q: 3 clusters Score -2570716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2570721.250000 Penalty: 3215.284912
	Iteration 47Q: 3 clusters Score -2570721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2570725.000000 Penalty: 3215.284912
	Iteration 48Q: 3 clusters Score -2570725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2570723.500000 Penalty: 3215.284912
	Iteration 49Q: 3 clusters Score -2570724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2570728.000000 Penalty: 3215.284912
	Iteration 50Q: 3 clusters Score -2570728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2570729.750000 Penalty: 3215.284912
	Iteration 51Q: 3 clusters Score -2570730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2570733.500000 Penalty: 3215.284912
	Iteration 52Q: 3 clusters Score -2570734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2570735.750000 Penalty: 3215.284912
	Iteration 53Q: 3 clusters Score -2570736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2570739.250000 Penalty: 3215.284912
	Iteration 54Q: 3 clusters Score -2570739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2570737.500000 Penalty: 3215.284912
	Iteration 55Q: 3 clusters Score -2570738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2570737.000000 Penalty: 3215.284912
	Iteration 56Q: 3 clusters Score -2570737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2570738.250000 Penalty: 3215.284912
	Iteration 57Q: 3 clusters Score -2570738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2570738.000000 Penalty: 3215.284912
	Iteration 58Q: 3 clusters Score -2570738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2570738.000000 Penalty: 3215.284912
	Iteration 59F: 3 clusters Score -2570738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -337358.062500 Penalty: 1283.793213
	Iteration 0F: 2 clusters Score -337358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -334824.968750 Penalty: 2567.586426
	Iteration 0F: 3 clusters Score -334825 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -335433.593750 Penalty: 2567.586426
	Iteration 1F: 3 clusters Score -335433.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -335558.375000 Penalty: 2567.586426
	Iteration 2F: 3 clusters Score -335558.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -335653.343750 Penalty: 2567.586426
	Iteration 3F: 3 clusters Score -335653.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -335736.218750 Penalty: 2567.586426
	Iteration 4Q: 3 clusters Score -335736.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -335818.031250 Penalty: 2567.586426
	Iteration 5Q: 3 clusters Score -335818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -335892.343750 Penalty: 2567.586426
	Iteration 6Q: 3 clusters Score -335892.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -335970.218750 Penalty: 2567.586426
	Iteration 7Q: 3 clusters Score -335970.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -336040.125000 Penalty: 2567.586426
	Iteration 8Q: 3 clusters Score -336040.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -336116.000000 Penalty: 2567.586426
	Iteration 9Q: 3 clusters Score -336116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -336190.281250 Penalty: 2567.586426
	Iteration 10Q: 3 clusters Score -336190.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -336302.281250 Penalty: 2567.586426
	Iteration 11Q: 3 clusters Score -336302.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -336436.031250 Penalty: 2567.586426
	Iteration 12Q: 3 clusters Score -336436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -336576.281250 Penalty: 2567.586426
	Iteration 13Q: 3 clusters Score -336576.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336772.750000 Penalty: 2567.586426
	Iteration 14Q: 3 clusters Score -336772.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -337004.843750 Penalty: 2567.586426
	Iteration 15Q: 3 clusters Score -337004.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -337248.656250 Penalty: 2567.586426
	Iteration 16Q: 3 clusters Score -337248.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337353.875000 Penalty: 2567.586426
	Iteration 17Q: 3 clusters Score -337353.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -337378.000000 Penalty: 2567.586426
	Iteration 18Q: 3 clusters Score -337378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -337384.468750 Penalty: 2567.586426
	Iteration 19Q: 3 clusters Score -337384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -337388.031250 Penalty: 2567.586426
	Iteration 20F: 3 clusters Score -337388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -337389.812500 Penalty: 2567.586426
	Iteration 21Q: 3 clusters Score -337389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -337389.812500 Penalty: 2567.586426
	Iteration 22F: 3 clusters Score -337389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 73651 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 12264 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 52050 members 
Mstep: Class 12 contains 48031 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 5640 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 47099 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19795 members 
Mstep: Class 23 contains 1368 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6350 members 
Mstep: Class 26 contains 12294 members 
Mstep: Class 27 contains 12258 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7631 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68795 members 
Mstep: Class 33 contains 9943 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 6248 members 
Mstep: Class 37 contains 14965 members 
Mstep: Class 38 contains 72077 members 
Mstep: Class 39 contains 52318 members 
Mstep: Class 40 contains 47983 members 
Mstep: Class 41 contains 58073 members 
Mstep: Class 42 contains 86493 members 
Mstep: Class 43 contains 76851 members 
Mstep: Class 44 contains 1330 members 
Entering Unmasked Estep 
Score: -127791160.000000 Penalty: 98784.976562
Splitting cluster 23 changes total score from -127792632.000000 to -127791160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -479586.281250 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -479586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -476441.906250 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -476441.9 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -477357.437500 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -477357.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -477645.625000 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -477645.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -477968.250000 Penalty: 2672.155273
	Iteration 3F: 3 clusters Score -477968.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -478296.281250 Penalty: 2672.155273
	Iteration 4F: 3 clusters Score -478296.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -478564.281250 Penalty: 2672.155273
	Iteration 5F: 3 clusters Score -478564.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -478741.500000 Penalty: 2672.155273
	Iteration 6F: 3 clusters Score -478741.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -478865.625000 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -478865.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -478948.718750 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -478948.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -479008.031250 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -479008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -479051.093750 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -479051.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -479097.062500 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -479097.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -479134.281250 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -479134.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -479164.468750 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -479164.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -479199.406250 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -479199.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -479230.968750 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -479231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -479251.687500 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -479251.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -479276.031250 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -479276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -479292.812500 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -479292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -479305.687500 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -479305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -479311.343750 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -479311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -479313.062500 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -479313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -479316.000000 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -479316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -479316.000000 Penalty: 2672.155273
	Iteration 23F: 3 clusters Score -479316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -843860.562500 Penalty: 1422.884155
	Iteration 0F: 2 clusters Score -843860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -839044.000000 Penalty: 2845.768311
	Iteration 0F: 3 clusters Score -839044 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -840424.375000 Penalty: 2845.768311
	Iteration 1F: 3 clusters Score -840424.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -840649.250000 Penalty: 2845.768311
	Iteration 2F: 3 clusters Score -840649.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -840808.437500 Penalty: 2845.768311
	Iteration 3F: 3 clusters Score -840808.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -840947.437500 Penalty: 2845.768311
	Iteration 4Q: 3 clusters Score -840947.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -841054.812500 Penalty: 2845.768311
	Iteration 5Q: 3 clusters Score -841054.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -841160.187500 Penalty: 2845.768311
	Iteration 6Q: 3 clusters Score -841160.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -841276.375000 Penalty: 2845.768311
	Iteration 7Q: 3 clusters Score -841276.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -841418.250000 Penalty: 2845.768311
	Iteration 8Q: 3 clusters Score -841418.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -841581.562500 Penalty: 2845.768311
	Iteration 9Q: 3 clusters Score -841581.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -841735.562500 Penalty: 2845.768311
	Iteration 10Q: 3 clusters Score -841735.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -841915.250000 Penalty: 2845.768311
	Iteration 11Q: 3 clusters Score -841915.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -842087.437500 Penalty: 2845.768311
	Iteration 12Q: 3 clusters Score -842087.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -842217.375000 Penalty: 2845.768311
	Iteration 13Q: 3 clusters Score -842217.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -842321.000000 Penalty: 2845.768311
	Iteration 14Q: 3 clusters Score -842321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -842402.625000 Penalty: 2845.768311
	Iteration 15Q: 3 clusters Score -842402.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -842468.562500 Penalty: 2845.768311
	Iteration 16Q: 3 clusters Score -842468.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -842511.812500 Penalty: 2845.768311
	Iteration 17Q: 3 clusters Score -842511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -842533.812500 Penalty: 2845.768311
	Iteration 18Q: 3 clusters Score -842533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -842541.937500 Penalty: 2845.768311
	Iteration 19Q: 3 clusters Score -842541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -842554.500000 Penalty: 2845.768311
	Iteration 20F: 3 clusters Score -842554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -842560.125000 Penalty: 2845.768311
	Iteration 21Q: 3 clusters Score -842560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -842566.937500 Penalty: 2845.768311
	Iteration 22Q: 3 clusters Score -842566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -842569.750000 Penalty: 2845.768311
	Iteration 23Q: 3 clusters Score -842569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -842575.062500 Penalty: 2845.768311
	Iteration 24Q: 3 clusters Score -842575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -842578.562500 Penalty: 2845.768311
	Iteration 25Q: 3 clusters Score -842578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -842584.250000 Penalty: 2845.768311
	Iteration 26Q: 3 clusters Score -842584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -842586.312500 Penalty: 2845.768311
	Iteration 27Q: 3 clusters Score -842586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -842589.500000 Penalty: 2845.768311
	Iteration 28Q: 3 clusters Score -842589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -842589.687500 Penalty: 2845.768311
	Iteration 29Q: 3 clusters Score -842589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -842589.875000 Penalty: 2845.768311
	Iteration 30Q: 3 clusters Score -842589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -842592.062500 Penalty: 2845.768311
	Iteration 31Q: 3 clusters Score -842592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -842596.312500 Penalty: 2845.768311
	Iteration 32Q: 3 clusters Score -842596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -842595.875000 Penalty: 2845.768311
	Iteration 33Q: 3 clusters Score -842595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -842598.625000 Penalty: 2845.768311
	Iteration 34Q: 3 clusters Score -842598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -842601.062500 Penalty: 2845.768311
	Iteration 35Q: 3 clusters Score -842601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -842604.812500 Penalty: 2845.768311
	Iteration 36Q: 3 clusters Score -842604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -842608.937500 Penalty: 2845.768311
	Iteration 37Q: 3 clusters Score -842608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -842610.812500 Penalty: 2845.768311
	Iteration 38Q: 3 clusters Score -842610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -842613.687500 Penalty: 2845.768311
	Iteration 39Q: 3 clusters Score -842613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -842613.687500 Penalty: 2845.768311
	Iteration 40F: 3 clusters Score -842613.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Entering Unmasked Estep 
Score: -1541083.125000 Penalty: 1530.240723
	Iteration 0F: 2 clusters Score -1541083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1532376.375000 Penalty: 3060.481445
	Iteration 0F: 3 clusters Score -1532376 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1535296.750000 Penalty: 3060.481445
	Iteration 1F: 3 clusters Score -1535297 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1535574.125000 Penalty: 3060.481445
	Iteration 2F: 3 clusters Score -1535574 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1535768.000000 Penalty: 3060.481445
	Iteration 3Q: 3 clusters Score -1535768 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1535907.125000 Penalty: 3060.481445
	Iteration 4Q: 3 clusters Score -1535907 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1536010.375000 Penalty: 3060.481445
	Iteration 5Q: 3 clusters Score -1536010 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1536095.875000 Penalty: 3060.481445
	Iteration 6Q: 3 clusters Score -1536096 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1536169.625000 Penalty: 3060.481445
	Iteration 7Q: 3 clusters Score -1536170 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1536230.875000 Penalty: 3060.481445
	Iteration 8Q: 3 clusters Score -1536231 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1536291.750000 Penalty: 3060.481445
	Iteration 9Q: 3 clusters Score -1536292 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1536346.625000 Penalty: 3060.481445
	Iteration 10Q: 3 clusters Score -1536347 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1536404.125000 Penalty: 3060.481445
	Iteration 11Q: 3 clusters Score -1536404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1536452.750000 Penalty: 3060.481445
	Iteration 12Q: 3 clusters Score -1536453 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1536508.875000 Penalty: 3060.481445
	Iteration 13Q: 3 clusters Score -1536509 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1536561.875000 Penalty: 3060.481445
	Iteration 14Q: 3 clusters Score -1536562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1536637.000000 Penalty: 3060.481445
	Iteration 15Q: 3 clusters Score -1536637 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1536705.875000 Penalty: 3060.481445
	Iteration 16Q: 3 clusters Score -1536706 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1536806.750000 Penalty: 3060.481445
	Iteration 17Q: 3 clusters Score -1536807 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1536921.500000 Penalty: 3060.481445
	Iteration 18Q: 3 clusters Score -1536922 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1537057.875000 Penalty: 3060.481445
	Iteration 19Q: 3 clusters Score -1537058 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1537187.625000 Penalty: 3060.481445
	Iteration 20F: 3 clusters Score -1537188 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1537339.125000 Penalty: 3060.481445
	Iteration 21Q: 3 clusters Score -1537339 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1537509.750000 Penalty: 3060.481445
	Iteration 22Q: 3 clusters Score -1537510 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1537647.375000 Penalty: 3060.481445
	Iteration 23Q: 3 clusters Score -1537647 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1537737.875000 Penalty: 3060.481445
	Iteration 24Q: 3 clusters Score -1537738 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1537807.000000 Penalty: 3060.481445
	Iteration 25Q: 3 clusters Score -1537807 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1537851.750000 Penalty: 3060.481445
	Iteration 26Q: 3 clusters Score -1537852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1537879.250000 Penalty: 3060.481445
	Iteration 27Q: 3 clusters Score -1537879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1537894.500000 Penalty: 3060.481445
	Iteration 28Q: 3 clusters Score -1537894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1537905.875000 Penalty: 3060.481445
	Iteration 29Q: 3 clusters Score -1537906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1537909.250000 Penalty: 3060.481445
	Iteration 30Q: 3 clusters Score -1537909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1537918.625000 Penalty: 3060.481445
	Iteration 31Q: 3 clusters Score -1537919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1537925.750000 Penalty: 3060.481445
	Iteration 32Q: 3 clusters Score -1537926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1537935.000000 Penalty: 3060.481445
	Iteration 33Q: 3 clusters Score -1537935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1537938.250000 Penalty: 3060.481445
	Iteration 34Q: 3 clusters Score -1537938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1537939.500000 Penalty: 3060.481445
	Iteration 35Q: 3 clusters Score -1537940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1537946.250000 Penalty: 3060.481445
	Iteration 36Q: 3 clusters Score -1537946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1537954.875000 Penalty: 3060.481445
	Iteration 37Q: 3 clusters Score -1537955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1537963.500000 Penalty: 3060.481445
	Iteration 38Q: 3 clusters Score -1537964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1537978.125000 Penalty: 3060.481445
	Iteration 39Q: 3 clusters Score -1537978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1537989.250000 Penalty: 3060.481445
	Iteration 40F: 3 clusters Score -1537989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1538008.125000 Penalty: 3060.481445
	Iteration 41Q: 3 clusters Score -1538008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1538019.500000 Penalty: 3060.481445
	Iteration 42Q: 3 clusters Score -1538020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1538037.500000 Penalty: 3060.481445
	Iteration 43Q: 3 clusters Score -1538038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1538054.375000 Penalty: 3060.481445
	Iteration 44Q: 3 clusters Score -1538054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1538076.875000 Penalty: 3060.481445
	Iteration 45Q: 3 clusters Score -1538077 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1538104.500000 Penalty: 3060.481445
	Iteration 46Q: 3 clusters Score -1538104 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1538123.125000 Penalty: 3060.481445
	Iteration 47Q: 3 clusters Score -1538123 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1538157.625000 Penalty: 3060.481445
	Iteration 48Q: 3 clusters Score -1538158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1538185.375000 Penalty: 3060.481445
	Iteration 49Q: 3 clusters Score -1538185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1538213.750000 Penalty: 3060.481445
	Iteration 50Q: 3 clusters Score -1538214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1538246.875000 Penalty: 3060.481445
	Iteration 51Q: 3 clusters Score -1538247 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1538286.750000 Penalty: 3060.481445
	Iteration 52Q: 3 clusters Score -1538287 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1538325.125000 Penalty: 3060.481445
	Iteration 53Q: 3 clusters Score -1538325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1538362.000000 Penalty: 3060.481445
	Iteration 54Q: 3 clusters Score -1538362 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1538408.875000 Penalty: 3060.481445
	Iteration 55Q: 3 clusters Score -1538409 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1538458.875000 Penalty: 3060.481445
	Iteration 56Q: 3 clusters Score -1538459 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1538511.125000 Penalty: 3060.481445
	Iteration 57Q: 3 clusters Score -1538511 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1538563.125000 Penalty: 3060.481445
	Iteration 58Q: 3 clusters Score -1538563 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1538620.500000 Penalty: 3060.481445
	Iteration 59Q: 3 clusters Score -1538620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1538690.625000 Penalty: 3060.481445
	Iteration 60F: 3 clusters Score -1538691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1538778.875000 Penalty: 3060.481445
	Iteration 61Q: 3 clusters Score -1538779 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1538881.375000 Penalty: 3060.481445
	Iteration 62Q: 3 clusters Score -1538881 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1538982.625000 Penalty: 3060.481445
	Iteration 63Q: 3 clusters Score -1538983 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1539088.875000 Penalty: 3060.481445
	Iteration 64Q: 3 clusters Score -1539089 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1539208.500000 Penalty: 3060.481445
	Iteration 65Q: 3 clusters Score -1539208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1539300.125000 Penalty: 3060.481445
	Iteration 66Q: 3 clusters Score -1539300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1539396.500000 Penalty: 3060.481445
	Iteration 67Q: 3 clusters Score -1539396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1539507.750000 Penalty: 3060.481445
	Iteration 68Q: 3 clusters Score -1539508 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1539594.000000 Penalty: 3060.481445
	Iteration 69Q: 3 clusters Score -1539594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1539645.250000 Penalty: 3060.481445
	Iteration 70Q: 3 clusters Score -1539645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1539687.125000 Penalty: 3060.481445
	Iteration 71Q: 3 clusters Score -1539687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1539715.875000 Penalty: 3060.481445
	Iteration 72Q: 3 clusters Score -1539716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1539724.750000 Penalty: 3060.481445
	Iteration 73Q: 3 clusters Score -1539725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1539739.625000 Penalty: 3060.481445
	Iteration 74Q: 3 clusters Score -1539740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1539750.750000 Penalty: 3060.481445
	Iteration 75Q: 3 clusters Score -1539751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1539759.125000 Penalty: 3060.481445
	Iteration 76Q: 3 clusters Score -1539759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1539766.375000 Penalty: 3060.481445
	Iteration 77Q: 3 clusters Score -1539766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1539768.000000 Penalty: 3060.481445
	Iteration 78Q: 3 clusters Score -1539768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1539772.875000 Penalty: 3060.481445
	Iteration 79Q: 3 clusters Score -1539773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1539772.750000 Penalty: 3060.481445
	Iteration 80F: 3 clusters Score -1539773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1539775.500000 Penalty: 3060.481445
	Iteration 81Q: 3 clusters Score -1539776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1539775.500000 Penalty: 3060.481445
	Iteration 82F: 3 clusters Score -1539776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Entering Unmasked Estep 
Score: -1639608.875000 Penalty: 1529.764282
	Iteration 0F: 2 clusters Score -1639609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1630943.250000 Penalty: 3059.528564
	Iteration 0F: 3 clusters Score -1630943 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1633846.500000 Penalty: 3059.528564
	Iteration 1F: 3 clusters Score -1633846 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1634042.125000 Penalty: 3059.528564
	Iteration 2Q: 3 clusters Score -1634042 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1634217.125000 Penalty: 3059.528564
	Iteration 3Q: 3 clusters Score -1634217 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1634410.875000 Penalty: 3059.528564
	Iteration 4Q: 3 clusters Score -1634411 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1634591.500000 Penalty: 3059.528564
	Iteration 5Q: 3 clusters Score -1634592 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1634782.250000 Penalty: 3059.528564
	Iteration 6Q: 3 clusters Score -1634782 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1634983.750000 Penalty: 3059.528564
	Iteration 7Q: 3 clusters Score -1634984 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1635232.125000 Penalty: 3059.528564
	Iteration 8Q: 3 clusters Score -1635232 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1635545.000000 Penalty: 3059.528564
	Iteration 9Q: 3 clusters Score -1635545 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1635930.750000 Penalty: 3059.528564
	Iteration 10Q: 3 clusters Score -1635931 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1636405.750000 Penalty: 3059.528564
	Iteration 11F: 3 clusters Score -1636406 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1636946.000000 Penalty: 3059.528564
	Iteration 12F: 3 clusters Score -1636946 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1637437.375000 Penalty: 3059.528564
	Iteration 13Q: 3 clusters Score -1637437 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1637793.750000 Penalty: 3059.528564
	Iteration 14Q: 3 clusters Score -1637794 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1637981.875000 Penalty: 3059.528564
	Iteration 15Q: 3 clusters Score -1637982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1638095.625000 Penalty: 3059.528564
	Iteration 16Q: 3 clusters Score -1638096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1638170.000000 Penalty: 3059.528564
	Iteration 17Q: 3 clusters Score -1638170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1638203.000000 Penalty: 3059.528564
	Iteration 18Q: 3 clusters Score -1638203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1638228.375000 Penalty: 3059.528564
	Iteration 19Q: 3 clusters Score -1638228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1638243.250000 Penalty: 3059.528564
	Iteration 20F: 3 clusters Score -1638243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1638258.125000 Penalty: 3059.528564
	Iteration 21Q: 3 clusters Score -1638258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1638269.250000 Penalty: 3059.528564
	Iteration 22Q: 3 clusters Score -1638269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1638271.750000 Penalty: 3059.528564
	Iteration 23Q: 3 clusters Score -1638272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1638271.750000 Penalty: 3059.528564
	Iteration 24F: 3 clusters Score -1638272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -332705.062500 Penalty: 1278.404663
	Iteration 0F: 2 clusters Score -332705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -330248.000000 Penalty: 2556.809326
	Iteration 0F: 3 clusters Score -330248 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330751.125000 Penalty: 2556.809326
	Iteration 1F: 3 clusters Score -330751.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -330884.312500 Penalty: 2556.809326
	Iteration 2F: 3 clusters Score -330884.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330965.718750 Penalty: 2556.809326
	Iteration 3F: 3 clusters Score -330965.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -331020.906250 Penalty: 2556.809326
	Iteration 4Q: 3 clusters Score -331020.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -331063.031250 Penalty: 2556.809326
	Iteration 5Q: 3 clusters Score -331063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -331090.625000 Penalty: 2556.809326
	Iteration 6Q: 3 clusters Score -331090.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -331108.968750 Penalty: 2556.809326
	Iteration 7Q: 3 clusters Score -331109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -331119.468750 Penalty: 2556.809326
	Iteration 8Q: 3 clusters Score -331119.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -331128.031250 Penalty: 2556.809326
	Iteration 9Q: 3 clusters Score -331128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -331134.156250 Penalty: 2556.809326
	Iteration 10Q: 3 clusters Score -331134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -331139.937500 Penalty: 2556.809326
	Iteration 11Q: 3 clusters Score -331139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -331147.000000 Penalty: 2556.809326
	Iteration 12Q: 3 clusters Score -331147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -331157.062500 Penalty: 2556.809326
	Iteration 13Q: 3 clusters Score -331157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -331161.468750 Penalty: 2556.809326
	Iteration 14Q: 3 clusters Score -331161.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -331165.062500 Penalty: 2556.809326
	Iteration 15Q: 3 clusters Score -331165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -331167.687500 Penalty: 2556.809326
	Iteration 16Q: 3 clusters Score -331167.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -331169.312500 Penalty: 2556.809326
	Iteration 17Q: 3 clusters Score -331169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -331171.531250 Penalty: 2556.809326
	Iteration 18Q: 3 clusters Score -331171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -331173.062500 Penalty: 2556.809326
	Iteration 19Q: 3 clusters Score -331173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -331175.437500 Penalty: 2556.809326
	Iteration 20F: 3 clusters Score -331175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -331177.093750 Penalty: 2556.809326
	Iteration 21Q: 3 clusters Score -331177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -331177.375000 Penalty: 2556.809326
	Iteration 22Q: 3 clusters Score -331177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -331178.125000 Penalty: 2556.809326
	Iteration 23Q: 3 clusters Score -331178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -331178.843750 Penalty: 2556.809326
	Iteration 24Q: 3 clusters Score -331178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -331179.250000 Penalty: 2556.809326
	Iteration 25Q: 3 clusters Score -331179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -331180.312500 Penalty: 2556.809326
	Iteration 26Q: 3 clusters Score -331180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -331180.312500 Penalty: 2556.809326
	Iteration 27F: 3 clusters Score -331180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -1013148.250000 Penalty: 1452.745728
	Iteration 0F: 2 clusters Score -1013148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1007449.062500 Penalty: 2905.491455
	Iteration 0F: 3 clusters Score -1007449 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1009168.812500 Penalty: 2905.491455
	Iteration 1F: 3 clusters Score -1009169 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1009355.687500 Penalty: 2905.491455
	Iteration 2F: 3 clusters Score -1009356 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1009479.312500 Penalty: 2905.491455
	Iteration 3Q: 3 clusters Score -1009479 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1009567.437500 Penalty: 2905.491455
	Iteration 4Q: 3 clusters Score -1009567 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1009640.437500 Penalty: 2905.491455
	Iteration 5Q: 3 clusters Score -1009640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1009703.062500 Penalty: 2905.491455
	Iteration 6Q: 3 clusters Score -1009703 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1009759.125000 Penalty: 2905.491455
	Iteration 7Q: 3 clusters Score -1009759 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1009799.250000 Penalty: 2905.491455
	Iteration 8Q: 3 clusters Score -1009799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1009831.937500 Penalty: 2905.491455
	Iteration 9Q: 3 clusters Score -1009832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1009875.312500 Penalty: 2905.491455
	Iteration 10Q: 3 clusters Score -1009875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1009924.062500 Penalty: 2905.491455
	Iteration 11Q: 3 clusters Score -1009924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1009964.625000 Penalty: 2905.491455
	Iteration 12Q: 3 clusters Score -1009965 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1010008.875000 Penalty: 2905.491455
	Iteration 13Q: 3 clusters Score -1010009 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1010055.375000 Penalty: 2905.491455
	Iteration 14Q: 3 clusters Score -1010055 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1010106.875000 Penalty: 2905.491455
	Iteration 15Q: 3 clusters Score -1010107 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1010168.000000 Penalty: 2905.491455
	Iteration 16Q: 3 clusters Score -1010168 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1010251.687500 Penalty: 2905.491455
	Iteration 17Q: 3 clusters Score -1010252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1010371.687500 Penalty: 2905.491455
	Iteration 18Q: 3 clusters Score -1010372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1010509.187500 Penalty: 2905.491455
	Iteration 19Q: 3 clusters Score -1010509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1010662.187500 Penalty: 2905.491455
	Iteration 20F: 3 clusters Score -1010662 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1010821.687500 Penalty: 2905.491455
	Iteration 21Q: 3 clusters Score -1010822 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1010950.500000 Penalty: 2905.491455
	Iteration 22Q: 3 clusters Score -1010950 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1011082.000000 Penalty: 2905.491455
	Iteration 23Q: 3 clusters Score -1011082 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1011209.625000 Penalty: 2905.491455
	Iteration 24Q: 3 clusters Score -1011210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1011326.875000 Penalty: 2905.491455
	Iteration 25Q: 3 clusters Score -1011327 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1011423.000000 Penalty: 2905.491455
	Iteration 26Q: 3 clusters Score -1011423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1011501.500000 Penalty: 2905.491455
	Iteration 27Q: 3 clusters Score -1011502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1011575.875000 Penalty: 2905.491455
	Iteration 28Q: 3 clusters Score -1011576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1011642.250000 Penalty: 2905.491455
	Iteration 29Q: 3 clusters Score -1011642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1011685.750000 Penalty: 2905.491455
	Iteration 30Q: 3 clusters Score -1011686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1011711.687500 Penalty: 2905.491455
	Iteration 31Q: 3 clusters Score -1011712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1011734.812500 Penalty: 2905.491455
	Iteration 32Q: 3 clusters Score -1011735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1011752.625000 Penalty: 2905.491455
	Iteration 33Q: 3 clusters Score -1011753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1011768.187500 Penalty: 2905.491455
	Iteration 34Q: 3 clusters Score -1011768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1011781.125000 Penalty: 2905.491455
	Iteration 35Q: 3 clusters Score -1011781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1011789.875000 Penalty: 2905.491455
	Iteration 36Q: 3 clusters Score -1011790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1011801.062500 Penalty: 2905.491455
	Iteration 37Q: 3 clusters Score -1011801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1011811.437500 Penalty: 2905.491455
	Iteration 38Q: 3 clusters Score -1011811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1011822.875000 Penalty: 2905.491455
	Iteration 39Q: 3 clusters Score -1011823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1011830.875000 Penalty: 2905.491455
	Iteration 40F: 3 clusters Score -1011831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1011838.187500 Penalty: 2905.491455
	Iteration 41Q: 3 clusters Score -1011838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1011849.375000 Penalty: 2905.491455
	Iteration 42Q: 3 clusters Score -1011849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1011860.062500 Penalty: 2905.491455
	Iteration 43Q: 3 clusters Score -1011860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1011868.000000 Penalty: 2905.491455
	Iteration 44Q: 3 clusters Score -1011868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1011870.625000 Penalty: 2905.491455
	Iteration 45Q: 3 clusters Score -1011871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1011873.625000 Penalty: 2905.491455
	Iteration 46Q: 3 clusters Score -1011874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1011876.812500 Penalty: 2905.491455
	Iteration 47Q: 3 clusters Score -1011877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1011879.375000 Penalty: 2905.491455
	Iteration 48Q: 3 clusters Score -1011879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1011879.812500 Penalty: 2905.491455
	Iteration 49Q: 3 clusters Score -1011880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1011881.562500 Penalty: 2905.491455
	Iteration 50Q: 3 clusters Score -1011882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1011882.687500 Penalty: 2905.491455
	Iteration 51Q: 3 clusters Score -1011883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1011882.812500 Penalty: 2905.491455
	Iteration 52Q: 3 clusters Score -1011883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1011882.812500 Penalty: 2905.491455
	Iteration 53F: 3 clusters Score -1011883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7220.799805 Penalty: 779.315979
	Iteration 0F: 2 clusters Score -7220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6720.573242 Penalty: 1558.631958
	Iteration 0F: 3 clusters Score -6720.573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6818.700684 Penalty: 1558.631958
	Iteration 1F: 3 clusters Score -6818.701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6866.312988 Penalty: 1558.631958
	Iteration 2F: 3 clusters Score -6866.313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6903.527832 Penalty: 1558.631958
	Iteration 3Q: 3 clusters Score -6903.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6959.540039 Penalty: 1558.631958
	Iteration 4Q: 3 clusters Score -6959.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6962.805176 Penalty: 1558.631958
	Iteration 5F: 3 clusters Score -6962.805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6978.961914 Penalty: 1558.631958
	Iteration 6Q: 3 clusters Score -6978.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7018.817871 Penalty: 1558.631958
	Iteration 7Q: 3 clusters Score -7018.818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7038.198242 Penalty: 1558.631958
	Iteration 8Q: 3 clusters Score -7038.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7038.198242 Penalty: 1558.631958
	Iteration 9F: 3 clusters Score -7038.198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -618563.250000 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -618563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -614693.125000 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -614693.1 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -615734.500000 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -615734.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -615928.562500 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -615928.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -616094.000000 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -616094 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -616258.312500 Penalty: 2756.710938
	Iteration 4F: 3 clusters Score -616258.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -616430.812500 Penalty: 2756.710938
	Iteration 5F: 3 clusters Score -616430.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -616638.812500 Penalty: 2756.710938
	Iteration 6F: 3 clusters Score -616638.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -616840.000000 Penalty: 2756.710938
	Iteration 7F: 3 clusters Score -616840 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -616980.187500 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -616980.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -617076.812500 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -617076.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -617132.375000 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -617132.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -617155.375000 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -617155.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -617175.250000 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -617175.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -617187.812500 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -617187.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -617194.625000 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -617194.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -617198.937500 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -617198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -617203.812500 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -617203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -617205.937500 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -617205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -617210.937500 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -617210.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -617217.750000 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -617217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -617223.687500 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -617223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -617227.125000 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -617227.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -617234.062500 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -617234.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -617243.437500 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -617243.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -617249.312500 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -617249.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -617256.375000 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -617256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -617259.437500 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -617259.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -617263.687500 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -617263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -617268.750000 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -617268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -617271.125000 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -617271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -617274.250000 Penalty: 2756.710938
	Iteration 30Q: 3 clusters Score -617274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -617276.500000 Penalty: 2756.710938
	Iteration 31Q: 3 clusters Score -617276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -617277.875000 Penalty: 2756.710938
	Iteration 32Q: 3 clusters Score -617277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -617280.750000 Penalty: 2756.710938
	Iteration 33Q: 3 clusters Score -617280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -617281.062500 Penalty: 2756.710938
	Iteration 34Q: 3 clusters Score -617281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -617283.375000 Penalty: 2756.710938
	Iteration 35Q: 3 clusters Score -617283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -617284.812500 Penalty: 2756.710938
	Iteration 36Q: 3 clusters Score -617284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -617285.500000 Penalty: 2756.710938
	Iteration 37Q: 3 clusters Score -617285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -617287.000000 Penalty: 2756.710938
	Iteration 38Q: 3 clusters Score -617287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -617288.625000 Penalty: 2756.710938
	Iteration 39Q: 3 clusters Score -617288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -617289.125000 Penalty: 2756.710938
	Iteration 40F: 3 clusters Score -617289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -617292.625000 Penalty: 2756.710938
	Iteration 41Q: 3 clusters Score -617292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -617293.250000 Penalty: 2756.710938
	Iteration 42Q: 3 clusters Score -617293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -617293.250000 Penalty: 2756.710938
	Iteration 43F: 3 clusters Score -617293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Entering Unmasked Estep 
Score: -9105329.000000 Penalty: 1810.069092
	Iteration 0F: 2 clusters Score -9105329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -9060221.000000 Penalty: 3620.138184
	Iteration 0F: 3 clusters Score -9060221 nChanged 32565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -9078827.000000 Penalty: 3620.138184
	Iteration 1F: 3 clusters Score -9078827 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -9079404.000000 Penalty: 3620.138184
	Iteration 2Q: 3 clusters Score -9079404 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -9080062.000000 Penalty: 3620.138184
	Iteration 3Q: 3 clusters Score -9080062 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -9081045.000000 Penalty: 3620.138184
	Iteration 4Q: 3 clusters Score -9081045 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -9082291.000000 Penalty: 3620.138184
	Iteration 5Q: 3 clusters Score -9082291 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -9084062.000000 Penalty: 3620.138184
	Iteration 6F: 3 clusters Score -9084062 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -9086418.000000 Penalty: 3620.138184
	Iteration 7F: 3 clusters Score -9086418 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -9089411.000000 Penalty: 3620.138184
	Iteration 8F: 3 clusters Score -9089411 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -9092293.000000 Penalty: 3620.138184
	Iteration 9F: 3 clusters Score -9092293 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -9094422.000000 Penalty: 3620.138184
	Iteration 10Q: 3 clusters Score -9094422 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -9095714.000000 Penalty: 3620.138184
	Iteration 11Q: 3 clusters Score -9095714 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -9096521.000000 Penalty: 3620.138184
	Iteration 12Q: 3 clusters Score -9096521 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -9097335.000000 Penalty: 3620.138184
	Iteration 13Q: 3 clusters Score -9097335 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -9098208.000000 Penalty: 3620.138184
	Iteration 14Q: 3 clusters Score -9098208 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -9099203.000000 Penalty: 3620.138184
	Iteration 15Q: 3 clusters Score -9099203 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -9100271.000000 Penalty: 3620.138184
	Iteration 16Q: 3 clusters Score -9100271 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -9101345.000000 Penalty: 3620.138184
	Iteration 17Q: 3 clusters Score -9101345 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -9102203.000000 Penalty: 3620.138184
	Iteration 18Q: 3 clusters Score -9102203 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -9102871.000000 Penalty: 3620.138184
	Iteration 19Q: 3 clusters Score -9102871 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -9103432.000000 Penalty: 3620.138184
	Iteration 20F: 3 clusters Score -9103432 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -9103794.000000 Penalty: 3620.138184
	Iteration 21Q: 3 clusters Score -9103794 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -9103994.000000 Penalty: 3620.138184
	Iteration 22Q: 3 clusters Score -9103994 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -9104096.000000 Penalty: 3620.138184
	Iteration 23Q: 3 clusters Score -9104096 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -9104176.000000 Penalty: 3620.138184
	Iteration 24Q: 3 clusters Score -9104176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -9104169.000000 Penalty: 3620.138184
	Iteration 25Q: 3 clusters Score -9104169 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -9104181.000000 Penalty: 3620.138184
	Iteration 26Q: 3 clusters Score -9104181 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -9104179.000000 Penalty: 3620.138184
	Iteration 27Q: 3 clusters Score -9104179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -9104207.000000 Penalty: 3620.138184
	Iteration 28Q: 3 clusters Score -9104207 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -9104212.000000 Penalty: 3620.138184
	Iteration 29Q: 3 clusters Score -9104212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -9104191.000000 Penalty: 3620.138184
	Iteration 30Q: 3 clusters Score -9104191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -9104180.000000 Penalty: 3620.138184
	Iteration 31Q: 3 clusters Score -9104180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -9104181.000000 Penalty: 3620.138184
	Iteration 32Q: 3 clusters Score -9104181 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -9104178.000000 Penalty: 3620.138184
	Iteration 33Q: 3 clusters Score -9104178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -9104167.000000 Penalty: 3620.138184
	Iteration 34Q: 3 clusters Score -9104167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 3620.138184
	Iteration 35Q: 3 clusters Score -9104182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -9104168.000000 Penalty: 3620.138184
	Iteration 36Q: 3 clusters Score -9104168 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -9104162.000000 Penalty: 3620.138184
	Iteration 37Q: 3 clusters Score -9104162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -9104150.000000 Penalty: 3620.138184
	Iteration 38Q: 3 clusters Score -9104150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -9104148.000000 Penalty: 3620.138184
	Iteration 39Q: 3 clusters Score -9104148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -9104156.000000 Penalty: 3620.138184
	Iteration 40F: 3 clusters Score -9104156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -9104165.000000 Penalty: 3620.138184
	Iteration 41Q: 3 clusters Score -9104165 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -9104180.000000 Penalty: 3620.138184
	Iteration 42Q: 3 clusters Score -9104180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -9104174.000000 Penalty: 3620.138184
	Iteration 43Q: 3 clusters Score -9104174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -9104154.000000 Penalty: 3620.138184
	Iteration 44Q: 3 clusters Score -9104154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -9104149.000000 Penalty: 3620.138184
	Iteration 45Q: 3 clusters Score -9104149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -9104152.000000 Penalty: 3620.138184
	Iteration 46Q: 3 clusters Score -9104152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -9104150.000000 Penalty: 3620.138184
	Iteration 47Q: 3 clusters Score -9104150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -9104153.000000 Penalty: 3620.138184
	Iteration 48Q: 3 clusters Score -9104153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -9104151.000000 Penalty: 3620.138184
	Iteration 49Q: 3 clusters Score -9104151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -9104135.000000 Penalty: 3620.138184
	Iteration 50Q: 3 clusters Score -9104135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -9104126.000000 Penalty: 3620.138184
	Iteration 51Q: 3 clusters Score -9104126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -9104162.000000 Penalty: 3620.138184
	Iteration 52Q: 3 clusters Score -9104162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -9104178.000000 Penalty: 3620.138184
	Iteration 53Q: 3 clusters Score -9104178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -9104188.000000 Penalty: 3620.138184
	Iteration 54Q: 3 clusters Score -9104188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -9104177.000000 Penalty: 3620.138184
	Iteration 55Q: 3 clusters Score -9104177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -9104187.000000 Penalty: 3620.138184
	Iteration 56Q: 3 clusters Score -9104187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -9104177.000000 Penalty: 3620.138184
	Iteration 57Q: 3 clusters Score -9104177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -9104176.000000 Penalty: 3620.138184
	Iteration 58Q: 3 clusters Score -9104176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -9104178.000000 Penalty: 3620.138184
	Iteration 59Q: 3 clusters Score -9104178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -9104176.000000 Penalty: 3620.138184
	Iteration 60F: 3 clusters Score -9104176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -9104163.000000 Penalty: 3620.138184
	Iteration 61Q: 3 clusters Score -9104163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -9104167.000000 Penalty: 3620.138184
	Iteration 62Q: 3 clusters Score -9104167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -9104170.000000 Penalty: 3620.138184
	Iteration 63Q: 3 clusters Score -9104170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -9104185.000000 Penalty: 3620.138184
	Iteration 64Q: 3 clusters Score -9104185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -9104202.000000 Penalty: 3620.138184
	Iteration 65Q: 3 clusters Score -9104202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -9104197.000000 Penalty: 3620.138184
	Iteration 66Q: 3 clusters Score -9104197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -9104183.000000 Penalty: 3620.138184
	Iteration 67Q: 3 clusters Score -9104183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -9104208.000000 Penalty: 3620.138184
	Iteration 68Q: 3 clusters Score -9104208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -9104200.000000 Penalty: 3620.138184
	Iteration 69Q: 3 clusters Score -9104200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -9104197.000000 Penalty: 3620.138184
	Iteration 70Q: 3 clusters Score -9104197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -9104181.000000 Penalty: 3620.138184
	Iteration 71Q: 3 clusters Score -9104181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -9104197.000000 Penalty: 3620.138184
	Iteration 72Q: 3 clusters Score -9104197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -9104206.000000 Penalty: 3620.138184
	Iteration 73Q: 3 clusters Score -9104206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -9104206.000000 Penalty: 3620.138184
	Iteration 74Q: 3 clusters Score -9104206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -9104218.000000 Penalty: 3620.138184
	Iteration 75Q: 3 clusters Score -9104218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -9104215.000000 Penalty: 3620.138184
	Iteration 76Q: 3 clusters Score -9104215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -9104210.000000 Penalty: 3620.138184
	Iteration 77Q: 3 clusters Score -9104210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -9104210.000000 Penalty: 3620.138184
	Iteration 78Q: 3 clusters Score -9104210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -9104213.000000 Penalty: 3620.138184
	Iteration 79Q: 3 clusters Score -9104213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -9104233.000000 Penalty: 3620.138184
	Iteration 80F: 3 clusters Score -9104233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -9104238.000000 Penalty: 3620.138184
	Iteration 81Q: 3 clusters Score -9104238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -9104221.000000 Penalty: 3620.138184
	Iteration 82Q: 3 clusters Score -9104221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -9104214.000000 Penalty: 3620.138184
	Iteration 83Q: 3 clusters Score -9104214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -9104232.000000 Penalty: 3620.138184
	Iteration 84Q: 3 clusters Score -9104232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -9104239.000000 Penalty: 3620.138184
	Iteration 85Q: 3 clusters Score -9104239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9104235.000000 Penalty: 3620.138184
	Iteration 86Q: 3 clusters Score -9104235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -9104235.000000 Penalty: 3620.138184
	Iteration 87Q: 3 clusters Score -9104235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -9104242.000000 Penalty: 3620.138184
	Iteration 88Q: 3 clusters Score -9104242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -9104250.000000 Penalty: 3620.138184
	Iteration 89Q: 3 clusters Score -9104250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -9104235.000000 Penalty: 3620.138184
	Iteration 90Q: 3 clusters Score -9104235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -9104234.000000 Penalty: 3620.138184
	Iteration 91Q: 3 clusters Score -9104234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -9104241.000000 Penalty: 3620.138184
	Iteration 92Q: 3 clusters Score -9104241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -9104236.000000 Penalty: 3620.138184
	Iteration 93Q: 3 clusters Score -9104236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -9104230.000000 Penalty: 3620.138184
	Iteration 94Q: 3 clusters Score -9104230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9104253.000000 Penalty: 3620.138184
	Iteration 95Q: 3 clusters Score -9104253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -9104242.000000 Penalty: 3620.138184
	Iteration 96Q: 3 clusters Score -9104242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -9104241.000000 Penalty: 3620.138184
	Iteration 97Q: 3 clusters Score -9104241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -9104235.000000 Penalty: 3620.138184
	Iteration 98Q: 3 clusters Score -9104235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -9104236.000000 Penalty: 3620.138184
	Iteration 99Q: 3 clusters Score -9104236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -9104218.000000 Penalty: 3620.138184
	Iteration 100F: 3 clusters Score -9104218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -9104208.000000 Penalty: 3620.138184
	Iteration 101Q: 3 clusters Score -9104208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -9104216.000000 Penalty: 3620.138184
	Iteration 102Q: 3 clusters Score -9104216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -9104216.000000 Penalty: 3620.138184
	Iteration 103Q: 3 clusters Score -9104216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -9104218.000000 Penalty: 3620.138184
	Iteration 104Q: 3 clusters Score -9104218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -9104213.000000 Penalty: 3620.138184
	Iteration 105Q: 3 clusters Score -9104213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -9104199.000000 Penalty: 3620.138184
	Iteration 106Q: 3 clusters Score -9104199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -9104198.000000 Penalty: 3620.138184
	Iteration 107Q: 3 clusters Score -9104198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -9104203.000000 Penalty: 3620.138184
	Iteration 108Q: 3 clusters Score -9104203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -9104191.000000 Penalty: 3620.138184
	Iteration 109Q: 3 clusters Score -9104191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -9104185.000000 Penalty: 3620.138184
	Iteration 110Q: 3 clusters Score -9104185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -9104201.000000 Penalty: 3620.138184
	Iteration 111Q: 3 clusters Score -9104201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -9104185.000000 Penalty: 3620.138184
	Iteration 112Q: 3 clusters Score -9104185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -9104181.000000 Penalty: 3620.138184
	Iteration 113Q: 3 clusters Score -9104181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -9104166.000000 Penalty: 3620.138184
	Iteration 114Q: 3 clusters Score -9104166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -9104173.000000 Penalty: 3620.138184
	Iteration 115Q: 3 clusters Score -9104173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -9104148.000000 Penalty: 3620.138184
	Iteration 116Q: 3 clusters Score -9104148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -9104142.000000 Penalty: 3620.138184
	Iteration 117Q: 3 clusters Score -9104142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -9104127.000000 Penalty: 3620.138184
	Iteration 118Q: 3 clusters Score -9104127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -9104141.000000 Penalty: 3620.138184
	Iteration 119Q: 3 clusters Score -9104141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -9104147.000000 Penalty: 3620.138184
	Iteration 120F: 3 clusters Score -9104147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -9104149.000000 Penalty: 3620.138184
	Iteration 121Q: 3 clusters Score -9104149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -9104144.000000 Penalty: 3620.138184
	Iteration 122Q: 3 clusters Score -9104144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -9104149.000000 Penalty: 3620.138184
	Iteration 123Q: 3 clusters Score -9104149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -9104153.000000 Penalty: 3620.138184
	Iteration 124Q: 3 clusters Score -9104153 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -9104148.000000 Penalty: 3620.138184
	Iteration 125Q: 3 clusters Score -9104148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -9104144.000000 Penalty: 3620.138184
	Iteration 126Q: 3 clusters Score -9104144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -9104150.000000 Penalty: 3620.138184
	Iteration 127Q: 3 clusters Score -9104150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -9104161.000000 Penalty: 3620.138184
	Iteration 128Q: 3 clusters Score -9104161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -9104178.000000 Penalty: 3620.138184
	Iteration 129Q: 3 clusters Score -9104178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -9104163.000000 Penalty: 3620.138184
	Iteration 130Q: 3 clusters Score -9104163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -9104174.000000 Penalty: 3620.138184
	Iteration 131Q: 3 clusters Score -9104174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -9104189.000000 Penalty: 3620.138184
	Iteration 132Q: 3 clusters Score -9104189 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -9104174.000000 Penalty: 3620.138184
	Iteration 133Q: 3 clusters Score -9104174 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -9104161.000000 Penalty: 3620.138184
	Iteration 134Q: 3 clusters Score -9104161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -9104157.000000 Penalty: 3620.138184
	Iteration 135Q: 3 clusters Score -9104157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -9104178.000000 Penalty: 3620.138184
	Iteration 136Q: 3 clusters Score -9104178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -9104179.000000 Penalty: 3620.138184
	Iteration 137Q: 3 clusters Score -9104179 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -9104174.000000 Penalty: 3620.138184
	Iteration 138Q: 3 clusters Score -9104174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -9104185.000000 Penalty: 3620.138184
	Iteration 139Q: 3 clusters Score -9104185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -9104200.000000 Penalty: 3620.138184
	Iteration 140F: 3 clusters Score -9104200 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -9104201.000000 Penalty: 3620.138184
	Iteration 141Q: 3 clusters Score -9104201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -9104218.000000 Penalty: 3620.138184
	Iteration 142Q: 3 clusters Score -9104218 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -9104200.000000 Penalty: 3620.138184
	Iteration 143Q: 3 clusters Score -9104200 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9104201 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -9104184.000000 Penalty: 3620.138184
	Iteration 145Q: 3 clusters Score -9104184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -9104197.000000 Penalty: 3620.138184
	Iteration 146Q: 3 clusters Score -9104197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -9104187.000000 Penalty: 3620.138184
	Iteration 147Q: 3 clusters Score -9104187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -9104187.000000 Penalty: 3620.138184
	Iteration 148Q: 3 clusters Score -9104187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -9104191.000000 Penalty: 3620.138184
	Iteration 149Q: 3 clusters Score -9104191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -9104190.000000 Penalty: 3620.138184
	Iteration 150Q: 3 clusters Score -9104190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -9104184.000000 Penalty: 3620.138184
	Iteration 151Q: 3 clusters Score -9104184 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -9104180.000000 Penalty: 3620.138184
	Iteration 152Q: 3 clusters Score -9104180 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -9104183.000000 Penalty: 3620.138184
	Iteration 153Q: 3 clusters Score -9104183 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9104201 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9104197 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -9104195.000000 Penalty: 3620.138184
	Iteration 156Q: 3 clusters Score -9104195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -9104184.000000 Penalty: 3620.138184
	Iteration 157Q: 3 clusters Score -9104184 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9104187 nChanged 52
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Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9104197 nChanged 59
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Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -9104187.000000 Penalty: 3620.138184
	Iteration 160F: 3 clusters Score -9104187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 3620.138184
	Iteration 161Q: 3 clusters Score -9104182 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -9104179.000000 Penalty: 3620.138184
	Iteration 162Q: 3 clusters Score -9104179 nChanged 61
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Mstep: Class 1 contains 45240 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9104178 nChanged 73
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Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9104187 nChanged 83
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Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9104185 nChanged 83
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Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -9104171.000000 Penalty: 3620.138184
	Iteration 166Q: 3 clusters Score -9104171 nChanged 77
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Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -9104154.000000 Penalty: 3620.138184
	Iteration 167Q: 3 clusters Score -9104154 nChanged 83
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Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -9104168.000000 Penalty: 3620.138184
	Iteration 168Q: 3 clusters Score -9104168 nChanged 82
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Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -9104164.000000 Penalty: 3620.138184
	Iteration 169Q: 3 clusters Score -9104164 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -9104180.000000 Penalty: 3620.138184
	Iteration 170Q: 3 clusters Score -9104180 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 3620.138184
	Iteration 171Q: 3 clusters Score -9104182 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -9104167.000000 Penalty: 3620.138184
	Iteration 172Q: 3 clusters Score -9104167 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -9104170.000000 Penalty: 3620.138184
	Iteration 173Q: 3 clusters Score -9104170 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44447 members 
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Entering Unmasked Estep 
Score: -9104172.000000 Penalty: 3620.138184
	Iteration 174Q: 3 clusters Score -9104172 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -9104155.000000 Penalty: 3620.138184
	Iteration 175Q: 3 clusters Score -9104155 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -9104176.000000 Penalty: 3620.138184
	Iteration 176Q: 3 clusters Score -9104176 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -9104185.000000 Penalty: 3620.138184
	Iteration 177Q: 3 clusters Score -9104185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 3620.138184
	Iteration 178Q: 3 clusters Score -9104182 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -9104175.000000 Penalty: 3620.138184
	Iteration 179Q: 3 clusters Score -9104175 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -9104194.000000 Penalty: 3620.138184
	Iteration 180F: 3 clusters Score -9104194 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -9104207.000000 Penalty: 3620.138184
	Iteration 181Q: 3 clusters Score -9104207 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -9104225.000000 Penalty: 3620.138184
	Iteration 182Q: 3 clusters Score -9104225 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -9104245.000000 Penalty: 3620.138184
	Iteration 183Q: 3 clusters Score -9104245 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9104240.000000 Penalty: 3620.138184
	Iteration 184Q: 3 clusters Score -9104240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9104239.000000 Penalty: 3620.138184
	Iteration 185Q: 3 clusters Score -9104239 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -9104232.000000 Penalty: 3620.138184
	Iteration 186Q: 3 clusters Score -9104232 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9104238.000000 Penalty: 3620.138184
	Iteration 187Q: 3 clusters Score -9104238 nChanged 117
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Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -9104233.000000 Penalty: 3620.138184
	Iteration 188Q: 3 clusters Score -9104233 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -9104222.000000 Penalty: 3620.138184
	Iteration 189Q: 3 clusters Score -9104222 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -9104251.000000 Penalty: 3620.138184
	Iteration 190Q: 3 clusters Score -9104251 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9104251 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -9104265.000000 Penalty: 3620.138184
	Iteration 192Q: 3 clusters Score -9104265 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -9104281.000000 Penalty: 3620.138184
	Iteration 193Q: 3 clusters Score -9104281 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -9104274.000000 Penalty: 3620.138184
	Iteration 194Q: 3 clusters Score -9104274 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -9104266.000000 Penalty: 3620.138184
	Iteration 195Q: 3 clusters Score -9104266 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -9104282.000000 Penalty: 3620.138184
	Iteration 196Q: 3 clusters Score -9104282 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -9104261.000000 Penalty: 3620.138184
	Iteration 197Q: 3 clusters Score -9104261 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -9104252.000000 Penalty: 3620.138184
	Iteration 198Q: 3 clusters Score -9104252 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -9104257.000000 Penalty: 3620.138184
	Iteration 199Q: 3 clusters Score -9104257 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -9104270.000000 Penalty: 3620.138184
	Iteration 200F: 3 clusters Score -9104270 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9104252 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -9104246.000000 Penalty: 3620.138184
	Iteration 202Q: 3 clusters Score -9104246 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -9104234.000000 Penalty: 3620.138184
	Iteration 203Q: 3 clusters Score -9104234 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -9104236.000000 Penalty: 3620.138184
	Iteration 204Q: 3 clusters Score -9104236 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -9104280.000000 Penalty: 3620.138184
	Iteration 205Q: 3 clusters Score -9104280 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9104270 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -9104262.000000 Penalty: 3620.138184
	Iteration 207Q: 3 clusters Score -9104262 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -9104275.000000 Penalty: 3620.138184
	Iteration 208Q: 3 clusters Score -9104275 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9104280 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9104280 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -9104276.000000 Penalty: 3620.138184
	Iteration 211Q: 3 clusters Score -9104276 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -9104287.000000 Penalty: 3620.138184
	Iteration 212Q: 3 clusters Score -9104287 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -9104292.000000 Penalty: 3620.138184
	Iteration 213Q: 3 clusters Score -9104292 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -9104299.000000 Penalty: 3620.138184
	Iteration 214Q: 3 clusters Score -9104299 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9104299 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -9104311.000000 Penalty: 3620.138184
	Iteration 216Q: 3 clusters Score -9104311 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -9104289.000000 Penalty: 3620.138184
	Iteration 217Q: 3 clusters Score -9104289 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -9104301.000000 Penalty: 3620.138184
	Iteration 218Q: 3 clusters Score -9104301 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -9104284.000000 Penalty: 3620.138184
	Iteration 219Q: 3 clusters Score -9104284 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -9104276.000000 Penalty: 3620.138184
	Iteration 220F: 3 clusters Score -9104276 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -9104297.000000 Penalty: 3620.138184
	Iteration 221Q: 3 clusters Score -9104297 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -9104293.000000 Penalty: 3620.138184
	Iteration 222Q: 3 clusters Score -9104293 nChanged 80
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Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -9104283.000000 Penalty: 3620.138184
	Iteration 223Q: 3 clusters Score -9104283 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -9104274.000000 Penalty: 3620.138184
	Iteration 224Q: 3 clusters Score -9104274 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9104273 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -9104264.000000 Penalty: 3620.138184
	Iteration 226Q: 3 clusters Score -9104264 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -9104266.000000 Penalty: 3620.138184
	Iteration 227Q: 3 clusters Score -9104266 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9104277.000000 Penalty: 3620.138184
	Iteration 228Q: 3 clusters Score -9104277 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -9104272.000000 Penalty: 3620.138184
	Iteration 229Q: 3 clusters Score -9104272 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -9104262.000000 Penalty: 3620.138184
	Iteration 230Q: 3 clusters Score -9104262 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -9104257.000000 Penalty: 3620.138184
	Iteration 231Q: 3 clusters Score -9104257 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -9104268.000000 Penalty: 3620.138184
	Iteration 232Q: 3 clusters Score -9104268 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -9104291.000000 Penalty: 3620.138184
	Iteration 233Q: 3 clusters Score -9104291 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -9104299.000000 Penalty: 3620.138184
	Iteration 234Q: 3 clusters Score -9104299 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38780 members 
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Entering Unmasked Estep 
Score: -9104303.000000 Penalty: 3620.138184
	Iteration 235Q: 3 clusters Score -9104303 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -9104304.000000 Penalty: 3620.138184
	Iteration 236Q: 3 clusters Score -9104304 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9104325 nChanged 170
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Mstep: Class 1 contains 38337 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9104303 nChanged 191
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Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9104299 nChanged 196
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Entering Unmasked Estep 
Score: -9104270.000000 Penalty: 3620.138184
	Iteration 240F: 3 clusters Score -9104270 nChanged 205
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9104279 nChanged 201
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	Iteration 242Q: 3 clusters Score -9104279 nChanged 212
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9104309 nChanged 193
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Mstep: Class 1 contains 37139 members 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9104294 nChanged 174
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9104332 nChanged 184
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	Iteration 248Q: 3 clusters Score -9104295 nChanged 174
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	Iteration 249Q: 3 clusters Score -9104303 nChanged 210
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	Iteration 250Q: 3 clusters Score -9104329 nChanged 207
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	Iteration 251Q: 3 clusters Score -9104305 nChanged 190
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	Iteration 252Q: 3 clusters Score -9104288 nChanged 210
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	Iteration 253Q: 3 clusters Score -9104279 nChanged 208
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	Iteration 254Q: 3 clusters Score -9104281 nChanged 175
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	Iteration 255Q: 3 clusters Score -9104293 nChanged 207
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	Iteration 256Q: 3 clusters Score -9104289 nChanged 182
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	Iteration 258Q: 3 clusters Score -9104273 nChanged 187
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	Iteration 259Q: 3 clusters Score -9104288 nChanged 203
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	Iteration 260F: 3 clusters Score -9104295 nChanged 230
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	Iteration 261Q: 3 clusters Score -9104295 nChanged 249
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	Iteration 262Q: 3 clusters Score -9104281 nChanged 250
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	Iteration 263Q: 3 clusters Score -9104297 nChanged 269
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9104325 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9104358 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9104366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9104306.000000 Penalty: 3620.138184
	Iteration 267Q: 3 clusters Score -9104306 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9104329.000000 Penalty: 3620.138184
	Iteration 268Q: 3 clusters Score -9104329 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -9104337.000000 Penalty: 3620.138184
	Iteration 269Q: 3 clusters Score -9104337 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -9104347.000000 Penalty: 3620.138184
	Iteration 270Q: 3 clusters Score -9104347 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -9104364.000000 Penalty: 3620.138184
	Iteration 271Q: 3 clusters Score -9104364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -9104357.000000 Penalty: 3620.138184
	Iteration 272Q: 3 clusters Score -9104357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -9104342.000000 Penalty: 3620.138184
	Iteration 273Q: 3 clusters Score -9104342 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -9104337.000000 Penalty: 3620.138184
	Iteration 274Q: 3 clusters Score -9104337 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -9104375.000000 Penalty: 3620.138184
	Iteration 275Q: 3 clusters Score -9104375 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -9104384.000000 Penalty: 3620.138184
	Iteration 276Q: 3 clusters Score -9104384 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -9104333.000000 Penalty: 3620.138184
	Iteration 277Q: 3 clusters Score -9104333 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -9104336.000000 Penalty: 3620.138184
	Iteration 278Q: 3 clusters Score -9104336 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9104329.000000 Penalty: 3620.138184
	Iteration 279Q: 3 clusters Score -9104329 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -9104333.000000 Penalty: 3620.138184
	Iteration 280F: 3 clusters Score -9104333 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -9104327.000000 Penalty: 3620.138184
	Iteration 281Q: 3 clusters Score -9104327 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -9104316.000000 Penalty: 3620.138184
	Iteration 282Q: 3 clusters Score -9104316 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -9104296.000000 Penalty: 3620.138184
	Iteration 283Q: 3 clusters Score -9104296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -9104335.000000 Penalty: 3620.138184
	Iteration 284Q: 3 clusters Score -9104335 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -9104350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -9104335.000000 Penalty: 3620.138184
	Iteration 286Q: 3 clusters Score -9104335 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -9104327 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -9104311.000000 Penalty: 3620.138184
	Iteration 288Q: 3 clusters Score -9104311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -9104290.000000 Penalty: 3620.138184
	Iteration 289Q: 3 clusters Score -9104290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -9104268.000000 Penalty: 3620.138184
	Iteration 290Q: 3 clusters Score -9104268 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -9104278.000000 Penalty: 3620.138184
	Iteration 291Q: 3 clusters Score -9104278 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -9104274.000000 Penalty: 3620.138184
	Iteration 292Q: 3 clusters Score -9104274 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9104283.000000 Penalty: 3620.138184
	Iteration 293Q: 3 clusters Score -9104283 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -9104271.000000 Penalty: 3620.138184
	Iteration 294Q: 3 clusters Score -9104271 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -9104256.000000 Penalty: 3620.138184
	Iteration 295Q: 3 clusters Score -9104256 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -9104260 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9104262.000000 Penalty: 3620.138184
	Iteration 297Q: 3 clusters Score -9104262 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -9104245.000000 Penalty: 3620.138184
	Iteration 298Q: 3 clusters Score -9104245 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -9104261.000000 Penalty: 3620.138184
	Iteration 299Q: 3 clusters Score -9104261 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -9104262.000000 Penalty: 3620.138184
	Iteration 300F: 3 clusters Score -9104262 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -9104233.000000 Penalty: 3620.138184
	Iteration 301Q: 3 clusters Score -9104233 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -9104207.000000 Penalty: 3620.138184
	Iteration 302Q: 3 clusters Score -9104207 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -9104172.000000 Penalty: 3620.138184
	Iteration 303Q: 3 clusters Score -9104172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -9104171.000000 Penalty: 3620.138184
	Iteration 304Q: 3 clusters Score -9104171 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9104169.000000 Penalty: 3620.138184
	Iteration 305Q: 3 clusters Score -9104169 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -9104184.000000 Penalty: 3620.138184
	Iteration 306Q: 3 clusters Score -9104184 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -9104190.000000 Penalty: 3620.138184
	Iteration 307Q: 3 clusters Score -9104190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 3620.138184
	Iteration 308Q: 3 clusters Score -9104182 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -9104187.000000 Penalty: 3620.138184
	Iteration 309Q: 3 clusters Score -9104187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -9104177.000000 Penalty: 3620.138184
	Iteration 310Q: 3 clusters Score -9104177 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -9104174.000000 Penalty: 3620.138184
	Iteration 311Q: 3 clusters Score -9104174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -9104199.000000 Penalty: 3620.138184
	Iteration 312Q: 3 clusters Score -9104199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -9104212.000000 Penalty: 3620.138184
	Iteration 313Q: 3 clusters Score -9104212 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -9104193.000000 Penalty: 3620.138184
	Iteration 314Q: 3 clusters Score -9104193 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -9104207.000000 Penalty: 3620.138184
	Iteration 315Q: 3 clusters Score -9104207 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -9104192.000000 Penalty: 3620.138184
	Iteration 316Q: 3 clusters Score -9104192 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -9104180.000000 Penalty: 3620.138184
	Iteration 317Q: 3 clusters Score -9104180 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9104207 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -9104234.000000 Penalty: 3620.138184
	Iteration 319Q: 3 clusters Score -9104234 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -9104192.000000 Penalty: 3620.138184
	Iteration 320F: 3 clusters Score -9104192 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -9104191.000000 Penalty: 3620.138184
	Iteration 321Q: 3 clusters Score -9104191 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -9104202.000000 Penalty: 3620.138184
	Iteration 322Q: 3 clusters Score -9104202 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 3620.138184
	Iteration 323Q: 3 clusters Score -9104182 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -9104191 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -9104208.000000 Penalty: 3620.138184
	Iteration 325Q: 3 clusters Score -9104208 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -9104169.000000 Penalty: 3620.138184
	Iteration 326Q: 3 clusters Score -9104169 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -9104172.000000 Penalty: 3620.138184
	Iteration 327Q: 3 clusters Score -9104172 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -9104180 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9104138.000000 Penalty: 3620.138184
	Iteration 329Q: 3 clusters Score -9104138 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -9104132.000000 Penalty: 3620.138184
	Iteration 330Q: 3 clusters Score -9104132 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -9104121.000000 Penalty: 3620.138184
	Iteration 331Q: 3 clusters Score -9104121 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9104129.000000 Penalty: 3620.138184
	Iteration 332Q: 3 clusters Score -9104129 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -9104121 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -9104110.000000 Penalty: 3620.138184
	Iteration 334Q: 3 clusters Score -9104110 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -9104096 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -9104097 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -9104078.000000 Penalty: 3620.138184
	Iteration 337Q: 3 clusters Score -9104078 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9104082.000000 Penalty: 3620.138184
	Iteration 338Q: 3 clusters Score -9104082 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -9104077 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -9104072 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -9104081.000000 Penalty: 3620.138184
	Iteration 341Q: 3 clusters Score -9104081 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -9104076 nChanged 33
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Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -9104081 nChanged 44
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Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -9104075 nChanged 56
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Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -9104073 nChanged 69
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -9104055 nChanged 62
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -9104056 nChanged 68
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Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -9104050 nChanged 67
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -9104038 nChanged 107
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	Iteration 350Q: 3 clusters Score -9104038 nChanged 100
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -9104026 nChanged 77
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Entering Unmasked Estep 
Score: -9104007.000000 Penalty: 3620.138184
	Iteration 352Q: 3 clusters Score -9104007 nChanged 79
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -9103996 nChanged 95
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Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -9104009 nChanged 79
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	Iteration 355Q: 3 clusters Score -9103997 nChanged 84
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -9103986 nChanged 90
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	Iteration 357Q: 3 clusters Score -9103978 nChanged 123
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Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -9103950 nChanged 136
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Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -9103963 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -9103961 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -9103940.000000 Penalty: 3620.138184
	Iteration 361Q: 3 clusters Score -9103940 nChanged 96
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Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -9103943.000000 Penalty: 3620.138184
	Iteration 362Q: 3 clusters Score -9103943 nChanged 80
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Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9103959.000000 Penalty: 3620.138184
	Iteration 363Q: 3 clusters Score -9103959 nChanged 68
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Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -9103945.000000 Penalty: 3620.138184
	Iteration 364Q: 3 clusters Score -9103945 nChanged 37
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Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -9103954 nChanged 39
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Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -9103949 nChanged 49
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Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -9103939.000000 Penalty: 3620.138184
	Iteration 367Q: 3 clusters Score -9103939 nChanged 40
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Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -9103927.000000 Penalty: 3620.138184
	Iteration 368Q: 3 clusters Score -9103927 nChanged 41
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Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -9103915.000000 Penalty: 3620.138184
	Iteration 369Q: 3 clusters Score -9103915 nChanged 38
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Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -9103922.000000 Penalty: 3620.138184
	Iteration 370Q: 3 clusters Score -9103922 nChanged 49
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Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -9103924.000000 Penalty: 3620.138184
	Iteration 371Q: 3 clusters Score -9103924 nChanged 68
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Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -9103929.000000 Penalty: 3620.138184
	Iteration 372Q: 3 clusters Score -9103929 nChanged 54
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Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -9103930.000000 Penalty: 3620.138184
	Iteration 373Q: 3 clusters Score -9103930 nChanged 57
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Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -9103938.000000 Penalty: 3620.138184
	Iteration 374Q: 3 clusters Score -9103938 nChanged 53
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Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -9103956.000000 Penalty: 3620.138184
	Iteration 375Q: 3 clusters Score -9103956 nChanged 56
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Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -9103946 nChanged 38
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Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -9103946 nChanged 61
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -9103936.000000 Penalty: 3620.138184
	Iteration 378Q: 3 clusters Score -9103936 nChanged 62
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Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -9103937.000000 Penalty: 3620.138184
	Iteration 379Q: 3 clusters Score -9103937 nChanged 49
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Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -9103929 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -9103929 nChanged 79
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Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -9103922.000000 Penalty: 3620.138184
	Iteration 382Q: 3 clusters Score -9103922 nChanged 70
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Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -9103909.000000 Penalty: 3620.138184
	Iteration 383Q: 3 clusters Score -9103909 nChanged 64
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Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -9103906.000000 Penalty: 3620.138184
	Iteration 384Q: 3 clusters Score -9103906 nChanged 58
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Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -9103883.000000 Penalty: 3620.138184
	Iteration 385Q: 3 clusters Score -9103883 nChanged 68
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Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -9103887.000000 Penalty: 3620.138184
	Iteration 386Q: 3 clusters Score -9103887 nChanged 56
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Mstep: Class 1 contains 16579 members 
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Entering Unmasked Estep 
Score: -9103885.000000 Penalty: 3620.138184
	Iteration 387Q: 3 clusters Score -9103885 nChanged 63
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Mstep: Class 1 contains 16516 members 
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	Iteration 388Q: 3 clusters Score -9103878 nChanged 57
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Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -9103876.000000 Penalty: 3620.138184
	Iteration 389Q: 3 clusters Score -9103876 nChanged 54
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Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -9103881 nChanged 48
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Mstep: Class 1 contains 16357 members 
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	Iteration 391Q: 3 clusters Score -9103878 nChanged 34
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Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -9103886 nChanged 25
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Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -9103880 nChanged 23
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	Iteration 394Q: 3 clusters Score -9103883 nChanged 22
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Mstep: Class 2 contains 52542 members 
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	Iteration 395Q: 3 clusters Score -9103880 nChanged 32
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Mstep: Class 2 contains 52574 members 
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	Iteration 396Q: 3 clusters Score -9103886 nChanged 35
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Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -9103879 nChanged 18
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Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 52627 members 
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	Iteration 398Q: 3 clusters Score -9103881 nChanged 18
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Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -9103878 nChanged 19
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Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -9103881 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52676 members 
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	Iteration 401Q: 3 clusters Score -9103880 nChanged 8
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Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 52684 members 
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	Iteration 402Q: 3 clusters Score -9103872 nChanged 10
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	Iteration 403Q: 3 clusters Score -9103883 nChanged 5
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	Iteration 404Q: 3 clusters Score -9103878 nChanged 3
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	Iteration 405Q: 3 clusters Score -9103885 nChanged 6
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	Iteration 406Q: 3 clusters Score -9103893 nChanged 6
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	Iteration 407Q: 3 clusters Score -9103881 nChanged 4
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	Iteration 408Q: 3 clusters Score -9103887 nChanged 5
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	Iteration 409Q: 3 clusters Score -9103884 nChanged 9
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	Iteration 410Q: 3 clusters Score -9103873 nChanged 8
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	Iteration 411Q: 3 clusters Score -9103871 nChanged 9
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	Iteration 412Q: 3 clusters Score -9103866 nChanged 14
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	Iteration 413Q: 3 clusters Score -9103870 nChanged 21
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	Iteration 414Q: 3 clusters Score -9103874 nChanged 22
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	Iteration 415Q: 3 clusters Score -9103873 nChanged 41
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	Iteration 416Q: 3 clusters Score -9103872 nChanged 38
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	Iteration 417Q: 3 clusters Score -9103869 nChanged 25
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	Iteration 418Q: 3 clusters Score -9103877 nChanged 29
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	Iteration 419Q: 3 clusters Score -9103892 nChanged 26
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	Iteration 420F: 3 clusters Score -9103887 nChanged 23
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	Iteration 421Q: 3 clusters Score -9103889 nChanged 29
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	Iteration 422Q: 3 clusters Score -9103871 nChanged 27
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	Iteration 423Q: 3 clusters Score -9103872 nChanged 27
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	Iteration 424Q: 3 clusters Score -9103875 nChanged 15
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	Iteration 425Q: 3 clusters Score -9103864 nChanged 15
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	Iteration 426Q: 3 clusters Score -9103861 nChanged 17
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	Iteration 427Q: 3 clusters Score -9103854 nChanged 31
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	Iteration 428Q: 3 clusters Score -9103863 nChanged 37
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	Iteration 429Q: 3 clusters Score -9103857 nChanged 16
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	Iteration 430Q: 3 clusters Score -9103863 nChanged 30
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	Iteration 431Q: 3 clusters Score -9103849 nChanged 41
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	Iteration 432Q: 3 clusters Score -9103855 nChanged 37
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	Iteration 433Q: 3 clusters Score -9103853 nChanged 40
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	Iteration 434Q: 3 clusters Score -9103860 nChanged 35
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	Iteration 436Q: 3 clusters Score -9103865 nChanged 28
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	Iteration 437Q: 3 clusters Score -9103861 nChanged 24
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	Iteration 438Q: 3 clusters Score -9103856 nChanged 16
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	Iteration 440F: 3 clusters Score -9103856 nChanged 21
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	Iteration 441Q: 3 clusters Score -9103855 nChanged 20
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	Iteration 442Q: 3 clusters Score -9103846 nChanged 7
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	Iteration 443Q: 3 clusters Score -9103857 nChanged 7
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	Iteration 444Q: 3 clusters Score -9103855 nChanged 7
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	Iteration 447Q: 3 clusters Score -9103847 nChanged 2
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Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -9103847.000000 Penalty: 3620.138184
	Iteration 454Q: 3 clusters Score -9103847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -9103847.000000 Penalty: 3620.138184
	Iteration 455F: 3 clusters Score -9103847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -1331367.750000 Penalty: 1495.751465
	Iteration 0F: 2 clusters Score -1331368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1324249.750000 Penalty: 2991.502930
	Iteration 0F: 3 clusters Score -1324250 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1326556.375000 Penalty: 2991.502930
	Iteration 1F: 3 clusters Score -1326556 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1326760.500000 Penalty: 2991.502930
	Iteration 2F: 3 clusters Score -1326760 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1326910.000000 Penalty: 2991.502930
	Iteration 3Q: 3 clusters Score -1326910 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1327045.500000 Penalty: 2991.502930
	Iteration 4Q: 3 clusters Score -1327046 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1327151.500000 Penalty: 2991.502930
	Iteration 5Q: 3 clusters Score -1327152 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1327262.750000 Penalty: 2991.502930
	Iteration 6Q: 3 clusters Score -1327263 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1327380.750000 Penalty: 2991.502930
	Iteration 7Q: 3 clusters Score -1327381 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1327538.375000 Penalty: 2991.502930
	Iteration 8Q: 3 clusters Score -1327538 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1327726.250000 Penalty: 2991.502930
	Iteration 9Q: 3 clusters Score -1327726 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1327957.250000 Penalty: 2991.502930
	Iteration 10Q: 3 clusters Score -1327957 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1328196.750000 Penalty: 2991.502930
	Iteration 11Q: 3 clusters Score -1328197 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1328454.125000 Penalty: 2991.502930
	Iteration 12Q: 3 clusters Score -1328454 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1328704.250000 Penalty: 2991.502930
	Iteration 13Q: 3 clusters Score -1328704 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1328949.000000 Penalty: 2991.502930
	Iteration 14Q: 3 clusters Score -1328949 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1329178.750000 Penalty: 2991.502930
	Iteration 15Q: 3 clusters Score -1329179 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1329384.000000 Penalty: 2991.502930
	Iteration 16Q: 3 clusters Score -1329384 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1329543.875000 Penalty: 2991.502930
	Iteration 17Q: 3 clusters Score -1329544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1329679.500000 Penalty: 2991.502930
	Iteration 18Q: 3 clusters Score -1329680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1329774.375000 Penalty: 2991.502930
	Iteration 19Q: 3 clusters Score -1329774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1329848.000000 Penalty: 2991.502930
	Iteration 20F: 3 clusters Score -1329848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1329897.000000 Penalty: 2991.502930
	Iteration 21Q: 3 clusters Score -1329897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1329938.375000 Penalty: 2991.502930
	Iteration 22Q: 3 clusters Score -1329938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1329962.875000 Penalty: 2991.502930
	Iteration 23Q: 3 clusters Score -1329963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1329984.875000 Penalty: 2991.502930
	Iteration 24Q: 3 clusters Score -1329985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1330003.625000 Penalty: 2991.502930
	Iteration 25Q: 3 clusters Score -1330004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1330013.250000 Penalty: 2991.502930
	Iteration 26Q: 3 clusters Score -1330013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1330024.000000 Penalty: 2991.502930
	Iteration 27Q: 3 clusters Score -1330024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1330029.500000 Penalty: 2991.502930
	Iteration 28Q: 3 clusters Score -1330030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1330037.125000 Penalty: 2991.502930
	Iteration 29Q: 3 clusters Score -1330037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1330044.875000 Penalty: 2991.502930
	Iteration 30Q: 3 clusters Score -1330045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1330048.375000 Penalty: 2991.502930
	Iteration 31Q: 3 clusters Score -1330048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1330050.125000 Penalty: 2991.502930
	Iteration 32Q: 3 clusters Score -1330050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1330053.875000 Penalty: 2991.502930
	Iteration 33Q: 3 clusters Score -1330054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1330056.125000 Penalty: 2991.502930
	Iteration 34Q: 3 clusters Score -1330056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1330058.375000 Penalty: 2991.502930
	Iteration 35Q: 3 clusters Score -1330058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1330061.250000 Penalty: 2991.502930
	Iteration 36Q: 3 clusters Score -1330061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1330066.750000 Penalty: 2991.502930
	Iteration 37Q: 3 clusters Score -1330067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1330070.125000 Penalty: 2991.502930
	Iteration 38Q: 3 clusters Score -1330070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1330072.125000 Penalty: 2991.502930
	Iteration 39Q: 3 clusters Score -1330072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1330073.625000 Penalty: 2991.502930
	Iteration 40F: 3 clusters Score -1330074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1330075.625000 Penalty: 2991.502930
	Iteration 41Q: 3 clusters Score -1330076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1330080.000000 Penalty: 2991.502930
	Iteration 42Q: 3 clusters Score -1330080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1330080.000000 Penalty: 2991.502930
	Iteration 43Q: 3 clusters Score -1330080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1330080.000000 Penalty: 2991.502930
	Iteration 44F: 3 clusters Score -1330080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -234883.234375 Penalty: 1223.703003
	Iteration 0F: 2 clusters Score -234883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -232855.359375 Penalty: 2447.406006
	Iteration 0F: 3 clusters Score -232855.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233267.109375 Penalty: 2447.406006
	Iteration 1F: 3 clusters Score -233267.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -233377.203125 Penalty: 2447.406006
	Iteration 2F: 3 clusters Score -233377.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233437.750000 Penalty: 2447.406006
	Iteration 3Q: 3 clusters Score -233437.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -233467.234375 Penalty: 2447.406006
	Iteration 4Q: 3 clusters Score -233467.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -233490.234375 Penalty: 2447.406006
	Iteration 5Q: 3 clusters Score -233490.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -233509.734375 Penalty: 2447.406006
	Iteration 6Q: 3 clusters Score -233509.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -233528.453125 Penalty: 2447.406006
	Iteration 7Q: 3 clusters Score -233528.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -233545.296875 Penalty: 2447.406006
	Iteration 8Q: 3 clusters Score -233545.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -233554.359375 Penalty: 2447.406006
	Iteration 9Q: 3 clusters Score -233554.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -233568.531250 Penalty: 2447.406006
	Iteration 10Q: 3 clusters Score -233568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -233578.640625 Penalty: 2447.406006
	Iteration 11Q: 3 clusters Score -233578.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -233588.187500 Penalty: 2447.406006
	Iteration 12Q: 3 clusters Score -233588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -233595.218750 Penalty: 2447.406006
	Iteration 13Q: 3 clusters Score -233595.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -233601.625000 Penalty: 2447.406006
	Iteration 14Q: 3 clusters Score -233601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233603.703125 Penalty: 2447.406006
	Iteration 15Q: 3 clusters Score -233603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -233606.093750 Penalty: 2447.406006
	Iteration 16Q: 3 clusters Score -233606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -233607.625000 Penalty: 2447.406006
	Iteration 17Q: 3 clusters Score -233607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -233608.937500 Penalty: 2447.406006
	Iteration 18Q: 3 clusters Score -233608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233610.296875 Penalty: 2447.406006
	Iteration 19Q: 3 clusters Score -233610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233610.890625 Penalty: 2447.406006
	Iteration 20F: 3 clusters Score -233610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -233611.531250 Penalty: 2447.406006
	Iteration 21Q: 3 clusters Score -233611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233612.187500 Penalty: 2447.406006
	Iteration 22Q: 3 clusters Score -233612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233613.312500 Penalty: 2447.406006
	Iteration 23Q: 3 clusters Score -233613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233615.671875 Penalty: 2447.406006
	Iteration 24Q: 3 clusters Score -233615.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233618.609375 Penalty: 2447.406006
	Iteration 25Q: 3 clusters Score -233618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233622.109375 Penalty: 2447.406006
	Iteration 26Q: 3 clusters Score -233622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -233627.453125 Penalty: 2447.406006
	Iteration 27Q: 3 clusters Score -233627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233630.234375 Penalty: 2447.406006
	Iteration 28Q: 3 clusters Score -233630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -233632.703125 Penalty: 2447.406006
	Iteration 29Q: 3 clusters Score -233632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233633.421875 Penalty: 2447.406006
	Iteration 30Q: 3 clusters Score -233633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233633.421875 Penalty: 2447.406006
	Iteration 31F: 3 clusters Score -233633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -401317.250000 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -401317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -398575.375000 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -398575.4 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -399231.531250 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -399231.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -399342.343750 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -399342.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -399413.781250 Penalty: 2607.654297
	Iteration 3Q: 3 clusters Score -399413.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -399466.062500 Penalty: 2607.654297
	Iteration 4Q: 3 clusters Score -399466.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -399506.281250 Penalty: 2607.654297
	Iteration 5Q: 3 clusters Score -399506.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -399538.468750 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -399538.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -399577.843750 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -399577.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -399613.906250 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -399613.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -399640.875000 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -399640.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -399669.375000 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -399669.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -399696.750000 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -399696.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -399720.531250 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -399720.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -399739.562500 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -399739.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -399761.687500 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -399761.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -399780.906250 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -399780.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -399803.250000 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -399803.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -399827.656250 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -399827.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -399852.468750 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -399852.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399883.156250 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -399883.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -399908.468750 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -399908.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -399934.156250 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -399934.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399952.812500 Penalty: 2607.654297
	Iteration 22Q: 3 clusters Score -399952.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -399969.187500 Penalty: 2607.654297
	Iteration 23Q: 3 clusters Score -399969.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -399985.562500 Penalty: 2607.654297
	Iteration 24Q: 3 clusters Score -399985.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -400000.656250 Penalty: 2607.654297
	Iteration 25Q: 3 clusters Score -400000.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -400012.187500 Penalty: 2607.654297
	Iteration 26Q: 3 clusters Score -400012.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -400022.312500 Penalty: 2607.654297
	Iteration 27Q: 3 clusters Score -400022.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -400029.187500 Penalty: 2607.654297
	Iteration 28Q: 3 clusters Score -400029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -400033.718750 Penalty: 2607.654297
	Iteration 29Q: 3 clusters Score -400033.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -400040.593750 Penalty: 2607.654297
	Iteration 30Q: 3 clusters Score -400040.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -400045.906250 Penalty: 2607.654297
	Iteration 31Q: 3 clusters Score -400045.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -400052.187500 Penalty: 2607.654297
	Iteration 32Q: 3 clusters Score -400052.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -400058.781250 Penalty: 2607.654297
	Iteration 33Q: 3 clusters Score -400058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -400065.343750 Penalty: 2607.654297
	Iteration 34Q: 3 clusters Score -400065.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -400072.031250 Penalty: 2607.654297
	Iteration 35Q: 3 clusters Score -400072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -400077.812500 Penalty: 2607.654297
	Iteration 36Q: 3 clusters Score -400077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -400084.531250 Penalty: 2607.654297
	Iteration 37Q: 3 clusters Score -400084.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -400089.125000 Penalty: 2607.654297
	Iteration 38Q: 3 clusters Score -400089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -400093.375000 Penalty: 2607.654297
	Iteration 39Q: 3 clusters Score -400093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -400095.750000 Penalty: 2607.654297
	Iteration 40F: 3 clusters Score -400095.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -400100.125000 Penalty: 2607.654297
	Iteration 41Q: 3 clusters Score -400100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -400105.125000 Penalty: 2607.654297
	Iteration 42Q: 3 clusters Score -400105.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -400108.593750 Penalty: 2607.654297
	Iteration 43Q: 3 clusters Score -400108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -400111.562500 Penalty: 2607.654297
	Iteration 44Q: 3 clusters Score -400111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -400115.593750 Penalty: 2607.654297
	Iteration 45Q: 3 clusters Score -400115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -400121.906250 Penalty: 2607.654297
	Iteration 46Q: 3 clusters Score -400121.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -400128.343750 Penalty: 2607.654297
	Iteration 47Q: 3 clusters Score -400128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -400132.156250 Penalty: 2607.654297
	Iteration 48Q: 3 clusters Score -400132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -400137.281250 Penalty: 2607.654297
	Iteration 49Q: 3 clusters Score -400137.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -400146.187500 Penalty: 2607.654297
	Iteration 50Q: 3 clusters Score -400146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -400155.625000 Penalty: 2607.654297
	Iteration 51Q: 3 clusters Score -400155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -400163.687500 Penalty: 2607.654297
	Iteration 52Q: 3 clusters Score -400163.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -400171.437500 Penalty: 2607.654297
	Iteration 53Q: 3 clusters Score -400171.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -400178.906250 Penalty: 2607.654297
	Iteration 54Q: 3 clusters Score -400178.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -400184.687500 Penalty: 2607.654297
	Iteration 55Q: 3 clusters Score -400184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -400186.937500 Penalty: 2607.654297
	Iteration 56Q: 3 clusters Score -400186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -400191.718750 Penalty: 2607.654297
	Iteration 57Q: 3 clusters Score -400191.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -400193.718750 Penalty: 2607.654297
	Iteration 58Q: 3 clusters Score -400193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -400195.406250 Penalty: 2607.654297
	Iteration 59Q: 3 clusters Score -400195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -400196.750000 Penalty: 2607.654297
	Iteration 60F: 3 clusters Score -400196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -400197.562500 Penalty: 2607.654297
	Iteration 61Q: 3 clusters Score -400197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -400198.937500 Penalty: 2607.654297
	Iteration 62Q: 3 clusters Score -400198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -400199.968750 Penalty: 2607.654297
	Iteration 63Q: 3 clusters Score -400200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -400199.968750 Penalty: 2607.654297
	Iteration 64F: 3 clusters Score -400200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -822275.812500 Penalty: 1420.252808
	Iteration 0F: 2 clusters Score -822275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -817475.437500 Penalty: 2840.505615
	Iteration 0F: 3 clusters Score -817475.4 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -818895.125000 Penalty: 2840.505615
	Iteration 1F: 3 clusters Score -818895.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -819095.937500 Penalty: 2840.505615
	Iteration 2F: 3 clusters Score -819095.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -819209.937500 Penalty: 2840.505615
	Iteration 3Q: 3 clusters Score -819209.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -819293.937500 Penalty: 2840.505615
	Iteration 4Q: 3 clusters Score -819293.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -819365.562500 Penalty: 2840.505615
	Iteration 5Q: 3 clusters Score -819365.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -819435.937500 Penalty: 2840.505615
	Iteration 6Q: 3 clusters Score -819435.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -819514.437500 Penalty: 2840.505615
	Iteration 7Q: 3 clusters Score -819514.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -819610.312500 Penalty: 2840.505615
	Iteration 8Q: 3 clusters Score -819610.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -819742.187500 Penalty: 2840.505615
	Iteration 9Q: 3 clusters Score -819742.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -819909.062500 Penalty: 2840.505615
	Iteration 10Q: 3 clusters Score -819909.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -820094.187500 Penalty: 2840.505615
	Iteration 11Q: 3 clusters Score -820094.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -820268.437500 Penalty: 2840.505615
	Iteration 12Q: 3 clusters Score -820268.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -820447.812500 Penalty: 2840.505615
	Iteration 13Q: 3 clusters Score -820447.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -820613.812500 Penalty: 2840.505615
	Iteration 14Q: 3 clusters Score -820613.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -820739.687500 Penalty: 2840.505615
	Iteration 15Q: 3 clusters Score -820739.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -820810.812500 Penalty: 2840.505615
	Iteration 16Q: 3 clusters Score -820810.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -820859.812500 Penalty: 2840.505615
	Iteration 17Q: 3 clusters Score -820859.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -820900.937500 Penalty: 2840.505615
	Iteration 18Q: 3 clusters Score -820900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -820929.687500 Penalty: 2840.505615
	Iteration 19Q: 3 clusters Score -820929.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -820951.125000 Penalty: 2840.505615
	Iteration 20F: 3 clusters Score -820951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -820966.500000 Penalty: 2840.505615
	Iteration 21Q: 3 clusters Score -820966.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -820975.000000 Penalty: 2840.505615
	Iteration 22Q: 3 clusters Score -820975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -820979.937500 Penalty: 2840.505615
	Iteration 23Q: 3 clusters Score -820979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -820987.187500 Penalty: 2840.505615
	Iteration 24Q: 3 clusters Score -820987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -820991.625000 Penalty: 2840.505615
	Iteration 25Q: 3 clusters Score -820991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -820999.562500 Penalty: 2840.505615
	Iteration 26Q: 3 clusters Score -820999.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -821002.937500 Penalty: 2840.505615
	Iteration 27Q: 3 clusters Score -821002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -821006.375000 Penalty: 2840.505615
	Iteration 28Q: 3 clusters Score -821006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -821009.375000 Penalty: 2840.505615
	Iteration 29Q: 3 clusters Score -821009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -821011.187500 Penalty: 2840.505615
	Iteration 30Q: 3 clusters Score -821011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -821011.187500 Penalty: 2840.505615
	Iteration 31F: 3 clusters Score -821011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -1975790.500000 Penalty: 1562.188721
	Iteration 0F: 2 clusters Score -1975790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1965458.875000 Penalty: 3124.377441
	Iteration 0F: 3 clusters Score -1965459 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1968995.875000 Penalty: 3124.377441
	Iteration 1F: 3 clusters Score -1968996 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1969354.125000 Penalty: 3124.377441
	Iteration 2F: 3 clusters Score -1969354 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1969741.750000 Penalty: 3124.377441
	Iteration 3F: 3 clusters Score -1969742 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1970272.125000 Penalty: 3124.377441
	Iteration 4F: 3 clusters Score -1970272 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1971065.875000 Penalty: 3124.377441
	Iteration 5F: 3 clusters Score -1971066 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1972145.625000 Penalty: 3124.377441
	Iteration 6F: 3 clusters Score -1972146 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1973419.500000 Penalty: 3124.377441
	Iteration 7F: 3 clusters Score -1973420 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1974590.000000 Penalty: 3124.377441
	Iteration 8F: 3 clusters Score -1974590 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1975187.500000 Penalty: 3124.377441
	Iteration 9Q: 3 clusters Score -1975188 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1975408.875000 Penalty: 3124.377441
	Iteration 10Q: 3 clusters Score -1975409 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1975476.000000 Penalty: 3124.377441
	Iteration 11Q: 3 clusters Score -1975476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1975500.750000 Penalty: 3124.377441
	Iteration 12Q: 3 clusters Score -1975501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1975522.000000 Penalty: 3124.377441
	Iteration 13Q: 3 clusters Score -1975522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1975530.875000 Penalty: 3124.377441
	Iteration 14Q: 3 clusters Score -1975531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1975535.750000 Penalty: 3124.377441
	Iteration 15Q: 3 clusters Score -1975536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1975540.625000 Penalty: 3124.377441
	Iteration 16Q: 3 clusters Score -1975541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1975546.000000 Penalty: 3124.377441
	Iteration 17Q: 3 clusters Score -1975546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1975546.250000 Penalty: 3124.377441
	Iteration 18Q: 3 clusters Score -1975546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1975546.500000 Penalty: 3124.377441
	Iteration 19Q: 3 clusters Score -1975546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1975547.125000 Penalty: 3124.377441
	Iteration 20F: 3 clusters Score -1975547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1975549.625000 Penalty: 3124.377441
	Iteration 21Q: 3 clusters Score -1975550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1975548.250000 Penalty: 3124.377441
	Iteration 22Q: 3 clusters Score -1975548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1975548.625000 Penalty: 3124.377441
	Iteration 23Q: 3 clusters Score -1975549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1975548.000000 Penalty: 3124.377441
	Iteration 24Q: 3 clusters Score -1975548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1975549.000000 Penalty: 3124.377441
	Iteration 25Q: 3 clusters Score -1975549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1975549.500000 Penalty: 3124.377441
	Iteration 26Q: 3 clusters Score -1975550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1975549.500000 Penalty: 3124.377441
	Iteration 27F: 3 clusters Score -1975550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (72077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Entering Unmasked Estep 
Score: -9564439.000000 Penalty: 1817.642212
	Iteration 0F: 2 clusters Score -9564439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -9518454.000000 Penalty: 3635.284424
	Iteration 0F: 3 clusters Score -9518454 nChanged 33990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -9538089.000000 Penalty: 3635.284424
	Iteration 1F: 3 clusters Score -9538089 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -9538898.000000 Penalty: 3635.284424
	Iteration 2Q: 3 clusters Score -9538898 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -9539929.000000 Penalty: 3635.284424
	Iteration 3Q: 3 clusters Score -9539929 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -9541216.000000 Penalty: 3635.284424
	Iteration 4Q: 3 clusters Score -9541216 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -9543140.000000 Penalty: 3635.284424
	Iteration 5Q: 3 clusters Score -9543140 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -9545811.000000 Penalty: 3635.284424
	Iteration 6F: 3 clusters Score -9545811 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9549549.000000 Penalty: 3635.284424
	Iteration 7F: 3 clusters Score -9549549 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -9554146.000000 Penalty: 3635.284424
	Iteration 8F: 3 clusters Score -9554146 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -9557607.000000 Penalty: 3635.284424
	Iteration 9F: 3 clusters Score -9557607 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -9559707.000000 Penalty: 3635.284424
	Iteration 10Q: 3 clusters Score -9559707 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -9560711.000000 Penalty: 3635.284424
	Iteration 11Q: 3 clusters Score -9560711 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -9561441.000000 Penalty: 3635.284424
	Iteration 12Q: 3 clusters Score -9561441 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -9562046.000000 Penalty: 3635.284424
	Iteration 13Q: 3 clusters Score -9562046 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -9562481.000000 Penalty: 3635.284424
	Iteration 14Q: 3 clusters Score -9562481 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -9562861.000000 Penalty: 3635.284424
	Iteration 15Q: 3 clusters Score -9562861 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -9563134.000000 Penalty: 3635.284424
	Iteration 16Q: 3 clusters Score -9563134 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -9563341.000000 Penalty: 3635.284424
	Iteration 17Q: 3 clusters Score -9563341 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -9563515.000000 Penalty: 3635.284424
	Iteration 18Q: 3 clusters Score -9563515 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -9563591.000000 Penalty: 3635.284424
	Iteration 19Q: 3 clusters Score -9563591 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -9563641.000000 Penalty: 3635.284424
	Iteration 20F: 3 clusters Score -9563641 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -9563646.000000 Penalty: 3635.284424
	Iteration 21Q: 3 clusters Score -9563646 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -9563665.000000 Penalty: 3635.284424
	Iteration 22Q: 3 clusters Score -9563665 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -9563587.000000 Penalty: 3635.284424
	Iteration 23Q: 3 clusters Score -9563587 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -9563590.000000 Penalty: 3635.284424
	Iteration 24Q: 3 clusters Score -9563590 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -9563570.000000 Penalty: 3635.284424
	Iteration 25Q: 3 clusters Score -9563570 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -9563514.000000 Penalty: 3635.284424
	Iteration 26Q: 3 clusters Score -9563514 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -9563451.000000 Penalty: 3635.284424
	Iteration 27Q: 3 clusters Score -9563451 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -9563372.000000 Penalty: 3635.284424
	Iteration 28Q: 3 clusters Score -9563372 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -9563421.000000 Penalty: 3635.284424
	Iteration 29Q: 3 clusters Score -9563421 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -9563369.000000 Penalty: 3635.284424
	Iteration 30Q: 3 clusters Score -9563369 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -9563347.000000 Penalty: 3635.284424
	Iteration 31Q: 3 clusters Score -9563347 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -9563371.000000 Penalty: 3635.284424
	Iteration 32Q: 3 clusters Score -9563371 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -9563341.000000 Penalty: 3635.284424
	Iteration 33Q: 3 clusters Score -9563341 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -9563319.000000 Penalty: 3635.284424
	Iteration 34Q: 3 clusters Score -9563319 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -9563323.000000 Penalty: 3635.284424
	Iteration 35Q: 3 clusters Score -9563323 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -9563326.000000 Penalty: 3635.284424
	Iteration 36Q: 3 clusters Score -9563326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -9563348.000000 Penalty: 3635.284424
	Iteration 37Q: 3 clusters Score -9563348 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -9563330.000000 Penalty: 3635.284424
	Iteration 38Q: 3 clusters Score -9563330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -9563313.000000 Penalty: 3635.284424
	Iteration 39Q: 3 clusters Score -9563313 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -9563304.000000 Penalty: 3635.284424
	Iteration 40F: 3 clusters Score -9563304 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -9563288.000000 Penalty: 3635.284424
	Iteration 41Q: 3 clusters Score -9563288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -9563273.000000 Penalty: 3635.284424
	Iteration 42Q: 3 clusters Score -9563273 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -9563249.000000 Penalty: 3635.284424
	Iteration 43Q: 3 clusters Score -9563249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -9563229.000000 Penalty: 3635.284424
	Iteration 44Q: 3 clusters Score -9563229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -9563240.000000 Penalty: 3635.284424
	Iteration 45Q: 3 clusters Score -9563240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -9563235.000000 Penalty: 3635.284424
	Iteration 46Q: 3 clusters Score -9563235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -9563208.000000 Penalty: 3635.284424
	Iteration 47Q: 3 clusters Score -9563208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -9563208.000000 Penalty: 3635.284424
	Iteration 48Q: 3 clusters Score -9563208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -9563205.000000 Penalty: 3635.284424
	Iteration 49Q: 3 clusters Score -9563205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -9563205.000000 Penalty: 3635.284424
	Iteration 50Q: 3 clusters Score -9563205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -9563196.000000 Penalty: 3635.284424
	Iteration 51Q: 3 clusters Score -9563196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -9563185.000000 Penalty: 3635.284424
	Iteration 52Q: 3 clusters Score -9563185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -9563177.000000 Penalty: 3635.284424
	Iteration 53Q: 3 clusters Score -9563177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -9563176.000000 Penalty: 3635.284424
	Iteration 54Q: 3 clusters Score -9563176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -9563159.000000 Penalty: 3635.284424
	Iteration 55Q: 3 clusters Score -9563159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -9563145.000000 Penalty: 3635.284424
	Iteration 56Q: 3 clusters Score -9563145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -9563158.000000 Penalty: 3635.284424
	Iteration 57Q: 3 clusters Score -9563158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -9563153.000000 Penalty: 3635.284424
	Iteration 58Q: 3 clusters Score -9563153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -9563138.000000 Penalty: 3635.284424
	Iteration 59Q: 3 clusters Score -9563138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -9563126.000000 Penalty: 3635.284424
	Iteration 60F: 3 clusters Score -9563126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -9563100.000000 Penalty: 3635.284424
	Iteration 61Q: 3 clusters Score -9563100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -9563130.000000 Penalty: 3635.284424
	Iteration 62Q: 3 clusters Score -9563130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -9563126.000000 Penalty: 3635.284424
	Iteration 63Q: 3 clusters Score -9563126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -9563102.000000 Penalty: 3635.284424
	Iteration 64Q: 3 clusters Score -9563102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -9563080.000000 Penalty: 3635.284424
	Iteration 65Q: 3 clusters Score -9563080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -9563066.000000 Penalty: 3635.284424
	Iteration 66Q: 3 clusters Score -9563066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -9563047.000000 Penalty: 3635.284424
	Iteration 67Q: 3 clusters Score -9563047 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -9563035.000000 Penalty: 3635.284424
	Iteration 68Q: 3 clusters Score -9563035 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -9563005.000000 Penalty: 3635.284424
	Iteration 69Q: 3 clusters Score -9563005 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -9563016.000000 Penalty: 3635.284424
	Iteration 70Q: 3 clusters Score -9563016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -9563007.000000 Penalty: 3635.284424
	Iteration 71Q: 3 clusters Score -9563007 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -9563019.000000 Penalty: 3635.284424
	Iteration 72Q: 3 clusters Score -9563019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -9563027.000000 Penalty: 3635.284424
	Iteration 73Q: 3 clusters Score -9563027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -9563028.000000 Penalty: 3635.284424
	Iteration 74Q: 3 clusters Score -9563028 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -9563017.000000 Penalty: 3635.284424
	Iteration 75Q: 3 clusters Score -9563017 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -9563016.000000 Penalty: 3635.284424
	Iteration 76Q: 3 clusters Score -9563016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -9563018.000000 Penalty: 3635.284424
	Iteration 77Q: 3 clusters Score -9563018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -9563034.000000 Penalty: 3635.284424
	Iteration 78Q: 3 clusters Score -9563034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -9563039.000000 Penalty: 3635.284424
	Iteration 79Q: 3 clusters Score -9563039 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -9563046.000000 Penalty: 3635.284424
	Iteration 80F: 3 clusters Score -9563046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -9563042.000000 Penalty: 3635.284424
	Iteration 81Q: 3 clusters Score -9563042 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -9563026.000000 Penalty: 3635.284424
	Iteration 82Q: 3 clusters Score -9563026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -9563012.000000 Penalty: 3635.284424
	Iteration 83Q: 3 clusters Score -9563012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -9562981.000000 Penalty: 3635.284424
	Iteration 84Q: 3 clusters Score -9562981 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -9562990.000000 Penalty: 3635.284424
	Iteration 85Q: 3 clusters Score -9562990 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -9562988.000000 Penalty: 3635.284424
	Iteration 86Q: 3 clusters Score -9562988 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -9563008.000000 Penalty: 3635.284424
	Iteration 87Q: 3 clusters Score -9563008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -9563000.000000 Penalty: 3635.284424
	Iteration 88Q: 3 clusters Score -9563000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -9562990.000000 Penalty: 3635.284424
	Iteration 89Q: 3 clusters Score -9562990 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -9563008.000000 Penalty: 3635.284424
	Iteration 90Q: 3 clusters Score -9563008 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -9563004.000000 Penalty: 3635.284424
	Iteration 91Q: 3 clusters Score -9563004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -9563007.000000 Penalty: 3635.284424
	Iteration 92Q: 3 clusters Score -9563007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -9563001.000000 Penalty: 3635.284424
	Iteration 93Q: 3 clusters Score -9563001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -9563009.000000 Penalty: 3635.284424
	Iteration 94Q: 3 clusters Score -9563009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -9563005.000000 Penalty: 3635.284424
	Iteration 95Q: 3 clusters Score -9563005 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -9563003.000000 Penalty: 3635.284424
	Iteration 96Q: 3 clusters Score -9563003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -9562996.000000 Penalty: 3635.284424
	Iteration 97Q: 3 clusters Score -9562996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -9563018.000000 Penalty: 3635.284424
	Iteration 98Q: 3 clusters Score -9563018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9563031.000000 Penalty: 3635.284424
	Iteration 99Q: 3 clusters Score -9563031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9563033.000000 Penalty: 3635.284424
	Iteration 100F: 3 clusters Score -9563033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -9563017.000000 Penalty: 3635.284424
	Iteration 101Q: 3 clusters Score -9563017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -9563016.000000 Penalty: 3635.284424
	Iteration 102Q: 3 clusters Score -9563016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -9563022.000000 Penalty: 3635.284424
	Iteration 103Q: 3 clusters Score -9563022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -9563004.000000 Penalty: 3635.284424
	Iteration 104Q: 3 clusters Score -9563004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -9563020.000000 Penalty: 3635.284424
	Iteration 105Q: 3 clusters Score -9563020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -9563029.000000 Penalty: 3635.284424
	Iteration 106Q: 3 clusters Score -9563029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -9563037.000000 Penalty: 3635.284424
	Iteration 107Q: 3 clusters Score -9563037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -9563047.000000 Penalty: 3635.284424
	Iteration 108Q: 3 clusters Score -9563047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -9563039.000000 Penalty: 3635.284424
	Iteration 109Q: 3 clusters Score -9563039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -9563050.000000 Penalty: 3635.284424
	Iteration 110Q: 3 clusters Score -9563050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -9563055.000000 Penalty: 3635.284424
	Iteration 111Q: 3 clusters Score -9563055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -9563051.000000 Penalty: 3635.284424
	Iteration 112Q: 3 clusters Score -9563051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -9563064.000000 Penalty: 3635.284424
	Iteration 113Q: 3 clusters Score -9563064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -9563063.000000 Penalty: 3635.284424
	Iteration 114Q: 3 clusters Score -9563063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -9563077.000000 Penalty: 3635.284424
	Iteration 115Q: 3 clusters Score -9563077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9563093.000000 Penalty: 3635.284424
	Iteration 116Q: 3 clusters Score -9563093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -9563084.000000 Penalty: 3635.284424
	Iteration 117Q: 3 clusters Score -9563084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -9563095.000000 Penalty: 3635.284424
	Iteration 118Q: 3 clusters Score -9563095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -9563116.000000 Penalty: 3635.284424
	Iteration 119Q: 3 clusters Score -9563116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -9563113.000000 Penalty: 3635.284424
	Iteration 120F: 3 clusters Score -9563113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -9563103.000000 Penalty: 3635.284424
	Iteration 121Q: 3 clusters Score -9563103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -9563113.000000 Penalty: 3635.284424
	Iteration 122Q: 3 clusters Score -9563113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -9563114.000000 Penalty: 3635.284424
	Iteration 123Q: 3 clusters Score -9563114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -9563106.000000 Penalty: 3635.284424
	Iteration 124Q: 3 clusters Score -9563106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -9563112.000000 Penalty: 3635.284424
	Iteration 125Q: 3 clusters Score -9563112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -9563112.000000 Penalty: 3635.284424
	Iteration 126Q: 3 clusters Score -9563112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -9563112.000000 Penalty: 3635.284424
	Iteration 127F: 3 clusters Score -9563112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Entering Unmasked Estep 
Score: -6883234.000000 Penalty: 1765.578125
	Iteration 0F: 2 clusters Score -6883234 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 26331 members 
Entering Unmasked Estep 
Score: -6848347.000000 Penalty: 3531.156250
	Iteration 0F: 3 clusters Score -6848347 nChanged 24558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6862052.500000 Penalty: 3531.156250
	Iteration 1F: 3 clusters Score -6862052 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -6862636.500000 Penalty: 3531.156250
	Iteration 2Q: 3 clusters Score -6862636 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -6863408.500000 Penalty: 3531.156250
	Iteration 3Q: 3 clusters Score -6863408 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -6864722.500000 Penalty: 3531.156250
	Iteration 4F: 3 clusters Score -6864722 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -6867201.000000 Penalty: 3531.156250
	Iteration 5F: 3 clusters Score -6867201 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -6871076.000000 Penalty: 3531.156250
	Iteration 6F: 3 clusters Score -6871076 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -6875806.500000 Penalty: 3531.156250
	Iteration 7F: 3 clusters Score -6875806 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6879328.000000 Penalty: 3531.156250
	Iteration 8F: 3 clusters Score -6879328 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6880906.500000 Penalty: 3531.156250
	Iteration 9Q: 3 clusters Score -6880906 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -6881383.500000 Penalty: 3531.156250
	Iteration 10Q: 3 clusters Score -6881384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6881514.500000 Penalty: 3531.156250
	Iteration 11Q: 3 clusters Score -6881514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -6881579.000000 Penalty: 3531.156250
	Iteration 12Q: 3 clusters Score -6881579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -6881615.500000 Penalty: 3531.156250
	Iteration 13Q: 3 clusters Score -6881616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -6881638.000000 Penalty: 3531.156250
	Iteration 14Q: 3 clusters Score -6881638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -6881660.000000 Penalty: 3531.156250
	Iteration 15Q: 3 clusters Score -6881660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -6881664.000000 Penalty: 3531.156250
	Iteration 16Q: 3 clusters Score -6881664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -6881673.000000 Penalty: 3531.156250
	Iteration 17Q: 3 clusters Score -6881673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -6881680.500000 Penalty: 3531.156250
	Iteration 18Q: 3 clusters Score -6881680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -6881684.500000 Penalty: 3531.156250
	Iteration 19Q: 3 clusters Score -6881684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -6881686.500000 Penalty: 3531.156250
	Iteration 20F: 3 clusters Score -6881686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (47983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Entering Unmasked Estep 
Score: -6374194.500000 Penalty: 1751.522827
	Iteration 0F: 2 clusters Score -6374194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -6342195.000000 Penalty: 3503.045654
	Iteration 0F: 3 clusters Score -6342195 nChanged 22592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -6354957.500000 Penalty: 3503.045654
	Iteration 1F: 3 clusters Score -6354958 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -6355460.000000 Penalty: 3503.045654
	Iteration 2Q: 3 clusters Score -6355460 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -6355870.500000 Penalty: 3503.045654
	Iteration 3Q: 3 clusters Score -6355870 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -6356298.500000 Penalty: 3503.045654
	Iteration 4Q: 3 clusters Score -6356298 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -6356887.500000 Penalty: 3503.045654
	Iteration 5Q: 3 clusters Score -6356888 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -6357764.500000 Penalty: 3503.045654
	Iteration 6Q: 3 clusters Score -6357764 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -6359098.000000 Penalty: 3503.045654
	Iteration 7F: 3 clusters Score -6359098 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -6360862.000000 Penalty: 3503.045654
	Iteration 8F: 3 clusters Score -6360862 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -6363216.500000 Penalty: 3503.045654
	Iteration 9F: 3 clusters Score -6363216 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -6365729.500000 Penalty: 3503.045654
	Iteration 10F: 3 clusters Score -6365730 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6368103.500000 Penalty: 3503.045654
	Iteration 11F: 3 clusters Score -6368104 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6369983.000000 Penalty: 3503.045654
	Iteration 12Q: 3 clusters Score -6369983 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6371145.500000 Penalty: 3503.045654
	Iteration 13Q: 3 clusters Score -6371146 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6371845.500000 Penalty: 3503.045654
	Iteration 14Q: 3 clusters Score -6371846 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6372232.500000 Penalty: 3503.045654
	Iteration 15Q: 3 clusters Score -6372232 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6372436.000000 Penalty: 3503.045654
	Iteration 16Q: 3 clusters Score -6372436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6372519.500000 Penalty: 3503.045654
	Iteration 17Q: 3 clusters Score -6372520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6372569.500000 Penalty: 3503.045654
	Iteration 18Q: 3 clusters Score -6372570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6372593.000000 Penalty: 3503.045654
	Iteration 19Q: 3 clusters Score -6372593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6372628.500000 Penalty: 3503.045654
	Iteration 20F: 3 clusters Score -6372628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6372646.000000 Penalty: 3503.045654
	Iteration 21Q: 3 clusters Score -6372646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6372646.500000 Penalty: 3503.045654
	Iteration 22Q: 3 clusters Score -6372646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6372655.500000 Penalty: 3503.045654
	Iteration 23Q: 3 clusters Score -6372656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6372662.500000 Penalty: 3503.045654
	Iteration 24Q: 3 clusters Score -6372662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6372674.000000 Penalty: 3503.045654
	Iteration 25Q: 3 clusters Score -6372674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6372672.500000 Penalty: 3503.045654
	Iteration 26Q: 3 clusters Score -6372672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6372680.500000 Penalty: 3503.045654
	Iteration 27Q: 3 clusters Score -6372680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6372685.000000 Penalty: 3503.045654
	Iteration 28Q: 3 clusters Score -6372685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6372687.500000 Penalty: 3503.045654
	Iteration 29Q: 3 clusters Score -6372688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6372688.000000 Penalty: 3503.045654
	Iteration 30Q: 3 clusters Score -6372688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6372688.000000 Penalty: 3503.045654
	Iteration 31Q: 3 clusters Score -6372688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6372684.500000 Penalty: 3503.045654
	Iteration 32Q: 3 clusters Score -6372684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6372682.000000 Penalty: 3503.045654
	Iteration 33Q: 3 clusters Score -6372682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6372685.000000 Penalty: 3503.045654
	Iteration 34Q: 3 clusters Score -6372685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6372685.000000 Penalty: 3503.045654
	Iteration 35F: 3 clusters Score -6372685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (58073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Entering Unmasked Estep 
Score: -7718548.500000 Penalty: 1782.536499
	Iteration 0F: 2 clusters Score -7718548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7680028.000000 Penalty: 3565.072998
	Iteration 0F: 3 clusters Score -7680028 nChanged 27264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -7695915.500000 Penalty: 3565.072998
	Iteration 1F: 3 clusters Score -7695916 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7696689.500000 Penalty: 3565.072998
	Iteration 2Q: 3 clusters Score -7696690 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -7697784.000000 Penalty: 3565.072998
	Iteration 3Q: 3 clusters Score -7697784 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7699682.500000 Penalty: 3565.072998
	Iteration 4F: 3 clusters Score -7699682 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -7702866.500000 Penalty: 3565.072998
	Iteration 5F: 3 clusters Score -7702866 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -7707374.000000 Penalty: 3565.072998
	Iteration 6F: 3 clusters Score -7707374 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -7712009.500000 Penalty: 3565.072998
	Iteration 7F: 3 clusters Score -7712010 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7714768.500000 Penalty: 3565.072998
	Iteration 8F: 3 clusters Score -7714768 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7716013.000000 Penalty: 3565.072998
	Iteration 9Q: 3 clusters Score -7716013 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -7716540.500000 Penalty: 3565.072998
	Iteration 10Q: 3 clusters Score -7716540 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -7716758.500000 Penalty: 3565.072998
	Iteration 11Q: 3 clusters Score -7716758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -7716816.500000 Penalty: 3565.072998
	Iteration 12Q: 3 clusters Score -7716816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -7716861.000000 Penalty: 3565.072998
	Iteration 13Q: 3 clusters Score -7716861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -7716880.000000 Penalty: 3565.072998
	Iteration 14Q: 3 clusters Score -7716880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -7716895.500000 Penalty: 3565.072998
	Iteration 15Q: 3 clusters Score -7716896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -7716903.000000 Penalty: 3565.072998
	Iteration 16Q: 3 clusters Score -7716903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -7716907.000000 Penalty: 3565.072998
	Iteration 17Q: 3 clusters Score -7716907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7716922.000000 Penalty: 3565.072998
	Iteration 18Q: 3 clusters Score -7716922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -7716912.000000 Penalty: 3565.072998
	Iteration 19Q: 3 clusters Score -7716912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -7716913.500000 Penalty: 3565.072998
	Iteration 20F: 3 clusters Score -7716914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7716920.000000 Penalty: 3565.072998
	Iteration 21Q: 3 clusters Score -7716920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7716920.000000 Penalty: 3565.072998
	Iteration 22F: 3 clusters Score -7716920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (86493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Entering Unmasked Estep 
Score: -11430597.000000 Penalty: 1847.270508
	Iteration 0F: 2 clusters Score -1.14306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -11379524.000000 Penalty: 3694.541016
	Iteration 0F: 3 clusters Score -1.137952e+07 nChanged 41169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -11402978.000000 Penalty: 3694.541016
	Iteration 1F: 3 clusters Score -1.140298e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -11403734.000000 Penalty: 3694.541016
	Iteration 2Q: 3 clusters Score -1.140373e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -11404783.000000 Penalty: 3694.541016
	Iteration 3Q: 3 clusters Score -1.140478e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -11406227.000000 Penalty: 3694.541016
	Iteration 4Q: 3 clusters Score -1.140623e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -11409050.000000 Penalty: 3694.541016
	Iteration 5F: 3 clusters Score -1.140905e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -11412980.000000 Penalty: 3694.541016
	Iteration 6F: 3 clusters Score -1.141298e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -11417526.000000 Penalty: 3694.541016
	Iteration 7F: 3 clusters Score -1.141753e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -11421101.000000 Penalty: 3694.541016
	Iteration 8F: 3 clusters Score -1.14211e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -11423627.000000 Penalty: 3694.541016
	Iteration 9Q: 3 clusters Score -1.142363e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -11425408.000000 Penalty: 3694.541016
	Iteration 10Q: 3 clusters Score -1.142541e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -11426413.000000 Penalty: 3694.541016
	Iteration 11Q: 3 clusters Score -1.142641e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -11427018.000000 Penalty: 3694.541016
	Iteration 12Q: 3 clusters Score -1.142702e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -11427484.000000 Penalty: 3694.541016
	Iteration 13Q: 3 clusters Score -1.142748e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -11427852.000000 Penalty: 3694.541016
	Iteration 14Q: 3 clusters Score -1.142785e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -11428103.000000 Penalty: 3694.541016
	Iteration 15Q: 3 clusters Score -1.14281e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -11428405.000000 Penalty: 3694.541016
	Iteration 16Q: 3 clusters Score -1.14284e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -11428589.000000 Penalty: 3694.541016
	Iteration 17Q: 3 clusters Score -1.142859e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11428763.000000 Penalty: 3694.541016
	Iteration 18Q: 3 clusters Score -1.142876e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -11428876.000000 Penalty: 3694.541016
	Iteration 19Q: 3 clusters Score -1.142888e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11429042.000000 Penalty: 3694.541016
	Iteration 20F: 3 clusters Score -1.142904e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -11429142.000000 Penalty: 3694.541016
	Iteration 21Q: 3 clusters Score -1.142914e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11429287.000000 Penalty: 3694.541016
	Iteration 22Q: 3 clusters Score -1.142929e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -11429380.000000 Penalty: 3694.541016
	Iteration 23Q: 3 clusters Score -1.142938e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -11429419.000000 Penalty: 3694.541016
	Iteration 24Q: 3 clusters Score -1.142942e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11429499.000000 Penalty: 3694.541016
	Iteration 25Q: 3 clusters Score -1.14295e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11429517.000000 Penalty: 3694.541016
	Iteration 26Q: 3 clusters Score -1.142952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -11429540.000000 Penalty: 3694.541016
	Iteration 27Q: 3 clusters Score -1.142954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11429545.000000 Penalty: 3694.541016
	Iteration 28Q: 3 clusters Score -1.142954e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11429524.000000 Penalty: 3694.541016
	Iteration 29Q: 3 clusters Score -1.142952e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11429516.000000 Penalty: 3694.541016
	Iteration 30Q: 3 clusters Score -1.142952e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11429522.000000 Penalty: 3694.541016
	Iteration 31Q: 3 clusters Score -1.142952e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11429511.000000 Penalty: 3694.541016
	Iteration 32Q: 3 clusters Score -1.142951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11429498.000000 Penalty: 3694.541016
	Iteration 33Q: 3 clusters Score -1.14295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11429508.000000 Penalty: 3694.541016
	Iteration 34Q: 3 clusters Score -1.142951e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11429516.000000 Penalty: 3694.541016
	Iteration 35Q: 3 clusters Score -1.142952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11429520.000000 Penalty: 3694.541016
	Iteration 36Q: 3 clusters Score -1.142952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11429547.000000 Penalty: 3694.541016
	Iteration 37Q: 3 clusters Score -1.142955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11429541.000000 Penalty: 3694.541016
	Iteration 38Q: 3 clusters Score -1.142954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -11429553.000000 Penalty: 3694.541016
	Iteration 39Q: 3 clusters Score -1.142955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11429567.000000 Penalty: 3694.541016
	Iteration 40F: 3 clusters Score -1.142957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11429562.000000 Penalty: 3694.541016
	Iteration 41Q: 3 clusters Score -1.142956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11429556.000000 Penalty: 3694.541016
	Iteration 42Q: 3 clusters Score -1.142956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11429559.000000 Penalty: 3694.541016
	Iteration 43Q: 3 clusters Score -1.142956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11429570.000000 Penalty: 3694.541016
	Iteration 44Q: 3 clusters Score -1.142957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11429573.000000 Penalty: 3694.541016
	Iteration 45Q: 3 clusters Score -1.142957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -11429572.000000 Penalty: 3694.541016
	Iteration 46Q: 3 clusters Score -1.142957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11429564.000000 Penalty: 3694.541016
	Iteration 47Q: 3 clusters Score -1.142956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11429570.000000 Penalty: 3694.541016
	Iteration 48Q: 3 clusters Score -1.142957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11429581.000000 Penalty: 3694.541016
	Iteration 49Q: 3 clusters Score -1.142958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11429594.000000 Penalty: 3694.541016
	Iteration 50Q: 3 clusters Score -1.142959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11429590.000000 Penalty: 3694.541016
	Iteration 51Q: 3 clusters Score -1.142959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11429599.000000 Penalty: 3694.541016
	Iteration 52Q: 3 clusters Score -1.14296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11429598.000000 Penalty: 3694.541016
	Iteration 53Q: 3 clusters Score -1.14296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11429597.000000 Penalty: 3694.541016
	Iteration 54Q: 3 clusters Score -1.14296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11429612.000000 Penalty: 3694.541016
	Iteration 55Q: 3 clusters Score -1.142961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11429609.000000 Penalty: 3694.541016
	Iteration 56Q: 3 clusters Score -1.142961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11429622.000000 Penalty: 3694.541016
	Iteration 57Q: 3 clusters Score -1.142962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11429616.000000 Penalty: 3694.541016
	Iteration 58Q: 3 clusters Score -1.142962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11429612.000000 Penalty: 3694.541016
	Iteration 59Q: 3 clusters Score -1.142961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11429608.000000 Penalty: 3694.541016
	Iteration 60F: 3 clusters Score -1.142961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11429608.000000 Penalty: 3694.541016
	Iteration 61Q: 3 clusters Score -1.142961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11429603.000000 Penalty: 3694.541016
	Iteration 62Q: 3 clusters Score -1.14296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11429601.000000 Penalty: 3694.541016
	Iteration 63Q: 3 clusters Score -1.14296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11429611.000000 Penalty: 3694.541016
	Iteration 64Q: 3 clusters Score -1.142961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11429618.000000 Penalty: 3694.541016
	Iteration 65Q: 3 clusters Score -1.142962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11429623.000000 Penalty: 3694.541016
	Iteration 66Q: 3 clusters Score -1.142962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11429635.000000 Penalty: 3694.541016
	Iteration 67Q: 3 clusters Score -1.142964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11429639.000000 Penalty: 3694.541016
	Iteration 68Q: 3 clusters Score -1.142964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11429623.000000 Penalty: 3694.541016
	Iteration 69Q: 3 clusters Score -1.142962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11429632.000000 Penalty: 3694.541016
	Iteration 70Q: 3 clusters Score -1.142963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11429632.000000 Penalty: 3694.541016
	Iteration 71Q: 3 clusters Score -1.142963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11429633.000000 Penalty: 3694.541016
	Iteration 72Q: 3 clusters Score -1.142963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11429628.000000 Penalty: 3694.541016
	Iteration 73Q: 3 clusters Score -1.142963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11429613.000000 Penalty: 3694.541016
	Iteration 74Q: 3 clusters Score -1.142961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11429618.000000 Penalty: 3694.541016
	Iteration 75Q: 3 clusters Score -1.142962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11429626.000000 Penalty: 3694.541016
	Iteration 76Q: 3 clusters Score -1.142963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11429621.000000 Penalty: 3694.541016
	Iteration 77Q: 3 clusters Score -1.142962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11429614.000000 Penalty: 3694.541016
	Iteration 78Q: 3 clusters Score -1.142961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11429625.000000 Penalty: 3694.541016
	Iteration 79Q: 3 clusters Score -1.142962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11429619.000000 Penalty: 3694.541016
	Iteration 80F: 3 clusters Score -1.142962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (76851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Entering Unmasked Estep 
Score: -10196503.000000 Penalty: 1828.063843
	Iteration 0F: 2 clusters Score -1.01965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -10147859.000000 Penalty: 3656.127686
	Iteration 0F: 3 clusters Score -1.014786e+07 nChanged 36680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -10168693.000000 Penalty: 3656.127686
	Iteration 1F: 3 clusters Score -1.016869e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -10169338.000000 Penalty: 3656.127686
	Iteration 2Q: 3 clusters Score -1.016934e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -10170196.000000 Penalty: 3656.127686
	Iteration 3Q: 3 clusters Score -1.01702e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -10171706.000000 Penalty: 3656.127686
	Iteration 4Q: 3 clusters Score -1.017171e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -10174229.000000 Penalty: 3656.127686
	Iteration 5F: 3 clusters Score -1.017423e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -10178158.000000 Penalty: 3656.127686
	Iteration 6F: 3 clusters Score -1.017816e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -10183416.000000 Penalty: 3656.127686
	Iteration 7F: 3 clusters Score -1.018342e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -10188737.000000 Penalty: 3656.127686
	Iteration 8F: 3 clusters Score -1.018874e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -10192479.000000 Penalty: 3656.127686
	Iteration 9F: 3 clusters Score -1.019248e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10194028.000000 Penalty: 3656.127686
	Iteration 10Q: 3 clusters Score -1.019403e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10194535.000000 Penalty: 3656.127686
	Iteration 11Q: 3 clusters Score -1.019454e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10194707.000000 Penalty: 3656.127686
	Iteration 12Q: 3 clusters Score -1.019471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10194743.000000 Penalty: 3656.127686
	Iteration 13Q: 3 clusters Score -1.019474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10194784.000000 Penalty: 3656.127686
	Iteration 14Q: 3 clusters Score -1.019478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10194804.000000 Penalty: 3656.127686
	Iteration 15Q: 3 clusters Score -1.01948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10194805.000000 Penalty: 3656.127686
	Iteration 16Q: 3 clusters Score -1.01948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10194817.000000 Penalty: 3656.127686
	Iteration 17Q: 3 clusters Score -1.019482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10194818.000000 Penalty: 3656.127686
	Iteration 18Q: 3 clusters Score -1.019482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10194822.000000 Penalty: 3656.127686
	Iteration 19Q: 3 clusters Score -1.019482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10194822.000000 Penalty: 3656.127686
	Iteration 20F: 3 clusters Score -1.019482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 73651 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 12264 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 52050 members 
Mstep: Class 12 contains 48031 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 5640 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 47099 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19795 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6350 members 
Mstep: Class 26 contains 12294 members 
Mstep: Class 27 contains 12258 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7631 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68795 members 
Mstep: Class 33 contains 9943 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 6248 members 
Mstep: Class 37 contains 14965 members 
Mstep: Class 38 contains 72077 members 
Mstep: Class 39 contains 52318 members 
Mstep: Class 40 contains 47983 members 
Mstep: Class 41 contains 58073 members 
Mstep: Class 42 contains 86493 members 
Mstep: Class 43 contains 76851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792384.000000 Penalty: 96539.859375
Iteration 479Q: 44 clusters Score -1.277924e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 73629 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 12253 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 51976 members 
Mstep: Class 12 contains 48059 members 
Mstep: Class 13 contains 16680 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 15 contains 42591 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 46780 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 15293 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19815 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 6325 members 
Mstep: Class 26 contains 12303 members 
Mstep: Class 27 contains 12186 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68697 members 
Mstep: Class 33 contains 9968 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6198 members 
Mstep: Class 37 contains 14955 members 
Mstep: Class 38 contains 71982 members 
Mstep: Class 39 contains 52448 members 
Mstep: Class 40 contains 47589 members 
Mstep: Class 41 contains 58114 members 
Mstep: Class 42 contains 86570 members 
Mstep: Class 43 contains 77567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792280.000000 Penalty: 96539.859375
Iteration 480F: 44 clusters Score -1.277923e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73580 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 12245 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 51933 members 
Mstep: Class 12 contains 48071 members 
Mstep: Class 13 contains 16677 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 42766 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 46484 members 
Mstep: Class 18 contains 66125 members 
Mstep: Class 19 contains 15252 members 
Mstep: Class 20 contains 15300 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19829 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6293 members 
Mstep: Class 26 contains 12313 members 
Mstep: Class 27 contains 12114 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7624 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68605 members 
Mstep: Class 33 contains 9985 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 14949 members 
Mstep: Class 38 contains 72268 members 
Mstep: Class 39 contains 52549 members 
Mstep: Class 40 contains 46823 members 
Mstep: Class 41 contains 58145 members 
Mstep: Class 42 contains 86645 members 
Mstep: Class 43 contains 78318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791968.000000 Penalty: 96539.859375
Iteration 481Q: 44 clusters Score -1.27792e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73534 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 12237 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 3506 members 
Mstep: Class 11 contains 51863 members 
Mstep: Class 12 contains 48089 members 
Mstep: Class 13 contains 16671 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 42861 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 46181 members 
Mstep: Class 18 contains 66098 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 15311 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19845 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 6264 members 
Mstep: Class 26 contains 12318 members 
Mstep: Class 27 contains 12051 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7618 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68540 members 
Mstep: Class 33 contains 9995 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6098 members 
Mstep: Class 37 contains 14932 members 
Mstep: Class 38 contains 72505 members 
Mstep: Class 39 contains 52659 members 
Mstep: Class 40 contains 46135 members 
Mstep: Class 41 contains 58269 members 
Mstep: Class 42 contains 86719 members 
Mstep: Class 43 contains 78980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791936.000000 Penalty: 96539.859375
Iteration 482Q: 44 clusters Score -1.277919e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73495 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 12225 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 51795 members 
Mstep: Class 12 contains 48109 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 42985 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 45892 members 
Mstep: Class 18 contains 66048 members 
Mstep: Class 19 contains 15254 members 
Mstep: Class 20 contains 15319 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19857 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 6239 members 
Mstep: Class 26 contains 12332 members 
Mstep: Class 27 contains 11990 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7618 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4828 members 
Mstep: Class 32 contains 68483 members 
Mstep: Class 33 contains 10015 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 6054 members 
Mstep: Class 37 contains 14914 members 
Mstep: Class 38 contains 72716 members 
Mstep: Class 39 contains 52746 members 
Mstep: Class 40 contains 45482 members 
Mstep: Class 41 contains 58373 members 
Mstep: Class 42 contains 86774 members 
Mstep: Class 43 contains 79636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791832.000000 Penalty: 96539.859375
Iteration 483Q: 44 clusters Score -1.277918e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 73459 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 12215 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 51735 members 
Mstep: Class 12 contains 48125 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 43098 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 45591 members 
Mstep: Class 18 contains 65978 members 
Mstep: Class 19 contains 15254 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 6212 members 
Mstep: Class 26 contains 12355 members 
Mstep: Class 27 contains 11955 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7619 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68410 members 
Mstep: Class 33 contains 10031 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 6005 members 
Mstep: Class 37 contains 14907 members 
Mstep: Class 38 contains 72905 members 
Mstep: Class 39 contains 52821 members 
Mstep: Class 40 contains 44770 members 
Mstep: Class 41 contains 58493 members 
Mstep: Class 42 contains 86836 members 
Mstep: Class 43 contains 80364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791680.000000 Penalty: 96539.859375
Iteration 484Q: 44 clusters Score -1.277917e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73431 members 
Mstep: Class 7 contains 5631 members 
Mstep: Class 8 contains 12206 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 51693 members 
Mstep: Class 12 contains 48138 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 43195 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 45354 members 
Mstep: Class 18 contains 65887 members 
Mstep: Class 19 contains 15247 members 
Mstep: Class 20 contains 15331 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 6199 members 
Mstep: Class 26 contains 12362 members 
Mstep: Class 27 contains 11918 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7617 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68353 members 
Mstep: Class 33 contains 10034 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 5960 members 
Mstep: Class 37 contains 14895 members 
Mstep: Class 38 contains 73041 members 
Mstep: Class 39 contains 52915 members 
Mstep: Class 40 contains 44154 members 
Mstep: Class 41 contains 58680 members 
Mstep: Class 42 contains 86853 members 
Mstep: Class 43 contains 80960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791288.000000 Penalty: 96539.859375
Iteration 485Q: 44 clusters Score -1.277913e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73400 members 
Mstep: Class 7 contains 5623 members 
Mstep: Class 8 contains 12200 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3535 members 
Mstep: Class 11 contains 51674 members 
Mstep: Class 12 contains 48158 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 43303 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 65765 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 15332 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19942 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 12364 members 
Mstep: Class 27 contains 11863 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7615 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68305 members 
Mstep: Class 33 contains 10044 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 5917 members 
Mstep: Class 37 contains 14885 members 
Mstep: Class 38 contains 73163 members 
Mstep: Class 39 contains 53007 members 
Mstep: Class 40 contains 43546 members 
Mstep: Class 41 contains 58947 members 
Mstep: Class 42 contains 86859 members 
Mstep: Class 43 contains 81478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791352.000000 Penalty: 96539.859375
Iteration 486Q: 44 clusters Score -1.277914e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73372 members 
Mstep: Class 7 contains 5625 members 
Mstep: Class 8 contains 12187 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 51676 members 
Mstep: Class 12 contains 48184 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 43429 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 45002 members 
Mstep: Class 18 contains 65654 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19967 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 6196 members 
Mstep: Class 26 contains 12377 members 
Mstep: Class 27 contains 11817 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7613 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68251 members 
Mstep: Class 33 contains 10054 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3053 members 
Mstep: Class 36 contains 5892 members 
Mstep: Class 37 contains 14876 members 
Mstep: Class 38 contains 73303 members 
Mstep: Class 39 contains 53053 members 
Mstep: Class 40 contains 42978 members 
Mstep: Class 41 contains 59141 members 
Mstep: Class 42 contains 86864 members 
Mstep: Class 43 contains 81877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791296.000000 Penalty: 96539.859375
Iteration 487Q: 44 clusters Score -1.277913e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73354 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 12181 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 51694 members 
Mstep: Class 12 contains 48189 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 43524 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 44885 members 
Mstep: Class 18 contains 65563 members 
Mstep: Class 19 contains 15247 members 
Mstep: Class 20 contains 15330 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 6181 members 
Mstep: Class 26 contains 12386 members 
Mstep: Class 27 contains 11765 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7610 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68221 members 
Mstep: Class 33 contains 10070 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3054 members 
Mstep: Class 36 contains 5872 members 
Mstep: Class 37 contains 14863 members 
Mstep: Class 38 contains 73441 members 
Mstep: Class 39 contains 53110 members 
Mstep: Class 40 contains 42456 members 
Mstep: Class 41 contains 59345 members 
Mstep: Class 42 contains 86871 members 
Mstep: Class 43 contains 82201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791248.000000 Penalty: 96539.859375
Iteration 488Q: 44 clusters Score -1.277912e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 73311 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 12175 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 51720 members 
Mstep: Class 12 contains 48197 members 
Mstep: Class 13 contains 16674 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 43590 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 44848 members 
Mstep: Class 18 contains 65475 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 19995 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 6173 members 
Mstep: Class 26 contains 12397 members 
Mstep: Class 27 contains 11720 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7609 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68213 members 
Mstep: Class 33 contains 10074 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3053 members 
Mstep: Class 36 contains 5858 members 
Mstep: Class 37 contains 14851 members 
Mstep: Class 38 contains 73660 members 
Mstep: Class 39 contains 53171 members 
Mstep: Class 40 contains 41911 members 
Mstep: Class 41 contains 59542 members 
Mstep: Class 42 contains 86853 members 
Mstep: Class 43 contains 82432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790592.000000 Penalty: 96539.859375
Iteration 489Q: 44 clusters Score -1.277906e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 73295 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 51745 members 
Mstep: Class 12 contains 48208 members 
Mstep: Class 13 contains 16678 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 43612 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 44844 members 
Mstep: Class 18 contains 65403 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 20 contains 15332 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20018 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 6160 members 
Mstep: Class 26 contains 12404 members 
Mstep: Class 27 contains 11638 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68225 members 
Mstep: Class 33 contains 10078 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 5854 members 
Mstep: Class 37 contains 14833 members 
Mstep: Class 38 contains 73895 members 
Mstep: Class 39 contains 53236 members 
Mstep: Class 40 contains 41412 members 
Mstep: Class 41 contains 59729 members 
Mstep: Class 42 contains 86848 members 
Mstep: Class 43 contains 82585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790392.000000 Penalty: 96539.859375
Iteration 490Q: 44 clusters Score -1.277904e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 73266 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 12167 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 51789 members 
Mstep: Class 12 contains 48204 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 43619 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 65364 members 
Mstep: Class 19 contains 15230 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20024 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 6144 members 
Mstep: Class 26 contains 12406 members 
Mstep: Class 27 contains 11581 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7610 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68222 members 
Mstep: Class 33 contains 10080 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 5856 members 
Mstep: Class 37 contains 14819 members 
Mstep: Class 38 contains 74153 members 
Mstep: Class 39 contains 53292 members 
Mstep: Class 40 contains 40908 members 
Mstep: Class 41 contains 59948 members 
Mstep: Class 42 contains 86841 members 
Mstep: Class 43 contains 82640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790224.000000 Penalty: 96539.859375
Iteration 491Q: 44 clusters Score -1.277902e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 73245 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 12163 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 51807 members 
Mstep: Class 12 contains 48227 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 43657 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 44951 members 
Mstep: Class 18 contains 65303 members 
Mstep: Class 19 contains 15232 members 
Mstep: Class 20 contains 15336 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20029 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 6132 members 
Mstep: Class 26 contains 12407 members 
Mstep: Class 27 contains 11544 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7610 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68216 members 
Mstep: Class 33 contains 10077 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3052 members 
Mstep: Class 36 contains 5851 members 
Mstep: Class 37 contains 14807 members 
Mstep: Class 38 contains 74311 members 
Mstep: Class 39 contains 53356 members 
Mstep: Class 40 contains 40436 members 
Mstep: Class 41 contains 60160 members 
Mstep: Class 42 contains 86845 members 
Mstep: Class 43 contains 82684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790384.000000 Penalty: 96539.859375
Iteration 492Q: 44 clusters Score -1.277904e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 73230 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 12155 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 51833 members 
Mstep: Class 12 contains 48245 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 43742 members 
Mstep: Class 16 contains 6520 members 
Mstep: Class 17 contains 45013 members 
Mstep: Class 18 contains 65214 members 
Mstep: Class 19 contains 15225 members 
Mstep: Class 20 contains 15338 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20035 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 6128 members 
Mstep: Class 26 contains 12408 members 
Mstep: Class 27 contains 11507 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7610 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68199 members 
Mstep: Class 33 contains 10075 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 5841 members 
Mstep: Class 37 contains 14798 members 
Mstep: Class 38 contains 74494 members 
Mstep: Class 39 contains 53418 members 
Mstep: Class 40 contains 39964 members 
Mstep: Class 41 contains 60472 members 
Mstep: Class 42 contains 86829 members 
Mstep: Class 43 contains 82632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790448.000000 Penalty: 96539.859375
Iteration 493Q: 44 clusters Score -1.277904e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 73226 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 51861 members 
Mstep: Class 12 contains 48269 members 
Mstep: Class 13 contains 16694 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 43801 members 
Mstep: Class 16 contains 6517 members 
Mstep: Class 17 contains 45152 members 
Mstep: Class 18 contains 65124 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20046 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 6120 members 
Mstep: Class 26 contains 12409 members 
Mstep: Class 27 contains 11456 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7609 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68194 members 
Mstep: Class 33 contains 10080 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 5832 members 
Mstep: Class 37 contains 14789 members 
Mstep: Class 38 contains 74666 members 
Mstep: Class 39 contains 53451 members 
Mstep: Class 40 contains 39469 members 
Mstep: Class 41 contains 60773 members 
Mstep: Class 42 contains 86832 members 
Mstep: Class 43 contains 82555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790760.000000 Penalty: 96539.859375
Iteration 494Q: 44 clusters Score -1.277908e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 73223 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 12138 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3476 members 
Mstep: Class 11 contains 51889 members 
Mstep: Class 12 contains 48296 members 
Mstep: Class 13 contains 16696 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 43895 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 45256 members 
Mstep: Class 18 contains 65021 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 15340 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20053 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 12408 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 7605 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68186 members 
Mstep: Class 33 contains 10081 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3051 members 
Mstep: Class 36 contains 5829 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 74791 members 
Mstep: Class 39 contains 53485 members 
Mstep: Class 40 contains 39037 members 
Mstep: Class 41 contains 61048 members 
Mstep: Class 42 contains 86835 members 
Mstep: Class 43 contains 82487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790528.000000 Penalty: 96539.859375
Iteration 495Q: 44 clusters Score -1.277905e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 73196 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 12131 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 51921 members 
Mstep: Class 12 contains 48308 members 
Mstep: Class 13 contains 16696 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 43977 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 45348 members 
Mstep: Class 18 contains 64914 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20045 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 12405 members 
Mstep: Class 27 contains 11391 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7602 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4829 members 
Mstep: Class 32 contains 68172 members 
Mstep: Class 33 contains 10079 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3050 members 
Mstep: Class 36 contains 5821 members 
Mstep: Class 37 contains 14767 members 
Mstep: Class 38 contains 74854 members 
Mstep: Class 39 contains 53528 members 
Mstep: Class 40 contains 38610 members 
Mstep: Class 41 contains 61392 members 
Mstep: Class 42 contains 86837 members 
Mstep: Class 43 contains 82487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790576.000000 Penalty: 96539.859375
Iteration 496Q: 44 clusters Score -1.277906e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 73189 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 51943 members 
Mstep: Class 12 contains 48331 members 
Mstep: Class 13 contains 16698 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 44090 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 45421 members 
Mstep: Class 18 contains 64788 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20052 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 12401 members 
Mstep: Class 27 contains 11349 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7602 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 68143 members 
Mstep: Class 33 contains 10078 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 5818 members 
Mstep: Class 37 contains 14759 members 
Mstep: Class 38 contains 74882 members 
Mstep: Class 39 contains 53550 members 
Mstep: Class 40 contains 38200 members 
Mstep: Class 41 contains 61709 members 
Mstep: Class 42 contains 86855 members 
Mstep: Class 43 contains 82528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790696.000000 Penalty: 96539.859375
Iteration 497Q: 44 clusters Score -1.277907e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 73175 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 51954 members 
Mstep: Class 12 contains 48357 members 
Mstep: Class 13 contains 16699 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 44210 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 45453 members 
Mstep: Class 18 contains 64700 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20052 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 6039 members 
Mstep: Class 26 contains 12394 members 
Mstep: Class 27 contains 11300 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7602 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 68105 members 
Mstep: Class 33 contains 10076 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3048 members 
Mstep: Class 36 contains 5815 members 
Mstep: Class 37 contains 14750 members 
Mstep: Class 38 contains 74942 members 
Mstep: Class 39 contains 53576 members 
Mstep: Class 40 contains 37810 members 
Mstep: Class 41 contains 61955 members 
Mstep: Class 42 contains 86886 members 
Mstep: Class 43 contains 82600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790336.000000 Penalty: 96539.859375
Iteration 498Q: 44 clusters Score -1.277903e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 73157 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 12109 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 51958 members 
Mstep: Class 12 contains 48369 members 
Mstep: Class 13 contains 16701 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 44305 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 45474 members 
Mstep: Class 18 contains 64609 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 15347 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 6024 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 11257 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7598 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 68101 members 
Mstep: Class 33 contains 10071 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 5813 members 
Mstep: Class 37 contains 14739 members 
Mstep: Class 38 contains 74999 members 
Mstep: Class 39 contains 53605 members 
Mstep: Class 40 contains 37401 members 
Mstep: Class 41 contains 62144 members 
Mstep: Class 42 contains 86927 members 
Mstep: Class 43 contains 82756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790304.000000 Penalty: 96539.859375
Iteration 499Q: 44 clusters Score -1.277903e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 73146 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 12105 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3465 members 
Mstep: Class 11 contains 51974 members 
Mstep: Class 12 contains 48382 members 
Mstep: Class 13 contains 16703 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 44404 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 45461 members 
Mstep: Class 18 contains 64513 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 20 contains 15348 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 11216 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 7596 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 68120 members 
Mstep: Class 33 contains 10067 members 
Mstep: Class 34 contains 1864 members 
Mstep: Class 35 contains 3049 members 
Mstep: Class 36 contains 5818 members 
Mstep: Class 37 contains 14728 members 
Mstep: Class 38 contains 74998 members 
Mstep: Class 39 contains 53647 members 
Mstep: Class 40 contains 37024 members 
Mstep: Class 41 contains 62298 members 
Mstep: Class 42 contains 86933 members 
Mstep: Class 43 contains 82980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790192.000000 Penalty: 96539.859375
Iteration 500F: 44 clusters Score -1.277902e+08 nChanged 1725
Maximum iterations exceeded
23->44 Clusters: Score -127790192.000000, best is -127798976.000000

Starting from 24 clusters...
--- Clustering full data set of 1000570 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 43712 members 
Mstep: Class 3 contains 43479 members 
Mstep: Class 4 contains 43723 members 
Mstep: Class 5 contains 43527 members 
Mstep: Class 6 contains 43585 members 
Mstep: Class 7 contains 43251 members 
Mstep: Class 8 contains 43342 members 
Mstep: Class 9 contains 43628 members 
Mstep: Class 10 contains 43576 members 
Mstep: Class 11 contains 43517 members 
Mstep: Class 12 contains 43571 members 
Mstep: Class 13 contains 43470 members 
Mstep: Class 14 contains 43562 members 
Mstep: Class 15 contains 43388 members 
Mstep: Class 16 contains 43672 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 43286 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 43840 members 
Mstep: Class 21 contains 43655 members 
Mstep: Class 22 contains 43431 members 
Mstep: Class 23 contains 43040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1690.196289 but Gain 2245.109375
Score: -123472560.000000 Penalty: 49392.488281
Iteration 0F: 23 clusters Score -1.234726e+08 nChanged 956460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1193 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 28709 members 
Mstep: Class 3 contains 15763 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 24140 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37448 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 12 contains 48335 members 
Mstep: Class 13 contains 36302 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 7917 members 
Mstep: Class 17 contains 35353 members 
Mstep: Class 18 contains 114181 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 25881 members 
Mstep: Class 22 contains 9269 members 
Mstep: Class 23 contains 485030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1590.600830 but Gain 2245.113281
Score: -125834144.000000 Penalty: 47147.375000
Iteration 1F: 22 clusters Score -1.258341e+08 nChanged 418739
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 38999 members 
Mstep: Class 3 contains 12775 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 12598 members 
Mstep: Class 9 contains 40470 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 7638 members 
Mstep: Class 12 contains 55901 members 
Mstep: Class 13 contains 38570 members 
Mstep: Class 15 contains 11535 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 38981 members 
Mstep: Class 18 contains 278083 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 24440 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 298170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126341032.000000 Penalty: 47147.375000
Iteration 2F: 22 clusters Score -1.26341e+08 nChanged 274828
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 140941 members 
Mstep: Class 2 contains 40404 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 15000 members 
Mstep: Class 8 contains 12739 members 
Mstep: Class 9 contains 52436 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 7255 members 
Mstep: Class 12 contains 61300 members 
Mstep: Class 13 contains 43156 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 40434 members 
Mstep: Class 18 contains 238388 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 22896 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 262975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126580312.000000 Penalty: 47147.375000
Iteration 3F: 22 clusters Score -1.265803e+08 nChanged 250959
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 223300 members 
Mstep: Class 2 contains 37624 members 
Mstep: Class 3 contains 16341 members 
Mstep: Class 4 contains 13259 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 9625 members 
Mstep: Class 8 contains 12854 members 
Mstep: Class 9 contains 63467 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 79734 members 
Mstep: Class 13 contains 47427 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 170974 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 22864 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 216092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126626272.000000 Penalty: 47147.375000
Iteration 4F: 22 clusters Score -1.266263e+08 nChanged 234422
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 34211 members 
Mstep: Class 3 contains 19033 members 
Mstep: Class 4 contains 13743 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 7 contains 5757 members 
Mstep: Class 8 contains 12221 members 
Mstep: Class 9 contains 71515 members 
Mstep: Class 10 contains 8834 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 121383 members 
Mstep: Class 13 contains 52967 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 2854 members 
Mstep: Class 17 contains 66826 members 
Mstep: Class 18 contains 185083 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 25386 members 
Mstep: Class 22 contains 2906 members 
Mstep: Class 23 contains 191075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867400.000000 Penalty: 47147.375000
Iteration 5F: 22 clusters Score -1.268674e+08 nChanged 174475
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 31557 members 
Mstep: Class 3 contains 20209 members 
Mstep: Class 4 contains 12194 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 9 contains 73846 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 169291 members 
Mstep: Class 13 contains 55105 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 96667 members 
Mstep: Class 18 contains 137154 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 27846 members 
Mstep: Class 22 contains 2827 members 
Mstep: Class 23 contains 165368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127067016.000000 Penalty: 47147.375000
Iteration 6F: 22 clusters Score -1.27067e+08 nChanged 183863
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 133073 members 
Mstep: Class 2 contains 29503 members 
Mstep: Class 3 contains 21943 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 10679 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 11798 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 165556 members 
Mstep: Class 13 contains 56323 members 
Mstep: Class 15 contains 11896 members 
Mstep: Class 16 contains 3969 members 
Mstep: Class 17 contains 127831 members 
Mstep: Class 18 contains 137316 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 29871 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 156894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127209040.000000 Penalty: 47147.375000
Iteration 7F: 22 clusters Score -1.27209e+08 nChanged 120821
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 27791 members 
Mstep: Class 3 contains 23796 members 
Mstep: Class 4 contains 8643 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 11555 members 
Mstep: Class 9 contains 80080 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 139151 members 
Mstep: Class 13 contains 57735 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 4235 members 
Mstep: Class 17 contains 152082 members 
Mstep: Class 18 contains 131700 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 30335 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 147107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127268152.000000 Penalty: 47147.375000
Iteration 8F: 22 clusters Score -1.272682e+08 nChanged 96485
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 142100 members 
Mstep: Class 2 contains 26364 members 
Mstep: Class 3 contains 24808 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 13034 members 
Mstep: Class 9 contains 83824 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 127153 members 
Mstep: Class 13 contains 57333 members 
Mstep: Class 15 contains 12546 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 163244 members 
Mstep: Class 18 contains 135050 members 
Mstep: Class 19 contains 4833 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 29383 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 145483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127307096.000000 Penalty: 47147.375000
Iteration 9F: 22 clusters Score -1.273071e+08 nChanged 73372
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 141489 members 
Mstep: Class 2 contains 25139 members 
Mstep: Class 3 contains 25070 members 
Mstep: Class 4 contains 5319 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 14599 members 
Mstep: Class 9 contains 87330 members 
Mstep: Class 10 contains 13950 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 129068 members 
Mstep: Class 13 contains 55339 members 
Mstep: Class 15 contains 13000 members 
Mstep: Class 16 contains 4599 members 
Mstep: Class 17 contains 163535 members 
Mstep: Class 18 contains 138992 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 27565 members 
Mstep: Class 22 contains 3003 members 
Mstep: Class 23 contains 140393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127343032.000000 Penalty: 47147.375000
Iteration 10F: 22 clusters Score -1.27343e+08 nChanged 62438
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 140662 members 
Mstep: Class 2 contains 24204 members 
Mstep: Class 3 contains 25549 members 
Mstep: Class 4 contains 4237 members 
Mstep: Class 6 contains 386 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 16056 members 
Mstep: Class 9 contains 90376 members 
Mstep: Class 10 contains 14345 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 128345 members 
Mstep: Class 13 contains 54575 members 
Mstep: Class 15 contains 13349 members 
Mstep: Class 16 contains 4816 members 
Mstep: Class 17 contains 162978 members 
Mstep: Class 18 contains 140598 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 1579 members 
Mstep: Class 21 contains 25520 members 
Mstep: Class 22 contains 3024 members 
Mstep: Class 23 contains 139944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127368832.000000 Penalty: 47147.375000
Iteration 11F: 22 clusters Score -1.273688e+08 nChanged 52255
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 141314 members 
Mstep: Class 2 contains 23475 members 
Mstep: Class 3 contains 26173 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 17555 members 
Mstep: Class 9 contains 92787 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 126068 members 
Mstep: Class 13 contains 54882 members 
Mstep: Class 15 contains 13639 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 162118 members 
Mstep: Class 18 contains 141204 members 
Mstep: Class 19 contains 6258 members 
Mstep: Class 20 contains 1540 members 
Mstep: Class 21 contains 23539 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 139654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127390440.000000 Penalty: 47147.375000
Iteration 12F: 22 clusters Score -1.273904e+08 nChanged 44678
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 22917 members 
Mstep: Class 3 contains 26807 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 18736 members 
Mstep: Class 9 contains 94416 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 124825 members 
Mstep: Class 13 contains 55938 members 
Mstep: Class 15 contains 13807 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 160948 members 
Mstep: Class 18 contains 140365 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 21632 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 140430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127405400.000000 Penalty: 47147.375000
Iteration 13Q: 22 clusters Score -1.274054e+08 nChanged 36819
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 22456 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 19850 members 
Mstep: Class 9 contains 95636 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 124018 members 
Mstep: Class 13 contains 57680 members 
Mstep: Class 15 contains 13934 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 159734 members 
Mstep: Class 18 contains 138815 members 
Mstep: Class 19 contains 6888 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 19949 members 
Mstep: Class 22 contains 2836 members 
Mstep: Class 23 contains 141253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127416128.000000 Penalty: 47147.375000
Iteration 14Q: 22 clusters Score -1.274161e+08 nChanged 30408
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 22082 members 
Mstep: Class 3 contains 27840 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 20951 members 
Mstep: Class 9 contains 96374 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 123642 members 
Mstep: Class 13 contains 59936 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 158528 members 
Mstep: Class 18 contains 136717 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 1449 members 
Mstep: Class 21 contains 18448 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 141751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127424096.000000 Penalty: 47147.375000
Iteration 15Q: 22 clusters Score -1.274241e+08 nChanged 26464
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 28346 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 21892 members 
Mstep: Class 9 contains 96800 members 
Mstep: Class 10 contains 15751 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 123633 members 
Mstep: Class 13 contains 62534 members 
Mstep: Class 15 contains 14016 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 157234 members 
Mstep: Class 18 contains 134122 members 
Mstep: Class 19 contains 7388 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 17210 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 141961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127431232.000000 Penalty: 47147.375000
Iteration 16Q: 22 clusters Score -1.274312e+08 nChanged 24179
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 21558 members 
Mstep: Class 3 contains 28933 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 22766 members 
Mstep: Class 9 contains 96874 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 123386 members 
Mstep: Class 13 contains 65462 members 
Mstep: Class 15 contains 14069 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 156178 members 
Mstep: Class 18 contains 130935 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 16143 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 142287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127437168.000000 Penalty: 47147.375000
Iteration 17Q: 22 clusters Score -1.274372e+08 nChanged 23465
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 141565 members 
Mstep: Class 2 contains 21373 members 
Mstep: Class 3 contains 29541 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 23639 members 
Mstep: Class 9 contains 96731 members 
Mstep: Class 10 contains 16460 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 123191 members 
Mstep: Class 13 contains 68838 members 
Mstep: Class 15 contains 14115 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 155284 members 
Mstep: Class 18 contains 126919 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 142471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127438240.000000 Penalty: 47147.375000
Iteration 18Q: 22 clusters Score -1.274382e+08 nChanged 24841
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 141920 members 
Mstep: Class 2 contains 21243 members 
Mstep: Class 3 contains 30343 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 24521 members 
Mstep: Class 9 contains 96413 members 
Mstep: Class 10 contains 16885 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 123444 members 
Mstep: Class 13 contains 73161 members 
Mstep: Class 15 contains 14141 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 154556 members 
Mstep: Class 18 contains 120721 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 1395 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 3201 members 
Mstep: Class 23 contains 142871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127432752.000000 Penalty: 47147.375000
Iteration 19Q: 22 clusters Score -1.274328e+08 nChanged 28048
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 21189 members 
Mstep: Class 3 contains 31538 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 25312 members 
Mstep: Class 9 contains 96006 members 
Mstep: Class 10 contains 17345 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 124091 members 
Mstep: Class 13 contains 79018 members 
Mstep: Class 15 contains 14127 members 
Mstep: Class 16 contains 5711 members 
Mstep: Class 17 contains 153994 members 
Mstep: Class 18 contains 111488 members 
Mstep: Class 19 contains 8229 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 14111 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 143561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127433920.000000 Penalty: 47147.375000
Iteration 20F: 22 clusters Score -1.274339e+08 nChanged 28035
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 142304 members 
Mstep: Class 2 contains 21128 members 
Mstep: Class 3 contains 32930 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 26159 members 
Mstep: Class 9 contains 95548 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 776 members 
Mstep: Class 12 contains 124243 members 
Mstep: Class 13 contains 86176 members 
Mstep: Class 15 contains 14120 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 153438 members 
Mstep: Class 18 contains 103027 members 
Mstep: Class 19 contains 8483 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 142732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127446824.000000 Penalty: 47147.375000
Iteration 21Q: 22 clusters Score -1.274468e+08 nChanged 26862
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 34318 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 5458 members 
Mstep: Class 8 contains 26992 members 
Mstep: Class 9 contains 95021 members 
Mstep: Class 10 contains 18418 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 123566 members 
Mstep: Class 13 contains 93777 members 
Mstep: Class 15 contains 14095 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 152772 members 
Mstep: Class 18 contains 97456 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 13285 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 140742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127463792.000000 Penalty: 47147.375000
Iteration 22Q: 22 clusters Score -1.274638e+08 nChanged 27679
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 20923 members 
Mstep: Class 3 contains 35489 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 6113 members 
Mstep: Class 8 contains 27733 members 
Mstep: Class 9 contains 94407 members 
Mstep: Class 10 contains 19133 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 12 contains 122525 members 
Mstep: Class 13 contains 101436 members 
Mstep: Class 15 contains 14082 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 152052 members 
Mstep: Class 18 contains 93142 members 
Mstep: Class 19 contains 9062 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 13061 members 
Mstep: Class 22 contains 3376 members 
Mstep: Class 23 contains 137863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127481064.000000 Penalty: 47147.375000
Iteration 23Q: 22 clusters Score -1.274811e+08 nChanged 29347
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138775 members 
Mstep: Class 2 contains 20813 members 
Mstep: Class 3 contains 36501 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 28374 members 
Mstep: Class 9 contains 93763 members 
Mstep: Class 10 contains 19944 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 121357 members 
Mstep: Class 13 contains 108939 members 
Mstep: Class 15 contains 14089 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 151150 members 
Mstep: Class 18 contains 88453 members 
Mstep: Class 19 contains 9355 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 12920 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 135534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127491624.000000 Penalty: 47147.375000
Iteration 24Q: 22 clusters Score -1.274916e+08 nChanged 29988
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 37596 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 7333 members 
Mstep: Class 8 contains 28994 members 
Mstep: Class 9 contains 93155 members 
Mstep: Class 10 contains 20742 members 
Mstep: Class 11 contains 782 members 
Mstep: Class 12 contains 119940 members 
Mstep: Class 13 contains 116719 members 
Mstep: Class 15 contains 14033 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 150328 members 
Mstep: Class 18 contains 83031 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 12732 members 
Mstep: Class 22 contains 3410 members 
Mstep: Class 23 contains 133356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127497976.000000 Penalty: 47147.375000
Iteration 25Q: 22 clusters Score -1.27498e+08 nChanged 29546
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 20721 members 
Mstep: Class 3 contains 38834 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 7874 members 
Mstep: Class 8 contains 29641 members 
Mstep: Class 9 contains 92675 members 
Mstep: Class 10 contains 21437 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 118819 members 
Mstep: Class 13 contains 123856 members 
Mstep: Class 15 contains 14007 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 149322 members 
Mstep: Class 18 contains 77818 members 
Mstep: Class 19 contains 9904 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 3439 members 
Mstep: Class 23 contains 131236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127503392.000000 Penalty: 47147.375000
Iteration 26Q: 22 clusters Score -1.275034e+08 nChanged 29811
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 20716 members 
Mstep: Class 3 contains 40189 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 30223 members 
Mstep: Class 9 contains 92279 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 117646 members 
Mstep: Class 13 contains 129746 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 148482 members 
Mstep: Class 18 contains 74206 members 
Mstep: Class 19 contains 10201 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 12091 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 129075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127507112.000000 Penalty: 47147.375000
Iteration 27Q: 22 clusters Score -1.275071e+08 nChanged 33083
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 20709 members 
Mstep: Class 3 contains 41819 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 8725 members 
Mstep: Class 8 contains 30942 members 
Mstep: Class 9 contains 91922 members 
Mstep: Class 10 contains 22623 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 116850 members 
Mstep: Class 13 contains 132892 members 
Mstep: Class 15 contains 13905 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 147571 members 
Mstep: Class 18 contains 72338 members 
Mstep: Class 19 contains 10469 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 3613 members 
Mstep: Class 23 contains 127413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127510360.000000 Penalty: 47147.375000
Iteration 28Q: 22 clusters Score -1.275104e+08 nChanged 32251
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 20776 members 
Mstep: Class 3 contains 43902 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 9071 members 
Mstep: Class 8 contains 31825 members 
Mstep: Class 9 contains 91618 members 
Mstep: Class 10 contains 23129 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 116462 members 
Mstep: Class 13 contains 132873 members 
Mstep: Class 15 contains 13873 members 
Mstep: Class 16 contains 5861 members 
Mstep: Class 17 contains 146772 members 
Mstep: Class 18 contains 70834 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 3691 members 
Mstep: Class 23 contains 126581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127510648.000000 Penalty: 47147.375000
Iteration 29Q: 22 clusters Score -1.275106e+08 nChanged 28526
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136567 members 
Mstep: Class 2 contains 20852 members 
Mstep: Class 3 contains 46426 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 32748 members 
Mstep: Class 9 contains 91420 members 
Mstep: Class 10 contains 23538 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 116485 members 
Mstep: Class 13 contains 130514 members 
Mstep: Class 15 contains 13880 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 146036 members 
Mstep: Class 18 contains 69930 members 
Mstep: Class 19 contains 10907 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 11184 members 
Mstep: Class 22 contains 3763 members 
Mstep: Class 23 contains 126323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127511616.000000 Penalty: 47147.375000
Iteration 30Q: 22 clusters Score -1.275116e+08 nChanged 24027
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136416 members 
Mstep: Class 2 contains 20912 members 
Mstep: Class 3 contains 49313 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 9547 members 
Mstep: Class 8 contains 33725 members 
Mstep: Class 9 contains 91241 members 
Mstep: Class 10 contains 23895 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 116349 members 
Mstep: Class 13 contains 127252 members 
Mstep: Class 15 contains 13879 members 
Mstep: Class 16 contains 5918 members 
Mstep: Class 17 contains 145405 members 
Mstep: Class 18 contains 69561 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 11015 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 126293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127514712.000000 Penalty: 47147.375000
Iteration 31Q: 22 clusters Score -1.275147e+08 nChanged 20547
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136138 members 
Mstep: Class 2 contains 20972 members 
Mstep: Class 3 contains 52525 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 34661 members 
Mstep: Class 9 contains 91116 members 
Mstep: Class 10 contains 24252 members 
Mstep: Class 11 contains 832 members 
Mstep: Class 12 contains 116062 members 
Mstep: Class 13 contains 123812 members 
Mstep: Class 15 contains 13897 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 144924 members 
Mstep: Class 18 contains 69458 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 10831 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 126126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127518096.000000 Penalty: 47147.375000
Iteration 32Q: 22 clusters Score -1.275181e+08 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136007 members 
Mstep: Class 2 contains 21050 members 
Mstep: Class 3 contains 56007 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 35633 members 
Mstep: Class 9 contains 90982 members 
Mstep: Class 10 contains 24596 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 115472 members 
Mstep: Class 13 contains 120964 members 
Mstep: Class 15 contains 13920 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 144530 members 
Mstep: Class 18 contains 69025 members 
Mstep: Class 19 contains 11334 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 10655 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 125530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127519096.000000 Penalty: 47147.375000
Iteration 33Q: 22 clusters Score -1.275191e+08 nChanged 16987
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 21127 members 
Mstep: Class 3 contains 59689 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 36598 members 
Mstep: Class 9 contains 90893 members 
Mstep: Class 10 contains 24902 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 114553 members 
Mstep: Class 13 contains 118489 members 
Mstep: Class 15 contains 13975 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 144225 members 
Mstep: Class 18 contains 68418 members 
Mstep: Class 19 contains 11457 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 10494 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 124958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127520720.000000 Penalty: 47147.375000
Iteration 34Q: 22 clusters Score -1.275207e+08 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 21175 members 
Mstep: Class 3 contains 63556 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 10039 members 
Mstep: Class 8 contains 37630 members 
Mstep: Class 9 contains 90803 members 
Mstep: Class 10 contains 25230 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 113385 members 
Mstep: Class 13 contains 116155 members 
Mstep: Class 15 contains 14001 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 143991 members 
Mstep: Class 18 contains 67660 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 10349 members 
Mstep: Class 22 contains 4045 members 
Mstep: Class 23 contains 124562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127523408.000000 Penalty: 47147.375000
Iteration 35Q: 22 clusters Score -1.275234e+08 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 21240 members 
Mstep: Class 3 contains 67561 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 10103 members 
Mstep: Class 8 contains 38728 members 
Mstep: Class 9 contains 90688 members 
Mstep: Class 10 contains 25539 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 112096 members 
Mstep: Class 13 contains 113923 members 
Mstep: Class 15 contains 14029 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 143849 members 
Mstep: Class 18 contains 66964 members 
Mstep: Class 19 contains 11773 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 10191 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 123819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127524488.000000 Penalty: 47147.375000
Iteration 36Q: 22 clusters Score -1.275245e+08 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 71572 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 10156 members 
Mstep: Class 8 contains 39855 members 
Mstep: Class 9 contains 90573 members 
Mstep: Class 10 contains 25831 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 110994 members 
Mstep: Class 13 contains 112315 members 
Mstep: Class 15 contains 14067 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 143674 members 
Mstep: Class 18 contains 66168 members 
Mstep: Class 19 contains 11921 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 10028 members 
Mstep: Class 22 contains 4082 members 
Mstep: Class 23 contains 122588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127525784.000000 Penalty: 47147.375000
Iteration 37Q: 22 clusters Score -1.275258e+08 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 133002 members 
Mstep: Class 2 contains 21351 members 
Mstep: Class 3 contains 75744 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 41023 members 
Mstep: Class 9 contains 90436 members 
Mstep: Class 10 contains 26132 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 109981 members 
Mstep: Class 13 contains 111334 members 
Mstep: Class 15 contains 14109 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 143580 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 12081 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 120649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127528056.000000 Penalty: 47147.375000
Iteration 38Q: 22 clusters Score -1.275281e+08 nChanged 15837
Entering ConstructFrom: 
Score: -127528056.000000 Penalty: 47147.375000
Entering ConstructFrom: 
Trying to split cluster 1 (132079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Entering Unmasked Estep 
Score: -17459078.000000 Penalty: 1916.062866
	Iteration 0F: 2 clusters Score -1.745908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -17399188.000000 Penalty: 3832.125732
	Iteration 0F: 3 clusters Score -1.739919e+07 nChanged 63578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -17436624.000000 Penalty: 3832.125732
	Iteration 1F: 3 clusters Score -1.743662e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -17438086.000000 Penalty: 3832.125732
	Iteration 2Q: 3 clusters Score -1.743809e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -17441076.000000 Penalty: 3832.125732
	Iteration 3F: 3 clusters Score -1.744108e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -17446750.000000 Penalty: 3832.125732
	Iteration 4F: 3 clusters Score -1.744675e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -17455382.000000 Penalty: 3832.125732
	Iteration 5F: 3 clusters Score -1.745538e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -17463680.000000 Penalty: 3832.125732
	Iteration 6F: 3 clusters Score -1.746368e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -17468662.000000 Penalty: 3832.125732
	Iteration 7F: 3 clusters Score -1.746866e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -17471082.000000 Penalty: 3832.125732
	Iteration 8Q: 3 clusters Score -1.747108e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -17472268.000000 Penalty: 3832.125732
	Iteration 9Q: 3 clusters Score -1.747227e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -17472742.000000 Penalty: 3832.125732
	Iteration 10Q: 3 clusters Score -1.747274e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -17473032.000000 Penalty: 3832.125732
	Iteration 11Q: 3 clusters Score -1.747303e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -17473338.000000 Penalty: 3832.125732
	Iteration 12Q: 3 clusters Score -1.747334e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -17473528.000000 Penalty: 3832.125732
	Iteration 13Q: 3 clusters Score -1.747353e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -17473638.000000 Penalty: 3832.125732
	Iteration 14Q: 3 clusters Score -1.747364e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -17473784.000000 Penalty: 3832.125732
	Iteration 15Q: 3 clusters Score -1.747378e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -17473868.000000 Penalty: 3832.125732
	Iteration 16Q: 3 clusters Score -1.747387e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -17473906.000000 Penalty: 3832.125732
	Iteration 17Q: 3 clusters Score -1.747391e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -17473792.000000 Penalty: 3832.125732
	Iteration 18Q: 3 clusters Score -1.747379e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -17473784.000000 Penalty: 3832.125732
	Iteration 19Q: 3 clusters Score -1.747378e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -17473734.000000 Penalty: 3832.125732
	Iteration 20F: 3 clusters Score -1.747373e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -17473734.000000 Penalty: 3832.125732
	Iteration 21Q: 3 clusters Score -1.747373e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -17473730.000000 Penalty: 3832.125732
	Iteration 22Q: 3 clusters Score -1.747373e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -17473748.000000 Penalty: 3832.125732
	Iteration 23Q: 3 clusters Score -1.747375e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -17473784.000000 Penalty: 3832.125732
	Iteration 24Q: 3 clusters Score -1.747378e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -17473742.000000 Penalty: 3832.125732
	Iteration 25Q: 3 clusters Score -1.747374e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -17473750.000000 Penalty: 3832.125732
	Iteration 26Q: 3 clusters Score -1.747375e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -17473766.000000 Penalty: 3832.125732
	Iteration 27Q: 3 clusters Score -1.747377e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -17473730.000000 Penalty: 3832.125732
	Iteration 28Q: 3 clusters Score -1.747373e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -17473680.000000 Penalty: 3832.125732
	Iteration 29Q: 3 clusters Score -1.747368e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -17473638.000000 Penalty: 3832.125732
	Iteration 30Q: 3 clusters Score -1.747364e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -17473632.000000 Penalty: 3832.125732
	Iteration 31Q: 3 clusters Score -1.747363e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -17473592.000000 Penalty: 3832.125732
	Iteration 32Q: 3 clusters Score -1.747359e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -17473590.000000 Penalty: 3832.125732
	Iteration 33Q: 3 clusters Score -1.747359e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -17473540.000000 Penalty: 3832.125732
	Iteration 34Q: 3 clusters Score -1.747354e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -17473584.000000 Penalty: 3832.125732
	Iteration 35Q: 3 clusters Score -1.747358e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -17473562.000000 Penalty: 3832.125732
	Iteration 36Q: 3 clusters Score -1.747356e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -17473580.000000 Penalty: 3832.125732
	Iteration 37Q: 3 clusters Score -1.747358e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -17473596.000000 Penalty: 3832.125732
	Iteration 38Q: 3 clusters Score -1.74736e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -17473592.000000 Penalty: 3832.125732
	Iteration 39Q: 3 clusters Score -1.747359e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -17473632.000000 Penalty: 3832.125732
	Iteration 40F: 3 clusters Score -1.747363e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -17473694.000000 Penalty: 3832.125732
	Iteration 41Q: 3 clusters Score -1.747369e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -17473796.000000 Penalty: 3832.125732
	Iteration 42Q: 3 clusters Score -1.74738e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -17473882.000000 Penalty: 3832.125732
	Iteration 43Q: 3 clusters Score -1.747388e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -17473884.000000 Penalty: 3832.125732
	Iteration 44Q: 3 clusters Score -1.747388e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -17473914.000000 Penalty: 3832.125732
	Iteration 45Q: 3 clusters Score -1.747391e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -17473906.000000 Penalty: 3832.125732
	Iteration 46Q: 3 clusters Score -1.747391e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -17473934.000000 Penalty: 3832.125732
	Iteration 47Q: 3 clusters Score -1.747393e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -17473998.000000 Penalty: 3832.125732
	Iteration 48Q: 3 clusters Score -1.7474e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -17474078.000000 Penalty: 3832.125732
	Iteration 49Q: 3 clusters Score -1.747408e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -17474140.000000 Penalty: 3832.125732
	Iteration 50Q: 3 clusters Score -1.747414e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -17474184.000000 Penalty: 3832.125732
	Iteration 51Q: 3 clusters Score -1.747418e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -17474236.000000 Penalty: 3832.125732
	Iteration 52Q: 3 clusters Score -1.747424e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -17474328.000000 Penalty: 3832.125732
	Iteration 53Q: 3 clusters Score -1.747433e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -17474418.000000 Penalty: 3832.125732
	Iteration 54Q: 3 clusters Score -1.747442e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -17474406.000000 Penalty: 3832.125732
	Iteration 55Q: 3 clusters Score -1.747441e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -17474418.000000 Penalty: 3832.125732
	Iteration 56Q: 3 clusters Score -1.747442e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -17474494.000000 Penalty: 3832.125732
	Iteration 57Q: 3 clusters Score -1.747449e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -17474586.000000 Penalty: 3832.125732
	Iteration 58Q: 3 clusters Score -1.747459e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -17474576.000000 Penalty: 3832.125732
	Iteration 59Q: 3 clusters Score -1.747458e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -17474624.000000 Penalty: 3832.125732
	Iteration 60F: 3 clusters Score -1.747462e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -17474696.000000 Penalty: 3832.125732
	Iteration 61Q: 3 clusters Score -1.74747e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -17474794.000000 Penalty: 3832.125732
	Iteration 62Q: 3 clusters Score -1.747479e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -17474814.000000 Penalty: 3832.125732
	Iteration 63Q: 3 clusters Score -1.747481e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -17474822.000000 Penalty: 3832.125732
	Iteration 64Q: 3 clusters Score -1.747482e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -17474900.000000 Penalty: 3832.125732
	Iteration 65Q: 3 clusters Score -1.74749e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -17474932.000000 Penalty: 3832.125732
	Iteration 66Q: 3 clusters Score -1.747493e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -17474948.000000 Penalty: 3832.125732
	Iteration 67Q: 3 clusters Score -1.747495e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -17474964.000000 Penalty: 3832.125732
	Iteration 68Q: 3 clusters Score -1.747496e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -17474978.000000 Penalty: 3832.125732
	Iteration 69Q: 3 clusters Score -1.747498e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -17475038.000000 Penalty: 3832.125732
	Iteration 70Q: 3 clusters Score -1.747504e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -17475068.000000 Penalty: 3832.125732
	Iteration 71Q: 3 clusters Score -1.747507e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -17475034.000000 Penalty: 3832.125732
	Iteration 72Q: 3 clusters Score -1.747503e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -17475056.000000 Penalty: 3832.125732
	Iteration 73Q: 3 clusters Score -1.747506e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -17475098.000000 Penalty: 3832.125732
	Iteration 74Q: 3 clusters Score -1.74751e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -17475100.000000 Penalty: 3832.125732
	Iteration 75Q: 3 clusters Score -1.74751e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -17475116.000000 Penalty: 3832.125732
	Iteration 76Q: 3 clusters Score -1.747512e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -17475108.000000 Penalty: 3832.125732
	Iteration 77Q: 3 clusters Score -1.747511e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -17475128.000000 Penalty: 3832.125732
	Iteration 78Q: 3 clusters Score -1.747513e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -17475136.000000 Penalty: 3832.125732
	Iteration 79Q: 3 clusters Score -1.747514e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -17475156.000000 Penalty: 3832.125732
	Iteration 80F: 3 clusters Score -1.747516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -17475162.000000 Penalty: 3832.125732
	Iteration 81Q: 3 clusters Score -1.747516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -17475164.000000 Penalty: 3832.125732
	Iteration 82Q: 3 clusters Score -1.747516e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -17475154.000000 Penalty: 3832.125732
	Iteration 83Q: 3 clusters Score -1.747515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -17475182.000000 Penalty: 3832.125732
	Iteration 84Q: 3 clusters Score -1.747518e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -17475188.000000 Penalty: 3832.125732
	Iteration 85Q: 3 clusters Score -1.747519e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -17475204.000000 Penalty: 3832.125732
	Iteration 86Q: 3 clusters Score -1.74752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -17475214.000000 Penalty: 3832.125732
	Iteration 87Q: 3 clusters Score -1.747521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -17475214.000000 Penalty: 3832.125732
	Iteration 88Q: 3 clusters Score -1.747521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -17475198.000000 Penalty: 3832.125732
	Iteration 89Q: 3 clusters Score -1.74752e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -17475196.000000 Penalty: 3832.125732
	Iteration 90Q: 3 clusters Score -1.74752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -17475168.000000 Penalty: 3832.125732
	Iteration 91Q: 3 clusters Score -1.747517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -17475162.000000 Penalty: 3832.125732
	Iteration 92Q: 3 clusters Score -1.747516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -17475158.000000 Penalty: 3832.125732
	Iteration 93Q: 3 clusters Score -1.747516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -17475156.000000 Penalty: 3832.125732
	Iteration 94Q: 3 clusters Score -1.747516e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -17475160.000000 Penalty: 3832.125732
	Iteration 95Q: 3 clusters Score -1.747516e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -17475156.000000 Penalty: 3832.125732
	Iteration 96Q: 3 clusters Score -1.747516e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -17475178.000000 Penalty: 3832.125732
	Iteration 97Q: 3 clusters Score -1.747518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -17475200.000000 Penalty: 3832.125732
	Iteration 98Q: 3 clusters Score -1.74752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -17475184.000000 Penalty: 3832.125732
	Iteration 99Q: 3 clusters Score -1.747518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -17475188.000000 Penalty: 3832.125732
	Iteration 100F: 3 clusters Score -1.747519e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -17475192.000000 Penalty: 3832.125732
	Iteration 101Q: 3 clusters Score -1.747519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -17475186.000000 Penalty: 3832.125732
	Iteration 102Q: 3 clusters Score -1.747519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -17475198.000000 Penalty: 3832.125732
	Iteration 103Q: 3 clusters Score -1.74752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -17475202.000000 Penalty: 3832.125732
	Iteration 104Q: 3 clusters Score -1.74752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -17475198.000000 Penalty: 3832.125732
	Iteration 105Q: 3 clusters Score -1.74752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -17475208.000000 Penalty: 3832.125732
	Iteration 106Q: 3 clusters Score -1.747521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -17475210.000000 Penalty: 3832.125732
	Iteration 107Q: 3 clusters Score -1.747521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -17475196.000000 Penalty: 3832.125732
	Iteration 108Q: 3 clusters Score -1.74752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -17475188.000000 Penalty: 3832.125732
	Iteration 109Q: 3 clusters Score -1.747519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -17475216.000000 Penalty: 3832.125732
	Iteration 110Q: 3 clusters Score -1.747522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -17475220.000000 Penalty: 3832.125732
	Iteration 111Q: 3 clusters Score -1.747522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -17475206.000000 Penalty: 3832.125732
	Iteration 112Q: 3 clusters Score -1.747521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -17475230.000000 Penalty: 3832.125732
	Iteration 113Q: 3 clusters Score -1.747523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -17475254.000000 Penalty: 3832.125732
	Iteration 114Q: 3 clusters Score -1.747525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -17475254.000000 Penalty: 3832.125732
	Iteration 115Q: 3 clusters Score -1.747525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -17475250.000000 Penalty: 3832.125732
	Iteration 116Q: 3 clusters Score -1.747525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -17475246.000000 Penalty: 3832.125732
	Iteration 117Q: 3 clusters Score -1.747525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -17475228.000000 Penalty: 3832.125732
	Iteration 118Q: 3 clusters Score -1.747523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -17475228.000000 Penalty: 3832.125732
	Iteration 119Q: 3 clusters Score -1.747523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -17475228.000000 Penalty: 3832.125732
	Iteration 120F: 3 clusters Score -1.747523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -17475242.000000 Penalty: 3832.125732
	Iteration 121Q: 3 clusters Score -1.747524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -17475256.000000 Penalty: 3832.125732
	Iteration 122Q: 3 clusters Score -1.747526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -17475250.000000 Penalty: 3832.125732
	Iteration 123Q: 3 clusters Score -1.747525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -17475246.000000 Penalty: 3832.125732
	Iteration 124Q: 3 clusters Score -1.747525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -17475242.000000 Penalty: 3832.125732
	Iteration 125Q: 3 clusters Score -1.747524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -17475240.000000 Penalty: 3832.125732
	Iteration 126Q: 3 clusters Score -1.747524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -17475246.000000 Penalty: 3832.125732
	Iteration 127Q: 3 clusters Score -1.747525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -17475236.000000 Penalty: 3832.125732
	Iteration 128Q: 3 clusters Score -1.747524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -17475242.000000 Penalty: 3832.125732
	Iteration 129Q: 3 clusters Score -1.747524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -17475262.000000 Penalty: 3832.125732
	Iteration 130Q: 3 clusters Score -1.747526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -17475282.000000 Penalty: 3832.125732
	Iteration 131Q: 3 clusters Score -1.747528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -17475286.000000 Penalty: 3832.125732
	Iteration 132Q: 3 clusters Score -1.747529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -17475276.000000 Penalty: 3832.125732
	Iteration 133Q: 3 clusters Score -1.747528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -17475300.000000 Penalty: 3832.125732
	Iteration 134Q: 3 clusters Score -1.74753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -17475304.000000 Penalty: 3832.125732
	Iteration 135Q: 3 clusters Score -1.74753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -17475298.000000 Penalty: 3832.125732
	Iteration 136Q: 3 clusters Score -1.74753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -17475304.000000 Penalty: 3832.125732
	Iteration 137Q: 3 clusters Score -1.74753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -17475334.000000 Penalty: 3832.125732
	Iteration 138Q: 3 clusters Score -1.747533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -17475342.000000 Penalty: 3832.125732
	Iteration 139Q: 3 clusters Score -1.747534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -17475332.000000 Penalty: 3832.125732
	Iteration 140F: 3 clusters Score -1.747533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -17475328.000000 Penalty: 3832.125732
	Iteration 141Q: 3 clusters Score -1.747533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -17475316.000000 Penalty: 3832.125732
	Iteration 142Q: 3 clusters Score -1.747532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -17475324.000000 Penalty: 3832.125732
	Iteration 143Q: 3 clusters Score -1.747532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -17475332.000000 Penalty: 3832.125732
	Iteration 144Q: 3 clusters Score -1.747533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -17475326.000000 Penalty: 3832.125732
	Iteration 145Q: 3 clusters Score -1.747533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -17475322.000000 Penalty: 3832.125732
	Iteration 146Q: 3 clusters Score -1.747532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -17475320.000000 Penalty: 3832.125732
	Iteration 147Q: 3 clusters Score -1.747532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -17475328.000000 Penalty: 3832.125732
	Iteration 148Q: 3 clusters Score -1.747533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -17475312.000000 Penalty: 3832.125732
	Iteration 149Q: 3 clusters Score -1.747531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -17475306.000000 Penalty: 3832.125732
	Iteration 150Q: 3 clusters Score -1.747531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -17475304.000000 Penalty: 3832.125732
	Iteration 151Q: 3 clusters Score -1.74753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -17475306.000000 Penalty: 3832.125732
	Iteration 152Q: 3 clusters Score -1.747531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -17475310.000000 Penalty: 3832.125732
	Iteration 153Q: 3 clusters Score -1.747531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -17475308.000000 Penalty: 3832.125732
	Iteration 154Q: 3 clusters Score -1.747531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -17475308.000000 Penalty: 3832.125732
	Iteration 155Q: 3 clusters Score -1.747531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -17475304.000000 Penalty: 3832.125732
	Iteration 156Q: 3 clusters Score -1.74753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -17475312.000000 Penalty: 3832.125732
	Iteration 157Q: 3 clusters Score -1.747531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -17475314.000000 Penalty: 3832.125732
	Iteration 158Q: 3 clusters Score -1.747531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -17475300.000000 Penalty: 3832.125732
	Iteration 159Q: 3 clusters Score -1.74753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -17475300.000000 Penalty: 3832.125732
	Iteration 160F: 3 clusters Score -1.74753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -17475300.000000 Penalty: 3832.125732
	Iteration 161Q: 3 clusters Score -1.74753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -17475296.000000 Penalty: 3832.125732
	Iteration 162Q: 3 clusters Score -1.74753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -17475302.000000 Penalty: 3832.125732
	Iteration 163Q: 3 clusters Score -1.74753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -17475310.000000 Penalty: 3832.125732
	Iteration 164Q: 3 clusters Score -1.747531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -17475302.000000 Penalty: 3832.125732
	Iteration 165Q: 3 clusters Score -1.74753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -17475308.000000 Penalty: 3832.125732
	Iteration 166Q: 3 clusters Score -1.747531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -17475300.000000 Penalty: 3832.125732
	Iteration 167Q: 3 clusters Score -1.74753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -17475306.000000 Penalty: 3832.125732
	Iteration 168Q: 3 clusters Score -1.747531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -17475304.000000 Penalty: 3832.125732
	Iteration 169Q: 3 clusters Score -1.74753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -17475300.000000 Penalty: 3832.125732
	Iteration 170Q: 3 clusters Score -1.74753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -17475302.000000 Penalty: 3832.125732
	Iteration 171Q: 3 clusters Score -1.74753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -17475302.000000 Penalty: 3832.125732
	Iteration 172F: 3 clusters Score -1.74753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 21397 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 10187 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 26441 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 110329 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Entering Unmasked Estep 
Score: -127547736.000000 Penalty: 49392.488281
Splitting cluster 1 changes total score from -127528056.000000 to -127547736.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (21397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Entering Unmasked Estep 
Score: -2563742.250000 Penalty: 1620.288574
	Iteration 0F: 2 clusters Score -2563742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2549226.500000 Penalty: 3240.577148
	Iteration 0F: 3 clusters Score -2549226 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2554679.500000 Penalty: 3240.577148
	Iteration 1F: 3 clusters Score -2554680 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2555524.750000 Penalty: 3240.577148
	Iteration 2F: 3 clusters Score -2555525 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2557042.000000 Penalty: 3240.577148
	Iteration 3F: 3 clusters Score -2557042 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2559354.500000 Penalty: 3240.577148
	Iteration 4F: 3 clusters Score -2559354 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2561206.000000 Penalty: 3240.577148
	Iteration 5F: 3 clusters Score -2561206 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2562197.750000 Penalty: 3240.577148
	Iteration 6F: 3 clusters Score -2562198 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2562816.500000 Penalty: 3240.577148
	Iteration 7Q: 3 clusters Score -2562816 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2563264.750000 Penalty: 3240.577148
	Iteration 8Q: 3 clusters Score -2563265 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2563633.750000 Penalty: 3240.577148
	Iteration 9Q: 3 clusters Score -2563634 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2564010.000000 Penalty: 3240.577148
	Iteration 10Q: 3 clusters Score -2564010 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2564387.500000 Penalty: 3240.577148
	Iteration 11Q: 3 clusters Score -2564388 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2564819.500000 Penalty: 3240.577148
	Iteration 12Q: 3 clusters Score -2564820 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2565365.000000 Penalty: 3240.577148
	Iteration 13Q: 3 clusters Score -2565365 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2565760.750000 Penalty: 3240.577148
	Iteration 14Q: 3 clusters Score -2565761 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2565919.500000 Penalty: 3240.577148
	Iteration 15Q: 3 clusters Score -2565920 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2566031.250000 Penalty: 3240.577148
	Iteration 16Q: 3 clusters Score -2566031 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2566120.000000 Penalty: 3240.577148
	Iteration 17Q: 3 clusters Score -2566120 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2566188.000000 Penalty: 3240.577148
	Iteration 18Q: 3 clusters Score -2566188 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2566254.750000 Penalty: 3240.577148
	Iteration 19Q: 3 clusters Score -2566255 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2566337.250000 Penalty: 3240.577148
	Iteration 20F: 3 clusters Score -2566337 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2566459.750000 Penalty: 3240.577148
	Iteration 21Q: 3 clusters Score -2566460 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2566571.750000 Penalty: 3240.577148
	Iteration 22Q: 3 clusters Score -2566572 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2566796.750000 Penalty: 3240.577148
	Iteration 23Q: 3 clusters Score -2566797 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2567102.500000 Penalty: 3240.577148
	Iteration 24Q: 3 clusters Score -2567102 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2567562.000000 Penalty: 3240.577148
	Iteration 25Q: 3 clusters Score -2567562 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2568227.000000 Penalty: 3240.577148
	Iteration 26Q: 3 clusters Score -2568227 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2569053.250000 Penalty: 3240.577148
	Iteration 27Q: 3 clusters Score -2569053 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2569960.750000 Penalty: 3240.577148
	Iteration 28F: 3 clusters Score -2569961 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2570935.500000 Penalty: 3240.577148
	Iteration 29F: 3 clusters Score -2570936 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2572008.750000 Penalty: 3240.577148
	Iteration 30Q: 3 clusters Score -2572009 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2573023.750000 Penalty: 3240.577148
	Iteration 31Q: 3 clusters Score -2573024 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2573710.750000 Penalty: 3240.577148
	Iteration 32Q: 3 clusters Score -2573711 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2574104.000000 Penalty: 3240.577148
	Iteration 33Q: 3 clusters Score -2574104 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2574280.750000 Penalty: 3240.577148
	Iteration 34Q: 3 clusters Score -2574281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2574359.750000 Penalty: 3240.577148
	Iteration 35Q: 3 clusters Score -2574360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2574399.750000 Penalty: 3240.577148
	Iteration 36Q: 3 clusters Score -2574400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2574406.500000 Penalty: 3240.577148
	Iteration 37Q: 3 clusters Score -2574406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2574420.250000 Penalty: 3240.577148
	Iteration 38Q: 3 clusters Score -2574420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2574419.500000 Penalty: 3240.577148
	Iteration 39Q: 3 clusters Score -2574420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2574416.250000 Penalty: 3240.577148
	Iteration 40F: 3 clusters Score -2574416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2574417.000000 Penalty: 3240.577148
	Iteration 41Q: 3 clusters Score -2574417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2574419.750000 Penalty: 3240.577148
	Iteration 42Q: 3 clusters Score -2574420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2574417.500000 Penalty: 3240.577148
	Iteration 43Q: 3 clusters Score -2574418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2574417.000000 Penalty: 3240.577148
	Iteration 44Q: 3 clusters Score -2574417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2574417.250000 Penalty: 3240.577148
	Iteration 45Q: 3 clusters Score -2574417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2574420.250000 Penalty: 3240.577148
	Iteration 46Q: 3 clusters Score -2574420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2574420.500000 Penalty: 3240.577148
	Iteration 47Q: 3 clusters Score -2574420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2574421.500000 Penalty: 3240.577148
	Iteration 48Q: 3 clusters Score -2574422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2574421.500000 Penalty: 3240.577148
	Iteration 49F: 3 clusters Score -2574422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 10187 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 26441 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 110329 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Entering Unmasked Estep 
Score: -127559216.000000 Penalty: 51637.597656
Splitting cluster 2 changes total score from -127528056.000000 to -127559216.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (80006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Entering Unmasked Estep 
Score: -10328392.000000 Penalty: 1834.601807
	Iteration 0F: 2 clusters Score -1.032839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -10275326.000000 Penalty: 3669.203613
	Iteration 0F: 3 clusters Score -1.027533e+07 nChanged 38060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -10297732.000000 Penalty: 3669.203613
	Iteration 1F: 3 clusters Score -1.029773e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -10299009.000000 Penalty: 3669.203613
	Iteration 2Q: 3 clusters Score -1.029901e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -10301067.000000 Penalty: 3669.203613
	Iteration 3Q: 3 clusters Score -1.030107e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -10303855.000000 Penalty: 3669.203613
	Iteration 4F: 3 clusters Score -1.030386e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -10307428.000000 Penalty: 3669.203613
	Iteration 5F: 3 clusters Score -1.030743e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -10311452.000000 Penalty: 3669.203613
	Iteration 6F: 3 clusters Score -1.031145e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -10315486.000000 Penalty: 3669.203613
	Iteration 7F: 3 clusters Score -1.031549e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -10318949.000000 Penalty: 3669.203613
	Iteration 8F: 3 clusters Score -1.031895e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -10321627.000000 Penalty: 3669.203613
	Iteration 9Q: 3 clusters Score -1.032163e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -10323578.000000 Penalty: 3669.203613
	Iteration 10Q: 3 clusters Score -1.032358e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -10324820.000000 Penalty: 3669.203613
	Iteration 11Q: 3 clusters Score -1.032482e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -10325620.000000 Penalty: 3669.203613
	Iteration 12Q: 3 clusters Score -1.032562e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -10326099.000000 Penalty: 3669.203613
	Iteration 13Q: 3 clusters Score -1.03261e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -10326404.000000 Penalty: 3669.203613
	Iteration 14Q: 3 clusters Score -1.03264e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -10326605.000000 Penalty: 3669.203613
	Iteration 15Q: 3 clusters Score -1.03266e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -10326666.000000 Penalty: 3669.203613
	Iteration 16Q: 3 clusters Score -1.032667e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -10326734.000000 Penalty: 3669.203613
	Iteration 17Q: 3 clusters Score -1.032673e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -10326792.000000 Penalty: 3669.203613
	Iteration 18Q: 3 clusters Score -1.032679e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -10326812.000000 Penalty: 3669.203613
	Iteration 19Q: 3 clusters Score -1.032681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -10326834.000000 Penalty: 3669.203613
	Iteration 20F: 3 clusters Score -1.032683e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -10326856.000000 Penalty: 3669.203613
	Iteration 21Q: 3 clusters Score -1.032686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -10326879.000000 Penalty: 3669.203613
	Iteration 22Q: 3 clusters Score -1.032688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -10326884.000000 Penalty: 3669.203613
	Iteration 23Q: 3 clusters Score -1.032688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -10326894.000000 Penalty: 3669.203613
	Iteration 24Q: 3 clusters Score -1.032689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -10326895.000000 Penalty: 3669.203613
	Iteration 25Q: 3 clusters Score -1.03269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -10326902.000000 Penalty: 3669.203613
	Iteration 26Q: 3 clusters Score -1.03269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -10326914.000000 Penalty: 3669.203613
	Iteration 27Q: 3 clusters Score -1.032691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -10326913.000000 Penalty: 3669.203613
	Iteration 28Q: 3 clusters Score -1.032691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -10326927.000000 Penalty: 3669.203613
	Iteration 29Q: 3 clusters Score -1.032693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -10326925.000000 Penalty: 3669.203613
	Iteration 30Q: 3 clusters Score -1.032692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -10326929.000000 Penalty: 3669.203613
	Iteration 31Q: 3 clusters Score -1.032693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -10326938.000000 Penalty: 3669.203613
	Iteration 32Q: 3 clusters Score -1.032694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10326935.000000 Penalty: 3669.203613
	Iteration 33Q: 3 clusters Score -1.032694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -10326936.000000 Penalty: 3669.203613
	Iteration 34Q: 3 clusters Score -1.032694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10326940.000000 Penalty: 3669.203613
	Iteration 35Q: 3 clusters Score -1.032694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -10326942.000000 Penalty: 3669.203613
	Iteration 36Q: 3 clusters Score -1.032694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -10326944.000000 Penalty: 3669.203613
	Iteration 37Q: 3 clusters Score -1.032694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -10326939.000000 Penalty: 3669.203613
	Iteration 38Q: 3 clusters Score -1.032694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -10326941.000000 Penalty: 3669.203613
	Iteration 39Q: 3 clusters Score -1.032694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -10326944.000000 Penalty: 3669.203613
	Iteration 40F: 3 clusters Score -1.032694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10326944.000000 Penalty: 3669.203613
	Iteration 41Q: 3 clusters Score -1.032694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10326942.000000 Penalty: 3669.203613
	Iteration 42Q: 3 clusters Score -1.032694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10326943.000000 Penalty: 3669.203613
	Iteration 43Q: 3 clusters Score -1.032694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -10326944.000000 Penalty: 3669.203613
	Iteration 44Q: 3 clusters Score -1.032694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -10326954.000000 Penalty: 3669.203613
	Iteration 45Q: 3 clusters Score -1.032695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10326948.000000 Penalty: 3669.203613
	Iteration 46Q: 3 clusters Score -1.032695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10326948.000000 Penalty: 3669.203613
	Iteration 47F: 3 clusters Score -1.032695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Entering Unmasked Estep 
Score: -432014.000000 Penalty: 1311.471558
	Iteration 0F: 2 clusters Score -432014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -429163.093750 Penalty: 2622.943115
	Iteration 0F: 3 clusters Score -429163.1 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -429861.937500 Penalty: 2622.943115
	Iteration 1F: 3 clusters Score -429861.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -429993.343750 Penalty: 2622.943115
	Iteration 2F: 3 clusters Score -429993.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -430078.625000 Penalty: 2622.943115
	Iteration 3Q: 3 clusters Score -430078.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -430137.281250 Penalty: 2622.943115
	Iteration 4Q: 3 clusters Score -430137.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -430181.281250 Penalty: 2622.943115
	Iteration 5Q: 3 clusters Score -430181.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -430223.437500 Penalty: 2622.943115
	Iteration 6Q: 3 clusters Score -430223.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430265.500000 Penalty: 2622.943115
	Iteration 7Q: 3 clusters Score -430265.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -430292.843750 Penalty: 2622.943115
	Iteration 8Q: 3 clusters Score -430292.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -430315.250000 Penalty: 2622.943115
	Iteration 9Q: 3 clusters Score -430315.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -430335.625000 Penalty: 2622.943115
	Iteration 10Q: 3 clusters Score -430335.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -430355.281250 Penalty: 2622.943115
	Iteration 11Q: 3 clusters Score -430355.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -430376.500000 Penalty: 2622.943115
	Iteration 12Q: 3 clusters Score -430376.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -430399.875000 Penalty: 2622.943115
	Iteration 13Q: 3 clusters Score -430399.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -430420.875000 Penalty: 2622.943115
	Iteration 14Q: 3 clusters Score -430420.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -430439.937500 Penalty: 2622.943115
	Iteration 15Q: 3 clusters Score -430439.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -430455.781250 Penalty: 2622.943115
	Iteration 16Q: 3 clusters Score -430455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -430474.062500 Penalty: 2622.943115
	Iteration 17Q: 3 clusters Score -430474.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -430491.625000 Penalty: 2622.943115
	Iteration 18Q: 3 clusters Score -430491.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -430505.125000 Penalty: 2622.943115
	Iteration 19Q: 3 clusters Score -430505.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -430518.562500 Penalty: 2622.943115
	Iteration 20F: 3 clusters Score -430518.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -430539.093750 Penalty: 2622.943115
	Iteration 21Q: 3 clusters Score -430539.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -430564.250000 Penalty: 2622.943115
	Iteration 22Q: 3 clusters Score -430564.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -430588.312500 Penalty: 2622.943115
	Iteration 23Q: 3 clusters Score -430588.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -430613.531250 Penalty: 2622.943115
	Iteration 24Q: 3 clusters Score -430613.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -430642.937500 Penalty: 2622.943115
	Iteration 25Q: 3 clusters Score -430642.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -430666.250000 Penalty: 2622.943115
	Iteration 26Q: 3 clusters Score -430666.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -430688.093750 Penalty: 2622.943115
	Iteration 27Q: 3 clusters Score -430688.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -430704.000000 Penalty: 2622.943115
	Iteration 28Q: 3 clusters Score -430704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -430716.375000 Penalty: 2622.943115
	Iteration 29Q: 3 clusters Score -430716.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -430729.687500 Penalty: 2622.943115
	Iteration 30Q: 3 clusters Score -430729.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -430744.250000 Penalty: 2622.943115
	Iteration 31Q: 3 clusters Score -430744.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -430761.156250 Penalty: 2622.943115
	Iteration 32Q: 3 clusters Score -430761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -430776.687500 Penalty: 2622.943115
	Iteration 33Q: 3 clusters Score -430776.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -430791.875000 Penalty: 2622.943115
	Iteration 34Q: 3 clusters Score -430791.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -430802.562500 Penalty: 2622.943115
	Iteration 35Q: 3 clusters Score -430802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -430809.750000 Penalty: 2622.943115
	Iteration 36Q: 3 clusters Score -430809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -430815.375000 Penalty: 2622.943115
	Iteration 37Q: 3 clusters Score -430815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -430822.343750 Penalty: 2622.943115
	Iteration 38Q: 3 clusters Score -430822.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -430832.093750 Penalty: 2622.943115
	Iteration 39Q: 3 clusters Score -430832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -430834.656250 Penalty: 2622.943115
	Iteration 40F: 3 clusters Score -430834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -430836.312500 Penalty: 2622.943115
	Iteration 41Q: 3 clusters Score -430836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -430836.312500 Penalty: 2622.943115
	Iteration 42F: 3 clusters Score -430836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22144.490234 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -22144.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21610.460938 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -21610.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22286.250000 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -22286.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22560.833984 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -22560.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22711.640625 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -22711.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22756.822266 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -22756.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22757.578125 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -22757.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22757.578125 Penalty: 1849.366821
	Iteration 6F: 3 clusters Score -22757.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 10187 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 26441 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 110329 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Entering Unmasked Estep 
Score: -127558488.000000 Penalty: 53882.710938
Splitting cluster 6 changes total score from -127528056.000000 to -127558488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (10187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Entering Unmasked Estep 
Score: -1292719.000000 Penalty: 1499.690918
	Iteration 0F: 2 clusters Score -1292719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1285526.875000 Penalty: 2999.381836
	Iteration 0F: 3 clusters Score -1285527 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1288605.500000 Penalty: 2999.381836
	Iteration 1F: 3 clusters Score -1288606 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1290665.500000 Penalty: 2999.381836
	Iteration 2F: 3 clusters Score -1290666 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1293268.500000 Penalty: 2999.381836
	Iteration 3F: 3 clusters Score -1293268 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1294804.500000 Penalty: 2999.381836
	Iteration 4F: 3 clusters Score -1294804 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1295192.375000 Penalty: 2999.381836
	Iteration 5Q: 3 clusters Score -1295192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1295327.125000 Penalty: 2999.381836
	Iteration 6Q: 3 clusters Score -1295327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1295393.625000 Penalty: 2999.381836
	Iteration 7Q: 3 clusters Score -1295394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1295419.625000 Penalty: 2999.381836
	Iteration 8Q: 3 clusters Score -1295420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1295432.125000 Penalty: 2999.381836
	Iteration 9Q: 3 clusters Score -1295432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1295440.000000 Penalty: 2999.381836
	Iteration 10Q: 3 clusters Score -1295440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1295446.750000 Penalty: 2999.381836
	Iteration 11Q: 3 clusters Score -1295447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1295457.125000 Penalty: 2999.381836
	Iteration 12Q: 3 clusters Score -1295457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1295460.750000 Penalty: 2999.381836
	Iteration 13Q: 3 clusters Score -1295461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1295461.250000 Penalty: 2999.381836
	Iteration 14Q: 3 clusters Score -1295461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1295465.000000 Penalty: 2999.381836
	Iteration 15Q: 3 clusters Score -1295465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1295463.875000 Penalty: 2999.381836
	Iteration 16Q: 3 clusters Score -1295464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1295464.625000 Penalty: 2999.381836
	Iteration 17Q: 3 clusters Score -1295465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1295464.625000 Penalty: 2999.381836
	Iteration 18F: 3 clusters Score -1295465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 26441 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 110329 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Entering Unmasked Estep 
Score: -127560024.000000 Penalty: 56127.824219
Splitting cluster 7 changes total score from -127528056.000000 to -127560024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (42273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Entering Unmasked Estep 
Score: -5331409.500000 Penalty: 1730.934448
	Iteration 0F: 2 clusters Score -5331410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5303181.000000 Penalty: 3461.868896
	Iteration 0F: 3 clusters Score -5303181 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5314398.000000 Penalty: 3461.868896
	Iteration 1F: 3 clusters Score -5314398 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5315079.000000 Penalty: 3461.868896
	Iteration 2Q: 3 clusters Score -5315079 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5316052.500000 Penalty: 3461.868896
	Iteration 3Q: 3 clusters Score -5316052 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5317432.500000 Penalty: 3461.868896
	Iteration 4F: 3 clusters Score -5317432 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -5319268.000000 Penalty: 3461.868896
	Iteration 5F: 3 clusters Score -5319268 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5321852.000000 Penalty: 3461.868896
	Iteration 6F: 3 clusters Score -5321852 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -5324679.500000 Penalty: 3461.868896
	Iteration 7F: 3 clusters Score -5324680 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5327130.000000 Penalty: 3461.868896
	Iteration 8F: 3 clusters Score -5327130 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5328606.000000 Penalty: 3461.868896
	Iteration 9Q: 3 clusters Score -5328606 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5329420.000000 Penalty: 3461.868896
	Iteration 10Q: 3 clusters Score -5329420 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5329819.000000 Penalty: 3461.868896
	Iteration 11Q: 3 clusters Score -5329819 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5330047.500000 Penalty: 3461.868896
	Iteration 12Q: 3 clusters Score -5330048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5330153.000000 Penalty: 3461.868896
	Iteration 13Q: 3 clusters Score -5330153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5330221.000000 Penalty: 3461.868896
	Iteration 14Q: 3 clusters Score -5330221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5330259.000000 Penalty: 3461.868896
	Iteration 15Q: 3 clusters Score -5330259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5330282.000000 Penalty: 3461.868896
	Iteration 16Q: 3 clusters Score -5330282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5330309.000000 Penalty: 3461.868896
	Iteration 17Q: 3 clusters Score -5330309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5330321.000000 Penalty: 3461.868896
	Iteration 18Q: 3 clusters Score -5330321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5330327.500000 Penalty: 3461.868896
	Iteration 19Q: 3 clusters Score -5330328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5330341.000000 Penalty: 3461.868896
	Iteration 20F: 3 clusters Score -5330341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5330339.000000 Penalty: 3461.868896
	Iteration 21Q: 3 clusters Score -5330339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5330343.000000 Penalty: 3461.868896
	Iteration 22Q: 3 clusters Score -5330343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5330341.500000 Penalty: 3461.868896
	Iteration 23Q: 3 clusters Score -5330342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5330348.000000 Penalty: 3461.868896
	Iteration 24Q: 3 clusters Score -5330348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5330354.000000 Penalty: 3461.868896
	Iteration 25Q: 3 clusters Score -5330354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5330353.000000 Penalty: 3461.868896
	Iteration 26Q: 3 clusters Score -5330353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5330356.500000 Penalty: 3461.868896
	Iteration 27Q: 3 clusters Score -5330356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5330354.500000 Penalty: 3461.868896
	Iteration 28Q: 3 clusters Score -5330354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5330356.500000 Penalty: 3461.868896
	Iteration 29Q: 3 clusters Score -5330356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5330356.500000 Penalty: 3461.868896
	Iteration 30F: 3 clusters Score -5330356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Entering Unmasked Estep 
Score: -11555034.000000 Penalty: 1854.307861
	Iteration 0F: 2 clusters Score -1.155503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -11495177.000000 Penalty: 3708.615723
	Iteration 0F: 3 clusters Score -1.149518e+07 nChanged 43131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -11520237.000000 Penalty: 3708.615723
	Iteration 1F: 3 clusters Score -1.152024e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -11521755.000000 Penalty: 3708.615723
	Iteration 2Q: 3 clusters Score -1.152176e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -11523799.000000 Penalty: 3708.615723
	Iteration 3F: 3 clusters Score -1.15238e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -11526622.000000 Penalty: 3708.615723
	Iteration 4F: 3 clusters Score -1.152662e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -11530154.000000 Penalty: 3708.615723
	Iteration 5F: 3 clusters Score -1.153015e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -11533998.000000 Penalty: 3708.615723
	Iteration 6F: 3 clusters Score -1.1534e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -11537837.000000 Penalty: 3708.615723
	Iteration 7F: 3 clusters Score -1.153784e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -11541426.000000 Penalty: 3708.615723
	Iteration 8F: 3 clusters Score -1.154143e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -11544778.000000 Penalty: 3708.615723
	Iteration 9Q: 3 clusters Score -1.154478e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -11547531.000000 Penalty: 3708.615723
	Iteration 10Q: 3 clusters Score -1.154753e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -11549409.000000 Penalty: 3708.615723
	Iteration 11Q: 3 clusters Score -1.154941e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -11550659.000000 Penalty: 3708.615723
	Iteration 12Q: 3 clusters Score -1.155066e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -11551395.000000 Penalty: 3708.615723
	Iteration 13Q: 3 clusters Score -1.15514e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -11551860.000000 Penalty: 3708.615723
	Iteration 14Q: 3 clusters Score -1.155186e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -11552154.000000 Penalty: 3708.615723
	Iteration 15Q: 3 clusters Score -1.155215e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -11552327.000000 Penalty: 3708.615723
	Iteration 16Q: 3 clusters Score -1.155233e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -11552508.000000 Penalty: 3708.615723
	Iteration 17Q: 3 clusters Score -1.155251e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -11552685.000000 Penalty: 3708.615723
	Iteration 18Q: 3 clusters Score -1.155268e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -11552790.000000 Penalty: 3708.615723
	Iteration 19Q: 3 clusters Score -1.155279e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -11552924.000000 Penalty: 3708.615723
	Iteration 20F: 3 clusters Score -1.155292e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -11553049.000000 Penalty: 3708.615723
	Iteration 21Q: 3 clusters Score -1.155305e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -11553120.000000 Penalty: 3708.615723
	Iteration 22Q: 3 clusters Score -1.155312e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -11553197.000000 Penalty: 3708.615723
	Iteration 23Q: 3 clusters Score -1.15532e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -11553288.000000 Penalty: 3708.615723
	Iteration 24Q: 3 clusters Score -1.155329e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -11553326.000000 Penalty: 3708.615723
	Iteration 25Q: 3 clusters Score -1.155333e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -11553386.000000 Penalty: 3708.615723
	Iteration 26Q: 3 clusters Score -1.155339e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11553465.000000 Penalty: 3708.615723
	Iteration 27Q: 3 clusters Score -1.155346e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -11553520.000000 Penalty: 3708.615723
	Iteration 28Q: 3 clusters Score -1.155352e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -11553507.000000 Penalty: 3708.615723
	Iteration 29Q: 3 clusters Score -1.155351e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -11553519.000000 Penalty: 3708.615723
	Iteration 30Q: 3 clusters Score -1.155352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -11553558.000000 Penalty: 3708.615723
	Iteration 31Q: 3 clusters Score -1.155356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -11553575.000000 Penalty: 3708.615723
	Iteration 32Q: 3 clusters Score -1.155358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -11553582.000000 Penalty: 3708.615723
	Iteration 33Q: 3 clusters Score -1.155358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -11553614.000000 Penalty: 3708.615723
	Iteration 34Q: 3 clusters Score -1.155361e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -11553639.000000 Penalty: 3708.615723
	Iteration 35Q: 3 clusters Score -1.155364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -11553655.000000 Penalty: 3708.615723
	Iteration 36Q: 3 clusters Score -1.155366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -11553681.000000 Penalty: 3708.615723
	Iteration 37Q: 3 clusters Score -1.155368e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -11553687.000000 Penalty: 3708.615723
	Iteration 38Q: 3 clusters Score -1.155369e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -11553705.000000 Penalty: 3708.615723
	Iteration 39Q: 3 clusters Score -1.15537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -11553714.000000 Penalty: 3708.615723
	Iteration 40F: 3 clusters Score -1.155371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -11553733.000000 Penalty: 3708.615723
	Iteration 41Q: 3 clusters Score -1.155373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -11553742.000000 Penalty: 3708.615723
	Iteration 42Q: 3 clusters Score -1.155374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -11553750.000000 Penalty: 3708.615723
	Iteration 43Q: 3 clusters Score -1.155375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -11553748.000000 Penalty: 3708.615723
	Iteration 44Q: 3 clusters Score -1.155375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -11553768.000000 Penalty: 3708.615723
	Iteration 45Q: 3 clusters Score -1.155377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -11553795.000000 Penalty: 3708.615723
	Iteration 46Q: 3 clusters Score -1.15538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -11553792.000000 Penalty: 3708.615723
	Iteration 47Q: 3 clusters Score -1.155379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -11553800.000000 Penalty: 3708.615723
	Iteration 48Q: 3 clusters Score -1.15538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -11553819.000000 Penalty: 3708.615723
	Iteration 49Q: 3 clusters Score -1.155382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -11553852.000000 Penalty: 3708.615723
	Iteration 50Q: 3 clusters Score -1.155385e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -11553867.000000 Penalty: 3708.615723
	Iteration 51Q: 3 clusters Score -1.155387e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -11553891.000000 Penalty: 3708.615723
	Iteration 52Q: 3 clusters Score -1.155389e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -11553900.000000 Penalty: 3708.615723
	Iteration 53Q: 3 clusters Score -1.15539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -11553922.000000 Penalty: 3708.615723
	Iteration 54Q: 3 clusters Score -1.155392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -11553958.000000 Penalty: 3708.615723
	Iteration 55Q: 3 clusters Score -1.155396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -11553977.000000 Penalty: 3708.615723
	Iteration 56Q: 3 clusters Score -1.155398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -11553980.000000 Penalty: 3708.615723
	Iteration 57Q: 3 clusters Score -1.155398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -11553987.000000 Penalty: 3708.615723
	Iteration 58Q: 3 clusters Score -1.155399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -11553992.000000 Penalty: 3708.615723
	Iteration 59Q: 3 clusters Score -1.155399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -11554010.000000 Penalty: 3708.615723
	Iteration 60F: 3 clusters Score -1.155401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -11554004.000000 Penalty: 3708.615723
	Iteration 61Q: 3 clusters Score -1.1554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -11554029.000000 Penalty: 3708.615723
	Iteration 62Q: 3 clusters Score -1.155403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -11554045.000000 Penalty: 3708.615723
	Iteration 63Q: 3 clusters Score -1.155404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -11554070.000000 Penalty: 3708.615723
	Iteration 64Q: 3 clusters Score -1.155407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -11554085.000000 Penalty: 3708.615723
	Iteration 65Q: 3 clusters Score -1.155408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -11554077.000000 Penalty: 3708.615723
	Iteration 66Q: 3 clusters Score -1.155408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -11554077.000000 Penalty: 3708.615723
	Iteration 67Q: 3 clusters Score -1.155408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11554094.000000 Penalty: 3708.615723
	Iteration 68Q: 3 clusters Score -1.155409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -11554115.000000 Penalty: 3708.615723
	Iteration 69Q: 3 clusters Score -1.155412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -11554114.000000 Penalty: 3708.615723
	Iteration 70Q: 3 clusters Score -1.155411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -11554133.000000 Penalty: 3708.615723
	Iteration 71Q: 3 clusters Score -1.155413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -11554136.000000 Penalty: 3708.615723
	Iteration 72Q: 3 clusters Score -1.155414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -11554155.000000 Penalty: 3708.615723
	Iteration 73Q: 3 clusters Score -1.155416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -11554146.000000 Penalty: 3708.615723
	Iteration 74Q: 3 clusters Score -1.155415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -11554187.000000 Penalty: 3708.615723
	Iteration 75Q: 3 clusters Score -1.155419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -11554177.000000 Penalty: 3708.615723
	Iteration 76Q: 3 clusters Score -1.155418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -11554185.000000 Penalty: 3708.615723
	Iteration 77Q: 3 clusters Score -1.155418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -11554189.000000 Penalty: 3708.615723
	Iteration 78Q: 3 clusters Score -1.155419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -11554211.000000 Penalty: 3708.615723
	Iteration 79Q: 3 clusters Score -1.155421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 88918 members 
Entering Unmasked Estep 
Score: -11554238.000000 Penalty: 3708.615723
	Iteration 80F: 3 clusters Score -1.155424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -11554246.000000 Penalty: 3708.615723
	Iteration 81Q: 3 clusters Score -1.155425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -11554231.000000 Penalty: 3708.615723
	Iteration 82Q: 3 clusters Score -1.155423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11554226.000000 Penalty: 3708.615723
	Iteration 83Q: 3 clusters Score -1.155423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -11554241.000000 Penalty: 3708.615723
	Iteration 84Q: 3 clusters Score -1.155424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -11554271.000000 Penalty: 3708.615723
	Iteration 85Q: 3 clusters Score -1.155427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11554285.000000 Penalty: 3708.615723
	Iteration 86Q: 3 clusters Score -1.155428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -11554290.000000 Penalty: 3708.615723
	Iteration 87Q: 3 clusters Score -1.155429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -11554295.000000 Penalty: 3708.615723
	Iteration 88Q: 3 clusters Score -1.15543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -11554308.000000 Penalty: 3708.615723
	Iteration 89Q: 3 clusters Score -1.155431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11554312.000000 Penalty: 3708.615723
	Iteration 90Q: 3 clusters Score -1.155431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11554320.000000 Penalty: 3708.615723
	Iteration 91Q: 3 clusters Score -1.155432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -11554317.000000 Penalty: 3708.615723
	Iteration 92Q: 3 clusters Score -1.155432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11554323.000000 Penalty: 3708.615723
	Iteration 93Q: 3 clusters Score -1.155432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -11554328.000000 Penalty: 3708.615723
	Iteration 94Q: 3 clusters Score -1.155433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -11554336.000000 Penalty: 3708.615723
	Iteration 95Q: 3 clusters Score -1.155434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11554337.000000 Penalty: 3708.615723
	Iteration 96Q: 3 clusters Score -1.155434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11554341.000000 Penalty: 3708.615723
	Iteration 97Q: 3 clusters Score -1.155434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11554346.000000 Penalty: 3708.615723
	Iteration 98Q: 3 clusters Score -1.155435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -11554355.000000 Penalty: 3708.615723
	Iteration 99Q: 3 clusters Score -1.155436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -11554354.000000 Penalty: 3708.615723
	Iteration 100F: 3 clusters Score -1.155435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11554354.000000 Penalty: 3708.615723
	Iteration 101Q: 3 clusters Score -1.155435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11554350.000000 Penalty: 3708.615723
	Iteration 102Q: 3 clusters Score -1.155435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -11554351.000000 Penalty: 3708.615723
	Iteration 103Q: 3 clusters Score -1.155435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11554350.000000 Penalty: 3708.615723
	Iteration 104Q: 3 clusters Score -1.155435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11554350.000000 Penalty: 3708.615723
	Iteration 105F: 3 clusters Score -1.155435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Entering Unmasked Estep 
Score: -3337826.750000 Penalty: 1654.684082
	Iteration 0F: 2 clusters Score -3337827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3320023.750000 Penalty: 3309.368164
	Iteration 0F: 3 clusters Score -3320024 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3327246.500000 Penalty: 3309.368164
	Iteration 1F: 3 clusters Score -3327246 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3328944.750000 Penalty: 3309.368164
	Iteration 2F: 3 clusters Score -3328945 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3331494.500000 Penalty: 3309.368164
	Iteration 3F: 3 clusters Score -3331494 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3333818.000000 Penalty: 3309.368164
	Iteration 4F: 3 clusters Score -3333818 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3335536.250000 Penalty: 3309.368164
	Iteration 5F: 3 clusters Score -3335536 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3336866.000000 Penalty: 3309.368164
	Iteration 6F: 3 clusters Score -3336866 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3337815.250000 Penalty: 3309.368164
	Iteration 7F: 3 clusters Score -3337815 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3338433.250000 Penalty: 3309.368164
	Iteration 8Q: 3 clusters Score -3338433 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3338747.250000 Penalty: 3309.368164
	Iteration 9Q: 3 clusters Score -3338747 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3338905.750000 Penalty: 3309.368164
	Iteration 10Q: 3 clusters Score -3338906 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3338990.750000 Penalty: 3309.368164
	Iteration 11Q: 3 clusters Score -3338991 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3339041.000000 Penalty: 3309.368164
	Iteration 12Q: 3 clusters Score -3339041 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3339079.750000 Penalty: 3309.368164
	Iteration 13Q: 3 clusters Score -3339080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3339086.000000 Penalty: 3309.368164
	Iteration 14Q: 3 clusters Score -3339086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3339102.500000 Penalty: 3309.368164
	Iteration 15Q: 3 clusters Score -3339102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3339111.750000 Penalty: 3309.368164
	Iteration 16Q: 3 clusters Score -3339112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3339130.500000 Penalty: 3309.368164
	Iteration 17Q: 3 clusters Score -3339130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3339133.500000 Penalty: 3309.368164
	Iteration 18Q: 3 clusters Score -3339134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3339161.500000 Penalty: 3309.368164
	Iteration 19Q: 3 clusters Score -3339162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3339172.000000 Penalty: 3309.368164
	Iteration 20F: 3 clusters Score -3339172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3339180.500000 Penalty: 3309.368164
	Iteration 21Q: 3 clusters Score -3339180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3339179.750000 Penalty: 3309.368164
	Iteration 22Q: 3 clusters Score -3339180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3339190.750000 Penalty: 3309.368164
	Iteration 23Q: 3 clusters Score -3339191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3339208.750000 Penalty: 3309.368164
	Iteration 24Q: 3 clusters Score -3339209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3339221.500000 Penalty: 3309.368164
	Iteration 25Q: 3 clusters Score -3339222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3339216.250000 Penalty: 3309.368164
	Iteration 26Q: 3 clusters Score -3339216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3339216.750000 Penalty: 3309.368164
	Iteration 27Q: 3 clusters Score -3339217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3339229.000000 Penalty: 3309.368164
	Iteration 28Q: 3 clusters Score -3339229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3339242.250000 Penalty: 3309.368164
	Iteration 29Q: 3 clusters Score -3339242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3339246.750000 Penalty: 3309.368164
	Iteration 30Q: 3 clusters Score -3339247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3339255.500000 Penalty: 3309.368164
	Iteration 31Q: 3 clusters Score -3339256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3339255.500000 Penalty: 3309.368164
	Iteration 32Q: 3 clusters Score -3339256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3339273.000000 Penalty: 3309.368164
	Iteration 33Q: 3 clusters Score -3339273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3339275.500000 Penalty: 3309.368164
	Iteration 34Q: 3 clusters Score -3339276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3339280.500000 Penalty: 3309.368164
	Iteration 35Q: 3 clusters Score -3339280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3339280.500000 Penalty: 3309.368164
	Iteration 36Q: 3 clusters Score -3339280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3339280.750000 Penalty: 3309.368164
	Iteration 37Q: 3 clusters Score -3339281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3339285.000000 Penalty: 3309.368164
	Iteration 38Q: 3 clusters Score -3339285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3339282.250000 Penalty: 3309.368164
	Iteration 39Q: 3 clusters Score -3339282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3339279.250000 Penalty: 3309.368164
	Iteration 40F: 3 clusters Score -3339279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3339276.250000 Penalty: 3309.368164
	Iteration 41Q: 3 clusters Score -3339276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3339280.000000 Penalty: 3309.368164
	Iteration 42Q: 3 clusters Score -3339280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3339278.500000 Penalty: 3309.368164
	Iteration 43Q: 3 clusters Score -3339278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3339283.250000 Penalty: 3309.368164
	Iteration 44Q: 3 clusters Score -3339283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3339280.500000 Penalty: 3309.368164
	Iteration 45Q: 3 clusters Score -3339280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3339277.750000 Penalty: 3309.368164
	Iteration 46Q: 3 clusters Score -3339278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3339277.250000 Penalty: 3309.368164
	Iteration 47Q: 3 clusters Score -3339277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3339279.500000 Penalty: 3309.368164
	Iteration 48Q: 3 clusters Score -3339280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3339283.000000 Penalty: 3309.368164
	Iteration 49Q: 3 clusters Score -3339283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3339283.750000 Penalty: 3309.368164
	Iteration 50Q: 3 clusters Score -3339284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3339278.500000 Penalty: 3309.368164
	Iteration 51Q: 3 clusters Score -3339278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3339279.000000 Penalty: 3309.368164
	Iteration 52Q: 3 clusters Score -3339279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3339282.500000 Penalty: 3309.368164
	Iteration 53Q: 3 clusters Score -3339282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3339278.750000 Penalty: 3309.368164
	Iteration 54Q: 3 clusters Score -3339279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3339281.750000 Penalty: 3309.368164
	Iteration 55Q: 3 clusters Score -3339282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3339283.500000 Penalty: 3309.368164
	Iteration 56Q: 3 clusters Score -3339284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3339280.250000 Penalty: 3309.368164
	Iteration 57Q: 3 clusters Score -3339280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3339279.250000 Penalty: 3309.368164
	Iteration 58Q: 3 clusters Score -3339279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3339281.500000 Penalty: 3309.368164
	Iteration 59Q: 3 clusters Score -3339282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3339278.000000 Penalty: 3309.368164
	Iteration 60F: 3 clusters Score -3339278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3339273.250000 Penalty: 3309.368164
	Iteration 61Q: 3 clusters Score -3339273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3339275.000000 Penalty: 3309.368164
	Iteration 62Q: 3 clusters Score -3339275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3339273.500000 Penalty: 3309.368164
	Iteration 63Q: 3 clusters Score -3339274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3339274.750000 Penalty: 3309.368164
	Iteration 64Q: 3 clusters Score -3339275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3339274.250000 Penalty: 3309.368164
	Iteration 65Q: 3 clusters Score -3339274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3339270.500000 Penalty: 3309.368164
	Iteration 66Q: 3 clusters Score -3339270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3339276.000000 Penalty: 3309.368164
	Iteration 67Q: 3 clusters Score -3339276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3339275.750000 Penalty: 3309.368164
	Iteration 68Q: 3 clusters Score -3339276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3339276.000000 Penalty: 3309.368164
	Iteration 69Q: 3 clusters Score -3339276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3339274.250000 Penalty: 3309.368164
	Iteration 70Q: 3 clusters Score -3339274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3339274.250000 Penalty: 3309.368164
	Iteration 71F: 3 clusters Score -3339274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 110329 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 18713 members 
Entering Unmasked Estep 
Score: -127561032.000000 Penalty: 58372.937500
Splitting cluster 10 changes total score from -127528056.000000 to -127561032.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -92936.101562 Penalty: 1101.367554
	Iteration 0F: 2 clusters Score -92936.1 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 423 members 
Entering Unmasked Estep 
Score: -91668.289062 Penalty: 2202.735107
	Iteration 0F: 3 clusters Score -91668.29 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91998.703125 Penalty: 2202.735107
	Iteration 1F: 3 clusters Score -91998.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92210.632812 Penalty: 2202.735107
	Iteration 2F: 3 clusters Score -92210.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92452.757812 Penalty: 2202.735107
	Iteration 3F: 3 clusters Score -92452.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92826.976562 Penalty: 2202.735107
	Iteration 4F: 3 clusters Score -92826.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93122.882812 Penalty: 2202.735107
	Iteration 5F: 3 clusters Score -93122.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93380.796875 Penalty: 2202.735107
	Iteration 6F: 3 clusters Score -93380.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93531.523438 Penalty: 2202.735107
	Iteration 7Q: 3 clusters Score -93531.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93662.492188 Penalty: 2202.735107
	Iteration 8Q: 3 clusters Score -93662.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93748.531250 Penalty: 2202.735107
	Iteration 9Q: 3 clusters Score -93748.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93774.609375 Penalty: 2202.735107
	Iteration 10Q: 3 clusters Score -93774.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93782.820312 Penalty: 2202.735107
	Iteration 11Q: 3 clusters Score -93782.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93795.023438 Penalty: 2202.735107
	Iteration 12Q: 3 clusters Score -93795.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93804.726562 Penalty: 2202.735107
	Iteration 13Q: 3 clusters Score -93804.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93812.507812 Penalty: 2202.735107
	Iteration 14Q: 3 clusters Score -93812.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93819.039062 Penalty: 2202.735107
	Iteration 15Q: 3 clusters Score -93819.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -93822.843750 Penalty: 2202.735107
	Iteration 16Q: 3 clusters Score -93822.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93825.132812 Penalty: 2202.735107
	Iteration 17Q: 3 clusters Score -93825.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93827.234375 Penalty: 2202.735107
	Iteration 18Q: 3 clusters Score -93827.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93829.195312 Penalty: 2202.735107
	Iteration 19Q: 3 clusters Score -93829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93830.289062 Penalty: 2202.735107
	Iteration 20F: 3 clusters Score -93830.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93830.976562 Penalty: 2202.735107
	Iteration 21Q: 3 clusters Score -93830.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93830.976562 Penalty: 2202.735107
	Iteration 22F: 3 clusters Score -93830.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 110329 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 18713 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
Score: -127560784.000000 Penalty: 60618.050781
Splitting cluster 11 changes total score from -127528056.000000 to -127560784.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (108768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Entering Unmasked Estep 
Score: -14159739.000000 Penalty: 1884.508057
	Iteration 0F: 2 clusters Score -1.415974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -14094882.000000 Penalty: 3769.016113
	Iteration 0F: 3 clusters Score -1.409488e+07 nChanged 52357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -14125508.000000 Penalty: 3769.016113
	Iteration 1F: 3 clusters Score -1.412551e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -14126418.000000 Penalty: 3769.016113
	Iteration 2Q: 3 clusters Score -1.412642e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -14127400.000000 Penalty: 3769.016113
	Iteration 3Q: 3 clusters Score -1.41274e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -14128612.000000 Penalty: 3769.016113
	Iteration 4Q: 3 clusters Score -1.412861e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -14130019.000000 Penalty: 3769.016113
	Iteration 5Q: 3 clusters Score -1.413002e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -14132226.000000 Penalty: 3769.016113
	Iteration 6Q: 3 clusters Score -1.413223e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -14135200.000000 Penalty: 3769.016113
	Iteration 7F: 3 clusters Score -1.41352e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -14139384.000000 Penalty: 3769.016113
	Iteration 8F: 3 clusters Score -1.413938e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -14143882.000000 Penalty: 3769.016113
	Iteration 9F: 3 clusters Score -1.414388e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -14147506.000000 Penalty: 3769.016113
	Iteration 10F: 3 clusters Score -1.414751e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -14149269.000000 Penalty: 3769.016113
	Iteration 11Q: 3 clusters Score -1.414927e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -14150051.000000 Penalty: 3769.016113
	Iteration 12Q: 3 clusters Score -1.415005e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -14150515.000000 Penalty: 3769.016113
	Iteration 13Q: 3 clusters Score -1.415052e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -14150989.000000 Penalty: 3769.016113
	Iteration 14Q: 3 clusters Score -1.415099e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -14151417.000000 Penalty: 3769.016113
	Iteration 15Q: 3 clusters Score -1.415142e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -14151798.000000 Penalty: 3769.016113
	Iteration 16Q: 3 clusters Score -1.41518e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -14152294.000000 Penalty: 3769.016113
	Iteration 17Q: 3 clusters Score -1.415229e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -14152578.000000 Penalty: 3769.016113
	Iteration 18Q: 3 clusters Score -1.415258e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -14152872.000000 Penalty: 3769.016113
	Iteration 19Q: 3 clusters Score -1.415287e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -14153120.000000 Penalty: 3769.016113
	Iteration 20F: 3 clusters Score -1.415312e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -14153614.000000 Penalty: 3769.016113
	Iteration 21Q: 3 clusters Score -1.415361e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -14153917.000000 Penalty: 3769.016113
	Iteration 22Q: 3 clusters Score -1.415392e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -14154247.000000 Penalty: 3769.016113
	Iteration 23Q: 3 clusters Score -1.415425e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -14154578.000000 Penalty: 3769.016113
	Iteration 24Q: 3 clusters Score -1.415458e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -14154981.000000 Penalty: 3769.016113
	Iteration 25Q: 3 clusters Score -1.415498e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -14155354.000000 Penalty: 3769.016113
	Iteration 26Q: 3 clusters Score -1.415535e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -14155702.000000 Penalty: 3769.016113
	Iteration 27Q: 3 clusters Score -1.41557e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -14155959.000000 Penalty: 3769.016113
	Iteration 28Q: 3 clusters Score -1.415596e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -14156214.000000 Penalty: 3769.016113
	Iteration 29Q: 3 clusters Score -1.415621e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -14156481.000000 Penalty: 3769.016113
	Iteration 30Q: 3 clusters Score -1.415648e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -14156689.000000 Penalty: 3769.016113
	Iteration 31Q: 3 clusters Score -1.415669e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -14156976.000000 Penalty: 3769.016113
	Iteration 32Q: 3 clusters Score -1.415698e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -14157314.000000 Penalty: 3769.016113
	Iteration 33Q: 3 clusters Score -1.415731e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -14157637.000000 Penalty: 3769.016113
	Iteration 34Q: 3 clusters Score -1.415764e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -14157855.000000 Penalty: 3769.016113
	Iteration 35Q: 3 clusters Score -1.415786e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -14158095.000000 Penalty: 3769.016113
	Iteration 36Q: 3 clusters Score -1.41581e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -14158203.000000 Penalty: 3769.016113
	Iteration 37Q: 3 clusters Score -1.41582e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -14158294.000000 Penalty: 3769.016113
	Iteration 38Q: 3 clusters Score -1.415829e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -14158424.000000 Penalty: 3769.016113
	Iteration 39Q: 3 clusters Score -1.415842e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -14158558.000000 Penalty: 3769.016113
	Iteration 40F: 3 clusters Score -1.415856e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -14158692.000000 Penalty: 3769.016113
	Iteration 41Q: 3 clusters Score -1.415869e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 102328 members 
Entering Unmasked Estep 
Score: -14158792.000000 Penalty: 3769.016113
	Iteration 42Q: 3 clusters Score -1.415879e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -14158911.000000 Penalty: 3769.016113
	Iteration 43Q: 3 clusters Score -1.415891e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 102965 members 
Entering Unmasked Estep 
Score: -14158968.000000 Penalty: 3769.016113
	Iteration 44Q: 3 clusters Score -1.415897e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -14159028.000000 Penalty: 3769.016113
	Iteration 45Q: 3 clusters Score -1.415903e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -14159163.000000 Penalty: 3769.016113
	Iteration 46Q: 3 clusters Score -1.415916e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -14159274.000000 Penalty: 3769.016113
	Iteration 47Q: 3 clusters Score -1.415927e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -14159367.000000 Penalty: 3769.016113
	Iteration 48Q: 3 clusters Score -1.415937e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -14159400.000000 Penalty: 3769.016113
	Iteration 49Q: 3 clusters Score -1.41594e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -14159406.000000 Penalty: 3769.016113
	Iteration 50Q: 3 clusters Score -1.415941e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -14159425.000000 Penalty: 3769.016113
	Iteration 51Q: 3 clusters Score -1.415942e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -14159446.000000 Penalty: 3769.016113
	Iteration 52Q: 3 clusters Score -1.415945e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -14159452.000000 Penalty: 3769.016113
	Iteration 53Q: 3 clusters Score -1.415945e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 104737 members 
Entering Unmasked Estep 
Score: -14159434.000000 Penalty: 3769.016113
	Iteration 54Q: 3 clusters Score -1.415943e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -14159447.000000 Penalty: 3769.016113
	Iteration 55Q: 3 clusters Score -1.415945e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -14159459.000000 Penalty: 3769.016113
	Iteration 56Q: 3 clusters Score -1.415946e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -14159466.000000 Penalty: 3769.016113
	Iteration 57Q: 3 clusters Score -1.415947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -14159469.000000 Penalty: 3769.016113
	Iteration 58Q: 3 clusters Score -1.415947e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 104892 members 
Entering Unmasked Estep 
Score: -14159499.000000 Penalty: 3769.016113
	Iteration 59Q: 3 clusters Score -1.41595e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -14159513.000000 Penalty: 3769.016113
	Iteration 60F: 3 clusters Score -1.415951e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -14159511.000000 Penalty: 3769.016113
	Iteration 61Q: 3 clusters Score -1.415951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -14159507.000000 Penalty: 3769.016113
	Iteration 62Q: 3 clusters Score -1.415951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -14159509.000000 Penalty: 3769.016113
	Iteration 63Q: 3 clusters Score -1.415951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -14159520.000000 Penalty: 3769.016113
	Iteration 64Q: 3 clusters Score -1.415952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -14159539.000000 Penalty: 3769.016113
	Iteration 65Q: 3 clusters Score -1.415954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -14159537.000000 Penalty: 3769.016113
	Iteration 66Q: 3 clusters Score -1.415954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -14159543.000000 Penalty: 3769.016113
	Iteration 67Q: 3 clusters Score -1.415954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -14159553.000000 Penalty: 3769.016113
	Iteration 68Q: 3 clusters Score -1.415955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -14159551.000000 Penalty: 3769.016113
	Iteration 69Q: 3 clusters Score -1.415955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -14159555.000000 Penalty: 3769.016113
	Iteration 70Q: 3 clusters Score -1.415956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -14159548.000000 Penalty: 3769.016113
	Iteration 71Q: 3 clusters Score -1.415955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -14159547.000000 Penalty: 3769.016113
	Iteration 72Q: 3 clusters Score -1.415955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -14159551.000000 Penalty: 3769.016113
	Iteration 73Q: 3 clusters Score -1.415955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -14159548.000000 Penalty: 3769.016113
	Iteration 74Q: 3 clusters Score -1.415955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -14159559.000000 Penalty: 3769.016113
	Iteration 75Q: 3 clusters Score -1.415956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -14159556.000000 Penalty: 3769.016113
	Iteration 76Q: 3 clusters Score -1.415956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -14159555.000000 Penalty: 3769.016113
	Iteration 77Q: 3 clusters Score -1.415956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -14159557.000000 Penalty: 3769.016113
	Iteration 78Q: 3 clusters Score -1.415956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 105025 members 
Entering Unmasked Estep 
Score: -14159547.000000 Penalty: 3769.016113
	Iteration 79Q: 3 clusters Score -1.415955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -14159560.000000 Penalty: 3769.016113
	Iteration 80F: 3 clusters Score -1.415956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -14159552.000000 Penalty: 3769.016113
	Iteration 81Q: 3 clusters Score -1.415955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -14159560.000000 Penalty: 3769.016113
	Iteration 82Q: 3 clusters Score -1.415956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -14159566.000000 Penalty: 3769.016113
	Iteration 83Q: 3 clusters Score -1.415957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -14159568.000000 Penalty: 3769.016113
	Iteration 84Q: 3 clusters Score -1.415957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 105035 members 
Entering Unmasked Estep 
Score: -14159568.000000 Penalty: 3769.016113
	Iteration 85Q: 3 clusters Score -1.415957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 105035 members 
Entering Unmasked Estep 
Score: -14159568.000000 Penalty: 3769.016113
	Iteration 86F: 3 clusters Score -1.415957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Entering Unmasked Estep 
Score: -14341584.000000 Penalty: 1886.823608
	Iteration 0F: 2 clusters Score -1.434158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -14275412.000000 Penalty: 3773.647217
	Iteration 0F: 3 clusters Score -1.427541e+07 nChanged 52982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -14306483.000000 Penalty: 3773.647217
	Iteration 1F: 3 clusters Score -1.430648e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -14307401.000000 Penalty: 3773.647217
	Iteration 2Q: 3 clusters Score -1.43074e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -14308599.000000 Penalty: 3773.647217
	Iteration 3Q: 3 clusters Score -1.43086e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -14310606.000000 Penalty: 3773.647217
	Iteration 4Q: 3 clusters Score -1.431061e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -14313374.000000 Penalty: 3773.647217
	Iteration 5Q: 3 clusters Score -1.431337e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -14317136.000000 Penalty: 3773.647217
	Iteration 6F: 3 clusters Score -1.431714e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -14322251.000000 Penalty: 3773.647217
	Iteration 7F: 3 clusters Score -1.432225e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -14327754.000000 Penalty: 3773.647217
	Iteration 8F: 3 clusters Score -1.432775e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -14332019.000000 Penalty: 3773.647217
	Iteration 9F: 3 clusters Score -1.433202e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -14334242.000000 Penalty: 3773.647217
	Iteration 10Q: 3 clusters Score -1.433424e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -14335311.000000 Penalty: 3773.647217
	Iteration 11Q: 3 clusters Score -1.433531e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -14335763.000000 Penalty: 3773.647217
	Iteration 12Q: 3 clusters Score -1.433576e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -14336265.000000 Penalty: 3773.647217
	Iteration 13Q: 3 clusters Score -1.433626e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -14336889.000000 Penalty: 3773.647217
	Iteration 14Q: 3 clusters Score -1.433689e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -14337474.000000 Penalty: 3773.647217
	Iteration 15Q: 3 clusters Score -1.433747e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -14338040.000000 Penalty: 3773.647217
	Iteration 16Q: 3 clusters Score -1.433804e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -14338813.000000 Penalty: 3773.647217
	Iteration 17Q: 3 clusters Score -1.433881e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -14339291.000000 Penalty: 3773.647217
	Iteration 18Q: 3 clusters Score -1.433929e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -14339620.000000 Penalty: 3773.647217
	Iteration 19Q: 3 clusters Score -1.433962e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -14339809.000000 Penalty: 3773.647217
	Iteration 20F: 3 clusters Score -1.433981e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -14339876.000000 Penalty: 3773.647217
	Iteration 21Q: 3 clusters Score -1.433988e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -14339984.000000 Penalty: 3773.647217
	Iteration 22Q: 3 clusters Score -1.433998e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -14340177.000000 Penalty: 3773.647217
	Iteration 23Q: 3 clusters Score -1.434018e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -14340236.000000 Penalty: 3773.647217
	Iteration 24Q: 3 clusters Score -1.434024e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -14340269.000000 Penalty: 3773.647217
	Iteration 25Q: 3 clusters Score -1.434027e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -14340298.000000 Penalty: 3773.647217
	Iteration 26Q: 3 clusters Score -1.43403e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -14340243.000000 Penalty: 3773.647217
	Iteration 27Q: 3 clusters Score -1.434024e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -14340272.000000 Penalty: 3773.647217
	Iteration 28Q: 3 clusters Score -1.434027e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -14340259.000000 Penalty: 3773.647217
	Iteration 29Q: 3 clusters Score -1.434026e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105905 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -14340304.000000 Penalty: 3773.647217
	Iteration 30Q: 3 clusters Score -1.43403e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -14340342.000000 Penalty: 3773.647217
	Iteration 31Q: 3 clusters Score -1.434034e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -14340341.000000 Penalty: 3773.647217
	Iteration 32Q: 3 clusters Score -1.434034e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -14340438.000000 Penalty: 3773.647217
	Iteration 33Q: 3 clusters Score -1.434044e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -14340503.000000 Penalty: 3773.647217
	Iteration 34Q: 3 clusters Score -1.43405e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -14340542.000000 Penalty: 3773.647217
	Iteration 35Q: 3 clusters Score -1.434054e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -14340598.000000 Penalty: 3773.647217
	Iteration 36Q: 3 clusters Score -1.43406e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -14340665.000000 Penalty: 3773.647217
	Iteration 37Q: 3 clusters Score -1.434066e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -14340625.000000 Penalty: 3773.647217
	Iteration 38Q: 3 clusters Score -1.434062e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14340664.000000 Penalty: 3773.647217
	Iteration 39Q: 3 clusters Score -1.434066e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14340695.000000 Penalty: 3773.647217
	Iteration 40F: 3 clusters Score -1.43407e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14340695.000000 Penalty: 3773.647217
	Iteration 41Q: 3 clusters Score -1.43407e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -14340709.000000 Penalty: 3773.647217
	Iteration 42Q: 3 clusters Score -1.434071e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14340758.000000 Penalty: 3773.647217
	Iteration 43Q: 3 clusters Score -1.434076e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -14340831.000000 Penalty: 3773.647217
	Iteration 44Q: 3 clusters Score -1.434083e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -14340840.000000 Penalty: 3773.647217
	Iteration 45Q: 3 clusters Score -1.434084e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -14340841.000000 Penalty: 3773.647217
	Iteration 46Q: 3 clusters Score -1.434084e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14340858.000000 Penalty: 3773.647217
	Iteration 47Q: 3 clusters Score -1.434086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14340867.000000 Penalty: 3773.647217
	Iteration 48Q: 3 clusters Score -1.434087e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108202 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -14340889.000000 Penalty: 3773.647217
	Iteration 49Q: 3 clusters Score -1.434089e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108201 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -14340919.000000 Penalty: 3773.647217
	Iteration 50Q: 3 clusters Score -1.434092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -14340911.000000 Penalty: 3773.647217
	Iteration 51Q: 3 clusters Score -1.434091e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14340915.000000 Penalty: 3773.647217
	Iteration 52Q: 3 clusters Score -1.434092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -14340932.000000 Penalty: 3773.647217
	Iteration 53Q: 3 clusters Score -1.434093e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -14340959.000000 Penalty: 3773.647217
	Iteration 54Q: 3 clusters Score -1.434096e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14340970.000000 Penalty: 3773.647217
	Iteration 55Q: 3 clusters Score -1.434097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -14340988.000000 Penalty: 3773.647217
	Iteration 56Q: 3 clusters Score -1.434099e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -14341002.000000 Penalty: 3773.647217
	Iteration 57Q: 3 clusters Score -1.4341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14341023.000000 Penalty: 3773.647217
	Iteration 58Q: 3 clusters Score -1.434102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14341059.000000 Penalty: 3773.647217
	Iteration 59Q: 3 clusters Score -1.434106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -14341086.000000 Penalty: 3773.647217
	Iteration 60F: 3 clusters Score -1.434109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -14341093.000000 Penalty: 3773.647217
	Iteration 61Q: 3 clusters Score -1.434109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -14341111.000000 Penalty: 3773.647217
	Iteration 62Q: 3 clusters Score -1.434111e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -14341160.000000 Penalty: 3773.647217
	Iteration 63Q: 3 clusters Score -1.434116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14341173.000000 Penalty: 3773.647217
	Iteration 64Q: 3 clusters Score -1.434117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14341203.000000 Penalty: 3773.647217
	Iteration 65Q: 3 clusters Score -1.43412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14341199.000000 Penalty: 3773.647217
	Iteration 66Q: 3 clusters Score -1.43412e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14341250.000000 Penalty: 3773.647217
	Iteration 67Q: 3 clusters Score -1.434125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14341246.000000 Penalty: 3773.647217
	Iteration 68Q: 3 clusters Score -1.434125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14341268.000000 Penalty: 3773.647217
	Iteration 69Q: 3 clusters Score -1.434127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14341298.000000 Penalty: 3773.647217
	Iteration 70Q: 3 clusters Score -1.43413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14341304.000000 Penalty: 3773.647217
	Iteration 71Q: 3 clusters Score -1.43413e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14341314.000000 Penalty: 3773.647217
	Iteration 72Q: 3 clusters Score -1.434131e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14341334.000000 Penalty: 3773.647217
	Iteration 73Q: 3 clusters Score -1.434133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -14341361.000000 Penalty: 3773.647217
	Iteration 74Q: 3 clusters Score -1.434136e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108080 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14341380.000000 Penalty: 3773.647217
	Iteration 75Q: 3 clusters Score -1.434138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14341373.000000 Penalty: 3773.647217
	Iteration 76Q: 3 clusters Score -1.434137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14341380.000000 Penalty: 3773.647217
	Iteration 77Q: 3 clusters Score -1.434138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -14341379.000000 Penalty: 3773.647217
	Iteration 78Q: 3 clusters Score -1.434138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14341423.000000 Penalty: 3773.647217
	Iteration 79Q: 3 clusters Score -1.434142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -14341433.000000 Penalty: 3773.647217
	Iteration 80F: 3 clusters Score -1.434143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -14341474.000000 Penalty: 3773.647217
	Iteration 81Q: 3 clusters Score -1.434147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14341505.000000 Penalty: 3773.647217
	Iteration 82Q: 3 clusters Score -1.43415e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -14341567.000000 Penalty: 3773.647217
	Iteration 83Q: 3 clusters Score -1.434157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -14341593.000000 Penalty: 3773.647217
	Iteration 84Q: 3 clusters Score -1.434159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14341649.000000 Penalty: 3773.647217
	Iteration 85Q: 3 clusters Score -1.434165e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107844 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -14341718.000000 Penalty: 3773.647217
	Iteration 86Q: 3 clusters Score -1.434172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -14341763.000000 Penalty: 3773.647217
	Iteration 87Q: 3 clusters Score -1.434176e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -14341834.000000 Penalty: 3773.647217
	Iteration 88Q: 3 clusters Score -1.434183e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107723 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -14341851.000000 Penalty: 3773.647217
	Iteration 89Q: 3 clusters Score -1.434185e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -14341934.000000 Penalty: 3773.647217
	Iteration 90Q: 3 clusters Score -1.434193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -14341939.000000 Penalty: 3773.647217
	Iteration 91Q: 3 clusters Score -1.434194e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -14341959.000000 Penalty: 3773.647217
	Iteration 92Q: 3 clusters Score -1.434196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107603 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -14341972.000000 Penalty: 3773.647217
	Iteration 93Q: 3 clusters Score -1.434197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14341995.000000 Penalty: 3773.647217
	Iteration 94Q: 3 clusters Score -1.4342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14342005.000000 Penalty: 3773.647217
	Iteration 95Q: 3 clusters Score -1.4342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107560 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14342028.000000 Penalty: 3773.647217
	Iteration 96Q: 3 clusters Score -1.434203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -14342042.000000 Penalty: 3773.647217
	Iteration 97Q: 3 clusters Score -1.434204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -14342037.000000 Penalty: 3773.647217
	Iteration 98Q: 3 clusters Score -1.434204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -14342051.000000 Penalty: 3773.647217
	Iteration 99Q: 3 clusters Score -1.434205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107521 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -14342069.000000 Penalty: 3773.647217
	Iteration 100F: 3 clusters Score -1.434207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -14342112.000000 Penalty: 3773.647217
	Iteration 101Q: 3 clusters Score -1.434211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -14342138.000000 Penalty: 3773.647217
	Iteration 102Q: 3 clusters Score -1.434214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -14342172.000000 Penalty: 3773.647217
	Iteration 103Q: 3 clusters Score -1.434217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -14342193.000000 Penalty: 3773.647217
	Iteration 104Q: 3 clusters Score -1.434219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -14342216.000000 Penalty: 3773.647217
	Iteration 105Q: 3 clusters Score -1.434222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -14342213.000000 Penalty: 3773.647217
	Iteration 106Q: 3 clusters Score -1.434221e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14342211.000000 Penalty: 3773.647217
	Iteration 107Q: 3 clusters Score -1.434221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -14342239.000000 Penalty: 3773.647217
	Iteration 108Q: 3 clusters Score -1.434224e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -14342267.000000 Penalty: 3773.647217
	Iteration 109Q: 3 clusters Score -1.434227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -14342274.000000 Penalty: 3773.647217
	Iteration 110Q: 3 clusters Score -1.434227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -14342285.000000 Penalty: 3773.647217
	Iteration 111Q: 3 clusters Score -1.434228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -14342322.000000 Penalty: 3773.647217
	Iteration 112Q: 3 clusters Score -1.434232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -14342319.000000 Penalty: 3773.647217
	Iteration 113Q: 3 clusters Score -1.434232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -14342319.000000 Penalty: 3773.647217
	Iteration 114Q: 3 clusters Score -1.434232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -14342322.000000 Penalty: 3773.647217
	Iteration 115Q: 3 clusters Score -1.434232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -14342323.000000 Penalty: 3773.647217
	Iteration 116Q: 3 clusters Score -1.434232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14342314.000000 Penalty: 3773.647217
	Iteration 117Q: 3 clusters Score -1.434231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -14342318.000000 Penalty: 3773.647217
	Iteration 118Q: 3 clusters Score -1.434232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -14342329.000000 Penalty: 3773.647217
	Iteration 119Q: 3 clusters Score -1.434233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -14342347.000000 Penalty: 3773.647217
	Iteration 120F: 3 clusters Score -1.434235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -14342346.000000 Penalty: 3773.647217
	Iteration 121Q: 3 clusters Score -1.434235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -14342338.000000 Penalty: 3773.647217
	Iteration 122Q: 3 clusters Score -1.434234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14342359.000000 Penalty: 3773.647217
	Iteration 123Q: 3 clusters Score -1.434236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -14342340.000000 Penalty: 3773.647217
	Iteration 124Q: 3 clusters Score -1.434234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -14342344.000000 Penalty: 3773.647217
	Iteration 125Q: 3 clusters Score -1.434234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -14342342.000000 Penalty: 3773.647217
	Iteration 126Q: 3 clusters Score -1.434234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14342338.000000 Penalty: 3773.647217
	Iteration 127Q: 3 clusters Score -1.434234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -14342335.000000 Penalty: 3773.647217
	Iteration 128Q: 3 clusters Score -1.434234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -14342345.000000 Penalty: 3773.647217
	Iteration 129Q: 3 clusters Score -1.434234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -14342346.000000 Penalty: 3773.647217
	Iteration 130Q: 3 clusters Score -1.434235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -14342374.000000 Penalty: 3773.647217
	Iteration 131Q: 3 clusters Score -1.434237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -14342384.000000 Penalty: 3773.647217
	Iteration 132Q: 3 clusters Score -1.434238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -14342386.000000 Penalty: 3773.647217
	Iteration 133Q: 3 clusters Score -1.434239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -14342382.000000 Penalty: 3773.647217
	Iteration 134Q: 3 clusters Score -1.434238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107155 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -14342372.000000 Penalty: 3773.647217
	Iteration 135Q: 3 clusters Score -1.434237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14342376.000000 Penalty: 3773.647217
	Iteration 136Q: 3 clusters Score -1.434238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14342353.000000 Penalty: 3773.647217
	Iteration 137Q: 3 clusters Score -1.434235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14342367.000000 Penalty: 3773.647217
	Iteration 138Q: 3 clusters Score -1.434237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14342358.000000 Penalty: 3773.647217
	Iteration 139Q: 3 clusters Score -1.434236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107148 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14342358.000000 Penalty: 3773.647217
	Iteration 140F: 3 clusters Score -1.434236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107147 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -14342350.000000 Penalty: 3773.647217
	Iteration 141Q: 3 clusters Score -1.434235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -14342364.000000 Penalty: 3773.647217
	Iteration 142Q: 3 clusters Score -1.434236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -14342351.000000 Penalty: 3773.647217
	Iteration 143Q: 3 clusters Score -1.434235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -14342357.000000 Penalty: 3773.647217
	Iteration 144Q: 3 clusters Score -1.434236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -14342357.000000 Penalty: 3773.647217
	Iteration 145Q: 3 clusters Score -1.434236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -14342354.000000 Penalty: 3773.647217
	Iteration 146Q: 3 clusters Score -1.434235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -14342355.000000 Penalty: 3773.647217
	Iteration 147Q: 3 clusters Score -1.434236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -14342362.000000 Penalty: 3773.647217
	Iteration 148Q: 3 clusters Score -1.434236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -14342362.000000 Penalty: 3773.647217
	Iteration 149F: 3 clusters Score -1.434236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 107137 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 143549 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 18713 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 3192 members 
Entering Unmasked Estep 
Score: -127561968.000000 Penalty: 62863.164062
Splitting cluster 13 changes total score from -127528056.000000 to -127561968.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (14135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Entering Unmasked Estep 
Score: -1782336.500000 Penalty: 1552.916504
	Iteration 0F: 2 clusters Score -1782336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1772556.625000 Penalty: 3105.833008
	Iteration 0F: 3 clusters Score -1772557 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1776239.625000 Penalty: 3105.833008
	Iteration 1F: 3 clusters Score -1776240 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1776907.875000 Penalty: 3105.833008
	Iteration 2F: 3 clusters Score -1776908 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1777634.375000 Penalty: 3105.833008
	Iteration 3F: 3 clusters Score -1777634 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1778339.250000 Penalty: 3105.833008
	Iteration 4F: 3 clusters Score -1778339 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1778934.750000 Penalty: 3105.833008
	Iteration 5F: 3 clusters Score -1778935 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1779407.625000 Penalty: 3105.833008
	Iteration 6F: 3 clusters Score -1779408 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1779758.000000 Penalty: 3105.833008
	Iteration 7Q: 3 clusters Score -1779758 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1780004.750000 Penalty: 3105.833008
	Iteration 8Q: 3 clusters Score -1780005 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1780210.500000 Penalty: 3105.833008
	Iteration 9Q: 3 clusters Score -1780210 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1780339.375000 Penalty: 3105.833008
	Iteration 10Q: 3 clusters Score -1780339 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1780456.375000 Penalty: 3105.833008
	Iteration 11Q: 3 clusters Score -1780456 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1780546.250000 Penalty: 3105.833008
	Iteration 12Q: 3 clusters Score -1780546 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1780607.125000 Penalty: 3105.833008
	Iteration 13Q: 3 clusters Score -1780607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1780660.500000 Penalty: 3105.833008
	Iteration 14Q: 3 clusters Score -1780660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1780711.250000 Penalty: 3105.833008
	Iteration 15Q: 3 clusters Score -1780711 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1780752.000000 Penalty: 3105.833008
	Iteration 16Q: 3 clusters Score -1780752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1780794.375000 Penalty: 3105.833008
	Iteration 17Q: 3 clusters Score -1780794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1780819.000000 Penalty: 3105.833008
	Iteration 18Q: 3 clusters Score -1780819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1780844.500000 Penalty: 3105.833008
	Iteration 19Q: 3 clusters Score -1780844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1780859.125000 Penalty: 3105.833008
	Iteration 20F: 3 clusters Score -1780859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1780868.875000 Penalty: 3105.833008
	Iteration 21Q: 3 clusters Score -1780869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1780875.125000 Penalty: 3105.833008
	Iteration 22Q: 3 clusters Score -1780875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1780884.875000 Penalty: 3105.833008
	Iteration 23Q: 3 clusters Score -1780885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1780888.750000 Penalty: 3105.833008
	Iteration 24Q: 3 clusters Score -1780889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1780894.250000 Penalty: 3105.833008
	Iteration 25Q: 3 clusters Score -1780894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1780900.000000 Penalty: 3105.833008
	Iteration 26Q: 3 clusters Score -1780900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1780907.000000 Penalty: 3105.833008
	Iteration 27Q: 3 clusters Score -1780907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1780911.500000 Penalty: 3105.833008
	Iteration 28Q: 3 clusters Score -1780912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1780917.375000 Penalty: 3105.833008
	Iteration 29Q: 3 clusters Score -1780917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1780921.500000 Penalty: 3105.833008
	Iteration 30Q: 3 clusters Score -1780922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1780921.375000 Penalty: 3105.833008
	Iteration 31Q: 3 clusters Score -1780921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1780927.500000 Penalty: 3105.833008
	Iteration 32Q: 3 clusters Score -1780928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1780932.000000 Penalty: 3105.833008
	Iteration 33Q: 3 clusters Score -1780932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1780939.000000 Penalty: 3105.833008
	Iteration 34Q: 3 clusters Score -1780939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1780945.500000 Penalty: 3105.833008
	Iteration 35Q: 3 clusters Score -1780946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1780943.250000 Penalty: 3105.833008
	Iteration 36Q: 3 clusters Score -1780943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1780950.000000 Penalty: 3105.833008
	Iteration 37Q: 3 clusters Score -1780950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1780955.125000 Penalty: 3105.833008
	Iteration 38Q: 3 clusters Score -1780955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1780958.250000 Penalty: 3105.833008
	Iteration 39Q: 3 clusters Score -1780958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1780966.625000 Penalty: 3105.833008
	Iteration 40F: 3 clusters Score -1780967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1780967.750000 Penalty: 3105.833008
	Iteration 41Q: 3 clusters Score -1780968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1780973.875000 Penalty: 3105.833008
	Iteration 42Q: 3 clusters Score -1780974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1780979.500000 Penalty: 3105.833008
	Iteration 43Q: 3 clusters Score -1780980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1780982.875000 Penalty: 3105.833008
	Iteration 44Q: 3 clusters Score -1780983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1780988.625000 Penalty: 3105.833008
	Iteration 45Q: 3 clusters Score -1780989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1780999.750000 Penalty: 3105.833008
	Iteration 46Q: 3 clusters Score -1781000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1781010.500000 Penalty: 3105.833008
	Iteration 47Q: 3 clusters Score -1781010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1781017.500000 Penalty: 3105.833008
	Iteration 48Q: 3 clusters Score -1781018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1781023.875000 Penalty: 3105.833008
	Iteration 49Q: 3 clusters Score -1781024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1781031.625000 Penalty: 3105.833008
	Iteration 50Q: 3 clusters Score -1781032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1781042.125000 Penalty: 3105.833008
	Iteration 51Q: 3 clusters Score -1781042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1781049.750000 Penalty: 3105.833008
	Iteration 52Q: 3 clusters Score -1781050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1781055.750000 Penalty: 3105.833008
	Iteration 53Q: 3 clusters Score -1781056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1781066.625000 Penalty: 3105.833008
	Iteration 54Q: 3 clusters Score -1781067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1781080.875000 Penalty: 3105.833008
	Iteration 55Q: 3 clusters Score -1781081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1781087.625000 Penalty: 3105.833008
	Iteration 56Q: 3 clusters Score -1781088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1781092.625000 Penalty: 3105.833008
	Iteration 57Q: 3 clusters Score -1781093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1781096.125000 Penalty: 3105.833008
	Iteration 58Q: 3 clusters Score -1781096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1781107.375000 Penalty: 3105.833008
	Iteration 59Q: 3 clusters Score -1781107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1781112.875000 Penalty: 3105.833008
	Iteration 60F: 3 clusters Score -1781113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1781113.250000 Penalty: 3105.833008
	Iteration 61Q: 3 clusters Score -1781113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1781114.750000 Penalty: 3105.833008
	Iteration 62Q: 3 clusters Score -1781115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1781124.500000 Penalty: 3105.833008
	Iteration 63Q: 3 clusters Score -1781124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1781128.875000 Penalty: 3105.833008
	Iteration 64Q: 3 clusters Score -1781129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1781131.000000 Penalty: 3105.833008
	Iteration 65Q: 3 clusters Score -1781131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1781140.000000 Penalty: 3105.833008
	Iteration 66Q: 3 clusters Score -1781140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1781145.875000 Penalty: 3105.833008
	Iteration 67Q: 3 clusters Score -1781146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1781144.000000 Penalty: 3105.833008
	Iteration 68Q: 3 clusters Score -1781144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1781155.000000 Penalty: 3105.833008
	Iteration 69Q: 3 clusters Score -1781155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1781163.625000 Penalty: 3105.833008
	Iteration 70Q: 3 clusters Score -1781164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1781166.750000 Penalty: 3105.833008
	Iteration 71Q: 3 clusters Score -1781167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1781172.375000 Penalty: 3105.833008
	Iteration 72Q: 3 clusters Score -1781172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1781178.625000 Penalty: 3105.833008
	Iteration 73Q: 3 clusters Score -1781179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1781184.875000 Penalty: 3105.833008
	Iteration 74Q: 3 clusters Score -1781185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1781193.875000 Penalty: 3105.833008
	Iteration 75Q: 3 clusters Score -1781194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1781201.500000 Penalty: 3105.833008
	Iteration 76Q: 3 clusters Score -1781202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1781208.625000 Penalty: 3105.833008
	Iteration 77Q: 3 clusters Score -1781209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1781224.000000 Penalty: 3105.833008
	Iteration 78Q: 3 clusters Score -1781224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1781241.500000 Penalty: 3105.833008
	Iteration 79Q: 3 clusters Score -1781242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1781256.250000 Penalty: 3105.833008
	Iteration 80F: 3 clusters Score -1781256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1781272.250000 Penalty: 3105.833008
	Iteration 81Q: 3 clusters Score -1781272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1781297.125000 Penalty: 3105.833008
	Iteration 82Q: 3 clusters Score -1781297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1781314.125000 Penalty: 3105.833008
	Iteration 83Q: 3 clusters Score -1781314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1781331.750000 Penalty: 3105.833008
	Iteration 84Q: 3 clusters Score -1781332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1781347.625000 Penalty: 3105.833008
	Iteration 85Q: 3 clusters Score -1781348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1781363.125000 Penalty: 3105.833008
	Iteration 86Q: 3 clusters Score -1781363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1781374.375000 Penalty: 3105.833008
	Iteration 87Q: 3 clusters Score -1781374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1781392.375000 Penalty: 3105.833008
	Iteration 88Q: 3 clusters Score -1781392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1781405.750000 Penalty: 3105.833008
	Iteration 89Q: 3 clusters Score -1781406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1781425.125000 Penalty: 3105.833008
	Iteration 90Q: 3 clusters Score -1781425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1781445.500000 Penalty: 3105.833008
	Iteration 91Q: 3 clusters Score -1781446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1781460.000000 Penalty: 3105.833008
	Iteration 92Q: 3 clusters Score -1781460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1781477.000000 Penalty: 3105.833008
	Iteration 93Q: 3 clusters Score -1781477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1781484.250000 Penalty: 3105.833008
	Iteration 94Q: 3 clusters Score -1781484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1781497.250000 Penalty: 3105.833008
	Iteration 95Q: 3 clusters Score -1781497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1781503.625000 Penalty: 3105.833008
	Iteration 96Q: 3 clusters Score -1781504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1781514.375000 Penalty: 3105.833008
	Iteration 97Q: 3 clusters Score -1781514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1781525.750000 Penalty: 3105.833008
	Iteration 98Q: 3 clusters Score -1781526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1781532.500000 Penalty: 3105.833008
	Iteration 99Q: 3 clusters Score -1781532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1781538.500000 Penalty: 3105.833008
	Iteration 100F: 3 clusters Score -1781538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1781545.875000 Penalty: 3105.833008
	Iteration 101Q: 3 clusters Score -1781546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1781550.000000 Penalty: 3105.833008
	Iteration 102Q: 3 clusters Score -1781550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1781551.500000 Penalty: 3105.833008
	Iteration 103Q: 3 clusters Score -1781552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1781555.500000 Penalty: 3105.833008
	Iteration 104Q: 3 clusters Score -1781556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1781560.250000 Penalty: 3105.833008
	Iteration 105Q: 3 clusters Score -1781560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1781558.750000 Penalty: 3105.833008
	Iteration 106Q: 3 clusters Score -1781559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1781562.375000 Penalty: 3105.833008
	Iteration 107Q: 3 clusters Score -1781562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1781561.750000 Penalty: 3105.833008
	Iteration 108Q: 3 clusters Score -1781562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1781565.875000 Penalty: 3105.833008
	Iteration 109Q: 3 clusters Score -1781566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1781568.500000 Penalty: 3105.833008
	Iteration 110Q: 3 clusters Score -1781568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1781567.000000 Penalty: 3105.833008
	Iteration 111Q: 3 clusters Score -1781567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1781568.500000 Penalty: 3105.833008
	Iteration 112Q: 3 clusters Score -1781568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1781571.000000 Penalty: 3105.833008
	Iteration 113Q: 3 clusters Score -1781571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1781569.500000 Penalty: 3105.833008
	Iteration 114Q: 3 clusters Score -1781570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1781573.250000 Penalty: 3105.833008
	Iteration 115Q: 3 clusters Score -1781573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1781574.250000 Penalty: 3105.833008
	Iteration 116Q: 3 clusters Score -1781574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1781574.250000 Penalty: 3105.833008
	Iteration 117Q: 3 clusters Score -1781574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1781574.250000 Penalty: 3105.833008
	Iteration 118F: 3 clusters Score -1781574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -720008.500000 Penalty: 1412.611328
	Iteration 0F: 2 clusters Score -720008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -715494.250000 Penalty: 2825.222656
	Iteration 0F: 3 clusters Score -715494.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -716806.437500 Penalty: 2825.222656
	Iteration 1F: 3 clusters Score -716806.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -717088.437500 Penalty: 2825.222656
	Iteration 2F: 3 clusters Score -717088.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -717363.125000 Penalty: 2825.222656
	Iteration 3F: 3 clusters Score -717363.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -717666.562500 Penalty: 2825.222656
	Iteration 4F: 3 clusters Score -717666.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -717989.000000 Penalty: 2825.222656
	Iteration 5F: 3 clusters Score -717989 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -718312.562500 Penalty: 2825.222656
	Iteration 6F: 3 clusters Score -718312.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -718566.375000 Penalty: 2825.222656
	Iteration 7F: 3 clusters Score -718566.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -718725.875000 Penalty: 2825.222656
	Iteration 8Q: 3 clusters Score -718725.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -718820.250000 Penalty: 2825.222656
	Iteration 9Q: 3 clusters Score -718820.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -718893.937500 Penalty: 2825.222656
	Iteration 10Q: 3 clusters Score -718893.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -718942.187500 Penalty: 2825.222656
	Iteration 11Q: 3 clusters Score -718942.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -718965.625000 Penalty: 2825.222656
	Iteration 12Q: 3 clusters Score -718965.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -718979.625000 Penalty: 2825.222656
	Iteration 13Q: 3 clusters Score -718979.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -718987.375000 Penalty: 2825.222656
	Iteration 14Q: 3 clusters Score -718987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -718994.437500 Penalty: 2825.222656
	Iteration 15Q: 3 clusters Score -718994.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -718997.500000 Penalty: 2825.222656
	Iteration 16Q: 3 clusters Score -718997.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -718999.250000 Penalty: 2825.222656
	Iteration 17Q: 3 clusters Score -718999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -719003.312500 Penalty: 2825.222656
	Iteration 18Q: 3 clusters Score -719003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -719006.625000 Penalty: 2825.222656
	Iteration 19Q: 3 clusters Score -719006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -719009.000000 Penalty: 2825.222656
	Iteration 20F: 3 clusters Score -719009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -719011.500000 Penalty: 2825.222656
	Iteration 21Q: 3 clusters Score -719011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -719011.125000 Penalty: 2825.222656
	Iteration 22Q: 3 clusters Score -719011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -719011.500000 Penalty: 2825.222656
	Iteration 23Q: 3 clusters Score -719011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -719012.687500 Penalty: 2825.222656
	Iteration 24Q: 3 clusters Score -719012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -719014.500000 Penalty: 2825.222656
	Iteration 25Q: 3 clusters Score -719014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -719014.125000 Penalty: 2825.222656
	Iteration 26Q: 3 clusters Score -719014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -719014.125000 Penalty: 2825.222656
	Iteration 27F: 3 clusters Score -719014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143549 members 
Entering Unmasked Estep 
Score: -18880150.000000 Penalty: 1929.595093
	Iteration 0F: 2 clusters Score -1.888015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -18846182.000000 Penalty: 3859.190186
	Iteration 0F: 3 clusters Score -1.884618e+07 nChanged 69434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -18887120.000000 Penalty: 3859.190186
	Iteration 1F: 3 clusters Score -1.888712e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -18888112.000000 Penalty: 3859.190186
	Iteration 2Q: 3 clusters Score -1.888811e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -18889818.000000 Penalty: 3859.190186
	Iteration 3Q: 3 clusters Score -1.888982e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -18892846.000000 Penalty: 3859.190186
	Iteration 4F: 3 clusters Score -1.889285e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -18897766.000000 Penalty: 3859.190186
	Iteration 5F: 3 clusters Score -1.889777e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -18904408.000000 Penalty: 3859.190186
	Iteration 6F: 3 clusters Score -1.890441e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -18911350.000000 Penalty: 3859.190186
	Iteration 7F: 3 clusters Score -1.891135e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -18915832.000000 Penalty: 3859.190186
	Iteration 8F: 3 clusters Score -1.891583e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -18917258.000000 Penalty: 3859.190186
	Iteration 9Q: 3 clusters Score -1.891726e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -18917096.000000 Penalty: 3859.190186
	Iteration 10Q: 3 clusters Score -1.89171e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -18916584.000000 Penalty: 3859.190186
	Iteration 11Q: 3 clusters Score -1.891658e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -18916188.000000 Penalty: 3859.190186
	Iteration 12Q: 3 clusters Score -1.891619e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -18916020.000000 Penalty: 3859.190186
	Iteration 13Q: 3 clusters Score -1.891602e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -18915640.000000 Penalty: 3859.190186
	Iteration 14Q: 3 clusters Score -1.891564e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -18915710.000000 Penalty: 3859.190186
	Iteration 15Q: 3 clusters Score -1.891571e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -18915812.000000 Penalty: 3859.190186
	Iteration 16Q: 3 clusters Score -1.891581e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -18916112.000000 Penalty: 3859.190186
	Iteration 17Q: 3 clusters Score -1.891611e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -18916688.000000 Penalty: 3859.190186
	Iteration 18Q: 3 clusters Score -1.891669e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -18917104.000000 Penalty: 3859.190186
	Iteration 19Q: 3 clusters Score -1.89171e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -18917352.000000 Penalty: 3859.190186
	Iteration 20F: 3 clusters Score -1.891735e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -18917676.000000 Penalty: 3859.190186
	Iteration 21Q: 3 clusters Score -1.891768e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -18918070.000000 Penalty: 3859.190186
	Iteration 22Q: 3 clusters Score -1.891807e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -18918080.000000 Penalty: 3859.190186
	Iteration 23Q: 3 clusters Score -1.891808e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -18917822.000000 Penalty: 3859.190186
	Iteration 24Q: 3 clusters Score -1.891782e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -18917510.000000 Penalty: 3859.190186
	Iteration 25Q: 3 clusters Score -1.891751e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -18917190.000000 Penalty: 3859.190186
	Iteration 26Q: 3 clusters Score -1.891719e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -18917180.000000 Penalty: 3859.190186
	Iteration 27Q: 3 clusters Score -1.891718e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -18917580.000000 Penalty: 3859.190186
	Iteration 28Q: 3 clusters Score -1.891758e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -18917930.000000 Penalty: 3859.190186
	Iteration 29Q: 3 clusters Score -1.891793e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -18918432.000000 Penalty: 3859.190186
	Iteration 30Q: 3 clusters Score -1.891843e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -18919022.000000 Penalty: 3859.190186
	Iteration 31Q: 3 clusters Score -1.891902e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -18919582.000000 Penalty: 3859.190186
	Iteration 32Q: 3 clusters Score -1.891958e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -18920156.000000 Penalty: 3859.190186
	Iteration 33Q: 3 clusters Score -1.892016e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -18920612.000000 Penalty: 3859.190186
	Iteration 34Q: 3 clusters Score -1.892061e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -18920870.000000 Penalty: 3859.190186
	Iteration 35Q: 3 clusters Score -1.892087e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -18921040.000000 Penalty: 3859.190186
	Iteration 36Q: 3 clusters Score -1.892104e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -18921196.000000 Penalty: 3859.190186
	Iteration 37Q: 3 clusters Score -1.89212e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -18921240.000000 Penalty: 3859.190186
	Iteration 38Q: 3 clusters Score -1.892124e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -18921190.000000 Penalty: 3859.190186
	Iteration 39Q: 3 clusters Score -1.892119e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -18921176.000000 Penalty: 3859.190186
	Iteration 40F: 3 clusters Score -1.892118e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -18921140.000000 Penalty: 3859.190186
	Iteration 41Q: 3 clusters Score -1.892114e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -18921212.000000 Penalty: 3859.190186
	Iteration 42Q: 3 clusters Score -1.892121e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -18921228.000000 Penalty: 3859.190186
	Iteration 43Q: 3 clusters Score -1.892123e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -18921250.000000 Penalty: 3859.190186
	Iteration 44Q: 3 clusters Score -1.892125e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -18921218.000000 Penalty: 3859.190186
	Iteration 45Q: 3 clusters Score -1.892122e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -18921216.000000 Penalty: 3859.190186
	Iteration 46Q: 3 clusters Score -1.892122e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -18921212.000000 Penalty: 3859.190186
	Iteration 47Q: 3 clusters Score -1.892121e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -18921170.000000 Penalty: 3859.190186
	Iteration 48Q: 3 clusters Score -1.892117e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -18921144.000000 Penalty: 3859.190186
	Iteration 49Q: 3 clusters Score -1.892114e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -18921200.000000 Penalty: 3859.190186
	Iteration 50Q: 3 clusters Score -1.89212e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -18921230.000000 Penalty: 3859.190186
	Iteration 51Q: 3 clusters Score -1.892123e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -18921246.000000 Penalty: 3859.190186
	Iteration 52Q: 3 clusters Score -1.892125e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -18921294.000000 Penalty: 3859.190186
	Iteration 53Q: 3 clusters Score -1.892129e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -18921306.000000 Penalty: 3859.190186
	Iteration 54Q: 3 clusters Score -1.892131e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -18921374.000000 Penalty: 3859.190186
	Iteration 55Q: 3 clusters Score -1.892137e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -18921442.000000 Penalty: 3859.190186
	Iteration 56Q: 3 clusters Score -1.892144e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -18921454.000000 Penalty: 3859.190186
	Iteration 57Q: 3 clusters Score -1.892145e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -18921366.000000 Penalty: 3859.190186
	Iteration 58Q: 3 clusters Score -1.892137e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -18921322.000000 Penalty: 3859.190186
	Iteration 59Q: 3 clusters Score -1.892132e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -18921324.000000 Penalty: 3859.190186
	Iteration 60F: 3 clusters Score -1.892132e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -18921400.000000 Penalty: 3859.190186
	Iteration 61Q: 3 clusters Score -1.89214e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -18921426.000000 Penalty: 3859.190186
	Iteration 62Q: 3 clusters Score -1.892143e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -18921430.000000 Penalty: 3859.190186
	Iteration 63Q: 3 clusters Score -1.892143e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -18921384.000000 Penalty: 3859.190186
	Iteration 64Q: 3 clusters Score -1.892138e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -18921370.000000 Penalty: 3859.190186
	Iteration 65Q: 3 clusters Score -1.892137e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -18921348.000000 Penalty: 3859.190186
	Iteration 66Q: 3 clusters Score -1.892135e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -18921296.000000 Penalty: 3859.190186
	Iteration 67Q: 3 clusters Score -1.89213e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -18921246.000000 Penalty: 3859.190186
	Iteration 68Q: 3 clusters Score -1.892125e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -18921294.000000 Penalty: 3859.190186
	Iteration 69Q: 3 clusters Score -1.892129e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -18921284.000000 Penalty: 3859.190186
	Iteration 70Q: 3 clusters Score -1.892128e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -18921224.000000 Penalty: 3859.190186
	Iteration 71Q: 3 clusters Score -1.892122e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -18921208.000000 Penalty: 3859.190186
	Iteration 72Q: 3 clusters Score -1.892121e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -18921190.000000 Penalty: 3859.190186
	Iteration 73Q: 3 clusters Score -1.892119e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -18921164.000000 Penalty: 3859.190186
	Iteration 74Q: 3 clusters Score -1.892116e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -18921124.000000 Penalty: 3859.190186
	Iteration 75Q: 3 clusters Score -1.892112e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -18921098.000000 Penalty: 3859.190186
	Iteration 76Q: 3 clusters Score -1.89211e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -18921014.000000 Penalty: 3859.190186
	Iteration 77Q: 3 clusters Score -1.892101e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -18921000.000000 Penalty: 3859.190186
	Iteration 78Q: 3 clusters Score -1.8921e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -18920976.000000 Penalty: 3859.190186
	Iteration 79Q: 3 clusters Score -1.892098e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -18921034.000000 Penalty: 3859.190186
	Iteration 80F: 3 clusters Score -1.892103e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -18920978.000000 Penalty: 3859.190186
	Iteration 81Q: 3 clusters Score -1.892098e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -18920996.000000 Penalty: 3859.190186
	Iteration 82Q: 3 clusters Score -1.8921e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -18920988.000000 Penalty: 3859.190186
	Iteration 83Q: 3 clusters Score -1.892099e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -18920978.000000 Penalty: 3859.190186
	Iteration 84Q: 3 clusters Score -1.892098e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -18920974.000000 Penalty: 3859.190186
	Iteration 85Q: 3 clusters Score -1.892097e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -18920952.000000 Penalty: 3859.190186
	Iteration 86Q: 3 clusters Score -1.892095e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -18920938.000000 Penalty: 3859.190186
	Iteration 87Q: 3 clusters Score -1.892094e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -18920914.000000 Penalty: 3859.190186
	Iteration 88Q: 3 clusters Score -1.892091e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -18920938.000000 Penalty: 3859.190186
	Iteration 89Q: 3 clusters Score -1.892094e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -18920904.000000 Penalty: 3859.190186
	Iteration 90Q: 3 clusters Score -1.89209e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -18920970.000000 Penalty: 3859.190186
	Iteration 91Q: 3 clusters Score -1.892097e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -18920930.000000 Penalty: 3859.190186
	Iteration 92Q: 3 clusters Score -1.892093e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -18920946.000000 Penalty: 3859.190186
	Iteration 93Q: 3 clusters Score -1.892095e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -18920950.000000 Penalty: 3859.190186
	Iteration 94Q: 3 clusters Score -1.892095e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -18920920.000000 Penalty: 3859.190186
	Iteration 95Q: 3 clusters Score -1.892092e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -18920882.000000 Penalty: 3859.190186
	Iteration 96Q: 3 clusters Score -1.892088e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -18920874.000000 Penalty: 3859.190186
	Iteration 97Q: 3 clusters Score -1.892087e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -18920890.000000 Penalty: 3859.190186
	Iteration 98Q: 3 clusters Score -1.892089e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -18920962.000000 Penalty: 3859.190186
	Iteration 99Q: 3 clusters Score -1.892096e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -18920848.000000 Penalty: 3859.190186
	Iteration 100F: 3 clusters Score -1.892085e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.892083e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.892082e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.892086e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.892089e+07 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.892093e+07 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.8921e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.892104e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.892107e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.892113e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.892114e+07 nChanged 542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -18921132.000000 Penalty: 3859.190186
	Iteration 111Q: 3 clusters Score -1.892113e+07 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.892118e+07 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.892117e+07 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.892114e+07 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -18921142.000000 Penalty: 3859.190186
	Iteration 115Q: 3 clusters Score -1.892114e+07 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.892116e+07 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.892117e+07 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.892118e+07 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.892115e+07 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.892121e+07 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.892122e+07 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.892118e+07 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.892122e+07 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.892125e+07 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.892128e+07 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.892129e+07 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.892125e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.892126e+07 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.892133e+07 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.892133e+07 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.892129e+07 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.892127e+07 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.892125e+07 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.892121e+07 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.892122e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.892123e+07 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.892125e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.892125e+07 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.892124e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -18921218.000000 Penalty: 3859.190186
	Iteration 140F: 3 clusters Score -1.892122e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -18921174.000000 Penalty: 3859.190186
	Iteration 141Q: 3 clusters Score -1.892117e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -18921168.000000 Penalty: 3859.190186
	Iteration 142Q: 3 clusters Score -1.892117e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.892115e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.892111e+07 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -18921110.000000 Penalty: 3859.190186
	Iteration 145Q: 3 clusters Score -1.892111e+07 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.892109e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.892108e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.892109e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.892107e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.892103e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.892105e+07 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.892102e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.892101e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.892101e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.892097e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.892097e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.8921e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.892102e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.892103e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -18921052.000000 Penalty: 3859.190186
	Iteration 160F: 3 clusters Score -1.892105e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.892103e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.892103e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.892104e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.892104e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.892107e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.892103e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.892105e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.892102e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.892102e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.892104e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.892104e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.892104e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.892102e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.892101e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.892101e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -18921026.000000 Penalty: 3859.190186
	Iteration 176Q: 3 clusters Score -1.892103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.892104e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.892106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -18921064.000000 Penalty: 3859.190186
	Iteration 179Q: 3 clusters Score -1.892106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -18921052.000000 Penalty: 3859.190186
	Iteration 180F: 3 clusters Score -1.892105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -18921032.000000 Penalty: 3859.190186
	Iteration 181Q: 3 clusters Score -1.892103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.8921e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -18921022.000000 Penalty: 3859.190186
	Iteration 183Q: 3 clusters Score -1.892102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -18921026.000000 Penalty: 3859.190186
	Iteration 184Q: 3 clusters Score -1.892103e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -18921000.000000 Penalty: 3859.190186
	Iteration 185Q: 3 clusters Score -1.8921e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -18920992.000000 Penalty: 3859.190186
	Iteration 186Q: 3 clusters Score -1.892099e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -18921028.000000 Penalty: 3859.190186
	Iteration 187Q: 3 clusters Score -1.892103e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -18920974.000000 Penalty: 3859.190186
	Iteration 188Q: 3 clusters Score -1.892097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -18920942.000000 Penalty: 3859.190186
	Iteration 189Q: 3 clusters Score -1.892094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -18920932.000000 Penalty: 3859.190186
	Iteration 190Q: 3 clusters Score -1.892093e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -18920948.000000 Penalty: 3859.190186
	Iteration 191Q: 3 clusters Score -1.892095e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -18920950.000000 Penalty: 3859.190186
	Iteration 192Q: 3 clusters Score -1.892095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -18920926.000000 Penalty: 3859.190186
	Iteration 193Q: 3 clusters Score -1.892093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -18920926.000000 Penalty: 3859.190186
	Iteration 194Q: 3 clusters Score -1.892093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -18920916.000000 Penalty: 3859.190186
	Iteration 195Q: 3 clusters Score -1.892092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -18920904.000000 Penalty: 3859.190186
	Iteration 196Q: 3 clusters Score -1.89209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -18920920.000000 Penalty: 3859.190186
	Iteration 197Q: 3 clusters Score -1.892092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -18920906.000000 Penalty: 3859.190186
	Iteration 198Q: 3 clusters Score -1.892091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -18920914.000000 Penalty: 3859.190186
	Iteration 199Q: 3 clusters Score -1.892091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -18920922.000000 Penalty: 3859.190186
	Iteration 200F: 3 clusters Score -1.892092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -18920922.000000 Penalty: 3859.190186
	Iteration 201Q: 3 clusters Score -1.892092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -18920908.000000 Penalty: 3859.190186
	Iteration 202Q: 3 clusters Score -1.892091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -18920902.000000 Penalty: 3859.190186
	Iteration 203Q: 3 clusters Score -1.89209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -18920910.000000 Penalty: 3859.190186
	Iteration 204Q: 3 clusters Score -1.892091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -18920912.000000 Penalty: 3859.190186
	Iteration 205Q: 3 clusters Score -1.892091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -18920924.000000 Penalty: 3859.190186
	Iteration 206Q: 3 clusters Score -1.892092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -18920918.000000 Penalty: 3859.190186
	Iteration 207Q: 3 clusters Score -1.892092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -18920922.000000 Penalty: 3859.190186
	Iteration 208Q: 3 clusters Score -1.892092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -18920932.000000 Penalty: 3859.190186
	Iteration 209Q: 3 clusters Score -1.892093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -18920936.000000 Penalty: 3859.190186
	Iteration 210Q: 3 clusters Score -1.892094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -18920938.000000 Penalty: 3859.190186
	Iteration 211Q: 3 clusters Score -1.892094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -18920938.000000 Penalty: 3859.190186
	Iteration 212Q: 3 clusters Score -1.892094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -18920942.000000 Penalty: 3859.190186
	Iteration 213Q: 3 clusters Score -1.892094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -18920938.000000 Penalty: 3859.190186
	Iteration 214Q: 3 clusters Score -1.892094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -18920940.000000 Penalty: 3859.190186
	Iteration 215Q: 3 clusters Score -1.892094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -18920940.000000 Penalty: 3859.190186
	Iteration 216F: 3 clusters Score -1.892094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 107137 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 65343 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 18713 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 78206 members 
Entering Unmasked Estep 
Score: -127604488.000000 Penalty: 65108.277344
Splitting cluster 17 changes total score from -127528056.000000 to -127604488.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (64563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Entering Unmasked Estep 
Score: -8518295.000000 Penalty: 1799.751953
	Iteration 0F: 2 clusters Score -8518295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -8476806.000000 Penalty: 3599.503906
	Iteration 0F: 3 clusters Score -8476806 nChanged 30558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -8494461.000000 Penalty: 3599.503906
	Iteration 1F: 3 clusters Score -8494461 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -8495275.000000 Penalty: 3599.503906
	Iteration 2Q: 3 clusters Score -8495275 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -8496350.000000 Penalty: 3599.503906
	Iteration 3Q: 3 clusters Score -8496350 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -8498020.000000 Penalty: 3599.503906
	Iteration 4F: 3 clusters Score -8498020 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -8501085.000000 Penalty: 3599.503906
	Iteration 5F: 3 clusters Score -8501085 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8505464.000000 Penalty: 3599.503906
	Iteration 6F: 3 clusters Score -8505464 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -8510079.000000 Penalty: 3599.503906
	Iteration 7F: 3 clusters Score -8510079 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -8513575.000000 Penalty: 3599.503906
	Iteration 8F: 3 clusters Score -8513575 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -8515441.000000 Penalty: 3599.503906
	Iteration 9Q: 3 clusters Score -8515441 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -8516391.000000 Penalty: 3599.503906
	Iteration 10Q: 3 clusters Score -8516391 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -8517033.000000 Penalty: 3599.503906
	Iteration 11Q: 3 clusters Score -8517033 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -8517577.000000 Penalty: 3599.503906
	Iteration 12Q: 3 clusters Score -8517577 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -8517930.000000 Penalty: 3599.503906
	Iteration 13Q: 3 clusters Score -8517930 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -8518137.000000 Penalty: 3599.503906
	Iteration 14Q: 3 clusters Score -8518137 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -8518250.000000 Penalty: 3599.503906
	Iteration 15Q: 3 clusters Score -8518250 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -8518341.000000 Penalty: 3599.503906
	Iteration 16Q: 3 clusters Score -8518341 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -8518460.000000 Penalty: 3599.503906
	Iteration 17Q: 3 clusters Score -8518460 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -8518511.000000 Penalty: 3599.503906
	Iteration 18Q: 3 clusters Score -8518511 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -8518582.000000 Penalty: 3599.503906
	Iteration 19Q: 3 clusters Score -8518582 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -8518567.000000 Penalty: 3599.503906
	Iteration 20F: 3 clusters Score -8518567 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -8518577.000000 Penalty: 3599.503906
	Iteration 21Q: 3 clusters Score -8518577 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -8518571.000000 Penalty: 3599.503906
	Iteration 22Q: 3 clusters Score -8518571 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -8518493.000000 Penalty: 3599.503906
	Iteration 23Q: 3 clusters Score -8518493 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -8518411.000000 Penalty: 3599.503906
	Iteration 24Q: 3 clusters Score -8518411 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -8518381.000000 Penalty: 3599.503906
	Iteration 25Q: 3 clusters Score -8518381 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8518308.000000 Penalty: 3599.503906
	Iteration 26Q: 3 clusters Score -8518308 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -8518240.000000 Penalty: 3599.503906
	Iteration 27Q: 3 clusters Score -8518240 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -8518165.000000 Penalty: 3599.503906
	Iteration 28Q: 3 clusters Score -8518165 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -8518129.000000 Penalty: 3599.503906
	Iteration 29Q: 3 clusters Score -8518129 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -8518078.000000 Penalty: 3599.503906
	Iteration 30Q: 3 clusters Score -8518078 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -8518024.000000 Penalty: 3599.503906
	Iteration 31Q: 3 clusters Score -8518024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8518008.000000 Penalty: 3599.503906
	Iteration 32Q: 3 clusters Score -8518008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -8517999.000000 Penalty: 3599.503906
	Iteration 33Q: 3 clusters Score -8517999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -8517983.000000 Penalty: 3599.503906
	Iteration 34Q: 3 clusters Score -8517983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8517941.000000 Penalty: 3599.503906
	Iteration 35Q: 3 clusters Score -8517941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8517926.000000 Penalty: 3599.503906
	Iteration 36Q: 3 clusters Score -8517926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8517917.000000 Penalty: 3599.503906
	Iteration 37Q: 3 clusters Score -8517917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -8517905.000000 Penalty: 3599.503906
	Iteration 38Q: 3 clusters Score -8517905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -8517906.000000 Penalty: 3599.503906
	Iteration 39Q: 3 clusters Score -8517906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -8517898.000000 Penalty: 3599.503906
	Iteration 40F: 3 clusters Score -8517898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -8517884.000000 Penalty: 3599.503906
	Iteration 41Q: 3 clusters Score -8517884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8517885.000000 Penalty: 3599.503906
	Iteration 42Q: 3 clusters Score -8517885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -8517874.000000 Penalty: 3599.503906
	Iteration 43Q: 3 clusters Score -8517874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8517878.000000 Penalty: 3599.503906
	Iteration 44Q: 3 clusters Score -8517878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -8517876.000000 Penalty: 3599.503906
	Iteration 45Q: 3 clusters Score -8517876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -8517870.000000 Penalty: 3599.503906
	Iteration 46Q: 3 clusters Score -8517870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -8517866.000000 Penalty: 3599.503906
	Iteration 47Q: 3 clusters Score -8517866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -8517861.000000 Penalty: 3599.503906
	Iteration 48Q: 3 clusters Score -8517861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -8517855.000000 Penalty: 3599.503906
	Iteration 49Q: 3 clusters Score -8517855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -8517845.000000 Penalty: 3599.503906
	Iteration 50Q: 3 clusters Score -8517845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -8517844.000000 Penalty: 3599.503906
	Iteration 51Q: 3 clusters Score -8517844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -8517842.000000 Penalty: 3599.503906
	Iteration 52Q: 3 clusters Score -8517842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -8517839.000000 Penalty: 3599.503906
	Iteration 53Q: 3 clusters Score -8517839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -8517826.000000 Penalty: 3599.503906
	Iteration 54Q: 3 clusters Score -8517826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -8517819.000000 Penalty: 3599.503906
	Iteration 55Q: 3 clusters Score -8517819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -8517818.000000 Penalty: 3599.503906
	Iteration 56Q: 3 clusters Score -8517818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -8517808.000000 Penalty: 3599.503906
	Iteration 57Q: 3 clusters Score -8517808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -8517796.000000 Penalty: 3599.503906
	Iteration 58Q: 3 clusters Score -8517796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -8517795.000000 Penalty: 3599.503906
	Iteration 59Q: 3 clusters Score -8517795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -8517799.000000 Penalty: 3599.503906
	Iteration 60F: 3 clusters Score -8517799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -8517792.000000 Penalty: 3599.503906
	Iteration 61Q: 3 clusters Score -8517792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -8517801.000000 Penalty: 3599.503906
	Iteration 62Q: 3 clusters Score -8517801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -8517794.000000 Penalty: 3599.503906
	Iteration 63Q: 3 clusters Score -8517794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -8517794.000000 Penalty: 3599.503906
	Iteration 64F: 3 clusters Score -8517794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Entering Unmasked Estep 
Score: -1473360.000000 Penalty: 1529.644897
	Iteration 0F: 2 clusters Score -1473360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1464711.750000 Penalty: 3059.289795
	Iteration 0F: 3 clusters Score -1464712 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1467861.750000 Penalty: 3059.289795
	Iteration 1F: 3 clusters Score -1467862 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1468464.750000 Penalty: 3059.289795
	Iteration 2F: 3 clusters Score -1468465 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1469167.125000 Penalty: 3059.289795
	Iteration 3F: 3 clusters Score -1469167 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1470054.000000 Penalty: 3059.289795
	Iteration 4F: 3 clusters Score -1470054 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1471208.500000 Penalty: 3059.289795
	Iteration 5F: 3 clusters Score -1471208 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1472288.250000 Penalty: 3059.289795
	Iteration 6F: 3 clusters Score -1472288 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1473052.375000 Penalty: 3059.289795
	Iteration 7F: 3 clusters Score -1473052 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1473544.750000 Penalty: 3059.289795
	Iteration 8Q: 3 clusters Score -1473545 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1473845.750000 Penalty: 3059.289795
	Iteration 9Q: 3 clusters Score -1473846 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1474034.000000 Penalty: 3059.289795
	Iteration 10Q: 3 clusters Score -1474034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1474158.250000 Penalty: 3059.289795
	Iteration 11Q: 3 clusters Score -1474158 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1474233.250000 Penalty: 3059.289795
	Iteration 12Q: 3 clusters Score -1474233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1474271.000000 Penalty: 3059.289795
	Iteration 13Q: 3 clusters Score -1474271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1474292.500000 Penalty: 3059.289795
	Iteration 14Q: 3 clusters Score -1474292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1474318.000000 Penalty: 3059.289795
	Iteration 15Q: 3 clusters Score -1474318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1474335.500000 Penalty: 3059.289795
	Iteration 16Q: 3 clusters Score -1474336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1474343.125000 Penalty: 3059.289795
	Iteration 17Q: 3 clusters Score -1474343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1474350.000000 Penalty: 3059.289795
	Iteration 18Q: 3 clusters Score -1474350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1474350.250000 Penalty: 3059.289795
	Iteration 19Q: 3 clusters Score -1474350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1474356.375000 Penalty: 3059.289795
	Iteration 20F: 3 clusters Score -1474356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1474358.000000 Penalty: 3059.289795
	Iteration 21Q: 3 clusters Score -1474358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1474359.375000 Penalty: 3059.289795
	Iteration 22Q: 3 clusters Score -1474359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1474360.125000 Penalty: 3059.289795
	Iteration 23Q: 3 clusters Score -1474360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1474365.000000 Penalty: 3059.289795
	Iteration 24Q: 3 clusters Score -1474365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1474370.000000 Penalty: 3059.289795
	Iteration 25Q: 3 clusters Score -1474370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1474371.625000 Penalty: 3059.289795
	Iteration 26Q: 3 clusters Score -1474372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1474374.625000 Penalty: 3059.289795
	Iteration 27Q: 3 clusters Score -1474375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1474375.875000 Penalty: 3059.289795
	Iteration 28Q: 3 clusters Score -1474376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1474375.125000 Penalty: 3059.289795
	Iteration 29Q: 3 clusters Score -1474375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1474368.875000 Penalty: 3059.289795
	Iteration 30Q: 3 clusters Score -1474369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1474376.625000 Penalty: 3059.289795
	Iteration 31Q: 3 clusters Score -1474377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1474379.625000 Penalty: 3059.289795
	Iteration 32Q: 3 clusters Score -1474380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1474379.375000 Penalty: 3059.289795
	Iteration 33Q: 3 clusters Score -1474379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1474380.500000 Penalty: 3059.289795
	Iteration 34Q: 3 clusters Score -1474380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1474380.250000 Penalty: 3059.289795
	Iteration 35Q: 3 clusters Score -1474380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1474379.250000 Penalty: 3059.289795
	Iteration 36Q: 3 clusters Score -1474379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1474379.750000 Penalty: 3059.289795
	Iteration 37Q: 3 clusters Score -1474380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1474379.750000 Penalty: 3059.289795
	Iteration 38Q: 3 clusters Score -1474380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1474380.750000 Penalty: 3059.289795
	Iteration 39Q: 3 clusters Score -1474381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1474381.750000 Penalty: 3059.289795
	Iteration 40F: 3 clusters Score -1474382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1474384.750000 Penalty: 3059.289795
	Iteration 41Q: 3 clusters Score -1474385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1474383.875000 Penalty: 3059.289795
	Iteration 42Q: 3 clusters Score -1474384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1474383.375000 Penalty: 3059.289795
	Iteration 43Q: 3 clusters Score -1474383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1474383.750000 Penalty: 3059.289795
	Iteration 44Q: 3 clusters Score -1474384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1474386.250000 Penalty: 3059.289795
	Iteration 45Q: 3 clusters Score -1474386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1474389.125000 Penalty: 3059.289795
	Iteration 46Q: 3 clusters Score -1474389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1474388.500000 Penalty: 3059.289795
	Iteration 47Q: 3 clusters Score -1474388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1474387.875000 Penalty: 3059.289795
	Iteration 48Q: 3 clusters Score -1474388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1474389.500000 Penalty: 3059.289795
	Iteration 49Q: 3 clusters Score -1474390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1474390.500000 Penalty: 3059.289795
	Iteration 50Q: 3 clusters Score -1474390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1474387.625000 Penalty: 3059.289795
	Iteration 51Q: 3 clusters Score -1474388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1474388.000000 Penalty: 3059.289795
	Iteration 52Q: 3 clusters Score -1474388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1474391.250000 Penalty: 3059.289795
	Iteration 53Q: 3 clusters Score -1474391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1474393.125000 Penalty: 3059.289795
	Iteration 54Q: 3 clusters Score -1474393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1474396.250000 Penalty: 3059.289795
	Iteration 55Q: 3 clusters Score -1474396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1474399.125000 Penalty: 3059.289795
	Iteration 56Q: 3 clusters Score -1474399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1474401.500000 Penalty: 3059.289795
	Iteration 57Q: 3 clusters Score -1474402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1474399.875000 Penalty: 3059.289795
	Iteration 58Q: 3 clusters Score -1474400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1474403.250000 Penalty: 3059.289795
	Iteration 59Q: 3 clusters Score -1474403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1474407.625000 Penalty: 3059.289795
	Iteration 60F: 3 clusters Score -1474408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1474411.750000 Penalty: 3059.289795
	Iteration 61Q: 3 clusters Score -1474412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1474418.625000 Penalty: 3059.289795
	Iteration 62Q: 3 clusters Score -1474419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1474417.625000 Penalty: 3059.289795
	Iteration 63Q: 3 clusters Score -1474418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1474419.375000 Penalty: 3059.289795
	Iteration 64Q: 3 clusters Score -1474419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1474424.750000 Penalty: 3059.289795
	Iteration 65Q: 3 clusters Score -1474425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1474427.625000 Penalty: 3059.289795
	Iteration 66Q: 3 clusters Score -1474428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1474430.500000 Penalty: 3059.289795
	Iteration 67Q: 3 clusters Score -1474430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1474436.250000 Penalty: 3059.289795
	Iteration 68Q: 3 clusters Score -1474436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1474449.000000 Penalty: 3059.289795
	Iteration 69Q: 3 clusters Score -1474449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1474457.125000 Penalty: 3059.289795
	Iteration 70Q: 3 clusters Score -1474457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1474468.250000 Penalty: 3059.289795
	Iteration 71Q: 3 clusters Score -1474468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1474481.250000 Penalty: 3059.289795
	Iteration 72Q: 3 clusters Score -1474481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1474501.500000 Penalty: 3059.289795
	Iteration 73Q: 3 clusters Score -1474502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1474509.250000 Penalty: 3059.289795
	Iteration 74Q: 3 clusters Score -1474509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1474525.000000 Penalty: 3059.289795
	Iteration 75Q: 3 clusters Score -1474525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1474553.250000 Penalty: 3059.289795
	Iteration 76Q: 3 clusters Score -1474553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1474573.250000 Penalty: 3059.289795
	Iteration 77Q: 3 clusters Score -1474573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1474591.375000 Penalty: 3059.289795
	Iteration 78Q: 3 clusters Score -1474591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1474600.500000 Penalty: 3059.289795
	Iteration 79Q: 3 clusters Score -1474600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1474608.625000 Penalty: 3059.289795
	Iteration 80F: 3 clusters Score -1474609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1474615.375000 Penalty: 3059.289795
	Iteration 81Q: 3 clusters Score -1474615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1474627.125000 Penalty: 3059.289795
	Iteration 82Q: 3 clusters Score -1474627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1474627.875000 Penalty: 3059.289795
	Iteration 83Q: 3 clusters Score -1474628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1474633.750000 Penalty: 3059.289795
	Iteration 84Q: 3 clusters Score -1474634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1474633.250000 Penalty: 3059.289795
	Iteration 85Q: 3 clusters Score -1474633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1474640.250000 Penalty: 3059.289795
	Iteration 86Q: 3 clusters Score -1474640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1474642.250000 Penalty: 3059.289795
	Iteration 87Q: 3 clusters Score -1474642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1474644.125000 Penalty: 3059.289795
	Iteration 88Q: 3 clusters Score -1474644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1474646.375000 Penalty: 3059.289795
	Iteration 89Q: 3 clusters Score -1474646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1474647.625000 Penalty: 3059.289795
	Iteration 90Q: 3 clusters Score -1474648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1474654.125000 Penalty: 3059.289795
	Iteration 91Q: 3 clusters Score -1474654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1474656.500000 Penalty: 3059.289795
	Iteration 92Q: 3 clusters Score -1474656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1474656.250000 Penalty: 3059.289795
	Iteration 93Q: 3 clusters Score -1474656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1474661.375000 Penalty: 3059.289795
	Iteration 94Q: 3 clusters Score -1474661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1474662.250000 Penalty: 3059.289795
	Iteration 95Q: 3 clusters Score -1474662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1474659.500000 Penalty: 3059.289795
	Iteration 96Q: 3 clusters Score -1474660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1474663.500000 Penalty: 3059.289795
	Iteration 97Q: 3 clusters Score -1474664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1474666.500000 Penalty: 3059.289795
	Iteration 98Q: 3 clusters Score -1474666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1474666.000000 Penalty: 3059.289795
	Iteration 99Q: 3 clusters Score -1474666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1474666.000000 Penalty: 3059.289795
	Iteration 100F: 3 clusters Score -1474666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 107137 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 65343 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 118626 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 18713 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 78206 members 
Mstep: Class 30 contains 8217 members 
Entering Unmasked Estep 
Score: -127604464.000000 Penalty: 67353.390625
Splitting cluster 19 changes total score from -127528056.000000 to -127604464.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -150714.046875 Penalty: 1174.966553
	Iteration 0F: 2 clusters Score -150714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -149040.796875 Penalty: 2349.933105
	Iteration 0F: 3 clusters Score -149040.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -149564.812500 Penalty: 2349.933105
	Iteration 1F: 3 clusters Score -149564.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149860.234375 Penalty: 2349.933105
	Iteration 2F: 3 clusters Score -149860.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -150117.765625 Penalty: 2349.933105
	Iteration 3F: 3 clusters Score -150117.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -150309.812500 Penalty: 2349.933105
	Iteration 4F: 3 clusters Score -150309.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150420.078125 Penalty: 2349.933105
	Iteration 5Q: 3 clusters Score -150420.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150490.968750 Penalty: 2349.933105
	Iteration 6Q: 3 clusters Score -150491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -150527.984375 Penalty: 2349.933105
	Iteration 7Q: 3 clusters Score -150528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -150539.765625 Penalty: 2349.933105
	Iteration 8Q: 3 clusters Score -150539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -150546.343750 Penalty: 2349.933105
	Iteration 9Q: 3 clusters Score -150546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -150547.625000 Penalty: 2349.933105
	Iteration 10Q: 3 clusters Score -150547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -150548.281250 Penalty: 2349.933105
	Iteration 11Q: 3 clusters Score -150548.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -150548.281250 Penalty: 2349.933105
	Iteration 12F: 3 clusters Score -150548.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1235943.750000 Penalty: 1492.332764
	Iteration 0F: 2 clusters Score -1235944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1229050.250000 Penalty: 2984.665527
	Iteration 0F: 3 clusters Score -1229050 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1231560.500000 Penalty: 2984.665527
	Iteration 1F: 3 clusters Score -1231560 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1232090.000000 Penalty: 2984.665527
	Iteration 2F: 3 clusters Score -1232090 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1232539.375000 Penalty: 2984.665527
	Iteration 3F: 3 clusters Score -1232539 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1232952.875000 Penalty: 2984.665527
	Iteration 4F: 3 clusters Score -1232953 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1233347.500000 Penalty: 2984.665527
	Iteration 5F: 3 clusters Score -1233348 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1233675.750000 Penalty: 2984.665527
	Iteration 6F: 3 clusters Score -1233676 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1233952.250000 Penalty: 2984.665527
	Iteration 7Q: 3 clusters Score -1233952 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1234210.250000 Penalty: 2984.665527
	Iteration 8Q: 3 clusters Score -1234210 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1234432.250000 Penalty: 2984.665527
	Iteration 9Q: 3 clusters Score -1234432 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1234637.125000 Penalty: 2984.665527
	Iteration 10Q: 3 clusters Score -1234637 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1234785.625000 Penalty: 2984.665527
	Iteration 11Q: 3 clusters Score -1234786 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1234930.250000 Penalty: 2984.665527
	Iteration 12Q: 3 clusters Score -1234930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1235052.250000 Penalty: 2984.665527
	Iteration 13Q: 3 clusters Score -1235052 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1235158.125000 Penalty: 2984.665527
	Iteration 14Q: 3 clusters Score -1235158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1235239.500000 Penalty: 2984.665527
	Iteration 15Q: 3 clusters Score -1235240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1235306.375000 Penalty: 2984.665527
	Iteration 16Q: 3 clusters Score -1235306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1235364.875000 Penalty: 2984.665527
	Iteration 17Q: 3 clusters Score -1235365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1235421.875000 Penalty: 2984.665527
	Iteration 18Q: 3 clusters Score -1235422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1235482.750000 Penalty: 2984.665527
	Iteration 19Q: 3 clusters Score -1235483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1235542.250000 Penalty: 2984.665527
	Iteration 20F: 3 clusters Score -1235542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1235591.250000 Penalty: 2984.665527
	Iteration 21Q: 3 clusters Score -1235591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1235628.375000 Penalty: 2984.665527
	Iteration 22Q: 3 clusters Score -1235628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1235672.875000 Penalty: 2984.665527
	Iteration 23Q: 3 clusters Score -1235673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1235714.000000 Penalty: 2984.665527
	Iteration 24Q: 3 clusters Score -1235714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1235752.000000 Penalty: 2984.665527
	Iteration 25Q: 3 clusters Score -1235752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1235776.750000 Penalty: 2984.665527
	Iteration 26Q: 3 clusters Score -1235777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1235787.375000 Penalty: 2984.665527
	Iteration 27Q: 3 clusters Score -1235787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1235791.875000 Penalty: 2984.665527
	Iteration 28Q: 3 clusters Score -1235792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1235797.500000 Penalty: 2984.665527
	Iteration 29Q: 3 clusters Score -1235798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1235799.500000 Penalty: 2984.665527
	Iteration 30Q: 3 clusters Score -1235800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1235800.125000 Penalty: 2984.665527
	Iteration 31Q: 3 clusters Score -1235800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1235800.125000 Penalty: 2984.665527
	Iteration 32F: 3 clusters Score -1235800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -519950.218750 Penalty: 1351.874878
	Iteration 0F: 2 clusters Score -519950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -516471.375000 Penalty: 2703.749756
	Iteration 0F: 3 clusters Score -516471.4 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -517451.625000 Penalty: 2703.749756
	Iteration 1F: 3 clusters Score -517451.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -517663.343750 Penalty: 2703.749756
	Iteration 2F: 3 clusters Score -517663.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -517794.812500 Penalty: 2703.749756
	Iteration 3F: 3 clusters Score -517794.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -517907.718750 Penalty: 2703.749756
	Iteration 4Q: 3 clusters Score -517907.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -517997.312500 Penalty: 2703.749756
	Iteration 5Q: 3 clusters Score -517997.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -518069.875000 Penalty: 2703.749756
	Iteration 6Q: 3 clusters Score -518069.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -518128.812500 Penalty: 2703.749756
	Iteration 7Q: 3 clusters Score -518128.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -518190.312500 Penalty: 2703.749756
	Iteration 8Q: 3 clusters Score -518190.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -518262.062500 Penalty: 2703.749756
	Iteration 9Q: 3 clusters Score -518262.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -518316.406250 Penalty: 2703.749756
	Iteration 10Q: 3 clusters Score -518316.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -518363.812500 Penalty: 2703.749756
	Iteration 11Q: 3 clusters Score -518363.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -518411.843750 Penalty: 2703.749756
	Iteration 12Q: 3 clusters Score -518411.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -518447.468750 Penalty: 2703.749756
	Iteration 13Q: 3 clusters Score -518447.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -518470.187500 Penalty: 2703.749756
	Iteration 14Q: 3 clusters Score -518470.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -518492.062500 Penalty: 2703.749756
	Iteration 15Q: 3 clusters Score -518492.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -518515.156250 Penalty: 2703.749756
	Iteration 16Q: 3 clusters Score -518515.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -518535.406250 Penalty: 2703.749756
	Iteration 17Q: 3 clusters Score -518535.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -518550.968750 Penalty: 2703.749756
	Iteration 18Q: 3 clusters Score -518551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -518565.468750 Penalty: 2703.749756
	Iteration 19Q: 3 clusters Score -518565.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -518578.843750 Penalty: 2703.749756
	Iteration 20F: 3 clusters Score -518578.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -518592.656250 Penalty: 2703.749756
	Iteration 21Q: 3 clusters Score -518592.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -518607.812500 Penalty: 2703.749756
	Iteration 22Q: 3 clusters Score -518607.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -518618.468750 Penalty: 2703.749756
	Iteration 23Q: 3 clusters Score -518618.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -518628.812500 Penalty: 2703.749756
	Iteration 24Q: 3 clusters Score -518628.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -518640.750000 Penalty: 2703.749756
	Iteration 25Q: 3 clusters Score -518640.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -518655.875000 Penalty: 2703.749756
	Iteration 26Q: 3 clusters Score -518655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -518677.437500 Penalty: 2703.749756
	Iteration 27Q: 3 clusters Score -518677.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -518694.750000 Penalty: 2703.749756
	Iteration 28Q: 3 clusters Score -518694.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -518709.781250 Penalty: 2703.749756
	Iteration 29Q: 3 clusters Score -518709.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -518724.843750 Penalty: 2703.749756
	Iteration 30Q: 3 clusters Score -518724.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -518739.843750 Penalty: 2703.749756
	Iteration 31Q: 3 clusters Score -518739.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -518757.937500 Penalty: 2703.749756
	Iteration 32Q: 3 clusters Score -518757.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -518779.968750 Penalty: 2703.749756
	Iteration 33Q: 3 clusters Score -518780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -518804.250000 Penalty: 2703.749756
	Iteration 34Q: 3 clusters Score -518804.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -518823.281250 Penalty: 2703.749756
	Iteration 35Q: 3 clusters Score -518823.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -518845.406250 Penalty: 2703.749756
	Iteration 36Q: 3 clusters Score -518845.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -518868.812500 Penalty: 2703.749756
	Iteration 37Q: 3 clusters Score -518868.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -518893.375000 Penalty: 2703.749756
	Iteration 38Q: 3 clusters Score -518893.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -518906.062500 Penalty: 2703.749756
	Iteration 39Q: 3 clusters Score -518906.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -518913.875000 Penalty: 2703.749756
	Iteration 40F: 3 clusters Score -518913.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -518928.093750 Penalty: 2703.749756
	Iteration 41Q: 3 clusters Score -518928.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -518947.406250 Penalty: 2703.749756
	Iteration 42Q: 3 clusters Score -518947.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -518961.781250 Penalty: 2703.749756
	Iteration 43Q: 3 clusters Score -518961.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -518970.062500 Penalty: 2703.749756
	Iteration 44Q: 3 clusters Score -518970.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -518976.062500 Penalty: 2703.749756
	Iteration 45Q: 3 clusters Score -518976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -518979.500000 Penalty: 2703.749756
	Iteration 46Q: 3 clusters Score -518979.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -518982.781250 Penalty: 2703.749756
	Iteration 47Q: 3 clusters Score -518982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -518982.968750 Penalty: 2703.749756
	Iteration 48Q: 3 clusters Score -518983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -518984.468750 Penalty: 2703.749756
	Iteration 49Q: 3 clusters Score -518984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -518985.968750 Penalty: 2703.749756
	Iteration 50Q: 3 clusters Score -518986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -518988.937500 Penalty: 2703.749756
	Iteration 51Q: 3 clusters Score -518988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -518990.156250 Penalty: 2703.749756
	Iteration 52Q: 3 clusters Score -518990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -518992.281250 Penalty: 2703.749756
	Iteration 53Q: 3 clusters Score -518992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -518993.343750 Penalty: 2703.749756
	Iteration 54Q: 3 clusters Score -518993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -518994.437500 Penalty: 2703.749756
	Iteration 55Q: 3 clusters Score -518994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -518996.156250 Penalty: 2703.749756
	Iteration 56Q: 3 clusters Score -518996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -518998.812500 Penalty: 2703.749756
	Iteration 57Q: 3 clusters Score -518998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -518997.781250 Penalty: 2703.749756
	Iteration 58Q: 3 clusters Score -518997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -518998.968750 Penalty: 2703.749756
	Iteration 59Q: 3 clusters Score -518999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -519000.031250 Penalty: 2703.749756
	Iteration 60F: 3 clusters Score -519000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -519000.718750 Penalty: 2703.749756
	Iteration 61Q: 3 clusters Score -519000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -519001.437500 Penalty: 2703.749756
	Iteration 62Q: 3 clusters Score -519001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -519001.781250 Penalty: 2703.749756
	Iteration 63Q: 3 clusters Score -519001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -519002.000000 Penalty: 2703.749756
	Iteration 64Q: 3 clusters Score -519002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -519002.000000 Penalty: 2703.749756
	Iteration 65Q: 3 clusters Score -519002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -519002.000000 Penalty: 2703.749756
	Iteration 66F: 3 clusters Score -519002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (118626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Entering Unmasked Estep 
Score: -15846589.000000 Penalty: 1898.606323
	Iteration 0F: 2 clusters Score -1.584659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -15797317.000000 Penalty: 3797.212646
	Iteration 0F: 3 clusters Score -1.579732e+07 nChanged 56784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -15830663.000000 Penalty: 3797.212646
	Iteration 1F: 3 clusters Score -1.583066e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -15831496.000000 Penalty: 3797.212646
	Iteration 2Q: 3 clusters Score -1.58315e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -15833146.000000 Penalty: 3797.212646
	Iteration 3Q: 3 clusters Score -1.583315e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -15835815.000000 Penalty: 3797.212646
	Iteration 4F: 3 clusters Score -1.583582e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -15840579.000000 Penalty: 3797.212646
	Iteration 5F: 3 clusters Score -1.584058e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -15847619.000000 Penalty: 3797.212646
	Iteration 6F: 3 clusters Score -1.584762e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -15853717.000000 Penalty: 3797.212646
	Iteration 7F: 3 clusters Score -1.585372e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -15856000.000000 Penalty: 3797.212646
	Iteration 8F: 3 clusters Score -1.5856e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -15856639.000000 Penalty: 3797.212646
	Iteration 9Q: 3 clusters Score -1.585664e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -15856857.000000 Penalty: 3797.212646
	Iteration 10Q: 3 clusters Score -1.585686e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -15857117.000000 Penalty: 3797.212646
	Iteration 11Q: 3 clusters Score -1.585712e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -15857255.000000 Penalty: 3797.212646
	Iteration 12Q: 3 clusters Score -1.585726e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -15857412.000000 Penalty: 3797.212646
	Iteration 13Q: 3 clusters Score -1.585741e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -15857605.000000 Penalty: 3797.212646
	Iteration 14Q: 3 clusters Score -1.58576e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -15857547.000000 Penalty: 3797.212646
	Iteration 15Q: 3 clusters Score -1.585755e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -15857087.000000 Penalty: 3797.212646
	Iteration 16Q: 3 clusters Score -1.585709e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -15856226.000000 Penalty: 3797.212646
	Iteration 17Q: 3 clusters Score -1.585623e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -15855033.000000 Penalty: 3797.212646
	Iteration 18Q: 3 clusters Score -1.585503e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -15853755.000000 Penalty: 3797.212646
	Iteration 19Q: 3 clusters Score -1.585376e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -15852320.000000 Penalty: 3797.212646
	Iteration 20F: 3 clusters Score -1.585232e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -15851296.000000 Penalty: 3797.212646
	Iteration 21Q: 3 clusters Score -1.58513e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -15850940.000000 Penalty: 3797.212646
	Iteration 22Q: 3 clusters Score -1.585094e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -15851334.000000 Penalty: 3797.212646
	Iteration 23Q: 3 clusters Score -1.585133e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -15852168.000000 Penalty: 3797.212646
	Iteration 24Q: 3 clusters Score -1.585217e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -15853790.000000 Penalty: 3797.212646
	Iteration 25Q: 3 clusters Score -1.585379e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -15855735.000000 Penalty: 3797.212646
	Iteration 26Q: 3 clusters Score -1.585574e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -15858130.000000 Penalty: 3797.212646
	Iteration 27Q: 3 clusters Score -1.585813e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -15859488.000000 Penalty: 3797.212646
	Iteration 28Q: 3 clusters Score -1.585949e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -15859836.000000 Penalty: 3797.212646
	Iteration 29Q: 3 clusters Score -1.585984e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -15859088.000000 Penalty: 3797.212646
	Iteration 30Q: 3 clusters Score -1.585909e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -15858531.000000 Penalty: 3797.212646
	Iteration 31Q: 3 clusters Score -1.585853e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -15857898.000000 Penalty: 3797.212646
	Iteration 32Q: 3 clusters Score -1.58579e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -15857399.000000 Penalty: 3797.212646
	Iteration 33Q: 3 clusters Score -1.58574e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -15857232.000000 Penalty: 3797.212646
	Iteration 34Q: 3 clusters Score -1.585723e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -15857174.000000 Penalty: 3797.212646
	Iteration 35Q: 3 clusters Score -1.585717e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -15857314.000000 Penalty: 3797.212646
	Iteration 36Q: 3 clusters Score -1.585731e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -15857616.000000 Penalty: 3797.212646
	Iteration 37Q: 3 clusters Score -1.585762e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -15858118.000000 Penalty: 3797.212646
	Iteration 38Q: 3 clusters Score -1.585812e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -15858582.000000 Penalty: 3797.212646
	Iteration 39Q: 3 clusters Score -1.585858e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -15859235.000000 Penalty: 3797.212646
	Iteration 40F: 3 clusters Score -1.585924e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -15859803.000000 Penalty: 3797.212646
	Iteration 41Q: 3 clusters Score -1.58598e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -15860317.000000 Penalty: 3797.212646
	Iteration 42Q: 3 clusters Score -1.586032e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -15860786.000000 Penalty: 3797.212646
	Iteration 43Q: 3 clusters Score -1.586079e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -15861069.000000 Penalty: 3797.212646
	Iteration 44Q: 3 clusters Score -1.586107e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -15861356.000000 Penalty: 3797.212646
	Iteration 45Q: 3 clusters Score -1.586136e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -15861558.000000 Penalty: 3797.212646
	Iteration 46Q: 3 clusters Score -1.586156e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -15861709.000000 Penalty: 3797.212646
	Iteration 47Q: 3 clusters Score -1.586171e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -15861808.000000 Penalty: 3797.212646
	Iteration 48Q: 3 clusters Score -1.586181e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -15861855.000000 Penalty: 3797.212646
	Iteration 49Q: 3 clusters Score -1.586186e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -15861936.000000 Penalty: 3797.212646
	Iteration 50Q: 3 clusters Score -1.586194e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -15861970.000000 Penalty: 3797.212646
	Iteration 51Q: 3 clusters Score -1.586197e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -15861966.000000 Penalty: 3797.212646
	Iteration 52Q: 3 clusters Score -1.586197e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -15862037.000000 Penalty: 3797.212646
	Iteration 53Q: 3 clusters Score -1.586204e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -15862063.000000 Penalty: 3797.212646
	Iteration 54Q: 3 clusters Score -1.586206e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -15862163.000000 Penalty: 3797.212646
	Iteration 55Q: 3 clusters Score -1.586216e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -15862240.000000 Penalty: 3797.212646
	Iteration 56Q: 3 clusters Score -1.586224e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -15862262.000000 Penalty: 3797.212646
	Iteration 57Q: 3 clusters Score -1.586226e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -15862294.000000 Penalty: 3797.212646
	Iteration 58Q: 3 clusters Score -1.586229e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -15862319.000000 Penalty: 3797.212646
	Iteration 59Q: 3 clusters Score -1.586232e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -15862337.000000 Penalty: 3797.212646
	Iteration 60F: 3 clusters Score -1.586234e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -15862354.000000 Penalty: 3797.212646
	Iteration 61Q: 3 clusters Score -1.586235e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -15862370.000000 Penalty: 3797.212646
	Iteration 62Q: 3 clusters Score -1.586237e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -15862373.000000 Penalty: 3797.212646
	Iteration 63Q: 3 clusters Score -1.586237e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -15862369.000000 Penalty: 3797.212646
	Iteration 64Q: 3 clusters Score -1.586237e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -15862344.000000 Penalty: 3797.212646
	Iteration 65Q: 3 clusters Score -1.586234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -15862319.000000 Penalty: 3797.212646
	Iteration 66Q: 3 clusters Score -1.586232e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -15862310.000000 Penalty: 3797.212646
	Iteration 67Q: 3 clusters Score -1.586231e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -15862305.000000 Penalty: 3797.212646
	Iteration 68Q: 3 clusters Score -1.58623e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -15862274.000000 Penalty: 3797.212646
	Iteration 69Q: 3 clusters Score -1.586227e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -15862251.000000 Penalty: 3797.212646
	Iteration 70Q: 3 clusters Score -1.586225e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -15862265.000000 Penalty: 3797.212646
	Iteration 71Q: 3 clusters Score -1.586226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -15862258.000000 Penalty: 3797.212646
	Iteration 72Q: 3 clusters Score -1.586226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -15862268.000000 Penalty: 3797.212646
	Iteration 73Q: 3 clusters Score -1.586227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -15862256.000000 Penalty: 3797.212646
	Iteration 74Q: 3 clusters Score -1.586226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -15862254.000000 Penalty: 3797.212646
	Iteration 75Q: 3 clusters Score -1.586225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -15862247.000000 Penalty: 3797.212646
	Iteration 76Q: 3 clusters Score -1.586225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -15862255.000000 Penalty: 3797.212646
	Iteration 77Q: 3 clusters Score -1.586226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -15862251.000000 Penalty: 3797.212646
	Iteration 78Q: 3 clusters Score -1.586225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -15862253.000000 Penalty: 3797.212646
	Iteration 79Q: 3 clusters Score -1.586225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -15862253.000000 Penalty: 3797.212646
	Iteration 80F: 3 clusters Score -1.586225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -15862258.000000 Penalty: 3797.212646
	Iteration 81Q: 3 clusters Score -1.586226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -15862255.000000 Penalty: 3797.212646
	Iteration 82Q: 3 clusters Score -1.586226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -15862263.000000 Penalty: 3797.212646
	Iteration 83Q: 3 clusters Score -1.586226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -15862266.000000 Penalty: 3797.212646
	Iteration 84Q: 3 clusters Score -1.586227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -15862275.000000 Penalty: 3797.212646
	Iteration 85Q: 3 clusters Score -1.586228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -15862260.000000 Penalty: 3797.212646
	Iteration 86Q: 3 clusters Score -1.586226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -15862263.000000 Penalty: 3797.212646
	Iteration 87Q: 3 clusters Score -1.586226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -15862269.000000 Penalty: 3797.212646
	Iteration 88Q: 3 clusters Score -1.586227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -15862273.000000 Penalty: 3797.212646
	Iteration 89Q: 3 clusters Score -1.586227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -15862260.000000 Penalty: 3797.212646
	Iteration 90Q: 3 clusters Score -1.586226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -15862257.000000 Penalty: 3797.212646
	Iteration 91Q: 3 clusters Score -1.586226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -15862264.000000 Penalty: 3797.212646
	Iteration 92Q: 3 clusters Score -1.586226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -15862267.000000 Penalty: 3797.212646
	Iteration 93Q: 3 clusters Score -1.586227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -15862285.000000 Penalty: 3797.212646
	Iteration 94Q: 3 clusters Score -1.586228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -15862271.000000 Penalty: 3797.212646
	Iteration 95Q: 3 clusters Score -1.586227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -15862260.000000 Penalty: 3797.212646
	Iteration 96Q: 3 clusters Score -1.586226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -15862256.000000 Penalty: 3797.212646
	Iteration 97Q: 3 clusters Score -1.586226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -15862258.000000 Penalty: 3797.212646
	Iteration 98Q: 3 clusters Score -1.586226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -15862221.000000 Penalty: 3797.212646
	Iteration 99Q: 3 clusters Score -1.586222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -15862216.000000 Penalty: 3797.212646
	Iteration 100F: 3 clusters Score -1.586222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -15862186.000000 Penalty: 3797.212646
	Iteration 101Q: 3 clusters Score -1.586219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -15862183.000000 Penalty: 3797.212646
	Iteration 102Q: 3 clusters Score -1.586218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -15862192.000000 Penalty: 3797.212646
	Iteration 103Q: 3 clusters Score -1.586219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -15862190.000000 Penalty: 3797.212646
	Iteration 104Q: 3 clusters Score -1.586219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -15862232.000000 Penalty: 3797.212646
	Iteration 105Q: 3 clusters Score -1.586223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -15862238.000000 Penalty: 3797.212646
	Iteration 106Q: 3 clusters Score -1.586224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -15862217.000000 Penalty: 3797.212646
	Iteration 107Q: 3 clusters Score -1.586222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -15862212.000000 Penalty: 3797.212646
	Iteration 108Q: 3 clusters Score -1.586221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -15862208.000000 Penalty: 3797.212646
	Iteration 109Q: 3 clusters Score -1.586221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -15862203.000000 Penalty: 3797.212646
	Iteration 110Q: 3 clusters Score -1.58622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -15862201.000000 Penalty: 3797.212646
	Iteration 111Q: 3 clusters Score -1.58622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -15862201.000000 Penalty: 3797.212646
	Iteration 112Q: 3 clusters Score -1.58622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -15862190.000000 Penalty: 3797.212646
	Iteration 113Q: 3 clusters Score -1.586219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -15862192.000000 Penalty: 3797.212646
	Iteration 114Q: 3 clusters Score -1.586219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -15862195.000000 Penalty: 3797.212646
	Iteration 115Q: 3 clusters Score -1.58622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -15862195.000000 Penalty: 3797.212646
	Iteration 116F: 3 clusters Score -1.58622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 107137 members 
Mstep: Class 14 contains 5714 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 65343 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 55941 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 18713 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 78206 members 
Mstep: Class 30 contains 8217 members 
Mstep: Class 31 contains 62685 members 
Entering Unmasked Estep 
Score: -127621136.000000 Penalty: 69598.500000
Splitting cluster 23 changes total score from -127528056.000000 to -127621136.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 7419 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 90321 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 108768 members 
Mstep: Class 13 contains 107137 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 65343 members 
Mstep: Class 18 contains 64563 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 55941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127654080.000000 Penalty: 69598.500000
Iteration 39Q: 32 clusters Score -1.276541e+08 nChanged 63487
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 15965 members 
Mstep: Class 3 contains 78560 members 
Mstep: Class 4 contains 2920 members 
Mstep: Class 5 contains 69660 members 
Mstep: Class 6 contains 185 members 
Mstep: Class 7 contains 7763 members 
Mstep: Class 8 contains 42827 members 
Mstep: Class 9 contains 88625 members 
Mstep: Class 10 contains 7801 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 103323 members 
Mstep: Class 13 contains 107073 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 15 contains 14105 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 73151 members 
Mstep: Class 18 contains 59334 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 62390 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 335 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 76707 members 
Mstep: Class 30 contains 7960 members 
Mstep: Class 31 contains 56464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127676528.000000 Penalty: 69598.500000
Iteration 40F: 32 clusters Score -1.276765e+08 nChanged 58190
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 74831 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 73792 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 8 contains 40663 members 
Mstep: Class 9 contains 86461 members 
Mstep: Class 10 contains 7767 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 94786 members 
Mstep: Class 13 contains 104129 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 13907 members 
Mstep: Class 16 contains 5887 members 
Mstep: Class 17 contains 78233 members 
Mstep: Class 18 contains 51921 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 9400 members 
Mstep: Class 22 contains 4048 members 
Mstep: Class 23 contains 66630 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 2675 members 
Mstep: Class 26 contains 18422 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 81639 members 
Mstep: Class 30 contains 9110 members 
Mstep: Class 31 contains 56571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127681760.000000 Penalty: 69598.500000
Iteration 41F: 32 clusters Score -1.276818e+08 nChanged 51356
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 15294 members 
Mstep: Class 3 contains 71710 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 79615 members 
Mstep: Class 6 contains 190 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 39061 members 
Mstep: Class 9 contains 85262 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 87681 members 
Mstep: Class 13 contains 102403 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 13845 members 
Mstep: Class 16 contains 5845 members 
Mstep: Class 17 contains 82935 members 
Mstep: Class 18 contains 43394 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 9182 members 
Mstep: Class 22 contains 4125 members 
Mstep: Class 23 contains 69717 members 
Mstep: Class 24 contains 128 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 18720 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 4586 members 
Mstep: Class 29 contains 84915 members 
Mstep: Class 30 contains 9640 members 
Mstep: Class 31 contains 54837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127682248.000000 Penalty: 69598.500000
Iteration 42F: 32 clusters Score -1.276822e+08 nChanged 48850
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 15104 members 
Mstep: Class 3 contains 69410 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 86712 members 
Mstep: Class 6 contains 196 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 37654 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 7770 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 81847 members 
Mstep: Class 13 contains 100716 members 
Mstep: Class 14 contains 6233 members 
Mstep: Class 15 contains 13887 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 86685 members 
Mstep: Class 18 contains 35027 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 71584 members 
Mstep: Class 24 contains 124 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 18971 members 
Mstep: Class 27 contains 347 members 
Mstep: Class 28 contains 5063 members 
Mstep: Class 29 contains 87731 members 
Mstep: Class 30 contains 9919 members 
Mstep: Class 31 contains 52465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2058.460693 but Gain 2245.109375
Score: -127683168.000000 Penalty: 67353.390625
Iteration 43Q: 31 clusters Score -1.276832e+08 nChanged 45942
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 14962 members 
Mstep: Class 3 contains 68100 members 
Mstep: Class 5 contains 94023 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 36540 members 
Mstep: Class 9 contains 83653 members 
Mstep: Class 10 contains 7777 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 77176 members 
Mstep: Class 13 contains 99278 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 89850 members 
Mstep: Class 18 contains 28272 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 4240 members 
Mstep: Class 23 contains 73023 members 
Mstep: Class 24 contains 120 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 19219 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 90207 members 
Mstep: Class 30 contains 10112 members 
Mstep: Class 31 contains 50172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684024.000000 Penalty: 67353.390625
Iteration 44Q: 31 clusters Score -1.27684e+08 nChanged 39145
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 14872 members 
Mstep: Class 3 contains 67262 members 
Mstep: Class 5 contains 100629 members 
Mstep: Class 6 contains 205 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 35393 members 
Mstep: Class 9 contains 82924 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 73059 members 
Mstep: Class 13 contains 97624 members 
Mstep: Class 14 contains 6303 members 
Mstep: Class 15 contains 14081 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 92306 members 
Mstep: Class 18 contains 23110 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 8568 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 73617 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 19433 members 
Mstep: Class 27 contains 349 members 
Mstep: Class 28 contains 5971 members 
Mstep: Class 29 contains 92512 members 
Mstep: Class 30 contains 10296 members 
Mstep: Class 31 contains 48209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684632.000000 Penalty: 67353.390625
Iteration 45Q: 31 clusters Score -1.276846e+08 nChanged 34676
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 14775 members 
Mstep: Class 3 contains 66673 members 
Mstep: Class 5 contains 106750 members 
Mstep: Class 6 contains 207 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 34483 members 
Mstep: Class 9 contains 82252 members 
Mstep: Class 10 contains 7806 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 69721 members 
Mstep: Class 13 contains 95768 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 14181 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 94340 members 
Mstep: Class 18 contains 19253 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 8387 members 
Mstep: Class 22 contains 4373 members 
Mstep: Class 23 contains 73632 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 2837 members 
Mstep: Class 26 contains 19609 members 
Mstep: Class 27 contains 350 members 
Mstep: Class 28 contains 6425 members 
Mstep: Class 29 contains 94538 members 
Mstep: Class 30 contains 10484 members 
Mstep: Class 31 contains 46794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684312.000000 Penalty: 67353.390625
Iteration 46Q: 31 clusters Score -1.276843e+08 nChanged 30607
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 14683 members 
Mstep: Class 3 contains 66155 members 
Mstep: Class 5 contains 112009 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 33590 members 
Mstep: Class 9 contains 81651 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 66844 members 
Mstep: Class 13 contains 94747 members 
Mstep: Class 14 contains 6326 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 96131 members 
Mstep: Class 18 contains 16405 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 8188 members 
Mstep: Class 22 contains 4527 members 
Mstep: Class 23 contains 73296 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 2855 members 
Mstep: Class 26 contains 19768 members 
Mstep: Class 27 contains 351 members 
Mstep: Class 28 contains 6827 members 
Mstep: Class 29 contains 96195 members 
Mstep: Class 30 contains 10666 members 
Mstep: Class 31 contains 45605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127683880.000000 Penalty: 67353.390625
Iteration 47Q: 31 clusters Score -1.276839e+08 nChanged 26954
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 14601 members 
Mstep: Class 3 contains 65927 members 
Mstep: Class 5 contains 116697 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 32756 members 
Mstep: Class 9 contains 81072 members 
Mstep: Class 10 contains 7821 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 64475 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 6333 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 97970 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 72840 members 
Mstep: Class 24 contains 106 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 19902 members 
Mstep: Class 27 contains 351 members 
Mstep: Class 28 contains 7248 members 
Mstep: Class 29 contains 97339 members 
Mstep: Class 30 contains 10858 members 
Mstep: Class 31 contains 44644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127684368.000000 Penalty: 67353.390625
Iteration 48Q: 31 clusters Score -1.276844e+08 nChanged 22136
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 14522 members 
Mstep: Class 3 contains 66053 members 
Mstep: Class 5 contains 119368 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 31990 members 
Mstep: Class 9 contains 80599 members 
Mstep: Class 10 contains 7821 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 62490 members 
Mstep: Class 13 contains 93236 members 
Mstep: Class 14 contains 6335 members 
Mstep: Class 15 contains 14373 members 
Mstep: Class 16 contains 5783 members 
Mstep: Class 17 contains 100050 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 4759 members 
Mstep: Class 23 contains 72590 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 20024 members 
Mstep: Class 27 contains 352 members 
Mstep: Class 28 contains 7597 members 
Mstep: Class 29 contains 97998 members 
Mstep: Class 30 contains 11084 members 
Mstep: Class 31 contains 44023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127683288.000000 Penalty: 67353.390625
Iteration 49Q: 31 clusters Score -1.276833e+08 nChanged 18572
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 14467 members 
Mstep: Class 3 contains 66273 members 
Mstep: Class 5 contains 120400 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 31253 members 
Mstep: Class 9 contains 80336 members 
Mstep: Class 10 contains 7826 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 60965 members 
Mstep: Class 13 contains 92881 members 
Mstep: Class 14 contains 6333 members 
Mstep: Class 15 contains 14397 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 102369 members 
Mstep: Class 18 contains 11478 members 
Mstep: Class 19 contains 3971 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 7733 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 72492 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2883 members 
Mstep: Class 26 contains 20158 members 
Mstep: Class 27 contains 354 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 97632 members 
Mstep: Class 30 contains 11327 members 
Mstep: Class 31 contains 43576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127683088.000000 Penalty: 67353.390625
Iteration 50Q: 31 clusters Score -1.276831e+08 nChanged 17813
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 66706 members 
Mstep: Class 5 contains 120912 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8283 members 
Mstep: Class 8 contains 30573 members 
Mstep: Class 9 contains 80415 members 
Mstep: Class 10 contains 7822 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 59779 members 
Mstep: Class 13 contains 92371 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 14441 members 
Mstep: Class 16 contains 5773 members 
Mstep: Class 17 contains 104782 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 7614 members 
Mstep: Class 22 contains 4973 members 
Mstep: Class 23 contains 72618 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2890 members 
Mstep: Class 26 contains 20279 members 
Mstep: Class 27 contains 353 members 
Mstep: Class 28 contains 8132 members 
Mstep: Class 29 contains 96153 members 
Mstep: Class 30 contains 11552 members 
Mstep: Class 31 contains 43420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127681696.000000 Penalty: 67353.390625
Iteration 51Q: 31 clusters Score -1.276817e+08 nChanged 17663
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 67264 members 
Mstep: Class 5 contains 121225 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8289 members 
Mstep: Class 8 contains 30033 members 
Mstep: Class 9 contains 80781 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 58867 members 
Mstep: Class 13 contains 91694 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 7488 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 72896 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 20361 members 
Mstep: Class 27 contains 355 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 93655 members 
Mstep: Class 30 contains 11777 members 
Mstep: Class 31 contains 43426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127680376.000000 Penalty: 67353.390625
Iteration 52Q: 31 clusters Score -1.276804e+08 nChanged 18236
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 67911 members 
Mstep: Class 5 contains 121469 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8289 members 
Mstep: Class 8 contains 29582 members 
Mstep: Class 9 contains 81329 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 58201 members 
Mstep: Class 13 contains 90941 members 
Mstep: Class 14 contains 6341 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 109715 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 73162 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2904 members 
Mstep: Class 26 contains 20404 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 8617 members 
Mstep: Class 29 contains 90248 members 
Mstep: Class 30 contains 11988 members 
Mstep: Class 31 contains 43571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127679248.000000 Penalty: 67353.390625
Iteration 53Q: 31 clusters Score -1.276792e+08 nChanged 18781
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 14278 members 
Mstep: Class 3 contains 68707 members 
Mstep: Class 5 contains 121652 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8296 members 
Mstep: Class 8 contains 29065 members 
Mstep: Class 9 contains 82014 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 57720 members 
Mstep: Class 13 contains 90206 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 112174 members 
Mstep: Class 18 contains 8578 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 20 contains 1377 members 
Mstep: Class 21 contains 7258 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 73494 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2908 members 
Mstep: Class 26 contains 20429 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 8860 members 
Mstep: Class 29 contains 86407 members 
Mstep: Class 30 contains 12167 members 
Mstep: Class 31 contains 43812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127677376.000000 Penalty: 67353.390625
Iteration 54Q: 31 clusters Score -1.276774e+08 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 69647 members 
Mstep: Class 5 contains 121782 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 28630 members 
Mstep: Class 9 contains 82779 members 
Mstep: Class 10 contains 7801 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 57291 members 
Mstep: Class 13 contains 89290 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 114185 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 5414 members 
Mstep: Class 23 contains 73934 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2913 members 
Mstep: Class 26 contains 20458 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 9089 members 
Mstep: Class 29 contains 82566 members 
Mstep: Class 30 contains 12357 members 
Mstep: Class 31 contains 44160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127674472.000000 Penalty: 67353.390625
Iteration 55Q: 31 clusters Score -1.276745e+08 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 70634 members 
Mstep: Class 5 contains 121912 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 28241 members 
Mstep: Class 9 contains 83453 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 56861 members 
Mstep: Class 13 contains 88292 members 
Mstep: Class 14 contains 6365 members 
Mstep: Class 15 contains 14472 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 115713 members 
Mstep: Class 18 contains 7768 members 
Mstep: Class 19 contains 3911 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 74275 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2913 members 
Mstep: Class 26 contains 20466 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 79153 members 
Mstep: Class 30 contains 12578 members 
Mstep: Class 31 contains 44611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127673968.000000 Penalty: 67353.390625
Iteration 56Q: 31 clusters Score -1.27674e+08 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 71580 members 
Mstep: Class 5 contains 122053 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 27824 members 
Mstep: Class 9 contains 84070 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 56431 members 
Mstep: Class 13 contains 87168 members 
Mstep: Class 14 contains 6376 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 117059 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 6976 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 74545 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2916 members 
Mstep: Class 26 contains 20440 members 
Mstep: Class 27 contains 356 members 
Mstep: Class 28 contains 9545 members 
Mstep: Class 29 contains 76211 members 
Mstep: Class 30 contains 12827 members 
Mstep: Class 31 contains 45182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127672936.000000 Penalty: 67353.390625
Iteration 57Q: 31 clusters Score -1.276729e+08 nChanged 15655
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 14336 members 
Mstep: Class 3 contains 72418 members 
Mstep: Class 5 contains 122200 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8325 members 
Mstep: Class 8 contains 27495 members 
Mstep: Class 9 contains 84628 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 56098 members 
Mstep: Class 13 contains 85831 members 
Mstep: Class 14 contains 6382 members 
Mstep: Class 15 contains 14528 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 117934 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 6913 members 
Mstep: Class 22 contains 5700 members 
Mstep: Class 23 contains 74788 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2918 members 
Mstep: Class 26 contains 20393 members 
Mstep: Class 27 contains 356 members 
Mstep: Class 28 contains 9732 members 
Mstep: Class 29 contains 73965 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 45846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127671528.000000 Penalty: 67353.390625
Iteration 58Q: 31 clusters Score -1.276715e+08 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 73257 members 
Mstep: Class 5 contains 122273 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 27226 members 
Mstep: Class 9 contains 85034 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 55753 members 
Mstep: Class 13 contains 84383 members 
Mstep: Class 14 contains 6388 members 
Mstep: Class 15 contains 14588 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 118407 members 
Mstep: Class 18 contains 7028 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 1383 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 75081 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 20337 members 
Mstep: Class 27 contains 356 members 
Mstep: Class 28 contains 9903 members 
Mstep: Class 29 contains 72370 members 
Mstep: Class 30 contains 13398 members 
Mstep: Class 31 contains 46582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127670512.000000 Penalty: 67353.390625
Iteration 59Q: 31 clusters Score -1.276705e+08 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 74040 members 
Mstep: Class 5 contains 122247 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 8344 members 
Mstep: Class 8 contains 27007 members 
Mstep: Class 9 contains 85368 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 55437 members 
Mstep: Class 13 contains 82857 members 
Mstep: Class 14 contains 6393 members 
Mstep: Class 15 contains 14654 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 118309 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 1383 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 75328 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 20265 members 
Mstep: Class 27 contains 356 members 
Mstep: Class 28 contains 10077 members 
Mstep: Class 29 contains 71550 members 
Mstep: Class 30 contains 13665 members 
Mstep: Class 31 contains 47462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127672272.000000 Penalty: 67353.390625
Iteration 60F: 31 clusters Score -1.276723e+08 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 74666 members 
Mstep: Class 5 contains 122133 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 26723 members 
Mstep: Class 9 contains 85599 members 
Mstep: Class 10 contains 7802 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 54701 members 
Mstep: Class 13 contains 80741 members 
Mstep: Class 14 contains 6395 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 118112 members 
Mstep: Class 18 contains 6286 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 1383 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 5962 members 
Mstep: Class 23 contains 75991 members 
Mstep: Class 24 contains 102 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 20207 members 
Mstep: Class 27 contains 356 members 
Mstep: Class 28 contains 10262 members 
Mstep: Class 29 contains 70982 members 
Mstep: Class 30 contains 13939 members 
Mstep: Class 31 contains 48365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127671168.000000 Penalty: 67353.390625
Iteration 61Q: 31 clusters Score -1.276712e+08 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 75209 members 
Mstep: Class 5 contains 122200 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 26486 members 
Mstep: Class 9 contains 85678 members 
Mstep: Class 10 contains 7801 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 54028 members 
Mstep: Class 13 contains 78683 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 14710 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 117862 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 76361 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 10432 members 
Mstep: Class 29 contains 70843 members 
Mstep: Class 30 contains 14233 members 
Mstep: Class 31 contains 49385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127669856.000000 Penalty: 67353.390625
Iteration 62Q: 31 clusters Score -1.276699e+08 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 113356 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 75641 members 
Mstep: Class 5 contains 122243 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 26309 members 
Mstep: Class 9 contains 85657 members 
Mstep: Class 10 contains 7801 members 
Mstep: Class 11 contains 1661 members 
Mstep: Class 12 contains 53429 members 
Mstep: Class 13 contains 76498 members 
Mstep: Class 14 contains 6395 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 117429 members 
Mstep: Class 18 contains 5573 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 76799 members 
Mstep: Class 24 contains 96 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 20024 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 10608 members 
Mstep: Class 29 contains 71081 members 
Mstep: Class 30 contains 14532 members 
Mstep: Class 31 contains 50518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127669072.000000 Penalty: 67353.390625
Iteration 63Q: 31 clusters Score -1.276691e+08 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 76052 members 
Mstep: Class 5 contains 122065 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 26146 members 
Mstep: Class 9 contains 85575 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 1674 members 
Mstep: Class 12 contains 52904 members 
Mstep: Class 13 contains 74415 members 
Mstep: Class 14 contains 6395 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 116989 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6556 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 77379 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 19954 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 10750 members 
Mstep: Class 29 contains 71564 members 
Mstep: Class 30 contains 14851 members 
Mstep: Class 31 contains 51621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127668200.000000 Penalty: 67353.390625
Iteration 64Q: 31 clusters Score -1.276682e+08 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 76360 members 
Mstep: Class 5 contains 121598 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8374 members 
Mstep: Class 8 contains 26052 members 
Mstep: Class 9 contains 85477 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 52468 members 
Mstep: Class 13 contains 72279 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 14735 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 116407 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 78240 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 19883 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 10929 members 
Mstep: Class 29 contains 72220 members 
Mstep: Class 30 contains 15186 members 
Mstep: Class 31 contains 52843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127668288.000000 Penalty: 67353.390625
Iteration 65Q: 31 clusters Score -1.276683e+08 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 114887 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 76498 members 
Mstep: Class 5 contains 120776 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 25991 members 
Mstep: Class 9 contains 85387 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 52115 members 
Mstep: Class 13 contains 70212 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 14730 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 115672 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 1388 members 
Mstep: Class 21 contains 6480 members 
Mstep: Class 22 contains 6400 members 
Mstep: Class 23 contains 79303 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 19801 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 11119 members 
Mstep: Class 29 contains 73054 members 
Mstep: Class 30 contains 15471 members 
Mstep: Class 31 contains 54275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127668208.000000 Penalty: 67353.390625
Iteration 66Q: 31 clusters Score -1.276682e+08 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 76529 members 
Mstep: Class 5 contains 119645 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 8 contains 25920 members 
Mstep: Class 9 contains 85283 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 68323 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 114975 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 80480 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 19740 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 11314 members 
Mstep: Class 29 contains 73930 members 
Mstep: Class 30 contains 15759 members 
Mstep: Class 31 contains 55844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127669272.000000 Penalty: 67353.390625
Iteration 67Q: 31 clusters Score -1.276693e+08 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 76468 members 
Mstep: Class 5 contains 118335 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 25862 members 
Mstep: Class 9 contains 85151 members 
Mstep: Class 10 contains 7810 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 51478 members 
Mstep: Class 13 contains 66643 members 
Mstep: Class 14 contains 6399 members 
Mstep: Class 15 contains 14695 members 
Mstep: Class 16 contains 5773 members 
Mstep: Class 17 contains 114274 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 6501 members 
Mstep: Class 23 contains 81605 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19674 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 74822 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 57570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127670248.000000 Penalty: 67353.390625
Iteration 68Q: 31 clusters Score -1.276702e+08 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 76310 members 
Mstep: Class 5 contains 116844 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 25811 members 
Mstep: Class 9 contains 85055 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 51230 members 
Mstep: Class 13 contains 65261 members 
Mstep: Class 14 contains 6399 members 
Mstep: Class 15 contains 14687 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 113554 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6404 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 82690 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19618 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 11695 members 
Mstep: Class 29 contains 75662 members 
Mstep: Class 30 contains 16267 members 
Mstep: Class 31 contains 59312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127671952.000000 Penalty: 67353.390625
Iteration 69Q: 31 clusters Score -1.27672e+08 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 115737 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 76023 members 
Mstep: Class 5 contains 115236 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 25792 members 
Mstep: Class 9 contains 84926 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 50962 members 
Mstep: Class 13 contains 63984 members 
Mstep: Class 14 contains 6399 members 
Mstep: Class 15 contains 14694 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 112886 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 6601 members 
Mstep: Class 23 contains 83772 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19574 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 11902 members 
Mstep: Class 29 contains 76472 members 
Mstep: Class 30 contains 16491 members 
Mstep: Class 31 contains 61341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127672856.000000 Penalty: 67353.390625
Iteration 70Q: 31 clusters Score -1.276729e+08 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 75659 members 
Mstep: Class 5 contains 113560 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8399 members 
Mstep: Class 8 contains 25808 members 
Mstep: Class 9 contains 84790 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 50718 members 
Mstep: Class 13 contains 62842 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 14694 members 
Mstep: Class 16 contains 5773 members 
Mstep: Class 17 contains 112381 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 84867 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19519 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 12086 members 
Mstep: Class 29 contains 77160 members 
Mstep: Class 30 contains 16787 members 
Mstep: Class 31 contains 63403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127673976.000000 Penalty: 67353.390625
Iteration 71Q: 31 clusters Score -1.27674e+08 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 115284 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 75484 members 
Mstep: Class 5 contains 111807 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8402 members 
Mstep: Class 8 contains 25818 members 
Mstep: Class 9 contains 84680 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 50490 members 
Mstep: Class 13 contains 61776 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 14694 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 112079 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6380 members 
Mstep: Class 22 contains 6665 members 
Mstep: Class 23 contains 85711 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19459 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 12247 members 
Mstep: Class 29 contains 77681 members 
Mstep: Class 30 contains 17089 members 
Mstep: Class 31 contains 65722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127674800.000000 Penalty: 67353.390625
Iteration 72Q: 31 clusters Score -1.276748e+08 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 114810 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 75394 members 
Mstep: Class 5 contains 110107 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8405 members 
Mstep: Class 8 contains 25862 members 
Mstep: Class 9 contains 84620 members 
Mstep: Class 10 contains 7827 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 50259 members 
Mstep: Class 13 contains 60785 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 14681 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 111821 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6368 members 
Mstep: Class 22 contains 6673 members 
Mstep: Class 23 contains 86434 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19407 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 12399 members 
Mstep: Class 29 contains 78124 members 
Mstep: Class 30 contains 17343 members 
Mstep: Class 31 contains 68087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127675296.000000 Penalty: 67353.390625
Iteration 73Q: 31 clusters Score -1.276753e+08 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 14128 members 
Mstep: Class 3 contains 75317 members 
Mstep: Class 5 contains 108472 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 25901 members 
Mstep: Class 9 contains 84585 members 
Mstep: Class 10 contains 7832 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 50066 members 
Mstep: Class 13 contains 59949 members 
Mstep: Class 14 contains 6399 members 
Mstep: Class 15 contains 14677 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 111657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 4083 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6361 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 86994 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 19362 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 12544 members 
Mstep: Class 29 contains 78471 members 
Mstep: Class 30 contains 17597 members 
Mstep: Class 31 contains 70354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127675968.000000 Penalty: 67353.390625
Iteration 74Q: 31 clusters Score -1.27676e+08 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 75202 members 
Mstep: Class 5 contains 107034 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 25928 members 
Mstep: Class 9 contains 84585 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 49955 members 
Mstep: Class 13 contains 59179 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 14672 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 111469 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6351 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 87548 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2925 members 
Mstep: Class 26 contains 19326 members 
Mstep: Class 27 contains 357 members 
Mstep: Class 28 contains 12726 members 
Mstep: Class 29 contains 78754 members 
Mstep: Class 30 contains 17879 members 
Mstep: Class 31 contains 72439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127676896.000000 Penalty: 67353.390625
Iteration 75Q: 31 clusters Score -1.276769e+08 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 113437 members 
Mstep: Class 2 contains 14086 members 
Mstep: Class 3 contains 75096 members 
Mstep: Class 5 contains 105339 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25920 members 
Mstep: Class 9 contains 84619 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 49837 members 
Mstep: Class 13 contains 58538 members 
Mstep: Class 14 contains 6395 members 
Mstep: Class 15 contains 14664 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 17 contains 111340 members 
Mstep: Class 18 contains 3711 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6344 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 88080 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19301 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 12907 members 
Mstep: Class 29 contains 78939 members 
Mstep: Class 30 contains 18135 members 
Mstep: Class 31 contains 74271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127677392.000000 Penalty: 67353.390625
Iteration 76Q: 31 clusters Score -1.276774e+08 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 113355 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 75028 members 
Mstep: Class 5 contains 103693 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 25899 members 
Mstep: Class 9 contains 84634 members 
Mstep: Class 10 contains 7840 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 49739 members 
Mstep: Class 13 contains 57967 members 
Mstep: Class 14 contains 6392 members 
Mstep: Class 15 contains 14649 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 111233 members 
Mstep: Class 18 contains 3630 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 88601 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19277 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13091 members 
Mstep: Class 29 contains 79090 members 
Mstep: Class 30 contains 18349 members 
Mstep: Class 31 contains 75906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127678120.000000 Penalty: 67353.390625
Iteration 77Q: 31 clusters Score -1.276781e+08 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 14048 members 
Mstep: Class 3 contains 74872 members 
Mstep: Class 5 contains 102292 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 25870 members 
Mstep: Class 9 contains 84639 members 
Mstep: Class 10 contains 7840 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 49709 members 
Mstep: Class 13 contains 57598 members 
Mstep: Class 14 contains 6392 members 
Mstep: Class 15 contains 14617 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 111045 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 89015 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19267 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13274 members 
Mstep: Class 29 contains 79282 members 
Mstep: Class 30 contains 18575 members 
Mstep: Class 31 contains 77257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127678904.000000 Penalty: 67353.390625
Iteration 78Q: 31 clusters Score -1.276789e+08 nChanged 10395
Entering ConstructFrom: 
Score: -127678904.000000 Penalty: 67353.390625
Entering ConstructFrom: 
Trying to split cluster 1 (113161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113161 members 
Entering Unmasked Estep 
Score: -14981710.000000 Penalty: 1890.942139
	Iteration 0F: 2 clusters Score -1.498171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -14926213.000000 Penalty: 3781.884277
	Iteration 0F: 3 clusters Score -1.492621e+07 nChanged 54410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -14957525.000000 Penalty: 3781.884277
	Iteration 1F: 3 clusters Score -1.495752e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -14958389.000000 Penalty: 3781.884277
	Iteration 2Q: 3 clusters Score -1.495839e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -14959391.000000 Penalty: 3781.884277
	Iteration 3Q: 3 clusters Score -1.495939e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -14960874.000000 Penalty: 3781.884277
	Iteration 4Q: 3 clusters Score -1.496087e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -14963233.000000 Penalty: 3781.884277
	Iteration 5Q: 3 clusters Score -1.496323e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -14967429.000000 Penalty: 3781.884277
	Iteration 6F: 3 clusters Score -1.496743e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -14973907.000000 Penalty: 3781.884277
	Iteration 7F: 3 clusters Score -1.497391e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -14980797.000000 Penalty: 3781.884277
	Iteration 8F: 3 clusters Score -1.49808e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -14984449.000000 Penalty: 3781.884277
	Iteration 9F: 3 clusters Score -1.498445e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -14986316.000000 Penalty: 3781.884277
	Iteration 10Q: 3 clusters Score -1.498632e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -14987983.000000 Penalty: 3781.884277
	Iteration 11Q: 3 clusters Score -1.498798e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -14989895.000000 Penalty: 3781.884277
	Iteration 12Q: 3 clusters Score -1.49899e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -14991633.000000 Penalty: 3781.884277
	Iteration 13Q: 3 clusters Score -1.499163e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -14993269.000000 Penalty: 3781.884277
	Iteration 14Q: 3 clusters Score -1.499327e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -14994411.000000 Penalty: 3781.884277
	Iteration 15Q: 3 clusters Score -1.499441e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -14995266.000000 Penalty: 3781.884277
	Iteration 16Q: 3 clusters Score -1.499527e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -14995858.000000 Penalty: 3781.884277
	Iteration 17Q: 3 clusters Score -1.499586e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -14996111.000000 Penalty: 3781.884277
	Iteration 18Q: 3 clusters Score -1.499611e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -14996385.000000 Penalty: 3781.884277
	Iteration 19Q: 3 clusters Score -1.499638e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -14996503.000000 Penalty: 3781.884277
	Iteration 20F: 3 clusters Score -1.49965e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -14996590.000000 Penalty: 3781.884277
	Iteration 21Q: 3 clusters Score -1.499659e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -14996668.000000 Penalty: 3781.884277
	Iteration 22Q: 3 clusters Score -1.499667e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -14996727.000000 Penalty: 3781.884277
	Iteration 23Q: 3 clusters Score -1.499673e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -14996751.000000 Penalty: 3781.884277
	Iteration 24Q: 3 clusters Score -1.499675e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -14996734.000000 Penalty: 3781.884277
	Iteration 25Q: 3 clusters Score -1.499673e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -14996732.000000 Penalty: 3781.884277
	Iteration 26Q: 3 clusters Score -1.499673e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -14996726.000000 Penalty: 3781.884277
	Iteration 27Q: 3 clusters Score -1.499673e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -14996736.000000 Penalty: 3781.884277
	Iteration 28Q: 3 clusters Score -1.499674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -14996722.000000 Penalty: 3781.884277
	Iteration 29Q: 3 clusters Score -1.499672e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -14996720.000000 Penalty: 3781.884277
	Iteration 30Q: 3 clusters Score -1.499672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -14996717.000000 Penalty: 3781.884277
	Iteration 31Q: 3 clusters Score -1.499672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -14996726.000000 Penalty: 3781.884277
	Iteration 32Q: 3 clusters Score -1.499673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -14996730.000000 Penalty: 3781.884277
	Iteration 33Q: 3 clusters Score -1.499673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -14996735.000000 Penalty: 3781.884277
	Iteration 34Q: 3 clusters Score -1.499674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -14996727.000000 Penalty: 3781.884277
	Iteration 35Q: 3 clusters Score -1.499673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -14996731.000000 Penalty: 3781.884277
	Iteration 36Q: 3 clusters Score -1.499673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -14996733.000000 Penalty: 3781.884277
	Iteration 37Q: 3 clusters Score -1.499673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -14996744.000000 Penalty: 3781.884277
	Iteration 38Q: 3 clusters Score -1.499674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -14996758.000000 Penalty: 3781.884277
	Iteration 39Q: 3 clusters Score -1.499676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -14996746.000000 Penalty: 3781.884277
	Iteration 40F: 3 clusters Score -1.499675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -14996748.000000 Penalty: 3781.884277
	Iteration 41Q: 3 clusters Score -1.499675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -14996757.000000 Penalty: 3781.884277
	Iteration 42Q: 3 clusters Score -1.499676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -14996745.000000 Penalty: 3781.884277
	Iteration 43Q: 3 clusters Score -1.499674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -14996749.000000 Penalty: 3781.884277
	Iteration 44Q: 3 clusters Score -1.499675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -14996757.000000 Penalty: 3781.884277
	Iteration 45Q: 3 clusters Score -1.499676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -14996765.000000 Penalty: 3781.884277
	Iteration 46Q: 3 clusters Score -1.499676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -14996756.000000 Penalty: 3781.884277
	Iteration 47Q: 3 clusters Score -1.499676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -14996756.000000 Penalty: 3781.884277
	Iteration 48F: 3 clusters Score -1.499676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 101149 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 6392 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 110918 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 89480 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Entering Unmasked Estep 
Score: -127694600.000000 Penalty: 69598.500000
Splitting cluster 1 changes total score from -127678904.000000 to -127694600.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (14021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Entering Unmasked Estep 
Score: -1658889.750000 Penalty: 1551.600586
	Iteration 0F: 2 clusters Score -1658890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1649066.375000 Penalty: 3103.201172
	Iteration 0F: 3 clusters Score -1649066 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1652655.500000 Penalty: 3103.201172
	Iteration 1F: 3 clusters Score -1652656 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1653073.625000 Penalty: 3103.201172
	Iteration 2F: 3 clusters Score -1653074 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1653443.750000 Penalty: 3103.201172
	Iteration 3F: 3 clusters Score -1653444 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1653765.625000 Penalty: 3103.201172
	Iteration 4Q: 3 clusters Score -1653766 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1654071.500000 Penalty: 3103.201172
	Iteration 5Q: 3 clusters Score -1654072 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1654389.125000 Penalty: 3103.201172
	Iteration 6Q: 3 clusters Score -1654389 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1654754.625000 Penalty: 3103.201172
	Iteration 7Q: 3 clusters Score -1654755 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1655135.250000 Penalty: 3103.201172
	Iteration 8Q: 3 clusters Score -1655135 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1655551.125000 Penalty: 3103.201172
	Iteration 9Q: 3 clusters Score -1655551 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1655965.250000 Penalty: 3103.201172
	Iteration 10Q: 3 clusters Score -1655965 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1656333.500000 Penalty: 3103.201172
	Iteration 11Q: 3 clusters Score -1656334 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1656654.125000 Penalty: 3103.201172
	Iteration 12Q: 3 clusters Score -1656654 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1656945.875000 Penalty: 3103.201172
	Iteration 13Q: 3 clusters Score -1656946 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1657170.375000 Penalty: 3103.201172
	Iteration 14Q: 3 clusters Score -1657170 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1657329.625000 Penalty: 3103.201172
	Iteration 15Q: 3 clusters Score -1657330 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1657482.125000 Penalty: 3103.201172
	Iteration 16Q: 3 clusters Score -1657482 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1657608.750000 Penalty: 3103.201172
	Iteration 17Q: 3 clusters Score -1657609 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1657719.375000 Penalty: 3103.201172
	Iteration 18Q: 3 clusters Score -1657719 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1657812.125000 Penalty: 3103.201172
	Iteration 19Q: 3 clusters Score -1657812 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1657889.750000 Penalty: 3103.201172
	Iteration 20F: 3 clusters Score -1657890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1657951.250000 Penalty: 3103.201172
	Iteration 21Q: 3 clusters Score -1657951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1658009.875000 Penalty: 3103.201172
	Iteration 22Q: 3 clusters Score -1658010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1658077.500000 Penalty: 3103.201172
	Iteration 23Q: 3 clusters Score -1658078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1658141.375000 Penalty: 3103.201172
	Iteration 24Q: 3 clusters Score -1658141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1658189.500000 Penalty: 3103.201172
	Iteration 25Q: 3 clusters Score -1658190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1658223.750000 Penalty: 3103.201172
	Iteration 26Q: 3 clusters Score -1658224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1658257.625000 Penalty: 3103.201172
	Iteration 27Q: 3 clusters Score -1658258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1658287.500000 Penalty: 3103.201172
	Iteration 28Q: 3 clusters Score -1658288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1658323.750000 Penalty: 3103.201172
	Iteration 29Q: 3 clusters Score -1658324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1658344.625000 Penalty: 3103.201172
	Iteration 30Q: 3 clusters Score -1658345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1658355.875000 Penalty: 3103.201172
	Iteration 31Q: 3 clusters Score -1658356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1658364.875000 Penalty: 3103.201172
	Iteration 32Q: 3 clusters Score -1658365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1658369.000000 Penalty: 3103.201172
	Iteration 33Q: 3 clusters Score -1658369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1658367.625000 Penalty: 3103.201172
	Iteration 34Q: 3 clusters Score -1658368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1658368.125000 Penalty: 3103.201172
	Iteration 35Q: 3 clusters Score -1658368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1658370.625000 Penalty: 3103.201172
	Iteration 36Q: 3 clusters Score -1658371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1658372.375000 Penalty: 3103.201172
	Iteration 37Q: 3 clusters Score -1658372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1658372.000000 Penalty: 3103.201172
	Iteration 38Q: 3 clusters Score -1658372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1658378.250000 Penalty: 3103.201172
	Iteration 39F: 3 clusters Score -1658378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1658386.500000 Penalty: 3103.201172
	Iteration 40F: 3 clusters Score -1658386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1658395.500000 Penalty: 3103.201172
	Iteration 41Q: 3 clusters Score -1658396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1658396.750000 Penalty: 3103.201172
	Iteration 42Q: 3 clusters Score -1658397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1658400.375000 Penalty: 3103.201172
	Iteration 43Q: 3 clusters Score -1658400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1658406.625000 Penalty: 3103.201172
	Iteration 44Q: 3 clusters Score -1658407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1658407.750000 Penalty: 3103.201172
	Iteration 45Q: 3 clusters Score -1658408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1658412.250000 Penalty: 3103.201172
	Iteration 46Q: 3 clusters Score -1658412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1658415.625000 Penalty: 3103.201172
	Iteration 47Q: 3 clusters Score -1658416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1658415.000000 Penalty: 3103.201172
	Iteration 48Q: 3 clusters Score -1658415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1658415.375000 Penalty: 3103.201172
	Iteration 49Q: 3 clusters Score -1658415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1658417.125000 Penalty: 3103.201172
	Iteration 50Q: 3 clusters Score -1658417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1658419.125000 Penalty: 3103.201172
	Iteration 51Q: 3 clusters Score -1658419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1658420.750000 Penalty: 3103.201172
	Iteration 52Q: 3 clusters Score -1658421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1658420.750000 Penalty: 3103.201172
	Iteration 53F: 3 clusters Score -1658421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Entering Unmasked Estep 
Score: -9711811.000000 Penalty: 1823.496460
	Iteration 0F: 2 clusters Score -9711811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -9662819.000000 Penalty: 3646.992920
	Iteration 0F: 3 clusters Score -9662819 nChanged 35579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -9682803.000000 Penalty: 3646.992920
	Iteration 1F: 3 clusters Score -9682803 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -9683385.000000 Penalty: 3646.992920
	Iteration 2Q: 3 clusters Score -9683385 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -9683967.000000 Penalty: 3646.992920
	Iteration 3Q: 3 clusters Score -9683967 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -9684743.000000 Penalty: 3646.992920
	Iteration 4Q: 3 clusters Score -9684743 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -9685908.000000 Penalty: 3646.992920
	Iteration 5Q: 3 clusters Score -9685908 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -9687607.000000 Penalty: 3646.992920
	Iteration 6Q: 3 clusters Score -9687607 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -9690326.000000 Penalty: 3646.992920
	Iteration 7F: 3 clusters Score -9690326 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -9693896.000000 Penalty: 3646.992920
	Iteration 8F: 3 clusters Score -9693896 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -9697787.000000 Penalty: 3646.992920
	Iteration 9F: 3 clusters Score -9697787 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -9701058.000000 Penalty: 3646.992920
	Iteration 10F: 3 clusters Score -9701058 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -9703393.000000 Penalty: 3646.992920
	Iteration 11Q: 3 clusters Score -9703393 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -9705161.000000 Penalty: 3646.992920
	Iteration 12Q: 3 clusters Score -9705161 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -9706495.000000 Penalty: 3646.992920
	Iteration 13Q: 3 clusters Score -9706495 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -9707533.000000 Penalty: 3646.992920
	Iteration 14Q: 3 clusters Score -9707533 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -9708429.000000 Penalty: 3646.992920
	Iteration 15Q: 3 clusters Score -9708429 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -9709247.000000 Penalty: 3646.992920
	Iteration 16Q: 3 clusters Score -9709247 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9709881.000000 Penalty: 3646.992920
	Iteration 17Q: 3 clusters Score -9709881 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9710389.000000 Penalty: 3646.992920
	Iteration 18Q: 3 clusters Score -9710389 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9710738.000000 Penalty: 3646.992920
	Iteration 19Q: 3 clusters Score -9710738 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9710947.000000 Penalty: 3646.992920
	Iteration 20F: 3 clusters Score -9710947 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9711043.000000 Penalty: 3646.992920
	Iteration 21Q: 3 clusters Score -9711043 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9711100.000000 Penalty: 3646.992920
	Iteration 22Q: 3 clusters Score -9711100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9711142.000000 Penalty: 3646.992920
	Iteration 23Q: 3 clusters Score -9711142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9711167.000000 Penalty: 3646.992920
	Iteration 24Q: 3 clusters Score -9711167 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9711197.000000 Penalty: 3646.992920
	Iteration 25Q: 3 clusters Score -9711197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9711216.000000 Penalty: 3646.992920
	Iteration 26Q: 3 clusters Score -9711216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9711223.000000 Penalty: 3646.992920
	Iteration 27Q: 3 clusters Score -9711223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9711227.000000 Penalty: 3646.992920
	Iteration 28Q: 3 clusters Score -9711227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9711253.000000 Penalty: 3646.992920
	Iteration 29Q: 3 clusters Score -9711253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9711255.000000 Penalty: 3646.992920
	Iteration 30Q: 3 clusters Score -9711255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9711263.000000 Penalty: 3646.992920
	Iteration 31Q: 3 clusters Score -9711263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9711251.000000 Penalty: 3646.992920
	Iteration 32Q: 3 clusters Score -9711251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9711251.000000 Penalty: 3646.992920
	Iteration 33Q: 3 clusters Score -9711251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9711264.000000 Penalty: 3646.992920
	Iteration 34Q: 3 clusters Score -9711264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9711266.000000 Penalty: 3646.992920
	Iteration 35Q: 3 clusters Score -9711266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9711266.000000 Penalty: 3646.992920
	Iteration 36Q: 3 clusters Score -9711266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9711271.000000 Penalty: 3646.992920
	Iteration 37Q: 3 clusters Score -9711271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9711267.000000 Penalty: 3646.992920
	Iteration 38Q: 3 clusters Score -9711267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9711251.000000 Penalty: 3646.992920
	Iteration 39Q: 3 clusters Score -9711251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9711259.000000 Penalty: 3646.992920
	Iteration 40F: 3 clusters Score -9711259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9711257.000000 Penalty: 3646.992920
	Iteration 41Q: 3 clusters Score -9711257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9711260.000000 Penalty: 3646.992920
	Iteration 42Q: 3 clusters Score -9711260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9711258.000000 Penalty: 3646.992920
	Iteration 43Q: 3 clusters Score -9711258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9711258.000000 Penalty: 3646.992920
	Iteration 44F: 3 clusters Score -9711258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Entering Unmasked Estep 
Score: -13340696.000000 Penalty: 1872.706909
	Iteration 0F: 2 clusters Score -1.33407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -13282611.000000 Penalty: 3745.413818
	Iteration 0F: 3 clusters Score -1.328261e+07 nChanged 48599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -13311414.000000 Penalty: 3745.413818
	Iteration 1F: 3 clusters Score -1.331141e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -13313106.000000 Penalty: 3745.413818
	Iteration 2Q: 3 clusters Score -1.331311e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -13315609.000000 Penalty: 3745.413818
	Iteration 3Q: 3 clusters Score -1.331561e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -13319110.000000 Penalty: 3745.413818
	Iteration 4F: 3 clusters Score -1.331911e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -13323394.000000 Penalty: 3745.413818
	Iteration 5F: 3 clusters Score -1.332339e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -13328335.000000 Penalty: 3745.413818
	Iteration 6F: 3 clusters Score -1.332834e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -13333325.000000 Penalty: 3745.413818
	Iteration 7F: 3 clusters Score -1.333332e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -13336129.000000 Penalty: 3745.413818
	Iteration 8F: 3 clusters Score -1.333613e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -13337279.000000 Penalty: 3745.413818
	Iteration 9Q: 3 clusters Score -1.333728e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -13337859.000000 Penalty: 3745.413818
	Iteration 10Q: 3 clusters Score -1.333786e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -13338179.000000 Penalty: 3745.413818
	Iteration 11Q: 3 clusters Score -1.333818e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -13338657.000000 Penalty: 3745.413818
	Iteration 12Q: 3 clusters Score -1.333866e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -13338950.000000 Penalty: 3745.413818
	Iteration 13Q: 3 clusters Score -1.333895e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -13339319.000000 Penalty: 3745.413818
	Iteration 14Q: 3 clusters Score -1.333932e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -13339591.000000 Penalty: 3745.413818
	Iteration 15Q: 3 clusters Score -1.333959e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -13339977.000000 Penalty: 3745.413818
	Iteration 16Q: 3 clusters Score -1.333998e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -13340252.000000 Penalty: 3745.413818
	Iteration 17Q: 3 clusters Score -1.334025e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -13340657.000000 Penalty: 3745.413818
	Iteration 18Q: 3 clusters Score -1.334066e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -13340923.000000 Penalty: 3745.413818
	Iteration 19Q: 3 clusters Score -1.334092e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -13341324.000000 Penalty: 3745.413818
	Iteration 20F: 3 clusters Score -1.334132e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -13341625.000000 Penalty: 3745.413818
	Iteration 21Q: 3 clusters Score -1.334162e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -13341907.000000 Penalty: 3745.413818
	Iteration 22Q: 3 clusters Score -1.334191e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -13342147.000000 Penalty: 3745.413818
	Iteration 23Q: 3 clusters Score -1.334215e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -13342451.000000 Penalty: 3745.413818
	Iteration 24Q: 3 clusters Score -1.334245e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -13342698.000000 Penalty: 3745.413818
	Iteration 25Q: 3 clusters Score -1.33427e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -13342942.000000 Penalty: 3745.413818
	Iteration 26Q: 3 clusters Score -1.334294e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -13343124.000000 Penalty: 3745.413818
	Iteration 27Q: 3 clusters Score -1.334312e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -13343325.000000 Penalty: 3745.413818
	Iteration 28Q: 3 clusters Score -1.334332e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -13343450.000000 Penalty: 3745.413818
	Iteration 29Q: 3 clusters Score -1.334345e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -13343618.000000 Penalty: 3745.413818
	Iteration 30Q: 3 clusters Score -1.334362e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -13343727.000000 Penalty: 3745.413818
	Iteration 31Q: 3 clusters Score -1.334373e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -13343903.000000 Penalty: 3745.413818
	Iteration 32Q: 3 clusters Score -1.33439e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -13344080.000000 Penalty: 3745.413818
	Iteration 33Q: 3 clusters Score -1.334408e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -13344237.000000 Penalty: 3745.413818
	Iteration 34Q: 3 clusters Score -1.334424e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -13344373.000000 Penalty: 3745.413818
	Iteration 35Q: 3 clusters Score -1.334437e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -13344528.000000 Penalty: 3745.413818
	Iteration 36Q: 3 clusters Score -1.334453e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -13344650.000000 Penalty: 3745.413818
	Iteration 37Q: 3 clusters Score -1.334465e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -13344782.000000 Penalty: 3745.413818
	Iteration 38Q: 3 clusters Score -1.334478e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -13344967.000000 Penalty: 3745.413818
	Iteration 39Q: 3 clusters Score -1.334497e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -13345144.000000 Penalty: 3745.413818
	Iteration 40F: 3 clusters Score -1.334514e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -13345291.000000 Penalty: 3745.413818
	Iteration 41Q: 3 clusters Score -1.334529e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -13345426.000000 Penalty: 3745.413818
	Iteration 42Q: 3 clusters Score -1.334543e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -13345553.000000 Penalty: 3745.413818
	Iteration 43Q: 3 clusters Score -1.334555e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -13345665.000000 Penalty: 3745.413818
	Iteration 44Q: 3 clusters Score -1.334566e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -13345705.000000 Penalty: 3745.413818
	Iteration 45Q: 3 clusters Score -1.33457e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -13345772.000000 Penalty: 3745.413818
	Iteration 46Q: 3 clusters Score -1.334577e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -13345772.000000 Penalty: 3745.413818
	Iteration 47Q: 3 clusters Score -1.334577e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -13345826.000000 Penalty: 3745.413818
	Iteration 48Q: 3 clusters Score -1.334583e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -13345847.000000 Penalty: 3745.413818
	Iteration 49Q: 3 clusters Score -1.334585e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -13345879.000000 Penalty: 3745.413818
	Iteration 50Q: 3 clusters Score -1.334588e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -13345922.000000 Penalty: 3745.413818
	Iteration 51Q: 3 clusters Score -1.334592e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -13345913.000000 Penalty: 3745.413818
	Iteration 52Q: 3 clusters Score -1.334591e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -13345890.000000 Penalty: 3745.413818
	Iteration 53Q: 3 clusters Score -1.334589e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -13345866.000000 Penalty: 3745.413818
	Iteration 54Q: 3 clusters Score -1.334587e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -13345879.000000 Penalty: 3745.413818
	Iteration 55Q: 3 clusters Score -1.334588e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -13345866.000000 Penalty: 3745.413818
	Iteration 56Q: 3 clusters Score -1.334587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -13345855.000000 Penalty: 3745.413818
	Iteration 57Q: 3 clusters Score -1.334586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -13345867.000000 Penalty: 3745.413818
	Iteration 58Q: 3 clusters Score -1.334587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -13345863.000000 Penalty: 3745.413818
	Iteration 59Q: 3 clusters Score -1.334586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -13345868.000000 Penalty: 3745.413818
	Iteration 60F: 3 clusters Score -1.334587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -13345871.000000 Penalty: 3745.413818
	Iteration 61Q: 3 clusters Score -1.334587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -13345867.000000 Penalty: 3745.413818
	Iteration 62Q: 3 clusters Score -1.334587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -13345850.000000 Penalty: 3745.413818
	Iteration 63Q: 3 clusters Score -1.334585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -13345855.000000 Penalty: 3745.413818
	Iteration 64Q: 3 clusters Score -1.334586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -13345861.000000 Penalty: 3745.413818
	Iteration 65Q: 3 clusters Score -1.334586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -13345872.000000 Penalty: 3745.413818
	Iteration 66Q: 3 clusters Score -1.334587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -13345872.000000 Penalty: 3745.413818
	Iteration 67Q: 3 clusters Score -1.334587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -13345866.000000 Penalty: 3745.413818
	Iteration 68Q: 3 clusters Score -1.334587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -13345877.000000 Penalty: 3745.413818
	Iteration 69Q: 3 clusters Score -1.334588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -13345875.000000 Penalty: 3745.413818
	Iteration 70Q: 3 clusters Score -1.334588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -13345879.000000 Penalty: 3745.413818
	Iteration 71Q: 3 clusters Score -1.334588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -13345879.000000 Penalty: 3745.413818
	Iteration 72F: 3 clusters Score -1.334588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 6392 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 110918 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 89480 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Mstep: Class 32 contains 58416 members 
Entering Unmasked Estep 
Score: -127699000.000000 Penalty: 71843.617188
Splitting cluster 5 changes total score from -127678904.000000 to -127699000.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 6 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -18251.035156 Penalty: 880.836975
	Iteration 0F: 2 clusters Score -18251.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17840.564453 Penalty: 1761.673950
	Iteration 0F: 3 clusters Score -17840.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18172.029297 Penalty: 1761.673950
	Iteration 1F: 3 clusters Score -18172.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18268.052734 Penalty: 1761.673950
	Iteration 2Q: 3 clusters Score -18268.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18281.578125 Penalty: 1761.673950
	Iteration 3Q: 3 clusters Score -18281.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18281.578125 Penalty: 1761.673950
	Iteration 4F: 3 clusters Score -18281.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 6392 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 110918 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 89480 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Mstep: Class 32 contains 58416 members 
Mstep: Class 33 contains 68 members 
Entering Unmasked Estep 
Score: -127697752.000000 Penalty: 74088.726562
Splitting cluster 6 changes total score from -127678904.000000 to -127697752.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -1085899.000000 Penalty: 1468.888672
	Iteration 0F: 2 clusters Score -1085899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1079791.875000 Penalty: 2937.777344
	Iteration 0F: 3 clusters Score -1079792 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1081673.875000 Penalty: 2937.777344
	Iteration 1F: 3 clusters Score -1081674 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1081877.500000 Penalty: 2937.777344
	Iteration 2F: 3 clusters Score -1081878 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1082065.125000 Penalty: 2937.777344
	Iteration 3Q: 3 clusters Score -1082065 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1082236.500000 Penalty: 2937.777344
	Iteration 4Q: 3 clusters Score -1082236 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1082424.250000 Penalty: 2937.777344
	Iteration 5Q: 3 clusters Score -1082424 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1082653.750000 Penalty: 2937.777344
	Iteration 6F: 3 clusters Score -1082654 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1082921.375000 Penalty: 2937.777344
	Iteration 7F: 3 clusters Score -1082921 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1083172.625000 Penalty: 2937.777344
	Iteration 8Q: 3 clusters Score -1083173 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1083430.375000 Penalty: 2937.777344
	Iteration 9Q: 3 clusters Score -1083430 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1083697.625000 Penalty: 2937.777344
	Iteration 10Q: 3 clusters Score -1083698 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1083951.750000 Penalty: 2937.777344
	Iteration 11Q: 3 clusters Score -1083952 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1084152.125000 Penalty: 2937.777344
	Iteration 12Q: 3 clusters Score -1084152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1084327.125000 Penalty: 2937.777344
	Iteration 13Q: 3 clusters Score -1084327 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1084430.000000 Penalty: 2937.777344
	Iteration 14Q: 3 clusters Score -1084430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1084507.750000 Penalty: 2937.777344
	Iteration 15Q: 3 clusters Score -1084508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1084555.625000 Penalty: 2937.777344
	Iteration 16Q: 3 clusters Score -1084556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1084585.750000 Penalty: 2937.777344
	Iteration 17Q: 3 clusters Score -1084586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1084607.875000 Penalty: 2937.777344
	Iteration 18Q: 3 clusters Score -1084608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1084633.375000 Penalty: 2937.777344
	Iteration 19Q: 3 clusters Score -1084633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1084645.500000 Penalty: 2937.777344
	Iteration 20F: 3 clusters Score -1084646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1084654.625000 Penalty: 2937.777344
	Iteration 21Q: 3 clusters Score -1084655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1084660.250000 Penalty: 2937.777344
	Iteration 22Q: 3 clusters Score -1084660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1084663.125000 Penalty: 2937.777344
	Iteration 23Q: 3 clusters Score -1084663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1084664.500000 Penalty: 2937.777344
	Iteration 24Q: 3 clusters Score -1084664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1084664.500000 Penalty: 2937.777344
	Iteration 25F: 3 clusters Score -1084664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Entering Unmasked Estep 
Score: -3253675.500000 Penalty: 1650.973022
	Iteration 0F: 2 clusters Score -3253676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3236282.250000 Penalty: 3301.946045
	Iteration 0F: 3 clusters Score -3236282 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3242685.000000 Penalty: 3301.946045
	Iteration 1F: 3 clusters Score -3242685 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3243109.000000 Penalty: 3301.946045
	Iteration 2Q: 3 clusters Score -3243109 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3243602.750000 Penalty: 3301.946045
	Iteration 3Q: 3 clusters Score -3243603 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3244219.750000 Penalty: 3301.946045
	Iteration 4F: 3 clusters Score -3244220 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3245170.250000 Penalty: 3301.946045
	Iteration 5F: 3 clusters Score -3245170 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3246644.250000 Penalty: 3301.946045
	Iteration 6F: 3 clusters Score -3246644 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3248461.750000 Penalty: 3301.946045
	Iteration 7F: 3 clusters Score -3248462 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3250262.500000 Penalty: 3301.946045
	Iteration 8F: 3 clusters Score -3250262 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3251453.750000 Penalty: 3301.946045
	Iteration 9Q: 3 clusters Score -3251454 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3251941.000000 Penalty: 3301.946045
	Iteration 10Q: 3 clusters Score -3251941 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3252144.250000 Penalty: 3301.946045
	Iteration 11Q: 3 clusters Score -3252144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3252229.250000 Penalty: 3301.946045
	Iteration 12Q: 3 clusters Score -3252229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3252257.500000 Penalty: 3301.946045
	Iteration 13Q: 3 clusters Score -3252258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3252270.500000 Penalty: 3301.946045
	Iteration 14Q: 3 clusters Score -3252270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3252273.500000 Penalty: 3301.946045
	Iteration 15Q: 3 clusters Score -3252274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3252277.500000 Penalty: 3301.946045
	Iteration 16Q: 3 clusters Score -3252278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3252278.000000 Penalty: 3301.946045
	Iteration 17Q: 3 clusters Score -3252278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3252281.000000 Penalty: 3301.946045
	Iteration 18Q: 3 clusters Score -3252281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3252283.250000 Penalty: 3301.946045
	Iteration 19Q: 3 clusters Score -3252283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3252285.500000 Penalty: 3301.946045
	Iteration 20F: 3 clusters Score -3252286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3252286.000000 Penalty: 3301.946045
	Iteration 21Q: 3 clusters Score -3252286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3252286.000000 Penalty: 3301.946045
	Iteration 22F: 3 clusters Score -3252286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Entering Unmasked Estep 
Score: -10802437.000000 Penalty: 1843.768677
	Iteration 0F: 2 clusters Score -1.080244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -10746094.000000 Penalty: 3687.537354
	Iteration 0F: 3 clusters Score -1.074609e+07 nChanged 40145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -10770181.000000 Penalty: 3687.537354
	Iteration 1F: 3 clusters Score -1.077018e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -10771810.000000 Penalty: 3687.537354
	Iteration 2Q: 3 clusters Score -1.077181e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -10773955.000000 Penalty: 3687.537354
	Iteration 3F: 3 clusters Score -1.077396e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -10776355.000000 Penalty: 3687.537354
	Iteration 4F: 3 clusters Score -1.077636e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -10778945.000000 Penalty: 3687.537354
	Iteration 5F: 3 clusters Score -1.077894e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -10781412.000000 Penalty: 3687.537354
	Iteration 6F: 3 clusters Score -1.078141e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -10783560.000000 Penalty: 3687.537354
	Iteration 7F: 3 clusters Score -1.078356e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -10785786.000000 Penalty: 3687.537354
	Iteration 8Q: 3 clusters Score -1.078579e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -10787760.000000 Penalty: 3687.537354
	Iteration 9Q: 3 clusters Score -1.078776e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -10789570.000000 Penalty: 3687.537354
	Iteration 10Q: 3 clusters Score -1.078957e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -10790778.000000 Penalty: 3687.537354
	Iteration 11Q: 3 clusters Score -1.079078e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -10791208.000000 Penalty: 3687.537354
	Iteration 12Q: 3 clusters Score -1.079121e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -10791440.000000 Penalty: 3687.537354
	Iteration 13Q: 3 clusters Score -1.079144e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -10791547.000000 Penalty: 3687.537354
	Iteration 14Q: 3 clusters Score -1.079155e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -10791650.000000 Penalty: 3687.537354
	Iteration 15Q: 3 clusters Score -1.079165e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -10791701.000000 Penalty: 3687.537354
	Iteration 16Q: 3 clusters Score -1.07917e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -10791763.000000 Penalty: 3687.537354
	Iteration 17Q: 3 clusters Score -1.079176e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -10791833.000000 Penalty: 3687.537354
	Iteration 18Q: 3 clusters Score -1.079183e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -10791901.000000 Penalty: 3687.537354
	Iteration 19Q: 3 clusters Score -1.07919e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -10791953.000000 Penalty: 3687.537354
	Iteration 20F: 3 clusters Score -1.079195e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -10792009.000000 Penalty: 3687.537354
	Iteration 21Q: 3 clusters Score -1.079201e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -10792054.000000 Penalty: 3687.537354
	Iteration 22Q: 3 clusters Score -1.079205e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -10792072.000000 Penalty: 3687.537354
	Iteration 23Q: 3 clusters Score -1.079207e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -10792153.000000 Penalty: 3687.537354
	Iteration 24Q: 3 clusters Score -1.079215e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -10792253.000000 Penalty: 3687.537354
	Iteration 25Q: 3 clusters Score -1.079225e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -10792288.000000 Penalty: 3687.537354
	Iteration 26Q: 3 clusters Score -1.079229e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -10792357.000000 Penalty: 3687.537354
	Iteration 27Q: 3 clusters Score -1.079236e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -10792385.000000 Penalty: 3687.537354
	Iteration 28Q: 3 clusters Score -1.079238e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -10792439.000000 Penalty: 3687.537354
	Iteration 29Q: 3 clusters Score -1.079244e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -10792537.000000 Penalty: 3687.537354
	Iteration 30Q: 3 clusters Score -1.079254e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -10792632.000000 Penalty: 3687.537354
	Iteration 31Q: 3 clusters Score -1.079263e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -10792728.000000 Penalty: 3687.537354
	Iteration 32Q: 3 clusters Score -1.079273e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -10792803.000000 Penalty: 3687.537354
	Iteration 33Q: 3 clusters Score -1.07928e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -10792865.000000 Penalty: 3687.537354
	Iteration 34Q: 3 clusters Score -1.079286e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -10793004.000000 Penalty: 3687.537354
	Iteration 35Q: 3 clusters Score -1.0793e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -10793179.000000 Penalty: 3687.537354
	Iteration 36Q: 3 clusters Score -1.079318e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -10793278.000000 Penalty: 3687.537354
	Iteration 37Q: 3 clusters Score -1.079328e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -10793378.000000 Penalty: 3687.537354
	Iteration 38Q: 3 clusters Score -1.079338e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -10793585.000000 Penalty: 3687.537354
	Iteration 39Q: 3 clusters Score -1.079358e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -10793731.000000 Penalty: 3687.537354
	Iteration 40F: 3 clusters Score -1.079373e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -10793858.000000 Penalty: 3687.537354
	Iteration 41Q: 3 clusters Score -1.079386e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -10794075.000000 Penalty: 3687.537354
	Iteration 42Q: 3 clusters Score -1.079408e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -10794345.000000 Penalty: 3687.537354
	Iteration 43Q: 3 clusters Score -1.079434e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -10794532.000000 Penalty: 3687.537354
	Iteration 44Q: 3 clusters Score -1.079453e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -10794743.000000 Penalty: 3687.537354
	Iteration 45Q: 3 clusters Score -1.079474e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -10794925.000000 Penalty: 3687.537354
	Iteration 46Q: 3 clusters Score -1.079492e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -10795110.000000 Penalty: 3687.537354
	Iteration 47Q: 3 clusters Score -1.079511e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -10795324.000000 Penalty: 3687.537354
	Iteration 48Q: 3 clusters Score -1.079532e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -10795540.000000 Penalty: 3687.537354
	Iteration 49Q: 3 clusters Score -1.079554e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -10795788.000000 Penalty: 3687.537354
	Iteration 50Q: 3 clusters Score -1.079579e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -10796046.000000 Penalty: 3687.537354
	Iteration 51Q: 3 clusters Score -1.079605e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -10796222.000000 Penalty: 3687.537354
	Iteration 52Q: 3 clusters Score -1.079622e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -10796485.000000 Penalty: 3687.537354
	Iteration 53Q: 3 clusters Score -1.079648e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -10796779.000000 Penalty: 3687.537354
	Iteration 54Q: 3 clusters Score -1.079678e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -10797043.000000 Penalty: 3687.537354
	Iteration 55Q: 3 clusters Score -1.079704e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -10797311.000000 Penalty: 3687.537354
	Iteration 56Q: 3 clusters Score -1.079731e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -10797679.000000 Penalty: 3687.537354
	Iteration 57Q: 3 clusters Score -1.079768e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -10797952.000000 Penalty: 3687.537354
	Iteration 58Q: 3 clusters Score -1.079795e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -10798213.000000 Penalty: 3687.537354
	Iteration 59Q: 3 clusters Score -1.079821e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -10798485.000000 Penalty: 3687.537354
	Iteration 60F: 3 clusters Score -1.079848e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10798750.000000 Penalty: 3687.537354
	Iteration 61Q: 3 clusters Score -1.079875e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -10799019.000000 Penalty: 3687.537354
	Iteration 62Q: 3 clusters Score -1.079902e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -10799279.000000 Penalty: 3687.537354
	Iteration 63Q: 3 clusters Score -1.079928e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -10799501.000000 Penalty: 3687.537354
	Iteration 64Q: 3 clusters Score -1.07995e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -10799718.000000 Penalty: 3687.537354
	Iteration 65Q: 3 clusters Score -1.079972e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -10799911.000000 Penalty: 3687.537354
	Iteration 66Q: 3 clusters Score -1.079991e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -10800073.000000 Penalty: 3687.537354
	Iteration 67Q: 3 clusters Score -1.080007e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -10800252.000000 Penalty: 3687.537354
	Iteration 68Q: 3 clusters Score -1.080025e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -10800376.000000 Penalty: 3687.537354
	Iteration 69Q: 3 clusters Score -1.080038e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -10800492.000000 Penalty: 3687.537354
	Iteration 70Q: 3 clusters Score -1.080049e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -10800571.000000 Penalty: 3687.537354
	Iteration 71Q: 3 clusters Score -1.080057e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10800659.000000 Penalty: 3687.537354
	Iteration 72Q: 3 clusters Score -1.080066e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -10800687.000000 Penalty: 3687.537354
	Iteration 73Q: 3 clusters Score -1.080069e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -10800761.000000 Penalty: 3687.537354
	Iteration 74Q: 3 clusters Score -1.080076e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -10800818.000000 Penalty: 3687.537354
	Iteration 75Q: 3 clusters Score -1.080082e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -10800865.000000 Penalty: 3687.537354
	Iteration 76Q: 3 clusters Score -1.080086e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -10800936.000000 Penalty: 3687.537354
	Iteration 77Q: 3 clusters Score -1.080094e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -10800959.000000 Penalty: 3687.537354
	Iteration 78Q: 3 clusters Score -1.080096e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -10800992.000000 Penalty: 3687.537354
	Iteration 79Q: 3 clusters Score -1.080099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -10801000.000000 Penalty: 3687.537354
	Iteration 80F: 3 clusters Score -1.0801e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -10801015.000000 Penalty: 3687.537354
	Iteration 81Q: 3 clusters Score -1.080102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -10801038.000000 Penalty: 3687.537354
	Iteration 82Q: 3 clusters Score -1.080104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -10801065.000000 Penalty: 3687.537354
	Iteration 83Q: 3 clusters Score -1.080106e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -10801075.000000 Penalty: 3687.537354
	Iteration 84Q: 3 clusters Score -1.080108e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -10801082.000000 Penalty: 3687.537354
	Iteration 85Q: 3 clusters Score -1.080108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -10801100.000000 Penalty: 3687.537354
	Iteration 86Q: 3 clusters Score -1.08011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -10801099.000000 Penalty: 3687.537354
	Iteration 87Q: 3 clusters Score -1.08011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -10801102.000000 Penalty: 3687.537354
	Iteration 88Q: 3 clusters Score -1.08011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -10801120.000000 Penalty: 3687.537354
	Iteration 89Q: 3 clusters Score -1.080112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -10801124.000000 Penalty: 3687.537354
	Iteration 90Q: 3 clusters Score -1.080112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -10801126.000000 Penalty: 3687.537354
	Iteration 91Q: 3 clusters Score -1.080113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -10801128.000000 Penalty: 3687.537354
	Iteration 92Q: 3 clusters Score -1.080113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10801130.000000 Penalty: 3687.537354
	Iteration 93Q: 3 clusters Score -1.080113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -10801130.000000 Penalty: 3687.537354
	Iteration 94Q: 3 clusters Score -1.080113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -10801131.000000 Penalty: 3687.537354
	Iteration 95Q: 3 clusters Score -1.080113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -10801126.000000 Penalty: 3687.537354
	Iteration 96Q: 3 clusters Score -1.080113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -10801134.000000 Penalty: 3687.537354
	Iteration 97Q: 3 clusters Score -1.080113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -10801140.000000 Penalty: 3687.537354
	Iteration 98Q: 3 clusters Score -1.080114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -10801145.000000 Penalty: 3687.537354
	Iteration 99Q: 3 clusters Score -1.080114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -10801154.000000 Penalty: 3687.537354
	Iteration 100F: 3 clusters Score -1.080115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -10801147.000000 Penalty: 3687.537354
	Iteration 101Q: 3 clusters Score -1.080115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -10801157.000000 Penalty: 3687.537354
	Iteration 102Q: 3 clusters Score -1.080116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -10801162.000000 Penalty: 3687.537354
	Iteration 103Q: 3 clusters Score -1.080116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -10801161.000000 Penalty: 3687.537354
	Iteration 104Q: 3 clusters Score -1.080116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -10801162.000000 Penalty: 3687.537354
	Iteration 105Q: 3 clusters Score -1.080116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -10801161.000000 Penalty: 3687.537354
	Iteration 106Q: 3 clusters Score -1.080116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -10801162.000000 Penalty: 3687.537354
	Iteration 107Q: 3 clusters Score -1.080116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -10801157.000000 Penalty: 3687.537354
	Iteration 108Q: 3 clusters Score -1.080116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -10801167.000000 Penalty: 3687.537354
	Iteration 109Q: 3 clusters Score -1.080117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -10801168.000000 Penalty: 3687.537354
	Iteration 110Q: 3 clusters Score -1.080117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -10801167.000000 Penalty: 3687.537354
	Iteration 111Q: 3 clusters Score -1.080117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -10801173.000000 Penalty: 3687.537354
	Iteration 112Q: 3 clusters Score -1.080117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -10801173.000000 Penalty: 3687.537354
	Iteration 113Q: 3 clusters Score -1.080117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -10801185.000000 Penalty: 3687.537354
	Iteration 114Q: 3 clusters Score -1.080118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -10801184.000000 Penalty: 3687.537354
	Iteration 115Q: 3 clusters Score -1.080118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -10801178.000000 Penalty: 3687.537354
	Iteration 116Q: 3 clusters Score -1.080118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -10801178.000000 Penalty: 3687.537354
	Iteration 117Q: 3 clusters Score -1.080118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -10801178.000000 Penalty: 3687.537354
	Iteration 118F: 3 clusters Score -1.080118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -993820.375000 Penalty: 1457.157349
	Iteration 0F: 2 clusters Score -993820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -987975.687500 Penalty: 2914.314697
	Iteration 0F: 3 clusters Score -987975.7 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -989896.125000 Penalty: 2914.314697
	Iteration 1F: 3 clusters Score -989896.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -990221.812500 Penalty: 2914.314697
	Iteration 2F: 3 clusters Score -990221.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -990492.625000 Penalty: 2914.314697
	Iteration 3F: 3 clusters Score -990492.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -990721.437500 Penalty: 2914.314697
	Iteration 4F: 3 clusters Score -990721.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -990909.937500 Penalty: 2914.314697
	Iteration 5Q: 3 clusters Score -990909.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -991069.000000 Penalty: 2914.314697
	Iteration 6Q: 3 clusters Score -991069 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -991217.312500 Penalty: 2914.314697
	Iteration 7Q: 3 clusters Score -991217.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -991361.812500 Penalty: 2914.314697
	Iteration 8Q: 3 clusters Score -991361.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -991514.500000 Penalty: 2914.314697
	Iteration 9Q: 3 clusters Score -991514.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -991653.687500 Penalty: 2914.314697
	Iteration 10Q: 3 clusters Score -991653.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -991796.375000 Penalty: 2914.314697
	Iteration 11Q: 3 clusters Score -991796.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -991907.187500 Penalty: 2914.314697
	Iteration 12Q: 3 clusters Score -991907.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -991988.812500 Penalty: 2914.314697
	Iteration 13Q: 3 clusters Score -991988.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -992055.437500 Penalty: 2914.314697
	Iteration 14Q: 3 clusters Score -992055.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -992110.500000 Penalty: 2914.314697
	Iteration 15Q: 3 clusters Score -992110.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -992165.437500 Penalty: 2914.314697
	Iteration 16Q: 3 clusters Score -992165.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -992225.875000 Penalty: 2914.314697
	Iteration 17Q: 3 clusters Score -992225.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -992300.750000 Penalty: 2914.314697
	Iteration 18Q: 3 clusters Score -992300.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -992381.687500 Penalty: 2914.314697
	Iteration 19Q: 3 clusters Score -992381.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -992464.312500 Penalty: 2914.314697
	Iteration 20F: 3 clusters Score -992464.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -992528.750000 Penalty: 2914.314697
	Iteration 21Q: 3 clusters Score -992528.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -992568.000000 Penalty: 2914.314697
	Iteration 22Q: 3 clusters Score -992568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -992594.312500 Penalty: 2914.314697
	Iteration 23Q: 3 clusters Score -992594.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -992611.750000 Penalty: 2914.314697
	Iteration 24Q: 3 clusters Score -992611.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -992622.750000 Penalty: 2914.314697
	Iteration 25Q: 3 clusters Score -992622.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -992634.562500 Penalty: 2914.314697
	Iteration 26Q: 3 clusters Score -992634.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -992642.812500 Penalty: 2914.314697
	Iteration 27Q: 3 clusters Score -992642.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -992648.312500 Penalty: 2914.314697
	Iteration 28Q: 3 clusters Score -992648.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -992655.875000 Penalty: 2914.314697
	Iteration 29Q: 3 clusters Score -992655.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -992660.937500 Penalty: 2914.314697
	Iteration 30Q: 3 clusters Score -992660.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -992664.500000 Penalty: 2914.314697
	Iteration 31Q: 3 clusters Score -992664.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -992670.062500 Penalty: 2914.314697
	Iteration 32Q: 3 clusters Score -992670.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -992674.750000 Penalty: 2914.314697
	Iteration 33Q: 3 clusters Score -992674.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -992677.187500 Penalty: 2914.314697
	Iteration 34Q: 3 clusters Score -992677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -992681.750000 Penalty: 2914.314697
	Iteration 35Q: 3 clusters Score -992681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -992687.062500 Penalty: 2914.314697
	Iteration 36Q: 3 clusters Score -992687.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -992693.750000 Penalty: 2914.314697
	Iteration 37Q: 3 clusters Score -992693.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -992702.500000 Penalty: 2914.314697
	Iteration 38Q: 3 clusters Score -992702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -992707.062500 Penalty: 2914.314697
	Iteration 39Q: 3 clusters Score -992707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -992712.500000 Penalty: 2914.314697
	Iteration 40F: 3 clusters Score -992712.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -992716.000000 Penalty: 2914.314697
	Iteration 41Q: 3 clusters Score -992716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -992722.625000 Penalty: 2914.314697
	Iteration 42Q: 3 clusters Score -992722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -992727.187500 Penalty: 2914.314697
	Iteration 43Q: 3 clusters Score -992727.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -992728.937500 Penalty: 2914.314697
	Iteration 44Q: 3 clusters Score -992728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -992734.000000 Penalty: 2914.314697
	Iteration 45Q: 3 clusters Score -992734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -992736.187500 Penalty: 2914.314697
	Iteration 46Q: 3 clusters Score -992736.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -992743.625000 Penalty: 2914.314697
	Iteration 47Q: 3 clusters Score -992743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -992757.250000 Penalty: 2914.314697
	Iteration 48Q: 3 clusters Score -992757.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -992767.000000 Penalty: 2914.314697
	Iteration 49Q: 3 clusters Score -992767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -992773.062500 Penalty: 2914.314697
	Iteration 50Q: 3 clusters Score -992773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -992776.062500 Penalty: 2914.314697
	Iteration 51Q: 3 clusters Score -992776.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -992782.000000 Penalty: 2914.314697
	Iteration 52Q: 3 clusters Score -992782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -992791.375000 Penalty: 2914.314697
	Iteration 53Q: 3 clusters Score -992791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -992803.250000 Penalty: 2914.314697
	Iteration 54Q: 3 clusters Score -992803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -992807.062500 Penalty: 2914.314697
	Iteration 55Q: 3 clusters Score -992807.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -992815.875000 Penalty: 2914.314697
	Iteration 56Q: 3 clusters Score -992815.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -992821.625000 Penalty: 2914.314697
	Iteration 57Q: 3 clusters Score -992821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -992828.750000 Penalty: 2914.314697
	Iteration 58Q: 3 clusters Score -992828.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -992835.500000 Penalty: 2914.314697
	Iteration 59Q: 3 clusters Score -992835.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -992839.000000 Penalty: 2914.314697
	Iteration 60F: 3 clusters Score -992839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -992843.125000 Penalty: 2914.314697
	Iteration 61Q: 3 clusters Score -992843.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -992851.687500 Penalty: 2914.314697
	Iteration 62Q: 3 clusters Score -992851.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -992856.812500 Penalty: 2914.314697
	Iteration 63Q: 3 clusters Score -992856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -992857.312500 Penalty: 2914.314697
	Iteration 64Q: 3 clusters Score -992857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -992858.875000 Penalty: 2914.314697
	Iteration 65Q: 3 clusters Score -992858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -992858.875000 Penalty: 2914.314697
	Iteration 66F: 3 clusters Score -992858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -200491.937500 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -200491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -198553.031250 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -198553 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199063.140625 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -199063.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199292.750000 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -199292.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199476.546875 Penalty: 2430.221436
	Iteration 3F: 3 clusters Score -199476.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -199644.875000 Penalty: 2430.221436
	Iteration 4F: 3 clusters Score -199644.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -199770.343750 Penalty: 2430.221436
	Iteration 5F: 3 clusters Score -199770.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -199862.718750 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -199862.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -199911.203125 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -199911.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -199939.531250 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -199939.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199964.828125 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -199964.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -199990.953125 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -199991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -200008.218750 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -200008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -200019.203125 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -200019.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -200045.562500 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -200045.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -200058.468750 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -200058.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -200066.953125 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -200067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -200070.765625 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -200070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -200073.203125 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -200073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -200076.781250 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -200076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -200079.828125 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -200079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -200080.093750 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -200080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Entering Unmasked Estep 
Score: -6497666.000000 Penalty: 1757.151001
	Iteration 0F: 2 clusters Score -6497666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -6464648.500000 Penalty: 3514.302002
	Iteration 0F: 3 clusters Score -6464648 nChanged 23260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -6477827.500000 Penalty: 3514.302002
	Iteration 1F: 3 clusters Score -6477828 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6478421.500000 Penalty: 3514.302002
	Iteration 2Q: 3 clusters Score -6478422 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -6479035.000000 Penalty: 3514.302002
	Iteration 3Q: 3 clusters Score -6479035 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -6479658.500000 Penalty: 3514.302002
	Iteration 4Q: 3 clusters Score -6479658 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6480449.500000 Penalty: 3514.302002
	Iteration 5Q: 3 clusters Score -6480450 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -6481497.000000 Penalty: 3514.302002
	Iteration 6Q: 3 clusters Score -6481497 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -6482804.500000 Penalty: 3514.302002
	Iteration 7F: 3 clusters Score -6482804 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -6484412.500000 Penalty: 3514.302002
	Iteration 8F: 3 clusters Score -6484412 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -6486330.500000 Penalty: 3514.302002
	Iteration 9F: 3 clusters Score -6486330 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -6488333.500000 Penalty: 3514.302002
	Iteration 10F: 3 clusters Score -6488334 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -6489960.000000 Penalty: 3514.302002
	Iteration 11Q: 3 clusters Score -6489960 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -6491158.000000 Penalty: 3514.302002
	Iteration 12Q: 3 clusters Score -6491158 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6491950.000000 Penalty: 3514.302002
	Iteration 13Q: 3 clusters Score -6491950 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -6492595.500000 Penalty: 3514.302002
	Iteration 14Q: 3 clusters Score -6492596 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6493078.500000 Penalty: 3514.302002
	Iteration 15Q: 3 clusters Score -6493078 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6493591.500000 Penalty: 3514.302002
	Iteration 16Q: 3 clusters Score -6493592 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6494031.500000 Penalty: 3514.302002
	Iteration 17Q: 3 clusters Score -6494032 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6494442.500000 Penalty: 3514.302002
	Iteration 18Q: 3 clusters Score -6494442 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6494732.500000 Penalty: 3514.302002
	Iteration 19Q: 3 clusters Score -6494732 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6495017.500000 Penalty: 3514.302002
	Iteration 20F: 3 clusters Score -6495018 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6495225.000000 Penalty: 3514.302002
	Iteration 21Q: 3 clusters Score -6495225 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6495427.500000 Penalty: 3514.302002
	Iteration 22Q: 3 clusters Score -6495428 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6495576.500000 Penalty: 3514.302002
	Iteration 23Q: 3 clusters Score -6495576 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6495710.000000 Penalty: 3514.302002
	Iteration 24Q: 3 clusters Score -6495710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6495825.000000 Penalty: 3514.302002
	Iteration 25Q: 3 clusters Score -6495825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6495914.000000 Penalty: 3514.302002
	Iteration 26Q: 3 clusters Score -6495914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6495966.000000 Penalty: 3514.302002
	Iteration 27Q: 3 clusters Score -6495966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6495990.500000 Penalty: 3514.302002
	Iteration 28Q: 3 clusters Score -6495990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6496018.000000 Penalty: 3514.302002
	Iteration 29Q: 3 clusters Score -6496018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6496034.500000 Penalty: 3514.302002
	Iteration 30Q: 3 clusters Score -6496034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6496060.500000 Penalty: 3514.302002
	Iteration 31Q: 3 clusters Score -6496060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6496073.500000 Penalty: 3514.302002
	Iteration 32Q: 3 clusters Score -6496074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6496086.500000 Penalty: 3514.302002
	Iteration 33Q: 3 clusters Score -6496086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6496094.000000 Penalty: 3514.302002
	Iteration 34Q: 3 clusters Score -6496094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6496098.000000 Penalty: 3514.302002
	Iteration 35Q: 3 clusters Score -6496098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6496098.500000 Penalty: 3514.302002
	Iteration 36Q: 3 clusters Score -6496098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6496113.500000 Penalty: 3514.302002
	Iteration 37Q: 3 clusters Score -6496114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6496114.000000 Penalty: 3514.302002
	Iteration 38Q: 3 clusters Score -6496114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6496117.000000 Penalty: 3514.302002
	Iteration 39Q: 3 clusters Score -6496117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6496119.000000 Penalty: 3514.302002
	Iteration 40F: 3 clusters Score -6496119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6496112.500000 Penalty: 3514.302002
	Iteration 41Q: 3 clusters Score -6496112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6496115.500000 Penalty: 3514.302002
	Iteration 42Q: 3 clusters Score -6496116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6496120.000000 Penalty: 3514.302002
	Iteration 43Q: 3 clusters Score -6496120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6496127.500000 Penalty: 3514.302002
	Iteration 44Q: 3 clusters Score -6496128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6496128.500000 Penalty: 3514.302002
	Iteration 45Q: 3 clusters Score -6496128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6496129.500000 Penalty: 3514.302002
	Iteration 46Q: 3 clusters Score -6496130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6496129.500000 Penalty: 3514.302002
	Iteration 47Q: 3 clusters Score -6496130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6496129.500000 Penalty: 3514.302002
	Iteration 48Q: 3 clusters Score -6496130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6496138.000000 Penalty: 3514.302002
	Iteration 49Q: 3 clusters Score -6496138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6496137.500000 Penalty: 3514.302002
	Iteration 50Q: 3 clusters Score -6496138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6496133.500000 Penalty: 3514.302002
	Iteration 51Q: 3 clusters Score -6496134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6496133.500000 Penalty: 3514.302002
	Iteration 52F: 3 clusters Score -6496134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Entering Unmasked Estep 
Score: -7526443.500000 Penalty: 1780.531982
	Iteration 0F: 2 clusters Score -7526444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -7488343.000000 Penalty: 3561.063965
	Iteration 0F: 3 clusters Score -7488343 nChanged 27004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -7503696.000000 Penalty: 3561.063965
	Iteration 1F: 3 clusters Score -7503696 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -7504727.500000 Penalty: 3561.063965
	Iteration 2Q: 3 clusters Score -7504728 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -7506576.000000 Penalty: 3561.063965
	Iteration 3F: 3 clusters Score -7506576 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -7509572.500000 Penalty: 3561.063965
	Iteration 4F: 3 clusters Score -7509572 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -7513629.000000 Penalty: 3561.063965
	Iteration 5F: 3 clusters Score -7513629 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -7517669.500000 Penalty: 3561.063965
	Iteration 6F: 3 clusters Score -7517670 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -7520713.000000 Penalty: 3561.063965
	Iteration 7F: 3 clusters Score -7520713 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -7522349.500000 Penalty: 3561.063965
	Iteration 8Q: 3 clusters Score -7522350 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -7523222.500000 Penalty: 3561.063965
	Iteration 9Q: 3 clusters Score -7523222 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -7523836.500000 Penalty: 3561.063965
	Iteration 10Q: 3 clusters Score -7523836 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -7524353.000000 Penalty: 3561.063965
	Iteration 11Q: 3 clusters Score -7524353 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -7524686.500000 Penalty: 3561.063965
	Iteration 12Q: 3 clusters Score -7524686 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -7524969.000000 Penalty: 3561.063965
	Iteration 13Q: 3 clusters Score -7524969 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -7525104.000000 Penalty: 3561.063965
	Iteration 14Q: 3 clusters Score -7525104 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -7525228.500000 Penalty: 3561.063965
	Iteration 15Q: 3 clusters Score -7525228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -7525309.500000 Penalty: 3561.063965
	Iteration 16Q: 3 clusters Score -7525310 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -7525378.500000 Penalty: 3561.063965
	Iteration 17Q: 3 clusters Score -7525378 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -7525440.000000 Penalty: 3561.063965
	Iteration 18Q: 3 clusters Score -7525440 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -7525490.500000 Penalty: 3561.063965
	Iteration 19Q: 3 clusters Score -7525490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -7525499.500000 Penalty: 3561.063965
	Iteration 20F: 3 clusters Score -7525500 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -7525540.000000 Penalty: 3561.063965
	Iteration 21Q: 3 clusters Score -7525540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -7525579.000000 Penalty: 3561.063965
	Iteration 22Q: 3 clusters Score -7525579 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -7525606.500000 Penalty: 3561.063965
	Iteration 23Q: 3 clusters Score -7525606 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -7525639.500000 Penalty: 3561.063965
	Iteration 24Q: 3 clusters Score -7525640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -7525665.500000 Penalty: 3561.063965
	Iteration 25Q: 3 clusters Score -7525666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -7525681.500000 Penalty: 3561.063965
	Iteration 26Q: 3 clusters Score -7525682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -7525690.500000 Penalty: 3561.063965
	Iteration 27Q: 3 clusters Score -7525690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7525698.500000 Penalty: 3561.063965
	Iteration 28Q: 3 clusters Score -7525698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -7525719.500000 Penalty: 3561.063965
	Iteration 29Q: 3 clusters Score -7525720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -7525733.500000 Penalty: 3561.063965
	Iteration 30Q: 3 clusters Score -7525734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -7525759.000000 Penalty: 3561.063965
	Iteration 31Q: 3 clusters Score -7525759 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -7525781.000000 Penalty: 3561.063965
	Iteration 32Q: 3 clusters Score -7525781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -7525785.500000 Penalty: 3561.063965
	Iteration 33Q: 3 clusters Score -7525786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -7525784.500000 Penalty: 3561.063965
	Iteration 34Q: 3 clusters Score -7525784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -7525792.000000 Penalty: 3561.063965
	Iteration 35Q: 3 clusters Score -7525792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -7525797.000000 Penalty: 3561.063965
	Iteration 36Q: 3 clusters Score -7525797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -7525796.000000 Penalty: 3561.063965
	Iteration 37Q: 3 clusters Score -7525796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -7525796.500000 Penalty: 3561.063965
	Iteration 38Q: 3 clusters Score -7525796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -7525809.500000 Penalty: 3561.063965
	Iteration 39Q: 3 clusters Score -7525810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7525798.500000 Penalty: 3561.063965
	Iteration 40F: 3 clusters Score -7525798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -7525785.500000 Penalty: 3561.063965
	Iteration 41Q: 3 clusters Score -7525786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7525792.500000 Penalty: 3561.063965
	Iteration 42Q: 3 clusters Score -7525792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -7525806.000000 Penalty: 3561.063965
	Iteration 43Q: 3 clusters Score -7525806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -7525806.000000 Penalty: 3561.063965
	Iteration 44Q: 3 clusters Score -7525806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -7525826.500000 Penalty: 3561.063965
	Iteration 45Q: 3 clusters Score -7525826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -7525824.000000 Penalty: 3561.063965
	Iteration 46Q: 3 clusters Score -7525824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -7525824.000000 Penalty: 3561.063965
	Iteration 47Q: 3 clusters Score -7525824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -7525819.000000 Penalty: 3561.063965
	Iteration 48Q: 3 clusters Score -7525819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -7525818.500000 Penalty: 3561.063965
	Iteration 49Q: 3 clusters Score -7525818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -7525824.500000 Penalty: 3561.063965
	Iteration 50Q: 3 clusters Score -7525824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7525825.500000 Penalty: 3561.063965
	Iteration 51Q: 3 clusters Score -7525826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -7525821.500000 Penalty: 3561.063965
	Iteration 52Q: 3 clusters Score -7525822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -7525825.000000 Penalty: 3561.063965
	Iteration 53Q: 3 clusters Score -7525825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -7525818.000000 Penalty: 3561.063965
	Iteration 54Q: 3 clusters Score -7525818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -7525832.000000 Penalty: 3561.063965
	Iteration 55Q: 3 clusters Score -7525832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -7525842.500000 Penalty: 3561.063965
	Iteration 56Q: 3 clusters Score -7525842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -7525838.500000 Penalty: 3561.063965
	Iteration 57Q: 3 clusters Score -7525838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -7525848.000000 Penalty: 3561.063965
	Iteration 58Q: 3 clusters Score -7525848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -7525839.500000 Penalty: 3561.063965
	Iteration 59Q: 3 clusters Score -7525840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -7525830.000000 Penalty: 3561.063965
	Iteration 60F: 3 clusters Score -7525830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -7525829.000000 Penalty: 3561.063965
	Iteration 61Q: 3 clusters Score -7525829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7525838.000000 Penalty: 3561.063965
	Iteration 62Q: 3 clusters Score -7525838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -7525837.500000 Penalty: 3561.063965
	Iteration 63Q: 3 clusters Score -7525838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -7525839.000000 Penalty: 3561.063965
	Iteration 64Q: 3 clusters Score -7525839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -7525843.500000 Penalty: 3561.063965
	Iteration 65Q: 3 clusters Score -7525844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -7525845.500000 Penalty: 3561.063965
	Iteration 66Q: 3 clusters Score -7525846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -7525840.500000 Penalty: 3561.063965
	Iteration 67Q: 3 clusters Score -7525840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -7525832.000000 Penalty: 3561.063965
	Iteration 68Q: 3 clusters Score -7525832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -7525830.000000 Penalty: 3561.063965
	Iteration 69Q: 3 clusters Score -7525830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -7525831.000000 Penalty: 3561.063965
	Iteration 70Q: 3 clusters Score -7525831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -7525848.000000 Penalty: 3561.063965
	Iteration 71Q: 3 clusters Score -7525848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -7525843.000000 Penalty: 3561.063965
	Iteration 72Q: 3 clusters Score -7525843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -7525838.500000 Penalty: 3561.063965
	Iteration 73Q: 3 clusters Score -7525838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -7525835.000000 Penalty: 3561.063965
	Iteration 74Q: 3 clusters Score -7525835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -7525848.500000 Penalty: 3561.063965
	Iteration 75Q: 3 clusters Score -7525848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -7525836.000000 Penalty: 3561.063965
	Iteration 76Q: 3 clusters Score -7525836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -7525825.000000 Penalty: 3561.063965
	Iteration 77Q: 3 clusters Score -7525825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -7525832.000000 Penalty: 3561.063965
	Iteration 78Q: 3 clusters Score -7525832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -7525834.500000 Penalty: 3561.063965
	Iteration 79Q: 3 clusters Score -7525834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -7525829.500000 Penalty: 3561.063965
	Iteration 80F: 3 clusters Score -7525830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -7525832.000000 Penalty: 3561.063965
	Iteration 81Q: 3 clusters Score -7525832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -7525847.000000 Penalty: 3561.063965
	Iteration 82Q: 3 clusters Score -7525847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -7525837.500000 Penalty: 3561.063965
	Iteration 83Q: 3 clusters Score -7525838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -7525840.500000 Penalty: 3561.063965
	Iteration 84Q: 3 clusters Score -7525840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -7525844.000000 Penalty: 3561.063965
	Iteration 85Q: 3 clusters Score -7525844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -7525868.500000 Penalty: 3561.063965
	Iteration 86Q: 3 clusters Score -7525868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -7525869.000000 Penalty: 3561.063965
	Iteration 87Q: 3 clusters Score -7525869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7525878.000000 Penalty: 3561.063965
	Iteration 88Q: 3 clusters Score -7525878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -7525876.000000 Penalty: 3561.063965
	Iteration 89Q: 3 clusters Score -7525876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -7525883.500000 Penalty: 3561.063965
	Iteration 90Q: 3 clusters Score -7525884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -7525884.000000 Penalty: 3561.063965
	Iteration 91Q: 3 clusters Score -7525884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7525882.500000 Penalty: 3561.063965
	Iteration 92Q: 3 clusters Score -7525882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -7525898.000000 Penalty: 3561.063965
	Iteration 93Q: 3 clusters Score -7525898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7525892.000000 Penalty: 3561.063965
	Iteration 94Q: 3 clusters Score -7525892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -7525896.500000 Penalty: 3561.063965
	Iteration 95Q: 3 clusters Score -7525896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -7525911.000000 Penalty: 3561.063965
	Iteration 96Q: 3 clusters Score -7525911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -7525894.000000 Penalty: 3561.063965
	Iteration 97Q: 3 clusters Score -7525894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -7525892.500000 Penalty: 3561.063965
	Iteration 98Q: 3 clusters Score -7525892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -7525904.500000 Penalty: 3561.063965
	Iteration 99Q: 3 clusters Score -7525904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -7525918.000000 Penalty: 3561.063965
	Iteration 100F: 3 clusters Score -7525918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7525915.000000 Penalty: 3561.063965
	Iteration 101Q: 3 clusters Score -7525915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7525921.500000 Penalty: 3561.063965
	Iteration 102Q: 3 clusters Score -7525922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7525923.000000 Penalty: 3561.063965
	Iteration 103Q: 3 clusters Score -7525923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7525932.500000 Penalty: 3561.063965
	Iteration 104Q: 3 clusters Score -7525932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -7525938.500000 Penalty: 3561.063965
	Iteration 105Q: 3 clusters Score -7525938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -7525934.500000 Penalty: 3561.063965
	Iteration 106Q: 3 clusters Score -7525934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7525946.500000 Penalty: 3561.063965
	Iteration 107Q: 3 clusters Score -7525946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -7525947.000000 Penalty: 3561.063965
	Iteration 108Q: 3 clusters Score -7525947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -7525953.500000 Penalty: 3561.063965
	Iteration 109Q: 3 clusters Score -7525954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -7525958.500000 Penalty: 3561.063965
	Iteration 110Q: 3 clusters Score -7525958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -7525960.500000 Penalty: 3561.063965
	Iteration 111Q: 3 clusters Score -7525960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -7525953.000000 Penalty: 3561.063965
	Iteration 112Q: 3 clusters Score -7525953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -7525949.500000 Penalty: 3561.063965
	Iteration 113Q: 3 clusters Score -7525950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -7525949.500000 Penalty: 3561.063965
	Iteration 114Q: 3 clusters Score -7525950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -7525960.000000 Penalty: 3561.063965
	Iteration 115Q: 3 clusters Score -7525960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -7525953.500000 Penalty: 3561.063965
	Iteration 116Q: 3 clusters Score -7525954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7525949.500000 Penalty: 3561.063965
	Iteration 117Q: 3 clusters Score -7525950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7525949.500000 Penalty: 3561.063965
	Iteration 118F: 3 clusters Score -7525950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -808190.437500 Penalty: 1423.955322
	Iteration 0F: 2 clusters Score -808190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -803372.875000 Penalty: 2847.910645
	Iteration 0F: 3 clusters Score -803372.9 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -805133.125000 Penalty: 2847.910645
	Iteration 1F: 3 clusters Score -805133.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -806025.187500 Penalty: 2847.910645
	Iteration 2F: 3 clusters Score -806025.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -807053.687500 Penalty: 2847.910645
	Iteration 3F: 3 clusters Score -807053.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -808090.125000 Penalty: 2847.910645
	Iteration 4F: 3 clusters Score -808090.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -808865.375000 Penalty: 2847.910645
	Iteration 5F: 3 clusters Score -808865.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -809233.937500 Penalty: 2847.910645
	Iteration 6Q: 3 clusters Score -809233.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -809470.125000 Penalty: 2847.910645
	Iteration 7Q: 3 clusters Score -809470.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -809790.375000 Penalty: 2847.910645
	Iteration 8Q: 3 clusters Score -809790.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -810068.562500 Penalty: 2847.910645
	Iteration 9Q: 3 clusters Score -810068.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -810217.687500 Penalty: 2847.910645
	Iteration 10Q: 3 clusters Score -810217.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -810289.937500 Penalty: 2847.910645
	Iteration 11Q: 3 clusters Score -810289.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -810335.312500 Penalty: 2847.910645
	Iteration 12Q: 3 clusters Score -810335.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -810370.000000 Penalty: 2847.910645
	Iteration 13Q: 3 clusters Score -810370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -810390.000000 Penalty: 2847.910645
	Iteration 14Q: 3 clusters Score -810390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -810398.437500 Penalty: 2847.910645
	Iteration 15Q: 3 clusters Score -810398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -810403.937500 Penalty: 2847.910645
	Iteration 16Q: 3 clusters Score -810403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -810406.812500 Penalty: 2847.910645
	Iteration 17Q: 3 clusters Score -810406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -810407.875000 Penalty: 2847.910645
	Iteration 18Q: 3 clusters Score -810407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -810409.875000 Penalty: 2847.910645
	Iteration 19Q: 3 clusters Score -810409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -810411.812500 Penalty: 2847.910645
	Iteration 20F: 3 clusters Score -810411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -810412.750000 Penalty: 2847.910645
	Iteration 21Q: 3 clusters Score -810412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -810412.750000 Penalty: 2847.910645
	Iteration 22F: 3 clusters Score -810412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 110918 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 89480 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Mstep: Class 32 contains 58416 members 
Mstep: Class 33 contains 68 members 
Mstep: Class 34 contains 1522 members 
Entering Unmasked Estep 
Score: -127699088.000000 Penalty: 76333.843750
Splitting cluster 14 changes total score from -127678904.000000 to -127699088.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (14594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Entering Unmasked Estep 
Score: -1849162.625000 Penalty: 1558.109375
	Iteration 0F: 2 clusters Score -1849163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1838966.000000 Penalty: 3116.218750
	Iteration 0F: 3 clusters Score -1838966 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1842574.875000 Penalty: 3116.218750
	Iteration 1F: 3 clusters Score -1842575 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1842947.250000 Penalty: 3116.218750
	Iteration 2F: 3 clusters Score -1842947 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1843328.000000 Penalty: 3116.218750
	Iteration 3F: 3 clusters Score -1843328 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1843745.250000 Penalty: 3116.218750
	Iteration 4F: 3 clusters Score -1843745 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1844193.500000 Penalty: 3116.218750
	Iteration 5F: 3 clusters Score -1844194 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1844700.750000 Penalty: 3116.218750
	Iteration 6F: 3 clusters Score -1844701 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1845207.375000 Penalty: 3116.218750
	Iteration 7F: 3 clusters Score -1845207 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1845686.000000 Penalty: 3116.218750
	Iteration 8Q: 3 clusters Score -1845686 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1846078.875000 Penalty: 3116.218750
	Iteration 9Q: 3 clusters Score -1846079 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1846316.250000 Penalty: 3116.218750
	Iteration 10Q: 3 clusters Score -1846316 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1846450.125000 Penalty: 3116.218750
	Iteration 11Q: 3 clusters Score -1846450 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1846520.125000 Penalty: 3116.218750
	Iteration 12Q: 3 clusters Score -1846520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1846564.625000 Penalty: 3116.218750
	Iteration 13Q: 3 clusters Score -1846565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1846592.375000 Penalty: 3116.218750
	Iteration 14Q: 3 clusters Score -1846592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1846618.750000 Penalty: 3116.218750
	Iteration 15Q: 3 clusters Score -1846619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1846637.375000 Penalty: 3116.218750
	Iteration 16Q: 3 clusters Score -1846637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1846650.125000 Penalty: 3116.218750
	Iteration 17Q: 3 clusters Score -1846650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1846660.625000 Penalty: 3116.218750
	Iteration 18Q: 3 clusters Score -1846661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1846669.875000 Penalty: 3116.218750
	Iteration 19Q: 3 clusters Score -1846670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1846677.375000 Penalty: 3116.218750
	Iteration 20F: 3 clusters Score -1846677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1846679.875000 Penalty: 3116.218750
	Iteration 21Q: 3 clusters Score -1846680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1846692.875000 Penalty: 3116.218750
	Iteration 22Q: 3 clusters Score -1846693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1846689.250000 Penalty: 3116.218750
	Iteration 23Q: 3 clusters Score -1846689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1846697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1846701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1846703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1846706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1846712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1846718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1846720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1846727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1846730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1846735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1846747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1846756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1846764 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1846776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1846785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1846797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1846807.000000 Penalty: 3116.218750
	Iteration 40F: 3 clusters Score -1846807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1846817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1846823.625000 Penalty: 3116.218750
	Iteration 42Q: 3 clusters Score -1846824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1846834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1846842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1846850 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1846861 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1846869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1846881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1846888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1846898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1846915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1846923 nChanged 44
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Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1846929 nChanged 48
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Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1846940 nChanged 58
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Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1846950 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1846957 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1846960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1846969 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1846978 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1846996 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1847009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1847014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1847033.625000 Penalty: 3116.218750
	Iteration 63Q: 3 clusters Score -1847034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1847056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1847075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1847093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1847108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1847120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1847143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1847165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1847183 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1847202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1847224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1847243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1847274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1847313 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12471 members 
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	Iteration 77Q: 3 clusters Score -1847349 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1847392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1847415 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1847437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1847463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12840 members 
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	Iteration 82Q: 3 clusters Score -1847486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12911 members 
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Score: -1847515.250000 Penalty: 3116.218750
	Iteration 83Q: 3 clusters Score -1847515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12971 members 
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	Iteration 84Q: 3 clusters Score -1847536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13014 members 
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	Iteration 85Q: 3 clusters Score -1847550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13060 members 
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	Iteration 86Q: 3 clusters Score -1847564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13111 members 
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	Iteration 87Q: 3 clusters Score -1847585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1847611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1847636 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13263 members 
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	Iteration 90Q: 3 clusters Score -1847660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1847672.875000 Penalty: 3116.218750
	Iteration 91Q: 3 clusters Score -1847673 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1847689.000000 Penalty: 3116.218750
	Iteration 92Q: 3 clusters Score -1847689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1847701.875000 Penalty: 3116.218750
	Iteration 93Q: 3 clusters Score -1847702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1847709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13423 members 
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Score: -1847719.125000 Penalty: 3116.218750
	Iteration 95Q: 3 clusters Score -1847719 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13441 members 
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	Iteration 96Q: 3 clusters Score -1847727 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13461 members 
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	Iteration 97Q: 3 clusters Score -1847736 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1113 members 
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	Iteration 98Q: 3 clusters Score -1847740 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1847744 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1847742.250000 Penalty: 3116.218750
	Iteration 100F: 3 clusters Score -1847742 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1847747 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1847753.875000 Penalty: 3116.218750
	Iteration 102Q: 3 clusters Score -1847754 nChanged 15
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13550 members 
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	Iteration 103Q: 3 clusters Score -1847757 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1847758 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1847762 nChanged 9
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Mstep: Class 1 contains 1009 members 
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	Iteration 106Q: 3 clusters Score -1847766 nChanged 14
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Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1847770 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1847774 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1847780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1847785 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1847784.625000 Penalty: 3116.218750
	Iteration 111Q: 3 clusters Score -1847785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1847787 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1847788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1847792.875000 Penalty: 3116.218750
	Iteration 114Q: 3 clusters Score -1847793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1847792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1847792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1847792.125000 Penalty: 3116.218750
	Iteration 117Q: 3 clusters Score -1847792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1847790.625000 Penalty: 3116.218750
	Iteration 118Q: 3 clusters Score -1847791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1847796.875000 Penalty: 3116.218750
	Iteration 119Q: 3 clusters Score -1847797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1847800.750000 Penalty: 3116.218750
	Iteration 120F: 3 clusters Score -1847801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1847800.250000 Penalty: 3116.218750
	Iteration 121Q: 3 clusters Score -1847800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1847803.000000 Penalty: 3116.218750
	Iteration 122Q: 3 clusters Score -1847803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1847804.250000 Penalty: 3116.218750
	Iteration 123Q: 3 clusters Score -1847804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1847804.000000 Penalty: 3116.218750
	Iteration 124Q: 3 clusters Score -1847804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1847806.625000 Penalty: 3116.218750
	Iteration 125Q: 3 clusters Score -1847807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1847812.250000 Penalty: 3116.218750
	Iteration 126Q: 3 clusters Score -1847812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1847813.625000 Penalty: 3116.218750
	Iteration 127Q: 3 clusters Score -1847814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1847811.375000 Penalty: 3116.218750
	Iteration 128Q: 3 clusters Score -1847811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1847812.625000 Penalty: 3116.218750
	Iteration 129Q: 3 clusters Score -1847813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1847813.000000 Penalty: 3116.218750
	Iteration 130Q: 3 clusters Score -1847813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1847814.250000 Penalty: 3116.218750
	Iteration 131Q: 3 clusters Score -1847814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1847817.125000 Penalty: 3116.218750
	Iteration 132Q: 3 clusters Score -1847817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1847818.750000 Penalty: 3116.218750
	Iteration 133Q: 3 clusters Score -1847819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1847817.875000 Penalty: 3116.218750
	Iteration 134Q: 3 clusters Score -1847818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1847819.375000 Penalty: 3116.218750
	Iteration 135Q: 3 clusters Score -1847819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1847819.125000 Penalty: 3116.218750
	Iteration 136Q: 3 clusters Score -1847819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1847820.000000 Penalty: 3116.218750
	Iteration 137Q: 3 clusters Score -1847820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1847822.125000 Penalty: 3116.218750
	Iteration 138Q: 3 clusters Score -1847822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1847821.875000 Penalty: 3116.218750
	Iteration 139Q: 3 clusters Score -1847822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1847822.750000 Penalty: 3116.218750
	Iteration 140F: 3 clusters Score -1847823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1847825.375000 Penalty: 3116.218750
	Iteration 141Q: 3 clusters Score -1847825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1847829.375000 Penalty: 3116.218750
	Iteration 142Q: 3 clusters Score -1847829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1847827.625000 Penalty: 3116.218750
	Iteration 143Q: 3 clusters Score -1847828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1847826.375000 Penalty: 3116.218750
	Iteration 144Q: 3 clusters Score -1847826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1847826.625000 Penalty: 3116.218750
	Iteration 145Q: 3 clusters Score -1847827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1847826.625000 Penalty: 3116.218750
	Iteration 146F: 3 clusters Score -1847827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -697106.312500 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -697106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -692650.375000 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -692650.4 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -693992.875000 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -693992.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -694267.750000 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -694267.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -694541.312500 Penalty: 2813.679932
	Iteration 3F: 3 clusters Score -694541.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -694756.625000 Penalty: 2813.679932
	Iteration 4F: 3 clusters Score -694756.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -694913.687500 Penalty: 2813.679932
	Iteration 5Q: 3 clusters Score -694913.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -695045.812500 Penalty: 2813.679932
	Iteration 6Q: 3 clusters Score -695045.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -695138.875000 Penalty: 2813.679932
	Iteration 7Q: 3 clusters Score -695138.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -695239.875000 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -695239.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -695317.687500 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -695317.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -695390.687500 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -695390.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -695460.500000 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -695460.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -695522.625000 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -695522.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -695572.375000 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -695572.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -695623.812500 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -695623.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -695674.000000 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -695674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -695715.875000 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -695715.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -695755.812500 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -695755.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -695786.250000 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -695786.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -695820.000000 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -695820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -695855.187500 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -695855.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -695889.437500 Penalty: 2813.679932
	Iteration 21Q: 3 clusters Score -695889.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -695918.437500 Penalty: 2813.679932
	Iteration 22Q: 3 clusters Score -695918.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -695945.250000 Penalty: 2813.679932
	Iteration 23Q: 3 clusters Score -695945.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -695965.937500 Penalty: 2813.679932
	Iteration 24Q: 3 clusters Score -695965.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -695992.062500 Penalty: 2813.679932
	Iteration 25Q: 3 clusters Score -695992.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -696024.250000 Penalty: 2813.679932
	Iteration 26Q: 3 clusters Score -696024.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -696048.937500 Penalty: 2813.679932
	Iteration 27Q: 3 clusters Score -696048.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -696064.125000 Penalty: 2813.679932
	Iteration 28Q: 3 clusters Score -696064.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -696075.750000 Penalty: 2813.679932
	Iteration 29Q: 3 clusters Score -696075.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -696083.562500 Penalty: 2813.679932
	Iteration 30Q: 3 clusters Score -696083.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -696089.312500 Penalty: 2813.679932
	Iteration 31Q: 3 clusters Score -696089.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -696097.500000 Penalty: 2813.679932
	Iteration 32Q: 3 clusters Score -696097.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -696107.062500 Penalty: 2813.679932
	Iteration 33Q: 3 clusters Score -696107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -696112.500000 Penalty: 2813.679932
	Iteration 34Q: 3 clusters Score -696112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -696118.812500 Penalty: 2813.679932
	Iteration 35Q: 3 clusters Score -696118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -696121.000000 Penalty: 2813.679932
	Iteration 36Q: 3 clusters Score -696121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -696123.187500 Penalty: 2813.679932
	Iteration 37Q: 3 clusters Score -696123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -696124.625000 Penalty: 2813.679932
	Iteration 38Q: 3 clusters Score -696124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -696126.437500 Penalty: 2813.679932
	Iteration 39Q: 3 clusters Score -696126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -696129.000000 Penalty: 2813.679932
	Iteration 40F: 3 clusters Score -696129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -696129.687500 Penalty: 2813.679932
	Iteration 41Q: 3 clusters Score -696129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -696134.562500 Penalty: 2813.679932
	Iteration 42Q: 3 clusters Score -696134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -696138.312500 Penalty: 2813.679932
	Iteration 43Q: 3 clusters Score -696138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -696138.625000 Penalty: 2813.679932
	Iteration 44Q: 3 clusters Score -696138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -696138.562500 Penalty: 2813.679932
	Iteration 45Q: 3 clusters Score -696138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -696139.812500 Penalty: 2813.679932
	Iteration 46Q: 3 clusters Score -696139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -696143.437500 Penalty: 2813.679932
	Iteration 47Q: 3 clusters Score -696143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -696144.750000 Penalty: 2813.679932
	Iteration 48Q: 3 clusters Score -696144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -696149.687500 Penalty: 2813.679932
	Iteration 49Q: 3 clusters Score -696149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -696152.312500 Penalty: 2813.679932
	Iteration 50Q: 3 clusters Score -696152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -696155.187500 Penalty: 2813.679932
	Iteration 51Q: 3 clusters Score -696155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -696155.937500 Penalty: 2813.679932
	Iteration 52Q: 3 clusters Score -696155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -696158.687500 Penalty: 2813.679932
	Iteration 53Q: 3 clusters Score -696158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -696160.937500 Penalty: 2813.679932
	Iteration 54Q: 3 clusters Score -696160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -696162.312500 Penalty: 2813.679932
	Iteration 55Q: 3 clusters Score -696162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -696163.937500 Penalty: 2813.679932
	Iteration 56Q: 3 clusters Score -696163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -696167.375000 Penalty: 2813.679932
	Iteration 57Q: 3 clusters Score -696167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -696170.437500 Penalty: 2813.679932
	Iteration 58Q: 3 clusters Score -696170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -696171.375000 Penalty: 2813.679932
	Iteration 59Q: 3 clusters Score -696171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -696172.937500 Penalty: 2813.679932
	Iteration 60F: 3 clusters Score -696172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -696173.562500 Penalty: 2813.679932
	Iteration 61Q: 3 clusters Score -696173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -696173.250000 Penalty: 2813.679932
	Iteration 62Q: 3 clusters Score -696173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -696172.562500 Penalty: 2813.679932
	Iteration 63Q: 3 clusters Score -696172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -696174.812500 Penalty: 2813.679932
	Iteration 64Q: 3 clusters Score -696174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -696174.812500 Penalty: 2813.679932
	Iteration 65F: 3 clusters Score -696174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110918 members 
Entering Unmasked Estep 
Score: -14619694.000000 Penalty: 1887.688843
	Iteration 0F: 2 clusters Score -1.461969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -14565607.000000 Penalty: 3775.377686
	Iteration 0F: 3 clusters Score -1.456561e+07 nChanged 53470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -14597768.000000 Penalty: 3775.377686
	Iteration 1F: 3 clusters Score -1.459777e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -14599660.000000 Penalty: 3775.377686
	Iteration 2Q: 3 clusters Score -1.459966e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -14602471.000000 Penalty: 3775.377686
	Iteration 3Q: 3 clusters Score -1.460247e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -14606721.000000 Penalty: 3775.377686
	Iteration 4F: 3 clusters Score -1.460672e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -14612229.000000 Penalty: 3775.377686
	Iteration 5F: 3 clusters Score -1.461223e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -14617802.000000 Penalty: 3775.377686
	Iteration 6F: 3 clusters Score -1.46178e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -14622219.000000 Penalty: 3775.377686
	Iteration 7F: 3 clusters Score -1.462222e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -14624364.000000 Penalty: 3775.377686
	Iteration 8Q: 3 clusters Score -1.462436e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -14625113.000000 Penalty: 3775.377686
	Iteration 9Q: 3 clusters Score -1.462511e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -14625293.000000 Penalty: 3775.377686
	Iteration 10Q: 3 clusters Score -1.462529e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -14625486.000000 Penalty: 3775.377686
	Iteration 11Q: 3 clusters Score -1.462549e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -14625635.000000 Penalty: 3775.377686
	Iteration 12Q: 3 clusters Score -1.462564e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -14625808.000000 Penalty: 3775.377686
	Iteration 13Q: 3 clusters Score -1.462581e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -14625896.000000 Penalty: 3775.377686
	Iteration 14Q: 3 clusters Score -1.46259e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -14626107.000000 Penalty: 3775.377686
	Iteration 15Q: 3 clusters Score -1.462611e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -14626313.000000 Penalty: 3775.377686
	Iteration 16Q: 3 clusters Score -1.462631e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -14626533.000000 Penalty: 3775.377686
	Iteration 17Q: 3 clusters Score -1.462653e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -14626803.000000 Penalty: 3775.377686
	Iteration 18Q: 3 clusters Score -1.46268e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -14627030.000000 Penalty: 3775.377686
	Iteration 19Q: 3 clusters Score -1.462703e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -14627254.000000 Penalty: 3775.377686
	Iteration 20F: 3 clusters Score -1.462725e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -14627439.000000 Penalty: 3775.377686
	Iteration 21Q: 3 clusters Score -1.462744e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -14627653.000000 Penalty: 3775.377686
	Iteration 22Q: 3 clusters Score -1.462765e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -14627845.000000 Penalty: 3775.377686
	Iteration 23Q: 3 clusters Score -1.462784e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -14628115.000000 Penalty: 3775.377686
	Iteration 24Q: 3 clusters Score -1.462812e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -14628285.000000 Penalty: 3775.377686
	Iteration 25Q: 3 clusters Score -1.462828e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -14628431.000000 Penalty: 3775.377686
	Iteration 26Q: 3 clusters Score -1.462843e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -14628562.000000 Penalty: 3775.377686
	Iteration 27Q: 3 clusters Score -1.462856e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -14628658.000000 Penalty: 3775.377686
	Iteration 28Q: 3 clusters Score -1.462866e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -14628765.000000 Penalty: 3775.377686
	Iteration 29Q: 3 clusters Score -1.462876e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -14628813.000000 Penalty: 3775.377686
	Iteration 30Q: 3 clusters Score -1.462881e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -14628856.000000 Penalty: 3775.377686
	Iteration 31Q: 3 clusters Score -1.462886e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -14628871.000000 Penalty: 3775.377686
	Iteration 32Q: 3 clusters Score -1.462887e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -14628885.000000 Penalty: 3775.377686
	Iteration 33Q: 3 clusters Score -1.462888e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -14628912.000000 Penalty: 3775.377686
	Iteration 34Q: 3 clusters Score -1.462891e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -14628929.000000 Penalty: 3775.377686
	Iteration 35Q: 3 clusters Score -1.462893e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -14628949.000000 Penalty: 3775.377686
	Iteration 36Q: 3 clusters Score -1.462895e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -14628967.000000 Penalty: 3775.377686
	Iteration 37Q: 3 clusters Score -1.462897e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -14628989.000000 Penalty: 3775.377686
	Iteration 38Q: 3 clusters Score -1.462899e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -14629042.000000 Penalty: 3775.377686
	Iteration 39Q: 3 clusters Score -1.462904e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -14629045.000000 Penalty: 3775.377686
	Iteration 40F: 3 clusters Score -1.462904e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -14629044.000000 Penalty: 3775.377686
	Iteration 41Q: 3 clusters Score -1.462904e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -14629042.000000 Penalty: 3775.377686
	Iteration 42Q: 3 clusters Score -1.462904e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -14629020.000000 Penalty: 3775.377686
	Iteration 43Q: 3 clusters Score -1.462902e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -14628999.000000 Penalty: 3775.377686
	Iteration 44Q: 3 clusters Score -1.4629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -14628991.000000 Penalty: 3775.377686
	Iteration 45Q: 3 clusters Score -1.462899e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -14628973.000000 Penalty: 3775.377686
	Iteration 46Q: 3 clusters Score -1.462897e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -14628962.000000 Penalty: 3775.377686
	Iteration 47Q: 3 clusters Score -1.462896e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -14628962.000000 Penalty: 3775.377686
	Iteration 48Q: 3 clusters Score -1.462896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -14628956.000000 Penalty: 3775.377686
	Iteration 49Q: 3 clusters Score -1.462896e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -14628955.000000 Penalty: 3775.377686
	Iteration 50Q: 3 clusters Score -1.462896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -14628926.000000 Penalty: 3775.377686
	Iteration 51Q: 3 clusters Score -1.462893e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -14628926.000000 Penalty: 3775.377686
	Iteration 52Q: 3 clusters Score -1.462893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -14628908.000000 Penalty: 3775.377686
	Iteration 53Q: 3 clusters Score -1.462891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -14628869.000000 Penalty: 3775.377686
	Iteration 54Q: 3 clusters Score -1.462887e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -14628856.000000 Penalty: 3775.377686
	Iteration 55Q: 3 clusters Score -1.462886e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -14628826.000000 Penalty: 3775.377686
	Iteration 56Q: 3 clusters Score -1.462883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -14628847.000000 Penalty: 3775.377686
	Iteration 57Q: 3 clusters Score -1.462885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -14628826.000000 Penalty: 3775.377686
	Iteration 58Q: 3 clusters Score -1.462883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -14628810.000000 Penalty: 3775.377686
	Iteration 59Q: 3 clusters Score -1.462881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -14628809.000000 Penalty: 3775.377686
	Iteration 60F: 3 clusters Score -1.462881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -14628814.000000 Penalty: 3775.377686
	Iteration 61Q: 3 clusters Score -1.462881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -14628804.000000 Penalty: 3775.377686
	Iteration 62Q: 3 clusters Score -1.46288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -14628784.000000 Penalty: 3775.377686
	Iteration 63Q: 3 clusters Score -1.462878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -14628769.000000 Penalty: 3775.377686
	Iteration 64Q: 3 clusters Score -1.462877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -14628778.000000 Penalty: 3775.377686
	Iteration 65Q: 3 clusters Score -1.462878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -14628767.000000 Penalty: 3775.377686
	Iteration 66Q: 3 clusters Score -1.462877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -14628758.000000 Penalty: 3775.377686
	Iteration 67Q: 3 clusters Score -1.462876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -14628755.000000 Penalty: 3775.377686
	Iteration 68Q: 3 clusters Score -1.462876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -14628752.000000 Penalty: 3775.377686
	Iteration 69Q: 3 clusters Score -1.462875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -14628744.000000 Penalty: 3775.377686
	Iteration 70Q: 3 clusters Score -1.462874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -14628742.000000 Penalty: 3775.377686
	Iteration 71Q: 3 clusters Score -1.462874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -14628739.000000 Penalty: 3775.377686
	Iteration 72Q: 3 clusters Score -1.462874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -14628726.000000 Penalty: 3775.377686
	Iteration 73Q: 3 clusters Score -1.462873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -14628730.000000 Penalty: 3775.377686
	Iteration 74Q: 3 clusters Score -1.462873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -14628728.000000 Penalty: 3775.377686
	Iteration 75Q: 3 clusters Score -1.462873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -14628718.000000 Penalty: 3775.377686
	Iteration 76Q: 3 clusters Score -1.462872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -14628717.000000 Penalty: 3775.377686
	Iteration 77Q: 3 clusters Score -1.462872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -14628710.000000 Penalty: 3775.377686
	Iteration 78Q: 3 clusters Score -1.462871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -14628706.000000 Penalty: 3775.377686
	Iteration 79Q: 3 clusters Score -1.462871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -14628700.000000 Penalty: 3775.377686
	Iteration 80F: 3 clusters Score -1.46287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -14628684.000000 Penalty: 3775.377686
	Iteration 81Q: 3 clusters Score -1.462868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -14628684.000000 Penalty: 3775.377686
	Iteration 82Q: 3 clusters Score -1.462868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -14628667.000000 Penalty: 3775.377686
	Iteration 83Q: 3 clusters Score -1.462867e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -14628650.000000 Penalty: 3775.377686
	Iteration 84Q: 3 clusters Score -1.462865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -14628638.000000 Penalty: 3775.377686
	Iteration 85Q: 3 clusters Score -1.462864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -14628638.000000 Penalty: 3775.377686
	Iteration 86Q: 3 clusters Score -1.462864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -14628641.000000 Penalty: 3775.377686
	Iteration 87Q: 3 clusters Score -1.462864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -14628646.000000 Penalty: 3775.377686
	Iteration 88Q: 3 clusters Score -1.462865e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
Score: -14628643.000000 Penalty: 3775.377686
	Iteration 89Q: 3 clusters Score -1.462864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -14628617.000000 Penalty: 3775.377686
	Iteration 90Q: 3 clusters Score -1.462862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -14628598.000000 Penalty: 3775.377686
	Iteration 91Q: 3 clusters Score -1.46286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -14628576.000000 Penalty: 3775.377686
	Iteration 92Q: 3 clusters Score -1.462858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -14628598.000000 Penalty: 3775.377686
	Iteration 93Q: 3 clusters Score -1.46286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -14628598.000000 Penalty: 3775.377686
	Iteration 94Q: 3 clusters Score -1.46286e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -14628564.000000 Penalty: 3775.377686
	Iteration 95Q: 3 clusters Score -1.462856e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -14628555.000000 Penalty: 3775.377686
	Iteration 96Q: 3 clusters Score -1.462856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -14628527.000000 Penalty: 3775.377686
	Iteration 97Q: 3 clusters Score -1.462853e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -14628493.000000 Penalty: 3775.377686
	Iteration 98Q: 3 clusters Score -1.462849e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -14628492.000000 Penalty: 3775.377686
	Iteration 99Q: 3 clusters Score -1.462849e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -14628457.000000 Penalty: 3775.377686
	Iteration 100F: 3 clusters Score -1.462846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -14628437.000000 Penalty: 3775.377686
	Iteration 101Q: 3 clusters Score -1.462844e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -14628414.000000 Penalty: 3775.377686
	Iteration 102Q: 3 clusters Score -1.462841e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -14628410.000000 Penalty: 3775.377686
	Iteration 103Q: 3 clusters Score -1.462841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -14628392.000000 Penalty: 3775.377686
	Iteration 104Q: 3 clusters Score -1.462839e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -14628372.000000 Penalty: 3775.377686
	Iteration 105Q: 3 clusters Score -1.462837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -14628340.000000 Penalty: 3775.377686
	Iteration 106Q: 3 clusters Score -1.462834e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -14628319.000000 Penalty: 3775.377686
	Iteration 107Q: 3 clusters Score -1.462832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -14628276.000000 Penalty: 3775.377686
	Iteration 108Q: 3 clusters Score -1.462828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -14628280.000000 Penalty: 3775.377686
	Iteration 109Q: 3 clusters Score -1.462828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -14628230.000000 Penalty: 3775.377686
	Iteration 110Q: 3 clusters Score -1.462823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -14628225.000000 Penalty: 3775.377686
	Iteration 111Q: 3 clusters Score -1.462822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -14628227.000000 Penalty: 3775.377686
	Iteration 112Q: 3 clusters Score -1.462823e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -14628234.000000 Penalty: 3775.377686
	Iteration 113Q: 3 clusters Score -1.462823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -14628243.000000 Penalty: 3775.377686
	Iteration 114Q: 3 clusters Score -1.462824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -14628214.000000 Penalty: 3775.377686
	Iteration 115Q: 3 clusters Score -1.462821e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -14628197.000000 Penalty: 3775.377686
	Iteration 116Q: 3 clusters Score -1.46282e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -14628188.000000 Penalty: 3775.377686
	Iteration 117Q: 3 clusters Score -1.462819e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -14628164.000000 Penalty: 3775.377686
	Iteration 118Q: 3 clusters Score -1.462816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -14628172.000000 Penalty: 3775.377686
	Iteration 119Q: 3 clusters Score -1.462817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -14628160.000000 Penalty: 3775.377686
	Iteration 120F: 3 clusters Score -1.462816e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -14628137.000000 Penalty: 3775.377686
	Iteration 121Q: 3 clusters Score -1.462814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -14628147.000000 Penalty: 3775.377686
	Iteration 122Q: 3 clusters Score -1.462815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -14628139.000000 Penalty: 3775.377686
	Iteration 123Q: 3 clusters Score -1.462814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -14628142.000000 Penalty: 3775.377686
	Iteration 124Q: 3 clusters Score -1.462814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -14628135.000000 Penalty: 3775.377686
	Iteration 125Q: 3 clusters Score -1.462814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -14628152.000000 Penalty: 3775.377686
	Iteration 126Q: 3 clusters Score -1.462815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -14628133.000000 Penalty: 3775.377686
	Iteration 127Q: 3 clusters Score -1.462813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -14628133.000000 Penalty: 3775.377686
	Iteration 128Q: 3 clusters Score -1.462813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -14628098.000000 Penalty: 3775.377686
	Iteration 129Q: 3 clusters Score -1.46281e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -14628105.000000 Penalty: 3775.377686
	Iteration 130Q: 3 clusters Score -1.46281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -14628097.000000 Penalty: 3775.377686
	Iteration 131Q: 3 clusters Score -1.46281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -14628081.000000 Penalty: 3775.377686
	Iteration 132Q: 3 clusters Score -1.462808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -14628069.000000 Penalty: 3775.377686
	Iteration 133Q: 3 clusters Score -1.462807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -14628036.000000 Penalty: 3775.377686
	Iteration 134Q: 3 clusters Score -1.462804e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -14628011.000000 Penalty: 3775.377686
	Iteration 135Q: 3 clusters Score -1.462801e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -14627989.000000 Penalty: 3775.377686
	Iteration 136Q: 3 clusters Score -1.462799e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -14627973.000000 Penalty: 3775.377686
	Iteration 137Q: 3 clusters Score -1.462797e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -14627966.000000 Penalty: 3775.377686
	Iteration 138Q: 3 clusters Score -1.462797e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -14627969.000000 Penalty: 3775.377686
	Iteration 139Q: 3 clusters Score -1.462797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -14627943.000000 Penalty: 3775.377686
	Iteration 140F: 3 clusters Score -1.462794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -14627924.000000 Penalty: 3775.377686
	Iteration 141Q: 3 clusters Score -1.462792e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -14627887.000000 Penalty: 3775.377686
	Iteration 142Q: 3 clusters Score -1.462789e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -14627853.000000 Penalty: 3775.377686
	Iteration 143Q: 3 clusters Score -1.462785e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -14627843.000000 Penalty: 3775.377686
	Iteration 144Q: 3 clusters Score -1.462784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -14627833.000000 Penalty: 3775.377686
	Iteration 145Q: 3 clusters Score -1.462783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -14627830.000000 Penalty: 3775.377686
	Iteration 146Q: 3 clusters Score -1.462783e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -14627807.000000 Penalty: 3775.377686
	Iteration 147Q: 3 clusters Score -1.462781e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -14627811.000000 Penalty: 3775.377686
	Iteration 148Q: 3 clusters Score -1.462781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -14627796.000000 Penalty: 3775.377686
	Iteration 149Q: 3 clusters Score -1.46278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -14627750.000000 Penalty: 3775.377686
	Iteration 150Q: 3 clusters Score -1.462775e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -14627759.000000 Penalty: 3775.377686
	Iteration 151Q: 3 clusters Score -1.462776e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -14627739.000000 Penalty: 3775.377686
	Iteration 152Q: 3 clusters Score -1.462774e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -14627717.000000 Penalty: 3775.377686
	Iteration 153Q: 3 clusters Score -1.462772e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -14627697.000000 Penalty: 3775.377686
	Iteration 154Q: 3 clusters Score -1.46277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -14627667.000000 Penalty: 3775.377686
	Iteration 155Q: 3 clusters Score -1.462767e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -14627662.000000 Penalty: 3775.377686
	Iteration 156Q: 3 clusters Score -1.462766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -14627665.000000 Penalty: 3775.377686
	Iteration 157Q: 3 clusters Score -1.462766e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -14627647.000000 Penalty: 3775.377686
	Iteration 158Q: 3 clusters Score -1.462765e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -14627623.000000 Penalty: 3775.377686
	Iteration 159Q: 3 clusters Score -1.462762e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -14627637.000000 Penalty: 3775.377686
	Iteration 160F: 3 clusters Score -1.462764e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -14627652.000000 Penalty: 3775.377686
	Iteration 161Q: 3 clusters Score -1.462765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -14627628.000000 Penalty: 3775.377686
	Iteration 162Q: 3 clusters Score -1.462763e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -14627635.000000 Penalty: 3775.377686
	Iteration 163Q: 3 clusters Score -1.462764e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -14627603.000000 Penalty: 3775.377686
	Iteration 164Q: 3 clusters Score -1.46276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -14627582.000000 Penalty: 3775.377686
	Iteration 165Q: 3 clusters Score -1.462758e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -14627590.000000 Penalty: 3775.377686
	Iteration 166Q: 3 clusters Score -1.462759e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -14627560.000000 Penalty: 3775.377686
	Iteration 167Q: 3 clusters Score -1.462756e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -14627544.000000 Penalty: 3775.377686
	Iteration 168Q: 3 clusters Score -1.462754e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -14627534.000000 Penalty: 3775.377686
	Iteration 169Q: 3 clusters Score -1.462753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -14627535.000000 Penalty: 3775.377686
	Iteration 170Q: 3 clusters Score -1.462754e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -14627522.000000 Penalty: 3775.377686
	Iteration 171Q: 3 clusters Score -1.462752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -14627507.000000 Penalty: 3775.377686
	Iteration 172Q: 3 clusters Score -1.462751e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -14627504.000000 Penalty: 3775.377686
	Iteration 173Q: 3 clusters Score -1.46275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -14627521.000000 Penalty: 3775.377686
	Iteration 174Q: 3 clusters Score -1.462752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -14627513.000000 Penalty: 3775.377686
	Iteration 175Q: 3 clusters Score -1.462751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -14627490.000000 Penalty: 3775.377686
	Iteration 176Q: 3 clusters Score -1.462749e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -14627488.000000 Penalty: 3775.377686
	Iteration 177Q: 3 clusters Score -1.462749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -14627479.000000 Penalty: 3775.377686
	Iteration 178Q: 3 clusters Score -1.462748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -14627473.000000 Penalty: 3775.377686
	Iteration 179Q: 3 clusters Score -1.462747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -14627451.000000 Penalty: 3775.377686
	Iteration 180F: 3 clusters Score -1.462745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -14627439.000000 Penalty: 3775.377686
	Iteration 181Q: 3 clusters Score -1.462744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -14627443.000000 Penalty: 3775.377686
	Iteration 182Q: 3 clusters Score -1.462744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -14627434.000000 Penalty: 3775.377686
	Iteration 183Q: 3 clusters Score -1.462743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -14627455.000000 Penalty: 3775.377686
	Iteration 184Q: 3 clusters Score -1.462746e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -14627420.000000 Penalty: 3775.377686
	Iteration 185Q: 3 clusters Score -1.462742e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -14627393.000000 Penalty: 3775.377686
	Iteration 186Q: 3 clusters Score -1.462739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -14627413.000000 Penalty: 3775.377686
	Iteration 187Q: 3 clusters Score -1.462741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -14627407.000000 Penalty: 3775.377686
	Iteration 188Q: 3 clusters Score -1.462741e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -14627385.000000 Penalty: 3775.377686
	Iteration 189Q: 3 clusters Score -1.462738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -14627388.000000 Penalty: 3775.377686
	Iteration 190Q: 3 clusters Score -1.462739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -14627374.000000 Penalty: 3775.377686
	Iteration 191Q: 3 clusters Score -1.462737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -14627367.000000 Penalty: 3775.377686
	Iteration 192Q: 3 clusters Score -1.462737e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -14627372.000000 Penalty: 3775.377686
	Iteration 193Q: 3 clusters Score -1.462737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -14627362.000000 Penalty: 3775.377686
	Iteration 194Q: 3 clusters Score -1.462736e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -14627353.000000 Penalty: 3775.377686
	Iteration 195Q: 3 clusters Score -1.462735e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -14627356.000000 Penalty: 3775.377686
	Iteration 196Q: 3 clusters Score -1.462736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -14627347.000000 Penalty: 3775.377686
	Iteration 197Q: 3 clusters Score -1.462735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627355.000000 Penalty: 3775.377686
	Iteration 198Q: 3 clusters Score -1.462736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627337.000000 Penalty: 3775.377686
	Iteration 199Q: 3 clusters Score -1.462734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -14627343.000000 Penalty: 3775.377686
	Iteration 200F: 3 clusters Score -1.462734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627332.000000 Penalty: 3775.377686
	Iteration 201Q: 3 clusters Score -1.462733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -14627330.000000 Penalty: 3775.377686
	Iteration 202Q: 3 clusters Score -1.462733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -14627331.000000 Penalty: 3775.377686
	Iteration 203Q: 3 clusters Score -1.462733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627326.000000 Penalty: 3775.377686
	Iteration 204Q: 3 clusters Score -1.462733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627316.000000 Penalty: 3775.377686
	Iteration 205Q: 3 clusters Score -1.462732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -14627327.000000 Penalty: 3775.377686
	Iteration 206Q: 3 clusters Score -1.462733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -14627321.000000 Penalty: 3775.377686
	Iteration 207Q: 3 clusters Score -1.462732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -14627332.000000 Penalty: 3775.377686
	Iteration 208Q: 3 clusters Score -1.462733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -14627325.000000 Penalty: 3775.377686
	Iteration 209Q: 3 clusters Score -1.462732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -14627321.000000 Penalty: 3775.377686
	Iteration 210Q: 3 clusters Score -1.462732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -14627314.000000 Penalty: 3775.377686
	Iteration 211Q: 3 clusters Score -1.462731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -14627300.000000 Penalty: 3775.377686
	Iteration 212Q: 3 clusters Score -1.46273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -14627287.000000 Penalty: 3775.377686
	Iteration 213Q: 3 clusters Score -1.462729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -14627302.000000 Penalty: 3775.377686
	Iteration 214Q: 3 clusters Score -1.46273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -14627296.000000 Penalty: 3775.377686
	Iteration 215Q: 3 clusters Score -1.46273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -14627268.000000 Penalty: 3775.377686
	Iteration 216Q: 3 clusters Score -1.462727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -14627276.000000 Penalty: 3775.377686
	Iteration 217Q: 3 clusters Score -1.462728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -14627265.000000 Penalty: 3775.377686
	Iteration 218Q: 3 clusters Score -1.462726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -14627258.000000 Penalty: 3775.377686
	Iteration 219Q: 3 clusters Score -1.462726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -14627256.000000 Penalty: 3775.377686
	Iteration 220F: 3 clusters Score -1.462726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627262.000000 Penalty: 3775.377686
	Iteration 221Q: 3 clusters Score -1.462726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -14627248.000000 Penalty: 3775.377686
	Iteration 222Q: 3 clusters Score -1.462725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627215.000000 Penalty: 3775.377686
	Iteration 223Q: 3 clusters Score -1.462722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -14627221.000000 Penalty: 3775.377686
	Iteration 224Q: 3 clusters Score -1.462722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -14627208.000000 Penalty: 3775.377686
	Iteration 225Q: 3 clusters Score -1.462721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627217.000000 Penalty: 3775.377686
	Iteration 226Q: 3 clusters Score -1.462722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -14627205.000000 Penalty: 3775.377686
	Iteration 227Q: 3 clusters Score -1.46272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -14627203.000000 Penalty: 3775.377686
	Iteration 228Q: 3 clusters Score -1.46272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -14627195.000000 Penalty: 3775.377686
	Iteration 229Q: 3 clusters Score -1.46272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -14627191.000000 Penalty: 3775.377686
	Iteration 230Q: 3 clusters Score -1.462719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -14627181.000000 Penalty: 3775.377686
	Iteration 231Q: 3 clusters Score -1.462718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -14627181.000000 Penalty: 3775.377686
	Iteration 232Q: 3 clusters Score -1.462718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -14627176.000000 Penalty: 3775.377686
	Iteration 233Q: 3 clusters Score -1.462718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -14627195.000000 Penalty: 3775.377686
	Iteration 234Q: 3 clusters Score -1.46272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -14627182.000000 Penalty: 3775.377686
	Iteration 235Q: 3 clusters Score -1.462718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -14627171.000000 Penalty: 3775.377686
	Iteration 236Q: 3 clusters Score -1.462717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -14627165.000000 Penalty: 3775.377686
	Iteration 237Q: 3 clusters Score -1.462716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -14627164.000000 Penalty: 3775.377686
	Iteration 238Q: 3 clusters Score -1.462716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -14627164.000000 Penalty: 3775.377686
	Iteration 239Q: 3 clusters Score -1.462716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -14627175.000000 Penalty: 3775.377686
	Iteration 240F: 3 clusters Score -1.462718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -14627172.000000 Penalty: 3775.377686
	Iteration 241Q: 3 clusters Score -1.462717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -14627173.000000 Penalty: 3775.377686
	Iteration 242Q: 3 clusters Score -1.462717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -14627165.000000 Penalty: 3775.377686
	Iteration 243Q: 3 clusters Score -1.462716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -14627151.000000 Penalty: 3775.377686
	Iteration 244Q: 3 clusters Score -1.462715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -14627144.000000 Penalty: 3775.377686
	Iteration 245Q: 3 clusters Score -1.462714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -14627148.000000 Penalty: 3775.377686
	Iteration 246Q: 3 clusters Score -1.462715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -14627146.000000 Penalty: 3775.377686
	Iteration 247Q: 3 clusters Score -1.462715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -14627142.000000 Penalty: 3775.377686
	Iteration 248Q: 3 clusters Score -1.462714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -14627146.000000 Penalty: 3775.377686
	Iteration 249Q: 3 clusters Score -1.462715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -14627146.000000 Penalty: 3775.377686
	Iteration 250F: 3 clusters Score -1.462715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 39007 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 89480 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Mstep: Class 32 contains 58416 members 
Mstep: Class 33 contains 68 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 71911 members 
Entering Unmasked Estep 
Score: -127705872.000000 Penalty: 78578.953125
Splitting cluster 17 changes total score from -127678904.000000 to -127705872.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -454132.125000 Penalty: 1324.357300
	Iteration 0F: 2 clusters Score -454132.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -451170.250000 Penalty: 2648.714600
	Iteration 0F: 3 clusters Score -451170.2 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -451900.593750 Penalty: 2648.714600
	Iteration 1F: 3 clusters Score -451900.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -452034.750000 Penalty: 2648.714600
	Iteration 2F: 3 clusters Score -452034.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -452110.812500 Penalty: 2648.714600
	Iteration 3Q: 3 clusters Score -452110.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -452175.625000 Penalty: 2648.714600
	Iteration 4Q: 3 clusters Score -452175.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -452222.625000 Penalty: 2648.714600
	Iteration 5Q: 3 clusters Score -452222.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -452252.187500 Penalty: 2648.714600
	Iteration 6Q: 3 clusters Score -452252.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -452281.781250 Penalty: 2648.714600
	Iteration 7Q: 3 clusters Score -452281.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -452325.687500 Penalty: 2648.714600
	Iteration 8Q: 3 clusters Score -452325.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -452369.187500 Penalty: 2648.714600
	Iteration 9Q: 3 clusters Score -452369.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -452401.437500 Penalty: 2648.714600
	Iteration 10Q: 3 clusters Score -452401.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -452442.343750 Penalty: 2648.714600
	Iteration 11Q: 3 clusters Score -452442.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -452477.718750 Penalty: 2648.714600
	Iteration 12Q: 3 clusters Score -452477.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -452522.718750 Penalty: 2648.714600
	Iteration 13Q: 3 clusters Score -452522.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -452573.031250 Penalty: 2648.714600
	Iteration 14Q: 3 clusters Score -452573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -452624.843750 Penalty: 2648.714600
	Iteration 15Q: 3 clusters Score -452624.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -452679.406250 Penalty: 2648.714600
	Iteration 16Q: 3 clusters Score -452679.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -452729.906250 Penalty: 2648.714600
	Iteration 17Q: 3 clusters Score -452729.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -452776.531250 Penalty: 2648.714600
	Iteration 18Q: 3 clusters Score -452776.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -452811.375000 Penalty: 2648.714600
	Iteration 19Q: 3 clusters Score -452811.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -452843.468750 Penalty: 2648.714600
	Iteration 20F: 3 clusters Score -452843.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -452873.937500 Penalty: 2648.714600
	Iteration 21Q: 3 clusters Score -452873.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -452904.281250 Penalty: 2648.714600
	Iteration 22Q: 3 clusters Score -452904.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -452925.468750 Penalty: 2648.714600
	Iteration 23Q: 3 clusters Score -452925.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -452946.093750 Penalty: 2648.714600
	Iteration 24Q: 3 clusters Score -452946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -452957.093750 Penalty: 2648.714600
	Iteration 25Q: 3 clusters Score -452957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -452963.531250 Penalty: 2648.714600
	Iteration 26Q: 3 clusters Score -452963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -452971.687500 Penalty: 2648.714600
	Iteration 27Q: 3 clusters Score -452971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -452979.531250 Penalty: 2648.714600
	Iteration 28Q: 3 clusters Score -452979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -452981.375000 Penalty: 2648.714600
	Iteration 29Q: 3 clusters Score -452981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -452981.375000 Penalty: 2648.714600
	Iteration 30F: 3 clusters Score -452981.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -499529.000000 Penalty: 1354.039185
	Iteration 0F: 2 clusters Score -499529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -496156.000000 Penalty: 2708.078369
	Iteration 0F: 3 clusters Score -496156 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -497197.187500 Penalty: 2708.078369
	Iteration 1F: 3 clusters Score -497197.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -497432.500000 Penalty: 2708.078369
	Iteration 2F: 3 clusters Score -497432.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -497603.906250 Penalty: 2708.078369
	Iteration 3F: 3 clusters Score -497603.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -497750.906250 Penalty: 2708.078369
	Iteration 4F: 3 clusters Score -497750.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -497884.656250 Penalty: 2708.078369
	Iteration 5Q: 3 clusters Score -497884.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -498003.718750 Penalty: 2708.078369
	Iteration 6Q: 3 clusters Score -498003.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -498103.656250 Penalty: 2708.078369
	Iteration 7Q: 3 clusters Score -498103.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -498200.718750 Penalty: 2708.078369
	Iteration 8Q: 3 clusters Score -498200.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -498284.875000 Penalty: 2708.078369
	Iteration 9Q: 3 clusters Score -498284.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -498365.625000 Penalty: 2708.078369
	Iteration 10Q: 3 clusters Score -498365.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -498434.312500 Penalty: 2708.078369
	Iteration 11Q: 3 clusters Score -498434.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -498491.625000 Penalty: 2708.078369
	Iteration 12Q: 3 clusters Score -498491.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -498532.250000 Penalty: 2708.078369
	Iteration 13Q: 3 clusters Score -498532.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -498570.156250 Penalty: 2708.078369
	Iteration 14Q: 3 clusters Score -498570.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -498603.906250 Penalty: 2708.078369
	Iteration 15Q: 3 clusters Score -498603.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -498630.906250 Penalty: 2708.078369
	Iteration 16Q: 3 clusters Score -498630.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -498651.906250 Penalty: 2708.078369
	Iteration 17Q: 3 clusters Score -498651.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -498671.531250 Penalty: 2708.078369
	Iteration 18Q: 3 clusters Score -498671.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -498682.906250 Penalty: 2708.078369
	Iteration 19Q: 3 clusters Score -498682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -498689.437500 Penalty: 2708.078369
	Iteration 20F: 3 clusters Score -498689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -498691.718750 Penalty: 2708.078369
	Iteration 21Q: 3 clusters Score -498691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -498693.968750 Penalty: 2708.078369
	Iteration 22Q: 3 clusters Score -498694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -498698.281250 Penalty: 2708.078369
	Iteration 23Q: 3 clusters Score -498698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -498700.062500 Penalty: 2708.078369
	Iteration 24Q: 3 clusters Score -498700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -498701.500000 Penalty: 2708.078369
	Iteration 25Q: 3 clusters Score -498701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -498703.750000 Penalty: 2708.078369
	Iteration 26Q: 3 clusters Score -498703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -498706.968750 Penalty: 2708.078369
	Iteration 27Q: 3 clusters Score -498707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -498707.812500 Penalty: 2708.078369
	Iteration 28Q: 3 clusters Score -498707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -498707.812500 Penalty: 2708.078369
	Iteration 29F: 3 clusters Score -498707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -152172.140625 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -152172.1 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 705 members 
Entering Unmasked Estep 
Score: -150516.156250 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -150516.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151084.953125 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -151085 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -151347.796875 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -151347.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151495.546875 Penalty: 2351.810303
	Iteration 3F: 3 clusters Score -151495.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151561.671875 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -151561.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151603.765625 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -151603.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -151652.281250 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -151652.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151679.578125 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -151679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151698.906250 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -151698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151715.953125 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -151716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151727.453125 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -151727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151739.421875 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -151739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151746.890625 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -151746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -151752.937500 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -151752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151754.109375 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -151754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151754.250000 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -151754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151754.875000 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -151754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151757.281250 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -151757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151760.500000 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -151760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151762.703125 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -151762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151764.578125 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -151764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151767.171875 Penalty: 2351.810303
	Iteration 21Q: 3 clusters Score -151767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -151769.156250 Penalty: 2351.810303
	Iteration 22Q: 3 clusters Score -151769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151770.046875 Penalty: 2351.810303
	Iteration 23Q: 3 clusters Score -151770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151770.468750 Penalty: 2351.810303
	Iteration 24Q: 3 clusters Score -151770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151770.468750 Penalty: 2351.810303
	Iteration 25F: 3 clusters Score -151770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -803755.562500 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -803755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -798958.562500 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -798958.6 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -800516.500000 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -800516.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -800890.500000 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -800890.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -801224.812500 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -801224.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -801561.500000 Penalty: 2844.229248
	Iteration 4F: 3 clusters Score -801561.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -801928.000000 Penalty: 2844.229248
	Iteration 5F: 3 clusters Score -801928 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -802300.562500 Penalty: 2844.229248
	Iteration 6F: 3 clusters Score -802300.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -802683.125000 Penalty: 2844.229248
	Iteration 7F: 3 clusters Score -802683.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -803005.312500 Penalty: 2844.229248
	Iteration 8F: 3 clusters Score -803005.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -803251.875000 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -803251.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -803432.875000 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -803432.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -803567.250000 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -803567.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -803639.562500 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -803639.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -803684.500000 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -803684.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -803701.625000 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -803701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -803710.437500 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -803710.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -803714.187500 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -803714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -803722.062500 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -803722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -803722.062500 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -803722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -803723.937500 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -803723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -803725.187500 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -803725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -803727.250000 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -803727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -803728.375000 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -803728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -803727.812500 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -803727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -803730.062500 Penalty: 2844.229248
	Iteration 24Q: 3 clusters Score -803730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -803729.000000 Penalty: 2844.229248
	Iteration 25Q: 3 clusters Score -803729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -803729.000000 Penalty: 2844.229248
	Iteration 26F: 3 clusters Score -803729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -839858.812500 Penalty: 1430.995239
	Iteration 0F: 2 clusters Score -839858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -834842.437500 Penalty: 2861.990479
	Iteration 0F: 3 clusters Score -834842.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -836308.500000 Penalty: 2861.990479
	Iteration 1F: 3 clusters Score -836308.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -836480.375000 Penalty: 2861.990479
	Iteration 2F: 3 clusters Score -836480.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -836607.375000 Penalty: 2861.990479
	Iteration 3Q: 3 clusters Score -836607.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -836702.750000 Penalty: 2861.990479
	Iteration 4Q: 3 clusters Score -836702.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -836784.250000 Penalty: 2861.990479
	Iteration 5Q: 3 clusters Score -836784.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -836847.937500 Penalty: 2861.990479
	Iteration 6Q: 3 clusters Score -836847.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -836913.437500 Penalty: 2861.990479
	Iteration 7Q: 3 clusters Score -836913.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -836985.625000 Penalty: 2861.990479
	Iteration 8Q: 3 clusters Score -836985.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -837062.937500 Penalty: 2861.990479
	Iteration 9Q: 3 clusters Score -837062.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -837154.375000 Penalty: 2861.990479
	Iteration 10Q: 3 clusters Score -837154.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -837260.187500 Penalty: 2861.990479
	Iteration 11Q: 3 clusters Score -837260.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -837379.812500 Penalty: 2861.990479
	Iteration 12Q: 3 clusters Score -837379.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -837513.250000 Penalty: 2861.990479
	Iteration 13Q: 3 clusters Score -837513.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -837630.625000 Penalty: 2861.990479
	Iteration 14Q: 3 clusters Score -837630.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -837730.187500 Penalty: 2861.990479
	Iteration 15Q: 3 clusters Score -837730.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -837804.875000 Penalty: 2861.990479
	Iteration 16Q: 3 clusters Score -837804.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -837893.125000 Penalty: 2861.990479
	Iteration 17Q: 3 clusters Score -837893.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -837974.750000 Penalty: 2861.990479
	Iteration 18Q: 3 clusters Score -837974.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -838028.625000 Penalty: 2861.990479
	Iteration 19Q: 3 clusters Score -838028.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -838076.000000 Penalty: 2861.990479
	Iteration 20F: 3 clusters Score -838076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -838115.375000 Penalty: 2861.990479
	Iteration 21Q: 3 clusters Score -838115.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -838142.500000 Penalty: 2861.990479
	Iteration 22Q: 3 clusters Score -838142.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -838172.875000 Penalty: 2861.990479
	Iteration 23Q: 3 clusters Score -838172.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -838190.000000 Penalty: 2861.990479
	Iteration 24Q: 3 clusters Score -838190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -838217.687500 Penalty: 2861.990479
	Iteration 25Q: 3 clusters Score -838217.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -838244.875000 Penalty: 2861.990479
	Iteration 26Q: 3 clusters Score -838244.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -838269.437500 Penalty: 2861.990479
	Iteration 27Q: 3 clusters Score -838269.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -838286.750000 Penalty: 2861.990479
	Iteration 28Q: 3 clusters Score -838286.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -838304.937500 Penalty: 2861.990479
	Iteration 29Q: 3 clusters Score -838304.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -838322.312500 Penalty: 2861.990479
	Iteration 30Q: 3 clusters Score -838322.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -838343.875000 Penalty: 2861.990479
	Iteration 31Q: 3 clusters Score -838343.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -838356.312500 Penalty: 2861.990479
	Iteration 32Q: 3 clusters Score -838356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -838362.062500 Penalty: 2861.990479
	Iteration 33Q: 3 clusters Score -838362.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -838363.437500 Penalty: 2861.990479
	Iteration 34Q: 3 clusters Score -838363.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -838370.750000 Penalty: 2861.990479
	Iteration 35Q: 3 clusters Score -838370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -838377.187500 Penalty: 2861.990479
	Iteration 36Q: 3 clusters Score -838377.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -838382.062500 Penalty: 2861.990479
	Iteration 37Q: 3 clusters Score -838382.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -838386.312500 Penalty: 2861.990479
	Iteration 38Q: 3 clusters Score -838386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -838388.500000 Penalty: 2861.990479
	Iteration 39Q: 3 clusters Score -838388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -838392.437500 Penalty: 2861.990479
	Iteration 40F: 3 clusters Score -838392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -838396.062500 Penalty: 2861.990479
	Iteration 41Q: 3 clusters Score -838396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -838398.562500 Penalty: 2861.990479
	Iteration 42Q: 3 clusters Score -838398.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -838403.937500 Penalty: 2861.990479
	Iteration 43Q: 3 clusters Score -838403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -838406.500000 Penalty: 2861.990479
	Iteration 44Q: 3 clusters Score -838406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -838408.562500 Penalty: 2861.990479
	Iteration 45Q: 3 clusters Score -838408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -838414.375000 Penalty: 2861.990479
	Iteration 46Q: 3 clusters Score -838414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -838416.875000 Penalty: 2861.990479
	Iteration 47Q: 3 clusters Score -838416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -838417.875000 Penalty: 2861.990479
	Iteration 48Q: 3 clusters Score -838417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -838417.875000 Penalty: 2861.990479
	Iteration 49Q: 3 clusters Score -838417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -838419.875000 Penalty: 2861.990479
	Iteration 50Q: 3 clusters Score -838419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -838419.437500 Penalty: 2861.990479
	Iteration 51Q: 3 clusters Score -838419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -838422.062500 Penalty: 2861.990479
	Iteration 52Q: 3 clusters Score -838422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -838422.937500 Penalty: 2861.990479
	Iteration 53Q: 3 clusters Score -838422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -838424.562500 Penalty: 2861.990479
	Iteration 54Q: 3 clusters Score -838424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -838429.625000 Penalty: 2861.990479
	Iteration 55Q: 3 clusters Score -838429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -838432.500000 Penalty: 2861.990479
	Iteration 56Q: 3 clusters Score -838432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -838433.187500 Penalty: 2861.990479
	Iteration 57Q: 3 clusters Score -838433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -838433.687500 Penalty: 2861.990479
	Iteration 58Q: 3 clusters Score -838433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -838436.187500 Penalty: 2861.990479
	Iteration 59Q: 3 clusters Score -838436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -838439.187500 Penalty: 2861.990479
	Iteration 60F: 3 clusters Score -838439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -838440.500000 Penalty: 2861.990479
	Iteration 61Q: 3 clusters Score -838440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -838442.875000 Penalty: 2861.990479
	Iteration 62Q: 3 clusters Score -838442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -838446.437500 Penalty: 2861.990479
	Iteration 63Q: 3 clusters Score -838446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -838447.937500 Penalty: 2861.990479
	Iteration 64Q: 3 clusters Score -838447.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -838454.937500 Penalty: 2861.990479
	Iteration 65Q: 3 clusters Score -838454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -838460.937500 Penalty: 2861.990479
	Iteration 66Q: 3 clusters Score -838460.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -838474.125000 Penalty: 2861.990479
	Iteration 67Q: 3 clusters Score -838474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -838481.937500 Penalty: 2861.990479
	Iteration 68Q: 3 clusters Score -838481.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -838493.687500 Penalty: 2861.990479
	Iteration 69Q: 3 clusters Score -838493.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -838505.437500 Penalty: 2861.990479
	Iteration 70Q: 3 clusters Score -838505.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -838515.562500 Penalty: 2861.990479
	Iteration 71Q: 3 clusters Score -838515.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -838530.312500 Penalty: 2861.990479
	Iteration 72Q: 3 clusters Score -838530.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -838555.500000 Penalty: 2861.990479
	Iteration 73Q: 3 clusters Score -838555.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -838585.312500 Penalty: 2861.990479
	Iteration 74Q: 3 clusters Score -838585.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -838613.437500 Penalty: 2861.990479
	Iteration 75Q: 3 clusters Score -838613.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -838635.937500 Penalty: 2861.990479
	Iteration 76Q: 3 clusters Score -838635.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -838663.687500 Penalty: 2861.990479
	Iteration 77Q: 3 clusters Score -838663.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -838703.812500 Penalty: 2861.990479
	Iteration 78Q: 3 clusters Score -838703.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -838742.000000 Penalty: 2861.990479
	Iteration 79Q: 3 clusters Score -838742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -838776.125000 Penalty: 2861.990479
	Iteration 80F: 3 clusters Score -838776.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -838797.250000 Penalty: 2861.990479
	Iteration 81Q: 3 clusters Score -838797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -838811.312500 Penalty: 2861.990479
	Iteration 82Q: 3 clusters Score -838811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -838821.312500 Penalty: 2861.990479
	Iteration 83Q: 3 clusters Score -838821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -838826.625000 Penalty: 2861.990479
	Iteration 84Q: 3 clusters Score -838826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -838833.687500 Penalty: 2861.990479
	Iteration 85Q: 3 clusters Score -838833.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -838836.000000 Penalty: 2861.990479
	Iteration 86Q: 3 clusters Score -838836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -838839.937500 Penalty: 2861.990479
	Iteration 87Q: 3 clusters Score -838839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -838841.250000 Penalty: 2861.990479
	Iteration 88Q: 3 clusters Score -838841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -838841.750000 Penalty: 2861.990479
	Iteration 89Q: 3 clusters Score -838841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -838842.562500 Penalty: 2861.990479
	Iteration 90Q: 3 clusters Score -838842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -838844.625000 Penalty: 2861.990479
	Iteration 91Q: 3 clusters Score -838844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -838846.375000 Penalty: 2861.990479
	Iteration 92Q: 3 clusters Score -838846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -838847.312500 Penalty: 2861.990479
	Iteration 93Q: 3 clusters Score -838847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -838847.937500 Penalty: 2861.990479
	Iteration 94Q: 3 clusters Score -838847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -838848.125000 Penalty: 2861.990479
	Iteration 95Q: 3 clusters Score -838848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -838848.125000 Penalty: 2861.990479
	Iteration 96F: 3 clusters Score -838848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (89480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Entering Unmasked Estep 
Score: -11895969.000000 Penalty: 1852.787720
	Iteration 0F: 2 clusters Score -1.189597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -11849011.000000 Penalty: 3705.575439
	Iteration 0F: 3 clusters Score -1.184901e+07 nChanged 42804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -11873958.000000 Penalty: 3705.575439
	Iteration 1F: 3 clusters Score -1.187396e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -11874724.000000 Penalty: 3705.575439
	Iteration 2Q: 3 clusters Score -1.187472e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -11875692.000000 Penalty: 3705.575439
	Iteration 3Q: 3 clusters Score -1.187569e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -11876865.000000 Penalty: 3705.575439
	Iteration 4Q: 3 clusters Score -1.187686e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -11878701.000000 Penalty: 3705.575439
	Iteration 5Q: 3 clusters Score -1.18787e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -11881478.000000 Penalty: 3705.575439
	Iteration 6F: 3 clusters Score -1.188148e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -11885498.000000 Penalty: 3705.575439
	Iteration 7F: 3 clusters Score -1.18855e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -11890263.000000 Penalty: 3705.575439
	Iteration 8F: 3 clusters Score -1.189026e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -11893549.000000 Penalty: 3705.575439
	Iteration 9F: 3 clusters Score -1.189355e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -11895045.000000 Penalty: 3705.575439
	Iteration 10Q: 3 clusters Score -1.189504e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -11895848.000000 Penalty: 3705.575439
	Iteration 11Q: 3 clusters Score -1.189585e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -11896776.000000 Penalty: 3705.575439
	Iteration 12Q: 3 clusters Score -1.189678e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -11897880.000000 Penalty: 3705.575439
	Iteration 13Q: 3 clusters Score -1.189788e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -11899169.000000 Penalty: 3705.575439
	Iteration 14Q: 3 clusters Score -1.189917e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -11900364.000000 Penalty: 3705.575439
	Iteration 15Q: 3 clusters Score -1.190036e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -11901595.000000 Penalty: 3705.575439
	Iteration 16Q: 3 clusters Score -1.19016e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -11902443.000000 Penalty: 3705.575439
	Iteration 17Q: 3 clusters Score -1.190244e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -11903183.000000 Penalty: 3705.575439
	Iteration 18Q: 3 clusters Score -1.190318e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -11903560.000000 Penalty: 3705.575439
	Iteration 19Q: 3 clusters Score -1.190356e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -11903829.000000 Penalty: 3705.575439
	Iteration 20F: 3 clusters Score -1.190383e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -11903988.000000 Penalty: 3705.575439
	Iteration 21Q: 3 clusters Score -1.190399e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -11904091.000000 Penalty: 3705.575439
	Iteration 22Q: 3 clusters Score -1.190409e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -11904123.000000 Penalty: 3705.575439
	Iteration 23Q: 3 clusters Score -1.190412e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -11904137.000000 Penalty: 3705.575439
	Iteration 24Q: 3 clusters Score -1.190414e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -11904124.000000 Penalty: 3705.575439
	Iteration 25Q: 3 clusters Score -1.190412e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -11904132.000000 Penalty: 3705.575439
	Iteration 26Q: 3 clusters Score -1.190413e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -11904137.000000 Penalty: 3705.575439
	Iteration 27Q: 3 clusters Score -1.190414e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -11904138.000000 Penalty: 3705.575439
	Iteration 28Q: 3 clusters Score -1.190414e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -11904139.000000 Penalty: 3705.575439
	Iteration 29Q: 3 clusters Score -1.190414e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -11904129.000000 Penalty: 3705.575439
	Iteration 30Q: 3 clusters Score -1.190413e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -11904144.000000 Penalty: 3705.575439
	Iteration 31Q: 3 clusters Score -1.190414e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -11904165.000000 Penalty: 3705.575439
	Iteration 32Q: 3 clusters Score -1.190416e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -11904187.000000 Penalty: 3705.575439
	Iteration 33Q: 3 clusters Score -1.190419e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -11904179.000000 Penalty: 3705.575439
	Iteration 34Q: 3 clusters Score -1.190418e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -11904165.000000 Penalty: 3705.575439
	Iteration 35Q: 3 clusters Score -1.190416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -11904161.000000 Penalty: 3705.575439
	Iteration 36Q: 3 clusters Score -1.190416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -11904163.000000 Penalty: 3705.575439
	Iteration 37Q: 3 clusters Score -1.190416e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -11904136.000000 Penalty: 3705.575439
	Iteration 38Q: 3 clusters Score -1.190414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -11904135.000000 Penalty: 3705.575439
	Iteration 39Q: 3 clusters Score -1.190414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -11904125.000000 Penalty: 3705.575439
	Iteration 40F: 3 clusters Score -1.190412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -11904098.000000 Penalty: 3705.575439
	Iteration 41Q: 3 clusters Score -1.19041e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -11904109.000000 Penalty: 3705.575439
	Iteration 42Q: 3 clusters Score -1.190411e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -11904112.000000 Penalty: 3705.575439
	Iteration 43Q: 3 clusters Score -1.190411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -11904119.000000 Penalty: 3705.575439
	Iteration 44Q: 3 clusters Score -1.190412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -11904139.000000 Penalty: 3705.575439
	Iteration 45Q: 3 clusters Score -1.190414e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -11904151.000000 Penalty: 3705.575439
	Iteration 46Q: 3 clusters Score -1.190415e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -11904130.000000 Penalty: 3705.575439
	Iteration 47Q: 3 clusters Score -1.190413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -11904140.000000 Penalty: 3705.575439
	Iteration 48Q: 3 clusters Score -1.190414e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -11904135.000000 Penalty: 3705.575439
	Iteration 49Q: 3 clusters Score -1.190414e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -11904133.000000 Penalty: 3705.575439
	Iteration 50Q: 3 clusters Score -1.190413e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -11904144.000000 Penalty: 3705.575439
	Iteration 51Q: 3 clusters Score -1.190414e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -11904129.000000 Penalty: 3705.575439
	Iteration 52Q: 3 clusters Score -1.190413e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -11904119.000000 Penalty: 3705.575439
	Iteration 53Q: 3 clusters Score -1.190412e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -11904117.000000 Penalty: 3705.575439
	Iteration 54Q: 3 clusters Score -1.190412e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -11904112.000000 Penalty: 3705.575439
	Iteration 55Q: 3 clusters Score -1.190411e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -11904120.000000 Penalty: 3705.575439
	Iteration 56Q: 3 clusters Score -1.190412e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -11904112.000000 Penalty: 3705.575439
	Iteration 57Q: 3 clusters Score -1.190411e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -11904125.000000 Penalty: 3705.575439
	Iteration 58Q: 3 clusters Score -1.190412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -11904119.000000 Penalty: 3705.575439
	Iteration 59Q: 3 clusters Score -1.190412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -11904105.000000 Penalty: 3705.575439
	Iteration 60F: 3 clusters Score -1.19041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -11904107.000000 Penalty: 3705.575439
	Iteration 61Q: 3 clusters Score -1.190411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -11904099.000000 Penalty: 3705.575439
	Iteration 62Q: 3 clusters Score -1.19041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -11904096.000000 Penalty: 3705.575439
	Iteration 63Q: 3 clusters Score -1.19041e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -11904090.000000 Penalty: 3705.575439
	Iteration 64Q: 3 clusters Score -1.190409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -11904112.000000 Penalty: 3705.575439
	Iteration 65Q: 3 clusters Score -1.190411e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -11904103.000000 Penalty: 3705.575439
	Iteration 66Q: 3 clusters Score -1.19041e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -11904105.000000 Penalty: 3705.575439
	Iteration 67Q: 3 clusters Score -1.19041e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -11904103.000000 Penalty: 3705.575439
	Iteration 68Q: 3 clusters Score -1.19041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -11904095.000000 Penalty: 3705.575439
	Iteration 69Q: 3 clusters Score -1.19041e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -11904105.000000 Penalty: 3705.575439
	Iteration 70Q: 3 clusters Score -1.19041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -11904092.000000 Penalty: 3705.575439
	Iteration 71Q: 3 clusters Score -1.190409e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -11904077.000000 Penalty: 3705.575439
	Iteration 72Q: 3 clusters Score -1.190408e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -11904055.000000 Penalty: 3705.575439
	Iteration 73Q: 3 clusters Score -1.190406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -11904009.000000 Penalty: 3705.575439
	Iteration 74Q: 3 clusters Score -1.190401e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -11904001.000000 Penalty: 3705.575439
	Iteration 75Q: 3 clusters Score -1.1904e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -11903972.000000 Penalty: 3705.575439
	Iteration 76Q: 3 clusters Score -1.190397e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -11903960.000000 Penalty: 3705.575439
	Iteration 77Q: 3 clusters Score -1.190396e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -11903946.000000 Penalty: 3705.575439
	Iteration 78Q: 3 clusters Score -1.190395e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -11903916.000000 Penalty: 3705.575439
	Iteration 79Q: 3 clusters Score -1.190392e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -11903918.000000 Penalty: 3705.575439
	Iteration 80F: 3 clusters Score -1.190392e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -11903882.000000 Penalty: 3705.575439
	Iteration 81Q: 3 clusters Score -1.190388e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -11903870.000000 Penalty: 3705.575439
	Iteration 82Q: 3 clusters Score -1.190387e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -11903844.000000 Penalty: 3705.575439
	Iteration 83Q: 3 clusters Score -1.190384e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -11903815.000000 Penalty: 3705.575439
	Iteration 84Q: 3 clusters Score -1.190382e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -11903785.000000 Penalty: 3705.575439
	Iteration 85Q: 3 clusters Score -1.190378e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -11903754.000000 Penalty: 3705.575439
	Iteration 86Q: 3 clusters Score -1.190375e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -11903729.000000 Penalty: 3705.575439
	Iteration 87Q: 3 clusters Score -1.190373e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -11903735.000000 Penalty: 3705.575439
	Iteration 88Q: 3 clusters Score -1.190374e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -11903757.000000 Penalty: 3705.575439
	Iteration 89Q: 3 clusters Score -1.190376e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -11903750.000000 Penalty: 3705.575439
	Iteration 90Q: 3 clusters Score -1.190375e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -11903738.000000 Penalty: 3705.575439
	Iteration 91Q: 3 clusters Score -1.190374e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -11903695.000000 Penalty: 3705.575439
	Iteration 92Q: 3 clusters Score -1.19037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -11903697.000000 Penalty: 3705.575439
	Iteration 93Q: 3 clusters Score -1.19037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -11903675.000000 Penalty: 3705.575439
	Iteration 94Q: 3 clusters Score -1.190368e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -11903674.000000 Penalty: 3705.575439
	Iteration 95Q: 3 clusters Score -1.190367e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -11903676.000000 Penalty: 3705.575439
	Iteration 96Q: 3 clusters Score -1.190368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -11903667.000000 Penalty: 3705.575439
	Iteration 97Q: 3 clusters Score -1.190367e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -11903692.000000 Penalty: 3705.575439
	Iteration 98Q: 3 clusters Score -1.190369e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -11903669.000000 Penalty: 3705.575439
	Iteration 99Q: 3 clusters Score -1.190367e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -11903642.000000 Penalty: 3705.575439
	Iteration 100F: 3 clusters Score -1.190364e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -11903607.000000 Penalty: 3705.575439
	Iteration 101Q: 3 clusters Score -1.190361e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -11903597.000000 Penalty: 3705.575439
	Iteration 102Q: 3 clusters Score -1.19036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -11903589.000000 Penalty: 3705.575439
	Iteration 103Q: 3 clusters Score -1.190359e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -11903580.000000 Penalty: 3705.575439
	Iteration 104Q: 3 clusters Score -1.190358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -11903605.000000 Penalty: 3705.575439
	Iteration 105Q: 3 clusters Score -1.19036e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -11903612.000000 Penalty: 3705.575439
	Iteration 106Q: 3 clusters Score -1.190361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -11903584.000000 Penalty: 3705.575439
	Iteration 107Q: 3 clusters Score -1.190358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -11903592.000000 Penalty: 3705.575439
	Iteration 108Q: 3 clusters Score -1.190359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -11903585.000000 Penalty: 3705.575439
	Iteration 109Q: 3 clusters Score -1.190358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -11903596.000000 Penalty: 3705.575439
	Iteration 110Q: 3 clusters Score -1.19036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -11903592.000000 Penalty: 3705.575439
	Iteration 111Q: 3 clusters Score -1.190359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -11903579.000000 Penalty: 3705.575439
	Iteration 112Q: 3 clusters Score -1.190358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -11903596.000000 Penalty: 3705.575439
	Iteration 113Q: 3 clusters Score -1.19036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -11903583.000000 Penalty: 3705.575439
	Iteration 114Q: 3 clusters Score -1.190358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -11903571.000000 Penalty: 3705.575439
	Iteration 115Q: 3 clusters Score -1.190357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -11903584.000000 Penalty: 3705.575439
	Iteration 116Q: 3 clusters Score -1.190358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -11903578.000000 Penalty: 3705.575439
	Iteration 117Q: 3 clusters Score -1.190358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -11903586.000000 Penalty: 3705.575439
	Iteration 118Q: 3 clusters Score -1.190359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -11903584.000000 Penalty: 3705.575439
	Iteration 119Q: 3 clusters Score -1.190358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -11903582.000000 Penalty: 3705.575439
	Iteration 120F: 3 clusters Score -1.190358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -11903569.000000 Penalty: 3705.575439
	Iteration 121Q: 3 clusters Score -1.190357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -11903568.000000 Penalty: 3705.575439
	Iteration 122Q: 3 clusters Score -1.190357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -11903567.000000 Penalty: 3705.575439
	Iteration 123Q: 3 clusters Score -1.190357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -11903567.000000 Penalty: 3705.575439
	Iteration 124Q: 3 clusters Score -1.190357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -11903555.000000 Penalty: 3705.575439
	Iteration 125Q: 3 clusters Score -1.190356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -11903548.000000 Penalty: 3705.575439
	Iteration 126Q: 3 clusters Score -1.190355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -11903551.000000 Penalty: 3705.575439
	Iteration 127Q: 3 clusters Score -1.190355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -11903547.000000 Penalty: 3705.575439
	Iteration 128Q: 3 clusters Score -1.190355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -11903544.000000 Penalty: 3705.575439
	Iteration 129Q: 3 clusters Score -1.190354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -11903540.000000 Penalty: 3705.575439
	Iteration 130Q: 3 clusters Score -1.190354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -11903541.000000 Penalty: 3705.575439
	Iteration 131Q: 3 clusters Score -1.190354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 3705.575439
	Iteration 132Q: 3 clusters Score -1.190353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -11903530.000000 Penalty: 3705.575439
	Iteration 133Q: 3 clusters Score -1.190353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -11903512.000000 Penalty: 3705.575439
	Iteration 134Q: 3 clusters Score -1.190351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -11903517.000000 Penalty: 3705.575439
	Iteration 135Q: 3 clusters Score -1.190352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -11903512.000000 Penalty: 3705.575439
	Iteration 136Q: 3 clusters Score -1.190351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -11903494.000000 Penalty: 3705.575439
	Iteration 137Q: 3 clusters Score -1.190349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -11903498.000000 Penalty: 3705.575439
	Iteration 138Q: 3 clusters Score -1.19035e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -11903481.000000 Penalty: 3705.575439
	Iteration 139Q: 3 clusters Score -1.190348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -11903453.000000 Penalty: 3705.575439
	Iteration 140F: 3 clusters Score -1.190345e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -11903435.000000 Penalty: 3705.575439
	Iteration 141Q: 3 clusters Score -1.190344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -11903418.000000 Penalty: 3705.575439
	Iteration 142Q: 3 clusters Score -1.190342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -11903403.000000 Penalty: 3705.575439
	Iteration 143Q: 3 clusters Score -1.19034e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -11903366.000000 Penalty: 3705.575439
	Iteration 144Q: 3 clusters Score -1.190337e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -11903349.000000 Penalty: 3705.575439
	Iteration 145Q: 3 clusters Score -1.190335e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -11903338.000000 Penalty: 3705.575439
	Iteration 146Q: 3 clusters Score -1.190334e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -11903308.000000 Penalty: 3705.575439
	Iteration 147Q: 3 clusters Score -1.190331e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -11903265.000000 Penalty: 3705.575439
	Iteration 148Q: 3 clusters Score -1.190326e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -11903258.000000 Penalty: 3705.575439
	Iteration 149Q: 3 clusters Score -1.190326e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -11903229.000000 Penalty: 3705.575439
	Iteration 150Q: 3 clusters Score -1.190323e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -11903220.000000 Penalty: 3705.575439
	Iteration 151Q: 3 clusters Score -1.190322e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -11903195.000000 Penalty: 3705.575439
	Iteration 152Q: 3 clusters Score -1.19032e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -11903169.000000 Penalty: 3705.575439
	Iteration 153Q: 3 clusters Score -1.190317e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -11903145.000000 Penalty: 3705.575439
	Iteration 154Q: 3 clusters Score -1.190314e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -11903130.000000 Penalty: 3705.575439
	Iteration 155Q: 3 clusters Score -1.190313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -11903125.000000 Penalty: 3705.575439
	Iteration 156Q: 3 clusters Score -1.190312e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -11903097.000000 Penalty: 3705.575439
	Iteration 157Q: 3 clusters Score -1.19031e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -11903097.000000 Penalty: 3705.575439
	Iteration 158Q: 3 clusters Score -1.19031e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -11903083.000000 Penalty: 3705.575439
	Iteration 159Q: 3 clusters Score -1.190308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -11903063.000000 Penalty: 3705.575439
	Iteration 160F: 3 clusters Score -1.190306e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -11903054.000000 Penalty: 3705.575439
	Iteration 161Q: 3 clusters Score -1.190305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -11903023.000000 Penalty: 3705.575439
	Iteration 162Q: 3 clusters Score -1.190302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -11902986.000000 Penalty: 3705.575439
	Iteration 163Q: 3 clusters Score -1.190299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -11902994.000000 Penalty: 3705.575439
	Iteration 164Q: 3 clusters Score -1.190299e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -11902970.000000 Penalty: 3705.575439
	Iteration 165Q: 3 clusters Score -1.190297e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -11902946.000000 Penalty: 3705.575439
	Iteration 166Q: 3 clusters Score -1.190295e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -11902936.000000 Penalty: 3705.575439
	Iteration 167Q: 3 clusters Score -1.190294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -11902913.000000 Penalty: 3705.575439
	Iteration 168Q: 3 clusters Score -1.190291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -11902936.000000 Penalty: 3705.575439
	Iteration 169Q: 3 clusters Score -1.190294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -11902932.000000 Penalty: 3705.575439
	Iteration 170Q: 3 clusters Score -1.190293e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -11902917.000000 Penalty: 3705.575439
	Iteration 171Q: 3 clusters Score -1.190292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -11902911.000000 Penalty: 3705.575439
	Iteration 172Q: 3 clusters Score -1.190291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -11902911.000000 Penalty: 3705.575439
	Iteration 173Q: 3 clusters Score -1.190291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -11902902.000000 Penalty: 3705.575439
	Iteration 174Q: 3 clusters Score -1.19029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -11902893.000000 Penalty: 3705.575439
	Iteration 175Q: 3 clusters Score -1.190289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -11902905.000000 Penalty: 3705.575439
	Iteration 176Q: 3 clusters Score -1.19029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -11902897.000000 Penalty: 3705.575439
	Iteration 177Q: 3 clusters Score -1.19029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -11902896.000000 Penalty: 3705.575439
	Iteration 178Q: 3 clusters Score -1.19029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -11902882.000000 Penalty: 3705.575439
	Iteration 179Q: 3 clusters Score -1.190288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -11902867.000000 Penalty: 3705.575439
	Iteration 180F: 3 clusters Score -1.190287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -11902867.000000 Penalty: 3705.575439
	Iteration 181Q: 3 clusters Score -1.190287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -11902878.000000 Penalty: 3705.575439
	Iteration 182Q: 3 clusters Score -1.190288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -11902879.000000 Penalty: 3705.575439
	Iteration 183Q: 3 clusters Score -1.190288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -11902878.000000 Penalty: 3705.575439
	Iteration 184Q: 3 clusters Score -1.190288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -11902874.000000 Penalty: 3705.575439
	Iteration 185Q: 3 clusters Score -1.190287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -11902874.000000 Penalty: 3705.575439
	Iteration 186Q: 3 clusters Score -1.190287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -11902876.000000 Penalty: 3705.575439
	Iteration 187Q: 3 clusters Score -1.190288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -11902867.000000 Penalty: 3705.575439
	Iteration 188Q: 3 clusters Score -1.190287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -11902850.000000 Penalty: 3705.575439
	Iteration 189Q: 3 clusters Score -1.190285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -11902866.000000 Penalty: 3705.575439
	Iteration 190Q: 3 clusters Score -1.190287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -11902851.000000 Penalty: 3705.575439
	Iteration 191Q: 3 clusters Score -1.190285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -11902847.000000 Penalty: 3705.575439
	Iteration 192Q: 3 clusters Score -1.190285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -11902845.000000 Penalty: 3705.575439
	Iteration 193Q: 3 clusters Score -1.190284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -11902846.000000 Penalty: 3705.575439
	Iteration 194Q: 3 clusters Score -1.190285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -11902849.000000 Penalty: 3705.575439
	Iteration 195Q: 3 clusters Score -1.190285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -11902833.000000 Penalty: 3705.575439
	Iteration 196Q: 3 clusters Score -1.190283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -11902833.000000 Penalty: 3705.575439
	Iteration 197Q: 3 clusters Score -1.190283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -11902833.000000 Penalty: 3705.575439
	Iteration 198Q: 3 clusters Score -1.190283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -11902839.000000 Penalty: 3705.575439
	Iteration 199Q: 3 clusters Score -1.190284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -11902839.000000 Penalty: 3705.575439
	Iteration 200F: 3 clusters Score -1.190284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -11902846.000000 Penalty: 3705.575439
	Iteration 201Q: 3 clusters Score -1.190285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -11902856.000000 Penalty: 3705.575439
	Iteration 202Q: 3 clusters Score -1.190286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -11902853.000000 Penalty: 3705.575439
	Iteration 203Q: 3 clusters Score -1.190285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -11902858.000000 Penalty: 3705.575439
	Iteration 204Q: 3 clusters Score -1.190286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -11902852.000000 Penalty: 3705.575439
	Iteration 205Q: 3 clusters Score -1.190285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -11902856.000000 Penalty: 3705.575439
	Iteration 206Q: 3 clusters Score -1.190286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -11902863.000000 Penalty: 3705.575439
	Iteration 207Q: 3 clusters Score -1.190286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -11902863.000000 Penalty: 3705.575439
	Iteration 208F: 3 clusters Score -1.190286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 39007 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 23628 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Mstep: Class 32 contains 58416 members 
Mstep: Class 33 contains 68 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 71911 members 
Mstep: Class 36 contains 65852 members 
Entering Unmasked Estep 
Score: -127712168.000000 Penalty: 80824.070312
Splitting cluster 23 changes total score from -127678904.000000 to -127712168.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -7045.242188 Penalty: 740.005005
	Iteration 0F: 2 clusters Score -7045.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6717.058594 Penalty: 1480.010010
	Iteration 0F: 3 clusters Score -6717.059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6777.217285 Penalty: 1480.010010
	Iteration 1F: 3 clusters Score -6777.217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6793.348633 Penalty: 1480.010010
	Iteration 2Q: 3 clusters Score -6793.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6797.552734 Penalty: 1480.010010
	Iteration 3Q: 3 clusters Score -6797.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6797.552734 Penalty: 1480.010010
	Iteration 4F: 3 clusters Score -6797.553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -367039.000000 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -367039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -364333.906250 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -364333.9 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364964.468750 Penalty: 2593.952148
	Iteration 1F: 3 clusters Score -364964.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -365093.187500 Penalty: 2593.952148
	Iteration 2F: 3 clusters Score -365093.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -365213.968750 Penalty: 2593.952148
	Iteration 3Q: 3 clusters Score -365214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -365323.406250 Penalty: 2593.952148
	Iteration 4F: 3 clusters Score -365323.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -365414.093750 Penalty: 2593.952148
	Iteration 5Q: 3 clusters Score -365414.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -365496.000000 Penalty: 2593.952148
	Iteration 6Q: 3 clusters Score -365496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -365580.156250 Penalty: 2593.952148
	Iteration 7Q: 3 clusters Score -365580.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -365685.406250 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -365685.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -365829.187500 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -365829.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -365989.718750 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -365989.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -366080.250000 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -366080.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -366151.500000 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -366151.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -366196.093750 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -366196.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -366233.312500 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -366233.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366264.500000 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -366264.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -366283.781250 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -366283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -366292.062500 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -366292.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -366296.062500 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -366296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -366300.062500 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -366300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -366301.000000 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -366301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -366302.718750 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -366302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -366304.406250 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -366304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -366305.937500 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -366305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -366307.062500 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -366307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -366308.000000 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -366308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -366308.437500 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -366308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -366309.187500 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -366309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -366309.187500 Penalty: 2593.952148
	Iteration 28F: 3 clusters Score -366309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -2447485.000000 Penalty: 1603.257690
	Iteration 0F: 2 clusters Score -2447485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2434486.250000 Penalty: 3206.515381
	Iteration 0F: 3 clusters Score -2434486 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2439644.750000 Penalty: 3206.515381
	Iteration 1F: 3 clusters Score -2439645 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2440659.250000 Penalty: 3206.515381
	Iteration 2F: 3 clusters Score -2440659 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2442078.500000 Penalty: 3206.515381
	Iteration 3F: 3 clusters Score -2442078 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2443518.250000 Penalty: 3206.515381
	Iteration 4F: 3 clusters Score -2443518 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2444666.750000 Penalty: 3206.515381
	Iteration 5F: 3 clusters Score -2444667 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2445554.250000 Penalty: 3206.515381
	Iteration 6F: 3 clusters Score -2445554 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2446306.500000 Penalty: 3206.515381
	Iteration 7Q: 3 clusters Score -2446306 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2446946.750000 Penalty: 3206.515381
	Iteration 8Q: 3 clusters Score -2446947 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2447545.250000 Penalty: 3206.515381
	Iteration 9Q: 3 clusters Score -2447545 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2448020.000000 Penalty: 3206.515381
	Iteration 10Q: 3 clusters Score -2448020 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2448389.250000 Penalty: 3206.515381
	Iteration 11Q: 3 clusters Score -2448389 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2448631.500000 Penalty: 3206.515381
	Iteration 12Q: 3 clusters Score -2448632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2448739.500000 Penalty: 3206.515381
	Iteration 13Q: 3 clusters Score -2448740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2448796.250000 Penalty: 3206.515381
	Iteration 14Q: 3 clusters Score -2448796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2448836.250000 Penalty: 3206.515381
	Iteration 15Q: 3 clusters Score -2448836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2448851.000000 Penalty: 3206.515381
	Iteration 16Q: 3 clusters Score -2448851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2448854.250000 Penalty: 3206.515381
	Iteration 17Q: 3 clusters Score -2448854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2448861.500000 Penalty: 3206.515381
	Iteration 18Q: 3 clusters Score -2448862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2448862.750000 Penalty: 3206.515381
	Iteration 19Q: 3 clusters Score -2448863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2448873.500000 Penalty: 3206.515381
	Iteration 20F: 3 clusters Score -2448874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2448874.750000 Penalty: 3206.515381
	Iteration 21Q: 3 clusters Score -2448875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2448876.250000 Penalty: 3206.515381
	Iteration 22Q: 3 clusters Score -2448876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2448875.250000 Penalty: 3206.515381
	Iteration 23Q: 3 clusters Score -2448875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2448876.000000 Penalty: 3206.515381
	Iteration 24Q: 3 clusters Score -2448876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2448876.500000 Penalty: 3206.515381
	Iteration 25Q: 3 clusters Score -2448876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2448878.500000 Penalty: 3206.515381
	Iteration 26Q: 3 clusters Score -2448878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2448878.750000 Penalty: 3206.515381
	Iteration 27Q: 3 clusters Score -2448879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2448877.750000 Penalty: 3206.515381
	Iteration 28Q: 3 clusters Score -2448878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2448877.750000 Penalty: 3206.515381
	Iteration 29F: 3 clusters Score -2448878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 39007 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 23628 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 16706 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Mstep: Class 32 contains 58416 members 
Mstep: Class 33 contains 68 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 71911 members 
Mstep: Class 36 contains 65852 members 
Mstep: Class 37 contains 2562 members 
Entering Unmasked Estep 
Score: -127712592.000000 Penalty: 83069.179688
Splitting cluster 26 changes total score from -127678904.000000 to -127712592.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -37788.773438 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -37788.77 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 163 members 
Entering Unmasked Estep 
Score: -36945.218750 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -36945.22 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37087.363281 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -37087.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37133.402344 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -37133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37147.746094 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -37147.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37155.445312 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -37155.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37168.914062 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -37168.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37183.632812 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -37183.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37221.183594 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -37221.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37240.386719 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -37240.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37252.601562 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -37252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37281.273438 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -37281.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37293.027344 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -37293.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37302.441406 Penalty: 1911.173340
	Iteration 12Q: 3 clusters Score -37302.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37306.667969 Penalty: 1911.173340
	Iteration 13Q: 3 clusters Score -37306.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37308.656250 Penalty: 1911.173340
	Iteration 14Q: 3 clusters Score -37308.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37311.332031 Penalty: 1911.173340
	Iteration 15Q: 3 clusters Score -37311.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37312.746094 Penalty: 1911.173340
	Iteration 16Q: 3 clusters Score -37312.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37313.914062 Penalty: 1911.173340
	Iteration 17Q: 3 clusters Score -37313.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37315.886719 Penalty: 1911.173340
	Iteration 18Q: 3 clusters Score -37315.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37323.660156 Penalty: 1911.173340
	Iteration 19Q: 3 clusters Score -37323.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37334.597656 Penalty: 1911.173340
	Iteration 20F: 3 clusters Score -37334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37366.867188 Penalty: 1911.173340
	Iteration 21Q: 3 clusters Score -37366.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37373.589844 Penalty: 1911.173340
	Iteration 22Q: 3 clusters Score -37373.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37373.589844 Penalty: 1911.173340
	Iteration 23F: 3 clusters Score -37373.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Entering Unmasked Estep 
Score: -1734583.875000 Penalty: 1544.711426
	Iteration 0F: 2 clusters Score -1734584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1725152.500000 Penalty: 3089.422852
	Iteration 0F: 3 clusters Score -1725152 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1728341.250000 Penalty: 3089.422852
	Iteration 1F: 3 clusters Score -1728341 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1728646.375000 Penalty: 3089.422852
	Iteration 2F: 3 clusters Score -1728646 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1728931.000000 Penalty: 3089.422852
	Iteration 3Q: 3 clusters Score -1728931 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1729238.625000 Penalty: 3089.422852
	Iteration 4Q: 3 clusters Score -1729239 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1729605.250000 Penalty: 3089.422852
	Iteration 5F: 3 clusters Score -1729605 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1730068.250000 Penalty: 3089.422852
	Iteration 6F: 3 clusters Score -1730068 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1730645.000000 Penalty: 3089.422852
	Iteration 7F: 3 clusters Score -1730645 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1731274.375000 Penalty: 3089.422852
	Iteration 8F: 3 clusters Score -1731274 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1731915.500000 Penalty: 3089.422852
	Iteration 9F: 3 clusters Score -1731916 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1732498.500000 Penalty: 3089.422852
	Iteration 10Q: 3 clusters Score -1732498 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1732891.000000 Penalty: 3089.422852
	Iteration 11Q: 3 clusters Score -1732891 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1733104.750000 Penalty: 3089.422852
	Iteration 12Q: 3 clusters Score -1733105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1733201.625000 Penalty: 3089.422852
	Iteration 13Q: 3 clusters Score -1733202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1733245.500000 Penalty: 3089.422852
	Iteration 14Q: 3 clusters Score -1733246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1733269.500000 Penalty: 3089.422852
	Iteration 15Q: 3 clusters Score -1733270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1733294.875000 Penalty: 3089.422852
	Iteration 16Q: 3 clusters Score -1733295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1733318.250000 Penalty: 3089.422852
	Iteration 17Q: 3 clusters Score -1733318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1733334.875000 Penalty: 3089.422852
	Iteration 18Q: 3 clusters Score -1733335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1733346.125000 Penalty: 3089.422852
	Iteration 19Q: 3 clusters Score -1733346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1733353.375000 Penalty: 3089.422852
	Iteration 20F: 3 clusters Score -1733353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1733357.375000 Penalty: 3089.422852
	Iteration 21Q: 3 clusters Score -1733357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1733359.625000 Penalty: 3089.422852
	Iteration 22Q: 3 clusters Score -1733360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1733358.500000 Penalty: 3089.422852
	Iteration 23Q: 3 clusters Score -1733358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1733361.500000 Penalty: 3089.422852
	Iteration 24Q: 3 clusters Score -1733362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1733362.000000 Penalty: 3089.422852
	Iteration 25Q: 3 clusters Score -1733362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1733361.500000 Penalty: 3089.422852
	Iteration 26Q: 3 clusters Score -1733362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1733362.750000 Penalty: 3089.422852
	Iteration 27Q: 3 clusters Score -1733363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1733362.750000 Penalty: 3089.422852
	Iteration 28F: 3 clusters Score -1733363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (79418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Entering Unmasked Estep 
Score: -10421306.000000 Penalty: 1833.403076
	Iteration 0F: 2 clusters Score -1.042131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -10373202.000000 Penalty: 3666.806152
	Iteration 0F: 3 clusters Score -1.03732e+07 nChanged 37895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -10396350.000000 Penalty: 3666.806152
	Iteration 1F: 3 clusters Score -1.039635e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -10399306.000000 Penalty: 3666.806152
	Iteration 2F: 3 clusters Score -1.039931e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -10404179.000000 Penalty: 3666.806152
	Iteration 3F: 3 clusters Score -1.040418e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -10411034.000000 Penalty: 3666.806152
	Iteration 4F: 3 clusters Score -1.041103e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -10417467.000000 Penalty: 3666.806152
	Iteration 5F: 3 clusters Score -1.041747e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -10420931.000000 Penalty: 3666.806152
	Iteration 6F: 3 clusters Score -1.042093e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -10422213.000000 Penalty: 3666.806152
	Iteration 7Q: 3 clusters Score -1.042221e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -10422428.000000 Penalty: 3666.806152
	Iteration 8Q: 3 clusters Score -1.042243e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -10422371.000000 Penalty: 3666.806152
	Iteration 9Q: 3 clusters Score -1.042237e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -10422287.000000 Penalty: 3666.806152
	Iteration 10Q: 3 clusters Score -1.042229e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -10422128.000000 Penalty: 3666.806152
	Iteration 11Q: 3 clusters Score -1.042213e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -10422012.000000 Penalty: 3666.806152
	Iteration 12Q: 3 clusters Score -1.042201e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -10421856.000000 Penalty: 3666.806152
	Iteration 13Q: 3 clusters Score -1.042186e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -10421766.000000 Penalty: 3666.806152
	Iteration 14Q: 3 clusters Score -1.042177e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -10421658.000000 Penalty: 3666.806152
	Iteration 15Q: 3 clusters Score -1.042166e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -10421573.000000 Penalty: 3666.806152
	Iteration 16Q: 3 clusters Score -1.042157e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -10421548.000000 Penalty: 3666.806152
	Iteration 17Q: 3 clusters Score -1.042155e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -10421498.000000 Penalty: 3666.806152
	Iteration 18Q: 3 clusters Score -1.04215e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -10421455.000000 Penalty: 3666.806152
	Iteration 19Q: 3 clusters Score -1.042146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -10421433.000000 Penalty: 3666.806152
	Iteration 20F: 3 clusters Score -1.042143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -10421415.000000 Penalty: 3666.806152
	Iteration 21Q: 3 clusters Score -1.042142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -10421386.000000 Penalty: 3666.806152
	Iteration 22Q: 3 clusters Score -1.042139e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -10421365.000000 Penalty: 3666.806152
	Iteration 23Q: 3 clusters Score -1.042136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -10421345.000000 Penalty: 3666.806152
	Iteration 24Q: 3 clusters Score -1.042134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -10421334.000000 Penalty: 3666.806152
	Iteration 25Q: 3 clusters Score -1.042133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -10421304.000000 Penalty: 3666.806152
	Iteration 26Q: 3 clusters Score -1.04213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -10421300.000000 Penalty: 3666.806152
	Iteration 27Q: 3 clusters Score -1.04213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -10421306.000000 Penalty: 3666.806152
	Iteration 28Q: 3 clusters Score -1.042131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -10421312.000000 Penalty: 3666.806152
	Iteration 29Q: 3 clusters Score -1.042131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -10421293.000000 Penalty: 3666.806152
	Iteration 30Q: 3 clusters Score -1.042129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -10421278.000000 Penalty: 3666.806152
	Iteration 31Q: 3 clusters Score -1.042128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -10421266.000000 Penalty: 3666.806152
	Iteration 32Q: 3 clusters Score -1.042127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10421272.000000 Penalty: 3666.806152
	Iteration 33Q: 3 clusters Score -1.042127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -10421263.000000 Penalty: 3666.806152
	Iteration 34Q: 3 clusters Score -1.042126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -10421261.000000 Penalty: 3666.806152
	Iteration 35Q: 3 clusters Score -1.042126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -10421265.000000 Penalty: 3666.806152
	Iteration 36Q: 3 clusters Score -1.042126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -10421261.000000 Penalty: 3666.806152
	Iteration 37Q: 3 clusters Score -1.042126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -10421270.000000 Penalty: 3666.806152
	Iteration 38Q: 3 clusters Score -1.042127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10421263.000000 Penalty: 3666.806152
	Iteration 39Q: 3 clusters Score -1.042126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -10421253.000000 Penalty: 3666.806152
	Iteration 40F: 3 clusters Score -1.042125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -10421251.000000 Penalty: 3666.806152
	Iteration 41Q: 3 clusters Score -1.042125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -10421259.000000 Penalty: 3666.806152
	Iteration 42Q: 3 clusters Score -1.042126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10421260.000000 Penalty: 3666.806152
	Iteration 43Q: 3 clusters Score -1.042126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -10421259.000000 Penalty: 3666.806152
	Iteration 44Q: 3 clusters Score -1.042126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10421257.000000 Penalty: 3666.806152
	Iteration 45Q: 3 clusters Score -1.042126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10421257.000000 Penalty: 3666.806152
	Iteration 46F: 3 clusters Score -1.042126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -2343555.000000 Penalty: 1599.374268
	Iteration 0F: 2 clusters Score -2343555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2330708.500000 Penalty: 3198.748535
	Iteration 0F: 3 clusters Score -2330708 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2335409.250000 Penalty: 3198.748535
	Iteration 1F: 3 clusters Score -2335409 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2335741.500000 Penalty: 3198.748535
	Iteration 2F: 3 clusters Score -2335742 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2336058.500000 Penalty: 3198.748535
	Iteration 3Q: 3 clusters Score -2336058 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2336408.750000 Penalty: 3198.748535
	Iteration 4Q: 3 clusters Score -2336409 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2336844.750000 Penalty: 3198.748535
	Iteration 5Q: 3 clusters Score -2336845 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2337370.000000 Penalty: 3198.748535
	Iteration 6F: 3 clusters Score -2337370 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2337960.500000 Penalty: 3198.748535
	Iteration 7F: 3 clusters Score -2337960 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2338659.000000 Penalty: 3198.748535
	Iteration 8F: 3 clusters Score -2338659 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2339409.750000 Penalty: 3198.748535
	Iteration 9F: 3 clusters Score -2339410 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2340143.500000 Penalty: 3198.748535
	Iteration 10F: 3 clusters Score -2340144 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2340744.500000 Penalty: 3198.748535
	Iteration 11Q: 3 clusters Score -2340744 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2341286.750000 Penalty: 3198.748535
	Iteration 12Q: 3 clusters Score -2341287 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2341675.750000 Penalty: 3198.748535
	Iteration 13Q: 3 clusters Score -2341676 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2341883.250000 Penalty: 3198.748535
	Iteration 14Q: 3 clusters Score -2341883 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2341995.500000 Penalty: 3198.748535
	Iteration 15Q: 3 clusters Score -2341996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2342053.250000 Penalty: 3198.748535
	Iteration 16Q: 3 clusters Score -2342053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2342091.250000 Penalty: 3198.748535
	Iteration 17Q: 3 clusters Score -2342091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2342109.250000 Penalty: 3198.748535
	Iteration 18Q: 3 clusters Score -2342109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2342123.000000 Penalty: 3198.748535
	Iteration 19Q: 3 clusters Score -2342123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2342136.750000 Penalty: 3198.748535
	Iteration 20F: 3 clusters Score -2342137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2342140.000000 Penalty: 3198.748535
	Iteration 21Q: 3 clusters Score -2342140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2342142.750000 Penalty: 3198.748535
	Iteration 22Q: 3 clusters Score -2342143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2342146.000000 Penalty: 3198.748535
	Iteration 23Q: 3 clusters Score -2342146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2342152.500000 Penalty: 3198.748535
	Iteration 24Q: 3 clusters Score -2342152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2342158.250000 Penalty: 3198.748535
	Iteration 25Q: 3 clusters Score -2342158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2342162.750000 Penalty: 3198.748535
	Iteration 26Q: 3 clusters Score -2342163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2342162.750000 Penalty: 3198.748535
	Iteration 27Q: 3 clusters Score -2342163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2342163.250000 Penalty: 3198.748535
	Iteration 28Q: 3 clusters Score -2342163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2342163.250000 Penalty: 3198.748535
	Iteration 29F: 3 clusters Score -2342163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (78192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Entering Unmasked Estep 
Score: -10423571.000000 Penalty: 1830.875000
	Iteration 0F: 2 clusters Score -1.042357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -10377762.000000 Penalty: 3661.750000
	Iteration 0F: 3 clusters Score -1.037776e+07 nChanged 37082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -10398926.000000 Penalty: 3661.750000
	Iteration 1F: 3 clusters Score -1.039893e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -10399512.000000 Penalty: 3661.750000
	Iteration 2Q: 3 clusters Score -1.039951e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -10400362.000000 Penalty: 3661.750000
	Iteration 3Q: 3 clusters Score -1.040036e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -10401543.000000 Penalty: 3661.750000
	Iteration 4Q: 3 clusters Score -1.040154e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -10403296.000000 Penalty: 3661.750000
	Iteration 5Q: 3 clusters Score -1.04033e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -10405947.000000 Penalty: 3661.750000
	Iteration 6F: 3 clusters Score -1.040595e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -10409328.000000 Penalty: 3661.750000
	Iteration 7F: 3 clusters Score -1.040933e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -10412888.000000 Penalty: 3661.750000
	Iteration 8F: 3 clusters Score -1.041289e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -10416443.000000 Penalty: 3661.750000
	Iteration 9F: 3 clusters Score -1.041644e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -10418752.000000 Penalty: 3661.750000
	Iteration 10Q: 3 clusters Score -1.041875e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -10420006.000000 Penalty: 3661.750000
	Iteration 11Q: 3 clusters Score -1.042001e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -10420574.000000 Penalty: 3661.750000
	Iteration 12Q: 3 clusters Score -1.042057e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -10421026.000000 Penalty: 3661.750000
	Iteration 13Q: 3 clusters Score -1.042103e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -10421499.000000 Penalty: 3661.750000
	Iteration 14Q: 3 clusters Score -1.04215e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -10421778.000000 Penalty: 3661.750000
	Iteration 15Q: 3 clusters Score -1.042178e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -10422061.000000 Penalty: 3661.750000
	Iteration 16Q: 3 clusters Score -1.042206e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -10422226.000000 Penalty: 3661.750000
	Iteration 17Q: 3 clusters Score -1.042223e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -10422441.000000 Penalty: 3661.750000
	Iteration 18Q: 3 clusters Score -1.042244e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -10422661.000000 Penalty: 3661.750000
	Iteration 19Q: 3 clusters Score -1.042266e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -10422843.000000 Penalty: 3661.750000
	Iteration 20F: 3 clusters Score -1.042284e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -10422989.000000 Penalty: 3661.750000
	Iteration 21Q: 3 clusters Score -1.042299e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -10423098.000000 Penalty: 3661.750000
	Iteration 22Q: 3 clusters Score -1.04231e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -10423146.000000 Penalty: 3661.750000
	Iteration 23Q: 3 clusters Score -1.042315e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -10423174.000000 Penalty: 3661.750000
	Iteration 24Q: 3 clusters Score -1.042317e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -10423296.000000 Penalty: 3661.750000
	Iteration 25Q: 3 clusters Score -1.04233e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -10423406.000000 Penalty: 3661.750000
	Iteration 26Q: 3 clusters Score -1.042341e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -10423432.000000 Penalty: 3661.750000
	Iteration 27Q: 3 clusters Score -1.042343e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -10423452.000000 Penalty: 3661.750000
	Iteration 28Q: 3 clusters Score -1.042345e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -10423455.000000 Penalty: 3661.750000
	Iteration 29Q: 3 clusters Score -1.042346e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -10423484.000000 Penalty: 3661.750000
	Iteration 30Q: 3 clusters Score -1.042348e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -10423466.000000 Penalty: 3661.750000
	Iteration 31Q: 3 clusters Score -1.042347e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -10423456.000000 Penalty: 3661.750000
	Iteration 32Q: 3 clusters Score -1.042346e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -10423452.000000 Penalty: 3661.750000
	Iteration 33Q: 3 clusters Score -1.042345e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -10423465.000000 Penalty: 3661.750000
	Iteration 34Q: 3 clusters Score -1.042346e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -10423468.000000 Penalty: 3661.750000
	Iteration 35Q: 3 clusters Score -1.042347e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -10423466.000000 Penalty: 3661.750000
	Iteration 36Q: 3 clusters Score -1.042347e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -10423466.000000 Penalty: 3661.750000
	Iteration 37Q: 3 clusters Score -1.042347e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -10423456.000000 Penalty: 3661.750000
	Iteration 38Q: 3 clusters Score -1.042346e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -10423415.000000 Penalty: 3661.750000
	Iteration 39Q: 3 clusters Score -1.042342e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -10423417.000000 Penalty: 3661.750000
	Iteration 40F: 3 clusters Score -1.042342e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -10423392.000000 Penalty: 3661.750000
	Iteration 41Q: 3 clusters Score -1.042339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10423383.000000 Penalty: 3661.750000
	Iteration 42Q: 3 clusters Score -1.042338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -10423387.000000 Penalty: 3661.750000
	Iteration 43Q: 3 clusters Score -1.042339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -10423378.000000 Penalty: 3661.750000
	Iteration 44Q: 3 clusters Score -1.042338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -10423364.000000 Penalty: 3661.750000
	Iteration 45Q: 3 clusters Score -1.042336e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -10423352.000000 Penalty: 3661.750000
	Iteration 46Q: 3 clusters Score -1.042335e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -10423318.000000 Penalty: 3661.750000
	Iteration 47Q: 3 clusters Score -1.042332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -10423315.000000 Penalty: 3661.750000
	Iteration 48Q: 3 clusters Score -1.042332e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -10423317.000000 Penalty: 3661.750000
	Iteration 49Q: 3 clusters Score -1.042332e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -10423315.000000 Penalty: 3661.750000
	Iteration 50Q: 3 clusters Score -1.042332e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -10423319.000000 Penalty: 3661.750000
	Iteration 51Q: 3 clusters Score -1.042332e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -10423300.000000 Penalty: 3661.750000
	Iteration 52Q: 3 clusters Score -1.04233e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -10423317.000000 Penalty: 3661.750000
	Iteration 53Q: 3 clusters Score -1.042332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -10423291.000000 Penalty: 3661.750000
	Iteration 54Q: 3 clusters Score -1.042329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -10423284.000000 Penalty: 3661.750000
	Iteration 55Q: 3 clusters Score -1.042328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -10423287.000000 Penalty: 3661.750000
	Iteration 56Q: 3 clusters Score -1.042329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -10423272.000000 Penalty: 3661.750000
	Iteration 57Q: 3 clusters Score -1.042327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -10423266.000000 Penalty: 3661.750000
	Iteration 58Q: 3 clusters Score -1.042327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -10423259.000000 Penalty: 3661.750000
	Iteration 59Q: 3 clusters Score -1.042326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -10423263.000000 Penalty: 3661.750000
	Iteration 60F: 3 clusters Score -1.042326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -10423262.000000 Penalty: 3661.750000
	Iteration 61Q: 3 clusters Score -1.042326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -10423263.000000 Penalty: 3661.750000
	Iteration 62Q: 3 clusters Score -1.042326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -10423261.000000 Penalty: 3661.750000
	Iteration 63Q: 3 clusters Score -1.042326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -10423259.000000 Penalty: 3661.750000
	Iteration 64Q: 3 clusters Score -1.042326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -10423254.000000 Penalty: 3661.750000
	Iteration 65Q: 3 clusters Score -1.042325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -10423240.000000 Penalty: 3661.750000
	Iteration 66Q: 3 clusters Score -1.042324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -10423248.000000 Penalty: 3661.750000
	Iteration 67Q: 3 clusters Score -1.042325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -10423245.000000 Penalty: 3661.750000
	Iteration 68Q: 3 clusters Score -1.042324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -10423248.000000 Penalty: 3661.750000
	Iteration 69Q: 3 clusters Score -1.042325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -10423248.000000 Penalty: 3661.750000
	Iteration 70F: 3 clusters Score -1.042325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 84649 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 57361 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 39007 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 23628 members 
Mstep: Class 24 contains 95 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 16706 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 79418 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 78192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 2007.309814 but Gain 2245.109375
Score: -127725848.000000 Penalty: 80824.070312
Iteration 79Q: 37 clusters Score -1.277258e+08 nChanged 30917
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 72190 members 
Mstep: Class 4 contains 52461 members 
Mstep: Class 5 contains 46075 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 84611 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 48675 members 
Mstep: Class 13 contains 57543 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 41888 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 6828 members 
Mstep: Class 23 contains 25998 members 
Mstep: Class 24 contains 102 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 16971 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 13623 members 
Mstep: Class 29 contains 77307 members 
Mstep: Class 30 contains 19158 members 
Mstep: Class 31 contains 77005 members 
Mstep: Class 32 contains 57731 members 
Mstep: Class 34 contains 1524 members 
Mstep: Class 35 contains 70578 members 
Mstep: Class 36 contains 63460 members 
Mstep: Class 37 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127738680.000000 Penalty: 80824.070312
Iteration 80F: 37 clusters Score -1.277387e+08 nChanged 28129
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 68016 members 
Mstep: Class 4 contains 54673 members 
Mstep: Class 5 contains 47563 members 
Mstep: Class 6 contains 239 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 25794 members 
Mstep: Class 9 contains 82558 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 46531 members 
Mstep: Class 13 contains 56780 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 44416 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 22 contains 6809 members 
Mstep: Class 23 contains 27000 members 
Mstep: Class 24 contains 102 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 17141 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 13724 members 
Mstep: Class 29 contains 74369 members 
Mstep: Class 30 contains 19273 members 
Mstep: Class 31 contains 76257 members 
Mstep: Class 32 contains 57882 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 73962 members 
Mstep: Class 36 contains 65278 members 
Mstep: Class 37 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127744144.000000 Penalty: 80824.070312
Iteration 81Q: 37 clusters Score -1.277441e+08 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 64874 members 
Mstep: Class 4 contains 56166 members 
Mstep: Class 5 contains 48381 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 25407 members 
Mstep: Class 9 contains 81164 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 44674 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 47202 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 6774 members 
Mstep: Class 23 contains 27904 members 
Mstep: Class 24 contains 100 members 
Mstep: Class 25 contains 2868 members 
Mstep: Class 26 contains 17293 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 13836 members 
Mstep: Class 29 contains 71561 members 
Mstep: Class 30 contains 19346 members 
Mstep: Class 31 contains 75901 members 
Mstep: Class 32 contains 58352 members 
Mstep: Class 34 contains 1669 members 
Mstep: Class 35 contains 76235 members 
Mstep: Class 36 contains 66176 members 
Mstep: Class 37 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127748208.000000 Penalty: 80824.070312
Iteration 82Q: 37 clusters Score -1.277482e+08 nChanged 16259
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 13833 members 
Mstep: Class 3 contains 62453 members 
Mstep: Class 4 contains 57364 members 
Mstep: Class 5 contains 48837 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 25020 members 
Mstep: Class 9 contains 80172 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 42970 members 
Mstep: Class 13 contains 55467 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 14206 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 50078 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 6752 members 
Mstep: Class 23 contains 28864 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2853 members 
Mstep: Class 26 contains 17395 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 13983 members 
Mstep: Class 29 contains 68807 members 
Mstep: Class 30 contains 19412 members 
Mstep: Class 31 contains 75486 members 
Mstep: Class 32 contains 58893 members 
Mstep: Class 34 contains 1698 members 
Mstep: Class 35 contains 77936 members 
Mstep: Class 36 contains 66617 members 
Mstep: Class 37 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127750544.000000 Penalty: 80824.070312
Iteration 83Q: 37 clusters Score -1.277505e+08 nChanged 15425
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 13754 members 
Mstep: Class 3 contains 60632 members 
Mstep: Class 4 contains 58398 members 
Mstep: Class 5 contains 49047 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8249 members 
Mstep: Class 8 contains 24537 members 
Mstep: Class 9 contains 79395 members 
Mstep: Class 10 contains 7378 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 41330 members 
Mstep: Class 13 contains 54818 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 14228 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 17 contains 53261 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 6728 members 
Mstep: Class 23 contains 29790 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2843 members 
Mstep: Class 26 contains 17488 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 14163 members 
Mstep: Class 29 contains 65441 members 
Mstep: Class 30 contains 19465 members 
Mstep: Class 31 contains 75093 members 
Mstep: Class 32 contains 59434 members 
Mstep: Class 34 contains 1722 members 
Mstep: Class 35 contains 79762 members 
Mstep: Class 36 contains 66851 members 
Mstep: Class 37 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127753744.000000 Penalty: 80824.070312
Iteration 84Q: 37 clusters Score -1.277537e+08 nChanged 16446
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 58964 members 
Mstep: Class 4 contains 59428 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 24113 members 
Mstep: Class 9 contains 78779 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 39812 members 
Mstep: Class 13 contains 54251 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 14236 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 56751 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 1392 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 6702 members 
Mstep: Class 23 contains 30640 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 17554 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 14367 members 
Mstep: Class 29 contains 61205 members 
Mstep: Class 30 contains 19532 members 
Mstep: Class 31 contains 74760 members 
Mstep: Class 32 contains 59999 members 
Mstep: Class 34 contains 1732 members 
Mstep: Class 35 contains 81939 members 
Mstep: Class 36 contains 66977 members 
Mstep: Class 37 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127755768.000000 Penalty: 80824.070312
Iteration 85Q: 37 clusters Score -1.277558e+08 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 57404 members 
Mstep: Class 4 contains 60362 members 
Mstep: Class 5 contains 49586 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 78189 members 
Mstep: Class 10 contains 7272 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 38413 members 
Mstep: Class 13 contains 53657 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 60358 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 6687 members 
Mstep: Class 23 contains 31509 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 17597 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 14589 members 
Mstep: Class 29 contains 56523 members 
Mstep: Class 30 contains 19616 members 
Mstep: Class 31 contains 74459 members 
Mstep: Class 32 contains 60524 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 84409 members 
Mstep: Class 36 contains 67053 members 
Mstep: Class 37 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757848.000000 Penalty: 80824.070312
Iteration 86Q: 37 clusters Score -1.277578e+08 nChanged 17501
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 13682 members 
Mstep: Class 3 contains 55958 members 
Mstep: Class 4 contains 61309 members 
Mstep: Class 5 contains 49960 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 23280 members 
Mstep: Class 9 contains 77678 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 37024 members 
Mstep: Class 13 contains 53118 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 64355 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 6292 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 32465 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 17607 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 14794 members 
Mstep: Class 29 contains 51519 members 
Mstep: Class 30 contains 19669 members 
Mstep: Class 31 contains 74108 members 
Mstep: Class 32 contains 60989 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 86736 members 
Mstep: Class 36 contains 67134 members 
Mstep: Class 37 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127759032.000000 Penalty: 80824.070312
Iteration 87Q: 37 clusters Score -1.27759e+08 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 54487 members 
Mstep: Class 4 contains 62200 members 
Mstep: Class 5 contains 50326 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8181 members 
Mstep: Class 8 contains 22890 members 
Mstep: Class 9 contains 77246 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 35769 members 
Mstep: Class 13 contains 52664 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 68190 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 33411 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 17621 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 14998 members 
Mstep: Class 29 contains 46694 members 
Mstep: Class 30 contains 19718 members 
Mstep: Class 31 contains 73783 members 
Mstep: Class 32 contains 61421 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 88927 members 
Mstep: Class 36 contains 67327 members 
Mstep: Class 37 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758768.000000 Penalty: 80824.070312
Iteration 88Q: 37 clusters Score -1.277588e+08 nChanged 15270
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 53038 members 
Mstep: Class 4 contains 62984 members 
Mstep: Class 5 contains 50720 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 22500 members 
Mstep: Class 9 contains 76884 members 
Mstep: Class 10 contains 7161 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 34586 members 
Mstep: Class 13 contains 52310 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 14311 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 17 contains 70183 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 6657 members 
Mstep: Class 23 contains 34309 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 17628 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 15219 members 
Mstep: Class 29 contains 43663 members 
Mstep: Class 30 contains 19754 members 
Mstep: Class 31 contains 73459 members 
Mstep: Class 32 contains 61846 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 91134 members 
Mstep: Class 36 contains 67398 members 
Mstep: Class 37 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758312.000000 Penalty: 80824.070312
Iteration 89Q: 37 clusters Score -1.277583e+08 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 51638 members 
Mstep: Class 4 contains 63724 members 
Mstep: Class 5 contains 51151 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 8 contains 22209 members 
Mstep: Class 9 contains 76538 members 
Mstep: Class 10 contains 7126 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 33460 members 
Mstep: Class 13 contains 51946 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 71232 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 1394 members 
Mstep: Class 21 contains 6279 members 
Mstep: Class 22 contains 6647 members 
Mstep: Class 23 contains 35285 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 17622 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 15465 members 
Mstep: Class 29 contains 41693 members 
Mstep: Class 30 contains 19790 members 
Mstep: Class 31 contains 73191 members 
Mstep: Class 32 contains 62252 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 93090 members 
Mstep: Class 36 contains 67456 members 
Mstep: Class 37 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757368.000000 Penalty: 80824.070312
Iteration 90Q: 37 clusters Score -1.277574e+08 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 13612 members 
Mstep: Class 3 contains 50200 members 
Mstep: Class 4 contains 64344 members 
Mstep: Class 5 contains 51588 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8156 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 76195 members 
Mstep: Class 10 contains 7082 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 32473 members 
Mstep: Class 13 contains 51692 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 71829 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 1395 members 
Mstep: Class 21 contains 6276 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 36243 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2798 members 
Mstep: Class 26 contains 17624 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 15712 members 
Mstep: Class 29 contains 40395 members 
Mstep: Class 30 contains 19833 members 
Mstep: Class 31 contains 73004 members 
Mstep: Class 32 contains 62696 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 94700 members 
Mstep: Class 36 contains 67494 members 
Mstep: Class 37 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757592.000000 Penalty: 80824.070312
Iteration 91Q: 37 clusters Score -1.277576e+08 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 13599 members 
Mstep: Class 3 contains 48788 members 
Mstep: Class 4 contains 64860 members 
Mstep: Class 5 contains 52081 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 21629 members 
Mstep: Class 9 contains 75927 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 31568 members 
Mstep: Class 13 contains 51321 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 14382 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 72226 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 1395 members 
Mstep: Class 21 contains 6278 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 37359 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2796 members 
Mstep: Class 26 contains 17648 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 15966 members 
Mstep: Class 29 contains 39473 members 
Mstep: Class 30 contains 19882 members 
Mstep: Class 31 contains 72748 members 
Mstep: Class 32 contains 63167 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 96012 members 
Mstep: Class 36 contains 67531 members 
Mstep: Class 37 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757024.000000 Penalty: 80824.070312
Iteration 92Q: 37 clusters Score -1.27757e+08 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 13591 members 
Mstep: Class 3 contains 47346 members 
Mstep: Class 4 contains 65283 members 
Mstep: Class 5 contains 52621 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8135 members 
Mstep: Class 8 contains 21390 members 
Mstep: Class 9 contains 75630 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 30695 members 
Mstep: Class 13 contains 50970 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 17 contains 72488 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 1396 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 38542 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2795 members 
Mstep: Class 26 contains 17676 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 16192 members 
Mstep: Class 29 contains 38795 members 
Mstep: Class 30 contains 19883 members 
Mstep: Class 31 contains 72500 members 
Mstep: Class 32 contains 63595 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 97128 members 
Mstep: Class 36 contains 67637 members 
Mstep: Class 37 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757176.000000 Penalty: 80824.070312
Iteration 93Q: 37 clusters Score -1.277572e+08 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 13559 members 
Mstep: Class 3 contains 45982 members 
Mstep: Class 4 contains 65644 members 
Mstep: Class 5 contains 53041 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8128 members 
Mstep: Class 8 contains 21188 members 
Mstep: Class 9 contains 75320 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 29886 members 
Mstep: Class 13 contains 50612 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 14426 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 17 contains 72654 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 39616 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2796 members 
Mstep: Class 26 contains 17685 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 16393 members 
Mstep: Class 29 contains 38261 members 
Mstep: Class 30 contains 19902 members 
Mstep: Class 31 contains 72330 members 
Mstep: Class 32 contains 64045 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 98071 members 
Mstep: Class 36 contains 67746 members 
Mstep: Class 37 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756720.000000 Penalty: 80824.070312
Iteration 94Q: 37 clusters Score -1.277567e+08 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 13521 members 
Mstep: Class 3 contains 44703 members 
Mstep: Class 4 contains 65959 members 
Mstep: Class 5 contains 53450 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 21003 members 
Mstep: Class 9 contains 75144 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 29167 members 
Mstep: Class 13 contains 50358 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 14435 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 72743 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 6278 members 
Mstep: Class 22 contains 6533 members 
Mstep: Class 23 contains 40683 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2793 members 
Mstep: Class 26 contains 17676 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 16592 members 
Mstep: Class 29 contains 37866 members 
Mstep: Class 30 contains 19914 members 
Mstep: Class 31 contains 72093 members 
Mstep: Class 32 contains 64429 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 98739 members 
Mstep: Class 36 contains 67788 members 
Mstep: Class 37 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756176.000000 Penalty: 80824.070312
Iteration 95Q: 37 clusters Score -1.277562e+08 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 13502 members 
Mstep: Class 3 contains 43493 members 
Mstep: Class 4 contains 66260 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8120 members 
Mstep: Class 8 contains 20861 members 
Mstep: Class 9 contains 75042 members 
Mstep: Class 10 contains 6853 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 28502 members 
Mstep: Class 13 contains 50067 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 14446 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 72555 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 4192 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 41741 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 17668 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 16797 members 
Mstep: Class 29 contains 37559 members 
Mstep: Class 30 contains 19927 members 
Mstep: Class 31 contains 71948 members 
Mstep: Class 32 contains 64758 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 99301 members 
Mstep: Class 36 contains 67716 members 
Mstep: Class 37 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756480.000000 Penalty: 80824.070312
Iteration 96Q: 37 clusters Score -1.277565e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 13485 members 
Mstep: Class 3 contains 42336 members 
Mstep: Class 4 contains 66585 members 
Mstep: Class 5 contains 54343 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 8 contains 20739 members 
Mstep: Class 9 contains 75032 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 27899 members 
Mstep: Class 13 contains 49848 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 14451 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 72214 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 6501 members 
Mstep: Class 23 contains 42726 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2783 members 
Mstep: Class 26 contains 17668 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 16994 members 
Mstep: Class 29 contains 37327 members 
Mstep: Class 30 contains 19933 members 
Mstep: Class 31 contains 71754 members 
Mstep: Class 32 contains 65072 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 99767 members 
Mstep: Class 36 contains 67679 members 
Mstep: Class 37 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127756816.000000 Penalty: 80824.070312
Iteration 97Q: 37 clusters Score -1.277568e+08 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 3 contains 41187 members 
Mstep: Class 4 contains 67005 members 
Mstep: Class 5 contains 54844 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 20617 members 
Mstep: Class 9 contains 75028 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 27337 members 
Mstep: Class 13 contains 49660 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 71754 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 6500 members 
Mstep: Class 23 contains 43752 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 17660 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 37163 members 
Mstep: Class 30 contains 19913 members 
Mstep: Class 31 contains 71609 members 
Mstep: Class 32 contains 65323 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 100148 members 
Mstep: Class 36 contains 67639 members 
Mstep: Class 37 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127757784.000000 Penalty: 80824.070312
Iteration 98Q: 37 clusters Score -1.277578e+08 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 13453 members 
Mstep: Class 3 contains 40048 members 
Mstep: Class 4 contains 67537 members 
Mstep: Class 5 contains 55365 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 20517 members 
Mstep: Class 9 contains 75060 members 
Mstep: Class 10 contains 6746 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 26836 members 
Mstep: Class 13 contains 49460 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 71119 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 1403 members 
Mstep: Class 21 contains 6302 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 44725 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2781 members 
Mstep: Class 26 contains 17638 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 17350 members 
Mstep: Class 29 contains 37063 members 
Mstep: Class 30 contains 19888 members 
Mstep: Class 31 contains 71458 members 
Mstep: Class 32 contains 65500 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 100554 members 
Mstep: Class 36 contains 67604 members 
Mstep: Class 37 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127758136.000000 Penalty: 80824.070312
Iteration 99Q: 37 clusters Score -1.277581e+08 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 13451 members 
Mstep: Class 3 contains 38963 members 
Mstep: Class 4 contains 68168 members 
Mstep: Class 5 contains 55910 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 20420 members 
Mstep: Class 9 contains 75116 members 
Mstep: Class 10 contains 6721 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 26383 members 
Mstep: Class 13 contains 49288 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 70390 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 1403 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 6501 members 
Mstep: Class 23 contains 45561 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2779 members 
Mstep: Class 26 contains 17604 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 17536 members 
Mstep: Class 29 contains 36986 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 71372 members 
Mstep: Class 32 contains 65615 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 100890 members 
Mstep: Class 36 contains 67594 members 
Mstep: Class 37 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2217.773926 but Gain 2245.117188
Score: -127761856.000000 Penalty: 78578.953125
Iteration 100F: 36 clusters Score -1.277619e+08 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 13450 members 
Mstep: Class 3 contains 37779 members 
Mstep: Class 4 contains 68978 members 
Mstep: Class 5 contains 56587 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 20318 members 
Mstep: Class 9 contains 75185 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 25938 members 
Mstep: Class 13 contains 49127 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 14545 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 74308 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 1403 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 6562 members 
Mstep: Class 23 contains 47224 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 17575 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 17796 members 
Mstep: Class 29 contains 32272 members 
Mstep: Class 30 contains 19895 members 
Mstep: Class 31 contains 70980 members 
Mstep: Class 32 contains 65741 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 101243 members 
Mstep: Class 36 contains 67862 members 
Mstep: Class 37 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764016.000000 Penalty: 78578.953125
Iteration 101Q: 36 clusters Score -1.27764e+08 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 3 contains 36541 members 
Mstep: Class 4 contains 69669 members 
Mstep: Class 5 contains 57218 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 20215 members 
Mstep: Class 9 contains 75304 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 25509 members 
Mstep: Class 13 contains 48860 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 14555 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 77596 members 
Mstep: Class 19 contains 4174 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 6562 members 
Mstep: Class 23 contains 48881 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2776 members 
Mstep: Class 26 contains 17556 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 17963 members 
Mstep: Class 29 contains 28149 members 
Mstep: Class 30 contains 19821 members 
Mstep: Class 31 contains 70171 members 
Mstep: Class 32 contains 65763 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 101541 members 
Mstep: Class 36 contains 68099 members 
Mstep: Class 37 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764632.000000 Penalty: 78578.953125
Iteration 102Q: 36 clusters Score -1.277646e+08 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 13415 members 
Mstep: Class 3 contains 35318 members 
Mstep: Class 4 contains 70260 members 
Mstep: Class 5 contains 57835 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 20133 members 
Mstep: Class 9 contains 75476 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 25132 members 
Mstep: Class 13 contains 48495 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 14550 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 80459 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 6560 members 
Mstep: Class 23 contains 50525 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 17523 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18174 members 
Mstep: Class 29 contains 24668 members 
Mstep: Class 30 contains 19718 members 
Mstep: Class 31 contains 69365 members 
Mstep: Class 32 contains 65797 members 
Mstep: Class 34 contains 1774 members 
Mstep: Class 35 contains 101561 members 
Mstep: Class 36 contains 68413 members 
Mstep: Class 37 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127764888.000000 Penalty: 78578.953125
Iteration 103Q: 36 clusters Score -1.277649e+08 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 34137 members 
Mstep: Class 4 contains 70734 members 
Mstep: Class 5 contains 58497 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 20043 members 
Mstep: Class 9 contains 75678 members 
Mstep: Class 10 contains 6617 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 24791 members 
Mstep: Class 13 contains 48117 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 14550 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 83018 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 6574 members 
Mstep: Class 23 contains 52111 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 17498 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18347 members 
Mstep: Class 29 contains 21748 members 
Mstep: Class 30 contains 19635 members 
Mstep: Class 31 contains 68580 members 
Mstep: Class 32 contains 65893 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 101326 members 
Mstep: Class 36 contains 68710 members 
Mstep: Class 37 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766592.000000 Penalty: 78578.953125
Iteration 104Q: 36 clusters Score -1.277666e+08 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 13360 members 
Mstep: Class 3 contains 32987 members 
Mstep: Class 4 contains 70982 members 
Mstep: Class 5 contains 59148 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 19976 members 
Mstep: Class 9 contains 75837 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 24462 members 
Mstep: Class 13 contains 47725 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 14556 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 85439 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 6563 members 
Mstep: Class 23 contains 53735 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 17476 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18480 members 
Mstep: Class 29 contains 19554 members 
Mstep: Class 30 contains 19549 members 
Mstep: Class 31 contains 67662 members 
Mstep: Class 32 contains 66118 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 100669 members 
Mstep: Class 36 contains 69034 members 
Mstep: Class 37 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767760.000000 Penalty: 78578.953125
Iteration 105Q: 36 clusters Score -1.277678e+08 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 13334 members 
Mstep: Class 3 contains 31937 members 
Mstep: Class 4 contains 71115 members 
Mstep: Class 5 contains 59746 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 19912 members 
Mstep: Class 9 contains 75899 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 24131 members 
Mstep: Class 13 contains 47311 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 14561 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 87815 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 55124 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 17455 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18629 members 
Mstep: Class 29 contains 18028 members 
Mstep: Class 30 contains 19468 members 
Mstep: Class 31 contains 66922 members 
Mstep: Class 32 contains 66401 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 99657 members 
Mstep: Class 36 contains 69248 members 
Mstep: Class 37 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769680.000000 Penalty: 78578.953125
Iteration 106Q: 36 clusters Score -1.277697e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 13318 members 
Mstep: Class 3 contains 31008 members 
Mstep: Class 4 contains 71253 members 
Mstep: Class 5 contains 60246 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8042 members 
Mstep: Class 8 contains 19850 members 
Mstep: Class 9 contains 75854 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 23844 members 
Mstep: Class 13 contains 46836 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 14566 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 90229 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 56350 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2770 members 
Mstep: Class 26 contains 17442 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18790 members 
Mstep: Class 29 contains 16936 members 
Mstep: Class 30 contains 19390 members 
Mstep: Class 31 contains 66471 members 
Mstep: Class 32 contains 66643 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 98446 members 
Mstep: Class 36 contains 69195 members 
Mstep: Class 37 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771680.000000 Penalty: 78578.953125
Iteration 107Q: 36 clusters Score -1.277717e+08 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 13297 members 
Mstep: Class 3 contains 30128 members 
Mstep: Class 4 contains 71325 members 
Mstep: Class 5 contains 60742 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 19746 members 
Mstep: Class 9 contains 75716 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 23546 members 
Mstep: Class 13 contains 46352 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 14557 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 92843 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 1412 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 6553 members 
Mstep: Class 23 contains 57440 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 17422 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18942 members 
Mstep: Class 29 contains 16231 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 66274 members 
Mstep: Class 32 contains 66868 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 96924 members 
Mstep: Class 36 contains 68913 members 
Mstep: Class 37 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773000.000000 Penalty: 78578.953125
Iteration 108Q: 36 clusters Score -1.27773e+08 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 13288 members 
Mstep: Class 3 contains 29262 members 
Mstep: Class 4 contains 71339 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 19646 members 
Mstep: Class 9 contains 75549 members 
Mstep: Class 10 contains 6472 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 23283 members 
Mstep: Class 13 contains 45871 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 14557 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 95467 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 1412 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 58569 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 17400 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19080 members 
Mstep: Class 29 contains 15984 members 
Mstep: Class 30 contains 19189 members 
Mstep: Class 31 contains 65898 members 
Mstep: Class 32 contains 67172 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 94973 members 
Mstep: Class 36 contains 68725 members 
Mstep: Class 37 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774744.000000 Penalty: 78578.953125
Iteration 109Q: 36 clusters Score -1.277747e+08 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 13278 members 
Mstep: Class 3 contains 28458 members 
Mstep: Class 4 contains 71261 members 
Mstep: Class 5 contains 61632 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 19541 members 
Mstep: Class 9 contains 75418 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 23022 members 
Mstep: Class 13 contains 45370 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 14571 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 98553 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 59671 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 17384 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19160 members 
Mstep: Class 29 contains 16224 members 
Mstep: Class 30 contains 19092 members 
Mstep: Class 31 contains 65341 members 
Mstep: Class 32 contains 67515 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 92034 members 
Mstep: Class 36 contains 68791 members 
Mstep: Class 37 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775128.000000 Penalty: 78578.953125
Iteration 110Q: 36 clusters Score -1.277751e+08 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 13267 members 
Mstep: Class 3 contains 27749 members 
Mstep: Class 4 contains 71352 members 
Mstep: Class 5 contains 62032 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 19469 members 
Mstep: Class 9 contains 75353 members 
Mstep: Class 10 contains 6422 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 22763 members 
Mstep: Class 13 contains 44822 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 14580 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 101759 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 1415 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 6561 members 
Mstep: Class 23 contains 60804 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 17380 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19235 members 
Mstep: Class 29 contains 16862 members 
Mstep: Class 30 contains 18976 members 
Mstep: Class 31 contains 64695 members 
Mstep: Class 32 contains 67827 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 88426 members 
Mstep: Class 36 contains 68958 members 
Mstep: Class 37 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775696.000000 Penalty: 78578.953125
Iteration 111Q: 36 clusters Score -1.277757e+08 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 13242 members 
Mstep: Class 3 contains 27016 members 
Mstep: Class 4 contains 71499 members 
Mstep: Class 5 contains 62362 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 19421 members 
Mstep: Class 9 contains 75291 members 
Mstep: Class 10 contains 6395 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 22588 members 
Mstep: Class 13 contains 44254 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 14589 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 104196 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 1415 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 61910 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 17383 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19310 members 
Mstep: Class 29 contains 17702 members 
Mstep: Class 30 contains 18856 members 
Mstep: Class 31 contains 63939 members 
Mstep: Class 32 contains 68227 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 85176 members 
Mstep: Class 36 contains 69216 members 
Mstep: Class 37 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775792.000000 Penalty: 78578.953125
Iteration 112Q: 36 clusters Score -1.277758e+08 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 26365 members 
Mstep: Class 4 contains 71533 members 
Mstep: Class 5 contains 62751 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 19385 members 
Mstep: Class 9 contains 75292 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 22457 members 
Mstep: Class 13 contains 43526 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 105683 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 1416 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 62973 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 17370 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19358 members 
Mstep: Class 29 contains 18651 members 
Mstep: Class 30 contains 18767 members 
Mstep: Class 31 contains 63268 members 
Mstep: Class 32 contains 68635 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 82568 members 
Mstep: Class 36 contains 69547 members 
Mstep: Class 37 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775408.000000 Penalty: 78578.953125
Iteration 113Q: 36 clusters Score -1.277754e+08 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 13216 members 
Mstep: Class 3 contains 25815 members 
Mstep: Class 4 contains 71643 members 
Mstep: Class 5 contains 63164 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8052 members 
Mstep: Class 8 contains 19365 members 
Mstep: Class 9 contains 75340 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 22309 members 
Mstep: Class 13 contains 42833 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 14622 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 105938 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 1416 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 6546 members 
Mstep: Class 23 contains 63806 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 17371 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19416 members 
Mstep: Class 29 contains 19566 members 
Mstep: Class 30 contains 18659 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 69037 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 81144 members 
Mstep: Class 36 contains 70011 members 
Mstep: Class 37 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776384.000000 Penalty: 78578.953125
Iteration 114Q: 36 clusters Score -1.277764e+08 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 25382 members 
Mstep: Class 4 contains 71668 members 
Mstep: Class 5 contains 63528 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 19317 members 
Mstep: Class 9 contains 75422 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 22210 members 
Mstep: Class 13 contains 42002 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 14649 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 105409 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 1416 members 
Mstep: Class 21 contains 6299 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 64446 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 17348 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19472 members 
Mstep: Class 29 contains 20399 members 
Mstep: Class 30 contains 18556 members 
Mstep: Class 31 contains 62173 members 
Mstep: Class 32 contains 69454 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 80633 members 
Mstep: Class 36 contains 70357 members 
Mstep: Class 37 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776696.000000 Penalty: 78578.953125
Iteration 115Q: 36 clusters Score -1.277767e+08 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 24975 members 
Mstep: Class 4 contains 71766 members 
Mstep: Class 5 contains 63890 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 19222 members 
Mstep: Class 9 contains 75526 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 22135 members 
Mstep: Class 13 contains 41130 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 14678 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 104540 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 64752 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 17311 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19518 members 
Mstep: Class 29 contains 21121 members 
Mstep: Class 30 contains 18499 members 
Mstep: Class 31 contains 61998 members 
Mstep: Class 32 contains 69793 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 80662 members 
Mstep: Class 36 contains 70768 members 
Mstep: Class 37 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777488.000000 Penalty: 78578.953125
Iteration 116Q: 36 clusters Score -1.277775e+08 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 13195 members 
Mstep: Class 3 contains 24621 members 
Mstep: Class 4 contains 71777 members 
Mstep: Class 5 contains 64261 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 19121 members 
Mstep: Class 9 contains 75610 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 22067 members 
Mstep: Class 13 contains 40215 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 103685 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 64817 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 17280 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19554 members 
Mstep: Class 29 contains 21690 members 
Mstep: Class 30 contains 18434 members 
Mstep: Class 31 contains 62018 members 
Mstep: Class 32 contains 70161 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 80968 members 
Mstep: Class 36 contains 71081 members 
Mstep: Class 37 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778240.000000 Penalty: 78578.953125
Iteration 117Q: 36 clusters Score -1.277782e+08 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 13189 members 
Mstep: Class 3 contains 24305 members 
Mstep: Class 4 contains 71765 members 
Mstep: Class 5 contains 64604 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 18998 members 
Mstep: Class 9 contains 75683 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21970 members 
Mstep: Class 13 contains 39189 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 102849 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6281 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 64670 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2762 members 
Mstep: Class 26 contains 17275 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19589 members 
Mstep: Class 29 contains 22105 members 
Mstep: Class 30 contains 18359 members 
Mstep: Class 31 contains 62364 members 
Mstep: Class 32 contains 70541 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 81487 members 
Mstep: Class 36 contains 71477 members 
Mstep: Class 37 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778984.000000 Penalty: 78578.953125
Iteration 118Q: 36 clusters Score -1.27779e+08 nChanged 9405
Entering ConstructFrom: 
Score: -127778984.000000 Penalty: 78578.953125
Entering ConstructFrom: 
Trying to split cluster 1 (72523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Entering Unmasked Estep 
Score: -9625618.000000 Penalty: 1818.644531
	Iteration 0F: 2 clusters Score -9625618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -9579587.000000 Penalty: 3637.289062
	Iteration 0F: 3 clusters Score -9579587 nChanged 34395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -9599158.000000 Penalty: 3637.289062
	Iteration 1F: 3 clusters Score -9599158 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -9599756.000000 Penalty: 3637.289062
	Iteration 2Q: 3 clusters Score -9599756 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9600387.000000 Penalty: 3637.289062
	Iteration 3Q: 3 clusters Score -9600387 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -9601145.000000 Penalty: 3637.289062
	Iteration 4Q: 3 clusters Score -9601145 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -9602167.000000 Penalty: 3637.289062
	Iteration 5Q: 3 clusters Score -9602167 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -9603456.000000 Penalty: 3637.289062
	Iteration 6Q: 3 clusters Score -9603456 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -9605043.000000 Penalty: 3637.289062
	Iteration 7Q: 3 clusters Score -9605043 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -9607112.000000 Penalty: 3637.289062
	Iteration 8Q: 3 clusters Score -9607112 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -9609317.000000 Penalty: 3637.289062
	Iteration 9F: 3 clusters Score -9609317 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -9611621.000000 Penalty: 3637.289062
	Iteration 10F: 3 clusters Score -9611621 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -9613643.000000 Penalty: 3637.289062
	Iteration 11Q: 3 clusters Score -9613643 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -9615194.000000 Penalty: 3637.289062
	Iteration 12Q: 3 clusters Score -9615194 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -9616344.000000 Penalty: 3637.289062
	Iteration 13Q: 3 clusters Score -9616344 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -9617310.000000 Penalty: 3637.289062
	Iteration 14Q: 3 clusters Score -9617310 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -9617901.000000 Penalty: 3637.289062
	Iteration 15Q: 3 clusters Score -9617901 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -9618364.000000 Penalty: 3637.289062
	Iteration 16Q: 3 clusters Score -9618364 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -9618817.000000 Penalty: 3637.289062
	Iteration 17Q: 3 clusters Score -9618817 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -9619175.000000 Penalty: 3637.289062
	Iteration 18Q: 3 clusters Score -9619175 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -9619552.000000 Penalty: 3637.289062
	Iteration 19Q: 3 clusters Score -9619552 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -9619918.000000 Penalty: 3637.289062
	Iteration 20F: 3 clusters Score -9619918 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -9620402.000000 Penalty: 3637.289062
	Iteration 21Q: 3 clusters Score -9620402 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -9620838.000000 Penalty: 3637.289062
	Iteration 22Q: 3 clusters Score -9620838 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -9621200.000000 Penalty: 3637.289062
	Iteration 23Q: 3 clusters Score -9621200 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9621726.000000 Penalty: 3637.289062
	Iteration 24Q: 3 clusters Score -9621726 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -9622228.000000 Penalty: 3637.289062
	Iteration 25Q: 3 clusters Score -9622228 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9622636.000000 Penalty: 3637.289062
	Iteration 26Q: 3 clusters Score -9622636 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9622990.000000 Penalty: 3637.289062
	Iteration 27Q: 3 clusters Score -9622990 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9623254.000000 Penalty: 3637.289062
	Iteration 28Q: 3 clusters Score -9623254 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9623476.000000 Penalty: 3637.289062
	Iteration 29Q: 3 clusters Score -9623476 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9623576.000000 Penalty: 3637.289062
	Iteration 30Q: 3 clusters Score -9623576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9623677.000000 Penalty: 3637.289062
	Iteration 31Q: 3 clusters Score -9623677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9623752.000000 Penalty: 3637.289062
	Iteration 32Q: 3 clusters Score -9623752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9623818.000000 Penalty: 3637.289062
	Iteration 33Q: 3 clusters Score -9623818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9623826.000000 Penalty: 3637.289062
	Iteration 34Q: 3 clusters Score -9623826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9623863.000000 Penalty: 3637.289062
	Iteration 35Q: 3 clusters Score -9623863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9623864.000000 Penalty: 3637.289062
	Iteration 36Q: 3 clusters Score -9623864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9623881.000000 Penalty: 3637.289062
	Iteration 37Q: 3 clusters Score -9623881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9623888.000000 Penalty: 3637.289062
	Iteration 38Q: 3 clusters Score -9623888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9623900.000000 Penalty: 3637.289062
	Iteration 39Q: 3 clusters Score -9623900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9623916.000000 Penalty: 3637.289062
	Iteration 40F: 3 clusters Score -9623916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9623936.000000 Penalty: 3637.289062
	Iteration 41Q: 3 clusters Score -9623936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9623955.000000 Penalty: 3637.289062
	Iteration 42Q: 3 clusters Score -9623955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9623953.000000 Penalty: 3637.289062
	Iteration 43Q: 3 clusters Score -9623953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9623967.000000 Penalty: 3637.289062
	Iteration 44Q: 3 clusters Score -9623967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9623956.000000 Penalty: 3637.289062
	Iteration 45Q: 3 clusters Score -9623956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9623963.000000 Penalty: 3637.289062
	Iteration 46Q: 3 clusters Score -9623963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9623965.000000 Penalty: 3637.289062
	Iteration 47Q: 3 clusters Score -9623965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9623968.000000 Penalty: 3637.289062
	Iteration 48Q: 3 clusters Score -9623968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9623968.000000 Penalty: 3637.289062
	Iteration 49Q: 3 clusters Score -9623968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9623984.000000 Penalty: 3637.289062
	Iteration 50Q: 3 clusters Score -9623984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9623992.000000 Penalty: 3637.289062
	Iteration 51Q: 3 clusters Score -9623992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9623981.000000 Penalty: 3637.289062
	Iteration 52Q: 3 clusters Score -9623981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9623980.000000 Penalty: 3637.289062
	Iteration 53Q: 3 clusters Score -9623980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9623982.000000 Penalty: 3637.289062
	Iteration 54Q: 3 clusters Score -9623982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9623969.000000 Penalty: 3637.289062
	Iteration 55Q: 3 clusters Score -9623969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9623985.000000 Penalty: 3637.289062
	Iteration 56Q: 3 clusters Score -9623985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9623991.000000 Penalty: 3637.289062
	Iteration 57Q: 3 clusters Score -9623991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9623988.000000 Penalty: 3637.289062
	Iteration 58Q: 3 clusters Score -9623988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9623986.000000 Penalty: 3637.289062
	Iteration 59Q: 3 clusters Score -9623986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9624000.000000 Penalty: 3637.289062
	Iteration 60F: 3 clusters Score -9624000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9624010.000000 Penalty: 3637.289062
	Iteration 61Q: 3 clusters Score -9624010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9624015.000000 Penalty: 3637.289062
	Iteration 62Q: 3 clusters Score -9624015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9624011.000000 Penalty: 3637.289062
	Iteration 63Q: 3 clusters Score -9624011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9624010.000000 Penalty: 3637.289062
	Iteration 64Q: 3 clusters Score -9624010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9624022.000000 Penalty: 3637.289062
	Iteration 65Q: 3 clusters Score -9624022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9624025.000000 Penalty: 3637.289062
	Iteration 66Q: 3 clusters Score -9624025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9624022.000000 Penalty: 3637.289062
	Iteration 67Q: 3 clusters Score -9624022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9624022.000000 Penalty: 3637.289062
	Iteration 68F: 3 clusters Score -9624022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Entering Unmasked Estep 
Score: -1560525.750000 Penalty: 1541.672241
	Iteration 0F: 2 clusters Score -1560526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1551269.500000 Penalty: 3083.344482
	Iteration 0F: 3 clusters Score -1551270 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1554578.500000 Penalty: 3083.344482
	Iteration 1F: 3 clusters Score -1554578 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1555098.125000 Penalty: 3083.344482
	Iteration 2F: 3 clusters Score -1555098 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1555654.000000 Penalty: 3083.344482
	Iteration 3F: 3 clusters Score -1555654 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1556202.375000 Penalty: 3083.344482
	Iteration 4F: 3 clusters Score -1556202 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1556656.875000 Penalty: 3083.344482
	Iteration 5F: 3 clusters Score -1556657 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1556982.250000 Penalty: 3083.344482
	Iteration 6F: 3 clusters Score -1556982 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1557223.625000 Penalty: 3083.344482
	Iteration 7Q: 3 clusters Score -1557224 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1557424.625000 Penalty: 3083.344482
	Iteration 8Q: 3 clusters Score -1557425 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1557560.375000 Penalty: 3083.344482
	Iteration 9Q: 3 clusters Score -1557560 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1557681.125000 Penalty: 3083.344482
	Iteration 10Q: 3 clusters Score -1557681 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1557785.125000 Penalty: 3083.344482
	Iteration 11Q: 3 clusters Score -1557785 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1557873.250000 Penalty: 3083.344482
	Iteration 12Q: 3 clusters Score -1557873 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1557941.500000 Penalty: 3083.344482
	Iteration 13Q: 3 clusters Score -1557942 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1558015.875000 Penalty: 3083.344482
	Iteration 14Q: 3 clusters Score -1558016 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1558095.625000 Penalty: 3083.344482
	Iteration 15Q: 3 clusters Score -1558096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1558169.750000 Penalty: 3083.344482
	Iteration 16Q: 3 clusters Score -1558170 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1558239.500000 Penalty: 3083.344482
	Iteration 17Q: 3 clusters Score -1558240 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1558301.375000 Penalty: 3083.344482
	Iteration 18Q: 3 clusters Score -1558301 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1558352.625000 Penalty: 3083.344482
	Iteration 19Q: 3 clusters Score -1558353 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1558410.500000 Penalty: 3083.344482
	Iteration 20F: 3 clusters Score -1558410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1558473.125000 Penalty: 3083.344482
	Iteration 21Q: 3 clusters Score -1558473 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1558538.625000 Penalty: 3083.344482
	Iteration 22Q: 3 clusters Score -1558539 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1558609.125000 Penalty: 3083.344482
	Iteration 23Q: 3 clusters Score -1558609 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1558686.625000 Penalty: 3083.344482
	Iteration 24Q: 3 clusters Score -1558687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1558776.875000 Penalty: 3083.344482
	Iteration 25Q: 3 clusters Score -1558777 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1558884.875000 Penalty: 3083.344482
	Iteration 26Q: 3 clusters Score -1558885 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1558992.375000 Penalty: 3083.344482
	Iteration 27Q: 3 clusters Score -1558992 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1559088.125000 Penalty: 3083.344482
	Iteration 28Q: 3 clusters Score -1559088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1559162.875000 Penalty: 3083.344482
	Iteration 29Q: 3 clusters Score -1559163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1559208.250000 Penalty: 3083.344482
	Iteration 30Q: 3 clusters Score -1559208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1559258.125000 Penalty: 3083.344482
	Iteration 31Q: 3 clusters Score -1559258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1559304.375000 Penalty: 3083.344482
	Iteration 32Q: 3 clusters Score -1559304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1559334.375000 Penalty: 3083.344482
	Iteration 33Q: 3 clusters Score -1559334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1559362.375000 Penalty: 3083.344482
	Iteration 34Q: 3 clusters Score -1559362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1559375.750000 Penalty: 3083.344482
	Iteration 35Q: 3 clusters Score -1559376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1559386.250000 Penalty: 3083.344482
	Iteration 36Q: 3 clusters Score -1559386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1559394.000000 Penalty: 3083.344482
	Iteration 37Q: 3 clusters Score -1559394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1559409.750000 Penalty: 3083.344482
	Iteration 38Q: 3 clusters Score -1559410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1559419.250000 Penalty: 3083.344482
	Iteration 39Q: 3 clusters Score -1559419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1559432.750000 Penalty: 3083.344482
	Iteration 40F: 3 clusters Score -1559433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1559437.375000 Penalty: 3083.344482
	Iteration 41Q: 3 clusters Score -1559437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1559444.500000 Penalty: 3083.344482
	Iteration 42Q: 3 clusters Score -1559444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1559449.875000 Penalty: 3083.344482
	Iteration 43Q: 3 clusters Score -1559450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1559454.375000 Penalty: 3083.344482
	Iteration 44Q: 3 clusters Score -1559454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1559458.250000 Penalty: 3083.344482
	Iteration 45Q: 3 clusters Score -1559458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1559457.250000 Penalty: 3083.344482
	Iteration 46Q: 3 clusters Score -1559457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1559459.750000 Penalty: 3083.344482
	Iteration 47Q: 3 clusters Score -1559460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1559459.500000 Penalty: 3083.344482
	Iteration 48Q: 3 clusters Score -1559460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1559459.875000 Penalty: 3083.344482
	Iteration 49Q: 3 clusters Score -1559460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1559457.250000 Penalty: 3083.344482
	Iteration 50Q: 3 clusters Score -1559457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1559459.875000 Penalty: 3083.344482
	Iteration 51Q: 3 clusters Score -1559460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1559467.625000 Penalty: 3083.344482
	Iteration 52Q: 3 clusters Score -1559468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1559468.125000 Penalty: 3083.344482
	Iteration 53Q: 3 clusters Score -1559468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1559466.500000 Penalty: 3083.344482
	Iteration 54Q: 3 clusters Score -1559466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1559469.875000 Penalty: 3083.344482
	Iteration 55Q: 3 clusters Score -1559470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1559469.875000 Penalty: 3083.344482
	Iteration 56F: 3 clusters Score -1559470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Entering Unmasked Estep 
Score: -3097711.250000 Penalty: 1638.862671
	Iteration 0F: 2 clusters Score -3097711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3081361.750000 Penalty: 3277.725342
	Iteration 0F: 3 clusters Score -3081362 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3087285.500000 Penalty: 3277.725342
	Iteration 1F: 3 clusters Score -3087286 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3087599.000000 Penalty: 3277.725342
	Iteration 2Q: 3 clusters Score -3087599 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3087859.750000 Penalty: 3277.725342
	Iteration 3Q: 3 clusters Score -3087860 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3088083.000000 Penalty: 3277.725342
	Iteration 4Q: 3 clusters Score -3088083 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3088298.250000 Penalty: 3277.725342
	Iteration 5Q: 3 clusters Score -3088298 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3088475.250000 Penalty: 3277.725342
	Iteration 6Q: 3 clusters Score -3088475 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3088659.500000 Penalty: 3277.725342
	Iteration 7Q: 3 clusters Score -3088660 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3088901.000000 Penalty: 3277.725342
	Iteration 8Q: 3 clusters Score -3088901 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3089217.750000 Penalty: 3277.725342
	Iteration 9Q: 3 clusters Score -3089218 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3089686.250000 Penalty: 3277.725342
	Iteration 10Q: 3 clusters Score -3089686 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3090335.500000 Penalty: 3277.725342
	Iteration 11Q: 3 clusters Score -3090336 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3091099.250000 Penalty: 3277.725342
	Iteration 12Q: 3 clusters Score -3091099 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3091787.000000 Penalty: 3277.725342
	Iteration 13Q: 3 clusters Score -3091787 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3092241.750000 Penalty: 3277.725342
	Iteration 14Q: 3 clusters Score -3092242 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3092523.750000 Penalty: 3277.725342
	Iteration 15Q: 3 clusters Score -3092524 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3092656.500000 Penalty: 3277.725342
	Iteration 16Q: 3 clusters Score -3092656 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3092770.250000 Penalty: 3277.725342
	Iteration 17Q: 3 clusters Score -3092770 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3092869.000000 Penalty: 3277.725342
	Iteration 18Q: 3 clusters Score -3092869 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3092990.750000 Penalty: 3277.725342
	Iteration 19Q: 3 clusters Score -3092991 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3093122.000000 Penalty: 3277.725342
	Iteration 20F: 3 clusters Score -3093122 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3093267.750000 Penalty: 3277.725342
	Iteration 21Q: 3 clusters Score -3093268 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3093426.750000 Penalty: 3277.725342
	Iteration 22Q: 3 clusters Score -3093427 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3093582.500000 Penalty: 3277.725342
	Iteration 23Q: 3 clusters Score -3093582 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3093741.250000 Penalty: 3277.725342
	Iteration 24Q: 3 clusters Score -3093741 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3093940.750000 Penalty: 3277.725342
	Iteration 25Q: 3 clusters Score -3093941 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3094126.250000 Penalty: 3277.725342
	Iteration 26Q: 3 clusters Score -3094126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3094332.250000 Penalty: 3277.725342
	Iteration 27Q: 3 clusters Score -3094332 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3094553.000000 Penalty: 3277.725342
	Iteration 28Q: 3 clusters Score -3094553 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3094753.500000 Penalty: 3277.725342
	Iteration 29Q: 3 clusters Score -3094754 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3094979.000000 Penalty: 3277.725342
	Iteration 30Q: 3 clusters Score -3094979 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3095181.250000 Penalty: 3277.725342
	Iteration 31Q: 3 clusters Score -3095181 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3095368.000000 Penalty: 3277.725342
	Iteration 32Q: 3 clusters Score -3095368 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3095525.250000 Penalty: 3277.725342
	Iteration 33Q: 3 clusters Score -3095525 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3095657.500000 Penalty: 3277.725342
	Iteration 34Q: 3 clusters Score -3095658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3095776.250000 Penalty: 3277.725342
	Iteration 35Q: 3 clusters Score -3095776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3095889.000000 Penalty: 3277.725342
	Iteration 36Q: 3 clusters Score -3095889 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3095966.000000 Penalty: 3277.725342
	Iteration 37Q: 3 clusters Score -3095966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3096025.250000 Penalty: 3277.725342
	Iteration 38Q: 3 clusters Score -3096025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3096087.500000 Penalty: 3277.725342
	Iteration 39Q: 3 clusters Score -3096088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3096140.750000 Penalty: 3277.725342
	Iteration 40F: 3 clusters Score -3096141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3096184.750000 Penalty: 3277.725342
	Iteration 41Q: 3 clusters Score -3096185 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3096231.500000 Penalty: 3277.725342
	Iteration 42Q: 3 clusters Score -3096232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3096260.250000 Penalty: 3277.725342
	Iteration 43Q: 3 clusters Score -3096260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3096272.250000 Penalty: 3277.725342
	Iteration 44Q: 3 clusters Score -3096272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3096288.750000 Penalty: 3277.725342
	Iteration 45Q: 3 clusters Score -3096289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3096297.500000 Penalty: 3277.725342
	Iteration 46Q: 3 clusters Score -3096298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3096308.250000 Penalty: 3277.725342
	Iteration 47Q: 3 clusters Score -3096308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3096315.500000 Penalty: 3277.725342
	Iteration 48Q: 3 clusters Score -3096316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3096324.750000 Penalty: 3277.725342
	Iteration 49Q: 3 clusters Score -3096325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3096337.000000 Penalty: 3277.725342
	Iteration 50Q: 3 clusters Score -3096337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3096342.750000 Penalty: 3277.725342
	Iteration 51Q: 3 clusters Score -3096343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3096349.250000 Penalty: 3277.725342
	Iteration 52Q: 3 clusters Score -3096349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3096356.000000 Penalty: 3277.725342
	Iteration 53Q: 3 clusters Score -3096356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3096353.750000 Penalty: 3277.725342
	Iteration 54Q: 3 clusters Score -3096354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3096350.500000 Penalty: 3277.725342
	Iteration 55Q: 3 clusters Score -3096350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3096354.500000 Penalty: 3277.725342
	Iteration 56Q: 3 clusters Score -3096354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3096354.500000 Penalty: 3277.725342
	Iteration 57F: 3 clusters Score -3096354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Entering Unmasked Estep 
Score: -9510827.000000 Penalty: 1816.730957
	Iteration 0F: 2 clusters Score -9510827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -9464327.000000 Penalty: 3633.461914
	Iteration 0F: 3 clusters Score -9464327 nChanged 34072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9483833.000000 Penalty: 3633.461914
	Iteration 1F: 3 clusters Score -9483833 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -9484417.000000 Penalty: 3633.461914
	Iteration 2Q: 3 clusters Score -9484417 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -9485125.000000 Penalty: 3633.461914
	Iteration 3Q: 3 clusters Score -9485125 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -9485833.000000 Penalty: 3633.461914
	Iteration 4Q: 3 clusters Score -9485833 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -9486923.000000 Penalty: 3633.461914
	Iteration 5Q: 3 clusters Score -9486923 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -9488663.000000 Penalty: 3633.461914
	Iteration 6Q: 3 clusters Score -9488663 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -9491088.000000 Penalty: 3633.461914
	Iteration 7F: 3 clusters Score -9491088 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -9494383.000000 Penalty: 3633.461914
	Iteration 8F: 3 clusters Score -9494383 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -9497453.000000 Penalty: 3633.461914
	Iteration 9F: 3 clusters Score -9497453 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -9499730.000000 Penalty: 3633.461914
	Iteration 10F: 3 clusters Score -9499730 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -9501010.000000 Penalty: 3633.461914
	Iteration 11Q: 3 clusters Score -9501010 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -9501996.000000 Penalty: 3633.461914
	Iteration 12Q: 3 clusters Score -9501996 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -9502809.000000 Penalty: 3633.461914
	Iteration 13Q: 3 clusters Score -9502809 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -9503498.000000 Penalty: 3633.461914
	Iteration 14Q: 3 clusters Score -9503498 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -9504247.000000 Penalty: 3633.461914
	Iteration 15Q: 3 clusters Score -9504247 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -9504897.000000 Penalty: 3633.461914
	Iteration 16Q: 3 clusters Score -9504897 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -9505520.000000 Penalty: 3633.461914
	Iteration 17Q: 3 clusters Score -9505520 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -9506157.000000 Penalty: 3633.461914
	Iteration 18Q: 3 clusters Score -9506157 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -9506708.000000 Penalty: 3633.461914
	Iteration 19Q: 3 clusters Score -9506708 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -9507151.000000 Penalty: 3633.461914
	Iteration 20F: 3 clusters Score -9507151 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -9507594.000000 Penalty: 3633.461914
	Iteration 21Q: 3 clusters Score -9507594 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -9507890.000000 Penalty: 3633.461914
	Iteration 22Q: 3 clusters Score -9507890 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -9508117.000000 Penalty: 3633.461914
	Iteration 23Q: 3 clusters Score -9508117 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -9508348.000000 Penalty: 3633.461914
	Iteration 24Q: 3 clusters Score -9508348 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -9508513.000000 Penalty: 3633.461914
	Iteration 25Q: 3 clusters Score -9508513 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -9508636.000000 Penalty: 3633.461914
	Iteration 26Q: 3 clusters Score -9508636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -9508747.000000 Penalty: 3633.461914
	Iteration 27Q: 3 clusters Score -9508747 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -9508823.000000 Penalty: 3633.461914
	Iteration 28Q: 3 clusters Score -9508823 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -9508884.000000 Penalty: 3633.461914
	Iteration 29Q: 3 clusters Score -9508884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -9508941.000000 Penalty: 3633.461914
	Iteration 30Q: 3 clusters Score -9508941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -9509003.000000 Penalty: 3633.461914
	Iteration 31Q: 3 clusters Score -9509003 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -9509072.000000 Penalty: 3633.461914
	Iteration 32Q: 3 clusters Score -9509072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -9509100.000000 Penalty: 3633.461914
	Iteration 33Q: 3 clusters Score -9509100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -9509139.000000 Penalty: 3633.461914
	Iteration 34Q: 3 clusters Score -9509139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -9509151.000000 Penalty: 3633.461914
	Iteration 35Q: 3 clusters Score -9509151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -9509171.000000 Penalty: 3633.461914
	Iteration 36Q: 3 clusters Score -9509171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -9509188.000000 Penalty: 3633.461914
	Iteration 37Q: 3 clusters Score -9509188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -9509199.000000 Penalty: 3633.461914
	Iteration 38Q: 3 clusters Score -9509199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -9509206.000000 Penalty: 3633.461914
	Iteration 39Q: 3 clusters Score -9509206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -9509221.000000 Penalty: 3633.461914
	Iteration 40F: 3 clusters Score -9509221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -9509227.000000 Penalty: 3633.461914
	Iteration 41Q: 3 clusters Score -9509227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -9509228.000000 Penalty: 3633.461914
	Iteration 42Q: 3 clusters Score -9509228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -9509229.000000 Penalty: 3633.461914
	Iteration 43Q: 3 clusters Score -9509229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -9509238.000000 Penalty: 3633.461914
	Iteration 44Q: 3 clusters Score -9509238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -9509251.000000 Penalty: 3633.461914
	Iteration 45Q: 3 clusters Score -9509251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -9509249.000000 Penalty: 3633.461914
	Iteration 46Q: 3 clusters Score -9509249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -9509242.000000 Penalty: 3633.461914
	Iteration 47Q: 3 clusters Score -9509242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -9509249.000000 Penalty: 3633.461914
	Iteration 48Q: 3 clusters Score -9509249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -9509248.000000 Penalty: 3633.461914
	Iteration 49Q: 3 clusters Score -9509248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -9509248.000000 Penalty: 3633.461914
	Iteration 50F: 3 clusters Score -9509248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Entering Unmasked Estep 
Score: -8627313.000000 Penalty: 1800.800659
	Iteration 0F: 2 clusters Score -8627313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -8584492.000000 Penalty: 3601.601318
	Iteration 0F: 3 clusters Score -8584492 nChanged 30656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8602269.000000 Penalty: 3601.601318
	Iteration 1F: 3 clusters Score -8602269 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -8602839.000000 Penalty: 3601.601318
	Iteration 2Q: 3 clusters Score -8602839 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -8603373.000000 Penalty: 3601.601318
	Iteration 3Q: 3 clusters Score -8603373 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -8603845.000000 Penalty: 3601.601318
	Iteration 4Q: 3 clusters Score -8603845 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8604448.000000 Penalty: 3601.601318
	Iteration 5Q: 3 clusters Score -8604448 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -8605060.000000 Penalty: 3601.601318
	Iteration 6Q: 3 clusters Score -8605060 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -8605915.000000 Penalty: 3601.601318
	Iteration 7Q: 3 clusters Score -8605915 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -8607053.000000 Penalty: 3601.601318
	Iteration 8Q: 3 clusters Score -8607053 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -8608954.000000 Penalty: 3601.601318
	Iteration 9Q: 3 clusters Score -8608954 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -8611431.000000 Penalty: 3601.601318
	Iteration 10F: 3 clusters Score -8611431 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -8613564.000000 Penalty: 3601.601318
	Iteration 11F: 3 clusters Score -8613564 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -8614638.000000 Penalty: 3601.601318
	Iteration 12Q: 3 clusters Score -8614638 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -8614893.000000 Penalty: 3601.601318
	Iteration 13Q: 3 clusters Score -8614893 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -8615015.000000 Penalty: 3601.601318
	Iteration 14Q: 3 clusters Score -8615015 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -8615083.000000 Penalty: 3601.601318
	Iteration 15Q: 3 clusters Score -8615083 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -8615145.000000 Penalty: 3601.601318
	Iteration 16Q: 3 clusters Score -8615145 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8615247.000000 Penalty: 3601.601318
	Iteration 17Q: 3 clusters Score -8615247 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -8615324.000000 Penalty: 3601.601318
	Iteration 18Q: 3 clusters Score -8615324 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8615391.000000 Penalty: 3601.601318
	Iteration 19Q: 3 clusters Score -8615391 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8615498.000000 Penalty: 3601.601318
	Iteration 20F: 3 clusters Score -8615498 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -8615604.000000 Penalty: 3601.601318
	Iteration 21Q: 3 clusters Score -8615604 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -8615734.000000 Penalty: 3601.601318
	Iteration 22Q: 3 clusters Score -8615734 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -8615909.000000 Penalty: 3601.601318
	Iteration 23Q: 3 clusters Score -8615909 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -8616060.000000 Penalty: 3601.601318
	Iteration 24Q: 3 clusters Score -8616060 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8616205.000000 Penalty: 3601.601318
	Iteration 25Q: 3 clusters Score -8616205 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8616343.000000 Penalty: 3601.601318
	Iteration 26Q: 3 clusters Score -8616343 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8616524.000000 Penalty: 3601.601318
	Iteration 27Q: 3 clusters Score -8616524 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8616690.000000 Penalty: 3601.601318
	Iteration 28Q: 3 clusters Score -8616690 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -8616952.000000 Penalty: 3601.601318
	Iteration 29Q: 3 clusters Score -8616952 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -8617251.000000 Penalty: 3601.601318
	Iteration 30Q: 3 clusters Score -8617251 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8617492.000000 Penalty: 3601.601318
	Iteration 31Q: 3 clusters Score -8617492 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -8617811.000000 Penalty: 3601.601318
	Iteration 32Q: 3 clusters Score -8617811 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -8618127.000000 Penalty: 3601.601318
	Iteration 33Q: 3 clusters Score -8618127 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -8618579.000000 Penalty: 3601.601318
	Iteration 34Q: 3 clusters Score -8618579 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -8618962.000000 Penalty: 3601.601318
	Iteration 35Q: 3 clusters Score -8618962 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -8619432.000000 Penalty: 3601.601318
	Iteration 36Q: 3 clusters Score -8619432 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -8619985.000000 Penalty: 3601.601318
	Iteration 37Q: 3 clusters Score -8619985 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -8620508.000000 Penalty: 3601.601318
	Iteration 38Q: 3 clusters Score -8620508 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -8621118.000000 Penalty: 3601.601318
	Iteration 39Q: 3 clusters Score -8621118 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8621683.000000 Penalty: 3601.601318
	Iteration 40F: 3 clusters Score -8621683 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8622250.000000 Penalty: 3601.601318
	Iteration 41Q: 3 clusters Score -8622250 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8622787.000000 Penalty: 3601.601318
	Iteration 42Q: 3 clusters Score -8622787 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8623232.000000 Penalty: 3601.601318
	Iteration 43Q: 3 clusters Score -8623232 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -8623654.000000 Penalty: 3601.601318
	Iteration 44Q: 3 clusters Score -8623654 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8624086.000000 Penalty: 3601.601318
	Iteration 45Q: 3 clusters Score -8624086 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8624422.000000 Penalty: 3601.601318
	Iteration 46Q: 3 clusters Score -8624422 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8624696.000000 Penalty: 3601.601318
	Iteration 47Q: 3 clusters Score -8624696 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8624872.000000 Penalty: 3601.601318
	Iteration 48Q: 3 clusters Score -8624872 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8624986.000000 Penalty: 3601.601318
	Iteration 49Q: 3 clusters Score -8624986 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8625110.000000 Penalty: 3601.601318
	Iteration 50Q: 3 clusters Score -8625110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8625220.000000 Penalty: 3601.601318
	Iteration 51Q: 3 clusters Score -8625220 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8625365.000000 Penalty: 3601.601318
	Iteration 52Q: 3 clusters Score -8625365 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8625453.000000 Penalty: 3601.601318
	Iteration 53Q: 3 clusters Score -8625453 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8625527.000000 Penalty: 3601.601318
	Iteration 54Q: 3 clusters Score -8625527 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8625575.000000 Penalty: 3601.601318
	Iteration 55Q: 3 clusters Score -8625575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8625621.000000 Penalty: 3601.601318
	Iteration 56Q: 3 clusters Score -8625621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8625643.000000 Penalty: 3601.601318
	Iteration 57Q: 3 clusters Score -8625643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8625675.000000 Penalty: 3601.601318
	Iteration 58Q: 3 clusters Score -8625675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8625680.000000 Penalty: 3601.601318
	Iteration 59Q: 3 clusters Score -8625680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8625699.000000 Penalty: 3601.601318
	Iteration 60F: 3 clusters Score -8625699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8625701.000000 Penalty: 3601.601318
	Iteration 61Q: 3 clusters Score -8625701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8625702.000000 Penalty: 3601.601318
	Iteration 62Q: 3 clusters Score -8625702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8625698.000000 Penalty: 3601.601318
	Iteration 63Q: 3 clusters Score -8625698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8625723.000000 Penalty: 3601.601318
	Iteration 64Q: 3 clusters Score -8625723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8625712.000000 Penalty: 3601.601318
	Iteration 65Q: 3 clusters Score -8625712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8625717.000000 Penalty: 3601.601318
	Iteration 66Q: 3 clusters Score -8625717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8625713.000000 Penalty: 3601.601318
	Iteration 67Q: 3 clusters Score -8625713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8625729.000000 Penalty: 3601.601318
	Iteration 68Q: 3 clusters Score -8625729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8625737.000000 Penalty: 3601.601318
	Iteration 69Q: 3 clusters Score -8625737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8625743.000000 Penalty: 3601.601318
	Iteration 70Q: 3 clusters Score -8625743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8625760.000000 Penalty: 3601.601318
	Iteration 71Q: 3 clusters Score -8625760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8625769.000000 Penalty: 3601.601318
	Iteration 72Q: 3 clusters Score -8625769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8625768.000000 Penalty: 3601.601318
	Iteration 73Q: 3 clusters Score -8625768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8625776.000000 Penalty: 3601.601318
	Iteration 74Q: 3 clusters Score -8625776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8625782.000000 Penalty: 3601.601318
	Iteration 75Q: 3 clusters Score -8625782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8625785.000000 Penalty: 3601.601318
	Iteration 76Q: 3 clusters Score -8625785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8625784.000000 Penalty: 3601.601318
	Iteration 77Q: 3 clusters Score -8625784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8625791.000000 Penalty: 3601.601318
	Iteration 78Q: 3 clusters Score -8625791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8625788.000000 Penalty: 3601.601318
	Iteration 79Q: 3 clusters Score -8625788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8625785.000000 Penalty: 3601.601318
	Iteration 80F: 3 clusters Score -8625785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8625783.000000 Penalty: 3601.601318
	Iteration 81Q: 3 clusters Score -8625783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8625788.000000 Penalty: 3601.601318
	Iteration 82Q: 3 clusters Score -8625788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8625788.000000 Penalty: 3601.601318
	Iteration 83F: 3 clusters Score -8625788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20296.441406 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20296.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20498.160156 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20498.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20575.398438 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20601.939453 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20601.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20640.136719 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20640.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20651.398438 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20656.306641 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -20656.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20663.697266 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -20663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20670.416016 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -20670.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20671.708984 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -20671.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20673.871094 Penalty: 1790.551270
	Iteration 10Q: 3 clusters Score -20673.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20673.871094 Penalty: 1790.551270
	Iteration 11F: 3 clusters Score -20673.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Entering Unmasked Estep 
Score: -1037181.250000 Penalty: 1461.411743
	Iteration 0F: 2 clusters Score -1037181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1031223.625000 Penalty: 2922.823486
	Iteration 0F: 3 clusters Score -1031224 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1033049.250000 Penalty: 2922.823486
	Iteration 1F: 3 clusters Score -1033049 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1033269.375000 Penalty: 2922.823486
	Iteration 2F: 3 clusters Score -1033269 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1033431.750000 Penalty: 2922.823486
	Iteration 3Q: 3 clusters Score -1033432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1033555.437500 Penalty: 2922.823486
	Iteration 4Q: 3 clusters Score -1033555 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1033655.312500 Penalty: 2922.823486
	Iteration 5Q: 3 clusters Score -1033655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1033746.625000 Penalty: 2922.823486
	Iteration 6Q: 3 clusters Score -1033747 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1033842.375000 Penalty: 2922.823486
	Iteration 7Q: 3 clusters Score -1033842 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1033945.625000 Penalty: 2922.823486
	Iteration 8Q: 3 clusters Score -1033946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1034078.812500 Penalty: 2922.823486
	Iteration 9Q: 3 clusters Score -1034079 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1034209.750000 Penalty: 2922.823486
	Iteration 10Q: 3 clusters Score -1034210 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1034346.375000 Penalty: 2922.823486
	Iteration 11Q: 3 clusters Score -1034346 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1034493.812500 Penalty: 2922.823486
	Iteration 12Q: 3 clusters Score -1034494 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1034621.687500 Penalty: 2922.823486
	Iteration 13Q: 3 clusters Score -1034622 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1034707.250000 Penalty: 2922.823486
	Iteration 14Q: 3 clusters Score -1034707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1034797.812500 Penalty: 2922.823486
	Iteration 15Q: 3 clusters Score -1034798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1034867.812500 Penalty: 2922.823486
	Iteration 16Q: 3 clusters Score -1034868 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1034926.187500 Penalty: 2922.823486
	Iteration 17Q: 3 clusters Score -1034926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1034972.000000 Penalty: 2922.823486
	Iteration 18Q: 3 clusters Score -1034972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1034999.125000 Penalty: 2922.823486
	Iteration 19Q: 3 clusters Score -1034999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1035027.562500 Penalty: 2922.823486
	Iteration 20F: 3 clusters Score -1035028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1035062.250000 Penalty: 2922.823486
	Iteration 21Q: 3 clusters Score -1035062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1035085.000000 Penalty: 2922.823486
	Iteration 22Q: 3 clusters Score -1035085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1035106.500000 Penalty: 2922.823486
	Iteration 23Q: 3 clusters Score -1035106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1035132.812500 Penalty: 2922.823486
	Iteration 24Q: 3 clusters Score -1035133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1035158.375000 Penalty: 2922.823486
	Iteration 25Q: 3 clusters Score -1035158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1035177.250000 Penalty: 2922.823486
	Iteration 26Q: 3 clusters Score -1035177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1035202.625000 Penalty: 2922.823486
	Iteration 27Q: 3 clusters Score -1035203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1035238.125000 Penalty: 2922.823486
	Iteration 28Q: 3 clusters Score -1035238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1035273.187500 Penalty: 2922.823486
	Iteration 29Q: 3 clusters Score -1035273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1035319.500000 Penalty: 2922.823486
	Iteration 30Q: 3 clusters Score -1035320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1035366.187500 Penalty: 2922.823486
	Iteration 31Q: 3 clusters Score -1035366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1035403.812500 Penalty: 2922.823486
	Iteration 32Q: 3 clusters Score -1035404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1035437.875000 Penalty: 2922.823486
	Iteration 33Q: 3 clusters Score -1035438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1035468.937500 Penalty: 2922.823486
	Iteration 34Q: 3 clusters Score -1035469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1035492.375000 Penalty: 2922.823486
	Iteration 35Q: 3 clusters Score -1035492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1035515.187500 Penalty: 2922.823486
	Iteration 36Q: 3 clusters Score -1035515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1035542.500000 Penalty: 2922.823486
	Iteration 37Q: 3 clusters Score -1035542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1035574.625000 Penalty: 2922.823486
	Iteration 38Q: 3 clusters Score -1035575 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1035613.187500 Penalty: 2922.823486
	Iteration 39Q: 3 clusters Score -1035613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1035657.187500 Penalty: 2922.823486
	Iteration 40F: 3 clusters Score -1035657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1035697.250000 Penalty: 2922.823486
	Iteration 41Q: 3 clusters Score -1035697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1035729.625000 Penalty: 2922.823486
	Iteration 42Q: 3 clusters Score -1035730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1035756.625000 Penalty: 2922.823486
	Iteration 43Q: 3 clusters Score -1035757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1035781.500000 Penalty: 2922.823486
	Iteration 44Q: 3 clusters Score -1035782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1035796.562500 Penalty: 2922.823486
	Iteration 45Q: 3 clusters Score -1035797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1035808.875000 Penalty: 2922.823486
	Iteration 46Q: 3 clusters Score -1035809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1035820.562500 Penalty: 2922.823486
	Iteration 47Q: 3 clusters Score -1035821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1035831.812500 Penalty: 2922.823486
	Iteration 48Q: 3 clusters Score -1035832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1035844.437500 Penalty: 2922.823486
	Iteration 49Q: 3 clusters Score -1035844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1035853.000000 Penalty: 2922.823486
	Iteration 50Q: 3 clusters Score -1035853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1035857.562500 Penalty: 2922.823486
	Iteration 51Q: 3 clusters Score -1035858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1035857.875000 Penalty: 2922.823486
	Iteration 52Q: 3 clusters Score -1035858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1035858.750000 Penalty: 2922.823486
	Iteration 53Q: 3 clusters Score -1035859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1035858.500000 Penalty: 2922.823486
	Iteration 54Q: 3 clusters Score -1035858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1035859.687500 Penalty: 2922.823486
	Iteration 55Q: 3 clusters Score -1035860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1035860.875000 Penalty: 2922.823486
	Iteration 56Q: 3 clusters Score -1035861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1035863.500000 Penalty: 2922.823486
	Iteration 57Q: 3 clusters Score -1035864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1035865.937500 Penalty: 2922.823486
	Iteration 58Q: 3 clusters Score -1035866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1035868.062500 Penalty: 2922.823486
	Iteration 59Q: 3 clusters Score -1035868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1035870.625000 Penalty: 2922.823486
	Iteration 60F: 3 clusters Score -1035871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1035871.937500 Penalty: 2922.823486
	Iteration 61Q: 3 clusters Score -1035872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1035874.625000 Penalty: 2922.823486
	Iteration 62Q: 3 clusters Score -1035875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1035877.875000 Penalty: 2922.823486
	Iteration 63Q: 3 clusters Score -1035878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1035878.687500 Penalty: 2922.823486
	Iteration 64Q: 3 clusters Score -1035879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1035881.750000 Penalty: 2922.823486
	Iteration 65Q: 3 clusters Score -1035882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1035883.875000 Penalty: 2922.823486
	Iteration 66Q: 3 clusters Score -1035884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1035885.875000 Penalty: 2922.823486
	Iteration 67Q: 3 clusters Score -1035886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1035889.000000 Penalty: 2922.823486
	Iteration 68Q: 3 clusters Score -1035889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1035892.812500 Penalty: 2922.823486
	Iteration 69Q: 3 clusters Score -1035893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1035894.875000 Penalty: 2922.823486
	Iteration 70Q: 3 clusters Score -1035895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1035894.125000 Penalty: 2922.823486
	Iteration 71Q: 3 clusters Score -1035894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1035895.500000 Penalty: 2922.823486
	Iteration 72Q: 3 clusters Score -1035896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1035896.875000 Penalty: 2922.823486
	Iteration 73Q: 3 clusters Score -1035897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1035896.500000 Penalty: 2922.823486
	Iteration 74Q: 3 clusters Score -1035896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1035899.375000 Penalty: 2922.823486
	Iteration 75Q: 3 clusters Score -1035899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1035900.312500 Penalty: 2922.823486
	Iteration 76Q: 3 clusters Score -1035900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1035902.250000 Penalty: 2922.823486
	Iteration 77Q: 3 clusters Score -1035902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1035901.750000 Penalty: 2922.823486
	Iteration 78Q: 3 clusters Score -1035902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1035903.687500 Penalty: 2922.823486
	Iteration 79Q: 3 clusters Score -1035904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1035903.937500 Penalty: 2922.823486
	Iteration 80F: 3 clusters Score -1035904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1035903.062500 Penalty: 2922.823486
	Iteration 81Q: 3 clusters Score -1035903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1035904.875000 Penalty: 2922.823486
	Iteration 82Q: 3 clusters Score -1035905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1035905.750000 Penalty: 2922.823486
	Iteration 83Q: 3 clusters Score -1035906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1035905.562500 Penalty: 2922.823486
	Iteration 84Q: 3 clusters Score -1035906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1035907.187500 Penalty: 2922.823486
	Iteration 85Q: 3 clusters Score -1035907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1035907.437500 Penalty: 2922.823486
	Iteration 86Q: 3 clusters Score -1035907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1035908.312500 Penalty: 2922.823486
	Iteration 87Q: 3 clusters Score -1035908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1035908.312500 Penalty: 2922.823486
	Iteration 88Q: 3 clusters Score -1035908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1035908.312500 Penalty: 2922.823486
	Iteration 89F: 3 clusters Score -1035908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -2368376.500000 Penalty: 1600.020874
	Iteration 0F: 2 clusters Score -2368376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2355535.000000 Penalty: 3200.041748
	Iteration 0F: 3 clusters Score -2355535 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2360121.750000 Penalty: 3200.041748
	Iteration 1F: 3 clusters Score -2360122 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2360388.500000 Penalty: 3200.041748
	Iteration 2Q: 3 clusters Score -2360388 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2360628.250000 Penalty: 3200.041748
	Iteration 3Q: 3 clusters Score -2360628 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2360928.750000 Penalty: 3200.041748
	Iteration 4Q: 3 clusters Score -2360929 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2361396.750000 Penalty: 3200.041748
	Iteration 5Q: 3 clusters Score -2361397 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2362090.750000 Penalty: 3200.041748
	Iteration 6F: 3 clusters Score -2362091 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2363108.000000 Penalty: 3200.041748
	Iteration 7F: 3 clusters Score -2363108 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2364405.750000 Penalty: 3200.041748
	Iteration 8F: 3 clusters Score -2364406 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2365539.500000 Penalty: 3200.041748
	Iteration 9F: 3 clusters Score -2365540 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2366316.750000 Penalty: 3200.041748
	Iteration 10Q: 3 clusters Score -2366317 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2366738.250000 Penalty: 3200.041748
	Iteration 11Q: 3 clusters Score -2366738 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2366932.500000 Penalty: 3200.041748
	Iteration 12Q: 3 clusters Score -2366932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2367022.000000 Penalty: 3200.041748
	Iteration 13Q: 3 clusters Score -2367022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2367048.750000 Penalty: 3200.041748
	Iteration 14Q: 3 clusters Score -2367049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2367069.250000 Penalty: 3200.041748
	Iteration 15Q: 3 clusters Score -2367069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2367076.000000 Penalty: 3200.041748
	Iteration 16Q: 3 clusters Score -2367076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2367084.250000 Penalty: 3200.041748
	Iteration 17Q: 3 clusters Score -2367084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2367083.500000 Penalty: 3200.041748
	Iteration 18Q: 3 clusters Score -2367084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2367084.500000 Penalty: 3200.041748
	Iteration 19Q: 3 clusters Score -2367084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2367084.500000 Penalty: 3200.041748
	Iteration 20F: 3 clusters Score -2367084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Entering Unmasked Estep 
Score: -9652564.000000 Penalty: 1825.626709
	Iteration 0F: 2 clusters Score -9652564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -9602309.000000 Penalty: 3651.253418
	Iteration 0F: 3 clusters Score -9602309 nChanged 35694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -9622826.000000 Penalty: 3651.253418
	Iteration 1F: 3 clusters Score -9622826 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9623980.000000 Penalty: 3651.253418
	Iteration 2Q: 3 clusters Score -9623980 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9625227.000000 Penalty: 3651.253418
	Iteration 3Q: 3 clusters Score -9625227 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -9627042.000000 Penalty: 3651.253418
	Iteration 4F: 3 clusters Score -9627042 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -9629476.000000 Penalty: 3651.253418
	Iteration 5F: 3 clusters Score -9629476 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -9632482.000000 Penalty: 3651.253418
	Iteration 6F: 3 clusters Score -9632482 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -9636029.000000 Penalty: 3651.253418
	Iteration 7F: 3 clusters Score -9636029 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -9639215.000000 Penalty: 3651.253418
	Iteration 8F: 3 clusters Score -9639215 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -9641125.000000 Penalty: 3651.253418
	Iteration 9Q: 3 clusters Score -9641125 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -9642321.000000 Penalty: 3651.253418
	Iteration 10Q: 3 clusters Score -9642321 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -9643141.000000 Penalty: 3651.253418
	Iteration 11Q: 3 clusters Score -9643141 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -9643891.000000 Penalty: 3651.253418
	Iteration 12Q: 3 clusters Score -9643891 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -9644664.000000 Penalty: 3651.253418
	Iteration 13Q: 3 clusters Score -9644664 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -9645483.000000 Penalty: 3651.253418
	Iteration 14Q: 3 clusters Score -9645483 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -9646248.000000 Penalty: 3651.253418
	Iteration 15Q: 3 clusters Score -9646248 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -9646939.000000 Penalty: 3651.253418
	Iteration 16Q: 3 clusters Score -9646939 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -9647594.000000 Penalty: 3651.253418
	Iteration 17Q: 3 clusters Score -9647594 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9648072.000000 Penalty: 3651.253418
	Iteration 18Q: 3 clusters Score -9648072 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -9648489.000000 Penalty: 3651.253418
	Iteration 19Q: 3 clusters Score -9648489 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -9648827.000000 Penalty: 3651.253418
	Iteration 20F: 3 clusters Score -9648827 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -9649087.000000 Penalty: 3651.253418
	Iteration 21Q: 3 clusters Score -9649087 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9649357.000000 Penalty: 3651.253418
	Iteration 22Q: 3 clusters Score -9649357 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -9649565.000000 Penalty: 3651.253418
	Iteration 23Q: 3 clusters Score -9649565 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -9649740.000000 Penalty: 3651.253418
	Iteration 24Q: 3 clusters Score -9649740 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -9649933.000000 Penalty: 3651.253418
	Iteration 25Q: 3 clusters Score -9649933 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -9650107.000000 Penalty: 3651.253418
	Iteration 26Q: 3 clusters Score -9650107 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -9650207.000000 Penalty: 3651.253418
	Iteration 27Q: 3 clusters Score -9650207 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9650282.000000 Penalty: 3651.253418
	Iteration 28Q: 3 clusters Score -9650282 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9650391.000000 Penalty: 3651.253418
	Iteration 29Q: 3 clusters Score -9650391 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9650464.000000 Penalty: 3651.253418
	Iteration 30Q: 3 clusters Score -9650464 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9650545.000000 Penalty: 3651.253418
	Iteration 31Q: 3 clusters Score -9650545 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9650630.000000 Penalty: 3651.253418
	Iteration 32Q: 3 clusters Score -9650630 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9650681.000000 Penalty: 3651.253418
	Iteration 33Q: 3 clusters Score -9650681 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9650750.000000 Penalty: 3651.253418
	Iteration 34Q: 3 clusters Score -9650750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9650787.000000 Penalty: 3651.253418
	Iteration 35Q: 3 clusters Score -9650787 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9650835.000000 Penalty: 3651.253418
	Iteration 36Q: 3 clusters Score -9650835 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9650866.000000 Penalty: 3651.253418
	Iteration 37Q: 3 clusters Score -9650866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9650874.000000 Penalty: 3651.253418
	Iteration 38Q: 3 clusters Score -9650874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9650909.000000 Penalty: 3651.253418
	Iteration 39Q: 3 clusters Score -9650909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9650936.000000 Penalty: 3651.253418
	Iteration 40F: 3 clusters Score -9650936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9650967.000000 Penalty: 3651.253418
	Iteration 41Q: 3 clusters Score -9650967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9650992.000000 Penalty: 3651.253418
	Iteration 42Q: 3 clusters Score -9650992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9651000.000000 Penalty: 3651.253418
	Iteration 43Q: 3 clusters Score -9651000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9651022.000000 Penalty: 3651.253418
	Iteration 44Q: 3 clusters Score -9651022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9651027.000000 Penalty: 3651.253418
	Iteration 45Q: 3 clusters Score -9651027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9651056.000000 Penalty: 3651.253418
	Iteration 46Q: 3 clusters Score -9651056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9651074.000000 Penalty: 3651.253418
	Iteration 47Q: 3 clusters Score -9651074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9651070.000000 Penalty: 3651.253418
	Iteration 48Q: 3 clusters Score -9651070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9651077.000000 Penalty: 3651.253418
	Iteration 49Q: 3 clusters Score -9651077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9651080.000000 Penalty: 3651.253418
	Iteration 50Q: 3 clusters Score -9651080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9651089.000000 Penalty: 3651.253418
	Iteration 51Q: 3 clusters Score -9651089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9651097.000000 Penalty: 3651.253418
	Iteration 52Q: 3 clusters Score -9651097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9651107.000000 Penalty: 3651.253418
	Iteration 53Q: 3 clusters Score -9651107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9651109.000000 Penalty: 3651.253418
	Iteration 54Q: 3 clusters Score -9651109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9651108.000000 Penalty: 3651.253418
	Iteration 55Q: 3 clusters Score -9651108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9651100.000000 Penalty: 3651.253418
	Iteration 56Q: 3 clusters Score -9651100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9651105.000000 Penalty: 3651.253418
	Iteration 57Q: 3 clusters Score -9651105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9651111.000000 Penalty: 3651.253418
	Iteration 58Q: 3 clusters Score -9651111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9651120.000000 Penalty: 3651.253418
	Iteration 59Q: 3 clusters Score -9651120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9651124.000000 Penalty: 3651.253418
	Iteration 60F: 3 clusters Score -9651124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9651131.000000 Penalty: 3651.253418
	Iteration 61Q: 3 clusters Score -9651131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9651123.000000 Penalty: 3651.253418
	Iteration 62Q: 3 clusters Score -9651123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9651132.000000 Penalty: 3651.253418
	Iteration 63Q: 3 clusters Score -9651132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9651130.000000 Penalty: 3651.253418
	Iteration 64Q: 3 clusters Score -9651130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9651132.000000 Penalty: 3651.253418
	Iteration 65Q: 3 clusters Score -9651132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9651132.000000 Penalty: 3651.253418
	Iteration 66Q: 3 clusters Score -9651132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9651132.000000 Penalty: 3651.253418
	Iteration 67Q: 3 clusters Score -9651132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9651136.000000 Penalty: 3651.253418
	Iteration 68Q: 3 clusters Score -9651136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9651140.000000 Penalty: 3651.253418
	Iteration 69Q: 3 clusters Score -9651140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9651142.000000 Penalty: 3651.253418
	Iteration 70Q: 3 clusters Score -9651142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9651142.000000 Penalty: 3651.253418
	Iteration 71F: 3 clusters Score -9651142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -789275.562500 Penalty: 1419.992432
	Iteration 0F: 2 clusters Score -789275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -784511.125000 Penalty: 2839.984863
	Iteration 0F: 3 clusters Score -784511.1 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -786014.687500 Penalty: 2839.984863
	Iteration 1F: 3 clusters Score -786014.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -786240.812500 Penalty: 2839.984863
	Iteration 2F: 3 clusters Score -786240.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -786416.187500 Penalty: 2839.984863
	Iteration 3F: 3 clusters Score -786416.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -786570.500000 Penalty: 2839.984863
	Iteration 4Q: 3 clusters Score -786570.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -786701.812500 Penalty: 2839.984863
	Iteration 5Q: 3 clusters Score -786701.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -786819.187500 Penalty: 2839.984863
	Iteration 6Q: 3 clusters Score -786819.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -786928.250000 Penalty: 2839.984863
	Iteration 7Q: 3 clusters Score -786928.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -787027.312500 Penalty: 2839.984863
	Iteration 8Q: 3 clusters Score -787027.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -787117.312500 Penalty: 2839.984863
	Iteration 9Q: 3 clusters Score -787117.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -787203.812500 Penalty: 2839.984863
	Iteration 10Q: 3 clusters Score -787203.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -787289.312500 Penalty: 2839.984863
	Iteration 11Q: 3 clusters Score -787289.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -787378.937500 Penalty: 2839.984863
	Iteration 12Q: 3 clusters Score -787378.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -787483.187500 Penalty: 2839.984863
	Iteration 13Q: 3 clusters Score -787483.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -787590.812500 Penalty: 2839.984863
	Iteration 14Q: 3 clusters Score -787590.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -787693.562500 Penalty: 2839.984863
	Iteration 15Q: 3 clusters Score -787693.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -787784.937500 Penalty: 2839.984863
	Iteration 16Q: 3 clusters Score -787784.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -787869.062500 Penalty: 2839.984863
	Iteration 17Q: 3 clusters Score -787869.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -787921.375000 Penalty: 2839.984863
	Iteration 18Q: 3 clusters Score -787921.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -787955.187500 Penalty: 2839.984863
	Iteration 19Q: 3 clusters Score -787955.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -787987.625000 Penalty: 2839.984863
	Iteration 20F: 3 clusters Score -787987.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -788003.812500 Penalty: 2839.984863
	Iteration 21Q: 3 clusters Score -788003.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -788021.000000 Penalty: 2839.984863
	Iteration 22Q: 3 clusters Score -788021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -788037.187500 Penalty: 2839.984863
	Iteration 23Q: 3 clusters Score -788037.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -788051.562500 Penalty: 2839.984863
	Iteration 24Q: 3 clusters Score -788051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -788061.687500 Penalty: 2839.984863
	Iteration 25Q: 3 clusters Score -788061.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -788071.687500 Penalty: 2839.984863
	Iteration 26Q: 3 clusters Score -788071.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -788080.687500 Penalty: 2839.984863
	Iteration 27Q: 3 clusters Score -788080.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -788087.687500 Penalty: 2839.984863
	Iteration 28Q: 3 clusters Score -788087.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -788095.375000 Penalty: 2839.984863
	Iteration 29Q: 3 clusters Score -788095.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -788112.875000 Penalty: 2839.984863
	Iteration 30Q: 3 clusters Score -788112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -788120.437500 Penalty: 2839.984863
	Iteration 31Q: 3 clusters Score -788120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -788134.000000 Penalty: 2839.984863
	Iteration 32Q: 3 clusters Score -788134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -788141.875000 Penalty: 2839.984863
	Iteration 33Q: 3 clusters Score -788141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -788145.750000 Penalty: 2839.984863
	Iteration 34Q: 3 clusters Score -788145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -788156.000000 Penalty: 2839.984863
	Iteration 35Q: 3 clusters Score -788156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -788158.312500 Penalty: 2839.984863
	Iteration 36Q: 3 clusters Score -788158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -788160.937500 Penalty: 2839.984863
	Iteration 37Q: 3 clusters Score -788160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -788162.937500 Penalty: 2839.984863
	Iteration 38Q: 3 clusters Score -788162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -788165.812500 Penalty: 2839.984863
	Iteration 39Q: 3 clusters Score -788165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -788167.312500 Penalty: 2839.984863
	Iteration 40F: 3 clusters Score -788167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -198098.203125 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -198098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196189.781250 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -196189.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196722.515625 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -196722.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196909.328125 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -196909.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -197078.171875 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -197078.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -197187.390625 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -197187.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -197271.390625 Penalty: 2426.523926
	Iteration 5Q: 3 clusters Score -197271.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -197335.875000 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -197335.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -197375.375000 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -197375.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -197404.984375 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -197405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -197419.578125 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -197419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -197428.859375 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -197428.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -197435.671875 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -197435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -197439.656250 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -197439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -197442.140625 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -197442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -197443.390625 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -197443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -197443.578125 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -197443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -197443.578125 Penalty: 2426.523926
	Iteration 16F: 3 clusters Score -197443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -2842225.000000 Penalty: 1623.789551
	Iteration 0F: 2 clusters Score -2842225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2827558.500000 Penalty: 3247.579102
	Iteration 0F: 3 clusters Score -2827558 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2832868.500000 Penalty: 3247.579102
	Iteration 1F: 3 clusters Score -2832868 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2833141.250000 Penalty: 3247.579102
	Iteration 2Q: 3 clusters Score -2833141 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2833381.250000 Penalty: 3247.579102
	Iteration 3Q: 3 clusters Score -2833381 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2833642.500000 Penalty: 3247.579102
	Iteration 4Q: 3 clusters Score -2833642 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2833988.250000 Penalty: 3247.579102
	Iteration 5Q: 3 clusters Score -2833988 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2834407.750000 Penalty: 3247.579102
	Iteration 6Q: 3 clusters Score -2834408 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2834936.250000 Penalty: 3247.579102
	Iteration 7Q: 3 clusters Score -2834936 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2835700.250000 Penalty: 3247.579102
	Iteration 8F: 3 clusters Score -2835700 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2836755.250000 Penalty: 3247.579102
	Iteration 9F: 3 clusters Score -2836755 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2838040.250000 Penalty: 3247.579102
	Iteration 10F: 3 clusters Score -2838040 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2839198.750000 Penalty: 3247.579102
	Iteration 11F: 3 clusters Score -2839199 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2840071.750000 Penalty: 3247.579102
	Iteration 12Q: 3 clusters Score -2840072 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2840530.000000 Penalty: 3247.579102
	Iteration 13Q: 3 clusters Score -2840530 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2840743.250000 Penalty: 3247.579102
	Iteration 14Q: 3 clusters Score -2840743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2840840.500000 Penalty: 3247.579102
	Iteration 15Q: 3 clusters Score -2840840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2840890.000000 Penalty: 3247.579102
	Iteration 16Q: 3 clusters Score -2840890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2840913.750000 Penalty: 3247.579102
	Iteration 17Q: 3 clusters Score -2840914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2840918.500000 Penalty: 3247.579102
	Iteration 18Q: 3 clusters Score -2840918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2840921.500000 Penalty: 3247.579102
	Iteration 19Q: 3 clusters Score -2840922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2840926.750000 Penalty: 3247.579102
	Iteration 20F: 3 clusters Score -2840927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2840931.250000 Penalty: 3247.579102
	Iteration 21Q: 3 clusters Score -2840931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2840934.250000 Penalty: 3247.579102
	Iteration 22Q: 3 clusters Score -2840934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2840936.750000 Penalty: 3247.579102
	Iteration 23Q: 3 clusters Score -2840937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2840936.750000 Penalty: 3247.579102
	Iteration 24F: 3 clusters Score -2840937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Entering Unmasked Estep 
Score: -5027962.500000 Penalty: 1714.096191
	Iteration 0F: 2 clusters Score -5027962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5002326.000000 Penalty: 3428.192383
	Iteration 0F: 3 clusters Score -5002326 nChanged 17754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5012666.000000 Penalty: 3428.192383
	Iteration 1F: 3 clusters Score -5012666 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5013878.500000 Penalty: 3428.192383
	Iteration 2F: 3 clusters Score -5013878 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5015691.500000 Penalty: 3428.192383
	Iteration 3F: 3 clusters Score -5015692 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5018125.000000 Penalty: 3428.192383
	Iteration 4F: 3 clusters Score -5018125 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5021140.500000 Penalty: 3428.192383
	Iteration 5F: 3 clusters Score -5021140 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -5024044.500000 Penalty: 3428.192383
	Iteration 6F: 3 clusters Score -5024044 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5025807.000000 Penalty: 3428.192383
	Iteration 7F: 3 clusters Score -5025807 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5026552.000000 Penalty: 3428.192383
	Iteration 8Q: 3 clusters Score -5026552 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5026890.000000 Penalty: 3428.192383
	Iteration 9Q: 3 clusters Score -5026890 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -5027082.500000 Penalty: 3428.192383
	Iteration 10Q: 3 clusters Score -5027082 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5027192.500000 Penalty: 3428.192383
	Iteration 11Q: 3 clusters Score -5027192 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -5027277.500000 Penalty: 3428.192383
	Iteration 12Q: 3 clusters Score -5027278 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5027328.000000 Penalty: 3428.192383
	Iteration 13Q: 3 clusters Score -5027328 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5027341.500000 Penalty: 3428.192383
	Iteration 14Q: 3 clusters Score -5027342 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -5027372.500000 Penalty: 3428.192383
	Iteration 15Q: 3 clusters Score -5027372 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -5027396.500000 Penalty: 3428.192383
	Iteration 16Q: 3 clusters Score -5027396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5027407.000000 Penalty: 3428.192383
	Iteration 17Q: 3 clusters Score -5027407 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5027419.000000 Penalty: 3428.192383
	Iteration 18Q: 3 clusters Score -5027419 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5027425.500000 Penalty: 3428.192383
	Iteration 19Q: 3 clusters Score -5027426 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -5027401.000000 Penalty: 3428.192383
	Iteration 20F: 3 clusters Score -5027401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5027431.500000 Penalty: 3428.192383
	Iteration 21Q: 3 clusters Score -5027432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -5027448.500000 Penalty: 3428.192383
	Iteration 22Q: 3 clusters Score -5027448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -5027469.500000 Penalty: 3428.192383
	Iteration 23Q: 3 clusters Score -5027470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -5027456.500000 Penalty: 3428.192383
	Iteration 24Q: 3 clusters Score -5027456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5027514 nChanged 138
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Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5027527 nChanged 135
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Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5027538 nChanged 129
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Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5027546 nChanged 122
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Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5027528 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5027552 nChanged 105
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Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5027556 nChanged 92
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Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5027559 nChanged 78
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Mstep: Class 1 contains 30884 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5027558 nChanged 68
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Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5027562 nChanged 42
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Mstep: Class 1 contains 31048 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5027562 nChanged 42
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Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 7022 members 
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	Iteration 41Q: 3 clusters Score -5027561 nChanged 42
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Mstep: Class 1 contains 31130 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5027568 nChanged 46
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Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5027580 nChanged 36
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Mstep: Class 1 contains 31307 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5027566 nChanged 28
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Mstep: Class 1 contains 31335 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5027568 nChanged 29
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Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5027567 nChanged 32
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Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5027568 nChanged 40
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Mstep: Class 1 contains 31436 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5027574 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5027566 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31541 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5027549 nChanged 61
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Mstep: Class 1 contains 31660 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5027552 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31717 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5027554 nChanged 48
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Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5027562 nChanged 52
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Mstep: Class 1 contains 31817 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31867 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5027565 nChanged 68
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Mstep: Class 1 contains 31935 members 
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	Iteration 59Q: 3 clusters Score -5027571 nChanged 63
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5027578 nChanged 70
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Mstep: Class 1 contains 32068 members 
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	Iteration 61Q: 3 clusters Score -5027603 nChanged 66
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Mstep: Class 1 contains 32134 members 
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Mstep: Class 1 contains 32196 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5027613 nChanged 69
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Mstep: Class 1 contains 32265 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32328 members 
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	Iteration 65Q: 3 clusters Score -5027628 nChanged 58
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Mstep: Class 1 contains 32386 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5027636 nChanged 52
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Mstep: Class 1 contains 32438 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5027630 nChanged 48
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Mstep: Class 1 contains 32486 members 
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	Iteration 68Q: 3 clusters Score -5027636 nChanged 54
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Mstep: Class 1 contains 32540 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5027646 nChanged 34
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Mstep: Class 1 contains 32574 members 
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Mstep: Class 1 contains 32604 members 
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	Iteration 71Q: 3 clusters Score -5027655 nChanged 38
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Mstep: Class 1 contains 32642 members 
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	Iteration 72Q: 3 clusters Score -5027672 nChanged 28
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Mstep: Class 1 contains 32670 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5027660 nChanged 31
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Mstep: Class 1 contains 32701 members 
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	Iteration 74Q: 3 clusters Score -5027676 nChanged 22
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Mstep: Class 1 contains 32723 members 
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	Iteration 75Q: 3 clusters Score -5027674 nChanged 17
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Mstep: Class 1 contains 32740 members 
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	Iteration 76Q: 3 clusters Score -5027678 nChanged 19
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Mstep: Class 1 contains 32759 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5027676 nChanged 15
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Mstep: Class 1 contains 32774 members 
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	Iteration 78Q: 3 clusters Score -5027672 nChanged 16
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Mstep: Class 1 contains 32790 members 
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	Iteration 79Q: 3 clusters Score -5027678 nChanged 15
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Mstep: Class 1 contains 32805 members 
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	Iteration 80F: 3 clusters Score -5027675 nChanged 13
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Mstep: Class 1 contains 32818 members 
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Mstep: Class 1 contains 32836 members 
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	Iteration 82Q: 3 clusters Score -5027678 nChanged 20
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Mstep: Class 1 contains 32856 members 
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	Iteration 83Q: 3 clusters Score -5027689 nChanged 13
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Mstep: Class 1 contains 32869 members 
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	Iteration 84Q: 3 clusters Score -5027680 nChanged 19
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Mstep: Class 1 contains 32888 members 
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	Iteration 85Q: 3 clusters Score -5027684 nChanged 20
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Mstep: Class 1 contains 32908 members 
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	Iteration 86Q: 3 clusters Score -5027689 nChanged 22
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Mstep: Class 1 contains 32930 members 
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	Iteration 87Q: 3 clusters Score -5027684 nChanged 15
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Mstep: Class 1 contains 32945 members 
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	Iteration 88Q: 3 clusters Score -5027678 nChanged 17
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Mstep: Class 1 contains 32962 members 
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	Iteration 89Q: 3 clusters Score -5027682 nChanged 19
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Mstep: Class 1 contains 32999 members 
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Mstep: Class 1 contains 33012 members 
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Mstep: Class 1 contains 33022 members 
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	Iteration 93Q: 3 clusters Score -5027678 nChanged 15
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Mstep: Class 1 contains 33037 members 
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	Iteration 94Q: 3 clusters Score -5027672 nChanged 14
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	Iteration 95Q: 3 clusters Score -5027670 nChanged 9
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	Iteration 96Q: 3 clusters Score -5027666 nChanged 8
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	Iteration 97Q: 3 clusters Score -5027674 nChanged 7
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	Iteration 98Q: 3 clusters Score -5027672 nChanged 10
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	Iteration 99Q: 3 clusters Score -5027674 nChanged 9
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Mstep: Class 1 contains 33094 members 
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	Iteration 100F: 3 clusters Score -5027674 nChanged 9
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	Iteration 101Q: 3 clusters Score -5027669 nChanged 9
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	Iteration 102Q: 3 clusters Score -5027668 nChanged 6
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	Iteration 103Q: 3 clusters Score -5027668 nChanged 5
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	Iteration 104Q: 3 clusters Score -5027667 nChanged 7
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	Iteration 105Q: 3 clusters Score -5027662 nChanged 7
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	Iteration 106Q: 3 clusters Score -5027662 nChanged 11
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	Iteration 107Q: 3 clusters Score -5027667 nChanged 12
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	Iteration 108Q: 3 clusters Score -5027670 nChanged 9
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	Iteration 109Q: 3 clusters Score -5027668 nChanged 12
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	Iteration 110Q: 3 clusters Score -5027672 nChanged 18
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	Iteration 111Q: 3 clusters Score -5027675 nChanged 15
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	Iteration 112Q: 3 clusters Score -5027670 nChanged 8
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	Iteration 113Q: 3 clusters Score -5027672 nChanged 14
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	Iteration 114Q: 3 clusters Score -5027669 nChanged 12
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	Iteration 115Q: 3 clusters Score -5027669 nChanged 12
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	Iteration 116Q: 3 clusters Score -5027674 nChanged 8
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	Iteration 117Q: 3 clusters Score -5027665 nChanged 7
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Entering Unmasked Estep 
Score: -5027665.500000 Penalty: 3428.192383
	Iteration 118Q: 3 clusters Score -5027666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5027664.000000 Penalty: 3428.192383
	Iteration 119Q: 3 clusters Score -5027664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5027663.000000 Penalty: 3428.192383
	Iteration 120F: 3 clusters Score -5027663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -5027674.000000 Penalty: 3428.192383
	Iteration 121Q: 3 clusters Score -5027674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5027671.000000 Penalty: 3428.192383
	Iteration 122Q: 3 clusters Score -5027671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5027674.500000 Penalty: 3428.192383
	Iteration 123Q: 3 clusters Score -5027674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -5027670.500000 Penalty: 3428.192383
	Iteration 124Q: 3 clusters Score -5027670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5027668.000000 Penalty: 3428.192383
	Iteration 125Q: 3 clusters Score -5027668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5027671.500000 Penalty: 3428.192383
	Iteration 126Q: 3 clusters Score -5027672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5027666.000000 Penalty: 3428.192383
	Iteration 127Q: 3 clusters Score -5027666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5027667.000000 Penalty: 3428.192383
	Iteration 128Q: 3 clusters Score -5027667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5027667.000000 Penalty: 3428.192383
	Iteration 129F: 3 clusters Score -5027667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -625713.250000 Penalty: 1380.329346
	Iteration 0F: 2 clusters Score -625713.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -621805.375000 Penalty: 2760.658691
	Iteration 0F: 3 clusters Score -621805.4 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -622874.312500 Penalty: 2760.658691
	Iteration 1F: 3 clusters Score -622874.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -623049.875000 Penalty: 2760.658691
	Iteration 2F: 3 clusters Score -623049.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -623154.062500 Penalty: 2760.658691
	Iteration 3Q: 3 clusters Score -623154.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -623250.312500 Penalty: 2760.658691
	Iteration 4Q: 3 clusters Score -623250.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -623338.875000 Penalty: 2760.658691
	Iteration 5Q: 3 clusters Score -623338.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -623417.187500 Penalty: 2760.658691
	Iteration 6Q: 3 clusters Score -623417.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -623506.125000 Penalty: 2760.658691
	Iteration 7Q: 3 clusters Score -623506.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -623622.312500 Penalty: 2760.658691
	Iteration 8Q: 3 clusters Score -623622.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -623749.312500 Penalty: 2760.658691
	Iteration 9Q: 3 clusters Score -623749.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -623897.812500 Penalty: 2760.658691
	Iteration 10Q: 3 clusters Score -623897.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -624078.812500 Penalty: 2760.658691
	Iteration 11Q: 3 clusters Score -624078.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -624232.125000 Penalty: 2760.658691
	Iteration 12Q: 3 clusters Score -624232.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -624331.500000 Penalty: 2760.658691
	Iteration 13Q: 3 clusters Score -624331.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -624387.625000 Penalty: 2760.658691
	Iteration 14Q: 3 clusters Score -624387.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -624419.000000 Penalty: 2760.658691
	Iteration 15Q: 3 clusters Score -624419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -624441.000000 Penalty: 2760.658691
	Iteration 16Q: 3 clusters Score -624441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -624458.187500 Penalty: 2760.658691
	Iteration 17Q: 3 clusters Score -624458.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -624475.687500 Penalty: 2760.658691
	Iteration 18Q: 3 clusters Score -624475.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -624487.250000 Penalty: 2760.658691
	Iteration 19Q: 3 clusters Score -624487.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -624496.250000 Penalty: 2760.658691
	Iteration 20F: 3 clusters Score -624496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -624500.437500 Penalty: 2760.658691
	Iteration 21Q: 3 clusters Score -624500.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -624506.937500 Penalty: 2760.658691
	Iteration 22Q: 3 clusters Score -624506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -624512.062500 Penalty: 2760.658691
	Iteration 23Q: 3 clusters Score -624512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -624515.812500 Penalty: 2760.658691
	Iteration 24Q: 3 clusters Score -624515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -624517.062500 Penalty: 2760.658691
	Iteration 25Q: 3 clusters Score -624517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -624518.562500 Penalty: 2760.658691
	Iteration 26Q: 3 clusters Score -624518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -624519.125000 Penalty: 2760.658691
	Iteration 27Q: 3 clusters Score -624519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -624522.375000 Penalty: 2760.658691
	Iteration 28Q: 3 clusters Score -624522.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -624525.812500 Penalty: 2760.658691
	Iteration 29Q: 3 clusters Score -624525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -624531.750000 Penalty: 2760.658691
	Iteration 30Q: 3 clusters Score -624531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -624533.625000 Penalty: 2760.658691
	Iteration 31Q: 3 clusters Score -624533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -624537.000000 Penalty: 2760.658691
	Iteration 32Q: 3 clusters Score -624537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -624544.500000 Penalty: 2760.658691
	Iteration 33Q: 3 clusters Score -624544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -624549.000000 Penalty: 2760.658691
	Iteration 34Q: 3 clusters Score -624549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -624554.500000 Penalty: 2760.658691
	Iteration 35Q: 3 clusters Score -624554.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -624560.812500 Penalty: 2760.658691
	Iteration 36Q: 3 clusters Score -624560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -624564.625000 Penalty: 2760.658691
	Iteration 37Q: 3 clusters Score -624564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -624568.437500 Penalty: 2760.658691
	Iteration 38Q: 3 clusters Score -624568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -624569.687500 Penalty: 2760.658691
	Iteration 39Q: 3 clusters Score -624569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -624571.687500 Penalty: 2760.658691
	Iteration 40F: 3 clusters Score -624571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -624570.562500 Penalty: 2760.658691
	Iteration 41Q: 3 clusters Score -624570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -624572.125000 Penalty: 2760.658691
	Iteration 42Q: 3 clusters Score -624572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -624573.250000 Penalty: 2760.658691
	Iteration 43Q: 3 clusters Score -624573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -624573.312500 Penalty: 2760.658691
	Iteration 44Q: 3 clusters Score -624573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -624574.375000 Penalty: 2760.658691
	Iteration 45Q: 3 clusters Score -624574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -624577.250000 Penalty: 2760.658691
	Iteration 46Q: 3 clusters Score -624577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -624578.312500 Penalty: 2760.658691
	Iteration 47Q: 3 clusters Score -624578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -624580.437500 Penalty: 2760.658691
	Iteration 48Q: 3 clusters Score -624580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -624581.000000 Penalty: 2760.658691
	Iteration 49Q: 3 clusters Score -624581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -624581.125000 Penalty: 2760.658691
	Iteration 50Q: 3 clusters Score -624581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -624582.312500 Penalty: 2760.658691
	Iteration 51Q: 3 clusters Score -624582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -624581.562500 Penalty: 2760.658691
	Iteration 52Q: 3 clusters Score -624581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -624581.625000 Penalty: 2760.658691
	Iteration 53Q: 3 clusters Score -624581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -624581.625000 Penalty: 2760.658691
	Iteration 54F: 3 clusters Score -624581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Entering Unmasked Estep 
Score: -1872385.125000 Penalty: 1560.343140
	Iteration 0F: 2 clusters Score -1872385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1862118.125000 Penalty: 3120.686279
	Iteration 0F: 3 clusters Score -1862118 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1865774.000000 Penalty: 3120.686279
	Iteration 1F: 3 clusters Score -1865774 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1866171.375000 Penalty: 3120.686279
	Iteration 2F: 3 clusters Score -1866171 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1866620.500000 Penalty: 3120.686279
	Iteration 3F: 3 clusters Score -1866620 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1867078.625000 Penalty: 3120.686279
	Iteration 4F: 3 clusters Score -1867079 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1867598.625000 Penalty: 3120.686279
	Iteration 5F: 3 clusters Score -1867599 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1868163.625000 Penalty: 3120.686279
	Iteration 6F: 3 clusters Score -1868164 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1868662.500000 Penalty: 3120.686279
	Iteration 7F: 3 clusters Score -1868662 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1869108.250000 Penalty: 3120.686279
	Iteration 8Q: 3 clusters Score -1869108 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1869524.250000 Penalty: 3120.686279
	Iteration 9Q: 3 clusters Score -1869524 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1869874.375000 Penalty: 3120.686279
	Iteration 10Q: 3 clusters Score -1869874 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1870144.625000 Penalty: 3120.686279
	Iteration 11Q: 3 clusters Score -1870145 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1870371.500000 Penalty: 3120.686279
	Iteration 12Q: 3 clusters Score -1870372 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1870597.500000 Penalty: 3120.686279
	Iteration 13Q: 3 clusters Score -1870598 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1870796.375000 Penalty: 3120.686279
	Iteration 14Q: 3 clusters Score -1870796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1870960.750000 Penalty: 3120.686279
	Iteration 15Q: 3 clusters Score -1870961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1871061.625000 Penalty: 3120.686279
	Iteration 16Q: 3 clusters Score -1871062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1871139.750000 Penalty: 3120.686279
	Iteration 17Q: 3 clusters Score -1871140 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1871187.500000 Penalty: 3120.686279
	Iteration 18Q: 3 clusters Score -1871188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1871229.125000 Penalty: 3120.686279
	Iteration 19Q: 3 clusters Score -1871229 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1871283.125000 Penalty: 3120.686279
	Iteration 20F: 3 clusters Score -1871283 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1871303.000000 Penalty: 3120.686279
	Iteration 21Q: 3 clusters Score -1871303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1871317.875000 Penalty: 3120.686279
	Iteration 22Q: 3 clusters Score -1871318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1871326.375000 Penalty: 3120.686279
	Iteration 23Q: 3 clusters Score -1871326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1871340.125000 Penalty: 3120.686279
	Iteration 24Q: 3 clusters Score -1871340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1871350.250000 Penalty: 3120.686279
	Iteration 25Q: 3 clusters Score -1871350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1871355.375000 Penalty: 3120.686279
	Iteration 26Q: 3 clusters Score -1871355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1871369.375000 Penalty: 3120.686279
	Iteration 27Q: 3 clusters Score -1871369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1871374.875000 Penalty: 3120.686279
	Iteration 28Q: 3 clusters Score -1871375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1871379.750000 Penalty: 3120.686279
	Iteration 29Q: 3 clusters Score -1871380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1871381.125000 Penalty: 3120.686279
	Iteration 30Q: 3 clusters Score -1871381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1871390.125000 Penalty: 3120.686279
	Iteration 31Q: 3 clusters Score -1871390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1871395.125000 Penalty: 3120.686279
	Iteration 32Q: 3 clusters Score -1871395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1871402.875000 Penalty: 3120.686279
	Iteration 33Q: 3 clusters Score -1871403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1871408.250000 Penalty: 3120.686279
	Iteration 34Q: 3 clusters Score -1871408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1871409.625000 Penalty: 3120.686279
	Iteration 35Q: 3 clusters Score -1871410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1871412.000000 Penalty: 3120.686279
	Iteration 36Q: 3 clusters Score -1871412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1871414.000000 Penalty: 3120.686279
	Iteration 37Q: 3 clusters Score -1871414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1871416.125000 Penalty: 3120.686279
	Iteration 38Q: 3 clusters Score -1871416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1871420.375000 Penalty: 3120.686279
	Iteration 39Q: 3 clusters Score -1871420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1871419.625000 Penalty: 3120.686279
	Iteration 40F: 3 clusters Score -1871420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1871418.750000 Penalty: 3120.686279
	Iteration 41Q: 3 clusters Score -1871419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1871418.000000 Penalty: 3120.686279
	Iteration 42Q: 3 clusters Score -1871418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1871418.375000 Penalty: 3120.686279
	Iteration 43Q: 3 clusters Score -1871418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1871417.875000 Penalty: 3120.686279
	Iteration 44Q: 3 clusters Score -1871418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1871417.125000 Penalty: 3120.686279
	Iteration 45Q: 3 clusters Score -1871417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1871417.250000 Penalty: 3120.686279
	Iteration 46Q: 3 clusters Score -1871417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1871418.875000 Penalty: 3120.686279
	Iteration 47Q: 3 clusters Score -1871419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1871417.750000 Penalty: 3120.686279
	Iteration 48Q: 3 clusters Score -1871418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1871418.750000 Penalty: 3120.686279
	Iteration 49Q: 3 clusters Score -1871419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1871420.000000 Penalty: 3120.686279
	Iteration 50Q: 3 clusters Score -1871420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1871425.125000 Penalty: 3120.686279
	Iteration 51Q: 3 clusters Score -1871425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1871422.625000 Penalty: 3120.686279
	Iteration 52Q: 3 clusters Score -1871423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1871423.125000 Penalty: 3120.686279
	Iteration 53Q: 3 clusters Score -1871423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1871422.625000 Penalty: 3120.686279
	Iteration 54Q: 3 clusters Score -1871423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1871425.375000 Penalty: 3120.686279
	Iteration 55Q: 3 clusters Score -1871425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1871425.875000 Penalty: 3120.686279
	Iteration 56Q: 3 clusters Score -1871426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1871423.625000 Penalty: 3120.686279
	Iteration 57Q: 3 clusters Score -1871424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1871426.625000 Penalty: 3120.686279
	Iteration 58Q: 3 clusters Score -1871427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1871427.375000 Penalty: 3120.686279
	Iteration 59Q: 3 clusters Score -1871427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1871425.875000 Penalty: 3120.686279
	Iteration 60F: 3 clusters Score -1871426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1871426.375000 Penalty: 3120.686279
	Iteration 61Q: 3 clusters Score -1871426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1871429.500000 Penalty: 3120.686279
	Iteration 62Q: 3 clusters Score -1871430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1871430.625000 Penalty: 3120.686279
	Iteration 63Q: 3 clusters Score -1871431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1871431.750000 Penalty: 3120.686279
	Iteration 64Q: 3 clusters Score -1871432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1871431.875000 Penalty: 3120.686279
	Iteration 65Q: 3 clusters Score -1871432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1871431.625000 Penalty: 3120.686279
	Iteration 66Q: 3 clusters Score -1871432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1871431.625000 Penalty: 3120.686279
	Iteration 67F: 3 clusters Score -1871432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -697827.375000 Penalty: 1406.868286
	Iteration 0F: 2 clusters Score -697827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -693393.625000 Penalty: 2813.736572
	Iteration 0F: 3 clusters Score -693393.6 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -694589.875000 Penalty: 2813.736572
	Iteration 1F: 3 clusters Score -694589.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -694800.937500 Penalty: 2813.736572
	Iteration 2F: 3 clusters Score -694800.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -694993.062500 Penalty: 2813.736572
	Iteration 3F: 3 clusters Score -694993.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -695191.250000 Penalty: 2813.736572
	Iteration 4F: 3 clusters Score -695191.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -695395.000000 Penalty: 2813.736572
	Iteration 5F: 3 clusters Score -695395 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -695566.312500 Penalty: 2813.736572
	Iteration 6Q: 3 clusters Score -695566.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -695685.437500 Penalty: 2813.736572
	Iteration 7Q: 3 clusters Score -695685.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -695768.312500 Penalty: 2813.736572
	Iteration 8Q: 3 clusters Score -695768.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -695855.250000 Penalty: 2813.736572
	Iteration 9Q: 3 clusters Score -695855.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -695938.125000 Penalty: 2813.736572
	Iteration 10Q: 3 clusters Score -695938.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -696027.375000 Penalty: 2813.736572
	Iteration 11Q: 3 clusters Score -696027.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -696120.000000 Penalty: 2813.736572
	Iteration 12Q: 3 clusters Score -696120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -696205.062500 Penalty: 2813.736572
	Iteration 13Q: 3 clusters Score -696205.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -696274.625000 Penalty: 2813.736572
	Iteration 14Q: 3 clusters Score -696274.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -696331.687500 Penalty: 2813.736572
	Iteration 15Q: 3 clusters Score -696331.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -696393.500000 Penalty: 2813.736572
	Iteration 16Q: 3 clusters Score -696393.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -696439.062500 Penalty: 2813.736572
	Iteration 17Q: 3 clusters Score -696439.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -696474.000000 Penalty: 2813.736572
	Iteration 18Q: 3 clusters Score -696474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -696494.062500 Penalty: 2813.736572
	Iteration 19Q: 3 clusters Score -696494.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -696508.562500 Penalty: 2813.736572
	Iteration 20F: 3 clusters Score -696508.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -696518.687500 Penalty: 2813.736572
	Iteration 21Q: 3 clusters Score -696518.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -696526.500000 Penalty: 2813.736572
	Iteration 22Q: 3 clusters Score -696526.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -696532.250000 Penalty: 2813.736572
	Iteration 23Q: 3 clusters Score -696532.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -696537.375000 Penalty: 2813.736572
	Iteration 24Q: 3 clusters Score -696537.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -696546.750000 Penalty: 2813.736572
	Iteration 25Q: 3 clusters Score -696546.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -696551.500000 Penalty: 2813.736572
	Iteration 26Q: 3 clusters Score -696551.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -696557.500000 Penalty: 2813.736572
	Iteration 27Q: 3 clusters Score -696557.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -696561.187500 Penalty: 2813.736572
	Iteration 28Q: 3 clusters Score -696561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -696563.687500 Penalty: 2813.736572
	Iteration 29Q: 3 clusters Score -696563.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -696566.500000 Penalty: 2813.736572
	Iteration 30Q: 3 clusters Score -696566.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -696568.125000 Penalty: 2813.736572
	Iteration 31Q: 3 clusters Score -696568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -696570.187500 Penalty: 2813.736572
	Iteration 32Q: 3 clusters Score -696570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -696570.875000 Penalty: 2813.736572
	Iteration 33Q: 3 clusters Score -696570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -696572.375000 Penalty: 2813.736572
	Iteration 34Q: 3 clusters Score -696572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -696573.562500 Penalty: 2813.736572
	Iteration 35Q: 3 clusters Score -696573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -696573.062500 Penalty: 2813.736572
	Iteration 36Q: 3 clusters Score -696573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -696574.937500 Penalty: 2813.736572
	Iteration 37Q: 3 clusters Score -696574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -696577.500000 Penalty: 2813.736572
	Iteration 38Q: 3 clusters Score -696577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -696577.375000 Penalty: 2813.736572
	Iteration 39Q: 3 clusters Score -696577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -696579.375000 Penalty: 2813.736572
	Iteration 40F: 3 clusters Score -696579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -696579.875000 Penalty: 2813.736572
	Iteration 41Q: 3 clusters Score -696579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -696579.875000 Penalty: 2813.736572
	Iteration 42F: 3 clusters Score -696579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Entering Unmasked Estep 
Score: -13456160.000000 Penalty: 1874.182983
	Iteration 0F: 2 clusters Score -1.345616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -13399967.000000 Penalty: 3748.365967
	Iteration 0F: 3 clusters Score -1.339997e+07 nChanged 48705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -13428553.000000 Penalty: 3748.365967
	Iteration 1F: 3 clusters Score -1.342855e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -13429530.000000 Penalty: 3748.365967
	Iteration 2Q: 3 clusters Score -1.342953e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -13431131.000000 Penalty: 3748.365967
	Iteration 3Q: 3 clusters Score -1.343113e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -13433959.000000 Penalty: 3748.365967
	Iteration 4F: 3 clusters Score -1.343396e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -13439270.000000 Penalty: 3748.365967
	Iteration 5F: 3 clusters Score -1.343927e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -13446749.000000 Penalty: 3748.365967
	Iteration 6F: 3 clusters Score -1.344675e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -13452458.000000 Penalty: 3748.365967
	Iteration 7F: 3 clusters Score -1.345246e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -13454945.000000 Penalty: 3748.365967
	Iteration 8F: 3 clusters Score -1.345494e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -13456556.000000 Penalty: 3748.365967
	Iteration 9Q: 3 clusters Score -1.345656e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -13457748.000000 Penalty: 3748.365967
	Iteration 10Q: 3 clusters Score -1.345775e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -13458824.000000 Penalty: 3748.365967
	Iteration 11Q: 3 clusters Score -1.345882e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -13459744.000000 Penalty: 3748.365967
	Iteration 12Q: 3 clusters Score -1.345974e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -13460291.000000 Penalty: 3748.365967
	Iteration 13Q: 3 clusters Score -1.346029e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -13460488.000000 Penalty: 3748.365967
	Iteration 14Q: 3 clusters Score -1.346049e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -13460525.000000 Penalty: 3748.365967
	Iteration 15Q: 3 clusters Score -1.346052e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -13459932.000000 Penalty: 3748.365967
	Iteration 16Q: 3 clusters Score -1.345993e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -13459339.000000 Penalty: 3748.365967
	Iteration 17Q: 3 clusters Score -1.345934e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -13458640.000000 Penalty: 3748.365967
	Iteration 18Q: 3 clusters Score -1.345864e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -13458258.000000 Penalty: 3748.365967
	Iteration 19Q: 3 clusters Score -1.345826e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -13457932.000000 Penalty: 3748.365967
	Iteration 20F: 3 clusters Score -1.345793e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -13457435.000000 Penalty: 3748.365967
	Iteration 21Q: 3 clusters Score -1.345744e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -13456940.000000 Penalty: 3748.365967
	Iteration 22Q: 3 clusters Score -1.345694e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -13456536.000000 Penalty: 3748.365967
	Iteration 23Q: 3 clusters Score -1.345654e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -13456446.000000 Penalty: 3748.365967
	Iteration 24Q: 3 clusters Score -1.345645e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -13456389.000000 Penalty: 3748.365967
	Iteration 25Q: 3 clusters Score -1.345639e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -13456325.000000 Penalty: 3748.365967
	Iteration 26Q: 3 clusters Score -1.345632e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -13456244.000000 Penalty: 3748.365967
	Iteration 27Q: 3 clusters Score -1.345624e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -13456130.000000 Penalty: 3748.365967
	Iteration 28Q: 3 clusters Score -1.345613e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -13456038.000000 Penalty: 3748.365967
	Iteration 29Q: 3 clusters Score -1.345604e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -13455831.000000 Penalty: 3748.365967
	Iteration 30Q: 3 clusters Score -1.345583e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -13455847.000000 Penalty: 3748.365967
	Iteration 31Q: 3 clusters Score -1.345585e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -13455836.000000 Penalty: 3748.365967
	Iteration 32Q: 3 clusters Score -1.345584e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -13455776.000000 Penalty: 3748.365967
	Iteration 33Q: 3 clusters Score -1.345578e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -13455811.000000 Penalty: 3748.365967
	Iteration 34Q: 3 clusters Score -1.345581e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -13455810.000000 Penalty: 3748.365967
	Iteration 35Q: 3 clusters Score -1.345581e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -13455831.000000 Penalty: 3748.365967
	Iteration 36Q: 3 clusters Score -1.345583e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -13455863.000000 Penalty: 3748.365967
	Iteration 37Q: 3 clusters Score -1.345586e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -13455884.000000 Penalty: 3748.365967
	Iteration 38Q: 3 clusters Score -1.345588e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -13455992.000000 Penalty: 3748.365967
	Iteration 39Q: 3 clusters Score -1.345599e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -13456079.000000 Penalty: 3748.365967
	Iteration 40F: 3 clusters Score -1.345608e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -13456173.000000 Penalty: 3748.365967
	Iteration 41Q: 3 clusters Score -1.345617e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -13456183.000000 Penalty: 3748.365967
	Iteration 42Q: 3 clusters Score -1.345618e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -13456256.000000 Penalty: 3748.365967
	Iteration 43Q: 3 clusters Score -1.345626e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -13456276.000000 Penalty: 3748.365967
	Iteration 44Q: 3 clusters Score -1.345628e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -13456287.000000 Penalty: 3748.365967
	Iteration 45Q: 3 clusters Score -1.345629e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -13456348.000000 Penalty: 3748.365967
	Iteration 46Q: 3 clusters Score -1.345635e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -13456351.000000 Penalty: 3748.365967
	Iteration 47Q: 3 clusters Score -1.345635e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -13456355.000000 Penalty: 3748.365967
	Iteration 48Q: 3 clusters Score -1.345636e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -13456338.000000 Penalty: 3748.365967
	Iteration 49Q: 3 clusters Score -1.345634e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -13456338.000000 Penalty: 3748.365967
	Iteration 50Q: 3 clusters Score -1.345634e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -13456327.000000 Penalty: 3748.365967
	Iteration 51Q: 3 clusters Score -1.345633e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -13456329.000000 Penalty: 3748.365967
	Iteration 52Q: 3 clusters Score -1.345633e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -13456312.000000 Penalty: 3748.365967
	Iteration 53Q: 3 clusters Score -1.345631e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -13456311.000000 Penalty: 3748.365967
	Iteration 54Q: 3 clusters Score -1.345631e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -13456310.000000 Penalty: 3748.365967
	Iteration 55Q: 3 clusters Score -1.345631e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -13456316.000000 Penalty: 3748.365967
	Iteration 56Q: 3 clusters Score -1.345632e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -13456355.000000 Penalty: 3748.365967
	Iteration 57Q: 3 clusters Score -1.345636e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13456369.000000 Penalty: 3748.365967
	Iteration 58Q: 3 clusters Score -1.345637e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -13456351.000000 Penalty: 3748.365967
	Iteration 59Q: 3 clusters Score -1.345635e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -13456337.000000 Penalty: 3748.365967
	Iteration 60F: 3 clusters Score -1.345634e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13456264.000000 Penalty: 3748.365967
	Iteration 61Q: 3 clusters Score -1.345626e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -13456272.000000 Penalty: 3748.365967
	Iteration 62Q: 3 clusters Score -1.345627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -13456266.000000 Penalty: 3748.365967
	Iteration 63Q: 3 clusters Score -1.345627e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -13456257.000000 Penalty: 3748.365967
	Iteration 64Q: 3 clusters Score -1.345626e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -13456286.000000 Penalty: 3748.365967
	Iteration 65Q: 3 clusters Score -1.345629e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -13456262.000000 Penalty: 3748.365967
	Iteration 66Q: 3 clusters Score -1.345626e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -13456262.000000 Penalty: 3748.365967
	Iteration 67Q: 3 clusters Score -1.345626e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -13456272.000000 Penalty: 3748.365967
	Iteration 68Q: 3 clusters Score -1.345627e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -13456286.000000 Penalty: 3748.365967
	Iteration 69Q: 3 clusters Score -1.345629e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -13456278.000000 Penalty: 3748.365967
	Iteration 70Q: 3 clusters Score -1.345628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -13456275.000000 Penalty: 3748.365967
	Iteration 71Q: 3 clusters Score -1.345628e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13456250.000000 Penalty: 3748.365967
	Iteration 72Q: 3 clusters Score -1.345625e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -13456280.000000 Penalty: 3748.365967
	Iteration 73Q: 3 clusters Score -1.345628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -13456259.000000 Penalty: 3748.365967
	Iteration 74Q: 3 clusters Score -1.345626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -13456265.000000 Penalty: 3748.365967
	Iteration 75Q: 3 clusters Score -1.345626e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -13456263.000000 Penalty: 3748.365967
	Iteration 76Q: 3 clusters Score -1.345626e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -13456239.000000 Penalty: 3748.365967
	Iteration 77Q: 3 clusters Score -1.345624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -13456232.000000 Penalty: 3748.365967
	Iteration 78Q: 3 clusters Score -1.345623e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -13456196.000000 Penalty: 3748.365967
	Iteration 79Q: 3 clusters Score -1.34562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99017 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -13456174.000000 Penalty: 3748.365967
	Iteration 80F: 3 clusters Score -1.345617e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13456183.000000 Penalty: 3748.365967
	Iteration 81Q: 3 clusters Score -1.345618e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -13456196.000000 Penalty: 3748.365967
	Iteration 82Q: 3 clusters Score -1.34562e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -13456170.000000 Penalty: 3748.365967
	Iteration 83Q: 3 clusters Score -1.345617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -13456158.000000 Penalty: 3748.365967
	Iteration 84Q: 3 clusters Score -1.345616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99281 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -13456158.000000 Penalty: 3748.365967
	Iteration 85Q: 3 clusters Score -1.345616e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13456139.000000 Penalty: 3748.365967
	Iteration 86Q: 3 clusters Score -1.345614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -13456135.000000 Penalty: 3748.365967
	Iteration 87Q: 3 clusters Score -1.345614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13456137.000000 Penalty: 3748.365967
	Iteration 88Q: 3 clusters Score -1.345614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -13456142.000000 Penalty: 3748.365967
	Iteration 89Q: 3 clusters Score -1.345614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -13456154.000000 Penalty: 3748.365967
	Iteration 90Q: 3 clusters Score -1.345615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13456178.000000 Penalty: 3748.365967
	Iteration 91Q: 3 clusters Score -1.345618e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13456165.000000 Penalty: 3748.365967
	Iteration 92Q: 3 clusters Score -1.345616e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -13456153.000000 Penalty: 3748.365967
	Iteration 93Q: 3 clusters Score -1.345615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -13456181.000000 Penalty: 3748.365967
	Iteration 94Q: 3 clusters Score -1.345618e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13456150.000000 Penalty: 3748.365967
	Iteration 95Q: 3 clusters Score -1.345615e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13456120.000000 Penalty: 3748.365967
	Iteration 96Q: 3 clusters Score -1.345612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13456110.000000 Penalty: 3748.365967
	Iteration 97Q: 3 clusters Score -1.345611e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -13456104.000000 Penalty: 3748.365967
	Iteration 98Q: 3 clusters Score -1.34561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -13456094.000000 Penalty: 3748.365967
	Iteration 99Q: 3 clusters Score -1.345609e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -13456070.000000 Penalty: 3748.365967
	Iteration 100F: 3 clusters Score -1.345607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -13456055.000000 Penalty: 3748.365967
	Iteration 101Q: 3 clusters Score -1.345606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13456049.000000 Penalty: 3748.365967
	Iteration 102Q: 3 clusters Score -1.345605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -13456027.000000 Penalty: 3748.365967
	Iteration 103Q: 3 clusters Score -1.345603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13456023.000000 Penalty: 3748.365967
	Iteration 104Q: 3 clusters Score -1.345602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13456022.000000 Penalty: 3748.365967
	Iteration 105Q: 3 clusters Score -1.345602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -13456019.000000 Penalty: 3748.365967
	Iteration 106Q: 3 clusters Score -1.345602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -13456018.000000 Penalty: 3748.365967
	Iteration 107Q: 3 clusters Score -1.345602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -13456013.000000 Penalty: 3748.365967
	Iteration 108Q: 3 clusters Score -1.345601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13456013.000000 Penalty: 3748.365967
	Iteration 109Q: 3 clusters Score -1.345601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13456042.000000 Penalty: 3748.365967
	Iteration 110Q: 3 clusters Score -1.345604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13456026.000000 Penalty: 3748.365967
	Iteration 111Q: 3 clusters Score -1.345603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13456037.000000 Penalty: 3748.365967
	Iteration 112Q: 3 clusters Score -1.345604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13456029.000000 Penalty: 3748.365967
	Iteration 113Q: 3 clusters Score -1.345603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13456021.000000 Penalty: 3748.365967
	Iteration 114Q: 3 clusters Score -1.345602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13456017.000000 Penalty: 3748.365967
	Iteration 115Q: 3 clusters Score -1.345602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -13456020.000000 Penalty: 3748.365967
	Iteration 116Q: 3 clusters Score -1.345602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100070 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13456006.000000 Penalty: 3748.365967
	Iteration 117Q: 3 clusters Score -1.345601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13455995.000000 Penalty: 3748.365967
	Iteration 118Q: 3 clusters Score -1.3456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13455996.000000 Penalty: 3748.365967
	Iteration 119Q: 3 clusters Score -1.3456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13456002.000000 Penalty: 3748.365967
	Iteration 120F: 3 clusters Score -1.3456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -13455992.000000 Penalty: 3748.365967
	Iteration 121Q: 3 clusters Score -1.345599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13456004.000000 Penalty: 3748.365967
	Iteration 122Q: 3 clusters Score -1.3456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13456000.000000 Penalty: 3748.365967
	Iteration 123Q: 3 clusters Score -1.3456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13456010.000000 Penalty: 3748.365967
	Iteration 124Q: 3 clusters Score -1.345601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13456005.000000 Penalty: 3748.365967
	Iteration 125Q: 3 clusters Score -1.3456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13456007.000000 Penalty: 3748.365967
	Iteration 126Q: 3 clusters Score -1.345601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13456007.000000 Penalty: 3748.365967
	Iteration 127Q: 3 clusters Score -1.345601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13456011.000000 Penalty: 3748.365967
	Iteration 128Q: 3 clusters Score -1.345601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13456009.000000 Penalty: 3748.365967
	Iteration 129Q: 3 clusters Score -1.345601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13456013.000000 Penalty: 3748.365967
	Iteration 130Q: 3 clusters Score -1.345601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13456013.000000 Penalty: 3748.365967
	Iteration 131Q: 3 clusters Score -1.345601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13456018.000000 Penalty: 3748.365967
	Iteration 132Q: 3 clusters Score -1.345602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13456007.000000 Penalty: 3748.365967
	Iteration 133Q: 3 clusters Score -1.345601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13456005.000000 Penalty: 3748.365967
	Iteration 134Q: 3 clusters Score -1.3456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -13456000.000000 Penalty: 3748.365967
	Iteration 135Q: 3 clusters Score -1.3456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13455992.000000 Penalty: 3748.365967
	Iteration 136Q: 3 clusters Score -1.345599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13455998.000000 Penalty: 3748.365967
	Iteration 137Q: 3 clusters Score -1.3456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -13455998.000000 Penalty: 3748.365967
	Iteration 138Q: 3 clusters Score -1.3456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13455997.000000 Penalty: 3748.365967
	Iteration 139Q: 3 clusters Score -1.3456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13455995.000000 Penalty: 3748.365967
	Iteration 140F: 3 clusters Score -1.3456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13455997.000000 Penalty: 3748.365967
	Iteration 141Q: 3 clusters Score -1.3456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13455995.000000 Penalty: 3748.365967
	Iteration 142Q: 3 clusters Score -1.3456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13455994.000000 Penalty: 3748.365967
	Iteration 143Q: 3 clusters Score -1.345599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13455991.000000 Penalty: 3748.365967
	Iteration 144Q: 3 clusters Score -1.345599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13455984.000000 Penalty: 3748.365967
	Iteration 145Q: 3 clusters Score -1.345598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13455986.000000 Penalty: 3748.365967
	Iteration 146Q: 3 clusters Score -1.345599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -13455982.000000 Penalty: 3748.365967
	Iteration 147Q: 3 clusters Score -1.345598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13455975.000000 Penalty: 3748.365967
	Iteration 148Q: 3 clusters Score -1.345598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13455981.000000 Penalty: 3748.365967
	Iteration 149Q: 3 clusters Score -1.345598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13455981.000000 Penalty: 3748.365967
	Iteration 150F: 3 clusters Score -1.345598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -496113.437500 Penalty: 1352.862183
	Iteration 0F: 2 clusters Score -496113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -492705.406250 Penalty: 2705.724365
	Iteration 0F: 3 clusters Score -492705.4 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -493807.843750 Penalty: 2705.724365
	Iteration 1F: 3 clusters Score -493807.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -494119.343750 Penalty: 2705.724365
	Iteration 2F: 3 clusters Score -494119.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -494370.750000 Penalty: 2705.724365
	Iteration 3F: 3 clusters Score -494370.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -494558.781250 Penalty: 2705.724365
	Iteration 4F: 3 clusters Score -494558.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -494708.625000 Penalty: 2705.724365
	Iteration 5F: 3 clusters Score -494708.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -494815.687500 Penalty: 2705.724365
	Iteration 6Q: 3 clusters Score -494815.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -494869.625000 Penalty: 2705.724365
	Iteration 7Q: 3 clusters Score -494869.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -494898.031250 Penalty: 2705.724365
	Iteration 8Q: 3 clusters Score -494898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -494915.968750 Penalty: 2705.724365
	Iteration 9Q: 3 clusters Score -494916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -494936.000000 Penalty: 2705.724365
	Iteration 10Q: 3 clusters Score -494936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494949.906250 Penalty: 2705.724365
	Iteration 11Q: 3 clusters Score -494949.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -494960.468750 Penalty: 2705.724365
	Iteration 12Q: 3 clusters Score -494960.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -494968.937500 Penalty: 2705.724365
	Iteration 13Q: 3 clusters Score -494968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -494973.687500 Penalty: 2705.724365
	Iteration 14Q: 3 clusters Score -494973.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -494979.562500 Penalty: 2705.724365
	Iteration 15Q: 3 clusters Score -494979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -494983.500000 Penalty: 2705.724365
	Iteration 16Q: 3 clusters Score -494983.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -494989.687500 Penalty: 2705.724365
	Iteration 17Q: 3 clusters Score -494989.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -494996.156250 Penalty: 2705.724365
	Iteration 18Q: 3 clusters Score -494996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -495001.437500 Penalty: 2705.724365
	Iteration 19Q: 3 clusters Score -495001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -495009.625000 Penalty: 2705.724365
	Iteration 20F: 3 clusters Score -495009.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -495020.468750 Penalty: 2705.724365
	Iteration 21Q: 3 clusters Score -495020.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -495030.343750 Penalty: 2705.724365
	Iteration 22Q: 3 clusters Score -495030.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -495040.000000 Penalty: 2705.724365
	Iteration 23Q: 3 clusters Score -495040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -495045.562500 Penalty: 2705.724365
	Iteration 24Q: 3 clusters Score -495045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -495051.000000 Penalty: 2705.724365
	Iteration 25Q: 3 clusters Score -495051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -495056.531250 Penalty: 2705.724365
	Iteration 26Q: 3 clusters Score -495056.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -495061.187500 Penalty: 2705.724365
	Iteration 27Q: 3 clusters Score -495061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -495062.656250 Penalty: 2705.724365
	Iteration 28Q: 3 clusters Score -495062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -495063.562500 Penalty: 2705.724365
	Iteration 29Q: 3 clusters Score -495063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -495067.281250 Penalty: 2705.724365
	Iteration 30Q: 3 clusters Score -495067.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -495071.093750 Penalty: 2705.724365
	Iteration 31Q: 3 clusters Score -495071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -495072.218750 Penalty: 2705.724365
	Iteration 32Q: 3 clusters Score -495072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -495075.156250 Penalty: 2705.724365
	Iteration 33Q: 3 clusters Score -495075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -495078.937500 Penalty: 2705.724365
	Iteration 34Q: 3 clusters Score -495078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -495079.468750 Penalty: 2705.724365
	Iteration 35Q: 3 clusters Score -495079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -495080.281250 Penalty: 2705.724365
	Iteration 36Q: 3 clusters Score -495080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -495082.718750 Penalty: 2705.724365
	Iteration 37Q: 3 clusters Score -495082.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -495085.562500 Penalty: 2705.724365
	Iteration 38Q: 3 clusters Score -495085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -495087.937500 Penalty: 2705.724365
	Iteration 39Q: 3 clusters Score -495087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -495091.750000 Penalty: 2705.724365
	Iteration 40F: 3 clusters Score -495091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -495099.000000 Penalty: 2705.724365
	Iteration 41Q: 3 clusters Score -495099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -495109.343750 Penalty: 2705.724365
	Iteration 42Q: 3 clusters Score -495109.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -495114.500000 Penalty: 2705.724365
	Iteration 43Q: 3 clusters Score -495114.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -495122.406250 Penalty: 2705.724365
	Iteration 44Q: 3 clusters Score -495122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -495127.406250 Penalty: 2705.724365
	Iteration 45Q: 3 clusters Score -495127.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -495130.781250 Penalty: 2705.724365
	Iteration 46Q: 3 clusters Score -495130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -495133.531250 Penalty: 2705.724365
	Iteration 47Q: 3 clusters Score -495133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -495138.031250 Penalty: 2705.724365
	Iteration 48Q: 3 clusters Score -495138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -495139.156250 Penalty: 2705.724365
	Iteration 49Q: 3 clusters Score -495139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -495141.187500 Penalty: 2705.724365
	Iteration 50Q: 3 clusters Score -495141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -495142.343750 Penalty: 2705.724365
	Iteration 51Q: 3 clusters Score -495142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -495143.875000 Penalty: 2705.724365
	Iteration 52Q: 3 clusters Score -495143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -495144.062500 Penalty: 2705.724365
	Iteration 53Q: 3 clusters Score -495144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -495145.218750 Penalty: 2705.724365
	Iteration 54Q: 3 clusters Score -495145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -495147.343750 Penalty: 2705.724365
	Iteration 55Q: 3 clusters Score -495147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -495147.937500 Penalty: 2705.724365
	Iteration 56Q: 3 clusters Score -495147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -495150.343750 Penalty: 2705.724365
	Iteration 57Q: 3 clusters Score -495150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -495152.500000 Penalty: 2705.724365
	Iteration 58Q: 3 clusters Score -495152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -495152.750000 Penalty: 2705.724365
	Iteration 59Q: 3 clusters Score -495152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -495153.562500 Penalty: 2705.724365
	Iteration 60F: 3 clusters Score -495153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -495154.125000 Penalty: 2705.724365
	Iteration 61Q: 3 clusters Score -495154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -495154.125000 Penalty: 2705.724365
	Iteration 62F: 3 clusters Score -495154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -156059.203125 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -156059.2 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 719 members 
Entering Unmasked Estep 
Score: -154341.015625 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -154341 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -154782.343750 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -154782.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155019.218750 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -155019.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155214.656250 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -155214.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -155347.578125 Penalty: 2358.296631
	Iteration 4F: 3 clusters Score -155347.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155427.078125 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -155427.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -155479.765625 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -155479.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -155538.296875 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -155538.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -155587.500000 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -155587.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -155608.953125 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -155609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -155633.359375 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -155633.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -155646.921875 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -155646.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -155655.250000 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -155655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -155661.890625 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -155661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -155668.031250 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -155668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -155673.718750 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -155673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -155677.531250 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -155677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -155678.390625 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -155678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -155678.390625 Penalty: 2358.296631
	Iteration 18F: 3 clusters Score -155678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -796852.312500 Penalty: 1420.694214
	Iteration 0F: 2 clusters Score -796852.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -792120.437500 Penalty: 2841.388428
	Iteration 0F: 3 clusters Score -792120.4 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -793668.125000 Penalty: 2841.388428
	Iteration 1F: 3 clusters Score -793668.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -794040.625000 Penalty: 2841.388428
	Iteration 2F: 3 clusters Score -794040.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -794324.812500 Penalty: 2841.388428
	Iteration 3F: 3 clusters Score -794324.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -794541.562500 Penalty: 2841.388428
	Iteration 4F: 3 clusters Score -794541.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -794758.000000 Penalty: 2841.388428
	Iteration 5F: 3 clusters Score -794758 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -795007.125000 Penalty: 2841.388428
	Iteration 6F: 3 clusters Score -795007.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -795277.437500 Penalty: 2841.388428
	Iteration 7F: 3 clusters Score -795277.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -795542.250000 Penalty: 2841.388428
	Iteration 8Q: 3 clusters Score -795542.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -795792.312500 Penalty: 2841.388428
	Iteration 9Q: 3 clusters Score -795792.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -795999.062500 Penalty: 2841.388428
	Iteration 10Q: 3 clusters Score -795999.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -796136.437500 Penalty: 2841.388428
	Iteration 11Q: 3 clusters Score -796136.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -796229.125000 Penalty: 2841.388428
	Iteration 12Q: 3 clusters Score -796229.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -796308.500000 Penalty: 2841.388428
	Iteration 13Q: 3 clusters Score -796308.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -796367.000000 Penalty: 2841.388428
	Iteration 14Q: 3 clusters Score -796367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -796418.562500 Penalty: 2841.388428
	Iteration 15Q: 3 clusters Score -796418.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -796458.125000 Penalty: 2841.388428
	Iteration 16Q: 3 clusters Score -796458.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -796484.500000 Penalty: 2841.388428
	Iteration 17Q: 3 clusters Score -796484.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -796504.500000 Penalty: 2841.388428
	Iteration 18Q: 3 clusters Score -796504.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -796515.750000 Penalty: 2841.388428
	Iteration 19Q: 3 clusters Score -796515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -796520.500000 Penalty: 2841.388428
	Iteration 20F: 3 clusters Score -796520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -796522.312500 Penalty: 2841.388428
	Iteration 21Q: 3 clusters Score -796522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -796523.875000 Penalty: 2841.388428
	Iteration 22Q: 3 clusters Score -796523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -796526.187500 Penalty: 2841.388428
	Iteration 23Q: 3 clusters Score -796526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -796526.625000 Penalty: 2841.388428
	Iteration 24Q: 3 clusters Score -796526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -796527.750000 Penalty: 2841.388428
	Iteration 25Q: 3 clusters Score -796527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -796526.562500 Penalty: 2841.388428
	Iteration 26Q: 3 clusters Score -796526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -796527.375000 Penalty: 2841.388428
	Iteration 27Q: 3 clusters Score -796527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -796527.375000 Penalty: 2841.388428
	Iteration 28F: 3 clusters Score -796527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -813421.562500 Penalty: 1426.402832
	Iteration 0F: 2 clusters Score -813421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -808526.375000 Penalty: 2852.805664
	Iteration 0F: 3 clusters Score -808526.4 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -809938.687500 Penalty: 2852.805664
	Iteration 1F: 3 clusters Score -809938.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -810174.250000 Penalty: 2852.805664
	Iteration 2F: 3 clusters Score -810174.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -810337.062500 Penalty: 2852.805664
	Iteration 3F: 3 clusters Score -810337.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -810470.937500 Penalty: 2852.805664
	Iteration 4Q: 3 clusters Score -810470.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -810579.875000 Penalty: 2852.805664
	Iteration 5Q: 3 clusters Score -810579.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -810671.125000 Penalty: 2852.805664
	Iteration 6Q: 3 clusters Score -810671.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -810735.625000 Penalty: 2852.805664
	Iteration 7Q: 3 clusters Score -810735.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -810774.875000 Penalty: 2852.805664
	Iteration 8Q: 3 clusters Score -810774.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -810819.250000 Penalty: 2852.805664
	Iteration 9Q: 3 clusters Score -810819.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -810859.937500 Penalty: 2852.805664
	Iteration 10Q: 3 clusters Score -810859.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -810915.062500 Penalty: 2852.805664
	Iteration 11Q: 3 clusters Score -810915.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -810980.500000 Penalty: 2852.805664
	Iteration 12Q: 3 clusters Score -810980.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -811042.375000 Penalty: 2852.805664
	Iteration 13Q: 3 clusters Score -811042.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -811106.062500 Penalty: 2852.805664
	Iteration 14Q: 3 clusters Score -811106.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -811167.812500 Penalty: 2852.805664
	Iteration 15Q: 3 clusters Score -811167.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -811248.437500 Penalty: 2852.805664
	Iteration 16Q: 3 clusters Score -811248.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -811345.375000 Penalty: 2852.805664
	Iteration 17Q: 3 clusters Score -811345.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -811467.250000 Penalty: 2852.805664
	Iteration 18Q: 3 clusters Score -811467.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -811578.687500 Penalty: 2852.805664
	Iteration 19Q: 3 clusters Score -811578.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -811702.187500 Penalty: 2852.805664
	Iteration 20F: 3 clusters Score -811702.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -811822.062500 Penalty: 2852.805664
	Iteration 21Q: 3 clusters Score -811822.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -811934.187500 Penalty: 2852.805664
	Iteration 22Q: 3 clusters Score -811934.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -812032.562500 Penalty: 2852.805664
	Iteration 23Q: 3 clusters Score -812032.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -812112.500000 Penalty: 2852.805664
	Iteration 24Q: 3 clusters Score -812112.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -812167.937500 Penalty: 2852.805664
	Iteration 25Q: 3 clusters Score -812167.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -812218.687500 Penalty: 2852.805664
	Iteration 26Q: 3 clusters Score -812218.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -812266.312500 Penalty: 2852.805664
	Iteration 27Q: 3 clusters Score -812266.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -812309.937500 Penalty: 2852.805664
	Iteration 28Q: 3 clusters Score -812309.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -812356.625000 Penalty: 2852.805664
	Iteration 29Q: 3 clusters Score -812356.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -812397.562500 Penalty: 2852.805664
	Iteration 30Q: 3 clusters Score -812397.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -812436.500000 Penalty: 2852.805664
	Iteration 31Q: 3 clusters Score -812436.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -812461.750000 Penalty: 2852.805664
	Iteration 32Q: 3 clusters Score -812461.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -812492.625000 Penalty: 2852.805664
	Iteration 33Q: 3 clusters Score -812492.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -812523.500000 Penalty: 2852.805664
	Iteration 34Q: 3 clusters Score -812523.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -812543.625000 Penalty: 2852.805664
	Iteration 35Q: 3 clusters Score -812543.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -812563.687500 Penalty: 2852.805664
	Iteration 36Q: 3 clusters Score -812563.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -812585.625000 Penalty: 2852.805664
	Iteration 37Q: 3 clusters Score -812585.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -812604.625000 Penalty: 2852.805664
	Iteration 38Q: 3 clusters Score -812604.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -812626.250000 Penalty: 2852.805664
	Iteration 39Q: 3 clusters Score -812626.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -812655.937500 Penalty: 2852.805664
	Iteration 40F: 3 clusters Score -812655.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -812680.187500 Penalty: 2852.805664
	Iteration 41Q: 3 clusters Score -812680.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -812707.875000 Penalty: 2852.805664
	Iteration 42Q: 3 clusters Score -812707.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -812732.687500 Penalty: 2852.805664
	Iteration 43Q: 3 clusters Score -812732.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -812748.062500 Penalty: 2852.805664
	Iteration 44Q: 3 clusters Score -812748.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -812764.687500 Penalty: 2852.805664
	Iteration 45Q: 3 clusters Score -812764.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -812785.812500 Penalty: 2852.805664
	Iteration 46Q: 3 clusters Score -812785.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -812811.000000 Penalty: 2852.805664
	Iteration 47Q: 3 clusters Score -812811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -812839.812500 Penalty: 2852.805664
	Iteration 48Q: 3 clusters Score -812839.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -812863.875000 Penalty: 2852.805664
	Iteration 49Q: 3 clusters Score -812863.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -812883.312500 Penalty: 2852.805664
	Iteration 50Q: 3 clusters Score -812883.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -812892.312500 Penalty: 2852.805664
	Iteration 51Q: 3 clusters Score -812892.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -812903.937500 Penalty: 2852.805664
	Iteration 52Q: 3 clusters Score -812903.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -812907.500000 Penalty: 2852.805664
	Iteration 53Q: 3 clusters Score -812907.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -812919.000000 Penalty: 2852.805664
	Iteration 54Q: 3 clusters Score -812919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -812929.437500 Penalty: 2852.805664
	Iteration 55Q: 3 clusters Score -812929.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -812935.437500 Penalty: 2852.805664
	Iteration 56Q: 3 clusters Score -812935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -812940.500000 Penalty: 2852.805664
	Iteration 57Q: 3 clusters Score -812940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -812942.562500 Penalty: 2852.805664
	Iteration 58Q: 3 clusters Score -812942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -812941.687500 Penalty: 2852.805664
	Iteration 59Q: 3 clusters Score -812941.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -812944.500000 Penalty: 2852.805664
	Iteration 60F: 3 clusters Score -812944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -812944.250000 Penalty: 2852.805664
	Iteration 61Q: 3 clusters Score -812944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -812944.625000 Penalty: 2852.805664
	Iteration 62Q: 3 clusters Score -812944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -812945.312500 Penalty: 2852.805664
	Iteration 63Q: 3 clusters Score -812945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -812945.312500 Penalty: 2852.805664
	Iteration 64F: 3 clusters Score -812945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Entering Unmasked Estep 
Score: -8553500.000000 Penalty: 1799.242676
	Iteration 0F: 2 clusters Score -8553500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8511448.000000 Penalty: 3598.485352
	Iteration 0F: 3 clusters Score -8511448 nChanged 30409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -8528661.000000 Penalty: 3598.485352
	Iteration 1F: 3 clusters Score -8528661 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -8529107.000000 Penalty: 3598.485352
	Iteration 2Q: 3 clusters Score -8529107 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -8529600.000000 Penalty: 3598.485352
	Iteration 3Q: 3 clusters Score -8529600 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -8530257.000000 Penalty: 3598.485352
	Iteration 4Q: 3 clusters Score -8530257 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -8531089.000000 Penalty: 3598.485352
	Iteration 5Q: 3 clusters Score -8531089 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8532554.000000 Penalty: 3598.485352
	Iteration 6F: 3 clusters Score -8532554 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8534972.000000 Penalty: 3598.485352
	Iteration 7F: 3 clusters Score -8534972 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -8538645.000000 Penalty: 3598.485352
	Iteration 8F: 3 clusters Score -8538645 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -8543454.000000 Penalty: 3598.485352
	Iteration 9F: 3 clusters Score -8543454 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -8547750.000000 Penalty: 3598.485352
	Iteration 10F: 3 clusters Score -8547750 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -8550237.000000 Penalty: 3598.485352
	Iteration 11Q: 3 clusters Score -8550237 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -8551266.000000 Penalty: 3598.485352
	Iteration 12Q: 3 clusters Score -8551266 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8551679.000000 Penalty: 3598.485352
	Iteration 13Q: 3 clusters Score -8551679 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -8551771.000000 Penalty: 3598.485352
	Iteration 14Q: 3 clusters Score -8551771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -8551851.000000 Penalty: 3598.485352
	Iteration 15Q: 3 clusters Score -8551851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -8551899.000000 Penalty: 3598.485352
	Iteration 16Q: 3 clusters Score -8551899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -8551926.000000 Penalty: 3598.485352
	Iteration 17Q: 3 clusters Score -8551926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -8551946.000000 Penalty: 3598.485352
	Iteration 18Q: 3 clusters Score -8551946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -8551952.000000 Penalty: 3598.485352
	Iteration 19Q: 3 clusters Score -8551952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -8551970.000000 Penalty: 3598.485352
	Iteration 20F: 3 clusters Score -8551970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -8551989.000000 Penalty: 3598.485352
	Iteration 21Q: 3 clusters Score -8551989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8551983.000000 Penalty: 3598.485352
	Iteration 22Q: 3 clusters Score -8551983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8551980.000000 Penalty: 3598.485352
	Iteration 23Q: 3 clusters Score -8551980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8551980.000000 Penalty: 3598.485352
	Iteration 24F: 3 clusters Score -8551980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6888.614746 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6888.615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6953.962402 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -6953.962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6958.369629 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -6958.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6975.671875 Penalty: 1493.413940
	Iteration 3Q: 3 clusters Score -6975.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6975.671875 Penalty: 1493.413940
	Iteration 4F: 3 clusters Score -6975.672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -346217.812500 Penalty: 1287.485229
	Iteration 0F: 2 clusters Score -346217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -343604.968750 Penalty: 2574.970459
	Iteration 0F: 3 clusters Score -343605 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -344254.781250 Penalty: 2574.970459
	Iteration 1F: 3 clusters Score -344254.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -344372.281250 Penalty: 2574.970459
	Iteration 2F: 3 clusters Score -344372.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -344454.312500 Penalty: 2574.970459
	Iteration 3Q: 3 clusters Score -344454.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -344525.187500 Penalty: 2574.970459
	Iteration 4Q: 3 clusters Score -344525.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -344578.281250 Penalty: 2574.970459
	Iteration 5Q: 3 clusters Score -344578.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -344629.156250 Penalty: 2574.970459
	Iteration 6Q: 3 clusters Score -344629.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -344691.031250 Penalty: 2574.970459
	Iteration 7Q: 3 clusters Score -344691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -344750.218750 Penalty: 2574.970459
	Iteration 8Q: 3 clusters Score -344750.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -344818.031250 Penalty: 2574.970459
	Iteration 9Q: 3 clusters Score -344818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -344890.093750 Penalty: 2574.970459
	Iteration 10Q: 3 clusters Score -344890.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -344954.656250 Penalty: 2574.970459
	Iteration 11Q: 3 clusters Score -344954.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -344997.593750 Penalty: 2574.970459
	Iteration 12Q: 3 clusters Score -344997.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -345039.531250 Penalty: 2574.970459
	Iteration 13Q: 3 clusters Score -345039.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -345078.281250 Penalty: 2574.970459
	Iteration 14Q: 3 clusters Score -345078.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -345126.218750 Penalty: 2574.970459
	Iteration 15Q: 3 clusters Score -345126.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -345158.593750 Penalty: 2574.970459
	Iteration 16Q: 3 clusters Score -345158.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -345188.375000 Penalty: 2574.970459
	Iteration 17Q: 3 clusters Score -345188.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -345220.375000 Penalty: 2574.970459
	Iteration 18Q: 3 clusters Score -345220.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -345262.687500 Penalty: 2574.970459
	Iteration 19Q: 3 clusters Score -345262.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -345313.531250 Penalty: 2574.970459
	Iteration 20F: 3 clusters Score -345313.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -345386.375000 Penalty: 2574.970459
	Iteration 21Q: 3 clusters Score -345386.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -345468.906250 Penalty: 2574.970459
	Iteration 22Q: 3 clusters Score -345468.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -345528.062500 Penalty: 2574.970459
	Iteration 23Q: 3 clusters Score -345528.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -345575.187500 Penalty: 2574.970459
	Iteration 24Q: 3 clusters Score -345575.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -345606.312500 Penalty: 2574.970459
	Iteration 25Q: 3 clusters Score -345606.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -345625.156250 Penalty: 2574.970459
	Iteration 26Q: 3 clusters Score -345625.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -345637.968750 Penalty: 2574.970459
	Iteration 27Q: 3 clusters Score -345638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -345651.906250 Penalty: 2574.970459
	Iteration 28Q: 3 clusters Score -345651.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -345664.187500 Penalty: 2574.970459
	Iteration 29Q: 3 clusters Score -345664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -345676.906250 Penalty: 2574.970459
	Iteration 30Q: 3 clusters Score -345676.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -345690.656250 Penalty: 2574.970459
	Iteration 31Q: 3 clusters Score -345690.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -345704.062500 Penalty: 2574.970459
	Iteration 32Q: 3 clusters Score -345704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -345712.437500 Penalty: 2574.970459
	Iteration 33Q: 3 clusters Score -345712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -345716.156250 Penalty: 2574.970459
	Iteration 34Q: 3 clusters Score -345716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345720.125000 Penalty: 2574.970459
	Iteration 35Q: 3 clusters Score -345720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -345724.312500 Penalty: 2574.970459
	Iteration 36Q: 3 clusters Score -345724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -345725.843750 Penalty: 2574.970459
	Iteration 37Q: 3 clusters Score -345725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -345728.343750 Penalty: 2574.970459
	Iteration 38Q: 3 clusters Score -345728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -345732.718750 Penalty: 2574.970459
	Iteration 39Q: 3 clusters Score -345732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -345741.312500 Penalty: 2574.970459
	Iteration 40F: 3 clusters Score -345741.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -345747.656250 Penalty: 2574.970459
	Iteration 41Q: 3 clusters Score -345747.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345753.843750 Penalty: 2574.970459
	Iteration 42Q: 3 clusters Score -345753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -345756.625000 Penalty: 2574.970459
	Iteration 43Q: 3 clusters Score -345756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -345757.562500 Penalty: 2574.970459
	Iteration 44Q: 3 clusters Score -345757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345757.562500 Penalty: 2574.970459
	Iteration 45Q: 3 clusters Score -345757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345757.562500 Penalty: 2574.970459
	Iteration 46F: 3 clusters Score -345757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Entering Unmasked Estep 
Score: -2205287.000000 Penalty: 1585.515015
	Iteration 0F: 2 clusters Score -2205287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2193430.000000 Penalty: 3171.030029
	Iteration 0F: 3 clusters Score -2193430 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2197380.500000 Penalty: 3171.030029
	Iteration 1F: 3 clusters Score -2197380 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2197655.750000 Penalty: 3171.030029
	Iteration 2Q: 3 clusters Score -2197656 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2197909.250000 Penalty: 3171.030029
	Iteration 3Q: 3 clusters Score -2197909 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2198135.750000 Penalty: 3171.030029
	Iteration 4Q: 3 clusters Score -2198136 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2198349.000000 Penalty: 3171.030029
	Iteration 5Q: 3 clusters Score -2198349 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2198613.250000 Penalty: 3171.030029
	Iteration 6Q: 3 clusters Score -2198613 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2198936.500000 Penalty: 3171.030029
	Iteration 7Q: 3 clusters Score -2198936 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2199347.750000 Penalty: 3171.030029
	Iteration 8Q: 3 clusters Score -2199348 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2199886.000000 Penalty: 3171.030029
	Iteration 9F: 3 clusters Score -2199886 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2200512.250000 Penalty: 3171.030029
	Iteration 10F: 3 clusters Score -2200512 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2201223.000000 Penalty: 3171.030029
	Iteration 11F: 3 clusters Score -2201223 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2201866.000000 Penalty: 3171.030029
	Iteration 12Q: 3 clusters Score -2201866 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2202415.750000 Penalty: 3171.030029
	Iteration 13Q: 3 clusters Score -2202416 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2202806.750000 Penalty: 3171.030029
	Iteration 14Q: 3 clusters Score -2202807 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2203055.500000 Penalty: 3171.030029
	Iteration 15Q: 3 clusters Score -2203056 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2203227.000000 Penalty: 3171.030029
	Iteration 16Q: 3 clusters Score -2203227 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2203352.250000 Penalty: 3171.030029
	Iteration 17Q: 3 clusters Score -2203352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2203456.500000 Penalty: 3171.030029
	Iteration 18Q: 3 clusters Score -2203456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2203535.750000 Penalty: 3171.030029
	Iteration 19Q: 3 clusters Score -2203536 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2203593.250000 Penalty: 3171.030029
	Iteration 20F: 3 clusters Score -2203593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2203636.500000 Penalty: 3171.030029
	Iteration 21Q: 3 clusters Score -2203636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2203671.250000 Penalty: 3171.030029
	Iteration 22Q: 3 clusters Score -2203671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2203701.000000 Penalty: 3171.030029
	Iteration 23Q: 3 clusters Score -2203701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2203720.750000 Penalty: 3171.030029
	Iteration 24Q: 3 clusters Score -2203721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2203750.000000 Penalty: 3171.030029
	Iteration 25Q: 3 clusters Score -2203750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2203765.500000 Penalty: 3171.030029
	Iteration 26Q: 3 clusters Score -2203766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2203775.000000 Penalty: 3171.030029
	Iteration 27Q: 3 clusters Score -2203775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2203784.250000 Penalty: 3171.030029
	Iteration 28Q: 3 clusters Score -2203784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2203794.500000 Penalty: 3171.030029
	Iteration 29Q: 3 clusters Score -2203794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2203806.750000 Penalty: 3171.030029
	Iteration 30Q: 3 clusters Score -2203807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2203814.000000 Penalty: 3171.030029
	Iteration 31Q: 3 clusters Score -2203814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2203823.250000 Penalty: 3171.030029
	Iteration 32Q: 3 clusters Score -2203823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2203830.250000 Penalty: 3171.030029
	Iteration 33Q: 3 clusters Score -2203830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2203842.750000 Penalty: 3171.030029
	Iteration 34Q: 3 clusters Score -2203843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2203851.250000 Penalty: 3171.030029
	Iteration 35Q: 3 clusters Score -2203851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2203856.500000 Penalty: 3171.030029
	Iteration 36Q: 3 clusters Score -2203856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2203867.000000 Penalty: 3171.030029
	Iteration 37Q: 3 clusters Score -2203867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2203879.250000 Penalty: 3171.030029
	Iteration 38Q: 3 clusters Score -2203879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2203883.000000 Penalty: 3171.030029
	Iteration 39Q: 3 clusters Score -2203883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2203886.250000 Penalty: 3171.030029
	Iteration 40F: 3 clusters Score -2203886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2203889.250000 Penalty: 3171.030029
	Iteration 41Q: 3 clusters Score -2203889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2203889.000000 Penalty: 3171.030029
	Iteration 42Q: 3 clusters Score -2203889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2203893.250000 Penalty: 3171.030029
	Iteration 43Q: 3 clusters Score -2203893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2203893.750000 Penalty: 3171.030029
	Iteration 44Q: 3 clusters Score -2203894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2203896.500000 Penalty: 3171.030029
	Iteration 45Q: 3 clusters Score -2203896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2203901.250000 Penalty: 3171.030029
	Iteration 46Q: 3 clusters Score -2203901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2203904.000000 Penalty: 3171.030029
	Iteration 47Q: 3 clusters Score -2203904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2203906.500000 Penalty: 3171.030029
	Iteration 48Q: 3 clusters Score -2203906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2203908.750000 Penalty: 3171.030029
	Iteration 49Q: 3 clusters Score -2203909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2203912.750000 Penalty: 3171.030029
	Iteration 50Q: 3 clusters Score -2203913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2203916.250000 Penalty: 3171.030029
	Iteration 51Q: 3 clusters Score -2203916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2203916.250000 Penalty: 3171.030029
	Iteration 52Q: 3 clusters Score -2203916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2203918.000000 Penalty: 3171.030029
	Iteration 53Q: 3 clusters Score -2203918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2203924.250000 Penalty: 3171.030029
	Iteration 54Q: 3 clusters Score -2203924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2203923.250000 Penalty: 3171.030029
	Iteration 55Q: 3 clusters Score -2203923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2203923.250000 Penalty: 3171.030029
	Iteration 56F: 3 clusters Score -2203923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -37896.089844 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -37896.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37044.632812 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -37044.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37253.542969 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -37253.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -37339.398438 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -37339.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37430.480469 Penalty: 1912.079712
	Iteration 3F: 3 clusters Score -37430.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37494.804688 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -37494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37510.171875 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -37510.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37515.636719 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -37515.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37518.746094 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -37518.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37518.746094 Penalty: 1912.079712
	Iteration 8F: 3 clusters Score -37518.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Entering Unmasked Estep 
Score: -2528899.500000 Penalty: 1606.050293
	Iteration 0F: 2 clusters Score -2528900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2515453.500000 Penalty: 3212.100586
	Iteration 0F: 3 clusters Score -2515454 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2520332.000000 Penalty: 3212.100586
	Iteration 1F: 3 clusters Score -2520332 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2520622.250000 Penalty: 3212.100586
	Iteration 2Q: 3 clusters Score -2520622 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2520877.500000 Penalty: 3212.100586
	Iteration 3Q: 3 clusters Score -2520878 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2521143.000000 Penalty: 3212.100586
	Iteration 4Q: 3 clusters Score -2521143 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2521480.750000 Penalty: 3212.100586
	Iteration 5Q: 3 clusters Score -2521481 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2522021.500000 Penalty: 3212.100586
	Iteration 6F: 3 clusters Score -2522022 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2522815.250000 Penalty: 3212.100586
	Iteration 7F: 3 clusters Score -2522815 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2523852.250000 Penalty: 3212.100586
	Iteration 8F: 3 clusters Score -2523852 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2525028.750000 Penalty: 3212.100586
	Iteration 9F: 3 clusters Score -2525029 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2526022.250000 Penalty: 3212.100586
	Iteration 10F: 3 clusters Score -2526022 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2526690.000000 Penalty: 3212.100586
	Iteration 11Q: 3 clusters Score -2526690 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2527031.750000 Penalty: 3212.100586
	Iteration 12Q: 3 clusters Score -2527032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2527230.750000 Penalty: 3212.100586
	Iteration 13Q: 3 clusters Score -2527231 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2527357.250000 Penalty: 3212.100586
	Iteration 14Q: 3 clusters Score -2527357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2527413.750000 Penalty: 3212.100586
	Iteration 15Q: 3 clusters Score -2527414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2527446.500000 Penalty: 3212.100586
	Iteration 16Q: 3 clusters Score -2527446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2527467.750000 Penalty: 3212.100586
	Iteration 17Q: 3 clusters Score -2527468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2527480.250000 Penalty: 3212.100586
	Iteration 18Q: 3 clusters Score -2527480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2527485.750000 Penalty: 3212.100586
	Iteration 19Q: 3 clusters Score -2527486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2527493.500000 Penalty: 3212.100586
	Iteration 20F: 3 clusters Score -2527494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2527496.500000 Penalty: 3212.100586
	Iteration 21Q: 3 clusters Score -2527496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2527503.750000 Penalty: 3212.100586
	Iteration 22Q: 3 clusters Score -2527504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2527506.250000 Penalty: 3212.100586
	Iteration 23Q: 3 clusters Score -2527506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2527508.750000 Penalty: 3212.100586
	Iteration 24Q: 3 clusters Score -2527509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2527511.750000 Penalty: 3212.100586
	Iteration 25Q: 3 clusters Score -2527512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2527516.250000 Penalty: 3212.100586
	Iteration 26Q: 3 clusters Score -2527516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2527518.250000 Penalty: 3212.100586
	Iteration 27Q: 3 clusters Score -2527518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2527522.750000 Penalty: 3212.100586
	Iteration 28Q: 3 clusters Score -2527523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2527522.750000 Penalty: 3212.100586
	Iteration 29F: 3 clusters Score -2527523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Entering Unmasked Estep 
Score: -2937137.750000 Penalty: 1627.964600
	Iteration 0F: 2 clusters Score -2937138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2921908.000000 Penalty: 3255.929199
	Iteration 0F: 3 clusters Score -2921908 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2927796.750000 Penalty: 3255.929199
	Iteration 1F: 3 clusters Score -2927797 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2928744.250000 Penalty: 3255.929199
	Iteration 2F: 3 clusters Score -2928744 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2930320.500000 Penalty: 3255.929199
	Iteration 3F: 3 clusters Score -2930320 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2932112.250000 Penalty: 3255.929199
	Iteration 4F: 3 clusters Score -2932112 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2933806.500000 Penalty: 3255.929199
	Iteration 5F: 3 clusters Score -2933806 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2935252.250000 Penalty: 3255.929199
	Iteration 6F: 3 clusters Score -2935252 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2936252.500000 Penalty: 3255.929199
	Iteration 7Q: 3 clusters Score -2936252 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2936723.250000 Penalty: 3255.929199
	Iteration 8Q: 3 clusters Score -2936723 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2936871.500000 Penalty: 3255.929199
	Iteration 9Q: 3 clusters Score -2936872 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2936935.250000 Penalty: 3255.929199
	Iteration 10Q: 3 clusters Score -2936935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2936970.500000 Penalty: 3255.929199
	Iteration 11Q: 3 clusters Score -2936970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2936988.000000 Penalty: 3255.929199
	Iteration 12Q: 3 clusters Score -2936988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2936998.500000 Penalty: 3255.929199
	Iteration 13Q: 3 clusters Score -2936998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2937009.750000 Penalty: 3255.929199
	Iteration 14Q: 3 clusters Score -2937010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2937013.000000 Penalty: 3255.929199
	Iteration 15Q: 3 clusters Score -2937013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2937012.000000 Penalty: 3255.929199
	Iteration 16Q: 3 clusters Score -2937012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2937019.750000 Penalty: 3255.929199
	Iteration 17Q: 3 clusters Score -2937020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2937023.250000 Penalty: 3255.929199
	Iteration 18Q: 3 clusters Score -2937023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2937022.750000 Penalty: 3255.929199
	Iteration 19Q: 3 clusters Score -2937023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2937020.250000 Penalty: 3255.929199
	Iteration 20F: 3 clusters Score -2937020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2937020.750000 Penalty: 3255.929199
	Iteration 21Q: 3 clusters Score -2937021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2937021.500000 Penalty: 3255.929199
	Iteration 22Q: 3 clusters Score -2937022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2937022.500000 Penalty: 3255.929199
	Iteration 23Q: 3 clusters Score -2937022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2937023.750000 Penalty: 3255.929199
	Iteration 24Q: 3 clusters Score -2937024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2937022.000000 Penalty: 3255.929199
	Iteration 25Q: 3 clusters Score -2937022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2937023.500000 Penalty: 3255.929199
	Iteration 26Q: 3 clusters Score -2937024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2937027.000000 Penalty: 3255.929199
	Iteration 27Q: 3 clusters Score -2937027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2937024.500000 Penalty: 3255.929199
	Iteration 28Q: 3 clusters Score -2937024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2937026.000000 Penalty: 3255.929199
	Iteration 29Q: 3 clusters Score -2937026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2937027.750000 Penalty: 3255.929199
	Iteration 30Q: 3 clusters Score -2937028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2937031.000000 Penalty: 3255.929199
	Iteration 31Q: 3 clusters Score -2937031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2937031.750000 Penalty: 3255.929199
	Iteration 32Q: 3 clusters Score -2937032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2937031.750000 Penalty: 3255.929199
	Iteration 33Q: 3 clusters Score -2937032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2937031.750000 Penalty: 3255.929199
	Iteration 34F: 3 clusters Score -2937032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Entering Unmasked Estep 
Score: -2278260.250000 Penalty: 1594.890503
	Iteration 0F: 2 clusters Score -2278260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2265748.000000 Penalty: 3189.781006
	Iteration 0F: 3 clusters Score -2265748 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2270313.750000 Penalty: 3189.781006
	Iteration 1F: 3 clusters Score -2270314 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2270775.750000 Penalty: 3189.781006
	Iteration 2F: 3 clusters Score -2270776 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2271332.500000 Penalty: 3189.781006
	Iteration 3F: 3 clusters Score -2271332 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2272064.750000 Penalty: 3189.781006
	Iteration 4F: 3 clusters Score -2272065 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2273018.000000 Penalty: 3189.781006
	Iteration 5F: 3 clusters Score -2273018 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2274104.000000 Penalty: 3189.781006
	Iteration 6F: 3 clusters Score -2274104 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2275161.500000 Penalty: 3189.781006
	Iteration 7F: 3 clusters Score -2275162 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2275929.500000 Penalty: 3189.781006
	Iteration 8Q: 3 clusters Score -2275930 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2276378.250000 Penalty: 3189.781006
	Iteration 9Q: 3 clusters Score -2276378 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2276601.500000 Penalty: 3189.781006
	Iteration 10Q: 3 clusters Score -2276602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2276707.250000 Penalty: 3189.781006
	Iteration 11Q: 3 clusters Score -2276707 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2276781.000000 Penalty: 3189.781006
	Iteration 12Q: 3 clusters Score -2276781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2276825.500000 Penalty: 3189.781006
	Iteration 13Q: 3 clusters Score -2276826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2276851.750000 Penalty: 3189.781006
	Iteration 14Q: 3 clusters Score -2276852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2276863.000000 Penalty: 3189.781006
	Iteration 15Q: 3 clusters Score -2276863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2276874.750000 Penalty: 3189.781006
	Iteration 16Q: 3 clusters Score -2276875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2276879.500000 Penalty: 3189.781006
	Iteration 17Q: 3 clusters Score -2276880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2276883.250000 Penalty: 3189.781006
	Iteration 18Q: 3 clusters Score -2276883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2276885.250000 Penalty: 3189.781006
	Iteration 19Q: 3 clusters Score -2276885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2276885.250000 Penalty: 3189.781006
	Iteration 20F: 3 clusters Score -2276885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -8360899.000000 Penalty: 1795.625244
	Iteration 0F: 2 clusters Score -8360899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8319154.500000 Penalty: 3591.250488
	Iteration 0F: 3 clusters Score -8319154 nChanged 29980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -8336765.000000 Penalty: 3591.250488
	Iteration 1F: 3 clusters Score -8336765 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -8337924.000000 Penalty: 3591.250488
	Iteration 2Q: 3 clusters Score -8337924 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -8340034.000000 Penalty: 3591.250488
	Iteration 3F: 3 clusters Score -8340034 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8343576.000000 Penalty: 3591.250488
	Iteration 4F: 3 clusters Score -8343576 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -8348723.500000 Penalty: 3591.250488
	Iteration 5F: 3 clusters Score -8348724 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -8354123.000000 Penalty: 3591.250488
	Iteration 6F: 3 clusters Score -8354123 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -8357365.500000 Penalty: 3591.250488
	Iteration 7F: 3 clusters Score -8357366 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -8358656.500000 Penalty: 3591.250488
	Iteration 8Q: 3 clusters Score -8358656 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -8359035.500000 Penalty: 3591.250488
	Iteration 9Q: 3 clusters Score -8359036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -8359166.000000 Penalty: 3591.250488
	Iteration 10Q: 3 clusters Score -8359166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -8359206.000000 Penalty: 3591.250488
	Iteration 11Q: 3 clusters Score -8359206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -8359226.000000 Penalty: 3591.250488
	Iteration 12Q: 3 clusters Score -8359226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8359237.500000 Penalty: 3591.250488
	Iteration 13Q: 3 clusters Score -8359238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8359242.500000 Penalty: 3591.250488
	Iteration 14Q: 3 clusters Score -8359242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -8359252.500000 Penalty: 3591.250488
	Iteration 15Q: 3 clusters Score -8359252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -8359256.500000 Penalty: 3591.250488
	Iteration 16Q: 3 clusters Score -8359256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8359262.000000 Penalty: 3591.250488
	Iteration 17Q: 3 clusters Score -8359262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -8359274.500000 Penalty: 3591.250488
	Iteration 18Q: 3 clusters Score -8359274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -8359283.500000 Penalty: 3591.250488
	Iteration 19Q: 3 clusters Score -8359284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -8359283.500000 Penalty: 3591.250488
	Iteration 20F: 3 clusters Score -8359284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (70903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Entering Unmasked Estep 
Score: -9349692.000000 Penalty: 1814.973633
	Iteration 0F: 2 clusters Score -9349692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -9303078.000000 Penalty: 3629.947266
	Iteration 0F: 3 clusters Score -9303078 nChanged 33539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -9322537.000000 Penalty: 3629.947266
	Iteration 1F: 3 clusters Score -9322537 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -9323755.000000 Penalty: 3629.947266
	Iteration 2Q: 3 clusters Score -9323755 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -9325350.000000 Penalty: 3629.947266
	Iteration 3Q: 3 clusters Score -9325350 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -9327243.000000 Penalty: 3629.947266
	Iteration 4F: 3 clusters Score -9327243 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9329248.000000 Penalty: 3629.947266
	Iteration 5F: 3 clusters Score -9329248 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -9331265.000000 Penalty: 3629.947266
	Iteration 6F: 3 clusters Score -9331265 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -9333746.000000 Penalty: 3629.947266
	Iteration 7F: 3 clusters Score -9333746 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -9337556.000000 Penalty: 3629.947266
	Iteration 8F: 3 clusters Score -9337556 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -9342966.000000 Penalty: 3629.947266
	Iteration 9F: 3 clusters Score -9342966 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -9347105.000000 Penalty: 3629.947266
	Iteration 10F: 3 clusters Score -9347105 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -9348999.000000 Penalty: 3629.947266
	Iteration 11Q: 3 clusters Score -9348999 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -9349822.000000 Penalty: 3629.947266
	Iteration 12Q: 3 clusters Score -9349822 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -9350324.000000 Penalty: 3629.947266
	Iteration 13Q: 3 clusters Score -9350324 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -9350591.000000 Penalty: 3629.947266
	Iteration 14Q: 3 clusters Score -9350591 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -9350758.000000 Penalty: 3629.947266
	Iteration 15Q: 3 clusters Score -9350758 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9350771.000000 Penalty: 3629.947266
	Iteration 16Q: 3 clusters Score -9350771 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -9350812.000000 Penalty: 3629.947266
	Iteration 17Q: 3 clusters Score -9350812 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -9350829.000000 Penalty: 3629.947266
	Iteration 18Q: 3 clusters Score -9350829 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9350857.000000 Penalty: 3629.947266
	Iteration 19Q: 3 clusters Score -9350857 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -9350858.000000 Penalty: 3629.947266
	Iteration 20F: 3 clusters Score -9350858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -9350865.000000 Penalty: 3629.947266
	Iteration 21Q: 3 clusters Score -9350865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -9350853.000000 Penalty: 3629.947266
	Iteration 22Q: 3 clusters Score -9350853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9350865.000000 Penalty: 3629.947266
	Iteration 23Q: 3 clusters Score -9350865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -9350870.000000 Penalty: 3629.947266
	Iteration 24Q: 3 clusters Score -9350870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -9350861.000000 Penalty: 3629.947266
	Iteration 25Q: 3 clusters Score -9350861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9350872.000000 Penalty: 3629.947266
	Iteration 26Q: 3 clusters Score -9350872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -9350879.000000 Penalty: 3629.947266
	Iteration 27Q: 3 clusters Score -9350879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -9350882.000000 Penalty: 3629.947266
	Iteration 28Q: 3 clusters Score -9350882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9350874.000000 Penalty: 3629.947266
	Iteration 29Q: 3 clusters Score -9350874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -9350879.000000 Penalty: 3629.947266
	Iteration 30Q: 3 clusters Score -9350879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -9350888.000000 Penalty: 3629.947266
	Iteration 31Q: 3 clusters Score -9350888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9350897.000000 Penalty: 3629.947266
	Iteration 32Q: 3 clusters Score -9350897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -9350897.000000 Penalty: 3629.947266
	Iteration 33Q: 3 clusters Score -9350897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -9350901.000000 Penalty: 3629.947266
	Iteration 34Q: 3 clusters Score -9350901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -9350900.000000 Penalty: 3629.947266
	Iteration 35Q: 3 clusters Score -9350900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9350898.000000 Penalty: 3629.947266
	Iteration 36Q: 3 clusters Score -9350898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -9350898.000000 Penalty: 3629.947266
	Iteration 37Q: 3 clusters Score -9350898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -9350896.000000 Penalty: 3629.947266
	Iteration 38Q: 3 clusters Score -9350896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9350891.000000 Penalty: 3629.947266
	Iteration 39Q: 3 clusters Score -9350891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9350893.000000 Penalty: 3629.947266
	Iteration 40F: 3 clusters Score -9350893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -9350896.000000 Penalty: 3629.947266
	Iteration 41Q: 3 clusters Score -9350896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -9350891.000000 Penalty: 3629.947266
	Iteration 42Q: 3 clusters Score -9350891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9350897.000000 Penalty: 3629.947266
	Iteration 43Q: 3 clusters Score -9350897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9350897.000000 Penalty: 3629.947266
	Iteration 44F: 3 clusters Score -9350897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 71674 members 
Mstep: Class 5 contains 64981 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 18888 members 
Mstep: Class 9 contains 75707 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21863 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 14796 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 102072 members 
Mstep: Class 18 contains 48206 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 64361 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 17275 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19602 members 
Mstep: Class 29 contains 22432 members 
Mstep: Class 30 contains 18301 members 
Mstep: Class 31 contains 62944 members 
Mstep: Class 32 contains 22697 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 82104 members 
Mstep: Class 36 contains 71844 members 
Mstep: Class 37 contains 2702 members 
Entering Unmasked Estep 
Score: -127779776.000000 Penalty: 80824.070312
Splitting cluster 32 changes total score from -127778984.000000 to -127779776.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 34 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -224979.250000 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -224979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -223027.171875 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -223027.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -223424.250000 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -223424.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -223512.062500 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -223512.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -223569.812500 Penalty: 2433.877197
	Iteration 3Q: 3 clusters Score -223569.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -223606.171875 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -223606.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -223634.734375 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -223634.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -223653.125000 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -223653.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223674.453125 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -223674.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223688.187500 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -223688.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -223703.921875 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -223703.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223724.484375 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -223724.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223742.406250 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -223742.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223761.968750 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -223762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223776.593750 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -223776.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223790.078125 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -223790.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -223810.796875 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -223810.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -223825.781250 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -223825.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -223841.078125 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -223841.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -223860.593750 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -223860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -223880.484375 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -223880.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -223898.984375 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -223899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -223915.093750 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -223915.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -223937.968750 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -223938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -223967.312500 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -223967.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -223987.859375 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -223987.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -224000.250000 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -224000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224013.625000 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -224013.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -224026.000000 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -224026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -224038.531250 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -224038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -224049.421875 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -224049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -224058.937500 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -224058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -224064.515625 Penalty: 2433.877197
	Iteration 31Q: 3 clusters Score -224064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -224069.031250 Penalty: 2433.877197
	Iteration 32Q: 3 clusters Score -224069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -224073.093750 Penalty: 2433.877197
	Iteration 33Q: 3 clusters Score -224073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -224080.031250 Penalty: 2433.877197
	Iteration 34Q: 3 clusters Score -224080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -224083.875000 Penalty: 2433.877197
	Iteration 35Q: 3 clusters Score -224083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -224084.765625 Penalty: 2433.877197
	Iteration 36Q: 3 clusters Score -224084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -224084.765625 Penalty: 2433.877197
	Iteration 37F: 3 clusters Score -224084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (82104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Entering Unmasked Estep 
Score: -10811689.000000 Penalty: 1838.808105
	Iteration 0F: 2 clusters Score -1.081169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -10759738.000000 Penalty: 3677.616211
	Iteration 0F: 3 clusters Score -1.075974e+07 nChanged 39089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -10781874.000000 Penalty: 3677.616211
	Iteration 1F: 3 clusters Score -1.078187e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -10782383.000000 Penalty: 3677.616211
	Iteration 2Q: 3 clusters Score -1.078238e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -10782745.000000 Penalty: 3677.616211
	Iteration 3Q: 3 clusters Score -1.078274e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -10783153.000000 Penalty: 3677.616211
	Iteration 4Q: 3 clusters Score -1.078315e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -10783672.000000 Penalty: 3677.616211
	Iteration 5Q: 3 clusters Score -1.078367e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -10784616.000000 Penalty: 3677.616211
	Iteration 6Q: 3 clusters Score -1.078462e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -10786354.000000 Penalty: 3677.616211
	Iteration 7Q: 3 clusters Score -1.078635e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10789264.000000 Penalty: 3677.616211
	Iteration 8F: 3 clusters Score -1.078926e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -10793728.000000 Penalty: 3677.616211
	Iteration 9F: 3 clusters Score -1.079373e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -10798746.000000 Penalty: 3677.616211
	Iteration 10F: 3 clusters Score -1.079875e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -10803192.000000 Penalty: 3677.616211
	Iteration 11F: 3 clusters Score -1.080319e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -10806243.000000 Penalty: 3677.616211
	Iteration 12Q: 3 clusters Score -1.080624e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -10807924.000000 Penalty: 3677.616211
	Iteration 13Q: 3 clusters Score -1.080792e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -10808715.000000 Penalty: 3677.616211
	Iteration 14Q: 3 clusters Score -1.080872e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -10809165.000000 Penalty: 3677.616211
	Iteration 15Q: 3 clusters Score -1.080916e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -10809435.000000 Penalty: 3677.616211
	Iteration 16Q: 3 clusters Score -1.080944e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -10809607.000000 Penalty: 3677.616211
	Iteration 17Q: 3 clusters Score -1.080961e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -10809721.000000 Penalty: 3677.616211
	Iteration 18Q: 3 clusters Score -1.080972e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -10809770.000000 Penalty: 3677.616211
	Iteration 19Q: 3 clusters Score -1.080977e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -10809911.000000 Penalty: 3677.616211
	Iteration 20F: 3 clusters Score -1.080991e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -10809922.000000 Penalty: 3677.616211
	Iteration 21Q: 3 clusters Score -1.080992e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10809960.000000 Penalty: 3677.616211
	Iteration 22Q: 3 clusters Score -1.080996e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10810029.000000 Penalty: 3677.616211
	Iteration 23Q: 3 clusters Score -1.081003e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10810036.000000 Penalty: 3677.616211
	Iteration 24Q: 3 clusters Score -1.081004e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -10810078.000000 Penalty: 3677.616211
	Iteration 25Q: 3 clusters Score -1.081008e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10810095.000000 Penalty: 3677.616211
	Iteration 26Q: 3 clusters Score -1.08101e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10810130.000000 Penalty: 3677.616211
	Iteration 27Q: 3 clusters Score -1.081013e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -10810144.000000 Penalty: 3677.616211
	Iteration 28Q: 3 clusters Score -1.081014e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10810137.000000 Penalty: 3677.616211
	Iteration 29Q: 3 clusters Score -1.081014e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10810116.000000 Penalty: 3677.616211
	Iteration 30Q: 3 clusters Score -1.081012e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10810132.000000 Penalty: 3677.616211
	Iteration 31Q: 3 clusters Score -1.081013e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10810152.000000 Penalty: 3677.616211
	Iteration 32Q: 3 clusters Score -1.081015e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10810167.000000 Penalty: 3677.616211
	Iteration 33Q: 3 clusters Score -1.081017e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10810190.000000 Penalty: 3677.616211
	Iteration 34Q: 3 clusters Score -1.081019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10810204.000000 Penalty: 3677.616211
	Iteration 35Q: 3 clusters Score -1.08102e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10810226.000000 Penalty: 3677.616211
	Iteration 36Q: 3 clusters Score -1.081023e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10810254.000000 Penalty: 3677.616211
	Iteration 37Q: 3 clusters Score -1.081025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10810260.000000 Penalty: 3677.616211
	Iteration 38Q: 3 clusters Score -1.081026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10810258.000000 Penalty: 3677.616211
	Iteration 39Q: 3 clusters Score -1.081026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10810259.000000 Penalty: 3677.616211
	Iteration 40F: 3 clusters Score -1.081026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10810273.000000 Penalty: 3677.616211
	Iteration 41Q: 3 clusters Score -1.081027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -10810273.000000 Penalty: 3677.616211
	Iteration 42Q: 3 clusters Score -1.081027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10810281.000000 Penalty: 3677.616211
	Iteration 43Q: 3 clusters Score -1.081028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10810284.000000 Penalty: 3677.616211
	Iteration 44Q: 3 clusters Score -1.081028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10810286.000000 Penalty: 3677.616211
	Iteration 45Q: 3 clusters Score -1.081029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10810297.000000 Penalty: 3677.616211
	Iteration 46Q: 3 clusters Score -1.08103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10810297.000000 Penalty: 3677.616211
	Iteration 47Q: 3 clusters Score -1.08103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10810292.000000 Penalty: 3677.616211
	Iteration 48Q: 3 clusters Score -1.081029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10810291.000000 Penalty: 3677.616211
	Iteration 49Q: 3 clusters Score -1.081029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10810294.000000 Penalty: 3677.616211
	Iteration 50Q: 3 clusters Score -1.081029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10810294.000000 Penalty: 3677.616211
	Iteration 51F: 3 clusters Score -1.081029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (71844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Entering Unmasked Estep 
Score: -9543142.000000 Penalty: 1817.115967
	Iteration 0F: 2 clusters Score -9543142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -9497369.000000 Penalty: 3634.231934
	Iteration 0F: 3 clusters Score -9497369 nChanged 33895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -9516560.000000 Penalty: 3634.231934
	Iteration 1F: 3 clusters Score -9516560 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -9517234.000000 Penalty: 3634.231934
	Iteration 2Q: 3 clusters Score -9517234 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -9518030.000000 Penalty: 3634.231934
	Iteration 3Q: 3 clusters Score -9518030 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -9519217.000000 Penalty: 3634.231934
	Iteration 4Q: 3 clusters Score -9519217 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -9521347.000000 Penalty: 3634.231934
	Iteration 5F: 3 clusters Score -9521347 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -9524526.000000 Penalty: 3634.231934
	Iteration 6F: 3 clusters Score -9524526 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -9528734.000000 Penalty: 3634.231934
	Iteration 7F: 3 clusters Score -9528734 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -9533224.000000 Penalty: 3634.231934
	Iteration 8F: 3 clusters Score -9533224 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -9536399.000000 Penalty: 3634.231934
	Iteration 9F: 3 clusters Score -9536399 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -9538279.000000 Penalty: 3634.231934
	Iteration 10Q: 3 clusters Score -9538279 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -9539539.000000 Penalty: 3634.231934
	Iteration 11Q: 3 clusters Score -9539539 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -9540345.000000 Penalty: 3634.231934
	Iteration 12Q: 3 clusters Score -9540345 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -9540814.000000 Penalty: 3634.231934
	Iteration 13Q: 3 clusters Score -9540814 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -9541081.000000 Penalty: 3634.231934
	Iteration 14Q: 3 clusters Score -9541081 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -9541229.000000 Penalty: 3634.231934
	Iteration 15Q: 3 clusters Score -9541229 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -9541322.000000 Penalty: 3634.231934
	Iteration 16Q: 3 clusters Score -9541322 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -9541385.000000 Penalty: 3634.231934
	Iteration 17Q: 3 clusters Score -9541385 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -9541423.000000 Penalty: 3634.231934
	Iteration 18Q: 3 clusters Score -9541423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -9541456.000000 Penalty: 3634.231934
	Iteration 19Q: 3 clusters Score -9541456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -9541496.000000 Penalty: 3634.231934
	Iteration 20F: 3 clusters Score -9541496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -9541497.000000 Penalty: 3634.231934
	Iteration 21Q: 3 clusters Score -9541497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -9541517.000000 Penalty: 3634.231934
	Iteration 22Q: 3 clusters Score -9541517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -9541523.000000 Penalty: 3634.231934
	Iteration 23Q: 3 clusters Score -9541523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -9541538.000000 Penalty: 3634.231934
	Iteration 24Q: 3 clusters Score -9541538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -9541556.000000 Penalty: 3634.231934
	Iteration 25Q: 3 clusters Score -9541556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -9541582.000000 Penalty: 3634.231934
	Iteration 26Q: 3 clusters Score -9541582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -9541600.000000 Penalty: 3634.231934
	Iteration 27Q: 3 clusters Score -9541600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -9541599.000000 Penalty: 3634.231934
	Iteration 28Q: 3 clusters Score -9541599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -9541609.000000 Penalty: 3634.231934
	Iteration 29Q: 3 clusters Score -9541609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -9541607.000000 Penalty: 3634.231934
	Iteration 30Q: 3 clusters Score -9541607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9541623.000000 Penalty: 3634.231934
	Iteration 31Q: 3 clusters Score -9541623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -9541626.000000 Penalty: 3634.231934
	Iteration 32Q: 3 clusters Score -9541626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -9541628.000000 Penalty: 3634.231934
	Iteration 33Q: 3 clusters Score -9541628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -9541611.000000 Penalty: 3634.231934
	Iteration 34Q: 3 clusters Score -9541611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -9541618.000000 Penalty: 3634.231934
	Iteration 35Q: 3 clusters Score -9541618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -9541620.000000 Penalty: 3634.231934
	Iteration 36Q: 3 clusters Score -9541620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -9541617.000000 Penalty: 3634.231934
	Iteration 37Q: 3 clusters Score -9541617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -9541617.000000 Penalty: 3634.231934
	Iteration 38F: 3 clusters Score -9541617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -344261.500000 Penalty: 1284.034058
	Iteration 0F: 2 clusters Score -344261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -341731.218750 Penalty: 2568.068115
	Iteration 0F: 3 clusters Score -341731.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -342383.937500 Penalty: 2568.068115
	Iteration 1F: 3 clusters Score -342383.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -342539.875000 Penalty: 2568.068115
	Iteration 2F: 3 clusters Score -342539.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342618.687500 Penalty: 2568.068115
	Iteration 3Q: 3 clusters Score -342618.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342671.843750 Penalty: 2568.068115
	Iteration 4Q: 3 clusters Score -342671.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -342714.156250 Penalty: 2568.068115
	Iteration 5Q: 3 clusters Score -342714.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342745.218750 Penalty: 2568.068115
	Iteration 6Q: 3 clusters Score -342745.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342769.062500 Penalty: 2568.068115
	Iteration 7Q: 3 clusters Score -342769.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -342790.937500 Penalty: 2568.068115
	Iteration 8Q: 3 clusters Score -342790.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342809.156250 Penalty: 2568.068115
	Iteration 9Q: 3 clusters Score -342809.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342827.093750 Penalty: 2568.068115
	Iteration 10Q: 3 clusters Score -342827.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -342843.281250 Penalty: 2568.068115
	Iteration 11Q: 3 clusters Score -342843.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342852.062500 Penalty: 2568.068115
	Iteration 12Q: 3 clusters Score -342852.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -342860.375000 Penalty: 2568.068115
	Iteration 13Q: 3 clusters Score -342860.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -342868.031250 Penalty: 2568.068115
	Iteration 14Q: 3 clusters Score -342868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342874.906250 Penalty: 2568.068115
	Iteration 15Q: 3 clusters Score -342874.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -342882.968750 Penalty: 2568.068115
	Iteration 16Q: 3 clusters Score -342883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -342893.375000 Penalty: 2568.068115
	Iteration 17Q: 3 clusters Score -342893.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -342904.468750 Penalty: 2568.068115
	Iteration 18Q: 3 clusters Score -342904.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -342918.593750 Penalty: 2568.068115
	Iteration 19Q: 3 clusters Score -342918.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -342932.500000 Penalty: 2568.068115
	Iteration 20F: 3 clusters Score -342932.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -342944.062500 Penalty: 2568.068115
	Iteration 21Q: 3 clusters Score -342944.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -342956.187500 Penalty: 2568.068115
	Iteration 22Q: 3 clusters Score -342956.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -342968.406250 Penalty: 2568.068115
	Iteration 23Q: 3 clusters Score -342968.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -342976.156250 Penalty: 2568.068115
	Iteration 24Q: 3 clusters Score -342976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -342983.093750 Penalty: 2568.068115
	Iteration 25Q: 3 clusters Score -342983.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -342990.031250 Penalty: 2568.068115
	Iteration 26Q: 3 clusters Score -342990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -342996.437500 Penalty: 2568.068115
	Iteration 27Q: 3 clusters Score -342996.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343002.750000 Penalty: 2568.068115
	Iteration 28Q: 3 clusters Score -343002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -343007.781250 Penalty: 2568.068115
	Iteration 29Q: 3 clusters Score -343007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -343012.750000 Penalty: 2568.068115
	Iteration 30Q: 3 clusters Score -343012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -343019.250000 Penalty: 2568.068115
	Iteration 31Q: 3 clusters Score -343019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -343024.468750 Penalty: 2568.068115
	Iteration 32Q: 3 clusters Score -343024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -343028.875000 Penalty: 2568.068115
	Iteration 33Q: 3 clusters Score -343028.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -343033.218750 Penalty: 2568.068115
	Iteration 34Q: 3 clusters Score -343033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -343039.625000 Penalty: 2568.068115
	Iteration 35Q: 3 clusters Score -343039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -343045.687500 Penalty: 2568.068115
	Iteration 36Q: 3 clusters Score -343045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -343048.781250 Penalty: 2568.068115
	Iteration 37Q: 3 clusters Score -343048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -343051.250000 Penalty: 2568.068115
	Iteration 38Q: 3 clusters Score -343051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -343052.593750 Penalty: 2568.068115
	Iteration 39Q: 3 clusters Score -343052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -343055.062500 Penalty: 2568.068115
	Iteration 40F: 3 clusters Score -343055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -343059.562500 Penalty: 2568.068115
	Iteration 41Q: 3 clusters Score -343059.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -343063.562500 Penalty: 2568.068115
	Iteration 42Q: 3 clusters Score -343063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -343065.062500 Penalty: 2568.068115
	Iteration 43Q: 3 clusters Score -343065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -343065.625000 Penalty: 2568.068115
	Iteration 44Q: 3 clusters Score -343065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -343066.218750 Penalty: 2568.068115
	Iteration 45Q: 3 clusters Score -343066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -343066.593750 Penalty: 2568.068115
	Iteration 46Q: 3 clusters Score -343066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -343066.593750 Penalty: 2568.068115
	Iteration 47F: 3 clusters Score -343066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 71674 members 
Mstep: Class 5 contains 64981 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 18888 members 
Mstep: Class 9 contains 75707 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21863 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 14796 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 102072 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 64361 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 17275 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19602 members 
Mstep: Class 29 contains 22432 members 
Mstep: Class 30 contains 18301 members 
Mstep: Class 31 contains 62944 members 
Mstep: Class 32 contains 22697 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 82104 members 
Mstep: Class 36 contains 71844 members 
Mstep: Class 37 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780984.000000 Penalty: 80824.070312
Iteration 119Q: 37 clusters Score -1.27781e+08 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 23711 members 
Mstep: Class 4 contains 71506 members 
Mstep: Class 5 contains 65888 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 18787 members 
Mstep: Class 9 contains 75709 members 
Mstep: Class 10 contains 6219 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 36977 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 14830 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 101524 members 
Mstep: Class 18 contains 47866 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 6486 members 
Mstep: Class 23 contains 63851 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 17287 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19699 members 
Mstep: Class 29 contains 22664 members 
Mstep: Class 30 contains 18240 members 
Mstep: Class 31 contains 63732 members 
Mstep: Class 32 contains 22621 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 82792 members 
Mstep: Class 36 contains 72290 members 
Mstep: Class 37 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782800.000000 Penalty: 80824.070312
Iteration 120F: 37 clusters Score -1.277828e+08 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 13199 members 
Mstep: Class 3 contains 23257 members 
Mstep: Class 4 contains 71263 members 
Mstep: Class 5 contains 65931 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 75677 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 21700 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 14821 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 101647 members 
Mstep: Class 18 contains 49064 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 6250 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 64538 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 17297 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19675 members 
Mstep: Class 29 contains 22800 members 
Mstep: Class 30 contains 18139 members 
Mstep: Class 31 contains 63447 members 
Mstep: Class 32 contains 22592 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 82646 members 
Mstep: Class 36 contains 72768 members 
Mstep: Class 37 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783024.000000 Penalty: 80824.070312
Iteration 121Q: 37 clusters Score -1.27783e+08 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 13189 members 
Mstep: Class 3 contains 22861 members 
Mstep: Class 4 contains 71073 members 
Mstep: Class 5 contains 65930 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 75686 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 21586 members 
Mstep: Class 13 contains 34566 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 101686 members 
Mstep: Class 18 contains 49953 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 65060 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 17304 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19692 members 
Mstep: Class 29 contains 22847 members 
Mstep: Class 30 contains 18109 members 
Mstep: Class 31 contains 63201 members 
Mstep: Class 32 contains 22590 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 82657 members 
Mstep: Class 36 contains 73330 members 
Mstep: Class 37 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782552.000000 Penalty: 80824.070312
Iteration 122Q: 37 clusters Score -1.277826e+08 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 13188 members 
Mstep: Class 3 contains 22510 members 
Mstep: Class 4 contains 70923 members 
Mstep: Class 5 contains 65945 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 18513 members 
Mstep: Class 9 contains 75662 members 
Mstep: Class 10 contains 6189 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21472 members 
Mstep: Class 13 contains 33393 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 14858 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 101807 members 
Mstep: Class 18 contains 50726 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6229 members 
Mstep: Class 22 contains 6373 members 
Mstep: Class 23 contains 65583 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 17304 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19710 members 
Mstep: Class 29 contains 22822 members 
Mstep: Class 30 contains 18092 members 
Mstep: Class 31 contains 62951 members 
Mstep: Class 32 contains 22607 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 82706 members 
Mstep: Class 36 contains 73821 members 
Mstep: Class 37 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782760.000000 Penalty: 80824.070312
Iteration 123Q: 37 clusters Score -1.277828e+08 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 13185 members 
Mstep: Class 3 contains 22162 members 
Mstep: Class 4 contains 70736 members 
Mstep: Class 5 contains 65870 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8050 members 
Mstep: Class 8 contains 18465 members 
Mstep: Class 9 contains 75621 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21392 members 
Mstep: Class 13 contains 32233 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 14889 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 101944 members 
Mstep: Class 18 contains 51501 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6209 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 66104 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 17298 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19678 members 
Mstep: Class 29 contains 22736 members 
Mstep: Class 30 contains 18087 members 
Mstep: Class 31 contains 62753 members 
Mstep: Class 32 contains 22658 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 82803 members 
Mstep: Class 36 contains 74265 members 
Mstep: Class 37 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782352.000000 Penalty: 80824.070312
Iteration 124Q: 37 clusters Score -1.277824e+08 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 13181 members 
Mstep: Class 3 contains 21865 members 
Mstep: Class 4 contains 70491 members 
Mstep: Class 5 contains 65748 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8052 members 
Mstep: Class 8 contains 18428 members 
Mstep: Class 9 contains 75569 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 31119 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 102125 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 66704 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 17290 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19625 members 
Mstep: Class 29 contains 22593 members 
Mstep: Class 30 contains 18091 members 
Mstep: Class 31 contains 62454 members 
Mstep: Class 32 contains 22723 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 82928 members 
Mstep: Class 36 contains 74654 members 
Mstep: Class 37 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782392.000000 Penalty: 80824.070312
Iteration 125Q: 37 clusters Score -1.277824e+08 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 13185 members 
Mstep: Class 3 contains 21591 members 
Mstep: Class 4 contains 70315 members 
Mstep: Class 5 contains 65585 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18373 members 
Mstep: Class 9 contains 75515 members 
Mstep: Class 10 contains 6175 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 30026 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 14931 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 102325 members 
Mstep: Class 18 contains 53009 members 
Mstep: Class 19 contains 4099 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6185 members 
Mstep: Class 22 contains 6315 members 
Mstep: Class 23 contains 67417 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 17278 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19552 members 
Mstep: Class 29 contains 22374 members 
Mstep: Class 30 contains 18088 members 
Mstep: Class 31 contains 62106 members 
Mstep: Class 32 contains 22811 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 83182 members 
Mstep: Class 36 contains 75060 members 
Mstep: Class 37 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782384.000000 Penalty: 80824.070312
Iteration 126Q: 37 clusters Score -1.277824e+08 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 21335 members 
Mstep: Class 4 contains 70080 members 
Mstep: Class 5 contains 65372 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 18343 members 
Mstep: Class 9 contains 75444 members 
Mstep: Class 10 contains 6172 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 21259 members 
Mstep: Class 13 contains 29051 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 102553 members 
Mstep: Class 18 contains 53761 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 68092 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 17265 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19505 members 
Mstep: Class 29 contains 22108 members 
Mstep: Class 30 contains 18078 members 
Mstep: Class 31 contains 61732 members 
Mstep: Class 32 contains 22893 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 83470 members 
Mstep: Class 36 contains 75489 members 
Mstep: Class 37 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781744.000000 Penalty: 80824.070312
Iteration 127Q: 37 clusters Score -1.277817e+08 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 13188 members 
Mstep: Class 3 contains 21088 members 
Mstep: Class 4 contains 69895 members 
Mstep: Class 5 contains 65141 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 18339 members 
Mstep: Class 9 contains 75344 members 
Mstep: Class 10 contains 6172 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 21226 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 14977 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 102844 members 
Mstep: Class 18 contains 54490 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6158 members 
Mstep: Class 22 contains 6298 members 
Mstep: Class 23 contains 68833 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 17256 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19460 members 
Mstep: Class 29 contains 21804 members 
Mstep: Class 30 contains 18075 members 
Mstep: Class 31 contains 61355 members 
Mstep: Class 32 contains 22975 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 83740 members 
Mstep: Class 36 contains 75840 members 
Mstep: Class 37 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782024.000000 Penalty: 80824.070312
Iteration 128Q: 37 clusters Score -1.27782e+08 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 13192 members 
Mstep: Class 3 contains 20863 members 
Mstep: Class 4 contains 69695 members 
Mstep: Class 5 contains 64930 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18355 members 
Mstep: Class 9 contains 75242 members 
Mstep: Class 10 contains 6169 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 14990 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 103162 members 
Mstep: Class 18 contains 55262 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 69612 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 17250 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19427 members 
Mstep: Class 29 contains 21451 members 
Mstep: Class 30 contains 18068 members 
Mstep: Class 31 contains 60962 members 
Mstep: Class 32 contains 23022 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 84006 members 
Mstep: Class 36 contains 76127 members 
Mstep: Class 37 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781568.000000 Penalty: 80824.070312
Iteration 129Q: 37 clusters Score -1.277816e+08 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 20665 members 
Mstep: Class 4 contains 69474 members 
Mstep: Class 5 contains 64785 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18342 members 
Mstep: Class 9 contains 75137 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 21172 members 
Mstep: Class 13 contains 26285 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15006 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 103503 members 
Mstep: Class 18 contains 56022 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 6271 members 
Mstep: Class 23 contains 70327 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 17245 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19379 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 18065 members 
Mstep: Class 31 contains 60556 members 
Mstep: Class 32 contains 23072 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 84302 members 
Mstep: Class 36 contains 76435 members 
Mstep: Class 37 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780936.000000 Penalty: 80824.070312
Iteration 130Q: 37 clusters Score -1.277809e+08 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 13193 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 69274 members 
Mstep: Class 5 contains 64748 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18348 members 
Mstep: Class 9 contains 75011 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 21171 members 
Mstep: Class 13 contains 25438 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15023 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 103851 members 
Mstep: Class 18 contains 56724 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6119 members 
Mstep: Class 22 contains 6270 members 
Mstep: Class 23 contains 70998 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 17248 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19341 members 
Mstep: Class 29 contains 20635 members 
Mstep: Class 30 contains 18053 members 
Mstep: Class 31 contains 60210 members 
Mstep: Class 32 contains 23090 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 84646 members 
Mstep: Class 36 contains 76602 members 
Mstep: Class 37 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780504.000000 Penalty: 80824.070312
Iteration 131Q: 37 clusters Score -1.277805e+08 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 20309 members 
Mstep: Class 4 contains 69094 members 
Mstep: Class 5 contains 64681 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18362 members 
Mstep: Class 9 contains 74905 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 21162 members 
Mstep: Class 13 contains 24628 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15044 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 104258 members 
Mstep: Class 18 contains 57441 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6105 members 
Mstep: Class 22 contains 6272 members 
Mstep: Class 23 contains 71653 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 17249 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19280 members 
Mstep: Class 29 contains 20143 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 59944 members 
Mstep: Class 32 contains 23079 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 84993 members 
Mstep: Class 36 contains 76707 members 
Mstep: Class 37 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779416.000000 Penalty: 80824.070312
Iteration 132Q: 37 clusters Score -1.277794e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 20141 members 
Mstep: Class 4 contains 68898 members 
Mstep: Class 5 contains 64595 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 18396 members 
Mstep: Class 9 contains 74750 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 21143 members 
Mstep: Class 13 contains 23846 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 104653 members 
Mstep: Class 18 contains 58128 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6098 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 72278 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17259 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19255 members 
Mstep: Class 29 contains 19654 members 
Mstep: Class 30 contains 18052 members 
Mstep: Class 31 contains 59613 members 
Mstep: Class 32 contains 23078 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 85377 members 
Mstep: Class 36 contains 76836 members 
Mstep: Class 37 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778496.000000 Penalty: 80824.070312
Iteration 133Q: 37 clusters Score -1.277785e+08 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 13174 members 
Mstep: Class 3 contains 20017 members 
Mstep: Class 4 contains 68715 members 
Mstep: Class 5 contains 64458 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 18431 members 
Mstep: Class 9 contains 74640 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 21118 members 
Mstep: Class 13 contains 23133 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 5783 members 
Mstep: Class 17 contains 104974 members 
Mstep: Class 18 contains 58814 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 72845 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17256 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19198 members 
Mstep: Class 29 contains 19175 members 
Mstep: Class 30 contains 18059 members 
Mstep: Class 31 contains 59277 members 
Mstep: Class 32 contains 23084 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 85777 members 
Mstep: Class 36 contains 76942 members 
Mstep: Class 37 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778088.000000 Penalty: 80824.070312
Iteration 134Q: 37 clusters Score -1.277781e+08 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 19887 members 
Mstep: Class 4 contains 68553 members 
Mstep: Class 5 contains 64348 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 18481 members 
Mstep: Class 9 contains 74527 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 21113 members 
Mstep: Class 13 contains 22487 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15092 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 105332 members 
Mstep: Class 18 contains 59548 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 73353 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17243 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19176 members 
Mstep: Class 29 contains 18640 members 
Mstep: Class 30 contains 18079 members 
Mstep: Class 31 contains 59003 members 
Mstep: Class 32 contains 23101 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 86174 members 
Mstep: Class 36 contains 77001 members 
Mstep: Class 37 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777752.000000 Penalty: 80824.070312
Iteration 135Q: 37 clusters Score -1.277778e+08 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 13168 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 68309 members 
Mstep: Class 5 contains 64266 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 18535 members 
Mstep: Class 9 contains 74406 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 21093 members 
Mstep: Class 13 contains 21878 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 15095 members 
Mstep: Class 16 contains 5786 members 
Mstep: Class 17 contains 105670 members 
Mstep: Class 18 contains 60313 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 6287 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17233 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19165 members 
Mstep: Class 29 contains 18088 members 
Mstep: Class 30 contains 18085 members 
Mstep: Class 31 contains 58745 members 
Mstep: Class 32 contains 23136 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 86584 members 
Mstep: Class 36 contains 77017 members 
Mstep: Class 37 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777864.000000 Penalty: 80824.070312
Iteration 136Q: 37 clusters Score -1.277779e+08 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 13161 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 68098 members 
Mstep: Class 5 contains 64147 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 74332 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 21265 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 15095 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 106010 members 
Mstep: Class 18 contains 61045 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 74370 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17226 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19132 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 18107 members 
Mstep: Class 31 contains 58537 members 
Mstep: Class 32 contains 23157 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 86987 members 
Mstep: Class 36 contains 77030 members 
Mstep: Class 37 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777264.000000 Penalty: 80824.070312
Iteration 137Q: 37 clusters Score -1.277773e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 13156 members 
Mstep: Class 3 contains 19507 members 
Mstep: Class 4 contains 67843 members 
Mstep: Class 5 contains 64096 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 18683 members 
Mstep: Class 9 contains 74258 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 21059 members 
Mstep: Class 13 contains 20666 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 15105 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 17 contains 106402 members 
Mstep: Class 18 contains 61715 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 6287 members 
Mstep: Class 23 contains 74719 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17224 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 16898 members 
Mstep: Class 30 contains 18141 members 
Mstep: Class 31 contains 58387 members 
Mstep: Class 32 contains 23199 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 87370 members 
Mstep: Class 36 contains 77070 members 
Mstep: Class 37 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777136.000000 Penalty: 80824.070312
Iteration 138Q: 37 clusters Score -1.277771e+08 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 13154 members 
Mstep: Class 3 contains 19421 members 
Mstep: Class 4 contains 67621 members 
Mstep: Class 5 contains 64076 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 18707 members 
Mstep: Class 9 contains 74162 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 21041 members 
Mstep: Class 13 contains 20084 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15124 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 106876 members 
Mstep: Class 18 contains 62365 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 74989 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17220 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19073 members 
Mstep: Class 29 contains 16293 members 
Mstep: Class 30 contains 18193 members 
Mstep: Class 31 contains 58297 members 
Mstep: Class 32 contains 23235 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 87717 members 
Mstep: Class 36 contains 77069 members 
Mstep: Class 37 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776872.000000 Penalty: 80824.070312
Iteration 139Q: 37 clusters Score -1.277769e+08 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 13146 members 
Mstep: Class 3 contains 19338 members 
Mstep: Class 4 contains 67465 members 
Mstep: Class 5 contains 64084 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 18784 members 
Mstep: Class 9 contains 74106 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 19534 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 107329 members 
Mstep: Class 18 contains 62965 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 75181 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17210 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 19041 members 
Mstep: Class 29 contains 15657 members 
Mstep: Class 30 contains 18237 members 
Mstep: Class 31 contains 58217 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 88035 members 
Mstep: Class 36 contains 76999 members 
Mstep: Class 37 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776344.000000 Penalty: 80824.070312
Iteration 140F: 37 clusters Score -1.277763e+08 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 13136 members 
Mstep: Class 3 contains 19237 members 
Mstep: Class 4 contains 67375 members 
Mstep: Class 5 contains 64105 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18823 members 
Mstep: Class 9 contains 74025 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 21032 members 
Mstep: Class 13 contains 18965 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 107784 members 
Mstep: Class 18 contains 63516 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 75626 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17209 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18991 members 
Mstep: Class 29 contains 15059 members 
Mstep: Class 30 contains 18266 members 
Mstep: Class 31 contains 57863 members 
Mstep: Class 32 contains 23270 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 88358 members 
Mstep: Class 36 contains 77032 members 
Mstep: Class 37 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775752.000000 Penalty: 80824.070312
Iteration 141Q: 37 clusters Score -1.277758e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 13115 members 
Mstep: Class 3 contains 19144 members 
Mstep: Class 4 contains 67246 members 
Mstep: Class 5 contains 64171 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 18858 members 
Mstep: Class 9 contains 73934 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 21026 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15154 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 108218 members 
Mstep: Class 18 contains 64001 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 6040 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 75965 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 17205 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18961 members 
Mstep: Class 29 contains 14465 members 
Mstep: Class 30 contains 18288 members 
Mstep: Class 31 contains 57567 members 
Mstep: Class 32 contains 23292 members 
Mstep: Class 34 contains 1793 members 
Mstep: Class 35 contains 88718 members 
Mstep: Class 36 contains 77062 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774184.000000 Penalty: 80824.070312
Iteration 142Q: 37 clusters Score -1.277742e+08 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 13106 members 
Mstep: Class 3 contains 19069 members 
Mstep: Class 4 contains 67140 members 
Mstep: Class 5 contains 64186 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 18867 members 
Mstep: Class 9 contains 73814 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 21024 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15153 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 108642 members 
Mstep: Class 18 contains 64525 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 76227 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2739 members 
Mstep: Class 26 contains 17205 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18921 members 
Mstep: Class 29 contains 13885 members 
Mstep: Class 30 contains 18320 members 
Mstep: Class 31 contains 57354 members 
Mstep: Class 32 contains 23314 members 
Mstep: Class 34 contains 1793 members 
Mstep: Class 35 contains 89094 members 
Mstep: Class 36 contains 77078 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772776.000000 Penalty: 80824.070312
Iteration 143Q: 37 clusters Score -1.277728e+08 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 13090 members 
Mstep: Class 3 contains 19012 members 
Mstep: Class 4 contains 67042 members 
Mstep: Class 5 contains 64216 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 18893 members 
Mstep: Class 9 contains 73764 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 21025 members 
Mstep: Class 13 contains 17533 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15158 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 109073 members 
Mstep: Class 18 contains 65013 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 6300 members 
Mstep: Class 23 contains 76515 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 17211 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18874 members 
Mstep: Class 29 contains 13273 members 
Mstep: Class 30 contains 18333 members 
Mstep: Class 31 contains 57127 members 
Mstep: Class 32 contains 23327 members 
Mstep: Class 34 contains 1794 members 
Mstep: Class 35 contains 89405 members 
Mstep: Class 36 contains 77091 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772072.000000 Penalty: 80824.070312
Iteration 144Q: 37 clusters Score -1.277721e+08 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 18979 members 
Mstep: Class 4 contains 66900 members 
Mstep: Class 5 contains 64275 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 18927 members 
Mstep: Class 9 contains 73738 members 
Mstep: Class 10 contains 6092 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 21020 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15168 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 109441 members 
Mstep: Class 18 contains 65529 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 76738 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 17213 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18828 members 
Mstep: Class 29 contains 12691 members 
Mstep: Class 30 contains 18341 members 
Mstep: Class 31 contains 56905 members 
Mstep: Class 32 contains 23338 members 
Mstep: Class 34 contains 1794 members 
Mstep: Class 35 contains 89679 members 
Mstep: Class 36 contains 77105 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771544.000000 Penalty: 80824.070312
Iteration 145Q: 37 clusters Score -1.277715e+08 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 13057 members 
Mstep: Class 3 contains 18961 members 
Mstep: Class 4 contains 66837 members 
Mstep: Class 5 contains 64247 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 18961 members 
Mstep: Class 9 contains 73724 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 21025 members 
Mstep: Class 13 contains 16733 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 109732 members 
Mstep: Class 18 contains 66062 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 6294 members 
Mstep: Class 23 contains 76924 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 17213 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18781 members 
Mstep: Class 29 contains 12100 members 
Mstep: Class 30 contains 18367 members 
Mstep: Class 31 contains 56709 members 
Mstep: Class 32 contains 23334 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 90023 members 
Mstep: Class 36 contains 77083 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770920.000000 Penalty: 80824.070312
Iteration 146Q: 37 clusters Score -1.277709e+08 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 13030 members 
Mstep: Class 3 contains 18928 members 
Mstep: Class 4 contains 66753 members 
Mstep: Class 5 contains 64249 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 19020 members 
Mstep: Class 9 contains 73676 members 
Mstep: Class 10 contains 6079 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 21029 members 
Mstep: Class 13 contains 16366 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 109952 members 
Mstep: Class 18 contains 66590 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6016 members 
Mstep: Class 22 contains 6298 members 
Mstep: Class 23 contains 77106 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 17204 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18747 members 
Mstep: Class 29 contains 11563 members 
Mstep: Class 30 contains 18406 members 
Mstep: Class 31 contains 56508 members 
Mstep: Class 32 contains 23333 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 90341 members 
Mstep: Class 36 contains 77141 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770616.000000 Penalty: 80824.070312
Iteration 147Q: 37 clusters Score -1.277706e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 13001 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 66689 members 
Mstep: Class 5 contains 64256 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 19059 members 
Mstep: Class 9 contains 73632 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 21055 members 
Mstep: Class 13 contains 16023 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15220 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 110138 members 
Mstep: Class 18 contains 67111 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6016 members 
Mstep: Class 22 contains 6293 members 
Mstep: Class 23 contains 77264 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 17191 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18721 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 18425 members 
Mstep: Class 31 contains 56339 members 
Mstep: Class 32 contains 23336 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 90670 members 
Mstep: Class 36 contains 77132 members 
Mstep: Class 37 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769512.000000 Penalty: 80824.070312
Iteration 148Q: 37 clusters Score -1.277695e+08 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 12984 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 66675 members 
Mstep: Class 5 contains 64229 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 19075 members 
Mstep: Class 9 contains 73596 members 
Mstep: Class 10 contains 6070 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 21069 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15231 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 110285 members 
Mstep: Class 18 contains 67580 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 77419 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2734 members 
Mstep: Class 26 contains 17181 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18723 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 18434 members 
Mstep: Class 31 contains 56134 members 
Mstep: Class 32 contains 23338 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 90990 members 
Mstep: Class 36 contains 77173 members 
Mstep: Class 37 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768856.000000 Penalty: 80824.070312
Iteration 149Q: 37 clusters Score -1.277689e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 12962 members 
Mstep: Class 3 contains 18858 members 
Mstep: Class 4 contains 66607 members 
Mstep: Class 5 contains 64223 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 19120 members 
Mstep: Class 9 contains 73564 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 15438 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 15249 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 110377 members 
Mstep: Class 18 contains 68059 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 6297 members 
Mstep: Class 23 contains 77546 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 17175 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18726 members 
Mstep: Class 29 contains 10085 members 
Mstep: Class 30 contains 18434 members 
Mstep: Class 31 contains 55931 members 
Mstep: Class 32 contains 23319 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 91339 members 
Mstep: Class 36 contains 77249 members 
Mstep: Class 37 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768184.000000 Penalty: 80824.070312
Iteration 150Q: 37 clusters Score -1.277682e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 18828 members 
Mstep: Class 4 contains 66560 members 
Mstep: Class 5 contains 64266 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 19180 members 
Mstep: Class 9 contains 73562 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21099 members 
Mstep: Class 13 contains 15161 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 110445 members 
Mstep: Class 18 contains 68489 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 77654 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 17156 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18731 members 
Mstep: Class 29 contains 9632 members 
Mstep: Class 30 contains 18432 members 
Mstep: Class 31 contains 55722 members 
Mstep: Class 32 contains 23312 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 91611 members 
Mstep: Class 36 contains 77340 members 
Mstep: Class 37 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767784.000000 Penalty: 80824.070312
Iteration 151Q: 37 clusters Score -1.277678e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 12942 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 66529 members 
Mstep: Class 5 contains 64350 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 19237 members 
Mstep: Class 9 contains 73596 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21101 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15296 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 110493 members 
Mstep: Class 18 contains 68908 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5992 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 77748 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 17149 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18723 members 
Mstep: Class 29 contains 9174 members 
Mstep: Class 30 contains 18437 members 
Mstep: Class 31 contains 55516 members 
Mstep: Class 32 contains 23305 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 91864 members 
Mstep: Class 36 contains 77479 members 
Mstep: Class 37 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767504.000000 Penalty: 80824.070312
Iteration 152Q: 37 clusters Score -1.277675e+08 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 12928 members 
Mstep: Class 3 contains 18822 members 
Mstep: Class 4 contains 66588 members 
Mstep: Class 5 contains 64444 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 19320 members 
Mstep: Class 9 contains 73628 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 21099 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 15324 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 110495 members 
Mstep: Class 18 contains 69272 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 6300 members 
Mstep: Class 23 contains 77900 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 17130 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18709 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 18443 members 
Mstep: Class 31 contains 55354 members 
Mstep: Class 32 contains 23295 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 92088 members 
Mstep: Class 36 contains 77544 members 
Mstep: Class 37 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767424.000000 Penalty: 80824.070312
Iteration 153Q: 37 clusters Score -1.277674e+08 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 18806 members 
Mstep: Class 4 contains 66664 members 
Mstep: Class 5 contains 64520 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 73645 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 21103 members 
Mstep: Class 13 contains 14248 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 110440 members 
Mstep: Class 18 contains 69658 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 77972 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 17118 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18704 members 
Mstep: Class 29 contains 8339 members 
Mstep: Class 30 contains 18439 members 
Mstep: Class 31 contains 55279 members 
Mstep: Class 32 contains 23285 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 92367 members 
Mstep: Class 36 contains 77649 members 
Mstep: Class 37 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767224.000000 Penalty: 80824.070312
Iteration 154Q: 37 clusters Score -1.277672e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 12894 members 
Mstep: Class 3 contains 18803 members 
Mstep: Class 4 contains 66712 members 
Mstep: Class 5 contains 64600 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 19475 members 
Mstep: Class 9 contains 73670 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 21121 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 15371 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 110333 members 
Mstep: Class 18 contains 70042 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 6325 members 
Mstep: Class 23 contains 78105 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2729 members 
Mstep: Class 26 contains 17096 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18701 members 
Mstep: Class 29 contains 7963 members 
Mstep: Class 30 contains 18428 members 
Mstep: Class 31 contains 55183 members 
Mstep: Class 32 contains 23269 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 92649 members 
Mstep: Class 36 contains 77715 members 
Mstep: Class 37 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766792.000000 Penalty: 80824.070312
Iteration 155Q: 37 clusters Score -1.277668e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 18806 members 
Mstep: Class 4 contains 66785 members 
Mstep: Class 5 contains 64686 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8025 members 
Mstep: Class 8 contains 19548 members 
Mstep: Class 9 contains 73709 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 21131 members 
Mstep: Class 13 contains 13610 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 15394 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 110144 members 
Mstep: Class 18 contains 70375 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5961 members 
Mstep: Class 22 contains 6330 members 
Mstep: Class 23 contains 78208 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 17090 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18700 members 
Mstep: Class 29 contains 7617 members 
Mstep: Class 30 contains 18431 members 
Mstep: Class 31 contains 55092 members 
Mstep: Class 32 contains 23255 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 92936 members 
Mstep: Class 36 contains 77783 members 
Mstep: Class 37 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766992.000000 Penalty: 80824.070312
Iteration 156Q: 37 clusters Score -1.27767e+08 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 18802 members 
Mstep: Class 4 contains 66949 members 
Mstep: Class 5 contains 64772 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 19620 members 
Mstep: Class 9 contains 73740 members 
Mstep: Class 10 contains 6045 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 21138 members 
Mstep: Class 13 contains 13309 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 15413 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 109955 members 
Mstep: Class 18 contains 70631 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 78299 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2727 members 
Mstep: Class 26 contains 17083 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18690 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 18437 members 
Mstep: Class 31 contains 55010 members 
Mstep: Class 32 contains 23254 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 93219 members 
Mstep: Class 36 contains 77853 members 
Mstep: Class 37 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766936.000000 Penalty: 80824.070312
Iteration 157Q: 37 clusters Score -1.277669e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 18800 members 
Mstep: Class 4 contains 67049 members 
Mstep: Class 5 contains 64902 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8018 members 
Mstep: Class 8 contains 19665 members 
Mstep: Class 9 contains 73798 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 21141 members 
Mstep: Class 13 contains 12986 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 109738 members 
Mstep: Class 18 contains 70878 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 78363 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18679 members 
Mstep: Class 29 contains 6950 members 
Mstep: Class 30 contains 18445 members 
Mstep: Class 31 contains 54980 members 
Mstep: Class 32 contains 23231 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 93500 members 
Mstep: Class 36 contains 77897 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127766864.000000 Penalty: 80824.070312
Iteration 158Q: 37 clusters Score -1.277669e+08 nChanged 4674
Entering ConstructFrom: 
Score: -127766864.000000 Penalty: 80824.070312
Entering ConstructFrom: 
Trying to split cluster 1 (71861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Entering Unmasked Estep 
Score: -9538486.000000 Penalty: 1817.154541
	Iteration 0F: 2 clusters Score -9538486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -9492456.000000 Penalty: 3634.309082
	Iteration 0F: 3 clusters Score -9492456 nChanged 34211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -9512526.000000 Penalty: 3634.309082
	Iteration 1F: 3 clusters Score -9512526 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -9513610.000000 Penalty: 3634.309082
	Iteration 2Q: 3 clusters Score -9513610 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -9515363.000000 Penalty: 3634.309082
	Iteration 3Q: 3 clusters Score -9515363 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -9517780.000000 Penalty: 3634.309082
	Iteration 4F: 3 clusters Score -9517780 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9521167.000000 Penalty: 3634.309082
	Iteration 5F: 3 clusters Score -9521167 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -9525535.000000 Penalty: 3634.309082
	Iteration 6F: 3 clusters Score -9525535 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -9529432.000000 Penalty: 3634.309082
	Iteration 7F: 3 clusters Score -9529432 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -9531921.000000 Penalty: 3634.309082
	Iteration 8Q: 3 clusters Score -9531921 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -9533287.000000 Penalty: 3634.309082
	Iteration 9Q: 3 clusters Score -9533287 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -9534216.000000 Penalty: 3634.309082
	Iteration 10Q: 3 clusters Score -9534216 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -9535004.000000 Penalty: 3634.309082
	Iteration 11Q: 3 clusters Score -9535004 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -9535683.000000 Penalty: 3634.309082
	Iteration 12Q: 3 clusters Score -9535683 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -9536395.000000 Penalty: 3634.309082
	Iteration 13Q: 3 clusters Score -9536395 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -9537010.000000 Penalty: 3634.309082
	Iteration 14Q: 3 clusters Score -9537010 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -9537350.000000 Penalty: 3634.309082
	Iteration 15Q: 3 clusters Score -9537350 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9537562.000000 Penalty: 3634.309082
	Iteration 16Q: 3 clusters Score -9537562 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -9537672.000000 Penalty: 3634.309082
	Iteration 17Q: 3 clusters Score -9537672 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -9537737.000000 Penalty: 3634.309082
	Iteration 18Q: 3 clusters Score -9537737 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9537748.000000 Penalty: 3634.309082
	Iteration 19Q: 3 clusters Score -9537748 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -9537831.000000 Penalty: 3634.309082
	Iteration 20F: 3 clusters Score -9537831 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -9537862.000000 Penalty: 3634.309082
	Iteration 21Q: 3 clusters Score -9537862 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -9537882.000000 Penalty: 3634.309082
	Iteration 22Q: 3 clusters Score -9537882 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -9537866.000000 Penalty: 3634.309082
	Iteration 23Q: 3 clusters Score -9537866 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9537829.000000 Penalty: 3634.309082
	Iteration 24Q: 3 clusters Score -9537829 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -9537850.000000 Penalty: 3634.309082
	Iteration 25Q: 3 clusters Score -9537850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9537849.000000 Penalty: 3634.309082
	Iteration 26Q: 3 clusters Score -9537849 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -9537823.000000 Penalty: 3634.309082
	Iteration 27Q: 3 clusters Score -9537823 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9537854.000000 Penalty: 3634.309082
	Iteration 28Q: 3 clusters Score -9537854 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -9537825.000000 Penalty: 3634.309082
	Iteration 29Q: 3 clusters Score -9537825 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -9537819.000000 Penalty: 3634.309082
	Iteration 30Q: 3 clusters Score -9537819 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -9537820.000000 Penalty: 3634.309082
	Iteration 31Q: 3 clusters Score -9537820 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -9537835.000000 Penalty: 3634.309082
	Iteration 32Q: 3 clusters Score -9537835 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -9537840.000000 Penalty: 3634.309082
	Iteration 33Q: 3 clusters Score -9537840 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -9537801.000000 Penalty: 3634.309082
	Iteration 34Q: 3 clusters Score -9537801 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -9537807.000000 Penalty: 3634.309082
	Iteration 35Q: 3 clusters Score -9537807 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -9537828.000000 Penalty: 3634.309082
	Iteration 36Q: 3 clusters Score -9537828 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -9537815.000000 Penalty: 3634.309082
	Iteration 37Q: 3 clusters Score -9537815 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9537844.000000 Penalty: 3634.309082
	Iteration 38Q: 3 clusters Score -9537844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -9537829.000000 Penalty: 3634.309082
	Iteration 39Q: 3 clusters Score -9537829 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -9537826.000000 Penalty: 3634.309082
	Iteration 40F: 3 clusters Score -9537826 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -9537806.000000 Penalty: 3634.309082
	Iteration 41Q: 3 clusters Score -9537806 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -9537785.000000 Penalty: 3634.309082
	Iteration 42Q: 3 clusters Score -9537785 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -9537835.000000 Penalty: 3634.309082
	Iteration 43Q: 3 clusters Score -9537835 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -9537835.000000 Penalty: 3634.309082
	Iteration 44Q: 3 clusters Score -9537835 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -9537779.000000 Penalty: 3634.309082
	Iteration 45Q: 3 clusters Score -9537779 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -9537776.000000 Penalty: 3634.309082
	Iteration 46Q: 3 clusters Score -9537776 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -9537759.000000 Penalty: 3634.309082
	Iteration 47Q: 3 clusters Score -9537759 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -9537784.000000 Penalty: 3634.309082
	Iteration 48Q: 3 clusters Score -9537784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -9537755.000000 Penalty: 3634.309082
	Iteration 49Q: 3 clusters Score -9537755 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -9537752.000000 Penalty: 3634.309082
	Iteration 50Q: 3 clusters Score -9537752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -9537736.000000 Penalty: 3634.309082
	Iteration 51Q: 3 clusters Score -9537736 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -9537751.000000 Penalty: 3634.309082
	Iteration 52Q: 3 clusters Score -9537751 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -9537726.000000 Penalty: 3634.309082
	Iteration 53Q: 3 clusters Score -9537726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -9537733.000000 Penalty: 3634.309082
	Iteration 54Q: 3 clusters Score -9537733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -9537731.000000 Penalty: 3634.309082
	Iteration 55Q: 3 clusters Score -9537731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -9537728.000000 Penalty: 3634.309082
	Iteration 56Q: 3 clusters Score -9537728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -9537737.000000 Penalty: 3634.309082
	Iteration 57Q: 3 clusters Score -9537737 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -9537749.000000 Penalty: 3634.309082
	Iteration 58Q: 3 clusters Score -9537749 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -9537757.000000 Penalty: 3634.309082
	Iteration 59Q: 3 clusters Score -9537757 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -9537730.000000 Penalty: 3634.309082
	Iteration 60F: 3 clusters Score -9537730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -9537731.000000 Penalty: 3634.309082
	Iteration 61Q: 3 clusters Score -9537731 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -9537727.000000 Penalty: 3634.309082
	Iteration 62Q: 3 clusters Score -9537727 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -9537737.000000 Penalty: 3634.309082
	Iteration 63Q: 3 clusters Score -9537737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -9537714.000000 Penalty: 3634.309082
	Iteration 64Q: 3 clusters Score -9537714 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -9537726.000000 Penalty: 3634.309082
	Iteration 65Q: 3 clusters Score -9537726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -9537658.000000 Penalty: 3634.309082
	Iteration 66Q: 3 clusters Score -9537658 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9537676.000000 Penalty: 3634.309082
	Iteration 67Q: 3 clusters Score -9537676 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -9537668.000000 Penalty: 3634.309082
	Iteration 68Q: 3 clusters Score -9537668 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -9537661.000000 Penalty: 3634.309082
	Iteration 69Q: 3 clusters Score -9537661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -9537659.000000 Penalty: 3634.309082
	Iteration 70Q: 3 clusters Score -9537659 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -9537650.000000 Penalty: 3634.309082
	Iteration 71Q: 3 clusters Score -9537650 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -9537636.000000 Penalty: 3634.309082
	Iteration 72Q: 3 clusters Score -9537636 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -9537594.000000 Penalty: 3634.309082
	Iteration 73Q: 3 clusters Score -9537594 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -9537600.000000 Penalty: 3634.309082
	Iteration 74Q: 3 clusters Score -9537600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -9537612.000000 Penalty: 3634.309082
	Iteration 75Q: 3 clusters Score -9537612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9537620.000000 Penalty: 3634.309082
	Iteration 76Q: 3 clusters Score -9537620 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -9537645.000000 Penalty: 3634.309082
	Iteration 77Q: 3 clusters Score -9537645 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -9537669.000000 Penalty: 3634.309082
	Iteration 78Q: 3 clusters Score -9537669 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -9537682.000000 Penalty: 3634.309082
	Iteration 79Q: 3 clusters Score -9537682 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -9537670.000000 Penalty: 3634.309082
	Iteration 80F: 3 clusters Score -9537670 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -9537676.000000 Penalty: 3634.309082
	Iteration 81Q: 3 clusters Score -9537676 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -9537656.000000 Penalty: 3634.309082
	Iteration 82Q: 3 clusters Score -9537656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -9537646.000000 Penalty: 3634.309082
	Iteration 83Q: 3 clusters Score -9537646 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -9537621.000000 Penalty: 3634.309082
	Iteration 84Q: 3 clusters Score -9537621 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9537646.000000 Penalty: 3634.309082
	Iteration 85Q: 3 clusters Score -9537646 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -9537624.000000 Penalty: 3634.309082
	Iteration 86Q: 3 clusters Score -9537624 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -9537645.000000 Penalty: 3634.309082
	Iteration 87Q: 3 clusters Score -9537645 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -9537624.000000 Penalty: 3634.309082
	Iteration 88Q: 3 clusters Score -9537624 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -9537642.000000 Penalty: 3634.309082
	Iteration 89Q: 3 clusters Score -9537642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -9537646.000000 Penalty: 3634.309082
	Iteration 90Q: 3 clusters Score -9537646 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -9537618.000000 Penalty: 3634.309082
	Iteration 91Q: 3 clusters Score -9537618 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -9537639.000000 Penalty: 3634.309082
	Iteration 92Q: 3 clusters Score -9537639 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -9537599.000000 Penalty: 3634.309082
	Iteration 93Q: 3 clusters Score -9537599 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -9537628.000000 Penalty: 3634.309082
	Iteration 94Q: 3 clusters Score -9537628 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -9537653.000000 Penalty: 3634.309082
	Iteration 95Q: 3 clusters Score -9537653 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -9537636.000000 Penalty: 3634.309082
	Iteration 96Q: 3 clusters Score -9537636 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -9537661.000000 Penalty: 3634.309082
	Iteration 97Q: 3 clusters Score -9537661 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -9537674.000000 Penalty: 3634.309082
	Iteration 98Q: 3 clusters Score -9537674 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -9537667.000000 Penalty: 3634.309082
	Iteration 99Q: 3 clusters Score -9537667 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -9537669.000000 Penalty: 3634.309082
	Iteration 100F: 3 clusters Score -9537669 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -9537613.000000 Penalty: 3634.309082
	Iteration 101Q: 3 clusters Score -9537613 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -9537675.000000 Penalty: 3634.309082
	Iteration 102Q: 3 clusters Score -9537675 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -9537672.000000 Penalty: 3634.309082
	Iteration 103Q: 3 clusters Score -9537672 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -9537622.000000 Penalty: 3634.309082
	Iteration 104Q: 3 clusters Score -9537622 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -9537652.000000 Penalty: 3634.309082
	Iteration 105Q: 3 clusters Score -9537652 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -9537683.000000 Penalty: 3634.309082
	Iteration 106Q: 3 clusters Score -9537683 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -9537665.000000 Penalty: 3634.309082
	Iteration 107Q: 3 clusters Score -9537665 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -9537653.000000 Penalty: 3634.309082
	Iteration 108Q: 3 clusters Score -9537653 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -9537660.000000 Penalty: 3634.309082
	Iteration 109Q: 3 clusters Score -9537660 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -9537713.000000 Penalty: 3634.309082
	Iteration 110Q: 3 clusters Score -9537713 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -9537722.000000 Penalty: 3634.309082
	Iteration 111Q: 3 clusters Score -9537722 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -9537732.000000 Penalty: 3634.309082
	Iteration 112Q: 3 clusters Score -9537732 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -9537752.000000 Penalty: 3634.309082
	Iteration 113Q: 3 clusters Score -9537752 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -9537790.000000 Penalty: 3634.309082
	Iteration 114Q: 3 clusters Score -9537790 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -9537756.000000 Penalty: 3634.309082
	Iteration 115Q: 3 clusters Score -9537756 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -9537745.000000 Penalty: 3634.309082
	Iteration 116Q: 3 clusters Score -9537745 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -9537753.000000 Penalty: 3634.309082
	Iteration 117Q: 3 clusters Score -9537753 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -9537770.000000 Penalty: 3634.309082
	Iteration 118Q: 3 clusters Score -9537770 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -9537759.000000 Penalty: 3634.309082
	Iteration 119Q: 3 clusters Score -9537759 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -9537774.000000 Penalty: 3634.309082
	Iteration 120F: 3 clusters Score -9537774 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -9537786.000000 Penalty: 3634.309082
	Iteration 121Q: 3 clusters Score -9537786 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -9537752.000000 Penalty: 3634.309082
	Iteration 122Q: 3 clusters Score -9537752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -9537757.000000 Penalty: 3634.309082
	Iteration 123Q: 3 clusters Score -9537757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -9537778.000000 Penalty: 3634.309082
	Iteration 124Q: 3 clusters Score -9537778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -9537785.000000 Penalty: 3634.309082
	Iteration 125Q: 3 clusters Score -9537785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -9537784.000000 Penalty: 3634.309082
	Iteration 126Q: 3 clusters Score -9537784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -9537781.000000 Penalty: 3634.309082
	Iteration 127Q: 3 clusters Score -9537781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -9537783.000000 Penalty: 3634.309082
	Iteration 128Q: 3 clusters Score -9537783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -9537784.000000 Penalty: 3634.309082
	Iteration 129Q: 3 clusters Score -9537784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -9537795.000000 Penalty: 3634.309082
	Iteration 130Q: 3 clusters Score -9537795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -9537798.000000 Penalty: 3634.309082
	Iteration 131Q: 3 clusters Score -9537798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -9537795.000000 Penalty: 3634.309082
	Iteration 132Q: 3 clusters Score -9537795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -9537786.000000 Penalty: 3634.309082
	Iteration 133Q: 3 clusters Score -9537786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -9537804.000000 Penalty: 3634.309082
	Iteration 134Q: 3 clusters Score -9537804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -9537797.000000 Penalty: 3634.309082
	Iteration 135Q: 3 clusters Score -9537797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -9537793.000000 Penalty: 3634.309082
	Iteration 136Q: 3 clusters Score -9537793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -9537795.000000 Penalty: 3634.309082
	Iteration 137Q: 3 clusters Score -9537795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -9537798.000000 Penalty: 3634.309082
	Iteration 138Q: 3 clusters Score -9537798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -9537792.000000 Penalty: 3634.309082
	Iteration 139Q: 3 clusters Score -9537792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -9537792.000000 Penalty: 3634.309082
	Iteration 140F: 3 clusters Score -9537792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -1518953.000000 Penalty: 1537.365356
	Iteration 0F: 2 clusters Score -1518953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1510101.875000 Penalty: 3074.730713
	Iteration 0F: 3 clusters Score -1510102 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1513276.750000 Penalty: 3074.730713
	Iteration 1F: 3 clusters Score -1513277 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1513870.125000 Penalty: 3074.730713
	Iteration 2F: 3 clusters Score -1513870 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1514488.375000 Penalty: 3074.730713
	Iteration 3F: 3 clusters Score -1514488 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1515020.125000 Penalty: 3074.730713
	Iteration 4F: 3 clusters Score -1515020 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1515439.625000 Penalty: 3074.730713
	Iteration 5F: 3 clusters Score -1515440 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1515763.750000 Penalty: 3074.730713
	Iteration 6Q: 3 clusters Score -1515764 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1516001.000000 Penalty: 3074.730713
	Iteration 7Q: 3 clusters Score -1516001 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1516140.000000 Penalty: 3074.730713
	Iteration 8Q: 3 clusters Score -1516140 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1516233.750000 Penalty: 3074.730713
	Iteration 9Q: 3 clusters Score -1516234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1516291.375000 Penalty: 3074.730713
	Iteration 10Q: 3 clusters Score -1516291 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1516339.500000 Penalty: 3074.730713
	Iteration 11Q: 3 clusters Score -1516340 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1516375.125000 Penalty: 3074.730713
	Iteration 12Q: 3 clusters Score -1516375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1516404.000000 Penalty: 3074.730713
	Iteration 13Q: 3 clusters Score -1516404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1516429.375000 Penalty: 3074.730713
	Iteration 14Q: 3 clusters Score -1516429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1516446.625000 Penalty: 3074.730713
	Iteration 15Q: 3 clusters Score -1516447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1516459.500000 Penalty: 3074.730713
	Iteration 16Q: 3 clusters Score -1516460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1516478.250000 Penalty: 3074.730713
	Iteration 17Q: 3 clusters Score -1516478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1516492.125000 Penalty: 3074.730713
	Iteration 18Q: 3 clusters Score -1516492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1516514.750000 Penalty: 3074.730713
	Iteration 19Q: 3 clusters Score -1516515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1516530.625000 Penalty: 3074.730713
	Iteration 20F: 3 clusters Score -1516531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1516538.625000 Penalty: 3074.730713
	Iteration 21Q: 3 clusters Score -1516539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1516552.875000 Penalty: 3074.730713
	Iteration 22Q: 3 clusters Score -1516553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1516568.000000 Penalty: 3074.730713
	Iteration 23Q: 3 clusters Score -1516568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1516584.750000 Penalty: 3074.730713
	Iteration 24Q: 3 clusters Score -1516585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1516596.000000 Penalty: 3074.730713
	Iteration 25Q: 3 clusters Score -1516596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1516606.000000 Penalty: 3074.730713
	Iteration 26Q: 3 clusters Score -1516606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1516630.250000 Penalty: 3074.730713
	Iteration 27Q: 3 clusters Score -1516630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1516640.625000 Penalty: 3074.730713
	Iteration 28Q: 3 clusters Score -1516641 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1516652.750000 Penalty: 3074.730713
	Iteration 29Q: 3 clusters Score -1516653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1516665.125000 Penalty: 3074.730713
	Iteration 30Q: 3 clusters Score -1516665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1516683.375000 Penalty: 3074.730713
	Iteration 31Q: 3 clusters Score -1516683 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1516707.750000 Penalty: 3074.730713
	Iteration 32Q: 3 clusters Score -1516708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1516752.625000 Penalty: 3074.730713
	Iteration 33Q: 3 clusters Score -1516753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1516813.500000 Penalty: 3074.730713
	Iteration 34Q: 3 clusters Score -1516814 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1516875.750000 Penalty: 3074.730713
	Iteration 35Q: 3 clusters Score -1516876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1516955.250000 Penalty: 3074.730713
	Iteration 36Q: 3 clusters Score -1516955 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1517035.375000 Penalty: 3074.730713
	Iteration 37Q: 3 clusters Score -1517035 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1517117.750000 Penalty: 3074.730713
	Iteration 38Q: 3 clusters Score -1517118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1517201.875000 Penalty: 3074.730713
	Iteration 39Q: 3 clusters Score -1517202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1517296.750000 Penalty: 3074.730713
	Iteration 40F: 3 clusters Score -1517297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1517369.500000 Penalty: 3074.730713
	Iteration 41Q: 3 clusters Score -1517370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1517434.250000 Penalty: 3074.730713
	Iteration 42Q: 3 clusters Score -1517434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1517508.500000 Penalty: 3074.730713
	Iteration 43Q: 3 clusters Score -1517508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1517584.750000 Penalty: 3074.730713
	Iteration 44Q: 3 clusters Score -1517585 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1517654.000000 Penalty: 3074.730713
	Iteration 45Q: 3 clusters Score -1517654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1517728.875000 Penalty: 3074.730713
	Iteration 46Q: 3 clusters Score -1517729 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1517803.125000 Penalty: 3074.730713
	Iteration 47Q: 3 clusters Score -1517803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1517874.875000 Penalty: 3074.730713
	Iteration 48Q: 3 clusters Score -1517875 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1517935.375000 Penalty: 3074.730713
	Iteration 49Q: 3 clusters Score -1517935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1518009.625000 Penalty: 3074.730713
	Iteration 50Q: 3 clusters Score -1518010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1518066.125000 Penalty: 3074.730713
	Iteration 51Q: 3 clusters Score -1518066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1518127.250000 Penalty: 3074.730713
	Iteration 52Q: 3 clusters Score -1518127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1518178.000000 Penalty: 3074.730713
	Iteration 53Q: 3 clusters Score -1518178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1518210.750000 Penalty: 3074.730713
	Iteration 54Q: 3 clusters Score -1518211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1518236.875000 Penalty: 3074.730713
	Iteration 55Q: 3 clusters Score -1518237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1518257.250000 Penalty: 3074.730713
	Iteration 56Q: 3 clusters Score -1518257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1518270.000000 Penalty: 3074.730713
	Iteration 57Q: 3 clusters Score -1518270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1518275.625000 Penalty: 3074.730713
	Iteration 58Q: 3 clusters Score -1518276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1518289.000000 Penalty: 3074.730713
	Iteration 59Q: 3 clusters Score -1518289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1518296.250000 Penalty: 3074.730713
	Iteration 60F: 3 clusters Score -1518296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1518310.000000 Penalty: 3074.730713
	Iteration 61Q: 3 clusters Score -1518310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1518318.875000 Penalty: 3074.730713
	Iteration 62Q: 3 clusters Score -1518319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1518328.625000 Penalty: 3074.730713
	Iteration 63Q: 3 clusters Score -1518329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1518329.875000 Penalty: 3074.730713
	Iteration 64Q: 3 clusters Score -1518330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1518335.000000 Penalty: 3074.730713
	Iteration 65Q: 3 clusters Score -1518335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1518339.250000 Penalty: 3074.730713
	Iteration 66Q: 3 clusters Score -1518339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1518342.250000 Penalty: 3074.730713
	Iteration 67Q: 3 clusters Score -1518342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1518348.875000 Penalty: 3074.730713
	Iteration 68Q: 3 clusters Score -1518349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1518351.625000 Penalty: 3074.730713
	Iteration 69Q: 3 clusters Score -1518352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1518355.000000 Penalty: 3074.730713
	Iteration 70Q: 3 clusters Score -1518355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1518360.625000 Penalty: 3074.730713
	Iteration 71Q: 3 clusters Score -1518361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1518362.000000 Penalty: 3074.730713
	Iteration 72Q: 3 clusters Score -1518362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1518365.000000 Penalty: 3074.730713
	Iteration 73Q: 3 clusters Score -1518365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1518366.750000 Penalty: 3074.730713
	Iteration 74Q: 3 clusters Score -1518367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1518367.000000 Penalty: 3074.730713
	Iteration 75Q: 3 clusters Score -1518367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1518371.625000 Penalty: 3074.730713
	Iteration 76Q: 3 clusters Score -1518372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1518377.625000 Penalty: 3074.730713
	Iteration 77Q: 3 clusters Score -1518378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1518375.875000 Penalty: 3074.730713
	Iteration 78Q: 3 clusters Score -1518376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1518379.750000 Penalty: 3074.730713
	Iteration 79Q: 3 clusters Score -1518380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1518379.750000 Penalty: 3074.730713
	Iteration 80F: 3 clusters Score -1518380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1518381.125000 Penalty: 3074.730713
	Iteration 81Q: 3 clusters Score -1518381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1518387.750000 Penalty: 3074.730713
	Iteration 82Q: 3 clusters Score -1518388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1518394.125000 Penalty: 3074.730713
	Iteration 83Q: 3 clusters Score -1518394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1518396.250000 Penalty: 3074.730713
	Iteration 84Q: 3 clusters Score -1518396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1518399.500000 Penalty: 3074.730713
	Iteration 85Q: 3 clusters Score -1518400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1518399.125000 Penalty: 3074.730713
	Iteration 86Q: 3 clusters Score -1518399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1518400.750000 Penalty: 3074.730713
	Iteration 87Q: 3 clusters Score -1518401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1518402.625000 Penalty: 3074.730713
	Iteration 88Q: 3 clusters Score -1518403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1518404.250000 Penalty: 3074.730713
	Iteration 89Q: 3 clusters Score -1518404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1518404.000000 Penalty: 3074.730713
	Iteration 90Q: 3 clusters Score -1518404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1518404.000000 Penalty: 3074.730713
	Iteration 91F: 3 clusters Score -1518404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Entering Unmasked Estep 
Score: -2427227.750000 Penalty: 1599.244751
	Iteration 0F: 2 clusters Score -2427228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2414431.750000 Penalty: 3198.489502
	Iteration 0F: 3 clusters Score -2414432 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2418867.500000 Penalty: 3198.489502
	Iteration 1F: 3 clusters Score -2418868 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2419170.750000 Penalty: 3198.489502
	Iteration 2Q: 3 clusters Score -2419171 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2419441.500000 Penalty: 3198.489502
	Iteration 3Q: 3 clusters Score -2419442 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2419700.000000 Penalty: 3198.489502
	Iteration 4Q: 3 clusters Score -2419700 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2420033.250000 Penalty: 3198.489502
	Iteration 5Q: 3 clusters Score -2420033 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2420464.250000 Penalty: 3198.489502
	Iteration 6Q: 3 clusters Score -2420464 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2421057.750000 Penalty: 3198.489502
	Iteration 7F: 3 clusters Score -2421058 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2421876.500000 Penalty: 3198.489502
	Iteration 8F: 3 clusters Score -2421876 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2422816.250000 Penalty: 3198.489502
	Iteration 9F: 3 clusters Score -2422816 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2423806.000000 Penalty: 3198.489502
	Iteration 10F: 3 clusters Score -2423806 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2424680.500000 Penalty: 3198.489502
	Iteration 11Q: 3 clusters Score -2424680 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2425184.000000 Penalty: 3198.489502
	Iteration 12Q: 3 clusters Score -2425184 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2425441.750000 Penalty: 3198.489502
	Iteration 13Q: 3 clusters Score -2425442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2425581.250000 Penalty: 3198.489502
	Iteration 14Q: 3 clusters Score -2425581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2425673.000000 Penalty: 3198.489502
	Iteration 15Q: 3 clusters Score -2425673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2425746.750000 Penalty: 3198.489502
	Iteration 16Q: 3 clusters Score -2425747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2425784.500000 Penalty: 3198.489502
	Iteration 17Q: 3 clusters Score -2425784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2425811.500000 Penalty: 3198.489502
	Iteration 18Q: 3 clusters Score -2425812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2425825.000000 Penalty: 3198.489502
	Iteration 19Q: 3 clusters Score -2425825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2425830.500000 Penalty: 3198.489502
	Iteration 20F: 3 clusters Score -2425830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2425835.000000 Penalty: 3198.489502
	Iteration 21Q: 3 clusters Score -2425835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2425841.250000 Penalty: 3198.489502
	Iteration 22Q: 3 clusters Score -2425841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2425845.500000 Penalty: 3198.489502
	Iteration 23Q: 3 clusters Score -2425846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2425846.500000 Penalty: 3198.489502
	Iteration 24Q: 3 clusters Score -2425846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2425851.000000 Penalty: 3198.489502
	Iteration 25Q: 3 clusters Score -2425851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2425852.750000 Penalty: 3198.489502
	Iteration 26Q: 3 clusters Score -2425853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2425854.500000 Penalty: 3198.489502
	Iteration 27Q: 3 clusters Score -2425854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2425854.500000 Penalty: 3198.489502
	Iteration 28Q: 3 clusters Score -2425854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2425854.500000 Penalty: 3198.489502
	Iteration 29F: 3 clusters Score -2425854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Entering Unmasked Estep 
Score: -8916078.000000 Penalty: 1806.150757
	Iteration 0F: 2 clusters Score -8916078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8872089.000000 Penalty: 3612.301514
	Iteration 0F: 3 clusters Score -8872089 nChanged 31792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8890240.000000 Penalty: 3612.301514
	Iteration 1F: 3 clusters Score -8890240 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -8890929.000000 Penalty: 3612.301514
	Iteration 2Q: 3 clusters Score -8890929 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -8892009.000000 Penalty: 3612.301514
	Iteration 3Q: 3 clusters Score -8892009 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -8893504.000000 Penalty: 3612.301514
	Iteration 4F: 3 clusters Score -8893504 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8895628.000000 Penalty: 3612.301514
	Iteration 5F: 3 clusters Score -8895628 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -8898566.000000 Penalty: 3612.301514
	Iteration 6F: 3 clusters Score -8898566 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -8902534.000000 Penalty: 3612.301514
	Iteration 7F: 3 clusters Score -8902534 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -8906812.000000 Penalty: 3612.301514
	Iteration 8F: 3 clusters Score -8906812 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -8910517.000000 Penalty: 3612.301514
	Iteration 9F: 3 clusters Score -8910517 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8912721.000000 Penalty: 3612.301514
	Iteration 10Q: 3 clusters Score -8912721 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8913819.000000 Penalty: 3612.301514
	Iteration 11Q: 3 clusters Score -8913819 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8914199.000000 Penalty: 3612.301514
	Iteration 12Q: 3 clusters Score -8914199 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8914358.000000 Penalty: 3612.301514
	Iteration 13Q: 3 clusters Score -8914358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8914432.000000 Penalty: 3612.301514
	Iteration 14Q: 3 clusters Score -8914432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8914460.000000 Penalty: 3612.301514
	Iteration 15Q: 3 clusters Score -8914460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8914483.000000 Penalty: 3612.301514
	Iteration 16Q: 3 clusters Score -8914483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8914499.000000 Penalty: 3612.301514
	Iteration 17Q: 3 clusters Score -8914499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8914505.000000 Penalty: 3612.301514
	Iteration 18Q: 3 clusters Score -8914505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8914516.000000 Penalty: 3612.301514
	Iteration 19Q: 3 clusters Score -8914516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8914523.000000 Penalty: 3612.301514
	Iteration 20F: 3 clusters Score -8914523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8914514.000000 Penalty: 3612.301514
	Iteration 21Q: 3 clusters Score -8914514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8914520.000000 Penalty: 3612.301514
	Iteration 22Q: 3 clusters Score -8914520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8914520.000000 Penalty: 3612.301514
	Iteration 23F: 3 clusters Score -8914520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Entering Unmasked Estep 
Score: -8637638.000000 Penalty: 1800.993164
	Iteration 0F: 2 clusters Score -8637638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -8594618.000000 Penalty: 3601.986328
	Iteration 0F: 3 clusters Score -8594618 nChanged 30774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -8611971.000000 Penalty: 3601.986328
	Iteration 1F: 3 clusters Score -8611971 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -8612425.000000 Penalty: 3601.986328
	Iteration 2Q: 3 clusters Score -8612425 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -8612902.000000 Penalty: 3601.986328
	Iteration 3Q: 3 clusters Score -8612902 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8613443.000000 Penalty: 3601.986328
	Iteration 4Q: 3 clusters Score -8613443 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8614154.000000 Penalty: 3601.986328
	Iteration 5Q: 3 clusters Score -8614154 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -8615008.000000 Penalty: 3601.986328
	Iteration 6Q: 3 clusters Score -8615008 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8616267.000000 Penalty: 3601.986328
	Iteration 7Q: 3 clusters Score -8616267 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -8618364.000000 Penalty: 3601.986328
	Iteration 8Q: 3 clusters Score -8618364 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -8621193.000000 Penalty: 3601.986328
	Iteration 9F: 3 clusters Score -8621193 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -8623662.000000 Penalty: 3601.986328
	Iteration 10F: 3 clusters Score -8623662 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -8624782.000000 Penalty: 3601.986328
	Iteration 11Q: 3 clusters Score -8624782 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -8625175.000000 Penalty: 3601.986328
	Iteration 12Q: 3 clusters Score -8625175 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8625292.000000 Penalty: 3601.986328
	Iteration 13Q: 3 clusters Score -8625292 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8625332.000000 Penalty: 3601.986328
	Iteration 14Q: 3 clusters Score -8625332 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -8625386.000000 Penalty: 3601.986328
	Iteration 15Q: 3 clusters Score -8625386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -8625406.000000 Penalty: 3601.986328
	Iteration 16Q: 3 clusters Score -8625406 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -8625450.000000 Penalty: 3601.986328
	Iteration 17Q: 3 clusters Score -8625450 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -8625504.000000 Penalty: 3601.986328
	Iteration 18Q: 3 clusters Score -8625504 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -8625513.000000 Penalty: 3601.986328
	Iteration 19Q: 3 clusters Score -8625513 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -8625541.000000 Penalty: 3601.986328
	Iteration 20F: 3 clusters Score -8625541 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8625561.000000 Penalty: 3601.986328
	Iteration 21Q: 3 clusters Score -8625561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8625624.000000 Penalty: 3601.986328
	Iteration 22Q: 3 clusters Score -8625624 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -8625666.000000 Penalty: 3601.986328
	Iteration 23Q: 3 clusters Score -8625666 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -8625688.000000 Penalty: 3601.986328
	Iteration 24Q: 3 clusters Score -8625688 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8625703.000000 Penalty: 3601.986328
	Iteration 25Q: 3 clusters Score -8625703 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8625762.000000 Penalty: 3601.986328
	Iteration 26Q: 3 clusters Score -8625762 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -8625789.000000 Penalty: 3601.986328
	Iteration 27Q: 3 clusters Score -8625789 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -8625818.000000 Penalty: 3601.986328
	Iteration 28Q: 3 clusters Score -8625818 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8625860.000000 Penalty: 3601.986328
	Iteration 29Q: 3 clusters Score -8625860 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -8625935.000000 Penalty: 3601.986328
	Iteration 30Q: 3 clusters Score -8625935 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -8625979.000000 Penalty: 3601.986328
	Iteration 31Q: 3 clusters Score -8625979 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -8626019.000000 Penalty: 3601.986328
	Iteration 32Q: 3 clusters Score -8626019 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8626047.000000 Penalty: 3601.986328
	Iteration 33Q: 3 clusters Score -8626047 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -8626088.000000 Penalty: 3601.986328
	Iteration 34Q: 3 clusters Score -8626088 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -8626173.000000 Penalty: 3601.986328
	Iteration 35Q: 3 clusters Score -8626173 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -8626227.000000 Penalty: 3601.986328
	Iteration 36Q: 3 clusters Score -8626227 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -8626287.000000 Penalty: 3601.986328
	Iteration 37Q: 3 clusters Score -8626287 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -8626355.000000 Penalty: 3601.986328
	Iteration 38Q: 3 clusters Score -8626355 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8626402.000000 Penalty: 3601.986328
	Iteration 39Q: 3 clusters Score -8626402 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -8626436.000000 Penalty: 3601.986328
	Iteration 40F: 3 clusters Score -8626436 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -8626399.000000 Penalty: 3601.986328
	Iteration 41Q: 3 clusters Score -8626399 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8626407.000000 Penalty: 3601.986328
	Iteration 42Q: 3 clusters Score -8626407 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -8626460.000000 Penalty: 3601.986328
	Iteration 43Q: 3 clusters Score -8626460 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -8626494.000000 Penalty: 3601.986328
	Iteration 44Q: 3 clusters Score -8626494 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -8626530.000000 Penalty: 3601.986328
	Iteration 45Q: 3 clusters Score -8626530 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -8626555.000000 Penalty: 3601.986328
	Iteration 46Q: 3 clusters Score -8626555 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8626552 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8626638 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8626681 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8626691 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8626716 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8626723 nChanged 293
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Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8626726 nChanged 292
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Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8626752 nChanged 309
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Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8626779 nChanged 337
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Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8626809 nChanged 325
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Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8626840 nChanged 360
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Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8626887 nChanged 441
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Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8626950 nChanged 390
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Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8627014 nChanged 399
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Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8627097 nChanged 360
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Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8627136 nChanged 348
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Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8627208 nChanged 352
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Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8627213 nChanged 354
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Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8627239 nChanged 354
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Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8627289 nChanged 309
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Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8627311 nChanged 340
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Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8627335 nChanged 337
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Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8627376 nChanged 338
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Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8627417 nChanged 334
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Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8627476 nChanged 346
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Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8627495 nChanged 340
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Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8627519 nChanged 377
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Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8627573 nChanged 381
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Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8627668 nChanged 368
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Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8627740 nChanged 405
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Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8627794 nChanged 449
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Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8627862 nChanged 479
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Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8627949 nChanged 503
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Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8628018 nChanged 563
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Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8628091 nChanged 557
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Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8628182 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8628293 nChanged 630
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Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8628410 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8628610 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8628810 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8629043 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8629280 nChanged 816
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8629582 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8629856 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8630041 nChanged 746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8630259 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8630524 nChanged 806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8630850 nChanged 841
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Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8631148 nChanged 847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8631413 nChanged 847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8631785 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8632125 nChanged 734
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8632422 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8632713 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8632963 nChanged 606
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Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8633208 nChanged 539
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Mstep: Class 1 contains 54475 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8633400 nChanged 449
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Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8633544 nChanged 440
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Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8633694 nChanged 384
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Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8633787 nChanged 351
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Mstep: Class 1 contains 56093 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8633879 nChanged 324
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Mstep: Class 1 contains 56417 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8633940 nChanged 322
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Mstep: Class 1 contains 56739 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8634044 nChanged 289
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Mstep: Class 1 contains 57028 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8634130 nChanged 258
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8634207 nChanged 249
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Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8634226 nChanged 233
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8634287 nChanged 233
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8634352 nChanged 196
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8634415 nChanged 203
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8634439 nChanged 191
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Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8634441 nChanged 177
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8634475 nChanged 177
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Mstep: Class 1 contains 58945 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8634532 nChanged 179
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8634564 nChanged 179
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8634596 nChanged 155
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	Iteration 124Q: 3 clusters Score -8634602 nChanged 143
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	Iteration 125Q: 3 clusters Score -8634606 nChanged 140
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8634635 nChanged 132
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8634644 nChanged 132
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8634690 nChanged 147
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8634694 nChanged 139
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8634740 nChanged 155
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8634767 nChanged 154
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Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8634817 nChanged 166
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8634841 nChanged 168
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8634871 nChanged 170
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8634938 nChanged 180
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8634988 nChanged 163
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8635016 nChanged 188
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8635069 nChanged 185
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8635118 nChanged 174
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Entering Unmasked Estep 
Score: -8635195.000000 Penalty: 3601.986328
	Iteration 140F: 3 clusters Score -8635195 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8635255.000000 Penalty: 3601.986328
	Iteration 141Q: 3 clusters Score -8635255 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8635276.000000 Penalty: 3601.986328
	Iteration 142Q: 3 clusters Score -8635276 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8635341.000000 Penalty: 3601.986328
	Iteration 143Q: 3 clusters Score -8635341 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8635388.000000 Penalty: 3601.986328
	Iteration 144Q: 3 clusters Score -8635388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8635463.000000 Penalty: 3601.986328
	Iteration 145Q: 3 clusters Score -8635463 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8635535.000000 Penalty: 3601.986328
	Iteration 146Q: 3 clusters Score -8635535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8635585.000000 Penalty: 3601.986328
	Iteration 147Q: 3 clusters Score -8635585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8635634.000000 Penalty: 3601.986328
	Iteration 148Q: 3 clusters Score -8635634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8635681.000000 Penalty: 3601.986328
	Iteration 149Q: 3 clusters Score -8635681 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8635718.000000 Penalty: 3601.986328
	Iteration 150Q: 3 clusters Score -8635718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8635721.000000 Penalty: 3601.986328
	Iteration 151Q: 3 clusters Score -8635721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8635750.000000 Penalty: 3601.986328
	Iteration 152Q: 3 clusters Score -8635750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8635777.000000 Penalty: 3601.986328
	Iteration 153Q: 3 clusters Score -8635777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8635806.000000 Penalty: 3601.986328
	Iteration 154Q: 3 clusters Score -8635806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8635825.000000 Penalty: 3601.986328
	Iteration 155Q: 3 clusters Score -8635825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8635834.000000 Penalty: 3601.986328
	Iteration 156Q: 3 clusters Score -8635834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8635861.000000 Penalty: 3601.986328
	Iteration 157Q: 3 clusters Score -8635861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8635879.000000 Penalty: 3601.986328
	Iteration 158Q: 3 clusters Score -8635879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8635912.000000 Penalty: 3601.986328
	Iteration 159Q: 3 clusters Score -8635912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8635917.000000 Penalty: 3601.986328
	Iteration 160F: 3 clusters Score -8635917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8635926.000000 Penalty: 3601.986328
	Iteration 161Q: 3 clusters Score -8635926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8635939.000000 Penalty: 3601.986328
	Iteration 162Q: 3 clusters Score -8635939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8635948.000000 Penalty: 3601.986328
	Iteration 163Q: 3 clusters Score -8635948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8635955.000000 Penalty: 3601.986328
	Iteration 164Q: 3 clusters Score -8635955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8635957.000000 Penalty: 3601.986328
	Iteration 165Q: 3 clusters Score -8635957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8635972.000000 Penalty: 3601.986328
	Iteration 166Q: 3 clusters Score -8635972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8635976.000000 Penalty: 3601.986328
	Iteration 167Q: 3 clusters Score -8635976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8636000.000000 Penalty: 3601.986328
	Iteration 168Q: 3 clusters Score -8636000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8635998.000000 Penalty: 3601.986328
	Iteration 169Q: 3 clusters Score -8635998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8635986.000000 Penalty: 3601.986328
	Iteration 170Q: 3 clusters Score -8635986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8635992.000000 Penalty: 3601.986328
	Iteration 171Q: 3 clusters Score -8635992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8635998.000000 Penalty: 3601.986328
	Iteration 172Q: 3 clusters Score -8635998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8636011.000000 Penalty: 3601.986328
	Iteration 173Q: 3 clusters Score -8636011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8636013.000000 Penalty: 3601.986328
	Iteration 174Q: 3 clusters Score -8636013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8636010.000000 Penalty: 3601.986328
	Iteration 175Q: 3 clusters Score -8636010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8636021.000000 Penalty: 3601.986328
	Iteration 176Q: 3 clusters Score -8636021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8636032.000000 Penalty: 3601.986328
	Iteration 177Q: 3 clusters Score -8636032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8636034.000000 Penalty: 3601.986328
	Iteration 178Q: 3 clusters Score -8636034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8636039.000000 Penalty: 3601.986328
	Iteration 179Q: 3 clusters Score -8636039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8636049.000000 Penalty: 3601.986328
	Iteration 180F: 3 clusters Score -8636049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8636059.000000 Penalty: 3601.986328
	Iteration 181Q: 3 clusters Score -8636059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8636068.000000 Penalty: 3601.986328
	Iteration 182Q: 3 clusters Score -8636068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8636075.000000 Penalty: 3601.986328
	Iteration 183Q: 3 clusters Score -8636075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8636078.000000 Penalty: 3601.986328
	Iteration 184Q: 3 clusters Score -8636078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8636069.000000 Penalty: 3601.986328
	Iteration 185Q: 3 clusters Score -8636069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8636071.000000 Penalty: 3601.986328
	Iteration 186Q: 3 clusters Score -8636071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8636071.000000 Penalty: 3601.986328
	Iteration 187F: 3 clusters Score -8636071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20249.699219 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20249.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20521.679688 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20521.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20563.992188 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -20563.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20572.175781 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20572.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20573.093750 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20573.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20573.093750 Penalty: 1790.551270
	Iteration 5F: 3 clusters Score -20573.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -1032822.687500 Penalty: 1460.723877
	Iteration 0F: 2 clusters Score -1032823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1026962.625000 Penalty: 2921.447754
	Iteration 0F: 3 clusters Score -1026963 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1028733.937500 Penalty: 2921.447754
	Iteration 1F: 3 clusters Score -1028734 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1028982.687500 Penalty: 2921.447754
	Iteration 2F: 3 clusters Score -1028983 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1029172.687500 Penalty: 2921.447754
	Iteration 3F: 3 clusters Score -1029173 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1029371.625000 Penalty: 2921.447754
	Iteration 4Q: 3 clusters Score -1029372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1029565.312500 Penalty: 2921.447754
	Iteration 5Q: 3 clusters Score -1029565 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1029761.500000 Penalty: 2921.447754
	Iteration 6Q: 3 clusters Score -1029762 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1029949.500000 Penalty: 2921.447754
	Iteration 7Q: 3 clusters Score -1029950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1030145.125000 Penalty: 2921.447754
	Iteration 8Q: 3 clusters Score -1030145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1030354.062500 Penalty: 2921.447754
	Iteration 9Q: 3 clusters Score -1030354 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1030532.312500 Penalty: 2921.447754
	Iteration 10Q: 3 clusters Score -1030532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1030685.562500 Penalty: 2921.447754
	Iteration 11Q: 3 clusters Score -1030686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1030807.250000 Penalty: 2921.447754
	Iteration 12Q: 3 clusters Score -1030807 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1030901.687500 Penalty: 2921.447754
	Iteration 13Q: 3 clusters Score -1030902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1030978.000000 Penalty: 2921.447754
	Iteration 14Q: 3 clusters Score -1030978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1031044.125000 Penalty: 2921.447754
	Iteration 15Q: 3 clusters Score -1031044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1031096.000000 Penalty: 2921.447754
	Iteration 16Q: 3 clusters Score -1031096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1031148.937500 Penalty: 2921.447754
	Iteration 17Q: 3 clusters Score -1031149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1031205.500000 Penalty: 2921.447754
	Iteration 18Q: 3 clusters Score -1031206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1031264.000000 Penalty: 2921.447754
	Iteration 19Q: 3 clusters Score -1031264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1031299.750000 Penalty: 2921.447754
	Iteration 20F: 3 clusters Score -1031300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1031326.937500 Penalty: 2921.447754
	Iteration 21Q: 3 clusters Score -1031327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1031348.312500 Penalty: 2921.447754
	Iteration 22Q: 3 clusters Score -1031348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1031363.875000 Penalty: 2921.447754
	Iteration 23Q: 3 clusters Score -1031364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1031374.250000 Penalty: 2921.447754
	Iteration 24Q: 3 clusters Score -1031374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1031382.500000 Penalty: 2921.447754
	Iteration 25Q: 3 clusters Score -1031382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1031389.937500 Penalty: 2921.447754
	Iteration 26Q: 3 clusters Score -1031390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1031395.250000 Penalty: 2921.447754
	Iteration 27Q: 3 clusters Score -1031395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1031407.750000 Penalty: 2921.447754
	Iteration 28Q: 3 clusters Score -1031408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1031418.812500 Penalty: 2921.447754
	Iteration 29Q: 3 clusters Score -1031419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1031428.687500 Penalty: 2921.447754
	Iteration 30Q: 3 clusters Score -1031429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1031436.750000 Penalty: 2921.447754
	Iteration 31Q: 3 clusters Score -1031437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1031446.375000 Penalty: 2921.447754
	Iteration 32Q: 3 clusters Score -1031446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1031453.687500 Penalty: 2921.447754
	Iteration 33Q: 3 clusters Score -1031454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1031457.812500 Penalty: 2921.447754
	Iteration 34Q: 3 clusters Score -1031458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1031462.687500 Penalty: 2921.447754
	Iteration 35Q: 3 clusters Score -1031463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1031464.687500 Penalty: 2921.447754
	Iteration 36Q: 3 clusters Score -1031465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1031466.437500 Penalty: 2921.447754
	Iteration 37Q: 3 clusters Score -1031466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1031471.375000 Penalty: 2921.447754
	Iteration 38Q: 3 clusters Score -1031471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1031472.125000 Penalty: 2921.447754
	Iteration 39Q: 3 clusters Score -1031472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1031474.562500 Penalty: 2921.447754
	Iteration 40F: 3 clusters Score -1031475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1031476.937500 Penalty: 2921.447754
	Iteration 41Q: 3 clusters Score -1031477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1031481.437500 Penalty: 2921.447754
	Iteration 42Q: 3 clusters Score -1031481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1031485.625000 Penalty: 2921.447754
	Iteration 43Q: 3 clusters Score -1031486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1031488.875000 Penalty: 2921.447754
	Iteration 44Q: 3 clusters Score -1031489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1031491.625000 Penalty: 2921.447754
	Iteration 45Q: 3 clusters Score -1031492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1031494.062500 Penalty: 2921.447754
	Iteration 46Q: 3 clusters Score -1031494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1031497.312500 Penalty: 2921.447754
	Iteration 47Q: 3 clusters Score -1031497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1031499.937500 Penalty: 2921.447754
	Iteration 48Q: 3 clusters Score -1031500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1031502.375000 Penalty: 2921.447754
	Iteration 49Q: 3 clusters Score -1031502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1031502.937500 Penalty: 2921.447754
	Iteration 50Q: 3 clusters Score -1031503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1031504.062500 Penalty: 2921.447754
	Iteration 51Q: 3 clusters Score -1031504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1031504.062500 Penalty: 2921.447754
	Iteration 52F: 3 clusters Score -1031504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Entering Unmasked Estep 
Score: -2474005.500000 Penalty: 1606.802979
	Iteration 0F: 2 clusters Score -2474006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2460530.750000 Penalty: 3213.605957
	Iteration 0F: 3 clusters Score -2460531 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2465441.750000 Penalty: 3213.605957
	Iteration 1F: 3 clusters Score -2465442 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2465917.750000 Penalty: 3213.605957
	Iteration 2F: 3 clusters Score -2465918 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2466521.500000 Penalty: 3213.605957
	Iteration 3F: 3 clusters Score -2466522 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2467245.000000 Penalty: 3213.605957
	Iteration 4F: 3 clusters Score -2467245 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2468193.250000 Penalty: 3213.605957
	Iteration 5F: 3 clusters Score -2468193 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2469258.000000 Penalty: 3213.605957
	Iteration 6F: 3 clusters Score -2469258 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2470345.500000 Penalty: 3213.605957
	Iteration 7F: 3 clusters Score -2470346 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2471281.000000 Penalty: 3213.605957
	Iteration 8Q: 3 clusters Score -2471281 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2471968.000000 Penalty: 3213.605957
	Iteration 9Q: 3 clusters Score -2471968 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2472353.500000 Penalty: 3213.605957
	Iteration 10Q: 3 clusters Score -2472354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2472522.500000 Penalty: 3213.605957
	Iteration 11Q: 3 clusters Score -2472522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2472594.750000 Penalty: 3213.605957
	Iteration 12Q: 3 clusters Score -2472595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2472650.250000 Penalty: 3213.605957
	Iteration 13Q: 3 clusters Score -2472650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2472698.500000 Penalty: 3213.605957
	Iteration 14Q: 3 clusters Score -2472698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2472733.250000 Penalty: 3213.605957
	Iteration 15Q: 3 clusters Score -2472733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2472745.000000 Penalty: 3213.605957
	Iteration 16Q: 3 clusters Score -2472745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2472754.750000 Penalty: 3213.605957
	Iteration 17Q: 3 clusters Score -2472755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2472763.500000 Penalty: 3213.605957
	Iteration 18Q: 3 clusters Score -2472764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2472771.750000 Penalty: 3213.605957
	Iteration 19Q: 3 clusters Score -2472772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2472779.250000 Penalty: 3213.605957
	Iteration 20F: 3 clusters Score -2472779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2472783.500000 Penalty: 3213.605957
	Iteration 21Q: 3 clusters Score -2472784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2472786.500000 Penalty: 3213.605957
	Iteration 22Q: 3 clusters Score -2472786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2472792.750000 Penalty: 3213.605957
	Iteration 23Q: 3 clusters Score -2472793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2472797.250000 Penalty: 3213.605957
	Iteration 24Q: 3 clusters Score -2472797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2472800.750000 Penalty: 3213.605957
	Iteration 25Q: 3 clusters Score -2472801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2472800.750000 Penalty: 3213.605957
	Iteration 26F: 3 clusters Score -2472801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Entering Unmasked Estep 
Score: -9416209.000000 Penalty: 1821.597778
	Iteration 0F: 2 clusters Score -9416209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -9366897.000000 Penalty: 3643.195557
	Iteration 0F: 3 clusters Score -9366897 nChanged 35046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -9387534.000000 Penalty: 3643.195557
	Iteration 1F: 3 clusters Score -9387534 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -9388306.000000 Penalty: 3643.195557
	Iteration 2Q: 3 clusters Score -9388306 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -9389167.000000 Penalty: 3643.195557
	Iteration 3Q: 3 clusters Score -9389167 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -9390417.000000 Penalty: 3643.195557
	Iteration 4Q: 3 clusters Score -9390417 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -9391964.000000 Penalty: 3643.195557
	Iteration 5Q: 3 clusters Score -9391964 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -9394097.000000 Penalty: 3643.195557
	Iteration 6F: 3 clusters Score -9394097 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -9397036.000000 Penalty: 3643.195557
	Iteration 7F: 3 clusters Score -9397036 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -9400094.000000 Penalty: 3643.195557
	Iteration 8F: 3 clusters Score -9400094 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -9402563.000000 Penalty: 3643.195557
	Iteration 9F: 3 clusters Score -9402563 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -9403899.000000 Penalty: 3643.195557
	Iteration 10Q: 3 clusters Score -9403899 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -9404461.000000 Penalty: 3643.195557
	Iteration 11Q: 3 clusters Score -9404461 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -9404667.000000 Penalty: 3643.195557
	Iteration 12Q: 3 clusters Score -9404667 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -9404868.000000 Penalty: 3643.195557
	Iteration 13Q: 3 clusters Score -9404868 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -9405040.000000 Penalty: 3643.195557
	Iteration 14Q: 3 clusters Score -9405040 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -9405199.000000 Penalty: 3643.195557
	Iteration 15Q: 3 clusters Score -9405199 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -9405385.000000 Penalty: 3643.195557
	Iteration 16Q: 3 clusters Score -9405385 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -9405607.000000 Penalty: 3643.195557
	Iteration 17Q: 3 clusters Score -9405607 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -9405864.000000 Penalty: 3643.195557
	Iteration 18Q: 3 clusters Score -9405864 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -9406117.000000 Penalty: 3643.195557
	Iteration 19Q: 3 clusters Score -9406117 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -9406532.000000 Penalty: 3643.195557
	Iteration 20F: 3 clusters Score -9406532 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9406833.000000 Penalty: 3643.195557
	Iteration 21Q: 3 clusters Score -9406833 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -9407312.000000 Penalty: 3643.195557
	Iteration 22Q: 3 clusters Score -9407312 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -9407790.000000 Penalty: 3643.195557
	Iteration 23Q: 3 clusters Score -9407790 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -9408270.000000 Penalty: 3643.195557
	Iteration 24Q: 3 clusters Score -9408270 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -9408685.000000 Penalty: 3643.195557
	Iteration 25Q: 3 clusters Score -9408685 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -9409054.000000 Penalty: 3643.195557
	Iteration 26Q: 3 clusters Score -9409054 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -9409433.000000 Penalty: 3643.195557
	Iteration 27Q: 3 clusters Score -9409433 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -9409767.000000 Penalty: 3643.195557
	Iteration 28Q: 3 clusters Score -9409767 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -9410046.000000 Penalty: 3643.195557
	Iteration 29Q: 3 clusters Score -9410046 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -9410324.000000 Penalty: 3643.195557
	Iteration 30Q: 3 clusters Score -9410324 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -9410548.000000 Penalty: 3643.195557
	Iteration 31Q: 3 clusters Score -9410548 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -9410689.000000 Penalty: 3643.195557
	Iteration 32Q: 3 clusters Score -9410689 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -9410875.000000 Penalty: 3643.195557
	Iteration 33Q: 3 clusters Score -9410875 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -9411004.000000 Penalty: 3643.195557
	Iteration 34Q: 3 clusters Score -9411004 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -9411150.000000 Penalty: 3643.195557
	Iteration 35Q: 3 clusters Score -9411150 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -9411293.000000 Penalty: 3643.195557
	Iteration 36Q: 3 clusters Score -9411293 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -9411394.000000 Penalty: 3643.195557
	Iteration 37Q: 3 clusters Score -9411394 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -9411492.000000 Penalty: 3643.195557
	Iteration 38Q: 3 clusters Score -9411492 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -9411607.000000 Penalty: 3643.195557
	Iteration 39Q: 3 clusters Score -9411607 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -9411693.000000 Penalty: 3643.195557
	Iteration 40F: 3 clusters Score -9411693 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -9411799.000000 Penalty: 3643.195557
	Iteration 41Q: 3 clusters Score -9411799 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -9411956.000000 Penalty: 3643.195557
	Iteration 42Q: 3 clusters Score -9411956 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -9412092.000000 Penalty: 3643.195557
	Iteration 43Q: 3 clusters Score -9412092 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -9412249.000000 Penalty: 3643.195557
	Iteration 44Q: 3 clusters Score -9412249 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -9412323.000000 Penalty: 3643.195557
	Iteration 45Q: 3 clusters Score -9412323 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -9412402.000000 Penalty: 3643.195557
	Iteration 46Q: 3 clusters Score -9412402 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -9412513.000000 Penalty: 3643.195557
	Iteration 47Q: 3 clusters Score -9412513 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -9412573.000000 Penalty: 3643.195557
	Iteration 48Q: 3 clusters Score -9412573 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9412636 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -9412741.000000 Penalty: 3643.195557
	Iteration 50Q: 3 clusters Score -9412741 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -9412824.000000 Penalty: 3643.195557
	Iteration 51Q: 3 clusters Score -9412824 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9412907 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9412947 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -9413021.000000 Penalty: 3643.195557
	Iteration 54Q: 3 clusters Score -9413021 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -9413087.000000 Penalty: 3643.195557
	Iteration 55Q: 3 clusters Score -9413087 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -9413153.000000 Penalty: 3643.195557
	Iteration 56Q: 3 clusters Score -9413153 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -9413260.000000 Penalty: 3643.195557
	Iteration 57Q: 3 clusters Score -9413260 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -9413300.000000 Penalty: 3643.195557
	Iteration 58Q: 3 clusters Score -9413300 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -9413333.000000 Penalty: 3643.195557
	Iteration 59Q: 3 clusters Score -9413333 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -9413386.000000 Penalty: 3643.195557
	Iteration 60F: 3 clusters Score -9413386 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -9413463.000000 Penalty: 3643.195557
	Iteration 61Q: 3 clusters Score -9413463 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -9413527.000000 Penalty: 3643.195557
	Iteration 62Q: 3 clusters Score -9413527 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -9413599.000000 Penalty: 3643.195557
	Iteration 63Q: 3 clusters Score -9413599 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -9413660.000000 Penalty: 3643.195557
	Iteration 64Q: 3 clusters Score -9413660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -9413729.000000 Penalty: 3643.195557
	Iteration 65Q: 3 clusters Score -9413729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -9413780.000000 Penalty: 3643.195557
	Iteration 66Q: 3 clusters Score -9413780 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -9413847.000000 Penalty: 3643.195557
	Iteration 67Q: 3 clusters Score -9413847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -9413864.000000 Penalty: 3643.195557
	Iteration 68Q: 3 clusters Score -9413864 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -9413921.000000 Penalty: 3643.195557
	Iteration 69Q: 3 clusters Score -9413921 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9413925.000000 Penalty: 3643.195557
	Iteration 70Q: 3 clusters Score -9413925 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -9413957.000000 Penalty: 3643.195557
	Iteration 71Q: 3 clusters Score -9413957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -9414008.000000 Penalty: 3643.195557
	Iteration 72Q: 3 clusters Score -9414008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -9414065.000000 Penalty: 3643.195557
	Iteration 73Q: 3 clusters Score -9414065 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -9414124.000000 Penalty: 3643.195557
	Iteration 74Q: 3 clusters Score -9414124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -9414162.000000 Penalty: 3643.195557
	Iteration 75Q: 3 clusters Score -9414162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -9414224.000000 Penalty: 3643.195557
	Iteration 76Q: 3 clusters Score -9414224 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -9414298.000000 Penalty: 3643.195557
	Iteration 77Q: 3 clusters Score -9414298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -9414339.000000 Penalty: 3643.195557
	Iteration 78Q: 3 clusters Score -9414339 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -9414365.000000 Penalty: 3643.195557
	Iteration 79Q: 3 clusters Score -9414365 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -9414407.000000 Penalty: 3643.195557
	Iteration 80F: 3 clusters Score -9414407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -9414425.000000 Penalty: 3643.195557
	Iteration 81Q: 3 clusters Score -9414425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -9414469.000000 Penalty: 3643.195557
	Iteration 82Q: 3 clusters Score -9414469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -9414501.000000 Penalty: 3643.195557
	Iteration 83Q: 3 clusters Score -9414501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -9414506.000000 Penalty: 3643.195557
	Iteration 84Q: 3 clusters Score -9414506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -9414527.000000 Penalty: 3643.195557
	Iteration 85Q: 3 clusters Score -9414527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -9414544.000000 Penalty: 3643.195557
	Iteration 86Q: 3 clusters Score -9414544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -9414553.000000 Penalty: 3643.195557
	Iteration 87Q: 3 clusters Score -9414553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -9414585.000000 Penalty: 3643.195557
	Iteration 88Q: 3 clusters Score -9414585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -9414582.000000 Penalty: 3643.195557
	Iteration 89Q: 3 clusters Score -9414582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -9414579.000000 Penalty: 3643.195557
	Iteration 90Q: 3 clusters Score -9414579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -9414581.000000 Penalty: 3643.195557
	Iteration 91Q: 3 clusters Score -9414581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -9414596.000000 Penalty: 3643.195557
	Iteration 92Q: 3 clusters Score -9414596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -9414607.000000 Penalty: 3643.195557
	Iteration 93Q: 3 clusters Score -9414607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -9414636.000000 Penalty: 3643.195557
	Iteration 94Q: 3 clusters Score -9414636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -9414639.000000 Penalty: 3643.195557
	Iteration 95Q: 3 clusters Score -9414639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -9414642.000000 Penalty: 3643.195557
	Iteration 96Q: 3 clusters Score -9414642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -9414642.000000 Penalty: 3643.195557
	Iteration 97Q: 3 clusters Score -9414642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -9414650.000000 Penalty: 3643.195557
	Iteration 98Q: 3 clusters Score -9414650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -9414672.000000 Penalty: 3643.195557
	Iteration 99Q: 3 clusters Score -9414672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -9414655.000000 Penalty: 3643.195557
	Iteration 100F: 3 clusters Score -9414655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -9414660.000000 Penalty: 3643.195557
	Iteration 101Q: 3 clusters Score -9414660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -9414657.000000 Penalty: 3643.195557
	Iteration 102Q: 3 clusters Score -9414657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -9414676.000000 Penalty: 3643.195557
	Iteration 103Q: 3 clusters Score -9414676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -9414660.000000 Penalty: 3643.195557
	Iteration 104Q: 3 clusters Score -9414660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -9414651.000000 Penalty: 3643.195557
	Iteration 105Q: 3 clusters Score -9414651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -9414657.000000 Penalty: 3643.195557
	Iteration 106Q: 3 clusters Score -9414657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -9414659.000000 Penalty: 3643.195557
	Iteration 107Q: 3 clusters Score -9414659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -9414681.000000 Penalty: 3643.195557
	Iteration 108Q: 3 clusters Score -9414681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -9414676.000000 Penalty: 3643.195557
	Iteration 109Q: 3 clusters Score -9414676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -9414675.000000 Penalty: 3643.195557
	Iteration 110Q: 3 clusters Score -9414675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -9414668.000000 Penalty: 3643.195557
	Iteration 111Q: 3 clusters Score -9414668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -9414665.000000 Penalty: 3643.195557
	Iteration 112Q: 3 clusters Score -9414665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9414670.000000 Penalty: 3643.195557
	Iteration 113Q: 3 clusters Score -9414670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -9414676.000000 Penalty: 3643.195557
	Iteration 114Q: 3 clusters Score -9414676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -9414686.000000 Penalty: 3643.195557
	Iteration 115Q: 3 clusters Score -9414686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -9414685.000000 Penalty: 3643.195557
	Iteration 116Q: 3 clusters Score -9414685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -9414693.000000 Penalty: 3643.195557
	Iteration 117Q: 3 clusters Score -9414693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -9414695.000000 Penalty: 3643.195557
	Iteration 118Q: 3 clusters Score -9414695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -9414698.000000 Penalty: 3643.195557
	Iteration 119Q: 3 clusters Score -9414698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9414696.000000 Penalty: 3643.195557
	Iteration 120F: 3 clusters Score -9414696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -9414706.000000 Penalty: 3643.195557
	Iteration 121Q: 3 clusters Score -9414706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -9414722.000000 Penalty: 3643.195557
	Iteration 122Q: 3 clusters Score -9414722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -9414720.000000 Penalty: 3643.195557
	Iteration 123Q: 3 clusters Score -9414720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -9414707.000000 Penalty: 3643.195557
	Iteration 124Q: 3 clusters Score -9414707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -9414712.000000 Penalty: 3643.195557
	Iteration 125Q: 3 clusters Score -9414712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -9414706.000000 Penalty: 3643.195557
	Iteration 126Q: 3 clusters Score -9414706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -9414711.000000 Penalty: 3643.195557
	Iteration 127Q: 3 clusters Score -9414711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -9414712.000000 Penalty: 3643.195557
	Iteration 128Q: 3 clusters Score -9414712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -9414714.000000 Penalty: 3643.195557
	Iteration 129Q: 3 clusters Score -9414714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -9414714.000000 Penalty: 3643.195557
	Iteration 130F: 3 clusters Score -9414714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -763711.250000 Penalty: 1414.643188
	Iteration 0F: 2 clusters Score -763711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -759053.437500 Penalty: 2829.286377
	Iteration 0F: 3 clusters Score -759053.4 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -760520.000000 Penalty: 2829.286377
	Iteration 1F: 3 clusters Score -760520 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -760796.125000 Penalty: 2829.286377
	Iteration 2F: 3 clusters Score -760796.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -761036.062500 Penalty: 2829.286377
	Iteration 3F: 3 clusters Score -761036.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -761239.687500 Penalty: 2829.286377
	Iteration 4F: 3 clusters Score -761239.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -761411.000000 Penalty: 2829.286377
	Iteration 5F: 3 clusters Score -761411 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -761562.562500 Penalty: 2829.286377
	Iteration 6Q: 3 clusters Score -761562.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -761697.812500 Penalty: 2829.286377
	Iteration 7Q: 3 clusters Score -761697.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -761798.562500 Penalty: 2829.286377
	Iteration 8Q: 3 clusters Score -761798.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -761895.875000 Penalty: 2829.286377
	Iteration 9Q: 3 clusters Score -761895.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -762006.437500 Penalty: 2829.286377
	Iteration 10Q: 3 clusters Score -762006.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -762107.687500 Penalty: 2829.286377
	Iteration 11Q: 3 clusters Score -762107.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -762237.875000 Penalty: 2829.286377
	Iteration 12Q: 3 clusters Score -762237.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -762332.062500 Penalty: 2829.286377
	Iteration 13Q: 3 clusters Score -762332.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -762415.437500 Penalty: 2829.286377
	Iteration 14Q: 3 clusters Score -762415.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -762470.125000 Penalty: 2829.286377
	Iteration 15Q: 3 clusters Score -762470.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -762521.312500 Penalty: 2829.286377
	Iteration 16Q: 3 clusters Score -762521.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -762559.375000 Penalty: 2829.286377
	Iteration 17Q: 3 clusters Score -762559.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -762597.250000 Penalty: 2829.286377
	Iteration 18Q: 3 clusters Score -762597.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -762617.687500 Penalty: 2829.286377
	Iteration 19Q: 3 clusters Score -762617.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -762628.500000 Penalty: 2829.286377
	Iteration 20F: 3 clusters Score -762628.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -762639.750000 Penalty: 2829.286377
	Iteration 21Q: 3 clusters Score -762639.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -762646.062500 Penalty: 2829.286377
	Iteration 22Q: 3 clusters Score -762646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -762651.187500 Penalty: 2829.286377
	Iteration 23Q: 3 clusters Score -762651.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -762658.187500 Penalty: 2829.286377
	Iteration 24Q: 3 clusters Score -762658.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -762663.250000 Penalty: 2829.286377
	Iteration 25Q: 3 clusters Score -762663.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -762666.125000 Penalty: 2829.286377
	Iteration 26Q: 3 clusters Score -762666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -762667.500000 Penalty: 2829.286377
	Iteration 27Q: 3 clusters Score -762667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -762668.812500 Penalty: 2829.286377
	Iteration 28Q: 3 clusters Score -762668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -762668.312500 Penalty: 2829.286377
	Iteration 29Q: 3 clusters Score -762668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -762669.812500 Penalty: 2829.286377
	Iteration 30Q: 3 clusters Score -762669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -762670.250000 Penalty: 2829.286377
	Iteration 31Q: 3 clusters Score -762670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -762671.625000 Penalty: 2829.286377
	Iteration 32Q: 3 clusters Score -762671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -762671.437500 Penalty: 2829.286377
	Iteration 33Q: 3 clusters Score -762671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -762671.312500 Penalty: 2829.286377
	Iteration 34Q: 3 clusters Score -762671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -762671.312500 Penalty: 2829.286377
	Iteration 35F: 3 clusters Score -762671.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -199153.375000 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -199153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -197214.796875 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -197214.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197752.031250 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -197752 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197942.375000 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -197942.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198102.453125 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -198102.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -198219.078125 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -198219.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198326.468750 Penalty: 2428.193115
	Iteration 5Q: 3 clusters Score -198326.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -198473.359375 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -198473.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198601.718750 Penalty: 2428.193115
	Iteration 7F: 3 clusters Score -198601.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -198693.437500 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -198693.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198739.781250 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -198739.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -198787.062500 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -198787.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198805.718750 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -198805.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -198811.828125 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -198811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -198818.546875 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -198818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -198824.906250 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -198824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198827.093750 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -198827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -198827.328125 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -198827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -198827.328125 Penalty: 2428.193115
	Iteration 17F: 3 clusters Score -198827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Entering Unmasked Estep 
Score: -2749070.750000 Penalty: 1618.432495
	Iteration 0F: 2 clusters Score -2749071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2734673.750000 Penalty: 3236.864990
	Iteration 0F: 3 clusters Score -2734674 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2739962.750000 Penalty: 3236.864990
	Iteration 1F: 3 clusters Score -2739963 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2740256.000000 Penalty: 3236.864990
	Iteration 2Q: 3 clusters Score -2740256 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2740528.500000 Penalty: 3236.864990
	Iteration 3Q: 3 clusters Score -2740528 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2740788.750000 Penalty: 3236.864990
	Iteration 4Q: 3 clusters Score -2740789 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2741040.500000 Penalty: 3236.864990
	Iteration 5Q: 3 clusters Score -2741040 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2741271.500000 Penalty: 3236.864990
	Iteration 6Q: 3 clusters Score -2741272 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2741473.500000 Penalty: 3236.864990
	Iteration 7Q: 3 clusters Score -2741474 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2741715.750000 Penalty: 3236.864990
	Iteration 8Q: 3 clusters Score -2741716 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2741949.750000 Penalty: 3236.864990
	Iteration 9Q: 3 clusters Score -2741950 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2742201.250000 Penalty: 3236.864990
	Iteration 10Q: 3 clusters Score -2742201 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2742429.500000 Penalty: 3236.864990
	Iteration 11Q: 3 clusters Score -2742430 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2742642.750000 Penalty: 3236.864990
	Iteration 12Q: 3 clusters Score -2742643 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2742901.750000 Penalty: 3236.864990
	Iteration 13Q: 3 clusters Score -2742902 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2743179.250000 Penalty: 3236.864990
	Iteration 14Q: 3 clusters Score -2743179 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2743503.750000 Penalty: 3236.864990
	Iteration 15Q: 3 clusters Score -2743504 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2743884.000000 Penalty: 3236.864990
	Iteration 16Q: 3 clusters Score -2743884 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2744319.750000 Penalty: 3236.864990
	Iteration 17Q: 3 clusters Score -2744320 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2744767.250000 Penalty: 3236.864990
	Iteration 18Q: 3 clusters Score -2744767 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2745219.000000 Penalty: 3236.864990
	Iteration 19Q: 3 clusters Score -2745219 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2745717.500000 Penalty: 3236.864990
	Iteration 20F: 3 clusters Score -2745718 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2746204.250000 Penalty: 3236.864990
	Iteration 21Q: 3 clusters Score -2746204 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2746594.250000 Penalty: 3236.864990
	Iteration 22Q: 3 clusters Score -2746594 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2746874.000000 Penalty: 3236.864990
	Iteration 23Q: 3 clusters Score -2746874 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2747087.000000 Penalty: 3236.864990
	Iteration 24Q: 3 clusters Score -2747087 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2747251.750000 Penalty: 3236.864990
	Iteration 25Q: 3 clusters Score -2747252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2747384.500000 Penalty: 3236.864990
	Iteration 26Q: 3 clusters Score -2747384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2747487.000000 Penalty: 3236.864990
	Iteration 27Q: 3 clusters Score -2747487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2747554.500000 Penalty: 3236.864990
	Iteration 28Q: 3 clusters Score -2747554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2747607.250000 Penalty: 3236.864990
	Iteration 29Q: 3 clusters Score -2747607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2747631.000000 Penalty: 3236.864990
	Iteration 30Q: 3 clusters Score -2747631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2747645.250000 Penalty: 3236.864990
	Iteration 31Q: 3 clusters Score -2747645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2747660.000000 Penalty: 3236.864990
	Iteration 32Q: 3 clusters Score -2747660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2747671.750000 Penalty: 3236.864990
	Iteration 33Q: 3 clusters Score -2747672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2747685.000000 Penalty: 3236.864990
	Iteration 34Q: 3 clusters Score -2747685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2747696.000000 Penalty: 3236.864990
	Iteration 35Q: 3 clusters Score -2747696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2747703.750000 Penalty: 3236.864990
	Iteration 36Q: 3 clusters Score -2747704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2747709.500000 Penalty: 3236.864990
	Iteration 37Q: 3 clusters Score -2747710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2747715.250000 Penalty: 3236.864990
	Iteration 38Q: 3 clusters Score -2747715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2747717.000000 Penalty: 3236.864990
	Iteration 39Q: 3 clusters Score -2747717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2747721.000000 Penalty: 3236.864990
	Iteration 40F: 3 clusters Score -2747721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2747727.750000 Penalty: 3236.864990
	Iteration 41Q: 3 clusters Score -2747728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2747729.250000 Penalty: 3236.864990
	Iteration 42Q: 3 clusters Score -2747729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2747729.250000 Penalty: 3236.864990
	Iteration 43Q: 3 clusters Score -2747729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2747730.000000 Penalty: 3236.864990
	Iteration 44Q: 3 clusters Score -2747730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2747730.500000 Penalty: 3236.864990
	Iteration 45Q: 3 clusters Score -2747730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2747736.750000 Penalty: 3236.864990
	Iteration 46Q: 3 clusters Score -2747737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2747736.250000 Penalty: 3236.864990
	Iteration 47Q: 3 clusters Score -2747736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2747736.500000 Penalty: 3236.864990
	Iteration 48Q: 3 clusters Score -2747736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2747740.750000 Penalty: 3236.864990
	Iteration 49Q: 3 clusters Score -2747741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2747741.250000 Penalty: 3236.864990
	Iteration 50Q: 3 clusters Score -2747741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2747739.750000 Penalty: 3236.864990
	Iteration 51Q: 3 clusters Score -2747740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2747741.500000 Penalty: 3236.864990
	Iteration 52Q: 3 clusters Score -2747742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2747742.000000 Penalty: 3236.864990
	Iteration 53Q: 3 clusters Score -2747742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2747745.250000 Penalty: 3236.864990
	Iteration 54Q: 3 clusters Score -2747745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2747748.500000 Penalty: 3236.864990
	Iteration 55Q: 3 clusters Score -2747748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2747749.000000 Penalty: 3236.864990
	Iteration 56Q: 3 clusters Score -2747749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2747753.500000 Penalty: 3236.864990
	Iteration 57Q: 3 clusters Score -2747754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2747757.250000 Penalty: 3236.864990
	Iteration 58Q: 3 clusters Score -2747757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2747756.750000 Penalty: 3236.864990
	Iteration 59Q: 3 clusters Score -2747757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2747758.000000 Penalty: 3236.864990
	Iteration 60F: 3 clusters Score -2747758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2747757.750000 Penalty: 3236.864990
	Iteration 61Q: 3 clusters Score -2747758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2747759.500000 Penalty: 3236.864990
	Iteration 62Q: 3 clusters Score -2747760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2747761.500000 Penalty: 3236.864990
	Iteration 63Q: 3 clusters Score -2747762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2747768.000000 Penalty: 3236.864990
	Iteration 64Q: 3 clusters Score -2747768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2747765.000000 Penalty: 3236.864990
	Iteration 65Q: 3 clusters Score -2747765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2747765.500000 Penalty: 3236.864990
	Iteration 66Q: 3 clusters Score -2747766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2747769.750000 Penalty: 3236.864990
	Iteration 67Q: 3 clusters Score -2747770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2747769.250000 Penalty: 3236.864990
	Iteration 68Q: 3 clusters Score -2747769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2747769.750000 Penalty: 3236.864990
	Iteration 69Q: 3 clusters Score -2747770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2747769.750000 Penalty: 3236.864990
	Iteration 70F: 3 clusters Score -2747770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Entering Unmasked Estep 
Score: -1671637.125000 Penalty: 1535.264526
	Iteration 0F: 2 clusters Score -1671637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1662770.375000 Penalty: 3070.529053
	Iteration 0F: 3 clusters Score -1662770 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1665705.000000 Penalty: 3070.529053
	Iteration 1F: 3 clusters Score -1665705 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1665985.875000 Penalty: 3070.529053
	Iteration 2F: 3 clusters Score -1665986 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1666292.625000 Penalty: 3070.529053
	Iteration 3Q: 3 clusters Score -1666293 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1666703.500000 Penalty: 3070.529053
	Iteration 4Q: 3 clusters Score -1666704 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1667215.875000 Penalty: 3070.529053
	Iteration 5F: 3 clusters Score -1667216 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1667741.000000 Penalty: 3070.529053
	Iteration 6F: 3 clusters Score -1667741 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1668265.750000 Penalty: 3070.529053
	Iteration 7F: 3 clusters Score -1668266 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1668798.250000 Penalty: 3070.529053
	Iteration 8F: 3 clusters Score -1668798 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1669274.375000 Penalty: 3070.529053
	Iteration 9F: 3 clusters Score -1669274 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1669658.750000 Penalty: 3070.529053
	Iteration 10Q: 3 clusters Score -1669659 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1669916.375000 Penalty: 3070.529053
	Iteration 11Q: 3 clusters Score -1669916 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1670062.750000 Penalty: 3070.529053
	Iteration 12Q: 3 clusters Score -1670063 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1670154.000000 Penalty: 3070.529053
	Iteration 13Q: 3 clusters Score -1670154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1670231.000000 Penalty: 3070.529053
	Iteration 14Q: 3 clusters Score -1670231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1670299.250000 Penalty: 3070.529053
	Iteration 15Q: 3 clusters Score -1670299 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1670347.250000 Penalty: 3070.529053
	Iteration 16Q: 3 clusters Score -1670347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1670381.750000 Penalty: 3070.529053
	Iteration 17Q: 3 clusters Score -1670382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1670418.750000 Penalty: 3070.529053
	Iteration 18Q: 3 clusters Score -1670419 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1670456.000000 Penalty: 3070.529053
	Iteration 19Q: 3 clusters Score -1670456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1670480.375000 Penalty: 3070.529053
	Iteration 20F: 3 clusters Score -1670480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1670507.125000 Penalty: 3070.529053
	Iteration 21Q: 3 clusters Score -1670507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1670521.125000 Penalty: 3070.529053
	Iteration 22Q: 3 clusters Score -1670521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1670540.875000 Penalty: 3070.529053
	Iteration 23Q: 3 clusters Score -1670541 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1670556.000000 Penalty: 3070.529053
	Iteration 24Q: 3 clusters Score -1670556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1670575.875000 Penalty: 3070.529053
	Iteration 25Q: 3 clusters Score -1670576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1670594.375000 Penalty: 3070.529053
	Iteration 26Q: 3 clusters Score -1670594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1670616.625000 Penalty: 3070.529053
	Iteration 27Q: 3 clusters Score -1670617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1670655.375000 Penalty: 3070.529053
	Iteration 28Q: 3 clusters Score -1670655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1670692.750000 Penalty: 3070.529053
	Iteration 29Q: 3 clusters Score -1670693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1670719.375000 Penalty: 3070.529053
	Iteration 30Q: 3 clusters Score -1670719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1670740.000000 Penalty: 3070.529053
	Iteration 31Q: 3 clusters Score -1670740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1670750.500000 Penalty: 3070.529053
	Iteration 32Q: 3 clusters Score -1670750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1670761.375000 Penalty: 3070.529053
	Iteration 33Q: 3 clusters Score -1670761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1670764.000000 Penalty: 3070.529053
	Iteration 34Q: 3 clusters Score -1670764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1670766.375000 Penalty: 3070.529053
	Iteration 35Q: 3 clusters Score -1670766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1670770.375000 Penalty: 3070.529053
	Iteration 36Q: 3 clusters Score -1670770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1670770.875000 Penalty: 3070.529053
	Iteration 37Q: 3 clusters Score -1670771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1670771.750000 Penalty: 3070.529053
	Iteration 38Q: 3 clusters Score -1670772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1670772.000000 Penalty: 3070.529053
	Iteration 39Q: 3 clusters Score -1670772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1670774.125000 Penalty: 3070.529053
	Iteration 40F: 3 clusters Score -1670774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1670781.000000 Penalty: 3070.529053
	Iteration 41Q: 3 clusters Score -1670781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1670782.875000 Penalty: 3070.529053
	Iteration 42Q: 3 clusters Score -1670783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1670780.125000 Penalty: 3070.529053
	Iteration 43Q: 3 clusters Score -1670780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1670784.875000 Penalty: 3070.529053
	Iteration 44Q: 3 clusters Score -1670785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1670788.125000 Penalty: 3070.529053
	Iteration 45Q: 3 clusters Score -1670788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1670790.500000 Penalty: 3070.529053
	Iteration 46Q: 3 clusters Score -1670790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1670793.375000 Penalty: 3070.529053
	Iteration 47Q: 3 clusters Score -1670793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1670795.500000 Penalty: 3070.529053
	Iteration 48Q: 3 clusters Score -1670796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1670796.125000 Penalty: 3070.529053
	Iteration 49Q: 3 clusters Score -1670796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1670798.000000 Penalty: 3070.529053
	Iteration 50Q: 3 clusters Score -1670798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1670797.250000 Penalty: 3070.529053
	Iteration 51Q: 3 clusters Score -1670797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1670798.250000 Penalty: 3070.529053
	Iteration 52Q: 3 clusters Score -1670798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1670796.250000 Penalty: 3070.529053
	Iteration 53Q: 3 clusters Score -1670796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1670795.750000 Penalty: 3070.529053
	Iteration 54Q: 3 clusters Score -1670796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1670800.875000 Penalty: 3070.529053
	Iteration 55Q: 3 clusters Score -1670801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1670803.250000 Penalty: 3070.529053
	Iteration 56Q: 3 clusters Score -1670803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1670800.625000 Penalty: 3070.529053
	Iteration 57Q: 3 clusters Score -1670801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1670803.250000 Penalty: 3070.529053
	Iteration 58Q: 3 clusters Score -1670803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1670807.875000 Penalty: 3070.529053
	Iteration 59Q: 3 clusters Score -1670808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1670810.250000 Penalty: 3070.529053
	Iteration 60F: 3 clusters Score -1670810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1670814.375000 Penalty: 3070.529053
	Iteration 61Q: 3 clusters Score -1670814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1670819.125000 Penalty: 3070.529053
	Iteration 62Q: 3 clusters Score -1670819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1670821.000000 Penalty: 3070.529053
	Iteration 63Q: 3 clusters Score -1670821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1670824.500000 Penalty: 3070.529053
	Iteration 64Q: 3 clusters Score -1670824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1670824.500000 Penalty: 3070.529053
	Iteration 65Q: 3 clusters Score -1670824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1670828.125000 Penalty: 3070.529053
	Iteration 66Q: 3 clusters Score -1670828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1670825.375000 Penalty: 3070.529053
	Iteration 67Q: 3 clusters Score -1670825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1670828.625000 Penalty: 3070.529053
	Iteration 68Q: 3 clusters Score -1670829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1670828.000000 Penalty: 3070.529053
	Iteration 69Q: 3 clusters Score -1670828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1670828.750000 Penalty: 3070.529053
	Iteration 70Q: 3 clusters Score -1670829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1670829.625000 Penalty: 3070.529053
	Iteration 71Q: 3 clusters Score -1670830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1670832.250000 Penalty: 3070.529053
	Iteration 72Q: 3 clusters Score -1670832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1670830.250000 Penalty: 3070.529053
	Iteration 73Q: 3 clusters Score -1670830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1670828.375000 Penalty: 3070.529053
	Iteration 74Q: 3 clusters Score -1670828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1670829.625000 Penalty: 3070.529053
	Iteration 75Q: 3 clusters Score -1670830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1670828.000000 Penalty: 3070.529053
	Iteration 76Q: 3 clusters Score -1670828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1670827.000000 Penalty: 3070.529053
	Iteration 77Q: 3 clusters Score -1670827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1670830.250000 Penalty: 3070.529053
	Iteration 78Q: 3 clusters Score -1670830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1670829.750000 Penalty: 3070.529053
	Iteration 79Q: 3 clusters Score -1670830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1670832.375000 Penalty: 3070.529053
	Iteration 80F: 3 clusters Score -1670832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1670834.125000 Penalty: 3070.529053
	Iteration 81Q: 3 clusters Score -1670834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1670835.000000 Penalty: 3070.529053
	Iteration 82Q: 3 clusters Score -1670835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1670834.625000 Penalty: 3070.529053
	Iteration 83Q: 3 clusters Score -1670835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1670831.500000 Penalty: 3070.529053
	Iteration 84Q: 3 clusters Score -1670832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1670833.000000 Penalty: 3070.529053
	Iteration 85Q: 3 clusters Score -1670833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1670833.000000 Penalty: 3070.529053
	Iteration 86Q: 3 clusters Score -1670833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1670833.875000 Penalty: 3070.529053
	Iteration 87Q: 3 clusters Score -1670834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1670833.750000 Penalty: 3070.529053
	Iteration 88Q: 3 clusters Score -1670834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1670833.750000 Penalty: 3070.529053
	Iteration 89F: 3 clusters Score -1670834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -623889.250000 Penalty: 1379.863037
	Iteration 0F: 2 clusters Score -623889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -619974.687500 Penalty: 2759.726074
	Iteration 0F: 3 clusters Score -619974.7 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -621026.375000 Penalty: 2759.726074
	Iteration 1F: 3 clusters Score -621026.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -621178.875000 Penalty: 2759.726074
	Iteration 2F: 3 clusters Score -621178.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -621298.187500 Penalty: 2759.726074
	Iteration 3Q: 3 clusters Score -621298.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -621392.250000 Penalty: 2759.726074
	Iteration 4Q: 3 clusters Score -621392.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -621466.625000 Penalty: 2759.726074
	Iteration 5Q: 3 clusters Score -621466.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -621531.500000 Penalty: 2759.726074
	Iteration 6Q: 3 clusters Score -621531.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -621595.375000 Penalty: 2759.726074
	Iteration 7Q: 3 clusters Score -621595.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -621667.000000 Penalty: 2759.726074
	Iteration 8Q: 3 clusters Score -621667 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -621743.750000 Penalty: 2759.726074
	Iteration 9Q: 3 clusters Score -621743.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -621851.687500 Penalty: 2759.726074
	Iteration 10Q: 3 clusters Score -621851.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -621962.312500 Penalty: 2759.726074
	Iteration 11Q: 3 clusters Score -621962.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -622057.750000 Penalty: 2759.726074
	Iteration 12Q: 3 clusters Score -622057.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -622175.312500 Penalty: 2759.726074
	Iteration 13Q: 3 clusters Score -622175.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -622278.000000 Penalty: 2759.726074
	Iteration 14Q: 3 clusters Score -622278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -622350.437500 Penalty: 2759.726074
	Iteration 15Q: 3 clusters Score -622350.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -622415.750000 Penalty: 2759.726074
	Iteration 16Q: 3 clusters Score -622415.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -622463.000000 Penalty: 2759.726074
	Iteration 17Q: 3 clusters Score -622463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -622504.812500 Penalty: 2759.726074
	Iteration 18Q: 3 clusters Score -622504.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -622544.125000 Penalty: 2759.726074
	Iteration 19Q: 3 clusters Score -622544.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -622582.250000 Penalty: 2759.726074
	Iteration 20F: 3 clusters Score -622582.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -622610.437500 Penalty: 2759.726074
	Iteration 21Q: 3 clusters Score -622610.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -622634.500000 Penalty: 2759.726074
	Iteration 22Q: 3 clusters Score -622634.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -622660.687500 Penalty: 2759.726074
	Iteration 23Q: 3 clusters Score -622660.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -622682.687500 Penalty: 2759.726074
	Iteration 24Q: 3 clusters Score -622682.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -622692.937500 Penalty: 2759.726074
	Iteration 25Q: 3 clusters Score -622692.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -622703.062500 Penalty: 2759.726074
	Iteration 26Q: 3 clusters Score -622703.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -622709.812500 Penalty: 2759.726074
	Iteration 27Q: 3 clusters Score -622709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -622713.500000 Penalty: 2759.726074
	Iteration 28Q: 3 clusters Score -622713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -622718.312500 Penalty: 2759.726074
	Iteration 29Q: 3 clusters Score -622718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -622721.875000 Penalty: 2759.726074
	Iteration 30Q: 3 clusters Score -622721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -622727.500000 Penalty: 2759.726074
	Iteration 31Q: 3 clusters Score -622727.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -622731.812500 Penalty: 2759.726074
	Iteration 32Q: 3 clusters Score -622731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -622734.250000 Penalty: 2759.726074
	Iteration 33Q: 3 clusters Score -622734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -622736.687500 Penalty: 2759.726074
	Iteration 34Q: 3 clusters Score -622736.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -622738.500000 Penalty: 2759.726074
	Iteration 35Q: 3 clusters Score -622738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -622740.437500 Penalty: 2759.726074
	Iteration 36Q: 3 clusters Score -622740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -622741.687500 Penalty: 2759.726074
	Iteration 37Q: 3 clusters Score -622741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -622741.125000 Penalty: 2759.726074
	Iteration 38Q: 3 clusters Score -622741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -622741.000000 Penalty: 2759.726074
	Iteration 39Q: 3 clusters Score -622741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -622743.125000 Penalty: 2759.726074
	Iteration 40F: 3 clusters Score -622743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -622743.000000 Penalty: 2759.726074
	Iteration 41Q: 3 clusters Score -622743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -622743.687500 Penalty: 2759.726074
	Iteration 42Q: 3 clusters Score -622743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -622744.312500 Penalty: 2759.726074
	Iteration 43Q: 3 clusters Score -622744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -622745.312500 Penalty: 2759.726074
	Iteration 44Q: 3 clusters Score -622745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -622745.187500 Penalty: 2759.726074
	Iteration 45Q: 3 clusters Score -622745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -622745.375000 Penalty: 2759.726074
	Iteration 46Q: 3 clusters Score -622745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -622745.375000 Penalty: 2759.726074
	Iteration 47F: 3 clusters Score -622745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Entering Unmasked Estep 
Score: -1954178.625000 Penalty: 1567.350708
	Iteration 0F: 2 clusters Score -1954179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1943623.625000 Penalty: 3134.701416
	Iteration 0F: 3 clusters Score -1943624 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1947546.500000 Penalty: 3134.701416
	Iteration 1F: 3 clusters Score -1947546 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1948027.375000 Penalty: 3134.701416
	Iteration 2F: 3 clusters Score -1948027 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1948505.125000 Penalty: 3134.701416
	Iteration 3F: 3 clusters Score -1948505 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1948944.625000 Penalty: 3134.701416
	Iteration 4F: 3 clusters Score -1948945 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1949382.125000 Penalty: 3134.701416
	Iteration 5F: 3 clusters Score -1949382 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1949814.625000 Penalty: 3134.701416
	Iteration 6F: 3 clusters Score -1949815 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1950182.625000 Penalty: 3134.701416
	Iteration 7Q: 3 clusters Score -1950183 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1950550.375000 Penalty: 3134.701416
	Iteration 8Q: 3 clusters Score -1950550 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1950844.500000 Penalty: 3134.701416
	Iteration 9Q: 3 clusters Score -1950844 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1951065.750000 Penalty: 3134.701416
	Iteration 10Q: 3 clusters Score -1951066 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1951205.875000 Penalty: 3134.701416
	Iteration 11Q: 3 clusters Score -1951206 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1951302.375000 Penalty: 3134.701416
	Iteration 12Q: 3 clusters Score -1951302 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1951364.250000 Penalty: 3134.701416
	Iteration 13Q: 3 clusters Score -1951364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1951409.625000 Penalty: 3134.701416
	Iteration 14Q: 3 clusters Score -1951410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1951449.500000 Penalty: 3134.701416
	Iteration 15Q: 3 clusters Score -1951450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1951478.125000 Penalty: 3134.701416
	Iteration 16Q: 3 clusters Score -1951478 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1951502.750000 Penalty: 3134.701416
	Iteration 17Q: 3 clusters Score -1951503 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1951528.500000 Penalty: 3134.701416
	Iteration 18Q: 3 clusters Score -1951528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1951544.875000 Penalty: 3134.701416
	Iteration 19Q: 3 clusters Score -1951545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1951566.500000 Penalty: 3134.701416
	Iteration 20F: 3 clusters Score -1951566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1951584.875000 Penalty: 3134.701416
	Iteration 21Q: 3 clusters Score -1951585 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1951589.250000 Penalty: 3134.701416
	Iteration 22Q: 3 clusters Score -1951589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1951601.750000 Penalty: 3134.701416
	Iteration 23Q: 3 clusters Score -1951602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1951610.125000 Penalty: 3134.701416
	Iteration 24Q: 3 clusters Score -1951610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1951623.375000 Penalty: 3134.701416
	Iteration 25Q: 3 clusters Score -1951623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1951639.500000 Penalty: 3134.701416
	Iteration 26Q: 3 clusters Score -1951640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1951649.375000 Penalty: 3134.701416
	Iteration 27Q: 3 clusters Score -1951649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1951658.625000 Penalty: 3134.701416
	Iteration 28Q: 3 clusters Score -1951659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1951668.125000 Penalty: 3134.701416
	Iteration 29Q: 3 clusters Score -1951668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1951687.250000 Penalty: 3134.701416
	Iteration 30Q: 3 clusters Score -1951687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1951698.750000 Penalty: 3134.701416
	Iteration 31Q: 3 clusters Score -1951699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1951710.500000 Penalty: 3134.701416
	Iteration 32Q: 3 clusters Score -1951710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1951713.750000 Penalty: 3134.701416
	Iteration 33Q: 3 clusters Score -1951714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1951720.250000 Penalty: 3134.701416
	Iteration 34Q: 3 clusters Score -1951720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1951721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1951723.250000 Penalty: 3134.701416
	Iteration 36Q: 3 clusters Score -1951723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1951741.375000 Penalty: 3134.701416
	Iteration 37Q: 3 clusters Score -1951741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1951750.625000 Penalty: 3134.701416
	Iteration 38Q: 3 clusters Score -1951751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1951758.875000 Penalty: 3134.701416
	Iteration 39Q: 3 clusters Score -1951759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1951766.875000 Penalty: 3134.701416
	Iteration 40F: 3 clusters Score -1951767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1951777.625000 Penalty: 3134.701416
	Iteration 41Q: 3 clusters Score -1951778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1951783.375000 Penalty: 3134.701416
	Iteration 42Q: 3 clusters Score -1951783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1951789.125000 Penalty: 3134.701416
	Iteration 43Q: 3 clusters Score -1951789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1951806.250000 Penalty: 3134.701416
	Iteration 44Q: 3 clusters Score -1951806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1951823.500000 Penalty: 3134.701416
	Iteration 45Q: 3 clusters Score -1951824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1951831.125000 Penalty: 3134.701416
	Iteration 46Q: 3 clusters Score -1951831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1951840.375000 Penalty: 3134.701416
	Iteration 47Q: 3 clusters Score -1951840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1951850.125000 Penalty: 3134.701416
	Iteration 48Q: 3 clusters Score -1951850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1951863.875000 Penalty: 3134.701416
	Iteration 49Q: 3 clusters Score -1951864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1951862.250000 Penalty: 3134.701416
	Iteration 50Q: 3 clusters Score -1951862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1951866.500000 Penalty: 3134.701416
	Iteration 51Q: 3 clusters Score -1951866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1951880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1951900.250000 Penalty: 3134.701416
	Iteration 53Q: 3 clusters Score -1951900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1951912.625000 Penalty: 3134.701416
	Iteration 54Q: 3 clusters Score -1951913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1951921.375000 Penalty: 3134.701416
	Iteration 55Q: 3 clusters Score -1951921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1951941.125000 Penalty: 3134.701416
	Iteration 56Q: 3 clusters Score -1951941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1951951.875000 Penalty: 3134.701416
	Iteration 57Q: 3 clusters Score -1951952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1951960.375000 Penalty: 3134.701416
	Iteration 58Q: 3 clusters Score -1951960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1951973.750000 Penalty: 3134.701416
	Iteration 59Q: 3 clusters Score -1951974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1951988.125000 Penalty: 3134.701416
	Iteration 60F: 3 clusters Score -1951988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1951992.375000 Penalty: 3134.701416
	Iteration 61Q: 3 clusters Score -1951992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1951998.875000 Penalty: 3134.701416
	Iteration 62Q: 3 clusters Score -1951999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1952012.125000 Penalty: 3134.701416
	Iteration 63Q: 3 clusters Score -1952012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1952025.750000 Penalty: 3134.701416
	Iteration 64Q: 3 clusters Score -1952026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1952029.625000 Penalty: 3134.701416
	Iteration 65Q: 3 clusters Score -1952030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1952030.500000 Penalty: 3134.701416
	Iteration 66Q: 3 clusters Score -1952030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1952039.375000 Penalty: 3134.701416
	Iteration 67Q: 3 clusters Score -1952039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1952048.750000 Penalty: 3134.701416
	Iteration 68Q: 3 clusters Score -1952049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1952052.625000 Penalty: 3134.701416
	Iteration 69Q: 3 clusters Score -1952053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1952061.000000 Penalty: 3134.701416
	Iteration 70Q: 3 clusters Score -1952061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1952068.375000 Penalty: 3134.701416
	Iteration 71Q: 3 clusters Score -1952068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1952071.000000 Penalty: 3134.701416
	Iteration 72Q: 3 clusters Score -1952071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1952078.375000 Penalty: 3134.701416
	Iteration 73Q: 3 clusters Score -1952078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1952085.125000 Penalty: 3134.701416
	Iteration 74Q: 3 clusters Score -1952085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1952092.625000 Penalty: 3134.701416
	Iteration 75Q: 3 clusters Score -1952093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1952094.625000 Penalty: 3134.701416
	Iteration 76Q: 3 clusters Score -1952095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1952101.250000 Penalty: 3134.701416
	Iteration 77Q: 3 clusters Score -1952101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1952104.500000 Penalty: 3134.701416
	Iteration 78Q: 3 clusters Score -1952104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1952107.750000 Penalty: 3134.701416
	Iteration 79Q: 3 clusters Score -1952108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1952106.125000 Penalty: 3134.701416
	Iteration 80F: 3 clusters Score -1952106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1952110.875000 Penalty: 3134.701416
	Iteration 81Q: 3 clusters Score -1952111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1952118.625000 Penalty: 3134.701416
	Iteration 82Q: 3 clusters Score -1952119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1952120.875000 Penalty: 3134.701416
	Iteration 83Q: 3 clusters Score -1952121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1952123.500000 Penalty: 3134.701416
	Iteration 84Q: 3 clusters Score -1952124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1952120.000000 Penalty: 3134.701416
	Iteration 85Q: 3 clusters Score -1952120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1952125.500000 Penalty: 3134.701416
	Iteration 86Q: 3 clusters Score -1952126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1952126.125000 Penalty: 3134.701416
	Iteration 87Q: 3 clusters Score -1952126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1952128.000000 Penalty: 3134.701416
	Iteration 88Q: 3 clusters Score -1952128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1952130.500000 Penalty: 3134.701416
	Iteration 89Q: 3 clusters Score -1952130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1952132.375000 Penalty: 3134.701416
	Iteration 90Q: 3 clusters Score -1952132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1952131.750000 Penalty: 3134.701416
	Iteration 91Q: 3 clusters Score -1952132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1952130.750000 Penalty: 3134.701416
	Iteration 92Q: 3 clusters Score -1952131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1952131.625000 Penalty: 3134.701416
	Iteration 93Q: 3 clusters Score -1952132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1952134.750000 Penalty: 3134.701416
	Iteration 94Q: 3 clusters Score -1952135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1952136.125000 Penalty: 3134.701416
	Iteration 95Q: 3 clusters Score -1952136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1952134.250000 Penalty: 3134.701416
	Iteration 96Q: 3 clusters Score -1952134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1952129.375000 Penalty: 3134.701416
	Iteration 97Q: 3 clusters Score -1952129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1952132.375000 Penalty: 3134.701416
	Iteration 98Q: 3 clusters Score -1952132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1952132.000000 Penalty: 3134.701416
	Iteration 99Q: 3 clusters Score -1952132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1952131.125000 Penalty: 3134.701416
	Iteration 100F: 3 clusters Score -1952131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1952130.875000 Penalty: 3134.701416
	Iteration 101Q: 3 clusters Score -1952131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1952131.875000 Penalty: 3134.701416
	Iteration 102Q: 3 clusters Score -1952132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1952134.500000 Penalty: 3134.701416
	Iteration 103Q: 3 clusters Score -1952134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1952134.500000 Penalty: 3134.701416
	Iteration 104Q: 3 clusters Score -1952134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1952136.875000 Penalty: 3134.701416
	Iteration 105Q: 3 clusters Score -1952137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1952136.875000 Penalty: 3134.701416
	Iteration 106Q: 3 clusters Score -1952137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1952136.875000 Penalty: 3134.701416
	Iteration 107F: 3 clusters Score -1952137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -706346.687500 Penalty: 1408.805298
	Iteration 0F: 2 clusters Score -706346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -701873.000000 Penalty: 2817.610596
	Iteration 0F: 3 clusters Score -701873 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -703299.000000 Penalty: 2817.610596
	Iteration 1F: 3 clusters Score -703299 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -703568.062500 Penalty: 2817.610596
	Iteration 2F: 3 clusters Score -703568.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -703771.937500 Penalty: 2817.610596
	Iteration 3F: 3 clusters Score -703771.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -703946.625000 Penalty: 2817.610596
	Iteration 4F: 3 clusters Score -703946.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -704097.187500 Penalty: 2817.610596
	Iteration 5Q: 3 clusters Score -704097.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -704251.250000 Penalty: 2817.610596
	Iteration 6Q: 3 clusters Score -704251.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -704404.625000 Penalty: 2817.610596
	Iteration 7Q: 3 clusters Score -704404.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -704562.750000 Penalty: 2817.610596
	Iteration 8Q: 3 clusters Score -704562.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -704709.687500 Penalty: 2817.610596
	Iteration 9Q: 3 clusters Score -704709.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -704844.625000 Penalty: 2817.610596
	Iteration 10Q: 3 clusters Score -704844.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -704938.562500 Penalty: 2817.610596
	Iteration 11Q: 3 clusters Score -704938.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -704980.062500 Penalty: 2817.610596
	Iteration 12Q: 3 clusters Score -704980.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -705012.125000 Penalty: 2817.610596
	Iteration 13Q: 3 clusters Score -705012.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -705029.062500 Penalty: 2817.610596
	Iteration 14Q: 3 clusters Score -705029.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -705038.000000 Penalty: 2817.610596
	Iteration 15Q: 3 clusters Score -705038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -705042.062500 Penalty: 2817.610596
	Iteration 16Q: 3 clusters Score -705042.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -705045.625000 Penalty: 2817.610596
	Iteration 17Q: 3 clusters Score -705045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -705048.500000 Penalty: 2817.610596
	Iteration 18Q: 3 clusters Score -705048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -705049.687500 Penalty: 2817.610596
	Iteration 19Q: 3 clusters Score -705049.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -705052.250000 Penalty: 2817.610596
	Iteration 20F: 3 clusters Score -705052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -705053.187500 Penalty: 2817.610596
	Iteration 21Q: 3 clusters Score -705053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -705054.750000 Penalty: 2817.610596
	Iteration 22Q: 3 clusters Score -705054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -705055.500000 Penalty: 2817.610596
	Iteration 23Q: 3 clusters Score -705055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -705055.375000 Penalty: 2817.610596
	Iteration 24Q: 3 clusters Score -705055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -705057.562500 Penalty: 2817.610596
	Iteration 25Q: 3 clusters Score -705057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -705058.187500 Penalty: 2817.610596
	Iteration 26Q: 3 clusters Score -705058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -705058.750000 Penalty: 2817.610596
	Iteration 27Q: 3 clusters Score -705058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -705058.687500 Penalty: 2817.610596
	Iteration 28Q: 3 clusters Score -705058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -705059.750000 Penalty: 2817.610596
	Iteration 29Q: 3 clusters Score -705059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -705060.937500 Penalty: 2817.610596
	Iteration 30Q: 3 clusters Score -705060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -705061.187500 Penalty: 2817.610596
	Iteration 31Q: 3 clusters Score -705061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -705063.062500 Penalty: 2817.610596
	Iteration 32Q: 3 clusters Score -705063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -705065.625000 Penalty: 2817.610596
	Iteration 33Q: 3 clusters Score -705065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -705065.750000 Penalty: 2817.610596
	Iteration 34Q: 3 clusters Score -705065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -705065.875000 Penalty: 2817.610596
	Iteration 35Q: 3 clusters Score -705065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -705067.375000 Penalty: 2817.610596
	Iteration 36Q: 3 clusters Score -705067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -705066.750000 Penalty: 2817.610596
	Iteration 37Q: 3 clusters Score -705066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -705068.375000 Penalty: 2817.610596
	Iteration 38Q: 3 clusters Score -705068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -705068.750000 Penalty: 2817.610596
	Iteration 39Q: 3 clusters Score -705068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -705069.375000 Penalty: 2817.610596
	Iteration 40F: 3 clusters Score -705069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (109529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Entering Unmasked Estep 
Score: -14403624.000000 Penalty: 1885.640991
	Iteration 0F: 2 clusters Score -1.440362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -14351976.000000 Penalty: 3771.281982
	Iteration 0F: 3 clusters Score -1.435198e+07 nChanged 52492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -14382779.000000 Penalty: 3771.281982
	Iteration 1F: 3 clusters Score -1.438278e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -14383893.000000 Penalty: 3771.281982
	Iteration 2Q: 3 clusters Score -1.438389e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -14385600.000000 Penalty: 3771.281982
	Iteration 3F: 3 clusters Score -1.43856e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -14387639.000000 Penalty: 3771.281982
	Iteration 4F: 3 clusters Score -1.438764e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -14390135.000000 Penalty: 3771.281982
	Iteration 5F: 3 clusters Score -1.439014e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -14394223.000000 Penalty: 3771.281982
	Iteration 6F: 3 clusters Score -1.439422e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -14399740.000000 Penalty: 3771.281982
	Iteration 7F: 3 clusters Score -1.439974e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -14403655.000000 Penalty: 3771.281982
	Iteration 8F: 3 clusters Score -1.440366e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -14405315.000000 Penalty: 3771.281982
	Iteration 9Q: 3 clusters Score -1.440532e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -14406401.000000 Penalty: 3771.281982
	Iteration 10Q: 3 clusters Score -1.44064e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -14407309.000000 Penalty: 3771.281982
	Iteration 11Q: 3 clusters Score -1.440731e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -14408345.000000 Penalty: 3771.281982
	Iteration 12Q: 3 clusters Score -1.440834e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -14409259.000000 Penalty: 3771.281982
	Iteration 13Q: 3 clusters Score -1.440926e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -14410184.000000 Penalty: 3771.281982
	Iteration 14Q: 3 clusters Score -1.441018e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -14411240.000000 Penalty: 3771.281982
	Iteration 15Q: 3 clusters Score -1.441124e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -14412209.000000 Penalty: 3771.281982
	Iteration 16Q: 3 clusters Score -1.441221e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -14413341.000000 Penalty: 3771.281982
	Iteration 17Q: 3 clusters Score -1.441334e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -14414503.000000 Penalty: 3771.281982
	Iteration 18Q: 3 clusters Score -1.44145e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -14415152.000000 Penalty: 3771.281982
	Iteration 19Q: 3 clusters Score -1.441515e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -14415929.000000 Penalty: 3771.281982
	Iteration 20F: 3 clusters Score -1.441593e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -14416470.000000 Penalty: 3771.281982
	Iteration 21Q: 3 clusters Score -1.441647e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -14416547.000000 Penalty: 3771.281982
	Iteration 22Q: 3 clusters Score -1.441655e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -14416414.000000 Penalty: 3771.281982
	Iteration 23Q: 3 clusters Score -1.441641e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -14416028.000000 Penalty: 3771.281982
	Iteration 24Q: 3 clusters Score -1.441603e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -14415566.000000 Penalty: 3771.281982
	Iteration 25Q: 3 clusters Score -1.441557e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -14415182.000000 Penalty: 3771.281982
	Iteration 26Q: 3 clusters Score -1.441518e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -14414931.000000 Penalty: 3771.281982
	Iteration 27Q: 3 clusters Score -1.441493e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -14414689.000000 Penalty: 3771.281982
	Iteration 28Q: 3 clusters Score -1.441469e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -14414474.000000 Penalty: 3771.281982
	Iteration 29Q: 3 clusters Score -1.441447e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -14414363.000000 Penalty: 3771.281982
	Iteration 30Q: 3 clusters Score -1.441436e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -14414172.000000 Penalty: 3771.281982
	Iteration 31Q: 3 clusters Score -1.441417e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -14414123.000000 Penalty: 3771.281982
	Iteration 32Q: 3 clusters Score -1.441412e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -14413983.000000 Penalty: 3771.281982
	Iteration 33Q: 3 clusters Score -1.441398e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -14413856.000000 Penalty: 3771.281982
	Iteration 34Q: 3 clusters Score -1.441386e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -14413733.000000 Penalty: 3771.281982
	Iteration 35Q: 3 clusters Score -1.441373e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -14413695.000000 Penalty: 3771.281982
	Iteration 36Q: 3 clusters Score -1.44137e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -14413638.000000 Penalty: 3771.281982
	Iteration 37Q: 3 clusters Score -1.441364e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -14413488.000000 Penalty: 3771.281982
	Iteration 38Q: 3 clusters Score -1.441349e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -14413468.000000 Penalty: 3771.281982
	Iteration 39Q: 3 clusters Score -1.441347e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -14413630.000000 Penalty: 3771.281982
	Iteration 40F: 3 clusters Score -1.441363e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -14413305.000000 Penalty: 3771.281982
	Iteration 41Q: 3 clusters Score -1.44133e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -14413003.000000 Penalty: 3771.281982
	Iteration 42Q: 3 clusters Score -1.4413e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -14412806.000000 Penalty: 3771.281982
	Iteration 43Q: 3 clusters Score -1.441281e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -14412707.000000 Penalty: 3771.281982
	Iteration 44Q: 3 clusters Score -1.441271e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -14412572.000000 Penalty: 3771.281982
	Iteration 45Q: 3 clusters Score -1.441257e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -14412364.000000 Penalty: 3771.281982
	Iteration 46Q: 3 clusters Score -1.441236e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -14412218.000000 Penalty: 3771.281982
	Iteration 47Q: 3 clusters Score -1.441222e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -14412132.000000 Penalty: 3771.281982
	Iteration 48Q: 3 clusters Score -1.441213e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -14412019.000000 Penalty: 3771.281982
	Iteration 49Q: 3 clusters Score -1.441202e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -14411829.000000 Penalty: 3771.281982
	Iteration 50Q: 3 clusters Score -1.441183e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -14411636.000000 Penalty: 3771.281982
	Iteration 51Q: 3 clusters Score -1.441164e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -14411470.000000 Penalty: 3771.281982
	Iteration 52Q: 3 clusters Score -1.441147e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -14411343.000000 Penalty: 3771.281982
	Iteration 53Q: 3 clusters Score -1.441134e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -14411163.000000 Penalty: 3771.281982
	Iteration 54Q: 3 clusters Score -1.441116e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -14410832.000000 Penalty: 3771.281982
	Iteration 55Q: 3 clusters Score -1.441083e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -14410553.000000 Penalty: 3771.281982
	Iteration 56Q: 3 clusters Score -1.441055e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -14410258.000000 Penalty: 3771.281982
	Iteration 57Q: 3 clusters Score -1.441026e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -14409910.000000 Penalty: 3771.281982
	Iteration 58Q: 3 clusters Score -1.440991e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -14409426.000000 Penalty: 3771.281982
	Iteration 59Q: 3 clusters Score -1.440943e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -14408987.000000 Penalty: 3771.281982
	Iteration 60F: 3 clusters Score -1.440899e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -14408486.000000 Penalty: 3771.281982
	Iteration 61Q: 3 clusters Score -1.440849e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -14407972.000000 Penalty: 3771.281982
	Iteration 62Q: 3 clusters Score -1.440797e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -14407419.000000 Penalty: 3771.281982
	Iteration 63Q: 3 clusters Score -1.440742e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -14406878.000000 Penalty: 3771.281982
	Iteration 64Q: 3 clusters Score -1.440688e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -14406415.000000 Penalty: 3771.281982
	Iteration 65Q: 3 clusters Score -1.440642e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -14406005.000000 Penalty: 3771.281982
	Iteration 66Q: 3 clusters Score -1.4406e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -14405594.000000 Penalty: 3771.281982
	Iteration 67Q: 3 clusters Score -1.440559e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -14405313.000000 Penalty: 3771.281982
	Iteration 68Q: 3 clusters Score -1.440531e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14405105.000000 Penalty: 3771.281982
	Iteration 69Q: 3 clusters Score -1.44051e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14404948.000000 Penalty: 3771.281982
	Iteration 70Q: 3 clusters Score -1.440495e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -14404731.000000 Penalty: 3771.281982
	Iteration 71Q: 3 clusters Score -1.440473e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -14404486.000000 Penalty: 3771.281982
	Iteration 72Q: 3 clusters Score -1.440449e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14404344.000000 Penalty: 3771.281982
	Iteration 73Q: 3 clusters Score -1.440434e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14404174.000000 Penalty: 3771.281982
	Iteration 74Q: 3 clusters Score -1.440417e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14404115.000000 Penalty: 3771.281982
	Iteration 75Q: 3 clusters Score -1.440412e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -14403947.000000 Penalty: 3771.281982
	Iteration 76Q: 3 clusters Score -1.440395e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -14403816.000000 Penalty: 3771.281982
	Iteration 77Q: 3 clusters Score -1.440382e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -14403641.000000 Penalty: 3771.281982
	Iteration 78Q: 3 clusters Score -1.440364e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -14403508.000000 Penalty: 3771.281982
	Iteration 79Q: 3 clusters Score -1.440351e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14403425.000000 Penalty: 3771.281982
	Iteration 80F: 3 clusters Score -1.440342e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14403387.000000 Penalty: 3771.281982
	Iteration 81Q: 3 clusters Score -1.440339e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -14403315.000000 Penalty: 3771.281982
	Iteration 82Q: 3 clusters Score -1.440332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14403222.000000 Penalty: 3771.281982
	Iteration 83Q: 3 clusters Score -1.440322e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14403199.000000 Penalty: 3771.281982
	Iteration 84Q: 3 clusters Score -1.44032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -14403169.000000 Penalty: 3771.281982
	Iteration 85Q: 3 clusters Score -1.440317e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14403118.000000 Penalty: 3771.281982
	Iteration 86Q: 3 clusters Score -1.440312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14403086.000000 Penalty: 3771.281982
	Iteration 87Q: 3 clusters Score -1.440309e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14403063.000000 Penalty: 3771.281982
	Iteration 88Q: 3 clusters Score -1.440306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -14403039.000000 Penalty: 3771.281982
	Iteration 89Q: 3 clusters Score -1.440304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14403019.000000 Penalty: 3771.281982
	Iteration 90Q: 3 clusters Score -1.440302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -14402997.000000 Penalty: 3771.281982
	Iteration 91Q: 3 clusters Score -1.4403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14403001.000000 Penalty: 3771.281982
	Iteration 92Q: 3 clusters Score -1.4403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14402994.000000 Penalty: 3771.281982
	Iteration 93Q: 3 clusters Score -1.440299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14402964.000000 Penalty: 3771.281982
	Iteration 94Q: 3 clusters Score -1.440296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108658 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14402959.000000 Penalty: 3771.281982
	Iteration 95Q: 3 clusters Score -1.440296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14402960.000000 Penalty: 3771.281982
	Iteration 96Q: 3 clusters Score -1.440296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108696 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14402941.000000 Penalty: 3771.281982
	Iteration 97Q: 3 clusters Score -1.440294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14402928.000000 Penalty: 3771.281982
	Iteration 98Q: 3 clusters Score -1.440293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14402913.000000 Penalty: 3771.281982
	Iteration 99Q: 3 clusters Score -1.440291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14402916.000000 Penalty: 3771.281982
	Iteration 100F: 3 clusters Score -1.440292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108739 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14402885.000000 Penalty: 3771.281982
	Iteration 101Q: 3 clusters Score -1.440288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14402878.000000 Penalty: 3771.281982
	Iteration 102Q: 3 clusters Score -1.440288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14402881.000000 Penalty: 3771.281982
	Iteration 103Q: 3 clusters Score -1.440288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14402876.000000 Penalty: 3771.281982
	Iteration 104Q: 3 clusters Score -1.440288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14402876.000000 Penalty: 3771.281982
	Iteration 105Q: 3 clusters Score -1.440288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14402873.000000 Penalty: 3771.281982
	Iteration 106Q: 3 clusters Score -1.440287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14402876.000000 Penalty: 3771.281982
	Iteration 107Q: 3 clusters Score -1.440288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -14402868.000000 Penalty: 3771.281982
	Iteration 108Q: 3 clusters Score -1.440287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14402877.000000 Penalty: 3771.281982
	Iteration 109Q: 3 clusters Score -1.440288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14402859.000000 Penalty: 3771.281982
	Iteration 110Q: 3 clusters Score -1.440286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14402851.000000 Penalty: 3771.281982
	Iteration 111Q: 3 clusters Score -1.440285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14402855.000000 Penalty: 3771.281982
	Iteration 112Q: 3 clusters Score -1.440286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14402839.000000 Penalty: 3771.281982
	Iteration 113Q: 3 clusters Score -1.440284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14402846.000000 Penalty: 3771.281982
	Iteration 114Q: 3 clusters Score -1.440285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14402825.000000 Penalty: 3771.281982
	Iteration 115Q: 3 clusters Score -1.440282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108859 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14402824.000000 Penalty: 3771.281982
	Iteration 116Q: 3 clusters Score -1.440282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14402847.000000 Penalty: 3771.281982
	Iteration 117Q: 3 clusters Score -1.440285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14402836.000000 Penalty: 3771.281982
	Iteration 118Q: 3 clusters Score -1.440284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14402847.000000 Penalty: 3771.281982
	Iteration 119Q: 3 clusters Score -1.440285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14402850.000000 Penalty: 3771.281982
	Iteration 120F: 3 clusters Score -1.440285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14402834.000000 Penalty: 3771.281982
	Iteration 121Q: 3 clusters Score -1.440283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14402849.000000 Penalty: 3771.281982
	Iteration 122Q: 3 clusters Score -1.440285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14402837.000000 Penalty: 3771.281982
	Iteration 123Q: 3 clusters Score -1.440284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14402843.000000 Penalty: 3771.281982
	Iteration 124Q: 3 clusters Score -1.440284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14402836.000000 Penalty: 3771.281982
	Iteration 125Q: 3 clusters Score -1.440284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14402833.000000 Penalty: 3771.281982
	Iteration 126Q: 3 clusters Score -1.440283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14402839.000000 Penalty: 3771.281982
	Iteration 127Q: 3 clusters Score -1.440284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14402825.000000 Penalty: 3771.281982
	Iteration 128Q: 3 clusters Score -1.440282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14402828.000000 Penalty: 3771.281982
	Iteration 129Q: 3 clusters Score -1.440283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14402828.000000 Penalty: 3771.281982
	Iteration 130F: 3 clusters Score -1.440283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Entering Unmasked Estep 
Score: -9414746.000000 Penalty: 1815.365112
	Iteration 0F: 2 clusters Score -9414746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -9368480.000000 Penalty: 3630.730225
	Iteration 0F: 3 clusters Score -9368480 nChanged 33716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -9387904.000000 Penalty: 3630.730225
	Iteration 1F: 3 clusters Score -9387904 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -9388545.000000 Penalty: 3630.730225
	Iteration 2Q: 3 clusters Score -9388545 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -9389261.000000 Penalty: 3630.730225
	Iteration 3Q: 3 clusters Score -9389261 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -9390127.000000 Penalty: 3630.730225
	Iteration 4Q: 3 clusters Score -9390127 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -9391401.000000 Penalty: 3630.730225
	Iteration 5Q: 3 clusters Score -9391401 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -9393254.000000 Penalty: 3630.730225
	Iteration 6F: 3 clusters Score -9393254 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -9395994.000000 Penalty: 3630.730225
	Iteration 7F: 3 clusters Score -9395994 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -9399561.000000 Penalty: 3630.730225
	Iteration 8F: 3 clusters Score -9399561 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -9403802.000000 Penalty: 3630.730225
	Iteration 9F: 3 clusters Score -9403802 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -9407719.000000 Penalty: 3630.730225
	Iteration 10F: 3 clusters Score -9407719 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9410580.000000 Penalty: 3630.730225
	Iteration 11Q: 3 clusters Score -9410580 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9412092.000000 Penalty: 3630.730225
	Iteration 12Q: 3 clusters Score -9412092 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9412766.000000 Penalty: 3630.730225
	Iteration 13Q: 3 clusters Score -9412766 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9412966.000000 Penalty: 3630.730225
	Iteration 14Q: 3 clusters Score -9412966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9413056.000000 Penalty: 3630.730225
	Iteration 15Q: 3 clusters Score -9413056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9413091.000000 Penalty: 3630.730225
	Iteration 16Q: 3 clusters Score -9413091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9413117.000000 Penalty: 3630.730225
	Iteration 17Q: 3 clusters Score -9413117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9413146.000000 Penalty: 3630.730225
	Iteration 18Q: 3 clusters Score -9413146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9413157.000000 Penalty: 3630.730225
	Iteration 19Q: 3 clusters Score -9413157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9413159.000000 Penalty: 3630.730225
	Iteration 20F: 3 clusters Score -9413159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -490052.437500 Penalty: 1350.921387
	Iteration 0F: 2 clusters Score -490052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -486624.187500 Penalty: 2701.842773
	Iteration 0F: 3 clusters Score -486624.2 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -487582.250000 Penalty: 2701.842773
	Iteration 1F: 3 clusters Score -487582.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -487877.718750 Penalty: 2701.842773
	Iteration 2F: 3 clusters Score -487877.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -488132.843750 Penalty: 2701.842773
	Iteration 3F: 3 clusters Score -488132.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -488335.031250 Penalty: 2701.842773
	Iteration 4F: 3 clusters Score -488335 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -488475.093750 Penalty: 2701.842773
	Iteration 5F: 3 clusters Score -488475.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -488579.062500 Penalty: 2701.842773
	Iteration 6Q: 3 clusters Score -488579.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -488666.375000 Penalty: 2701.842773
	Iteration 7Q: 3 clusters Score -488666.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -488740.781250 Penalty: 2701.842773
	Iteration 8Q: 3 clusters Score -488740.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -488799.781250 Penalty: 2701.842773
	Iteration 9Q: 3 clusters Score -488799.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -488845.000000 Penalty: 2701.842773
	Iteration 10Q: 3 clusters Score -488845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -488879.937500 Penalty: 2701.842773
	Iteration 11Q: 3 clusters Score -488879.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -488902.687500 Penalty: 2701.842773
	Iteration 12Q: 3 clusters Score -488902.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -488924.718750 Penalty: 2701.842773
	Iteration 13Q: 3 clusters Score -488924.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -488947.468750 Penalty: 2701.842773
	Iteration 14Q: 3 clusters Score -488947.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -488968.718750 Penalty: 2701.842773
	Iteration 15Q: 3 clusters Score -488968.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -488994.187500 Penalty: 2701.842773
	Iteration 16Q: 3 clusters Score -488994.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -489021.937500 Penalty: 2701.842773
	Iteration 17Q: 3 clusters Score -489021.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -489042.968750 Penalty: 2701.842773
	Iteration 18Q: 3 clusters Score -489043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -489063.218750 Penalty: 2701.842773
	Iteration 19Q: 3 clusters Score -489063.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -489078.718750 Penalty: 2701.842773
	Iteration 20F: 3 clusters Score -489078.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -489089.093750 Penalty: 2701.842773
	Iteration 21Q: 3 clusters Score -489089.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -489096.375000 Penalty: 2701.842773
	Iteration 22Q: 3 clusters Score -489096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -489103.375000 Penalty: 2701.842773
	Iteration 23Q: 3 clusters Score -489103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -489107.281250 Penalty: 2701.842773
	Iteration 24Q: 3 clusters Score -489107.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -489111.375000 Penalty: 2701.842773
	Iteration 25Q: 3 clusters Score -489111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -489112.312500 Penalty: 2701.842773
	Iteration 26Q: 3 clusters Score -489112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -489112.312500 Penalty: 2701.842773
	Iteration 27F: 3 clusters Score -489112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -156407.515625 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -156407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -154766.375000 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -154766.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -155417.812500 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -155417.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -155640.125000 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -155640.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -155799.578125 Penalty: 2358.984131
	Iteration 3F: 3 clusters Score -155799.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -155864.078125 Penalty: 2358.984131
	Iteration 4Q: 3 clusters Score -155864.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155900.468750 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -155900.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155925.781250 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -155925.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155947.421875 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -155947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -155962.343750 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -155962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -155970.296875 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -155970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -155979.437500 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -155979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155988.046875 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -155988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -155995.296875 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -155995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -155998.781250 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -155998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -156000.875000 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -156000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -156003.718750 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -156003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -156006.953125 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -156007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -156010.218750 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -156010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -156012.953125 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -156013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -156013.140625 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -156013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -156013.140625 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -156013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -754051.750000 Penalty: 1411.681885
	Iteration 0F: 2 clusters Score -754051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -749503.750000 Penalty: 2823.363770
	Iteration 0F: 3 clusters Score -749503.8 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -750897.000000 Penalty: 2823.363770
	Iteration 1F: 3 clusters Score -750897 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -751316.250000 Penalty: 2823.363770
	Iteration 2F: 3 clusters Score -751316.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -751581.187500 Penalty: 2823.363770
	Iteration 3F: 3 clusters Score -751581.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -751762.687500 Penalty: 2823.363770
	Iteration 4F: 3 clusters Score -751762.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -751904.000000 Penalty: 2823.363770
	Iteration 5Q: 3 clusters Score -751904 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -752068.687500 Penalty: 2823.363770
	Iteration 6Q: 3 clusters Score -752068.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -752239.812500 Penalty: 2823.363770
	Iteration 7Q: 3 clusters Score -752239.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -752382.312500 Penalty: 2823.363770
	Iteration 8Q: 3 clusters Score -752382.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -752497.250000 Penalty: 2823.363770
	Iteration 9Q: 3 clusters Score -752497.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -752616.562500 Penalty: 2823.363770
	Iteration 10Q: 3 clusters Score -752616.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -752754.187500 Penalty: 2823.363770
	Iteration 11Q: 3 clusters Score -752754.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -752939.187500 Penalty: 2823.363770
	Iteration 12Q: 3 clusters Score -752939.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -753221.625000 Penalty: 2823.363770
	Iteration 13Q: 3 clusters Score -753221.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -753603.125000 Penalty: 2823.363770
	Iteration 14Q: 3 clusters Score -753603.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -754044.812500 Penalty: 2823.363770
	Iteration 15Q: 3 clusters Score -754044.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -754318.187500 Penalty: 2823.363770
	Iteration 16Q: 3 clusters Score -754318.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -754428.937500 Penalty: 2823.363770
	Iteration 17Q: 3 clusters Score -754428.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -754462.000000 Penalty: 2823.363770
	Iteration 18Q: 3 clusters Score -754462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -754472.375000 Penalty: 2823.363770
	Iteration 19Q: 3 clusters Score -754472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -754475.375000 Penalty: 2823.363770
	Iteration 20F: 3 clusters Score -754475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -754475.937500 Penalty: 2823.363770
	Iteration 21Q: 3 clusters Score -754475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -754477.125000 Penalty: 2823.363770
	Iteration 22Q: 3 clusters Score -754477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -754477.375000 Penalty: 2823.363770
	Iteration 23Q: 3 clusters Score -754477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -754477.375000 Penalty: 2823.363770
	Iteration 24F: 3 clusters Score -754477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 18798 members 
Mstep: Class 4 contains 67156 members 
Mstep: Class 5 contains 65058 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 73853 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21154 members 
Mstep: Class 13 contains 12680 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 109529 members 
Mstep: Class 18 contains 71074 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 78412 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 17069 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18678 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 18455 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 23206 members 
Mstep: Class 33 contains 3265 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 93799 members 
Mstep: Class 36 contains 77960 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
Score: -127766360.000000 Penalty: 83069.179688
Splitting cluster 21 changes total score from -127766864.000000 to -127766360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -798590.125000 Penalty: 1423.522705
	Iteration 0F: 2 clusters Score -798590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -793710.500000 Penalty: 2847.045410
	Iteration 0F: 3 clusters Score -793710.5 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -795109.312500 Penalty: 2847.045410
	Iteration 1F: 3 clusters Score -795109.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -795308.875000 Penalty: 2847.045410
	Iteration 2F: 3 clusters Score -795308.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -795465.125000 Penalty: 2847.045410
	Iteration 3F: 3 clusters Score -795465.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -795617.937500 Penalty: 2847.045410
	Iteration 4Q: 3 clusters Score -795617.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -795737.625000 Penalty: 2847.045410
	Iteration 5Q: 3 clusters Score -795737.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -795849.562500 Penalty: 2847.045410
	Iteration 6Q: 3 clusters Score -795849.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -795959.500000 Penalty: 2847.045410
	Iteration 7Q: 3 clusters Score -795959.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -796070.562500 Penalty: 2847.045410
	Iteration 8Q: 3 clusters Score -796070.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -796219.000000 Penalty: 2847.045410
	Iteration 9Q: 3 clusters Score -796219 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -796393.375000 Penalty: 2847.045410
	Iteration 10Q: 3 clusters Score -796393.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -796604.750000 Penalty: 2847.045410
	Iteration 11Q: 3 clusters Score -796604.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -796848.250000 Penalty: 2847.045410
	Iteration 12Q: 3 clusters Score -796848.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -797166.187500 Penalty: 2847.045410
	Iteration 13Q: 3 clusters Score -797166.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -797482.937500 Penalty: 2847.045410
	Iteration 14Q: 3 clusters Score -797482.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -797725.937500 Penalty: 2847.045410
	Iteration 15Q: 3 clusters Score -797725.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -797889.437500 Penalty: 2847.045410
	Iteration 16Q: 3 clusters Score -797889.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -797987.250000 Penalty: 2847.045410
	Iteration 17Q: 3 clusters Score -797987.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -798054.375000 Penalty: 2847.045410
	Iteration 18Q: 3 clusters Score -798054.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -798119.937500 Penalty: 2847.045410
	Iteration 19Q: 3 clusters Score -798119.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -798158.625000 Penalty: 2847.045410
	Iteration 20F: 3 clusters Score -798158.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -798186.687500 Penalty: 2847.045410
	Iteration 21Q: 3 clusters Score -798186.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -798207.125000 Penalty: 2847.045410
	Iteration 22Q: 3 clusters Score -798207.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -798224.875000 Penalty: 2847.045410
	Iteration 23Q: 3 clusters Score -798224.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -798231.375000 Penalty: 2847.045410
	Iteration 24Q: 3 clusters Score -798231.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -798234.812500 Penalty: 2847.045410
	Iteration 25Q: 3 clusters Score -798234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -798240.250000 Penalty: 2847.045410
	Iteration 26Q: 3 clusters Score -798240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -798239.875000 Penalty: 2847.045410
	Iteration 27Q: 3 clusters Score -798239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -798242.937500 Penalty: 2847.045410
	Iteration 28Q: 3 clusters Score -798242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -798242.750000 Penalty: 2847.045410
	Iteration 29Q: 3 clusters Score -798242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -798244.562500 Penalty: 2847.045410
	Iteration 30Q: 3 clusters Score -798244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -798243.000000 Penalty: 2847.045410
	Iteration 31Q: 3 clusters Score -798243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -798242.687500 Penalty: 2847.045410
	Iteration 32Q: 3 clusters Score -798242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -798242.687500 Penalty: 2847.045410
	Iteration 33F: 3 clusters Score -798242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (78412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Entering Unmasked Estep 
Score: -10394644.000000 Penalty: 1831.331543
	Iteration 0F: 2 clusters Score -1.039464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -10345221.000000 Penalty: 3662.663086
	Iteration 0F: 3 clusters Score -1.034522e+07 nChanged 37336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -10366433.000000 Penalty: 3662.663086
	Iteration 1F: 3 clusters Score -1.036643e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -10367046.000000 Penalty: 3662.663086
	Iteration 2Q: 3 clusters Score -1.036705e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -10367808.000000 Penalty: 3662.663086
	Iteration 3Q: 3 clusters Score -1.036781e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -10368742.000000 Penalty: 3662.663086
	Iteration 4Q: 3 clusters Score -1.036874e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -10369928.000000 Penalty: 3662.663086
	Iteration 5Q: 3 clusters Score -1.036993e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -10371442.000000 Penalty: 3662.663086
	Iteration 6Q: 3 clusters Score -1.037144e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -10373708.000000 Penalty: 3662.663086
	Iteration 7F: 3 clusters Score -1.037371e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -10376869.000000 Penalty: 3662.663086
	Iteration 8F: 3 clusters Score -1.037687e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -10380609.000000 Penalty: 3662.663086
	Iteration 9F: 3 clusters Score -1.038061e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -10383412.000000 Penalty: 3662.663086
	Iteration 10F: 3 clusters Score -1.038341e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -10384875.000000 Penalty: 3662.663086
	Iteration 11Q: 3 clusters Score -1.038488e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -10385692.000000 Penalty: 3662.663086
	Iteration 12Q: 3 clusters Score -1.038569e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -10386424.000000 Penalty: 3662.663086
	Iteration 13Q: 3 clusters Score -1.038642e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -10387185.000000 Penalty: 3662.663086
	Iteration 14Q: 3 clusters Score -1.038718e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -10388100.000000 Penalty: 3662.663086
	Iteration 15Q: 3 clusters Score -1.03881e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -10389309.000000 Penalty: 3662.663086
	Iteration 16Q: 3 clusters Score -1.038931e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -10390546.000000 Penalty: 3662.663086
	Iteration 17Q: 3 clusters Score -1.039055e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -10391781.000000 Penalty: 3662.663086
	Iteration 18Q: 3 clusters Score -1.039178e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -10392843.000000 Penalty: 3662.663086
	Iteration 19Q: 3 clusters Score -1.039284e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -10393669.000000 Penalty: 3662.663086
	Iteration 20F: 3 clusters Score -1.039367e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -10394216.000000 Penalty: 3662.663086
	Iteration 21Q: 3 clusters Score -1.039422e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -10394545.000000 Penalty: 3662.663086
	Iteration 22Q: 3 clusters Score -1.039454e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -10394695.000000 Penalty: 3662.663086
	Iteration 23Q: 3 clusters Score -1.03947e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -10394786.000000 Penalty: 3662.663086
	Iteration 24Q: 3 clusters Score -1.039479e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -10394918.000000 Penalty: 3662.663086
	Iteration 25Q: 3 clusters Score -1.039492e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -10394954.000000 Penalty: 3662.663086
	Iteration 26Q: 3 clusters Score -1.039495e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -10394975.000000 Penalty: 3662.663086
	Iteration 27Q: 3 clusters Score -1.039498e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -10394951.000000 Penalty: 3662.663086
	Iteration 28Q: 3 clusters Score -1.039495e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -10394980.000000 Penalty: 3662.663086
	Iteration 29Q: 3 clusters Score -1.039498e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -10395022.000000 Penalty: 3662.663086
	Iteration 30Q: 3 clusters Score -1.039502e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -10395071.000000 Penalty: 3662.663086
	Iteration 31Q: 3 clusters Score -1.039507e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -10395053.000000 Penalty: 3662.663086
	Iteration 32Q: 3 clusters Score -1.039505e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -10395049.000000 Penalty: 3662.663086
	Iteration 33Q: 3 clusters Score -1.039505e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -10395047.000000 Penalty: 3662.663086
	Iteration 34Q: 3 clusters Score -1.039505e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -10395066.000000 Penalty: 3662.663086
	Iteration 35Q: 3 clusters Score -1.039507e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -10395117.000000 Penalty: 3662.663086
	Iteration 36Q: 3 clusters Score -1.039512e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -10395104.000000 Penalty: 3662.663086
	Iteration 37Q: 3 clusters Score -1.03951e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -10395062.000000 Penalty: 3662.663086
	Iteration 38Q: 3 clusters Score -1.039506e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -10395080.000000 Penalty: 3662.663086
	Iteration 39Q: 3 clusters Score -1.039508e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -10395062.000000 Penalty: 3662.663086
	Iteration 40F: 3 clusters Score -1.039506e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -10395077.000000 Penalty: 3662.663086
	Iteration 41Q: 3 clusters Score -1.039508e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -10395032.000000 Penalty: 3662.663086
	Iteration 42Q: 3 clusters Score -1.039503e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -10395026.000000 Penalty: 3662.663086
	Iteration 43Q: 3 clusters Score -1.039503e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -10394961.000000 Penalty: 3662.663086
	Iteration 44Q: 3 clusters Score -1.039496e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -10394972.000000 Penalty: 3662.663086
	Iteration 45Q: 3 clusters Score -1.039497e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -10394896.000000 Penalty: 3662.663086
	Iteration 46Q: 3 clusters Score -1.03949e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -10394913.000000 Penalty: 3662.663086
	Iteration 47Q: 3 clusters Score -1.039491e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -10395013.000000 Penalty: 3662.663086
	Iteration 48Q: 3 clusters Score -1.039501e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -10394994.000000 Penalty: 3662.663086
	Iteration 49Q: 3 clusters Score -1.039499e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -10395002.000000 Penalty: 3662.663086
	Iteration 50Q: 3 clusters Score -1.0395e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -10394980.000000 Penalty: 3662.663086
	Iteration 51Q: 3 clusters Score -1.039498e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -10395025.000000 Penalty: 3662.663086
	Iteration 52Q: 3 clusters Score -1.039502e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -10395029.000000 Penalty: 3662.663086
	Iteration 53Q: 3 clusters Score -1.039503e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -10395023.000000 Penalty: 3662.663086
	Iteration 54Q: 3 clusters Score -1.039502e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -10395062.000000 Penalty: 3662.663086
	Iteration 55Q: 3 clusters Score -1.039506e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -10395051.000000 Penalty: 3662.663086
	Iteration 56Q: 3 clusters Score -1.039505e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -10395029.000000 Penalty: 3662.663086
	Iteration 57Q: 3 clusters Score -1.039503e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -10395017.000000 Penalty: 3662.663086
	Iteration 58Q: 3 clusters Score -1.039502e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -10395002.000000 Penalty: 3662.663086
	Iteration 59Q: 3 clusters Score -1.0395e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -10395008.000000 Penalty: 3662.663086
	Iteration 60F: 3 clusters Score -1.039501e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -10395013.000000 Penalty: 3662.663086
	Iteration 61Q: 3 clusters Score -1.039501e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -10395010.000000 Penalty: 3662.663086
	Iteration 62Q: 3 clusters Score -1.039501e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -10394992.000000 Penalty: 3662.663086
	Iteration 63Q: 3 clusters Score -1.039499e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -10394935.000000 Penalty: 3662.663086
	Iteration 64Q: 3 clusters Score -1.039494e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -10394954.000000 Penalty: 3662.663086
	Iteration 65Q: 3 clusters Score -1.039495e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -10394918.000000 Penalty: 3662.663086
	Iteration 66Q: 3 clusters Score -1.039492e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -10394885.000000 Penalty: 3662.663086
	Iteration 67Q: 3 clusters Score -1.039488e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -10394887.000000 Penalty: 3662.663086
	Iteration 68Q: 3 clusters Score -1.039489e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -10394819.000000 Penalty: 3662.663086
	Iteration 69Q: 3 clusters Score -1.039482e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -10394844.000000 Penalty: 3662.663086
	Iteration 70Q: 3 clusters Score -1.039484e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -10394832.000000 Penalty: 3662.663086
	Iteration 71Q: 3 clusters Score -1.039483e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -10394791.000000 Penalty: 3662.663086
	Iteration 72Q: 3 clusters Score -1.039479e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -10394767.000000 Penalty: 3662.663086
	Iteration 73Q: 3 clusters Score -1.039477e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -10394777.000000 Penalty: 3662.663086
	Iteration 74Q: 3 clusters Score -1.039478e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -10394721.000000 Penalty: 3662.663086
	Iteration 75Q: 3 clusters Score -1.039472e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -10394740.000000 Penalty: 3662.663086
	Iteration 76Q: 3 clusters Score -1.039474e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -10394755.000000 Penalty: 3662.663086
	Iteration 77Q: 3 clusters Score -1.039476e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -10394766.000000 Penalty: 3662.663086
	Iteration 78Q: 3 clusters Score -1.039477e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -10394732.000000 Penalty: 3662.663086
	Iteration 79Q: 3 clusters Score -1.039473e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -10394712.000000 Penalty: 3662.663086
	Iteration 80F: 3 clusters Score -1.039471e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -10394703.000000 Penalty: 3662.663086
	Iteration 81Q: 3 clusters Score -1.03947e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -10394720.000000 Penalty: 3662.663086
	Iteration 82Q: 3 clusters Score -1.039472e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -10394693.000000 Penalty: 3662.663086
	Iteration 83Q: 3 clusters Score -1.039469e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -10394681.000000 Penalty: 3662.663086
	Iteration 84Q: 3 clusters Score -1.039468e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -10394655.000000 Penalty: 3662.663086
	Iteration 85Q: 3 clusters Score -1.039466e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -10394675.000000 Penalty: 3662.663086
	Iteration 86Q: 3 clusters Score -1.039468e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -10394646.000000 Penalty: 3662.663086
	Iteration 87Q: 3 clusters Score -1.039465e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -10394624.000000 Penalty: 3662.663086
	Iteration 88Q: 3 clusters Score -1.039462e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -10394654.000000 Penalty: 3662.663086
	Iteration 89Q: 3 clusters Score -1.039465e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -10394634.000000 Penalty: 3662.663086
	Iteration 90Q: 3 clusters Score -1.039463e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -10394611.000000 Penalty: 3662.663086
	Iteration 91Q: 3 clusters Score -1.039461e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -10394605.000000 Penalty: 3662.663086
	Iteration 92Q: 3 clusters Score -1.03946e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -10394604.000000 Penalty: 3662.663086
	Iteration 93Q: 3 clusters Score -1.03946e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -10394604.000000 Penalty: 3662.663086
	Iteration 94Q: 3 clusters Score -1.03946e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -10394583.000000 Penalty: 3662.663086
	Iteration 95Q: 3 clusters Score -1.039458e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -10394592.000000 Penalty: 3662.663086
	Iteration 96Q: 3 clusters Score -1.039459e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -10394557.000000 Penalty: 3662.663086
	Iteration 97Q: 3 clusters Score -1.039456e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -10394537.000000 Penalty: 3662.663086
	Iteration 98Q: 3 clusters Score -1.039454e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -10394550.000000 Penalty: 3662.663086
	Iteration 99Q: 3 clusters Score -1.039455e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -10394525.000000 Penalty: 3662.663086
	Iteration 100F: 3 clusters Score -1.039452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -10394551.000000 Penalty: 3662.663086
	Iteration 101Q: 3 clusters Score -1.039455e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -10394556.000000 Penalty: 3662.663086
	Iteration 102Q: 3 clusters Score -1.039456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -10394535.000000 Penalty: 3662.663086
	Iteration 103Q: 3 clusters Score -1.039454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -10394538.000000 Penalty: 3662.663086
	Iteration 104Q: 3 clusters Score -1.039454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -10394534.000000 Penalty: 3662.663086
	Iteration 105Q: 3 clusters Score -1.039453e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -10394516.000000 Penalty: 3662.663086
	Iteration 106Q: 3 clusters Score -1.039452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -10394492.000000 Penalty: 3662.663086
	Iteration 107Q: 3 clusters Score -1.039449e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -10394489.000000 Penalty: 3662.663086
	Iteration 108Q: 3 clusters Score -1.039449e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -10394474.000000 Penalty: 3662.663086
	Iteration 109Q: 3 clusters Score -1.039447e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -10394461.000000 Penalty: 3662.663086
	Iteration 110Q: 3 clusters Score -1.039446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -10394430.000000 Penalty: 3662.663086
	Iteration 111Q: 3 clusters Score -1.039443e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -10394425.000000 Penalty: 3662.663086
	Iteration 112Q: 3 clusters Score -1.039442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -10394411.000000 Penalty: 3662.663086
	Iteration 113Q: 3 clusters Score -1.039441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -10394423.000000 Penalty: 3662.663086
	Iteration 114Q: 3 clusters Score -1.039442e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -10394421.000000 Penalty: 3662.663086
	Iteration 115Q: 3 clusters Score -1.039442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -10394428.000000 Penalty: 3662.663086
	Iteration 116Q: 3 clusters Score -1.039443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -10394427.000000 Penalty: 3662.663086
	Iteration 117Q: 3 clusters Score -1.039443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -10394421.000000 Penalty: 3662.663086
	Iteration 118Q: 3 clusters Score -1.039442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -10394426.000000 Penalty: 3662.663086
	Iteration 119Q: 3 clusters Score -1.039443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -10394427.000000 Penalty: 3662.663086
	Iteration 120F: 3 clusters Score -1.039443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -10394423.000000 Penalty: 3662.663086
	Iteration 121Q: 3 clusters Score -1.039442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -10394430.000000 Penalty: 3662.663086
	Iteration 122Q: 3 clusters Score -1.039443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -10394427.000000 Penalty: 3662.663086
	Iteration 123Q: 3 clusters Score -1.039443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -10394428.000000 Penalty: 3662.663086
	Iteration 124Q: 3 clusters Score -1.039443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -10394433.000000 Penalty: 3662.663086
	Iteration 125Q: 3 clusters Score -1.039443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -10394424.000000 Penalty: 3662.663086
	Iteration 126Q: 3 clusters Score -1.039442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -10394421.000000 Penalty: 3662.663086
	Iteration 127Q: 3 clusters Score -1.039442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -10394430.000000 Penalty: 3662.663086
	Iteration 128Q: 3 clusters Score -1.039443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -10394425.000000 Penalty: 3662.663086
	Iteration 129Q: 3 clusters Score -1.039442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -10394426.000000 Penalty: 3662.663086
	Iteration 130Q: 3 clusters Score -1.039443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -10394426.000000 Penalty: 3662.663086
	Iteration 131F: 3 clusters Score -1.039443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6968.270996 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6968.271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7032.348145 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -7032.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -341708.937500 Penalty: 1285.351685
	Iteration 0F: 2 clusters Score -341708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -339177.718750 Penalty: 2570.703369
	Iteration 0F: 3 clusters Score -339177.7 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -339784.875000 Penalty: 2570.703369
	Iteration 1F: 3 clusters Score -339784.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -339891.468750 Penalty: 2570.703369
	Iteration 2F: 3 clusters Score -339891.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -339946.812500 Penalty: 2570.703369
	Iteration 3Q: 3 clusters Score -339946.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -340000.593750 Penalty: 2570.703369
	Iteration 4Q: 3 clusters Score -340000.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -340048.343750 Penalty: 2570.703369
	Iteration 5Q: 3 clusters Score -340048.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -340086.687500 Penalty: 2570.703369
	Iteration 6Q: 3 clusters Score -340086.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -340132.656250 Penalty: 2570.703369
	Iteration 7Q: 3 clusters Score -340132.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340171.875000 Penalty: 2570.703369
	Iteration 8Q: 3 clusters Score -340171.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -340218.218750 Penalty: 2570.703369
	Iteration 9Q: 3 clusters Score -340218.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -340257.968750 Penalty: 2570.703369
	Iteration 10Q: 3 clusters Score -340258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -340292.843750 Penalty: 2570.703369
	Iteration 11Q: 3 clusters Score -340292.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -340329.625000 Penalty: 2570.703369
	Iteration 12Q: 3 clusters Score -340329.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -340365.343750 Penalty: 2570.703369
	Iteration 13Q: 3 clusters Score -340365.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340393.312500 Penalty: 2570.703369
	Iteration 14Q: 3 clusters Score -340393.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -340416.156250 Penalty: 2570.703369
	Iteration 15Q: 3 clusters Score -340416.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -340437.500000 Penalty: 2570.703369
	Iteration 16Q: 3 clusters Score -340437.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340458.968750 Penalty: 2570.703369
	Iteration 17Q: 3 clusters Score -340459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -340506.312500 Penalty: 2570.703369
	Iteration 18Q: 3 clusters Score -340506.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -340564.062500 Penalty: 2570.703369
	Iteration 19Q: 3 clusters Score -340564.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -340629.781250 Penalty: 2570.703369
	Iteration 20F: 3 clusters Score -340629.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -340723.781250 Penalty: 2570.703369
	Iteration 21Q: 3 clusters Score -340723.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -340825.781250 Penalty: 2570.703369
	Iteration 22Q: 3 clusters Score -340825.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -340936.281250 Penalty: 2570.703369
	Iteration 23Q: 3 clusters Score -340936.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -341041.562500 Penalty: 2570.703369
	Iteration 24Q: 3 clusters Score -341041.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -341112.562500 Penalty: 2570.703369
	Iteration 25Q: 3 clusters Score -341112.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -341164.062500 Penalty: 2570.703369
	Iteration 26Q: 3 clusters Score -341164.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -341185.031250 Penalty: 2570.703369
	Iteration 27Q: 3 clusters Score -341185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -341198.843750 Penalty: 2570.703369
	Iteration 28Q: 3 clusters Score -341198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341204.312500 Penalty: 2570.703369
	Iteration 29Q: 3 clusters Score -341204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -341209.468750 Penalty: 2570.703369
	Iteration 30Q: 3 clusters Score -341209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -341210.750000 Penalty: 2570.703369
	Iteration 31Q: 3 clusters Score -341210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -341211.281250 Penalty: 2570.703369
	Iteration 32Q: 3 clusters Score -341211.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -341211.281250 Penalty: 2570.703369
	Iteration 33F: 3 clusters Score -341211.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Entering Unmasked Estep 
Score: -2178870.500000 Penalty: 1583.565552
	Iteration 0F: 2 clusters Score -2178870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2167370.750000 Penalty: 3167.131104
	Iteration 0F: 3 clusters Score -2167371 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2171439.750000 Penalty: 3167.131104
	Iteration 1F: 3 clusters Score -2171440 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2171827.250000 Penalty: 3167.131104
	Iteration 2F: 3 clusters Score -2171827 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2172168.000000 Penalty: 3167.131104
	Iteration 3F: 3 clusters Score -2172168 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2172456.000000 Penalty: 3167.131104
	Iteration 4Q: 3 clusters Score -2172456 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2172739.750000 Penalty: 3167.131104
	Iteration 5Q: 3 clusters Score -2172740 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2173051.000000 Penalty: 3167.131104
	Iteration 6Q: 3 clusters Score -2173051 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2173402.250000 Penalty: 3167.131104
	Iteration 7Q: 3 clusters Score -2173402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2173789.750000 Penalty: 3167.131104
	Iteration 8Q: 3 clusters Score -2173790 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2174117.250000 Penalty: 3167.131104
	Iteration 9Q: 3 clusters Score -2174117 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2174384.000000 Penalty: 3167.131104
	Iteration 10Q: 3 clusters Score -2174384 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2174574.000000 Penalty: 3167.131104
	Iteration 11Q: 3 clusters Score -2174574 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2174715.000000 Penalty: 3167.131104
	Iteration 12Q: 3 clusters Score -2174715 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2174805.500000 Penalty: 3167.131104
	Iteration 13Q: 3 clusters Score -2174806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2174880.000000 Penalty: 3167.131104
	Iteration 14Q: 3 clusters Score -2174880 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2174932.000000 Penalty: 3167.131104
	Iteration 15Q: 3 clusters Score -2174932 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2174973.250000 Penalty: 3167.131104
	Iteration 16Q: 3 clusters Score -2174973 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2175013.750000 Penalty: 3167.131104
	Iteration 17Q: 3 clusters Score -2175014 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2175050.000000 Penalty: 3167.131104
	Iteration 18Q: 3 clusters Score -2175050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2175098.000000 Penalty: 3167.131104
	Iteration 19Q: 3 clusters Score -2175098 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2175133.500000 Penalty: 3167.131104
	Iteration 20F: 3 clusters Score -2175134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2175170.500000 Penalty: 3167.131104
	Iteration 21Q: 3 clusters Score -2175170 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2175208.750000 Penalty: 3167.131104
	Iteration 22Q: 3 clusters Score -2175209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2175244.500000 Penalty: 3167.131104
	Iteration 23Q: 3 clusters Score -2175244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2175278.500000 Penalty: 3167.131104
	Iteration 24Q: 3 clusters Score -2175278 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2175329.750000 Penalty: 3167.131104
	Iteration 25Q: 3 clusters Score -2175330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2175369.500000 Penalty: 3167.131104
	Iteration 26Q: 3 clusters Score -2175370 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2175402.250000 Penalty: 3167.131104
	Iteration 27Q: 3 clusters Score -2175402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2175438.500000 Penalty: 3167.131104
	Iteration 28Q: 3 clusters Score -2175438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2175471.250000 Penalty: 3167.131104
	Iteration 29Q: 3 clusters Score -2175471 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2175508.500000 Penalty: 3167.131104
	Iteration 30Q: 3 clusters Score -2175508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2175548.000000 Penalty: 3167.131104
	Iteration 31Q: 3 clusters Score -2175548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2175593.500000 Penalty: 3167.131104
	Iteration 32Q: 3 clusters Score -2175594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2175644.750000 Penalty: 3167.131104
	Iteration 33Q: 3 clusters Score -2175645 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2175688.750000 Penalty: 3167.131104
	Iteration 34Q: 3 clusters Score -2175689 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2175743.250000 Penalty: 3167.131104
	Iteration 35Q: 3 clusters Score -2175743 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2175817.500000 Penalty: 3167.131104
	Iteration 36Q: 3 clusters Score -2175818 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2175918.250000 Penalty: 3167.131104
	Iteration 37Q: 3 clusters Score -2175918 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2176045.250000 Penalty: 3167.131104
	Iteration 38Q: 3 clusters Score -2176045 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2176203.500000 Penalty: 3167.131104
	Iteration 39Q: 3 clusters Score -2176204 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2176358.750000 Penalty: 3167.131104
	Iteration 40F: 3 clusters Score -2176359 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2176498.000000 Penalty: 3167.131104
	Iteration 41Q: 3 clusters Score -2176498 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2176645.500000 Penalty: 3167.131104
	Iteration 42Q: 3 clusters Score -2176646 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2176788.000000 Penalty: 3167.131104
	Iteration 43Q: 3 clusters Score -2176788 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2176906.250000 Penalty: 3167.131104
	Iteration 44Q: 3 clusters Score -2176906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2176994.500000 Penalty: 3167.131104
	Iteration 45Q: 3 clusters Score -2176994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2177074.500000 Penalty: 3167.131104
	Iteration 46Q: 3 clusters Score -2177074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2177151.500000 Penalty: 3167.131104
	Iteration 47Q: 3 clusters Score -2177152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2177211.750000 Penalty: 3167.131104
	Iteration 48Q: 3 clusters Score -2177212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2177257.250000 Penalty: 3167.131104
	Iteration 49Q: 3 clusters Score -2177257 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2177309.000000 Penalty: 3167.131104
	Iteration 50Q: 3 clusters Score -2177309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2177354.500000 Penalty: 3167.131104
	Iteration 51Q: 3 clusters Score -2177354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2177391.750000 Penalty: 3167.131104
	Iteration 52Q: 3 clusters Score -2177392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2177418.250000 Penalty: 3167.131104
	Iteration 53Q: 3 clusters Score -2177418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2177439.000000 Penalty: 3167.131104
	Iteration 54Q: 3 clusters Score -2177439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2177463.250000 Penalty: 3167.131104
	Iteration 55Q: 3 clusters Score -2177463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2177480.250000 Penalty: 3167.131104
	Iteration 56Q: 3 clusters Score -2177480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2177492.500000 Penalty: 3167.131104
	Iteration 57Q: 3 clusters Score -2177492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2177511.750000 Penalty: 3167.131104
	Iteration 58Q: 3 clusters Score -2177512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2177523.500000 Penalty: 3167.131104
	Iteration 59Q: 3 clusters Score -2177524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2177532.500000 Penalty: 3167.131104
	Iteration 60F: 3 clusters Score -2177532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2177536.500000 Penalty: 3167.131104
	Iteration 61Q: 3 clusters Score -2177536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2177540.750000 Penalty: 3167.131104
	Iteration 62Q: 3 clusters Score -2177541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2177548.250000 Penalty: 3167.131104
	Iteration 63Q: 3 clusters Score -2177548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2177550.500000 Penalty: 3167.131104
	Iteration 64Q: 3 clusters Score -2177550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2177555.250000 Penalty: 3167.131104
	Iteration 65Q: 3 clusters Score -2177555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2177554.500000 Penalty: 3167.131104
	Iteration 66Q: 3 clusters Score -2177554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2177557.750000 Penalty: 3167.131104
	Iteration 67Q: 3 clusters Score -2177558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2177562.250000 Penalty: 3167.131104
	Iteration 68Q: 3 clusters Score -2177562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2177563.000000 Penalty: 3167.131104
	Iteration 69Q: 3 clusters Score -2177563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2177564.750000 Penalty: 3167.131104
	Iteration 70Q: 3 clusters Score -2177565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2177568.000000 Penalty: 3167.131104
	Iteration 71Q: 3 clusters Score -2177568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2177569.750000 Penalty: 3167.131104
	Iteration 72Q: 3 clusters Score -2177570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2177574.500000 Penalty: 3167.131104
	Iteration 73Q: 3 clusters Score -2177574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2177577.750000 Penalty: 3167.131104
	Iteration 74Q: 3 clusters Score -2177578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2177581.500000 Penalty: 3167.131104
	Iteration 75Q: 3 clusters Score -2177582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2177583.250000 Penalty: 3167.131104
	Iteration 76Q: 3 clusters Score -2177583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2177585.000000 Penalty: 3167.131104
	Iteration 77Q: 3 clusters Score -2177585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2177591.500000 Penalty: 3167.131104
	Iteration 78Q: 3 clusters Score -2177592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2177591.500000 Penalty: 3167.131104
	Iteration 79Q: 3 clusters Score -2177592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2177592.500000 Penalty: 3167.131104
	Iteration 80F: 3 clusters Score -2177592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2177600.250000 Penalty: 3167.131104
	Iteration 81Q: 3 clusters Score -2177600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2177601.750000 Penalty: 3167.131104
	Iteration 82Q: 3 clusters Score -2177602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2177602.000000 Penalty: 3167.131104
	Iteration 83Q: 3 clusters Score -2177602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2177602.000000 Penalty: 3167.131104
	Iteration 84F: 3 clusters Score -2177602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -37896.089844 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -37896.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37038.734375 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -37038.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37163.875000 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -37163.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37210.625000 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -37210.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37244.136719 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -37244.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37276.964844 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -37276.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37305.761719 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -37305.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37328.796875 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -37328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37333.621094 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -37333.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37336.257812 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -37336.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37336.257812 Penalty: 1912.079712
	Iteration 9F: 3 clusters Score -37336.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Entering Unmasked Estep 
Score: -2409157.500000 Penalty: 1598.204102
	Iteration 0F: 2 clusters Score -2409158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2396354.750000 Penalty: 3196.408203
	Iteration 0F: 3 clusters Score -2396355 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2400832.500000 Penalty: 3196.408203
	Iteration 1F: 3 clusters Score -2400832 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2401167.750000 Penalty: 3196.408203
	Iteration 2F: 3 clusters Score -2401168 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2401509.500000 Penalty: 3196.408203
	Iteration 3Q: 3 clusters Score -2401510 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2401938.000000 Penalty: 3196.408203
	Iteration 4Q: 3 clusters Score -2401938 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2402443.250000 Penalty: 3196.408203
	Iteration 5Q: 3 clusters Score -2402443 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2403014.250000 Penalty: 3196.408203
	Iteration 6Q: 3 clusters Score -2403014 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2403633.750000 Penalty: 3196.408203
	Iteration 7F: 3 clusters Score -2403634 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2404320.000000 Penalty: 3196.408203
	Iteration 8F: 3 clusters Score -2404320 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2404914.000000 Penalty: 3196.408203
	Iteration 9F: 3 clusters Score -2404914 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2405315.500000 Penalty: 3196.408203
	Iteration 10Q: 3 clusters Score -2405316 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2405501.750000 Penalty: 3196.408203
	Iteration 11Q: 3 clusters Score -2405502 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2405606.750000 Penalty: 3196.408203
	Iteration 12Q: 3 clusters Score -2405607 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2405683.750000 Penalty: 3196.408203
	Iteration 13Q: 3 clusters Score -2405684 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2405747.750000 Penalty: 3196.408203
	Iteration 14Q: 3 clusters Score -2405748 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2405807.250000 Penalty: 3196.408203
	Iteration 15Q: 3 clusters Score -2405807 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2405884.250000 Penalty: 3196.408203
	Iteration 16Q: 3 clusters Score -2405884 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2405932.500000 Penalty: 3196.408203
	Iteration 17Q: 3 clusters Score -2405932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2405998.750000 Penalty: 3196.408203
	Iteration 18Q: 3 clusters Score -2405999 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2406061.250000 Penalty: 3196.408203
	Iteration 19Q: 3 clusters Score -2406061 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2406142.250000 Penalty: 3196.408203
	Iteration 20F: 3 clusters Score -2406142 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2406219.500000 Penalty: 3196.408203
	Iteration 21Q: 3 clusters Score -2406220 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2406352.750000 Penalty: 3196.408203
	Iteration 22Q: 3 clusters Score -2406353 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2406470.000000 Penalty: 3196.408203
	Iteration 23Q: 3 clusters Score -2406470 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2406552.000000 Penalty: 3196.408203
	Iteration 24Q: 3 clusters Score -2406552 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2406637.750000 Penalty: 3196.408203
	Iteration 25Q: 3 clusters Score -2406638 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2406728.750000 Penalty: 3196.408203
	Iteration 26Q: 3 clusters Score -2406729 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2406798.000000 Penalty: 3196.408203
	Iteration 27Q: 3 clusters Score -2406798 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2406857.500000 Penalty: 3196.408203
	Iteration 28Q: 3 clusters Score -2406858 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2406935.750000 Penalty: 3196.408203
	Iteration 29Q: 3 clusters Score -2406936 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2407006.000000 Penalty: 3196.408203
	Iteration 30Q: 3 clusters Score -2407006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2407067.250000 Penalty: 3196.408203
	Iteration 31Q: 3 clusters Score -2407067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2407114.000000 Penalty: 3196.408203
	Iteration 32Q: 3 clusters Score -2407114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2407161.750000 Penalty: 3196.408203
	Iteration 33Q: 3 clusters Score -2407162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2407219.000000 Penalty: 3196.408203
	Iteration 34Q: 3 clusters Score -2407219 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2407262.500000 Penalty: 3196.408203
	Iteration 35Q: 3 clusters Score -2407262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2407300.500000 Penalty: 3196.408203
	Iteration 36Q: 3 clusters Score -2407300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2407333.750000 Penalty: 3196.408203
	Iteration 37Q: 3 clusters Score -2407334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2407371.250000 Penalty: 3196.408203
	Iteration 38Q: 3 clusters Score -2407371 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2407410.000000 Penalty: 3196.408203
	Iteration 39Q: 3 clusters Score -2407410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2407439.000000 Penalty: 3196.408203
	Iteration 40F: 3 clusters Score -2407439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2407467.000000 Penalty: 3196.408203
	Iteration 41Q: 3 clusters Score -2407467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2407494.250000 Penalty: 3196.408203
	Iteration 42Q: 3 clusters Score -2407494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2407512.250000 Penalty: 3196.408203
	Iteration 43Q: 3 clusters Score -2407512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2407530.500000 Penalty: 3196.408203
	Iteration 44Q: 3 clusters Score -2407530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2407552.000000 Penalty: 3196.408203
	Iteration 45Q: 3 clusters Score -2407552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2407563.500000 Penalty: 3196.408203
	Iteration 46Q: 3 clusters Score -2407564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2407578.500000 Penalty: 3196.408203
	Iteration 47Q: 3 clusters Score -2407578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2407593.750000 Penalty: 3196.408203
	Iteration 48Q: 3 clusters Score -2407594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2407600.750000 Penalty: 3196.408203
	Iteration 49Q: 3 clusters Score -2407601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2407609.250000 Penalty: 3196.408203
	Iteration 50Q: 3 clusters Score -2407609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2407616.250000 Penalty: 3196.408203
	Iteration 51Q: 3 clusters Score -2407616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2407624.250000 Penalty: 3196.408203
	Iteration 52Q: 3 clusters Score -2407624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2407631.250000 Penalty: 3196.408203
	Iteration 53Q: 3 clusters Score -2407631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2407639.250000 Penalty: 3196.408203
	Iteration 54Q: 3 clusters Score -2407639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2407646.500000 Penalty: 3196.408203
	Iteration 55Q: 3 clusters Score -2407646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2407659.250000 Penalty: 3196.408203
	Iteration 56Q: 3 clusters Score -2407659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2407664.500000 Penalty: 3196.408203
	Iteration 57Q: 3 clusters Score -2407664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2407667.250000 Penalty: 3196.408203
	Iteration 58Q: 3 clusters Score -2407667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2407676.500000 Penalty: 3196.408203
	Iteration 59Q: 3 clusters Score -2407676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2407680.000000 Penalty: 3196.408203
	Iteration 60F: 3 clusters Score -2407680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2407682.000000 Penalty: 3196.408203
	Iteration 61Q: 3 clusters Score -2407682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2407686.000000 Penalty: 3196.408203
	Iteration 62Q: 3 clusters Score -2407686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2407690.250000 Penalty: 3196.408203
	Iteration 63Q: 3 clusters Score -2407690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2407690.500000 Penalty: 3196.408203
	Iteration 64Q: 3 clusters Score -2407690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2407692.500000 Penalty: 3196.408203
	Iteration 65Q: 3 clusters Score -2407692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2407694.250000 Penalty: 3196.408203
	Iteration 66Q: 3 clusters Score -2407694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2407695.500000 Penalty: 3196.408203
	Iteration 67Q: 3 clusters Score -2407696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2407697.750000 Penalty: 3196.408203
	Iteration 68Q: 3 clusters Score -2407698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2407695.750000 Penalty: 3196.408203
	Iteration 69Q: 3 clusters Score -2407696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2407695.750000 Penalty: 3196.408203
	Iteration 70F: 3 clusters Score -2407696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -857443.000000 Penalty: 1429.527954
	Iteration 0F: 2 clusters Score -857443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -852441.562500 Penalty: 2859.055908
	Iteration 0F: 3 clusters Score -852441.6 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -853942.875000 Penalty: 2859.055908
	Iteration 1F: 3 clusters Score -853942.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -854209.500000 Penalty: 2859.055908
	Iteration 2F: 3 clusters Score -854209.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -854471.437500 Penalty: 2859.055908
	Iteration 3F: 3 clusters Score -854471.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -854713.500000 Penalty: 2859.055908
	Iteration 4F: 3 clusters Score -854713.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -854955.312500 Penalty: 2859.055908
	Iteration 5F: 3 clusters Score -854955.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -855154.812500 Penalty: 2859.055908
	Iteration 6F: 3 clusters Score -855154.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -855322.812500 Penalty: 2859.055908
	Iteration 7Q: 3 clusters Score -855322.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -855495.312500 Penalty: 2859.055908
	Iteration 8Q: 3 clusters Score -855495.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -855662.750000 Penalty: 2859.055908
	Iteration 9Q: 3 clusters Score -855662.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -855822.000000 Penalty: 2859.055908
	Iteration 10Q: 3 clusters Score -855822 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -855975.250000 Penalty: 2859.055908
	Iteration 11Q: 3 clusters Score -855975.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -856071.062500 Penalty: 2859.055908
	Iteration 12Q: 3 clusters Score -856071.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -856124.187500 Penalty: 2859.055908
	Iteration 13Q: 3 clusters Score -856124.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -856156.687500 Penalty: 2859.055908
	Iteration 14Q: 3 clusters Score -856156.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -856183.750000 Penalty: 2859.055908
	Iteration 15Q: 3 clusters Score -856183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -856198.812500 Penalty: 2859.055908
	Iteration 16Q: 3 clusters Score -856198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -856206.437500 Penalty: 2859.055908
	Iteration 17Q: 3 clusters Score -856206.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -856213.437500 Penalty: 2859.055908
	Iteration 18Q: 3 clusters Score -856213.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -856222.875000 Penalty: 2859.055908
	Iteration 19Q: 3 clusters Score -856222.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -856231.500000 Penalty: 2859.055908
	Iteration 20F: 3 clusters Score -856231.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -856240.562500 Penalty: 2859.055908
	Iteration 21Q: 3 clusters Score -856240.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -856251.875000 Penalty: 2859.055908
	Iteration 22Q: 3 clusters Score -856251.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -856257.812500 Penalty: 2859.055908
	Iteration 23Q: 3 clusters Score -856257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -856259.687500 Penalty: 2859.055908
	Iteration 24Q: 3 clusters Score -856259.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -856263.437500 Penalty: 2859.055908
	Iteration 25Q: 3 clusters Score -856263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -856265.312500 Penalty: 2859.055908
	Iteration 26Q: 3 clusters Score -856265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -856267.937500 Penalty: 2859.055908
	Iteration 27Q: 3 clusters Score -856267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -856269.812500 Penalty: 2859.055908
	Iteration 28Q: 3 clusters Score -856269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -856268.812500 Penalty: 2859.055908
	Iteration 29Q: 3 clusters Score -856268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -856269.812500 Penalty: 2859.055908
	Iteration 30Q: 3 clusters Score -856269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -856270.750000 Penalty: 2859.055908
	Iteration 31Q: 3 clusters Score -856270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -856270.750000 Penalty: 2859.055908
	Iteration 32F: 3 clusters Score -856270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Entering Unmasked Estep 
Score: -2297211.000000 Penalty: 1596.252197
	Iteration 0F: 2 clusters Score -2297211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2284668.500000 Penalty: 3192.504395
	Iteration 0F: 3 clusters Score -2284668 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2289320.750000 Penalty: 3192.504395
	Iteration 1F: 3 clusters Score -2289321 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2289692.250000 Penalty: 3192.504395
	Iteration 2F: 3 clusters Score -2289692 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2290037.250000 Penalty: 3192.504395
	Iteration 3Q: 3 clusters Score -2290037 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2290354.000000 Penalty: 3192.504395
	Iteration 4Q: 3 clusters Score -2290354 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2290711.000000 Penalty: 3192.504395
	Iteration 5Q: 3 clusters Score -2290711 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2291072.750000 Penalty: 3192.504395
	Iteration 6Q: 3 clusters Score -2291073 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2291444.750000 Penalty: 3192.504395
	Iteration 7Q: 3 clusters Score -2291445 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2291905.000000 Penalty: 3192.504395
	Iteration 8Q: 3 clusters Score -2291905 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2292486.250000 Penalty: 3192.504395
	Iteration 9F: 3 clusters Score -2292486 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2293102.750000 Penalty: 3192.504395
	Iteration 10Q: 3 clusters Score -2293103 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2293794.250000 Penalty: 3192.504395
	Iteration 11Q: 3 clusters Score -2293794 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2294411.750000 Penalty: 3192.504395
	Iteration 12Q: 3 clusters Score -2294412 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2294939.750000 Penalty: 3192.504395
	Iteration 13Q: 3 clusters Score -2294940 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2295300.750000 Penalty: 3192.504395
	Iteration 14Q: 3 clusters Score -2295301 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2295496.750000 Penalty: 3192.504395
	Iteration 15Q: 3 clusters Score -2295497 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2295613.750000 Penalty: 3192.504395
	Iteration 16Q: 3 clusters Score -2295614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2295680.750000 Penalty: 3192.504395
	Iteration 17Q: 3 clusters Score -2295681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2295714.250000 Penalty: 3192.504395
	Iteration 18Q: 3 clusters Score -2295714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2295741.250000 Penalty: 3192.504395
	Iteration 19Q: 3 clusters Score -2295741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2295763.500000 Penalty: 3192.504395
	Iteration 20F: 3 clusters Score -2295764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2295780.500000 Penalty: 3192.504395
	Iteration 21Q: 3 clusters Score -2295780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2295788.500000 Penalty: 3192.504395
	Iteration 22Q: 3 clusters Score -2295788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2295799.750000 Penalty: 3192.504395
	Iteration 23Q: 3 clusters Score -2295800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2295815.250000 Penalty: 3192.504395
	Iteration 24Q: 3 clusters Score -2295815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2295828.500000 Penalty: 3192.504395
	Iteration 25Q: 3 clusters Score -2295828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2295839.000000 Penalty: 3192.504395
	Iteration 26Q: 3 clusters Score -2295839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2295844.750000 Penalty: 3192.504395
	Iteration 27Q: 3 clusters Score -2295845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2295849.500000 Penalty: 3192.504395
	Iteration 28Q: 3 clusters Score -2295850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2295853.750000 Penalty: 3192.504395
	Iteration 29Q: 3 clusters Score -2295854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2295854.250000 Penalty: 3192.504395
	Iteration 30Q: 3 clusters Score -2295854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2295854.250000 Penalty: 3192.504395
	Iteration 31F: 3 clusters Score -2295854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Entering Unmasked Estep 
Score: -7273475.000000 Penalty: 1773.497803
	Iteration 0F: 2 clusters Score -7273475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -7236876.500000 Penalty: 3546.995605
	Iteration 0F: 3 clusters Score -7236876 nChanged 25835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7251611.500000 Penalty: 3546.995605
	Iteration 1F: 3 clusters Score -7251612 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -7252298.500000 Penalty: 3546.995605
	Iteration 2Q: 3 clusters Score -7252298 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -7253207.000000 Penalty: 3546.995605
	Iteration 3Q: 3 clusters Score -7253207 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -7254706.500000 Penalty: 3546.995605
	Iteration 4F: 3 clusters Score -7254706 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7257204.000000 Penalty: 3546.995605
	Iteration 5F: 3 clusters Score -7257204 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -7260867.000000 Penalty: 3546.995605
	Iteration 6F: 3 clusters Score -7260867 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -7265004.500000 Penalty: 3546.995605
	Iteration 7F: 3 clusters Score -7265004 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -7268140.500000 Penalty: 3546.995605
	Iteration 8F: 3 clusters Score -7268140 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -7269862.000000 Penalty: 3546.995605
	Iteration 9Q: 3 clusters Score -7269862 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7270816.000000 Penalty: 3546.995605
	Iteration 10Q: 3 clusters Score -7270816 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -7271304.500000 Penalty: 3546.995605
	Iteration 11Q: 3 clusters Score -7271304 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -7271583.000000 Penalty: 3546.995605
	Iteration 12Q: 3 clusters Score -7271583 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7271724.000000 Penalty: 3546.995605
	Iteration 13Q: 3 clusters Score -7271724 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -7271803.000000 Penalty: 3546.995605
	Iteration 14Q: 3 clusters Score -7271803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7271861.000000 Penalty: 3546.995605
	Iteration 15Q: 3 clusters Score -7271861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -7271895.000000 Penalty: 3546.995605
	Iteration 16Q: 3 clusters Score -7271895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -7271927.500000 Penalty: 3546.995605
	Iteration 17Q: 3 clusters Score -7271928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -7271946.000000 Penalty: 3546.995605
	Iteration 18Q: 3 clusters Score -7271946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -7271949.500000 Penalty: 3546.995605
	Iteration 19Q: 3 clusters Score -7271950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -7271959.500000 Penalty: 3546.995605
	Iteration 20F: 3 clusters Score -7271960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -7271970.500000 Penalty: 3546.995605
	Iteration 21Q: 3 clusters Score -7271970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -7271969.500000 Penalty: 3546.995605
	Iteration 22Q: 3 clusters Score -7271970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -7271965.000000 Penalty: 3546.995605
	Iteration 23Q: 3 clusters Score -7271965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -7271968.500000 Penalty: 3546.995605
	Iteration 24Q: 3 clusters Score -7271968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -7271973.500000 Penalty: 3546.995605
	Iteration 25Q: 3 clusters Score -7271974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -7271977.500000 Penalty: 3546.995605
	Iteration 26Q: 3 clusters Score -7271978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -7271996.500000 Penalty: 3546.995605
	Iteration 27Q: 3 clusters Score -7271996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -7272002.500000 Penalty: 3546.995605
	Iteration 28Q: 3 clusters Score -7272002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7272001.000000 Penalty: 3546.995605
	Iteration 29Q: 3 clusters Score -7272001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7271999.000000 Penalty: 3546.995605
	Iteration 30Q: 3 clusters Score -7271999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -7271999.000000 Penalty: 3546.995605
	Iteration 31F: 3 clusters Score -7271999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Entering Unmasked Estep 
Score: -3061753.750000 Penalty: 1633.476929
	Iteration 0F: 2 clusters Score -3061754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3046119.250000 Penalty: 3266.953857
	Iteration 0F: 3 clusters Score -3046119 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3052652.750000 Penalty: 3266.953857
	Iteration 1F: 3 clusters Score -3052653 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3054018.000000 Penalty: 3266.953857
	Iteration 2F: 3 clusters Score -3054018 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3055862.250000 Penalty: 3266.953857
	Iteration 3F: 3 clusters Score -3055862 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3057943.250000 Penalty: 3266.953857
	Iteration 4F: 3 clusters Score -3057943 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3059810.250000 Penalty: 3266.953857
	Iteration 5F: 3 clusters Score -3059810 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3061170.000000 Penalty: 3266.953857
	Iteration 6F: 3 clusters Score -3061170 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3061626.250000 Penalty: 3266.953857
	Iteration 7Q: 3 clusters Score -3061626 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3061729.500000 Penalty: 3266.953857
	Iteration 8Q: 3 clusters Score -3061730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3061757.500000 Penalty: 3266.953857
	Iteration 9Q: 3 clusters Score -3061758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3061779.500000 Penalty: 3266.953857
	Iteration 10Q: 3 clusters Score -3061780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3061793.000000 Penalty: 3266.953857
	Iteration 11Q: 3 clusters Score -3061793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3061801.250000 Penalty: 3266.953857
	Iteration 12Q: 3 clusters Score -3061801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3061817.500000 Penalty: 3266.953857
	Iteration 13Q: 3 clusters Score -3061818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3061822.250000 Penalty: 3266.953857
	Iteration 14Q: 3 clusters Score -3061822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3061824.250000 Penalty: 3266.953857
	Iteration 15Q: 3 clusters Score -3061824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3061819.750000 Penalty: 3266.953857
	Iteration 16Q: 3 clusters Score -3061820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3061826.000000 Penalty: 3266.953857
	Iteration 17Q: 3 clusters Score -3061826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3061823.500000 Penalty: 3266.953857
	Iteration 18Q: 3 clusters Score -3061824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3061829.000000 Penalty: 3266.953857
	Iteration 19Q: 3 clusters Score -3061829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3061836.000000 Penalty: 3266.953857
	Iteration 20F: 3 clusters Score -3061836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3061838.250000 Penalty: 3266.953857
	Iteration 21Q: 3 clusters Score -3061838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3061840.250000 Penalty: 3266.953857
	Iteration 22Q: 3 clusters Score -3061840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3061841.250000 Penalty: 3266.953857
	Iteration 23Q: 3 clusters Score -3061841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3061839.250000 Penalty: 3266.953857
	Iteration 24Q: 3 clusters Score -3061839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3061843.000000 Penalty: 3266.953857
	Iteration 25Q: 3 clusters Score -3061843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3061848.750000 Penalty: 3266.953857
	Iteration 26Q: 3 clusters Score -3061849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3061849.750000 Penalty: 3266.953857
	Iteration 27Q: 3 clusters Score -3061850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3061848.500000 Penalty: 3266.953857
	Iteration 28Q: 3 clusters Score -3061848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3061850.250000 Penalty: 3266.953857
	Iteration 29Q: 3 clusters Score -3061850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3061844.750000 Penalty: 3266.953857
	Iteration 30Q: 3 clusters Score -3061845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3061851.000000 Penalty: 3266.953857
	Iteration 31Q: 3 clusters Score -3061851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3061854.250000 Penalty: 3266.953857
	Iteration 32Q: 3 clusters Score -3061854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3061864.250000 Penalty: 3266.953857
	Iteration 33Q: 3 clusters Score -3061864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3061858.000000 Penalty: 3266.953857
	Iteration 34Q: 3 clusters Score -3061858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3061859.250000 Penalty: 3266.953857
	Iteration 35Q: 3 clusters Score -3061859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3061865.000000 Penalty: 3266.953857
	Iteration 36Q: 3 clusters Score -3061865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3061867.500000 Penalty: 3266.953857
	Iteration 37Q: 3 clusters Score -3061868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3061860.750000 Penalty: 3266.953857
	Iteration 38Q: 3 clusters Score -3061861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3061860.000000 Penalty: 3266.953857
	Iteration 39Q: 3 clusters Score -3061860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3061870.250000 Penalty: 3266.953857
	Iteration 40F: 3 clusters Score -3061870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3061863.750000 Penalty: 3266.953857
	Iteration 41Q: 3 clusters Score -3061864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3061867.000000 Penalty: 3266.953857
	Iteration 42Q: 3 clusters Score -3061867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3061861.500000 Penalty: 3266.953857
	Iteration 43Q: 3 clusters Score -3061862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3061869.750000 Penalty: 3266.953857
	Iteration 44Q: 3 clusters Score -3061870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3061875.000000 Penalty: 3266.953857
	Iteration 45Q: 3 clusters Score -3061875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3061870.250000 Penalty: 3266.953857
	Iteration 46Q: 3 clusters Score -3061870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3061870.000000 Penalty: 3266.953857
	Iteration 47Q: 3 clusters Score -3061870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3061877.750000 Penalty: 3266.953857
	Iteration 48Q: 3 clusters Score -3061878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3061875.500000 Penalty: 3266.953857
	Iteration 49Q: 3 clusters Score -3061876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3061875.500000 Penalty: 3266.953857
	Iteration 50Q: 3 clusters Score -3061876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3061876.750000 Penalty: 3266.953857
	Iteration 51Q: 3 clusters Score -3061877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3061875.250000 Penalty: 3266.953857
	Iteration 52Q: 3 clusters Score -3061875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3061875.250000 Penalty: 3266.953857
	Iteration 53Q: 3 clusters Score -3061875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3061875.250000 Penalty: 3266.953857
	Iteration 54F: 3 clusters Score -3061875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 18798 members 
Mstep: Class 4 contains 67156 members 
Mstep: Class 5 contains 65058 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 73853 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21154 members 
Mstep: Class 13 contains 12680 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 109529 members 
Mstep: Class 18 contains 71074 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5927 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 78412 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 17069 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18678 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 18455 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 18681 members 
Mstep: Class 33 contains 4525 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 93799 members 
Mstep: Class 36 contains 77960 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
Score: -127767256.000000 Penalty: 83069.179688
Splitting cluster 32 changes total score from -127766864.000000 to -127767256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 34 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -225968.140625 Penalty: 1217.664062
	Iteration 0F: 2 clusters Score -225968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224020.312500 Penalty: 2435.328125
	Iteration 0F: 3 clusters Score -224020.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -224468.640625 Penalty: 2435.328125
	Iteration 1F: 3 clusters Score -224468.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224593.609375 Penalty: 2435.328125
	Iteration 2F: 3 clusters Score -224593.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -224668.875000 Penalty: 2435.328125
	Iteration 3Q: 3 clusters Score -224668.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224727.140625 Penalty: 2435.328125
	Iteration 4Q: 3 clusters Score -224727.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -224781.609375 Penalty: 2435.328125
	Iteration 5Q: 3 clusters Score -224781.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -224824.140625 Penalty: 2435.328125
	Iteration 6Q: 3 clusters Score -224824.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -224864.562500 Penalty: 2435.328125
	Iteration 7Q: 3 clusters Score -224864.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -224889.343750 Penalty: 2435.328125
	Iteration 8Q: 3 clusters Score -224889.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -224904.781250 Penalty: 2435.328125
	Iteration 9Q: 3 clusters Score -224904.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -224922.156250 Penalty: 2435.328125
	Iteration 10Q: 3 clusters Score -224922.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -224938.625000 Penalty: 2435.328125
	Iteration 11Q: 3 clusters Score -224938.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -224953.046875 Penalty: 2435.328125
	Iteration 12Q: 3 clusters Score -224953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -224970.531250 Penalty: 2435.328125
	Iteration 13Q: 3 clusters Score -224970.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -224985.562500 Penalty: 2435.328125
	Iteration 14Q: 3 clusters Score -224985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -224999.750000 Penalty: 2435.328125
	Iteration 15Q: 3 clusters Score -224999.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -225019.890625 Penalty: 2435.328125
	Iteration 16Q: 3 clusters Score -225019.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -225037.781250 Penalty: 2435.328125
	Iteration 17Q: 3 clusters Score -225037.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -225053.656250 Penalty: 2435.328125
	Iteration 18Q: 3 clusters Score -225053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -225066.750000 Penalty: 2435.328125
	Iteration 19Q: 3 clusters Score -225066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -225078.859375 Penalty: 2435.328125
	Iteration 20F: 3 clusters Score -225078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -225085.375000 Penalty: 2435.328125
	Iteration 21Q: 3 clusters Score -225085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -225087.453125 Penalty: 2435.328125
	Iteration 22Q: 3 clusters Score -225087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -225090.234375 Penalty: 2435.328125
	Iteration 23Q: 3 clusters Score -225090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -225091.921875 Penalty: 2435.328125
	Iteration 24Q: 3 clusters Score -225091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -225093.921875 Penalty: 2435.328125
	Iteration 25Q: 3 clusters Score -225093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -225094.375000 Penalty: 2435.328125
	Iteration 26Q: 3 clusters Score -225094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -225096.250000 Penalty: 2435.328125
	Iteration 27Q: 3 clusters Score -225096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -225097.421875 Penalty: 2435.328125
	Iteration 28Q: 3 clusters Score -225097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -225098.187500 Penalty: 2435.328125
	Iteration 29Q: 3 clusters Score -225098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -225099.281250 Penalty: 2435.328125
	Iteration 30Q: 3 clusters Score -225099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -225099.281250 Penalty: 2435.328125
	Iteration 31F: 3 clusters Score -225099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (93799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Entering Unmasked Estep 
Score: -12333013.000000 Penalty: 1860.447876
	Iteration 0F: 2 clusters Score -1.233301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -12277963.000000 Penalty: 3720.895752
	Iteration 0F: 3 clusters Score -1.227796e+07 nChanged 44683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -12304102.000000 Penalty: 3720.895752
	Iteration 1F: 3 clusters Score -1.23041e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -12304465.000000 Penalty: 3720.895752
	Iteration 2Q: 3 clusters Score -1.230446e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -12305087.000000 Penalty: 3720.895752
	Iteration 3Q: 3 clusters Score -1.230509e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -12305706.000000 Penalty: 3720.895752
	Iteration 4Q: 3 clusters Score -1.230571e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -12306739.000000 Penalty: 3720.895752
	Iteration 5Q: 3 clusters Score -1.230674e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -12308070.000000 Penalty: 3720.895752
	Iteration 6Q: 3 clusters Score -1.230807e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -12310142.000000 Penalty: 3720.895752
	Iteration 7Q: 3 clusters Score -1.231014e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -12313039.000000 Penalty: 3720.895752
	Iteration 8F: 3 clusters Score -1.231304e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -12316985.000000 Penalty: 3720.895752
	Iteration 9F: 3 clusters Score -1.231698e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -12321282.000000 Penalty: 3720.895752
	Iteration 10F: 3 clusters Score -1.232128e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -12324177.000000 Penalty: 3720.895752
	Iteration 11F: 3 clusters Score -1.232418e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -12325290.000000 Penalty: 3720.895752
	Iteration 12Q: 3 clusters Score -1.232529e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -12325816.000000 Penalty: 3720.895752
	Iteration 13Q: 3 clusters Score -1.232582e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -12326221.000000 Penalty: 3720.895752
	Iteration 14Q: 3 clusters Score -1.232622e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -12326597.000000 Penalty: 3720.895752
	Iteration 15Q: 3 clusters Score -1.23266e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -12326999.000000 Penalty: 3720.895752
	Iteration 16Q: 3 clusters Score -1.2327e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -12327378.000000 Penalty: 3720.895752
	Iteration 17Q: 3 clusters Score -1.232738e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -12327717.000000 Penalty: 3720.895752
	Iteration 18Q: 3 clusters Score -1.232772e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -12328015.000000 Penalty: 3720.895752
	Iteration 19Q: 3 clusters Score -1.232802e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -12328407.000000 Penalty: 3720.895752
	Iteration 20F: 3 clusters Score -1.232841e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -12328759.000000 Penalty: 3720.895752
	Iteration 21Q: 3 clusters Score -1.232876e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -12329083.000000 Penalty: 3720.895752
	Iteration 22Q: 3 clusters Score -1.232908e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -12329361.000000 Penalty: 3720.895752
	Iteration 23Q: 3 clusters Score -1.232936e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -12329560.000000 Penalty: 3720.895752
	Iteration 24Q: 3 clusters Score -1.232956e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -12329786.000000 Penalty: 3720.895752
	Iteration 25Q: 3 clusters Score -1.232979e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -12329961.000000 Penalty: 3720.895752
	Iteration 26Q: 3 clusters Score -1.232996e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -12330152.000000 Penalty: 3720.895752
	Iteration 27Q: 3 clusters Score -1.233015e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -12330398.000000 Penalty: 3720.895752
	Iteration 28Q: 3 clusters Score -1.23304e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -12330513.000000 Penalty: 3720.895752
	Iteration 29Q: 3 clusters Score -1.233051e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -12330625.000000 Penalty: 3720.895752
	Iteration 30Q: 3 clusters Score -1.233062e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -12330711.000000 Penalty: 3720.895752
	Iteration 31Q: 3 clusters Score -1.233071e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -12330788.000000 Penalty: 3720.895752
	Iteration 32Q: 3 clusters Score -1.233079e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -12330813.000000 Penalty: 3720.895752
	Iteration 33Q: 3 clusters Score -1.233081e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -12330830.000000 Penalty: 3720.895752
	Iteration 34Q: 3 clusters Score -1.233083e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -12330858.000000 Penalty: 3720.895752
	Iteration 35Q: 3 clusters Score -1.233086e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -12330791.000000 Penalty: 3720.895752
	Iteration 36Q: 3 clusters Score -1.233079e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -12330800.000000 Penalty: 3720.895752
	Iteration 37Q: 3 clusters Score -1.23308e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -12330799.000000 Penalty: 3720.895752
	Iteration 38Q: 3 clusters Score -1.23308e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -12330709.000000 Penalty: 3720.895752
	Iteration 39Q: 3 clusters Score -1.233071e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -12330697.000000 Penalty: 3720.895752
	Iteration 40F: 3 clusters Score -1.23307e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -12330738.000000 Penalty: 3720.895752
	Iteration 41Q: 3 clusters Score -1.233074e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -12330750.000000 Penalty: 3720.895752
	Iteration 42Q: 3 clusters Score -1.233075e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -12330834.000000 Penalty: 3720.895752
	Iteration 43Q: 3 clusters Score -1.233083e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -12330884.000000 Penalty: 3720.895752
	Iteration 44Q: 3 clusters Score -1.233088e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -12330998.000000 Penalty: 3720.895752
	Iteration 45Q: 3 clusters Score -1.2331e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -12331047.000000 Penalty: 3720.895752
	Iteration 46Q: 3 clusters Score -1.233105e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12331097.000000 Penalty: 3720.895752
	Iteration 47Q: 3 clusters Score -1.23311e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12331181.000000 Penalty: 3720.895752
	Iteration 48Q: 3 clusters Score -1.233118e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12331233.000000 Penalty: 3720.895752
	Iteration 49Q: 3 clusters Score -1.233123e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12331243.000000 Penalty: 3720.895752
	Iteration 50Q: 3 clusters Score -1.233124e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12331297.000000 Penalty: 3720.895752
	Iteration 51Q: 3 clusters Score -1.23313e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12331326.000000 Penalty: 3720.895752
	Iteration 52Q: 3 clusters Score -1.233133e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12331369.000000 Penalty: 3720.895752
	Iteration 53Q: 3 clusters Score -1.233137e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12331402.000000 Penalty: 3720.895752
	Iteration 54Q: 3 clusters Score -1.23314e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12331420.000000 Penalty: 3720.895752
	Iteration 55Q: 3 clusters Score -1.233142e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12331433.000000 Penalty: 3720.895752
	Iteration 56Q: 3 clusters Score -1.233143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12331443.000000 Penalty: 3720.895752
	Iteration 57Q: 3 clusters Score -1.233144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12331438.000000 Penalty: 3720.895752
	Iteration 58Q: 3 clusters Score -1.233144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12331442.000000 Penalty: 3720.895752
	Iteration 59Q: 3 clusters Score -1.233144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12331450.000000 Penalty: 3720.895752
	Iteration 60F: 3 clusters Score -1.233145e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12331464.000000 Penalty: 3720.895752
	Iteration 61Q: 3 clusters Score -1.233146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12331456.000000 Penalty: 3720.895752
	Iteration 62Q: 3 clusters Score -1.233146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12331459.000000 Penalty: 3720.895752
	Iteration 63Q: 3 clusters Score -1.233146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12331469.000000 Penalty: 3720.895752
	Iteration 64Q: 3 clusters Score -1.233147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12331467.000000 Penalty: 3720.895752
	Iteration 65Q: 3 clusters Score -1.233147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12331465.000000 Penalty: 3720.895752
	Iteration 66Q: 3 clusters Score -1.233146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12331478.000000 Penalty: 3720.895752
	Iteration 67Q: 3 clusters Score -1.233148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12331479.000000 Penalty: 3720.895752
	Iteration 68Q: 3 clusters Score -1.233148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12331479.000000 Penalty: 3720.895752
	Iteration 69Q: 3 clusters Score -1.233148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12331479.000000 Penalty: 3720.895752
	Iteration 70F: 3 clusters Score -1.233148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (77960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77960 members 
Entering Unmasked Estep 
Score: -10343591.000000 Penalty: 1830.392090
	Iteration 0F: 2 clusters Score -1.034359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -10294888.000000 Penalty: 3660.784180
	Iteration 0F: 3 clusters Score -1.029489e+07 nChanged 36868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -10316384.000000 Penalty: 3660.784180
	Iteration 1F: 3 clusters Score -1.031638e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -10317876.000000 Penalty: 3660.784180
	Iteration 2Q: 3 clusters Score -1.031788e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -10320307.000000 Penalty: 3660.784180
	Iteration 3F: 3 clusters Score -1.032031e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -10324576.000000 Penalty: 3660.784180
	Iteration 4F: 3 clusters Score -1.032458e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -10330555.000000 Penalty: 3660.784180
	Iteration 5F: 3 clusters Score -1.033056e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -10336225.000000 Penalty: 3660.784180
	Iteration 6F: 3 clusters Score -1.033622e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10339669.000000 Penalty: 3660.784180
	Iteration 7F: 3 clusters Score -1.033967e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10341178.000000 Penalty: 3660.784180
	Iteration 8Q: 3 clusters Score -1.034118e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10341698.000000 Penalty: 3660.784180
	Iteration 9Q: 3 clusters Score -1.03417e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10341834.000000 Penalty: 3660.784180
	Iteration 10Q: 3 clusters Score -1.034183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10341906.000000 Penalty: 3660.784180
	Iteration 11Q: 3 clusters Score -1.034191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10341942.000000 Penalty: 3660.784180
	Iteration 12Q: 3 clusters Score -1.034194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10341979.000000 Penalty: 3660.784180
	Iteration 13Q: 3 clusters Score -1.034198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10342006.000000 Penalty: 3660.784180
	Iteration 14Q: 3 clusters Score -1.034201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10342025.000000 Penalty: 3660.784180
	Iteration 15Q: 3 clusters Score -1.034202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10342021.000000 Penalty: 3660.784180
	Iteration 16Q: 3 clusters Score -1.034202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10342023.000000 Penalty: 3660.784180
	Iteration 17Q: 3 clusters Score -1.034202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10342027.000000 Penalty: 3660.784180
	Iteration 18Q: 3 clusters Score -1.034203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10342028.000000 Penalty: 3660.784180
	Iteration 19Q: 3 clusters Score -1.034203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10342031.000000 Penalty: 3660.784180
	Iteration 20F: 3 clusters Score -1.034203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10342029.000000 Penalty: 3660.784180
	Iteration 21Q: 3 clusters Score -1.034203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10342029.000000 Penalty: 3660.784180
	Iteration 22F: 3 clusters Score -1.034203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -342230.718750 Penalty: 1283.068848
	Iteration 0F: 2 clusters Score -342230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -339651.968750 Penalty: 2566.137695
	Iteration 0F: 3 clusters Score -339652 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -340244.312500 Penalty: 2566.137695
	Iteration 1F: 3 clusters Score -340244.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -340372.250000 Penalty: 2566.137695
	Iteration 2F: 3 clusters Score -340372.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -340465.281250 Penalty: 2566.137695
	Iteration 3Q: 3 clusters Score -340465.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -340560.062500 Penalty: 2566.137695
	Iteration 4Q: 3 clusters Score -340560.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -340655.625000 Penalty: 2566.137695
	Iteration 5Q: 3 clusters Score -340655.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -340728.406250 Penalty: 2566.137695
	Iteration 6Q: 3 clusters Score -340728.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -340789.187500 Penalty: 2566.137695
	Iteration 7Q: 3 clusters Score -340789.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -340839.281250 Penalty: 2566.137695
	Iteration 8Q: 3 clusters Score -340839.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -340868.843750 Penalty: 2566.137695
	Iteration 9Q: 3 clusters Score -340868.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -340891.593750 Penalty: 2566.137695
	Iteration 10Q: 3 clusters Score -340891.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -340923.687500 Penalty: 2566.137695
	Iteration 11Q: 3 clusters Score -340923.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -340949.468750 Penalty: 2566.137695
	Iteration 12Q: 3 clusters Score -340949.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -340971.437500 Penalty: 2566.137695
	Iteration 13Q: 3 clusters Score -340971.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -340994.656250 Penalty: 2566.137695
	Iteration 14Q: 3 clusters Score -340994.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -341008.187500 Penalty: 2566.137695
	Iteration 15Q: 3 clusters Score -341008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -341024.343750 Penalty: 2566.137695
	Iteration 16Q: 3 clusters Score -341024.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -341037.000000 Penalty: 2566.137695
	Iteration 17Q: 3 clusters Score -341037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -341050.562500 Penalty: 2566.137695
	Iteration 18Q: 3 clusters Score -341050.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -341062.531250 Penalty: 2566.137695
	Iteration 19Q: 3 clusters Score -341062.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -341074.187500 Penalty: 2566.137695
	Iteration 20F: 3 clusters Score -341074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -341079.843750 Penalty: 2566.137695
	Iteration 21Q: 3 clusters Score -341079.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -341086.125000 Penalty: 2566.137695
	Iteration 22Q: 3 clusters Score -341086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -341096.562500 Penalty: 2566.137695
	Iteration 23Q: 3 clusters Score -341096.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -341106.718750 Penalty: 2566.137695
	Iteration 24Q: 3 clusters Score -341106.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -341116.656250 Penalty: 2566.137695
	Iteration 25Q: 3 clusters Score -341116.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -341123.218750 Penalty: 2566.137695
	Iteration 26Q: 3 clusters Score -341123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -341132.593750 Penalty: 2566.137695
	Iteration 27Q: 3 clusters Score -341132.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -341145.125000 Penalty: 2566.137695
	Iteration 28Q: 3 clusters Score -341145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -341156.000000 Penalty: 2566.137695
	Iteration 29Q: 3 clusters Score -341156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -341167.031250 Penalty: 2566.137695
	Iteration 30Q: 3 clusters Score -341167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -341175.250000 Penalty: 2566.137695
	Iteration 31Q: 3 clusters Score -341175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -341180.562500 Penalty: 2566.137695
	Iteration 32Q: 3 clusters Score -341180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -341184.406250 Penalty: 2566.137695
	Iteration 33Q: 3 clusters Score -341184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -341187.500000 Penalty: 2566.137695
	Iteration 34Q: 3 clusters Score -341187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -341188.062500 Penalty: 2566.137695
	Iteration 35Q: 3 clusters Score -341188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -341189.093750 Penalty: 2566.137695
	Iteration 36Q: 3 clusters Score -341189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -341189.062500 Penalty: 2566.137695
	Iteration 37Q: 3 clusters Score -341189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -341189.062500 Penalty: 2566.137695
	Iteration 38F: 3 clusters Score -341189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 18798 members 
Mstep: Class 4 contains 67156 members 
Mstep: Class 5 contains 65058 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 73853 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21154 members 
Mstep: Class 13 contains 12680 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 109529 members 
Mstep: Class 18 contains 71074 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5927 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 78412 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 17069 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18678 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 18455 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 18681 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 93799 members 
Mstep: Class 36 contains 77960 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767584.000000 Penalty: 83069.179688
Iteration 159Q: 38 clusters Score -1.277676e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 12823 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 67240 members 
Mstep: Class 5 contains 65253 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 19723 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21157 members 
Mstep: Class 13 contains 12372 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 109229 members 
Mstep: Class 18 contains 71107 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 5924 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 78494 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 17062 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18661 members 
Mstep: Class 29 contains 6350 members 
Mstep: Class 30 contains 18457 members 
Mstep: Class 31 contains 54873 members 
Mstep: Class 32 contains 18892 members 
Mstep: Class 33 contains 4443 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 94125 members 
Mstep: Class 36 contains 77972 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127767944.000000 Penalty: 83069.179688
Iteration 160F: 38 clusters Score -1.277679e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 12797 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 67356 members 
Mstep: Class 5 contains 65404 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 19781 members 
Mstep: Class 9 contains 73993 members 
Mstep: Class 10 contains 6025 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21147 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 108933 members 
Mstep: Class 18 contains 71135 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 6373 members 
Mstep: Class 23 contains 78612 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2723 members 
Mstep: Class 26 contains 17051 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18632 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 18439 members 
Mstep: Class 31 contains 54805 members 
Mstep: Class 32 contains 19053 members 
Mstep: Class 33 contains 4507 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 94407 members 
Mstep: Class 36 contains 77984 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768192.000000 Penalty: 83069.179688
Iteration 161Q: 38 clusters Score -1.277682e+08 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 18776 members 
Mstep: Class 4 contains 67557 members 
Mstep: Class 5 contains 65503 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 19825 members 
Mstep: Class 9 contains 74069 members 
Mstep: Class 10 contains 6021 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 21142 members 
Mstep: Class 13 contains 11773 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 108564 members 
Mstep: Class 18 contains 71208 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 78727 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 17039 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18610 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 18425 members 
Mstep: Class 31 contains 54738 members 
Mstep: Class 32 contains 19220 members 
Mstep: Class 33 contains 4519 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 94791 members 
Mstep: Class 36 contains 77978 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127768520.000000 Penalty: 83069.179688
Iteration 162Q: 38 clusters Score -1.277685e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 12716 members 
Mstep: Class 3 contains 18762 members 
Mstep: Class 4 contains 67699 members 
Mstep: Class 5 contains 65599 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8014 members 
Mstep: Class 8 contains 19860 members 
Mstep: Class 9 contains 74157 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 21147 members 
Mstep: Class 13 contains 11482 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15460 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 108182 members 
Mstep: Class 18 contains 71304 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 5916 members 
Mstep: Class 22 contains 6373 members 
Mstep: Class 23 contains 78873 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 17032 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18608 members 
Mstep: Class 29 contains 5678 members 
Mstep: Class 30 contains 18421 members 
Mstep: Class 31 contains 54681 members 
Mstep: Class 32 contains 19362 members 
Mstep: Class 33 contains 4515 members 
Mstep: Class 34 contains 1797 members 
Mstep: Class 35 contains 95197 members 
Mstep: Class 36 contains 77918 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769112.000000 Penalty: 83069.179688
Iteration 163Q: 38 clusters Score -1.277691e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 18771 members 
Mstep: Class 4 contains 67868 members 
Mstep: Class 5 contains 65745 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 19874 members 
Mstep: Class 9 contains 74230 members 
Mstep: Class 10 contains 6009 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 21155 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 15474 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 107804 members 
Mstep: Class 18 contains 71366 members 
Mstep: Class 19 contains 4064 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5912 members 
Mstep: Class 22 contains 6371 members 
Mstep: Class 23 contains 78949 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2720 members 
Mstep: Class 26 contains 17029 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18613 members 
Mstep: Class 29 contains 5467 members 
Mstep: Class 30 contains 18417 members 
Mstep: Class 31 contains 54590 members 
Mstep: Class 32 contains 19491 members 
Mstep: Class 33 contains 4510 members 
Mstep: Class 34 contains 1797 members 
Mstep: Class 35 contains 95672 members 
Mstep: Class 36 contains 77947 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127769464.000000 Penalty: 83069.179688
Iteration 164Q: 38 clusters Score -1.277695e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 12657 members 
Mstep: Class 3 contains 18747 members 
Mstep: Class 4 contains 67960 members 
Mstep: Class 5 contains 65885 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8016 members 
Mstep: Class 8 contains 19889 members 
Mstep: Class 9 contains 74305 members 
Mstep: Class 10 contains 5999 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 21149 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15470 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 107426 members 
Mstep: Class 18 contains 71421 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 79042 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2719 members 
Mstep: Class 26 contains 17028 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18613 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 18432 members 
Mstep: Class 31 contains 54506 members 
Mstep: Class 32 contains 19631 members 
Mstep: Class 33 contains 4501 members 
Mstep: Class 34 contains 1797 members 
Mstep: Class 35 contains 96137 members 
Mstep: Class 36 contains 78006 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770296.000000 Penalty: 83069.179688
Iteration 165Q: 38 clusters Score -1.277703e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 12627 members 
Mstep: Class 3 contains 18727 members 
Mstep: Class 4 contains 68076 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 19887 members 
Mstep: Class 9 contains 74375 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 21148 members 
Mstep: Class 13 contains 10645 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15471 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 107017 members 
Mstep: Class 18 contains 71475 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 79136 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 17031 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18607 members 
Mstep: Class 29 contains 5170 members 
Mstep: Class 30 contains 18436 members 
Mstep: Class 31 contains 54400 members 
Mstep: Class 32 contains 19751 members 
Mstep: Class 33 contains 4491 members 
Mstep: Class 34 contains 1794 members 
Mstep: Class 35 contains 96642 members 
Mstep: Class 36 contains 78137 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127770736.000000 Penalty: 83069.179688
Iteration 166Q: 38 clusters Score -1.277707e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 12596 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 68185 members 
Mstep: Class 5 contains 66079 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8016 members 
Mstep: Class 8 contains 19876 members 
Mstep: Class 9 contains 74442 members 
Mstep: Class 10 contains 5987 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 21157 members 
Mstep: Class 13 contains 10376 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15479 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 106522 members 
Mstep: Class 18 contains 71516 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 79214 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 17032 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18596 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 18440 members 
Mstep: Class 31 contains 54268 members 
Mstep: Class 32 contains 19879 members 
Mstep: Class 33 contains 4480 members 
Mstep: Class 34 contains 1794 members 
Mstep: Class 35 contains 97224 members 
Mstep: Class 36 contains 78296 members 
Mstep: Class 37 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771536.000000 Penalty: 83069.179688
Iteration 167Q: 38 clusters Score -1.277715e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 12567 members 
Mstep: Class 3 contains 18718 members 
Mstep: Class 4 contains 68306 members 
Mstep: Class 5 contains 66099 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 19873 members 
Mstep: Class 9 contains 74488 members 
Mstep: Class 10 contains 5981 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 21160 members 
Mstep: Class 13 contains 10135 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15482 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 106030 members 
Mstep: Class 18 contains 71583 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5901 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 79258 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 17037 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18575 members 
Mstep: Class 29 contains 4964 members 
Mstep: Class 30 contains 18450 members 
Mstep: Class 31 contains 54102 members 
Mstep: Class 32 contains 19999 members 
Mstep: Class 33 contains 4471 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 97838 members 
Mstep: Class 36 contains 78455 members 
Mstep: Class 37 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771392.000000 Penalty: 83069.179688
Iteration 168Q: 38 clusters Score -1.277714e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 12543 members 
Mstep: Class 3 contains 18717 members 
Mstep: Class 4 contains 68390 members 
Mstep: Class 5 contains 66111 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8018 members 
Mstep: Class 8 contains 19872 members 
Mstep: Class 9 contains 74534 members 
Mstep: Class 10 contains 5975 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 21168 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 15482 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 105427 members 
Mstep: Class 18 contains 71692 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5900 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 79306 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 17040 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18566 members 
Mstep: Class 29 contains 4887 members 
Mstep: Class 30 contains 18445 members 
Mstep: Class 31 contains 53929 members 
Mstep: Class 32 contains 20114 members 
Mstep: Class 33 contains 4461 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 98516 members 
Mstep: Class 36 contains 78672 members 
Mstep: Class 37 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771800.000000 Penalty: 83069.179688
Iteration 169Q: 38 clusters Score -1.277718e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 12515 members 
Mstep: Class 3 contains 18731 members 
Mstep: Class 4 contains 68469 members 
Mstep: Class 5 contains 66144 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8018 members 
Mstep: Class 8 contains 19860 members 
Mstep: Class 9 contains 74620 members 
Mstep: Class 10 contains 5971 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 21175 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15475 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 104684 members 
Mstep: Class 18 contains 71762 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 79354 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 17038 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18581 members 
Mstep: Class 29 contains 4830 members 
Mstep: Class 30 contains 18438 members 
Mstep: Class 31 contains 53729 members 
Mstep: Class 32 contains 20223 members 
Mstep: Class 33 contains 4453 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 99214 members 
Mstep: Class 36 contains 78859 members 
Mstep: Class 37 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772600.000000 Penalty: 83069.179688
Iteration 170Q: 38 clusters Score -1.277726e+08 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 12498 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 68563 members 
Mstep: Class 5 contains 66212 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8018 members 
Mstep: Class 8 contains 19814 members 
Mstep: Class 9 contains 74744 members 
Mstep: Class 10 contains 5969 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 21184 members 
Mstep: Class 13 contains 9451 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15475 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 103730 members 
Mstep: Class 18 contains 71854 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 1423 members 
Mstep: Class 21 contains 5891 members 
Mstep: Class 22 contains 6335 members 
Mstep: Class 23 contains 79417 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2716 members 
Mstep: Class 26 contains 17037 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18582 members 
Mstep: Class 29 contains 4773 members 
Mstep: Class 30 contains 18432 members 
Mstep: Class 31 contains 53509 members 
Mstep: Class 32 contains 20320 members 
Mstep: Class 33 contains 4443 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 100017 members 
Mstep: Class 36 contains 79099 members 
Mstep: Class 37 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773840.000000 Penalty: 83069.179688
Iteration 171Q: 38 clusters Score -1.277738e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 12476 members 
Mstep: Class 3 contains 18737 members 
Mstep: Class 4 contains 68665 members 
Mstep: Class 5 contains 66223 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8016 members 
Mstep: Class 8 contains 19767 members 
Mstep: Class 9 contains 74956 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 21204 members 
Mstep: Class 13 contains 9223 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 102584 members 
Mstep: Class 18 contains 71979 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 6333 members 
Mstep: Class 23 contains 79483 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 17025 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18589 members 
Mstep: Class 29 contains 4731 members 
Mstep: Class 30 contains 18438 members 
Mstep: Class 31 contains 53270 members 
Mstep: Class 32 contains 20437 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 100813 members 
Mstep: Class 36 contains 79350 members 
Mstep: Class 37 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127774672.000000 Penalty: 83069.179688
Iteration 172Q: 38 clusters Score -1.277747e+08 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 18733 members 
Mstep: Class 4 contains 68773 members 
Mstep: Class 5 contains 66225 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 75173 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 21224 members 
Mstep: Class 13 contains 8985 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 101241 members 
Mstep: Class 18 contains 72157 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 5883 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 79519 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 17010 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18600 members 
Mstep: Class 29 contains 4716 members 
Mstep: Class 30 contains 18435 members 
Mstep: Class 31 contains 53061 members 
Mstep: Class 32 contains 20538 members 
Mstep: Class 33 contains 4426 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 101711 members 
Mstep: Class 36 contains 79579 members 
Mstep: Class 37 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775896.000000 Penalty: 83069.179688
Iteration 173Q: 38 clusters Score -1.277759e+08 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 68869 members 
Mstep: Class 5 contains 66232 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8014 members 
Mstep: Class 8 contains 19617 members 
Mstep: Class 9 contains 75464 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 21247 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 99809 members 
Mstep: Class 18 contains 72330 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 17004 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18596 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 18434 members 
Mstep: Class 31 contains 52844 members 
Mstep: Class 32 contains 20643 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 102580 members 
Mstep: Class 36 contains 79863 members 
Mstep: Class 37 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777488.000000 Penalty: 83069.179688
Iteration 174Q: 38 clusters Score -1.277775e+08 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 12441 members 
Mstep: Class 3 contains 18717 members 
Mstep: Class 4 contains 68929 members 
Mstep: Class 5 contains 66315 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 19492 members 
Mstep: Class 9 contains 75805 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 21261 members 
Mstep: Class 13 contains 8520 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 15441 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 98277 members 
Mstep: Class 18 contains 72555 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 79690 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2714 members 
Mstep: Class 26 contains 16985 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18604 members 
Mstep: Class 29 contains 4693 members 
Mstep: Class 30 contains 18432 members 
Mstep: Class 31 contains 52566 members 
Mstep: Class 32 contains 20733 members 
Mstep: Class 33 contains 4421 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 103393 members 
Mstep: Class 36 contains 80168 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778368.000000 Penalty: 83069.179688
Iteration 175Q: 38 clusters Score -1.277784e+08 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 69006 members 
Mstep: Class 5 contains 66423 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8016 members 
Mstep: Class 8 contains 19359 members 
Mstep: Class 9 contains 76173 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 21277 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 96672 members 
Mstep: Class 18 contains 72771 members 
Mstep: Class 19 contains 4053 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 5877 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 79761 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 16975 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18616 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 18421 members 
Mstep: Class 31 contains 52339 members 
Mstep: Class 32 contains 20820 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 104089 members 
Mstep: Class 36 contains 80453 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778640.000000 Penalty: 83069.179688
Iteration 176Q: 38 clusters Score -1.277786e+08 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 69170 members 
Mstep: Class 5 contains 66587 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8018 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 76538 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 21284 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 15416 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 94819 members 
Mstep: Class 18 contains 72912 members 
Mstep: Class 19 contains 4052 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5873 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 79901 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 16966 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18613 members 
Mstep: Class 29 contains 4688 members 
Mstep: Class 30 contains 18417 members 
Mstep: Class 31 contains 52142 members 
Mstep: Class 32 contains 20899 members 
Mstep: Class 33 contains 4420 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 104958 members 
Mstep: Class 36 contains 80664 members 
Mstep: Class 37 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778800.000000 Penalty: 83069.179688
Iteration 177Q: 38 clusters Score -1.277788e+08 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 69411 members 
Mstep: Class 5 contains 66742 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 19161 members 
Mstep: Class 9 contains 77000 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 7902 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 15420 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 92844 members 
Mstep: Class 18 contains 73027 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5866 members 
Mstep: Class 22 contains 6333 members 
Mstep: Class 23 contains 80010 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 16968 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18603 members 
Mstep: Class 29 contains 4681 members 
Mstep: Class 30 contains 18424 members 
Mstep: Class 31 contains 51928 members 
Mstep: Class 32 contains 20969 members 
Mstep: Class 33 contains 4421 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 105802 members 
Mstep: Class 36 contains 80841 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778976.000000 Penalty: 83069.179688
Iteration 178Q: 38 clusters Score -1.27779e+08 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 12435 members 
Mstep: Class 3 contains 18737 members 
Mstep: Class 4 contains 69678 members 
Mstep: Class 5 contains 66924 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8020 members 
Mstep: Class 8 contains 19052 members 
Mstep: Class 9 contains 77448 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 21318 members 
Mstep: Class 13 contains 7739 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15420 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 90585 members 
Mstep: Class 18 contains 73162 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 80076 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 16958 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18607 members 
Mstep: Class 29 contains 4658 members 
Mstep: Class 30 contains 18428 members 
Mstep: Class 31 contains 51712 members 
Mstep: Class 32 contains 21030 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 106828 members 
Mstep: Class 36 contains 81035 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127779024.000000 Penalty: 83069.179688
Iteration 179Q: 38 clusters Score -1.27779e+08 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 12435 members 
Mstep: Class 3 contains 18753 members 
Mstep: Class 4 contains 69980 members 
Mstep: Class 5 contains 67163 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 18953 members 
Mstep: Class 9 contains 77901 members 
Mstep: Class 10 contains 5885 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 21341 members 
Mstep: Class 13 contains 7620 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 88012 members 
Mstep: Class 18 contains 73335 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 80196 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 16949 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18606 members 
Mstep: Class 29 contains 4606 members 
Mstep: Class 30 contains 18422 members 
Mstep: Class 31 contains 51463 members 
Mstep: Class 32 contains 21092 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 108061 members 
Mstep: Class 36 contains 81156 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127778480.000000 Penalty: 83069.179688
Iteration 180F: 38 clusters Score -1.277785e+08 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 12423 members 
Mstep: Class 3 contains 18743 members 
Mstep: Class 4 contains 70285 members 
Mstep: Class 5 contains 67392 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 8 contains 18904 members 
Mstep: Class 9 contains 78427 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 7515 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 15410 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 85218 members 
Mstep: Class 18 contains 73545 members 
Mstep: Class 19 contains 4050 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5847 members 
Mstep: Class 22 contains 6345 members 
Mstep: Class 23 contains 80254 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2711 members 
Mstep: Class 26 contains 16938 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18613 members 
Mstep: Class 29 contains 4559 members 
Mstep: Class 30 contains 18418 members 
Mstep: Class 31 contains 51222 members 
Mstep: Class 32 contains 21150 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 1800 members 
Mstep: Class 35 contains 109327 members 
Mstep: Class 36 contains 81316 members 
Mstep: Class 37 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127777448.000000 Penalty: 83069.179688
Iteration 181Q: 38 clusters Score -1.277774e+08 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 18748 members 
Mstep: Class 4 contains 70644 members 
Mstep: Class 5 contains 67636 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 18871 members 
Mstep: Class 9 contains 78915 members 
Mstep: Class 10 contains 5867 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 21371 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 15394 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 82338 members 
Mstep: Class 18 contains 73731 members 
Mstep: Class 19 contains 4047 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 6349 members 
Mstep: Class 23 contains 80453 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2709 members 
Mstep: Class 26 contains 16928 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18609 members 
Mstep: Class 29 contains 4494 members 
Mstep: Class 30 contains 18415 members 
Mstep: Class 31 contains 50962 members 
Mstep: Class 32 contains 21207 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 1807 members 
Mstep: Class 35 contains 110649 members 
Mstep: Class 36 contains 81423 members 
Mstep: Class 37 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127776320.000000 Penalty: 83069.179688
Iteration 182Q: 38 clusters Score -1.277763e+08 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 18768 members 
Mstep: Class 4 contains 71029 members 
Mstep: Class 5 contains 67938 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 18836 members 
Mstep: Class 9 contains 79397 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 15372 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 79312 members 
Mstep: Class 18 contains 73893 members 
Mstep: Class 19 contains 4044 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5838 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 80575 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16925 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18600 members 
Mstep: Class 29 contains 4422 members 
Mstep: Class 30 contains 18400 members 
Mstep: Class 31 contains 50722 members 
Mstep: Class 32 contains 21262 members 
Mstep: Class 33 contains 4420 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 112068 members 
Mstep: Class 36 contains 81609 members 
Mstep: Class 37 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127775248.000000 Penalty: 83069.179688
Iteration 183Q: 38 clusters Score -1.277752e+08 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 3 contains 18766 members 
Mstep: Class 4 contains 71349 members 
Mstep: Class 5 contains 68240 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 18847 members 
Mstep: Class 9 contains 79841 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21445 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 76605 members 
Mstep: Class 18 contains 74078 members 
Mstep: Class 19 contains 4042 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5834 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 80712 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16930 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18610 members 
Mstep: Class 29 contains 4362 members 
Mstep: Class 30 contains 18396 members 
Mstep: Class 31 contains 50530 members 
Mstep: Class 32 contains 21319 members 
Mstep: Class 33 contains 4415 members 
Mstep: Class 34 contains 1819 members 
Mstep: Class 35 contains 113113 members 
Mstep: Class 36 contains 81768 members 
Mstep: Class 37 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127773752.000000 Penalty: 83069.179688
Iteration 184Q: 38 clusters Score -1.277738e+08 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 18755 members 
Mstep: Class 4 contains 71660 members 
Mstep: Class 5 contains 68492 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8052 members 
Mstep: Class 8 contains 18893 members 
Mstep: Class 9 contains 80232 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 17 contains 74433 members 
Mstep: Class 18 contains 74174 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5831 members 
Mstep: Class 22 contains 6379 members 
Mstep: Class 23 contains 80830 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16930 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18626 members 
Mstep: Class 29 contains 4298 members 
Mstep: Class 30 contains 18395 members 
Mstep: Class 31 contains 50329 members 
Mstep: Class 32 contains 21388 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 1822 members 
Mstep: Class 35 contains 113840 members 
Mstep: Class 36 contains 81778 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772480.000000 Penalty: 83069.179688
Iteration 185Q: 38 clusters Score -1.277725e+08 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 18737 members 
Mstep: Class 4 contains 71970 members 
Mstep: Class 5 contains 68711 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 18960 members 
Mstep: Class 9 contains 80536 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21521 members 
Mstep: Class 13 contains 7255 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 15302 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 72851 members 
Mstep: Class 18 contains 74233 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 80876 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16932 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18653 members 
Mstep: Class 29 contains 4261 members 
Mstep: Class 30 contains 18388 members 
Mstep: Class 31 contains 50205 members 
Mstep: Class 32 contains 21443 members 
Mstep: Class 33 contains 4406 members 
Mstep: Class 34 contains 1822 members 
Mstep: Class 35 contains 114147 members 
Mstep: Class 36 contains 81808 members 
Mstep: Class 37 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772064.000000 Penalty: 83069.179688
Iteration 186Q: 38 clusters Score -1.277721e+08 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 18726 members 
Mstep: Class 4 contains 72306 members 
Mstep: Class 5 contains 68841 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 8 contains 19044 members 
Mstep: Class 9 contains 80745 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21546 members 
Mstep: Class 13 contains 7239 members 
Mstep: Class 14 contains 4920 members 
Mstep: Class 15 contains 15293 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 71823 members 
Mstep: Class 18 contains 74288 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 6406 members 
Mstep: Class 23 contains 80901 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16931 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18639 members 
Mstep: Class 29 contains 4223 members 
Mstep: Class 30 contains 18373 members 
Mstep: Class 31 contains 50103 members 
Mstep: Class 32 contains 21507 members 
Mstep: Class 33 contains 4401 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 114128 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771560.000000 Penalty: 83069.179688
Iteration 187Q: 38 clusters Score -1.277716e+08 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 18701 members 
Mstep: Class 4 contains 72490 members 
Mstep: Class 5 contains 69038 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 19127 members 
Mstep: Class 9 contains 80852 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 21573 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 4930 members 
Mstep: Class 15 contains 15291 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 71458 members 
Mstep: Class 18 contains 74327 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5823 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 80934 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18629 members 
Mstep: Class 29 contains 4199 members 
Mstep: Class 30 contains 18377 members 
Mstep: Class 31 contains 49981 members 
Mstep: Class 32 contains 21543 members 
Mstep: Class 33 contains 4397 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 113821 members 
Mstep: Class 36 contains 81732 members 
Mstep: Class 37 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771312.000000 Penalty: 83069.179688
Iteration 188Q: 38 clusters Score -1.277713e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 12377 members 
Mstep: Class 3 contains 18677 members 
Mstep: Class 4 contains 72628 members 
Mstep: Class 5 contains 69194 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 19222 members 
Mstep: Class 9 contains 80872 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21594 members 
Mstep: Class 13 contains 7202 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 15288 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 71572 members 
Mstep: Class 18 contains 74328 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 80925 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 16913 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18617 members 
Mstep: Class 29 contains 4158 members 
Mstep: Class 30 contains 18371 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 21582 members 
Mstep: Class 33 contains 4396 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 113317 members 
Mstep: Class 36 contains 81691 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771056.000000 Penalty: 83069.179688
Iteration 189Q: 38 clusters Score -1.277711e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 18652 members 
Mstep: Class 4 contains 72666 members 
Mstep: Class 5 contains 69325 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 19330 members 
Mstep: Class 9 contains 80826 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 21623 members 
Mstep: Class 13 contains 7190 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 15277 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 72064 members 
Mstep: Class 18 contains 74331 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 80855 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18596 members 
Mstep: Class 29 contains 4145 members 
Mstep: Class 30 contains 18373 members 
Mstep: Class 31 contains 49748 members 
Mstep: Class 32 contains 21619 members 
Mstep: Class 33 contains 4394 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 112654 members 
Mstep: Class 36 contains 81637 members 
Mstep: Class 37 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771424.000000 Penalty: 83069.179688
Iteration 190Q: 38 clusters Score -1.277714e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 18611 members 
Mstep: Class 4 contains 72727 members 
Mstep: Class 5 contains 69422 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 19400 members 
Mstep: Class 9 contains 80743 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 21648 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 15251 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 72838 members 
Mstep: Class 18 contains 74329 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5821 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 80763 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16914 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18568 members 
Mstep: Class 29 contains 4137 members 
Mstep: Class 30 contains 18388 members 
Mstep: Class 31 contains 49652 members 
Mstep: Class 32 contains 21647 members 
Mstep: Class 33 contains 4391 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 111927 members 
Mstep: Class 36 contains 81527 members 
Mstep: Class 37 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771576.000000 Penalty: 83069.179688
Iteration 191Q: 38 clusters Score -1.277716e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 12358 members 
Mstep: Class 3 contains 18577 members 
Mstep: Class 4 contains 72814 members 
Mstep: Class 5 contains 69438 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 19464 members 
Mstep: Class 9 contains 80575 members 
Mstep: Class 10 contains 5847 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 21673 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 15228 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 73788 members 
Mstep: Class 18 contains 74312 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5820 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 80708 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18548 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 18395 members 
Mstep: Class 31 contains 49544 members 
Mstep: Class 32 contains 21667 members 
Mstep: Class 33 contains 4389 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 111225 members 
Mstep: Class 36 contains 81361 members 
Mstep: Class 37 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771712.000000 Penalty: 83069.179688
Iteration 192Q: 38 clusters Score -1.277717e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 12345 members 
Mstep: Class 3 contains 18543 members 
Mstep: Class 4 contains 72866 members 
Mstep: Class 5 contains 69453 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19516 members 
Mstep: Class 9 contains 80402 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 21682 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 15214 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 74913 members 
Mstep: Class 18 contains 74279 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5817 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 80656 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16922 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18526 members 
Mstep: Class 29 contains 4112 members 
Mstep: Class 30 contains 18400 members 
Mstep: Class 31 contains 49414 members 
Mstep: Class 32 contains 21679 members 
Mstep: Class 33 contains 4386 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 110471 members 
Mstep: Class 36 contains 81185 members 
Mstep: Class 37 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771496.000000 Penalty: 83069.179688
Iteration 193Q: 38 clusters Score -1.277715e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 18511 members 
Mstep: Class 4 contains 72926 members 
Mstep: Class 5 contains 69475 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19533 members 
Mstep: Class 9 contains 80220 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 21691 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 15208 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 76171 members 
Mstep: Class 18 contains 74227 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1425 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 80573 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18499 members 
Mstep: Class 29 contains 4105 members 
Mstep: Class 30 contains 18410 members 
Mstep: Class 31 contains 49317 members 
Mstep: Class 32 contains 21698 members 
Mstep: Class 33 contains 4383 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 109650 members 
Mstep: Class 36 contains 80996 members 
Mstep: Class 37 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771680.000000 Penalty: 83069.179688
Iteration 194Q: 38 clusters Score -1.277717e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 12312 members 
Mstep: Class 3 contains 18484 members 
Mstep: Class 4 contains 72904 members 
Mstep: Class 5 contains 69484 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19552 members 
Mstep: Class 9 contains 80024 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 21686 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 77536 members 
Mstep: Class 18 contains 74183 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 80480 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18482 members 
Mstep: Class 29 contains 4088 members 
Mstep: Class 30 contains 18419 members 
Mstep: Class 31 contains 49221 members 
Mstep: Class 32 contains 21716 members 
Mstep: Class 33 contains 4381 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 108792 members 
Mstep: Class 36 contains 80833 members 
Mstep: Class 37 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127771856.000000 Penalty: 83069.179688
Iteration 195Q: 38 clusters Score -1.277719e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 18463 members 
Mstep: Class 4 contains 72832 members 
Mstep: Class 5 contains 69508 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 19579 members 
Mstep: Class 9 contains 79846 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 21688 members 
Mstep: Class 13 contains 7106 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 78892 members 
Mstep: Class 18 contains 74108 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 80361 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18463 members 
Mstep: Class 29 contains 4073 members 
Mstep: Class 30 contains 18417 members 
Mstep: Class 31 contains 49136 members 
Mstep: Class 32 contains 21745 members 
Mstep: Class 33 contains 4377 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 107965 members 
Mstep: Class 36 contains 80693 members 
Mstep: Class 37 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772336.000000 Penalty: 83069.179688
Iteration 196Q: 38 clusters Score -1.277723e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 12277 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 72769 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 19590 members 
Mstep: Class 9 contains 79659 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 7090 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 15179 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 80269 members 
Mstep: Class 18 contains 74060 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 80337 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18453 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 18409 members 
Mstep: Class 31 contains 49023 members 
Mstep: Class 32 contains 21758 members 
Mstep: Class 33 contains 4375 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 107159 members 
Mstep: Class 36 contains 80514 members 
Mstep: Class 37 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772672.000000 Penalty: 83069.179688
Iteration 197Q: 38 clusters Score -1.277727e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 72694 members 
Mstep: Class 5 contains 69521 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19591 members 
Mstep: Class 9 contains 79431 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 81588 members 
Mstep: Class 18 contains 73993 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5809 members 
Mstep: Class 22 contains 6385 members 
Mstep: Class 23 contains 80322 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18433 members 
Mstep: Class 29 contains 4034 members 
Mstep: Class 30 contains 18410 members 
Mstep: Class 31 contains 48918 members 
Mstep: Class 32 contains 21778 members 
Mstep: Class 33 contains 4371 members 
Mstep: Class 34 contains 1825 members 
Mstep: Class 35 contains 106524 members 
Mstep: Class 36 contains 80357 members 
Mstep: Class 37 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127772840.000000 Penalty: 83069.179688
Iteration 198Q: 38 clusters Score -1.277728e+08 nChanged 3266
Entering ConstructFrom: 
Score: -127772840.000000 Penalty: 83069.179688
Entering ConstructFrom: 
Trying to split cluster 1 (77104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Entering Unmasked Estep 
Score: -10228805.000000 Penalty: 1828.598022
	Iteration 0F: 2 clusters Score -1.02288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -10180358.000000 Penalty: 3657.196045
	Iteration 0F: 3 clusters Score -1.018036e+07 nChanged 36770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -10201708.000000 Penalty: 3657.196045
	Iteration 1F: 3 clusters Score -1.020171e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -10202851.000000 Penalty: 3657.196045
	Iteration 2Q: 3 clusters Score -1.020285e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -10204556.000000 Penalty: 3657.196045
	Iteration 3F: 3 clusters Score -1.020456e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -10207370.000000 Penalty: 3657.196045
	Iteration 4F: 3 clusters Score -1.020737e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -10211504.000000 Penalty: 3657.196045
	Iteration 5F: 3 clusters Score -1.02115e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -10216421.000000 Penalty: 3657.196045
	Iteration 6F: 3 clusters Score -1.021642e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -10220791.000000 Penalty: 3657.196045
	Iteration 7F: 3 clusters Score -1.022079e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -10223949.000000 Penalty: 3657.196045
	Iteration 8F: 3 clusters Score -1.022395e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10225650.000000 Penalty: 3657.196045
	Iteration 9Q: 3 clusters Score -1.022565e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10226437.000000 Penalty: 3657.196045
	Iteration 10Q: 3 clusters Score -1.022644e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10226766.000000 Penalty: 3657.196045
	Iteration 11Q: 3 clusters Score -1.022677e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10226956.000000 Penalty: 3657.196045
	Iteration 12Q: 3 clusters Score -1.022696e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10227062.000000 Penalty: 3657.196045
	Iteration 13Q: 3 clusters Score -1.022706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10227128.000000 Penalty: 3657.196045
	Iteration 14Q: 3 clusters Score -1.022713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10227172.000000 Penalty: 3657.196045
	Iteration 15Q: 3 clusters Score -1.022717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10227215.000000 Penalty: 3657.196045
	Iteration 16Q: 3 clusters Score -1.022722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10227227.000000 Penalty: 3657.196045
	Iteration 17Q: 3 clusters Score -1.022723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10227245.000000 Penalty: 3657.196045
	Iteration 18Q: 3 clusters Score -1.022724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10227248.000000 Penalty: 3657.196045
	Iteration 19Q: 3 clusters Score -1.022725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10227265.000000 Penalty: 3657.196045
	Iteration 20F: 3 clusters Score -1.022726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10227282.000000 Penalty: 3657.196045
	Iteration 21Q: 3 clusters Score -1.022728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10227279.000000 Penalty: 3657.196045
	Iteration 22Q: 3 clusters Score -1.022728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10227287.000000 Penalty: 3657.196045
	Iteration 23Q: 3 clusters Score -1.022729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10227296.000000 Penalty: 3657.196045
	Iteration 24Q: 3 clusters Score -1.02273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10227303.000000 Penalty: 3657.196045
	Iteration 25Q: 3 clusters Score -1.02273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10227320.000000 Penalty: 3657.196045
	Iteration 26Q: 3 clusters Score -1.022732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10227322.000000 Penalty: 3657.196045
	Iteration 27Q: 3 clusters Score -1.022732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10227321.000000 Penalty: 3657.196045
	Iteration 28Q: 3 clusters Score -1.022732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10227320.000000 Penalty: 3657.196045
	Iteration 29Q: 3 clusters Score -1.022732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10227323.000000 Penalty: 3657.196045
	Iteration 30Q: 3 clusters Score -1.022732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10227326.000000 Penalty: 3657.196045
	Iteration 31Q: 3 clusters Score -1.022733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10227320.000000 Penalty: 3657.196045
	Iteration 32Q: 3 clusters Score -1.022732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10227320.000000 Penalty: 3657.196045
	Iteration 33F: 3 clusters Score -1.022732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Entering Unmasked Estep 
Score: -1446471.625000 Penalty: 1529.605103
	Iteration 0F: 2 clusters Score -1446472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1437919.125000 Penalty: 3059.210205
	Iteration 0F: 3 clusters Score -1437919 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1440935.750000 Penalty: 3059.210205
	Iteration 1F: 3 clusters Score -1440936 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1441383.500000 Penalty: 3059.210205
	Iteration 2F: 3 clusters Score -1441384 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1441830.750000 Penalty: 3059.210205
	Iteration 3F: 3 clusters Score -1441831 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1442319.375000 Penalty: 3059.210205
	Iteration 4F: 3 clusters Score -1442319 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1442809.375000 Penalty: 3059.210205
	Iteration 5F: 3 clusters Score -1442809 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1443303.625000 Penalty: 3059.210205
	Iteration 6F: 3 clusters Score -1443304 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1443708.875000 Penalty: 3059.210205
	Iteration 7F: 3 clusters Score -1443709 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1443967.375000 Penalty: 3059.210205
	Iteration 8Q: 3 clusters Score -1443967 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1444142.500000 Penalty: 3059.210205
	Iteration 9Q: 3 clusters Score -1444142 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1444279.625000 Penalty: 3059.210205
	Iteration 10Q: 3 clusters Score -1444280 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1444424.000000 Penalty: 3059.210205
	Iteration 11Q: 3 clusters Score -1444424 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1444548.000000 Penalty: 3059.210205
	Iteration 12Q: 3 clusters Score -1444548 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1444673.875000 Penalty: 3059.210205
	Iteration 13Q: 3 clusters Score -1444674 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1444787.375000 Penalty: 3059.210205
	Iteration 14Q: 3 clusters Score -1444787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1444885.625000 Penalty: 3059.210205
	Iteration 15Q: 3 clusters Score -1444886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1444972.875000 Penalty: 3059.210205
	Iteration 16Q: 3 clusters Score -1444973 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1445057.750000 Penalty: 3059.210205
	Iteration 17Q: 3 clusters Score -1445058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1445143.375000 Penalty: 3059.210205
	Iteration 18Q: 3 clusters Score -1445143 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1445201.000000 Penalty: 3059.210205
	Iteration 19Q: 3 clusters Score -1445201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1445256.500000 Penalty: 3059.210205
	Iteration 20F: 3 clusters Score -1445256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1445303.375000 Penalty: 3059.210205
	Iteration 21Q: 3 clusters Score -1445303 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1445351.500000 Penalty: 3059.210205
	Iteration 22Q: 3 clusters Score -1445352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1445405.625000 Penalty: 3059.210205
	Iteration 23Q: 3 clusters Score -1445406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1445460.250000 Penalty: 3059.210205
	Iteration 24Q: 3 clusters Score -1445460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1445510.875000 Penalty: 3059.210205
	Iteration 25Q: 3 clusters Score -1445511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1445552.000000 Penalty: 3059.210205
	Iteration 26Q: 3 clusters Score -1445552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1445585.125000 Penalty: 3059.210205
	Iteration 27Q: 3 clusters Score -1445585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1445616.125000 Penalty: 3059.210205
	Iteration 28Q: 3 clusters Score -1445616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1445639.500000 Penalty: 3059.210205
	Iteration 29Q: 3 clusters Score -1445640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1445657.250000 Penalty: 3059.210205
	Iteration 30Q: 3 clusters Score -1445657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1445664.375000 Penalty: 3059.210205
	Iteration 31Q: 3 clusters Score -1445664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1445675.625000 Penalty: 3059.210205
	Iteration 32Q: 3 clusters Score -1445676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1445678.875000 Penalty: 3059.210205
	Iteration 33Q: 3 clusters Score -1445679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1445685.625000 Penalty: 3059.210205
	Iteration 34Q: 3 clusters Score -1445686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1445689.125000 Penalty: 3059.210205
	Iteration 35Q: 3 clusters Score -1445689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1445693.375000 Penalty: 3059.210205
	Iteration 36Q: 3 clusters Score -1445693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1445700.500000 Penalty: 3059.210205
	Iteration 37Q: 3 clusters Score -1445700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1445705.250000 Penalty: 3059.210205
	Iteration 38Q: 3 clusters Score -1445705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1445707.375000 Penalty: 3059.210205
	Iteration 39Q: 3 clusters Score -1445707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1445725.250000 Penalty: 3059.210205
	Iteration 40F: 3 clusters Score -1445725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1445739.500000 Penalty: 3059.210205
	Iteration 41Q: 3 clusters Score -1445740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1445745.000000 Penalty: 3059.210205
	Iteration 42Q: 3 clusters Score -1445745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1445753.750000 Penalty: 3059.210205
	Iteration 43Q: 3 clusters Score -1445754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1445764.000000 Penalty: 3059.210205
	Iteration 44Q: 3 clusters Score -1445764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1445776.375000 Penalty: 3059.210205
	Iteration 45Q: 3 clusters Score -1445776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1445784.500000 Penalty: 3059.210205
	Iteration 46Q: 3 clusters Score -1445784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1445788.000000 Penalty: 3059.210205
	Iteration 47Q: 3 clusters Score -1445788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1445794.875000 Penalty: 3059.210205
	Iteration 48Q: 3 clusters Score -1445795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1445803.875000 Penalty: 3059.210205
	Iteration 49Q: 3 clusters Score -1445804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1445813.000000 Penalty: 3059.210205
	Iteration 50Q: 3 clusters Score -1445813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1445812.500000 Penalty: 3059.210205
	Iteration 51Q: 3 clusters Score -1445812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1445815.750000 Penalty: 3059.210205
	Iteration 52Q: 3 clusters Score -1445816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1445818.000000 Penalty: 3059.210205
	Iteration 53Q: 3 clusters Score -1445818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1445819.625000 Penalty: 3059.210205
	Iteration 54Q: 3 clusters Score -1445820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1445817.750000 Penalty: 3059.210205
	Iteration 55Q: 3 clusters Score -1445818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1445817.750000 Penalty: 3059.210205
	Iteration 56F: 3 clusters Score -1445818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Entering Unmasked Estep 
Score: -2374355.500000 Penalty: 1595.625854
	Iteration 0F: 2 clusters Score -2374356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2361778.250000 Penalty: 3191.251709
	Iteration 0F: 3 clusters Score -2361778 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2366319.250000 Penalty: 3191.251709
	Iteration 1F: 3 clusters Score -2366319 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2366609.000000 Penalty: 3191.251709
	Iteration 2Q: 3 clusters Score -2366609 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2366897.500000 Penalty: 3191.251709
	Iteration 3Q: 3 clusters Score -2366898 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2367172.500000 Penalty: 3191.251709
	Iteration 4Q: 3 clusters Score -2367172 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2367575.750000 Penalty: 3191.251709
	Iteration 5Q: 3 clusters Score -2367576 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2368104.000000 Penalty: 3191.251709
	Iteration 6F: 3 clusters Score -2368104 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2368881.500000 Penalty: 3191.251709
	Iteration 7F: 3 clusters Score -2368882 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2369893.000000 Penalty: 3191.251709
	Iteration 8F: 3 clusters Score -2369893 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2370973.000000 Penalty: 3191.251709
	Iteration 9F: 3 clusters Score -2370973 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2371818.000000 Penalty: 3191.251709
	Iteration 10Q: 3 clusters Score -2371818 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2372321.250000 Penalty: 3191.251709
	Iteration 11Q: 3 clusters Score -2372321 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2372589.500000 Penalty: 3191.251709
	Iteration 12Q: 3 clusters Score -2372590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2372717.500000 Penalty: 3191.251709
	Iteration 13Q: 3 clusters Score -2372718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2372809.750000 Penalty: 3191.251709
	Iteration 14Q: 3 clusters Score -2372810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2372859.750000 Penalty: 3191.251709
	Iteration 15Q: 3 clusters Score -2372860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2372894.750000 Penalty: 3191.251709
	Iteration 16Q: 3 clusters Score -2372895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2372922.000000 Penalty: 3191.251709
	Iteration 17Q: 3 clusters Score -2372922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2372935.500000 Penalty: 3191.251709
	Iteration 18Q: 3 clusters Score -2372936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2372951.500000 Penalty: 3191.251709
	Iteration 19Q: 3 clusters Score -2372952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2372956.250000 Penalty: 3191.251709
	Iteration 20F: 3 clusters Score -2372956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2372965.500000 Penalty: 3191.251709
	Iteration 21Q: 3 clusters Score -2372966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2372967.250000 Penalty: 3191.251709
	Iteration 22Q: 3 clusters Score -2372967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2372970.250000 Penalty: 3191.251709
	Iteration 23Q: 3 clusters Score -2372970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2372974.750000 Penalty: 3191.251709
	Iteration 24Q: 3 clusters Score -2372975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2372981.250000 Penalty: 3191.251709
	Iteration 25Q: 3 clusters Score -2372981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2372981.750000 Penalty: 3191.251709
	Iteration 26Q: 3 clusters Score -2372982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2372983.750000 Penalty: 3191.251709
	Iteration 27Q: 3 clusters Score -2372984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2372985.000000 Penalty: 3191.251709
	Iteration 28Q: 3 clusters Score -2372985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2372985.250000 Penalty: 3191.251709
	Iteration 29Q: 3 clusters Score -2372985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2372986.250000 Penalty: 3191.251709
	Iteration 30Q: 3 clusters Score -2372986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2372986.250000 Penalty: 3191.251709
	Iteration 31F: 3 clusters Score -2372986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Entering Unmasked Estep 
Score: -9633540.000000 Penalty: 1818.868530
	Iteration 0F: 2 clusters Score -9633540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -9586862.000000 Penalty: 3637.737061
	Iteration 0F: 3 clusters Score -9586862 nChanged 34482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -9606712.000000 Penalty: 3637.737061
	Iteration 1F: 3 clusters Score -9606712 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -9607563.000000 Penalty: 3637.737061
	Iteration 2Q: 3 clusters Score -9607563 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -9608724.000000 Penalty: 3637.737061
	Iteration 3Q: 3 clusters Score -9608724 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -9610199.000000 Penalty: 3637.737061
	Iteration 4Q: 3 clusters Score -9610199 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -9612040.000000 Penalty: 3637.737061
	Iteration 5F: 3 clusters Score -9612040 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -9614419.000000 Penalty: 3637.737061
	Iteration 6F: 3 clusters Score -9614419 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -9617374.000000 Penalty: 3637.737061
	Iteration 7F: 3 clusters Score -9617374 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -9620496.000000 Penalty: 3637.737061
	Iteration 8F: 3 clusters Score -9620496 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -9624211.000000 Penalty: 3637.737061
	Iteration 9F: 3 clusters Score -9624211 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -9627417.000000 Penalty: 3637.737061
	Iteration 10F: 3 clusters Score -9627417 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -9629648.000000 Penalty: 3637.737061
	Iteration 11Q: 3 clusters Score -9629648 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -9631030.000000 Penalty: 3637.737061
	Iteration 12Q: 3 clusters Score -9631030 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -9631553.000000 Penalty: 3637.737061
	Iteration 13Q: 3 clusters Score -9631553 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -9631769.000000 Penalty: 3637.737061
	Iteration 14Q: 3 clusters Score -9631769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -9631864.000000 Penalty: 3637.737061
	Iteration 15Q: 3 clusters Score -9631864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -9631910.000000 Penalty: 3637.737061
	Iteration 16Q: 3 clusters Score -9631910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -9631919.000000 Penalty: 3637.737061
	Iteration 17Q: 3 clusters Score -9631919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -9631917.000000 Penalty: 3637.737061
	Iteration 18Q: 3 clusters Score -9631917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -9631925.000000 Penalty: 3637.737061
	Iteration 19Q: 3 clusters Score -9631925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9631930.000000 Penalty: 3637.737061
	Iteration 20F: 3 clusters Score -9631930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9631933.000000 Penalty: 3637.737061
	Iteration 21Q: 3 clusters Score -9631933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9631933.000000 Penalty: 3637.737061
	Iteration 22F: 3 clusters Score -9631933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Entering Unmasked Estep 
Score: -9224643.000000 Penalty: 1811.784302
	Iteration 0F: 2 clusters Score -9224643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -9179210.000000 Penalty: 3623.568604
	Iteration 0F: 3 clusters Score -9179210 nChanged 32968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -9198155.000000 Penalty: 3623.568604
	Iteration 1F: 3 clusters Score -9198155 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -9198909.000000 Penalty: 3623.568604
	Iteration 2Q: 3 clusters Score -9198909 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -9199785.000000 Penalty: 3623.568604
	Iteration 3Q: 3 clusters Score -9199785 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9200783.000000 Penalty: 3623.568604
	Iteration 4Q: 3 clusters Score -9200783 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -9201927.000000 Penalty: 3623.568604
	Iteration 5Q: 3 clusters Score -9201927 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -9203252.000000 Penalty: 3623.568604
	Iteration 6Q: 3 clusters Score -9203252 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -9204588.000000 Penalty: 3623.568604
	Iteration 7Q: 3 clusters Score -9204588 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -9206109.000000 Penalty: 3623.568604
	Iteration 8Q: 3 clusters Score -9206109 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -9207697.000000 Penalty: 3623.568604
	Iteration 9Q: 3 clusters Score -9207697 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -9209460.000000 Penalty: 3623.568604
	Iteration 10Q: 3 clusters Score -9209460 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -9211086.000000 Penalty: 3623.568604
	Iteration 11Q: 3 clusters Score -9211086 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -9212191.000000 Penalty: 3623.568604
	Iteration 12Q: 3 clusters Score -9212191 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -9212658.000000 Penalty: 3623.568604
	Iteration 13Q: 3 clusters Score -9212658 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -9212969.000000 Penalty: 3623.568604
	Iteration 14Q: 3 clusters Score -9212969 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -9213148.000000 Penalty: 3623.568604
	Iteration 15Q: 3 clusters Score -9213148 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -9213197.000000 Penalty: 3623.568604
	Iteration 16Q: 3 clusters Score -9213197 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -9213302.000000 Penalty: 3623.568604
	Iteration 17Q: 3 clusters Score -9213302 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -9213412.000000 Penalty: 3623.568604
	Iteration 18Q: 3 clusters Score -9213412 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -9213563.000000 Penalty: 3623.568604
	Iteration 19Q: 3 clusters Score -9213563 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -9213683.000000 Penalty: 3623.568604
	Iteration 20F: 3 clusters Score -9213683 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9213816.000000 Penalty: 3623.568604
	Iteration 21Q: 3 clusters Score -9213816 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -9213915.000000 Penalty: 3623.568604
	Iteration 22Q: 3 clusters Score -9213915 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -9214024.000000 Penalty: 3623.568604
	Iteration 23Q: 3 clusters Score -9214024 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9214151.000000 Penalty: 3623.568604
	Iteration 24Q: 3 clusters Score -9214151 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9214284.000000 Penalty: 3623.568604
	Iteration 25Q: 3 clusters Score -9214284 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -9214473.000000 Penalty: 3623.568604
	Iteration 26Q: 3 clusters Score -9214473 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -9214696.000000 Penalty: 3623.568604
	Iteration 27Q: 3 clusters Score -9214696 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -9214886.000000 Penalty: 3623.568604
	Iteration 28Q: 3 clusters Score -9214886 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -9215111.000000 Penalty: 3623.568604
	Iteration 29Q: 3 clusters Score -9215111 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -9215438.000000 Penalty: 3623.568604
	Iteration 30Q: 3 clusters Score -9215438 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -9215776.000000 Penalty: 3623.568604
	Iteration 31Q: 3 clusters Score -9215776 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -9216228.000000 Penalty: 3623.568604
	Iteration 32Q: 3 clusters Score -9216228 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -9216748.000000 Penalty: 3623.568604
	Iteration 33Q: 3 clusters Score -9216748 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -9217316.000000 Penalty: 3623.568604
	Iteration 34Q: 3 clusters Score -9217316 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -9217956.000000 Penalty: 3623.568604
	Iteration 35Q: 3 clusters Score -9217956 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -9218632.000000 Penalty: 3623.568604
	Iteration 36Q: 3 clusters Score -9218632 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -9219318.000000 Penalty: 3623.568604
	Iteration 37Q: 3 clusters Score -9219318 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -9220140.000000 Penalty: 3623.568604
	Iteration 38Q: 3 clusters Score -9220140 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -9220876.000000 Penalty: 3623.568604
	Iteration 39Q: 3 clusters Score -9220876 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -9221518.000000 Penalty: 3623.568604
	Iteration 40F: 3 clusters Score -9221518 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -9222008.000000 Penalty: 3623.568604
	Iteration 41Q: 3 clusters Score -9222008 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -9222423.000000 Penalty: 3623.568604
	Iteration 42Q: 3 clusters Score -9222423 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -9222637.000000 Penalty: 3623.568604
	Iteration 43Q: 3 clusters Score -9222637 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -9222775.000000 Penalty: 3623.568604
	Iteration 44Q: 3 clusters Score -9222775 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -9222857.000000 Penalty: 3623.568604
	Iteration 45Q: 3 clusters Score -9222857 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -9222894.000000 Penalty: 3623.568604
	Iteration 46Q: 3 clusters Score -9222894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -9222928.000000 Penalty: 3623.568604
	Iteration 47Q: 3 clusters Score -9222928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -9222940.000000 Penalty: 3623.568604
	Iteration 48Q: 3 clusters Score -9222940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9222956.000000 Penalty: 3623.568604
	Iteration 49Q: 3 clusters Score -9222956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -9222965.000000 Penalty: 3623.568604
	Iteration 50Q: 3 clusters Score -9222965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -9222982.000000 Penalty: 3623.568604
	Iteration 51Q: 3 clusters Score -9222982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -9223002.000000 Penalty: 3623.568604
	Iteration 52Q: 3 clusters Score -9223002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -9223006.000000 Penalty: 3623.568604
	Iteration 53Q: 3 clusters Score -9223006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -9223010.000000 Penalty: 3623.568604
	Iteration 54Q: 3 clusters Score -9223010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -9223013.000000 Penalty: 3623.568604
	Iteration 55Q: 3 clusters Score -9223013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -9223013.000000 Penalty: 3623.568604
	Iteration 56F: 3 clusters Score -9223013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20243.591797 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20243.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20416.294922 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20416.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20518.849609 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20518.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20602.884766 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20602.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20649.136719 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20649.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20666.078125 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20666.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20674.025391 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -20674.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20674.025391 Penalty: 1790.551270
	Iteration 7F: 3 clusters Score -20674.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1040311.875000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -1040312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1034372.375000 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -1034372 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1036134.187500 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -1036134 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1036396.812500 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -1036397 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1036645.062500 Penalty: 2923.831543
	Iteration 3F: 3 clusters Score -1036645 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1036878.000000 Penalty: 2923.831543
	Iteration 4F: 3 clusters Score -1036878 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1037062.625000 Penalty: 2923.831543
	Iteration 5Q: 3 clusters Score -1037063 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1037237.000000 Penalty: 2923.831543
	Iteration 6Q: 3 clusters Score -1037237 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1037401.812500 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -1037402 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1037563.687500 Penalty: 2923.831543
	Iteration 8Q: 3 clusters Score -1037564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1037723.312500 Penalty: 2923.831543
	Iteration 9Q: 3 clusters Score -1037723 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1037889.875000 Penalty: 2923.831543
	Iteration 10Q: 3 clusters Score -1037890 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1038054.750000 Penalty: 2923.831543
	Iteration 11Q: 3 clusters Score -1038055 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1038240.125000 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -1038240 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1038399.437500 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -1038399 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1038547.312500 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -1038547 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1038679.437500 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -1038679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1038783.687500 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -1038784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1038863.500000 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -1038864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1038920.625000 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -1038921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1038974.812500 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -1038975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1039011.562500 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -1039012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1039039.437500 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -1039039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1039058.500000 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -1039058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1039070.125000 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -1039070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1039078.000000 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -1039078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1039085.875000 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -1039086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1039095.125000 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -1039095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1039097.687500 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -1039098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1039100.875000 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -1039101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1039102.750000 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -1039103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1039103.125000 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -1039103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1039101.875000 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -1039102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1039104.562500 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -1039105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1039107.000000 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -1039107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1039106.562500 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -1039107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1039106.562500 Penalty: 2923.831543
	Iteration 35F: 3 clusters Score -1039107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Entering Unmasked Estep 
Score: -2461636.750000 Penalty: 1605.967407
	Iteration 0F: 2 clusters Score -2461637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2448216.500000 Penalty: 3211.934814
	Iteration 0F: 3 clusters Score -2448216 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2452952.250000 Penalty: 3211.934814
	Iteration 1F: 3 clusters Score -2452952 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2453199.750000 Penalty: 3211.934814
	Iteration 2Q: 3 clusters Score -2453200 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2453419.250000 Penalty: 3211.934814
	Iteration 3Q: 3 clusters Score -2453419 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2453596.500000 Penalty: 3211.934814
	Iteration 4Q: 3 clusters Score -2453596 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2453758.000000 Penalty: 3211.934814
	Iteration 5Q: 3 clusters Score -2453758 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2453886.250000 Penalty: 3211.934814
	Iteration 6Q: 3 clusters Score -2453886 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2453982.250000 Penalty: 3211.934814
	Iteration 7Q: 3 clusters Score -2453982 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2454082.750000 Penalty: 3211.934814
	Iteration 8Q: 3 clusters Score -2454083 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2454170.750000 Penalty: 3211.934814
	Iteration 9Q: 3 clusters Score -2454171 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2454261.250000 Penalty: 3211.934814
	Iteration 10Q: 3 clusters Score -2454261 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2454361.500000 Penalty: 3211.934814
	Iteration 11Q: 3 clusters Score -2454362 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2454441.500000 Penalty: 3211.934814
	Iteration 12Q: 3 clusters Score -2454442 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2454538.750000 Penalty: 3211.934814
	Iteration 13Q: 3 clusters Score -2454539 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2454628.250000 Penalty: 3211.934814
	Iteration 14Q: 3 clusters Score -2454628 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2454712.750000 Penalty: 3211.934814
	Iteration 15Q: 3 clusters Score -2454713 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2454828.250000 Penalty: 3211.934814
	Iteration 16Q: 3 clusters Score -2454828 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2454978.250000 Penalty: 3211.934814
	Iteration 17Q: 3 clusters Score -2454978 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2455159.000000 Penalty: 3211.934814
	Iteration 18Q: 3 clusters Score -2455159 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2455419.250000 Penalty: 3211.934814
	Iteration 19Q: 3 clusters Score -2455419 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2455802.250000 Penalty: 3211.934814
	Iteration 20F: 3 clusters Score -2455802 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2456395.250000 Penalty: 3211.934814
	Iteration 21Q: 3 clusters Score -2456395 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2457142.000000 Penalty: 3211.934814
	Iteration 22F: 3 clusters Score -2457142 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2457990.250000 Penalty: 3211.934814
	Iteration 23F: 3 clusters Score -2457990 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2458769.750000 Penalty: 3211.934814
	Iteration 24Q: 3 clusters Score -2458770 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2459382.500000 Penalty: 3211.934814
	Iteration 25Q: 3 clusters Score -2459382 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2459741.750000 Penalty: 3211.934814
	Iteration 26Q: 3 clusters Score -2459742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2459950.250000 Penalty: 3211.934814
	Iteration 27Q: 3 clusters Score -2459950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2460072.750000 Penalty: 3211.934814
	Iteration 28Q: 3 clusters Score -2460073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2460155.000000 Penalty: 3211.934814
	Iteration 29Q: 3 clusters Score -2460155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2460186.000000 Penalty: 3211.934814
	Iteration 30Q: 3 clusters Score -2460186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2460204.000000 Penalty: 3211.934814
	Iteration 31Q: 3 clusters Score -2460204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2460216.250000 Penalty: 3211.934814
	Iteration 32Q: 3 clusters Score -2460216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2460223.750000 Penalty: 3211.934814
	Iteration 33Q: 3 clusters Score -2460224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2460231.250000 Penalty: 3211.934814
	Iteration 34Q: 3 clusters Score -2460231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2460236.500000 Penalty: 3211.934814
	Iteration 35Q: 3 clusters Score -2460236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2460237.500000 Penalty: 3211.934814
	Iteration 36Q: 3 clusters Score -2460238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2460237.500000 Penalty: 3211.934814
	Iteration 37F: 3 clusters Score -2460238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (79201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Entering Unmasked Estep 
Score: -10107381.000000 Penalty: 1832.958374
	Iteration 0F: 2 clusters Score -1.010738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -10054626.000000 Penalty: 3665.916748
	Iteration 0F: 3 clusters Score -1.005463e+07 nChanged 37737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -10076548.000000 Penalty: 3665.916748
	Iteration 1F: 3 clusters Score -1.007655e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -10077558.000000 Penalty: 3665.916748
	Iteration 2Q: 3 clusters Score -1.007756e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -10079355.000000 Penalty: 3665.916748
	Iteration 3Q: 3 clusters Score -1.007936e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -10082114.000000 Penalty: 3665.916748
	Iteration 4F: 3 clusters Score -1.008211e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -10086222.000000 Penalty: 3665.916748
	Iteration 5F: 3 clusters Score -1.008622e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -10091279.000000 Penalty: 3665.916748
	Iteration 6F: 3 clusters Score -1.009128e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -10096306.000000 Penalty: 3665.916748
	Iteration 7F: 3 clusters Score -1.009631e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -10100223.000000 Penalty: 3665.916748
	Iteration 8F: 3 clusters Score -1.010022e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -10102565.000000 Penalty: 3665.916748
	Iteration 9Q: 3 clusters Score -1.010256e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -10103938.000000 Penalty: 3665.916748
	Iteration 10Q: 3 clusters Score -1.010394e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -10104645.000000 Penalty: 3665.916748
	Iteration 11Q: 3 clusters Score -1.010464e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -10105061.000000 Penalty: 3665.916748
	Iteration 12Q: 3 clusters Score -1.010506e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -10105327.000000 Penalty: 3665.916748
	Iteration 13Q: 3 clusters Score -1.010533e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -10105509.000000 Penalty: 3665.916748
	Iteration 14Q: 3 clusters Score -1.010551e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -10105705.000000 Penalty: 3665.916748
	Iteration 15Q: 3 clusters Score -1.01057e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -10105807.000000 Penalty: 3665.916748
	Iteration 16Q: 3 clusters Score -1.010581e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -10105887.000000 Penalty: 3665.916748
	Iteration 17Q: 3 clusters Score -1.010589e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -10105936.000000 Penalty: 3665.916748
	Iteration 18Q: 3 clusters Score -1.010594e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -10105987.000000 Penalty: 3665.916748
	Iteration 19Q: 3 clusters Score -1.010599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -10106013.000000 Penalty: 3665.916748
	Iteration 20F: 3 clusters Score -1.010601e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -10106038.000000 Penalty: 3665.916748
	Iteration 21Q: 3 clusters Score -1.010604e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -10106056.000000 Penalty: 3665.916748
	Iteration 22Q: 3 clusters Score -1.010606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -10106074.000000 Penalty: 3665.916748
	Iteration 23Q: 3 clusters Score -1.010607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -10106085.000000 Penalty: 3665.916748
	Iteration 24Q: 3 clusters Score -1.010608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -10106087.000000 Penalty: 3665.916748
	Iteration 25Q: 3 clusters Score -1.010609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -10106100.000000 Penalty: 3665.916748
	Iteration 26Q: 3 clusters Score -1.01061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -10106094.000000 Penalty: 3665.916748
	Iteration 27Q: 3 clusters Score -1.010609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
Score: -10106103.000000 Penalty: 3665.916748
	Iteration 28Q: 3 clusters Score -1.01061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -10106108.000000 Penalty: 3665.916748
	Iteration 29Q: 3 clusters Score -1.010611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -10106133.000000 Penalty: 3665.916748
	Iteration 30Q: 3 clusters Score -1.010613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -10106133.000000 Penalty: 3665.916748
	Iteration 31Q: 3 clusters Score -1.010613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -10106127.000000 Penalty: 3665.916748
	Iteration 32Q: 3 clusters Score -1.010613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -10106130.000000 Penalty: 3665.916748
	Iteration 33Q: 3 clusters Score -1.010613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10106129.000000 Penalty: 3665.916748
	Iteration 34Q: 3 clusters Score -1.010613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -10106135.000000 Penalty: 3665.916748
	Iteration 35Q: 3 clusters Score -1.010614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -10106123.000000 Penalty: 3665.916748
	Iteration 36Q: 3 clusters Score -1.010612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -10106130.000000 Penalty: 3665.916748
	Iteration 37Q: 3 clusters Score -1.010613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -10106135.000000 Penalty: 3665.916748
	Iteration 38Q: 3 clusters Score -1.010614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -10106137.000000 Penalty: 3665.916748
	Iteration 39Q: 3 clusters Score -1.010614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -10106130.000000 Penalty: 3665.916748
	Iteration 40F: 3 clusters Score -1.010613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -10106134.000000 Penalty: 3665.916748
	Iteration 41Q: 3 clusters Score -1.010613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -10106129.000000 Penalty: 3665.916748
	Iteration 42Q: 3 clusters Score -1.010613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10106129.000000 Penalty: 3665.916748
	Iteration 43Q: 3 clusters Score -1.010613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -10106129.000000 Penalty: 3665.916748
	Iteration 44Q: 3 clusters Score -1.010613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -10106127.000000 Penalty: 3665.916748
	Iteration 45Q: 3 clusters Score -1.010613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -10106133.000000 Penalty: 3665.916748
	Iteration 46Q: 3 clusters Score -1.010613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -10106133.000000 Penalty: 3665.916748
	Iteration 47Q: 3 clusters Score -1.010613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -10106132.000000 Penalty: 3665.916748
	Iteration 48Q: 3 clusters Score -1.010613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -10106132.000000 Penalty: 3665.916748
	Iteration 49F: 3 clusters Score -1.010613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -739339.562500 Penalty: 1409.390259
	Iteration 0F: 2 clusters Score -739339.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -734876.750000 Penalty: 2818.780518
	Iteration 0F: 3 clusters Score -734876.8 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -736223.875000 Penalty: 2818.780518
	Iteration 1F: 3 clusters Score -736223.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -736486.625000 Penalty: 2818.780518
	Iteration 2F: 3 clusters Score -736486.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -736726.750000 Penalty: 2818.780518
	Iteration 3F: 3 clusters Score -736726.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -736919.875000 Penalty: 2818.780518
	Iteration 4F: 3 clusters Score -736919.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -737064.000000 Penalty: 2818.780518
	Iteration 5Q: 3 clusters Score -737064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -737168.562500 Penalty: 2818.780518
	Iteration 6Q: 3 clusters Score -737168.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -737268.750000 Penalty: 2818.780518
	Iteration 7Q: 3 clusters Score -737268.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -737345.812500 Penalty: 2818.780518
	Iteration 8Q: 3 clusters Score -737345.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -737419.562500 Penalty: 2818.780518
	Iteration 9Q: 3 clusters Score -737419.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -737488.437500 Penalty: 2818.780518
	Iteration 10Q: 3 clusters Score -737488.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -737547.437500 Penalty: 2818.780518
	Iteration 11Q: 3 clusters Score -737547.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -737601.312500 Penalty: 2818.780518
	Iteration 12Q: 3 clusters Score -737601.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -737662.437500 Penalty: 2818.780518
	Iteration 13Q: 3 clusters Score -737662.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -737729.375000 Penalty: 2818.780518
	Iteration 14Q: 3 clusters Score -737729.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -737793.437500 Penalty: 2818.780518
	Iteration 15Q: 3 clusters Score -737793.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -737846.000000 Penalty: 2818.780518
	Iteration 16Q: 3 clusters Score -737846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -737879.062500 Penalty: 2818.780518
	Iteration 17Q: 3 clusters Score -737879.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -737908.062500 Penalty: 2818.780518
	Iteration 18Q: 3 clusters Score -737908.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -737935.625000 Penalty: 2818.780518
	Iteration 19Q: 3 clusters Score -737935.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -737962.125000 Penalty: 2818.780518
	Iteration 20F: 3 clusters Score -737962.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -737981.000000 Penalty: 2818.780518
	Iteration 21Q: 3 clusters Score -737981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -737996.375000 Penalty: 2818.780518
	Iteration 22Q: 3 clusters Score -737996.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -738010.375000 Penalty: 2818.780518
	Iteration 23Q: 3 clusters Score -738010.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -738027.187500 Penalty: 2818.780518
	Iteration 24Q: 3 clusters Score -738027.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -738046.250000 Penalty: 2818.780518
	Iteration 25Q: 3 clusters Score -738046.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -738064.062500 Penalty: 2818.780518
	Iteration 26Q: 3 clusters Score -738064.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -738084.375000 Penalty: 2818.780518
	Iteration 27Q: 3 clusters Score -738084.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -738099.375000 Penalty: 2818.780518
	Iteration 28Q: 3 clusters Score -738099.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -738111.437500 Penalty: 2818.780518
	Iteration 29Q: 3 clusters Score -738111.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -738125.437500 Penalty: 2818.780518
	Iteration 30Q: 3 clusters Score -738125.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -738140.875000 Penalty: 2818.780518
	Iteration 31Q: 3 clusters Score -738140.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -738158.812500 Penalty: 2818.780518
	Iteration 32Q: 3 clusters Score -738158.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -738171.125000 Penalty: 2818.780518
	Iteration 33Q: 3 clusters Score -738171.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -738184.625000 Penalty: 2818.780518
	Iteration 34Q: 3 clusters Score -738184.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -738202.437500 Penalty: 2818.780518
	Iteration 35Q: 3 clusters Score -738202.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -738215.062500 Penalty: 2818.780518
	Iteration 36Q: 3 clusters Score -738215.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -738223.062500 Penalty: 2818.780518
	Iteration 37Q: 3 clusters Score -738223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -738224.937500 Penalty: 2818.780518
	Iteration 38Q: 3 clusters Score -738224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -738226.000000 Penalty: 2818.780518
	Iteration 39Q: 3 clusters Score -738226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -738228.562500 Penalty: 2818.780518
	Iteration 40F: 3 clusters Score -738228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -738229.687500 Penalty: 2818.780518
	Iteration 41Q: 3 clusters Score -738229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -738229.937500 Penalty: 2818.780518
	Iteration 42Q: 3 clusters Score -738229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -738231.875000 Penalty: 2818.780518
	Iteration 43Q: 3 clusters Score -738231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -738234.625000 Penalty: 2818.780518
	Iteration 44Q: 3 clusters Score -738234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -738234.937500 Penalty: 2818.780518
	Iteration 45Q: 3 clusters Score -738234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -738235.750000 Penalty: 2818.780518
	Iteration 46Q: 3 clusters Score -738235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -738234.625000 Penalty: 2818.780518
	Iteration 47Q: 3 clusters Score -738234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -738234.625000 Penalty: 2818.780518
	Iteration 48F: 3 clusters Score -738234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -199287.750000 Penalty: 1214.188965
	Iteration 0F: 2 clusters Score -199287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -197348.093750 Penalty: 2428.377930
	Iteration 0F: 3 clusters Score -197348.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -197850.750000 Penalty: 2428.377930
	Iteration 1F: 3 clusters Score -197850.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198009.703125 Penalty: 2428.377930
	Iteration 2F: 3 clusters Score -198009.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -198121.859375 Penalty: 2428.377930
	Iteration 3F: 3 clusters Score -198121.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198189.328125 Penalty: 2428.377930
	Iteration 4Q: 3 clusters Score -198189.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -198249.796875 Penalty: 2428.377930
	Iteration 5Q: 3 clusters Score -198249.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198309.015625 Penalty: 2428.377930
	Iteration 6Q: 3 clusters Score -198309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -198388.078125 Penalty: 2428.377930
	Iteration 7Q: 3 clusters Score -198388.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198452.453125 Penalty: 2428.377930
	Iteration 8Q: 3 clusters Score -198452.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -198509.281250 Penalty: 2428.377930
	Iteration 9Q: 3 clusters Score -198509.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -198563.640625 Penalty: 2428.377930
	Iteration 10Q: 3 clusters Score -198563.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -198602.125000 Penalty: 2428.377930
	Iteration 11Q: 3 clusters Score -198602.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -198628.671875 Penalty: 2428.377930
	Iteration 12Q: 3 clusters Score -198628.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -198645.796875 Penalty: 2428.377930
	Iteration 13Q: 3 clusters Score -198645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -198661.703125 Penalty: 2428.377930
	Iteration 14Q: 3 clusters Score -198661.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -198669.312500 Penalty: 2428.377930
	Iteration 15Q: 3 clusters Score -198669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -198672.640625 Penalty: 2428.377930
	Iteration 16Q: 3 clusters Score -198672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -198674.390625 Penalty: 2428.377930
	Iteration 17Q: 3 clusters Score -198674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -198674.390625 Penalty: 2428.377930
	Iteration 18F: 3 clusters Score -198674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Entering Unmasked Estep 
Score: -2819726.000000 Penalty: 1622.543579
	Iteration 0F: 2 clusters Score -2819726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2805007.250000 Penalty: 3245.087158
	Iteration 0F: 3 clusters Score -2805007 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2810244.250000 Penalty: 3245.087158
	Iteration 1F: 3 clusters Score -2810244 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2810561.750000 Penalty: 3245.087158
	Iteration 2Q: 3 clusters Score -2810562 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2810864.750000 Penalty: 3245.087158
	Iteration 3Q: 3 clusters Score -2810865 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2811150.500000 Penalty: 3245.087158
	Iteration 4Q: 3 clusters Score -2811150 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2811421.500000 Penalty: 3245.087158
	Iteration 5Q: 3 clusters Score -2811422 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2811683.750000 Penalty: 3245.087158
	Iteration 6Q: 3 clusters Score -2811684 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2812068.750000 Penalty: 3245.087158
	Iteration 7Q: 3 clusters Score -2812069 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2812531.750000 Penalty: 3245.087158
	Iteration 8Q: 3 clusters Score -2812532 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2813096.750000 Penalty: 3245.087158
	Iteration 9Q: 3 clusters Score -2813097 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2813698.500000 Penalty: 3245.087158
	Iteration 10Q: 3 clusters Score -2813698 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2814225.000000 Penalty: 3245.087158
	Iteration 11Q: 3 clusters Score -2814225 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2814589.250000 Penalty: 3245.087158
	Iteration 12Q: 3 clusters Score -2814589 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2814825.250000 Penalty: 3245.087158
	Iteration 13Q: 3 clusters Score -2814825 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2814981.250000 Penalty: 3245.087158
	Iteration 14Q: 3 clusters Score -2814981 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2815132.000000 Penalty: 3245.087158
	Iteration 15Q: 3 clusters Score -2815132 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2815255.500000 Penalty: 3245.087158
	Iteration 16Q: 3 clusters Score -2815256 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2815403.750000 Penalty: 3245.087158
	Iteration 17Q: 3 clusters Score -2815404 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2815568.000000 Penalty: 3245.087158
	Iteration 18Q: 3 clusters Score -2815568 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2815693.750000 Penalty: 3245.087158
	Iteration 19Q: 3 clusters Score -2815694 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2815833.000000 Penalty: 3245.087158
	Iteration 20F: 3 clusters Score -2815833 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2815963.000000 Penalty: 3245.087158
	Iteration 21Q: 3 clusters Score -2815963 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2816098.250000 Penalty: 3245.087158
	Iteration 22Q: 3 clusters Score -2816098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2816252.000000 Penalty: 3245.087158
	Iteration 23Q: 3 clusters Score -2816252 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2816408.000000 Penalty: 3245.087158
	Iteration 24Q: 3 clusters Score -2816408 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2816561.250000 Penalty: 3245.087158
	Iteration 25Q: 3 clusters Score -2816561 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2816717.250000 Penalty: 3245.087158
	Iteration 26Q: 3 clusters Score -2816717 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2816898.750000 Penalty: 3245.087158
	Iteration 27Q: 3 clusters Score -2816899 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2817057.750000 Penalty: 3245.087158
	Iteration 28Q: 3 clusters Score -2817058 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2817189.000000 Penalty: 3245.087158
	Iteration 29Q: 3 clusters Score -2817189 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2817341.250000 Penalty: 3245.087158
	Iteration 30Q: 3 clusters Score -2817341 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2817474.750000 Penalty: 3245.087158
	Iteration 31Q: 3 clusters Score -2817475 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2817590.000000 Penalty: 3245.087158
	Iteration 32Q: 3 clusters Score -2817590 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2817664.500000 Penalty: 3245.087158
	Iteration 33Q: 3 clusters Score -2817664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2817736.000000 Penalty: 3245.087158
	Iteration 34Q: 3 clusters Score -2817736 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2817805.750000 Penalty: 3245.087158
	Iteration 35Q: 3 clusters Score -2817806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2817859.750000 Penalty: 3245.087158
	Iteration 36Q: 3 clusters Score -2817860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2817913.750000 Penalty: 3245.087158
	Iteration 37Q: 3 clusters Score -2817914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2817961.250000 Penalty: 3245.087158
	Iteration 38Q: 3 clusters Score -2817961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2818011.000000 Penalty: 3245.087158
	Iteration 39Q: 3 clusters Score -2818011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2818063.250000 Penalty: 3245.087158
	Iteration 40F: 3 clusters Score -2818063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2818108.750000 Penalty: 3245.087158
	Iteration 41Q: 3 clusters Score -2818109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2818145.750000 Penalty: 3245.087158
	Iteration 42Q: 3 clusters Score -2818146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2818181.000000 Penalty: 3245.087158
	Iteration 43Q: 3 clusters Score -2818181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2818213.000000 Penalty: 3245.087158
	Iteration 44Q: 3 clusters Score -2818213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2818223.500000 Penalty: 3245.087158
	Iteration 45Q: 3 clusters Score -2818224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2818242.000000 Penalty: 3245.087158
	Iteration 46Q: 3 clusters Score -2818242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2818260.000000 Penalty: 3245.087158
	Iteration 47Q: 3 clusters Score -2818260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2818279.750000 Penalty: 3245.087158
	Iteration 48Q: 3 clusters Score -2818280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2818299.000000 Penalty: 3245.087158
	Iteration 49Q: 3 clusters Score -2818299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2818307.000000 Penalty: 3245.087158
	Iteration 50Q: 3 clusters Score -2818307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2818324.250000 Penalty: 3245.087158
	Iteration 51Q: 3 clusters Score -2818324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2818334.750000 Penalty: 3245.087158
	Iteration 52Q: 3 clusters Score -2818335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2818335.750000 Penalty: 3245.087158
	Iteration 53Q: 3 clusters Score -2818336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2818338.500000 Penalty: 3245.087158
	Iteration 54Q: 3 clusters Score -2818338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2818345.000000 Penalty: 3245.087158
	Iteration 55Q: 3 clusters Score -2818345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2818352.250000 Penalty: 3245.087158
	Iteration 56Q: 3 clusters Score -2818352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2818355.500000 Penalty: 3245.087158
	Iteration 57Q: 3 clusters Score -2818356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2818357.500000 Penalty: 3245.087158
	Iteration 58Q: 3 clusters Score -2818358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2818361.250000 Penalty: 3245.087158
	Iteration 59Q: 3 clusters Score -2818361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2818367.000000 Penalty: 3245.087158
	Iteration 60F: 3 clusters Score -2818367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2818367.250000 Penalty: 3245.087158
	Iteration 61Q: 3 clusters Score -2818367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2818372.750000 Penalty: 3245.087158
	Iteration 62Q: 3 clusters Score -2818373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2818371.250000 Penalty: 3245.087158
	Iteration 63Q: 3 clusters Score -2818371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2818373.500000 Penalty: 3245.087158
	Iteration 64Q: 3 clusters Score -2818374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2818372.000000 Penalty: 3245.087158
	Iteration 65Q: 3 clusters Score -2818372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2818373.000000 Penalty: 3245.087158
	Iteration 66Q: 3 clusters Score -2818373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2818378.000000 Penalty: 3245.087158
	Iteration 67Q: 3 clusters Score -2818378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2818380.250000 Penalty: 3245.087158
	Iteration 68Q: 3 clusters Score -2818380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2818378.750000 Penalty: 3245.087158
	Iteration 69Q: 3 clusters Score -2818379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2818379.000000 Penalty: 3245.087158
	Iteration 70Q: 3 clusters Score -2818379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2818383.000000 Penalty: 3245.087158
	Iteration 71Q: 3 clusters Score -2818383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2818388.000000 Penalty: 3245.087158
	Iteration 72Q: 3 clusters Score -2818388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2818389.250000 Penalty: 3245.087158
	Iteration 73Q: 3 clusters Score -2818389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2818389.250000 Penalty: 3245.087158
	Iteration 74F: 3 clusters Score -2818389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -928861.687500 Penalty: 1439.969360
	Iteration 0F: 2 clusters Score -928861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -923615.062500 Penalty: 2879.938721
	Iteration 0F: 3 clusters Score -923615.1 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -925080.000000 Penalty: 2879.938721
	Iteration 1F: 3 clusters Score -925080 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -925274.375000 Penalty: 2879.938721
	Iteration 2F: 3 clusters Score -925274.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -925416.750000 Penalty: 2879.938721
	Iteration 3Q: 3 clusters Score -925416.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -925528.437500 Penalty: 2879.938721
	Iteration 4Q: 3 clusters Score -925528.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -925638.312500 Penalty: 2879.938721
	Iteration 5Q: 3 clusters Score -925638.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -925773.375000 Penalty: 2879.938721
	Iteration 6Q: 3 clusters Score -925773.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -925939.187500 Penalty: 2879.938721
	Iteration 7Q: 3 clusters Score -925939.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -926139.375000 Penalty: 2879.938721
	Iteration 8Q: 3 clusters Score -926139.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -926432.812500 Penalty: 2879.938721
	Iteration 9F: 3 clusters Score -926432.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -926780.312500 Penalty: 2879.938721
	Iteration 10F: 3 clusters Score -926780.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -927112.750000 Penalty: 2879.938721
	Iteration 11F: 3 clusters Score -927112.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -927359.625000 Penalty: 2879.938721
	Iteration 12Q: 3 clusters Score -927359.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -927564.562500 Penalty: 2879.938721
	Iteration 13Q: 3 clusters Score -927564.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -927735.250000 Penalty: 2879.938721
	Iteration 14Q: 3 clusters Score -927735.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -927872.437500 Penalty: 2879.938721
	Iteration 15Q: 3 clusters Score -927872.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -927949.312500 Penalty: 2879.938721
	Iteration 16Q: 3 clusters Score -927949.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -927995.312500 Penalty: 2879.938721
	Iteration 17Q: 3 clusters Score -927995.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -928014.562500 Penalty: 2879.938721
	Iteration 18Q: 3 clusters Score -928014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -928025.437500 Penalty: 2879.938721
	Iteration 19Q: 3 clusters Score -928025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -928030.250000 Penalty: 2879.938721
	Iteration 20F: 3 clusters Score -928030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -928032.375000 Penalty: 2879.938721
	Iteration 21Q: 3 clusters Score -928032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -928031.812500 Penalty: 2879.938721
	Iteration 22Q: 3 clusters Score -928031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -928032.875000 Penalty: 2879.938721
	Iteration 23Q: 3 clusters Score -928032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -928036.250000 Penalty: 2879.938721
	Iteration 24Q: 3 clusters Score -928036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -928038.312500 Penalty: 2879.938721
	Iteration 25Q: 3 clusters Score -928038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -928038.562500 Penalty: 2879.938721
	Iteration 26Q: 3 clusters Score -928038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -928039.875000 Penalty: 2879.938721
	Iteration 27Q: 3 clusters Score -928039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -928038.875000 Penalty: 2879.938721
	Iteration 28Q: 3 clusters Score -928038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -928038.250000 Penalty: 2879.938721
	Iteration 29Q: 3 clusters Score -928038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -928038.875000 Penalty: 2879.938721
	Iteration 30Q: 3 clusters Score -928038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -928039.187500 Penalty: 2879.938721
	Iteration 31Q: 3 clusters Score -928039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -928039.562500 Penalty: 2879.938721
	Iteration 32Q: 3 clusters Score -928039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -928040.500000 Penalty: 2879.938721
	Iteration 33Q: 3 clusters Score -928040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -928040.312500 Penalty: 2879.938721
	Iteration 34Q: 3 clusters Score -928040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -928042.187500 Penalty: 2879.938721
	Iteration 35Q: 3 clusters Score -928042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -928042.437500 Penalty: 2879.938721
	Iteration 36Q: 3 clusters Score -928042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -928042.312500 Penalty: 2879.938721
	Iteration 37Q: 3 clusters Score -928042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -928042.312500 Penalty: 2879.938721
	Iteration 38F: 3 clusters Score -928042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -632587.062500 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -632587.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -628651.000000 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -628651 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -629743.812500 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -629743.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -629964.250000 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -629964.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -630142.250000 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -630142.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -630322.750000 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -630322.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -630503.687500 Penalty: 2764.230225
	Iteration 5F: 3 clusters Score -630503.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -630684.875000 Penalty: 2764.230225
	Iteration 6F: 3 clusters Score -630684.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -630830.812500 Penalty: 2764.230225
	Iteration 7Q: 3 clusters Score -630830.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -630928.312500 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -630928.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -631007.937500 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -631007.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -631078.187500 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -631078.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -631135.937500 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -631135.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -631169.750000 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -631169.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -631189.625000 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -631189.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -631202.125000 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -631202.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -631209.375000 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -631209.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -631217.000000 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -631217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -631222.250000 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -631222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -631226.250000 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -631226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -631228.687500 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -631228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -631231.500000 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -631231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -631233.062500 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -631233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -631234.562500 Penalty: 2764.230225
	Iteration 22Q: 3 clusters Score -631234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -631238.750000 Penalty: 2764.230225
	Iteration 23Q: 3 clusters Score -631238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -631238.500000 Penalty: 2764.230225
	Iteration 24Q: 3 clusters Score -631238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -631238.750000 Penalty: 2764.230225
	Iteration 25Q: 3 clusters Score -631238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -631240.562500 Penalty: 2764.230225
	Iteration 26Q: 3 clusters Score -631240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -631241.375000 Penalty: 2764.230225
	Iteration 27Q: 3 clusters Score -631241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -631241.375000 Penalty: 2764.230225
	Iteration 28Q: 3 clusters Score -631241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -631242.687500 Penalty: 2764.230225
	Iteration 29Q: 3 clusters Score -631242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -631244.187500 Penalty: 2764.230225
	Iteration 30Q: 3 clusters Score -631244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -631243.125000 Penalty: 2764.230225
	Iteration 31Q: 3 clusters Score -631243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -631243.125000 Penalty: 2764.230225
	Iteration 32F: 3 clusters Score -631243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Entering Unmasked Estep 
Score: -1918907.375000 Penalty: 1564.335449
	Iteration 0F: 2 clusters Score -1918907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1908262.750000 Penalty: 3128.670898
	Iteration 0F: 3 clusters Score -1908263 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1911961.250000 Penalty: 3128.670898
	Iteration 1F: 3 clusters Score -1911961 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1912354.125000 Penalty: 3128.670898
	Iteration 2F: 3 clusters Score -1912354 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1912707.750000 Penalty: 3128.670898
	Iteration 3F: 3 clusters Score -1912708 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1913063.375000 Penalty: 3128.670898
	Iteration 4F: 3 clusters Score -1913063 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1913466.375000 Penalty: 3128.670898
	Iteration 5F: 3 clusters Score -1913466 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1913917.500000 Penalty: 3128.670898
	Iteration 6F: 3 clusters Score -1913918 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1914323.375000 Penalty: 3128.670898
	Iteration 7Q: 3 clusters Score -1914323 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1914810.500000 Penalty: 3128.670898
	Iteration 8Q: 3 clusters Score -1914810 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1915372.750000 Penalty: 3128.670898
	Iteration 9Q: 3 clusters Score -1915373 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1915901.125000 Penalty: 3128.670898
	Iteration 10Q: 3 clusters Score -1915901 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1916326.375000 Penalty: 3128.670898
	Iteration 11Q: 3 clusters Score -1916326 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1916625.500000 Penalty: 3128.670898
	Iteration 12Q: 3 clusters Score -1916626 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1916860.250000 Penalty: 3128.670898
	Iteration 13Q: 3 clusters Score -1916860 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1917012.625000 Penalty: 3128.670898
	Iteration 14Q: 3 clusters Score -1917013 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1917123.375000 Penalty: 3128.670898
	Iteration 15Q: 3 clusters Score -1917123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1917217.750000 Penalty: 3128.670898
	Iteration 16Q: 3 clusters Score -1917218 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1917290.750000 Penalty: 3128.670898
	Iteration 17Q: 3 clusters Score -1917291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1917354.625000 Penalty: 3128.670898
	Iteration 18Q: 3 clusters Score -1917355 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1917403.375000 Penalty: 3128.670898
	Iteration 19Q: 3 clusters Score -1917403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1917447.750000 Penalty: 3128.670898
	Iteration 20F: 3 clusters Score -1917448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1917488.125000 Penalty: 3128.670898
	Iteration 21Q: 3 clusters Score -1917488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1917515.875000 Penalty: 3128.670898
	Iteration 22Q: 3 clusters Score -1917516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1917545.875000 Penalty: 3128.670898
	Iteration 23Q: 3 clusters Score -1917546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1917575.125000 Penalty: 3128.670898
	Iteration 24Q: 3 clusters Score -1917575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1917600.625000 Penalty: 3128.670898
	Iteration 25Q: 3 clusters Score -1917601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1917623.000000 Penalty: 3128.670898
	Iteration 26Q: 3 clusters Score -1917623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1917640.000000 Penalty: 3128.670898
	Iteration 27Q: 3 clusters Score -1917640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1917660.625000 Penalty: 3128.670898
	Iteration 28Q: 3 clusters Score -1917661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1917670.000000 Penalty: 3128.670898
	Iteration 29Q: 3 clusters Score -1917670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1917676.250000 Penalty: 3128.670898
	Iteration 30Q: 3 clusters Score -1917676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1917687.375000 Penalty: 3128.670898
	Iteration 31Q: 3 clusters Score -1917687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1917695.000000 Penalty: 3128.670898
	Iteration 32Q: 3 clusters Score -1917695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1917702.875000 Penalty: 3128.670898
	Iteration 33Q: 3 clusters Score -1917703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1917707.750000 Penalty: 3128.670898
	Iteration 34Q: 3 clusters Score -1917708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1917711.750000 Penalty: 3128.670898
	Iteration 35Q: 3 clusters Score -1917712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1917715.375000 Penalty: 3128.670898
	Iteration 36Q: 3 clusters Score -1917715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1917715.375000 Penalty: 3128.670898
	Iteration 37Q: 3 clusters Score -1917715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1917715.000000 Penalty: 3128.670898
	Iteration 38Q: 3 clusters Score -1917715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1917720.875000 Penalty: 3128.670898
	Iteration 39Q: 3 clusters Score -1917721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1917728.125000 Penalty: 3128.670898
	Iteration 40F: 3 clusters Score -1917728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1917732.875000 Penalty: 3128.670898
	Iteration 41Q: 3 clusters Score -1917733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1917736.375000 Penalty: 3128.670898
	Iteration 42Q: 3 clusters Score -1917736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1917738.875000 Penalty: 3128.670898
	Iteration 43Q: 3 clusters Score -1917739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1917748.625000 Penalty: 3128.670898
	Iteration 44Q: 3 clusters Score -1917749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1917754.000000 Penalty: 3128.670898
	Iteration 45Q: 3 clusters Score -1917754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1917751.375000 Penalty: 3128.670898
	Iteration 46Q: 3 clusters Score -1917751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1917752.125000 Penalty: 3128.670898
	Iteration 47Q: 3 clusters Score -1917752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1917752.250000 Penalty: 3128.670898
	Iteration 48Q: 3 clusters Score -1917752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1917752.250000 Penalty: 3128.670898
	Iteration 49F: 3 clusters Score -1917752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -700697.937500 Penalty: 1407.516479
	Iteration 0F: 2 clusters Score -700697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -696230.250000 Penalty: 2815.032959
	Iteration 0F: 3 clusters Score -696230.2 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -697765.875000 Penalty: 2815.032959
	Iteration 1F: 3 clusters Score -697765.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -698209.187500 Penalty: 2815.032959
	Iteration 2F: 3 clusters Score -698209.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -698567.500000 Penalty: 2815.032959
	Iteration 3F: 3 clusters Score -698567.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -698834.625000 Penalty: 2815.032959
	Iteration 4F: 3 clusters Score -698834.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -699037.875000 Penalty: 2815.032959
	Iteration 5F: 3 clusters Score -699037.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -699168.937500 Penalty: 2815.032959
	Iteration 6Q: 3 clusters Score -699168.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -699257.562500 Penalty: 2815.032959
	Iteration 7Q: 3 clusters Score -699257.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -699317.500000 Penalty: 2815.032959
	Iteration 8Q: 3 clusters Score -699317.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -699346.687500 Penalty: 2815.032959
	Iteration 9Q: 3 clusters Score -699346.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -699361.000000 Penalty: 2815.032959
	Iteration 10Q: 3 clusters Score -699361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -699375.562500 Penalty: 2815.032959
	Iteration 11Q: 3 clusters Score -699375.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -699388.125000 Penalty: 2815.032959
	Iteration 12Q: 3 clusters Score -699388.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -699395.812500 Penalty: 2815.032959
	Iteration 13Q: 3 clusters Score -699395.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -699402.125000 Penalty: 2815.032959
	Iteration 14Q: 3 clusters Score -699402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -699404.500000 Penalty: 2815.032959
	Iteration 15Q: 3 clusters Score -699404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -699408.250000 Penalty: 2815.032959
	Iteration 16Q: 3 clusters Score -699408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -699407.562500 Penalty: 2815.032959
	Iteration 17Q: 3 clusters Score -699407.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -699409.875000 Penalty: 2815.032959
	Iteration 18Q: 3 clusters Score -699409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -699412.750000 Penalty: 2815.032959
	Iteration 19Q: 3 clusters Score -699412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -699414.500000 Penalty: 2815.032959
	Iteration 20F: 3 clusters Score -699414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -699415.875000 Penalty: 2815.032959
	Iteration 21Q: 3 clusters Score -699415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -699418.000000 Penalty: 2815.032959
	Iteration 22Q: 3 clusters Score -699418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -699419.375000 Penalty: 2815.032959
	Iteration 23Q: 3 clusters Score -699419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -699419.687500 Penalty: 2815.032959
	Iteration 24Q: 3 clusters Score -699419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -699421.187500 Penalty: 2815.032959
	Iteration 25Q: 3 clusters Score -699421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -699423.312500 Penalty: 2815.032959
	Iteration 26Q: 3 clusters Score -699423.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -699425.687500 Penalty: 2815.032959
	Iteration 27Q: 3 clusters Score -699425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -699426.312500 Penalty: 2815.032959
	Iteration 28Q: 3 clusters Score -699426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -699427.937500 Penalty: 2815.032959
	Iteration 29Q: 3 clusters Score -699427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -699429.437500 Penalty: 2815.032959
	Iteration 30Q: 3 clusters Score -699429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -699431.625000 Penalty: 2815.032959
	Iteration 31Q: 3 clusters Score -699431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -699431.250000 Penalty: 2815.032959
	Iteration 32Q: 3 clusters Score -699431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -699434.375000 Penalty: 2815.032959
	Iteration 33Q: 3 clusters Score -699434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -699434.750000 Penalty: 2815.032959
	Iteration 34Q: 3 clusters Score -699434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -699437.250000 Penalty: 2815.032959
	Iteration 35Q: 3 clusters Score -699437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -699438.187500 Penalty: 2815.032959
	Iteration 36Q: 3 clusters Score -699438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -699438.062500 Penalty: 2815.032959
	Iteration 37Q: 3 clusters Score -699438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -699436.937500 Penalty: 2815.032959
	Iteration 38Q: 3 clusters Score -699436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -699436.250000 Penalty: 2815.032959
	Iteration 39Q: 3 clusters Score -699436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -699436.250000 Penalty: 2815.032959
	Iteration 40F: 3 clusters Score -699436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Entering Unmasked Estep 
Score: -10896085.000000 Penalty: 1840.330933
	Iteration 0F: 2 clusters Score -1.089608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -10845762.000000 Penalty: 3680.661865
	Iteration 0F: 3 clusters Score -1.084576e+07 nChanged 39768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -10869740.000000 Penalty: 3680.661865
	Iteration 1F: 3 clusters Score -1.086974e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -10872121.000000 Penalty: 3680.661865
	Iteration 2Q: 3 clusters Score -1.087212e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -10875735.000000 Penalty: 3680.661865
	Iteration 3F: 3 clusters Score -1.087574e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -10880550.000000 Penalty: 3680.661865
	Iteration 4F: 3 clusters Score -1.088055e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -10885972.000000 Penalty: 3680.661865
	Iteration 5F: 3 clusters Score -1.088597e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -10890439.000000 Penalty: 3680.661865
	Iteration 6F: 3 clusters Score -1.089044e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -10892890.000000 Penalty: 3680.661865
	Iteration 7F: 3 clusters Score -1.089289e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -10894249.000000 Penalty: 3680.661865
	Iteration 8Q: 3 clusters Score -1.089425e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -10895245.000000 Penalty: 3680.661865
	Iteration 9Q: 3 clusters Score -1.089524e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -10896108.000000 Penalty: 3680.661865
	Iteration 10Q: 3 clusters Score -1.089611e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -10896795.000000 Penalty: 3680.661865
	Iteration 11Q: 3 clusters Score -1.08968e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -10897301.000000 Penalty: 3680.661865
	Iteration 12Q: 3 clusters Score -1.08973e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -10897585.000000 Penalty: 3680.661865
	Iteration 13Q: 3 clusters Score -1.089758e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -10897579.000000 Penalty: 3680.661865
	Iteration 14Q: 3 clusters Score -1.089758e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -10897570.000000 Penalty: 3680.661865
	Iteration 15Q: 3 clusters Score -1.089757e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -10897537.000000 Penalty: 3680.661865
	Iteration 16Q: 3 clusters Score -1.089754e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -10897525.000000 Penalty: 3680.661865
	Iteration 17Q: 3 clusters Score -1.089752e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -10897498.000000 Penalty: 3680.661865
	Iteration 18Q: 3 clusters Score -1.08975e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -10897353.000000 Penalty: 3680.661865
	Iteration 19Q: 3 clusters Score -1.089735e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -10897409.000000 Penalty: 3680.661865
	Iteration 20F: 3 clusters Score -1.089741e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -10897289.000000 Penalty: 3680.661865
	Iteration 21Q: 3 clusters Score -1.089729e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -10896977.000000 Penalty: 3680.661865
	Iteration 22Q: 3 clusters Score -1.089698e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -10896848.000000 Penalty: 3680.661865
	Iteration 23Q: 3 clusters Score -1.089685e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -10896704.000000 Penalty: 3680.661865
	Iteration 24Q: 3 clusters Score -1.08967e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -10896528.000000 Penalty: 3680.661865
	Iteration 25Q: 3 clusters Score -1.089653e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -10896431.000000 Penalty: 3680.661865
	Iteration 26Q: 3 clusters Score -1.089643e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -10896376.000000 Penalty: 3680.661865
	Iteration 27Q: 3 clusters Score -1.089638e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -10896252.000000 Penalty: 3680.661865
	Iteration 28Q: 3 clusters Score -1.089625e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -10896173.000000 Penalty: 3680.661865
	Iteration 29Q: 3 clusters Score -1.089617e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10896107.000000 Penalty: 3680.661865
	Iteration 30Q: 3 clusters Score -1.089611e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -10895999.000000 Penalty: 3680.661865
	Iteration 31Q: 3 clusters Score -1.0896e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -10895879.000000 Penalty: 3680.661865
	Iteration 32Q: 3 clusters Score -1.089588e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10895822.000000 Penalty: 3680.661865
	Iteration 33Q: 3 clusters Score -1.089582e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10895780.000000 Penalty: 3680.661865
	Iteration 34Q: 3 clusters Score -1.089578e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -10895710.000000 Penalty: 3680.661865
	Iteration 35Q: 3 clusters Score -1.089571e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -10895670.000000 Penalty: 3680.661865
	Iteration 36Q: 3 clusters Score -1.089567e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -10895608.000000 Penalty: 3680.661865
	Iteration 37Q: 3 clusters Score -1.089561e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -10895580.000000 Penalty: 3680.661865
	Iteration 38Q: 3 clusters Score -1.089558e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -10895590.000000 Penalty: 3680.661865
	Iteration 39Q: 3 clusters Score -1.089559e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10895550.000000 Penalty: 3680.661865
	Iteration 40F: 3 clusters Score -1.089555e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10895530.000000 Penalty: 3680.661865
	Iteration 41Q: 3 clusters Score -1.089553e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10895491.000000 Penalty: 3680.661865
	Iteration 42Q: 3 clusters Score -1.089549e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10895465.000000 Penalty: 3680.661865
	Iteration 43Q: 3 clusters Score -1.089546e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10895423.000000 Penalty: 3680.661865
	Iteration 44Q: 3 clusters Score -1.089542e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10895399.000000 Penalty: 3680.661865
	Iteration 45Q: 3 clusters Score -1.08954e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10895391.000000 Penalty: 3680.661865
	Iteration 46Q: 3 clusters Score -1.089539e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10895348.000000 Penalty: 3680.661865
	Iteration 47Q: 3 clusters Score -1.089535e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10895318.000000 Penalty: 3680.661865
	Iteration 48Q: 3 clusters Score -1.089532e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10895296.000000 Penalty: 3680.661865
	Iteration 49Q: 3 clusters Score -1.08953e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10895287.000000 Penalty: 3680.661865
	Iteration 50Q: 3 clusters Score -1.089529e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10895266.000000 Penalty: 3680.661865
	Iteration 51Q: 3 clusters Score -1.089527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10895251.000000 Penalty: 3680.661865
	Iteration 52Q: 3 clusters Score -1.089525e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10895226.000000 Penalty: 3680.661865
	Iteration 53Q: 3 clusters Score -1.089523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10895211.000000 Penalty: 3680.661865
	Iteration 54Q: 3 clusters Score -1.089521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -10895217.000000 Penalty: 3680.661865
	Iteration 55Q: 3 clusters Score -1.089522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10895198.000000 Penalty: 3680.661865
	Iteration 56Q: 3 clusters Score -1.08952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10895186.000000 Penalty: 3680.661865
	Iteration 57Q: 3 clusters Score -1.089519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10895195.000000 Penalty: 3680.661865
	Iteration 58Q: 3 clusters Score -1.08952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -10895200.000000 Penalty: 3680.661865
	Iteration 59Q: 3 clusters Score -1.08952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -10895207.000000 Penalty: 3680.661865
	Iteration 60F: 3 clusters Score -1.089521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10895192.000000 Penalty: 3680.661865
	Iteration 61Q: 3 clusters Score -1.089519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10895187.000000 Penalty: 3680.661865
	Iteration 62Q: 3 clusters Score -1.089519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10895186.000000 Penalty: 3680.661865
	Iteration 63Q: 3 clusters Score -1.089519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10895186.000000 Penalty: 3680.661865
	Iteration 64Q: 3 clusters Score -1.089519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10895186.000000 Penalty: 3680.661865
	Iteration 65Q: 3 clusters Score -1.089519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10895183.000000 Penalty: 3680.661865
	Iteration 66Q: 3 clusters Score -1.089518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10895173.000000 Penalty: 3680.661865
	Iteration 67Q: 3 clusters Score -1.089517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10895163.000000 Penalty: 3680.661865
	Iteration 68Q: 3 clusters Score -1.089516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10895160.000000 Penalty: 3680.661865
	Iteration 69Q: 3 clusters Score -1.089516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10895160.000000 Penalty: 3680.661865
	Iteration 70Q: 3 clusters Score -1.089516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10895157.000000 Penalty: 3680.661865
	Iteration 71Q: 3 clusters Score -1.089516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10895149.000000 Penalty: 3680.661865
	Iteration 72Q: 3 clusters Score -1.089515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10895150.000000 Penalty: 3680.661865
	Iteration 73Q: 3 clusters Score -1.089515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10895134.000000 Penalty: 3680.661865
	Iteration 74Q: 3 clusters Score -1.089513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10895125.000000 Penalty: 3680.661865
	Iteration 75Q: 3 clusters Score -1.089512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10895135.000000 Penalty: 3680.661865
	Iteration 76Q: 3 clusters Score -1.089514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10895115.000000 Penalty: 3680.661865
	Iteration 77Q: 3 clusters Score -1.089512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10895110.000000 Penalty: 3680.661865
	Iteration 78Q: 3 clusters Score -1.089511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10895117.000000 Penalty: 3680.661865
	Iteration 79Q: 3 clusters Score -1.089512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -10895109.000000 Penalty: 3680.661865
	Iteration 80F: 3 clusters Score -1.089511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10895111.000000 Penalty: 3680.661865
	Iteration 81Q: 3 clusters Score -1.089511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10895111.000000 Penalty: 3680.661865
	Iteration 82Q: 3 clusters Score -1.089511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10895116.000000 Penalty: 3680.661865
	Iteration 83Q: 3 clusters Score -1.089512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10895115.000000 Penalty: 3680.661865
	Iteration 84Q: 3 clusters Score -1.089512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10895115.000000 Penalty: 3680.661865
	Iteration 85F: 3 clusters Score -1.089512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Entering Unmasked Estep 
Score: -9789978.000000 Penalty: 1821.760498
	Iteration 0F: 2 clusters Score -9789978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -9742169.000000 Penalty: 3643.520996
	Iteration 0F: 3 clusters Score -9742169 nChanged 35028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -9762272.000000 Penalty: 3643.520996
	Iteration 1F: 3 clusters Score -9762272 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -9762975.000000 Penalty: 3643.520996
	Iteration 2Q: 3 clusters Score -9762975 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -9763800.000000 Penalty: 3643.520996
	Iteration 3Q: 3 clusters Score -9763800 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -9764766.000000 Penalty: 3643.520996
	Iteration 4Q: 3 clusters Score -9764766 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9766120.000000 Penalty: 3643.520996
	Iteration 5Q: 3 clusters Score -9766120 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -9767926.000000 Penalty: 3643.520996
	Iteration 6F: 3 clusters Score -9767926 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -9770421.000000 Penalty: 3643.520996
	Iteration 7F: 3 clusters Score -9770421 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -9773566.000000 Penalty: 3643.520996
	Iteration 8F: 3 clusters Score -9773566 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -9777343.000000 Penalty: 3643.520996
	Iteration 9F: 3 clusters Score -9777343 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -9781131.000000 Penalty: 3643.520996
	Iteration 10F: 3 clusters Score -9781131 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -9784515.000000 Penalty: 3643.520996
	Iteration 11F: 3 clusters Score -9784515 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9786568.000000 Penalty: 3643.520996
	Iteration 12Q: 3 clusters Score -9786568 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9787575.000000 Penalty: 3643.520996
	Iteration 13Q: 3 clusters Score -9787575 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9787998.000000 Penalty: 3643.520996
	Iteration 14Q: 3 clusters Score -9787998 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9788174.000000 Penalty: 3643.520996
	Iteration 15Q: 3 clusters Score -9788174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9788248.000000 Penalty: 3643.520996
	Iteration 16Q: 3 clusters Score -9788248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9788296.000000 Penalty: 3643.520996
	Iteration 17Q: 3 clusters Score -9788296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9788311.000000 Penalty: 3643.520996
	Iteration 18Q: 3 clusters Score -9788311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9788324.000000 Penalty: 3643.520996
	Iteration 19Q: 3 clusters Score -9788324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9788323.000000 Penalty: 3643.520996
	Iteration 20F: 3 clusters Score -9788323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9788327.000000 Penalty: 3643.520996
	Iteration 21Q: 3 clusters Score -9788327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9788332.000000 Penalty: 3643.520996
	Iteration 22Q: 3 clusters Score -9788332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9788331.000000 Penalty: 3643.520996
	Iteration 23Q: 3 clusters Score -9788331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9788328.000000 Penalty: 3643.520996
	Iteration 24Q: 3 clusters Score -9788328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9788328.000000 Penalty: 3643.520996
	Iteration 25F: 3 clusters Score -9788328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -484697.250000 Penalty: 1349.158569
	Iteration 0F: 2 clusters Score -484697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -481302.281250 Penalty: 2698.317139
	Iteration 0F: 3 clusters Score -481302.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -482149.343750 Penalty: 2698.317139
	Iteration 1F: 3 clusters Score -482149.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -482329.781250 Penalty: 2698.317139
	Iteration 2F: 3 clusters Score -482329.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -482447.812500 Penalty: 2698.317139
	Iteration 3F: 3 clusters Score -482447.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -482542.750000 Penalty: 2698.317139
	Iteration 4Q: 3 clusters Score -482542.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -482623.625000 Penalty: 2698.317139
	Iteration 5Q: 3 clusters Score -482623.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -482689.781250 Penalty: 2698.317139
	Iteration 6Q: 3 clusters Score -482689.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -482766.500000 Penalty: 2698.317139
	Iteration 7Q: 3 clusters Score -482766.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -482860.375000 Penalty: 2698.317139
	Iteration 8Q: 3 clusters Score -482860.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -482977.062500 Penalty: 2698.317139
	Iteration 9Q: 3 clusters Score -482977.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -483114.687500 Penalty: 2698.317139
	Iteration 10Q: 3 clusters Score -483114.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -483225.187500 Penalty: 2698.317139
	Iteration 11Q: 3 clusters Score -483225.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -483328.156250 Penalty: 2698.317139
	Iteration 12Q: 3 clusters Score -483328.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -483413.125000 Penalty: 2698.317139
	Iteration 13Q: 3 clusters Score -483413.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -483485.625000 Penalty: 2698.317139
	Iteration 14Q: 3 clusters Score -483485.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -483532.218750 Penalty: 2698.317139
	Iteration 15Q: 3 clusters Score -483532.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -483571.093750 Penalty: 2698.317139
	Iteration 16Q: 3 clusters Score -483571.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -483611.125000 Penalty: 2698.317139
	Iteration 17Q: 3 clusters Score -483611.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -483635.218750 Penalty: 2698.317139
	Iteration 18Q: 3 clusters Score -483635.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -483653.843750 Penalty: 2698.317139
	Iteration 19Q: 3 clusters Score -483653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -483667.093750 Penalty: 2698.317139
	Iteration 20F: 3 clusters Score -483667.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -483677.406250 Penalty: 2698.317139
	Iteration 21Q: 3 clusters Score -483677.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -483687.437500 Penalty: 2698.317139
	Iteration 22Q: 3 clusters Score -483687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -483693.843750 Penalty: 2698.317139
	Iteration 23Q: 3 clusters Score -483693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -483694.250000 Penalty: 2698.317139
	Iteration 24Q: 3 clusters Score -483694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -483696.281250 Penalty: 2698.317139
	Iteration 25Q: 3 clusters Score -483696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -483695.812500 Penalty: 2698.317139
	Iteration 26Q: 3 clusters Score -483695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -483697.062500 Penalty: 2698.317139
	Iteration 27Q: 3 clusters Score -483697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -483698.468750 Penalty: 2698.317139
	Iteration 28Q: 3 clusters Score -483698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -483699.062500 Penalty: 2698.317139
	Iteration 29Q: 3 clusters Score -483699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -483700.937500 Penalty: 2698.317139
	Iteration 30Q: 3 clusters Score -483700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -483700.968750 Penalty: 2698.317139
	Iteration 31Q: 3 clusters Score -483701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -483700.968750 Penalty: 2698.317139
	Iteration 32F: 3 clusters Score -483701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -157080.062500 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -157080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155424.171875 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -155424.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155949.140625 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -155949.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156202.281250 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -156202.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156365.406250 Penalty: 2360.354248
	Iteration 3F: 3 clusters Score -156365.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156439.890625 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -156439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -156490.750000 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -156490.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -156519.296875 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -156519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -156540.843750 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -156540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156549.125000 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -156549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156551.578125 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -156551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156552.296875 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -156552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156552.453125 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -156552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156552.875000 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -156552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156553.062500 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -156553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -156553.921875 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -156553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -156553.921875 Penalty: 2360.354248
	Iteration 15F: 3 clusters Score -156553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -738935.500000 Penalty: 1408.358154
	Iteration 0F: 2 clusters Score -738935.5 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 2965 members 
Entering Unmasked Estep 
Score: -734543.500000 Penalty: 2816.716309
	Iteration 0F: 3 clusters Score -734543.5 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -736115.937500 Penalty: 2816.716309
	Iteration 1F: 3 clusters Score -736115.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -736476.000000 Penalty: 2816.716309
	Iteration 2F: 3 clusters Score -736476 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -736725.687500 Penalty: 2816.716309
	Iteration 3F: 3 clusters Score -736725.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -736904.625000 Penalty: 2816.716309
	Iteration 4F: 3 clusters Score -736904.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -737112.750000 Penalty: 2816.716309
	Iteration 5Q: 3 clusters Score -737112.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -737358.687500 Penalty: 2816.716309
	Iteration 6F: 3 clusters Score -737358.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -737588.750000 Penalty: 2816.716309
	Iteration 7F: 3 clusters Score -737588.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -737803.937500 Penalty: 2816.716309
	Iteration 8Q: 3 clusters Score -737803.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -738016.312500 Penalty: 2816.716309
	Iteration 9Q: 3 clusters Score -738016.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -738256.062500 Penalty: 2816.716309
	Iteration 10Q: 3 clusters Score -738256.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -738453.312500 Penalty: 2816.716309
	Iteration 11Q: 3 clusters Score -738453.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -738589.125000 Penalty: 2816.716309
	Iteration 12Q: 3 clusters Score -738589.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -738699.125000 Penalty: 2816.716309
	Iteration 13Q: 3 clusters Score -738699.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -738788.812500 Penalty: 2816.716309
	Iteration 14Q: 3 clusters Score -738788.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -738861.562500 Penalty: 2816.716309
	Iteration 15Q: 3 clusters Score -738861.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -738911.000000 Penalty: 2816.716309
	Iteration 16Q: 3 clusters Score -738911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -738948.250000 Penalty: 2816.716309
	Iteration 17Q: 3 clusters Score -738948.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -738969.250000 Penalty: 2816.716309
	Iteration 18Q: 3 clusters Score -738969.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -738980.562500 Penalty: 2816.716309
	Iteration 19Q: 3 clusters Score -738980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -738988.812500 Penalty: 2816.716309
	Iteration 20F: 3 clusters Score -738988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -738988.500000 Penalty: 2816.716309
	Iteration 21Q: 3 clusters Score -738988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -738988.562500 Penalty: 2816.716309
	Iteration 22Q: 3 clusters Score -738988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -738989.812500 Penalty: 2816.716309
	Iteration 23Q: 3 clusters Score -738989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -738989.500000 Penalty: 2816.716309
	Iteration 24Q: 3 clusters Score -738989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -738989.562500 Penalty: 2816.716309
	Iteration 25Q: 3 clusters Score -738989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -738989.562500 Penalty: 2816.716309
	Iteration 26F: 3 clusters Score -738989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 18384 members 
Mstep: Class 4 contains 72623 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 79201 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 15164 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 82877 members 
Mstep: Class 18 contains 73927 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 80310 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 4030 members 
Mstep: Class 30 contains 18412 members 
Mstep: Class 31 contains 48820 members 
Mstep: Class 32 contains 21805 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 105882 members 
Mstep: Class 36 contains 80184 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 591 members 
Entering Unmasked Estep 
Score: -127772256.000000 Penalty: 85314.296875
Splitting cluster 21 changes total score from -127772840.000000 to -127772256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -798652.125000 Penalty: 1423.573608
	Iteration 0F: 2 clusters Score -798652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -793752.187500 Penalty: 2847.147217
	Iteration 0F: 3 clusters Score -793752.2 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -795196.937500 Penalty: 2847.147217
	Iteration 1F: 3 clusters Score -795196.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -795387.000000 Penalty: 2847.147217
	Iteration 2F: 3 clusters Score -795387 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -795498.562500 Penalty: 2847.147217
	Iteration 3Q: 3 clusters Score -795498.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -795583.000000 Penalty: 2847.147217
	Iteration 4Q: 3 clusters Score -795583 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -795665.500000 Penalty: 2847.147217
	Iteration 5Q: 3 clusters Score -795665.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -795739.812500 Penalty: 2847.147217
	Iteration 6Q: 3 clusters Score -795739.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -795816.000000 Penalty: 2847.147217
	Iteration 7Q: 3 clusters Score -795816 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -795913.250000 Penalty: 2847.147217
	Iteration 8Q: 3 clusters Score -795913.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -796050.687500 Penalty: 2847.147217
	Iteration 9Q: 3 clusters Score -796050.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -796210.562500 Penalty: 2847.147217
	Iteration 10Q: 3 clusters Score -796210.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -796403.062500 Penalty: 2847.147217
	Iteration 11Q: 3 clusters Score -796403.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -796655.187500 Penalty: 2847.147217
	Iteration 12Q: 3 clusters Score -796655.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -796962.812500 Penalty: 2847.147217
	Iteration 13F: 3 clusters Score -796962.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -797306.562500 Penalty: 2847.147217
	Iteration 14F: 3 clusters Score -797306.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -797640.250000 Penalty: 2847.147217
	Iteration 15Q: 3 clusters Score -797640.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -797901.812500 Penalty: 2847.147217
	Iteration 16Q: 3 clusters Score -797901.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -798048.375000 Penalty: 2847.147217
	Iteration 17Q: 3 clusters Score -798048.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -798145.937500 Penalty: 2847.147217
	Iteration 18Q: 3 clusters Score -798145.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -798241.625000 Penalty: 2847.147217
	Iteration 19Q: 3 clusters Score -798241.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -798321.937500 Penalty: 2847.147217
	Iteration 20F: 3 clusters Score -798321.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -798383.375000 Penalty: 2847.147217
	Iteration 21Q: 3 clusters Score -798383.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -798404.875000 Penalty: 2847.147217
	Iteration 22Q: 3 clusters Score -798404.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -798413.812500 Penalty: 2847.147217
	Iteration 23Q: 3 clusters Score -798413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -798416.875000 Penalty: 2847.147217
	Iteration 24Q: 3 clusters Score -798416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -798418.125000 Penalty: 2847.147217
	Iteration 25Q: 3 clusters Score -798418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -798421.062500 Penalty: 2847.147217
	Iteration 26Q: 3 clusters Score -798421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -798423.750000 Penalty: 2847.147217
	Iteration 27Q: 3 clusters Score -798423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -798427.250000 Penalty: 2847.147217
	Iteration 28Q: 3 clusters Score -798427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -798425.750000 Penalty: 2847.147217
	Iteration 29Q: 3 clusters Score -798425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -798425.812500 Penalty: 2847.147217
	Iteration 30Q: 3 clusters Score -798425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -798425.812500 Penalty: 2847.147217
	Iteration 31F: 3 clusters Score -798425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Entering Unmasked Estep 
Score: -10637155.000000 Penalty: 1835.218018
	Iteration 0F: 2 clusters Score -1.063716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -10586840.000000 Penalty: 3670.436035
	Iteration 0F: 3 clusters Score -1.058684e+07 nChanged 38184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -10608951.000000 Penalty: 3670.436035
	Iteration 1F: 3 clusters Score -1.060895e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -10609544.000000 Penalty: 3670.436035
	Iteration 2Q: 3 clusters Score -1.060954e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -10610161.000000 Penalty: 3670.436035
	Iteration 3Q: 3 clusters Score -1.061016e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -10611095.000000 Penalty: 3670.436035
	Iteration 4Q: 3 clusters Score -1.06111e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -10612336.000000 Penalty: 3670.436035
	Iteration 5Q: 3 clusters Score -1.061234e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -10614149.000000 Penalty: 3670.436035
	Iteration 6Q: 3 clusters Score -1.061415e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -10616609.000000 Penalty: 3670.436035
	Iteration 7F: 3 clusters Score -1.061661e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -10620287.000000 Penalty: 3670.436035
	Iteration 8F: 3 clusters Score -1.062029e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -10624387.000000 Penalty: 3670.436035
	Iteration 9F: 3 clusters Score -1.062439e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -10627599.000000 Penalty: 3670.436035
	Iteration 10F: 3 clusters Score -1.06276e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -10629497.000000 Penalty: 3670.436035
	Iteration 11Q: 3 clusters Score -1.06295e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -10630611.000000 Penalty: 3670.436035
	Iteration 12Q: 3 clusters Score -1.063061e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -10631306.000000 Penalty: 3670.436035
	Iteration 13Q: 3 clusters Score -1.063131e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -10631889.000000 Penalty: 3670.436035
	Iteration 14Q: 3 clusters Score -1.063189e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -10632425.000000 Penalty: 3670.436035
	Iteration 15Q: 3 clusters Score -1.063242e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10632875.000000 Penalty: 3670.436035
	Iteration 16Q: 3 clusters Score -1.063288e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -10633328.000000 Penalty: 3670.436035
	Iteration 17Q: 3 clusters Score -1.063333e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -10633729.000000 Penalty: 3670.436035
	Iteration 18Q: 3 clusters Score -1.063373e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -10634086.000000 Penalty: 3670.436035
	Iteration 19Q: 3 clusters Score -1.063409e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10634445.000000 Penalty: 3670.436035
	Iteration 20F: 3 clusters Score -1.063444e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -10634764.000000 Penalty: 3670.436035
	Iteration 21Q: 3 clusters Score -1.063476e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -10635008.000000 Penalty: 3670.436035
	Iteration 22Q: 3 clusters Score -1.063501e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -10635204.000000 Penalty: 3670.436035
	Iteration 23Q: 3 clusters Score -1.06352e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -10635305.000000 Penalty: 3670.436035
	Iteration 24Q: 3 clusters Score -1.06353e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -10635402.000000 Penalty: 3670.436035
	Iteration 25Q: 3 clusters Score -1.06354e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -10635450.000000 Penalty: 3670.436035
	Iteration 26Q: 3 clusters Score -1.063545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -10635512.000000 Penalty: 3670.436035
	Iteration 27Q: 3 clusters Score -1.063551e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -10635553.000000 Penalty: 3670.436035
	Iteration 28Q: 3 clusters Score -1.063555e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -10635583.000000 Penalty: 3670.436035
	Iteration 29Q: 3 clusters Score -1.063558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -10635610.000000 Penalty: 3670.436035
	Iteration 30Q: 3 clusters Score -1.063561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -10635637.000000 Penalty: 3670.436035
	Iteration 31Q: 3 clusters Score -1.063564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -10635635.000000 Penalty: 3670.436035
	Iteration 32Q: 3 clusters Score -1.063564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -10635643.000000 Penalty: 3670.436035
	Iteration 33Q: 3 clusters Score -1.063564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -10635646.000000 Penalty: 3670.436035
	Iteration 34Q: 3 clusters Score -1.063565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -10635643.000000 Penalty: 3670.436035
	Iteration 35Q: 3 clusters Score -1.063564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -10635645.000000 Penalty: 3670.436035
	Iteration 36Q: 3 clusters Score -1.063564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -10635657.000000 Penalty: 3670.436035
	Iteration 37Q: 3 clusters Score -1.063566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -10635660.000000 Penalty: 3670.436035
	Iteration 38Q: 3 clusters Score -1.063566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -10635649.000000 Penalty: 3670.436035
	Iteration 39Q: 3 clusters Score -1.063565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -10635655.000000 Penalty: 3670.436035
	Iteration 40F: 3 clusters Score -1.063566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -10635647.000000 Penalty: 3670.436035
	Iteration 41Q: 3 clusters Score -1.063565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -10635647.000000 Penalty: 3670.436035
	Iteration 42F: 3 clusters Score -1.063565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6896.657715 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6896.658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6980.484375 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -6980.484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7009.977051 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -7009.977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7015.538574 Penalty: 1493.413940
	Iteration 3Q: 3 clusters Score -7015.539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7019.362305 Penalty: 1493.413940
	Iteration 4Q: 3 clusters Score -7019.362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7019.362305 Penalty: 1493.413940
	Iteration 5F: 3 clusters Score -7019.362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -339415.250000 Penalty: 1284.274414
	Iteration 0F: 2 clusters Score -339415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -336900.250000 Penalty: 2568.548828
	Iteration 0F: 3 clusters Score -336900.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -337548.000000 Penalty: 2568.548828
	Iteration 1F: 3 clusters Score -337548 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -337731.968750 Penalty: 2568.548828
	Iteration 2F: 3 clusters Score -337732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337882.968750 Penalty: 2568.548828
	Iteration 3F: 3 clusters Score -337883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -338012.562500 Penalty: 2568.548828
	Iteration 4Q: 3 clusters Score -338012.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -338159.468750 Penalty: 2568.548828
	Iteration 5Q: 3 clusters Score -338159.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -338308.531250 Penalty: 2568.548828
	Iteration 6Q: 3 clusters Score -338308.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -338411.437500 Penalty: 2568.548828
	Iteration 7Q: 3 clusters Score -338411.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -338487.781250 Penalty: 2568.548828
	Iteration 8Q: 3 clusters Score -338487.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -338541.437500 Penalty: 2568.548828
	Iteration 9Q: 3 clusters Score -338541.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338569.531250 Penalty: 2568.548828
	Iteration 10Q: 3 clusters Score -338569.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -338586.875000 Penalty: 2568.548828
	Iteration 11Q: 3 clusters Score -338586.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -338601.125000 Penalty: 2568.548828
	Iteration 12Q: 3 clusters Score -338601.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -338616.281250 Penalty: 2568.548828
	Iteration 13Q: 3 clusters Score -338616.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -338622.656250 Penalty: 2568.548828
	Iteration 14Q: 3 clusters Score -338622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -338627.531250 Penalty: 2568.548828
	Iteration 15Q: 3 clusters Score -338627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -338635.218750 Penalty: 2568.548828
	Iteration 16Q: 3 clusters Score -338635.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -338645.468750 Penalty: 2568.548828
	Iteration 17Q: 3 clusters Score -338645.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -338654.718750 Penalty: 2568.548828
	Iteration 18Q: 3 clusters Score -338654.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -338661.343750 Penalty: 2568.548828
	Iteration 19Q: 3 clusters Score -338661.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -338670.750000 Penalty: 2568.548828
	Iteration 20F: 3 clusters Score -338670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -338685.031250 Penalty: 2568.548828
	Iteration 21Q: 3 clusters Score -338685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -338706.593750 Penalty: 2568.548828
	Iteration 22Q: 3 clusters Score -338706.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -338744.031250 Penalty: 2568.548828
	Iteration 23Q: 3 clusters Score -338744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -338796.718750 Penalty: 2568.548828
	Iteration 24Q: 3 clusters Score -338796.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -338844.031250 Penalty: 2568.548828
	Iteration 25Q: 3 clusters Score -338844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -338889.781250 Penalty: 2568.548828
	Iteration 26Q: 3 clusters Score -338889.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -338920.437500 Penalty: 2568.548828
	Iteration 27Q: 3 clusters Score -338920.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338936.406250 Penalty: 2568.548828
	Iteration 28Q: 3 clusters Score -338936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -338942.218750 Penalty: 2568.548828
	Iteration 29Q: 3 clusters Score -338942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -338944.531250 Penalty: 2568.548828
	Iteration 30Q: 3 clusters Score -338944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -338945.906250 Penalty: 2568.548828
	Iteration 31Q: 3 clusters Score -338945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -338948.625000 Penalty: 2568.548828
	Iteration 32Q: 3 clusters Score -338948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -338948.093750 Penalty: 2568.548828
	Iteration 33Q: 3 clusters Score -338948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -338950.281250 Penalty: 2568.548828
	Iteration 34Q: 3 clusters Score -338950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -338950.281250 Penalty: 2568.548828
	Iteration 35F: 3 clusters Score -338950.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Entering Unmasked Estep 
Score: -2157279.750000 Penalty: 1581.996826
	Iteration 0F: 2 clusters Score -2157280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2145633.000000 Penalty: 3163.993652
	Iteration 0F: 3 clusters Score -2145633 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2149834.500000 Penalty: 3163.993652
	Iteration 1F: 3 clusters Score -2149834 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2150149.500000 Penalty: 3163.993652
	Iteration 2F: 3 clusters Score -2150150 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2150452.250000 Penalty: 3163.993652
	Iteration 3Q: 3 clusters Score -2150452 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2150800.250000 Penalty: 3163.993652
	Iteration 4Q: 3 clusters Score -2150800 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2151238.500000 Penalty: 3163.993652
	Iteration 5Q: 3 clusters Score -2151238 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2151776.250000 Penalty: 3163.993652
	Iteration 6F: 3 clusters Score -2151776 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2152384.250000 Penalty: 3163.993652
	Iteration 7F: 3 clusters Score -2152384 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2153064.250000 Penalty: 3163.993652
	Iteration 8F: 3 clusters Score -2153064 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2153658.500000 Penalty: 3163.993652
	Iteration 9Q: 3 clusters Score -2153658 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2154175.250000 Penalty: 3163.993652
	Iteration 10Q: 3 clusters Score -2154175 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2154568.000000 Penalty: 3163.993652
	Iteration 11Q: 3 clusters Score -2154568 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2154850.500000 Penalty: 3163.993652
	Iteration 12Q: 3 clusters Score -2154850 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2155092.750000 Penalty: 3163.993652
	Iteration 13Q: 3 clusters Score -2155093 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2155259.750000 Penalty: 3163.993652
	Iteration 14Q: 3 clusters Score -2155260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2155387.750000 Penalty: 3163.993652
	Iteration 15Q: 3 clusters Score -2155388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2155488.000000 Penalty: 3163.993652
	Iteration 16Q: 3 clusters Score -2155488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2155558.750000 Penalty: 3163.993652
	Iteration 17Q: 3 clusters Score -2155559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2155624.250000 Penalty: 3163.993652
	Iteration 18Q: 3 clusters Score -2155624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2155675.000000 Penalty: 3163.993652
	Iteration 19Q: 3 clusters Score -2155675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2155715.750000 Penalty: 3163.993652
	Iteration 20F: 3 clusters Score -2155716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2155759.250000 Penalty: 3163.993652
	Iteration 21Q: 3 clusters Score -2155759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2155794.000000 Penalty: 3163.993652
	Iteration 22Q: 3 clusters Score -2155794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2155829.000000 Penalty: 3163.993652
	Iteration 23Q: 3 clusters Score -2155829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2155849.750000 Penalty: 3163.993652
	Iteration 24Q: 3 clusters Score -2155850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2155867.500000 Penalty: 3163.993652
	Iteration 25Q: 3 clusters Score -2155868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2155882.750000 Penalty: 3163.993652
	Iteration 26Q: 3 clusters Score -2155883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2155892.000000 Penalty: 3163.993652
	Iteration 27Q: 3 clusters Score -2155892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2155900.750000 Penalty: 3163.993652
	Iteration 28Q: 3 clusters Score -2155901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2155905.750000 Penalty: 3163.993652
	Iteration 29Q: 3 clusters Score -2155906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2155906.500000 Penalty: 3163.993652
	Iteration 30Q: 3 clusters Score -2155906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2155912.750000 Penalty: 3163.993652
	Iteration 31Q: 3 clusters Score -2155913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2155917.000000 Penalty: 3163.993652
	Iteration 32Q: 3 clusters Score -2155917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2155917.250000 Penalty: 3163.993652
	Iteration 33Q: 3 clusters Score -2155917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2155917.250000 Penalty: 3163.993652
	Iteration 34F: 3 clusters Score -2155917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -37896.089844 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -37896.09 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 169 members 
Entering Unmasked Estep 
Score: -37014.203125 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -37014.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37164.519531 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -37164.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37204.425781 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -37204.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37214.976562 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -37214.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37223.152344 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -37223.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37226.949219 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -37226.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37228.984375 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -37228.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37229.507812 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -37229.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37230.039062 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -37230.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37230.039062 Penalty: 1912.079712
	Iteration 9F: 3 clusters Score -37230.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Entering Unmasked Estep 
Score: -2374584.000000 Penalty: 1595.855469
	Iteration 0F: 2 clusters Score -2374584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2362042.250000 Penalty: 3191.710938
	Iteration 0F: 3 clusters Score -2362042 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2366434.250000 Penalty: 3191.710938
	Iteration 1F: 3 clusters Score -2366434 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2366830.500000 Penalty: 3191.710938
	Iteration 2F: 3 clusters Score -2366830 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2367244.000000 Penalty: 3191.710938
	Iteration 3Q: 3 clusters Score -2367244 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2367803.750000 Penalty: 3191.710938
	Iteration 4F: 3 clusters Score -2367804 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2368559.500000 Penalty: 3191.710938
	Iteration 5F: 3 clusters Score -2368560 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2369518.000000 Penalty: 3191.710938
	Iteration 6F: 3 clusters Score -2369518 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2370656.000000 Penalty: 3191.710938
	Iteration 7F: 3 clusters Score -2370656 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2371682.250000 Penalty: 3191.710938
	Iteration 8F: 3 clusters Score -2371682 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2372363.500000 Penalty: 3191.710938
	Iteration 9Q: 3 clusters Score -2372364 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2372755.500000 Penalty: 3191.710938
	Iteration 10Q: 3 clusters Score -2372756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2372942.500000 Penalty: 3191.710938
	Iteration 11Q: 3 clusters Score -2372942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2373055.250000 Penalty: 3191.710938
	Iteration 12Q: 3 clusters Score -2373055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2373110.250000 Penalty: 3191.710938
	Iteration 13Q: 3 clusters Score -2373110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2373141.000000 Penalty: 3191.710938
	Iteration 14Q: 3 clusters Score -2373141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2373169.000000 Penalty: 3191.710938
	Iteration 15Q: 3 clusters Score -2373169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2373182.500000 Penalty: 3191.710938
	Iteration 16Q: 3 clusters Score -2373182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2373188.750000 Penalty: 3191.710938
	Iteration 17Q: 3 clusters Score -2373189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2373189.750000 Penalty: 3191.710938
	Iteration 18Q: 3 clusters Score -2373190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2373192.250000 Penalty: 3191.710938
	Iteration 19Q: 3 clusters Score -2373192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2373194.000000 Penalty: 3191.710938
	Iteration 20F: 3 clusters Score -2373194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2373195.000000 Penalty: 3191.710938
	Iteration 21Q: 3 clusters Score -2373195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2373196.000000 Penalty: 3191.710938
	Iteration 22Q: 3 clusters Score -2373196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2373196.000000 Penalty: 3191.710938
	Iteration 23F: 3 clusters Score -2373196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -512289.000000 Penalty: 1348.997192
	Iteration 0F: 2 clusters Score -512289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -508937.875000 Penalty: 2697.994385
	Iteration 0F: 3 clusters Score -508937.9 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -509832.843750 Penalty: 2697.994385
	Iteration 1F: 3 clusters Score -509832.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -509996.812500 Penalty: 2697.994385
	Iteration 2F: 3 clusters Score -509996.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -510113.843750 Penalty: 2697.994385
	Iteration 3F: 3 clusters Score -510113.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -510212.843750 Penalty: 2697.994385
	Iteration 4Q: 3 clusters Score -510212.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -510300.093750 Penalty: 2697.994385
	Iteration 5Q: 3 clusters Score -510300.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -510370.718750 Penalty: 2697.994385
	Iteration 6Q: 3 clusters Score -510370.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -510435.187500 Penalty: 2697.994385
	Iteration 7Q: 3 clusters Score -510435.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -510490.968750 Penalty: 2697.994385
	Iteration 8Q: 3 clusters Score -510491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -510538.093750 Penalty: 2697.994385
	Iteration 9Q: 3 clusters Score -510538.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -510578.875000 Penalty: 2697.994385
	Iteration 10Q: 3 clusters Score -510578.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -510618.875000 Penalty: 2697.994385
	Iteration 11Q: 3 clusters Score -510618.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -510653.156250 Penalty: 2697.994385
	Iteration 12Q: 3 clusters Score -510653.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -510689.125000 Penalty: 2697.994385
	Iteration 13Q: 3 clusters Score -510689.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -510731.437500 Penalty: 2697.994385
	Iteration 14Q: 3 clusters Score -510731.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -510775.093750 Penalty: 2697.994385
	Iteration 15Q: 3 clusters Score -510775.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -510820.437500 Penalty: 2697.994385
	Iteration 16Q: 3 clusters Score -510820.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -510847.343750 Penalty: 2697.994385
	Iteration 17Q: 3 clusters Score -510847.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -510868.343750 Penalty: 2697.994385
	Iteration 18Q: 3 clusters Score -510868.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -510892.718750 Penalty: 2697.994385
	Iteration 19Q: 3 clusters Score -510892.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -510909.468750 Penalty: 2697.994385
	Iteration 20F: 3 clusters Score -510909.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -510923.687500 Penalty: 2697.994385
	Iteration 21Q: 3 clusters Score -510923.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -510949.687500 Penalty: 2697.994385
	Iteration 22Q: 3 clusters Score -510949.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -510969.562500 Penalty: 2697.994385
	Iteration 23Q: 3 clusters Score -510969.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -510986.750000 Penalty: 2697.994385
	Iteration 24Q: 3 clusters Score -510986.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -511000.781250 Penalty: 2697.994385
	Iteration 25Q: 3 clusters Score -511000.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -511012.343750 Penalty: 2697.994385
	Iteration 26Q: 3 clusters Score -511012.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -511026.843750 Penalty: 2697.994385
	Iteration 27Q: 3 clusters Score -511026.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -511039.406250 Penalty: 2697.994385
	Iteration 28Q: 3 clusters Score -511039.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -511047.250000 Penalty: 2697.994385
	Iteration 29Q: 3 clusters Score -511047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -511055.968750 Penalty: 2697.994385
	Iteration 30Q: 3 clusters Score -511056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -511059.343750 Penalty: 2697.994385
	Iteration 31Q: 3 clusters Score -511059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -511063.781250 Penalty: 2697.994385
	Iteration 32Q: 3 clusters Score -511063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -511065.125000 Penalty: 2697.994385
	Iteration 33Q: 3 clusters Score -511065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -511065.093750 Penalty: 2697.994385
	Iteration 34Q: 3 clusters Score -511065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -511066.625000 Penalty: 2697.994385
	Iteration 35Q: 3 clusters Score -511066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -511067.656250 Penalty: 2697.994385
	Iteration 36Q: 3 clusters Score -511067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -511070.218750 Penalty: 2697.994385
	Iteration 37Q: 3 clusters Score -511070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -511071.625000 Penalty: 2697.994385
	Iteration 38Q: 3 clusters Score -511071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -511072.656250 Penalty: 2697.994385
	Iteration 39Q: 3 clusters Score -511072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -511073.281250 Penalty: 2697.994385
	Iteration 40F: 3 clusters Score -511073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -511073.750000 Penalty: 2697.994385
	Iteration 41Q: 3 clusters Score -511073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -511073.843750 Penalty: 2697.994385
	Iteration 42Q: 3 clusters Score -511073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -511073.718750 Penalty: 2697.994385
	Iteration 43Q: 3 clusters Score -511073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -511075.125000 Penalty: 2697.994385
	Iteration 44Q: 3 clusters Score -511075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -511076.812500 Penalty: 2697.994385
	Iteration 45Q: 3 clusters Score -511076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -511077.531250 Penalty: 2697.994385
	Iteration 46Q: 3 clusters Score -511077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -511079.312500 Penalty: 2697.994385
	Iteration 47Q: 3 clusters Score -511079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -511080.875000 Penalty: 2697.994385
	Iteration 48Q: 3 clusters Score -511080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -511082.062500 Penalty: 2697.994385
	Iteration 49Q: 3 clusters Score -511082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -511081.812500 Penalty: 2697.994385
	Iteration 50Q: 3 clusters Score -511081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -511084.468750 Penalty: 2697.994385
	Iteration 51Q: 3 clusters Score -511084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -511085.000000 Penalty: 2697.994385
	Iteration 52Q: 3 clusters Score -511085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -511085.156250 Penalty: 2697.994385
	Iteration 53Q: 3 clusters Score -511085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -511084.968750 Penalty: 2697.994385
	Iteration 54Q: 3 clusters Score -511085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -511086.718750 Penalty: 2697.994385
	Iteration 55Q: 3 clusters Score -511086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -511086.718750 Penalty: 2697.994385
	Iteration 56F: 3 clusters Score -511086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Entering Unmasked Estep 
Score: -2292183.750000 Penalty: 1595.873169
	Iteration 0F: 2 clusters Score -2292184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2279679.250000 Penalty: 3191.746338
	Iteration 0F: 3 clusters Score -2279679 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2284051.250000 Penalty: 3191.746338
	Iteration 1F: 3 clusters Score -2284051 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2284313.250000 Penalty: 3191.746338
	Iteration 2Q: 3 clusters Score -2284313 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2284498.250000 Penalty: 3191.746338
	Iteration 3Q: 3 clusters Score -2284498 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2284650.500000 Penalty: 3191.746338
	Iteration 4Q: 3 clusters Score -2284650 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2284797.250000 Penalty: 3191.746338
	Iteration 5Q: 3 clusters Score -2284797 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2284944.250000 Penalty: 3191.746338
	Iteration 6Q: 3 clusters Score -2284944 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2285113.250000 Penalty: 3191.746338
	Iteration 7Q: 3 clusters Score -2285113 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2285316.500000 Penalty: 3191.746338
	Iteration 8Q: 3 clusters Score -2285316 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2285571.000000 Penalty: 3191.746338
	Iteration 9Q: 3 clusters Score -2285571 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2285925.500000 Penalty: 3191.746338
	Iteration 10Q: 3 clusters Score -2285926 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2286448.500000 Penalty: 3191.746338
	Iteration 11Q: 3 clusters Score -2286448 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2287206.250000 Penalty: 3191.746338
	Iteration 12F: 3 clusters Score -2287206 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2288151.750000 Penalty: 3191.746338
	Iteration 13F: 3 clusters Score -2288152 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2289118.250000 Penalty: 3191.746338
	Iteration 14F: 3 clusters Score -2289118 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2289839.250000 Penalty: 3191.746338
	Iteration 15Q: 3 clusters Score -2289839 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2290292.000000 Penalty: 3191.746338
	Iteration 16Q: 3 clusters Score -2290292 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2290525.750000 Penalty: 3191.746338
	Iteration 17Q: 3 clusters Score -2290526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2290674.750000 Penalty: 3191.746338
	Iteration 18Q: 3 clusters Score -2290675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2290732.750000 Penalty: 3191.746338
	Iteration 19Q: 3 clusters Score -2290733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2290760.500000 Penalty: 3191.746338
	Iteration 20F: 3 clusters Score -2290760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2290779.500000 Penalty: 3191.746338
	Iteration 21Q: 3 clusters Score -2290780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2290786.250000 Penalty: 3191.746338
	Iteration 22Q: 3 clusters Score -2290786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2290798.250000 Penalty: 3191.746338
	Iteration 23Q: 3 clusters Score -2290798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2290815.750000 Penalty: 3191.746338
	Iteration 24Q: 3 clusters Score -2290816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2290825.000000 Penalty: 3191.746338
	Iteration 25Q: 3 clusters Score -2290825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2290832.000000 Penalty: 3191.746338
	Iteration 26Q: 3 clusters Score -2290832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2290834.250000 Penalty: 3191.746338
	Iteration 27Q: 3 clusters Score -2290834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2290837.500000 Penalty: 3191.746338
	Iteration 28Q: 3 clusters Score -2290838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2290839.750000 Penalty: 3191.746338
	Iteration 29Q: 3 clusters Score -2290840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2290839.750000 Penalty: 3191.746338
	Iteration 30F: 3 clusters Score -2290840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (48820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Entering Unmasked Estep 
Score: -6457836.000000 Penalty: 1754.333008
	Iteration 0F: 2 clusters Score -6457836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6425210.500000 Penalty: 3508.666016
	Iteration 0F: 3 clusters Score -6425210 nChanged 22916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6437915.000000 Penalty: 3508.666016
	Iteration 1F: 3 clusters Score -6437915 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -6438388.500000 Penalty: 3508.666016
	Iteration 2Q: 3 clusters Score -6438388 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6438946.500000 Penalty: 3508.666016
	Iteration 3Q: 3 clusters Score -6438946 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -6439575.000000 Penalty: 3508.666016
	Iteration 4Q: 3 clusters Score -6439575 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -6440472.500000 Penalty: 3508.666016
	Iteration 5Q: 3 clusters Score -6440472 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -6441542.000000 Penalty: 3508.666016
	Iteration 6Q: 3 clusters Score -6441542 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6442738.500000 Penalty: 3508.666016
	Iteration 7F: 3 clusters Score -6442738 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -6444235.000000 Penalty: 3508.666016
	Iteration 8F: 3 clusters Score -6444235 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -6445778.500000 Penalty: 3508.666016
	Iteration 9F: 3 clusters Score -6445778 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -6447404.500000 Penalty: 3508.666016
	Iteration 10Q: 3 clusters Score -6447404 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -6448809.500000 Penalty: 3508.666016
	Iteration 11Q: 3 clusters Score -6448810 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6449739.000000 Penalty: 3508.666016
	Iteration 12Q: 3 clusters Score -6449739 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -6450278.500000 Penalty: 3508.666016
	Iteration 13Q: 3 clusters Score -6450278 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -6450610.500000 Penalty: 3508.666016
	Iteration 14Q: 3 clusters Score -6450610 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -6450906.000000 Penalty: 3508.666016
	Iteration 15Q: 3 clusters Score -6450906 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -6451155.000000 Penalty: 3508.666016
	Iteration 16Q: 3 clusters Score -6451155 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -6451416.500000 Penalty: 3508.666016
	Iteration 17Q: 3 clusters Score -6451416 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -6451735.000000 Penalty: 3508.666016
	Iteration 18Q: 3 clusters Score -6451735 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -6452040.500000 Penalty: 3508.666016
	Iteration 19Q: 3 clusters Score -6452040 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -6452314.500000 Penalty: 3508.666016
	Iteration 20F: 3 clusters Score -6452314 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -6452664.500000 Penalty: 3508.666016
	Iteration 21Q: 3 clusters Score -6452664 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -6453023.500000 Penalty: 3508.666016
	Iteration 22Q: 3 clusters Score -6453024 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -6453409.000000 Penalty: 3508.666016
	Iteration 23Q: 3 clusters Score -6453409 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -6453828.500000 Penalty: 3508.666016
	Iteration 24Q: 3 clusters Score -6453828 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -6454204.000000 Penalty: 3508.666016
	Iteration 25Q: 3 clusters Score -6454204 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -6454591.500000 Penalty: 3508.666016
	Iteration 26Q: 3 clusters Score -6454592 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -6454967.000000 Penalty: 3508.666016
	Iteration 27Q: 3 clusters Score -6454967 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -6455246.000000 Penalty: 3508.666016
	Iteration 28Q: 3 clusters Score -6455246 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6455538.500000 Penalty: 3508.666016
	Iteration 29Q: 3 clusters Score -6455538 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -6455759.000000 Penalty: 3508.666016
	Iteration 30Q: 3 clusters Score -6455759 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6455888.000000 Penalty: 3508.666016
	Iteration 31Q: 3 clusters Score -6455888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6456022.500000 Penalty: 3508.666016
	Iteration 32Q: 3 clusters Score -6456022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6456130.000000 Penalty: 3508.666016
	Iteration 33Q: 3 clusters Score -6456130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6456217.000000 Penalty: 3508.666016
	Iteration 34Q: 3 clusters Score -6456217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -6456273.500000 Penalty: 3508.666016
	Iteration 35Q: 3 clusters Score -6456274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6456301.000000 Penalty: 3508.666016
	Iteration 36Q: 3 clusters Score -6456301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -6456320.500000 Penalty: 3508.666016
	Iteration 37Q: 3 clusters Score -6456320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6456335.500000 Penalty: 3508.666016
	Iteration 38Q: 3 clusters Score -6456336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6456353.500000 Penalty: 3508.666016
	Iteration 39Q: 3 clusters Score -6456354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6456356.500000 Penalty: 3508.666016
	Iteration 40F: 3 clusters Score -6456356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -6456369.000000 Penalty: 3508.666016
	Iteration 41Q: 3 clusters Score -6456369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -6456376.500000 Penalty: 3508.666016
	Iteration 42Q: 3 clusters Score -6456376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -6456374.000000 Penalty: 3508.666016
	Iteration 43Q: 3 clusters Score -6456374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -6456380.000000 Penalty: 3508.666016
	Iteration 44Q: 3 clusters Score -6456380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6456378.500000 Penalty: 3508.666016
	Iteration 45Q: 3 clusters Score -6456378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -6456379.000000 Penalty: 3508.666016
	Iteration 46Q: 3 clusters Score -6456379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6456383.500000 Penalty: 3508.666016
	Iteration 47Q: 3 clusters Score -6456384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -6456387.000000 Penalty: 3508.666016
	Iteration 48Q: 3 clusters Score -6456387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -6456384.500000 Penalty: 3508.666016
	Iteration 49Q: 3 clusters Score -6456384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -6456390.500000 Penalty: 3508.666016
	Iteration 50Q: 3 clusters Score -6456390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -6456393.000000 Penalty: 3508.666016
	Iteration 51Q: 3 clusters Score -6456393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6456392.500000 Penalty: 3508.666016
	Iteration 52Q: 3 clusters Score -6456392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -6456391.000000 Penalty: 3508.666016
	Iteration 53Q: 3 clusters Score -6456391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6456389.000000 Penalty: 3508.666016
	Iteration 54Q: 3 clusters Score -6456389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6456389.000000 Penalty: 3508.666016
	Iteration 55F: 3 clusters Score -6456389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Entering Unmasked Estep 
Score: -2888034.000000 Penalty: 1623.357910
	Iteration 0F: 2 clusters Score -2888034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2873288.250000 Penalty: 3246.715820
	Iteration 0F: 3 clusters Score -2873288 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2878599.750000 Penalty: 3246.715820
	Iteration 1F: 3 clusters Score -2878600 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2878963.000000 Penalty: 3246.715820
	Iteration 2Q: 3 clusters Score -2878963 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2879375.250000 Penalty: 3246.715820
	Iteration 3Q: 3 clusters Score -2879375 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2879973.250000 Penalty: 3246.715820
	Iteration 4F: 3 clusters Score -2879973 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2880861.250000 Penalty: 3246.715820
	Iteration 5F: 3 clusters Score -2880861 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2882192.750000 Penalty: 3246.715820
	Iteration 6F: 3 clusters Score -2882193 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2883802.500000 Penalty: 3246.715820
	Iteration 7F: 3 clusters Score -2883802 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2885136.750000 Penalty: 3246.715820
	Iteration 8F: 3 clusters Score -2885137 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2885958.000000 Penalty: 3246.715820
	Iteration 9Q: 3 clusters Score -2885958 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2886329.500000 Penalty: 3246.715820
	Iteration 10Q: 3 clusters Score -2886330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2886445.500000 Penalty: 3246.715820
	Iteration 11Q: 3 clusters Score -2886446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2886507.250000 Penalty: 3246.715820
	Iteration 12Q: 3 clusters Score -2886507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2886537.000000 Penalty: 3246.715820
	Iteration 13Q: 3 clusters Score -2886537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2886547.750000 Penalty: 3246.715820
	Iteration 14Q: 3 clusters Score -2886548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2886569.250000 Penalty: 3246.715820
	Iteration 15Q: 3 clusters Score -2886569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2886582.000000 Penalty: 3246.715820
	Iteration 16Q: 3 clusters Score -2886582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2886585.500000 Penalty: 3246.715820
	Iteration 17Q: 3 clusters Score -2886586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2886589.000000 Penalty: 3246.715820
	Iteration 18Q: 3 clusters Score -2886589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2886588.250000 Penalty: 3246.715820
	Iteration 19Q: 3 clusters Score -2886588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2886594.250000 Penalty: 3246.715820
	Iteration 20F: 3 clusters Score -2886594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2886596.750000 Penalty: 3246.715820
	Iteration 21Q: 3 clusters Score -2886597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2886603.250000 Penalty: 3246.715820
	Iteration 22Q: 3 clusters Score -2886603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2886602.750000 Penalty: 3246.715820
	Iteration 23Q: 3 clusters Score -2886603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2886602.500000 Penalty: 3246.715820
	Iteration 24Q: 3 clusters Score -2886602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2886607.500000 Penalty: 3246.715820
	Iteration 25Q: 3 clusters Score -2886608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2886609.250000 Penalty: 3246.715820
	Iteration 26Q: 3 clusters Score -2886609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2886609.250000 Penalty: 3246.715820
	Iteration 27F: 3 clusters Score -2886609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -576118.250000 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -576118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -572545.062500 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -572545.1 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -573645.312500 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -573645.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -573939.250000 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -573939.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -574178.562500 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -574178.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -574372.187500 Penalty: 2724.095215
	Iteration 4F: 3 clusters Score -574372.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -574552.750000 Penalty: 2724.095215
	Iteration 5F: 3 clusters Score -574552.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -574767.312500 Penalty: 2724.095215
	Iteration 6F: 3 clusters Score -574767.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -574966.625000 Penalty: 2724.095215
	Iteration 7Q: 3 clusters Score -574966.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -575084.750000 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -575084.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -575152.750000 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -575152.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -575203.125000 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -575203.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -575251.750000 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -575251.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -575281.312500 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -575281.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -575287.500000 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -575287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -575291.625000 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -575291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -575294.062500 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -575294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -575297.187500 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -575297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -575299.000000 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -575299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -575298.625000 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -575298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -575298.625000 Penalty: 2724.095215
	Iteration 19F: 3 clusters Score -575298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -229772.359375 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -229772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -227826.921875 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -227826.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -228252.203125 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -228252.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228372.421875 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -228372.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -228431.421875 Penalty: 2440.711914
	Iteration 3Q: 3 clusters Score -228431.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228472.046875 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -228472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -228496.781250 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -228496.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228519.750000 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -228519.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -228551.468750 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -228551.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228590.515625 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -228590.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228611.437500 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -228611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -228631.046875 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -228631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228656.406250 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -228656.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -228679.656250 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -228679.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -228697.671875 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -228697.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228707.687500 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -228707.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -228715.531250 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -228715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228725.812500 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -228725.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -228743.125000 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -228743.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -228759.109375 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -228759.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -228775.125000 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -228775.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -228788.890625 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -228788.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228799.437500 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -228799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -228806.375000 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -228806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -228813.703125 Penalty: 2440.711914
	Iteration 23Q: 3 clusters Score -228813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -228820.281250 Penalty: 2440.711914
	Iteration 24Q: 3 clusters Score -228820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228826.140625 Penalty: 2440.711914
	Iteration 25Q: 3 clusters Score -228826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -228827.765625 Penalty: 2440.711914
	Iteration 26Q: 3 clusters Score -228827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -228830.671875 Penalty: 2440.711914
	Iteration 27Q: 3 clusters Score -228830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -228833.515625 Penalty: 2440.711914
	Iteration 28Q: 3 clusters Score -228833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -228838.062500 Penalty: 2440.711914
	Iteration 29Q: 3 clusters Score -228838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -228841.312500 Penalty: 2440.711914
	Iteration 30Q: 3 clusters Score -228841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228844.906250 Penalty: 2440.711914
	Iteration 31Q: 3 clusters Score -228844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -228846.703125 Penalty: 2440.711914
	Iteration 32Q: 3 clusters Score -228846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -228848.375000 Penalty: 2440.711914
	Iteration 33Q: 3 clusters Score -228848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -228851.703125 Penalty: 2440.711914
	Iteration 34Q: 3 clusters Score -228851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -228853.640625 Penalty: 2440.711914
	Iteration 35Q: 3 clusters Score -228853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -228856.203125 Penalty: 2440.711914
	Iteration 36Q: 3 clusters Score -228856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -228859.718750 Penalty: 2440.711914
	Iteration 37Q: 3 clusters Score -228859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -228861.140625 Penalty: 2440.711914
	Iteration 38Q: 3 clusters Score -228861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228863.109375 Penalty: 2440.711914
	Iteration 39Q: 3 clusters Score -228863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228865.578125 Penalty: 2440.711914
	Iteration 40F: 3 clusters Score -228865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228867.437500 Penalty: 2440.711914
	Iteration 41Q: 3 clusters Score -228867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -228869.765625 Penalty: 2440.711914
	Iteration 42Q: 3 clusters Score -228869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228873.562500 Penalty: 2440.711914
	Iteration 43Q: 3 clusters Score -228873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228875.843750 Penalty: 2440.711914
	Iteration 44Q: 3 clusters Score -228875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -228877.031250 Penalty: 2440.711914
	Iteration 45Q: 3 clusters Score -228877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -228879.156250 Penalty: 2440.711914
	Iteration 46Q: 3 clusters Score -228879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -228880.140625 Penalty: 2440.711914
	Iteration 47Q: 3 clusters Score -228880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -228880.953125 Penalty: 2440.711914
	Iteration 48Q: 3 clusters Score -228881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -228881.968750 Penalty: 2440.711914
	Iteration 49Q: 3 clusters Score -228882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -228883.484375 Penalty: 2440.711914
	Iteration 50Q: 3 clusters Score -228883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -228884.890625 Penalty: 2440.711914
	Iteration 51Q: 3 clusters Score -228884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -228886.093750 Penalty: 2440.711914
	Iteration 52Q: 3 clusters Score -228886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -228887.609375 Penalty: 2440.711914
	Iteration 53Q: 3 clusters Score -228887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -228887.609375 Penalty: 2440.711914
	Iteration 54F: 3 clusters Score -228887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (105882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Entering Unmasked Estep 
Score: -13946541.000000 Penalty: 1880.138184
	Iteration 0F: 2 clusters Score -1.394654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -13891022.000000 Penalty: 3760.276367
	Iteration 0F: 3 clusters Score -1.389102e+07 nChanged 50692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -13920450.000000 Penalty: 3760.276367
	Iteration 1F: 3 clusters Score -1.392045e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -13921568.000000 Penalty: 3760.276367
	Iteration 2Q: 3 clusters Score -1.392157e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -13923130.000000 Penalty: 3760.276367
	Iteration 3Q: 3 clusters Score -1.392313e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -13925341.000000 Penalty: 3760.276367
	Iteration 4Q: 3 clusters Score -1.392534e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -13928419.000000 Penalty: 3760.276367
	Iteration 5F: 3 clusters Score -1.392842e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -13932562.000000 Penalty: 3760.276367
	Iteration 6F: 3 clusters Score -1.393256e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -13937322.000000 Penalty: 3760.276367
	Iteration 7F: 3 clusters Score -1.393732e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -13941938.000000 Penalty: 3760.276367
	Iteration 8F: 3 clusters Score -1.394194e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -13944556.000000 Penalty: 3760.276367
	Iteration 9F: 3 clusters Score -1.394456e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -13945711.000000 Penalty: 3760.276367
	Iteration 10Q: 3 clusters Score -1.394571e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -13946178.000000 Penalty: 3760.276367
	Iteration 11Q: 3 clusters Score -1.394618e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -13946561.000000 Penalty: 3760.276367
	Iteration 12Q: 3 clusters Score -1.394656e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -13947013.000000 Penalty: 3760.276367
	Iteration 13Q: 3 clusters Score -1.394701e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -13947428.000000 Penalty: 3760.276367
	Iteration 14Q: 3 clusters Score -1.394743e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -13947936.000000 Penalty: 3760.276367
	Iteration 15Q: 3 clusters Score -1.394794e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -13948308.000000 Penalty: 3760.276367
	Iteration 16Q: 3 clusters Score -1.394831e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -13948758.000000 Penalty: 3760.276367
	Iteration 17Q: 3 clusters Score -1.394876e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -13949296.000000 Penalty: 3760.276367
	Iteration 18Q: 3 clusters Score -1.39493e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -13949642.000000 Penalty: 3760.276367
	Iteration 19Q: 3 clusters Score -1.394964e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -13950109.000000 Penalty: 3760.276367
	Iteration 20F: 3 clusters Score -1.395011e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -13950570.000000 Penalty: 3760.276367
	Iteration 21Q: 3 clusters Score -1.395057e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -13951100.000000 Penalty: 3760.276367
	Iteration 22Q: 3 clusters Score -1.39511e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -13951468.000000 Penalty: 3760.276367
	Iteration 23Q: 3 clusters Score -1.395147e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -13951966.000000 Penalty: 3760.276367
	Iteration 24Q: 3 clusters Score -1.395197e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -13952398.000000 Penalty: 3760.276367
	Iteration 25Q: 3 clusters Score -1.39524e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -13952753.000000 Penalty: 3760.276367
	Iteration 26Q: 3 clusters Score -1.395275e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -13953008.000000 Penalty: 3760.276367
	Iteration 27Q: 3 clusters Score -1.395301e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -13953243.000000 Penalty: 3760.276367
	Iteration 28Q: 3 clusters Score -1.395324e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -13953409.000000 Penalty: 3760.276367
	Iteration 29Q: 3 clusters Score -1.395341e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -13953588.000000 Penalty: 3760.276367
	Iteration 30Q: 3 clusters Score -1.395359e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -13953718.000000 Penalty: 3760.276367
	Iteration 31Q: 3 clusters Score -1.395372e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -13953806.000000 Penalty: 3760.276367
	Iteration 32Q: 3 clusters Score -1.395381e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -13953950.000000 Penalty: 3760.276367
	Iteration 33Q: 3 clusters Score -1.395395e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -13954006.000000 Penalty: 3760.276367
	Iteration 34Q: 3 clusters Score -1.395401e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -13954036.000000 Penalty: 3760.276367
	Iteration 35Q: 3 clusters Score -1.395404e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -13954067.000000 Penalty: 3760.276367
	Iteration 36Q: 3 clusters Score -1.395407e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -13954070.000000 Penalty: 3760.276367
	Iteration 37Q: 3 clusters Score -1.395407e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -13954111.000000 Penalty: 3760.276367
	Iteration 38Q: 3 clusters Score -1.395411e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -13954120.000000 Penalty: 3760.276367
	Iteration 39Q: 3 clusters Score -1.395412e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -13954148.000000 Penalty: 3760.276367
	Iteration 40F: 3 clusters Score -1.395415e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -13954137.000000 Penalty: 3760.276367
	Iteration 41Q: 3 clusters Score -1.395414e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -13954167.000000 Penalty: 3760.276367
	Iteration 42Q: 3 clusters Score -1.395417e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -13954141.000000 Penalty: 3760.276367
	Iteration 43Q: 3 clusters Score -1.395414e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -13954157.000000 Penalty: 3760.276367
	Iteration 44Q: 3 clusters Score -1.395416e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -13954137.000000 Penalty: 3760.276367
	Iteration 45Q: 3 clusters Score -1.395414e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -13954151.000000 Penalty: 3760.276367
	Iteration 46Q: 3 clusters Score -1.395415e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -13954161.000000 Penalty: 3760.276367
	Iteration 47Q: 3 clusters Score -1.395416e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -13954157.000000 Penalty: 3760.276367
	Iteration 48Q: 3 clusters Score -1.395416e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -13954116.000000 Penalty: 3760.276367
	Iteration 49Q: 3 clusters Score -1.395412e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -13954125.000000 Penalty: 3760.276367
	Iteration 50Q: 3 clusters Score -1.395412e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -13954136.000000 Penalty: 3760.276367
	Iteration 51Q: 3 clusters Score -1.395414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -13954138.000000 Penalty: 3760.276367
	Iteration 52Q: 3 clusters Score -1.395414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -13954128.000000 Penalty: 3760.276367
	Iteration 53Q: 3 clusters Score -1.395413e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -13954132.000000 Penalty: 3760.276367
	Iteration 54Q: 3 clusters Score -1.395413e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -13954120.000000 Penalty: 3760.276367
	Iteration 55Q: 3 clusters Score -1.395412e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -13954111.000000 Penalty: 3760.276367
	Iteration 56Q: 3 clusters Score -1.395411e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -13954121.000000 Penalty: 3760.276367
	Iteration 57Q: 3 clusters Score -1.395412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -13954117.000000 Penalty: 3760.276367
	Iteration 58Q: 3 clusters Score -1.395412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -13954127.000000 Penalty: 3760.276367
	Iteration 59Q: 3 clusters Score -1.395413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -13954117.000000 Penalty: 3760.276367
	Iteration 60F: 3 clusters Score -1.395412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -13954116.000000 Penalty: 3760.276367
	Iteration 61Q: 3 clusters Score -1.395412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -13954115.000000 Penalty: 3760.276367
	Iteration 62Q: 3 clusters Score -1.395412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -13954106.000000 Penalty: 3760.276367
	Iteration 63Q: 3 clusters Score -1.395411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -13954091.000000 Penalty: 3760.276367
	Iteration 64Q: 3 clusters Score -1.395409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -13954100.000000 Penalty: 3760.276367
	Iteration 65Q: 3 clusters Score -1.39541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -13954089.000000 Penalty: 3760.276367
	Iteration 66Q: 3 clusters Score -1.395409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -13954091.000000 Penalty: 3760.276367
	Iteration 67Q: 3 clusters Score -1.395409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -13954102.000000 Penalty: 3760.276367
	Iteration 68Q: 3 clusters Score -1.39541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -13954104.000000 Penalty: 3760.276367
	Iteration 69Q: 3 clusters Score -1.39541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13954091.000000 Penalty: 3760.276367
	Iteration 70Q: 3 clusters Score -1.395409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -13954097.000000 Penalty: 3760.276367
	Iteration 71Q: 3 clusters Score -1.39541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -13954098.000000 Penalty: 3760.276367
	Iteration 72Q: 3 clusters Score -1.39541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -13954107.000000 Penalty: 3760.276367
	Iteration 73Q: 3 clusters Score -1.395411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -13954110.000000 Penalty: 3760.276367
	Iteration 74Q: 3 clusters Score -1.395411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -13954098.000000 Penalty: 3760.276367
	Iteration 75Q: 3 clusters Score -1.39541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -13954083.000000 Penalty: 3760.276367
	Iteration 76Q: 3 clusters Score -1.395408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -13954092.000000 Penalty: 3760.276367
	Iteration 77Q: 3 clusters Score -1.395409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -13954105.000000 Penalty: 3760.276367
	Iteration 78Q: 3 clusters Score -1.39541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -13954090.000000 Penalty: 3760.276367
	Iteration 79Q: 3 clusters Score -1.395409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -13954092.000000 Penalty: 3760.276367
	Iteration 80F: 3 clusters Score -1.395409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -13954091.000000 Penalty: 3760.276367
	Iteration 81Q: 3 clusters Score -1.395409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -13954094.000000 Penalty: 3760.276367
	Iteration 82Q: 3 clusters Score -1.395409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -13954089.000000 Penalty: 3760.276367
	Iteration 83Q: 3 clusters Score -1.395409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -13954094.000000 Penalty: 3760.276367
	Iteration 84Q: 3 clusters Score -1.395409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13954088.000000 Penalty: 3760.276367
	Iteration 85Q: 3 clusters Score -1.395409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -13954090.000000 Penalty: 3760.276367
	Iteration 86Q: 3 clusters Score -1.395409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13954096.000000 Penalty: 3760.276367
	Iteration 87Q: 3 clusters Score -1.39541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13954094.000000 Penalty: 3760.276367
	Iteration 88Q: 3 clusters Score -1.395409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -13954094.000000 Penalty: 3760.276367
	Iteration 89F: 3 clusters Score -1.395409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 18384 members 
Mstep: Class 4 contains 72623 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 79201 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 15164 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 82877 members 
Mstep: Class 18 contains 73927 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5807 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 80310 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 4030 members 
Mstep: Class 30 contains 18412 members 
Mstep: Class 31 contains 48820 members 
Mstep: Class 32 contains 21805 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 60177 members 
Mstep: Class 36 contains 80184 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 45705 members 
Entering Unmasked Estep 
Score: -127781176.000000 Penalty: 85314.296875
Splitting cluster 35 changes total score from -127772840.000000 to -127781176.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 36 (80184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Entering Unmasked Estep 
Score: -10632905.000000 Penalty: 1834.962891
	Iteration 0F: 2 clusters Score -1.06329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -10582938.000000 Penalty: 3669.925781
	Iteration 0F: 3 clusters Score -1.058294e+07 nChanged 37981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -10605199.000000 Penalty: 3669.925781
	Iteration 1F: 3 clusters Score -1.06052e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -10606133.000000 Penalty: 3669.925781
	Iteration 2Q: 3 clusters Score -1.060613e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -10607456.000000 Penalty: 3669.925781
	Iteration 3Q: 3 clusters Score -1.060746e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -10609345.000000 Penalty: 3669.925781
	Iteration 4F: 3 clusters Score -1.060934e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -10612495.000000 Penalty: 3669.925781
	Iteration 5F: 3 clusters Score -1.06125e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -10616458.000000 Penalty: 3669.925781
	Iteration 6F: 3 clusters Score -1.061646e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -10620745.000000 Penalty: 3669.925781
	Iteration 7F: 3 clusters Score -1.062074e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -10624556.000000 Penalty: 3669.925781
	Iteration 8F: 3 clusters Score -1.062456e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -10627408.000000 Penalty: 3669.925781
	Iteration 9F: 3 clusters Score -1.062741e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -10629193.000000 Penalty: 3669.925781
	Iteration 10Q: 3 clusters Score -1.062919e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10630197.000000 Penalty: 3669.925781
	Iteration 11Q: 3 clusters Score -1.06302e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -10630739.000000 Penalty: 3669.925781
	Iteration 12Q: 3 clusters Score -1.063074e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10631055.000000 Penalty: 3669.925781
	Iteration 13Q: 3 clusters Score -1.063106e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10631219.000000 Penalty: 3669.925781
	Iteration 14Q: 3 clusters Score -1.063122e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10631278.000000 Penalty: 3669.925781
	Iteration 15Q: 3 clusters Score -1.063128e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -10631367.000000 Penalty: 3669.925781
	Iteration 16Q: 3 clusters Score -1.063137e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10631418.000000 Penalty: 3669.925781
	Iteration 17Q: 3 clusters Score -1.063142e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10631448.000000 Penalty: 3669.925781
	Iteration 18Q: 3 clusters Score -1.063145e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10631477.000000 Penalty: 3669.925781
	Iteration 19Q: 3 clusters Score -1.063148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10631487.000000 Penalty: 3669.925781
	Iteration 20F: 3 clusters Score -1.063149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10631488.000000 Penalty: 3669.925781
	Iteration 21Q: 3 clusters Score -1.063149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10631504.000000 Penalty: 3669.925781
	Iteration 22Q: 3 clusters Score -1.06315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10631510.000000 Penalty: 3669.925781
	Iteration 23Q: 3 clusters Score -1.063151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10631521.000000 Penalty: 3669.925781
	Iteration 24Q: 3 clusters Score -1.063152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10631526.000000 Penalty: 3669.925781
	Iteration 25Q: 3 clusters Score -1.063153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10631523.000000 Penalty: 3669.925781
	Iteration 26Q: 3 clusters Score -1.063152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10631518.000000 Penalty: 3669.925781
	Iteration 27Q: 3 clusters Score -1.063152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10631520.000000 Penalty: 3669.925781
	Iteration 28Q: 3 clusters Score -1.063152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10631527.000000 Penalty: 3669.925781
	Iteration 29Q: 3 clusters Score -1.063153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10631524.000000 Penalty: 3669.925781
	Iteration 30Q: 3 clusters Score -1.063152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10631524.000000 Penalty: 3669.925781
	Iteration 31Q: 3 clusters Score -1.063152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10631524.000000 Penalty: 3669.925781
	Iteration 32Q: 3 clusters Score -1.063152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10631523.000000 Penalty: 3669.925781
	Iteration 33Q: 3 clusters Score -1.063152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10631523.000000 Penalty: 3669.925781
	Iteration 34F: 3 clusters Score -1.063152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -343427.468750 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -343427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -340901.187500 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -340901.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -341475.093750 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -341475.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -341588.281250 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -341588.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -341658.843750 Penalty: 2567.345459
	Iteration 3Q: 3 clusters Score -341658.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -341713.937500 Penalty: 2567.345459
	Iteration 4Q: 3 clusters Score -341713.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -341757.000000 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -341757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -341786.281250 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -341786.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -341804.625000 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -341804.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -341823.968750 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -341824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -341840.500000 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -341840.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -341855.593750 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -341855.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -341869.906250 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -341869.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -341883.218750 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -341883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -341895.562500 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -341895.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -341912.500000 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -341912.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -341926.843750 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -341926.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -341937.656250 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -341937.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -341949.312500 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -341949.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -341962.156250 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -341962.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -341976.250000 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -341976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -341986.125000 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -341986.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -342000.750000 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -342000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -342016.156250 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -342016.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -342032.250000 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -342032.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -342050.968750 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -342051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -342079.718750 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -342079.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -342116.843750 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -342116.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -342151.468750 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -342151.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -342189.875000 Penalty: 2567.345459
	Iteration 28Q: 3 clusters Score -342189.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -342232.093750 Penalty: 2567.345459
	Iteration 29Q: 3 clusters Score -342232.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -342269.406250 Penalty: 2567.345459
	Iteration 30Q: 3 clusters Score -342269.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -342294.781250 Penalty: 2567.345459
	Iteration 31Q: 3 clusters Score -342294.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -342315.656250 Penalty: 2567.345459
	Iteration 32Q: 3 clusters Score -342315.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -342326.562500 Penalty: 2567.345459
	Iteration 33Q: 3 clusters Score -342326.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -342337.843750 Penalty: 2567.345459
	Iteration 34Q: 3 clusters Score -342337.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -342348.562500 Penalty: 2567.345459
	Iteration 35Q: 3 clusters Score -342348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -342355.500000 Penalty: 2567.345459
	Iteration 36Q: 3 clusters Score -342355.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -342363.312500 Penalty: 2567.345459
	Iteration 37Q: 3 clusters Score -342363.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -342372.312500 Penalty: 2567.345459
	Iteration 38Q: 3 clusters Score -342372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -342376.656250 Penalty: 2567.345459
	Iteration 39Q: 3 clusters Score -342376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -342379.843750 Penalty: 2567.345459
	Iteration 40F: 3 clusters Score -342379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -342384.718750 Penalty: 2567.345459
	Iteration 41Q: 3 clusters Score -342384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -342387.906250 Penalty: 2567.345459
	Iteration 42Q: 3 clusters Score -342387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -342390.468750 Penalty: 2567.345459
	Iteration 43Q: 3 clusters Score -342390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -342391.875000 Penalty: 2567.345459
	Iteration 44Q: 3 clusters Score -342391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -342393.031250 Penalty: 2567.345459
	Iteration 45Q: 3 clusters Score -342393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -342393.281250 Penalty: 2567.345459
	Iteration 46Q: 3 clusters Score -342393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -342394.468750 Penalty: 2567.345459
	Iteration 47Q: 3 clusters Score -342394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -342394.593750 Penalty: 2567.345459
	Iteration 48Q: 3 clusters Score -342394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -342395.250000 Penalty: 2567.345459
	Iteration 49Q: 3 clusters Score -342395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -342395.000000 Penalty: 2567.345459
	Iteration 50Q: 3 clusters Score -342395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -342395.000000 Penalty: 2567.345459
	Iteration 51F: 3 clusters Score -342395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 18384 members 
Mstep: Class 4 contains 72623 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 79201 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 21696 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 15164 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 82877 members 
Mstep: Class 18 contains 73927 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5807 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 80310 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 4030 members 
Mstep: Class 30 contains 18412 members 
Mstep: Class 31 contains 48820 members 
Mstep: Class 32 contains 21805 members 
Mstep: Class 33 contains 4367 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 60177 members 
Mstep: Class 36 contains 80184 members 
Mstep: Class 37 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784264.000000 Penalty: 85314.296875
Iteration 199Q: 39 clusters Score -1.277843e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 12248 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 72544 members 
Mstep: Class 5 contains 69504 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 19617 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 5842 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 15158 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 82425 members 
Mstep: Class 18 contains 73837 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5807 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 80224 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16906 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18387 members 
Mstep: Class 29 contains 4021 members 
Mstep: Class 30 contains 18416 members 
Mstep: Class 31 contains 48701 members 
Mstep: Class 32 contains 21817 members 
Mstep: Class 33 contains 4370 members 
Mstep: Class 34 contains 1827 members 
Mstep: Class 35 contains 61633 members 
Mstep: Class 36 contains 79937 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 46464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787032.000000 Penalty: 85314.296875
Iteration 200F: 39 clusters Score -1.27787e+08 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 18301 members 
Mstep: Class 4 contains 72403 members 
Mstep: Class 5 contains 69389 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 19289 members 
Mstep: Class 9 contains 76580 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 21737 members 
Mstep: Class 13 contains 7009 members 
Mstep: Class 14 contains 4933 members 
Mstep: Class 15 contains 15160 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 80569 members 
Mstep: Class 18 contains 73717 members 
Mstep: Class 19 contains 4036 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5807 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 80206 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16895 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18369 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 18416 members 
Mstep: Class 31 contains 48578 members 
Mstep: Class 32 contains 21857 members 
Mstep: Class 33 contains 4371 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 62704 members 
Mstep: Class 36 contains 79702 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 50097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788688.000000 Penalty: 85314.296875
Iteration 201Q: 39 clusters Score -1.277887e+08 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 18272 members 
Mstep: Class 4 contains 72325 members 
Mstep: Class 5 contains 69276 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 19046 members 
Mstep: Class 9 contains 75460 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 4923 members 
Mstep: Class 15 contains 15164 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 77859 members 
Mstep: Class 18 contains 73663 members 
Mstep: Class 19 contains 4036 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 80194 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16878 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18359 members 
Mstep: Class 29 contains 3998 members 
Mstep: Class 30 contains 18412 members 
Mstep: Class 31 contains 48472 members 
Mstep: Class 32 contains 21907 members 
Mstep: Class 33 contains 4370 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 64126 members 
Mstep: Class 36 contains 79458 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 53549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790056.000000 Penalty: 85314.296875
Iteration 202Q: 39 clusters Score -1.277901e+08 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 18253 members 
Mstep: Class 4 contains 72222 members 
Mstep: Class 5 contains 69222 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 18877 members 
Mstep: Class 9 contains 74570 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 21768 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 4914 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 74227 members 
Mstep: Class 18 contains 73605 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 80169 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16868 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18345 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 18413 members 
Mstep: Class 31 contains 48402 members 
Mstep: Class 32 contains 21953 members 
Mstep: Class 33 contains 4371 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 65871 members 
Mstep: Class 36 contains 79270 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 57220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790952.000000 Penalty: 85314.296875
Iteration 203Q: 39 clusters Score -1.27791e+08 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 12048 members 
Mstep: Class 3 contains 18228 members 
Mstep: Class 4 contains 72117 members 
Mstep: Class 5 contains 69110 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 73928 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 15205 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 70056 members 
Mstep: Class 18 contains 73580 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5795 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 80155 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18342 members 
Mstep: Class 29 contains 3976 members 
Mstep: Class 30 contains 18417 members 
Mstep: Class 31 contains 48338 members 
Mstep: Class 32 contains 21989 members 
Mstep: Class 33 contains 4372 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 67796 members 
Mstep: Class 36 contains 79112 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 60937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791240.000000 Penalty: 85314.296875
Iteration 204Q: 39 clusters Score -1.277912e+08 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 12003 members 
Mstep: Class 3 contains 18207 members 
Mstep: Class 4 contains 71999 members 
Mstep: Class 5 contains 69021 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 18603 members 
Mstep: Class 9 contains 73428 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 15219 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 65645 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 6404 members 
Mstep: Class 23 contains 80134 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 16863 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18350 members 
Mstep: Class 29 contains 3969 members 
Mstep: Class 30 contains 18409 members 
Mstep: Class 31 contains 48262 members 
Mstep: Class 32 contains 22025 members 
Mstep: Class 33 contains 4372 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 69721 members 
Mstep: Class 36 contains 78947 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 64622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790616.000000 Penalty: 85314.296875
Iteration 205Q: 39 clusters Score -1.277906e+08 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 18198 members 
Mstep: Class 4 contains 71933 members 
Mstep: Class 5 contains 68887 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18481 members 
Mstep: Class 9 contains 73073 members 
Mstep: Class 10 contains 5797 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 21791 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 15228 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 61126 members 
Mstep: Class 18 contains 73512 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5792 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 80148 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16889 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18359 members 
Mstep: Class 29 contains 3958 members 
Mstep: Class 30 contains 18413 members 
Mstep: Class 31 contains 48173 members 
Mstep: Class 32 contains 22059 members 
Mstep: Class 33 contains 4373 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 71591 members 
Mstep: Class 36 contains 78789 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 68215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790432.000000 Penalty: 85314.296875
Iteration 206Q: 39 clusters Score -1.277904e+08 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 11923 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 71867 members 
Mstep: Class 5 contains 68770 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 18372 members 
Mstep: Class 9 contains 72844 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 13 contains 6914 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 15237 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 56866 members 
Mstep: Class 18 contains 73502 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5791 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 80155 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16902 members 
Mstep: Class 27 contains 359 members 
Mstep: Class 28 contains 18356 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 18415 members 
Mstep: Class 31 contains 48106 members 
Mstep: Class 32 contains 22100 members 
Mstep: Class 33 contains 4369 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 73409 members 
Mstep: Class 36 contains 78692 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 71375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789984.000000 Penalty: 85314.296875
Iteration 207Q: 39 clusters Score -1.2779e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 11903 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 71785 members 
Mstep: Class 5 contains 68685 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 18290 members 
Mstep: Class 9 contains 72737 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 6898 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 15233 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 53490 members 
Mstep: Class 18 contains 73470 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 6382 members 
Mstep: Class 23 contains 80162 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 16908 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18357 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 18408 members 
Mstep: Class 31 contains 48038 members 
Mstep: Class 32 contains 22134 members 
Mstep: Class 33 contains 4369 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 75313 members 
Mstep: Class 36 contains 78613 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 73369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788976.000000 Penalty: 85314.296875
Iteration 208Q: 39 clusters Score -1.27789e+08 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 18178 members 
Mstep: Class 4 contains 71669 members 
Mstep: Class 5 contains 68609 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18263 members 
Mstep: Class 9 contains 72668 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 21804 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 15242 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 51499 members 
Mstep: Class 18 contains 73437 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 80165 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 16913 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18357 members 
Mstep: Class 29 contains 4076 members 
Mstep: Class 30 contains 18405 members 
Mstep: Class 31 contains 47975 members 
Mstep: Class 32 contains 22160 members 
Mstep: Class 33 contains 4369 members 
Mstep: Class 34 contains 1830 members 
Mstep: Class 35 contains 77139 members 
Mstep: Class 36 contains 78513 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 74041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788648.000000 Penalty: 85314.296875
Iteration 209Q: 39 clusters Score -1.277886e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 71558 members 
Mstep: Class 5 contains 68479 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 18207 members 
Mstep: Class 9 contains 72585 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21792 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 15255 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 50376 members 
Mstep: Class 18 contains 73403 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 80113 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18340 members 
Mstep: Class 29 contains 4128 members 
Mstep: Class 30 contains 18402 members 
Mstep: Class 31 contains 47910 members 
Mstep: Class 32 contains 22194 members 
Mstep: Class 33 contains 4369 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 78940 members 
Mstep: Class 36 contains 78393 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 74026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788120.000000 Penalty: 85314.296875
Iteration 210Q: 39 clusters Score -1.277881e+08 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 11861 members 
Mstep: Class 3 contains 18155 members 
Mstep: Class 4 contains 71391 members 
Mstep: Class 5 contains 68361 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 18141 members 
Mstep: Class 9 contains 72517 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 15272 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 49711 members 
Mstep: Class 18 contains 73370 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 5777 members 
Mstep: Class 22 contains 6353 members 
Mstep: Class 23 contains 80026 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2710 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18327 members 
Mstep: Class 29 contains 4178 members 
Mstep: Class 30 contains 18409 members 
Mstep: Class 31 contains 47851 members 
Mstep: Class 32 contains 22243 members 
Mstep: Class 33 contains 4368 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 80662 members 
Mstep: Class 36 contains 78301 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 73635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787536.000000 Penalty: 85314.296875
Iteration 211Q: 39 clusters Score -1.277875e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 18130 members 
Mstep: Class 4 contains 71209 members 
Mstep: Class 5 contains 68264 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 18095 members 
Mstep: Class 9 contains 72473 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21751 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 73327 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 79896 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2710 members 
Mstep: Class 26 contains 16927 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18321 members 
Mstep: Class 29 contains 4233 members 
Mstep: Class 30 contains 18404 members 
Mstep: Class 31 contains 47799 members 
Mstep: Class 32 contains 22291 members 
Mstep: Class 33 contains 4366 members 
Mstep: Class 34 contains 1830 members 
Mstep: Class 35 contains 82399 members 
Mstep: Class 36 contains 78211 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 73068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787208.000000 Penalty: 85314.296875
Iteration 212Q: 39 clusters Score -1.277872e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 18114 members 
Mstep: Class 4 contains 71009 members 
Mstep: Class 5 contains 68202 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 18064 members 
Mstep: Class 9 contains 72383 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 21731 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 15286 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 48910 members 
Mstep: Class 18 contains 73293 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 6328 members 
Mstep: Class 23 contains 79784 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2709 members 
Mstep: Class 26 contains 16934 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18307 members 
Mstep: Class 29 contains 4290 members 
Mstep: Class 30 contains 18408 members 
Mstep: Class 31 contains 47731 members 
Mstep: Class 32 contains 22352 members 
Mstep: Class 33 contains 4358 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 84055 members 
Mstep: Class 36 contains 78134 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 72369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786832.000000 Penalty: 85314.296875
Iteration 213Q: 39 clusters Score -1.277868e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 70806 members 
Mstep: Class 5 contains 68139 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 18032 members 
Mstep: Class 9 contains 72278 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 21720 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 15292 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 48621 members 
Mstep: Class 18 contains 73228 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 6317 members 
Mstep: Class 23 contains 79664 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16933 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18297 members 
Mstep: Class 29 contains 4333 members 
Mstep: Class 30 contains 18418 members 
Mstep: Class 31 contains 47635 members 
Mstep: Class 32 contains 22413 members 
Mstep: Class 33 contains 4351 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 85744 members 
Mstep: Class 36 contains 78078 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 71694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786568.000000 Penalty: 85314.296875
Iteration 214Q: 39 clusters Score -1.277866e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 18096 members 
Mstep: Class 4 contains 70606 members 
Mstep: Class 5 contains 68021 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 18002 members 
Mstep: Class 9 contains 72176 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 21708 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 15296 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 48377 members 
Mstep: Class 18 contains 73210 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 5767 members 
Mstep: Class 22 contains 6310 members 
Mstep: Class 23 contains 79578 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16936 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18284 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 18421 members 
Mstep: Class 31 contains 47538 members 
Mstep: Class 32 contains 22471 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 87253 members 
Mstep: Class 36 contains 77987 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 71141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786248.000000 Penalty: 85314.296875
Iteration 215Q: 39 clusters Score -1.277862e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 11845 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 70442 members 
Mstep: Class 5 contains 67917 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 17962 members 
Mstep: Class 9 contains 72082 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 21695 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 15301 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 48208 members 
Mstep: Class 18 contains 73145 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 5763 members 
Mstep: Class 22 contains 6306 members 
Mstep: Class 23 contains 79478 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16936 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18265 members 
Mstep: Class 29 contains 4389 members 
Mstep: Class 30 contains 18421 members 
Mstep: Class 31 contains 47439 members 
Mstep: Class 32 contains 22542 members 
Mstep: Class 33 contains 4345 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 88675 members 
Mstep: Class 36 contains 77899 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 70597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786168.000000 Penalty: 85314.296875
Iteration 216Q: 39 clusters Score -1.277862e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 11845 members 
Mstep: Class 3 contains 18105 members 
Mstep: Class 4 contains 70262 members 
Mstep: Class 5 contains 67808 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8084 members 
Mstep: Class 8 contains 17915 members 
Mstep: Class 9 contains 71992 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 21685 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 15310 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 48030 members 
Mstep: Class 18 contains 73074 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 5759 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 79407 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16940 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18246 members 
Mstep: Class 29 contains 4412 members 
Mstep: Class 30 contains 18426 members 
Mstep: Class 31 contains 47338 members 
Mstep: Class 32 contains 22619 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 89999 members 
Mstep: Class 36 contains 77855 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 70130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785056.000000 Penalty: 85314.296875
Iteration 217Q: 39 clusters Score -1.277851e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 11846 members 
Mstep: Class 3 contains 18105 members 
Mstep: Class 4 contains 70094 members 
Mstep: Class 5 contains 67717 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 17891 members 
Mstep: Class 9 contains 71886 members 
Mstep: Class 10 contains 5737 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 21684 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 15317 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 47882 members 
Mstep: Class 18 contains 73008 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 79347 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 16954 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18239 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 18425 members 
Mstep: Class 31 contains 47233 members 
Mstep: Class 32 contains 22687 members 
Mstep: Class 33 contains 4345 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 91175 members 
Mstep: Class 36 contains 77836 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 69665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784520.000000 Penalty: 85314.296875
Iteration 218Q: 39 clusters Score -1.277845e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 18099 members 
Mstep: Class 4 contains 69948 members 
Mstep: Class 5 contains 67604 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 17876 members 
Mstep: Class 9 contains 71749 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 21672 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 47747 members 
Mstep: Class 18 contains 72928 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 6304 members 
Mstep: Class 23 contains 79293 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 16959 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18231 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 18427 members 
Mstep: Class 31 contains 47161 members 
Mstep: Class 32 contains 22762 members 
Mstep: Class 33 contains 4343 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 92217 members 
Mstep: Class 36 contains 77787 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 69308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783856.000000 Penalty: 85314.296875
Iteration 219Q: 39 clusters Score -1.277839e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 69860 members 
Mstep: Class 5 contains 67476 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 17857 members 
Mstep: Class 9 contains 71604 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 21681 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15341 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 47653 members 
Mstep: Class 18 contains 72858 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 79266 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 16966 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18221 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 18435 members 
Mstep: Class 31 contains 47102 members 
Mstep: Class 32 contains 22828 members 
Mstep: Class 33 contains 4337 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 93129 members 
Mstep: Class 36 contains 77761 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 68955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784624.000000 Penalty: 85314.296875
Iteration 220F: 39 clusters Score -1.277846e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 69722 members 
Mstep: Class 5 contains 67384 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 17835 members 
Mstep: Class 9 contains 71496 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 21678 members 
Mstep: Class 13 contains 6745 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 43946 members 
Mstep: Class 18 contains 72813 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 6297 members 
Mstep: Class 23 contains 79240 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 16972 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18226 members 
Mstep: Class 29 contains 4452 members 
Mstep: Class 30 contains 18434 members 
Mstep: Class 31 contains 47043 members 
Mstep: Class 32 contains 22904 members 
Mstep: Class 33 contains 4336 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 93877 members 
Mstep: Class 36 contains 77773 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 72263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783840.000000 Penalty: 85314.296875
Iteration 221Q: 39 clusters Score -1.277838e+08 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 18133 members 
Mstep: Class 4 contains 69662 members 
Mstep: Class 5 contains 67277 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17813 members 
Mstep: Class 9 contains 71431 members 
Mstep: Class 10 contains 5727 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 21666 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 15375 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 40884 members 
Mstep: Class 18 contains 72771 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 6297 members 
Mstep: Class 23 contains 79230 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 16974 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18221 members 
Mstep: Class 29 contains 4489 members 
Mstep: Class 30 contains 18446 members 
Mstep: Class 31 contains 46985 members 
Mstep: Class 32 contains 22979 members 
Mstep: Class 33 contains 4336 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 94390 members 
Mstep: Class 36 contains 77788 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 75001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782944.000000 Penalty: 85314.296875
Iteration 222Q: 39 clusters Score -1.277829e+08 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 18138 members 
Mstep: Class 4 contains 69632 members 
Mstep: Class 5 contains 67232 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 71364 members 
Mstep: Class 10 contains 5727 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 21657 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 38220 members 
Mstep: Class 18 contains 72678 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5728 members 
Mstep: Class 22 contains 6297 members 
Mstep: Class 23 contains 79206 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 16988 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18197 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 18448 members 
Mstep: Class 31 contains 46937 members 
Mstep: Class 32 contains 23041 members 
Mstep: Class 33 contains 4334 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 94632 members 
Mstep: Class 36 contains 77825 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 77570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782408.000000 Penalty: 85314.296875
Iteration 223Q: 39 clusters Score -1.277824e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 69606 members 
Mstep: Class 5 contains 67191 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 71310 members 
Mstep: Class 10 contains 5724 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 21660 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 35934 members 
Mstep: Class 18 contains 72607 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 6298 members 
Mstep: Class 23 contains 79181 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 16993 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18182 members 
Mstep: Class 29 contains 4550 members 
Mstep: Class 30 contains 18456 members 
Mstep: Class 31 contains 46905 members 
Mstep: Class 32 contains 23094 members 
Mstep: Class 33 contains 4333 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 94515 members 
Mstep: Class 36 contains 77866 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 80043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781504.000000 Penalty: 85314.296875
Iteration 224Q: 39 clusters Score -1.277815e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 18145 members 
Mstep: Class 4 contains 69581 members 
Mstep: Class 5 contains 67132 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 71255 members 
Mstep: Class 10 contains 5720 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 21650 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 33995 members 
Mstep: Class 18 contains 72553 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 79148 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17005 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18171 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 18461 members 
Mstep: Class 31 contains 46867 members 
Mstep: Class 32 contains 23154 members 
Mstep: Class 33 contains 4336 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 94211 members 
Mstep: Class 36 contains 77917 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 82331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781104.000000 Penalty: 85314.296875
Iteration 225Q: 39 clusters Score -1.277811e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 18149 members 
Mstep: Class 4 contains 69566 members 
Mstep: Class 5 contains 67109 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17927 members 
Mstep: Class 9 contains 71249 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 21646 members 
Mstep: Class 13 contains 6726 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 15400 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 32443 members 
Mstep: Class 18 contains 72508 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5721 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 79122 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17014 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18170 members 
Mstep: Class 29 contains 4603 members 
Mstep: Class 30 contains 18462 members 
Mstep: Class 31 contains 46792 members 
Mstep: Class 32 contains 23226 members 
Mstep: Class 33 contains 4334 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 93465 members 
Mstep: Class 36 contains 77982 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 84538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781480.000000 Penalty: 85314.296875
Iteration 226Q: 39 clusters Score -1.277815e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 69582 members 
Mstep: Class 5 contains 67093 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17961 members 
Mstep: Class 9 contains 71250 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 21640 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 15404 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 31501 members 
Mstep: Class 18 contains 72454 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 79108 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17019 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18176 members 
Mstep: Class 29 contains 4622 members 
Mstep: Class 30 contains 18463 members 
Mstep: Class 31 contains 46719 members 
Mstep: Class 32 contains 23295 members 
Mstep: Class 33 contains 4334 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 92273 members 
Mstep: Class 36 contains 78004 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 86586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781768.000000 Penalty: 85314.296875
Iteration 227Q: 39 clusters Score -1.277818e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 69596 members 
Mstep: Class 5 contains 67084 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17979 members 
Mstep: Class 9 contains 71205 members 
Mstep: Class 10 contains 5719 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 21638 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 15407 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 30927 members 
Mstep: Class 18 contains 72408 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 79077 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17028 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18171 members 
Mstep: Class 29 contains 4629 members 
Mstep: Class 30 contains 18464 members 
Mstep: Class 31 contains 46656 members 
Mstep: Class 32 contains 23375 members 
Mstep: Class 33 contains 4335 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 90626 members 
Mstep: Class 36 contains 78025 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 88764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782224.000000 Penalty: 85314.296875
Iteration 228Q: 39 clusters Score -1.277822e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 11846 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 69590 members 
Mstep: Class 5 contains 67085 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17965 members 
Mstep: Class 9 contains 71159 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 21643 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 15409 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 30754 members 
Mstep: Class 18 contains 72372 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6304 members 
Mstep: Class 23 contains 79023 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17036 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18167 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 18468 members 
Mstep: Class 31 contains 46571 members 
Mstep: Class 32 contains 23446 members 
Mstep: Class 33 contains 4335 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 88681 members 
Mstep: Class 36 contains 78077 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 90894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782584.000000 Penalty: 85314.296875
Iteration 229Q: 39 clusters Score -1.277826e+08 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 18177 members 
Mstep: Class 4 contains 69628 members 
Mstep: Class 5 contains 67085 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17955 members 
Mstep: Class 9 contains 71128 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 21664 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 15410 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 30949 members 
Mstep: Class 18 contains 72294 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 78966 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17039 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18162 members 
Mstep: Class 29 contains 4634 members 
Mstep: Class 30 contains 18469 members 
Mstep: Class 31 contains 46471 members 
Mstep: Class 32 contains 23547 members 
Mstep: Class 33 contains 4333 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 86307 members 
Mstep: Class 36 contains 78133 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 93061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783016.000000 Penalty: 85314.296875
Iteration 230Q: 39 clusters Score -1.27783e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 69662 members 
Mstep: Class 5 contains 67074 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17939 members 
Mstep: Class 9 contains 71078 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 21685 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 15410 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 31456 members 
Mstep: Class 18 contains 72234 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6319 members 
Mstep: Class 23 contains 78946 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17045 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18157 members 
Mstep: Class 29 contains 4648 members 
Mstep: Class 30 contains 18470 members 
Mstep: Class 31 contains 46379 members 
Mstep: Class 32 contains 23651 members 
Mstep: Class 33 contains 4331 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 83737 members 
Mstep: Class 36 contains 78181 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 95118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783376.000000 Penalty: 85314.296875
Iteration 231Q: 39 clusters Score -1.277834e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 18202 members 
Mstep: Class 4 contains 69687 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17921 members 
Mstep: Class 9 contains 70999 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 21692 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 15411 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 32386 members 
Mstep: Class 18 contains 72221 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6319 members 
Mstep: Class 23 contains 78940 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17057 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18151 members 
Mstep: Class 29 contains 4673 members 
Mstep: Class 30 contains 18466 members 
Mstep: Class 31 contains 46273 members 
Mstep: Class 32 contains 23743 members 
Mstep: Class 33 contains 4330 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 80612 members 
Mstep: Class 36 contains 78217 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 97339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783832.000000 Penalty: 85314.296875
Iteration 232Q: 39 clusters Score -1.277838e+08 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 11846 members 
Mstep: Class 3 contains 18210 members 
Mstep: Class 4 contains 69692 members 
Mstep: Class 5 contains 67028 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17938 members 
Mstep: Class 9 contains 70958 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 21707 members 
Mstep: Class 13 contains 6689 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 15420 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 33681 members 
Mstep: Class 18 contains 72196 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 78967 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17064 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18153 members 
Mstep: Class 29 contains 4683 members 
Mstep: Class 30 contains 18465 members 
Mstep: Class 31 contains 46173 members 
Mstep: Class 32 contains 23855 members 
Mstep: Class 33 contains 4324 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 76885 members 
Mstep: Class 36 contains 78246 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 99663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127783440.000000 Penalty: 85314.296875
Iteration 233Q: 39 clusters Score -1.277834e+08 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 18219 members 
Mstep: Class 4 contains 69767 members 
Mstep: Class 5 contains 67004 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17933 members 
Mstep: Class 9 contains 70924 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 21710 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 15414 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 35164 members 
Mstep: Class 18 contains 72175 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6322 members 
Mstep: Class 23 contains 79027 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17074 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18153 members 
Mstep: Class 29 contains 4713 members 
Mstep: Class 30 contains 18460 members 
Mstep: Class 31 contains 46087 members 
Mstep: Class 32 contains 23947 members 
Mstep: Class 33 contains 4321 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 72958 members 
Mstep: Class 36 contains 78284 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 101856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127782344.000000 Penalty: 85314.296875
Iteration 234Q: 39 clusters Score -1.277823e+08 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 18233 members 
Mstep: Class 4 contains 69818 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17943 members 
Mstep: Class 9 contains 70881 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 21732 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 15413 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 36580 members 
Mstep: Class 18 contains 72166 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 79091 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18166 members 
Mstep: Class 29 contains 4739 members 
Mstep: Class 30 contains 18457 members 
Mstep: Class 31 contains 46024 members 
Mstep: Class 32 contains 24044 members 
Mstep: Class 33 contains 4315 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 69793 members 
Mstep: Class 36 contains 78383 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 103151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781368.000000 Penalty: 85314.296875
Iteration 235Q: 39 clusters Score -1.277814e+08 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 18233 members 
Mstep: Class 4 contains 69898 members 
Mstep: Class 5 contains 67089 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17957 members 
Mstep: Class 9 contains 70902 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 21753 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 15419 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 38009 members 
Mstep: Class 18 contains 72176 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6334 members 
Mstep: Class 23 contains 79142 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18187 members 
Mstep: Class 29 contains 4773 members 
Mstep: Class 30 contains 18459 members 
Mstep: Class 31 contains 45982 members 
Mstep: Class 32 contains 24138 members 
Mstep: Class 33 contains 4305 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 67410 members 
Mstep: Class 36 contains 78470 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 103521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780120.000000 Penalty: 85314.296875
Iteration 236Q: 39 clusters Score -1.277801e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 18246 members 
Mstep: Class 4 contains 69956 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 70878 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 21776 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 15423 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 39451 members 
Mstep: Class 18 contains 72178 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 79195 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 17084 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18206 members 
Mstep: Class 29 contains 4808 members 
Mstep: Class 30 contains 18455 members 
Mstep: Class 31 contains 45916 members 
Mstep: Class 32 contains 24219 members 
Mstep: Class 33 contains 4300 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 65776 members 
Mstep: Class 36 contains 78547 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 103301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127780696.000000 Penalty: 85314.296875
Iteration 237Q: 39 clusters Score -1.277807e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 18257 members 
Mstep: Class 4 contains 70025 members 
Mstep: Class 5 contains 67139 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 70859 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 6627 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 40943 members 
Mstep: Class 18 contains 72141 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 79244 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17096 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18213 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 18447 members 
Mstep: Class 31 contains 45866 members 
Mstep: Class 32 contains 24301 members 
Mstep: Class 33 contains 4291 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 64599 members 
Mstep: Class 36 contains 78583 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 102697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127781424.000000 Penalty: 85314.296875
Iteration 238Q: 39 clusters Score -1.277814e+08 nChanged 4220
Entering ConstructFrom: 
Score: -127781424.000000 Penalty: 85314.296875
Entering ConstructFrom: 
Trying to split cluster 1 (77716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Entering Unmasked Estep 
Score: -10309048.000000 Penalty: 1829.882690
	Iteration 0F: 2 clusters Score -1.030905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -10260459.000000 Penalty: 3659.765381
	Iteration 0F: 3 clusters Score -1.026046e+07 nChanged 36895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -10281053.000000 Penalty: 3659.765381
	Iteration 1F: 3 clusters Score -1.028105e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -10281811.000000 Penalty: 3659.765381
	Iteration 2Q: 3 clusters Score -1.028181e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -10282765.000000 Penalty: 3659.765381
	Iteration 3Q: 3 clusters Score -1.028276e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -10284203.000000 Penalty: 3659.765381
	Iteration 4Q: 3 clusters Score -1.02842e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -10286343.000000 Penalty: 3659.765381
	Iteration 5F: 3 clusters Score -1.028634e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -10289580.000000 Penalty: 3659.765381
	Iteration 6F: 3 clusters Score -1.028958e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -10293611.000000 Penalty: 3659.765381
	Iteration 7F: 3 clusters Score -1.029361e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -10297679.000000 Penalty: 3659.765381
	Iteration 8F: 3 clusters Score -1.029768e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -10301057.000000 Penalty: 3659.765381
	Iteration 9F: 3 clusters Score -1.030106e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -10303533.000000 Penalty: 3659.765381
	Iteration 10Q: 3 clusters Score -1.030353e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -10305124.000000 Penalty: 3659.765381
	Iteration 11Q: 3 clusters Score -1.030512e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -10305969.000000 Penalty: 3659.765381
	Iteration 12Q: 3 clusters Score -1.030597e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10306494.000000 Penalty: 3659.765381
	Iteration 13Q: 3 clusters Score -1.030649e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10306812.000000 Penalty: 3659.765381
	Iteration 14Q: 3 clusters Score -1.030681e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10306985.000000 Penalty: 3659.765381
	Iteration 15Q: 3 clusters Score -1.030698e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10307098.000000 Penalty: 3659.765381
	Iteration 16Q: 3 clusters Score -1.03071e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10307162.000000 Penalty: 3659.765381
	Iteration 17Q: 3 clusters Score -1.030716e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10307222.000000 Penalty: 3659.765381
	Iteration 18Q: 3 clusters Score -1.030722e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10307264.000000 Penalty: 3659.765381
	Iteration 19Q: 3 clusters Score -1.030726e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10307267.000000 Penalty: 3659.765381
	Iteration 20F: 3 clusters Score -1.030727e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10307282.000000 Penalty: 3659.765381
	Iteration 21Q: 3 clusters Score -1.030728e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10307311.000000 Penalty: 3659.765381
	Iteration 22Q: 3 clusters Score -1.030731e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10307342.000000 Penalty: 3659.765381
	Iteration 23Q: 3 clusters Score -1.030734e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10307353.000000 Penalty: 3659.765381
	Iteration 24Q: 3 clusters Score -1.030735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10307379.000000 Penalty: 3659.765381
	Iteration 25Q: 3 clusters Score -1.030738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10307402.000000 Penalty: 3659.765381
	Iteration 26Q: 3 clusters Score -1.03074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10307411.000000 Penalty: 3659.765381
	Iteration 27Q: 3 clusters Score -1.030741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10307406.000000 Penalty: 3659.765381
	Iteration 28Q: 3 clusters Score -1.030741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10307414.000000 Penalty: 3659.765381
	Iteration 29Q: 3 clusters Score -1.030741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10307422.000000 Penalty: 3659.765381
	Iteration 30Q: 3 clusters Score -1.030742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10307435.000000 Penalty: 3659.765381
	Iteration 31Q: 3 clusters Score -1.030744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10307435.000000 Penalty: 3659.765381
	Iteration 32Q: 3 clusters Score -1.030744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10307432.000000 Penalty: 3659.765381
	Iteration 33Q: 3 clusters Score -1.030743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10307434.000000 Penalty: 3659.765381
	Iteration 34Q: 3 clusters Score -1.030743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10307461.000000 Penalty: 3659.765381
	Iteration 35Q: 3 clusters Score -1.030746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10307467.000000 Penalty: 3659.765381
	Iteration 36Q: 3 clusters Score -1.030747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10307476.000000 Penalty: 3659.765381
	Iteration 37Q: 3 clusters Score -1.030748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10307501.000000 Penalty: 3659.765381
	Iteration 38Q: 3 clusters Score -1.03075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10307498.000000 Penalty: 3659.765381
	Iteration 39Q: 3 clusters Score -1.03075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10307503.000000 Penalty: 3659.765381
	Iteration 40F: 3 clusters Score -1.03075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10307505.000000 Penalty: 3659.765381
	Iteration 41Q: 3 clusters Score -1.03075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10307503.000000 Penalty: 3659.765381
	Iteration 42Q: 3 clusters Score -1.03075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10307520.000000 Penalty: 3659.765381
	Iteration 43Q: 3 clusters Score -1.030752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10307515.000000 Penalty: 3659.765381
	Iteration 44Q: 3 clusters Score -1.030752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10307511.000000 Penalty: 3659.765381
	Iteration 45Q: 3 clusters Score -1.030751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10307517.000000 Penalty: 3659.765381
	Iteration 46Q: 3 clusters Score -1.030752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10307517.000000 Penalty: 3659.765381
	Iteration 47Q: 3 clusters Score -1.030752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10307517.000000 Penalty: 3659.765381
	Iteration 48F: 3 clusters Score -1.030752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -1396466.250000 Penalty: 1524.030273
	Iteration 0F: 2 clusters Score -1396466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1388099.250000 Penalty: 3048.060547
	Iteration 0F: 3 clusters Score -1388099 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1391028.875000 Penalty: 3048.060547
	Iteration 1F: 3 clusters Score -1391029 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1391600.000000 Penalty: 3048.060547
	Iteration 2F: 3 clusters Score -1391600 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1392172.625000 Penalty: 3048.060547
	Iteration 3F: 3 clusters Score -1392173 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1392801.750000 Penalty: 3048.060547
	Iteration 4F: 3 clusters Score -1392802 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1393365.750000 Penalty: 3048.060547
	Iteration 5F: 3 clusters Score -1393366 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1393875.625000 Penalty: 3048.060547
	Iteration 6F: 3 clusters Score -1393876 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1394292.625000 Penalty: 3048.060547
	Iteration 7F: 3 clusters Score -1394293 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1394645.500000 Penalty: 3048.060547
	Iteration 8Q: 3 clusters Score -1394646 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1394889.750000 Penalty: 3048.060547
	Iteration 9Q: 3 clusters Score -1394890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1395077.875000 Penalty: 3048.060547
	Iteration 10Q: 3 clusters Score -1395078 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1395223.375000 Penalty: 3048.060547
	Iteration 11Q: 3 clusters Score -1395223 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1395320.125000 Penalty: 3048.060547
	Iteration 12Q: 3 clusters Score -1395320 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1395406.625000 Penalty: 3048.060547
	Iteration 13Q: 3 clusters Score -1395407 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1395491.500000 Penalty: 3048.060547
	Iteration 14Q: 3 clusters Score -1395492 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1395559.625000 Penalty: 3048.060547
	Iteration 15Q: 3 clusters Score -1395560 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1395615.750000 Penalty: 3048.060547
	Iteration 16Q: 3 clusters Score -1395616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1395671.375000 Penalty: 3048.060547
	Iteration 17Q: 3 clusters Score -1395671 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1395743.000000 Penalty: 3048.060547
	Iteration 18Q: 3 clusters Score -1395743 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1395816.375000 Penalty: 3048.060547
	Iteration 19Q: 3 clusters Score -1395816 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1395892.375000 Penalty: 3048.060547
	Iteration 20F: 3 clusters Score -1395892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1395930.000000 Penalty: 3048.060547
	Iteration 21Q: 3 clusters Score -1395930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1395960.000000 Penalty: 3048.060547
	Iteration 22Q: 3 clusters Score -1395960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1395976.625000 Penalty: 3048.060547
	Iteration 23Q: 3 clusters Score -1395977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1396004.250000 Penalty: 3048.060547
	Iteration 24Q: 3 clusters Score -1396004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1396028.250000 Penalty: 3048.060547
	Iteration 25Q: 3 clusters Score -1396028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1396042.000000 Penalty: 3048.060547
	Iteration 26Q: 3 clusters Score -1396042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1396059.875000 Penalty: 3048.060547
	Iteration 27Q: 3 clusters Score -1396060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1396085.625000 Penalty: 3048.060547
	Iteration 28Q: 3 clusters Score -1396086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1396101.500000 Penalty: 3048.060547
	Iteration 29Q: 3 clusters Score -1396102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1396105.875000 Penalty: 3048.060547
	Iteration 30Q: 3 clusters Score -1396106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1396109.875000 Penalty: 3048.060547
	Iteration 31Q: 3 clusters Score -1396110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1396112.250000 Penalty: 3048.060547
	Iteration 32Q: 3 clusters Score -1396112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1396117.375000 Penalty: 3048.060547
	Iteration 33Q: 3 clusters Score -1396117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1396117.125000 Penalty: 3048.060547
	Iteration 34Q: 3 clusters Score -1396117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1396117.375000 Penalty: 3048.060547
	Iteration 35Q: 3 clusters Score -1396117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1396118.250000 Penalty: 3048.060547
	Iteration 36Q: 3 clusters Score -1396118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1396118.250000 Penalty: 3048.060547
	Iteration 37F: 3 clusters Score -1396118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Entering Unmasked Estep 
Score: -2355736.250000 Penalty: 1594.365723
	Iteration 0F: 2 clusters Score -2355736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2343217.250000 Penalty: 3188.731445
	Iteration 0F: 3 clusters Score -2343217 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2347700.750000 Penalty: 3188.731445
	Iteration 1F: 3 clusters Score -2347701 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2348082.000000 Penalty: 3188.731445
	Iteration 2F: 3 clusters Score -2348082 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2348480.000000 Penalty: 3188.731445
	Iteration 3F: 3 clusters Score -2348480 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2348961.750000 Penalty: 3188.731445
	Iteration 4F: 3 clusters Score -2348962 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2349532.000000 Penalty: 3188.731445
	Iteration 5F: 3 clusters Score -2349532 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2350210.000000 Penalty: 3188.731445
	Iteration 6F: 3 clusters Score -2350210 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2351007.500000 Penalty: 3188.731445
	Iteration 7F: 3 clusters Score -2351008 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2351870.500000 Penalty: 3188.731445
	Iteration 8F: 3 clusters Score -2351870 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2352712.500000 Penalty: 3188.731445
	Iteration 9Q: 3 clusters Score -2352712 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2353353.750000 Penalty: 3188.731445
	Iteration 10Q: 3 clusters Score -2353354 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2353710.500000 Penalty: 3188.731445
	Iteration 11Q: 3 clusters Score -2353710 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2353885.250000 Penalty: 3188.731445
	Iteration 12Q: 3 clusters Score -2353885 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2353987.500000 Penalty: 3188.731445
	Iteration 13Q: 3 clusters Score -2353988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2354049.500000 Penalty: 3188.731445
	Iteration 14Q: 3 clusters Score -2354050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2354101.500000 Penalty: 3188.731445
	Iteration 15Q: 3 clusters Score -2354102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2354141.750000 Penalty: 3188.731445
	Iteration 16Q: 3 clusters Score -2354142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2354175.750000 Penalty: 3188.731445
	Iteration 17Q: 3 clusters Score -2354176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2354197.750000 Penalty: 3188.731445
	Iteration 18Q: 3 clusters Score -2354198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2354207.500000 Penalty: 3188.731445
	Iteration 19Q: 3 clusters Score -2354208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2354213.000000 Penalty: 3188.731445
	Iteration 20F: 3 clusters Score -2354213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2354223.000000 Penalty: 3188.731445
	Iteration 21Q: 3 clusters Score -2354223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2354234.250000 Penalty: 3188.731445
	Iteration 22Q: 3 clusters Score -2354234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2354241.250000 Penalty: 3188.731445
	Iteration 23Q: 3 clusters Score -2354241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2354256.500000 Penalty: 3188.731445
	Iteration 24Q: 3 clusters Score -2354256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2354265.250000 Penalty: 3188.731445
	Iteration 25Q: 3 clusters Score -2354265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2354267.250000 Penalty: 3188.731445
	Iteration 26Q: 3 clusters Score -2354267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2354268.250000 Penalty: 3188.731445
	Iteration 27Q: 3 clusters Score -2354268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2354271.750000 Penalty: 3188.731445
	Iteration 28Q: 3 clusters Score -2354272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2354279.750000 Penalty: 3188.731445
	Iteration 29Q: 3 clusters Score -2354280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2354280.500000 Penalty: 3188.731445
	Iteration 30Q: 3 clusters Score -2354280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2354284.750000 Penalty: 3188.731445
	Iteration 31Q: 3 clusters Score -2354285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2354289.250000 Penalty: 3188.731445
	Iteration 32Q: 3 clusters Score -2354289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2354289.250000 Penalty: 3188.731445
	Iteration 33Q: 3 clusters Score -2354289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2354295.750000 Penalty: 3188.731445
	Iteration 34Q: 3 clusters Score -2354296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2354297.000000 Penalty: 3188.731445
	Iteration 35Q: 3 clusters Score -2354297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2354294.500000 Penalty: 3188.731445
	Iteration 36Q: 3 clusters Score -2354294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2354299.750000 Penalty: 3188.731445
	Iteration 37Q: 3 clusters Score -2354300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2354308.500000 Penalty: 3188.731445
	Iteration 38Q: 3 clusters Score -2354308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2354307.500000 Penalty: 3188.731445
	Iteration 39Q: 3 clusters Score -2354308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2354306.500000 Penalty: 3188.731445
	Iteration 40F: 3 clusters Score -2354306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2354307.250000 Penalty: 3188.731445
	Iteration 41Q: 3 clusters Score -2354307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2354306.750000 Penalty: 3188.731445
	Iteration 42Q: 3 clusters Score -2354307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2354309.000000 Penalty: 3188.731445
	Iteration 43Q: 3 clusters Score -2354309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2354309.000000 Penalty: 3188.731445
	Iteration 44Q: 3 clusters Score -2354309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2354310.750000 Penalty: 3188.731445
	Iteration 45Q: 3 clusters Score -2354311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2354313.500000 Penalty: 3188.731445
	Iteration 46Q: 3 clusters Score -2354314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2354314.750000 Penalty: 3188.731445
	Iteration 47Q: 3 clusters Score -2354315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2354314.750000 Penalty: 3188.731445
	Iteration 48F: 3 clusters Score -2354315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Entering Unmasked Estep 
Score: -9305861.000000 Penalty: 1813.164429
	Iteration 0F: 2 clusters Score -9305861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -9260478.000000 Penalty: 3626.328857
	Iteration 0F: 3 clusters Score -9260478 nChanged 33351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -9279517.000000 Penalty: 3626.328857
	Iteration 1F: 3 clusters Score -9279517 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -9280277.000000 Penalty: 3626.328857
	Iteration 2Q: 3 clusters Score -9280277 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -9281214.000000 Penalty: 3626.328857
	Iteration 3Q: 3 clusters Score -9281214 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -9282606.000000 Penalty: 3626.328857
	Iteration 4Q: 3 clusters Score -9282606 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -9284815.000000 Penalty: 3626.328857
	Iteration 5F: 3 clusters Score -9284815 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -9287977.000000 Penalty: 3626.328857
	Iteration 6F: 3 clusters Score -9287977 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -9291891.000000 Penalty: 3626.328857
	Iteration 7F: 3 clusters Score -9291891 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -9295415.000000 Penalty: 3626.328857
	Iteration 8F: 3 clusters Score -9295415 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -9298318.000000 Penalty: 3626.328857
	Iteration 9Q: 3 clusters Score -9298318 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -9300026.000000 Penalty: 3626.328857
	Iteration 10Q: 3 clusters Score -9300026 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -9300974.000000 Penalty: 3626.328857
	Iteration 11Q: 3 clusters Score -9300974 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9301583.000000 Penalty: 3626.328857
	Iteration 12Q: 3 clusters Score -9301583 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -9302135.000000 Penalty: 3626.328857
	Iteration 13Q: 3 clusters Score -9302135 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9302576.000000 Penalty: 3626.328857
	Iteration 14Q: 3 clusters Score -9302576 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9302980.000000 Penalty: 3626.328857
	Iteration 15Q: 3 clusters Score -9302980 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9303301.000000 Penalty: 3626.328857
	Iteration 16Q: 3 clusters Score -9303301 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9303547.000000 Penalty: 3626.328857
	Iteration 17Q: 3 clusters Score -9303547 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9303724.000000 Penalty: 3626.328857
	Iteration 18Q: 3 clusters Score -9303724 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9303930.000000 Penalty: 3626.328857
	Iteration 19Q: 3 clusters Score -9303930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9304038.000000 Penalty: 3626.328857
	Iteration 20F: 3 clusters Score -9304038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9304114.000000 Penalty: 3626.328857
	Iteration 21Q: 3 clusters Score -9304114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9304185.000000 Penalty: 3626.328857
	Iteration 22Q: 3 clusters Score -9304185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9304219.000000 Penalty: 3626.328857
	Iteration 23Q: 3 clusters Score -9304219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9304252.000000 Penalty: 3626.328857
	Iteration 24Q: 3 clusters Score -9304252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9304267.000000 Penalty: 3626.328857
	Iteration 25Q: 3 clusters Score -9304267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9304260.000000 Penalty: 3626.328857
	Iteration 26Q: 3 clusters Score -9304260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9304276.000000 Penalty: 3626.328857
	Iteration 27Q: 3 clusters Score -9304276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9304285.000000 Penalty: 3626.328857
	Iteration 28Q: 3 clusters Score -9304285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9304291.000000 Penalty: 3626.328857
	Iteration 29Q: 3 clusters Score -9304291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9304301.000000 Penalty: 3626.328857
	Iteration 30Q: 3 clusters Score -9304301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9304308.000000 Penalty: 3626.328857
	Iteration 31Q: 3 clusters Score -9304308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9304316.000000 Penalty: 3626.328857
	Iteration 32Q: 3 clusters Score -9304316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9304317.000000 Penalty: 3626.328857
	Iteration 33Q: 3 clusters Score -9304317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9304311.000000 Penalty: 3626.328857
	Iteration 34Q: 3 clusters Score -9304311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9304315.000000 Penalty: 3626.328857
	Iteration 35Q: 3 clusters Score -9304315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9304311.000000 Penalty: 3626.328857
	Iteration 36Q: 3 clusters Score -9304311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9304317.000000 Penalty: 3626.328857
	Iteration 37Q: 3 clusters Score -9304317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9304315.000000 Penalty: 3626.328857
	Iteration 38Q: 3 clusters Score -9304315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9304312.000000 Penalty: 3626.328857
	Iteration 39Q: 3 clusters Score -9304312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9304318.000000 Penalty: 3626.328857
	Iteration 40F: 3 clusters Score -9304318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9304319.000000 Penalty: 3626.328857
	Iteration 41Q: 3 clusters Score -9304319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9304310.000000 Penalty: 3626.328857
	Iteration 42Q: 3 clusters Score -9304310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9304311.000000 Penalty: 3626.328857
	Iteration 43Q: 3 clusters Score -9304311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9304322.000000 Penalty: 3626.328857
	Iteration 44Q: 3 clusters Score -9304322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9304326.000000 Penalty: 3626.328857
	Iteration 45Q: 3 clusters Score -9304326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9304325.000000 Penalty: 3626.328857
	Iteration 46Q: 3 clusters Score -9304325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9304337.000000 Penalty: 3626.328857
	Iteration 47Q: 3 clusters Score -9304337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9304340.000000 Penalty: 3626.328857
	Iteration 48Q: 3 clusters Score -9304340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9304332.000000 Penalty: 3626.328857
	Iteration 49Q: 3 clusters Score -9304332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9304341.000000 Penalty: 3626.328857
	Iteration 50Q: 3 clusters Score -9304341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9304350.000000 Penalty: 3626.328857
	Iteration 51Q: 3 clusters Score -9304350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9304353.000000 Penalty: 3626.328857
	Iteration 52Q: 3 clusters Score -9304353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9304349.000000 Penalty: 3626.328857
	Iteration 53Q: 3 clusters Score -9304349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9304349.000000 Penalty: 3626.328857
	Iteration 54F: 3 clusters Score -9304349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Entering Unmasked Estep 
Score: -8911617.000000 Penalty: 1806.119263
	Iteration 0F: 2 clusters Score -8911617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8867611.000000 Penalty: 3612.238525
	Iteration 0F: 3 clusters Score -8867611 nChanged 31711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -8886334.000000 Penalty: 3612.238525
	Iteration 1F: 3 clusters Score -8886334 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -8887500.000000 Penalty: 3612.238525
	Iteration 2Q: 3 clusters Score -8887500 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8889167.000000 Penalty: 3612.238525
	Iteration 3F: 3 clusters Score -8889167 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -8892134.000000 Penalty: 3612.238525
	Iteration 4F: 3 clusters Score -8892134 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -8896637.000000 Penalty: 3612.238525
	Iteration 5F: 3 clusters Score -8896637 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -8901992.000000 Penalty: 3612.238525
	Iteration 6F: 3 clusters Score -8901992 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8906351.000000 Penalty: 3612.238525
	Iteration 7F: 3 clusters Score -8906351 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8908597.000000 Penalty: 3612.238525
	Iteration 8Q: 3 clusters Score -8908597 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8909477.000000 Penalty: 3612.238525
	Iteration 9Q: 3 clusters Score -8909477 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8909831.000000 Penalty: 3612.238525
	Iteration 10Q: 3 clusters Score -8909831 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8909931.000000 Penalty: 3612.238525
	Iteration 11Q: 3 clusters Score -8909931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8909981.000000 Penalty: 3612.238525
	Iteration 12Q: 3 clusters Score -8909981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8910003.000000 Penalty: 3612.238525
	Iteration 13Q: 3 clusters Score -8910003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8910029.000000 Penalty: 3612.238525
	Iteration 14Q: 3 clusters Score -8910029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8910033.000000 Penalty: 3612.238525
	Iteration 15Q: 3 clusters Score -8910033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8910049.000000 Penalty: 3612.238525
	Iteration 16Q: 3 clusters Score -8910049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8910054.000000 Penalty: 3612.238525
	Iteration 17Q: 3 clusters Score -8910054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8910054.000000 Penalty: 3612.238525
	Iteration 18Q: 3 clusters Score -8910054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8910056.000000 Penalty: 3612.238525
	Iteration 19Q: 3 clusters Score -8910056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8910055.000000 Penalty: 3612.238525
	Iteration 20F: 3 clusters Score -8910055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8910057.000000 Penalty: 3612.238525
	Iteration 21Q: 3 clusters Score -8910057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8910055.000000 Penalty: 3612.238525
	Iteration 22Q: 3 clusters Score -8910055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8910055.000000 Penalty: 3612.238525
	Iteration 23F: 3 clusters Score -8910055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20246.341797 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20246.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20439.041016 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20439.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20479.482422 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20479.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20492.609375 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20492.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20515.789062 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20515.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20519.048828 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20519.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20519.048828 Penalty: 1790.551270
	Iteration 6F: 3 clusters Score -20519.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -1040172.875000 Penalty: 1461.895630
	Iteration 0F: 2 clusters Score -1040173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1034240.062500 Penalty: 2923.791260
	Iteration 0F: 3 clusters Score -1034240 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1035964.250000 Penalty: 2923.791260
	Iteration 1F: 3 clusters Score -1035964 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1036176.125000 Penalty: 2923.791260
	Iteration 2F: 3 clusters Score -1036176 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1036320.750000 Penalty: 2923.791260
	Iteration 3Q: 3 clusters Score -1036321 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1036416.375000 Penalty: 2923.791260
	Iteration 4Q: 3 clusters Score -1036416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1036502.875000 Penalty: 2923.791260
	Iteration 5Q: 3 clusters Score -1036503 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1036578.937500 Penalty: 2923.791260
	Iteration 6Q: 3 clusters Score -1036579 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1036641.687500 Penalty: 2923.791260
	Iteration 7Q: 3 clusters Score -1036642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1036704.500000 Penalty: 2923.791260
	Iteration 8Q: 3 clusters Score -1036704 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1036771.187500 Penalty: 2923.791260
	Iteration 9Q: 3 clusters Score -1036771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1036843.187500 Penalty: 2923.791260
	Iteration 10Q: 3 clusters Score -1036843 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1036925.250000 Penalty: 2923.791260
	Iteration 11Q: 3 clusters Score -1036925 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1037030.062500 Penalty: 2923.791260
	Iteration 12Q: 3 clusters Score -1037030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1037161.625000 Penalty: 2923.791260
	Iteration 13Q: 3 clusters Score -1037162 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1037306.125000 Penalty: 2923.791260
	Iteration 14Q: 3 clusters Score -1037306 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1037463.312500 Penalty: 2923.791260
	Iteration 15Q: 3 clusters Score -1037463 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1037644.125000 Penalty: 2923.791260
	Iteration 16Q: 3 clusters Score -1037644 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1037827.062500 Penalty: 2923.791260
	Iteration 17Q: 3 clusters Score -1037827 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1038006.312500 Penalty: 2923.791260
	Iteration 18Q: 3 clusters Score -1038006 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1038167.250000 Penalty: 2923.791260
	Iteration 19Q: 3 clusters Score -1038167 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1038294.687500 Penalty: 2923.791260
	Iteration 20F: 3 clusters Score -1038295 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1038403.687500 Penalty: 2923.791260
	Iteration 21Q: 3 clusters Score -1038404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1038508.375000 Penalty: 2923.791260
	Iteration 22Q: 3 clusters Score -1038508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1038622.000000 Penalty: 2923.791260
	Iteration 23Q: 3 clusters Score -1038622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1038701.875000 Penalty: 2923.791260
	Iteration 24Q: 3 clusters Score -1038702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1038751.312500 Penalty: 2923.791260
	Iteration 25Q: 3 clusters Score -1038751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1038791.500000 Penalty: 2923.791260
	Iteration 26Q: 3 clusters Score -1038792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1038816.750000 Penalty: 2923.791260
	Iteration 27Q: 3 clusters Score -1038817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1038837.562500 Penalty: 2923.791260
	Iteration 28Q: 3 clusters Score -1038838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1038857.000000 Penalty: 2923.791260
	Iteration 29Q: 3 clusters Score -1038857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1038874.562500 Penalty: 2923.791260
	Iteration 30Q: 3 clusters Score -1038875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1038885.937500 Penalty: 2923.791260
	Iteration 31Q: 3 clusters Score -1038886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1038900.187500 Penalty: 2923.791260
	Iteration 32Q: 3 clusters Score -1038900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1038914.375000 Penalty: 2923.791260
	Iteration 33Q: 3 clusters Score -1038914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1038922.812500 Penalty: 2923.791260
	Iteration 34Q: 3 clusters Score -1038923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1038930.750000 Penalty: 2923.791260
	Iteration 35Q: 3 clusters Score -1038931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1038935.437500 Penalty: 2923.791260
	Iteration 36Q: 3 clusters Score -1038935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1038936.875000 Penalty: 2923.791260
	Iteration 37Q: 3 clusters Score -1038937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1038942.562500 Penalty: 2923.791260
	Iteration 38Q: 3 clusters Score -1038943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1038944.687500 Penalty: 2923.791260
	Iteration 39Q: 3 clusters Score -1038945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1038945.562500 Penalty: 2923.791260
	Iteration 40F: 3 clusters Score -1038946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Entering Unmasked Estep 
Score: -2249176.250000 Penalty: 1591.625854
	Iteration 0F: 2 clusters Score -2249176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2237025.500000 Penalty: 3183.251709
	Iteration 0F: 3 clusters Score -2237026 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2241200.500000 Penalty: 3183.251709
	Iteration 1F: 3 clusters Score -2241200 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2241490.000000 Penalty: 3183.251709
	Iteration 2Q: 3 clusters Score -2241490 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2241753.000000 Penalty: 3183.251709
	Iteration 3Q: 3 clusters Score -2241753 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2242045.750000 Penalty: 3183.251709
	Iteration 4Q: 3 clusters Score -2242046 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2242428.250000 Penalty: 3183.251709
	Iteration 5Q: 3 clusters Score -2242428 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2242951.500000 Penalty: 3183.251709
	Iteration 6Q: 3 clusters Score -2242952 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2243744.250000 Penalty: 3183.251709
	Iteration 7F: 3 clusters Score -2243744 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2244619.500000 Penalty: 3183.251709
	Iteration 8F: 3 clusters Score -2244620 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2245577.500000 Penalty: 3183.251709
	Iteration 9F: 3 clusters Score -2245578 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2246456.500000 Penalty: 3183.251709
	Iteration 10F: 3 clusters Score -2246456 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2247049.250000 Penalty: 3183.251709
	Iteration 11Q: 3 clusters Score -2247049 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2247412.500000 Penalty: 3183.251709
	Iteration 12Q: 3 clusters Score -2247412 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2247606.250000 Penalty: 3183.251709
	Iteration 13Q: 3 clusters Score -2247606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2247694.750000 Penalty: 3183.251709
	Iteration 14Q: 3 clusters Score -2247695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2247745.500000 Penalty: 3183.251709
	Iteration 15Q: 3 clusters Score -2247746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2247781.000000 Penalty: 3183.251709
	Iteration 16Q: 3 clusters Score -2247781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2247795.750000 Penalty: 3183.251709
	Iteration 17Q: 3 clusters Score -2247796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2247806.000000 Penalty: 3183.251709
	Iteration 18Q: 3 clusters Score -2247806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2247811.750000 Penalty: 3183.251709
	Iteration 19Q: 3 clusters Score -2247812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2247824.000000 Penalty: 3183.251709
	Iteration 20F: 3 clusters Score -2247824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2247832.250000 Penalty: 3183.251709
	Iteration 21Q: 3 clusters Score -2247832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2247837.250000 Penalty: 3183.251709
	Iteration 22Q: 3 clusters Score -2247837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2247837.250000 Penalty: 3183.251709
	Iteration 23F: 3 clusters Score -2247837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Entering Unmasked Estep 
Score: -9028464.000000 Penalty: 1814.769531
	Iteration 0F: 2 clusters Score -9028464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8981199.000000 Penalty: 3629.539062
	Iteration 0F: 3 clusters Score -8981199 nChanged 33792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -9000533.000000 Penalty: 3629.539062
	Iteration 1F: 3 clusters Score -9000533 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -9001458.000000 Penalty: 3629.539062
	Iteration 2Q: 3 clusters Score -9001458 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -9002717.000000 Penalty: 3629.539062
	Iteration 3Q: 3 clusters Score -9002717 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -9004408.000000 Penalty: 3629.539062
	Iteration 4F: 3 clusters Score -9004408 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -9006327.000000 Penalty: 3629.539062
	Iteration 5F: 3 clusters Score -9006327 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9008383.000000 Penalty: 3629.539062
	Iteration 6F: 3 clusters Score -9008383 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -9010290.000000 Penalty: 3629.539062
	Iteration 7F: 3 clusters Score -9010290 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -9011999.000000 Penalty: 3629.539062
	Iteration 8Q: 3 clusters Score -9011999 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -9013409.000000 Penalty: 3629.539062
	Iteration 9Q: 3 clusters Score -9013409 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -9014846.000000 Penalty: 3629.539062
	Iteration 10Q: 3 clusters Score -9014846 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -9016270.000000 Penalty: 3629.539062
	Iteration 11Q: 3 clusters Score -9016270 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -9017578.000000 Penalty: 3629.539062
	Iteration 12Q: 3 clusters Score -9017578 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -9018518.000000 Penalty: 3629.539062
	Iteration 13Q: 3 clusters Score -9018518 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -9019255.000000 Penalty: 3629.539062
	Iteration 14Q: 3 clusters Score -9019255 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -9019704.000000 Penalty: 3629.539062
	Iteration 15Q: 3 clusters Score -9019704 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -9020137.000000 Penalty: 3629.539062
	Iteration 16Q: 3 clusters Score -9020137 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -9020530.000000 Penalty: 3629.539062
	Iteration 17Q: 3 clusters Score -9020530 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -9020877.000000 Penalty: 3629.539062
	Iteration 18Q: 3 clusters Score -9020877 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -9021193.000000 Penalty: 3629.539062
	Iteration 19Q: 3 clusters Score -9021193 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -9021523.000000 Penalty: 3629.539062
	Iteration 20F: 3 clusters Score -9021523 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -9021803.000000 Penalty: 3629.539062
	Iteration 21Q: 3 clusters Score -9021803 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -9022138.000000 Penalty: 3629.539062
	Iteration 22Q: 3 clusters Score -9022138 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -9022411.000000 Penalty: 3629.539062
	Iteration 23Q: 3 clusters Score -9022411 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -9022693.000000 Penalty: 3629.539062
	Iteration 24Q: 3 clusters Score -9022693 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -9023034.000000 Penalty: 3629.539062
	Iteration 25Q: 3 clusters Score -9023034 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -9023358.000000 Penalty: 3629.539062
	Iteration 26Q: 3 clusters Score -9023358 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -9023649.000000 Penalty: 3629.539062
	Iteration 27Q: 3 clusters Score -9023649 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -9023950.000000 Penalty: 3629.539062
	Iteration 28Q: 3 clusters Score -9023950 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -9024227.000000 Penalty: 3629.539062
	Iteration 29Q: 3 clusters Score -9024227 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -9024532.000000 Penalty: 3629.539062
	Iteration 30Q: 3 clusters Score -9024532 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -9024775.000000 Penalty: 3629.539062
	Iteration 31Q: 3 clusters Score -9024775 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -9025048.000000 Penalty: 3629.539062
	Iteration 32Q: 3 clusters Score -9025048 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -9025382.000000 Penalty: 3629.539062
	Iteration 33Q: 3 clusters Score -9025382 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -9025618.000000 Penalty: 3629.539062
	Iteration 34Q: 3 clusters Score -9025618 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -9025895.000000 Penalty: 3629.539062
	Iteration 35Q: 3 clusters Score -9025895 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -9026153.000000 Penalty: 3629.539062
	Iteration 36Q: 3 clusters Score -9026153 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -9026363.000000 Penalty: 3629.539062
	Iteration 37Q: 3 clusters Score -9026363 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -9026543.000000 Penalty: 3629.539062
	Iteration 38Q: 3 clusters Score -9026543 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -9026715.000000 Penalty: 3629.539062
	Iteration 39Q: 3 clusters Score -9026715 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -9026832.000000 Penalty: 3629.539062
	Iteration 40F: 3 clusters Score -9026832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -9026929.000000 Penalty: 3629.539062
	Iteration 41Q: 3 clusters Score -9026929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -9026979.000000 Penalty: 3629.539062
	Iteration 42Q: 3 clusters Score -9026979 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9027057.000000 Penalty: 3629.539062
	Iteration 43Q: 3 clusters Score -9027057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -9027137.000000 Penalty: 3629.539062
	Iteration 44Q: 3 clusters Score -9027137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -9027142.000000 Penalty: 3629.539062
	Iteration 45Q: 3 clusters Score -9027142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -9027197.000000 Penalty: 3629.539062
	Iteration 46Q: 3 clusters Score -9027197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -9027249.000000 Penalty: 3629.539062
	Iteration 47Q: 3 clusters Score -9027249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -9027322.000000 Penalty: 3629.539062
	Iteration 48Q: 3 clusters Score -9027322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -9027380.000000 Penalty: 3629.539062
	Iteration 49Q: 3 clusters Score -9027380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -9027406.000000 Penalty: 3629.539062
	Iteration 50Q: 3 clusters Score -9027406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -9027428.000000 Penalty: 3629.539062
	Iteration 51Q: 3 clusters Score -9027428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -9027440.000000 Penalty: 3629.539062
	Iteration 52Q: 3 clusters Score -9027440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -9027444.000000 Penalty: 3629.539062
	Iteration 53Q: 3 clusters Score -9027444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -9027446.000000 Penalty: 3629.539062
	Iteration 54Q: 3 clusters Score -9027446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -9027446.000000 Penalty: 3629.539062
	Iteration 55Q: 3 clusters Score -9027446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -9027462.000000 Penalty: 3629.539062
	Iteration 56Q: 3 clusters Score -9027462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -9027459.000000 Penalty: 3629.539062
	Iteration 57Q: 3 clusters Score -9027459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -9027465.000000 Penalty: 3629.539062
	Iteration 58Q: 3 clusters Score -9027465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -9027464.000000 Penalty: 3629.539062
	Iteration 59Q: 3 clusters Score -9027464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -9027458.000000 Penalty: 3629.539062
	Iteration 60F: 3 clusters Score -9027458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9027462.000000 Penalty: 3629.539062
	Iteration 61Q: 3 clusters Score -9027462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -9027464.000000 Penalty: 3629.539062
	Iteration 62Q: 3 clusters Score -9027464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -9027466.000000 Penalty: 3629.539062
	Iteration 63Q: 3 clusters Score -9027466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -9027467.000000 Penalty: 3629.539062
	Iteration 64Q: 3 clusters Score -9027467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9027475.000000 Penalty: 3629.539062
	Iteration 65Q: 3 clusters Score -9027475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -9027468.000000 Penalty: 3629.539062
	Iteration 66Q: 3 clusters Score -9027468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -9027484.000000 Penalty: 3629.539062
	Iteration 67Q: 3 clusters Score -9027484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9027479.000000 Penalty: 3629.539062
	Iteration 68Q: 3 clusters Score -9027479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -9027497.000000 Penalty: 3629.539062
	Iteration 69Q: 3 clusters Score -9027497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -9027498.000000 Penalty: 3629.539062
	Iteration 70Q: 3 clusters Score -9027498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -9027505.000000 Penalty: 3629.539062
	Iteration 71Q: 3 clusters Score -9027505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -9027497.000000 Penalty: 3629.539062
	Iteration 72Q: 3 clusters Score -9027497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -9027499.000000 Penalty: 3629.539062
	Iteration 73Q: 3 clusters Score -9027499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -9027503.000000 Penalty: 3629.539062
	Iteration 74Q: 3 clusters Score -9027503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -9027506.000000 Penalty: 3629.539062
	Iteration 75Q: 3 clusters Score -9027506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -9027518.000000 Penalty: 3629.539062
	Iteration 76Q: 3 clusters Score -9027518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -9027507.000000 Penalty: 3629.539062
	Iteration 77Q: 3 clusters Score -9027507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9027516.000000 Penalty: 3629.539062
	Iteration 78Q: 3 clusters Score -9027516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -9027520.000000 Penalty: 3629.539062
	Iteration 79Q: 3 clusters Score -9027520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -9027518.000000 Penalty: 3629.539062
	Iteration 80F: 3 clusters Score -9027518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -9027522.000000 Penalty: 3629.539062
	Iteration 81Q: 3 clusters Score -9027522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -9027522.000000 Penalty: 3629.539062
	Iteration 82F: 3 clusters Score -9027522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Entering Unmasked Estep 
Score: -722063.250000 Penalty: 1405.563843
	Iteration 0F: 2 clusters Score -722063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -717645.000000 Penalty: 2811.127686
	Iteration 0F: 3 clusters Score -717645 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -718941.625000 Penalty: 2811.127686
	Iteration 1F: 3 clusters Score -718941.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -719151.437500 Penalty: 2811.127686
	Iteration 2F: 3 clusters Score -719151.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -719312.312500 Penalty: 2811.127686
	Iteration 3F: 3 clusters Score -719312.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -719468.125000 Penalty: 2811.127686
	Iteration 4Q: 3 clusters Score -719468.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -719642.875000 Penalty: 2811.127686
	Iteration 5Q: 3 clusters Score -719642.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -719822.937500 Penalty: 2811.127686
	Iteration 6Q: 3 clusters Score -719822.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -720004.250000 Penalty: 2811.127686
	Iteration 7Q: 3 clusters Score -720004.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -720188.750000 Penalty: 2811.127686
	Iteration 8Q: 3 clusters Score -720188.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -720354.500000 Penalty: 2811.127686
	Iteration 9Q: 3 clusters Score -720354.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -720499.937500 Penalty: 2811.127686
	Iteration 10Q: 3 clusters Score -720499.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -720635.437500 Penalty: 2811.127686
	Iteration 11Q: 3 clusters Score -720635.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -720747.875000 Penalty: 2811.127686
	Iteration 12Q: 3 clusters Score -720747.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -720849.625000 Penalty: 2811.127686
	Iteration 13Q: 3 clusters Score -720849.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -720925.750000 Penalty: 2811.127686
	Iteration 14Q: 3 clusters Score -720925.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -720977.375000 Penalty: 2811.127686
	Iteration 15Q: 3 clusters Score -720977.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -721013.187500 Penalty: 2811.127686
	Iteration 16Q: 3 clusters Score -721013.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -721033.250000 Penalty: 2811.127686
	Iteration 17Q: 3 clusters Score -721033.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -721040.937500 Penalty: 2811.127686
	Iteration 18Q: 3 clusters Score -721040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -721048.312500 Penalty: 2811.127686
	Iteration 19Q: 3 clusters Score -721048.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -721061.375000 Penalty: 2811.127686
	Iteration 20F: 3 clusters Score -721061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -721075.812500 Penalty: 2811.127686
	Iteration 21Q: 3 clusters Score -721075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -721085.562500 Penalty: 2811.127686
	Iteration 22Q: 3 clusters Score -721085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -721094.875000 Penalty: 2811.127686
	Iteration 23Q: 3 clusters Score -721094.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -721102.125000 Penalty: 2811.127686
	Iteration 24Q: 3 clusters Score -721102.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -721116.187500 Penalty: 2811.127686
	Iteration 25Q: 3 clusters Score -721116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -721127.687500 Penalty: 2811.127686
	Iteration 26Q: 3 clusters Score -721127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -721135.375000 Penalty: 2811.127686
	Iteration 27Q: 3 clusters Score -721135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -721143.000000 Penalty: 2811.127686
	Iteration 28Q: 3 clusters Score -721143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -721148.750000 Penalty: 2811.127686
	Iteration 29Q: 3 clusters Score -721148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -721153.062500 Penalty: 2811.127686
	Iteration 30Q: 3 clusters Score -721153.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -721157.937500 Penalty: 2811.127686
	Iteration 31Q: 3 clusters Score -721157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -721163.562500 Penalty: 2811.127686
	Iteration 32Q: 3 clusters Score -721163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -721169.625000 Penalty: 2811.127686
	Iteration 33Q: 3 clusters Score -721169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -721172.250000 Penalty: 2811.127686
	Iteration 34Q: 3 clusters Score -721172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -721176.125000 Penalty: 2811.127686
	Iteration 35Q: 3 clusters Score -721176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -721177.062500 Penalty: 2811.127686
	Iteration 36Q: 3 clusters Score -721177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -721178.312500 Penalty: 2811.127686
	Iteration 37Q: 3 clusters Score -721178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -721178.875000 Penalty: 2811.127686
	Iteration 38Q: 3 clusters Score -721178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -721179.875000 Penalty: 2811.127686
	Iteration 39Q: 3 clusters Score -721179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -721182.375000 Penalty: 2811.127686
	Iteration 40F: 3 clusters Score -721182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -721182.250000 Penalty: 2811.127686
	Iteration 41Q: 3 clusters Score -721182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -721184.937500 Penalty: 2811.127686
	Iteration 42Q: 3 clusters Score -721184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -721184.937500 Penalty: 2811.127686
	Iteration 43F: 3 clusters Score -721184.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -195467.406250 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -195467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193595.921875 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -193595.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194194.812500 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -194194.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -194356.843750 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -194356.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194435.609375 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -194435.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194499.578125 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -194499.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -194540.031250 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -194540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194567.984375 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -194568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -194592.703125 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -194592.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -194620.671875 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -194620.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -194648.468750 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -194648.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194672.343750 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -194672.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194705.890625 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -194705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194728.718750 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -194728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -194739.812500 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -194739.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -194747.562500 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -194747.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194752.468750 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -194752.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -194758.000000 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -194758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -194763.968750 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -194764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194773.656250 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -194773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194780.656250 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -194780.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -194791.203125 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -194791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194797.875000 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -194797.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194802.187500 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -194802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194807.125000 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -194807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -194812.859375 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -194812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194821.187500 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -194821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -194824.843750 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -194824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194832.218750 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -194832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194836.406250 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -194836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194837.921875 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -194837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194840.984375 Penalty: 2422.219238
	Iteration 30Q: 3 clusters Score -194841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194844.234375 Penalty: 2422.219238
	Iteration 31Q: 3 clusters Score -194844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -194849.812500 Penalty: 2422.219238
	Iteration 32Q: 3 clusters Score -194849.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194855.578125 Penalty: 2422.219238
	Iteration 33Q: 3 clusters Score -194855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194862.062500 Penalty: 2422.219238
	Iteration 34Q: 3 clusters Score -194862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194869.906250 Penalty: 2422.219238
	Iteration 35Q: 3 clusters Score -194869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194872.031250 Penalty: 2422.219238
	Iteration 36Q: 3 clusters Score -194872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194872.031250 Penalty: 2422.219238
	Iteration 37F: 3 clusters Score -194872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Entering Unmasked Estep 
Score: -2832939.750000 Penalty: 1623.313110
	Iteration 0F: 2 clusters Score -2832940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2818193.000000 Penalty: 3246.626221
	Iteration 0F: 3 clusters Score -2818193 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2823502.000000 Penalty: 3246.626221
	Iteration 1F: 3 clusters Score -2823502 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2823792.750000 Penalty: 3246.626221
	Iteration 2Q: 3 clusters Score -2823793 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2824116.500000 Penalty: 3246.626221
	Iteration 3Q: 3 clusters Score -2824116 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2824501.500000 Penalty: 3246.626221
	Iteration 4Q: 3 clusters Score -2824502 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2825038.500000 Penalty: 3246.626221
	Iteration 5Q: 3 clusters Score -2825038 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2825768.250000 Penalty: 3246.626221
	Iteration 6F: 3 clusters Score -2825768 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2826726.750000 Penalty: 3246.626221
	Iteration 7F: 3 clusters Score -2826727 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2827772.750000 Penalty: 3246.626221
	Iteration 8F: 3 clusters Score -2827773 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2828797.250000 Penalty: 3246.626221
	Iteration 9F: 3 clusters Score -2828797 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2829591.000000 Penalty: 3246.626221
	Iteration 10Q: 3 clusters Score -2829591 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2830191.000000 Penalty: 3246.626221
	Iteration 11Q: 3 clusters Score -2830191 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2830609.000000 Penalty: 3246.626221
	Iteration 12Q: 3 clusters Score -2830609 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2830877.000000 Penalty: 3246.626221
	Iteration 13Q: 3 clusters Score -2830877 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2831084.250000 Penalty: 3246.626221
	Iteration 14Q: 3 clusters Score -2831084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2831208.750000 Penalty: 3246.626221
	Iteration 15Q: 3 clusters Score -2831209 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2831275.500000 Penalty: 3246.626221
	Iteration 16Q: 3 clusters Score -2831276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2831336.250000 Penalty: 3246.626221
	Iteration 17Q: 3 clusters Score -2831336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2831387.000000 Penalty: 3246.626221
	Iteration 18Q: 3 clusters Score -2831387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2831416.000000 Penalty: 3246.626221
	Iteration 19Q: 3 clusters Score -2831416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2831449.000000 Penalty: 3246.626221
	Iteration 20F: 3 clusters Score -2831449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2831478.250000 Penalty: 3246.626221
	Iteration 21Q: 3 clusters Score -2831478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2831491.500000 Penalty: 3246.626221
	Iteration 22Q: 3 clusters Score -2831492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2831513.250000 Penalty: 3246.626221
	Iteration 23Q: 3 clusters Score -2831513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2831533.750000 Penalty: 3246.626221
	Iteration 24Q: 3 clusters Score -2831534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2831549.750000 Penalty: 3246.626221
	Iteration 25Q: 3 clusters Score -2831550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2831563.500000 Penalty: 3246.626221
	Iteration 26Q: 3 clusters Score -2831564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2831570.500000 Penalty: 3246.626221
	Iteration 27Q: 3 clusters Score -2831570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2831579.000000 Penalty: 3246.626221
	Iteration 28Q: 3 clusters Score -2831579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2831584.500000 Penalty: 3246.626221
	Iteration 29Q: 3 clusters Score -2831584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2831595.000000 Penalty: 3246.626221
	Iteration 30Q: 3 clusters Score -2831595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2831600.500000 Penalty: 3246.626221
	Iteration 31Q: 3 clusters Score -2831600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2831612.250000 Penalty: 3246.626221
	Iteration 32Q: 3 clusters Score -2831612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2831610.250000 Penalty: 3246.626221
	Iteration 33Q: 3 clusters Score -2831610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2831612.250000 Penalty: 3246.626221
	Iteration 34Q: 3 clusters Score -2831612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2831613.250000 Penalty: 3246.626221
	Iteration 35Q: 3 clusters Score -2831613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2831611.000000 Penalty: 3246.626221
	Iteration 36Q: 3 clusters Score -2831611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2831613.000000 Penalty: 3246.626221
	Iteration 37Q: 3 clusters Score -2831613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2831616.000000 Penalty: 3246.626221
	Iteration 38Q: 3 clusters Score -2831616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2831617.250000 Penalty: 3246.626221
	Iteration 39Q: 3 clusters Score -2831617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2831619.500000 Penalty: 3246.626221
	Iteration 40F: 3 clusters Score -2831620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2831621.000000 Penalty: 3246.626221
	Iteration 41Q: 3 clusters Score -2831621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2831623.750000 Penalty: 3246.626221
	Iteration 42Q: 3 clusters Score -2831624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2831626.250000 Penalty: 3246.626221
	Iteration 43Q: 3 clusters Score -2831626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2831632.250000 Penalty: 3246.626221
	Iteration 44Q: 3 clusters Score -2831632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2831635.250000 Penalty: 3246.626221
	Iteration 45Q: 3 clusters Score -2831635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2831636.000000 Penalty: 3246.626221
	Iteration 46Q: 3 clusters Score -2831636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2831641.250000 Penalty: 3246.626221
	Iteration 47Q: 3 clusters Score -2831641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2831640.000000 Penalty: 3246.626221
	Iteration 48Q: 3 clusters Score -2831640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2831644.500000 Penalty: 3246.626221
	Iteration 49Q: 3 clusters Score -2831644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2831648.250000 Penalty: 3246.626221
	Iteration 50Q: 3 clusters Score -2831648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2831647.750000 Penalty: 3246.626221
	Iteration 51Q: 3 clusters Score -2831648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2831647.750000 Penalty: 3246.626221
	Iteration 52F: 3 clusters Score -2831648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -869719.375000 Penalty: 1429.282104
	Iteration 0F: 2 clusters Score -869719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -864716.250000 Penalty: 2858.564209
	Iteration 0F: 3 clusters Score -864716.2 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -866155.125000 Penalty: 2858.564209
	Iteration 1F: 3 clusters Score -866155.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -866355.062500 Penalty: 2858.564209
	Iteration 2F: 3 clusters Score -866355.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -866498.937500 Penalty: 2858.564209
	Iteration 3F: 3 clusters Score -866498.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -866616.687500 Penalty: 2858.564209
	Iteration 4Q: 3 clusters Score -866616.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -866734.625000 Penalty: 2858.564209
	Iteration 5Q: 3 clusters Score -866734.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -866826.125000 Penalty: 2858.564209
	Iteration 6Q: 3 clusters Score -866826.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -866916.687500 Penalty: 2858.564209
	Iteration 7Q: 3 clusters Score -866916.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -867025.562500 Penalty: 2858.564209
	Iteration 8Q: 3 clusters Score -867025.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -867138.000000 Penalty: 2858.564209
	Iteration 9Q: 3 clusters Score -867138 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -867252.500000 Penalty: 2858.564209
	Iteration 10Q: 3 clusters Score -867252.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -867361.937500 Penalty: 2858.564209
	Iteration 11Q: 3 clusters Score -867361.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -867480.375000 Penalty: 2858.564209
	Iteration 12Q: 3 clusters Score -867480.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -867619.312500 Penalty: 2858.564209
	Iteration 13Q: 3 clusters Score -867619.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -867752.937500 Penalty: 2858.564209
	Iteration 14Q: 3 clusters Score -867752.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -867886.812500 Penalty: 2858.564209
	Iteration 15Q: 3 clusters Score -867886.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -867994.125000 Penalty: 2858.564209
	Iteration 16Q: 3 clusters Score -867994.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -868073.937500 Penalty: 2858.564209
	Iteration 17Q: 3 clusters Score -868073.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -868132.562500 Penalty: 2858.564209
	Iteration 18Q: 3 clusters Score -868132.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -868182.437500 Penalty: 2858.564209
	Iteration 19Q: 3 clusters Score -868182.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -868221.437500 Penalty: 2858.564209
	Iteration 20F: 3 clusters Score -868221.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -868258.750000 Penalty: 2858.564209
	Iteration 21Q: 3 clusters Score -868258.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -868286.875000 Penalty: 2858.564209
	Iteration 22Q: 3 clusters Score -868286.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -868312.125000 Penalty: 2858.564209
	Iteration 23Q: 3 clusters Score -868312.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -868328.000000 Penalty: 2858.564209
	Iteration 24Q: 3 clusters Score -868328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -868341.437500 Penalty: 2858.564209
	Iteration 25Q: 3 clusters Score -868341.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -868353.937500 Penalty: 2858.564209
	Iteration 26Q: 3 clusters Score -868353.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -868359.875000 Penalty: 2858.564209
	Iteration 27Q: 3 clusters Score -868359.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -868369.500000 Penalty: 2858.564209
	Iteration 28Q: 3 clusters Score -868369.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -868376.437500 Penalty: 2858.564209
	Iteration 29Q: 3 clusters Score -868376.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -868380.187500 Penalty: 2858.564209
	Iteration 30Q: 3 clusters Score -868380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -868383.062500 Penalty: 2858.564209
	Iteration 31Q: 3 clusters Score -868383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -868389.062500 Penalty: 2858.564209
	Iteration 32Q: 3 clusters Score -868389.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -868396.937500 Penalty: 2858.564209
	Iteration 33Q: 3 clusters Score -868396.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -868400.625000 Penalty: 2858.564209
	Iteration 34Q: 3 clusters Score -868400.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -868402.875000 Penalty: 2858.564209
	Iteration 35Q: 3 clusters Score -868402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -868405.687500 Penalty: 2858.564209
	Iteration 36Q: 3 clusters Score -868405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -868407.375000 Penalty: 2858.564209
	Iteration 37Q: 3 clusters Score -868407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -868408.500000 Penalty: 2858.564209
	Iteration 38Q: 3 clusters Score -868408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -868411.375000 Penalty: 2858.564209
	Iteration 39Q: 3 clusters Score -868411.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -868410.375000 Penalty: 2858.564209
	Iteration 40F: 3 clusters Score -868410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -868413.312500 Penalty: 2858.564209
	Iteration 41Q: 3 clusters Score -868413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -868414.500000 Penalty: 2858.564209
	Iteration 42Q: 3 clusters Score -868414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -868417.000000 Penalty: 2858.564209
	Iteration 43Q: 3 clusters Score -868417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -868417.687500 Penalty: 2858.564209
	Iteration 44Q: 3 clusters Score -868417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -868419.000000 Penalty: 2858.564209
	Iteration 45Q: 3 clusters Score -868419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -868419.625000 Penalty: 2858.564209
	Iteration 46Q: 3 clusters Score -868419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -868419.375000 Penalty: 2858.564209
	Iteration 47Q: 3 clusters Score -868419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -868418.250000 Penalty: 2858.564209
	Iteration 48Q: 3 clusters Score -868418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -868420.125000 Penalty: 2858.564209
	Iteration 49Q: 3 clusters Score -868420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -868421.437500 Penalty: 2858.564209
	Iteration 50Q: 3 clusters Score -868421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -868420.750000 Penalty: 2858.564209
	Iteration 51Q: 3 clusters Score -868420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -868420.437500 Penalty: 2858.564209
	Iteration 52Q: 3 clusters Score -868420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -868420.875000 Penalty: 2858.564209
	Iteration 53Q: 3 clusters Score -868420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -868420.250000 Penalty: 2858.564209
	Iteration 54Q: 3 clusters Score -868420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -868421.250000 Penalty: 2858.564209
	Iteration 55Q: 3 clusters Score -868421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -868422.500000 Penalty: 2858.564209
	Iteration 56Q: 3 clusters Score -868422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -868423.375000 Penalty: 2858.564209
	Iteration 57Q: 3 clusters Score -868423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -868424.937500 Penalty: 2858.564209
	Iteration 58Q: 3 clusters Score -868424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -868427.812500 Penalty: 2858.564209
	Iteration 59Q: 3 clusters Score -868427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -868428.000000 Penalty: 2858.564209
	Iteration 60F: 3 clusters Score -868428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -868428.250000 Penalty: 2858.564209
	Iteration 61Q: 3 clusters Score -868428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -868427.812500 Penalty: 2858.564209
	Iteration 62Q: 3 clusters Score -868427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -868427.812500 Penalty: 2858.564209
	Iteration 63F: 3 clusters Score -868427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -622432.875000 Penalty: 1379.462402
	Iteration 0F: 2 clusters Score -622432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -618451.187500 Penalty: 2758.924805
	Iteration 0F: 3 clusters Score -618451.2 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -619542.625000 Penalty: 2758.924805
	Iteration 1F: 3 clusters Score -619542.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -619727.875000 Penalty: 2758.924805
	Iteration 2F: 3 clusters Score -619727.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -619881.500000 Penalty: 2758.924805
	Iteration 3F: 3 clusters Score -619881.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -620062.937500 Penalty: 2758.924805
	Iteration 4F: 3 clusters Score -620062.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -620256.562500 Penalty: 2758.924805
	Iteration 5F: 3 clusters Score -620256.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -620422.062500 Penalty: 2758.924805
	Iteration 6F: 3 clusters Score -620422.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -620593.562500 Penalty: 2758.924805
	Iteration 7Q: 3 clusters Score -620593.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -620750.500000 Penalty: 2758.924805
	Iteration 8Q: 3 clusters Score -620750.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -620869.187500 Penalty: 2758.924805
	Iteration 9Q: 3 clusters Score -620869.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -620966.687500 Penalty: 2758.924805
	Iteration 10Q: 3 clusters Score -620966.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -621029.312500 Penalty: 2758.924805
	Iteration 11Q: 3 clusters Score -621029.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -621070.125000 Penalty: 2758.924805
	Iteration 12Q: 3 clusters Score -621070.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -621095.812500 Penalty: 2758.924805
	Iteration 13Q: 3 clusters Score -621095.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -621112.375000 Penalty: 2758.924805
	Iteration 14Q: 3 clusters Score -621112.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -621123.500000 Penalty: 2758.924805
	Iteration 15Q: 3 clusters Score -621123.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -621134.312500 Penalty: 2758.924805
	Iteration 16Q: 3 clusters Score -621134.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -621142.937500 Penalty: 2758.924805
	Iteration 17Q: 3 clusters Score -621142.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -621151.562500 Penalty: 2758.924805
	Iteration 18Q: 3 clusters Score -621151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -621157.562500 Penalty: 2758.924805
	Iteration 19Q: 3 clusters Score -621157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -621164.875000 Penalty: 2758.924805
	Iteration 20F: 3 clusters Score -621164.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -621171.500000 Penalty: 2758.924805
	Iteration 21Q: 3 clusters Score -621171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -621175.562500 Penalty: 2758.924805
	Iteration 22Q: 3 clusters Score -621175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -621179.312500 Penalty: 2758.924805
	Iteration 23Q: 3 clusters Score -621179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -621185.562500 Penalty: 2758.924805
	Iteration 24Q: 3 clusters Score -621185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -621189.187500 Penalty: 2758.924805
	Iteration 25Q: 3 clusters Score -621189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -621195.000000 Penalty: 2758.924805
	Iteration 26Q: 3 clusters Score -621195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -621199.562500 Penalty: 2758.924805
	Iteration 27Q: 3 clusters Score -621199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -621201.750000 Penalty: 2758.924805
	Iteration 28Q: 3 clusters Score -621201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -621204.937500 Penalty: 2758.924805
	Iteration 29Q: 3 clusters Score -621204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -621209.187500 Penalty: 2758.924805
	Iteration 30Q: 3 clusters Score -621209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -621212.875000 Penalty: 2758.924805
	Iteration 31Q: 3 clusters Score -621212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -621216.375000 Penalty: 2758.924805
	Iteration 32Q: 3 clusters Score -621216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -621216.437500 Penalty: 2758.924805
	Iteration 33Q: 3 clusters Score -621216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -621217.000000 Penalty: 2758.924805
	Iteration 34Q: 3 clusters Score -621217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -621217.750000 Penalty: 2758.924805
	Iteration 35Q: 3 clusters Score -621217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -621219.937500 Penalty: 2758.924805
	Iteration 36Q: 3 clusters Score -621219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -621222.062500 Penalty: 2758.924805
	Iteration 37Q: 3 clusters Score -621222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -621225.437500 Penalty: 2758.924805
	Iteration 38Q: 3 clusters Score -621225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -621227.375000 Penalty: 2758.924805
	Iteration 39Q: 3 clusters Score -621227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -621226.875000 Penalty: 2758.924805
	Iteration 40F: 3 clusters Score -621226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -621230.062500 Penalty: 2758.924805
	Iteration 41Q: 3 clusters Score -621230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -621231.312500 Penalty: 2758.924805
	Iteration 42Q: 3 clusters Score -621231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -621231.875000 Penalty: 2758.924805
	Iteration 43Q: 3 clusters Score -621231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -621231.875000 Penalty: 2758.924805
	Iteration 44F: 3 clusters Score -621231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Entering Unmasked Estep 
Score: -1952615.750000 Penalty: 1567.150635
	Iteration 0F: 2 clusters Score -1952616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1942013.500000 Penalty: 3134.301270
	Iteration 0F: 3 clusters Score -1942014 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1945719.250000 Penalty: 3134.301270
	Iteration 1F: 3 clusters Score -1945719 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1946153.500000 Penalty: 3134.301270
	Iteration 2F: 3 clusters Score -1946154 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1946594.125000 Penalty: 3134.301270
	Iteration 3F: 3 clusters Score -1946594 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1946980.750000 Penalty: 3134.301270
	Iteration 4F: 3 clusters Score -1946981 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1947339.625000 Penalty: 3134.301270
	Iteration 5F: 3 clusters Score -1947340 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1947621.750000 Penalty: 3134.301270
	Iteration 6Q: 3 clusters Score -1947622 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1947886.375000 Penalty: 3134.301270
	Iteration 7Q: 3 clusters Score -1947886 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1948116.625000 Penalty: 3134.301270
	Iteration 8Q: 3 clusters Score -1948117 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1948321.000000 Penalty: 3134.301270
	Iteration 9Q: 3 clusters Score -1948321 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1948556.000000 Penalty: 3134.301270
	Iteration 10Q: 3 clusters Score -1948556 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1948794.500000 Penalty: 3134.301270
	Iteration 11Q: 3 clusters Score -1948794 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1949034.250000 Penalty: 3134.301270
	Iteration 12Q: 3 clusters Score -1949034 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1949280.125000 Penalty: 3134.301270
	Iteration 13Q: 3 clusters Score -1949280 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1949551.250000 Penalty: 3134.301270
	Iteration 14Q: 3 clusters Score -1949551 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1949800.875000 Penalty: 3134.301270
	Iteration 15Q: 3 clusters Score -1949801 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1949995.375000 Penalty: 3134.301270
	Iteration 16Q: 3 clusters Score -1949995 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1950175.625000 Penalty: 3134.301270
	Iteration 17Q: 3 clusters Score -1950176 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1950358.250000 Penalty: 3134.301270
	Iteration 18Q: 3 clusters Score -1950358 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1950555.250000 Penalty: 3134.301270
	Iteration 19Q: 3 clusters Score -1950555 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1950769.750000 Penalty: 3134.301270
	Iteration 20F: 3 clusters Score -1950770 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1951013.750000 Penalty: 3134.301270
	Iteration 21Q: 3 clusters Score -1951014 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1951202.500000 Penalty: 3134.301270
	Iteration 22Q: 3 clusters Score -1951202 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1951346.125000 Penalty: 3134.301270
	Iteration 23Q: 3 clusters Score -1951346 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1951442.875000 Penalty: 3134.301270
	Iteration 24Q: 3 clusters Score -1951443 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1951510.375000 Penalty: 3134.301270
	Iteration 25Q: 3 clusters Score -1951510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1951558.875000 Penalty: 3134.301270
	Iteration 26Q: 3 clusters Score -1951559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1951603.500000 Penalty: 3134.301270
	Iteration 27Q: 3 clusters Score -1951604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1951628.125000 Penalty: 3134.301270
	Iteration 28Q: 3 clusters Score -1951628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1951639.125000 Penalty: 3134.301270
	Iteration 29Q: 3 clusters Score -1951639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1951651.000000 Penalty: 3134.301270
	Iteration 30Q: 3 clusters Score -1951651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1951668.125000 Penalty: 3134.301270
	Iteration 31Q: 3 clusters Score -1951668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1951685.375000 Penalty: 3134.301270
	Iteration 32Q: 3 clusters Score -1951685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1951696.625000 Penalty: 3134.301270
	Iteration 33Q: 3 clusters Score -1951697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1951704.000000 Penalty: 3134.301270
	Iteration 34Q: 3 clusters Score -1951704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1951712.750000 Penalty: 3134.301270
	Iteration 35Q: 3 clusters Score -1951713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1951720.875000 Penalty: 3134.301270
	Iteration 36Q: 3 clusters Score -1951721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1951722.625000 Penalty: 3134.301270
	Iteration 37Q: 3 clusters Score -1951723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1951728.875000 Penalty: 3134.301270
	Iteration 38Q: 3 clusters Score -1951729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1951730.000000 Penalty: 3134.301270
	Iteration 39Q: 3 clusters Score -1951730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1951739.000000 Penalty: 3134.301270
	Iteration 40F: 3 clusters Score -1951739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1951737.750000 Penalty: 3134.301270
	Iteration 41Q: 3 clusters Score -1951738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1951740.750000 Penalty: 3134.301270
	Iteration 42Q: 3 clusters Score -1951741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1951741.375000 Penalty: 3134.301270
	Iteration 43Q: 3 clusters Score -1951741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1951743.250000 Penalty: 3134.301270
	Iteration 44Q: 3 clusters Score -1951743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1951745.875000 Penalty: 3134.301270
	Iteration 45Q: 3 clusters Score -1951746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1951745.125000 Penalty: 3134.301270
	Iteration 46Q: 3 clusters Score -1951745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1951745.000000 Penalty: 3134.301270
	Iteration 47Q: 3 clusters Score -1951745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1951745.875000 Penalty: 3134.301270
	Iteration 48Q: 3 clusters Score -1951746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1951747.625000 Penalty: 3134.301270
	Iteration 49Q: 3 clusters Score -1951748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1951747.625000 Penalty: 3134.301270
	Iteration 50F: 3 clusters Score -1951748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Entering Unmasked Estep 
Score: -705478.687500 Penalty: 1408.581787
	Iteration 0F: 2 clusters Score -705478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -700984.562500 Penalty: 2817.163574
	Iteration 0F: 3 clusters Score -700984.6 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -702296.437500 Penalty: 2817.163574
	Iteration 1F: 3 clusters Score -702296.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -702523.937500 Penalty: 2817.163574
	Iteration 2F: 3 clusters Score -702523.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -702716.937500 Penalty: 2817.163574
	Iteration 3F: 3 clusters Score -702716.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -702946.437500 Penalty: 2817.163574
	Iteration 4F: 3 clusters Score -702946.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -703174.875000 Penalty: 2817.163574
	Iteration 5F: 3 clusters Score -703174.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -703403.687500 Penalty: 2817.163574
	Iteration 6F: 3 clusters Score -703403.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -703617.937500 Penalty: 2817.163574
	Iteration 7F: 3 clusters Score -703617.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -703781.562500 Penalty: 2817.163574
	Iteration 8Q: 3 clusters Score -703781.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -703918.250000 Penalty: 2817.163574
	Iteration 9Q: 3 clusters Score -703918.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -704037.875000 Penalty: 2817.163574
	Iteration 10Q: 3 clusters Score -704037.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -704124.875000 Penalty: 2817.163574
	Iteration 11Q: 3 clusters Score -704124.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -704188.687500 Penalty: 2817.163574
	Iteration 12Q: 3 clusters Score -704188.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -704242.812500 Penalty: 2817.163574
	Iteration 13Q: 3 clusters Score -704242.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -704279.750000 Penalty: 2817.163574
	Iteration 14Q: 3 clusters Score -704279.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -704306.250000 Penalty: 2817.163574
	Iteration 15Q: 3 clusters Score -704306.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -704328.812500 Penalty: 2817.163574
	Iteration 16Q: 3 clusters Score -704328.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -704345.062500 Penalty: 2817.163574
	Iteration 17Q: 3 clusters Score -704345.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -704358.750000 Penalty: 2817.163574
	Iteration 18Q: 3 clusters Score -704358.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -704372.750000 Penalty: 2817.163574
	Iteration 19Q: 3 clusters Score -704372.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -704380.250000 Penalty: 2817.163574
	Iteration 20F: 3 clusters Score -704380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -704389.375000 Penalty: 2817.163574
	Iteration 21Q: 3 clusters Score -704389.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -704400.625000 Penalty: 2817.163574
	Iteration 22Q: 3 clusters Score -704400.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -704408.250000 Penalty: 2817.163574
	Iteration 23Q: 3 clusters Score -704408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -704412.750000 Penalty: 2817.163574
	Iteration 24Q: 3 clusters Score -704412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -704419.812500 Penalty: 2817.163574
	Iteration 25Q: 3 clusters Score -704419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -704422.250000 Penalty: 2817.163574
	Iteration 26Q: 3 clusters Score -704422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -704425.625000 Penalty: 2817.163574
	Iteration 27Q: 3 clusters Score -704425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -704427.875000 Penalty: 2817.163574
	Iteration 28Q: 3 clusters Score -704427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -704430.500000 Penalty: 2817.163574
	Iteration 29Q: 3 clusters Score -704430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -704432.812500 Penalty: 2817.163574
	Iteration 30Q: 3 clusters Score -704432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -704432.562500 Penalty: 2817.163574
	Iteration 31Q: 3 clusters Score -704432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -704436.312500 Penalty: 2817.163574
	Iteration 32Q: 3 clusters Score -704436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -704437.375000 Penalty: 2817.163574
	Iteration 33Q: 3 clusters Score -704437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -704436.750000 Penalty: 2817.163574
	Iteration 34Q: 3 clusters Score -704436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -704437.187500 Penalty: 2817.163574
	Iteration 35Q: 3 clusters Score -704437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -704438.187500 Penalty: 2817.163574
	Iteration 36Q: 3 clusters Score -704438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -704438.562500 Penalty: 2817.163574
	Iteration 37Q: 3 clusters Score -704438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -704440.062500 Penalty: 2817.163574
	Iteration 38Q: 3 clusters Score -704440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -704441.375000 Penalty: 2817.163574
	Iteration 39Q: 3 clusters Score -704441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -704442.875000 Penalty: 2817.163574
	Iteration 40F: 3 clusters Score -704442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -704443.875000 Penalty: 2817.163574
	Iteration 41Q: 3 clusters Score -704443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -704444.312500 Penalty: 2817.163574
	Iteration 42Q: 3 clusters Score -704444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -704445.500000 Penalty: 2817.163574
	Iteration 43Q: 3 clusters Score -704445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -704445.500000 Penalty: 2817.163574
	Iteration 44F: 3 clusters Score -704445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Entering Unmasked Estep 
Score: -5591355.500000 Penalty: 1731.678467
	Iteration 0F: 2 clusters Score -5591356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5562938.000000 Penalty: 3463.356934
	Iteration 0F: 3 clusters Score -5562938 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5574319.000000 Penalty: 3463.356934
	Iteration 1F: 3 clusters Score -5574319 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5575139.000000 Penalty: 3463.356934
	Iteration 2Q: 3 clusters Score -5575139 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5576428.000000 Penalty: 3463.356934
	Iteration 3F: 3 clusters Score -5576428 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5578420.500000 Penalty: 3463.356934
	Iteration 4F: 3 clusters Score -5578420 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -5581239.000000 Penalty: 3463.356934
	Iteration 5F: 3 clusters Score -5581239 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5584332.000000 Penalty: 3463.356934
	Iteration 6F: 3 clusters Score -5584332 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5587108.500000 Penalty: 3463.356934
	Iteration 7F: 3 clusters Score -5587108 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5589171.500000 Penalty: 3463.356934
	Iteration 8Q: 3 clusters Score -5589172 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -5590253.000000 Penalty: 3463.356934
	Iteration 9Q: 3 clusters Score -5590253 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5590587.000000 Penalty: 3463.356934
	Iteration 10Q: 3 clusters Score -5590587 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5590717.500000 Penalty: 3463.356934
	Iteration 11Q: 3 clusters Score -5590718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5590797.000000 Penalty: 3463.356934
	Iteration 12Q: 3 clusters Score -5590797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5590820.000000 Penalty: 3463.356934
	Iteration 13Q: 3 clusters Score -5590820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5590847.500000 Penalty: 3463.356934
	Iteration 14Q: 3 clusters Score -5590848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5590870.000000 Penalty: 3463.356934
	Iteration 15Q: 3 clusters Score -5590870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5590887.500000 Penalty: 3463.356934
	Iteration 16Q: 3 clusters Score -5590888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5590890.000000 Penalty: 3463.356934
	Iteration 17Q: 3 clusters Score -5590890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5590886.000000 Penalty: 3463.356934
	Iteration 18Q: 3 clusters Score -5590886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5590880.000000 Penalty: 3463.356934
	Iteration 19Q: 3 clusters Score -5590880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5590882.000000 Penalty: 3463.356934
	Iteration 20F: 3 clusters Score -5590882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5590877.500000 Penalty: 3463.356934
	Iteration 21Q: 3 clusters Score -5590878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5590890.500000 Penalty: 3463.356934
	Iteration 22Q: 3 clusters Score -5590890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5590888.000000 Penalty: 3463.356934
	Iteration 23Q: 3 clusters Score -5590888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5590885.500000 Penalty: 3463.356934
	Iteration 24Q: 3 clusters Score -5590886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5590894.000000 Penalty: 3463.356934
	Iteration 25Q: 3 clusters Score -5590894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5590886.500000 Penalty: 3463.356934
	Iteration 26Q: 3 clusters Score -5590886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5590889.000000 Penalty: 3463.356934
	Iteration 27Q: 3 clusters Score -5590889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5590889.000000 Penalty: 3463.356934
	Iteration 28F: 3 clusters Score -5590889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Entering Unmasked Estep 
Score: -9552340.000000 Penalty: 1817.680542
	Iteration 0F: 2 clusters Score -9552340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -9505410.000000 Penalty: 3635.361084
	Iteration 0F: 3 clusters Score -9505410 nChanged 34243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -9525171.000000 Penalty: 3635.361084
	Iteration 1F: 3 clusters Score -9525171 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -9525993.000000 Penalty: 3635.361084
	Iteration 2Q: 3 clusters Score -9525993 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -9527106.000000 Penalty: 3635.361084
	Iteration 3Q: 3 clusters Score -9527106 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -9529001.000000 Penalty: 3635.361084
	Iteration 4Q: 3 clusters Score -9529001 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -9531877.000000 Penalty: 3635.361084
	Iteration 5F: 3 clusters Score -9531877 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -9535840.000000 Penalty: 3635.361084
	Iteration 6F: 3 clusters Score -9535840 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -9540275.000000 Penalty: 3635.361084
	Iteration 7F: 3 clusters Score -9540275 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -9543855.000000 Penalty: 3635.361084
	Iteration 8F: 3 clusters Score -9543855 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -9546206.000000 Penalty: 3635.361084
	Iteration 9Q: 3 clusters Score -9546206 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -9547572.000000 Penalty: 3635.361084
	Iteration 10Q: 3 clusters Score -9547572 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -9548321.000000 Penalty: 3635.361084
	Iteration 11Q: 3 clusters Score -9548321 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -9548875.000000 Penalty: 3635.361084
	Iteration 12Q: 3 clusters Score -9548875 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -9549308.000000 Penalty: 3635.361084
	Iteration 13Q: 3 clusters Score -9549308 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -9549659.000000 Penalty: 3635.361084
	Iteration 14Q: 3 clusters Score -9549659 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9549898.000000 Penalty: 3635.361084
	Iteration 15Q: 3 clusters Score -9549898 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9550103.000000 Penalty: 3635.361084
	Iteration 16Q: 3 clusters Score -9550103 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9550213.000000 Penalty: 3635.361084
	Iteration 17Q: 3 clusters Score -9550213 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9550321.000000 Penalty: 3635.361084
	Iteration 18Q: 3 clusters Score -9550321 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9550426.000000 Penalty: 3635.361084
	Iteration 19Q: 3 clusters Score -9550426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9550506.000000 Penalty: 3635.361084
	Iteration 20F: 3 clusters Score -9550506 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9550581.000000 Penalty: 3635.361084
	Iteration 21Q: 3 clusters Score -9550581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9550635.000000 Penalty: 3635.361084
	Iteration 22Q: 3 clusters Score -9550635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9550655.000000 Penalty: 3635.361084
	Iteration 23Q: 3 clusters Score -9550655 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9550666.000000 Penalty: 3635.361084
	Iteration 24Q: 3 clusters Score -9550666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9550689.000000 Penalty: 3635.361084
	Iteration 25Q: 3 clusters Score -9550689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9550706.000000 Penalty: 3635.361084
	Iteration 26Q: 3 clusters Score -9550706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9550720.000000 Penalty: 3635.361084
	Iteration 27Q: 3 clusters Score -9550720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9550732.000000 Penalty: 3635.361084
	Iteration 28Q: 3 clusters Score -9550732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9550730.000000 Penalty: 3635.361084
	Iteration 29Q: 3 clusters Score -9550730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9550740.000000 Penalty: 3635.361084
	Iteration 30Q: 3 clusters Score -9550740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9550743.000000 Penalty: 3635.361084
	Iteration 31Q: 3 clusters Score -9550743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9550743.000000 Penalty: 3635.361084
	Iteration 32Q: 3 clusters Score -9550743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9550766.000000 Penalty: 3635.361084
	Iteration 33Q: 3 clusters Score -9550766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9550765.000000 Penalty: 3635.361084
	Iteration 34Q: 3 clusters Score -9550765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9550756.000000 Penalty: 3635.361084
	Iteration 35Q: 3 clusters Score -9550756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9550768.000000 Penalty: 3635.361084
	Iteration 36Q: 3 clusters Score -9550768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9550773.000000 Penalty: 3635.361084
	Iteration 37Q: 3 clusters Score -9550773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9550791.000000 Penalty: 3635.361084
	Iteration 38Q: 3 clusters Score -9550791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9550806.000000 Penalty: 3635.361084
	Iteration 39Q: 3 clusters Score -9550806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9550814.000000 Penalty: 3635.361084
	Iteration 40F: 3 clusters Score -9550814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9550821.000000 Penalty: 3635.361084
	Iteration 41Q: 3 clusters Score -9550821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9550828.000000 Penalty: 3635.361084
	Iteration 42Q: 3 clusters Score -9550828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9550823.000000 Penalty: 3635.361084
	Iteration 43Q: 3 clusters Score -9550823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9550830.000000 Penalty: 3635.361084
	Iteration 44Q: 3 clusters Score -9550830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9550826.000000 Penalty: 3635.361084
	Iteration 45Q: 3 clusters Score -9550826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9550834.000000 Penalty: 3635.361084
	Iteration 46Q: 3 clusters Score -9550834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9550837.000000 Penalty: 3635.361084
	Iteration 47Q: 3 clusters Score -9550837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9550837.000000 Penalty: 3635.361084
	Iteration 48F: 3 clusters Score -9550837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -483751.156250 Penalty: 1348.835938
	Iteration 0F: 2 clusters Score -483751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -480395.437500 Penalty: 2697.671875
	Iteration 0F: 3 clusters Score -480395.4 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -481341.406250 Penalty: 2697.671875
	Iteration 1F: 3 clusters Score -481341.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -481608.593750 Penalty: 2697.671875
	Iteration 2F: 3 clusters Score -481608.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -481803.937500 Penalty: 2697.671875
	Iteration 3F: 3 clusters Score -481803.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -481975.468750 Penalty: 2697.671875
	Iteration 4F: 3 clusters Score -481975.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -482115.250000 Penalty: 2697.671875
	Iteration 5Q: 3 clusters Score -482115.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -482250.468750 Penalty: 2697.671875
	Iteration 6Q: 3 clusters Score -482250.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -482370.593750 Penalty: 2697.671875
	Iteration 7Q: 3 clusters Score -482370.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -482456.750000 Penalty: 2697.671875
	Iteration 8Q: 3 clusters Score -482456.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -482512.093750 Penalty: 2697.671875
	Iteration 9Q: 3 clusters Score -482512.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -482562.312500 Penalty: 2697.671875
	Iteration 10Q: 3 clusters Score -482562.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -482609.093750 Penalty: 2697.671875
	Iteration 11Q: 3 clusters Score -482609.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -482646.750000 Penalty: 2697.671875
	Iteration 12Q: 3 clusters Score -482646.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -482681.906250 Penalty: 2697.671875
	Iteration 13Q: 3 clusters Score -482681.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -482709.937500 Penalty: 2697.671875
	Iteration 14Q: 3 clusters Score -482709.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -482734.375000 Penalty: 2697.671875
	Iteration 15Q: 3 clusters Score -482734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -482755.781250 Penalty: 2697.671875
	Iteration 16Q: 3 clusters Score -482755.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -482773.875000 Penalty: 2697.671875
	Iteration 17Q: 3 clusters Score -482773.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -482786.031250 Penalty: 2697.671875
	Iteration 18Q: 3 clusters Score -482786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -482796.687500 Penalty: 2697.671875
	Iteration 19Q: 3 clusters Score -482796.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -482805.000000 Penalty: 2697.671875
	Iteration 20F: 3 clusters Score -482805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -482811.031250 Penalty: 2697.671875
	Iteration 21Q: 3 clusters Score -482811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -482813.812500 Penalty: 2697.671875
	Iteration 22Q: 3 clusters Score -482813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -482816.687500 Penalty: 2697.671875
	Iteration 23Q: 3 clusters Score -482816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -482817.062500 Penalty: 2697.671875
	Iteration 24Q: 3 clusters Score -482817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -482818.625000 Penalty: 2697.671875
	Iteration 25Q: 3 clusters Score -482818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -482819.718750 Penalty: 2697.671875
	Iteration 26Q: 3 clusters Score -482819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -482821.218750 Penalty: 2697.671875
	Iteration 27Q: 3 clusters Score -482821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -482822.531250 Penalty: 2697.671875
	Iteration 28Q: 3 clusters Score -482822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -482824.781250 Penalty: 2697.671875
	Iteration 29Q: 3 clusters Score -482824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -482825.937500 Penalty: 2697.671875
	Iteration 30Q: 3 clusters Score -482825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -482827.906250 Penalty: 2697.671875
	Iteration 31Q: 3 clusters Score -482827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -482829.812500 Penalty: 2697.671875
	Iteration 32Q: 3 clusters Score -482829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -482832.500000 Penalty: 2697.671875
	Iteration 33Q: 3 clusters Score -482832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -482833.625000 Penalty: 2697.671875
	Iteration 34Q: 3 clusters Score -482833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -482836.562500 Penalty: 2697.671875
	Iteration 35Q: 3 clusters Score -482836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -482840.500000 Penalty: 2697.671875
	Iteration 36Q: 3 clusters Score -482840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -482841.375000 Penalty: 2697.671875
	Iteration 37Q: 3 clusters Score -482841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -482842.968750 Penalty: 2697.671875
	Iteration 38Q: 3 clusters Score -482843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -482845.687500 Penalty: 2697.671875
	Iteration 39Q: 3 clusters Score -482845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -482846.906250 Penalty: 2697.671875
	Iteration 40F: 3 clusters Score -482846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -482850.125000 Penalty: 2697.671875
	Iteration 41Q: 3 clusters Score -482850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -482854.531250 Penalty: 2697.671875
	Iteration 42Q: 3 clusters Score -482854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -482856.031250 Penalty: 2697.671875
	Iteration 43Q: 3 clusters Score -482856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -482858.562500 Penalty: 2697.671875
	Iteration 44Q: 3 clusters Score -482858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -482858.531250 Penalty: 2697.671875
	Iteration 45Q: 3 clusters Score -482858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -482860.312500 Penalty: 2697.671875
	Iteration 46Q: 3 clusters Score -482860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -482861.500000 Penalty: 2697.671875
	Iteration 47Q: 3 clusters Score -482861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -482862.093750 Penalty: 2697.671875
	Iteration 48Q: 3 clusters Score -482862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -482862.093750 Penalty: 2697.671875
	Iteration 49F: 3 clusters Score -482862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -157984.250000 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -157984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156302.593750 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -156302.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156931.796875 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -156931.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157169.546875 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -157169.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157376.953125 Penalty: 2362.172363
	Iteration 3F: 3 clusters Score -157377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157524.937500 Penalty: 2362.172363
	Iteration 4F: 3 clusters Score -157524.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157612.437500 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -157612.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157658.609375 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -157658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -157686.828125 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -157686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -157704.328125 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -157704.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157714.593750 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -157714.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157720.859375 Penalty: 2362.172363
	Iteration 10Q: 3 clusters Score -157720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157722.171875 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -157722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157726.734375 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -157726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -157726.812500 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -157726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -157726.812500 Penalty: 2362.172363
	Iteration 14F: 3 clusters Score -157726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -727009.562500 Penalty: 1405.706177
	Iteration 0F: 2 clusters Score -727009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -722652.750000 Penalty: 2811.412354
	Iteration 0F: 3 clusters Score -722652.8 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -724188.500000 Penalty: 2811.412354
	Iteration 1F: 3 clusters Score -724188.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -724661.875000 Penalty: 2811.412354
	Iteration 2F: 3 clusters Score -724661.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -724947.187500 Penalty: 2811.412354
	Iteration 3F: 3 clusters Score -724947.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -725172.812500 Penalty: 2811.412354
	Iteration 4F: 3 clusters Score -725172.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -725324.937500 Penalty: 2811.412354
	Iteration 5Q: 3 clusters Score -725324.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -725428.250000 Penalty: 2811.412354
	Iteration 6Q: 3 clusters Score -725428.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -725524.937500 Penalty: 2811.412354
	Iteration 7Q: 3 clusters Score -725524.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -725642.437500 Penalty: 2811.412354
	Iteration 8Q: 3 clusters Score -725642.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -725763.437500 Penalty: 2811.412354
	Iteration 9Q: 3 clusters Score -725763.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -725908.187500 Penalty: 2811.412354
	Iteration 10Q: 3 clusters Score -725908.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -726065.500000 Penalty: 2811.412354
	Iteration 11Q: 3 clusters Score -726065.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -726228.062500 Penalty: 2811.412354
	Iteration 12Q: 3 clusters Score -726228.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -726362.875000 Penalty: 2811.412354
	Iteration 13Q: 3 clusters Score -726362.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -726434.625000 Penalty: 2811.412354
	Iteration 14Q: 3 clusters Score -726434.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -726477.375000 Penalty: 2811.412354
	Iteration 15Q: 3 clusters Score -726477.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -726495.812500 Penalty: 2811.412354
	Iteration 16Q: 3 clusters Score -726495.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -726511.437500 Penalty: 2811.412354
	Iteration 17Q: 3 clusters Score -726511.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -726521.375000 Penalty: 2811.412354
	Iteration 18Q: 3 clusters Score -726521.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -726530.625000 Penalty: 2811.412354
	Iteration 19Q: 3 clusters Score -726530.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -726539.437500 Penalty: 2811.412354
	Iteration 20F: 3 clusters Score -726539.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -726546.375000 Penalty: 2811.412354
	Iteration 21Q: 3 clusters Score -726546.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -726553.500000 Penalty: 2811.412354
	Iteration 22Q: 3 clusters Score -726553.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -726561.875000 Penalty: 2811.412354
	Iteration 23Q: 3 clusters Score -726561.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -726570.562500 Penalty: 2811.412354
	Iteration 24Q: 3 clusters Score -726570.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -726575.375000 Penalty: 2811.412354
	Iteration 25Q: 3 clusters Score -726575.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -726580.687500 Penalty: 2811.412354
	Iteration 26Q: 3 clusters Score -726580.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -726587.062500 Penalty: 2811.412354
	Iteration 27Q: 3 clusters Score -726587.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -726595.000000 Penalty: 2811.412354
	Iteration 28Q: 3 clusters Score -726595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -726601.187500 Penalty: 2811.412354
	Iteration 29Q: 3 clusters Score -726601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -726613.625000 Penalty: 2811.412354
	Iteration 30Q: 3 clusters Score -726613.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -726622.687500 Penalty: 2811.412354
	Iteration 31Q: 3 clusters Score -726622.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -726635.437500 Penalty: 2811.412354
	Iteration 32Q: 3 clusters Score -726635.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -726652.000000 Penalty: 2811.412354
	Iteration 33Q: 3 clusters Score -726652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -726669.562500 Penalty: 2811.412354
	Iteration 34Q: 3 clusters Score -726669.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -726685.312500 Penalty: 2811.412354
	Iteration 35Q: 3 clusters Score -726685.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -726712.000000 Penalty: 2811.412354
	Iteration 36Q: 3 clusters Score -726712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -726740.187500 Penalty: 2811.412354
	Iteration 37Q: 3 clusters Score -726740.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -726771.000000 Penalty: 2811.412354
	Iteration 38Q: 3 clusters Score -726771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -726815.875000 Penalty: 2811.412354
	Iteration 39Q: 3 clusters Score -726815.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -726847.687500 Penalty: 2811.412354
	Iteration 40F: 3 clusters Score -726847.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -726888.625000 Penalty: 2811.412354
	Iteration 41Q: 3 clusters Score -726888.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -726932.937500 Penalty: 2811.412354
	Iteration 42Q: 3 clusters Score -726932.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -726980.187500 Penalty: 2811.412354
	Iteration 43Q: 3 clusters Score -726980.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -727015.125000 Penalty: 2811.412354
	Iteration 44Q: 3 clusters Score -727015.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -727036.750000 Penalty: 2811.412354
	Iteration 45Q: 3 clusters Score -727036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -727048.187500 Penalty: 2811.412354
	Iteration 46Q: 3 clusters Score -727048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -727056.687500 Penalty: 2811.412354
	Iteration 47Q: 3 clusters Score -727056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -727060.812500 Penalty: 2811.412354
	Iteration 48Q: 3 clusters Score -727060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -727065.562500 Penalty: 2811.412354
	Iteration 49Q: 3 clusters Score -727065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -727066.187500 Penalty: 2811.412354
	Iteration 50Q: 3 clusters Score -727066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -727067.250000 Penalty: 2811.412354
	Iteration 51Q: 3 clusters Score -727067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -727067.687500 Penalty: 2811.412354
	Iteration 52Q: 3 clusters Score -727067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -727067.875000 Penalty: 2811.412354
	Iteration 53Q: 3 clusters Score -727067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -727070.312500 Penalty: 2811.412354
	Iteration 54Q: 3 clusters Score -727070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -727069.500000 Penalty: 2811.412354
	Iteration 55Q: 3 clusters Score -727069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -727071.750000 Penalty: 2811.412354
	Iteration 56Q: 3 clusters Score -727071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -727071.750000 Penalty: 2811.412354
	Iteration 57F: 3 clusters Score -727071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 18242 members 
Mstep: Class 4 contains 70118 members 
Mstep: Class 5 contains 67143 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 70814 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 21799 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 72094 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 524 members 
Mstep: Class 22 contains 6353 members 
Mstep: Class 23 contains 79296 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18211 members 
Mstep: Class 29 contains 4884 members 
Mstep: Class 30 contains 18440 members 
Mstep: Class 31 contains 45830 members 
Mstep: Class 32 contains 24389 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 63657 members 
Mstep: Class 36 contains 78586 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 101956 members 
Mstep: Class 39 contains 5189 members 
Entering Unmasked Estep 
Score: -127780992.000000 Penalty: 87559.406250
Splitting cluster 21 changes total score from -127781424.000000 to -127780992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -795614.937500 Penalty: 1422.960938
	Iteration 0F: 2 clusters Score -795614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -790783.375000 Penalty: 2845.921875
	Iteration 0F: 3 clusters Score -790783.4 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -792340.312500 Penalty: 2845.921875
	Iteration 1F: 3 clusters Score -792340.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -792684.437500 Penalty: 2845.921875
	Iteration 2F: 3 clusters Score -792684.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -793045.312500 Penalty: 2845.921875
	Iteration 3F: 3 clusters Score -793045.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -793399.437500 Penalty: 2845.921875
	Iteration 4F: 3 clusters Score -793399.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -793759.687500 Penalty: 2845.921875
	Iteration 5F: 3 clusters Score -793759.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -794056.250000 Penalty: 2845.921875
	Iteration 6F: 3 clusters Score -794056.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -794307.000000 Penalty: 2845.921875
	Iteration 7Q: 3 clusters Score -794307 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -794507.625000 Penalty: 2845.921875
	Iteration 8Q: 3 clusters Score -794507.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -794713.500000 Penalty: 2845.921875
	Iteration 9Q: 3 clusters Score -794713.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -794888.750000 Penalty: 2845.921875
	Iteration 10Q: 3 clusters Score -794888.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -794994.437500 Penalty: 2845.921875
	Iteration 11Q: 3 clusters Score -794994.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -795083.000000 Penalty: 2845.921875
	Iteration 12Q: 3 clusters Score -795083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -795154.000000 Penalty: 2845.921875
	Iteration 13Q: 3 clusters Score -795154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -795204.000000 Penalty: 2845.921875
	Iteration 14Q: 3 clusters Score -795204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -795243.625000 Penalty: 2845.921875
	Iteration 15Q: 3 clusters Score -795243.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -795259.437500 Penalty: 2845.921875
	Iteration 16Q: 3 clusters Score -795259.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -795269.437500 Penalty: 2845.921875
	Iteration 17Q: 3 clusters Score -795269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -795276.625000 Penalty: 2845.921875
	Iteration 18Q: 3 clusters Score -795276.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -795283.187500 Penalty: 2845.921875
	Iteration 19Q: 3 clusters Score -795283.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -795287.500000 Penalty: 2845.921875
	Iteration 20F: 3 clusters Score -795287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -795286.375000 Penalty: 2845.921875
	Iteration 21Q: 3 clusters Score -795286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -795288.687500 Penalty: 2845.921875
	Iteration 22Q: 3 clusters Score -795288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -795289.062500 Penalty: 2845.921875
	Iteration 23Q: 3 clusters Score -795289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -795292.062500 Penalty: 2845.921875
	Iteration 24Q: 3 clusters Score -795292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -795291.937500 Penalty: 2845.921875
	Iteration 25Q: 3 clusters Score -795291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -795292.187500 Penalty: 2845.921875
	Iteration 26Q: 3 clusters Score -795292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -795291.562500 Penalty: 2845.921875
	Iteration 27Q: 3 clusters Score -795291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -795291.562500 Penalty: 2845.921875
	Iteration 28F: 3 clusters Score -795291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Entering Unmasked Estep 
Score: -10504505.000000 Penalty: 1833.153198
	Iteration 0F: 2 clusters Score -1.05045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -10454439.000000 Penalty: 3666.306396
	Iteration 0F: 3 clusters Score -1.045444e+07 nChanged 37748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10476516.000000 Penalty: 3666.306396
	Iteration 1F: 3 clusters Score -1.047652e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -10477465.000000 Penalty: 3666.306396
	Iteration 2Q: 3 clusters Score -1.047746e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -10478797.000000 Penalty: 3666.306396
	Iteration 3Q: 3 clusters Score -1.04788e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -10480948.000000 Penalty: 3666.306396
	Iteration 4F: 3 clusters Score -1.048095e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -10484513.000000 Penalty: 3666.306396
	Iteration 5F: 3 clusters Score -1.048451e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -10489515.000000 Penalty: 3666.306396
	Iteration 6F: 3 clusters Score -1.048952e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -10494647.000000 Penalty: 3666.306396
	Iteration 7F: 3 clusters Score -1.049465e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -10498556.000000 Penalty: 3666.306396
	Iteration 8F: 3 clusters Score -1.049856e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10500860.000000 Penalty: 3666.306396
	Iteration 9Q: 3 clusters Score -1.050086e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10502047.000000 Penalty: 3666.306396
	Iteration 10Q: 3 clusters Score -1.050205e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10502524.000000 Penalty: 3666.306396
	Iteration 11Q: 3 clusters Score -1.050252e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10502691.000000 Penalty: 3666.306396
	Iteration 12Q: 3 clusters Score -1.050269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10502789.000000 Penalty: 3666.306396
	Iteration 13Q: 3 clusters Score -1.050279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10502830.000000 Penalty: 3666.306396
	Iteration 14Q: 3 clusters Score -1.050283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10502843.000000 Penalty: 3666.306396
	Iteration 15Q: 3 clusters Score -1.050284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10502868.000000 Penalty: 3666.306396
	Iteration 16Q: 3 clusters Score -1.050287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10502872.000000 Penalty: 3666.306396
	Iteration 17Q: 3 clusters Score -1.050287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10502870.000000 Penalty: 3666.306396
	Iteration 18Q: 3 clusters Score -1.050287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10502870.000000 Penalty: 3666.306396
	Iteration 19F: 3 clusters Score -1.050287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6929.966797 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6929.967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7022.930176 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -7022.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7037.752930 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -7037.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7042.402832 Penalty: 1493.413940
	Iteration 3Q: 3 clusters Score -7042.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -7054.633301 Penalty: 1493.413940
	Iteration 4Q: 3 clusters Score -7054.633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7059.173340 Penalty: 1493.413940
	Iteration 5Q: 3 clusters Score -7059.173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7059.173340 Penalty: 1493.413940
	Iteration 6F: 3 clusters Score -7059.173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -339276.750000 Penalty: 1284.214355
	Iteration 0F: 2 clusters Score -339276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -336725.906250 Penalty: 2568.428711
	Iteration 0F: 3 clusters Score -336725.9 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337335.500000 Penalty: 2568.428711
	Iteration 1F: 3 clusters Score -337335.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -337481.906250 Penalty: 2568.428711
	Iteration 2F: 3 clusters Score -337481.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -337601.000000 Penalty: 2568.428711
	Iteration 3F: 3 clusters Score -337601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -337675.656250 Penalty: 2568.428711
	Iteration 4Q: 3 clusters Score -337675.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -337727.093750 Penalty: 2568.428711
	Iteration 5Q: 3 clusters Score -337727.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -337768.593750 Penalty: 2568.428711
	Iteration 6Q: 3 clusters Score -337768.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -337802.750000 Penalty: 2568.428711
	Iteration 7Q: 3 clusters Score -337802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337830.125000 Penalty: 2568.428711
	Iteration 8Q: 3 clusters Score -337830.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -337855.343750 Penalty: 2568.428711
	Iteration 9Q: 3 clusters Score -337855.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -337868.250000 Penalty: 2568.428711
	Iteration 10Q: 3 clusters Score -337868.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -337880.343750 Penalty: 2568.428711
	Iteration 11Q: 3 clusters Score -337880.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -337897.156250 Penalty: 2568.428711
	Iteration 12Q: 3 clusters Score -337897.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -337913.906250 Penalty: 2568.428711
	Iteration 13Q: 3 clusters Score -337913.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -337923.687500 Penalty: 2568.428711
	Iteration 14Q: 3 clusters Score -337923.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -337933.937500 Penalty: 2568.428711
	Iteration 15Q: 3 clusters Score -337933.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -337939.625000 Penalty: 2568.428711
	Iteration 16Q: 3 clusters Score -337939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -337943.531250 Penalty: 2568.428711
	Iteration 17Q: 3 clusters Score -337943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -337946.031250 Penalty: 2568.428711
	Iteration 18Q: 3 clusters Score -337946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -337949.031250 Penalty: 2568.428711
	Iteration 19Q: 3 clusters Score -337949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -337950.468750 Penalty: 2568.428711
	Iteration 20F: 3 clusters Score -337950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -337954.562500 Penalty: 2568.428711
	Iteration 21Q: 3 clusters Score -337954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -337958.687500 Penalty: 2568.428711
	Iteration 22Q: 3 clusters Score -337958.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -337961.843750 Penalty: 2568.428711
	Iteration 23Q: 3 clusters Score -337961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -337966.562500 Penalty: 2568.428711
	Iteration 24Q: 3 clusters Score -337966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -337976.656250 Penalty: 2568.428711
	Iteration 25Q: 3 clusters Score -337976.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -337993.093750 Penalty: 2568.428711
	Iteration 26Q: 3 clusters Score -337993.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -338008.750000 Penalty: 2568.428711
	Iteration 27Q: 3 clusters Score -338008.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -338019.187500 Penalty: 2568.428711
	Iteration 28Q: 3 clusters Score -338019.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -338029.281250 Penalty: 2568.428711
	Iteration 29Q: 3 clusters Score -338029.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -338034.531250 Penalty: 2568.428711
	Iteration 30Q: 3 clusters Score -338034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -338039.875000 Penalty: 2568.428711
	Iteration 31Q: 3 clusters Score -338039.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -338043.750000 Penalty: 2568.428711
	Iteration 32Q: 3 clusters Score -338043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -338047.312500 Penalty: 2568.428711
	Iteration 33Q: 3 clusters Score -338047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -338049.812500 Penalty: 2568.428711
	Iteration 34Q: 3 clusters Score -338049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -338053.093750 Penalty: 2568.428711
	Iteration 35Q: 3 clusters Score -338053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338054.312500 Penalty: 2568.428711
	Iteration 36Q: 3 clusters Score -338054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -338056.250000 Penalty: 2568.428711
	Iteration 37Q: 3 clusters Score -338056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -338059.375000 Penalty: 2568.428711
	Iteration 38Q: 3 clusters Score -338059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -338062.031250 Penalty: 2568.428711
	Iteration 39Q: 3 clusters Score -338062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -338064.375000 Penalty: 2568.428711
	Iteration 40F: 3 clusters Score -338064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -338066.687500 Penalty: 2568.428711
	Iteration 41Q: 3 clusters Score -338066.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -338069.843750 Penalty: 2568.428711
	Iteration 42Q: 3 clusters Score -338069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -338071.218750 Penalty: 2568.428711
	Iteration 43Q: 3 clusters Score -338071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -338073.093750 Penalty: 2568.428711
	Iteration 44Q: 3 clusters Score -338073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -338073.843750 Penalty: 2568.428711
	Iteration 45Q: 3 clusters Score -338073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -338077.750000 Penalty: 2568.428711
	Iteration 46Q: 3 clusters Score -338077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -338080.687500 Penalty: 2568.428711
	Iteration 47Q: 3 clusters Score -338080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338082.187500 Penalty: 2568.428711
	Iteration 48Q: 3 clusters Score -338082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -338083.218750 Penalty: 2568.428711
	Iteration 49Q: 3 clusters Score -338083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -338083.843750 Penalty: 2568.428711
	Iteration 50Q: 3 clusters Score -338083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -338083.843750 Penalty: 2568.428711
	Iteration 51F: 3 clusters Score -338083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Entering Unmasked Estep 
Score: -2182820.000000 Penalty: 1583.917480
	Iteration 0F: 2 clusters Score -2182820 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 8475 members 
Entering Unmasked Estep 
Score: -2170977.500000 Penalty: 3167.834961
	Iteration 0F: 3 clusters Score -2170978 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2175209.500000 Penalty: 3167.834961
	Iteration 1F: 3 clusters Score -2175210 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2175576.750000 Penalty: 3167.834961
	Iteration 2F: 3 clusters Score -2175577 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2175902.250000 Penalty: 3167.834961
	Iteration 3Q: 3 clusters Score -2175902 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2176272.500000 Penalty: 3167.834961
	Iteration 4Q: 3 clusters Score -2176272 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2176615.500000 Penalty: 3167.834961
	Iteration 5Q: 3 clusters Score -2176616 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2176975.750000 Penalty: 3167.834961
	Iteration 6Q: 3 clusters Score -2176976 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2177336.750000 Penalty: 3167.834961
	Iteration 7Q: 3 clusters Score -2177337 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2177649.000000 Penalty: 3167.834961
	Iteration 8Q: 3 clusters Score -2177649 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2177962.500000 Penalty: 3167.834961
	Iteration 9Q: 3 clusters Score -2177962 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2178323.500000 Penalty: 3167.834961
	Iteration 10Q: 3 clusters Score -2178324 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2178639.500000 Penalty: 3167.834961
	Iteration 11Q: 3 clusters Score -2178640 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2178978.750000 Penalty: 3167.834961
	Iteration 12Q: 3 clusters Score -2178979 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2179346.750000 Penalty: 3167.834961
	Iteration 13Q: 3 clusters Score -2179347 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2179666.000000 Penalty: 3167.834961
	Iteration 14Q: 3 clusters Score -2179666 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2179944.250000 Penalty: 3167.834961
	Iteration 15Q: 3 clusters Score -2179944 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2180238.500000 Penalty: 3167.834961
	Iteration 16Q: 3 clusters Score -2180238 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2180499.250000 Penalty: 3167.834961
	Iteration 17Q: 3 clusters Score -2180499 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2180695.250000 Penalty: 3167.834961
	Iteration 18Q: 3 clusters Score -2180695 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2180858.500000 Penalty: 3167.834961
	Iteration 19Q: 3 clusters Score -2180858 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2180987.750000 Penalty: 3167.834961
	Iteration 20F: 3 clusters Score -2180988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2181105.000000 Penalty: 3167.834961
	Iteration 21Q: 3 clusters Score -2181105 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2181192.250000 Penalty: 3167.834961
	Iteration 22Q: 3 clusters Score -2181192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2181262.250000 Penalty: 3167.834961
	Iteration 23Q: 3 clusters Score -2181262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2181321.000000 Penalty: 3167.834961
	Iteration 24Q: 3 clusters Score -2181321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2181358.750000 Penalty: 3167.834961
	Iteration 25Q: 3 clusters Score -2181359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2181383.000000 Penalty: 3167.834961
	Iteration 26Q: 3 clusters Score -2181383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2181405.250000 Penalty: 3167.834961
	Iteration 27Q: 3 clusters Score -2181405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2181429.000000 Penalty: 3167.834961
	Iteration 28Q: 3 clusters Score -2181429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2181460.750000 Penalty: 3167.834961
	Iteration 29Q: 3 clusters Score -2181461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2181477.500000 Penalty: 3167.834961
	Iteration 30Q: 3 clusters Score -2181478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2181490.750000 Penalty: 3167.834961
	Iteration 31Q: 3 clusters Score -2181491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2181503.750000 Penalty: 3167.834961
	Iteration 32Q: 3 clusters Score -2181504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2181514.250000 Penalty: 3167.834961
	Iteration 33Q: 3 clusters Score -2181514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2181521.750000 Penalty: 3167.834961
	Iteration 34Q: 3 clusters Score -2181522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2181529.000000 Penalty: 3167.834961
	Iteration 35Q: 3 clusters Score -2181529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2181546.750000 Penalty: 3167.834961
	Iteration 36Q: 3 clusters Score -2181547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2181556.500000 Penalty: 3167.834961
	Iteration 37Q: 3 clusters Score -2181556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2181563.000000 Penalty: 3167.834961
	Iteration 38Q: 3 clusters Score -2181563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2181572.000000 Penalty: 3167.834961
	Iteration 39Q: 3 clusters Score -2181572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2181578.000000 Penalty: 3167.834961
	Iteration 40F: 3 clusters Score -2181578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2181584.500000 Penalty: 3167.834961
	Iteration 41Q: 3 clusters Score -2181584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2181589.500000 Penalty: 3167.834961
	Iteration 42Q: 3 clusters Score -2181590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2181589.750000 Penalty: 3167.834961
	Iteration 43Q: 3 clusters Score -2181590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2181594.000000 Penalty: 3167.834961
	Iteration 44Q: 3 clusters Score -2181594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2181595.250000 Penalty: 3167.834961
	Iteration 45Q: 3 clusters Score -2181595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2181597.000000 Penalty: 3167.834961
	Iteration 46Q: 3 clusters Score -2181597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2181597.250000 Penalty: 3167.834961
	Iteration 47Q: 3 clusters Score -2181597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2181600.000000 Penalty: 3167.834961
	Iteration 48Q: 3 clusters Score -2181600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2181600.250000 Penalty: 3167.834961
	Iteration 49Q: 3 clusters Score -2181600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2181601.250000 Penalty: 3167.834961
	Iteration 50Q: 3 clusters Score -2181601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2181606.500000 Penalty: 3167.834961
	Iteration 51Q: 3 clusters Score -2181606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2181604.750000 Penalty: 3167.834961
	Iteration 52Q: 3 clusters Score -2181605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2181605.000000 Penalty: 3167.834961
	Iteration 53Q: 3 clusters Score -2181605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2181605.000000 Penalty: 3167.834961
	Iteration 54F: 3 clusters Score -2181605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -37785.175781 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -37785.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36886.945312 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -36886.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37037.792969 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -37037.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37126.542969 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -37126.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37207.917969 Penalty: 1911.173340
	Iteration 3F: 3 clusters Score -37207.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37274.492188 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -37274.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37316.718750 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -37316.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37353.519531 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -37353.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37435.175781 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -37435.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37440.835938 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -37440.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37440.835938 Penalty: 1911.173340
	Iteration 9F: 3 clusters Score -37440.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Entering Unmasked Estep 
Score: -2348827.000000 Penalty: 1594.089478
	Iteration 0F: 2 clusters Score -2348827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2336393.000000 Penalty: 3188.178955
	Iteration 0F: 3 clusters Score -2336393 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2340704.250000 Penalty: 3188.178955
	Iteration 1F: 3 clusters Score -2340704 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2340964.500000 Penalty: 3188.178955
	Iteration 2Q: 3 clusters Score -2340964 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2341162.250000 Penalty: 3188.178955
	Iteration 3Q: 3 clusters Score -2341162 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2341328.000000 Penalty: 3188.178955
	Iteration 4Q: 3 clusters Score -2341328 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2341493.250000 Penalty: 3188.178955
	Iteration 5Q: 3 clusters Score -2341493 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2341630.000000 Penalty: 3188.178955
	Iteration 6Q: 3 clusters Score -2341630 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2341770.000000 Penalty: 3188.178955
	Iteration 7Q: 3 clusters Score -2341770 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2341913.000000 Penalty: 3188.178955
	Iteration 8Q: 3 clusters Score -2341913 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2342064.250000 Penalty: 3188.178955
	Iteration 9Q: 3 clusters Score -2342064 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2342231.000000 Penalty: 3188.178955
	Iteration 10Q: 3 clusters Score -2342231 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2342462.750000 Penalty: 3188.178955
	Iteration 11Q: 3 clusters Score -2342463 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2342770.000000 Penalty: 3188.178955
	Iteration 12Q: 3 clusters Score -2342770 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2343167.250000 Penalty: 3188.178955
	Iteration 13Q: 3 clusters Score -2343167 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2343670.250000 Penalty: 3188.178955
	Iteration 14Q: 3 clusters Score -2343670 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2344238.250000 Penalty: 3188.178955
	Iteration 15Q: 3 clusters Score -2344238 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2344708.000000 Penalty: 3188.178955
	Iteration 16Q: 3 clusters Score -2344708 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2345091.500000 Penalty: 3188.178955
	Iteration 17Q: 3 clusters Score -2345092 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2345355.000000 Penalty: 3188.178955
	Iteration 18Q: 3 clusters Score -2345355 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2345546.750000 Penalty: 3188.178955
	Iteration 19Q: 3 clusters Score -2345547 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2345711.250000 Penalty: 3188.178955
	Iteration 20F: 3 clusters Score -2345711 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2345883.000000 Penalty: 3188.178955
	Iteration 21Q: 3 clusters Score -2345883 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2346045.500000 Penalty: 3188.178955
	Iteration 22Q: 3 clusters Score -2346046 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2346207.750000 Penalty: 3188.178955
	Iteration 23Q: 3 clusters Score -2346208 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2346364.250000 Penalty: 3188.178955
	Iteration 24Q: 3 clusters Score -2346364 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2346512.000000 Penalty: 3188.178955
	Iteration 25Q: 3 clusters Score -2346512 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2346626.500000 Penalty: 3188.178955
	Iteration 26Q: 3 clusters Score -2346626 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2346748.500000 Penalty: 3188.178955
	Iteration 27Q: 3 clusters Score -2346748 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2346858.250000 Penalty: 3188.178955
	Iteration 28Q: 3 clusters Score -2346858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2346964.000000 Penalty: 3188.178955
	Iteration 29Q: 3 clusters Score -2346964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2347033.750000 Penalty: 3188.178955
	Iteration 30Q: 3 clusters Score -2347034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2347091.750000 Penalty: 3188.178955
	Iteration 31Q: 3 clusters Score -2347092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2347153.250000 Penalty: 3188.178955
	Iteration 32Q: 3 clusters Score -2347153 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2347220.000000 Penalty: 3188.178955
	Iteration 33Q: 3 clusters Score -2347220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2347257.750000 Penalty: 3188.178955
	Iteration 34Q: 3 clusters Score -2347258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2347282.750000 Penalty: 3188.178955
	Iteration 35Q: 3 clusters Score -2347283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2347303.500000 Penalty: 3188.178955
	Iteration 36Q: 3 clusters Score -2347304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2347323.250000 Penalty: 3188.178955
	Iteration 37Q: 3 clusters Score -2347323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2347334.500000 Penalty: 3188.178955
	Iteration 38Q: 3 clusters Score -2347334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2347337.250000 Penalty: 3188.178955
	Iteration 39Q: 3 clusters Score -2347337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2347342.500000 Penalty: 3188.178955
	Iteration 40F: 3 clusters Score -2347342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2347357.000000 Penalty: 3188.178955
	Iteration 41Q: 3 clusters Score -2347357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2347361.500000 Penalty: 3188.178955
	Iteration 42Q: 3 clusters Score -2347362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2347364.500000 Penalty: 3188.178955
	Iteration 43Q: 3 clusters Score -2347364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2347369.750000 Penalty: 3188.178955
	Iteration 44Q: 3 clusters Score -2347370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2347369.500000 Penalty: 3188.178955
	Iteration 45Q: 3 clusters Score -2347370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2347371.500000 Penalty: 3188.178955
	Iteration 46Q: 3 clusters Score -2347372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2347372.000000 Penalty: 3188.178955
	Iteration 47Q: 3 clusters Score -2347372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2347372.750000 Penalty: 3188.178955
	Iteration 48Q: 3 clusters Score -2347373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2347380.500000 Penalty: 3188.178955
	Iteration 49Q: 3 clusters Score -2347380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2347379.000000 Penalty: 3188.178955
	Iteration 50Q: 3 clusters Score -2347379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2347376.250000 Penalty: 3188.178955
	Iteration 51Q: 3 clusters Score -2347376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2347378.750000 Penalty: 3188.178955
	Iteration 52Q: 3 clusters Score -2347379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2347380.750000 Penalty: 3188.178955
	Iteration 53Q: 3 clusters Score -2347381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2347381.750000 Penalty: 3188.178955
	Iteration 54Q: 3 clusters Score -2347382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2347386.250000 Penalty: 3188.178955
	Iteration 55Q: 3 clusters Score -2347386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2347386.750000 Penalty: 3188.178955
	Iteration 56Q: 3 clusters Score -2347387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2347386.500000 Penalty: 3188.178955
	Iteration 57Q: 3 clusters Score -2347386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2347387.250000 Penalty: 3188.178955
	Iteration 58Q: 3 clusters Score -2347387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2347384.750000 Penalty: 3188.178955
	Iteration 59Q: 3 clusters Score -2347385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2347385.500000 Penalty: 3188.178955
	Iteration 60F: 3 clusters Score -2347386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2347385.750000 Penalty: 3188.178955
	Iteration 61Q: 3 clusters Score -2347386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2347387.000000 Penalty: 3188.178955
	Iteration 62Q: 3 clusters Score -2347387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2347389.500000 Penalty: 3188.178955
	Iteration 63Q: 3 clusters Score -2347390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2347390.500000 Penalty: 3188.178955
	Iteration 64Q: 3 clusters Score -2347390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2347396.750000 Penalty: 3188.178955
	Iteration 65Q: 3 clusters Score -2347397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2347398.750000 Penalty: 3188.178955
	Iteration 66Q: 3 clusters Score -2347399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2347397.250000 Penalty: 3188.178955
	Iteration 67Q: 3 clusters Score -2347397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2347397.250000 Penalty: 3188.178955
	Iteration 68Q: 3 clusters Score -2347397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2347399.750000 Penalty: 3188.178955
	Iteration 69Q: 3 clusters Score -2347400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2347399.500000 Penalty: 3188.178955
	Iteration 70Q: 3 clusters Score -2347400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2347398.500000 Penalty: 3188.178955
	Iteration 71Q: 3 clusters Score -2347398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2347399.500000 Penalty: 3188.178955
	Iteration 72Q: 3 clusters Score -2347400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2347402.750000 Penalty: 3188.178955
	Iteration 73Q: 3 clusters Score -2347403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2347403.250000 Penalty: 3188.178955
	Iteration 74Q: 3 clusters Score -2347403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2347408.500000 Penalty: 3188.178955
	Iteration 75Q: 3 clusters Score -2347408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2347410.000000 Penalty: 3188.178955
	Iteration 76Q: 3 clusters Score -2347410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2347411.750000 Penalty: 3188.178955
	Iteration 77Q: 3 clusters Score -2347412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2347413.000000 Penalty: 3188.178955
	Iteration 78Q: 3 clusters Score -2347413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2347416.500000 Penalty: 3188.178955
	Iteration 79Q: 3 clusters Score -2347416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2347416.250000 Penalty: 3188.178955
	Iteration 80F: 3 clusters Score -2347416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2347419.750000 Penalty: 3188.178955
	Iteration 81Q: 3 clusters Score -2347420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2347420.500000 Penalty: 3188.178955
	Iteration 82Q: 3 clusters Score -2347420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2347421.500000 Penalty: 3188.178955
	Iteration 83Q: 3 clusters Score -2347422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2347418.500000 Penalty: 3188.178955
	Iteration 84Q: 3 clusters Score -2347418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2347418.750000 Penalty: 3188.178955
	Iteration 85Q: 3 clusters Score -2347419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2347419.500000 Penalty: 3188.178955
	Iteration 86Q: 3 clusters Score -2347420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2347419.500000 Penalty: 3188.178955
	Iteration 87F: 3 clusters Score -2347420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -621668.312500 Penalty: 1380.229492
	Iteration 0F: 2 clusters Score -621668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -617792.562500 Penalty: 2760.458984
	Iteration 0F: 3 clusters Score -617792.6 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -618820.937500 Penalty: 2760.458984
	Iteration 1F: 3 clusters Score -618820.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -618955.187500 Penalty: 2760.458984
	Iteration 2F: 3 clusters Score -618955.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -619047.937500 Penalty: 2760.458984
	Iteration 3Q: 3 clusters Score -619047.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -619128.187500 Penalty: 2760.458984
	Iteration 4Q: 3 clusters Score -619128.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -619187.687500 Penalty: 2760.458984
	Iteration 5Q: 3 clusters Score -619187.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -619232.687500 Penalty: 2760.458984
	Iteration 6Q: 3 clusters Score -619232.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -619272.562500 Penalty: 2760.458984
	Iteration 7Q: 3 clusters Score -619272.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -619315.437500 Penalty: 2760.458984
	Iteration 8Q: 3 clusters Score -619315.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -619356.562500 Penalty: 2760.458984
	Iteration 9Q: 3 clusters Score -619356.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -619392.187500 Penalty: 2760.458984
	Iteration 10Q: 3 clusters Score -619392.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -619429.750000 Penalty: 2760.458984
	Iteration 11Q: 3 clusters Score -619429.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -619474.625000 Penalty: 2760.458984
	Iteration 12Q: 3 clusters Score -619474.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -619518.000000 Penalty: 2760.458984
	Iteration 13Q: 3 clusters Score -619518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -619569.562500 Penalty: 2760.458984
	Iteration 14Q: 3 clusters Score -619569.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -619631.375000 Penalty: 2760.458984
	Iteration 15Q: 3 clusters Score -619631.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -619700.375000 Penalty: 2760.458984
	Iteration 16Q: 3 clusters Score -619700.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -619773.000000 Penalty: 2760.458984
	Iteration 17Q: 3 clusters Score -619773 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -619838.375000 Penalty: 2760.458984
	Iteration 18Q: 3 clusters Score -619838.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -619912.375000 Penalty: 2760.458984
	Iteration 19Q: 3 clusters Score -619912.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -620004.375000 Penalty: 2760.458984
	Iteration 20F: 3 clusters Score -620004.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -620086.812500 Penalty: 2760.458984
	Iteration 21Q: 3 clusters Score -620086.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -620167.625000 Penalty: 2760.458984
	Iteration 22Q: 3 clusters Score -620167.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -620221.125000 Penalty: 2760.458984
	Iteration 23Q: 3 clusters Score -620221.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -620263.000000 Penalty: 2760.458984
	Iteration 24Q: 3 clusters Score -620263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -620288.250000 Penalty: 2760.458984
	Iteration 25Q: 3 clusters Score -620288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -620313.875000 Penalty: 2760.458984
	Iteration 26Q: 3 clusters Score -620313.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -620339.000000 Penalty: 2760.458984
	Iteration 27Q: 3 clusters Score -620339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -620355.187500 Penalty: 2760.458984
	Iteration 28Q: 3 clusters Score -620355.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -620370.062500 Penalty: 2760.458984
	Iteration 29Q: 3 clusters Score -620370.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -620377.812500 Penalty: 2760.458984
	Iteration 30Q: 3 clusters Score -620377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -620387.500000 Penalty: 2760.458984
	Iteration 31Q: 3 clusters Score -620387.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -620395.812500 Penalty: 2760.458984
	Iteration 32Q: 3 clusters Score -620395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -620400.062500 Penalty: 2760.458984
	Iteration 33Q: 3 clusters Score -620400.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -620405.812500 Penalty: 2760.458984
	Iteration 34Q: 3 clusters Score -620405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -620409.187500 Penalty: 2760.458984
	Iteration 35Q: 3 clusters Score -620409.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -620412.250000 Penalty: 2760.458984
	Iteration 36Q: 3 clusters Score -620412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -620413.812500 Penalty: 2760.458984
	Iteration 37Q: 3 clusters Score -620413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -620415.875000 Penalty: 2760.458984
	Iteration 38Q: 3 clusters Score -620415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -620416.687500 Penalty: 2760.458984
	Iteration 39Q: 3 clusters Score -620416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -620417.937500 Penalty: 2760.458984
	Iteration 40F: 3 clusters Score -620417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Entering Unmasked Estep 
Score: -2295663.500000 Penalty: 1596.119995
	Iteration 0F: 2 clusters Score -2295664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2283116.500000 Penalty: 3192.239990
	Iteration 0F: 3 clusters Score -2283116 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2287639.000000 Penalty: 3192.239990
	Iteration 1F: 3 clusters Score -2287639 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2287996.750000 Penalty: 3192.239990
	Iteration 2F: 3 clusters Score -2287997 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2288395.250000 Penalty: 3192.239990
	Iteration 3F: 3 clusters Score -2288395 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2288917.750000 Penalty: 3192.239990
	Iteration 4F: 3 clusters Score -2288918 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2289624.500000 Penalty: 3192.239990
	Iteration 5F: 3 clusters Score -2289624 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2290482.750000 Penalty: 3192.239990
	Iteration 6F: 3 clusters Score -2290483 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2291555.250000 Penalty: 3192.239990
	Iteration 7F: 3 clusters Score -2291555 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2292610.750000 Penalty: 3192.239990
	Iteration 8F: 3 clusters Score -2292611 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2293361.250000 Penalty: 3192.239990
	Iteration 9Q: 3 clusters Score -2293361 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2293801.250000 Penalty: 3192.239990
	Iteration 10Q: 3 clusters Score -2293801 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2293993.750000 Penalty: 3192.239990
	Iteration 11Q: 3 clusters Score -2293994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2294107.250000 Penalty: 3192.239990
	Iteration 12Q: 3 clusters Score -2294107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2294165.500000 Penalty: 3192.239990
	Iteration 13Q: 3 clusters Score -2294166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2294194.000000 Penalty: 3192.239990
	Iteration 14Q: 3 clusters Score -2294194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2294205.750000 Penalty: 3192.239990
	Iteration 15Q: 3 clusters Score -2294206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2294221.000000 Penalty: 3192.239990
	Iteration 16Q: 3 clusters Score -2294221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2294229.250000 Penalty: 3192.239990
	Iteration 17Q: 3 clusters Score -2294229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2294239.250000 Penalty: 3192.239990
	Iteration 18Q: 3 clusters Score -2294239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2294247.500000 Penalty: 3192.239990
	Iteration 19Q: 3 clusters Score -2294248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2294249.500000 Penalty: 3192.239990
	Iteration 20F: 3 clusters Score -2294250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2294250.000000 Penalty: 3192.239990
	Iteration 21Q: 3 clusters Score -2294250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2294252.500000 Penalty: 3192.239990
	Iteration 22Q: 3 clusters Score -2294252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2294254.250000 Penalty: 3192.239990
	Iteration 23Q: 3 clusters Score -2294254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2294255.500000 Penalty: 3192.239990
	Iteration 24Q: 3 clusters Score -2294256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2294255.500000 Penalty: 3192.239990
	Iteration 25F: 3 clusters Score -2294256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Entering Unmasked Estep 
Score: -6063977.500000 Penalty: 1744.062866
	Iteration 0F: 2 clusters Score -6063978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -6033335.000000 Penalty: 3488.125732
	Iteration 0F: 3 clusters Score -6033335 nChanged 21460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6045230.000000 Penalty: 3488.125732
	Iteration 1F: 3 clusters Score -6045230 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6045744.000000 Penalty: 3488.125732
	Iteration 2Q: 3 clusters Score -6045744 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6046308.000000 Penalty: 3488.125732
	Iteration 3Q: 3 clusters Score -6046308 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -6046914.000000 Penalty: 3488.125732
	Iteration 4Q: 3 clusters Score -6046914 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6047941.000000 Penalty: 3488.125732
	Iteration 5Q: 3 clusters Score -6047941 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -6049469.500000 Penalty: 3488.125732
	Iteration 6F: 3 clusters Score -6049470 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -6051514.500000 Penalty: 3488.125732
	Iteration 7F: 3 clusters Score -6051514 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -6053763.500000 Penalty: 3488.125732
	Iteration 8F: 3 clusters Score -6053764 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6055250.500000 Penalty: 3488.125732
	Iteration 9F: 3 clusters Score -6055250 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6056045.000000 Penalty: 3488.125732
	Iteration 10Q: 3 clusters Score -6056045 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6056623.500000 Penalty: 3488.125732
	Iteration 11Q: 3 clusters Score -6056624 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6057155 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -6057738.500000 Penalty: 3488.125732
	Iteration 13Q: 3 clusters Score -6057738 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -6058394.500000 Penalty: 3488.125732
	Iteration 14Q: 3 clusters Score -6058394 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -6059025.000000 Penalty: 3488.125732
	Iteration 15Q: 3 clusters Score -6059025 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6059697.500000 Penalty: 3488.125732
	Iteration 16Q: 3 clusters Score -6059698 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -6060437.000000 Penalty: 3488.125732
	Iteration 17Q: 3 clusters Score -6060437 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6061107 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -6061610.500000 Penalty: 3488.125732
	Iteration 19Q: 3 clusters Score -6061610 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -6061990.500000 Penalty: 3488.125732
	Iteration 20F: 3 clusters Score -6061990 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -6062196.500000 Penalty: 3488.125732
	Iteration 21Q: 3 clusters Score -6062196 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -6062309.500000 Penalty: 3488.125732
	Iteration 22Q: 3 clusters Score -6062310 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -6062376.500000 Penalty: 3488.125732
	Iteration 23Q: 3 clusters Score -6062376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -6062413.000000 Penalty: 3488.125732
	Iteration 24Q: 3 clusters Score -6062413 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -6062427.500000 Penalty: 3488.125732
	Iteration 25Q: 3 clusters Score -6062428 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6062428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -6062425.500000 Penalty: 3488.125732
	Iteration 27Q: 3 clusters Score -6062426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -6062424.000000 Penalty: 3488.125732
	Iteration 28Q: 3 clusters Score -6062424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -6062434.000000 Penalty: 3488.125732
	Iteration 29Q: 3 clusters Score -6062434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -6062418.000000 Penalty: 3488.125732
	Iteration 30Q: 3 clusters Score -6062418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -6062430.500000 Penalty: 3488.125732
	Iteration 31Q: 3 clusters Score -6062430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -6062423.000000 Penalty: 3488.125732
	Iteration 32Q: 3 clusters Score -6062423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -6062414.000000 Penalty: 3488.125732
	Iteration 33Q: 3 clusters Score -6062414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -6062408.000000 Penalty: 3488.125732
	Iteration 34Q: 3 clusters Score -6062408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -6062419.500000 Penalty: 3488.125732
	Iteration 35Q: 3 clusters Score -6062420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -6062404.000000 Penalty: 3488.125732
	Iteration 36Q: 3 clusters Score -6062404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -6062421.500000 Penalty: 3488.125732
	Iteration 37Q: 3 clusters Score -6062422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6062418.500000 Penalty: 3488.125732
	Iteration 38Q: 3 clusters Score -6062418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -6062438.500000 Penalty: 3488.125732
	Iteration 39Q: 3 clusters Score -6062438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6062430.000000 Penalty: 3488.125732
	Iteration 40F: 3 clusters Score -6062430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -6062436.500000 Penalty: 3488.125732
	Iteration 41Q: 3 clusters Score -6062436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -6062448.500000 Penalty: 3488.125732
	Iteration 42Q: 3 clusters Score -6062448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -6062450.500000 Penalty: 3488.125732
	Iteration 43Q: 3 clusters Score -6062450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -6062467.000000 Penalty: 3488.125732
	Iteration 44Q: 3 clusters Score -6062467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -6062470.000000 Penalty: 3488.125732
	Iteration 45Q: 3 clusters Score -6062470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -6062466.500000 Penalty: 3488.125732
	Iteration 46Q: 3 clusters Score -6062466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -6062483.500000 Penalty: 3488.125732
	Iteration 47Q: 3 clusters Score -6062484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -6062473.000000 Penalty: 3488.125732
	Iteration 48Q: 3 clusters Score -6062473 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6062473 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6062476.000000 Penalty: 3488.125732
	Iteration 50Q: 3 clusters Score -6062476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -6062485.500000 Penalty: 3488.125732
	Iteration 51Q: 3 clusters Score -6062486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -6062498.000000 Penalty: 3488.125732
	Iteration 52Q: 3 clusters Score -6062498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -6062505.000000 Penalty: 3488.125732
	Iteration 53Q: 3 clusters Score -6062505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -6062498.500000 Penalty: 3488.125732
	Iteration 54Q: 3 clusters Score -6062498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -6062501.000000 Penalty: 3488.125732
	Iteration 55Q: 3 clusters Score -6062501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6062498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -6062487.000000 Penalty: 3488.125732
	Iteration 57Q: 3 clusters Score -6062487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6062505 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6062502.000000 Penalty: 3488.125732
	Iteration 59Q: 3 clusters Score -6062502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -6062504.500000 Penalty: 3488.125732
	Iteration 60F: 3 clusters Score -6062504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6062502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -6062509.000000 Penalty: 3488.125732
	Iteration 62Q: 3 clusters Score -6062509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -6062519.500000 Penalty: 3488.125732
	Iteration 63Q: 3 clusters Score -6062520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -6062531.500000 Penalty: 3488.125732
	Iteration 64Q: 3 clusters Score -6062532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6062531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -6062534.500000 Penalty: 3488.125732
	Iteration 66Q: 3 clusters Score -6062534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6062520.500000 Penalty: 3488.125732
	Iteration 67Q: 3 clusters Score -6062520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6062527.500000 Penalty: 3488.125732
	Iteration 68Q: 3 clusters Score -6062528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -6062542.500000 Penalty: 3488.125732
	Iteration 69Q: 3 clusters Score -6062542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -6062536.500000 Penalty: 3488.125732
	Iteration 70Q: 3 clusters Score -6062536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -6062522.500000 Penalty: 3488.125732
	Iteration 71Q: 3 clusters Score -6062522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -6062535.000000 Penalty: 3488.125732
	Iteration 72Q: 3 clusters Score -6062535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6062525.500000 Penalty: 3488.125732
	Iteration 73Q: 3 clusters Score -6062526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6062537.000000 Penalty: 3488.125732
	Iteration 74Q: 3 clusters Score -6062537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -6062532.500000 Penalty: 3488.125732
	Iteration 75Q: 3 clusters Score -6062532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -6062522.000000 Penalty: 3488.125732
	Iteration 76Q: 3 clusters Score -6062522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -6062517.000000 Penalty: 3488.125732
	Iteration 77Q: 3 clusters Score -6062517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6062519.000000 Penalty: 3488.125732
	Iteration 78Q: 3 clusters Score -6062519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -6062531.000000 Penalty: 3488.125732
	Iteration 79Q: 3 clusters Score -6062531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -6062525.500000 Penalty: 3488.125732
	Iteration 80F: 3 clusters Score -6062526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6062528.000000 Penalty: 3488.125732
	Iteration 81Q: 3 clusters Score -6062528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6062525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -6062524.000000 Penalty: 3488.125732
	Iteration 83Q: 3 clusters Score -6062524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -6062529.500000 Penalty: 3488.125732
	Iteration 84Q: 3 clusters Score -6062530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6062544.500000 Penalty: 3488.125732
	Iteration 85Q: 3 clusters Score -6062544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6062553.000000 Penalty: 3488.125732
	Iteration 86Q: 3 clusters Score -6062553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -6062560.500000 Penalty: 3488.125732
	Iteration 87Q: 3 clusters Score -6062560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6062554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -6062553.500000 Penalty: 3488.125732
	Iteration 89Q: 3 clusters Score -6062554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -6062558.000000 Penalty: 3488.125732
	Iteration 90Q: 3 clusters Score -6062558 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -6062555.500000 Penalty: 3488.125732
	Iteration 91Q: 3 clusters Score -6062556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -6062550.000000 Penalty: 3488.125732
	Iteration 92Q: 3 clusters Score -6062550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -6062556.500000 Penalty: 3488.125732
	Iteration 93Q: 3 clusters Score -6062556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -6062560.000000 Penalty: 3488.125732
	Iteration 94Q: 3 clusters Score -6062560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -6062559.500000 Penalty: 3488.125732
	Iteration 95Q: 3 clusters Score -6062560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6062558.500000 Penalty: 3488.125732
	Iteration 96Q: 3 clusters Score -6062558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -6062556.500000 Penalty: 3488.125732
	Iteration 97Q: 3 clusters Score -6062556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -6062554.500000 Penalty: 3488.125732
	Iteration 98Q: 3 clusters Score -6062554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -6062549.000000 Penalty: 3488.125732
	Iteration 99Q: 3 clusters Score -6062549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -6062552.000000 Penalty: 3488.125732
	Iteration 100F: 3 clusters Score -6062552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6062554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -6062559.500000 Penalty: 3488.125732
	Iteration 102Q: 3 clusters Score -6062560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6062561.000000 Penalty: 3488.125732
	Iteration 103Q: 3 clusters Score -6062561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -6062556.000000 Penalty: 3488.125732
	Iteration 104Q: 3 clusters Score -6062556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -6062562.000000 Penalty: 3488.125732
	Iteration 105Q: 3 clusters Score -6062562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6062565.500000 Penalty: 3488.125732
	Iteration 106Q: 3 clusters Score -6062566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -6062562.000000 Penalty: 3488.125732
	Iteration 107Q: 3 clusters Score -6062562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6062549.000000 Penalty: 3488.125732
	Iteration 108Q: 3 clusters Score -6062549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -6062548.000000 Penalty: 3488.125732
	Iteration 109Q: 3 clusters Score -6062548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -6062542.000000 Penalty: 3488.125732
	Iteration 110Q: 3 clusters Score -6062542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6062552.000000 Penalty: 3488.125732
	Iteration 111Q: 3 clusters Score -6062552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6062561.500000 Penalty: 3488.125732
	Iteration 112Q: 3 clusters Score -6062562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -6062563.500000 Penalty: 3488.125732
	Iteration 113Q: 3 clusters Score -6062564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -6062564.000000 Penalty: 3488.125732
	Iteration 114Q: 3 clusters Score -6062564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -6062562.500000 Penalty: 3488.125732
	Iteration 115Q: 3 clusters Score -6062562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -6062565.500000 Penalty: 3488.125732
	Iteration 116Q: 3 clusters Score -6062566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -6062557.000000 Penalty: 3488.125732
	Iteration 117Q: 3 clusters Score -6062557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -6062559.500000 Penalty: 3488.125732
	Iteration 118Q: 3 clusters Score -6062560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -6062565.000000 Penalty: 3488.125732
	Iteration 119Q: 3 clusters Score -6062565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6062563.000000 Penalty: 3488.125732
	Iteration 120F: 3 clusters Score -6062563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -6062556.500000 Penalty: 3488.125732
	Iteration 121Q: 3 clusters Score -6062556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -6062562.000000 Penalty: 3488.125732
	Iteration 122Q: 3 clusters Score -6062562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -6062560.500000 Penalty: 3488.125732
	Iteration 123Q: 3 clusters Score -6062560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -6062561.000000 Penalty: 3488.125732
	Iteration 124Q: 3 clusters Score -6062561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -6062559.500000 Penalty: 3488.125732
	Iteration 125Q: 3 clusters Score -6062560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -6062560.000000 Penalty: 3488.125732
	Iteration 126Q: 3 clusters Score -6062560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -6062555.000000 Penalty: 3488.125732
	Iteration 127Q: 3 clusters Score -6062555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -6062561.500000 Penalty: 3488.125732
	Iteration 128Q: 3 clusters Score -6062562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6062566.500000 Penalty: 3488.125732
	Iteration 129Q: 3 clusters Score -6062566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -6062562.000000 Penalty: 3488.125732
	Iteration 130Q: 3 clusters Score -6062562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -6062570.500000 Penalty: 3488.125732
	Iteration 131Q: 3 clusters Score -6062570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6062557.000000 Penalty: 3488.125732
	Iteration 132Q: 3 clusters Score -6062557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6062551.000000 Penalty: 3488.125732
	Iteration 133Q: 3 clusters Score -6062551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6062560.000000 Penalty: 3488.125732
	Iteration 134Q: 3 clusters Score -6062560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -6062577.500000 Penalty: 3488.125732
	Iteration 135Q: 3 clusters Score -6062578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6062581.500000 Penalty: 3488.125732
	Iteration 136Q: 3 clusters Score -6062582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -6062576.500000 Penalty: 3488.125732
	Iteration 137Q: 3 clusters Score -6062576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -6062573.500000 Penalty: 3488.125732
	Iteration 138Q: 3 clusters Score -6062574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -6062560.500000 Penalty: 3488.125732
	Iteration 139Q: 3 clusters Score -6062560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -6062567.000000 Penalty: 3488.125732
	Iteration 140F: 3 clusters Score -6062567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -6062550.500000 Penalty: 3488.125732
	Iteration 141Q: 3 clusters Score -6062550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -6062568.500000 Penalty: 3488.125732
	Iteration 142Q: 3 clusters Score -6062568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -6062560.500000 Penalty: 3488.125732
	Iteration 143Q: 3 clusters Score -6062560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6062559.000000 Penalty: 3488.125732
	Iteration 144Q: 3 clusters Score -6062559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -6062564.500000 Penalty: 3488.125732
	Iteration 145Q: 3 clusters Score -6062564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -6062558.000000 Penalty: 3488.125732
	Iteration 146Q: 3 clusters Score -6062558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -6062557.000000 Penalty: 3488.125732
	Iteration 147Q: 3 clusters Score -6062557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -6062559.000000 Penalty: 3488.125732
	Iteration 148Q: 3 clusters Score -6062559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6062558.500000 Penalty: 3488.125732
	Iteration 149Q: 3 clusters Score -6062558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -6062556.500000 Penalty: 3488.125732
	Iteration 150Q: 3 clusters Score -6062556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -6062556.500000 Penalty: 3488.125732
	Iteration 151F: 3 clusters Score -6062556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Entering Unmasked Estep 
Score: -3229800.750000 Penalty: 1641.556763
	Iteration 0F: 2 clusters Score -3229801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3213265.000000 Penalty: 3283.113525
	Iteration 0F: 3 clusters Score -3213265 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3219353.250000 Penalty: 3283.113525
	Iteration 1F: 3 clusters Score -3219353 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3219673.250000 Penalty: 3283.113525
	Iteration 2Q: 3 clusters Score -3219673 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3219935.500000 Penalty: 3283.113525
	Iteration 3Q: 3 clusters Score -3219936 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3220205.250000 Penalty: 3283.113525
	Iteration 4Q: 3 clusters Score -3220205 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3220471.000000 Penalty: 3283.113525
	Iteration 5Q: 3 clusters Score -3220471 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3220795.500000 Penalty: 3283.113525
	Iteration 6Q: 3 clusters Score -3220796 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3221237.750000 Penalty: 3283.113525
	Iteration 7Q: 3 clusters Score -3221238 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3221850.750000 Penalty: 3283.113525
	Iteration 8Q: 3 clusters Score -3221851 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3222702.750000 Penalty: 3283.113525
	Iteration 9F: 3 clusters Score -3222703 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3223859.000000 Penalty: 3283.113525
	Iteration 10F: 3 clusters Score -3223859 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3225136.250000 Penalty: 3283.113525
	Iteration 11F: 3 clusters Score -3225136 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3226419.000000 Penalty: 3283.113525
	Iteration 12F: 3 clusters Score -3226419 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3227272.250000 Penalty: 3283.113525
	Iteration 13Q: 3 clusters Score -3227272 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3227764.250000 Penalty: 3283.113525
	Iteration 14Q: 3 clusters Score -3227764 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3228041.750000 Penalty: 3283.113525
	Iteration 15Q: 3 clusters Score -3228042 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3228161.500000 Penalty: 3283.113525
	Iteration 16Q: 3 clusters Score -3228162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3228222.000000 Penalty: 3283.113525
	Iteration 17Q: 3 clusters Score -3228222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3228264.500000 Penalty: 3283.113525
	Iteration 18Q: 3 clusters Score -3228264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3228287.250000 Penalty: 3283.113525
	Iteration 19Q: 3 clusters Score -3228287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3228303.750000 Penalty: 3283.113525
	Iteration 20F: 3 clusters Score -3228304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3228318.250000 Penalty: 3283.113525
	Iteration 21Q: 3 clusters Score -3228318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3228323.250000 Penalty: 3283.113525
	Iteration 22Q: 3 clusters Score -3228323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3228328.750000 Penalty: 3283.113525
	Iteration 23Q: 3 clusters Score -3228329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3228339.250000 Penalty: 3283.113525
	Iteration 24Q: 3 clusters Score -3228339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3228345.750000 Penalty: 3283.113525
	Iteration 25Q: 3 clusters Score -3228346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3228353.500000 Penalty: 3283.113525
	Iteration 26Q: 3 clusters Score -3228354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3228356.750000 Penalty: 3283.113525
	Iteration 27Q: 3 clusters Score -3228357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3228364.000000 Penalty: 3283.113525
	Iteration 28Q: 3 clusters Score -3228364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3228370.750000 Penalty: 3283.113525
	Iteration 29Q: 3 clusters Score -3228371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3228374.250000 Penalty: 3283.113525
	Iteration 30Q: 3 clusters Score -3228374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3228375.500000 Penalty: 3283.113525
	Iteration 31Q: 3 clusters Score -3228376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3228377.250000 Penalty: 3283.113525
	Iteration 32Q: 3 clusters Score -3228377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3228377.750000 Penalty: 3283.113525
	Iteration 33Q: 3 clusters Score -3228378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3228377.250000 Penalty: 3283.113525
	Iteration 34Q: 3 clusters Score -3228377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3228381.500000 Penalty: 3283.113525
	Iteration 35Q: 3 clusters Score -3228382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3228381.250000 Penalty: 3283.113525
	Iteration 36Q: 3 clusters Score -3228381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3228381.250000 Penalty: 3283.113525
	Iteration 37F: 3 clusters Score -3228381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -565580.687500 Penalty: 1359.043091
	Iteration 0F: 2 clusters Score -565580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -562032.437500 Penalty: 2718.086182
	Iteration 0F: 3 clusters Score -562032.4 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -562935.375000 Penalty: 2718.086182
	Iteration 1F: 3 clusters Score -562935.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -563095.375000 Penalty: 2718.086182
	Iteration 2F: 3 clusters Score -563095.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -563208.000000 Penalty: 2718.086182
	Iteration 3F: 3 clusters Score -563208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -563291.500000 Penalty: 2718.086182
	Iteration 4Q: 3 clusters Score -563291.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563360.625000 Penalty: 2718.086182
	Iteration 5Q: 3 clusters Score -563360.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -563415.875000 Penalty: 2718.086182
	Iteration 6Q: 3 clusters Score -563415.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -563474.937500 Penalty: 2718.086182
	Iteration 7Q: 3 clusters Score -563474.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -563559.375000 Penalty: 2718.086182
	Iteration 8Q: 3 clusters Score -563559.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -563695.875000 Penalty: 2718.086182
	Iteration 9Q: 3 clusters Score -563695.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -563827.812500 Penalty: 2718.086182
	Iteration 10Q: 3 clusters Score -563827.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -563970.062500 Penalty: 2718.086182
	Iteration 11Q: 3 clusters Score -563970.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -564118.125000 Penalty: 2718.086182
	Iteration 12Q: 3 clusters Score -564118.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -564245.937500 Penalty: 2718.086182
	Iteration 13Q: 3 clusters Score -564245.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -564361.625000 Penalty: 2718.086182
	Iteration 14Q: 3 clusters Score -564361.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -564464.375000 Penalty: 2718.086182
	Iteration 15Q: 3 clusters Score -564464.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -564564.250000 Penalty: 2718.086182
	Iteration 16Q: 3 clusters Score -564564.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -564642.562500 Penalty: 2718.086182
	Iteration 17Q: 3 clusters Score -564642.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -564696.750000 Penalty: 2718.086182
	Iteration 18Q: 3 clusters Score -564696.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -564731.375000 Penalty: 2718.086182
	Iteration 19Q: 3 clusters Score -564731.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -564752.437500 Penalty: 2718.086182
	Iteration 20F: 3 clusters Score -564752.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -564765.125000 Penalty: 2718.086182
	Iteration 21Q: 3 clusters Score -564765.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -564772.812500 Penalty: 2718.086182
	Iteration 22Q: 3 clusters Score -564772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -564776.125000 Penalty: 2718.086182
	Iteration 23Q: 3 clusters Score -564776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -564778.437500 Penalty: 2718.086182
	Iteration 24Q: 3 clusters Score -564778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -564781.187500 Penalty: 2718.086182
	Iteration 25Q: 3 clusters Score -564781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -564781.750000 Penalty: 2718.086182
	Iteration 26Q: 3 clusters Score -564781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -564781.625000 Penalty: 2718.086182
	Iteration 27Q: 3 clusters Score -564781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -564782.937500 Penalty: 2718.086182
	Iteration 28Q: 3 clusters Score -564782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -564781.937500 Penalty: 2718.086182
	Iteration 29Q: 3 clusters Score -564781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -564782.250000 Penalty: 2718.086182
	Iteration 30Q: 3 clusters Score -564782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -564782.250000 Penalty: 2718.086182
	Iteration 31F: 3 clusters Score -564782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -230642.812500 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -230642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -228685.093750 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -228685.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229095.265625 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -229095.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -229185.843750 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -229185.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -229228.015625 Penalty: 2441.955566
	Iteration 3Q: 3 clusters Score -229228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -229257.484375 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -229257.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -229280.796875 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -229280.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -229301.296875 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -229301.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -229313.640625 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -229313.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -229323.687500 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -229323.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229332.921875 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -229332.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -229343.218750 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -229343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -229350.781250 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -229350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -229356.875000 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -229356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -229365.375000 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -229365.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -229373.421875 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -229373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -229381.078125 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -229381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -229389.312500 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -229389.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -229396.531250 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -229396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -229399.640625 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -229399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -229399.843750 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -229399.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -229401.796875 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -229401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -229404.000000 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -229404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -229406.187500 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -229406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -229409.296875 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -229409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -229410.906250 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -229410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -229414.093750 Penalty: 2441.955566
	Iteration 25Q: 3 clusters Score -229414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -229415.718750 Penalty: 2441.955566
	Iteration 26Q: 3 clusters Score -229415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -229416.468750 Penalty: 2441.955566
	Iteration 27Q: 3 clusters Score -229416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -229416.640625 Penalty: 2441.955566
	Iteration 28Q: 3 clusters Score -229416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -229416.937500 Penalty: 2441.955566
	Iteration 29Q: 3 clusters Score -229416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -229417.593750 Penalty: 2441.955566
	Iteration 30Q: 3 clusters Score -229417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -229418.500000 Penalty: 2441.955566
	Iteration 31Q: 3 clusters Score -229418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -229418.859375 Penalty: 2441.955566
	Iteration 32Q: 3 clusters Score -229418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -229422.062500 Penalty: 2441.955566
	Iteration 33Q: 3 clusters Score -229422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -229425.375000 Penalty: 2441.955566
	Iteration 34Q: 3 clusters Score -229425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -229429.109375 Penalty: 2441.955566
	Iteration 35Q: 3 clusters Score -229429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -229431.546875 Penalty: 2441.955566
	Iteration 36Q: 3 clusters Score -229431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -229433.906250 Penalty: 2441.955566
	Iteration 37Q: 3 clusters Score -229433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -229435.000000 Penalty: 2441.955566
	Iteration 38Q: 3 clusters Score -229435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -229439.203125 Penalty: 2441.955566
	Iteration 39Q: 3 clusters Score -229439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -229442.093750 Penalty: 2441.955566
	Iteration 40F: 3 clusters Score -229442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -229443.859375 Penalty: 2441.955566
	Iteration 41Q: 3 clusters Score -229443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -229446.093750 Penalty: 2441.955566
	Iteration 42Q: 3 clusters Score -229446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -229447.578125 Penalty: 2441.955566
	Iteration 43Q: 3 clusters Score -229447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -229448.765625 Penalty: 2441.955566
	Iteration 44Q: 3 clusters Score -229448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -229449.515625 Penalty: 2441.955566
	Iteration 45Q: 3 clusters Score -229449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -229449.734375 Penalty: 2441.955566
	Iteration 46Q: 3 clusters Score -229449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -229451.812500 Penalty: 2441.955566
	Iteration 47Q: 3 clusters Score -229451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -229453.531250 Penalty: 2441.955566
	Iteration 48Q: 3 clusters Score -229453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -229454.750000 Penalty: 2441.955566
	Iteration 49Q: 3 clusters Score -229454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -229456.671875 Penalty: 2441.955566
	Iteration 50Q: 3 clusters Score -229456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -229458.359375 Penalty: 2441.955566
	Iteration 51Q: 3 clusters Score -229458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229461.984375 Penalty: 2441.955566
	Iteration 52Q: 3 clusters Score -229462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -229463.171875 Penalty: 2441.955566
	Iteration 53Q: 3 clusters Score -229463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -229463.781250 Penalty: 2441.955566
	Iteration 54Q: 3 clusters Score -229463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -229467.781250 Penalty: 2441.955566
	Iteration 55Q: 3 clusters Score -229467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -229470.234375 Penalty: 2441.955566
	Iteration 56Q: 3 clusters Score -229470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -229471.515625 Penalty: 2441.955566
	Iteration 57Q: 3 clusters Score -229471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -229471.703125 Penalty: 2441.955566
	Iteration 58Q: 3 clusters Score -229471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -229472.546875 Penalty: 2441.955566
	Iteration 59Q: 3 clusters Score -229472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -229473.734375 Penalty: 2441.955566
	Iteration 60F: 3 clusters Score -229473.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (63657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Entering Unmasked Estep 
Score: -8377391.000000 Penalty: 1797.455566
	Iteration 0F: 2 clusters Score -8377391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8335793.500000 Penalty: 3594.911133
	Iteration 0F: 3 clusters Score -8335794 nChanged 29904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -8353138.500000 Penalty: 3594.911133
	Iteration 1F: 3 clusters Score -8353138 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8354031.500000 Penalty: 3594.911133
	Iteration 2Q: 3 clusters Score -8354032 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -8355384.500000 Penalty: 3594.911133
	Iteration 3Q: 3 clusters Score -8355384 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -8357448.000000 Penalty: 3594.911133
	Iteration 4F: 3 clusters Score -8357448 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8360493.500000 Penalty: 3594.911133
	Iteration 5F: 3 clusters Score -8360494 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -8364027.000000 Penalty: 3594.911133
	Iteration 6F: 3 clusters Score -8364027 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -8367524.000000 Penalty: 3594.911133
	Iteration 7F: 3 clusters Score -8367524 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -8370270.000000 Penalty: 3594.911133
	Iteration 8F: 3 clusters Score -8370270 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8372054.500000 Penalty: 3594.911133
	Iteration 9Q: 3 clusters Score -8372054 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8373347.500000 Penalty: 3594.911133
	Iteration 10Q: 3 clusters Score -8373348 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8374173.000000 Penalty: 3594.911133
	Iteration 11Q: 3 clusters Score -8374173 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8374687.000000 Penalty: 3594.911133
	Iteration 12Q: 3 clusters Score -8374687 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8375077.000000 Penalty: 3594.911133
	Iteration 13Q: 3 clusters Score -8375077 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8375269.500000 Penalty: 3594.911133
	Iteration 14Q: 3 clusters Score -8375270 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8375423.000000 Penalty: 3594.911133
	Iteration 15Q: 3 clusters Score -8375423 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8375535.000000 Penalty: 3594.911133
	Iteration 16Q: 3 clusters Score -8375535 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8375623.500000 Penalty: 3594.911133
	Iteration 17Q: 3 clusters Score -8375624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8375689.000000 Penalty: 3594.911133
	Iteration 18Q: 3 clusters Score -8375689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8375760.500000 Penalty: 3594.911133
	Iteration 19Q: 3 clusters Score -8375760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8375794.000000 Penalty: 3594.911133
	Iteration 20F: 3 clusters Score -8375794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8375822.000000 Penalty: 3594.911133
	Iteration 21Q: 3 clusters Score -8375822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8375849.000000 Penalty: 3594.911133
	Iteration 22Q: 3 clusters Score -8375849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8375868.500000 Penalty: 3594.911133
	Iteration 23Q: 3 clusters Score -8375868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8375866.000000 Penalty: 3594.911133
	Iteration 24Q: 3 clusters Score -8375866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8375872.000000 Penalty: 3594.911133
	Iteration 25Q: 3 clusters Score -8375872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8375895.500000 Penalty: 3594.911133
	Iteration 26Q: 3 clusters Score -8375896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8375900.000000 Penalty: 3594.911133
	Iteration 27Q: 3 clusters Score -8375900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8375903.500000 Penalty: 3594.911133
	Iteration 28Q: 3 clusters Score -8375904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8375900.500000 Penalty: 3594.911133
	Iteration 29Q: 3 clusters Score -8375900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8375904.500000 Penalty: 3594.911133
	Iteration 30Q: 3 clusters Score -8375904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8375902.500000 Penalty: 3594.911133
	Iteration 31Q: 3 clusters Score -8375902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8375906.500000 Penalty: 3594.911133
	Iteration 32Q: 3 clusters Score -8375906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8375909.000000 Penalty: 3594.911133
	Iteration 33Q: 3 clusters Score -8375909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8375905.500000 Penalty: 3594.911133
	Iteration 34Q: 3 clusters Score -8375906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8375904.000000 Penalty: 3594.911133
	Iteration 35Q: 3 clusters Score -8375904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8375904.000000 Penalty: 3594.911133
	Iteration 36Q: 3 clusters Score -8375904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8375904.000000 Penalty: 3594.911133
	Iteration 37F: 3 clusters Score -8375904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Entering Unmasked Estep 
Score: -10424571.000000 Penalty: 1831.691650
	Iteration 0F: 2 clusters Score -1.042457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -10375355.000000 Penalty: 3663.383301
	Iteration 0F: 3 clusters Score -1.037536e+07 nChanged 37485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -10396872.000000 Penalty: 3663.383301
	Iteration 1F: 3 clusters Score -1.039687e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -10397486.000000 Penalty: 3663.383301
	Iteration 2Q: 3 clusters Score -1.039749e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -10398150.000000 Penalty: 3663.383301
	Iteration 3Q: 3 clusters Score -1.039815e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -10398799.000000 Penalty: 3663.383301
	Iteration 4Q: 3 clusters Score -1.03988e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -10399537.000000 Penalty: 3663.383301
	Iteration 5Q: 3 clusters Score -1.039954e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -10400560.000000 Penalty: 3663.383301
	Iteration 6Q: 3 clusters Score -1.040056e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -10402134.000000 Penalty: 3663.383301
	Iteration 7Q: 3 clusters Score -1.040213e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -10404401.000000 Penalty: 3663.383301
	Iteration 8F: 3 clusters Score -1.04044e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -10407884.000000 Penalty: 3663.383301
	Iteration 9F: 3 clusters Score -1.040788e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -10411284.000000 Penalty: 3663.383301
	Iteration 10F: 3 clusters Score -1.041128e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -10414256.000000 Penalty: 3663.383301
	Iteration 11F: 3 clusters Score -1.041426e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -10416489.000000 Penalty: 3663.383301
	Iteration 12Q: 3 clusters Score -1.041649e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -10418045.000000 Penalty: 3663.383301
	Iteration 13Q: 3 clusters Score -1.041804e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -10419075.000000 Penalty: 3663.383301
	Iteration 14Q: 3 clusters Score -1.041908e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -10419740.000000 Penalty: 3663.383301
	Iteration 15Q: 3 clusters Score -1.041974e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -10420370.000000 Penalty: 3663.383301
	Iteration 16Q: 3 clusters Score -1.042037e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -10421005.000000 Penalty: 3663.383301
	Iteration 17Q: 3 clusters Score -1.0421e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -10421529.000000 Penalty: 3663.383301
	Iteration 18Q: 3 clusters Score -1.042153e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10421926.000000 Penalty: 3663.383301
	Iteration 19Q: 3 clusters Score -1.042193e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10422259.000000 Penalty: 3663.383301
	Iteration 20F: 3 clusters Score -1.042226e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10422465.000000 Penalty: 3663.383301
	Iteration 21Q: 3 clusters Score -1.042246e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10422637.000000 Penalty: 3663.383301
	Iteration 22Q: 3 clusters Score -1.042264e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10422736.000000 Penalty: 3663.383301
	Iteration 23Q: 3 clusters Score -1.042274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10422809.000000 Penalty: 3663.383301
	Iteration 24Q: 3 clusters Score -1.042281e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10422866.000000 Penalty: 3663.383301
	Iteration 25Q: 3 clusters Score -1.042287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10422884.000000 Penalty: 3663.383301
	Iteration 26Q: 3 clusters Score -1.042288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10422906.000000 Penalty: 3663.383301
	Iteration 27Q: 3 clusters Score -1.042291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10422942.000000 Penalty: 3663.383301
	Iteration 28Q: 3 clusters Score -1.042294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10422953.000000 Penalty: 3663.383301
	Iteration 29Q: 3 clusters Score -1.042295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10422959.000000 Penalty: 3663.383301
	Iteration 30Q: 3 clusters Score -1.042296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10422958.000000 Penalty: 3663.383301
	Iteration 31Q: 3 clusters Score -1.042296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10422966.000000 Penalty: 3663.383301
	Iteration 32Q: 3 clusters Score -1.042297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10422962.000000 Penalty: 3663.383301
	Iteration 33Q: 3 clusters Score -1.042296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10422970.000000 Penalty: 3663.383301
	Iteration 34Q: 3 clusters Score -1.042297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10422973.000000 Penalty: 3663.383301
	Iteration 35Q: 3 clusters Score -1.042297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10422976.000000 Penalty: 3663.383301
	Iteration 36Q: 3 clusters Score -1.042298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10422980.000000 Penalty: 3663.383301
	Iteration 37Q: 3 clusters Score -1.042298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10422979.000000 Penalty: 3663.383301
	Iteration 38Q: 3 clusters Score -1.042298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10422976.000000 Penalty: 3663.383301
	Iteration 39Q: 3 clusters Score -1.042298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10422977.000000 Penalty: 3663.383301
	Iteration 40F: 3 clusters Score -1.042298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10422985.000000 Penalty: 3663.383301
	Iteration 41Q: 3 clusters Score -1.042298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10422985.000000 Penalty: 3663.383301
	Iteration 42F: 3 clusters Score -1.042298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -343937.218750 Penalty: 1283.913696
	Iteration 0F: 2 clusters Score -343937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -341404.968750 Penalty: 2567.827393
	Iteration 0F: 3 clusters Score -341405 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -341962.343750 Penalty: 2567.827393
	Iteration 1F: 3 clusters Score -341962.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -342112.687500 Penalty: 2567.827393
	Iteration 2F: 3 clusters Score -342112.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -342219.375000 Penalty: 2567.827393
	Iteration 3F: 3 clusters Score -342219.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -342297.750000 Penalty: 2567.827393
	Iteration 4Q: 3 clusters Score -342297.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -342390.125000 Penalty: 2567.827393
	Iteration 5Q: 3 clusters Score -342390.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -342510.187500 Penalty: 2567.827393
	Iteration 6Q: 3 clusters Score -342510.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -342612.593750 Penalty: 2567.827393
	Iteration 7Q: 3 clusters Score -342612.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -342692.187500 Penalty: 2567.827393
	Iteration 8Q: 3 clusters Score -342692.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -342754.875000 Penalty: 2567.827393
	Iteration 9Q: 3 clusters Score -342754.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -342794.531250 Penalty: 2567.827393
	Iteration 10Q: 3 clusters Score -342794.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -342835.343750 Penalty: 2567.827393
	Iteration 11Q: 3 clusters Score -342835.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -342867.968750 Penalty: 2567.827393
	Iteration 12Q: 3 clusters Score -342868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -342884.812500 Penalty: 2567.827393
	Iteration 13Q: 3 clusters Score -342884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -342893.718750 Penalty: 2567.827393
	Iteration 14Q: 3 clusters Score -342893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -342897.718750 Penalty: 2567.827393
	Iteration 15Q: 3 clusters Score -342897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -342900.125000 Penalty: 2567.827393
	Iteration 16Q: 3 clusters Score -342900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -342900.687500 Penalty: 2567.827393
	Iteration 17Q: 3 clusters Score -342900.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -342900.687500 Penalty: 2567.827393
	Iteration 18F: 3 clusters Score -342900.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (101956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Entering Unmasked Estep 
Score: -13450821.000000 Penalty: 1873.998169
	Iteration 0F: 2 clusters Score -1.345082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -13395037.000000 Penalty: 3747.996338
	Iteration 0F: 3 clusters Score -1.339504e+07 nChanged 48684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -13423119.000000 Penalty: 3747.996338
	Iteration 1F: 3 clusters Score -1.342312e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -13423865.000000 Penalty: 3747.996338
	Iteration 2Q: 3 clusters Score -1.342386e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -13424767.000000 Penalty: 3747.996338
	Iteration 3Q: 3 clusters Score -1.342477e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -13426334.000000 Penalty: 3747.996338
	Iteration 4Q: 3 clusters Score -1.342633e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -13428660.000000 Penalty: 3747.996338
	Iteration 5Q: 3 clusters Score -1.342866e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -13432168.000000 Penalty: 3747.996338
	Iteration 6F: 3 clusters Score -1.343217e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -13437088.000000 Penalty: 3747.996338
	Iteration 7F: 3 clusters Score -1.343709e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -13442028.000000 Penalty: 3747.996338
	Iteration 8F: 3 clusters Score -1.344203e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -13445456.000000 Penalty: 3747.996338
	Iteration 9F: 3 clusters Score -1.344546e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -13447099.000000 Penalty: 3747.996338
	Iteration 10Q: 3 clusters Score -1.34471e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -13448275.000000 Penalty: 3747.996338
	Iteration 11Q: 3 clusters Score -1.344828e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -13449423.000000 Penalty: 3747.996338
	Iteration 12Q: 3 clusters Score -1.344942e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -13450643.000000 Penalty: 3747.996338
	Iteration 13Q: 3 clusters Score -1.345064e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -13451920.000000 Penalty: 3747.996338
	Iteration 14Q: 3 clusters Score -1.345192e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -13453234.000000 Penalty: 3747.996338
	Iteration 15Q: 3 clusters Score -1.345323e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -13454037.000000 Penalty: 3747.996338
	Iteration 16Q: 3 clusters Score -1.345404e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -13454794.000000 Penalty: 3747.996338
	Iteration 17Q: 3 clusters Score -1.345479e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -13455449.000000 Penalty: 3747.996338
	Iteration 18Q: 3 clusters Score -1.345545e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -13456022.000000 Penalty: 3747.996338
	Iteration 19Q: 3 clusters Score -1.345602e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -13456319.000000 Penalty: 3747.996338
	Iteration 20F: 3 clusters Score -1.345632e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -13456580.000000 Penalty: 3747.996338
	Iteration 21Q: 3 clusters Score -1.345658e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -13456860.000000 Penalty: 3747.996338
	Iteration 22Q: 3 clusters Score -1.345686e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -13456913.000000 Penalty: 3747.996338
	Iteration 23Q: 3 clusters Score -1.345691e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -13456988.000000 Penalty: 3747.996338
	Iteration 24Q: 3 clusters Score -1.345699e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -13456920.000000 Penalty: 3747.996338
	Iteration 25Q: 3 clusters Score -1.345692e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -13456898.000000 Penalty: 3747.996338
	Iteration 26Q: 3 clusters Score -1.34569e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -13456910.000000 Penalty: 3747.996338
	Iteration 27Q: 3 clusters Score -1.345691e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -13456918.000000 Penalty: 3747.996338
	Iteration 28Q: 3 clusters Score -1.345692e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -13456825.000000 Penalty: 3747.996338
	Iteration 29Q: 3 clusters Score -1.345682e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -13456767.000000 Penalty: 3747.996338
	Iteration 30Q: 3 clusters Score -1.345677e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -13456685.000000 Penalty: 3747.996338
	Iteration 31Q: 3 clusters Score -1.345668e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -13456565.000000 Penalty: 3747.996338
	Iteration 32Q: 3 clusters Score -1.345656e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -13456518.000000 Penalty: 3747.996338
	Iteration 33Q: 3 clusters Score -1.345652e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -13456485.000000 Penalty: 3747.996338
	Iteration 34Q: 3 clusters Score -1.345648e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -13456457.000000 Penalty: 3747.996338
	Iteration 35Q: 3 clusters Score -1.345646e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -13456354.000000 Penalty: 3747.996338
	Iteration 36Q: 3 clusters Score -1.345635e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -13456207.000000 Penalty: 3747.996338
	Iteration 37Q: 3 clusters Score -1.345621e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -13456087.000000 Penalty: 3747.996338
	Iteration 38Q: 3 clusters Score -1.345609e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -13456021.000000 Penalty: 3747.996338
	Iteration 39Q: 3 clusters Score -1.345602e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -13455930.000000 Penalty: 3747.996338
	Iteration 40F: 3 clusters Score -1.345593e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -13455852.000000 Penalty: 3747.996338
	Iteration 41Q: 3 clusters Score -1.345585e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -13455788.000000 Penalty: 3747.996338
	Iteration 42Q: 3 clusters Score -1.345579e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -13455676.000000 Penalty: 3747.996338
	Iteration 43Q: 3 clusters Score -1.345568e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -13455658.000000 Penalty: 3747.996338
	Iteration 44Q: 3 clusters Score -1.345566e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -13455608.000000 Penalty: 3747.996338
	Iteration 45Q: 3 clusters Score -1.345561e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -13455575.000000 Penalty: 3747.996338
	Iteration 46Q: 3 clusters Score -1.345558e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -13455545.000000 Penalty: 3747.996338
	Iteration 47Q: 3 clusters Score -1.345554e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -13455502.000000 Penalty: 3747.996338
	Iteration 48Q: 3 clusters Score -1.34555e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -13455422.000000 Penalty: 3747.996338
	Iteration 49Q: 3 clusters Score -1.345542e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -13455343.000000 Penalty: 3747.996338
	Iteration 50Q: 3 clusters Score -1.345534e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -13455286.000000 Penalty: 3747.996338
	Iteration 51Q: 3 clusters Score -1.345529e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -13455263.000000 Penalty: 3747.996338
	Iteration 52Q: 3 clusters Score -1.345526e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -13455194.000000 Penalty: 3747.996338
	Iteration 53Q: 3 clusters Score -1.345519e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -13455153.000000 Penalty: 3747.996338
	Iteration 54Q: 3 clusters Score -1.345515e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -13455130.000000 Penalty: 3747.996338
	Iteration 55Q: 3 clusters Score -1.345513e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -13455094.000000 Penalty: 3747.996338
	Iteration 56Q: 3 clusters Score -1.345509e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -13455095.000000 Penalty: 3747.996338
	Iteration 57Q: 3 clusters Score -1.34551e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -13455063.000000 Penalty: 3747.996338
	Iteration 58Q: 3 clusters Score -1.345506e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -13455060.000000 Penalty: 3747.996338
	Iteration 59Q: 3 clusters Score -1.345506e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -13454970.000000 Penalty: 3747.996338
	Iteration 60F: 3 clusters Score -1.345497e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -13454930.000000 Penalty: 3747.996338
	Iteration 61Q: 3 clusters Score -1.345493e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -13454913.000000 Penalty: 3747.996338
	Iteration 62Q: 3 clusters Score -1.345491e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -13454907.000000 Penalty: 3747.996338
	Iteration 63Q: 3 clusters Score -1.345491e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -13454866.000000 Penalty: 3747.996338
	Iteration 64Q: 3 clusters Score -1.345487e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -13454833.000000 Penalty: 3747.996338
	Iteration 65Q: 3 clusters Score -1.345483e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -13454842.000000 Penalty: 3747.996338
	Iteration 66Q: 3 clusters Score -1.345484e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -13454813.000000 Penalty: 3747.996338
	Iteration 67Q: 3 clusters Score -1.345481e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -13454754.000000 Penalty: 3747.996338
	Iteration 68Q: 3 clusters Score -1.345475e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -13454740.000000 Penalty: 3747.996338
	Iteration 69Q: 3 clusters Score -1.345474e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -13454728.000000 Penalty: 3747.996338
	Iteration 70Q: 3 clusters Score -1.345473e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -13454731.000000 Penalty: 3747.996338
	Iteration 71Q: 3 clusters Score -1.345473e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -13454725.000000 Penalty: 3747.996338
	Iteration 72Q: 3 clusters Score -1.345472e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -13454666.000000 Penalty: 3747.996338
	Iteration 73Q: 3 clusters Score -1.345467e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -13454648.000000 Penalty: 3747.996338
	Iteration 74Q: 3 clusters Score -1.345465e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -13454619.000000 Penalty: 3747.996338
	Iteration 75Q: 3 clusters Score -1.345462e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -13454579.000000 Penalty: 3747.996338
	Iteration 76Q: 3 clusters Score -1.345458e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -13454537.000000 Penalty: 3747.996338
	Iteration 77Q: 3 clusters Score -1.345454e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -13454552.000000 Penalty: 3747.996338
	Iteration 78Q: 3 clusters Score -1.345455e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -13454508.000000 Penalty: 3747.996338
	Iteration 79Q: 3 clusters Score -1.345451e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -13454520.000000 Penalty: 3747.996338
	Iteration 80F: 3 clusters Score -1.345452e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -13454523.000000 Penalty: 3747.996338
	Iteration 81Q: 3 clusters Score -1.345452e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -13454480.000000 Penalty: 3747.996338
	Iteration 82Q: 3 clusters Score -1.345448e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -13454431.000000 Penalty: 3747.996338
	Iteration 83Q: 3 clusters Score -1.345443e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -13454408.000000 Penalty: 3747.996338
	Iteration 84Q: 3 clusters Score -1.345441e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -13454375.000000 Penalty: 3747.996338
	Iteration 85Q: 3 clusters Score -1.345438e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -13454386.000000 Penalty: 3747.996338
	Iteration 86Q: 3 clusters Score -1.345439e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -13454352.000000 Penalty: 3747.996338
	Iteration 87Q: 3 clusters Score -1.345435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -13454356.000000 Penalty: 3747.996338
	Iteration 88Q: 3 clusters Score -1.345436e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -13454347.000000 Penalty: 3747.996338
	Iteration 89Q: 3 clusters Score -1.345435e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -13454352.000000 Penalty: 3747.996338
	Iteration 90Q: 3 clusters Score -1.345435e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -13454310.000000 Penalty: 3747.996338
	Iteration 91Q: 3 clusters Score -1.345431e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -13454316.000000 Penalty: 3747.996338
	Iteration 92Q: 3 clusters Score -1.345432e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -13454331.000000 Penalty: 3747.996338
	Iteration 93Q: 3 clusters Score -1.345433e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -13454337.000000 Penalty: 3747.996338
	Iteration 94Q: 3 clusters Score -1.345434e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -13454334.000000 Penalty: 3747.996338
	Iteration 95Q: 3 clusters Score -1.345433e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -13454300.000000 Penalty: 3747.996338
	Iteration 96Q: 3 clusters Score -1.34543e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -13454295.000000 Penalty: 3747.996338
	Iteration 97Q: 3 clusters Score -1.34543e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -13454306.000000 Penalty: 3747.996338
	Iteration 98Q: 3 clusters Score -1.345431e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -13454322.000000 Penalty: 3747.996338
	Iteration 99Q: 3 clusters Score -1.345432e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -13454310.000000 Penalty: 3747.996338
	Iteration 100F: 3 clusters Score -1.345431e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -13454286.000000 Penalty: 3747.996338
	Iteration 101Q: 3 clusters Score -1.345429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -13454259.000000 Penalty: 3747.996338
	Iteration 102Q: 3 clusters Score -1.345426e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -13454266.000000 Penalty: 3747.996338
	Iteration 103Q: 3 clusters Score -1.345427e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -13454270.000000 Penalty: 3747.996338
	Iteration 104Q: 3 clusters Score -1.345427e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -13454289.000000 Penalty: 3747.996338
	Iteration 105Q: 3 clusters Score -1.345429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -13454261.000000 Penalty: 3747.996338
	Iteration 106Q: 3 clusters Score -1.345426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -13454235.000000 Penalty: 3747.996338
	Iteration 107Q: 3 clusters Score -1.345424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -13454204.000000 Penalty: 3747.996338
	Iteration 108Q: 3 clusters Score -1.34542e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -13454189.000000 Penalty: 3747.996338
	Iteration 109Q: 3 clusters Score -1.345419e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -13454175.000000 Penalty: 3747.996338
	Iteration 110Q: 3 clusters Score -1.345418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -13454168.000000 Penalty: 3747.996338
	Iteration 111Q: 3 clusters Score -1.345417e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -13454165.000000 Penalty: 3747.996338
	Iteration 112Q: 3 clusters Score -1.345416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -13454148.000000 Penalty: 3747.996338
	Iteration 113Q: 3 clusters Score -1.345415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -13454151.000000 Penalty: 3747.996338
	Iteration 114Q: 3 clusters Score -1.345415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -13454166.000000 Penalty: 3747.996338
	Iteration 115Q: 3 clusters Score -1.345417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -13454156.000000 Penalty: 3747.996338
	Iteration 116Q: 3 clusters Score -1.345416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -13454156.000000 Penalty: 3747.996338
	Iteration 117Q: 3 clusters Score -1.345416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -13454156.000000 Penalty: 3747.996338
	Iteration 118Q: 3 clusters Score -1.345416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -13454153.000000 Penalty: 3747.996338
	Iteration 119Q: 3 clusters Score -1.345415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -13454149.000000 Penalty: 3747.996338
	Iteration 120F: 3 clusters Score -1.345415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -13454139.000000 Penalty: 3747.996338
	Iteration 121Q: 3 clusters Score -1.345414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -13454130.000000 Penalty: 3747.996338
	Iteration 122Q: 3 clusters Score -1.345413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -13454119.000000 Penalty: 3747.996338
	Iteration 123Q: 3 clusters Score -1.345412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -13454120.000000 Penalty: 3747.996338
	Iteration 124Q: 3 clusters Score -1.345412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -13454123.000000 Penalty: 3747.996338
	Iteration 125Q: 3 clusters Score -1.345412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -13454115.000000 Penalty: 3747.996338
	Iteration 126Q: 3 clusters Score -1.345412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -13454116.000000 Penalty: 3747.996338
	Iteration 127Q: 3 clusters Score -1.345412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -13454110.000000 Penalty: 3747.996338
	Iteration 128Q: 3 clusters Score -1.345411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -13454109.000000 Penalty: 3747.996338
	Iteration 129Q: 3 clusters Score -1.345411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -13454110.000000 Penalty: 3747.996338
	Iteration 130Q: 3 clusters Score -1.345411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -13454110.000000 Penalty: 3747.996338
	Iteration 131Q: 3 clusters Score -1.345411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -13454117.000000 Penalty: 3747.996338
	Iteration 132Q: 3 clusters Score -1.345412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -13454118.000000 Penalty: 3747.996338
	Iteration 133Q: 3 clusters Score -1.345412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -13454118.000000 Penalty: 3747.996338
	Iteration 134F: 3 clusters Score -1.345412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 18242 members 
Mstep: Class 4 contains 70118 members 
Mstep: Class 5 contains 67143 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 70814 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 21799 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 72094 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6353 members 
Mstep: Class 23 contains 79296 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18211 members 
Mstep: Class 29 contains 4884 members 
Mstep: Class 30 contains 18440 members 
Mstep: Class 31 contains 45830 members 
Mstep: Class 32 contains 24389 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 63657 members 
Mstep: Class 36 contains 78586 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 82954 members 
Mstep: Class 39 contains 19002 members 
Entering Unmasked Estep 
Score: -127784216.000000 Penalty: 87559.406250
Splitting cluster 38 changes total score from -127781424.000000 to -127784216.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 18242 members 
Mstep: Class 4 contains 70118 members 
Mstep: Class 5 contains 67143 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 70814 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 21799 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 72094 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6353 members 
Mstep: Class 23 contains 79296 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18211 members 
Mstep: Class 29 contains 4884 members 
Mstep: Class 30 contains 18440 members 
Mstep: Class 31 contains 45830 members 
Mstep: Class 32 contains 24389 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 63657 members 
Mstep: Class 36 contains 78586 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 82954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785552.000000 Penalty: 87559.406250
Iteration 239Q: 40 clusters Score -1.277856e+08 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 70115 members 
Mstep: Class 5 contains 67148 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17873 members 
Mstep: Class 9 contains 70492 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 15425 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 42126 members 
Mstep: Class 18 contains 72055 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6365 members 
Mstep: Class 23 contains 79297 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17105 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18207 members 
Mstep: Class 29 contains 4904 members 
Mstep: Class 30 contains 18438 members 
Mstep: Class 31 contains 45778 members 
Mstep: Class 32 contains 24471 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 63434 members 
Mstep: Class 36 contains 78578 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 83415 members 
Mstep: Class 39 contains 19614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786312.000000 Penalty: 87559.406250
Iteration 240F: 40 clusters Score -1.277863e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 18248 members 
Mstep: Class 4 contains 70101 members 
Mstep: Class 5 contains 67128 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17766 members 
Mstep: Class 9 contains 70250 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 21784 members 
Mstep: Class 13 contains 6566 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 41839 members 
Mstep: Class 18 contains 71994 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 79277 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17107 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 4928 members 
Mstep: Class 30 contains 18430 members 
Mstep: Class 31 contains 45742 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 4278 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 62954 members 
Mstep: Class 36 contains 78584 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 84152 members 
Mstep: Class 39 contains 20096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786680.000000 Penalty: 87559.406250
Iteration 241Q: 40 clusters Score -1.277867e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 11815 members 
Mstep: Class 3 contains 18258 members 
Mstep: Class 4 contains 70042 members 
Mstep: Class 5 contains 67110 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 17703 members 
Mstep: Class 9 contains 70061 members 
Mstep: Class 10 contains 5697 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 15441 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 41672 members 
Mstep: Class 18 contains 71966 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 79232 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17111 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18217 members 
Mstep: Class 29 contains 4956 members 
Mstep: Class 30 contains 18426 members 
Mstep: Class 31 contains 45713 members 
Mstep: Class 32 contains 24614 members 
Mstep: Class 33 contains 4278 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 62436 members 
Mstep: Class 36 contains 78607 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 84844 members 
Mstep: Class 39 contains 20438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787080.000000 Penalty: 87559.406250
Iteration 242Q: 40 clusters Score -1.277871e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 18266 members 
Mstep: Class 4 contains 69987 members 
Mstep: Class 5 contains 67081 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 17631 members 
Mstep: Class 9 contains 69922 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 21788 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 15441 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 41528 members 
Mstep: Class 18 contains 71927 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 79196 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17118 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18217 members 
Mstep: Class 29 contains 4984 members 
Mstep: Class 30 contains 18421 members 
Mstep: Class 31 contains 45674 members 
Mstep: Class 32 contains 24687 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 61836 members 
Mstep: Class 36 contains 78642 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 85548 members 
Mstep: Class 39 contains 20783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787800.000000 Penalty: 87559.406250
Iteration 243Q: 40 clusters Score -1.277878e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 18261 members 
Mstep: Class 4 contains 69905 members 
Mstep: Class 5 contains 67054 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 17570 members 
Mstep: Class 9 contains 69826 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 41377 members 
Mstep: Class 18 contains 71889 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 79161 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17125 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18206 members 
Mstep: Class 29 contains 5007 members 
Mstep: Class 30 contains 18414 members 
Mstep: Class 31 contains 45633 members 
Mstep: Class 32 contains 24778 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 61134 members 
Mstep: Class 36 contains 78694 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 86225 members 
Mstep: Class 39 contains 21175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787856.000000 Penalty: 87559.406250
Iteration 244Q: 40 clusters Score -1.277879e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 18261 members 
Mstep: Class 4 contains 69845 members 
Mstep: Class 5 contains 67046 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 17539 members 
Mstep: Class 9 contains 69721 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 41262 members 
Mstep: Class 18 contains 71899 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 79139 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 5025 members 
Mstep: Class 30 contains 18407 members 
Mstep: Class 31 contains 45596 members 
Mstep: Class 32 contains 24832 members 
Mstep: Class 33 contains 4288 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 60295 members 
Mstep: Class 36 contains 78760 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 86917 members 
Mstep: Class 39 contains 21563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788104.000000 Penalty: 87559.406250
Iteration 245Q: 40 clusters Score -1.277881e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 18258 members 
Mstep: Class 4 contains 69782 members 
Mstep: Class 5 contains 67041 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 69632 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 21791 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 41162 members 
Mstep: Class 18 contains 71910 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 79133 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17144 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18210 members 
Mstep: Class 29 contains 5050 members 
Mstep: Class 30 contains 18397 members 
Mstep: Class 31 contains 45529 members 
Mstep: Class 32 contains 24881 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 59445 members 
Mstep: Class 36 contains 78808 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 87554 members 
Mstep: Class 39 contains 22037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787976.000000 Penalty: 87559.406250
Iteration 246Q: 40 clusters Score -1.27788e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 18268 members 
Mstep: Class 4 contains 69731 members 
Mstep: Class 5 contains 67049 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 69590 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 1718 members 
Mstep: Class 12 contains 21789 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15473 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 41069 members 
Mstep: Class 18 contains 71909 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 79139 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17160 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18205 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 18389 members 
Mstep: Class 31 contains 45461 members 
Mstep: Class 32 contains 24929 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 58560 members 
Mstep: Class 36 contains 78831 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 88107 members 
Mstep: Class 39 contains 22547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787800.000000 Penalty: 87559.406250
Iteration 247Q: 40 clusters Score -1.277878e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 18266 members 
Mstep: Class 4 contains 69731 members 
Mstep: Class 5 contains 67052 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17488 members 
Mstep: Class 9 contains 69570 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 12 contains 21788 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15474 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 41005 members 
Mstep: Class 18 contains 71897 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 79154 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17164 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18199 members 
Mstep: Class 29 contains 5121 members 
Mstep: Class 30 contains 18384 members 
Mstep: Class 31 contains 45410 members 
Mstep: Class 32 contains 24981 members 
Mstep: Class 33 contains 4282 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 57663 members 
Mstep: Class 36 contains 78836 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 88642 members 
Mstep: Class 39 contains 23046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787672.000000 Penalty: 87559.406250
Iteration 248Q: 40 clusters Score -1.277877e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 18270 members 
Mstep: Class 4 contains 69706 members 
Mstep: Class 5 contains 67030 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17483 members 
Mstep: Class 9 contains 69600 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 21781 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15480 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 40917 members 
Mstep: Class 18 contains 71900 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 79182 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17165 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18204 members 
Mstep: Class 29 contains 5153 members 
Mstep: Class 30 contains 18367 members 
Mstep: Class 31 contains 45349 members 
Mstep: Class 32 contains 25039 members 
Mstep: Class 33 contains 4283 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 56793 members 
Mstep: Class 36 contains 78823 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 89129 members 
Mstep: Class 39 contains 23584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787360.000000 Penalty: 87559.406250
Iteration 249Q: 40 clusters Score -1.277874e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 11804 members 
Mstep: Class 3 contains 18271 members 
Mstep: Class 4 contains 69709 members 
Mstep: Class 5 contains 66994 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17457 members 
Mstep: Class 9 contains 69685 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 21770 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15482 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 40842 members 
Mstep: Class 18 contains 71871 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 79195 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17166 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 5179 members 
Mstep: Class 30 contains 18357 members 
Mstep: Class 31 contains 45296 members 
Mstep: Class 32 contains 25103 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 55865 members 
Mstep: Class 36 contains 78856 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 89538 members 
Mstep: Class 39 contains 24161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787736.000000 Penalty: 87559.406250
Iteration 250Q: 40 clusters Score -1.277877e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 18280 members 
Mstep: Class 4 contains 69701 members 
Mstep: Class 5 contains 66969 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 17432 members 
Mstep: Class 9 contains 69760 members 
Mstep: Class 10 contains 5675 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 21760 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15488 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 40775 members 
Mstep: Class 18 contains 71874 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6359 members 
Mstep: Class 23 contains 79208 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17171 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18219 members 
Mstep: Class 29 contains 5192 members 
Mstep: Class 30 contains 18352 members 
Mstep: Class 31 contains 45245 members 
Mstep: Class 32 contains 25164 members 
Mstep: Class 33 contains 4292 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 54999 members 
Mstep: Class 36 contains 78879 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 89848 members 
Mstep: Class 39 contains 24775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787504.000000 Penalty: 87559.406250
Iteration 251Q: 40 clusters Score -1.277875e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 18287 members 
Mstep: Class 4 contains 69691 members 
Mstep: Class 5 contains 66986 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 17413 members 
Mstep: Class 9 contains 69847 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15494 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 40701 members 
Mstep: Class 18 contains 71853 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 79199 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17180 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18223 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 18351 members 
Mstep: Class 31 contains 45188 members 
Mstep: Class 32 contains 25234 members 
Mstep: Class 33 contains 4298 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 54044 members 
Mstep: Class 36 contains 78913 members 
Mstep: Class 37 contains 2701 members 
Mstep: Class 38 contains 90116 members 
Mstep: Class 39 contains 25444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787400.000000 Penalty: 87559.406250
Iteration 252Q: 40 clusters Score -1.277874e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 69676 members 
Mstep: Class 5 contains 67011 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 17389 members 
Mstep: Class 9 contains 69949 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 21750 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15495 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 40639 members 
Mstep: Class 18 contains 71840 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 79224 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17187 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18232 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 18340 members 
Mstep: Class 31 contains 45131 members 
Mstep: Class 32 contains 25294 members 
Mstep: Class 33 contains 4304 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 53146 members 
Mstep: Class 36 contains 78951 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 90221 members 
Mstep: Class 39 contains 26164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787096.000000 Penalty: 87559.406250
Iteration 253Q: 40 clusters Score -1.277871e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 18309 members 
Mstep: Class 4 contains 69683 members 
Mstep: Class 5 contains 67003 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 17382 members 
Mstep: Class 9 contains 70055 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 21755 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15499 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 40542 members 
Mstep: Class 18 contains 71835 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 79244 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17195 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18247 members 
Mstep: Class 29 contains 5221 members 
Mstep: Class 30 contains 18330 members 
Mstep: Class 31 contains 45080 members 
Mstep: Class 32 contains 25357 members 
Mstep: Class 33 contains 4307 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 52262 members 
Mstep: Class 36 contains 78984 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 90230 members 
Mstep: Class 39 contains 26922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786728.000000 Penalty: 87559.406250
Iteration 254Q: 40 clusters Score -1.277867e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 18312 members 
Mstep: Class 4 contains 69671 members 
Mstep: Class 5 contains 67001 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 17371 members 
Mstep: Class 9 contains 70154 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 21755 members 
Mstep: Class 13 contains 6421 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15501 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 71837 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 79273 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 17207 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18255 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 18320 members 
Mstep: Class 31 contains 45037 members 
Mstep: Class 32 contains 25427 members 
Mstep: Class 33 contains 4309 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 51409 members 
Mstep: Class 36 contains 79045 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 90104 members 
Mstep: Class 39 contains 27742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786560.000000 Penalty: 87559.406250
Iteration 255Q: 40 clusters Score -1.277866e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 69683 members 
Mstep: Class 5 contains 66962 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 17348 members 
Mstep: Class 9 contains 70284 members 
Mstep: Class 10 contains 5668 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 21754 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15495 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 40343 members 
Mstep: Class 18 contains 71860 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 79272 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17212 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18258 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 18316 members 
Mstep: Class 31 contains 44974 members 
Mstep: Class 32 contains 25498 members 
Mstep: Class 33 contains 4308 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 50628 members 
Mstep: Class 36 contains 79127 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 89940 members 
Mstep: Class 39 contains 28528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786712.000000 Penalty: 87559.406250
Iteration 256Q: 40 clusters Score -1.277867e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 69703 members 
Mstep: Class 5 contains 66921 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17318 members 
Mstep: Class 9 contains 70435 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 21749 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15496 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 40274 members 
Mstep: Class 18 contains 71841 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 79297 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17218 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18268 members 
Mstep: Class 29 contains 5241 members 
Mstep: Class 30 contains 18309 members 
Mstep: Class 31 contains 44934 members 
Mstep: Class 32 contains 25573 members 
Mstep: Class 33 contains 4308 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 49914 members 
Mstep: Class 36 contains 79218 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 89698 members 
Mstep: Class 39 contains 29290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786984.000000 Penalty: 87559.406250
Iteration 257Q: 40 clusters Score -1.27787e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 69744 members 
Mstep: Class 5 contains 66891 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 17290 members 
Mstep: Class 9 contains 70587 members 
Mstep: Class 10 contains 5662 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 21754 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15498 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 40206 members 
Mstep: Class 18 contains 71828 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 79303 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17228 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18268 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 18309 members 
Mstep: Class 31 contains 44874 members 
Mstep: Class 32 contains 25657 members 
Mstep: Class 33 contains 4307 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 49313 members 
Mstep: Class 36 contains 79335 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 89231 members 
Mstep: Class 39 contains 30083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786904.000000 Penalty: 87559.406250
Iteration 258Q: 40 clusters Score -1.277869e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 18328 members 
Mstep: Class 4 contains 69785 members 
Mstep: Class 5 contains 66895 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 17256 members 
Mstep: Class 9 contains 70766 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 21749 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15494 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 40113 members 
Mstep: Class 18 contains 71810 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 79343 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17236 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18279 members 
Mstep: Class 29 contains 5245 members 
Mstep: Class 30 contains 18308 members 
Mstep: Class 31 contains 44805 members 
Mstep: Class 32 contains 25738 members 
Mstep: Class 33 contains 4308 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 48772 members 
Mstep: Class 36 contains 79413 members 
Mstep: Class 37 contains 2704 members 
Mstep: Class 38 contains 88726 members 
Mstep: Class 39 contains 30854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786920.000000 Penalty: 87559.406250
Iteration 259Q: 40 clusters Score -1.277869e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 18338 members 
Mstep: Class 4 contains 69825 members 
Mstep: Class 5 contains 66859 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8070 members 
Mstep: Class 8 contains 17251 members 
Mstep: Class 9 contains 70929 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 21757 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15499 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 39991 members 
Mstep: Class 18 contains 71794 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 79406 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17234 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18287 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 18300 members 
Mstep: Class 31 contains 44719 members 
Mstep: Class 32 contains 25827 members 
Mstep: Class 33 contains 4311 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 48298 members 
Mstep: Class 36 contains 79486 members 
Mstep: Class 37 contains 2705 members 
Mstep: Class 38 contains 88190 members 
Mstep: Class 39 contains 31619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786960.000000 Penalty: 87559.406250
Iteration 260F: 40 clusters Score -1.27787e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 18339 members 
Mstep: Class 4 contains 69884 members 
Mstep: Class 5 contains 66801 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17244 members 
Mstep: Class 9 contains 71046 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 21754 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15498 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 39870 members 
Mstep: Class 18 contains 71778 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 79483 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17239 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18304 members 
Mstep: Class 29 contains 5255 members 
Mstep: Class 30 contains 18297 members 
Mstep: Class 31 contains 44604 members 
Mstep: Class 32 contains 25923 members 
Mstep: Class 33 contains 4313 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47903 members 
Mstep: Class 36 contains 79544 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 87607 members 
Mstep: Class 39 contains 32423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786920.000000 Penalty: 87559.406250
Iteration 261Q: 40 clusters Score -1.277869e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 18345 members 
Mstep: Class 4 contains 69898 members 
Mstep: Class 5 contains 66761 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 17231 members 
Mstep: Class 9 contains 71153 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 21767 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15499 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 39737 members 
Mstep: Class 18 contains 71730 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 79596 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17235 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18322 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 18293 members 
Mstep: Class 31 contains 44483 members 
Mstep: Class 32 contains 26022 members 
Mstep: Class 33 contains 4315 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47522 members 
Mstep: Class 36 contains 79592 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 87093 members 
Mstep: Class 39 contains 33201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787272.000000 Penalty: 87559.406250
Iteration 262Q: 40 clusters Score -1.277873e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 18353 members 
Mstep: Class 4 contains 69933 members 
Mstep: Class 5 contains 66723 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 71227 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 21780 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15495 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 71666 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 79704 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17232 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18338 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 18289 members 
Mstep: Class 31 contains 44350 members 
Mstep: Class 32 contains 26133 members 
Mstep: Class 33 contains 4313 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47194 members 
Mstep: Class 36 contains 79637 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 86565 members 
Mstep: Class 39 contains 33970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787024.000000 Penalty: 87559.406250
Iteration 263Q: 40 clusters Score -1.27787e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 18365 members 
Mstep: Class 4 contains 69946 members 
Mstep: Class 5 contains 66693 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 71294 members 
Mstep: Class 10 contains 5650 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15487 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 39442 members 
Mstep: Class 18 contains 71618 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 79839 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17224 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18354 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 18281 members 
Mstep: Class 31 contains 44208 members 
Mstep: Class 32 contains 26246 members 
Mstep: Class 33 contains 4316 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46947 members 
Mstep: Class 36 contains 79642 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 86041 members 
Mstep: Class 39 contains 34723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787112.000000 Penalty: 87559.406250
Iteration 264Q: 40 clusters Score -1.277871e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 11870 members 
Mstep: Class 3 contains 18376 members 
Mstep: Class 4 contains 69965 members 
Mstep: Class 5 contains 66662 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 17195 members 
Mstep: Class 9 contains 71371 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 21786 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15489 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 39301 members 
Mstep: Class 18 contains 71566 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 79944 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17220 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18368 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 18273 members 
Mstep: Class 31 contains 44093 members 
Mstep: Class 32 contains 26375 members 
Mstep: Class 33 contains 4317 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46677 members 
Mstep: Class 36 contains 79640 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 85483 members 
Mstep: Class 39 contains 35484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787176.000000 Penalty: 87559.406250
Iteration 265Q: 40 clusters Score -1.277872e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 18384 members 
Mstep: Class 4 contains 69984 members 
Mstep: Class 5 contains 66619 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17195 members 
Mstep: Class 9 contains 71443 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 21787 members 
Mstep: Class 13 contains 6397 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15484 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 39178 members 
Mstep: Class 18 contains 71501 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 6404 members 
Mstep: Class 23 contains 80013 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17219 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18375 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 18272 members 
Mstep: Class 31 contains 43985 members 
Mstep: Class 32 contains 26504 members 
Mstep: Class 33 contains 4317 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46453 members 
Mstep: Class 36 contains 79665 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 84914 members 
Mstep: Class 39 contains 36215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787280.000000 Penalty: 87559.406250
Iteration 266Q: 40 clusters Score -1.277873e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 11871 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 70034 members 
Mstep: Class 5 contains 66559 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17177 members 
Mstep: Class 9 contains 71524 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 21791 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15486 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 39063 members 
Mstep: Class 18 contains 71438 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 80101 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17214 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18385 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 18273 members 
Mstep: Class 31 contains 43887 members 
Mstep: Class 32 contains 26619 members 
Mstep: Class 33 contains 4318 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46278 members 
Mstep: Class 36 contains 79668 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 84307 members 
Mstep: Class 39 contains 36938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787608.000000 Penalty: 87559.406250
Iteration 267Q: 40 clusters Score -1.277876e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 18396 members 
Mstep: Class 4 contains 70044 members 
Mstep: Class 5 contains 66490 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 9 contains 71573 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 15489 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 38898 members 
Mstep: Class 18 contains 71403 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 80204 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17212 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18393 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 18274 members 
Mstep: Class 31 contains 43785 members 
Mstep: Class 32 contains 26726 members 
Mstep: Class 33 contains 4323 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46171 members 
Mstep: Class 36 contains 79655 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 83697 members 
Mstep: Class 39 contains 37668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787576.000000 Penalty: 87559.406250
Iteration 268Q: 40 clusters Score -1.277876e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 18401 members 
Mstep: Class 4 contains 70060 members 
Mstep: Class 5 contains 66400 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 9 contains 71619 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15485 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 38697 members 
Mstep: Class 18 contains 71364 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 80305 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17207 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18403 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 18267 members 
Mstep: Class 31 contains 43684 members 
Mstep: Class 32 contains 26851 members 
Mstep: Class 33 contains 4330 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46128 members 
Mstep: Class 36 contains 79626 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 83118 members 
Mstep: Class 39 contains 38354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787872.000000 Penalty: 87559.406250
Iteration 269Q: 40 clusters Score -1.277879e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 18399 members 
Mstep: Class 4 contains 70097 members 
Mstep: Class 5 contains 66324 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 71650 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21798 members 
Mstep: Class 13 contains 6383 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15479 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 71331 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 80368 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17207 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18404 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 18261 members 
Mstep: Class 31 contains 43608 members 
Mstep: Class 32 contains 26959 members 
Mstep: Class 33 contains 4335 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46159 members 
Mstep: Class 36 contains 79637 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 82616 members 
Mstep: Class 39 contains 38905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787992.000000 Penalty: 87559.406250
Iteration 270Q: 40 clusters Score -1.27788e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 18400 members 
Mstep: Class 4 contains 70150 members 
Mstep: Class 5 contains 66269 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8070 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 71693 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21808 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15485 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 38326 members 
Mstep: Class 18 contains 71297 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 80423 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17204 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18399 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 18255 members 
Mstep: Class 31 contains 43544 members 
Mstep: Class 32 contains 27051 members 
Mstep: Class 33 contains 4338 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46181 members 
Mstep: Class 36 contains 79623 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 82120 members 
Mstep: Class 39 contains 39431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788352.000000 Penalty: 87559.406250
Iteration 271Q: 40 clusters Score -1.277884e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 18405 members 
Mstep: Class 4 contains 70208 members 
Mstep: Class 5 contains 66213 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17131 members 
Mstep: Class 9 contains 71727 members 
Mstep: Class 10 contains 5646 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21805 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15484 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 38159 members 
Mstep: Class 18 contains 71301 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 80455 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17205 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18404 members 
Mstep: Class 29 contains 5301 members 
Mstep: Class 30 contains 18246 members 
Mstep: Class 31 contains 43491 members 
Mstep: Class 32 contains 27125 members 
Mstep: Class 33 contains 4340 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46229 members 
Mstep: Class 36 contains 79598 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 81625 members 
Mstep: Class 39 contains 39934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788064.000000 Penalty: 87559.406250
Iteration 272Q: 40 clusters Score -1.277881e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 18394 members 
Mstep: Class 4 contains 70240 members 
Mstep: Class 5 contains 66165 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17121 members 
Mstep: Class 9 contains 71761 members 
Mstep: Class 10 contains 5646 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21812 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15483 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 38012 members 
Mstep: Class 18 contains 71301 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 80487 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17203 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18411 members 
Mstep: Class 29 contains 5306 members 
Mstep: Class 30 contains 18237 members 
Mstep: Class 31 contains 43440 members 
Mstep: Class 32 contains 27209 members 
Mstep: Class 33 contains 4344 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46315 members 
Mstep: Class 36 contains 79598 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 81108 members 
Mstep: Class 39 contains 40395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788136.000000 Penalty: 87559.406250
Iteration 273Q: 40 clusters Score -1.277881e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 18393 members 
Mstep: Class 4 contains 70223 members 
Mstep: Class 5 contains 66134 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 71784 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21816 members 
Mstep: Class 13 contains 6345 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15481 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 71317 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 80514 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17203 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18418 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 18233 members 
Mstep: Class 31 contains 43394 members 
Mstep: Class 32 contains 27298 members 
Mstep: Class 33 contains 4346 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46383 members 
Mstep: Class 36 contains 79629 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 80629 members 
Mstep: Class 39 contains 40841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788528.000000 Penalty: 87559.406250
Iteration 274Q: 40 clusters Score -1.277885e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 18389 members 
Mstep: Class 4 contains 70201 members 
Mstep: Class 5 contains 66116 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17122 members 
Mstep: Class 9 contains 71799 members 
Mstep: Class 10 contains 5650 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21822 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15482 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 37691 members 
Mstep: Class 18 contains 71329 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 80530 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17201 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18413 members 
Mstep: Class 29 contains 5321 members 
Mstep: Class 30 contains 18232 members 
Mstep: Class 31 contains 43353 members 
Mstep: Class 32 contains 27383 members 
Mstep: Class 33 contains 4348 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46481 members 
Mstep: Class 36 contains 79647 members 
Mstep: Class 37 contains 2705 members 
Mstep: Class 38 contains 80162 members 
Mstep: Class 39 contains 41254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788312.000000 Penalty: 87559.406250
Iteration 275Q: 40 clusters Score -1.277883e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 70208 members 
Mstep: Class 5 contains 66100 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 71794 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21826 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15484 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 37500 members 
Mstep: Class 18 contains 71326 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 80537 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17203 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18415 members 
Mstep: Class 29 contains 5333 members 
Mstep: Class 30 contains 18232 members 
Mstep: Class 31 contains 43302 members 
Mstep: Class 32 contains 27455 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46595 members 
Mstep: Class 36 contains 79677 members 
Mstep: Class 37 contains 2705 members 
Mstep: Class 38 contains 79743 members 
Mstep: Class 39 contains 41668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788688.000000 Penalty: 87559.406250
Iteration 276Q: 40 clusters Score -1.277887e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 18374 members 
Mstep: Class 4 contains 70198 members 
Mstep: Class 5 contains 66097 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17117 members 
Mstep: Class 9 contains 71811 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15485 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 37266 members 
Mstep: Class 18 contains 71328 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 80563 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 17197 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 18229 members 
Mstep: Class 31 contains 43241 members 
Mstep: Class 32 contains 27509 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46730 members 
Mstep: Class 36 contains 79684 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 79393 members 
Mstep: Class 39 contains 42045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788672.000000 Penalty: 87559.406250
Iteration 277Q: 40 clusters Score -1.277887e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 18373 members 
Mstep: Class 4 contains 70170 members 
Mstep: Class 5 contains 66085 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17115 members 
Mstep: Class 9 contains 71799 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 21851 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15481 members 
Mstep: Class 16 contains 5829 members 
Mstep: Class 17 contains 37014 members 
Mstep: Class 18 contains 71325 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 80556 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17191 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18411 members 
Mstep: Class 29 contains 5355 members 
Mstep: Class 30 contains 18228 members 
Mstep: Class 31 contains 43192 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 4362 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 46869 members 
Mstep: Class 36 contains 79688 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 79053 members 
Mstep: Class 39 contains 42452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789024.000000 Penalty: 87559.406250
Iteration 278Q: 40 clusters Score -1.27789e+08 nChanged 1522
Entering ConstructFrom: 
Score: -127789024.000000 Penalty: 87559.406250
Entering ConstructFrom: 
Trying to split cluster 1 (78605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Entering Unmasked Estep 
Score: -10425556.000000 Penalty: 1831.731079
	Iteration 0F: 2 clusters Score -1.042556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -10376582.000000 Penalty: 3663.462158
	Iteration 0F: 3 clusters Score -1.037658e+07 nChanged 37425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -10397920.000000 Penalty: 3663.462158
	Iteration 1F: 3 clusters Score -1.039792e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -10398591.000000 Penalty: 3663.462158
	Iteration 2Q: 3 clusters Score -1.039859e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -10399398.000000 Penalty: 3663.462158
	Iteration 3Q: 3 clusters Score -1.03994e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -10400599.000000 Penalty: 3663.462158
	Iteration 4Q: 3 clusters Score -1.04006e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -10402609.000000 Penalty: 3663.462158
	Iteration 5F: 3 clusters Score -1.040261e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -10405768.000000 Penalty: 3663.462158
	Iteration 6F: 3 clusters Score -1.040577e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -10410337.000000 Penalty: 3663.462158
	Iteration 7F: 3 clusters Score -1.041034e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -10415181.000000 Penalty: 3663.462158
	Iteration 8F: 3 clusters Score -1.041518e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -10418938.000000 Penalty: 3663.462158
	Iteration 9F: 3 clusters Score -1.041894e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -10421294.000000 Penalty: 3663.462158
	Iteration 10Q: 3 clusters Score -1.042129e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -10422502.000000 Penalty: 3663.462158
	Iteration 11Q: 3 clusters Score -1.04225e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10423095.000000 Penalty: 3663.462158
	Iteration 12Q: 3 clusters Score -1.04231e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10423394.000000 Penalty: 3663.462158
	Iteration 13Q: 3 clusters Score -1.042339e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10423614.000000 Penalty: 3663.462158
	Iteration 14Q: 3 clusters Score -1.042361e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10423711.000000 Penalty: 3663.462158
	Iteration 15Q: 3 clusters Score -1.042371e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10423792.000000 Penalty: 3663.462158
	Iteration 16Q: 3 clusters Score -1.042379e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10423855.000000 Penalty: 3663.462158
	Iteration 17Q: 3 clusters Score -1.042386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10423880.000000 Penalty: 3663.462158
	Iteration 18Q: 3 clusters Score -1.042388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10423909.000000 Penalty: 3663.462158
	Iteration 19Q: 3 clusters Score -1.042391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10423937.000000 Penalty: 3663.462158
	Iteration 20F: 3 clusters Score -1.042394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10423950.000000 Penalty: 3663.462158
	Iteration 21Q: 3 clusters Score -1.042395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10423950.000000 Penalty: 3663.462158
	Iteration 22Q: 3 clusters Score -1.042395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10423959.000000 Penalty: 3663.462158
	Iteration 23Q: 3 clusters Score -1.042396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10423972.000000 Penalty: 3663.462158
	Iteration 24Q: 3 clusters Score -1.042397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10423983.000000 Penalty: 3663.462158
	Iteration 25Q: 3 clusters Score -1.042398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10423977.000000 Penalty: 3663.462158
	Iteration 26Q: 3 clusters Score -1.042398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10423982.000000 Penalty: 3663.462158
	Iteration 27Q: 3 clusters Score -1.042398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10423991.000000 Penalty: 3663.462158
	Iteration 28Q: 3 clusters Score -1.042399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10423994.000000 Penalty: 3663.462158
	Iteration 29Q: 3 clusters Score -1.042399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10423994.000000 Penalty: 3663.462158
	Iteration 30F: 3 clusters Score -1.042399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Entering Unmasked Estep 
Score: -1403381.000000 Penalty: 1524.824829
	Iteration 0F: 2 clusters Score -1403381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1395031.500000 Penalty: 3049.649658
	Iteration 0F: 3 clusters Score -1395032 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1398045.625000 Penalty: 3049.649658
	Iteration 1F: 3 clusters Score -1398046 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1398506.750000 Penalty: 3049.649658
	Iteration 2F: 3 clusters Score -1398507 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1398998.500000 Penalty: 3049.649658
	Iteration 3F: 3 clusters Score -1398998 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1399593.375000 Penalty: 3049.649658
	Iteration 4F: 3 clusters Score -1399593 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1400206.125000 Penalty: 3049.649658
	Iteration 5F: 3 clusters Score -1400206 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1400800.750000 Penalty: 3049.649658
	Iteration 6F: 3 clusters Score -1400801 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1401329.625000 Penalty: 3049.649658
	Iteration 7F: 3 clusters Score -1401330 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1401770.250000 Penalty: 3049.649658
	Iteration 8Q: 3 clusters Score -1401770 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1402100.125000 Penalty: 3049.649658
	Iteration 9Q: 3 clusters Score -1402100 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1402309.750000 Penalty: 3049.649658
	Iteration 10Q: 3 clusters Score -1402310 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1402467.750000 Penalty: 3049.649658
	Iteration 11Q: 3 clusters Score -1402468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1402579.250000 Penalty: 3049.649658
	Iteration 12Q: 3 clusters Score -1402579 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1402665.125000 Penalty: 3049.649658
	Iteration 13Q: 3 clusters Score -1402665 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1402744.375000 Penalty: 3049.649658
	Iteration 14Q: 3 clusters Score -1402744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1402791.375000 Penalty: 3049.649658
	Iteration 15Q: 3 clusters Score -1402791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1402827.000000 Penalty: 3049.649658
	Iteration 16Q: 3 clusters Score -1402827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1402861.250000 Penalty: 3049.649658
	Iteration 17Q: 3 clusters Score -1402861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1402871.875000 Penalty: 3049.649658
	Iteration 18Q: 3 clusters Score -1402872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1402885.500000 Penalty: 3049.649658
	Iteration 19Q: 3 clusters Score -1402886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1402898.000000 Penalty: 3049.649658
	Iteration 20F: 3 clusters Score -1402898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1402903.750000 Penalty: 3049.649658
	Iteration 21Q: 3 clusters Score -1402904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1402910.375000 Penalty: 3049.649658
	Iteration 22Q: 3 clusters Score -1402910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1402912.625000 Penalty: 3049.649658
	Iteration 23Q: 3 clusters Score -1402913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1402911.875000 Penalty: 3049.649658
	Iteration 24Q: 3 clusters Score -1402912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1402912.625000 Penalty: 3049.649658
	Iteration 25Q: 3 clusters Score -1402913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1402912.625000 Penalty: 3049.649658
	Iteration 26F: 3 clusters Score -1402913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Entering Unmasked Estep 
Score: -2373039.750000 Penalty: 1595.581665
	Iteration 0F: 2 clusters Score -2373040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2360414.250000 Penalty: 3191.163330
	Iteration 0F: 3 clusters Score -2360414 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2364981.750000 Penalty: 3191.163330
	Iteration 1F: 3 clusters Score -2364982 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2365365.000000 Penalty: 3191.163330
	Iteration 2F: 3 clusters Score -2365365 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2365778.000000 Penalty: 3191.163330
	Iteration 3F: 3 clusters Score -2365778 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2366289.250000 Penalty: 3191.163330
	Iteration 4F: 3 clusters Score -2366289 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2366928.250000 Penalty: 3191.163330
	Iteration 5F: 3 clusters Score -2366928 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2367668.500000 Penalty: 3191.163330
	Iteration 6F: 3 clusters Score -2367668 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2368444.750000 Penalty: 3191.163330
	Iteration 7F: 3 clusters Score -2368445 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2369208.250000 Penalty: 3191.163330
	Iteration 8F: 3 clusters Score -2369208 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2369898.750000 Penalty: 3191.163330
	Iteration 9Q: 3 clusters Score -2369899 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2370462.750000 Penalty: 3191.163330
	Iteration 10Q: 3 clusters Score -2370463 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2370870.000000 Penalty: 3191.163330
	Iteration 11Q: 3 clusters Score -2370870 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2371162.750000 Penalty: 3191.163330
	Iteration 12Q: 3 clusters Score -2371163 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2371352.000000 Penalty: 3191.163330
	Iteration 13Q: 3 clusters Score -2371352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2371456.750000 Penalty: 3191.163330
	Iteration 14Q: 3 clusters Score -2371457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2371525.750000 Penalty: 3191.163330
	Iteration 15Q: 3 clusters Score -2371526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2371560.000000 Penalty: 3191.163330
	Iteration 16Q: 3 clusters Score -2371560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2371583.750000 Penalty: 3191.163330
	Iteration 17Q: 3 clusters Score -2371584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2371594.750000 Penalty: 3191.163330
	Iteration 18Q: 3 clusters Score -2371595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2371611.750000 Penalty: 3191.163330
	Iteration 19Q: 3 clusters Score -2371612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2371617.000000 Penalty: 3191.163330
	Iteration 20F: 3 clusters Score -2371617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2371623.250000 Penalty: 3191.163330
	Iteration 21Q: 3 clusters Score -2371623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2371627.250000 Penalty: 3191.163330
	Iteration 22Q: 3 clusters Score -2371627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2371631.500000 Penalty: 3191.163330
	Iteration 23Q: 3 clusters Score -2371632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2371632.250000 Penalty: 3191.163330
	Iteration 24Q: 3 clusters Score -2371632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2371636.250000 Penalty: 3191.163330
	Iteration 25Q: 3 clusters Score -2371636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2371636.500000 Penalty: 3191.163330
	Iteration 26Q: 3 clusters Score -2371636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2371639.000000 Penalty: 3191.163330
	Iteration 27Q: 3 clusters Score -2371639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2371642.250000 Penalty: 3191.163330
	Iteration 28Q: 3 clusters Score -2371642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2371642.250000 Penalty: 3191.163330
	Iteration 29F: 3 clusters Score -2371642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Entering Unmasked Estep 
Score: -9306347.000000 Penalty: 1813.173584
	Iteration 0F: 2 clusters Score -9306347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -9261217.000000 Penalty: 3626.347168
	Iteration 0F: 3 clusters Score -9261217 nChanged 33205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -9280573.000000 Penalty: 3626.347168
	Iteration 1F: 3 clusters Score -9280573 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -9281466.000000 Penalty: 3626.347168
	Iteration 2Q: 3 clusters Score -9281466 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -9282788.000000 Penalty: 3626.347168
	Iteration 3Q: 3 clusters Score -9282788 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -9284775.000000 Penalty: 3626.347168
	Iteration 4F: 3 clusters Score -9284775 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -9287812.000000 Penalty: 3626.347168
	Iteration 5F: 3 clusters Score -9287812 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -9291821.000000 Penalty: 3626.347168
	Iteration 6F: 3 clusters Score -9291821 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -9296179.000000 Penalty: 3626.347168
	Iteration 7F: 3 clusters Score -9296179 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -9299957.000000 Penalty: 3626.347168
	Iteration 8F: 3 clusters Score -9299957 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -9302393.000000 Penalty: 3626.347168
	Iteration 9Q: 3 clusters Score -9302393 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -9303667.000000 Penalty: 3626.347168
	Iteration 10Q: 3 clusters Score -9303667 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -9304257.000000 Penalty: 3626.347168
	Iteration 11Q: 3 clusters Score -9304257 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9304449.000000 Penalty: 3626.347168
	Iteration 12Q: 3 clusters Score -9304449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -9304558.000000 Penalty: 3626.347168
	Iteration 13Q: 3 clusters Score -9304558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -9304625.000000 Penalty: 3626.347168
	Iteration 14Q: 3 clusters Score -9304625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -9304667.000000 Penalty: 3626.347168
	Iteration 15Q: 3 clusters Score -9304667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -9304694.000000 Penalty: 3626.347168
	Iteration 16Q: 3 clusters Score -9304694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -9304701.000000 Penalty: 3626.347168
	Iteration 17Q: 3 clusters Score -9304701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -9304714.000000 Penalty: 3626.347168
	Iteration 18Q: 3 clusters Score -9304714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -9304732.000000 Penalty: 3626.347168
	Iteration 19Q: 3 clusters Score -9304732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -9304740.000000 Penalty: 3626.347168
	Iteration 20F: 3 clusters Score -9304740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -9304741.000000 Penalty: 3626.347168
	Iteration 21Q: 3 clusters Score -9304741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -9304748.000000 Penalty: 3626.347168
	Iteration 22Q: 3 clusters Score -9304748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -9304750.000000 Penalty: 3626.347168
	Iteration 23Q: 3 clusters Score -9304750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -9304757.000000 Penalty: 3626.347168
	Iteration 24Q: 3 clusters Score -9304757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -9304768.000000 Penalty: 3626.347168
	Iteration 25Q: 3 clusters Score -9304768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -9304775.000000 Penalty: 3626.347168
	Iteration 26Q: 3 clusters Score -9304775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -9304777.000000 Penalty: 3626.347168
	Iteration 27Q: 3 clusters Score -9304777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9304781.000000 Penalty: 3626.347168
	Iteration 28Q: 3 clusters Score -9304781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -9304779.000000 Penalty: 3626.347168
	Iteration 29Q: 3 clusters Score -9304779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -9304786.000000 Penalty: 3626.347168
	Iteration 30Q: 3 clusters Score -9304786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -9304786.000000 Penalty: 3626.347168
	Iteration 31Q: 3 clusters Score -9304786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9304781.000000 Penalty: 3626.347168
	Iteration 32Q: 3 clusters Score -9304781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -9304785.000000 Penalty: 3626.347168
	Iteration 33Q: 3 clusters Score -9304785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -9304785.000000 Penalty: 3626.347168
	Iteration 34F: 3 clusters Score -9304785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Entering Unmasked Estep 
Score: -8771954.000000 Penalty: 1803.545654
	Iteration 0F: 2 clusters Score -8771954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -8728353.000000 Penalty: 3607.091309
	Iteration 0F: 3 clusters Score -8728353 nChanged 31227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -8746177.000000 Penalty: 3607.091309
	Iteration 1F: 3 clusters Score -8746177 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -8746748.000000 Penalty: 3607.091309
	Iteration 2Q: 3 clusters Score -8746748 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -8747483.000000 Penalty: 3607.091309
	Iteration 3Q: 3 clusters Score -8747483 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -8748856.000000 Penalty: 3607.091309
	Iteration 4Q: 3 clusters Score -8748856 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -8750944.000000 Penalty: 3607.091309
	Iteration 5F: 3 clusters Score -8750944 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -8754751.000000 Penalty: 3607.091309
	Iteration 6F: 3 clusters Score -8754751 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -8760172.000000 Penalty: 3607.091309
	Iteration 7F: 3 clusters Score -8760172 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -8765673.000000 Penalty: 3607.091309
	Iteration 8F: 3 clusters Score -8765673 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8768884.000000 Penalty: 3607.091309
	Iteration 9F: 3 clusters Score -8768884 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8769947.000000 Penalty: 3607.091309
	Iteration 10Q: 3 clusters Score -8769947 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8770213.000000 Penalty: 3607.091309
	Iteration 11Q: 3 clusters Score -8770213 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8770299.000000 Penalty: 3607.091309
	Iteration 12Q: 3 clusters Score -8770299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8770331.000000 Penalty: 3607.091309
	Iteration 13Q: 3 clusters Score -8770331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8770357.000000 Penalty: 3607.091309
	Iteration 14Q: 3 clusters Score -8770357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8770374.000000 Penalty: 3607.091309
	Iteration 15Q: 3 clusters Score -8770374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8770393.000000 Penalty: 3607.091309
	Iteration 16Q: 3 clusters Score -8770393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8770395.000000 Penalty: 3607.091309
	Iteration 17Q: 3 clusters Score -8770395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8770414.000000 Penalty: 3607.091309
	Iteration 18Q: 3 clusters Score -8770414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8770409.000000 Penalty: 3607.091309
	Iteration 19Q: 3 clusters Score -8770409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8770415.000000 Penalty: 3607.091309
	Iteration 20F: 3 clusters Score -8770415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20244.937500 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20244.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20518.392578 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20518.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20593.994141 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20593.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20646.882812 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20646.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20683.125000 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20683.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20696.712891 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20696.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20713.521484 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -20713.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20713.521484 Penalty: 1790.551270
	Iteration 7F: 3 clusters Score -20713.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -1040468.875000 Penalty: 1461.955933
	Iteration 0F: 2 clusters Score -1040469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1034573.000000 Penalty: 2923.911865
	Iteration 0F: 3 clusters Score -1034573 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1036362.437500 Penalty: 2923.911865
	Iteration 1F: 3 clusters Score -1036362 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1036609.125000 Penalty: 2923.911865
	Iteration 2F: 3 clusters Score -1036609 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1036842.125000 Penalty: 2923.911865
	Iteration 3F: 3 clusters Score -1036842 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1037024.625000 Penalty: 2923.911865
	Iteration 4Q: 3 clusters Score -1037025 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1037204.437500 Penalty: 2923.911865
	Iteration 5Q: 3 clusters Score -1037204 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1037386.375000 Penalty: 2923.911865
	Iteration 6Q: 3 clusters Score -1037386 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1037576.687500 Penalty: 2923.911865
	Iteration 7Q: 3 clusters Score -1037577 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1037773.000000 Penalty: 2923.911865
	Iteration 8Q: 3 clusters Score -1037773 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1037972.937500 Penalty: 2923.911865
	Iteration 9Q: 3 clusters Score -1037973 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1038171.125000 Penalty: 2923.911865
	Iteration 10Q: 3 clusters Score -1038171 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1038348.875000 Penalty: 2923.911865
	Iteration 11Q: 3 clusters Score -1038349 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1038494.500000 Penalty: 2923.911865
	Iteration 12Q: 3 clusters Score -1038494 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1038637.875000 Penalty: 2923.911865
	Iteration 13Q: 3 clusters Score -1038638 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1038754.625000 Penalty: 2923.911865
	Iteration 14Q: 3 clusters Score -1038755 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1038860.687500 Penalty: 2923.911865
	Iteration 15Q: 3 clusters Score -1038861 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1038951.437500 Penalty: 2923.911865
	Iteration 16Q: 3 clusters Score -1038951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1039017.750000 Penalty: 2923.911865
	Iteration 17Q: 3 clusters Score -1039018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1039079.062500 Penalty: 2923.911865
	Iteration 18Q: 3 clusters Score -1039079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1039122.062500 Penalty: 2923.911865
	Iteration 19Q: 3 clusters Score -1039122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1039149.375000 Penalty: 2923.911865
	Iteration 20F: 3 clusters Score -1039149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1039159.375000 Penalty: 2923.911865
	Iteration 21Q: 3 clusters Score -1039159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1039172.000000 Penalty: 2923.911865
	Iteration 22Q: 3 clusters Score -1039172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1039185.937500 Penalty: 2923.911865
	Iteration 23Q: 3 clusters Score -1039186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1039196.625000 Penalty: 2923.911865
	Iteration 24Q: 3 clusters Score -1039197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1039200.000000 Penalty: 2923.911865
	Iteration 25Q: 3 clusters Score -1039200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1039205.875000 Penalty: 2923.911865
	Iteration 26Q: 3 clusters Score -1039206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1039208.125000 Penalty: 2923.911865
	Iteration 27Q: 3 clusters Score -1039208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1039211.500000 Penalty: 2923.911865
	Iteration 28Q: 3 clusters Score -1039212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1039211.937500 Penalty: 2923.911865
	Iteration 29Q: 3 clusters Score -1039212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1039218.750000 Penalty: 2923.911865
	Iteration 30Q: 3 clusters Score -1039219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1039223.562500 Penalty: 2923.911865
	Iteration 31Q: 3 clusters Score -1039224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1039227.375000 Penalty: 2923.911865
	Iteration 32Q: 3 clusters Score -1039227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1039227.875000 Penalty: 2923.911865
	Iteration 33Q: 3 clusters Score -1039228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1039227.875000 Penalty: 2923.911865
	Iteration 34F: 3 clusters Score -1039228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Entering Unmasked Estep 
Score: -2141778.000000 Penalty: 1583.841431
	Iteration 0F: 2 clusters Score -2141778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2129982.750000 Penalty: 3167.682861
	Iteration 0F: 3 clusters Score -2129983 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2134000.250000 Penalty: 3167.682861
	Iteration 1F: 3 clusters Score -2134000 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2134247.500000 Penalty: 3167.682861
	Iteration 2Q: 3 clusters Score -2134248 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2134454.000000 Penalty: 3167.682861
	Iteration 3Q: 3 clusters Score -2134454 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2134610.750000 Penalty: 3167.682861
	Iteration 4Q: 3 clusters Score -2134611 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2134757.250000 Penalty: 3167.682861
	Iteration 5Q: 3 clusters Score -2134757 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2134896.750000 Penalty: 3167.682861
	Iteration 6Q: 3 clusters Score -2134897 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2135019.500000 Penalty: 3167.682861
	Iteration 7Q: 3 clusters Score -2135020 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2135160.750000 Penalty: 3167.682861
	Iteration 8Q: 3 clusters Score -2135161 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2135294.000000 Penalty: 3167.682861
	Iteration 9Q: 3 clusters Score -2135294 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2135457.750000 Penalty: 3167.682861
	Iteration 10Q: 3 clusters Score -2135458 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2135657.000000 Penalty: 3167.682861
	Iteration 11Q: 3 clusters Score -2135657 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2135893.250000 Penalty: 3167.682861
	Iteration 12Q: 3 clusters Score -2135893 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2136194.250000 Penalty: 3167.682861
	Iteration 13Q: 3 clusters Score -2136194 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2136624.250000 Penalty: 3167.682861
	Iteration 14Q: 3 clusters Score -2136624 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2137174.750000 Penalty: 3167.682861
	Iteration 15F: 3 clusters Score -2137175 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2137896.000000 Penalty: 3167.682861
	Iteration 16F: 3 clusters Score -2137896 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2138690.000000 Penalty: 3167.682861
	Iteration 17F: 3 clusters Score -2138690 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2139386.500000 Penalty: 3167.682861
	Iteration 18Q: 3 clusters Score -2139386 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2139824.000000 Penalty: 3167.682861
	Iteration 19Q: 3 clusters Score -2139824 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2140086.000000 Penalty: 3167.682861
	Iteration 20F: 3 clusters Score -2140086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2140199.750000 Penalty: 3167.682861
	Iteration 21Q: 3 clusters Score -2140200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2140269.750000 Penalty: 3167.682861
	Iteration 22Q: 3 clusters Score -2140270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2140314.500000 Penalty: 3167.682861
	Iteration 23Q: 3 clusters Score -2140314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2140339.000000 Penalty: 3167.682861
	Iteration 24Q: 3 clusters Score -2140339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2140355.500000 Penalty: 3167.682861
	Iteration 25Q: 3 clusters Score -2140356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2140359.500000 Penalty: 3167.682861
	Iteration 26Q: 3 clusters Score -2140360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2140367.500000 Penalty: 3167.682861
	Iteration 27Q: 3 clusters Score -2140368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2140370.250000 Penalty: 3167.682861
	Iteration 28Q: 3 clusters Score -2140370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2140374.500000 Penalty: 3167.682861
	Iteration 29Q: 3 clusters Score -2140374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2140376.500000 Penalty: 3167.682861
	Iteration 30Q: 3 clusters Score -2140376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2140378.250000 Penalty: 3167.682861
	Iteration 31Q: 3 clusters Score -2140378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2140380.000000 Penalty: 3167.682861
	Iteration 32Q: 3 clusters Score -2140380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2140382.250000 Penalty: 3167.682861
	Iteration 33Q: 3 clusters Score -2140382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2140379.750000 Penalty: 3167.682861
	Iteration 34Q: 3 clusters Score -2140380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2140382.750000 Penalty: 3167.682861
	Iteration 35Q: 3 clusters Score -2140383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2140383.750000 Penalty: 3167.682861
	Iteration 36Q: 3 clusters Score -2140384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2140383.750000 Penalty: 3167.682861
	Iteration 37F: 3 clusters Score -2140384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Entering Unmasked Estep 
Score: -9155203.000000 Penalty: 1816.964355
	Iteration 0F: 2 clusters Score -9155203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9107252.000000 Penalty: 3633.928711
	Iteration 0F: 3 clusters Score -9107252 nChanged 34072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -9127479.000000 Penalty: 3633.928711
	Iteration 1F: 3 clusters Score -9127479 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -9128985.000000 Penalty: 3633.928711
	Iteration 2F: 3 clusters Score -9128985 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -9131186.000000 Penalty: 3633.928711
	Iteration 3F: 3 clusters Score -9131186 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -9134227.000000 Penalty: 3633.928711
	Iteration 4F: 3 clusters Score -9134227 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -9138032.000000 Penalty: 3633.928711
	Iteration 5F: 3 clusters Score -9138032 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -9141964.000000 Penalty: 3633.928711
	Iteration 6F: 3 clusters Score -9141964 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -9145667.000000 Penalty: 3633.928711
	Iteration 7F: 3 clusters Score -9145667 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -9148452.000000 Penalty: 3633.928711
	Iteration 8Q: 3 clusters Score -9148452 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -9150343.000000 Penalty: 3633.928711
	Iteration 9Q: 3 clusters Score -9150343 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -9151497.000000 Penalty: 3633.928711
	Iteration 10Q: 3 clusters Score -9151497 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -9152248.000000 Penalty: 3633.928711
	Iteration 11Q: 3 clusters Score -9152248 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -9152623.000000 Penalty: 3633.928711
	Iteration 12Q: 3 clusters Score -9152623 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -9152880.000000 Penalty: 3633.928711
	Iteration 13Q: 3 clusters Score -9152880 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9153088.000000 Penalty: 3633.928711
	Iteration 14Q: 3 clusters Score -9153088 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -9153251.000000 Penalty: 3633.928711
	Iteration 15Q: 3 clusters Score -9153251 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -9153365.000000 Penalty: 3633.928711
	Iteration 16Q: 3 clusters Score -9153365 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -9153440.000000 Penalty: 3633.928711
	Iteration 17Q: 3 clusters Score -9153440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9153496.000000 Penalty: 3633.928711
	Iteration 18Q: 3 clusters Score -9153496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9153546.000000 Penalty: 3633.928711
	Iteration 19Q: 3 clusters Score -9153546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -9153604.000000 Penalty: 3633.928711
	Iteration 20F: 3 clusters Score -9153604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -9153653.000000 Penalty: 3633.928711
	Iteration 21Q: 3 clusters Score -9153653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -9153679.000000 Penalty: 3633.928711
	Iteration 22Q: 3 clusters Score -9153679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -9153717.000000 Penalty: 3633.928711
	Iteration 23Q: 3 clusters Score -9153717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -9153742.000000 Penalty: 3633.928711
	Iteration 24Q: 3 clusters Score -9153742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -9153746.000000 Penalty: 3633.928711
	Iteration 25Q: 3 clusters Score -9153746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -9153771.000000 Penalty: 3633.928711
	Iteration 26Q: 3 clusters Score -9153771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -9153775.000000 Penalty: 3633.928711
	Iteration 27Q: 3 clusters Score -9153775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -9153780.000000 Penalty: 3633.928711
	Iteration 28Q: 3 clusters Score -9153780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -9153784.000000 Penalty: 3633.928711
	Iteration 29Q: 3 clusters Score -9153784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -9153785.000000 Penalty: 3633.928711
	Iteration 30Q: 3 clusters Score -9153785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -9153785.000000 Penalty: 3633.928711
	Iteration 31Q: 3 clusters Score -9153785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -9153788.000000 Penalty: 3633.928711
	Iteration 32Q: 3 clusters Score -9153788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -9153811.000000 Penalty: 3633.928711
	Iteration 33Q: 3 clusters Score -9153811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -9153804.000000 Penalty: 3633.928711
	Iteration 34Q: 3 clusters Score -9153804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -9153812.000000 Penalty: 3633.928711
	Iteration 35Q: 3 clusters Score -9153812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -9153808.000000 Penalty: 3633.928711
	Iteration 36Q: 3 clusters Score -9153808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -9153808.000000 Penalty: 3633.928711
	Iteration 37Q: 3 clusters Score -9153808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -9153814.000000 Penalty: 3633.928711
	Iteration 38Q: 3 clusters Score -9153814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -9153816.000000 Penalty: 3633.928711
	Iteration 39Q: 3 clusters Score -9153816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -9153827.000000 Penalty: 3633.928711
	Iteration 40F: 3 clusters Score -9153827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -9153815.000000 Penalty: 3633.928711
	Iteration 41Q: 3 clusters Score -9153815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -9153818.000000 Penalty: 3633.928711
	Iteration 42Q: 3 clusters Score -9153818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -9153830.000000 Penalty: 3633.928711
	Iteration 43Q: 3 clusters Score -9153830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -9153836.000000 Penalty: 3633.928711
	Iteration 44Q: 3 clusters Score -9153836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -9153836.000000 Penalty: 3633.928711
	Iteration 45Q: 3 clusters Score -9153836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -9153836.000000 Penalty: 3633.928711
	Iteration 46Q: 3 clusters Score -9153836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -9153837.000000 Penalty: 3633.928711
	Iteration 47Q: 3 clusters Score -9153837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -9153835.000000 Penalty: 3633.928711
	Iteration 48Q: 3 clusters Score -9153835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -9153836.000000 Penalty: 3633.928711
	Iteration 49Q: 3 clusters Score -9153836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -9153836.000000 Penalty: 3633.928711
	Iteration 50Q: 3 clusters Score -9153836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -9153838.000000 Penalty: 3633.928711
	Iteration 51Q: 3 clusters Score -9153838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -9153852.000000 Penalty: 3633.928711
	Iteration 52Q: 3 clusters Score -9153852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -9153856.000000 Penalty: 3633.928711
	Iteration 53Q: 3 clusters Score -9153856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -9153866.000000 Penalty: 3633.928711
	Iteration 54Q: 3 clusters Score -9153866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -9153861.000000 Penalty: 3633.928711
	Iteration 55Q: 3 clusters Score -9153861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -9153865.000000 Penalty: 3633.928711
	Iteration 56Q: 3 clusters Score -9153865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9153858.000000 Penalty: 3633.928711
	Iteration 57Q: 3 clusters Score -9153858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -9153866.000000 Penalty: 3633.928711
	Iteration 58Q: 3 clusters Score -9153866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -9153859.000000 Penalty: 3633.928711
	Iteration 59Q: 3 clusters Score -9153859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -9153864.000000 Penalty: 3633.928711
	Iteration 60F: 3 clusters Score -9153864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -9153863.000000 Penalty: 3633.928711
	Iteration 61Q: 3 clusters Score -9153863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -9153857.000000 Penalty: 3633.928711
	Iteration 62Q: 3 clusters Score -9153857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -9153859.000000 Penalty: 3633.928711
	Iteration 63Q: 3 clusters Score -9153859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -9153874.000000 Penalty: 3633.928711
	Iteration 64Q: 3 clusters Score -9153874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 70911 members 
Entering Unmasked Estep 
Score: -9153881.000000 Penalty: 3633.928711
	Iteration 65Q: 3 clusters Score -9153881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -9153889.000000 Penalty: 3633.928711
	Iteration 66Q: 3 clusters Score -9153889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -9153891.000000 Penalty: 3633.928711
	Iteration 67Q: 3 clusters Score -9153891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9153888.000000 Penalty: 3633.928711
	Iteration 68Q: 3 clusters Score -9153888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -9153887.000000 Penalty: 3633.928711
	Iteration 69Q: 3 clusters Score -9153887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -9153891.000000 Penalty: 3633.928711
	Iteration 70Q: 3 clusters Score -9153891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -9153894.000000 Penalty: 3633.928711
	Iteration 71Q: 3 clusters Score -9153894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -9153893.000000 Penalty: 3633.928711
	Iteration 72Q: 3 clusters Score -9153893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9153888.000000 Penalty: 3633.928711
	Iteration 73Q: 3 clusters Score -9153888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -9153888.000000 Penalty: 3633.928711
	Iteration 74Q: 3 clusters Score -9153888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -9153891.000000 Penalty: 3633.928711
	Iteration 75Q: 3 clusters Score -9153891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -9153891.000000 Penalty: 3633.928711
	Iteration 76Q: 3 clusters Score -9153891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -9153885.000000 Penalty: 3633.928711
	Iteration 77Q: 3 clusters Score -9153885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -9153890.000000 Penalty: 3633.928711
	Iteration 78Q: 3 clusters Score -9153890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -9153898.000000 Penalty: 3633.928711
	Iteration 79Q: 3 clusters Score -9153898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -9153898.000000 Penalty: 3633.928711
	Iteration 80F: 3 clusters Score -9153898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -714920.312500 Penalty: 1403.961792
	Iteration 0F: 2 clusters Score -714920.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -710514.937500 Penalty: 2807.923584
	Iteration 0F: 3 clusters Score -710514.9 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -711854.750000 Penalty: 2807.923584
	Iteration 1F: 3 clusters Score -711854.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -712130.500000 Penalty: 2807.923584
	Iteration 2F: 3 clusters Score -712130.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -712345.312500 Penalty: 2807.923584
	Iteration 3F: 3 clusters Score -712345.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -712503.687500 Penalty: 2807.923584
	Iteration 4Q: 3 clusters Score -712503.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -712634.312500 Penalty: 2807.923584
	Iteration 5Q: 3 clusters Score -712634.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -712761.687500 Penalty: 2807.923584
	Iteration 6Q: 3 clusters Score -712761.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -712879.250000 Penalty: 2807.923584
	Iteration 7Q: 3 clusters Score -712879.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -712994.687500 Penalty: 2807.923584
	Iteration 8Q: 3 clusters Score -712994.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -713093.375000 Penalty: 2807.923584
	Iteration 9Q: 3 clusters Score -713093.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -713204.125000 Penalty: 2807.923584
	Iteration 10Q: 3 clusters Score -713204.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -713321.062500 Penalty: 2807.923584
	Iteration 11Q: 3 clusters Score -713321.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -713416.500000 Penalty: 2807.923584
	Iteration 12Q: 3 clusters Score -713416.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -713499.562500 Penalty: 2807.923584
	Iteration 13Q: 3 clusters Score -713499.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -713572.500000 Penalty: 2807.923584
	Iteration 14Q: 3 clusters Score -713572.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -713636.500000 Penalty: 2807.923584
	Iteration 15Q: 3 clusters Score -713636.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -713688.437500 Penalty: 2807.923584
	Iteration 16Q: 3 clusters Score -713688.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -713743.562500 Penalty: 2807.923584
	Iteration 17Q: 3 clusters Score -713743.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -713795.437500 Penalty: 2807.923584
	Iteration 18Q: 3 clusters Score -713795.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -713823.500000 Penalty: 2807.923584
	Iteration 19Q: 3 clusters Score -713823.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -713835.437500 Penalty: 2807.923584
	Iteration 20F: 3 clusters Score -713835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -713842.750000 Penalty: 2807.923584
	Iteration 21Q: 3 clusters Score -713842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -713852.562500 Penalty: 2807.923584
	Iteration 22Q: 3 clusters Score -713852.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -713860.062500 Penalty: 2807.923584
	Iteration 23Q: 3 clusters Score -713860.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -713875.625000 Penalty: 2807.923584
	Iteration 24Q: 3 clusters Score -713875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -713885.187500 Penalty: 2807.923584
	Iteration 25Q: 3 clusters Score -713885.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -713894.125000 Penalty: 2807.923584
	Iteration 26Q: 3 clusters Score -713894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -713899.125000 Penalty: 2807.923584
	Iteration 27Q: 3 clusters Score -713899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -713900.000000 Penalty: 2807.923584
	Iteration 28Q: 3 clusters Score -713900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -713903.375000 Penalty: 2807.923584
	Iteration 29Q: 3 clusters Score -713903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -713907.187500 Penalty: 2807.923584
	Iteration 30Q: 3 clusters Score -713907.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -713912.875000 Penalty: 2807.923584
	Iteration 31Q: 3 clusters Score -713912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -713914.937500 Penalty: 2807.923584
	Iteration 32Q: 3 clusters Score -713914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -713921.187500 Penalty: 2807.923584
	Iteration 33Q: 3 clusters Score -713921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -713926.437500 Penalty: 2807.923584
	Iteration 34Q: 3 clusters Score -713926.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -713933.812500 Penalty: 2807.923584
	Iteration 35Q: 3 clusters Score -713933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -713942.625000 Penalty: 2807.923584
	Iteration 36Q: 3 clusters Score -713942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -713952.062500 Penalty: 2807.923584
	Iteration 37Q: 3 clusters Score -713952.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -713963.937500 Penalty: 2807.923584
	Iteration 38Q: 3 clusters Score -713963.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -713971.812500 Penalty: 2807.923584
	Iteration 39Q: 3 clusters Score -713971.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -713980.437500 Penalty: 2807.923584
	Iteration 40F: 3 clusters Score -713980.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -713986.625000 Penalty: 2807.923584
	Iteration 41Q: 3 clusters Score -713986.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -713993.187500 Penalty: 2807.923584
	Iteration 42Q: 3 clusters Score -713993.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -713997.812500 Penalty: 2807.923584
	Iteration 43Q: 3 clusters Score -713997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -713999.937500 Penalty: 2807.923584
	Iteration 44Q: 3 clusters Score -713999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -713999.250000 Penalty: 2807.923584
	Iteration 45Q: 3 clusters Score -713999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -714002.562500 Penalty: 2807.923584
	Iteration 46Q: 3 clusters Score -714002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -714003.687500 Penalty: 2807.923584
	Iteration 47Q: 3 clusters Score -714003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -714003.687500 Penalty: 2807.923584
	Iteration 48F: 3 clusters Score -714003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -193394.203125 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -193394.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -191548.234375 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -191548.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191971.687500 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -191971.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -192090.390625 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -192090.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192164.312500 Penalty: 2418.810059
	Iteration 3Q: 3 clusters Score -192164.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -192229.687500 Penalty: 2418.810059
	Iteration 4Q: 3 clusters Score -192229.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -192303.156250 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -192303.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -192424.437500 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -192424.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192517.671875 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -192517.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192593.718750 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -192593.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -192642.203125 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -192642.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192696.859375 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -192696.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192747.500000 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -192747.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192798.203125 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -192798.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192836.000000 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -192836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192873.515625 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -192873.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192897.796875 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -192897.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192918.750000 Penalty: 2418.810059
	Iteration 16Q: 3 clusters Score -192918.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192935.750000 Penalty: 2418.810059
	Iteration 17Q: 3 clusters Score -192935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192956.593750 Penalty: 2418.810059
	Iteration 18Q: 3 clusters Score -192956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192982.015625 Penalty: 2418.810059
	Iteration 19Q: 3 clusters Score -192982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -193002.125000 Penalty: 2418.810059
	Iteration 20F: 3 clusters Score -193002.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -193008.859375 Penalty: 2418.810059
	Iteration 21Q: 3 clusters Score -193008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -193010.953125 Penalty: 2418.810059
	Iteration 22Q: 3 clusters Score -193011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193011.781250 Penalty: 2418.810059
	Iteration 23Q: 3 clusters Score -193011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -193012.343750 Penalty: 2418.810059
	Iteration 24Q: 3 clusters Score -193012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -193012.828125 Penalty: 2418.810059
	Iteration 25Q: 3 clusters Score -193012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -193012.828125 Penalty: 2418.810059
	Iteration 26F: 3 clusters Score -193012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Entering Unmasked Estep 
Score: -2841486.500000 Penalty: 1623.796997
	Iteration 0F: 2 clusters Score -2841486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2826744.000000 Penalty: 3247.593994
	Iteration 0F: 3 clusters Score -2826744 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2832045.750000 Penalty: 3247.593994
	Iteration 1F: 3 clusters Score -2832046 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2832450.250000 Penalty: 3247.593994
	Iteration 2F: 3 clusters Score -2832450 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2832880.500000 Penalty: 3247.593994
	Iteration 3Q: 3 clusters Score -2832880 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2833322.000000 Penalty: 3247.593994
	Iteration 4F: 3 clusters Score -2833322 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2833769.000000 Penalty: 3247.593994
	Iteration 5Q: 3 clusters Score -2833769 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2834229.500000 Penalty: 3247.593994
	Iteration 6Q: 3 clusters Score -2834230 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2834749.750000 Penalty: 3247.593994
	Iteration 7Q: 3 clusters Score -2834750 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2835384.250000 Penalty: 3247.593994
	Iteration 8F: 3 clusters Score -2835384 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2836184.000000 Penalty: 3247.593994
	Iteration 9F: 3 clusters Score -2836184 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2837091.500000 Penalty: 3247.593994
	Iteration 10F: 3 clusters Score -2837092 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2837937.750000 Penalty: 3247.593994
	Iteration 11Q: 3 clusters Score -2837938 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2838731.750000 Penalty: 3247.593994
	Iteration 12Q: 3 clusters Score -2838732 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2839312.000000 Penalty: 3247.593994
	Iteration 13Q: 3 clusters Score -2839312 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2839689.500000 Penalty: 3247.593994
	Iteration 14Q: 3 clusters Score -2839690 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2839890.750000 Penalty: 3247.593994
	Iteration 15Q: 3 clusters Score -2839891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2839987.500000 Penalty: 3247.593994
	Iteration 16Q: 3 clusters Score -2839988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2840044.500000 Penalty: 3247.593994
	Iteration 17Q: 3 clusters Score -2840044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2840078.000000 Penalty: 3247.593994
	Iteration 18Q: 3 clusters Score -2840078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2840095.500000 Penalty: 3247.593994
	Iteration 19Q: 3 clusters Score -2840096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2840108.250000 Penalty: 3247.593994
	Iteration 20F: 3 clusters Score -2840108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2840117.750000 Penalty: 3247.593994
	Iteration 21Q: 3 clusters Score -2840118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2840121.750000 Penalty: 3247.593994
	Iteration 22Q: 3 clusters Score -2840122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2840126.000000 Penalty: 3247.593994
	Iteration 23Q: 3 clusters Score -2840126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2840126.250000 Penalty: 3247.593994
	Iteration 24Q: 3 clusters Score -2840126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2840130.750000 Penalty: 3247.593994
	Iteration 25Q: 3 clusters Score -2840131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2840131.500000 Penalty: 3247.593994
	Iteration 26Q: 3 clusters Score -2840132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2840132.250000 Penalty: 3247.593994
	Iteration 27Q: 3 clusters Score -2840132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2840132.500000 Penalty: 3247.593994
	Iteration 28Q: 3 clusters Score -2840132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2840132.500000 Penalty: 3247.593994
	Iteration 29F: 3 clusters Score -2840132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -831326.187500 Penalty: 1421.908813
	Iteration 0F: 2 clusters Score -831326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -826603.125000 Penalty: 2843.817627
	Iteration 0F: 3 clusters Score -826603.1 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -828021.000000 Penalty: 2843.817627
	Iteration 1F: 3 clusters Score -828021 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -828307.062500 Penalty: 2843.817627
	Iteration 2F: 3 clusters Score -828307.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -828587.937500 Penalty: 2843.817627
	Iteration 3F: 3 clusters Score -828587.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -828849.250000 Penalty: 2843.817627
	Iteration 4F: 3 clusters Score -828849.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -829087.750000 Penalty: 2843.817627
	Iteration 5F: 3 clusters Score -829087.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -829348.625000 Penalty: 2843.817627
	Iteration 6F: 3 clusters Score -829348.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -829588.312500 Penalty: 2843.817627
	Iteration 7F: 3 clusters Score -829588.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -829796.187500 Penalty: 2843.817627
	Iteration 8Q: 3 clusters Score -829796.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -830010.687500 Penalty: 2843.817627
	Iteration 9Q: 3 clusters Score -830010.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -830173.125000 Penalty: 2843.817627
	Iteration 10Q: 3 clusters Score -830173.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -830259.437500 Penalty: 2843.817627
	Iteration 11Q: 3 clusters Score -830259.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -830309.625000 Penalty: 2843.817627
	Iteration 12Q: 3 clusters Score -830309.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -830339.875000 Penalty: 2843.817627
	Iteration 13Q: 3 clusters Score -830339.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -830363.875000 Penalty: 2843.817627
	Iteration 14Q: 3 clusters Score -830363.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -830378.625000 Penalty: 2843.817627
	Iteration 15Q: 3 clusters Score -830378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -830385.562500 Penalty: 2843.817627
	Iteration 16Q: 3 clusters Score -830385.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -830394.500000 Penalty: 2843.817627
	Iteration 17Q: 3 clusters Score -830394.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -830395.562500 Penalty: 2843.817627
	Iteration 18Q: 3 clusters Score -830395.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -830400.125000 Penalty: 2843.817627
	Iteration 19Q: 3 clusters Score -830400.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -830404.500000 Penalty: 2843.817627
	Iteration 20F: 3 clusters Score -830404.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -830411.125000 Penalty: 2843.817627
	Iteration 21Q: 3 clusters Score -830411.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -830414.812500 Penalty: 2843.817627
	Iteration 22Q: 3 clusters Score -830414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -830418.312500 Penalty: 2843.817627
	Iteration 23Q: 3 clusters Score -830418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -830420.812500 Penalty: 2843.817627
	Iteration 24Q: 3 clusters Score -830420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -830422.437500 Penalty: 2843.817627
	Iteration 25Q: 3 clusters Score -830422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -830425.000000 Penalty: 2843.817627
	Iteration 26Q: 3 clusters Score -830425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -830425.562500 Penalty: 2843.817627
	Iteration 27Q: 3 clusters Score -830425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -830426.312500 Penalty: 2843.817627
	Iteration 28Q: 3 clusters Score -830426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -830426.125000 Penalty: 2843.817627
	Iteration 29Q: 3 clusters Score -830426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -830426.437500 Penalty: 2843.817627
	Iteration 30Q: 3 clusters Score -830426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -830429.250000 Penalty: 2843.817627
	Iteration 31Q: 3 clusters Score -830429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -830429.687500 Penalty: 2843.817627
	Iteration 32Q: 3 clusters Score -830429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -830430.750000 Penalty: 2843.817627
	Iteration 33Q: 3 clusters Score -830430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -830430.625000 Penalty: 2843.817627
	Iteration 34Q: 3 clusters Score -830430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -830432.250000 Penalty: 2843.817627
	Iteration 35Q: 3 clusters Score -830432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -830433.125000 Penalty: 2843.817627
	Iteration 36Q: 3 clusters Score -830433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -830433.125000 Penalty: 2843.817627
	Iteration 37F: 3 clusters Score -830433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -619736.687500 Penalty: 1378.758789
	Iteration 0F: 2 clusters Score -619736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -615907.062500 Penalty: 2757.517578
	Iteration 0F: 3 clusters Score -615907.1 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -617069.312500 Penalty: 2757.517578
	Iteration 1F: 3 clusters Score -617069.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -617259.750000 Penalty: 2757.517578
	Iteration 2F: 3 clusters Score -617259.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -617457.125000 Penalty: 2757.517578
	Iteration 3F: 3 clusters Score -617457.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -617632.500000 Penalty: 2757.517578
	Iteration 4F: 3 clusters Score -617632.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -617810.750000 Penalty: 2757.517578
	Iteration 5F: 3 clusters Score -617810.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -617972.625000 Penalty: 2757.517578
	Iteration 6F: 3 clusters Score -617972.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -618108.437500 Penalty: 2757.517578
	Iteration 7Q: 3 clusters Score -618108.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -618198.562500 Penalty: 2757.517578
	Iteration 8Q: 3 clusters Score -618198.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -618263.500000 Penalty: 2757.517578
	Iteration 9Q: 3 clusters Score -618263.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -618309.437500 Penalty: 2757.517578
	Iteration 10Q: 3 clusters Score -618309.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -618337.625000 Penalty: 2757.517578
	Iteration 11Q: 3 clusters Score -618337.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -618360.250000 Penalty: 2757.517578
	Iteration 12Q: 3 clusters Score -618360.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -618379.687500 Penalty: 2757.517578
	Iteration 13Q: 3 clusters Score -618379.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -618395.562500 Penalty: 2757.517578
	Iteration 14Q: 3 clusters Score -618395.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -618407.062500 Penalty: 2757.517578
	Iteration 15Q: 3 clusters Score -618407.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -618416.750000 Penalty: 2757.517578
	Iteration 16Q: 3 clusters Score -618416.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -618427.125000 Penalty: 2757.517578
	Iteration 17Q: 3 clusters Score -618427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -618434.250000 Penalty: 2757.517578
	Iteration 18Q: 3 clusters Score -618434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -618441.000000 Penalty: 2757.517578
	Iteration 19Q: 3 clusters Score -618441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -618449.000000 Penalty: 2757.517578
	Iteration 20F: 3 clusters Score -618449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -618454.250000 Penalty: 2757.517578
	Iteration 21Q: 3 clusters Score -618454.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -618458.437500 Penalty: 2757.517578
	Iteration 22Q: 3 clusters Score -618458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -618462.062500 Penalty: 2757.517578
	Iteration 23Q: 3 clusters Score -618462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -618463.062500 Penalty: 2757.517578
	Iteration 24Q: 3 clusters Score -618463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -618465.250000 Penalty: 2757.517578
	Iteration 25Q: 3 clusters Score -618465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -618467.250000 Penalty: 2757.517578
	Iteration 26Q: 3 clusters Score -618467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -618467.375000 Penalty: 2757.517578
	Iteration 27Q: 3 clusters Score -618467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -618467.375000 Penalty: 2757.517578
	Iteration 28F: 3 clusters Score -618467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1959581.125000 Penalty: 1567.749878
	Iteration 0F: 2 clusters Score -1959581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1948967.875000 Penalty: 3135.499756
	Iteration 0F: 3 clusters Score -1948968 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1952787.000000 Penalty: 3135.499756
	Iteration 1F: 3 clusters Score -1952787 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1953117.375000 Penalty: 3135.499756
	Iteration 2F: 3 clusters Score -1953117 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1953447.125000 Penalty: 3135.499756
	Iteration 3Q: 3 clusters Score -1953447 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1953814.000000 Penalty: 3135.499756
	Iteration 4Q: 3 clusters Score -1953814 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1954218.750000 Penalty: 3135.499756
	Iteration 5Q: 3 clusters Score -1954219 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1954722.375000 Penalty: 3135.499756
	Iteration 6F: 3 clusters Score -1954722 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1955243.875000 Penalty: 3135.499756
	Iteration 7Q: 3 clusters Score -1955244 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1955755.750000 Penalty: 3135.499756
	Iteration 8Q: 3 clusters Score -1955756 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1956238.500000 Penalty: 3135.499756
	Iteration 9Q: 3 clusters Score -1956238 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1956691.125000 Penalty: 3135.499756
	Iteration 10Q: 3 clusters Score -1956691 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1957083.875000 Penalty: 3135.499756
	Iteration 11Q: 3 clusters Score -1957084 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1957378.750000 Penalty: 3135.499756
	Iteration 12Q: 3 clusters Score -1957379 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1957601.750000 Penalty: 3135.499756
	Iteration 13Q: 3 clusters Score -1957602 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1957762.250000 Penalty: 3135.499756
	Iteration 14Q: 3 clusters Score -1957762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1957902.000000 Penalty: 3135.499756
	Iteration 15Q: 3 clusters Score -1957902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1957992.375000 Penalty: 3135.499756
	Iteration 16Q: 3 clusters Score -1957992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1958055.250000 Penalty: 3135.499756
	Iteration 17Q: 3 clusters Score -1958055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1958092.250000 Penalty: 3135.499756
	Iteration 18Q: 3 clusters Score -1958092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1958128.375000 Penalty: 3135.499756
	Iteration 19Q: 3 clusters Score -1958128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1958164.875000 Penalty: 3135.499756
	Iteration 20F: 3 clusters Score -1958165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1958202.125000 Penalty: 3135.499756
	Iteration 21Q: 3 clusters Score -1958202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1958225.625000 Penalty: 3135.499756
	Iteration 22Q: 3 clusters Score -1958226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1958245.000000 Penalty: 3135.499756
	Iteration 23Q: 3 clusters Score -1958245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1958262.750000 Penalty: 3135.499756
	Iteration 24Q: 3 clusters Score -1958263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1958283.625000 Penalty: 3135.499756
	Iteration 25Q: 3 clusters Score -1958284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1958295.375000 Penalty: 3135.499756
	Iteration 26Q: 3 clusters Score -1958295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1958305.250000 Penalty: 3135.499756
	Iteration 27Q: 3 clusters Score -1958305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1958312.500000 Penalty: 3135.499756
	Iteration 28Q: 3 clusters Score -1958312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1958318.125000 Penalty: 3135.499756
	Iteration 29Q: 3 clusters Score -1958318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1958324.625000 Penalty: 3135.499756
	Iteration 30Q: 3 clusters Score -1958325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1958326.375000 Penalty: 3135.499756
	Iteration 31Q: 3 clusters Score -1958326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1958327.375000 Penalty: 3135.499756
	Iteration 32Q: 3 clusters Score -1958327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1958327.625000 Penalty: 3135.499756
	Iteration 33Q: 3 clusters Score -1958328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1958330.125000 Penalty: 3135.499756
	Iteration 34Q: 3 clusters Score -1958330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1958329.625000 Penalty: 3135.499756
	Iteration 35Q: 3 clusters Score -1958330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1958329.625000 Penalty: 3135.499756
	Iteration 36F: 3 clusters Score -1958330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -707340.187500 Penalty: 1409.000488
	Iteration 0F: 2 clusters Score -707340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -702860.375000 Penalty: 2818.000977
	Iteration 0F: 3 clusters Score -702860.4 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -704157.187500 Penalty: 2818.000977
	Iteration 1F: 3 clusters Score -704157.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -704390.687500 Penalty: 2818.000977
	Iteration 2F: 3 clusters Score -704390.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -704559.687500 Penalty: 2818.000977
	Iteration 3F: 3 clusters Score -704559.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -704700.062500 Penalty: 2818.000977
	Iteration 4Q: 3 clusters Score -704700.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -704834.000000 Penalty: 2818.000977
	Iteration 5Q: 3 clusters Score -704834 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -704962.000000 Penalty: 2818.000977
	Iteration 6Q: 3 clusters Score -704962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -705097.562500 Penalty: 2818.000977
	Iteration 7Q: 3 clusters Score -705097.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -705221.875000 Penalty: 2818.000977
	Iteration 8Q: 3 clusters Score -705221.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -705331.375000 Penalty: 2818.000977
	Iteration 9Q: 3 clusters Score -705331.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -705450.875000 Penalty: 2818.000977
	Iteration 10Q: 3 clusters Score -705450.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -705576.562500 Penalty: 2818.000977
	Iteration 11Q: 3 clusters Score -705576.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -705674.500000 Penalty: 2818.000977
	Iteration 12Q: 3 clusters Score -705674.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -705758.812500 Penalty: 2818.000977
	Iteration 13Q: 3 clusters Score -705758.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -705830.500000 Penalty: 2818.000977
	Iteration 14Q: 3 clusters Score -705830.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -705883.937500 Penalty: 2818.000977
	Iteration 15Q: 3 clusters Score -705883.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -705943.125000 Penalty: 2818.000977
	Iteration 16Q: 3 clusters Score -705943.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -705976.750000 Penalty: 2818.000977
	Iteration 17Q: 3 clusters Score -705976.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -706003.375000 Penalty: 2818.000977
	Iteration 18Q: 3 clusters Score -706003.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -706026.312500 Penalty: 2818.000977
	Iteration 19Q: 3 clusters Score -706026.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -706054.750000 Penalty: 2818.000977
	Iteration 20F: 3 clusters Score -706054.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -706076.312500 Penalty: 2818.000977
	Iteration 21Q: 3 clusters Score -706076.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -706094.875000 Penalty: 2818.000977
	Iteration 22Q: 3 clusters Score -706094.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -706107.812500 Penalty: 2818.000977
	Iteration 23Q: 3 clusters Score -706107.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -706122.187500 Penalty: 2818.000977
	Iteration 24Q: 3 clusters Score -706122.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -706131.437500 Penalty: 2818.000977
	Iteration 25Q: 3 clusters Score -706131.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -706141.812500 Penalty: 2818.000977
	Iteration 26Q: 3 clusters Score -706141.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -706152.812500 Penalty: 2818.000977
	Iteration 27Q: 3 clusters Score -706152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -706158.375000 Penalty: 2818.000977
	Iteration 28Q: 3 clusters Score -706158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -706160.250000 Penalty: 2818.000977
	Iteration 29Q: 3 clusters Score -706160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706161.562500 Penalty: 2818.000977
	Iteration 30Q: 3 clusters Score -706161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -706161.625000 Penalty: 2818.000977
	Iteration 31Q: 3 clusters Score -706161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706163.000000 Penalty: 2818.000977
	Iteration 32Q: 3 clusters Score -706163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706164.000000 Penalty: 2818.000977
	Iteration 33Q: 3 clusters Score -706164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -706164.750000 Penalty: 2818.000977
	Iteration 34Q: 3 clusters Score -706164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706165.812500 Penalty: 2818.000977
	Iteration 35Q: 3 clusters Score -706165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706166.687500 Penalty: 2818.000977
	Iteration 36Q: 3 clusters Score -706166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706166.687500 Penalty: 2818.000977
	Iteration 37F: 3 clusters Score -706166.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Entering Unmasked Estep 
Score: -4839584.000000 Penalty: 1708.116333
	Iteration 0F: 2 clusters Score -4839584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4814846.500000 Penalty: 3416.232666
	Iteration 0F: 3 clusters Score -4814846 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4824364.000000 Penalty: 3416.232666
	Iteration 1F: 3 clusters Score -4824364 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4824720.500000 Penalty: 3416.232666
	Iteration 2Q: 3 clusters Score -4824720 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4825088.000000 Penalty: 3416.232666
	Iteration 3Q: 3 clusters Score -4825088 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4825517.500000 Penalty: 3416.232666
	Iteration 4Q: 3 clusters Score -4825518 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4826049.000000 Penalty: 3416.232666
	Iteration 5Q: 3 clusters Score -4826049 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4826950.000000 Penalty: 3416.232666
	Iteration 6Q: 3 clusters Score -4826950 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4828317.000000 Penalty: 3416.232666
	Iteration 7F: 3 clusters Score -4828317 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4830392.000000 Penalty: 3416.232666
	Iteration 8F: 3 clusters Score -4830392 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4832754.500000 Penalty: 3416.232666
	Iteration 9F: 3 clusters Score -4832754 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4834861.500000 Penalty: 3416.232666
	Iteration 10F: 3 clusters Score -4834862 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4836056.000000 Penalty: 3416.232666
	Iteration 11F: 3 clusters Score -4836056 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4836743.500000 Penalty: 3416.232666
	Iteration 12Q: 3 clusters Score -4836744 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4837388.500000 Penalty: 3416.232666
	Iteration 13Q: 3 clusters Score -4837388 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4837943.500000 Penalty: 3416.232666
	Iteration 14Q: 3 clusters Score -4837944 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4838364.500000 Penalty: 3416.232666
	Iteration 15Q: 3 clusters Score -4838364 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4838659.500000 Penalty: 3416.232666
	Iteration 16Q: 3 clusters Score -4838660 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4838830.000000 Penalty: 3416.232666
	Iteration 17Q: 3 clusters Score -4838830 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4838891.000000 Penalty: 3416.232666
	Iteration 18Q: 3 clusters Score -4838891 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4838939.500000 Penalty: 3416.232666
	Iteration 19Q: 3 clusters Score -4838940 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4838978.000000 Penalty: 3416.232666
	Iteration 20F: 3 clusters Score -4838978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4838985.000000 Penalty: 3416.232666
	Iteration 21Q: 3 clusters Score -4838985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4838986.500000 Penalty: 3416.232666
	Iteration 22Q: 3 clusters Score -4838986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4838994.000000 Penalty: 3416.232666
	Iteration 23Q: 3 clusters Score -4838994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4839002.000000 Penalty: 3416.232666
	Iteration 24Q: 3 clusters Score -4839002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4839009.500000 Penalty: 3416.232666
	Iteration 25Q: 3 clusters Score -4839010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4839010.500000 Penalty: 3416.232666
	Iteration 26Q: 3 clusters Score -4839010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4839010.500000 Penalty: 3416.232666
	Iteration 27Q: 3 clusters Score -4839010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4839017.500000 Penalty: 3416.232666
	Iteration 28Q: 3 clusters Score -4839018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4839008.500000 Penalty: 3416.232666
	Iteration 29Q: 3 clusters Score -4839008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4839002.500000 Penalty: 3416.232666
	Iteration 30Q: 3 clusters Score -4839002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -4838999.500000 Penalty: 3416.232666
	Iteration 31Q: 3 clusters Score -4839000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4839003.000000 Penalty: 3416.232666
	Iteration 32Q: 3 clusters Score -4839003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4839007.000000 Penalty: 3416.232666
	Iteration 33Q: 3 clusters Score -4839007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4839007.000000 Penalty: 3416.232666
	Iteration 34F: 3 clusters Score -4839007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Entering Unmasked Estep 
Score: -9453339.000000 Penalty: 1815.940186
	Iteration 0F: 2 clusters Score -9453339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9406999.000000 Penalty: 3631.880371
	Iteration 0F: 3 clusters Score -9406999 nChanged 33820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9426458.000000 Penalty: 3631.880371
	Iteration 1F: 3 clusters Score -9426458 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -9427032.000000 Penalty: 3631.880371
	Iteration 2Q: 3 clusters Score -9427032 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -9427648.000000 Penalty: 3631.880371
	Iteration 3Q: 3 clusters Score -9427648 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -9428456.000000 Penalty: 3631.880371
	Iteration 4Q: 3 clusters Score -9428456 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -9429423.000000 Penalty: 3631.880371
	Iteration 5Q: 3 clusters Score -9429423 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -9430768.000000 Penalty: 3631.880371
	Iteration 6Q: 3 clusters Score -9430768 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -9432710.000000 Penalty: 3631.880371
	Iteration 7Q: 3 clusters Score -9432710 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -9435360.000000 Penalty: 3631.880371
	Iteration 8F: 3 clusters Score -9435360 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -9438944.000000 Penalty: 3631.880371
	Iteration 9F: 3 clusters Score -9438944 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -9443294.000000 Penalty: 3631.880371
	Iteration 10F: 3 clusters Score -9443294 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -9446875.000000 Penalty: 3631.880371
	Iteration 11F: 3 clusters Score -9446875 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -9449416.000000 Penalty: 3631.880371
	Iteration 12Q: 3 clusters Score -9449416 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -9450642.000000 Penalty: 3631.880371
	Iteration 13Q: 3 clusters Score -9450642 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -9451211.000000 Penalty: 3631.880371
	Iteration 14Q: 3 clusters Score -9451211 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -9451478.000000 Penalty: 3631.880371
	Iteration 15Q: 3 clusters Score -9451478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -9451598.000000 Penalty: 3631.880371
	Iteration 16Q: 3 clusters Score -9451598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9451676.000000 Penalty: 3631.880371
	Iteration 17Q: 3 clusters Score -9451676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -9451722.000000 Penalty: 3631.880371
	Iteration 18Q: 3 clusters Score -9451722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -9451751.000000 Penalty: 3631.880371
	Iteration 19Q: 3 clusters Score -9451751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -9451764.000000 Penalty: 3631.880371
	Iteration 20F: 3 clusters Score -9451764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -9451763.000000 Penalty: 3631.880371
	Iteration 21Q: 3 clusters Score -9451763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -9451781.000000 Penalty: 3631.880371
	Iteration 22Q: 3 clusters Score -9451781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -9451778.000000 Penalty: 3631.880371
	Iteration 23Q: 3 clusters Score -9451778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -9451783.000000 Penalty: 3631.880371
	Iteration 24Q: 3 clusters Score -9451783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -9451782.000000 Penalty: 3631.880371
	Iteration 25Q: 3 clusters Score -9451782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -9451782.000000 Penalty: 3631.880371
	Iteration 26Q: 3 clusters Score -9451782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -9451786.000000 Penalty: 3631.880371
	Iteration 27Q: 3 clusters Score -9451786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -9451782.000000 Penalty: 3631.880371
	Iteration 28Q: 3 clusters Score -9451782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9451789.000000 Penalty: 3631.880371
	Iteration 29Q: 3 clusters Score -9451789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -9451783.000000 Penalty: 3631.880371
	Iteration 30Q: 3 clusters Score -9451783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9451782.000000 Penalty: 3631.880371
	Iteration 31Q: 3 clusters Score -9451782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9451782.000000 Penalty: 3631.880371
	Iteration 32F: 3 clusters Score -9451782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -483020.000000 Penalty: 1348.593506
	Iteration 0F: 2 clusters Score -483020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -479661.562500 Penalty: 2697.187012
	Iteration 0F: 3 clusters Score -479661.6 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -480555.718750 Penalty: 2697.187012
	Iteration 1F: 3 clusters Score -480555.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -480737.406250 Penalty: 2697.187012
	Iteration 2F: 3 clusters Score -480737.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -480882.968750 Penalty: 2697.187012
	Iteration 3F: 3 clusters Score -480883 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -481023.312500 Penalty: 2697.187012
	Iteration 4F: 3 clusters Score -481023.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -481164.937500 Penalty: 2697.187012
	Iteration 5Q: 3 clusters Score -481164.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -481329.031250 Penalty: 2697.187012
	Iteration 6Q: 3 clusters Score -481329 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -481493.906250 Penalty: 2697.187012
	Iteration 7Q: 3 clusters Score -481493.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -481641.718750 Penalty: 2697.187012
	Iteration 8Q: 3 clusters Score -481641.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -481744.562500 Penalty: 2697.187012
	Iteration 9Q: 3 clusters Score -481744.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -481827.718750 Penalty: 2697.187012
	Iteration 10Q: 3 clusters Score -481827.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -481891.687500 Penalty: 2697.187012
	Iteration 11Q: 3 clusters Score -481891.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -481938.281250 Penalty: 2697.187012
	Iteration 12Q: 3 clusters Score -481938.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -481969.500000 Penalty: 2697.187012
	Iteration 13Q: 3 clusters Score -481969.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -481995.375000 Penalty: 2697.187012
	Iteration 14Q: 3 clusters Score -481995.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -482009.843750 Penalty: 2697.187012
	Iteration 15Q: 3 clusters Score -482009.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -482022.937500 Penalty: 2697.187012
	Iteration 16Q: 3 clusters Score -482022.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -482035.500000 Penalty: 2697.187012
	Iteration 17Q: 3 clusters Score -482035.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -482044.500000 Penalty: 2697.187012
	Iteration 18Q: 3 clusters Score -482044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -482055.156250 Penalty: 2697.187012
	Iteration 19Q: 3 clusters Score -482055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -482063.906250 Penalty: 2697.187012
	Iteration 20F: 3 clusters Score -482063.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -482071.156250 Penalty: 2697.187012
	Iteration 21Q: 3 clusters Score -482071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -482075.218750 Penalty: 2697.187012
	Iteration 22Q: 3 clusters Score -482075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -482077.500000 Penalty: 2697.187012
	Iteration 23Q: 3 clusters Score -482077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -482081.687500 Penalty: 2697.187012
	Iteration 24Q: 3 clusters Score -482081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -482084.968750 Penalty: 2697.187012
	Iteration 25Q: 3 clusters Score -482085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -482085.656250 Penalty: 2697.187012
	Iteration 26Q: 3 clusters Score -482085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -482087.875000 Penalty: 2697.187012
	Iteration 27Q: 3 clusters Score -482087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -482088.375000 Penalty: 2697.187012
	Iteration 28Q: 3 clusters Score -482088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -482088.218750 Penalty: 2697.187012
	Iteration 29Q: 3 clusters Score -482088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -482089.437500 Penalty: 2697.187012
	Iteration 30Q: 3 clusters Score -482089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -482089.937500 Penalty: 2697.187012
	Iteration 31Q: 3 clusters Score -482089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -482090.156250 Penalty: 2697.187012
	Iteration 32Q: 3 clusters Score -482090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -482090.156250 Penalty: 2697.187012
	Iteration 33F: 3 clusters Score -482090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -157984.250000 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -157984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -156259.140625 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -156259.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156702.250000 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -156702.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156947.390625 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -156947.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -157099.281250 Penalty: 2362.172363
	Iteration 3F: 3 clusters Score -157099.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157231.546875 Penalty: 2362.172363
	Iteration 4F: 3 clusters Score -157231.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157302.390625 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -157302.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157356.875000 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -157356.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157412.078125 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -157412.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157445.171875 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -157445.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157492.484375 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -157492.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157535.734375 Penalty: 2362.172363
	Iteration 10Q: 3 clusters Score -157535.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157586.734375 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -157586.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157643.765625 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -157643.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157692.296875 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -157692.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157717.531250 Penalty: 2362.172363
	Iteration 14Q: 3 clusters Score -157717.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157730.593750 Penalty: 2362.172363
	Iteration 15Q: 3 clusters Score -157730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157741.546875 Penalty: 2362.172363
	Iteration 16Q: 3 clusters Score -157741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -157744.437500 Penalty: 2362.172363
	Iteration 17Q: 3 clusters Score -157744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157746.906250 Penalty: 2362.172363
	Iteration 18Q: 3 clusters Score -157746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157757.140625 Penalty: 2362.172363
	Iteration 19Q: 3 clusters Score -157757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -157783.312500 Penalty: 2362.172363
	Iteration 20F: 3 clusters Score -157783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -157840.968750 Penalty: 2362.172363
	Iteration 21Q: 3 clusters Score -157841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157899.140625 Penalty: 2362.172363
	Iteration 22Q: 3 clusters Score -157899.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -157932.781250 Penalty: 2362.172363
	Iteration 23Q: 3 clusters Score -157932.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157954.375000 Penalty: 2362.172363
	Iteration 24Q: 3 clusters Score -157954.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157961.703125 Penalty: 2362.172363
	Iteration 25Q: 3 clusters Score -157961.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157967.375000 Penalty: 2362.172363
	Iteration 26Q: 3 clusters Score -157967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157968.906250 Penalty: 2362.172363
	Iteration 27Q: 3 clusters Score -157968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157968.906250 Penalty: 2362.172363
	Iteration 28F: 3 clusters Score -157968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -726227.625000 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -726227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -721746.750000 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -721746.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -723152.875000 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -723152.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -723578.625000 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -723578.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -723899.250000 Penalty: 2811.070801
	Iteration 3F: 3 clusters Score -723899.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -724139.812500 Penalty: 2811.070801
	Iteration 4F: 3 clusters Score -724139.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -724342.750000 Penalty: 2811.070801
	Iteration 5F: 3 clusters Score -724342.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -724543.500000 Penalty: 2811.070801
	Iteration 6F: 3 clusters Score -724543.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -724710.687500 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -724710.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -724867.750000 Penalty: 2811.070801
	Iteration 8Q: 3 clusters Score -724867.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -725013.687500 Penalty: 2811.070801
	Iteration 9Q: 3 clusters Score -725013.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -725135.062500 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -725135.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -725256.625000 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -725256.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -725399.125000 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -725399.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -725523.875000 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -725523.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -725630.937500 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -725630.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -725704.875000 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -725704.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -725770.625000 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -725770.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -725820.312500 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -725820.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -725841.250000 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -725841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -725854.250000 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -725854.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -725869.250000 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -725869.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -725888.625000 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -725888.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -725903.750000 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -725903.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -725918.812500 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -725918.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -725927.750000 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -725927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -725935.125000 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -725935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -725942.750000 Penalty: 2811.070801
	Iteration 26Q: 3 clusters Score -725942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -725945.437500 Penalty: 2811.070801
	Iteration 27Q: 3 clusters Score -725945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -725948.062500 Penalty: 2811.070801
	Iteration 28Q: 3 clusters Score -725948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -725953.437500 Penalty: 2811.070801
	Iteration 29Q: 3 clusters Score -725953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -725955.500000 Penalty: 2811.070801
	Iteration 30Q: 3 clusters Score -725955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -725957.000000 Penalty: 2811.070801
	Iteration 31Q: 3 clusters Score -725957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -725958.812500 Penalty: 2811.070801
	Iteration 32Q: 3 clusters Score -725958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -725958.812500 Penalty: 2811.070801
	Iteration 33F: 3 clusters Score -725958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -803028.875000 Penalty: 1424.437744
	Iteration 0F: 2 clusters Score -803028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -798180.000000 Penalty: 2848.875488
	Iteration 0F: 3 clusters Score -798180 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -799568.125000 Penalty: 2848.875488
	Iteration 1F: 3 clusters Score -799568.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -799781.625000 Penalty: 2848.875488
	Iteration 2F: 3 clusters Score -799781.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -799976.187500 Penalty: 2848.875488
	Iteration 3F: 3 clusters Score -799976.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -800159.312500 Penalty: 2848.875488
	Iteration 4Q: 3 clusters Score -800159.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -800354.750000 Penalty: 2848.875488
	Iteration 5Q: 3 clusters Score -800354.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -800623.375000 Penalty: 2848.875488
	Iteration 6F: 3 clusters Score -800623.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -800877.375000 Penalty: 2848.875488
	Iteration 7F: 3 clusters Score -800877.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -801120.812500 Penalty: 2848.875488
	Iteration 8Q: 3 clusters Score -801120.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -801319.687500 Penalty: 2848.875488
	Iteration 9Q: 3 clusters Score -801319.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -801456.250000 Penalty: 2848.875488
	Iteration 10Q: 3 clusters Score -801456.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -801549.562500 Penalty: 2848.875488
	Iteration 11Q: 3 clusters Score -801549.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -801618.812500 Penalty: 2848.875488
	Iteration 12Q: 3 clusters Score -801618.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -801661.062500 Penalty: 2848.875488
	Iteration 13Q: 3 clusters Score -801661.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -801689.062500 Penalty: 2848.875488
	Iteration 14Q: 3 clusters Score -801689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -801710.500000 Penalty: 2848.875488
	Iteration 15Q: 3 clusters Score -801710.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -801726.062500 Penalty: 2848.875488
	Iteration 16Q: 3 clusters Score -801726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -801739.250000 Penalty: 2848.875488
	Iteration 17Q: 3 clusters Score -801739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -801749.500000 Penalty: 2848.875488
	Iteration 18Q: 3 clusters Score -801749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -801756.750000 Penalty: 2848.875488
	Iteration 19Q: 3 clusters Score -801756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -801760.000000 Penalty: 2848.875488
	Iteration 20F: 3 clusters Score -801760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -801764.375000 Penalty: 2848.875488
	Iteration 21Q: 3 clusters Score -801764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -801768.750000 Penalty: 2848.875488
	Iteration 22Q: 3 clusters Score -801768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -801773.000000 Penalty: 2848.875488
	Iteration 23Q: 3 clusters Score -801773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -801777.687500 Penalty: 2848.875488
	Iteration 24Q: 3 clusters Score -801777.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -801779.500000 Penalty: 2848.875488
	Iteration 25Q: 3 clusters Score -801779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -801781.125000 Penalty: 2848.875488
	Iteration 26Q: 3 clusters Score -801781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -801784.375000 Penalty: 2848.875488
	Iteration 27Q: 3 clusters Score -801784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -801784.375000 Penalty: 2848.875488
	Iteration 28F: 3 clusters Score -801784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Entering Unmasked Estep 
Score: -10667042.000000 Penalty: 1835.682617
	Iteration 0F: 2 clusters Score -1.066704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -10616902.000000 Penalty: 3671.365234
	Iteration 0F: 3 clusters Score -1.06169e+07 nChanged 38104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -10638429.000000 Penalty: 3671.365234
	Iteration 1F: 3 clusters Score -1.063843e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -10638975.000000 Penalty: 3671.365234
	Iteration 2Q: 3 clusters Score -1.063898e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -10639703.000000 Penalty: 3671.365234
	Iteration 3Q: 3 clusters Score -1.06397e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -10640713.000000 Penalty: 3671.365234
	Iteration 4Q: 3 clusters Score -1.064071e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -10642295.000000 Penalty: 3671.365234
	Iteration 5Q: 3 clusters Score -1.06423e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -10644659.000000 Penalty: 3671.365234
	Iteration 6Q: 3 clusters Score -1.064466e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -10648630.000000 Penalty: 3671.365234
	Iteration 7F: 3 clusters Score -1.064863e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -10653826.000000 Penalty: 3671.365234
	Iteration 8F: 3 clusters Score -1.065383e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -10658711.000000 Penalty: 3671.365234
	Iteration 9F: 3 clusters Score -1.065871e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -10661632.000000 Penalty: 3671.365234
	Iteration 10F: 3 clusters Score -1.066163e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -10663134.000000 Penalty: 3671.365234
	Iteration 11Q: 3 clusters Score -1.066313e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -10664068.000000 Penalty: 3671.365234
	Iteration 12Q: 3 clusters Score -1.066407e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -10664860.000000 Penalty: 3671.365234
	Iteration 13Q: 3 clusters Score -1.066486e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -10665597.000000 Penalty: 3671.365234
	Iteration 14Q: 3 clusters Score -1.06656e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -10666162.000000 Penalty: 3671.365234
	Iteration 15Q: 3 clusters Score -1.066616e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -10666608.000000 Penalty: 3671.365234
	Iteration 16Q: 3 clusters Score -1.066661e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -10667016.000000 Penalty: 3671.365234
	Iteration 17Q: 3 clusters Score -1.066702e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -10667271.000000 Penalty: 3671.365234
	Iteration 18Q: 3 clusters Score -1.066727e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -10667407.000000 Penalty: 3671.365234
	Iteration 19Q: 3 clusters Score -1.066741e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -10667550.000000 Penalty: 3671.365234
	Iteration 20F: 3 clusters Score -1.066755e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -10667616.000000 Penalty: 3671.365234
	Iteration 21Q: 3 clusters Score -1.066762e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -10667640.000000 Penalty: 3671.365234
	Iteration 22Q: 3 clusters Score -1.066764e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -10667716.000000 Penalty: 3671.365234
	Iteration 23Q: 3 clusters Score -1.066772e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -10667666.000000 Penalty: 3671.365234
	Iteration 24Q: 3 clusters Score -1.066767e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -10667647.000000 Penalty: 3671.365234
	Iteration 25Q: 3 clusters Score -1.066765e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -10667674.000000 Penalty: 3671.365234
	Iteration 26Q: 3 clusters Score -1.066767e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -10667642.000000 Penalty: 3671.365234
	Iteration 27Q: 3 clusters Score -1.066764e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -10667668.000000 Penalty: 3671.365234
	Iteration 28Q: 3 clusters Score -1.066767e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -10667726.000000 Penalty: 3671.365234
	Iteration 29Q: 3 clusters Score -1.066773e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -10667724.000000 Penalty: 3671.365234
	Iteration 30Q: 3 clusters Score -1.066772e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -10667734.000000 Penalty: 3671.365234
	Iteration 31Q: 3 clusters Score -1.066773e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -10667780.000000 Penalty: 3671.365234
	Iteration 32Q: 3 clusters Score -1.066778e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -10667770.000000 Penalty: 3671.365234
	Iteration 33Q: 3 clusters Score -1.066777e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -10667776.000000 Penalty: 3671.365234
	Iteration 34Q: 3 clusters Score -1.066778e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -10667795.000000 Penalty: 3671.365234
	Iteration 35Q: 3 clusters Score -1.06678e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -10667790.000000 Penalty: 3671.365234
	Iteration 36Q: 3 clusters Score -1.066779e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -10667820.000000 Penalty: 3671.365234
	Iteration 37Q: 3 clusters Score -1.066782e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -10667802.000000 Penalty: 3671.365234
	Iteration 38Q: 3 clusters Score -1.06678e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -10667769.000000 Penalty: 3671.365234
	Iteration 39Q: 3 clusters Score -1.066777e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -10667787.000000 Penalty: 3671.365234
	Iteration 40F: 3 clusters Score -1.066779e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -10667830.000000 Penalty: 3671.365234
	Iteration 41Q: 3 clusters Score -1.066783e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -10667886.000000 Penalty: 3671.365234
	Iteration 42Q: 3 clusters Score -1.066789e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -10667883.000000 Penalty: 3671.365234
	Iteration 43Q: 3 clusters Score -1.066788e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -10667870.000000 Penalty: 3671.365234
	Iteration 44Q: 3 clusters Score -1.066787e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -10667888.000000 Penalty: 3671.365234
	Iteration 45Q: 3 clusters Score -1.066789e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -10667858.000000 Penalty: 3671.365234
	Iteration 46Q: 3 clusters Score -1.066786e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -10667782.000000 Penalty: 3671.365234
	Iteration 47Q: 3 clusters Score -1.066778e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -10667734.000000 Penalty: 3671.365234
	Iteration 48Q: 3 clusters Score -1.066773e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -10667733.000000 Penalty: 3671.365234
	Iteration 49Q: 3 clusters Score -1.066773e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -10667769.000000 Penalty: 3671.365234
	Iteration 50Q: 3 clusters Score -1.066777e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -10667856.000000 Penalty: 3671.365234
	Iteration 51Q: 3 clusters Score -1.066786e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -10667907.000000 Penalty: 3671.365234
	Iteration 52Q: 3 clusters Score -1.066791e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -10667893.000000 Penalty: 3671.365234
	Iteration 53Q: 3 clusters Score -1.066789e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -10667868.000000 Penalty: 3671.365234
	Iteration 54Q: 3 clusters Score -1.066787e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -10667867.000000 Penalty: 3671.365234
	Iteration 55Q: 3 clusters Score -1.066787e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -10667826.000000 Penalty: 3671.365234
	Iteration 56Q: 3 clusters Score -1.066783e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -10667834.000000 Penalty: 3671.365234
	Iteration 57Q: 3 clusters Score -1.066783e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -10667849.000000 Penalty: 3671.365234
	Iteration 58Q: 3 clusters Score -1.066785e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -10667854.000000 Penalty: 3671.365234
	Iteration 59Q: 3 clusters Score -1.066785e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -10667855.000000 Penalty: 3671.365234
	Iteration 60F: 3 clusters Score -1.066786e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -10667806.000000 Penalty: 3671.365234
	Iteration 61Q: 3 clusters Score -1.066781e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -10667818.000000 Penalty: 3671.365234
	Iteration 62Q: 3 clusters Score -1.066782e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -10667840.000000 Penalty: 3671.365234
	Iteration 63Q: 3 clusters Score -1.066784e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -10667773.000000 Penalty: 3671.365234
	Iteration 64Q: 3 clusters Score -1.066777e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -10667754.000000 Penalty: 3671.365234
	Iteration 65Q: 3 clusters Score -1.066775e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -10667772.000000 Penalty: 3671.365234
	Iteration 66Q: 3 clusters Score -1.066777e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -10667733.000000 Penalty: 3671.365234
	Iteration 67Q: 3 clusters Score -1.066773e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -10667711.000000 Penalty: 3671.365234
	Iteration 68Q: 3 clusters Score -1.066771e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -10667689.000000 Penalty: 3671.365234
	Iteration 69Q: 3 clusters Score -1.066769e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -10667676.000000 Penalty: 3671.365234
	Iteration 70Q: 3 clusters Score -1.066768e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -10667656.000000 Penalty: 3671.365234
	Iteration 71Q: 3 clusters Score -1.066766e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -10667622.000000 Penalty: 3671.365234
	Iteration 72Q: 3 clusters Score -1.066762e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -10667618.000000 Penalty: 3671.365234
	Iteration 73Q: 3 clusters Score -1.066762e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -10667632.000000 Penalty: 3671.365234
	Iteration 74Q: 3 clusters Score -1.066763e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -10667567.000000 Penalty: 3671.365234
	Iteration 75Q: 3 clusters Score -1.066757e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -10667535.000000 Penalty: 3671.365234
	Iteration 76Q: 3 clusters Score -1.066754e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -10667498.000000 Penalty: 3671.365234
	Iteration 77Q: 3 clusters Score -1.06675e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -10667473.000000 Penalty: 3671.365234
	Iteration 78Q: 3 clusters Score -1.066747e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -10667462.000000 Penalty: 3671.365234
	Iteration 79Q: 3 clusters Score -1.066746e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -10667425.000000 Penalty: 3671.365234
	Iteration 80F: 3 clusters Score -1.066742e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -10667403.000000 Penalty: 3671.365234
	Iteration 81Q: 3 clusters Score -1.06674e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -10667351.000000 Penalty: 3671.365234
	Iteration 82Q: 3 clusters Score -1.066735e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -10667318.000000 Penalty: 3671.365234
	Iteration 83Q: 3 clusters Score -1.066732e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -10667304.000000 Penalty: 3671.365234
	Iteration 84Q: 3 clusters Score -1.06673e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -10667323.000000 Penalty: 3671.365234
	Iteration 85Q: 3 clusters Score -1.066732e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -10667315.000000 Penalty: 3671.365234
	Iteration 86Q: 3 clusters Score -1.066732e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -10667298.000000 Penalty: 3671.365234
	Iteration 87Q: 3 clusters Score -1.06673e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -10667299.000000 Penalty: 3671.365234
	Iteration 88Q: 3 clusters Score -1.06673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -10667284.000000 Penalty: 3671.365234
	Iteration 89Q: 3 clusters Score -1.066728e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -10667290.000000 Penalty: 3671.365234
	Iteration 90Q: 3 clusters Score -1.066729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -10667301.000000 Penalty: 3671.365234
	Iteration 91Q: 3 clusters Score -1.06673e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -10667295.000000 Penalty: 3671.365234
	Iteration 92Q: 3 clusters Score -1.06673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -10667290.000000 Penalty: 3671.365234
	Iteration 93Q: 3 clusters Score -1.066729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -10667291.000000 Penalty: 3671.365234
	Iteration 94Q: 3 clusters Score -1.066729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -10667289.000000 Penalty: 3671.365234
	Iteration 95Q: 3 clusters Score -1.066729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -10667277.000000 Penalty: 3671.365234
	Iteration 96Q: 3 clusters Score -1.066728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -10667270.000000 Penalty: 3671.365234
	Iteration 97Q: 3 clusters Score -1.066727e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -10667254.000000 Penalty: 3671.365234
	Iteration 98Q: 3 clusters Score -1.066725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -10667255.000000 Penalty: 3671.365234
	Iteration 99Q: 3 clusters Score -1.066726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -10667252.000000 Penalty: 3671.365234
	Iteration 100F: 3 clusters Score -1.066725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -10667241.000000 Penalty: 3671.365234
	Iteration 101Q: 3 clusters Score -1.066724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -10667236.000000 Penalty: 3671.365234
	Iteration 102Q: 3 clusters Score -1.066724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -10667234.000000 Penalty: 3671.365234
	Iteration 103Q: 3 clusters Score -1.066723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -10667251.000000 Penalty: 3671.365234
	Iteration 104Q: 3 clusters Score -1.066725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10667242.000000 Penalty: 3671.365234
	Iteration 105Q: 3 clusters Score -1.066724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -10667231.000000 Penalty: 3671.365234
	Iteration 106Q: 3 clusters Score -1.066723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -10667232.000000 Penalty: 3671.365234
	Iteration 107Q: 3 clusters Score -1.066723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -10667232.000000 Penalty: 3671.365234
	Iteration 108F: 3 clusters Score -1.066723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 70122 members 
Mstep: Class 5 contains 66088 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 71777 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1707 members 
Mstep: Class 12 contains 21864 members 
Mstep: Class 13 contains 6312 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15486 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 36735 members 
Mstep: Class 18 contains 71326 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 65135 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17186 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18415 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 18221 members 
Mstep: Class 31 contains 43147 members 
Mstep: Class 32 contains 27607 members 
Mstep: Class 33 contains 4370 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47037 members 
Mstep: Class 36 contains 79686 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 78770 members 
Mstep: Class 39 contains 42837 members 
Mstep: Class 40 contains 15405 members 
Entering Unmasked Estep 
Score: -127789464.000000 Penalty: 89804.523438
Splitting cluster 23 changes total score from -127789024.000000 to -127789464.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6884.273438 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6884.273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6957.328613 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -6957.329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6987.982910 Penalty: 1493.413940
	Iteration 2F: 3 clusters Score -6987.983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7069.787598 Penalty: 1493.413940
	Iteration 3Q: 3 clusters Score -7069.788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7069.787598 Penalty: 1493.413940
	Iteration 4F: 3 clusters Score -7069.788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -339023.843750 Penalty: 1284.094116
	Iteration 0F: 2 clusters Score -339023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -336513.562500 Penalty: 2568.188232
	Iteration 0F: 3 clusters Score -336513.6 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -337166.250000 Penalty: 2568.188232
	Iteration 1F: 3 clusters Score -337166.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337338.093750 Penalty: 2568.188232
	Iteration 2F: 3 clusters Score -337338.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -337446.062500 Penalty: 2568.188232
	Iteration 3F: 3 clusters Score -337446.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -337543.812500 Penalty: 2568.188232
	Iteration 4Q: 3 clusters Score -337543.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -337611.750000 Penalty: 2568.188232
	Iteration 5Q: 3 clusters Score -337611.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -337667.968750 Penalty: 2568.188232
	Iteration 6Q: 3 clusters Score -337668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -337723.531250 Penalty: 2568.188232
	Iteration 7Q: 3 clusters Score -337723.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -337784.156250 Penalty: 2568.188232
	Iteration 8Q: 3 clusters Score -337784.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -337819.781250 Penalty: 2568.188232
	Iteration 9Q: 3 clusters Score -337819.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -337853.281250 Penalty: 2568.188232
	Iteration 10Q: 3 clusters Score -337853.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -337889.812500 Penalty: 2568.188232
	Iteration 11Q: 3 clusters Score -337889.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -337917.687500 Penalty: 2568.188232
	Iteration 12Q: 3 clusters Score -337917.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -337932.500000 Penalty: 2568.188232
	Iteration 13Q: 3 clusters Score -337932.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -337957.906250 Penalty: 2568.188232
	Iteration 14Q: 3 clusters Score -337957.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -337983.531250 Penalty: 2568.188232
	Iteration 15Q: 3 clusters Score -337983.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -338007.625000 Penalty: 2568.188232
	Iteration 16Q: 3 clusters Score -338007.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -338026.968750 Penalty: 2568.188232
	Iteration 17Q: 3 clusters Score -338027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -338047.843750 Penalty: 2568.188232
	Iteration 18Q: 3 clusters Score -338047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -338059.437500 Penalty: 2568.188232
	Iteration 19Q: 3 clusters Score -338059.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -338068.156250 Penalty: 2568.188232
	Iteration 20F: 3 clusters Score -338068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -338072.968750 Penalty: 2568.188232
	Iteration 21Q: 3 clusters Score -338073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -338076.562500 Penalty: 2568.188232
	Iteration 22Q: 3 clusters Score -338076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -338079.656250 Penalty: 2568.188232
	Iteration 23Q: 3 clusters Score -338079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -338082.843750 Penalty: 2568.188232
	Iteration 24Q: 3 clusters Score -338082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -338082.875000 Penalty: 2568.188232
	Iteration 25Q: 3 clusters Score -338082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -338083.500000 Penalty: 2568.188232
	Iteration 26Q: 3 clusters Score -338083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -338083.500000 Penalty: 2568.188232
	Iteration 27F: 3 clusters Score -338083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -2192893.000000 Penalty: 1584.675659
	Iteration 0F: 2 clusters Score -2192893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2181077.500000 Penalty: 3169.351318
	Iteration 0F: 3 clusters Score -2181078 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2185250.500000 Penalty: 3169.351318
	Iteration 1F: 3 clusters Score -2185250 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2185643.500000 Penalty: 3169.351318
	Iteration 2F: 3 clusters Score -2185644 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2186063.750000 Penalty: 3169.351318
	Iteration 3F: 3 clusters Score -2186064 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2186552.250000 Penalty: 3169.351318
	Iteration 4F: 3 clusters Score -2186552 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2187199.000000 Penalty: 3169.351318
	Iteration 5F: 3 clusters Score -2187199 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2188055.000000 Penalty: 3169.351318
	Iteration 6F: 3 clusters Score -2188055 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2188936.000000 Penalty: 3169.351318
	Iteration 7F: 3 clusters Score -2188936 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2189714.750000 Penalty: 3169.351318
	Iteration 8F: 3 clusters Score -2189715 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2190346.750000 Penalty: 3169.351318
	Iteration 9Q: 3 clusters Score -2190347 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2190782.500000 Penalty: 3169.351318
	Iteration 10Q: 3 clusters Score -2190782 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2191057.500000 Penalty: 3169.351318
	Iteration 11Q: 3 clusters Score -2191058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2191223.500000 Penalty: 3169.351318
	Iteration 12Q: 3 clusters Score -2191224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2191337.750000 Penalty: 3169.351318
	Iteration 13Q: 3 clusters Score -2191338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2191396.000000 Penalty: 3169.351318
	Iteration 14Q: 3 clusters Score -2191396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2191430.000000 Penalty: 3169.351318
	Iteration 15Q: 3 clusters Score -2191430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2191462.750000 Penalty: 3169.351318
	Iteration 16Q: 3 clusters Score -2191463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2191487.250000 Penalty: 3169.351318
	Iteration 17Q: 3 clusters Score -2191487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2191502.000000 Penalty: 3169.351318
	Iteration 18Q: 3 clusters Score -2191502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2191509.750000 Penalty: 3169.351318
	Iteration 19Q: 3 clusters Score -2191510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2191511.750000 Penalty: 3169.351318
	Iteration 20F: 3 clusters Score -2191512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2191516.000000 Penalty: 3169.351318
	Iteration 21Q: 3 clusters Score -2191516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2191519.000000 Penalty: 3169.351318
	Iteration 22Q: 3 clusters Score -2191519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2191518.750000 Penalty: 3169.351318
	Iteration 23Q: 3 clusters Score -2191519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2191521.500000 Penalty: 3169.351318
	Iteration 24Q: 3 clusters Score -2191522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2191521.500000 Penalty: 3169.351318
	Iteration 25F: 3 clusters Score -2191522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -37785.175781 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -37785.18 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 189 members 
Entering Unmasked Estep 
Score: -36913.656250 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -36913.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37024.355469 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -37024.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37049.050781 Penalty: 1911.173340
	Iteration 2Q: 3 clusters Score -37049.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37062.183594 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -37062.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37067.835938 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -37067.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37069.378906 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -37069.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37070.242188 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -37070.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37073.074219 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -37073.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37075.148438 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -37075.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37076.679688 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -37076.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37078.332031 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -37078.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37078.332031 Penalty: 1911.173340
	Iteration 11F: 3 clusters Score -37078.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Entering Unmasked Estep 
Score: -2374914.250000 Penalty: 1595.899658
	Iteration 0F: 2 clusters Score -2374914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2362360.500000 Penalty: 3191.799316
	Iteration 0F: 3 clusters Score -2362360 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2366819.250000 Penalty: 3191.799316
	Iteration 1F: 3 clusters Score -2366819 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2367114.000000 Penalty: 3191.799316
	Iteration 2Q: 3 clusters Score -2367114 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2367363.500000 Penalty: 3191.799316
	Iteration 3Q: 3 clusters Score -2367364 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2367618.500000 Penalty: 3191.799316
	Iteration 4Q: 3 clusters Score -2367618 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2367854.000000 Penalty: 3191.799316
	Iteration 5Q: 3 clusters Score -2367854 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2368139.000000 Penalty: 3191.799316
	Iteration 6Q: 3 clusters Score -2368139 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2368442.750000 Penalty: 3191.799316
	Iteration 7Q: 3 clusters Score -2368443 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2368820.250000 Penalty: 3191.799316
	Iteration 8Q: 3 clusters Score -2368820 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2369304.250000 Penalty: 3191.799316
	Iteration 9Q: 3 clusters Score -2369304 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2369838.750000 Penalty: 3191.799316
	Iteration 10Q: 3 clusters Score -2369839 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2370321.500000 Penalty: 3191.799316
	Iteration 11Q: 3 clusters Score -2370322 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2370632.000000 Penalty: 3191.799316
	Iteration 12Q: 3 clusters Score -2370632 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2370805.500000 Penalty: 3191.799316
	Iteration 13Q: 3 clusters Score -2370806 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2370906.750000 Penalty: 3191.799316
	Iteration 14Q: 3 clusters Score -2370907 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2370969.750000 Penalty: 3191.799316
	Iteration 15Q: 3 clusters Score -2370970 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2371020.750000 Penalty: 3191.799316
	Iteration 16Q: 3 clusters Score -2371021 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2371058.500000 Penalty: 3191.799316
	Iteration 17Q: 3 clusters Score -2371058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2371104.000000 Penalty: 3191.799316
	Iteration 18Q: 3 clusters Score -2371104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2371140.000000 Penalty: 3191.799316
	Iteration 19Q: 3 clusters Score -2371140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2371196.000000 Penalty: 3191.799316
	Iteration 20F: 3 clusters Score -2371196 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2371245.500000 Penalty: 3191.799316
	Iteration 21Q: 3 clusters Score -2371246 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2371287.250000 Penalty: 3191.799316
	Iteration 22Q: 3 clusters Score -2371287 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2371352.500000 Penalty: 3191.799316
	Iteration 23Q: 3 clusters Score -2371352 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2371406.500000 Penalty: 3191.799316
	Iteration 24Q: 3 clusters Score -2371406 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2371463.250000 Penalty: 3191.799316
	Iteration 25Q: 3 clusters Score -2371463 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2371572.500000 Penalty: 3191.799316
	Iteration 26Q: 3 clusters Score -2371572 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2371688.500000 Penalty: 3191.799316
	Iteration 27Q: 3 clusters Score -2371688 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2371851.000000 Penalty: 3191.799316
	Iteration 28Q: 3 clusters Score -2371851 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2372032.250000 Penalty: 3191.799316
	Iteration 29Q: 3 clusters Score -2372032 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2372205.250000 Penalty: 3191.799316
	Iteration 30Q: 3 clusters Score -2372205 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2372408.750000 Penalty: 3191.799316
	Iteration 31Q: 3 clusters Score -2372409 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2372657.250000 Penalty: 3191.799316
	Iteration 32Q: 3 clusters Score -2372657 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2372873.000000 Penalty: 3191.799316
	Iteration 33Q: 3 clusters Score -2372873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2373026.250000 Penalty: 3191.799316
	Iteration 34Q: 3 clusters Score -2373026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2373154.750000 Penalty: 3191.799316
	Iteration 35Q: 3 clusters Score -2373155 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2373252.500000 Penalty: 3191.799316
	Iteration 36Q: 3 clusters Score -2373252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2373328.750000 Penalty: 3191.799316
	Iteration 37Q: 3 clusters Score -2373329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2373360.000000 Penalty: 3191.799316
	Iteration 38Q: 3 clusters Score -2373360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2373390.250000 Penalty: 3191.799316
	Iteration 39Q: 3 clusters Score -2373390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2373421.750000 Penalty: 3191.799316
	Iteration 40F: 3 clusters Score -2373422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2373429.250000 Penalty: 3191.799316
	Iteration 41Q: 3 clusters Score -2373429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2373450.000000 Penalty: 3191.799316
	Iteration 42Q: 3 clusters Score -2373450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2373460.500000 Penalty: 3191.799316
	Iteration 43Q: 3 clusters Score -2373460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2373469.750000 Penalty: 3191.799316
	Iteration 44Q: 3 clusters Score -2373470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2373481.250000 Penalty: 3191.799316
	Iteration 45Q: 3 clusters Score -2373481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2373485.750000 Penalty: 3191.799316
	Iteration 46Q: 3 clusters Score -2373486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2373493.000000 Penalty: 3191.799316
	Iteration 47Q: 3 clusters Score -2373493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2373490.250000 Penalty: 3191.799316
	Iteration 48Q: 3 clusters Score -2373490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2373502.250000 Penalty: 3191.799316
	Iteration 49Q: 3 clusters Score -2373502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2373502.500000 Penalty: 3191.799316
	Iteration 50Q: 3 clusters Score -2373502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2373509.750000 Penalty: 3191.799316
	Iteration 51Q: 3 clusters Score -2373510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2373518.250000 Penalty: 3191.799316
	Iteration 52Q: 3 clusters Score -2373518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2373516.000000 Penalty: 3191.799316
	Iteration 53Q: 3 clusters Score -2373516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2373518.750000 Penalty: 3191.799316
	Iteration 54Q: 3 clusters Score -2373519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2373523.500000 Penalty: 3191.799316
	Iteration 55Q: 3 clusters Score -2373524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2373530.750000 Penalty: 3191.799316
	Iteration 56Q: 3 clusters Score -2373531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2373534.750000 Penalty: 3191.799316
	Iteration 57Q: 3 clusters Score -2373535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2373536.750000 Penalty: 3191.799316
	Iteration 58Q: 3 clusters Score -2373537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2373535.750000 Penalty: 3191.799316
	Iteration 59Q: 3 clusters Score -2373536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2373539.500000 Penalty: 3191.799316
	Iteration 60F: 3 clusters Score -2373540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2373543.750000 Penalty: 3191.799316
	Iteration 61Q: 3 clusters Score -2373544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2373542.000000 Penalty: 3191.799316
	Iteration 62Q: 3 clusters Score -2373542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2373543.250000 Penalty: 3191.799316
	Iteration 63Q: 3 clusters Score -2373543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2373545.000000 Penalty: 3191.799316
	Iteration 64Q: 3 clusters Score -2373545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2373546.250000 Penalty: 3191.799316
	Iteration 65Q: 3 clusters Score -2373546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2373547.000000 Penalty: 3191.799316
	Iteration 66Q: 3 clusters Score -2373547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2373546.000000 Penalty: 3191.799316
	Iteration 67Q: 3 clusters Score -2373546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2373547.500000 Penalty: 3191.799316
	Iteration 68Q: 3 clusters Score -2373548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2373549.750000 Penalty: 3191.799316
	Iteration 69Q: 3 clusters Score -2373550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2373549.250000 Penalty: 3191.799316
	Iteration 70Q: 3 clusters Score -2373549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2373551.750000 Penalty: 3191.799316
	Iteration 71Q: 3 clusters Score -2373552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2373552.500000 Penalty: 3191.799316
	Iteration 72Q: 3 clusters Score -2373552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2373551.250000 Penalty: 3191.799316
	Iteration 73Q: 3 clusters Score -2373551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2373551.250000 Penalty: 3191.799316
	Iteration 74F: 3 clusters Score -2373551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -684712.687500 Penalty: 1395.614502
	Iteration 0F: 2 clusters Score -684712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -680435.937500 Penalty: 2791.229004
	Iteration 0F: 3 clusters Score -680435.9 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -681655.062500 Penalty: 2791.229004
	Iteration 1F: 3 clusters Score -681655.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -681831.062500 Penalty: 2791.229004
	Iteration 2F: 3 clusters Score -681831.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -681945.875000 Penalty: 2791.229004
	Iteration 3F: 3 clusters Score -681945.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -682029.125000 Penalty: 2791.229004
	Iteration 4Q: 3 clusters Score -682029.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -682095.937500 Penalty: 2791.229004
	Iteration 5Q: 3 clusters Score -682095.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -682157.375000 Penalty: 2791.229004
	Iteration 6Q: 3 clusters Score -682157.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -682192.875000 Penalty: 2791.229004
	Iteration 7Q: 3 clusters Score -682192.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -682226.687500 Penalty: 2791.229004
	Iteration 8Q: 3 clusters Score -682226.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -682254.125000 Penalty: 2791.229004
	Iteration 9Q: 3 clusters Score -682254.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -682279.750000 Penalty: 2791.229004
	Iteration 10Q: 3 clusters Score -682279.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -682313.562500 Penalty: 2791.229004
	Iteration 11Q: 3 clusters Score -682313.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -682349.562500 Penalty: 2791.229004
	Iteration 12Q: 3 clusters Score -682349.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -682378.562500 Penalty: 2791.229004
	Iteration 13Q: 3 clusters Score -682378.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -682411.562500 Penalty: 2791.229004
	Iteration 14Q: 3 clusters Score -682411.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -682445.062500 Penalty: 2791.229004
	Iteration 15Q: 3 clusters Score -682445.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -682485.375000 Penalty: 2791.229004
	Iteration 16Q: 3 clusters Score -682485.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -682532.125000 Penalty: 2791.229004
	Iteration 17Q: 3 clusters Score -682532.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -682588.625000 Penalty: 2791.229004
	Iteration 18Q: 3 clusters Score -682588.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -682657.500000 Penalty: 2791.229004
	Iteration 19Q: 3 clusters Score -682657.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -682727.000000 Penalty: 2791.229004
	Iteration 20F: 3 clusters Score -682727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -682817.312500 Penalty: 2791.229004
	Iteration 21Q: 3 clusters Score -682817.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -682921.437500 Penalty: 2791.229004
	Iteration 22Q: 3 clusters Score -682921.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -683013.500000 Penalty: 2791.229004
	Iteration 23Q: 3 clusters Score -683013.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -683107.500000 Penalty: 2791.229004
	Iteration 24Q: 3 clusters Score -683107.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -683210.187500 Penalty: 2791.229004
	Iteration 25Q: 3 clusters Score -683210.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -683294.750000 Penalty: 2791.229004
	Iteration 26Q: 3 clusters Score -683294.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -683352.437500 Penalty: 2791.229004
	Iteration 27Q: 3 clusters Score -683352.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -683395.500000 Penalty: 2791.229004
	Iteration 28Q: 3 clusters Score -683395.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -683430.687500 Penalty: 2791.229004
	Iteration 29Q: 3 clusters Score -683430.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -683450.687500 Penalty: 2791.229004
	Iteration 30Q: 3 clusters Score -683450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -683466.750000 Penalty: 2791.229004
	Iteration 31Q: 3 clusters Score -683466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -683472.875000 Penalty: 2791.229004
	Iteration 32Q: 3 clusters Score -683472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -683478.750000 Penalty: 2791.229004
	Iteration 33Q: 3 clusters Score -683478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -683486.375000 Penalty: 2791.229004
	Iteration 34Q: 3 clusters Score -683486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -683488.062500 Penalty: 2791.229004
	Iteration 35Q: 3 clusters Score -683488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -683492.812500 Penalty: 2791.229004
	Iteration 36Q: 3 clusters Score -683492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -683497.250000 Penalty: 2791.229004
	Iteration 37Q: 3 clusters Score -683497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -683499.812500 Penalty: 2791.229004
	Iteration 38Q: 3 clusters Score -683499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -683502.375000 Penalty: 2791.229004
	Iteration 39Q: 3 clusters Score -683502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -683506.750000 Penalty: 2791.229004
	Iteration 40F: 3 clusters Score -683506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -683507.937500 Penalty: 2791.229004
	Iteration 41Q: 3 clusters Score -683507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -683508.312500 Penalty: 2791.229004
	Iteration 42Q: 3 clusters Score -683508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -683509.500000 Penalty: 2791.229004
	Iteration 43Q: 3 clusters Score -683509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -683509.500000 Penalty: 2791.229004
	Iteration 44F: 3 clusters Score -683509.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Entering Unmasked Estep 
Score: -2268133.250000 Penalty: 1594.178711
	Iteration 0F: 2 clusters Score -2268133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2255686.750000 Penalty: 3188.357422
	Iteration 0F: 3 clusters Score -2255687 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2260129.500000 Penalty: 3188.357422
	Iteration 1F: 3 clusters Score -2260130 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2260527.000000 Penalty: 3188.357422
	Iteration 2F: 3 clusters Score -2260527 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2260933.500000 Penalty: 3188.357422
	Iteration 3F: 3 clusters Score -2260934 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2261312.000000 Penalty: 3188.357422
	Iteration 4Q: 3 clusters Score -2261312 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2261658.500000 Penalty: 3188.357422
	Iteration 5Q: 3 clusters Score -2261658 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2262034.750000 Penalty: 3188.357422
	Iteration 6Q: 3 clusters Score -2262035 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2262518.500000 Penalty: 3188.357422
	Iteration 7Q: 3 clusters Score -2262518 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2263127.250000 Penalty: 3188.357422
	Iteration 8F: 3 clusters Score -2263127 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2263847.000000 Penalty: 3188.357422
	Iteration 9F: 3 clusters Score -2263847 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2264529.000000 Penalty: 3188.357422
	Iteration 10Q: 3 clusters Score -2264529 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2265112.750000 Penalty: 3188.357422
	Iteration 11Q: 3 clusters Score -2265113 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2265592.000000 Penalty: 3188.357422
	Iteration 12Q: 3 clusters Score -2265592 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2265988.500000 Penalty: 3188.357422
	Iteration 13Q: 3 clusters Score -2265988 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2266275.500000 Penalty: 3188.357422
	Iteration 14Q: 3 clusters Score -2266276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2266468.000000 Penalty: 3188.357422
	Iteration 15Q: 3 clusters Score -2266468 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2266570.750000 Penalty: 3188.357422
	Iteration 16Q: 3 clusters Score -2266571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2266640.750000 Penalty: 3188.357422
	Iteration 17Q: 3 clusters Score -2266641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2266684.750000 Penalty: 3188.357422
	Iteration 18Q: 3 clusters Score -2266685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2266714.250000 Penalty: 3188.357422
	Iteration 19Q: 3 clusters Score -2266714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2266728.750000 Penalty: 3188.357422
	Iteration 20F: 3 clusters Score -2266729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2266742.750000 Penalty: 3188.357422
	Iteration 21Q: 3 clusters Score -2266743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2266759.250000 Penalty: 3188.357422
	Iteration 22Q: 3 clusters Score -2266759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2266766.250000 Penalty: 3188.357422
	Iteration 23Q: 3 clusters Score -2266766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2266771.500000 Penalty: 3188.357422
	Iteration 24Q: 3 clusters Score -2266772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2266780.500000 Penalty: 3188.357422
	Iteration 25Q: 3 clusters Score -2266780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2266791.750000 Penalty: 3188.357422
	Iteration 26Q: 3 clusters Score -2266792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2266798.000000 Penalty: 3188.357422
	Iteration 27Q: 3 clusters Score -2266798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2266805.000000 Penalty: 3188.357422
	Iteration 28Q: 3 clusters Score -2266805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2266810.500000 Penalty: 3188.357422
	Iteration 29Q: 3 clusters Score -2266810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2266811.000000 Penalty: 3188.357422
	Iteration 30Q: 3 clusters Score -2266811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2266812.000000 Penalty: 3188.357422
	Iteration 31Q: 3 clusters Score -2266812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2266812.000000 Penalty: 3188.357422
	Iteration 32F: 3 clusters Score -2266812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Entering Unmasked Estep 
Score: -5708860.000000 Penalty: 1734.259766
	Iteration 0F: 2 clusters Score -5708860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5680064.500000 Penalty: 3468.519531
	Iteration 0F: 3 clusters Score -5680064 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -5691279.000000 Penalty: 3468.519531
	Iteration 1F: 3 clusters Score -5691279 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -5691699.500000 Penalty: 3468.519531
	Iteration 2Q: 3 clusters Score -5691700 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -5692173.500000 Penalty: 3468.519531
	Iteration 3Q: 3 clusters Score -5692174 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5692725.000000 Penalty: 3468.519531
	Iteration 4Q: 3 clusters Score -5692725 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5693484.500000 Penalty: 3468.519531
	Iteration 5Q: 3 clusters Score -5693484 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5694585.500000 Penalty: 3468.519531
	Iteration 6Q: 3 clusters Score -5694586 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5696215.000000 Penalty: 3468.519531
	Iteration 7Q: 3 clusters Score -5696215 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5698612.000000 Penalty: 3468.519531
	Iteration 8F: 3 clusters Score -5698612 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5701424.000000 Penalty: 3468.519531
	Iteration 9F: 3 clusters Score -5701424 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5703486.500000 Penalty: 3468.519531
	Iteration 10F: 3 clusters Score -5703486 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5704530.000000 Penalty: 3468.519531
	Iteration 11Q: 3 clusters Score -5704530 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5705227.000000 Penalty: 3468.519531
	Iteration 12Q: 3 clusters Score -5705227 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5705831.500000 Penalty: 3468.519531
	Iteration 13Q: 3 clusters Score -5705832 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5706372.500000 Penalty: 3468.519531
	Iteration 14Q: 3 clusters Score -5706372 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -5706739.500000 Penalty: 3468.519531
	Iteration 15Q: 3 clusters Score -5706740 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5706946.000000 Penalty: 3468.519531
	Iteration 16Q: 3 clusters Score -5706946 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5707074.500000 Penalty: 3468.519531
	Iteration 17Q: 3 clusters Score -5707074 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5707153.500000 Penalty: 3468.519531
	Iteration 18Q: 3 clusters Score -5707154 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5707224.500000 Penalty: 3468.519531
	Iteration 19Q: 3 clusters Score -5707224 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5707259.000000 Penalty: 3468.519531
	Iteration 20F: 3 clusters Score -5707259 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5707285.500000 Penalty: 3468.519531
	Iteration 21Q: 3 clusters Score -5707286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -5707275.000000 Penalty: 3468.519531
	Iteration 22Q: 3 clusters Score -5707275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5707275.500000 Penalty: 3468.519531
	Iteration 23Q: 3 clusters Score -5707276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5707283.000000 Penalty: 3468.519531
	Iteration 24Q: 3 clusters Score -5707283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5707286.500000 Penalty: 3468.519531
	Iteration 25Q: 3 clusters Score -5707286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -5707274.000000 Penalty: 3468.519531
	Iteration 26Q: 3 clusters Score -5707274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5707266.000000 Penalty: 3468.519531
	Iteration 27Q: 3 clusters Score -5707266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5707267.500000 Penalty: 3468.519531
	Iteration 28Q: 3 clusters Score -5707268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5707264.000000 Penalty: 3468.519531
	Iteration 29Q: 3 clusters Score -5707264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5707264.500000 Penalty: 3468.519531
	Iteration 30Q: 3 clusters Score -5707264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5707263.500000 Penalty: 3468.519531
	Iteration 31Q: 3 clusters Score -5707264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5707261.500000 Penalty: 3468.519531
	Iteration 32Q: 3 clusters Score -5707262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5707269.500000 Penalty: 3468.519531
	Iteration 33Q: 3 clusters Score -5707270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -5707259.000000 Penalty: 3468.519531
	Iteration 34Q: 3 clusters Score -5707259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -5707267.500000 Penalty: 3468.519531
	Iteration 35Q: 3 clusters Score -5707268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5707274.000000 Penalty: 3468.519531
	Iteration 36Q: 3 clusters Score -5707274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5707270.000000 Penalty: 3468.519531
	Iteration 37Q: 3 clusters Score -5707270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5707278.000000 Penalty: 3468.519531
	Iteration 38Q: 3 clusters Score -5707278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5707278.000000 Penalty: 3468.519531
	Iteration 39Q: 3 clusters Score -5707278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5707287.500000 Penalty: 3468.519531
	Iteration 40F: 3 clusters Score -5707288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5707285.500000 Penalty: 3468.519531
	Iteration 41Q: 3 clusters Score -5707286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5707296.000000 Penalty: 3468.519531
	Iteration 42Q: 3 clusters Score -5707296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5707303.000000 Penalty: 3468.519531
	Iteration 43Q: 3 clusters Score -5707303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5707309.500000 Penalty: 3468.519531
	Iteration 44Q: 3 clusters Score -5707310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5707294.500000 Penalty: 3468.519531
	Iteration 45Q: 3 clusters Score -5707294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5707297.000000 Penalty: 3468.519531
	Iteration 46Q: 3 clusters Score -5707297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5707295.000000 Penalty: 3468.519531
	Iteration 47Q: 3 clusters Score -5707295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -5707295.500000 Penalty: 3468.519531
	Iteration 48Q: 3 clusters Score -5707296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5707295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5707292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5707293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5707290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5707293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5707288.000000 Penalty: 3468.519531
	Iteration 54Q: 3 clusters Score -5707288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5707286.500000 Penalty: 3468.519531
	Iteration 55Q: 3 clusters Score -5707286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5707282.000000 Penalty: 3468.519531
	Iteration 56Q: 3 clusters Score -5707282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5707279.000000 Penalty: 3468.519531
	Iteration 57Q: 3 clusters Score -5707279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5707276.500000 Penalty: 3468.519531
	Iteration 58Q: 3 clusters Score -5707276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5707262.000000 Penalty: 3468.519531
	Iteration 59Q: 3 clusters Score -5707262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5707275.000000 Penalty: 3468.519531
	Iteration 60F: 3 clusters Score -5707275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5707278.000000 Penalty: 3468.519531
	Iteration 61Q: 3 clusters Score -5707278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5707280.500000 Penalty: 3468.519531
	Iteration 62Q: 3 clusters Score -5707280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5707292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5707292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5707296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5707306.500000 Penalty: 3468.519531
	Iteration 66Q: 3 clusters Score -5707306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5707310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5707302.500000 Penalty: 3468.519531
	Iteration 68Q: 3 clusters Score -5707302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5707306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5707309.000000 Penalty: 3468.519531
	Iteration 70Q: 3 clusters Score -5707309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5707310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5707314.000000 Penalty: 3468.519531
	Iteration 72Q: 3 clusters Score -5707314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5707323.500000 Penalty: 3468.519531
	Iteration 73Q: 3 clusters Score -5707324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5707312.000000 Penalty: 3468.519531
	Iteration 74Q: 3 clusters Score -5707312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5707310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5707312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5707310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5707303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5707300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5707312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5707308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5707292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5707296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5707302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5707302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5707290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5707295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5707302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5707305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5707303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5707295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5707306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5707303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -5707316.000000 Penalty: 3468.519531
	Iteration 94Q: 3 clusters Score -5707316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5707312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5707310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5707312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5707323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5707322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5707319.500000 Penalty: 3468.519531
	Iteration 100F: 3 clusters Score -5707320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5707320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5707318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5707330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -5707327.000000 Penalty: 3468.519531
	Iteration 104Q: 3 clusters Score -5707327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5707329 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5707341.500000 Penalty: 3468.519531
	Iteration 106Q: 3 clusters Score -5707342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5707344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5707332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5707338.000000 Penalty: 3468.519531
	Iteration 109Q: 3 clusters Score -5707338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5707346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -5707334.000000 Penalty: 3468.519531
	Iteration 111Q: 3 clusters Score -5707334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5707314.000000 Penalty: 3468.519531
	Iteration 112Q: 3 clusters Score -5707314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5707326.000000 Penalty: 3468.519531
	Iteration 113Q: 3 clusters Score -5707326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5707328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5707327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5707335.000000 Penalty: 3468.519531
	Iteration 116Q: 3 clusters Score -5707335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5707346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5707348.500000 Penalty: 3468.519531
	Iteration 118Q: 3 clusters Score -5707348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5707352.000000 Penalty: 3468.519531
	Iteration 119Q: 3 clusters Score -5707352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -5707338.500000 Penalty: 3468.519531
	Iteration 120F: 3 clusters Score -5707338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5707338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -5707361.000000 Penalty: 3468.519531
	Iteration 122Q: 3 clusters Score -5707361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5707358.000000 Penalty: 3468.519531
	Iteration 123Q: 3 clusters Score -5707358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5707355.000000 Penalty: 3468.519531
	Iteration 124Q: 3 clusters Score -5707355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5707356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5707360.000000 Penalty: 3468.519531
	Iteration 126Q: 3 clusters Score -5707360 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5707358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5707348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5707344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5707351.000000 Penalty: 3468.519531
	Iteration 130Q: 3 clusters Score -5707351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5707346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5707357.000000 Penalty: 3468.519531
	Iteration 132Q: 3 clusters Score -5707357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5707355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5707352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5707364 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5707362 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5707370 nChanged 55
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Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5707373 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5707384 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5707364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -5707374.000000 Penalty: 3468.519531
	Iteration 141Q: 3 clusters Score -5707374 nChanged 61
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Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -5707381.000000 Penalty: 3468.519531
	Iteration 142Q: 3 clusters Score -5707381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5707386.500000 Penalty: 3468.519531
	Iteration 143Q: 3 clusters Score -5707386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5707397.000000 Penalty: 3468.519531
	Iteration 144Q: 3 clusters Score -5707397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -5707411.000000 Penalty: 3468.519531
	Iteration 145Q: 3 clusters Score -5707411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5707404.000000 Penalty: 3468.519531
	Iteration 146Q: 3 clusters Score -5707404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5707404.000000 Penalty: 3468.519531
	Iteration 147Q: 3 clusters Score -5707404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5707410.500000 Penalty: 3468.519531
	Iteration 148Q: 3 clusters Score -5707410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5707407.500000 Penalty: 3468.519531
	Iteration 149Q: 3 clusters Score -5707408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5707414.000000 Penalty: 3468.519531
	Iteration 150Q: 3 clusters Score -5707414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5707404.000000 Penalty: 3468.519531
	Iteration 151Q: 3 clusters Score -5707404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5707404.000000 Penalty: 3468.519531
	Iteration 152Q: 3 clusters Score -5707404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5707405.500000 Penalty: 3468.519531
	Iteration 153Q: 3 clusters Score -5707406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5707409.500000 Penalty: 3468.519531
	Iteration 154Q: 3 clusters Score -5707410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5707398.000000 Penalty: 3468.519531
	Iteration 155Q: 3 clusters Score -5707398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5707414.500000 Penalty: 3468.519531
	Iteration 156Q: 3 clusters Score -5707414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5707417.500000 Penalty: 3468.519531
	Iteration 157Q: 3 clusters Score -5707418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5707415.500000 Penalty: 3468.519531
	Iteration 158Q: 3 clusters Score -5707416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5707416.500000 Penalty: 3468.519531
	Iteration 159Q: 3 clusters Score -5707416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5707420.500000 Penalty: 3468.519531
	Iteration 160F: 3 clusters Score -5707420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5707414.500000 Penalty: 3468.519531
	Iteration 161Q: 3 clusters Score -5707414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5707411.000000 Penalty: 3468.519531
	Iteration 162Q: 3 clusters Score -5707411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5707417.000000 Penalty: 3468.519531
	Iteration 163Q: 3 clusters Score -5707417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5707420.500000 Penalty: 3468.519531
	Iteration 164Q: 3 clusters Score -5707420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5707421.000000 Penalty: 3468.519531
	Iteration 165Q: 3 clusters Score -5707421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5707425.000000 Penalty: 3468.519531
	Iteration 166Q: 3 clusters Score -5707425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -5707434.500000 Penalty: 3468.519531
	Iteration 167Q: 3 clusters Score -5707434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5707432.000000 Penalty: 3468.519531
	Iteration 168Q: 3 clusters Score -5707432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5707432.500000 Penalty: 3468.519531
	Iteration 169Q: 3 clusters Score -5707432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5707436.500000 Penalty: 3468.519531
	Iteration 170Q: 3 clusters Score -5707436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5707440.500000 Penalty: 3468.519531
	Iteration 171Q: 3 clusters Score -5707440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5707436.000000 Penalty: 3468.519531
	Iteration 172Q: 3 clusters Score -5707436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -5707440.000000 Penalty: 3468.519531
	Iteration 173Q: 3 clusters Score -5707440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5707440.500000 Penalty: 3468.519531
	Iteration 174Q: 3 clusters Score -5707440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5707436.500000 Penalty: 3468.519531
	Iteration 175Q: 3 clusters Score -5707436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5707436.500000 Penalty: 3468.519531
	Iteration 176Q: 3 clusters Score -5707436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5707434.000000 Penalty: 3468.519531
	Iteration 177Q: 3 clusters Score -5707434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -5707428.500000 Penalty: 3468.519531
	Iteration 178Q: 3 clusters Score -5707428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5707428.500000 Penalty: 3468.519531
	Iteration 179Q: 3 clusters Score -5707428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5707434.000000 Penalty: 3468.519531
	Iteration 180F: 3 clusters Score -5707434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5707424.500000 Penalty: 3468.519531
	Iteration 181Q: 3 clusters Score -5707424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5707430.000000 Penalty: 3468.519531
	Iteration 182Q: 3 clusters Score -5707430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5707428.000000 Penalty: 3468.519531
	Iteration 183Q: 3 clusters Score -5707428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5707428.500000 Penalty: 3468.519531
	Iteration 184Q: 3 clusters Score -5707428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5707428.500000 Penalty: 3468.519531
	Iteration 185F: 3 clusters Score -5707428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (27607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Entering Unmasked Estep 
Score: -3654893.750000 Penalty: 1661.696411
	Iteration 0F: 2 clusters Score -3654894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3636296.000000 Penalty: 3323.392822
	Iteration 0F: 3 clusters Score -3636296 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3643507.250000 Penalty: 3323.392822
	Iteration 1F: 3 clusters Score -3643507 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3644384.750000 Penalty: 3323.392822
	Iteration 2F: 3 clusters Score -3644385 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3645649.000000 Penalty: 3323.392822
	Iteration 3F: 3 clusters Score -3645649 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3647415.750000 Penalty: 3323.392822
	Iteration 4F: 3 clusters Score -3647416 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3649369.750000 Penalty: 3323.392822
	Iteration 5F: 3 clusters Score -3649370 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3651118.000000 Penalty: 3323.392822
	Iteration 6F: 3 clusters Score -3651118 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3652314.250000 Penalty: 3323.392822
	Iteration 7Q: 3 clusters Score -3652314 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3652945.500000 Penalty: 3323.392822
	Iteration 8Q: 3 clusters Score -3652946 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3653197.250000 Penalty: 3323.392822
	Iteration 9Q: 3 clusters Score -3653197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3653297.500000 Penalty: 3323.392822
	Iteration 10Q: 3 clusters Score -3653298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3653343.500000 Penalty: 3323.392822
	Iteration 11Q: 3 clusters Score -3653344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3653372.250000 Penalty: 3323.392822
	Iteration 12Q: 3 clusters Score -3653372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3653394.500000 Penalty: 3323.392822
	Iteration 13Q: 3 clusters Score -3653394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3653408.750000 Penalty: 3323.392822
	Iteration 14Q: 3 clusters Score -3653409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3653414.500000 Penalty: 3323.392822
	Iteration 15Q: 3 clusters Score -3653414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3653422.000000 Penalty: 3323.392822
	Iteration 16Q: 3 clusters Score -3653422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3653427.500000 Penalty: 3323.392822
	Iteration 17Q: 3 clusters Score -3653428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3653422.500000 Penalty: 3323.392822
	Iteration 18Q: 3 clusters Score -3653422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3653424.000000 Penalty: 3323.392822
	Iteration 19Q: 3 clusters Score -3653424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3653424.500000 Penalty: 3323.392822
	Iteration 20F: 3 clusters Score -3653424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3653426.750000 Penalty: 3323.392822
	Iteration 21Q: 3 clusters Score -3653427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3653426.750000 Penalty: 3323.392822
	Iteration 22F: 3 clusters Score -3653427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -576395.625000 Penalty: 1362.159302
	Iteration 0F: 2 clusters Score -576395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -572870.812500 Penalty: 2724.318604
	Iteration 0F: 3 clusters Score -572870.8 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -573787.562500 Penalty: 2724.318604
	Iteration 1F: 3 clusters Score -573787.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -574055.750000 Penalty: 2724.318604
	Iteration 2F: 3 clusters Score -574055.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -574300.500000 Penalty: 2724.318604
	Iteration 3F: 3 clusters Score -574300.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -574490.875000 Penalty: 2724.318604
	Iteration 4F: 3 clusters Score -574490.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -574644.937500 Penalty: 2724.318604
	Iteration 5Q: 3 clusters Score -574644.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -574746.687500 Penalty: 2724.318604
	Iteration 6Q: 3 clusters Score -574746.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -574831.812500 Penalty: 2724.318604
	Iteration 7Q: 3 clusters Score -574831.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -574916.937500 Penalty: 2724.318604
	Iteration 8Q: 3 clusters Score -574916.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -574998.250000 Penalty: 2724.318604
	Iteration 9Q: 3 clusters Score -574998.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -575075.250000 Penalty: 2724.318604
	Iteration 10Q: 3 clusters Score -575075.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -575162.125000 Penalty: 2724.318604
	Iteration 11Q: 3 clusters Score -575162.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -575235.250000 Penalty: 2724.318604
	Iteration 12Q: 3 clusters Score -575235.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -575293.812500 Penalty: 2724.318604
	Iteration 13Q: 3 clusters Score -575293.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -575340.562500 Penalty: 2724.318604
	Iteration 14Q: 3 clusters Score -575340.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -575375.125000 Penalty: 2724.318604
	Iteration 15Q: 3 clusters Score -575375.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -575399.312500 Penalty: 2724.318604
	Iteration 16Q: 3 clusters Score -575399.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -575420.375000 Penalty: 2724.318604
	Iteration 17Q: 3 clusters Score -575420.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -575443.750000 Penalty: 2724.318604
	Iteration 18Q: 3 clusters Score -575443.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -575459.250000 Penalty: 2724.318604
	Iteration 19Q: 3 clusters Score -575459.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -575467.937500 Penalty: 2724.318604
	Iteration 20F: 3 clusters Score -575467.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -575475.500000 Penalty: 2724.318604
	Iteration 21Q: 3 clusters Score -575475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -575481.125000 Penalty: 2724.318604
	Iteration 22Q: 3 clusters Score -575481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -575485.187500 Penalty: 2724.318604
	Iteration 23Q: 3 clusters Score -575485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -575487.687500 Penalty: 2724.318604
	Iteration 24Q: 3 clusters Score -575487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -575489.312500 Penalty: 2724.318604
	Iteration 25Q: 3 clusters Score -575489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -575492.250000 Penalty: 2724.318604
	Iteration 26Q: 3 clusters Score -575492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -575493.687500 Penalty: 2724.318604
	Iteration 27Q: 3 clusters Score -575493.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -575496.062500 Penalty: 2724.318604
	Iteration 28Q: 3 clusters Score -575496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -575498.687500 Penalty: 2724.318604
	Iteration 29Q: 3 clusters Score -575498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -575499.625000 Penalty: 2724.318604
	Iteration 30Q: 3 clusters Score -575499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -575500.125000 Penalty: 2724.318604
	Iteration 31Q: 3 clusters Score -575500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -575502.000000 Penalty: 2724.318604
	Iteration 32Q: 3 clusters Score -575502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -575502.562500 Penalty: 2724.318604
	Iteration 33Q: 3 clusters Score -575502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -575502.875000 Penalty: 2724.318604
	Iteration 34Q: 3 clusters Score -575502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -575502.875000 Penalty: 2724.318604
	Iteration 35Q: 3 clusters Score -575502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -575503.312500 Penalty: 2724.318604
	Iteration 36Q: 3 clusters Score -575503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -575503.312500 Penalty: 2724.318604
	Iteration 37F: 3 clusters Score -575503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -230384.562500 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -230384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -228426.234375 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -228426.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -228862.312500 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -228862.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -228972.343750 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -228972.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -229043.828125 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -229043.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229096.031250 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -229096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -229137.093750 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -229137.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -229170.578125 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -229170.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -229197.187500 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -229197.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -229221.546875 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -229221.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -229246.890625 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -229246.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -229268.546875 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -229268.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -229287.015625 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -229287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -229301.328125 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -229301.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229311.125000 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -229311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -229327.406250 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -229327.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -229342.031250 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -229342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -229357.500000 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -229357.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -229371.515625 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -229371.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -229386.937500 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -229386.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -229406.421875 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -229406.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -229426.468750 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -229426.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -229439.656250 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -229439.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -229459.953125 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -229460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -229471.953125 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -229472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -229482.828125 Penalty: 2441.600830
	Iteration 24Q: 3 clusters Score -229482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -229487.859375 Penalty: 2441.600830
	Iteration 25Q: 3 clusters Score -229487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -229492.093750 Penalty: 2441.600830
	Iteration 26Q: 3 clusters Score -229492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -229494.531250 Penalty: 2441.600830
	Iteration 27Q: 3 clusters Score -229494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -229494.531250 Penalty: 2441.600830
	Iteration 28F: 3 clusters Score -229494.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (47037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Entering Unmasked Estep 
Score: -6207159.000000 Penalty: 1748.287109
	Iteration 0F: 2 clusters Score -6207159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -6175581.500000 Penalty: 3496.574219
	Iteration 0F: 3 clusters Score -6175582 nChanged 22040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -6188059.500000 Penalty: 3496.574219
	Iteration 1F: 3 clusters Score -6188060 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6188406.500000 Penalty: 3496.574219
	Iteration 2Q: 3 clusters Score -6188406 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -6188855.500000 Penalty: 3496.574219
	Iteration 3Q: 3 clusters Score -6188856 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6189535.000000 Penalty: 3496.574219
	Iteration 4Q: 3 clusters Score -6189535 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -6190521.500000 Penalty: 3496.574219
	Iteration 5Q: 3 clusters Score -6190522 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -6192170.500000 Penalty: 3496.574219
	Iteration 6F: 3 clusters Score -6192170 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -6194718.500000 Penalty: 3496.574219
	Iteration 7F: 3 clusters Score -6194718 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -6198209.500000 Penalty: 3496.574219
	Iteration 8F: 3 clusters Score -6198210 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -6201645.500000 Penalty: 3496.574219
	Iteration 9F: 3 clusters Score -6201646 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -6203795.500000 Penalty: 3496.574219
	Iteration 10Q: 3 clusters Score -6203796 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6204745.000000 Penalty: 3496.574219
	Iteration 11Q: 3 clusters Score -6204745 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -6205194.000000 Penalty: 3496.574219
	Iteration 12Q: 3 clusters Score -6205194 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6205371.000000 Penalty: 3496.574219
	Iteration 13Q: 3 clusters Score -6205371 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6205491.000000 Penalty: 3496.574219
	Iteration 14Q: 3 clusters Score -6205491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -6205548.500000 Penalty: 3496.574219
	Iteration 15Q: 3 clusters Score -6205548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6205597.500000 Penalty: 3496.574219
	Iteration 16Q: 3 clusters Score -6205598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6205613.000000 Penalty: 3496.574219
	Iteration 17Q: 3 clusters Score -6205613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6205626.500000 Penalty: 3496.574219
	Iteration 18Q: 3 clusters Score -6205626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6205632.500000 Penalty: 3496.574219
	Iteration 19Q: 3 clusters Score -6205632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6205648.000000 Penalty: 3496.574219
	Iteration 20F: 3 clusters Score -6205648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -6205654.000000 Penalty: 3496.574219
	Iteration 21Q: 3 clusters Score -6205654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6205657.500000 Penalty: 3496.574219
	Iteration 22Q: 3 clusters Score -6205658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6205665.000000 Penalty: 3496.574219
	Iteration 23Q: 3 clusters Score -6205665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6205668.500000 Penalty: 3496.574219
	Iteration 24Q: 3 clusters Score -6205668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6205671.500000 Penalty: 3496.574219
	Iteration 25Q: 3 clusters Score -6205672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -6205669.500000 Penalty: 3496.574219
	Iteration 26Q: 3 clusters Score -6205670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -6205674.500000 Penalty: 3496.574219
	Iteration 27Q: 3 clusters Score -6205674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6205673.500000 Penalty: 3496.574219
	Iteration 28Q: 3 clusters Score -6205674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -6205680.000000 Penalty: 3496.574219
	Iteration 29Q: 3 clusters Score -6205680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -6205679.500000 Penalty: 3496.574219
	Iteration 30Q: 3 clusters Score -6205680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -6205679.000000 Penalty: 3496.574219
	Iteration 31Q: 3 clusters Score -6205679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6205678.500000 Penalty: 3496.574219
	Iteration 32Q: 3 clusters Score -6205678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6205678.500000 Penalty: 3496.574219
	Iteration 33F: 3 clusters Score -6205678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (79686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Entering Unmasked Estep 
Score: -10568695.000000 Penalty: 1833.950562
	Iteration 0F: 2 clusters Score -1.05687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -10518983.000000 Penalty: 3667.901123
	Iteration 0F: 3 clusters Score -1.051898e+07 nChanged 37940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -10541241.000000 Penalty: 3667.901123
	Iteration 1F: 3 clusters Score -1.054124e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -10541995.000000 Penalty: 3667.901123
	Iteration 2Q: 3 clusters Score -1.0542e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -10542894.000000 Penalty: 3667.901123
	Iteration 3Q: 3 clusters Score -1.054289e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -10544159.000000 Penalty: 3667.901123
	Iteration 4Q: 3 clusters Score -1.054416e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10546032.000000 Penalty: 3667.901123
	Iteration 5Q: 3 clusters Score -1.054603e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -10548815.000000 Penalty: 3667.901123
	Iteration 6F: 3 clusters Score -1.054882e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -10552810.000000 Penalty: 3667.901123
	Iteration 7F: 3 clusters Score -1.055281e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -10557151.000000 Penalty: 3667.901123
	Iteration 8F: 3 clusters Score -1.055715e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -10561009.000000 Penalty: 3667.901123
	Iteration 9F: 3 clusters Score -1.056101e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -10563790.000000 Penalty: 3667.901123
	Iteration 10Q: 3 clusters Score -1.056379e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -10565197.000000 Penalty: 3667.901123
	Iteration 11Q: 3 clusters Score -1.05652e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -10565946.000000 Penalty: 3667.901123
	Iteration 12Q: 3 clusters Score -1.056595e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -10566283.000000 Penalty: 3667.901123
	Iteration 13Q: 3 clusters Score -1.056628e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -10566619.000000 Penalty: 3667.901123
	Iteration 14Q: 3 clusters Score -1.056662e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -10566802.000000 Penalty: 3667.901123
	Iteration 15Q: 3 clusters Score -1.05668e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -10566916.000000 Penalty: 3667.901123
	Iteration 16Q: 3 clusters Score -1.056692e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -10567020.000000 Penalty: 3667.901123
	Iteration 17Q: 3 clusters Score -1.056702e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -10566977.000000 Penalty: 3667.901123
	Iteration 18Q: 3 clusters Score -1.056698e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -10567010.000000 Penalty: 3667.901123
	Iteration 19Q: 3 clusters Score -1.056701e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -10567020.000000 Penalty: 3667.901123
	Iteration 20F: 3 clusters Score -1.056702e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -10567028.000000 Penalty: 3667.901123
	Iteration 21Q: 3 clusters Score -1.056703e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -10567025.000000 Penalty: 3667.901123
	Iteration 22Q: 3 clusters Score -1.056702e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -10567083.000000 Penalty: 3667.901123
	Iteration 23Q: 3 clusters Score -1.056708e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -10567080.000000 Penalty: 3667.901123
	Iteration 24Q: 3 clusters Score -1.056708e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -10567115.000000 Penalty: 3667.901123
	Iteration 25Q: 3 clusters Score -1.056712e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10567117.000000 Penalty: 3667.901123
	Iteration 26Q: 3 clusters Score -1.056712e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -10567131.000000 Penalty: 3667.901123
	Iteration 27Q: 3 clusters Score -1.056713e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -10567130.000000 Penalty: 3667.901123
	Iteration 28Q: 3 clusters Score -1.056713e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -10567132.000000 Penalty: 3667.901123
	Iteration 29Q: 3 clusters Score -1.056713e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -10567140.000000 Penalty: 3667.901123
	Iteration 30Q: 3 clusters Score -1.056714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -10567153.000000 Penalty: 3667.901123
	Iteration 31Q: 3 clusters Score -1.056715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -10567159.000000 Penalty: 3667.901123
	Iteration 32Q: 3 clusters Score -1.056716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -10567156.000000 Penalty: 3667.901123
	Iteration 33Q: 3 clusters Score -1.056716e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -10567162.000000 Penalty: 3667.901123
	Iteration 34Q: 3 clusters Score -1.056716e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -10567163.000000 Penalty: 3667.901123
	Iteration 35Q: 3 clusters Score -1.056716e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -10567179.000000 Penalty: 3667.901123
	Iteration 36Q: 3 clusters Score -1.056718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -10567167.000000 Penalty: 3667.901123
	Iteration 37Q: 3 clusters Score -1.056717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -10567180.000000 Penalty: 3667.901123
	Iteration 38Q: 3 clusters Score -1.056718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -10567192.000000 Penalty: 3667.901123
	Iteration 39Q: 3 clusters Score -1.056719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -10567199.000000 Penalty: 3667.901123
	Iteration 40F: 3 clusters Score -1.05672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -10567207.000000 Penalty: 3667.901123
	Iteration 41Q: 3 clusters Score -1.056721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -10567213.000000 Penalty: 3667.901123
	Iteration 42Q: 3 clusters Score -1.056721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -10567220.000000 Penalty: 3667.901123
	Iteration 43Q: 3 clusters Score -1.056722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -10567238.000000 Penalty: 3667.901123
	Iteration 44Q: 3 clusters Score -1.056724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -10567238.000000 Penalty: 3667.901123
	Iteration 45Q: 3 clusters Score -1.056724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -10567252.000000 Penalty: 3667.901123
	Iteration 46Q: 3 clusters Score -1.056725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -10567243.000000 Penalty: 3667.901123
	Iteration 47Q: 3 clusters Score -1.056724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10567232.000000 Penalty: 3667.901123
	Iteration 48Q: 3 clusters Score -1.056723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -10567238.000000 Penalty: 3667.901123
	Iteration 49Q: 3 clusters Score -1.056724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -10567243.000000 Penalty: 3667.901123
	Iteration 50Q: 3 clusters Score -1.056724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -10567250.000000 Penalty: 3667.901123
	Iteration 51Q: 3 clusters Score -1.056725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -10567251.000000 Penalty: 3667.901123
	Iteration 52Q: 3 clusters Score -1.056725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -10567248.000000 Penalty: 3667.901123
	Iteration 53Q: 3 clusters Score -1.056725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -10567249.000000 Penalty: 3667.901123
	Iteration 54Q: 3 clusters Score -1.056725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -10567247.000000 Penalty: 3667.901123
	Iteration 55Q: 3 clusters Score -1.056725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -10567258.000000 Penalty: 3667.901123
	Iteration 56Q: 3 clusters Score -1.056726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -10567264.000000 Penalty: 3667.901123
	Iteration 57Q: 3 clusters Score -1.056726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -10567267.000000 Penalty: 3667.901123
	Iteration 58Q: 3 clusters Score -1.056727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10567264.000000 Penalty: 3667.901123
	Iteration 59Q: 3 clusters Score -1.056726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -10567266.000000 Penalty: 3667.901123
	Iteration 60F: 3 clusters Score -1.056727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -10567266.000000 Penalty: 3667.901123
	Iteration 61Q: 3 clusters Score -1.056727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -10567269.000000 Penalty: 3667.901123
	Iteration 62Q: 3 clusters Score -1.056727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -10567267.000000 Penalty: 3667.901123
	Iteration 63Q: 3 clusters Score -1.056727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -10567266.000000 Penalty: 3667.901123
	Iteration 64Q: 3 clusters Score -1.056727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -10567273.000000 Penalty: 3667.901123
	Iteration 65Q: 3 clusters Score -1.056727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -10567276.000000 Penalty: 3667.901123
	Iteration 66Q: 3 clusters Score -1.056728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -10567269.000000 Penalty: 3667.901123
	Iteration 67Q: 3 clusters Score -1.056727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -10567270.000000 Penalty: 3667.901123
	Iteration 68Q: 3 clusters Score -1.056727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -10567278.000000 Penalty: 3667.901123
	Iteration 69Q: 3 clusters Score -1.056728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -10567272.000000 Penalty: 3667.901123
	Iteration 70Q: 3 clusters Score -1.056727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -10567273.000000 Penalty: 3667.901123
	Iteration 71Q: 3 clusters Score -1.056727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -10567275.000000 Penalty: 3667.901123
	Iteration 72Q: 3 clusters Score -1.056728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -10567278.000000 Penalty: 3667.901123
	Iteration 73Q: 3 clusters Score -1.056728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -10567276.000000 Penalty: 3667.901123
	Iteration 74Q: 3 clusters Score -1.056728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -10567282.000000 Penalty: 3667.901123
	Iteration 75Q: 3 clusters Score -1.056728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -10567272.000000 Penalty: 3667.901123
	Iteration 76Q: 3 clusters Score -1.056727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -10567277.000000 Penalty: 3667.901123
	Iteration 77Q: 3 clusters Score -1.056728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -10567275.000000 Penalty: 3667.901123
	Iteration 78Q: 3 clusters Score -1.056728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -10567284.000000 Penalty: 3667.901123
	Iteration 79Q: 3 clusters Score -1.056728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -10567282.000000 Penalty: 3667.901123
	Iteration 80F: 3 clusters Score -1.056728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10567285.000000 Penalty: 3667.901123
	Iteration 81Q: 3 clusters Score -1.056728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -10567288.000000 Penalty: 3667.901123
	Iteration 82Q: 3 clusters Score -1.056729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -10567288.000000 Penalty: 3667.901123
	Iteration 83F: 3 clusters Score -1.056729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -344687.281250 Penalty: 1284.274414
	Iteration 0F: 2 clusters Score -344687.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -342144.250000 Penalty: 2568.548828
	Iteration 0F: 3 clusters Score -342144.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -342726.812500 Penalty: 2568.548828
	Iteration 1F: 3 clusters Score -342726.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342864.687500 Penalty: 2568.548828
	Iteration 2F: 3 clusters Score -342864.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -342957.625000 Penalty: 2568.548828
	Iteration 3F: 3 clusters Score -342957.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -343020.687500 Penalty: 2568.548828
	Iteration 4Q: 3 clusters Score -343020.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -343067.093750 Penalty: 2568.548828
	Iteration 5Q: 3 clusters Score -343067.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -343103.875000 Penalty: 2568.548828
	Iteration 6Q: 3 clusters Score -343103.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -343134.093750 Penalty: 2568.548828
	Iteration 7Q: 3 clusters Score -343134.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -343165.750000 Penalty: 2568.548828
	Iteration 8Q: 3 clusters Score -343165.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -343186.218750 Penalty: 2568.548828
	Iteration 9Q: 3 clusters Score -343186.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -343205.250000 Penalty: 2568.548828
	Iteration 10Q: 3 clusters Score -343205.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -343227.875000 Penalty: 2568.548828
	Iteration 11Q: 3 clusters Score -343227.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -343256.250000 Penalty: 2568.548828
	Iteration 12Q: 3 clusters Score -343256.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -343281.718750 Penalty: 2568.548828
	Iteration 13Q: 3 clusters Score -343281.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -343302.468750 Penalty: 2568.548828
	Iteration 14Q: 3 clusters Score -343302.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -343321.906250 Penalty: 2568.548828
	Iteration 15Q: 3 clusters Score -343321.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -343335.312500 Penalty: 2568.548828
	Iteration 16Q: 3 clusters Score -343335.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -343351.531250 Penalty: 2568.548828
	Iteration 17Q: 3 clusters Score -343351.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -343367.968750 Penalty: 2568.548828
	Iteration 18Q: 3 clusters Score -343368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -343380.656250 Penalty: 2568.548828
	Iteration 19Q: 3 clusters Score -343380.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -343396.406250 Penalty: 2568.548828
	Iteration 20F: 3 clusters Score -343396.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -343413.937500 Penalty: 2568.548828
	Iteration 21Q: 3 clusters Score -343413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -343424.250000 Penalty: 2568.548828
	Iteration 22Q: 3 clusters Score -343424.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -343431.093750 Penalty: 2568.548828
	Iteration 23Q: 3 clusters Score -343431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -343439.156250 Penalty: 2568.548828
	Iteration 24Q: 3 clusters Score -343439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -343445.562500 Penalty: 2568.548828
	Iteration 25Q: 3 clusters Score -343445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -343450.375000 Penalty: 2568.548828
	Iteration 26Q: 3 clusters Score -343450.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -343458.781250 Penalty: 2568.548828
	Iteration 27Q: 3 clusters Score -343458.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -343467.125000 Penalty: 2568.548828
	Iteration 28Q: 3 clusters Score -343467.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -343479.593750 Penalty: 2568.548828
	Iteration 29Q: 3 clusters Score -343479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -343490.656250 Penalty: 2568.548828
	Iteration 30Q: 3 clusters Score -343490.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -343498.437500 Penalty: 2568.548828
	Iteration 31Q: 3 clusters Score -343498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -343509.937500 Penalty: 2568.548828
	Iteration 32Q: 3 clusters Score -343509.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -343519.187500 Penalty: 2568.548828
	Iteration 33Q: 3 clusters Score -343519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -343526.718750 Penalty: 2568.548828
	Iteration 34Q: 3 clusters Score -343526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -343531.093750 Penalty: 2568.548828
	Iteration 35Q: 3 clusters Score -343531.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -343537.250000 Penalty: 2568.548828
	Iteration 36Q: 3 clusters Score -343537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -343540.812500 Penalty: 2568.548828
	Iteration 37Q: 3 clusters Score -343540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -343543.312500 Penalty: 2568.548828
	Iteration 38Q: 3 clusters Score -343543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -343546.062500 Penalty: 2568.548828
	Iteration 39Q: 3 clusters Score -343546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -343549.343750 Penalty: 2568.548828
	Iteration 40F: 3 clusters Score -343549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -343552.625000 Penalty: 2568.548828
	Iteration 41Q: 3 clusters Score -343552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -343555.656250 Penalty: 2568.548828
	Iteration 42Q: 3 clusters Score -343555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -343556.062500 Penalty: 2568.548828
	Iteration 43Q: 3 clusters Score -343556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -343556.562500 Penalty: 2568.548828
	Iteration 44Q: 3 clusters Score -343556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -343557.937500 Penalty: 2568.548828
	Iteration 45Q: 3 clusters Score -343557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -343557.937500 Penalty: 2568.548828
	Iteration 46F: 3 clusters Score -343557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (78770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Entering Unmasked Estep 
Score: -10407535.000000 Penalty: 1832.071655
	Iteration 0F: 2 clusters Score -1.040754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -10358700.000000 Penalty: 3664.143311
	Iteration 0F: 3 clusters Score -1.03587e+07 nChanged 37494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -10379923.000000 Penalty: 3664.143311
	Iteration 1F: 3 clusters Score -1.037992e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -10380606.000000 Penalty: 3664.143311
	Iteration 2Q: 3 clusters Score -1.038061e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -10381752.000000 Penalty: 3664.143311
	Iteration 3Q: 3 clusters Score -1.038175e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -10383616.000000 Penalty: 3664.143311
	Iteration 4Q: 3 clusters Score -1.038362e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -10386870.000000 Penalty: 3664.143311
	Iteration 5F: 3 clusters Score -1.038687e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -10391350.000000 Penalty: 3664.143311
	Iteration 6F: 3 clusters Score -1.039135e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -10396490.000000 Penalty: 3664.143311
	Iteration 7F: 3 clusters Score -1.039649e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -10400309.000000 Penalty: 3664.143311
	Iteration 8F: 3 clusters Score -1.040031e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -10402755.000000 Penalty: 3664.143311
	Iteration 9Q: 3 clusters Score -1.040276e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10404214.000000 Penalty: 3664.143311
	Iteration 10Q: 3 clusters Score -1.040421e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -10404924.000000 Penalty: 3664.143311
	Iteration 11Q: 3 clusters Score -1.040492e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -10405364.000000 Penalty: 3664.143311
	Iteration 12Q: 3 clusters Score -1.040536e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10405676.000000 Penalty: 3664.143311
	Iteration 13Q: 3 clusters Score -1.040568e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10405862.000000 Penalty: 3664.143311
	Iteration 14Q: 3 clusters Score -1.040586e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10405955.000000 Penalty: 3664.143311
	Iteration 15Q: 3 clusters Score -1.040596e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10406015.000000 Penalty: 3664.143311
	Iteration 16Q: 3 clusters Score -1.040602e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10406040.000000 Penalty: 3664.143311
	Iteration 17Q: 3 clusters Score -1.040604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10406059.000000 Penalty: 3664.143311
	Iteration 18Q: 3 clusters Score -1.040606e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10406118.000000 Penalty: 3664.143311
	Iteration 19Q: 3 clusters Score -1.040612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10406134.000000 Penalty: 3664.143311
	Iteration 20F: 3 clusters Score -1.040613e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10406132.000000 Penalty: 3664.143311
	Iteration 21Q: 3 clusters Score -1.040613e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10406147.000000 Penalty: 3664.143311
	Iteration 22Q: 3 clusters Score -1.040615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10406162.000000 Penalty: 3664.143311
	Iteration 23Q: 3 clusters Score -1.040616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10406175.000000 Penalty: 3664.143311
	Iteration 24Q: 3 clusters Score -1.040618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10406170.000000 Penalty: 3664.143311
	Iteration 25Q: 3 clusters Score -1.040617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10406162.000000 Penalty: 3664.143311
	Iteration 26Q: 3 clusters Score -1.040616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10406158.000000 Penalty: 3664.143311
	Iteration 27Q: 3 clusters Score -1.040616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10406157.000000 Penalty: 3664.143311
	Iteration 28Q: 3 clusters Score -1.040616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10406150.000000 Penalty: 3664.143311
	Iteration 29Q: 3 clusters Score -1.040615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10406153.000000 Penalty: 3664.143311
	Iteration 30Q: 3 clusters Score -1.040615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10406153.000000 Penalty: 3664.143311
	Iteration 31Q: 3 clusters Score -1.040615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10406150.000000 Penalty: 3664.143311
	Iteration 32Q: 3 clusters Score -1.040615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10406154.000000 Penalty: 3664.143311
	Iteration 33Q: 3 clusters Score -1.040615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10406149.000000 Penalty: 3664.143311
	Iteration 34Q: 3 clusters Score -1.040615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10406170.000000 Penalty: 3664.143311
	Iteration 35Q: 3 clusters Score -1.040617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10406171.000000 Penalty: 3664.143311
	Iteration 36Q: 3 clusters Score -1.040617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10406162.000000 Penalty: 3664.143311
	Iteration 37Q: 3 clusters Score -1.040616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10406172.000000 Penalty: 3664.143311
	Iteration 38Q: 3 clusters Score -1.040617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10406174.000000 Penalty: 3664.143311
	Iteration 39Q: 3 clusters Score -1.040617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10406193.000000 Penalty: 3664.143311
	Iteration 40F: 3 clusters Score -1.040619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10406191.000000 Penalty: 3664.143311
	Iteration 41Q: 3 clusters Score -1.040619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10406200.000000 Penalty: 3664.143311
	Iteration 42Q: 3 clusters Score -1.04062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10406209.000000 Penalty: 3664.143311
	Iteration 43Q: 3 clusters Score -1.040621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10406204.000000 Penalty: 3664.143311
	Iteration 44Q: 3 clusters Score -1.04062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10406203.000000 Penalty: 3664.143311
	Iteration 45Q: 3 clusters Score -1.04062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10406211.000000 Penalty: 3664.143311
	Iteration 46Q: 3 clusters Score -1.040621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10406202.000000 Penalty: 3664.143311
	Iteration 47Q: 3 clusters Score -1.04062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10406196.000000 Penalty: 3664.143311
	Iteration 48Q: 3 clusters Score -1.04062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10406204.000000 Penalty: 3664.143311
	Iteration 49Q: 3 clusters Score -1.04062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10406206.000000 Penalty: 3664.143311
	Iteration 50Q: 3 clusters Score -1.040621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10406212.000000 Penalty: 3664.143311
	Iteration 51Q: 3 clusters Score -1.040621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10406205.000000 Penalty: 3664.143311
	Iteration 52Q: 3 clusters Score -1.04062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10406205.000000 Penalty: 3664.143311
	Iteration 53Q: 3 clusters Score -1.04062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10406207.000000 Penalty: 3664.143311
	Iteration 54Q: 3 clusters Score -1.040621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10406207.000000 Penalty: 3664.143311
	Iteration 55F: 3 clusters Score -1.040621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -5682354.000000 Penalty: 1733.088013
	Iteration 0F: 2 clusters Score -5682354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -5653790.000000 Penalty: 3466.176025
	Iteration 0F: 3 clusters Score -5653790 nChanged 19963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -5664857.500000 Penalty: 3466.176025
	Iteration 1F: 3 clusters Score -5664858 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5665416.500000 Penalty: 3466.176025
	Iteration 2Q: 3 clusters Score -5665416 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -5666103.000000 Penalty: 3466.176025
	Iteration 3Q: 3 clusters Score -5666103 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5667228.000000 Penalty: 3466.176025
	Iteration 4F: 3 clusters Score -5667228 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -5668992.500000 Penalty: 3466.176025
	Iteration 5F: 3 clusters Score -5668992 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5671352.000000 Penalty: 3466.176025
	Iteration 6F: 3 clusters Score -5671352 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5674060.000000 Penalty: 3466.176025
	Iteration 7F: 3 clusters Score -5674060 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -5676640.500000 Penalty: 3466.176025
	Iteration 8F: 3 clusters Score -5676640 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5678666.000000 Penalty: 3466.176025
	Iteration 9Q: 3 clusters Score -5678666 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5679942.000000 Penalty: 3466.176025
	Iteration 10Q: 3 clusters Score -5679942 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5680461.000000 Penalty: 3466.176025
	Iteration 11Q: 3 clusters Score -5680461 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5680653.000000 Penalty: 3466.176025
	Iteration 12Q: 3 clusters Score -5680653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5680725.000000 Penalty: 3466.176025
	Iteration 13Q: 3 clusters Score -5680725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5680754.000000 Penalty: 3466.176025
	Iteration 14Q: 3 clusters Score -5680754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5680769.000000 Penalty: 3466.176025
	Iteration 15Q: 3 clusters Score -5680769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5680780.500000 Penalty: 3466.176025
	Iteration 16Q: 3 clusters Score -5680780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -5680795.500000 Penalty: 3466.176025
	Iteration 17Q: 3 clusters Score -5680796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -5680804.000000 Penalty: 3466.176025
	Iteration 18Q: 3 clusters Score -5680804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5680801.500000 Penalty: 3466.176025
	Iteration 19Q: 3 clusters Score -5680802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5680810.500000 Penalty: 3466.176025
	Iteration 20F: 3 clusters Score -5680810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5680813.500000 Penalty: 3466.176025
	Iteration 21Q: 3 clusters Score -5680814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5680813.500000 Penalty: 3466.176025
	Iteration 22F: 3 clusters Score -5680814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 70122 members 
Mstep: Class 5 contains 66088 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 71777 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1707 members 
Mstep: Class 12 contains 21864 members 
Mstep: Class 13 contains 6312 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15486 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 36735 members 
Mstep: Class 18 contains 71326 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 65135 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17186 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18415 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 18221 members 
Mstep: Class 31 contains 43147 members 
Mstep: Class 32 contains 27607 members 
Mstep: Class 33 contains 4370 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47037 members 
Mstep: Class 36 contains 79686 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 78770 members 
Mstep: Class 39 contains 42837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790136.000000 Penalty: 89804.523438
Iteration 279Q: 41 clusters Score -1.277901e+08 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 18345 members 
Mstep: Class 4 contains 70123 members 
Mstep: Class 5 contains 66074 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 17088 members 
Mstep: Class 9 contains 71738 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 21830 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15470 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 36451 members 
Mstep: Class 18 contains 71335 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 64932 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 17177 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18400 members 
Mstep: Class 29 contains 5377 members 
Mstep: Class 30 contains 18222 members 
Mstep: Class 31 contains 43055 members 
Mstep: Class 32 contains 27643 members 
Mstep: Class 33 contains 4380 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47219 members 
Mstep: Class 36 contains 79721 members 
Mstep: Class 37 contains 2707 members 
Mstep: Class 38 contains 78470 members 
Mstep: Class 39 contains 43269 members 
Mstep: Class 40 contains 15663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790552.000000 Penalty: 89804.523438
Iteration 280F: 41 clusters Score -1.277906e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 18314 members 
Mstep: Class 4 contains 70120 members 
Mstep: Class 5 contains 66054 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 71714 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 6306 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 36177 members 
Mstep: Class 18 contains 71326 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 64954 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17170 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18377 members 
Mstep: Class 29 contains 5383 members 
Mstep: Class 30 contains 18210 members 
Mstep: Class 31 contains 42975 members 
Mstep: Class 32 contains 27710 members 
Mstep: Class 33 contains 4388 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47336 members 
Mstep: Class 36 contains 79688 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 78160 members 
Mstep: Class 39 contains 43708 members 
Mstep: Class 40 contains 15882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790640.000000 Penalty: 89804.523438
Iteration 281Q: 41 clusters Score -1.277906e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 70160 members 
Mstep: Class 5 contains 66006 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17053 members 
Mstep: Class 9 contains 71692 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 21783 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 35913 members 
Mstep: Class 18 contains 71314 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5702 members 
Mstep: Class 22 contains 6414 members 
Mstep: Class 23 contains 65129 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17169 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18362 members 
Mstep: Class 29 contains 5400 members 
Mstep: Class 30 contains 18200 members 
Mstep: Class 31 contains 42938 members 
Mstep: Class 32 contains 27795 members 
Mstep: Class 33 contains 4389 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47484 members 
Mstep: Class 36 contains 79609 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 77833 members 
Mstep: Class 39 contains 44124 members 
Mstep: Class 40 contains 15945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791000.000000 Penalty: 89804.523438
Iteration 282Q: 41 clusters Score -1.27791e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 18263 members 
Mstep: Class 4 contains 70159 members 
Mstep: Class 5 contains 65971 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 71672 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 21773 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 35643 members 
Mstep: Class 18 contains 71304 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 65317 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17165 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18343 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 18194 members 
Mstep: Class 31 contains 42910 members 
Mstep: Class 32 contains 27885 members 
Mstep: Class 33 contains 4395 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47630 members 
Mstep: Class 36 contains 79523 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 77550 members 
Mstep: Class 39 contains 44512 members 
Mstep: Class 40 contains 16027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791216.000000 Penalty: 89804.523438
Iteration 283Q: 41 clusters Score -1.277912e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 18240 members 
Mstep: Class 4 contains 70150 members 
Mstep: Class 5 contains 65949 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 9 contains 71647 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21759 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 35355 members 
Mstep: Class 18 contains 71272 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 65546 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17165 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18326 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 18191 members 
Mstep: Class 31 contains 42892 members 
Mstep: Class 32 contains 27981 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47759 members 
Mstep: Class 36 contains 79413 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 77271 members 
Mstep: Class 39 contains 44902 members 
Mstep: Class 40 contains 16123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791520.000000 Penalty: 89804.523438
Iteration 284Q: 41 clusters Score -1.277915e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 11901 members 
Mstep: Class 3 contains 18223 members 
Mstep: Class 4 contains 70123 members 
Mstep: Class 5 contains 65938 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17045 members 
Mstep: Class 9 contains 71633 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21749 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 35027 members 
Mstep: Class 18 contains 71236 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 65810 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17165 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18320 members 
Mstep: Class 29 contains 5416 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 42856 members 
Mstep: Class 32 contains 28056 members 
Mstep: Class 33 contains 4410 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 47864 members 
Mstep: Class 36 contains 79302 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 77068 members 
Mstep: Class 39 contains 45273 members 
Mstep: Class 40 contains 16202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791736.000000 Penalty: 89804.523438
Iteration 285Q: 41 clusters Score -1.277917e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 18216 members 
Mstep: Class 4 contains 70102 members 
Mstep: Class 5 contains 65908 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 71627 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21743 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 34701 members 
Mstep: Class 18 contains 71207 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 6424 members 
Mstep: Class 23 contains 66031 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17164 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18319 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 18192 members 
Mstep: Class 31 contains 42837 members 
Mstep: Class 32 contains 28133 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 47954 members 
Mstep: Class 36 contains 79218 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 76864 members 
Mstep: Class 39 contains 45689 members 
Mstep: Class 40 contains 16290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791824.000000 Penalty: 89804.523438
Iteration 286Q: 41 clusters Score -1.277918e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 18207 members 
Mstep: Class 4 contains 70052 members 
Mstep: Class 5 contains 65874 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 71626 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21738 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 34347 members 
Mstep: Class 18 contains 71155 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 66196 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17161 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18313 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 18186 members 
Mstep: Class 31 contains 42828 members 
Mstep: Class 32 contains 28223 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48045 members 
Mstep: Class 36 contains 79172 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 76710 members 
Mstep: Class 39 contains 46103 members 
Mstep: Class 40 contains 16387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791816.000000 Penalty: 89804.523438
Iteration 287Q: 41 clusters Score -1.277918e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 18195 members 
Mstep: Class 4 contains 69998 members 
Mstep: Class 5 contains 65841 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17031 members 
Mstep: Class 9 contains 71630 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21732 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 34017 members 
Mstep: Class 18 contains 71077 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 66403 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17159 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18313 members 
Mstep: Class 29 contains 5417 members 
Mstep: Class 30 contains 18183 members 
Mstep: Class 31 contains 42836 members 
Mstep: Class 32 contains 28315 members 
Mstep: Class 33 contains 4425 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48131 members 
Mstep: Class 36 contains 79133 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 76503 members 
Mstep: Class 39 contains 46517 members 
Mstep: Class 40 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791720.000000 Penalty: 89804.523438
Iteration 288Q: 41 clusters Score -1.277917e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 11893 members 
Mstep: Class 3 contains 18182 members 
Mstep: Class 4 contains 69958 members 
Mstep: Class 5 contains 65820 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17027 members 
Mstep: Class 9 contains 71635 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 33702 members 
Mstep: Class 18 contains 71009 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 66650 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17157 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18307 members 
Mstep: Class 29 contains 5418 members 
Mstep: Class 30 contains 18182 members 
Mstep: Class 31 contains 42827 members 
Mstep: Class 32 contains 28394 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48231 members 
Mstep: Class 36 contains 79048 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 76283 members 
Mstep: Class 39 contains 46947 members 
Mstep: Class 40 contains 16541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792184.000000 Penalty: 89804.523438
Iteration 289Q: 41 clusters Score -1.277922e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 69943 members 
Mstep: Class 5 contains 65782 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17025 members 
Mstep: Class 9 contains 71648 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21725 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 33384 members 
Mstep: Class 18 contains 70954 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 66876 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17157 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18308 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 18182 members 
Mstep: Class 31 contains 42817 members 
Mstep: Class 32 contains 28463 members 
Mstep: Class 33 contains 4437 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48313 members 
Mstep: Class 36 contains 78946 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 76076 members 
Mstep: Class 39 contains 47369 members 
Mstep: Class 40 contains 16629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792240.000000 Penalty: 89804.523438
Iteration 290Q: 41 clusters Score -1.277922e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 11885 members 
Mstep: Class 3 contains 18164 members 
Mstep: Class 4 contains 69932 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17021 members 
Mstep: Class 9 contains 71643 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21712 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 33033 members 
Mstep: Class 18 contains 70910 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 6432 members 
Mstep: Class 23 contains 67116 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17158 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18301 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 18183 members 
Mstep: Class 31 contains 42793 members 
Mstep: Class 32 contains 28530 members 
Mstep: Class 33 contains 4442 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48410 members 
Mstep: Class 36 contains 78848 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 75944 members 
Mstep: Class 39 contains 47769 members 
Mstep: Class 40 contains 16724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792368.000000 Penalty: 89804.523438
Iteration 291Q: 41 clusters Score -1.277924e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 69917 members 
Mstep: Class 5 contains 65673 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 17020 members 
Mstep: Class 9 contains 71642 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21689 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15449 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 32661 members 
Mstep: Class 18 contains 70914 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 67349 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17159 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18302 members 
Mstep: Class 29 contains 5399 members 
Mstep: Class 30 contains 18178 members 
Mstep: Class 31 contains 42784 members 
Mstep: Class 32 contains 28567 members 
Mstep: Class 33 contains 4450 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48494 members 
Mstep: Class 36 contains 78777 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 75864 members 
Mstep: Class 39 contains 48139 members 
Mstep: Class 40 contains 16823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792872.000000 Penalty: 89804.523438
Iteration 292Q: 41 clusters Score -1.277929e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 69905 members 
Mstep: Class 5 contains 65623 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 17010 members 
Mstep: Class 9 contains 71635 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21662 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15451 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 32292 members 
Mstep: Class 18 contains 70933 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6425 members 
Mstep: Class 23 contains 67603 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17157 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18302 members 
Mstep: Class 29 contains 5398 members 
Mstep: Class 30 contains 18175 members 
Mstep: Class 31 contains 42764 members 
Mstep: Class 32 contains 28598 members 
Mstep: Class 33 contains 4458 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48557 members 
Mstep: Class 36 contains 78672 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 75789 members 
Mstep: Class 39 contains 48514 members 
Mstep: Class 40 contains 16919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793240.000000 Penalty: 89804.523438
Iteration 293Q: 41 clusters Score -1.277932e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 18161 members 
Mstep: Class 4 contains 69856 members 
Mstep: Class 5 contains 65573 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 71625 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21636 members 
Mstep: Class 13 contains 6202 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 31884 members 
Mstep: Class 18 contains 70956 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 67823 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17155 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18300 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 18177 members 
Mstep: Class 31 contains 42734 members 
Mstep: Class 32 contains 28639 members 
Mstep: Class 33 contains 4463 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48648 members 
Mstep: Class 36 contains 78601 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 75693 members 
Mstep: Class 39 contains 48921 members 
Mstep: Class 40 contains 17042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793464.000000 Penalty: 89804.523438
Iteration 294Q: 41 clusters Score -1.277935e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 18145 members 
Mstep: Class 4 contains 69781 members 
Mstep: Class 5 contains 65538 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 16996 members 
Mstep: Class 9 contains 71624 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21629 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 31515 members 
Mstep: Class 18 contains 70951 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 68041 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17152 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18297 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 18176 members 
Mstep: Class 31 contains 42694 members 
Mstep: Class 32 contains 28697 members 
Mstep: Class 33 contains 4465 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48774 members 
Mstep: Class 36 contains 78569 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 75558 members 
Mstep: Class 39 contains 49331 members 
Mstep: Class 40 contains 17139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793560.000000 Penalty: 89804.523438
Iteration 295Q: 41 clusters Score -1.277936e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 69673 members 
Mstep: Class 5 contains 65487 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 16983 members 
Mstep: Class 9 contains 71627 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21625 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 31081 members 
Mstep: Class 18 contains 70921 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 68241 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17150 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18286 members 
Mstep: Class 29 contains 5419 members 
Mstep: Class 30 contains 18183 members 
Mstep: Class 31 contains 42648 members 
Mstep: Class 32 contains 28781 members 
Mstep: Class 33 contains 4468 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48880 members 
Mstep: Class 36 contains 78512 members 
Mstep: Class 37 contains 2716 members 
Mstep: Class 38 contains 75510 members 
Mstep: Class 39 contains 49732 members 
Mstep: Class 40 contains 17249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793784.000000 Penalty: 89804.523438
Iteration 296Q: 41 clusters Score -1.277938e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 18126 members 
Mstep: Class 4 contains 69596 members 
Mstep: Class 5 contains 65429 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 71622 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 30563 members 
Mstep: Class 18 contains 70901 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 6433 members 
Mstep: Class 23 contains 68447 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17147 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18278 members 
Mstep: Class 29 contains 5421 members 
Mstep: Class 30 contains 18180 members 
Mstep: Class 31 contains 42602 members 
Mstep: Class 32 contains 28871 members 
Mstep: Class 33 contains 4474 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48985 members 
Mstep: Class 36 contains 78474 members 
Mstep: Class 37 contains 2716 members 
Mstep: Class 38 contains 75560 members 
Mstep: Class 39 contains 50134 members 
Mstep: Class 40 contains 17364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793656.000000 Penalty: 89804.523438
Iteration 297Q: 41 clusters Score -1.277937e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 18119 members 
Mstep: Class 4 contains 69452 members 
Mstep: Class 5 contains 65371 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 71619 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21603 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15460 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 29974 members 
Mstep: Class 18 contains 70911 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 68654 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17144 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18278 members 
Mstep: Class 29 contains 5418 members 
Mstep: Class 30 contains 18178 members 
Mstep: Class 31 contains 42565 members 
Mstep: Class 32 contains 28957 members 
Mstep: Class 33 contains 4481 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49075 members 
Mstep: Class 36 contains 78436 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 75687 members 
Mstep: Class 39 contains 50531 members 
Mstep: Class 40 contains 17472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793552.000000 Penalty: 89804.523438
Iteration 298Q: 41 clusters Score -1.277936e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 18111 members 
Mstep: Class 4 contains 69335 members 
Mstep: Class 5 contains 65271 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 71608 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21597 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 29314 members 
Mstep: Class 18 contains 70894 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 68844 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17139 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18276 members 
Mstep: Class 29 contains 5408 members 
Mstep: Class 30 contains 18181 members 
Mstep: Class 31 contains 42513 members 
Mstep: Class 32 contains 29075 members 
Mstep: Class 33 contains 4486 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49187 members 
Mstep: Class 36 contains 78465 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 75838 members 
Mstep: Class 39 contains 50946 members 
Mstep: Class 40 contains 17569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794008.000000 Penalty: 89804.523438
Iteration 299Q: 41 clusters Score -1.27794e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 18106 members 
Mstep: Class 4 contains 69212 members 
Mstep: Class 5 contains 65187 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 16986 members 
Mstep: Class 9 contains 71608 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21565 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 28577 members 
Mstep: Class 18 contains 70877 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6432 members 
Mstep: Class 23 contains 69048 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18276 members 
Mstep: Class 29 contains 5390 members 
Mstep: Class 30 contains 18174 members 
Mstep: Class 31 contains 42485 members 
Mstep: Class 32 contains 29186 members 
Mstep: Class 33 contains 4494 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49289 members 
Mstep: Class 36 contains 78457 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 76042 members 
Mstep: Class 39 contains 51384 members 
Mstep: Class 40 contains 17649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794120.000000 Penalty: 89804.523438
Iteration 300F: 41 clusters Score -1.277941e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 18104 members 
Mstep: Class 4 contains 69066 members 
Mstep: Class 5 contains 65113 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 71602 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21549 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 27703 members 
Mstep: Class 18 contains 70843 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6436 members 
Mstep: Class 23 contains 69256 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17131 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 5370 members 
Mstep: Class 30 contains 18172 members 
Mstep: Class 31 contains 42439 members 
Mstep: Class 32 contains 29322 members 
Mstep: Class 33 contains 4500 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49402 members 
Mstep: Class 36 contains 78412 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 76331 members 
Mstep: Class 39 contains 51860 members 
Mstep: Class 40 contains 17747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794352.000000 Penalty: 89804.523438
Iteration 301Q: 41 clusters Score -1.277944e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 68927 members 
Mstep: Class 5 contains 65034 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17007 members 
Mstep: Class 9 contains 71614 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21526 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15470 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 26752 members 
Mstep: Class 18 contains 70820 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 69463 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18285 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 18174 members 
Mstep: Class 31 contains 42390 members 
Mstep: Class 32 contains 29435 members 
Mstep: Class 33 contains 4504 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49500 members 
Mstep: Class 36 contains 78376 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 76725 members 
Mstep: Class 39 contains 52343 members 
Mstep: Class 40 contains 17852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794296.000000 Penalty: 89804.523438
Iteration 302Q: 41 clusters Score -1.277943e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 18084 members 
Mstep: Class 4 contains 68835 members 
Mstep: Class 5 contains 64940 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 17018 members 
Mstep: Class 9 contains 71621 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21514 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 70808 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 6443 members 
Mstep: Class 23 contains 69651 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 17129 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18284 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 18175 members 
Mstep: Class 31 contains 42349 members 
Mstep: Class 32 contains 29536 members 
Mstep: Class 33 contains 4509 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49617 members 
Mstep: Class 36 contains 78356 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 77228 members 
Mstep: Class 39 contains 52837 members 
Mstep: Class 40 contains 17958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794312.000000 Penalty: 89804.523438
Iteration 303Q: 41 clusters Score -1.277943e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 18073 members 
Mstep: Class 4 contains 68756 members 
Mstep: Class 5 contains 64844 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 71614 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21503 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 24538 members 
Mstep: Class 18 contains 70796 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 6443 members 
Mstep: Class 23 contains 69874 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18273 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 18178 members 
Mstep: Class 31 contains 42314 members 
Mstep: Class 32 contains 29649 members 
Mstep: Class 33 contains 4515 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49755 members 
Mstep: Class 36 contains 78252 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 77832 members 
Mstep: Class 39 contains 53288 members 
Mstep: Class 40 contains 18039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794368.000000 Penalty: 89804.523438
Iteration 304Q: 41 clusters Score -1.277944e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 18054 members 
Mstep: Class 4 contains 68667 members 
Mstep: Class 5 contains 64716 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17014 members 
Mstep: Class 9 contains 71629 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15471 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 23390 members 
Mstep: Class 18 contains 70818 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6444 members 
Mstep: Class 23 contains 70062 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18263 members 
Mstep: Class 29 contains 5329 members 
Mstep: Class 30 contains 18185 members 
Mstep: Class 31 contains 42261 members 
Mstep: Class 32 contains 29748 members 
Mstep: Class 33 contains 4522 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49862 members 
Mstep: Class 36 contains 78209 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 78466 members 
Mstep: Class 39 contains 53727 members 
Mstep: Class 40 contains 18141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794264.000000 Penalty: 89804.523438
Iteration 305Q: 41 clusters Score -1.277943e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 18042 members 
Mstep: Class 4 contains 68561 members 
Mstep: Class 5 contains 64606 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 17018 members 
Mstep: Class 9 contains 71627 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21489 members 
Mstep: Class 13 contains 6200 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 22254 members 
Mstep: Class 18 contains 70861 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6445 members 
Mstep: Class 23 contains 70222 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17123 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18252 members 
Mstep: Class 29 contains 5308 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 42224 members 
Mstep: Class 32 contains 29825 members 
Mstep: Class 33 contains 4535 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 49981 members 
Mstep: Class 36 contains 78164 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 79162 members 
Mstep: Class 39 contains 54106 members 
Mstep: Class 40 contains 18228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794400.000000 Penalty: 89804.523438
Iteration 306Q: 41 clusters Score -1.277944e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 68432 members 
Mstep: Class 5 contains 64528 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17005 members 
Mstep: Class 9 contains 71635 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21478 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 21159 members 
Mstep: Class 18 contains 70895 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 70357 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17129 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18245 members 
Mstep: Class 29 contains 5305 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 42177 members 
Mstep: Class 32 contains 29914 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 50095 members 
Mstep: Class 36 contains 78152 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 79897 members 
Mstep: Class 39 contains 54404 members 
Mstep: Class 40 contains 18316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794216.000000 Penalty: 89804.523438
Iteration 307Q: 41 clusters Score -1.277942e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 11883 members 
Mstep: Class 3 contains 18026 members 
Mstep: Class 4 contains 68298 members 
Mstep: Class 5 contains 64474 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 16997 members 
Mstep: Class 9 contains 71643 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21476 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 20091 members 
Mstep: Class 18 contains 70905 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 70498 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17130 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18237 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 18187 members 
Mstep: Class 31 contains 42136 members 
Mstep: Class 32 contains 30006 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 50233 members 
Mstep: Class 36 contains 78098 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 80679 members 
Mstep: Class 39 contains 54626 members 
Mstep: Class 40 contains 18393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794048.000000 Penalty: 89804.523438
Iteration 308Q: 41 clusters Score -1.27794e+08 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 18023 members 
Mstep: Class 4 contains 68156 members 
Mstep: Class 5 contains 64401 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 16995 members 
Mstep: Class 9 contains 71644 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21471 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 70924 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 70618 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17130 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18230 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 18177 members 
Mstep: Class 31 contains 42112 members 
Mstep: Class 32 contains 30106 members 
Mstep: Class 33 contains 4573 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 50398 members 
Mstep: Class 36 contains 77996 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 81477 members 
Mstep: Class 39 contains 54798 members 
Mstep: Class 40 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793584.000000 Penalty: 89804.523438
Iteration 309Q: 41 clusters Score -1.277936e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 18011 members 
Mstep: Class 4 contains 68039 members 
Mstep: Class 5 contains 64335 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 16987 members 
Mstep: Class 9 contains 71645 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21464 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 18074 members 
Mstep: Class 18 contains 70910 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 70701 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18212 members 
Mstep: Class 29 contains 5249 members 
Mstep: Class 30 contains 18173 members 
Mstep: Class 31 contains 42080 members 
Mstep: Class 32 contains 30235 members 
Mstep: Class 33 contains 4588 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 50569 members 
Mstep: Class 36 contains 77941 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 82329 members 
Mstep: Class 39 contains 54907 members 
Mstep: Class 40 contains 18527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793776.000000 Penalty: 89804.523438
Iteration 310Q: 41 clusters Score -1.277938e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 11884 members 
Mstep: Class 3 contains 17994 members 
Mstep: Class 4 contains 67954 members 
Mstep: Class 5 contains 64303 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 71629 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21465 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15462 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 17180 members 
Mstep: Class 18 contains 70847 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 70774 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17124 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18193 members 
Mstep: Class 29 contains 5225 members 
Mstep: Class 30 contains 18177 members 
Mstep: Class 31 contains 42049 members 
Mstep: Class 32 contains 30372 members 
Mstep: Class 33 contains 4605 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 50621 members 
Mstep: Class 36 contains 77914 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 83130 members 
Mstep: Class 39 contains 55085 members 
Mstep: Class 40 contains 18601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793688.000000 Penalty: 89804.523438
Iteration 311Q: 41 clusters Score -1.277937e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 11882 members 
Mstep: Class 3 contains 17983 members 
Mstep: Class 4 contains 67866 members 
Mstep: Class 5 contains 64260 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 17010 members 
Mstep: Class 9 contains 71610 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 16333 members 
Mstep: Class 18 contains 70781 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 70804 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17121 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18195 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 18184 members 
Mstep: Class 31 contains 42009 members 
Mstep: Class 32 contains 30492 members 
Mstep: Class 33 contains 4618 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 50542 members 
Mstep: Class 36 contains 77927 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 83922 members 
Mstep: Class 39 contains 55307 members 
Mstep: Class 40 contains 18698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793672.000000 Penalty: 89804.523438
Iteration 312Q: 41 clusters Score -1.277937e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 4 contains 67829 members 
Mstep: Class 5 contains 64219 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 17030 members 
Mstep: Class 9 contains 71615 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21459 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 15459 members 
Mstep: Class 18 contains 70690 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 70859 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17117 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18187 members 
Mstep: Class 29 contains 5197 members 
Mstep: Class 30 contains 18189 members 
Mstep: Class 31 contains 41988 members 
Mstep: Class 32 contains 30626 members 
Mstep: Class 33 contains 4636 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 50423 members 
Mstep: Class 36 contains 77848 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 84670 members 
Mstep: Class 39 contains 55628 members 
Mstep: Class 40 contains 18787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793576.000000 Penalty: 89804.523438
Iteration 313Q: 41 clusters Score -1.277936e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 67826 members 
Mstep: Class 5 contains 64182 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 71606 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21460 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15460 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 14582 members 
Mstep: Class 18 contains 70594 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 70905 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17116 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18188 members 
Mstep: Class 29 contains 5165 members 
Mstep: Class 30 contains 18195 members 
Mstep: Class 31 contains 41969 members 
Mstep: Class 32 contains 30746 members 
Mstep: Class 33 contains 4660 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 50216 members 
Mstep: Class 36 contains 77794 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 85401 members 
Mstep: Class 39 contains 56071 members 
Mstep: Class 40 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793408.000000 Penalty: 89804.523438
Iteration 314Q: 41 clusters Score -1.277934e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 17949 members 
Mstep: Class 4 contains 67790 members 
Mstep: Class 5 contains 64175 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 17048 members 
Mstep: Class 9 contains 71624 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21461 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 70476 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6404 members 
Mstep: Class 23 contains 70968 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17114 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18180 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 18208 members 
Mstep: Class 31 contains 41938 members 
Mstep: Class 32 contains 30870 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 49978 members 
Mstep: Class 36 contains 77723 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 86111 members 
Mstep: Class 39 contains 56526 members 
Mstep: Class 40 contains 18940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793328.000000 Penalty: 89804.523438
Iteration 315Q: 41 clusters Score -1.277933e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 17942 members 
Mstep: Class 4 contains 67763 members 
Mstep: Class 5 contains 64162 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 71627 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21457 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 12995 members 
Mstep: Class 18 contains 70355 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 71025 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17108 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18176 members 
Mstep: Class 29 contains 5064 members 
Mstep: Class 30 contains 18220 members 
Mstep: Class 31 contains 41918 members 
Mstep: Class 32 contains 31005 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 49727 members 
Mstep: Class 36 contains 77648 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 86824 members 
Mstep: Class 39 contains 56946 members 
Mstep: Class 40 contains 19018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792912.000000 Penalty: 89804.523438
Iteration 316Q: 41 clusters Score -1.277929e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 17930 members 
Mstep: Class 4 contains 67734 members 
Mstep: Class 5 contains 64143 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 17045 members 
Mstep: Class 9 contains 71636 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21456 members 
Mstep: Class 13 contains 6181 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 70242 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6401 members 
Mstep: Class 23 contains 71072 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17107 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18162 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 18227 members 
Mstep: Class 31 contains 41900 members 
Mstep: Class 32 contains 31132 members 
Mstep: Class 33 contains 4725 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 49460 members 
Mstep: Class 36 contains 77596 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 87549 members 
Mstep: Class 39 contains 57229 members 
Mstep: Class 40 contains 19082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792984.000000 Penalty: 89804.523438
Iteration 317Q: 41 clusters Score -1.27793e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 17922 members 
Mstep: Class 4 contains 67713 members 
Mstep: Class 5 contains 64104 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8087 members 
Mstep: Class 8 contains 17056 members 
Mstep: Class 9 contains 71646 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21461 members 
Mstep: Class 13 contains 6182 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 11924 members 
Mstep: Class 18 contains 70122 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 71141 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17107 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18145 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 18240 members 
Mstep: Class 31 contains 41877 members 
Mstep: Class 32 contains 31273 members 
Mstep: Class 33 contains 4737 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 49218 members 
Mstep: Class 36 contains 77496 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 88220 members 
Mstep: Class 39 contains 57369 members 
Mstep: Class 40 contains 19150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792664.000000 Penalty: 89804.523438
Iteration 318Q: 41 clusters Score -1.277927e+08 nChanged 2198
Entering ConstructFrom: 
Score: -127792664.000000 Penalty: 89804.523438
Entering ConstructFrom: 
Trying to split cluster 1 (74418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Entering Unmasked Estep 
Score: -9873916.000000 Penalty: 1822.836060
	Iteration 0F: 2 clusters Score -9873916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -9826848.000000 Penalty: 3645.672119
	Iteration 0F: 3 clusters Score -9826848 nChanged 35434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -9847305.000000 Penalty: 3645.672119
	Iteration 1F: 3 clusters Score -9847305 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -9848372.000000 Penalty: 3645.672119
	Iteration 2Q: 3 clusters Score -9848372 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -9849873.000000 Penalty: 3645.672119
	Iteration 3Q: 3 clusters Score -9849873 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -9852163.000000 Penalty: 3645.672119
	Iteration 4F: 3 clusters Score -9852163 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -9855887.000000 Penalty: 3645.672119
	Iteration 5F: 3 clusters Score -9855887 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -9860935.000000 Penalty: 3645.672119
	Iteration 6F: 3 clusters Score -9860935 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -9864945.000000 Penalty: 3645.672119
	Iteration 7F: 3 clusters Score -9864945 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -9867367.000000 Penalty: 3645.672119
	Iteration 8Q: 3 clusters Score -9867367 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -9868963.000000 Penalty: 3645.672119
	Iteration 9Q: 3 clusters Score -9868963 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -9870320.000000 Penalty: 3645.672119
	Iteration 10Q: 3 clusters Score -9870320 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9871470.000000 Penalty: 3645.672119
	Iteration 11Q: 3 clusters Score -9871470 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9872327.000000 Penalty: 3645.672119
	Iteration 12Q: 3 clusters Score -9872327 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -9873009.000000 Penalty: 3645.672119
	Iteration 13Q: 3 clusters Score -9873009 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9873536.000000 Penalty: 3645.672119
	Iteration 14Q: 3 clusters Score -9873536 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -9873848.000000 Penalty: 3645.672119
	Iteration 15Q: 3 clusters Score -9873848 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -9874018.000000 Penalty: 3645.672119
	Iteration 16Q: 3 clusters Score -9874018 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -9874124.000000 Penalty: 3645.672119
	Iteration 17Q: 3 clusters Score -9874124 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -9874173.000000 Penalty: 3645.672119
	Iteration 18Q: 3 clusters Score -9874173 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -9874215.000000 Penalty: 3645.672119
	Iteration 19Q: 3 clusters Score -9874215 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -9874217.000000 Penalty: 3645.672119
	Iteration 20F: 3 clusters Score -9874217 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -9874208.000000 Penalty: 3645.672119
	Iteration 21Q: 3 clusters Score -9874208 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -9874212.000000 Penalty: 3645.672119
	Iteration 22Q: 3 clusters Score -9874212 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -9874244.000000 Penalty: 3645.672119
	Iteration 23Q: 3 clusters Score -9874244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -9874244.000000 Penalty: 3645.672119
	Iteration 24Q: 3 clusters Score -9874244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -9874243.000000 Penalty: 3645.672119
	Iteration 25Q: 3 clusters Score -9874243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -9874236.000000 Penalty: 3645.672119
	Iteration 26Q: 3 clusters Score -9874236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -9874242.000000 Penalty: 3645.672119
	Iteration 27Q: 3 clusters Score -9874242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -9874239.000000 Penalty: 3645.672119
	Iteration 28Q: 3 clusters Score -9874239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -9874234.000000 Penalty: 3645.672119
	Iteration 29Q: 3 clusters Score -9874234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -9874228.000000 Penalty: 3645.672119
	Iteration 30Q: 3 clusters Score -9874228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -9874209.000000 Penalty: 3645.672119
	Iteration 31Q: 3 clusters Score -9874209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -9874202.000000 Penalty: 3645.672119
	Iteration 32Q: 3 clusters Score -9874202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -9874207.000000 Penalty: 3645.672119
	Iteration 33Q: 3 clusters Score -9874207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -9874204.000000 Penalty: 3645.672119
	Iteration 34Q: 3 clusters Score -9874204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -9874217.000000 Penalty: 3645.672119
	Iteration 35Q: 3 clusters Score -9874217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -9874212.000000 Penalty: 3645.672119
	Iteration 36Q: 3 clusters Score -9874212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -9874213.000000 Penalty: 3645.672119
	Iteration 37Q: 3 clusters Score -9874213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -9874206.000000 Penalty: 3645.672119
	Iteration 38Q: 3 clusters Score -9874206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -9874208.000000 Penalty: 3645.672119
	Iteration 39Q: 3 clusters Score -9874208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -9874208.000000 Penalty: 3645.672119
	Iteration 40F: 3 clusters Score -9874208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -9874211.000000 Penalty: 3645.672119
	Iteration 41Q: 3 clusters Score -9874211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -9874215.000000 Penalty: 3645.672119
	Iteration 42Q: 3 clusters Score -9874215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -9874226.000000 Penalty: 3645.672119
	Iteration 43Q: 3 clusters Score -9874226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -9874217.000000 Penalty: 3645.672119
	Iteration 44Q: 3 clusters Score -9874217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -9874220.000000 Penalty: 3645.672119
	Iteration 45Q: 3 clusters Score -9874220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -9874217.000000 Penalty: 3645.672119
	Iteration 46Q: 3 clusters Score -9874217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -9874221.000000 Penalty: 3645.672119
	Iteration 47Q: 3 clusters Score -9874221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -9874215.000000 Penalty: 3645.672119
	Iteration 48Q: 3 clusters Score -9874215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9874223.000000 Penalty: 3645.672119
	Iteration 49Q: 3 clusters Score -9874223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -9874218.000000 Penalty: 3645.672119
	Iteration 50Q: 3 clusters Score -9874218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9874218.000000 Penalty: 3645.672119
	Iteration 51Q: 3 clusters Score -9874218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -9874220.000000 Penalty: 3645.672119
	Iteration 52Q: 3 clusters Score -9874220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -9874224.000000 Penalty: 3645.672119
	Iteration 53Q: 3 clusters Score -9874224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -9874229.000000 Penalty: 3645.672119
	Iteration 54Q: 3 clusters Score -9874229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -9874223.000000 Penalty: 3645.672119
	Iteration 55Q: 3 clusters Score -9874223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -9874223.000000 Penalty: 3645.672119
	Iteration 56F: 3 clusters Score -9874223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 67706 members 
Mstep: Class 5 contains 64040 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 71677 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 6183 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 70013 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 71235 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17105 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18136 members 
Mstep: Class 29 contains 4961 members 
Mstep: Class 30 contains 18259 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 31405 members 
Mstep: Class 33 contains 4747 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 48989 members 
Mstep: Class 36 contains 77356 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 88770 members 
Mstep: Class 39 contains 57461 members 
Mstep: Class 40 contains 19204 members 
Mstep: Class 41 contains 54362 members 
Entering Unmasked Estep 
Score: -127792480.000000 Penalty: 92049.632812
Splitting cluster 1 changes total score from -127792664.000000 to -127792480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -1397247.375000 Penalty: 1524.126343
	Iteration 0F: 2 clusters Score -1397247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1388818.125000 Penalty: 3048.252686
	Iteration 0F: 3 clusters Score -1388818 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1391848.750000 Penalty: 3048.252686
	Iteration 1F: 3 clusters Score -1391849 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1392378.000000 Penalty: 3048.252686
	Iteration 2F: 3 clusters Score -1392378 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1392861.875000 Penalty: 3048.252686
	Iteration 3F: 3 clusters Score -1392862 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1393309.500000 Penalty: 3048.252686
	Iteration 4F: 3 clusters Score -1393310 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1393724.250000 Penalty: 3048.252686
	Iteration 5F: 3 clusters Score -1393724 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1394076.250000 Penalty: 3048.252686
	Iteration 6F: 3 clusters Score -1394076 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1394424.250000 Penalty: 3048.252686
	Iteration 7Q: 3 clusters Score -1394424 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1394718.375000 Penalty: 3048.252686
	Iteration 8Q: 3 clusters Score -1394718 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1394944.250000 Penalty: 3048.252686
	Iteration 9Q: 3 clusters Score -1394944 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1395115.500000 Penalty: 3048.252686
	Iteration 10Q: 3 clusters Score -1395116 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1395226.250000 Penalty: 3048.252686
	Iteration 11Q: 3 clusters Score -1395226 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1395324.625000 Penalty: 3048.252686
	Iteration 12Q: 3 clusters Score -1395325 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1395418.625000 Penalty: 3048.252686
	Iteration 13Q: 3 clusters Score -1395419 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1395497.250000 Penalty: 3048.252686
	Iteration 14Q: 3 clusters Score -1395497 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1395570.375000 Penalty: 3048.252686
	Iteration 15Q: 3 clusters Score -1395570 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1395646.750000 Penalty: 3048.252686
	Iteration 16Q: 3 clusters Score -1395647 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1395717.625000 Penalty: 3048.252686
	Iteration 17Q: 3 clusters Score -1395718 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1395791.125000 Penalty: 3048.252686
	Iteration 18Q: 3 clusters Score -1395791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1395847.000000 Penalty: 3048.252686
	Iteration 19Q: 3 clusters Score -1395847 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1395910.250000 Penalty: 3048.252686
	Iteration 20F: 3 clusters Score -1395910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1395975.250000 Penalty: 3048.252686
	Iteration 21Q: 3 clusters Score -1395975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1396033.250000 Penalty: 3048.252686
	Iteration 22Q: 3 clusters Score -1396033 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1396091.750000 Penalty: 3048.252686
	Iteration 23Q: 3 clusters Score -1396092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1396139.750000 Penalty: 3048.252686
	Iteration 24Q: 3 clusters Score -1396140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1396190.625000 Penalty: 3048.252686
	Iteration 25Q: 3 clusters Score -1396191 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1396232.875000 Penalty: 3048.252686
	Iteration 26Q: 3 clusters Score -1396233 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1396279.625000 Penalty: 3048.252686
	Iteration 27Q: 3 clusters Score -1396280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1396330.375000 Penalty: 3048.252686
	Iteration 28Q: 3 clusters Score -1396330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1396376.875000 Penalty: 3048.252686
	Iteration 29Q: 3 clusters Score -1396377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1396417.250000 Penalty: 3048.252686
	Iteration 30Q: 3 clusters Score -1396417 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1396449.125000 Penalty: 3048.252686
	Iteration 31Q: 3 clusters Score -1396449 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1396486.750000 Penalty: 3048.252686
	Iteration 32Q: 3 clusters Score -1396487 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1396525.625000 Penalty: 3048.252686
	Iteration 33Q: 3 clusters Score -1396526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1396555.625000 Penalty: 3048.252686
	Iteration 34Q: 3 clusters Score -1396556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1396592.500000 Penalty: 3048.252686
	Iteration 35Q: 3 clusters Score -1396592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1396634.750000 Penalty: 3048.252686
	Iteration 36Q: 3 clusters Score -1396635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1396680.000000 Penalty: 3048.252686
	Iteration 37Q: 3 clusters Score -1396680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1396714.000000 Penalty: 3048.252686
	Iteration 38Q: 3 clusters Score -1396714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1396756.750000 Penalty: 3048.252686
	Iteration 39Q: 3 clusters Score -1396757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1396790.125000 Penalty: 3048.252686
	Iteration 40F: 3 clusters Score -1396790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1396815.500000 Penalty: 3048.252686
	Iteration 41Q: 3 clusters Score -1396816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1396831.625000 Penalty: 3048.252686
	Iteration 42Q: 3 clusters Score -1396832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1396842.875000 Penalty: 3048.252686
	Iteration 43Q: 3 clusters Score -1396843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1396848.375000 Penalty: 3048.252686
	Iteration 44Q: 3 clusters Score -1396848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1396857.250000 Penalty: 3048.252686
	Iteration 45Q: 3 clusters Score -1396857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1396866.500000 Penalty: 3048.252686
	Iteration 46Q: 3 clusters Score -1396866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1396877.500000 Penalty: 3048.252686
	Iteration 47Q: 3 clusters Score -1396878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1396888.625000 Penalty: 3048.252686
	Iteration 48Q: 3 clusters Score -1396889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1396889.500000 Penalty: 3048.252686
	Iteration 49Q: 3 clusters Score -1396890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1396889.625000 Penalty: 3048.252686
	Iteration 50Q: 3 clusters Score -1396890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1396889.625000 Penalty: 3048.252686
	Iteration 51F: 3 clusters Score -1396890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Entering Unmasked Estep 
Score: -2311811.750000 Penalty: 1591.390137
	Iteration 0F: 2 clusters Score -2311812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2299566.500000 Penalty: 3182.780273
	Iteration 0F: 3 clusters Score -2299566 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2303878.250000 Penalty: 3182.780273
	Iteration 1F: 3 clusters Score -2303878 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2304185.750000 Penalty: 3182.780273
	Iteration 2F: 3 clusters Score -2304186 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2304451.250000 Penalty: 3182.780273
	Iteration 3Q: 3 clusters Score -2304451 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2304671.000000 Penalty: 3182.780273
	Iteration 4Q: 3 clusters Score -2304671 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2304940.500000 Penalty: 3182.780273
	Iteration 5Q: 3 clusters Score -2304940 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2305274.250000 Penalty: 3182.780273
	Iteration 6Q: 3 clusters Score -2305274 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2305664.250000 Penalty: 3182.780273
	Iteration 7Q: 3 clusters Score -2305664 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2306169.000000 Penalty: 3182.780273
	Iteration 8Q: 3 clusters Score -2306169 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2306753.000000 Penalty: 3182.780273
	Iteration 9F: 3 clusters Score -2306753 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2307382.500000 Penalty: 3182.780273
	Iteration 10Q: 3 clusters Score -2307382 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2308063.750000 Penalty: 3182.780273
	Iteration 11Q: 3 clusters Score -2308064 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2308655.000000 Penalty: 3182.780273
	Iteration 12Q: 3 clusters Score -2308655 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2309118.500000 Penalty: 3182.780273
	Iteration 13Q: 3 clusters Score -2309118 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2309422.000000 Penalty: 3182.780273
	Iteration 14Q: 3 clusters Score -2309422 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2309652.750000 Penalty: 3182.780273
	Iteration 15Q: 3 clusters Score -2309653 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2309815.250000 Penalty: 3182.780273
	Iteration 16Q: 3 clusters Score -2309815 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2309915.750000 Penalty: 3182.780273
	Iteration 17Q: 3 clusters Score -2309916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2309994.250000 Penalty: 3182.780273
	Iteration 18Q: 3 clusters Score -2309994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2310071.250000 Penalty: 3182.780273
	Iteration 19Q: 3 clusters Score -2310071 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2310130.250000 Penalty: 3182.780273
	Iteration 20F: 3 clusters Score -2310130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2310196.250000 Penalty: 3182.780273
	Iteration 21Q: 3 clusters Score -2310196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2310238.500000 Penalty: 3182.780273
	Iteration 22Q: 3 clusters Score -2310238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2310273.500000 Penalty: 3182.780273
	Iteration 23Q: 3 clusters Score -2310274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2310299.500000 Penalty: 3182.780273
	Iteration 24Q: 3 clusters Score -2310300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2310328.500000 Penalty: 3182.780273
	Iteration 25Q: 3 clusters Score -2310328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2310362.250000 Penalty: 3182.780273
	Iteration 26Q: 3 clusters Score -2310362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2310388.500000 Penalty: 3182.780273
	Iteration 27Q: 3 clusters Score -2310388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2310410.500000 Penalty: 3182.780273
	Iteration 28Q: 3 clusters Score -2310410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2310422.750000 Penalty: 3182.780273
	Iteration 29Q: 3 clusters Score -2310423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2310435.250000 Penalty: 3182.780273
	Iteration 30Q: 3 clusters Score -2310435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2310443.500000 Penalty: 3182.780273
	Iteration 31Q: 3 clusters Score -2310444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2310452.000000 Penalty: 3182.780273
	Iteration 32Q: 3 clusters Score -2310452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2310456.000000 Penalty: 3182.780273
	Iteration 33Q: 3 clusters Score -2310456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2310459.500000 Penalty: 3182.780273
	Iteration 34Q: 3 clusters Score -2310460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2310460.000000 Penalty: 3182.780273
	Iteration 35Q: 3 clusters Score -2310460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2310467.500000 Penalty: 3182.780273
	Iteration 36Q: 3 clusters Score -2310468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2310473.250000 Penalty: 3182.780273
	Iteration 37Q: 3 clusters Score -2310473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2310479.250000 Penalty: 3182.780273
	Iteration 38Q: 3 clusters Score -2310479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2310485.500000 Penalty: 3182.780273
	Iteration 39Q: 3 clusters Score -2310486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2310485.500000 Penalty: 3182.780273
	Iteration 40F: 3 clusters Score -2310486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2310489.000000 Penalty: 3182.780273
	Iteration 41Q: 3 clusters Score -2310489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2310491.000000 Penalty: 3182.780273
	Iteration 42Q: 3 clusters Score -2310491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2310495.500000 Penalty: 3182.780273
	Iteration 43Q: 3 clusters Score -2310496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2310496.250000 Penalty: 3182.780273
	Iteration 44Q: 3 clusters Score -2310496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2310495.750000 Penalty: 3182.780273
	Iteration 45Q: 3 clusters Score -2310496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2310498.000000 Penalty: 3182.780273
	Iteration 46Q: 3 clusters Score -2310498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2310498.500000 Penalty: 3182.780273
	Iteration 47Q: 3 clusters Score -2310498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2310499.000000 Penalty: 3182.780273
	Iteration 48Q: 3 clusters Score -2310499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2310501.500000 Penalty: 3182.780273
	Iteration 49Q: 3 clusters Score -2310502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2310501.500000 Penalty: 3182.780273
	Iteration 50F: 3 clusters Score -2310502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Entering Unmasked Estep 
Score: -8987111.000000 Penalty: 1807.476196
	Iteration 0F: 2 clusters Score -8987111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -8942743.000000 Penalty: 3614.952393
	Iteration 0F: 3 clusters Score -8942743 nChanged 31959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -8961049.000000 Penalty: 3614.952393
	Iteration 1F: 3 clusters Score -8961049 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -8961606.000000 Penalty: 3614.952393
	Iteration 2Q: 3 clusters Score -8961606 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -8962342.000000 Penalty: 3614.952393
	Iteration 3Q: 3 clusters Score -8962342 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -8963331.000000 Penalty: 3614.952393
	Iteration 4Q: 3 clusters Score -8963331 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -8964876.000000 Penalty: 3614.952393
	Iteration 5F: 3 clusters Score -8964876 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8967436.000000 Penalty: 3614.952393
	Iteration 6F: 3 clusters Score -8967436 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -8971356.000000 Penalty: 3614.952393
	Iteration 7F: 3 clusters Score -8971356 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -8976134.000000 Penalty: 3614.952393
	Iteration 8F: 3 clusters Score -8976134 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -8980966.000000 Penalty: 3614.952393
	Iteration 9F: 3 clusters Score -8980966 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -8983817.000000 Penalty: 3614.952393
	Iteration 10Q: 3 clusters Score -8983817 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -8984904.000000 Penalty: 3614.952393
	Iteration 11Q: 3 clusters Score -8984904 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -8985298.000000 Penalty: 3614.952393
	Iteration 12Q: 3 clusters Score -8985298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -8985426.000000 Penalty: 3614.952393
	Iteration 13Q: 3 clusters Score -8985426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -8985481.000000 Penalty: 3614.952393
	Iteration 14Q: 3 clusters Score -8985481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -8985511.000000 Penalty: 3614.952393
	Iteration 15Q: 3 clusters Score -8985511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -8985526.000000 Penalty: 3614.952393
	Iteration 16Q: 3 clusters Score -8985526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -8985545.000000 Penalty: 3614.952393
	Iteration 17Q: 3 clusters Score -8985545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -8985555.000000 Penalty: 3614.952393
	Iteration 18Q: 3 clusters Score -8985555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -8985568.000000 Penalty: 3614.952393
	Iteration 19Q: 3 clusters Score -8985568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -8985576.000000 Penalty: 3614.952393
	Iteration 20F: 3 clusters Score -8985576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -8985579.000000 Penalty: 3614.952393
	Iteration 21Q: 3 clusters Score -8985579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -8985586.000000 Penalty: 3614.952393
	Iteration 22Q: 3 clusters Score -8985586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -8985586.000000 Penalty: 3614.952393
	Iteration 23F: 3 clusters Score -8985586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Entering Unmasked Estep 
Score: -8502278.000000 Penalty: 1798.430298
	Iteration 0F: 2 clusters Score -8502278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -8459997.000000 Penalty: 3596.860596
	Iteration 0F: 3 clusters Score -8459997 nChanged 30173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -8477529.000000 Penalty: 3596.860596
	Iteration 1F: 3 clusters Score -8477529 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -8478586.000000 Penalty: 3596.860596
	Iteration 2Q: 3 clusters Score -8478586 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8480252.000000 Penalty: 3596.860596
	Iteration 3F: 3 clusters Score -8480252 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -8483125.000000 Penalty: 3596.860596
	Iteration 4F: 3 clusters Score -8483125 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -8487368.000000 Penalty: 3596.860596
	Iteration 5F: 3 clusters Score -8487368 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -8492622.000000 Penalty: 3596.860596
	Iteration 6F: 3 clusters Score -8492622 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8497028.000000 Penalty: 3596.860596
	Iteration 7F: 3 clusters Score -8497028 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8499350.000000 Penalty: 3596.860596
	Iteration 8Q: 3 clusters Score -8499350 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8500218.000000 Penalty: 3596.860596
	Iteration 9Q: 3 clusters Score -8500218 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8500480.000000 Penalty: 3596.860596
	Iteration 10Q: 3 clusters Score -8500480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8500582.000000 Penalty: 3596.860596
	Iteration 11Q: 3 clusters Score -8500582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8500632.000000 Penalty: 3596.860596
	Iteration 12Q: 3 clusters Score -8500632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8500673.000000 Penalty: 3596.860596
	Iteration 13Q: 3 clusters Score -8500673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8500684.000000 Penalty: 3596.860596
	Iteration 14Q: 3 clusters Score -8500684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8500692.000000 Penalty: 3596.860596
	Iteration 15Q: 3 clusters Score -8500692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8500692.000000 Penalty: 3596.860596
	Iteration 16Q: 3 clusters Score -8500692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8500692.000000 Penalty: 3596.860596
	Iteration 17F: 3 clusters Score -8500692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20281.451172 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20281.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20529.195312 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20529.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20605.929688 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20605.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20631.498047 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20664.757812 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20664.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20698.373047 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20698.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20721.654297 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -20721.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20723.005859 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -20723.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20723.005859 Penalty: 1790.551270
	Iteration 8F: 3 clusters Score -20723.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -1042133.937500 Penalty: 1462.217285
	Iteration 0F: 2 clusters Score -1042134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1036121.187500 Penalty: 2924.434570
	Iteration 0F: 3 clusters Score -1036121 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1037951.187500 Penalty: 2924.434570
	Iteration 1F: 3 clusters Score -1037951 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1038158.625000 Penalty: 2924.434570
	Iteration 2F: 3 clusters Score -1038159 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1038335.375000 Penalty: 2924.434570
	Iteration 3F: 3 clusters Score -1038335 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1038499.062500 Penalty: 2924.434570
	Iteration 4Q: 3 clusters Score -1038499 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1038649.000000 Penalty: 2924.434570
	Iteration 5Q: 3 clusters Score -1038649 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1038786.000000 Penalty: 2924.434570
	Iteration 6Q: 3 clusters Score -1038786 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1038911.187500 Penalty: 2924.434570
	Iteration 7Q: 3 clusters Score -1038911 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1039023.937500 Penalty: 2924.434570
	Iteration 8Q: 3 clusters Score -1039024 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1039127.750000 Penalty: 2924.434570
	Iteration 9Q: 3 clusters Score -1039128 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1039230.125000 Penalty: 2924.434570
	Iteration 10Q: 3 clusters Score -1039230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1039346.250000 Penalty: 2924.434570
	Iteration 11Q: 3 clusters Score -1039346 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1039479.125000 Penalty: 2924.434570
	Iteration 12Q: 3 clusters Score -1039479 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1039612.375000 Penalty: 2924.434570
	Iteration 13Q: 3 clusters Score -1039612 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1039764.250000 Penalty: 2924.434570
	Iteration 14Q: 3 clusters Score -1039764 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1039930.562500 Penalty: 2924.434570
	Iteration 15Q: 3 clusters Score -1039931 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1040110.500000 Penalty: 2924.434570
	Iteration 16Q: 3 clusters Score -1040110 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1040284.000000 Penalty: 2924.434570
	Iteration 17Q: 3 clusters Score -1040284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1040459.937500 Penalty: 2924.434570
	Iteration 18Q: 3 clusters Score -1040460 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1040608.062500 Penalty: 2924.434570
	Iteration 19Q: 3 clusters Score -1040608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1040713.062500 Penalty: 2924.434570
	Iteration 20F: 3 clusters Score -1040713 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1040780.875000 Penalty: 2924.434570
	Iteration 21Q: 3 clusters Score -1040781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1040816.312500 Penalty: 2924.434570
	Iteration 22Q: 3 clusters Score -1040816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1040837.937500 Penalty: 2924.434570
	Iteration 23Q: 3 clusters Score -1040838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1040861.375000 Penalty: 2924.434570
	Iteration 24Q: 3 clusters Score -1040861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1040880.375000 Penalty: 2924.434570
	Iteration 25Q: 3 clusters Score -1040880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1040895.437500 Penalty: 2924.434570
	Iteration 26Q: 3 clusters Score -1040895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1040909.125000 Penalty: 2924.434570
	Iteration 27Q: 3 clusters Score -1040909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1040921.687500 Penalty: 2924.434570
	Iteration 28Q: 3 clusters Score -1040922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1040933.125000 Penalty: 2924.434570
	Iteration 29Q: 3 clusters Score -1040933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1040939.375000 Penalty: 2924.434570
	Iteration 30Q: 3 clusters Score -1040939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1040943.875000 Penalty: 2924.434570
	Iteration 31Q: 3 clusters Score -1040944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1040947.000000 Penalty: 2924.434570
	Iteration 32Q: 3 clusters Score -1040947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1040948.687500 Penalty: 2924.434570
	Iteration 33Q: 3 clusters Score -1040949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1040951.125000 Penalty: 2924.434570
	Iteration 34Q: 3 clusters Score -1040951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1040951.812500 Penalty: 2924.434570
	Iteration 35Q: 3 clusters Score -1040952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1040953.812500 Penalty: 2924.434570
	Iteration 36Q: 3 clusters Score -1040954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1040954.250000 Penalty: 2924.434570
	Iteration 37Q: 3 clusters Score -1040954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1040954.000000 Penalty: 2924.434570
	Iteration 38Q: 3 clusters Score -1040954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1040954.000000 Penalty: 2924.434570
	Iteration 39F: 3 clusters Score -1040954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Entering Unmasked Estep 
Score: -2136510.000000 Penalty: 1583.432251
	Iteration 0F: 2 clusters Score -2136510 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 8581 members 
Entering Unmasked Estep 
Score: -2124868.250000 Penalty: 3166.864502
	Iteration 0F: 3 clusters Score -2124868 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2129043.500000 Penalty: 3166.864502
	Iteration 1F: 3 clusters Score -2129044 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2129332.750000 Penalty: 3166.864502
	Iteration 2Q: 3 clusters Score -2129333 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2129570.500000 Penalty: 3166.864502
	Iteration 3Q: 3 clusters Score -2129570 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2129799.500000 Penalty: 3166.864502
	Iteration 4Q: 3 clusters Score -2129800 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2130010.500000 Penalty: 3166.864502
	Iteration 5Q: 3 clusters Score -2130010 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2130267.000000 Penalty: 3166.864502
	Iteration 6Q: 3 clusters Score -2130267 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2130616.500000 Penalty: 3166.864502
	Iteration 7Q: 3 clusters Score -2130616 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2131076.000000 Penalty: 3166.864502
	Iteration 8Q: 3 clusters Score -2131076 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2131682.000000 Penalty: 3166.864502
	Iteration 9F: 3 clusters Score -2131682 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2132391.750000 Penalty: 3166.864502
	Iteration 10F: 3 clusters Score -2132392 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2133039.000000 Penalty: 3166.864502
	Iteration 11Q: 3 clusters Score -2133039 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2133661.750000 Penalty: 3166.864502
	Iteration 12Q: 3 clusters Score -2133662 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2134099.000000 Penalty: 3166.864502
	Iteration 13Q: 3 clusters Score -2134099 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2134386.500000 Penalty: 3166.864502
	Iteration 14Q: 3 clusters Score -2134386 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2134604.750000 Penalty: 3166.864502
	Iteration 15Q: 3 clusters Score -2134605 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2134754.500000 Penalty: 3166.864502
	Iteration 16Q: 3 clusters Score -2134754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2134869.750000 Penalty: 3166.864502
	Iteration 17Q: 3 clusters Score -2134870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2134954.750000 Penalty: 3166.864502
	Iteration 18Q: 3 clusters Score -2134955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2135024.250000 Penalty: 3166.864502
	Iteration 19Q: 3 clusters Score -2135024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2135081.250000 Penalty: 3166.864502
	Iteration 20F: 3 clusters Score -2135081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2135136.500000 Penalty: 3166.864502
	Iteration 21Q: 3 clusters Score -2135136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2135171.750000 Penalty: 3166.864502
	Iteration 22Q: 3 clusters Score -2135172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2135201.000000 Penalty: 3166.864502
	Iteration 23Q: 3 clusters Score -2135201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2135224.500000 Penalty: 3166.864502
	Iteration 24Q: 3 clusters Score -2135224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2135238.750000 Penalty: 3166.864502
	Iteration 25Q: 3 clusters Score -2135239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2135257.000000 Penalty: 3166.864502
	Iteration 26Q: 3 clusters Score -2135257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2135266.500000 Penalty: 3166.864502
	Iteration 27Q: 3 clusters Score -2135266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2135276.000000 Penalty: 3166.864502
	Iteration 28Q: 3 clusters Score -2135276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2135285.250000 Penalty: 3166.864502
	Iteration 29Q: 3 clusters Score -2135285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2135289.000000 Penalty: 3166.864502
	Iteration 30Q: 3 clusters Score -2135289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2135289.000000 Penalty: 3166.864502
	Iteration 31F: 3 clusters Score -2135289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Entering Unmasked Estep 
Score: -9143100.000000 Penalty: 1816.737793
	Iteration 0F: 2 clusters Score -9143100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -9095168.000000 Penalty: 3633.475586
	Iteration 0F: 3 clusters Score -9095168 nChanged 34092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -9115770.000000 Penalty: 3633.475586
	Iteration 1F: 3 clusters Score -9115770 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -9116940.000000 Penalty: 3633.475586
	Iteration 2Q: 3 clusters Score -9116940 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -9118461.000000 Penalty: 3633.475586
	Iteration 3Q: 3 clusters Score -9118461 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -9120611.000000 Penalty: 3633.475586
	Iteration 4F: 3 clusters Score -9120611 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -9123290.000000 Penalty: 3633.475586
	Iteration 5F: 3 clusters Score -9123290 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9126257.000000 Penalty: 3633.475586
	Iteration 6F: 3 clusters Score -9126257 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -9128946.000000 Penalty: 3633.475586
	Iteration 7F: 3 clusters Score -9128946 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -9130893.000000 Penalty: 3633.475586
	Iteration 8F: 3 clusters Score -9130893 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9131864.000000 Penalty: 3633.475586
	Iteration 9Q: 3 clusters Score -9131864 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -9132295.000000 Penalty: 3633.475586
	Iteration 10Q: 3 clusters Score -9132295 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -9132446.000000 Penalty: 3633.475586
	Iteration 11Q: 3 clusters Score -9132446 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -9132617.000000 Penalty: 3633.475586
	Iteration 12Q: 3 clusters Score -9132617 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -9132737.000000 Penalty: 3633.475586
	Iteration 13Q: 3 clusters Score -9132737 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -9132805.000000 Penalty: 3633.475586
	Iteration 14Q: 3 clusters Score -9132805 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -9132884.000000 Penalty: 3633.475586
	Iteration 15Q: 3 clusters Score -9132884 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -9132975.000000 Penalty: 3633.475586
	Iteration 16Q: 3 clusters Score -9132975 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -9133044.000000 Penalty: 3633.475586
	Iteration 17Q: 3 clusters Score -9133044 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -9133136.000000 Penalty: 3633.475586
	Iteration 18Q: 3 clusters Score -9133136 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -9133174.000000 Penalty: 3633.475586
	Iteration 19Q: 3 clusters Score -9133174 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -9133218.000000 Penalty: 3633.475586
	Iteration 20F: 3 clusters Score -9133218 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -9133273.000000 Penalty: 3633.475586
	Iteration 21Q: 3 clusters Score -9133273 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -9133290.000000 Penalty: 3633.475586
	Iteration 22Q: 3 clusters Score -9133290 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -9133318.000000 Penalty: 3633.475586
	Iteration 23Q: 3 clusters Score -9133318 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -9133348.000000 Penalty: 3633.475586
	Iteration 24Q: 3 clusters Score -9133348 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -9133394.000000 Penalty: 3633.475586
	Iteration 25Q: 3 clusters Score -9133394 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -9133442.000000 Penalty: 3633.475586
	Iteration 26Q: 3 clusters Score -9133442 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -9133475.000000 Penalty: 3633.475586
	Iteration 27Q: 3 clusters Score -9133475 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -9133495.000000 Penalty: 3633.475586
	Iteration 28Q: 3 clusters Score -9133495 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -9133536.000000 Penalty: 3633.475586
	Iteration 29Q: 3 clusters Score -9133536 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -9133604.000000 Penalty: 3633.475586
	Iteration 30Q: 3 clusters Score -9133604 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -9133641.000000 Penalty: 3633.475586
	Iteration 31Q: 3 clusters Score -9133641 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -9133693.000000 Penalty: 3633.475586
	Iteration 32Q: 3 clusters Score -9133693 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -9133683.000000 Penalty: 3633.475586
	Iteration 33Q: 3 clusters Score -9133683 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -9133726.000000 Penalty: 3633.475586
	Iteration 34Q: 3 clusters Score -9133726 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -9133795.000000 Penalty: 3633.475586
	Iteration 35Q: 3 clusters Score -9133795 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -9133821.000000 Penalty: 3633.475586
	Iteration 36Q: 3 clusters Score -9133821 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9133872.000000 Penalty: 3633.475586
	Iteration 37Q: 3 clusters Score -9133872 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -9133917.000000 Penalty: 3633.475586
	Iteration 38Q: 3 clusters Score -9133917 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9133996.000000 Penalty: 3633.475586
	Iteration 39Q: 3 clusters Score -9133996 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -9134054.000000 Penalty: 3633.475586
	Iteration 40F: 3 clusters Score -9134054 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9134125.000000 Penalty: 3633.475586
	Iteration 41Q: 3 clusters Score -9134125 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -9134257.000000 Penalty: 3633.475586
	Iteration 42Q: 3 clusters Score -9134257 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9134356.000000 Penalty: 3633.475586
	Iteration 43Q: 3 clusters Score -9134356 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -9134476.000000 Penalty: 3633.475586
	Iteration 44Q: 3 clusters Score -9134476 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -9134567.000000 Penalty: 3633.475586
	Iteration 45Q: 3 clusters Score -9134567 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -9134723.000000 Penalty: 3633.475586
	Iteration 46Q: 3 clusters Score -9134723 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -9134907.000000 Penalty: 3633.475586
	Iteration 47Q: 3 clusters Score -9134907 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -9135149.000000 Penalty: 3633.475586
	Iteration 48Q: 3 clusters Score -9135149 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -9135397.000000 Penalty: 3633.475586
	Iteration 49Q: 3 clusters Score -9135397 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -9135705.000000 Penalty: 3633.475586
	Iteration 50Q: 3 clusters Score -9135705 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -9136116.000000 Penalty: 3633.475586
	Iteration 51Q: 3 clusters Score -9136116 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -9136567.000000 Penalty: 3633.475586
	Iteration 52Q: 3 clusters Score -9136567 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -9137252.000000 Penalty: 3633.475586
	Iteration 53Q: 3 clusters Score -9137252 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -9137983.000000 Penalty: 3633.475586
	Iteration 54Q: 3 clusters Score -9137983 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -9138788.000000 Penalty: 3633.475586
	Iteration 55Q: 3 clusters Score -9138788 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -9139369.000000 Penalty: 3633.475586
	Iteration 56Q: 3 clusters Score -9139369 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -9139895.000000 Penalty: 3633.475586
	Iteration 57Q: 3 clusters Score -9139895 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -9140306.000000 Penalty: 3633.475586
	Iteration 58Q: 3 clusters Score -9140306 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -9140637.000000 Penalty: 3633.475586
	Iteration 59Q: 3 clusters Score -9140637 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -9140885.000000 Penalty: 3633.475586
	Iteration 60F: 3 clusters Score -9140885 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -9141113.000000 Penalty: 3633.475586
	Iteration 61Q: 3 clusters Score -9141113 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -9141315.000000 Penalty: 3633.475586
	Iteration 62Q: 3 clusters Score -9141315 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9141429.000000 Penalty: 3633.475586
	Iteration 63Q: 3 clusters Score -9141429 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -9141523.000000 Penalty: 3633.475586
	Iteration 64Q: 3 clusters Score -9141523 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -9141565.000000 Penalty: 3633.475586
	Iteration 65Q: 3 clusters Score -9141565 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -9141613.000000 Penalty: 3633.475586
	Iteration 66Q: 3 clusters Score -9141613 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -9141692.000000 Penalty: 3633.475586
	Iteration 67Q: 3 clusters Score -9141692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -9141716.000000 Penalty: 3633.475586
	Iteration 68Q: 3 clusters Score -9141716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -9141753.000000 Penalty: 3633.475586
	Iteration 69Q: 3 clusters Score -9141753 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9141814.000000 Penalty: 3633.475586
	Iteration 70Q: 3 clusters Score -9141814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -9141869.000000 Penalty: 3633.475586
	Iteration 71Q: 3 clusters Score -9141869 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -9141902.000000 Penalty: 3633.475586
	Iteration 72Q: 3 clusters Score -9141902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -9141912.000000 Penalty: 3633.475586
	Iteration 73Q: 3 clusters Score -9141912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -9141938.000000 Penalty: 3633.475586
	Iteration 74Q: 3 clusters Score -9141938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9141961.000000 Penalty: 3633.475586
	Iteration 75Q: 3 clusters Score -9141961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -9141996.000000 Penalty: 3633.475586
	Iteration 76Q: 3 clusters Score -9141996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -9142009.000000 Penalty: 3633.475586
	Iteration 77Q: 3 clusters Score -9142009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9142027.000000 Penalty: 3633.475586
	Iteration 78Q: 3 clusters Score -9142027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -9142023.000000 Penalty: 3633.475586
	Iteration 79Q: 3 clusters Score -9142023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -9142047.000000 Penalty: 3633.475586
	Iteration 80F: 3 clusters Score -9142047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -9142049.000000 Penalty: 3633.475586
	Iteration 81Q: 3 clusters Score -9142049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9142061.000000 Penalty: 3633.475586
	Iteration 82Q: 3 clusters Score -9142061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -9142067.000000 Penalty: 3633.475586
	Iteration 83Q: 3 clusters Score -9142067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -9142077.000000 Penalty: 3633.475586
	Iteration 84Q: 3 clusters Score -9142077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -9142072.000000 Penalty: 3633.475586
	Iteration 85Q: 3 clusters Score -9142072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -9142082.000000 Penalty: 3633.475586
	Iteration 86Q: 3 clusters Score -9142082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -9142077.000000 Penalty: 3633.475586
	Iteration 87Q: 3 clusters Score -9142077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -9142084.000000 Penalty: 3633.475586
	Iteration 88Q: 3 clusters Score -9142084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9142093.000000 Penalty: 3633.475586
	Iteration 89Q: 3 clusters Score -9142093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -9142089.000000 Penalty: 3633.475586
	Iteration 90Q: 3 clusters Score -9142089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -9142094.000000 Penalty: 3633.475586
	Iteration 91Q: 3 clusters Score -9142094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -9142112.000000 Penalty: 3633.475586
	Iteration 92Q: 3 clusters Score -9142112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -9142113.000000 Penalty: 3633.475586
	Iteration 93Q: 3 clusters Score -9142113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9142113.000000 Penalty: 3633.475586
	Iteration 94Q: 3 clusters Score -9142113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -9142122.000000 Penalty: 3633.475586
	Iteration 95Q: 3 clusters Score -9142122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -9142120.000000 Penalty: 3633.475586
	Iteration 96Q: 3 clusters Score -9142120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -9142121.000000 Penalty: 3633.475586
	Iteration 97Q: 3 clusters Score -9142121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -9142131.000000 Penalty: 3633.475586
	Iteration 98Q: 3 clusters Score -9142131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -9142125.000000 Penalty: 3633.475586
	Iteration 99Q: 3 clusters Score -9142125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -9142124.000000 Penalty: 3633.475586
	Iteration 100F: 3 clusters Score -9142124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -9142124.000000 Penalty: 3633.475586
	Iteration 101Q: 3 clusters Score -9142124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -9142123.000000 Penalty: 3633.475586
	Iteration 102Q: 3 clusters Score -9142123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -9142130.000000 Penalty: 3633.475586
	Iteration 103Q: 3 clusters Score -9142130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -9142128.000000 Penalty: 3633.475586
	Iteration 104Q: 3 clusters Score -9142128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -9142130.000000 Penalty: 3633.475586
	Iteration 105Q: 3 clusters Score -9142130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -9142125.000000 Penalty: 3633.475586
	Iteration 106Q: 3 clusters Score -9142125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -9142139.000000 Penalty: 3633.475586
	Iteration 107Q: 3 clusters Score -9142139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -9142136.000000 Penalty: 3633.475586
	Iteration 108Q: 3 clusters Score -9142136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -9142134.000000 Penalty: 3633.475586
	Iteration 109Q: 3 clusters Score -9142134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -9142139.000000 Penalty: 3633.475586
	Iteration 110Q: 3 clusters Score -9142139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9142140.000000 Penalty: 3633.475586
	Iteration 111Q: 3 clusters Score -9142140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -9142144.000000 Penalty: 3633.475586
	Iteration 112Q: 3 clusters Score -9142144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -9142141.000000 Penalty: 3633.475586
	Iteration 113Q: 3 clusters Score -9142141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -9142141.000000 Penalty: 3633.475586
	Iteration 114F: 3 clusters Score -9142141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -715676.562500 Penalty: 1404.134155
	Iteration 0F: 2 clusters Score -715676.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -711268.500000 Penalty: 2808.268311
	Iteration 0F: 3 clusters Score -711268.5 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -712615.437500 Penalty: 2808.268311
	Iteration 1F: 3 clusters Score -712615.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -712886.937500 Penalty: 2808.268311
	Iteration 2F: 3 clusters Score -712886.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -713058.562500 Penalty: 2808.268311
	Iteration 3F: 3 clusters Score -713058.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -713190.000000 Penalty: 2808.268311
	Iteration 4Q: 3 clusters Score -713190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -713292.562500 Penalty: 2808.268311
	Iteration 5Q: 3 clusters Score -713292.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -713373.062500 Penalty: 2808.268311
	Iteration 6Q: 3 clusters Score -713373.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -713447.937500 Penalty: 2808.268311
	Iteration 7Q: 3 clusters Score -713447.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -713530.500000 Penalty: 2808.268311
	Iteration 8Q: 3 clusters Score -713530.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -713600.187500 Penalty: 2808.268311
	Iteration 9Q: 3 clusters Score -713600.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -713661.000000 Penalty: 2808.268311
	Iteration 10Q: 3 clusters Score -713661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -713731.562500 Penalty: 2808.268311
	Iteration 11Q: 3 clusters Score -713731.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -713807.062500 Penalty: 2808.268311
	Iteration 12Q: 3 clusters Score -713807.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -713875.187500 Penalty: 2808.268311
	Iteration 13Q: 3 clusters Score -713875.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -713939.875000 Penalty: 2808.268311
	Iteration 14Q: 3 clusters Score -713939.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -713998.812500 Penalty: 2808.268311
	Iteration 15Q: 3 clusters Score -713998.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -714058.062500 Penalty: 2808.268311
	Iteration 16Q: 3 clusters Score -714058.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -714111.562500 Penalty: 2808.268311
	Iteration 17Q: 3 clusters Score -714111.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -714158.625000 Penalty: 2808.268311
	Iteration 18Q: 3 clusters Score -714158.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -714208.750000 Penalty: 2808.268311
	Iteration 19Q: 3 clusters Score -714208.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -714247.000000 Penalty: 2808.268311
	Iteration 20F: 3 clusters Score -714247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -714282.687500 Penalty: 2808.268311
	Iteration 21Q: 3 clusters Score -714282.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -714308.937500 Penalty: 2808.268311
	Iteration 22Q: 3 clusters Score -714308.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -714336.000000 Penalty: 2808.268311
	Iteration 23Q: 3 clusters Score -714336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -714365.562500 Penalty: 2808.268311
	Iteration 24Q: 3 clusters Score -714365.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -714398.375000 Penalty: 2808.268311
	Iteration 25Q: 3 clusters Score -714398.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -714425.125000 Penalty: 2808.268311
	Iteration 26Q: 3 clusters Score -714425.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -714451.187500 Penalty: 2808.268311
	Iteration 27Q: 3 clusters Score -714451.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -714470.562500 Penalty: 2808.268311
	Iteration 28Q: 3 clusters Score -714470.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -714487.875000 Penalty: 2808.268311
	Iteration 29Q: 3 clusters Score -714487.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -714498.687500 Penalty: 2808.268311
	Iteration 30Q: 3 clusters Score -714498.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -714511.062500 Penalty: 2808.268311
	Iteration 31Q: 3 clusters Score -714511.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -714527.375000 Penalty: 2808.268311
	Iteration 32Q: 3 clusters Score -714527.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -714548.312500 Penalty: 2808.268311
	Iteration 33Q: 3 clusters Score -714548.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -714560.687500 Penalty: 2808.268311
	Iteration 34Q: 3 clusters Score -714560.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -714574.437500 Penalty: 2808.268311
	Iteration 35Q: 3 clusters Score -714574.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -714587.312500 Penalty: 2808.268311
	Iteration 36Q: 3 clusters Score -714587.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -714596.500000 Penalty: 2808.268311
	Iteration 37Q: 3 clusters Score -714596.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -714609.375000 Penalty: 2808.268311
	Iteration 38Q: 3 clusters Score -714609.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -714620.500000 Penalty: 2808.268311
	Iteration 39Q: 3 clusters Score -714620.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -714626.125000 Penalty: 2808.268311
	Iteration 40F: 3 clusters Score -714626.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -714638.000000 Penalty: 2808.268311
	Iteration 41Q: 3 clusters Score -714638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -714647.250000 Penalty: 2808.268311
	Iteration 42Q: 3 clusters Score -714647.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -714661.125000 Penalty: 2808.268311
	Iteration 43Q: 3 clusters Score -714661.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -714670.562500 Penalty: 2808.268311
	Iteration 44Q: 3 clusters Score -714670.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -714684.625000 Penalty: 2808.268311
	Iteration 45Q: 3 clusters Score -714684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -714693.687500 Penalty: 2808.268311
	Iteration 46Q: 3 clusters Score -714693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -714700.687500 Penalty: 2808.268311
	Iteration 47Q: 3 clusters Score -714700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -714705.750000 Penalty: 2808.268311
	Iteration 48Q: 3 clusters Score -714705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -714710.687500 Penalty: 2808.268311
	Iteration 49Q: 3 clusters Score -714710.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -714715.000000 Penalty: 2808.268311
	Iteration 50Q: 3 clusters Score -714715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -714720.500000 Penalty: 2808.268311
	Iteration 51Q: 3 clusters Score -714720.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -714728.875000 Penalty: 2808.268311
	Iteration 52Q: 3 clusters Score -714728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -714732.500000 Penalty: 2808.268311
	Iteration 53Q: 3 clusters Score -714732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -714735.000000 Penalty: 2808.268311
	Iteration 54Q: 3 clusters Score -714735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -714736.375000 Penalty: 2808.268311
	Iteration 55Q: 3 clusters Score -714736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -714738.625000 Penalty: 2808.268311
	Iteration 56Q: 3 clusters Score -714738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -714743.187500 Penalty: 2808.268311
	Iteration 57Q: 3 clusters Score -714743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -714744.250000 Penalty: 2808.268311
	Iteration 58Q: 3 clusters Score -714744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -714744.500000 Penalty: 2808.268311
	Iteration 59Q: 3 clusters Score -714744.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -714744.500000 Penalty: 2808.268311
	Iteration 60F: 3 clusters Score -714744.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -192478.515625 Penalty: 1208.641724
	Iteration 0F: 2 clusters Score -192478.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -190638.015625 Penalty: 2417.283447
	Iteration 0F: 3 clusters Score -190638 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -191166.343750 Penalty: 2417.283447
	Iteration 1F: 3 clusters Score -191166.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191325.781250 Penalty: 2417.283447
	Iteration 2F: 3 clusters Score -191325.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191436.343750 Penalty: 2417.283447
	Iteration 3F: 3 clusters Score -191436.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -191537.968750 Penalty: 2417.283447
	Iteration 4F: 3 clusters Score -191538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -191603.875000 Penalty: 2417.283447
	Iteration 5Q: 3 clusters Score -191603.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -191672.453125 Penalty: 2417.283447
	Iteration 6Q: 3 clusters Score -191672.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -191727.546875 Penalty: 2417.283447
	Iteration 7Q: 3 clusters Score -191727.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -191781.625000 Penalty: 2417.283447
	Iteration 8Q: 3 clusters Score -191781.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -191845.546875 Penalty: 2417.283447
	Iteration 9Q: 3 clusters Score -191845.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -191904.437500 Penalty: 2417.283447
	Iteration 10Q: 3 clusters Score -191904.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -191945.359375 Penalty: 2417.283447
	Iteration 11Q: 3 clusters Score -191945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -191986.171875 Penalty: 2417.283447
	Iteration 12Q: 3 clusters Score -191986.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192009.640625 Penalty: 2417.283447
	Iteration 13Q: 3 clusters Score -192009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -192019.078125 Penalty: 2417.283447
	Iteration 14Q: 3 clusters Score -192019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -192024.281250 Penalty: 2417.283447
	Iteration 15Q: 3 clusters Score -192024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -192029.843750 Penalty: 2417.283447
	Iteration 16Q: 3 clusters Score -192029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -192033.281250 Penalty: 2417.283447
	Iteration 17Q: 3 clusters Score -192033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -192034.281250 Penalty: 2417.283447
	Iteration 18Q: 3 clusters Score -192034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -192037.125000 Penalty: 2417.283447
	Iteration 19Q: 3 clusters Score -192037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -192038.265625 Penalty: 2417.283447
	Iteration 20F: 3 clusters Score -192038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -192044.281250 Penalty: 2417.283447
	Iteration 21Q: 3 clusters Score -192044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192047.062500 Penalty: 2417.283447
	Iteration 22Q: 3 clusters Score -192047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -192049.296875 Penalty: 2417.283447
	Iteration 23Q: 3 clusters Score -192049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192050.968750 Penalty: 2417.283447
	Iteration 24Q: 3 clusters Score -192051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192051.390625 Penalty: 2417.283447
	Iteration 25Q: 3 clusters Score -192051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192051.390625 Penalty: 2417.283447
	Iteration 26F: 3 clusters Score -192051.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Entering Unmasked Estep 
Score: -2789576.750000 Penalty: 1620.841919
	Iteration 0F: 2 clusters Score -2789577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2775090.500000 Penalty: 3241.683838
	Iteration 0F: 3 clusters Score -2775090 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2780795.250000 Penalty: 3241.683838
	Iteration 1F: 3 clusters Score -2780795 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2781484.250000 Penalty: 3241.683838
	Iteration 2F: 3 clusters Score -2781484 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2782282.500000 Penalty: 3241.683838
	Iteration 3F: 3 clusters Score -2782282 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2783098.500000 Penalty: 3241.683838
	Iteration 4F: 3 clusters Score -2783098 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2783904.750000 Penalty: 3241.683838
	Iteration 5F: 3 clusters Score -2783905 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2784783.000000 Penalty: 3241.683838
	Iteration 6F: 3 clusters Score -2784783 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2785630.750000 Penalty: 3241.683838
	Iteration 7F: 3 clusters Score -2785631 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2786407.000000 Penalty: 3241.683838
	Iteration 8Q: 3 clusters Score -2786407 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2787036.500000 Penalty: 3241.683838
	Iteration 9Q: 3 clusters Score -2787036 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2787467.500000 Penalty: 3241.683838
	Iteration 10Q: 3 clusters Score -2787468 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2787729.000000 Penalty: 3241.683838
	Iteration 11Q: 3 clusters Score -2787729 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2787885.750000 Penalty: 3241.683838
	Iteration 12Q: 3 clusters Score -2787886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2787987.250000 Penalty: 3241.683838
	Iteration 13Q: 3 clusters Score -2787987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2788046.750000 Penalty: 3241.683838
	Iteration 14Q: 3 clusters Score -2788047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2788082.500000 Penalty: 3241.683838
	Iteration 15Q: 3 clusters Score -2788082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2788122.250000 Penalty: 3241.683838
	Iteration 16Q: 3 clusters Score -2788122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2788136.000000 Penalty: 3241.683838
	Iteration 17Q: 3 clusters Score -2788136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2788155.500000 Penalty: 3241.683838
	Iteration 18Q: 3 clusters Score -2788156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2788164.000000 Penalty: 3241.683838
	Iteration 19Q: 3 clusters Score -2788164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2788166.000000 Penalty: 3241.683838
	Iteration 20F: 3 clusters Score -2788166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2788167.250000 Penalty: 3241.683838
	Iteration 21Q: 3 clusters Score -2788167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2788169.250000 Penalty: 3241.683838
	Iteration 22Q: 3 clusters Score -2788169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2788173.750000 Penalty: 3241.683838
	Iteration 23Q: 3 clusters Score -2788174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2788175.000000 Penalty: 3241.683838
	Iteration 24Q: 3 clusters Score -2788175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2788175.000000 Penalty: 3241.683838
	Iteration 25F: 3 clusters Score -2788175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -814172.937500 Penalty: 1418.553345
	Iteration 0F: 2 clusters Score -814172.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -809495.875000 Penalty: 2837.106689
	Iteration 0F: 3 clusters Score -809495.9 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -810848.625000 Penalty: 2837.106689
	Iteration 1F: 3 clusters Score -810848.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -811047.625000 Penalty: 2837.106689
	Iteration 2F: 3 clusters Score -811047.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -811174.375000 Penalty: 2837.106689
	Iteration 3Q: 3 clusters Score -811174.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -811283.437500 Penalty: 2837.106689
	Iteration 4Q: 3 clusters Score -811283.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -811381.375000 Penalty: 2837.106689
	Iteration 5Q: 3 clusters Score -811381.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -811503.250000 Penalty: 2837.106689
	Iteration 6Q: 3 clusters Score -811503.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -811646.125000 Penalty: 2837.106689
	Iteration 7Q: 3 clusters Score -811646.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -811822.437500 Penalty: 2837.106689
	Iteration 8Q: 3 clusters Score -811822.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -811991.625000 Penalty: 2837.106689
	Iteration 9Q: 3 clusters Score -811991.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -812126.625000 Penalty: 2837.106689
	Iteration 10Q: 3 clusters Score -812126.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -812255.437500 Penalty: 2837.106689
	Iteration 11Q: 3 clusters Score -812255.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -812370.562500 Penalty: 2837.106689
	Iteration 12Q: 3 clusters Score -812370.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -812453.062500 Penalty: 2837.106689
	Iteration 13Q: 3 clusters Score -812453.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -812522.375000 Penalty: 2837.106689
	Iteration 14Q: 3 clusters Score -812522.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -812589.500000 Penalty: 2837.106689
	Iteration 15Q: 3 clusters Score -812589.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -812646.437500 Penalty: 2837.106689
	Iteration 16Q: 3 clusters Score -812646.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -812695.937500 Penalty: 2837.106689
	Iteration 17Q: 3 clusters Score -812695.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -812733.375000 Penalty: 2837.106689
	Iteration 18Q: 3 clusters Score -812733.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -812756.312500 Penalty: 2837.106689
	Iteration 19Q: 3 clusters Score -812756.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -812781.062500 Penalty: 2837.106689
	Iteration 20F: 3 clusters Score -812781.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -812795.625000 Penalty: 2837.106689
	Iteration 21Q: 3 clusters Score -812795.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -812814.000000 Penalty: 2837.106689
	Iteration 22Q: 3 clusters Score -812814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -812824.750000 Penalty: 2837.106689
	Iteration 23Q: 3 clusters Score -812824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -812832.250000 Penalty: 2837.106689
	Iteration 24Q: 3 clusters Score -812832.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -812838.000000 Penalty: 2837.106689
	Iteration 25Q: 3 clusters Score -812838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -812843.687500 Penalty: 2837.106689
	Iteration 26Q: 3 clusters Score -812843.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -812850.875000 Penalty: 2837.106689
	Iteration 27Q: 3 clusters Score -812850.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -812856.875000 Penalty: 2837.106689
	Iteration 28Q: 3 clusters Score -812856.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -812863.375000 Penalty: 2837.106689
	Iteration 29Q: 3 clusters Score -812863.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -812869.375000 Penalty: 2837.106689
	Iteration 30Q: 3 clusters Score -812869.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -812873.750000 Penalty: 2837.106689
	Iteration 31Q: 3 clusters Score -812873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -812875.062500 Penalty: 2837.106689
	Iteration 32Q: 3 clusters Score -812875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -812874.937500 Penalty: 2837.106689
	Iteration 33Q: 3 clusters Score -812874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -812874.875000 Penalty: 2837.106689
	Iteration 34Q: 3 clusters Score -812874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -812875.875000 Penalty: 2837.106689
	Iteration 35Q: 3 clusters Score -812875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -812876.375000 Penalty: 2837.106689
	Iteration 36Q: 3 clusters Score -812876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -812876.437500 Penalty: 2837.106689
	Iteration 37Q: 3 clusters Score -812876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -812877.187500 Penalty: 2837.106689
	Iteration 38Q: 3 clusters Score -812877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -812879.250000 Penalty: 2837.106689
	Iteration 39Q: 3 clusters Score -812879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -812877.750000 Penalty: 2837.106689
	Iteration 40F: 3 clusters Score -812877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -812881.062500 Penalty: 2837.106689
	Iteration 41Q: 3 clusters Score -812881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -812881.312500 Penalty: 2837.106689
	Iteration 42Q: 3 clusters Score -812881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -812882.250000 Penalty: 2837.106689
	Iteration 43Q: 3 clusters Score -812882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -812883.062500 Penalty: 2837.106689
	Iteration 44Q: 3 clusters Score -812883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -812885.062500 Penalty: 2837.106689
	Iteration 45Q: 3 clusters Score -812885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -812886.750000 Penalty: 2837.106689
	Iteration 46Q: 3 clusters Score -812886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -812887.750000 Penalty: 2837.106689
	Iteration 47Q: 3 clusters Score -812887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -812887.187500 Penalty: 2837.106689
	Iteration 48Q: 3 clusters Score -812887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -812887.750000 Penalty: 2837.106689
	Iteration 49Q: 3 clusters Score -812887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -812887.687500 Penalty: 2837.106689
	Iteration 50Q: 3 clusters Score -812887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -812889.312500 Penalty: 2837.106689
	Iteration 51Q: 3 clusters Score -812889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -812892.125000 Penalty: 2837.106689
	Iteration 52Q: 3 clusters Score -812892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -812893.250000 Penalty: 2837.106689
	Iteration 53Q: 3 clusters Score -812893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -812892.187500 Penalty: 2837.106689
	Iteration 54Q: 3 clusters Score -812892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -812892.937500 Penalty: 2837.106689
	Iteration 55Q: 3 clusters Score -812892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -812890.562500 Penalty: 2837.106689
	Iteration 56Q: 3 clusters Score -812890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -812892.375000 Penalty: 2837.106689
	Iteration 57Q: 3 clusters Score -812892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -812893.500000 Penalty: 2837.106689
	Iteration 58Q: 3 clusters Score -812893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -812893.625000 Penalty: 2837.106689
	Iteration 59Q: 3 clusters Score -812893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -812892.875000 Penalty: 2837.106689
	Iteration 60F: 3 clusters Score -812892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -812895.625000 Penalty: 2837.106689
	Iteration 61Q: 3 clusters Score -812895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -812895.250000 Penalty: 2837.106689
	Iteration 62Q: 3 clusters Score -812895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -812895.125000 Penalty: 2837.106689
	Iteration 63Q: 3 clusters Score -812895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -812896.375000 Penalty: 2837.106689
	Iteration 64Q: 3 clusters Score -812896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -812897.000000 Penalty: 2837.106689
	Iteration 65Q: 3 clusters Score -812897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -812898.812500 Penalty: 2837.106689
	Iteration 66Q: 3 clusters Score -812898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -812898.812500 Penalty: 2837.106689
	Iteration 67Q: 3 clusters Score -812898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -812898.000000 Penalty: 2837.106689
	Iteration 68Q: 3 clusters Score -812898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -812897.062500 Penalty: 2837.106689
	Iteration 69Q: 3 clusters Score -812897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -812898.250000 Penalty: 2837.106689
	Iteration 70Q: 3 clusters Score -812898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -812898.250000 Penalty: 2837.106689
	Iteration 71F: 3 clusters Score -812898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -619998.500000 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -619998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -616108.875000 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -616108.9 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -617198.062500 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -617198.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -617430.125000 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -617430.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -617611.062500 Penalty: 2757.652100
	Iteration 3F: 3 clusters Score -617611.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -617793.812500 Penalty: 2757.652100
	Iteration 4F: 3 clusters Score -617793.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -617959.312500 Penalty: 2757.652100
	Iteration 5Q: 3 clusters Score -617959.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -618094.937500 Penalty: 2757.652100
	Iteration 6Q: 3 clusters Score -618094.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -618240.812500 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -618240.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -618370.812500 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -618370.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -618461.312500 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -618461.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -618521.375000 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -618521.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -618570.500000 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -618570.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -618595.625000 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -618595.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -618613.687500 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -618613.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -618626.812500 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -618626.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -618635.687500 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -618635.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -618642.062500 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -618642.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -618644.687500 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -618644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -618647.625000 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -618647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -618648.437500 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -618648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -618650.187500 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -618650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -618651.875000 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -618651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -618651.187500 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -618651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -618651.187500 Penalty: 2757.652100
	Iteration 23F: 3 clusters Score -618651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Entering Unmasked Estep 
Score: -1956434.625000 Penalty: 1567.508301
	Iteration 0F: 2 clusters Score -1956435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1945715.875000 Penalty: 3135.016602
	Iteration 0F: 3 clusters Score -1945716 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1949679.375000 Penalty: 3135.016602
	Iteration 1F: 3 clusters Score -1949679 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1950031.750000 Penalty: 3135.016602
	Iteration 2F: 3 clusters Score -1950032 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1950352.625000 Penalty: 3135.016602
	Iteration 3Q: 3 clusters Score -1950353 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1950630.375000 Penalty: 3135.016602
	Iteration 4Q: 3 clusters Score -1950630 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1950906.875000 Penalty: 3135.016602
	Iteration 5Q: 3 clusters Score -1950907 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1951177.625000 Penalty: 3135.016602
	Iteration 6Q: 3 clusters Score -1951178 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1951511.375000 Penalty: 3135.016602
	Iteration 7Q: 3 clusters Score -1951511 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1951930.000000 Penalty: 3135.016602
	Iteration 8Q: 3 clusters Score -1951930 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1952447.625000 Penalty: 3135.016602
	Iteration 9Q: 3 clusters Score -1952448 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1953025.000000 Penalty: 3135.016602
	Iteration 10F: 3 clusters Score -1953025 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1953589.625000 Penalty: 3135.016602
	Iteration 11Q: 3 clusters Score -1953590 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1954045.500000 Penalty: 3135.016602
	Iteration 12Q: 3 clusters Score -1954046 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1954378.625000 Penalty: 3135.016602
	Iteration 13Q: 3 clusters Score -1954379 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1954626.875000 Penalty: 3135.016602
	Iteration 14Q: 3 clusters Score -1954627 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1954832.875000 Penalty: 3135.016602
	Iteration 15Q: 3 clusters Score -1954833 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1954986.375000 Penalty: 3135.016602
	Iteration 16Q: 3 clusters Score -1954986 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1955109.125000 Penalty: 3135.016602
	Iteration 17Q: 3 clusters Score -1955109 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1955181.125000 Penalty: 3135.016602
	Iteration 18Q: 3 clusters Score -1955181 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1955240.375000 Penalty: 3135.016602
	Iteration 19Q: 3 clusters Score -1955240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1955286.000000 Penalty: 3135.016602
	Iteration 20F: 3 clusters Score -1955286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1955326.625000 Penalty: 3135.016602
	Iteration 21Q: 3 clusters Score -1955327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1955337.000000 Penalty: 3135.016602
	Iteration 22Q: 3 clusters Score -1955337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1955360.750000 Penalty: 3135.016602
	Iteration 23Q: 3 clusters Score -1955361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1955371.125000 Penalty: 3135.016602
	Iteration 24Q: 3 clusters Score -1955371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1955384.625000 Penalty: 3135.016602
	Iteration 25Q: 3 clusters Score -1955385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1955393.750000 Penalty: 3135.016602
	Iteration 26Q: 3 clusters Score -1955394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1955397.000000 Penalty: 3135.016602
	Iteration 27Q: 3 clusters Score -1955397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1955403.750000 Penalty: 3135.016602
	Iteration 28Q: 3 clusters Score -1955404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1955407.250000 Penalty: 3135.016602
	Iteration 29Q: 3 clusters Score -1955407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1955408.875000 Penalty: 3135.016602
	Iteration 30Q: 3 clusters Score -1955409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1955412.125000 Penalty: 3135.016602
	Iteration 31Q: 3 clusters Score -1955412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1955411.375000 Penalty: 3135.016602
	Iteration 32Q: 3 clusters Score -1955411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1955414.750000 Penalty: 3135.016602
	Iteration 33Q: 3 clusters Score -1955415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1955423.750000 Penalty: 3135.016602
	Iteration 34Q: 3 clusters Score -1955424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1955425.250000 Penalty: 3135.016602
	Iteration 35Q: 3 clusters Score -1955425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1955431.250000 Penalty: 3135.016602
	Iteration 36Q: 3 clusters Score -1955431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1955434.500000 Penalty: 3135.016602
	Iteration 37Q: 3 clusters Score -1955434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1955436.500000 Penalty: 3135.016602
	Iteration 38Q: 3 clusters Score -1955436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1955442.375000 Penalty: 3135.016602
	Iteration 39Q: 3 clusters Score -1955442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1955445.500000 Penalty: 3135.016602
	Iteration 40F: 3 clusters Score -1955446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1955451.875000 Penalty: 3135.016602
	Iteration 41Q: 3 clusters Score -1955452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1955453.750000 Penalty: 3135.016602
	Iteration 42Q: 3 clusters Score -1955454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1955454.125000 Penalty: 3135.016602
	Iteration 43Q: 3 clusters Score -1955454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1955457.625000 Penalty: 3135.016602
	Iteration 44Q: 3 clusters Score -1955458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1955461.375000 Penalty: 3135.016602
	Iteration 45Q: 3 clusters Score -1955461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1955467.750000 Penalty: 3135.016602
	Iteration 46Q: 3 clusters Score -1955468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1955466.875000 Penalty: 3135.016602
	Iteration 47Q: 3 clusters Score -1955467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1955467.375000 Penalty: 3135.016602
	Iteration 48Q: 3 clusters Score -1955467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1955471.500000 Penalty: 3135.016602
	Iteration 49Q: 3 clusters Score -1955472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1955474.750000 Penalty: 3135.016602
	Iteration 50Q: 3 clusters Score -1955475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1955480.000000 Penalty: 3135.016602
	Iteration 51Q: 3 clusters Score -1955480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1955485.000000 Penalty: 3135.016602
	Iteration 52Q: 3 clusters Score -1955485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1955486.750000 Penalty: 3135.016602
	Iteration 53Q: 3 clusters Score -1955487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1955489.875000 Penalty: 3135.016602
	Iteration 54Q: 3 clusters Score -1955490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1955492.875000 Penalty: 3135.016602
	Iteration 55Q: 3 clusters Score -1955493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1955507.000000 Penalty: 3135.016602
	Iteration 56Q: 3 clusters Score -1955507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1955516.750000 Penalty: 3135.016602
	Iteration 57Q: 3 clusters Score -1955517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1955523.875000 Penalty: 3135.016602
	Iteration 58Q: 3 clusters Score -1955524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1955527.250000 Penalty: 3135.016602
	Iteration 59Q: 3 clusters Score -1955527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1955530.875000 Penalty: 3135.016602
	Iteration 60F: 3 clusters Score -1955531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1955534.000000 Penalty: 3135.016602
	Iteration 61Q: 3 clusters Score -1955534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1955535.375000 Penalty: 3135.016602
	Iteration 62Q: 3 clusters Score -1955535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1955535.500000 Penalty: 3135.016602
	Iteration 63Q: 3 clusters Score -1955536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1955535.625000 Penalty: 3135.016602
	Iteration 64Q: 3 clusters Score -1955536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1955537.250000 Penalty: 3135.016602
	Iteration 65Q: 3 clusters Score -1955537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1955537.500000 Penalty: 3135.016602
	Iteration 66Q: 3 clusters Score -1955538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1955537.500000 Penalty: 3135.016602
	Iteration 67F: 3 clusters Score -1955538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -708794.750000 Penalty: 1409.334717
	Iteration 0F: 2 clusters Score -708794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -704245.250000 Penalty: 2818.669434
	Iteration 0F: 3 clusters Score -704245.2 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -705642.062500 Penalty: 2818.669434
	Iteration 1F: 3 clusters Score -705642.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -705896.375000 Penalty: 2818.669434
	Iteration 2F: 3 clusters Score -705896.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -706097.187500 Penalty: 2818.669434
	Iteration 3F: 3 clusters Score -706097.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -706265.875000 Penalty: 2818.669434
	Iteration 4F: 3 clusters Score -706265.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -706450.687500 Penalty: 2818.669434
	Iteration 5Q: 3 clusters Score -706450.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -706652.500000 Penalty: 2818.669434
	Iteration 6F: 3 clusters Score -706652.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -706845.687500 Penalty: 2818.669434
	Iteration 7F: 3 clusters Score -706845.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -707028.250000 Penalty: 2818.669434
	Iteration 8F: 3 clusters Score -707028.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -707175.250000 Penalty: 2818.669434
	Iteration 9Q: 3 clusters Score -707175.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -707311.187500 Penalty: 2818.669434
	Iteration 10Q: 3 clusters Score -707311.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -707405.687500 Penalty: 2818.669434
	Iteration 11Q: 3 clusters Score -707405.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -707473.625000 Penalty: 2818.669434
	Iteration 12Q: 3 clusters Score -707473.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -707519.500000 Penalty: 2818.669434
	Iteration 13Q: 3 clusters Score -707519.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -707543.437500 Penalty: 2818.669434
	Iteration 14Q: 3 clusters Score -707543.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -707560.750000 Penalty: 2818.669434
	Iteration 15Q: 3 clusters Score -707560.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -707568.062500 Penalty: 2818.669434
	Iteration 16Q: 3 clusters Score -707568.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -707577.437500 Penalty: 2818.669434
	Iteration 17Q: 3 clusters Score -707577.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -707582.687500 Penalty: 2818.669434
	Iteration 18Q: 3 clusters Score -707582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -707588.312500 Penalty: 2818.669434
	Iteration 19Q: 3 clusters Score -707588.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -707591.562500 Penalty: 2818.669434
	Iteration 20F: 3 clusters Score -707591.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -707593.812500 Penalty: 2818.669434
	Iteration 21Q: 3 clusters Score -707593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -707593.437500 Penalty: 2818.669434
	Iteration 22Q: 3 clusters Score -707593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -707594.250000 Penalty: 2818.669434
	Iteration 23Q: 3 clusters Score -707594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -707593.437500 Penalty: 2818.669434
	Iteration 24Q: 3 clusters Score -707593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -707594.625000 Penalty: 2818.669434
	Iteration 25Q: 3 clusters Score -707594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -707594.250000 Penalty: 2818.669434
	Iteration 26Q: 3 clusters Score -707594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -707593.687500 Penalty: 2818.669434
	Iteration 27Q: 3 clusters Score -707593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -707593.687500 Penalty: 2818.669434
	Iteration 28F: 3 clusters Score -707593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Entering Unmasked Estep 
Score: -1528327.250000 Penalty: 1520.826538
	Iteration 0F: 2 clusters Score -1528327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1520064.625000 Penalty: 3041.653076
	Iteration 0F: 3 clusters Score -1520065 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1522747.000000 Penalty: 3041.653076
	Iteration 1F: 3 clusters Score -1522747 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1522958.250000 Penalty: 3041.653076
	Iteration 2F: 3 clusters Score -1522958 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1523122.875000 Penalty: 3041.653076
	Iteration 3Q: 3 clusters Score -1523123 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1523257.875000 Penalty: 3041.653076
	Iteration 4Q: 3 clusters Score -1523258 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1523361.750000 Penalty: 3041.653076
	Iteration 5Q: 3 clusters Score -1523362 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1523457.625000 Penalty: 3041.653076
	Iteration 6Q: 3 clusters Score -1523458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1523535.250000 Penalty: 3041.653076
	Iteration 7Q: 3 clusters Score -1523535 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1523629.625000 Penalty: 3041.653076
	Iteration 8Q: 3 clusters Score -1523630 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1523714.125000 Penalty: 3041.653076
	Iteration 9Q: 3 clusters Score -1523714 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1523853.125000 Penalty: 3041.653076
	Iteration 10Q: 3 clusters Score -1523853 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1524072.375000 Penalty: 3041.653076
	Iteration 11Q: 3 clusters Score -1524072 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1524368.250000 Penalty: 3041.653076
	Iteration 12Q: 3 clusters Score -1524368 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1524759.250000 Penalty: 3041.653076
	Iteration 13Q: 3 clusters Score -1524759 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1525265.125000 Penalty: 3041.653076
	Iteration 14F: 3 clusters Score -1525265 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1525885.500000 Penalty: 3041.653076
	Iteration 15F: 3 clusters Score -1525886 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1526470.000000 Penalty: 3041.653076
	Iteration 16F: 3 clusters Score -1526470 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1526857.125000 Penalty: 3041.653076
	Iteration 17Q: 3 clusters Score -1526857 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1527066.625000 Penalty: 3041.653076
	Iteration 18Q: 3 clusters Score -1527067 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1527152.125000 Penalty: 3041.653076
	Iteration 19Q: 3 clusters Score -1527152 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1527201.125000 Penalty: 3041.653076
	Iteration 20F: 3 clusters Score -1527201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1527236.250000 Penalty: 3041.653076
	Iteration 21Q: 3 clusters Score -1527236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1527256.375000 Penalty: 3041.653076
	Iteration 22Q: 3 clusters Score -1527256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1527269.125000 Penalty: 3041.653076
	Iteration 23Q: 3 clusters Score -1527269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1527278.625000 Penalty: 3041.653076
	Iteration 24Q: 3 clusters Score -1527279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1527285.625000 Penalty: 3041.653076
	Iteration 25Q: 3 clusters Score -1527286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1527290.750000 Penalty: 3041.653076
	Iteration 26Q: 3 clusters Score -1527291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1527297.250000 Penalty: 3041.653076
	Iteration 27Q: 3 clusters Score -1527297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1527297.500000 Penalty: 3041.653076
	Iteration 28Q: 3 clusters Score -1527298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1527300.875000 Penalty: 3041.653076
	Iteration 29Q: 3 clusters Score -1527301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1527298.375000 Penalty: 3041.653076
	Iteration 30Q: 3 clusters Score -1527298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1527301.000000 Penalty: 3041.653076
	Iteration 31Q: 3 clusters Score -1527301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1527302.375000 Penalty: 3041.653076
	Iteration 32Q: 3 clusters Score -1527302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1527302.750000 Penalty: 3041.653076
	Iteration 33Q: 3 clusters Score -1527303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1527305.375000 Penalty: 3041.653076
	Iteration 34Q: 3 clusters Score -1527305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1527304.125000 Penalty: 3041.653076
	Iteration 35Q: 3 clusters Score -1527304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1527304.375000 Penalty: 3041.653076
	Iteration 36Q: 3 clusters Score -1527304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1527304.375000 Penalty: 3041.653076
	Iteration 37Q: 3 clusters Score -1527304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1527305.000000 Penalty: 3041.653076
	Iteration 38Q: 3 clusters Score -1527305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1527303.375000 Penalty: 3041.653076
	Iteration 39Q: 3 clusters Score -1527303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1527304.750000 Penalty: 3041.653076
	Iteration 40F: 3 clusters Score -1527305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (70013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Entering Unmasked Estep 
Score: -9283255.000000 Penalty: 1812.920898
	Iteration 0F: 2 clusters Score -9283255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -9237270.000000 Penalty: 3625.841797
	Iteration 0F: 3 clusters Score -9237270 nChanged 33291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -9256265.000000 Penalty: 3625.841797
	Iteration 1F: 3 clusters Score -9256265 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -9256773.000000 Penalty: 3625.841797
	Iteration 2Q: 3 clusters Score -9256773 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -9257314.000000 Penalty: 3625.841797
	Iteration 3Q: 3 clusters Score -9257314 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -9257959.000000 Penalty: 3625.841797
	Iteration 4Q: 3 clusters Score -9257959 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9258679.000000 Penalty: 3625.841797
	Iteration 5Q: 3 clusters Score -9258679 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -9259666.000000 Penalty: 3625.841797
	Iteration 6Q: 3 clusters Score -9259666 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -9261036.000000 Penalty: 3625.841797
	Iteration 7Q: 3 clusters Score -9261036 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -9263214.000000 Penalty: 3625.841797
	Iteration 8Q: 3 clusters Score -9263214 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -9266355.000000 Penalty: 3625.841797
	Iteration 9F: 3 clusters Score -9266355 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -9268872.000000 Penalty: 3625.841797
	Iteration 10F: 3 clusters Score -9268872 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -9270204.000000 Penalty: 3625.841797
	Iteration 11Q: 3 clusters Score -9270204 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -9270707.000000 Penalty: 3625.841797
	Iteration 12Q: 3 clusters Score -9270707 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -9270961.000000 Penalty: 3625.841797
	Iteration 13Q: 3 clusters Score -9270961 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -9271185.000000 Penalty: 3625.841797
	Iteration 14Q: 3 clusters Score -9271185 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -9271433.000000 Penalty: 3625.841797
	Iteration 15Q: 3 clusters Score -9271433 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -9271711.000000 Penalty: 3625.841797
	Iteration 16Q: 3 clusters Score -9271711 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -9272053.000000 Penalty: 3625.841797
	Iteration 17Q: 3 clusters Score -9272053 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9272461.000000 Penalty: 3625.841797
	Iteration 18Q: 3 clusters Score -9272461 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -9272957.000000 Penalty: 3625.841797
	Iteration 19Q: 3 clusters Score -9272957 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -9273630.000000 Penalty: 3625.841797
	Iteration 20F: 3 clusters Score -9273630 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -9274464.000000 Penalty: 3625.841797
	Iteration 21Q: 3 clusters Score -9274464 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -9275350.000000 Penalty: 3625.841797
	Iteration 22Q: 3 clusters Score -9275350 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -9276212.000000 Penalty: 3625.841797
	Iteration 23Q: 3 clusters Score -9276212 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -9277017.000000 Penalty: 3625.841797
	Iteration 24Q: 3 clusters Score -9277017 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -9277760.000000 Penalty: 3625.841797
	Iteration 25Q: 3 clusters Score -9277760 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -9278555.000000 Penalty: 3625.841797
	Iteration 26Q: 3 clusters Score -9278555 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -9279251.000000 Penalty: 3625.841797
	Iteration 27Q: 3 clusters Score -9279251 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -9279814.000000 Penalty: 3625.841797
	Iteration 28Q: 3 clusters Score -9279814 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -9280370.000000 Penalty: 3625.841797
	Iteration 29Q: 3 clusters Score -9280370 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -9280857.000000 Penalty: 3625.841797
	Iteration 30Q: 3 clusters Score -9280857 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -9281303.000000 Penalty: 3625.841797
	Iteration 31Q: 3 clusters Score -9281303 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -9281558.000000 Penalty: 3625.841797
	Iteration 32Q: 3 clusters Score -9281558 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9281771.000000 Penalty: 3625.841797
	Iteration 33Q: 3 clusters Score -9281771 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -9281870.000000 Penalty: 3625.841797
	Iteration 34Q: 3 clusters Score -9281870 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -9281912.000000 Penalty: 3625.841797
	Iteration 35Q: 3 clusters Score -9281912 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -9281953.000000 Penalty: 3625.841797
	Iteration 36Q: 3 clusters Score -9281953 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -9281988.000000 Penalty: 3625.841797
	Iteration 37Q: 3 clusters Score -9281988 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -9282014.000000 Penalty: 3625.841797
	Iteration 38Q: 3 clusters Score -9282014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -9282037.000000 Penalty: 3625.841797
	Iteration 39Q: 3 clusters Score -9282037 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -9282132.000000 Penalty: 3625.841797
	Iteration 40F: 3 clusters Score -9282132 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -9282133.000000 Penalty: 3625.841797
	Iteration 41Q: 3 clusters Score -9282133 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -9282142.000000 Penalty: 3625.841797
	Iteration 42Q: 3 clusters Score -9282142 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -9282140.000000 Penalty: 3625.841797
	Iteration 43Q: 3 clusters Score -9282140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -9282143.000000 Penalty: 3625.841797
	Iteration 44Q: 3 clusters Score -9282143 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -9282147.000000 Penalty: 3625.841797
	Iteration 45Q: 3 clusters Score -9282147 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -9282174.000000 Penalty: 3625.841797
	Iteration 46Q: 3 clusters Score -9282174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -9282174.000000 Penalty: 3625.841797
	Iteration 47Q: 3 clusters Score -9282174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -9282196.000000 Penalty: 3625.841797
	Iteration 48Q: 3 clusters Score -9282196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -9282199.000000 Penalty: 3625.841797
	Iteration 49Q: 3 clusters Score -9282199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -9282205.000000 Penalty: 3625.841797
	Iteration 50Q: 3 clusters Score -9282205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -9282220.000000 Penalty: 3625.841797
	Iteration 51Q: 3 clusters Score -9282220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -9282229.000000 Penalty: 3625.841797
	Iteration 52Q: 3 clusters Score -9282229 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -9282197.000000 Penalty: 3625.841797
	Iteration 53Q: 3 clusters Score -9282197 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -9282189.000000 Penalty: 3625.841797
	Iteration 54Q: 3 clusters Score -9282189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -9282180.000000 Penalty: 3625.841797
	Iteration 55Q: 3 clusters Score -9282180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -9282182.000000 Penalty: 3625.841797
	Iteration 56Q: 3 clusters Score -9282182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -9282205.000000 Penalty: 3625.841797
	Iteration 57Q: 3 clusters Score -9282205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -9282207.000000 Penalty: 3625.841797
	Iteration 58Q: 3 clusters Score -9282207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -9282212.000000 Penalty: 3625.841797
	Iteration 59Q: 3 clusters Score -9282212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -9282206.000000 Penalty: 3625.841797
	Iteration 60F: 3 clusters Score -9282206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -9282198.000000 Penalty: 3625.841797
	Iteration 61Q: 3 clusters Score -9282198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -9282196.000000 Penalty: 3625.841797
	Iteration 62Q: 3 clusters Score -9282196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -9282191.000000 Penalty: 3625.841797
	Iteration 63Q: 3 clusters Score -9282191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -9282203.000000 Penalty: 3625.841797
	Iteration 64Q: 3 clusters Score -9282203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -9282200.000000 Penalty: 3625.841797
	Iteration 65Q: 3 clusters Score -9282200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -9282188.000000 Penalty: 3625.841797
	Iteration 66Q: 3 clusters Score -9282188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -9282189.000000 Penalty: 3625.841797
	Iteration 67Q: 3 clusters Score -9282189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -9282186.000000 Penalty: 3625.841797
	Iteration 68Q: 3 clusters Score -9282186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -9282191.000000 Penalty: 3625.841797
	Iteration 69Q: 3 clusters Score -9282191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -9282189.000000 Penalty: 3625.841797
	Iteration 70Q: 3 clusters Score -9282189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -9282204.000000 Penalty: 3625.841797
	Iteration 71Q: 3 clusters Score -9282204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -9282200.000000 Penalty: 3625.841797
	Iteration 72Q: 3 clusters Score -9282200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -9282206.000000 Penalty: 3625.841797
	Iteration 73Q: 3 clusters Score -9282206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -9282198.000000 Penalty: 3625.841797
	Iteration 74Q: 3 clusters Score -9282198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -9282192.000000 Penalty: 3625.841797
	Iteration 75Q: 3 clusters Score -9282192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -9282192.000000 Penalty: 3625.841797
	Iteration 76F: 3 clusters Score -9282192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -482662.812500 Penalty: 1348.472168
	Iteration 0F: 2 clusters Score -482662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -479350.500000 Penalty: 2696.944336
	Iteration 0F: 3 clusters Score -479350.5 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -480308.218750 Penalty: 2696.944336
	Iteration 1F: 3 clusters Score -480308.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -480525.406250 Penalty: 2696.944336
	Iteration 2F: 3 clusters Score -480525.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -480662.500000 Penalty: 2696.944336
	Iteration 3F: 3 clusters Score -480662.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -480747.031250 Penalty: 2696.944336
	Iteration 4Q: 3 clusters Score -480747 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -480816.093750 Penalty: 2696.944336
	Iteration 5Q: 3 clusters Score -480816.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -480869.718750 Penalty: 2696.944336
	Iteration 6Q: 3 clusters Score -480869.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -480936.750000 Penalty: 2696.944336
	Iteration 7Q: 3 clusters Score -480936.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -481006.125000 Penalty: 2696.944336
	Iteration 8Q: 3 clusters Score -481006.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -481076.687500 Penalty: 2696.944336
	Iteration 9Q: 3 clusters Score -481076.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -481140.593750 Penalty: 2696.944336
	Iteration 10Q: 3 clusters Score -481140.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -481194.062500 Penalty: 2696.944336
	Iteration 11Q: 3 clusters Score -481194.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -481240.843750 Penalty: 2696.944336
	Iteration 12Q: 3 clusters Score -481240.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -481278.593750 Penalty: 2696.944336
	Iteration 13Q: 3 clusters Score -481278.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -481310.000000 Penalty: 2696.944336
	Iteration 14Q: 3 clusters Score -481310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -481340.406250 Penalty: 2696.944336
	Iteration 15Q: 3 clusters Score -481340.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -481362.218750 Penalty: 2696.944336
	Iteration 16Q: 3 clusters Score -481362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -481382.250000 Penalty: 2696.944336
	Iteration 17Q: 3 clusters Score -481382.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -481403.500000 Penalty: 2696.944336
	Iteration 18Q: 3 clusters Score -481403.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -481423.406250 Penalty: 2696.944336
	Iteration 19Q: 3 clusters Score -481423.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -481439.031250 Penalty: 2696.944336
	Iteration 20F: 3 clusters Score -481439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -481452.843750 Penalty: 2696.944336
	Iteration 21Q: 3 clusters Score -481452.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -481462.906250 Penalty: 2696.944336
	Iteration 22Q: 3 clusters Score -481462.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -481476.125000 Penalty: 2696.944336
	Iteration 23Q: 3 clusters Score -481476.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -481497.906250 Penalty: 2696.944336
	Iteration 24Q: 3 clusters Score -481497.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -481521.437500 Penalty: 2696.944336
	Iteration 25Q: 3 clusters Score -481521.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -481544.125000 Penalty: 2696.944336
	Iteration 26Q: 3 clusters Score -481544.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -481564.500000 Penalty: 2696.944336
	Iteration 27Q: 3 clusters Score -481564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -481579.937500 Penalty: 2696.944336
	Iteration 28Q: 3 clusters Score -481579.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -481591.562500 Penalty: 2696.944336
	Iteration 29Q: 3 clusters Score -481591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -481598.843750 Penalty: 2696.944336
	Iteration 30Q: 3 clusters Score -481598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -481601.406250 Penalty: 2696.944336
	Iteration 31Q: 3 clusters Score -481601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -481602.812500 Penalty: 2696.944336
	Iteration 32Q: 3 clusters Score -481602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -481604.468750 Penalty: 2696.944336
	Iteration 33Q: 3 clusters Score -481604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -481605.625000 Penalty: 2696.944336
	Iteration 34Q: 3 clusters Score -481605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -481606.750000 Penalty: 2696.944336
	Iteration 35Q: 3 clusters Score -481606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -481609.531250 Penalty: 2696.944336
	Iteration 36Q: 3 clusters Score -481609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -481610.750000 Penalty: 2696.944336
	Iteration 37Q: 3 clusters Score -481610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -481612.375000 Penalty: 2696.944336
	Iteration 38Q: 3 clusters Score -481612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -481613.468750 Penalty: 2696.944336
	Iteration 39Q: 3 clusters Score -481613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -481613.468750 Penalty: 2696.944336
	Iteration 40F: 3 clusters Score -481613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -481613.625000 Penalty: 2696.944336
	Iteration 41Q: 3 clusters Score -481613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -481613.750000 Penalty: 2696.944336
	Iteration 42Q: 3 clusters Score -481613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -481614.906250 Penalty: 2696.944336
	Iteration 43Q: 3 clusters Score -481614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -481616.062500 Penalty: 2696.944336
	Iteration 44Q: 3 clusters Score -481616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -481616.656250 Penalty: 2696.944336
	Iteration 45Q: 3 clusters Score -481616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -481617.656250 Penalty: 2696.944336
	Iteration 46Q: 3 clusters Score -481617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -481617.656250 Penalty: 2696.944336
	Iteration 47F: 3 clusters Score -481617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -158099.328125 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -158099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -156432.171875 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -156432.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157076.031250 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -157076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -157402.406250 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -157402.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -157551.468750 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -157551.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157655.921875 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -157655.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -157719.546875 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -157719.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -157745.421875 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -157745.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -157771.078125 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -157771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -157780.031250 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -157780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -157783.953125 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -157784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -157784.875000 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -157784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157785.453125 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -157785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157785.453125 Penalty: 2362.398926
	Iteration 12F: 3 clusters Score -157785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -726753.687500 Penalty: 1405.649292
	Iteration 0F: 2 clusters Score -726753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -722326.312500 Penalty: 2811.298584
	Iteration 0F: 3 clusters Score -722326.3 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -723867.625000 Penalty: 2811.298584
	Iteration 1F: 3 clusters Score -723867.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -724321.000000 Penalty: 2811.298584
	Iteration 2F: 3 clusters Score -724321 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -724645.375000 Penalty: 2811.298584
	Iteration 3F: 3 clusters Score -724645.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -724983.937500 Penalty: 2811.298584
	Iteration 4F: 3 clusters Score -724983.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -725335.312500 Penalty: 2811.298584
	Iteration 5F: 3 clusters Score -725335.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -725653.625000 Penalty: 2811.298584
	Iteration 6F: 3 clusters Score -725653.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -725935.000000 Penalty: 2811.298584
	Iteration 7F: 3 clusters Score -725935 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -726142.125000 Penalty: 2811.298584
	Iteration 8Q: 3 clusters Score -726142.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -726348.562500 Penalty: 2811.298584
	Iteration 9Q: 3 clusters Score -726348.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -726521.062500 Penalty: 2811.298584
	Iteration 10Q: 3 clusters Score -726521.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -726663.562500 Penalty: 2811.298584
	Iteration 11Q: 3 clusters Score -726663.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -726734.625000 Penalty: 2811.298584
	Iteration 12Q: 3 clusters Score -726734.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -726769.000000 Penalty: 2811.298584
	Iteration 13Q: 3 clusters Score -726769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -726785.187500 Penalty: 2811.298584
	Iteration 14Q: 3 clusters Score -726785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -726791.062500 Penalty: 2811.298584
	Iteration 15Q: 3 clusters Score -726791.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -726799.687500 Penalty: 2811.298584
	Iteration 16Q: 3 clusters Score -726799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -726803.000000 Penalty: 2811.298584
	Iteration 17Q: 3 clusters Score -726803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -726803.687500 Penalty: 2811.298584
	Iteration 18Q: 3 clusters Score -726803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -726805.000000 Penalty: 2811.298584
	Iteration 19Q: 3 clusters Score -726805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -726805.625000 Penalty: 2811.298584
	Iteration 20F: 3 clusters Score -726805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -726806.000000 Penalty: 2811.298584
	Iteration 21Q: 3 clusters Score -726806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -726807.625000 Penalty: 2811.298584
	Iteration 22Q: 3 clusters Score -726807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -726808.312500 Penalty: 2811.298584
	Iteration 23Q: 3 clusters Score -726808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -726810.187500 Penalty: 2811.298584
	Iteration 24Q: 3 clusters Score -726810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -726810.500000 Penalty: 2811.298584
	Iteration 25Q: 3 clusters Score -726810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -726810.500000 Penalty: 2811.298584
	Iteration 26F: 3 clusters Score -726810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 67706 members 
Mstep: Class 5 contains 64040 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 71677 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 6183 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 70013 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 591 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 71235 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17105 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18136 members 
Mstep: Class 29 contains 4961 members 
Mstep: Class 30 contains 18259 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 31405 members 
Mstep: Class 33 contains 4747 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 48989 members 
Mstep: Class 36 contains 77356 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 88770 members 
Mstep: Class 39 contains 57461 members 
Mstep: Class 40 contains 19204 members 
Mstep: Class 41 contains 5120 members 
Entering Unmasked Estep 
Score: -127791824.000000 Penalty: 92049.632812
Splitting cluster 21 changes total score from -127792664.000000 to -127791824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -801565.062500 Penalty: 1424.133301
	Iteration 0F: 2 clusters Score -801565.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -796607.062500 Penalty: 2848.266602
	Iteration 0F: 3 clusters Score -796607.1 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -798144.562500 Penalty: 2848.266602
	Iteration 1F: 3 clusters Score -798144.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -798417.312500 Penalty: 2848.266602
	Iteration 2F: 3 clusters Score -798417.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -798658.125000 Penalty: 2848.266602
	Iteration 3F: 3 clusters Score -798658.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -798909.687500 Penalty: 2848.266602
	Iteration 4F: 3 clusters Score -798909.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -799211.437500 Penalty: 2848.266602
	Iteration 5F: 3 clusters Score -799211.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -799583.937500 Penalty: 2848.266602
	Iteration 6F: 3 clusters Score -799583.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -799947.687500 Penalty: 2848.266602
	Iteration 7F: 3 clusters Score -799947.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -800348.000000 Penalty: 2848.266602
	Iteration 8F: 3 clusters Score -800348 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -800615.562500 Penalty: 2848.266602
	Iteration 9F: 3 clusters Score -800615.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -800768.312500 Penalty: 2848.266602
	Iteration 10Q: 3 clusters Score -800768.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -800843.187500 Penalty: 2848.266602
	Iteration 11Q: 3 clusters Score -800843.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -800897.062500 Penalty: 2848.266602
	Iteration 12Q: 3 clusters Score -800897.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -800941.125000 Penalty: 2848.266602
	Iteration 13Q: 3 clusters Score -800941.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -800980.875000 Penalty: 2848.266602
	Iteration 14Q: 3 clusters Score -800980.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -801018.500000 Penalty: 2848.266602
	Iteration 15Q: 3 clusters Score -801018.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -801049.625000 Penalty: 2848.266602
	Iteration 16Q: 3 clusters Score -801049.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -801089.375000 Penalty: 2848.266602
	Iteration 17Q: 3 clusters Score -801089.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -801133.812500 Penalty: 2848.266602
	Iteration 18Q: 3 clusters Score -801133.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -801176.875000 Penalty: 2848.266602
	Iteration 19Q: 3 clusters Score -801176.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -801205.125000 Penalty: 2848.266602
	Iteration 20F: 3 clusters Score -801205.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -801226.187500 Penalty: 2848.266602
	Iteration 21Q: 3 clusters Score -801226.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -801244.625000 Penalty: 2848.266602
	Iteration 22Q: 3 clusters Score -801244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -801255.375000 Penalty: 2848.266602
	Iteration 23Q: 3 clusters Score -801255.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -801263.187500 Penalty: 2848.266602
	Iteration 24Q: 3 clusters Score -801263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -801265.812500 Penalty: 2848.266602
	Iteration 25Q: 3 clusters Score -801265.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -801269.125000 Penalty: 2848.266602
	Iteration 26Q: 3 clusters Score -801269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -801273.250000 Penalty: 2848.266602
	Iteration 27Q: 3 clusters Score -801273.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -801274.437500 Penalty: 2848.266602
	Iteration 28Q: 3 clusters Score -801274.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -801274.937500 Penalty: 2848.266602
	Iteration 29Q: 3 clusters Score -801274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -801279.687500 Penalty: 2848.266602
	Iteration 30Q: 3 clusters Score -801279.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -801278.812500 Penalty: 2848.266602
	Iteration 31Q: 3 clusters Score -801278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -801281.875000 Penalty: 2848.266602
	Iteration 32Q: 3 clusters Score -801281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -801283.000000 Penalty: 2848.266602
	Iteration 33Q: 3 clusters Score -801283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -801287.562500 Penalty: 2848.266602
	Iteration 34Q: 3 clusters Score -801287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -801286.312500 Penalty: 2848.266602
	Iteration 35Q: 3 clusters Score -801286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -801286.312500 Penalty: 2848.266602
	Iteration 36F: 3 clusters Score -801286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (71235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Entering Unmasked Estep 
Score: -9450394.000000 Penalty: 1815.732666
	Iteration 0F: 2 clusters Score -9450394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9404597.000000 Penalty: 3631.465332
	Iteration 0F: 3 clusters Score -9404597 nChanged 33747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -9424262.000000 Penalty: 3631.465332
	Iteration 1F: 3 clusters Score -9424262 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -9425536.000000 Penalty: 3631.465332
	Iteration 2Q: 3 clusters Score -9425536 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9427481.000000 Penalty: 3631.465332
	Iteration 3F: 3 clusters Score -9427481 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -9430962.000000 Penalty: 3631.465332
	Iteration 4F: 3 clusters Score -9430962 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -9436211.000000 Penalty: 3631.465332
	Iteration 5F: 3 clusters Score -9436211 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -9441935.000000 Penalty: 3631.465332
	Iteration 6F: 3 clusters Score -9441935 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -9445850.000000 Penalty: 3631.465332
	Iteration 7F: 3 clusters Score -9445850 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -9447658.000000 Penalty: 3631.465332
	Iteration 8Q: 3 clusters Score -9447658 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -9448341.000000 Penalty: 3631.465332
	Iteration 9Q: 3 clusters Score -9448341 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -9448588.000000 Penalty: 3631.465332
	Iteration 10Q: 3 clusters Score -9448588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -9448694.000000 Penalty: 3631.465332
	Iteration 11Q: 3 clusters Score -9448694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -9448750.000000 Penalty: 3631.465332
	Iteration 12Q: 3 clusters Score -9448750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -9448775.000000 Penalty: 3631.465332
	Iteration 13Q: 3 clusters Score -9448775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -9448791.000000 Penalty: 3631.465332
	Iteration 14Q: 3 clusters Score -9448791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -9448823.000000 Penalty: 3631.465332
	Iteration 15Q: 3 clusters Score -9448823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -9448853.000000 Penalty: 3631.465332
	Iteration 16Q: 3 clusters Score -9448853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -9448865.000000 Penalty: 3631.465332
	Iteration 17Q: 3 clusters Score -9448865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9448876.000000 Penalty: 3631.465332
	Iteration 18Q: 3 clusters Score -9448876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9448860.000000 Penalty: 3631.465332
	Iteration 19Q: 3 clusters Score -9448860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9448869.000000 Penalty: 3631.465332
	Iteration 20F: 3 clusters Score -9448869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -9448872.000000 Penalty: 3631.465332
	Iteration 21Q: 3 clusters Score -9448872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -9448872.000000 Penalty: 3631.465332
	Iteration 22Q: 3 clusters Score -9448872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -9448872.000000 Penalty: 3631.465332
	Iteration 23F: 3 clusters Score -9448872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6950.853516 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6950.854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7056.604004 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -7056.604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7083.498047 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -7083.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7083.498047 Penalty: 1493.413940
	Iteration 3F: 3 clusters Score -7083.498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -338774.656250 Penalty: 1283.973755
	Iteration 0F: 2 clusters Score -338774.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -336237.500000 Penalty: 2567.947510
	Iteration 0F: 3 clusters Score -336237.5 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -336842.250000 Penalty: 2567.947510
	Iteration 1F: 3 clusters Score -336842.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -336975.687500 Penalty: 2567.947510
	Iteration 2F: 3 clusters Score -336975.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -337101.500000 Penalty: 2567.947510
	Iteration 3F: 3 clusters Score -337101.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337175.750000 Penalty: 2567.947510
	Iteration 4Q: 3 clusters Score -337175.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -337216.031250 Penalty: 2567.947510
	Iteration 5Q: 3 clusters Score -337216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -337244.562500 Penalty: 2567.947510
	Iteration 6Q: 3 clusters Score -337244.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -337283.531250 Penalty: 2567.947510
	Iteration 7Q: 3 clusters Score -337283.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -337321.218750 Penalty: 2567.947510
	Iteration 8Q: 3 clusters Score -337321.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -337358.718750 Penalty: 2567.947510
	Iteration 9Q: 3 clusters Score -337358.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -337391.125000 Penalty: 2567.947510
	Iteration 10Q: 3 clusters Score -337391.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -337419.937500 Penalty: 2567.947510
	Iteration 11Q: 3 clusters Score -337419.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -337453.187500 Penalty: 2567.947510
	Iteration 12Q: 3 clusters Score -337453.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -337485.250000 Penalty: 2567.947510
	Iteration 13Q: 3 clusters Score -337485.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -337515.531250 Penalty: 2567.947510
	Iteration 14Q: 3 clusters Score -337515.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -337542.375000 Penalty: 2567.947510
	Iteration 15Q: 3 clusters Score -337542.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -337562.218750 Penalty: 2567.947510
	Iteration 16Q: 3 clusters Score -337562.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337585.187500 Penalty: 2567.947510
	Iteration 17Q: 3 clusters Score -337585.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337611.750000 Penalty: 2567.947510
	Iteration 18Q: 3 clusters Score -337611.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337637.875000 Penalty: 2567.947510
	Iteration 19Q: 3 clusters Score -337637.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -337663.312500 Penalty: 2567.947510
	Iteration 20F: 3 clusters Score -337663.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -337683.718750 Penalty: 2567.947510
	Iteration 21Q: 3 clusters Score -337683.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -337701.500000 Penalty: 2567.947510
	Iteration 22Q: 3 clusters Score -337701.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -337723.875000 Penalty: 2567.947510
	Iteration 23Q: 3 clusters Score -337723.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -337749.687500 Penalty: 2567.947510
	Iteration 24Q: 3 clusters Score -337749.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -337778.031250 Penalty: 2567.947510
	Iteration 25Q: 3 clusters Score -337778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -337808.093750 Penalty: 2567.947510
	Iteration 26Q: 3 clusters Score -337808.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -337835.625000 Penalty: 2567.947510
	Iteration 27Q: 3 clusters Score -337835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -337861.843750 Penalty: 2567.947510
	Iteration 28Q: 3 clusters Score -337861.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -337891.218750 Penalty: 2567.947510
	Iteration 29Q: 3 clusters Score -337891.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337914.250000 Penalty: 2567.947510
	Iteration 30Q: 3 clusters Score -337914.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -337932.281250 Penalty: 2567.947510
	Iteration 31Q: 3 clusters Score -337932.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -337954.687500 Penalty: 2567.947510
	Iteration 32Q: 3 clusters Score -337954.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -337975.031250 Penalty: 2567.947510
	Iteration 33Q: 3 clusters Score -337975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -337995.875000 Penalty: 2567.947510
	Iteration 34Q: 3 clusters Score -337995.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -338013.343750 Penalty: 2567.947510
	Iteration 35Q: 3 clusters Score -338013.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -338035.656250 Penalty: 2567.947510
	Iteration 36Q: 3 clusters Score -338035.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -338055.812500 Penalty: 2567.947510
	Iteration 37Q: 3 clusters Score -338055.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338071.937500 Penalty: 2567.947510
	Iteration 38Q: 3 clusters Score -338071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -338077.468750 Penalty: 2567.947510
	Iteration 39Q: 3 clusters Score -338077.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -338080.437500 Penalty: 2567.947510
	Iteration 40F: 3 clusters Score -338080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -338082.531250 Penalty: 2567.947510
	Iteration 41Q: 3 clusters Score -338082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -338083.406250 Penalty: 2567.947510
	Iteration 42Q: 3 clusters Score -338083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -338084.000000 Penalty: 2567.947510
	Iteration 43Q: 3 clusters Score -338084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -338084.218750 Penalty: 2567.947510
	Iteration 44Q: 3 clusters Score -338084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -338084.218750 Penalty: 2567.947510
	Iteration 45F: 3 clusters Score -338084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Entering Unmasked Estep 
Score: -2182736.000000 Penalty: 1583.907959
	Iteration 0F: 2 clusters Score -2182736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2170994.500000 Penalty: 3167.815918
	Iteration 0F: 3 clusters Score -2170994 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2175167.250000 Penalty: 3167.815918
	Iteration 1F: 3 clusters Score -2175167 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2175535.250000 Penalty: 3167.815918
	Iteration 2F: 3 clusters Score -2175535 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2175929.750000 Penalty: 3167.815918
	Iteration 3F: 3 clusters Score -2175930 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2176389.000000 Penalty: 3167.815918
	Iteration 4F: 3 clusters Score -2176389 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2176895.000000 Penalty: 3167.815918
	Iteration 5F: 3 clusters Score -2176895 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2177447.500000 Penalty: 3167.815918
	Iteration 6F: 3 clusters Score -2177448 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2178032.000000 Penalty: 3167.815918
	Iteration 7F: 3 clusters Score -2178032 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2178622.250000 Penalty: 3167.815918
	Iteration 8F: 3 clusters Score -2178622 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2179114.000000 Penalty: 3167.815918
	Iteration 9Q: 3 clusters Score -2179114 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2179474.000000 Penalty: 3167.815918
	Iteration 10Q: 3 clusters Score -2179474 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2179729.750000 Penalty: 3167.815918
	Iteration 11Q: 3 clusters Score -2179730 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2179889.750000 Penalty: 3167.815918
	Iteration 12Q: 3 clusters Score -2179890 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2180015.250000 Penalty: 3167.815918
	Iteration 13Q: 3 clusters Score -2180015 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2180087.500000 Penalty: 3167.815918
	Iteration 14Q: 3 clusters Score -2180088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2180137.000000 Penalty: 3167.815918
	Iteration 15Q: 3 clusters Score -2180137 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2180173.000000 Penalty: 3167.815918
	Iteration 16Q: 3 clusters Score -2180173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2180210.500000 Penalty: 3167.815918
	Iteration 17Q: 3 clusters Score -2180210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2180234.000000 Penalty: 3167.815918
	Iteration 18Q: 3 clusters Score -2180234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2180257.750000 Penalty: 3167.815918
	Iteration 19Q: 3 clusters Score -2180258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2180286.500000 Penalty: 3167.815918
	Iteration 20F: 3 clusters Score -2180286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2180316.750000 Penalty: 3167.815918
	Iteration 21Q: 3 clusters Score -2180317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2180355.750000 Penalty: 3167.815918
	Iteration 22Q: 3 clusters Score -2180356 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2180379.500000 Penalty: 3167.815918
	Iteration 23Q: 3 clusters Score -2180380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2180420.250000 Penalty: 3167.815918
	Iteration 24Q: 3 clusters Score -2180420 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2180464.000000 Penalty: 3167.815918
	Iteration 25Q: 3 clusters Score -2180464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2180481.250000 Penalty: 3167.815918
	Iteration 26Q: 3 clusters Score -2180481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2180519.500000 Penalty: 3167.815918
	Iteration 27Q: 3 clusters Score -2180520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2180537.000000 Penalty: 3167.815918
	Iteration 28Q: 3 clusters Score -2180537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2180552.500000 Penalty: 3167.815918
	Iteration 29Q: 3 clusters Score -2180552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2180574.000000 Penalty: 3167.815918
	Iteration 30Q: 3 clusters Score -2180574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2180603.500000 Penalty: 3167.815918
	Iteration 31Q: 3 clusters Score -2180604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2180621.000000 Penalty: 3167.815918
	Iteration 32Q: 3 clusters Score -2180621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2180639.500000 Penalty: 3167.815918
	Iteration 33Q: 3 clusters Score -2180640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2180660.250000 Penalty: 3167.815918
	Iteration 34Q: 3 clusters Score -2180660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2180679.250000 Penalty: 3167.815918
	Iteration 35Q: 3 clusters Score -2180679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2180697.000000 Penalty: 3167.815918
	Iteration 36Q: 3 clusters Score -2180697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2180719.000000 Penalty: 3167.815918
	Iteration 37Q: 3 clusters Score -2180719 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2180733.500000 Penalty: 3167.815918
	Iteration 38Q: 3 clusters Score -2180734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2180749.750000 Penalty: 3167.815918
	Iteration 39Q: 3 clusters Score -2180750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2180766.500000 Penalty: 3167.815918
	Iteration 40F: 3 clusters Score -2180766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2180775.750000 Penalty: 3167.815918
	Iteration 41Q: 3 clusters Score -2180776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2180791.500000 Penalty: 3167.815918
	Iteration 42Q: 3 clusters Score -2180792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2180798.250000 Penalty: 3167.815918
	Iteration 43Q: 3 clusters Score -2180798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2180809.250000 Penalty: 3167.815918
	Iteration 44Q: 3 clusters Score -2180809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2180817.250000 Penalty: 3167.815918
	Iteration 45Q: 3 clusters Score -2180817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2180834.500000 Penalty: 3167.815918
	Iteration 46Q: 3 clusters Score -2180834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2180852.000000 Penalty: 3167.815918
	Iteration 47Q: 3 clusters Score -2180852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2180868.750000 Penalty: 3167.815918
	Iteration 48Q: 3 clusters Score -2180869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2180881.000000 Penalty: 3167.815918
	Iteration 49Q: 3 clusters Score -2180881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2180887.250000 Penalty: 3167.815918
	Iteration 50Q: 3 clusters Score -2180887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2180896.000000 Penalty: 3167.815918
	Iteration 51Q: 3 clusters Score -2180896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2180908.750000 Penalty: 3167.815918
	Iteration 52Q: 3 clusters Score -2180909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2180917.000000 Penalty: 3167.815918
	Iteration 53Q: 3 clusters Score -2180917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2180927.250000 Penalty: 3167.815918
	Iteration 54Q: 3 clusters Score -2180927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2180933.250000 Penalty: 3167.815918
	Iteration 55Q: 3 clusters Score -2180933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2180947.250000 Penalty: 3167.815918
	Iteration 56Q: 3 clusters Score -2180947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2180957.500000 Penalty: 3167.815918
	Iteration 57Q: 3 clusters Score -2180958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2180955.000000 Penalty: 3167.815918
	Iteration 58Q: 3 clusters Score -2180955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2180970.000000 Penalty: 3167.815918
	Iteration 59Q: 3 clusters Score -2180970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2180984.500000 Penalty: 3167.815918
	Iteration 60F: 3 clusters Score -2180984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2181011.000000 Penalty: 3167.815918
	Iteration 61Q: 3 clusters Score -2181011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2181028.250000 Penalty: 3167.815918
	Iteration 62Q: 3 clusters Score -2181028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2181051.250000 Penalty: 3167.815918
	Iteration 63Q: 3 clusters Score -2181051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2181071.250000 Penalty: 3167.815918
	Iteration 64Q: 3 clusters Score -2181071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2181079.750000 Penalty: 3167.815918
	Iteration 65Q: 3 clusters Score -2181080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2181090.000000 Penalty: 3167.815918
	Iteration 66Q: 3 clusters Score -2181090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2181108.000000 Penalty: 3167.815918
	Iteration 67Q: 3 clusters Score -2181108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2181122.000000 Penalty: 3167.815918
	Iteration 68Q: 3 clusters Score -2181122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2181138.250000 Penalty: 3167.815918
	Iteration 69Q: 3 clusters Score -2181138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2181149.500000 Penalty: 3167.815918
	Iteration 70Q: 3 clusters Score -2181150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2181166.750000 Penalty: 3167.815918
	Iteration 71Q: 3 clusters Score -2181167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2181181.000000 Penalty: 3167.815918
	Iteration 72Q: 3 clusters Score -2181181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2181187.250000 Penalty: 3167.815918
	Iteration 73Q: 3 clusters Score -2181187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2181197.500000 Penalty: 3167.815918
	Iteration 74Q: 3 clusters Score -2181198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2181209.250000 Penalty: 3167.815918
	Iteration 75Q: 3 clusters Score -2181209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2181231.750000 Penalty: 3167.815918
	Iteration 76Q: 3 clusters Score -2181232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2181242.500000 Penalty: 3167.815918
	Iteration 77Q: 3 clusters Score -2181242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2181251.750000 Penalty: 3167.815918
	Iteration 78Q: 3 clusters Score -2181252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2181271.250000 Penalty: 3167.815918
	Iteration 79Q: 3 clusters Score -2181271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2181288.500000 Penalty: 3167.815918
	Iteration 80F: 3 clusters Score -2181288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2181300.250000 Penalty: 3167.815918
	Iteration 81Q: 3 clusters Score -2181300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2181311.250000 Penalty: 3167.815918
	Iteration 82Q: 3 clusters Score -2181311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2181327.250000 Penalty: 3167.815918
	Iteration 83Q: 3 clusters Score -2181327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2181337.250000 Penalty: 3167.815918
	Iteration 84Q: 3 clusters Score -2181337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2181334.750000 Penalty: 3167.815918
	Iteration 85Q: 3 clusters Score -2181335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2181343.500000 Penalty: 3167.815918
	Iteration 86Q: 3 clusters Score -2181344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2181340.000000 Penalty: 3167.815918
	Iteration 87Q: 3 clusters Score -2181340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2181344.000000 Penalty: 3167.815918
	Iteration 88Q: 3 clusters Score -2181344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2181348.500000 Penalty: 3167.815918
	Iteration 89Q: 3 clusters Score -2181348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2181354.000000 Penalty: 3167.815918
	Iteration 90Q: 3 clusters Score -2181354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2181354.500000 Penalty: 3167.815918
	Iteration 91Q: 3 clusters Score -2181354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2181355.250000 Penalty: 3167.815918
	Iteration 92Q: 3 clusters Score -2181355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2181355.000000 Penalty: 3167.815918
	Iteration 93Q: 3 clusters Score -2181355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2181353.500000 Penalty: 3167.815918
	Iteration 94Q: 3 clusters Score -2181354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2181352.000000 Penalty: 3167.815918
	Iteration 95Q: 3 clusters Score -2181352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2181354.750000 Penalty: 3167.815918
	Iteration 96Q: 3 clusters Score -2181355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2181356.250000 Penalty: 3167.815918
	Iteration 97Q: 3 clusters Score -2181356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2181361.750000 Penalty: 3167.815918
	Iteration 98Q: 3 clusters Score -2181362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2181360.250000 Penalty: 3167.815918
	Iteration 99Q: 3 clusters Score -2181360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2181361.750000 Penalty: 3167.815918
	Iteration 100F: 3 clusters Score -2181362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2181364.500000 Penalty: 3167.815918
	Iteration 101Q: 3 clusters Score -2181364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2181366.750000 Penalty: 3167.815918
	Iteration 102Q: 3 clusters Score -2181367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2181369.750000 Penalty: 3167.815918
	Iteration 103Q: 3 clusters Score -2181370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2181367.500000 Penalty: 3167.815918
	Iteration 104Q: 3 clusters Score -2181368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2181370.250000 Penalty: 3167.815918
	Iteration 105Q: 3 clusters Score -2181370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2181370.750000 Penalty: 3167.815918
	Iteration 106Q: 3 clusters Score -2181371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2181373.000000 Penalty: 3167.815918
	Iteration 107Q: 3 clusters Score -2181373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2181375.250000 Penalty: 3167.815918
	Iteration 108Q: 3 clusters Score -2181375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2181377.000000 Penalty: 3167.815918
	Iteration 109Q: 3 clusters Score -2181377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2181376.750000 Penalty: 3167.815918
	Iteration 110Q: 3 clusters Score -2181377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2181375.750000 Penalty: 3167.815918
	Iteration 111Q: 3 clusters Score -2181376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2181375.250000 Penalty: 3167.815918
	Iteration 112Q: 3 clusters Score -2181375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2181373.500000 Penalty: 3167.815918
	Iteration 113Q: 3 clusters Score -2181374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2181375.250000 Penalty: 3167.815918
	Iteration 114Q: 3 clusters Score -2181375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2181375.750000 Penalty: 3167.815918
	Iteration 115Q: 3 clusters Score -2181376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2181375.500000 Penalty: 3167.815918
	Iteration 116Q: 3 clusters Score -2181376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2181375.500000 Penalty: 3167.815918
	Iteration 117F: 3 clusters Score -2181376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -37785.175781 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -37785.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36950.886719 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -36950.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37067.859375 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -37067.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37088.277344 Penalty: 1911.173340
	Iteration 2Q: 3 clusters Score -37088.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37097.257812 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -37097.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37102.839844 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -37102.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37108.472656 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -37108.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37111.902344 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -37111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37119.332031 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -37119.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37132.847656 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -37132.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37152.781250 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -37152.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37178.867188 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -37178.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37212.605469 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -37212.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37282.554688 Penalty: 1911.173340
	Iteration 12Q: 3 clusters Score -37282.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -37305.554688 Penalty: 1911.173340
	Iteration 13Q: 3 clusters Score -37305.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -37309.656250 Penalty: 1911.173340
	Iteration 14Q: 3 clusters Score -37309.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -37311.351562 Penalty: 1911.173340
	Iteration 15Q: 3 clusters Score -37311.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -37311.351562 Penalty: 1911.173340
	Iteration 16F: 3 clusters Score -37311.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Entering Unmasked Estep 
Score: -2338607.000000 Penalty: 1593.418823
	Iteration 0F: 2 clusters Score -2338607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2326224.000000 Penalty: 3186.837646
	Iteration 0F: 3 clusters Score -2326224 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2330722.500000 Penalty: 3186.837646
	Iteration 1F: 3 clusters Score -2330722 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2331064.250000 Penalty: 3186.837646
	Iteration 2Q: 3 clusters Score -2331064 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2331365.500000 Penalty: 3186.837646
	Iteration 3Q: 3 clusters Score -2331366 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2331675.250000 Penalty: 3186.837646
	Iteration 4Q: 3 clusters Score -2331675 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2332024.250000 Penalty: 3186.837646
	Iteration 5Q: 3 clusters Score -2332024 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2332438.500000 Penalty: 3186.837646
	Iteration 6Q: 3 clusters Score -2332438 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2332974.500000 Penalty: 3186.837646
	Iteration 7Q: 3 clusters Score -2332974 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2333619.000000 Penalty: 3186.837646
	Iteration 8F: 3 clusters Score -2333619 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2334274.250000 Penalty: 3186.837646
	Iteration 9F: 3 clusters Score -2334274 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2334704.500000 Penalty: 3186.837646
	Iteration 10Q: 3 clusters Score -2334704 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2334963.750000 Penalty: 3186.837646
	Iteration 11Q: 3 clusters Score -2334964 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2335147.500000 Penalty: 3186.837646
	Iteration 12Q: 3 clusters Score -2335148 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2335341.750000 Penalty: 3186.837646
	Iteration 13Q: 3 clusters Score -2335342 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2335540.750000 Penalty: 3186.837646
	Iteration 14Q: 3 clusters Score -2335541 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2335779.250000 Penalty: 3186.837646
	Iteration 15Q: 3 clusters Score -2335779 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2336011.500000 Penalty: 3186.837646
	Iteration 16Q: 3 clusters Score -2336012 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2336214.500000 Penalty: 3186.837646
	Iteration 17Q: 3 clusters Score -2336214 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2336381.000000 Penalty: 3186.837646
	Iteration 18Q: 3 clusters Score -2336381 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2336517 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2336631.500000 Penalty: 3186.837646
	Iteration 20F: 3 clusters Score -2336632 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2336721.500000 Penalty: 3186.837646
	Iteration 21Q: 3 clusters Score -2336722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2336793.000000 Penalty: 3186.837646
	Iteration 22Q: 3 clusters Score -2336793 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2336850.500000 Penalty: 3186.837646
	Iteration 23Q: 3 clusters Score -2336850 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2336901.750000 Penalty: 3186.837646
	Iteration 24Q: 3 clusters Score -2336902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2336939.750000 Penalty: 3186.837646
	Iteration 25Q: 3 clusters Score -2336940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2336969.250000 Penalty: 3186.837646
	Iteration 26Q: 3 clusters Score -2336969 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2336995.000000 Penalty: 3186.837646
	Iteration 27Q: 3 clusters Score -2336995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2337014.000000 Penalty: 3186.837646
	Iteration 28Q: 3 clusters Score -2337014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2337036.000000 Penalty: 3186.837646
	Iteration 29Q: 3 clusters Score -2337036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2337048.750000 Penalty: 3186.837646
	Iteration 30Q: 3 clusters Score -2337049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2337049.500000 Penalty: 3186.837646
	Iteration 31Q: 3 clusters Score -2337050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2337058.500000 Penalty: 3186.837646
	Iteration 32Q: 3 clusters Score -2337058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2337069.500000 Penalty: 3186.837646
	Iteration 33Q: 3 clusters Score -2337070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2337084.000000 Penalty: 3186.837646
	Iteration 34Q: 3 clusters Score -2337084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2337089.000000 Penalty: 3186.837646
	Iteration 35Q: 3 clusters Score -2337089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2337097.750000 Penalty: 3186.837646
	Iteration 36Q: 3 clusters Score -2337098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2337101.500000 Penalty: 3186.837646
	Iteration 37Q: 3 clusters Score -2337102 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2337103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2337109.250000 Penalty: 3186.837646
	Iteration 39Q: 3 clusters Score -2337109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2337111.750000 Penalty: 3186.837646
	Iteration 40F: 3 clusters Score -2337112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2337117.250000 Penalty: 3186.837646
	Iteration 41Q: 3 clusters Score -2337117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2337115.000000 Penalty: 3186.837646
	Iteration 42Q: 3 clusters Score -2337115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2337118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2337116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2337116 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2337110.500000 Penalty: 3186.837646
	Iteration 46Q: 3 clusters Score -2337110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2337113.750000 Penalty: 3186.837646
	Iteration 47Q: 3 clusters Score -2337114 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2337123.750000 Penalty: 3186.837646
	Iteration 48Q: 3 clusters Score -2337124 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2337125.250000 Penalty: 3186.837646
	Iteration 49Q: 3 clusters Score -2337125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2337130.500000 Penalty: 3186.837646
	Iteration 50Q: 3 clusters Score -2337130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2337128.250000 Penalty: 3186.837646
	Iteration 51Q: 3 clusters Score -2337128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2337133.250000 Penalty: 3186.837646
	Iteration 52Q: 3 clusters Score -2337133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2337140.000000 Penalty: 3186.837646
	Iteration 53Q: 3 clusters Score -2337140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2337143.750000 Penalty: 3186.837646
	Iteration 54Q: 3 clusters Score -2337144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2337145.500000 Penalty: 3186.837646
	Iteration 55Q: 3 clusters Score -2337146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2337148.500000 Penalty: 3186.837646
	Iteration 56Q: 3 clusters Score -2337148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2337145.250000 Penalty: 3186.837646
	Iteration 57Q: 3 clusters Score -2337145 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2337146.250000 Penalty: 3186.837646
	Iteration 58Q: 3 clusters Score -2337146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2337151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2337156.250000 Penalty: 3186.837646
	Iteration 60F: 3 clusters Score -2337156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2337162.000000 Penalty: 3186.837646
	Iteration 61Q: 3 clusters Score -2337162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2337164.750000 Penalty: 3186.837646
	Iteration 62Q: 3 clusters Score -2337165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2337168.250000 Penalty: 3186.837646
	Iteration 63Q: 3 clusters Score -2337168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2337170.000000 Penalty: 3186.837646
	Iteration 64Q: 3 clusters Score -2337170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2337168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2337172.000000 Penalty: 3186.837646
	Iteration 66Q: 3 clusters Score -2337172 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15221 members 
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Entering Unmasked Estep 
Score: -2337174.750000 Penalty: 3186.837646
	Iteration 67Q: 3 clusters Score -2337175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2337177.000000 Penalty: 3186.837646
	Iteration 68Q: 3 clusters Score -2337177 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15267 members 
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Entering Unmasked Estep 
Score: -2337185.250000 Penalty: 3186.837646
	Iteration 69Q: 3 clusters Score -2337185 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15291 members 
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Entering Unmasked Estep 
Score: -2337187.250000 Penalty: 3186.837646
	Iteration 70Q: 3 clusters Score -2337187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2337187.250000 Penalty: 3186.837646
	Iteration 71Q: 3 clusters Score -2337187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2337189.750000 Penalty: 3186.837646
	Iteration 72Q: 3 clusters Score -2337190 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2337193.750000 Penalty: 3186.837646
	Iteration 73Q: 3 clusters Score -2337194 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2337194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2337195.500000 Penalty: 3186.837646
	Iteration 75Q: 3 clusters Score -2337196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2337197.750000 Penalty: 3186.837646
	Iteration 76Q: 3 clusters Score -2337198 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2337202.000000 Penalty: 3186.837646
	Iteration 77Q: 3 clusters Score -2337202 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15415 members 
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Entering Unmasked Estep 
Score: -2337200.250000 Penalty: 3186.837646
	Iteration 78Q: 3 clusters Score -2337200 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2337198.500000 Penalty: 3186.837646
	Iteration 79Q: 3 clusters Score -2337198 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2337200.250000 Penalty: 3186.837646
	Iteration 80F: 3 clusters Score -2337200 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2337200.750000 Penalty: 3186.837646
	Iteration 81Q: 3 clusters Score -2337201 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2337202.000000 Penalty: 3186.837646
	Iteration 82Q: 3 clusters Score -2337202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2337206.500000 Penalty: 3186.837646
	Iteration 83Q: 3 clusters Score -2337206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2337211.250000 Penalty: 3186.837646
	Iteration 84Q: 3 clusters Score -2337211 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15475 members 
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Entering Unmasked Estep 
Score: -2337207.500000 Penalty: 3186.837646
	Iteration 85Q: 3 clusters Score -2337208 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2656 members 
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Score: -2337208.250000 Penalty: 3186.837646
	Iteration 86Q: 3 clusters Score -2337208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2653 members 
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Score: -2337207.250000 Penalty: 3186.837646
	Iteration 87Q: 3 clusters Score -2337207 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2651 members 
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Score: -2337207.500000 Penalty: 3186.837646
	Iteration 88Q: 3 clusters Score -2337208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2337210.750000 Penalty: 3186.837646
	Iteration 89Q: 3 clusters Score -2337211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2337208.250000 Penalty: 3186.837646
	Iteration 90Q: 3 clusters Score -2337208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2337208.500000 Penalty: 3186.837646
	Iteration 91Q: 3 clusters Score -2337208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2337208.250000 Penalty: 3186.837646
	Iteration 92Q: 3 clusters Score -2337208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
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Entering Unmasked Estep 
Score: -2337209.250000 Penalty: 3186.837646
	Iteration 93Q: 3 clusters Score -2337209 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15505 members 
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Score: -2337209.500000 Penalty: 3186.837646
	Iteration 94Q: 3 clusters Score -2337210 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15514 members 
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Entering Unmasked Estep 
Score: -2337209.250000 Penalty: 3186.837646
	Iteration 95Q: 3 clusters Score -2337209 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15522 members 
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	Iteration 96Q: 3 clusters Score -2337210 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15533 members 
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Score: -2337212.750000 Penalty: 3186.837646
	Iteration 97Q: 3 clusters Score -2337213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
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Entering Unmasked Estep 
Score: -2337214.250000 Penalty: 3186.837646
	Iteration 98Q: 3 clusters Score -2337214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
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Entering Unmasked Estep 
Score: -2337214.250000 Penalty: 3186.837646
	Iteration 99Q: 3 clusters Score -2337214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2337219.000000 Penalty: 3186.837646
	Iteration 100F: 3 clusters Score -2337219 nChanged 4
Entering Unmasked Mstep 
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Score: -2337215.000000 Penalty: 3186.837646
	Iteration 101Q: 3 clusters Score -2337215 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15556 members 
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	Iteration 102Q: 3 clusters Score -2337215 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15557 members 
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Entering Unmasked Estep 
Score: -2337216.750000 Penalty: 3186.837646
	Iteration 103Q: 3 clusters Score -2337217 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
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Entering Unmasked Estep 
Score: -2337215.750000 Penalty: 3186.837646
	Iteration 104Q: 3 clusters Score -2337216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2337215 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15569 members 
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Entering Unmasked Estep 
Score: -2337219.500000 Penalty: 3186.837646
	Iteration 106Q: 3 clusters Score -2337220 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2337218.750000 Penalty: 3186.837646
	Iteration 107Q: 3 clusters Score -2337219 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2337222.000000 Penalty: 3186.837646
	Iteration 108Q: 3 clusters Score -2337222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -2337222.000000 Penalty: 3186.837646
	Iteration 109Q: 3 clusters Score -2337222 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2337223.750000 Penalty: 3186.837646
	Iteration 110Q: 3 clusters Score -2337224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2337226.750000 Penalty: 3186.837646
	Iteration 111Q: 3 clusters Score -2337227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2337224.500000 Penalty: 3186.837646
	Iteration 112Q: 3 clusters Score -2337224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2337227.000000 Penalty: 3186.837646
	Iteration 113Q: 3 clusters Score -2337227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2337224.000000 Penalty: 3186.837646
	Iteration 114Q: 3 clusters Score -2337224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2337224.500000 Penalty: 3186.837646
	Iteration 115Q: 3 clusters Score -2337224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2337231.250000 Penalty: 3186.837646
	Iteration 116Q: 3 clusters Score -2337231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2337231.250000 Penalty: 3186.837646
	Iteration 117Q: 3 clusters Score -2337231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2337233.250000 Penalty: 3186.837646
	Iteration 118Q: 3 clusters Score -2337233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2337231.750000 Penalty: 3186.837646
	Iteration 119Q: 3 clusters Score -2337232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2337231.750000 Penalty: 3186.837646
	Iteration 120F: 3 clusters Score -2337232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -630864.687500 Penalty: 1382.771362
	Iteration 0F: 2 clusters Score -630864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -626877.437500 Penalty: 2765.542725
	Iteration 0F: 3 clusters Score -626877.4 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -627982.625000 Penalty: 2765.542725
	Iteration 1F: 3 clusters Score -627982.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -628187.562500 Penalty: 2765.542725
	Iteration 2F: 3 clusters Score -628187.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -628335.750000 Penalty: 2765.542725
	Iteration 3F: 3 clusters Score -628335.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -628436.687500 Penalty: 2765.542725
	Iteration 4Q: 3 clusters Score -628436.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -628506.687500 Penalty: 2765.542725
	Iteration 5Q: 3 clusters Score -628506.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -628571.625000 Penalty: 2765.542725
	Iteration 6Q: 3 clusters Score -628571.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -628633.812500 Penalty: 2765.542725
	Iteration 7Q: 3 clusters Score -628633.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -628695.625000 Penalty: 2765.542725
	Iteration 8Q: 3 clusters Score -628695.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -628758.750000 Penalty: 2765.542725
	Iteration 9Q: 3 clusters Score -628758.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -628823.875000 Penalty: 2765.542725
	Iteration 10Q: 3 clusters Score -628823.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -628889.062500 Penalty: 2765.542725
	Iteration 11Q: 3 clusters Score -628889.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -628945.687500 Penalty: 2765.542725
	Iteration 12Q: 3 clusters Score -628945.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -629010.250000 Penalty: 2765.542725
	Iteration 13Q: 3 clusters Score -629010.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -629068.687500 Penalty: 2765.542725
	Iteration 14Q: 3 clusters Score -629068.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -629121.000000 Penalty: 2765.542725
	Iteration 15Q: 3 clusters Score -629121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -629180.812500 Penalty: 2765.542725
	Iteration 16Q: 3 clusters Score -629180.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -629235.125000 Penalty: 2765.542725
	Iteration 17Q: 3 clusters Score -629235.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -629314.500000 Penalty: 2765.542725
	Iteration 18Q: 3 clusters Score -629314.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -629382.812500 Penalty: 2765.542725
	Iteration 19Q: 3 clusters Score -629382.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -629438.750000 Penalty: 2765.542725
	Iteration 20F: 3 clusters Score -629438.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -629494.250000 Penalty: 2765.542725
	Iteration 21Q: 3 clusters Score -629494.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -629527.000000 Penalty: 2765.542725
	Iteration 22Q: 3 clusters Score -629527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -629554.500000 Penalty: 2765.542725
	Iteration 23Q: 3 clusters Score -629554.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -629573.937500 Penalty: 2765.542725
	Iteration 24Q: 3 clusters Score -629573.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -629581.250000 Penalty: 2765.542725
	Iteration 25Q: 3 clusters Score -629581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -629588.375000 Penalty: 2765.542725
	Iteration 26Q: 3 clusters Score -629588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -629592.937500 Penalty: 2765.542725
	Iteration 27Q: 3 clusters Score -629592.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -629598.000000 Penalty: 2765.542725
	Iteration 28Q: 3 clusters Score -629598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -629603.937500 Penalty: 2765.542725
	Iteration 29Q: 3 clusters Score -629603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -629605.250000 Penalty: 2765.542725
	Iteration 30Q: 3 clusters Score -629605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -629606.125000 Penalty: 2765.542725
	Iteration 31Q: 3 clusters Score -629606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -629607.500000 Penalty: 2765.542725
	Iteration 32Q: 3 clusters Score -629607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -629608.437500 Penalty: 2765.542725
	Iteration 33Q: 3 clusters Score -629608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -629610.500000 Penalty: 2765.542725
	Iteration 34Q: 3 clusters Score -629610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -629613.937500 Penalty: 2765.542725
	Iteration 35Q: 3 clusters Score -629613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -629614.937500 Penalty: 2765.542725
	Iteration 36Q: 3 clusters Score -629614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -629619.000000 Penalty: 2765.542725
	Iteration 37Q: 3 clusters Score -629619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -629622.125000 Penalty: 2765.542725
	Iteration 38Q: 3 clusters Score -629622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -629626.375000 Penalty: 2765.542725
	Iteration 39Q: 3 clusters Score -629626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -629628.062500 Penalty: 2765.542725
	Iteration 40F: 3 clusters Score -629628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -629628.875000 Penalty: 2765.542725
	Iteration 41Q: 3 clusters Score -629628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -629632.562500 Penalty: 2765.542725
	Iteration 42Q: 3 clusters Score -629632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -629632.750000 Penalty: 2765.542725
	Iteration 43Q: 3 clusters Score -629632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -629634.500000 Penalty: 2765.542725
	Iteration 44Q: 3 clusters Score -629634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -629635.875000 Penalty: 2765.542725
	Iteration 45Q: 3 clusters Score -629635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -629636.750000 Penalty: 2765.542725
	Iteration 46Q: 3 clusters Score -629636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -629636.750000 Penalty: 2765.542725
	Iteration 47F: 3 clusters Score -629636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -2273136.250000 Penalty: 1594.517090
	Iteration 0F: 2 clusters Score -2273136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2260638.500000 Penalty: 3189.034180
	Iteration 0F: 3 clusters Score -2260638 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2265056.250000 Penalty: 3189.034180
	Iteration 1F: 3 clusters Score -2265056 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2265434.000000 Penalty: 3189.034180
	Iteration 2F: 3 clusters Score -2265434 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2265785.000000 Penalty: 3189.034180
	Iteration 3Q: 3 clusters Score -2265785 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2266121.000000 Penalty: 3189.034180
	Iteration 4Q: 3 clusters Score -2266121 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2266444.250000 Penalty: 3189.034180
	Iteration 5Q: 3 clusters Score -2266444 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2266762.500000 Penalty: 3189.034180
	Iteration 6Q: 3 clusters Score -2266762 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2267028.750000 Penalty: 3189.034180
	Iteration 7Q: 3 clusters Score -2267029 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2267229.500000 Penalty: 3189.034180
	Iteration 8Q: 3 clusters Score -2267230 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2267398.250000 Penalty: 3189.034180
	Iteration 9Q: 3 clusters Score -2267398 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2267538.500000 Penalty: 3189.034180
	Iteration 10Q: 3 clusters Score -2267538 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2267668.500000 Penalty: 3189.034180
	Iteration 11Q: 3 clusters Score -2267668 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2267809.250000 Penalty: 3189.034180
	Iteration 12Q: 3 clusters Score -2267809 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2267945.500000 Penalty: 3189.034180
	Iteration 13Q: 3 clusters Score -2267946 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2268143.500000 Penalty: 3189.034180
	Iteration 14Q: 3 clusters Score -2268144 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2268383.500000 Penalty: 3189.034180
	Iteration 15Q: 3 clusters Score -2268384 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2268704.250000 Penalty: 3189.034180
	Iteration 16Q: 3 clusters Score -2268704 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2269053.000000 Penalty: 3189.034180
	Iteration 17Q: 3 clusters Score -2269053 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2269477.750000 Penalty: 3189.034180
	Iteration 18Q: 3 clusters Score -2269478 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2269960.000000 Penalty: 3189.034180
	Iteration 19Q: 3 clusters Score -2269960 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2270444.500000 Penalty: 3189.034180
	Iteration 20F: 3 clusters Score -2270444 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2270826.500000 Penalty: 3189.034180
	Iteration 21Q: 3 clusters Score -2270826 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2271114.250000 Penalty: 3189.034180
	Iteration 22Q: 3 clusters Score -2271114 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2271316.250000 Penalty: 3189.034180
	Iteration 23Q: 3 clusters Score -2271316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2271440.500000 Penalty: 3189.034180
	Iteration 24Q: 3 clusters Score -2271440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2271531.500000 Penalty: 3189.034180
	Iteration 25Q: 3 clusters Score -2271532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2271597.500000 Penalty: 3189.034180
	Iteration 26Q: 3 clusters Score -2271598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2271660.250000 Penalty: 3189.034180
	Iteration 27Q: 3 clusters Score -2271660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2271691.750000 Penalty: 3189.034180
	Iteration 28Q: 3 clusters Score -2271692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2271714.250000 Penalty: 3189.034180
	Iteration 29Q: 3 clusters Score -2271714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2271728.250000 Penalty: 3189.034180
	Iteration 30Q: 3 clusters Score -2271728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2271743.750000 Penalty: 3189.034180
	Iteration 31Q: 3 clusters Score -2271744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2271755.750000 Penalty: 3189.034180
	Iteration 32Q: 3 clusters Score -2271756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2271762.750000 Penalty: 3189.034180
	Iteration 33Q: 3 clusters Score -2271763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2271770.750000 Penalty: 3189.034180
	Iteration 34Q: 3 clusters Score -2271771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2271773.750000 Penalty: 3189.034180
	Iteration 35Q: 3 clusters Score -2271774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2271774.000000 Penalty: 3189.034180
	Iteration 36Q: 3 clusters Score -2271774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2271774.250000 Penalty: 3189.034180
	Iteration 37Q: 3 clusters Score -2271774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2271774.250000 Penalty: 3189.034180
	Iteration 38F: 3 clusters Score -2271774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Entering Unmasked Estep 
Score: -5535759.000000 Penalty: 1729.280762
	Iteration 0F: 2 clusters Score -5535759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5507765.500000 Penalty: 3458.561523
	Iteration 0F: 3 clusters Score -5507766 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5518752.500000 Penalty: 3458.561523
	Iteration 1F: 3 clusters Score -5518752 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5519129.500000 Penalty: 3458.561523
	Iteration 2Q: 3 clusters Score -5519130 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5519495.500000 Penalty: 3458.561523
	Iteration 3Q: 3 clusters Score -5519496 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -5519878.500000 Penalty: 3458.561523
	Iteration 4Q: 3 clusters Score -5519878 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5520414.500000 Penalty: 3458.561523
	Iteration 5Q: 3 clusters Score -5520414 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -5521086.500000 Penalty: 3458.561523
	Iteration 6Q: 3 clusters Score -5521086 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5522007.000000 Penalty: 3458.561523
	Iteration 7Q: 3 clusters Score -5522007 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5523436.500000 Penalty: 3458.561523
	Iteration 8F: 3 clusters Score -5523436 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5525313.500000 Penalty: 3458.561523
	Iteration 9F: 3 clusters Score -5525314 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -5527440.500000 Penalty: 3458.561523
	Iteration 10F: 3 clusters Score -5527440 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5529046.500000 Penalty: 3458.561523
	Iteration 11F: 3 clusters Score -5529046 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5529964.000000 Penalty: 3458.561523
	Iteration 12Q: 3 clusters Score -5529964 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5530701.000000 Penalty: 3458.561523
	Iteration 13Q: 3 clusters Score -5530701 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -5531428.000000 Penalty: 3458.561523
	Iteration 14Q: 3 clusters Score -5531428 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5532178.500000 Penalty: 3458.561523
	Iteration 15Q: 3 clusters Score -5532178 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5532817.000000 Penalty: 3458.561523
	Iteration 16Q: 3 clusters Score -5532817 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5533383.500000 Penalty: 3458.561523
	Iteration 17Q: 3 clusters Score -5533384 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5533788.500000 Penalty: 3458.561523
	Iteration 18Q: 3 clusters Score -5533788 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -5534003.000000 Penalty: 3458.561523
	Iteration 19Q: 3 clusters Score -5534003 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5534167.500000 Penalty: 3458.561523
	Iteration 20F: 3 clusters Score -5534168 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -5534242.500000 Penalty: 3458.561523
	Iteration 21Q: 3 clusters Score -5534242 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5534273.500000 Penalty: 3458.561523
	Iteration 22Q: 3 clusters Score -5534274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5534314.000000 Penalty: 3458.561523
	Iteration 23Q: 3 clusters Score -5534314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5534317.000000 Penalty: 3458.561523
	Iteration 24Q: 3 clusters Score -5534317 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5534331.500000 Penalty: 3458.561523
	Iteration 25Q: 3 clusters Score -5534332 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5534350.000000 Penalty: 3458.561523
	Iteration 26Q: 3 clusters Score -5534350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5534344.500000 Penalty: 3458.561523
	Iteration 27Q: 3 clusters Score -5534344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5534353.500000 Penalty: 3458.561523
	Iteration 28Q: 3 clusters Score -5534354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -5534351.000000 Penalty: 3458.561523
	Iteration 29Q: 3 clusters Score -5534351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5534358.000000 Penalty: 3458.561523
	Iteration 30Q: 3 clusters Score -5534358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5534355.000000 Penalty: 3458.561523
	Iteration 31Q: 3 clusters Score -5534355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5534359.000000 Penalty: 3458.561523
	Iteration 32Q: 3 clusters Score -5534359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5534355.000000 Penalty: 3458.561523
	Iteration 33Q: 3 clusters Score -5534355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5534363.500000 Penalty: 3458.561523
	Iteration 34Q: 3 clusters Score -5534364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5534361.500000 Penalty: 3458.561523
	Iteration 35Q: 3 clusters Score -5534362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -5534358.000000 Penalty: 3458.561523
	Iteration 36Q: 3 clusters Score -5534358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5534361.500000 Penalty: 3458.561523
	Iteration 37Q: 3 clusters Score -5534362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -5534374.500000 Penalty: 3458.561523
	Iteration 38Q: 3 clusters Score -5534374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5534378.000000 Penalty: 3458.561523
	Iteration 39Q: 3 clusters Score -5534378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -5534385.000000 Penalty: 3458.561523
	Iteration 40F: 3 clusters Score -5534385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -5534379.500000 Penalty: 3458.561523
	Iteration 41Q: 3 clusters Score -5534380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5534381.000000 Penalty: 3458.561523
	Iteration 42Q: 3 clusters Score -5534381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -5534387.000000 Penalty: 3458.561523
	Iteration 43Q: 3 clusters Score -5534387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5534384.500000 Penalty: 3458.561523
	Iteration 44Q: 3 clusters Score -5534384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -5534377.500000 Penalty: 3458.561523
	Iteration 45Q: 3 clusters Score -5534378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5534384.000000 Penalty: 3458.561523
	Iteration 46Q: 3 clusters Score -5534384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5534385.000000 Penalty: 3458.561523
	Iteration 47Q: 3 clusters Score -5534385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5534389.500000 Penalty: 3458.561523
	Iteration 48Q: 3 clusters Score -5534390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -5534389.000000 Penalty: 3458.561523
	Iteration 49Q: 3 clusters Score -5534389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -5534388.000000 Penalty: 3458.561523
	Iteration 50Q: 3 clusters Score -5534388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5534383.500000 Penalty: 3458.561523
	Iteration 51Q: 3 clusters Score -5534384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5534388.000000 Penalty: 3458.561523
	Iteration 52Q: 3 clusters Score -5534388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5534396.500000 Penalty: 3458.561523
	Iteration 53Q: 3 clusters Score -5534396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5534397.500000 Penalty: 3458.561523
	Iteration 54Q: 3 clusters Score -5534398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -5534404.000000 Penalty: 3458.561523
	Iteration 55Q: 3 clusters Score -5534404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5534396.000000 Penalty: 3458.561523
	Iteration 56Q: 3 clusters Score -5534396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -5534401.500000 Penalty: 3458.561523
	Iteration 57Q: 3 clusters Score -5534402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -5534402.000000 Penalty: 3458.561523
	Iteration 58Q: 3 clusters Score -5534402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5534402.000000 Penalty: 3458.561523
	Iteration 59Q: 3 clusters Score -5534402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -5534400.000000 Penalty: 3458.561523
	Iteration 60F: 3 clusters Score -5534400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -5534395.500000 Penalty: 3458.561523
	Iteration 61Q: 3 clusters Score -5534396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5534403.500000 Penalty: 3458.561523
	Iteration 62Q: 3 clusters Score -5534404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5534400.000000 Penalty: 3458.561523
	Iteration 63Q: 3 clusters Score -5534400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5534398.500000 Penalty: 3458.561523
	Iteration 64Q: 3 clusters Score -5534398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5534400.000000 Penalty: 3458.561523
	Iteration 65Q: 3 clusters Score -5534400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5534404.000000 Penalty: 3458.561523
	Iteration 66Q: 3 clusters Score -5534404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5534403.000000 Penalty: 3458.561523
	Iteration 67Q: 3 clusters Score -5534403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5534403.000000 Penalty: 3458.561523
	Iteration 68F: 3 clusters Score -5534403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (31405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Entering Unmasked Estep 
Score: -4157423.250000 Penalty: 1682.642334
	Iteration 0F: 2 clusters Score -4157423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4136228.750000 Penalty: 3365.284668
	Iteration 0F: 3 clusters Score -4136229 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4144485.750000 Penalty: 3365.284668
	Iteration 1F: 3 clusters Score -4144486 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4145017.000000 Penalty: 3365.284668
	Iteration 2Q: 3 clusters Score -4145017 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4145633.000000 Penalty: 3365.284668
	Iteration 3Q: 3 clusters Score -4145633 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4146399.250000 Penalty: 3365.284668
	Iteration 4Q: 3 clusters Score -4146399 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4147394.750000 Penalty: 3365.284668
	Iteration 5F: 3 clusters Score -4147395 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4148875.000000 Penalty: 3365.284668
	Iteration 6F: 3 clusters Score -4148875 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4150629.500000 Penalty: 3365.284668
	Iteration 7F: 3 clusters Score -4150630 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4152294.500000 Penalty: 3365.284668
	Iteration 8F: 3 clusters Score -4152294 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4153597.750000 Penalty: 3365.284668
	Iteration 9Q: 3 clusters Score -4153598 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -4154554.500000 Penalty: 3365.284668
	Iteration 10Q: 3 clusters Score -4154554 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4155129.750000 Penalty: 3365.284668
	Iteration 11Q: 3 clusters Score -4155130 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4155478.250000 Penalty: 3365.284668
	Iteration 12Q: 3 clusters Score -4155478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4155676.000000 Penalty: 3365.284668
	Iteration 13Q: 3 clusters Score -4155676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4155791.250000 Penalty: 3365.284668
	Iteration 14Q: 3 clusters Score -4155791 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4155876.000000 Penalty: 3365.284668
	Iteration 15Q: 3 clusters Score -4155876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4155919.000000 Penalty: 3365.284668
	Iteration 16Q: 3 clusters Score -4155919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4155937.500000 Penalty: 3365.284668
	Iteration 17Q: 3 clusters Score -4155938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4155949.750000 Penalty: 3365.284668
	Iteration 18Q: 3 clusters Score -4155950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4155964.000000 Penalty: 3365.284668
	Iteration 19Q: 3 clusters Score -4155964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4155974.500000 Penalty: 3365.284668
	Iteration 20F: 3 clusters Score -4155974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4155983.000000 Penalty: 3365.284668
	Iteration 21Q: 3 clusters Score -4155983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4155999.000000 Penalty: 3365.284668
	Iteration 22Q: 3 clusters Score -4155999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4156005.250000 Penalty: 3365.284668
	Iteration 23Q: 3 clusters Score -4156005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4156004.250000 Penalty: 3365.284668
	Iteration 24Q: 3 clusters Score -4156004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4156011.500000 Penalty: 3365.284668
	Iteration 25Q: 3 clusters Score -4156012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4156013.250000 Penalty: 3365.284668
	Iteration 26Q: 3 clusters Score -4156013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4156011.500000 Penalty: 3365.284668
	Iteration 27Q: 3 clusters Score -4156012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4156012.250000 Penalty: 3365.284668
	Iteration 28Q: 3 clusters Score -4156012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4156019.000000 Penalty: 3365.284668
	Iteration 29Q: 3 clusters Score -4156019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4156019.000000 Penalty: 3365.284668
	Iteration 30F: 3 clusters Score -4156019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -626144.375000 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -626144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -622332.125000 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -622332.1 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -623364.312500 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -623364.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -623541.750000 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -623541.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -623655.625000 Penalty: 2751.212158
	Iteration 3Q: 3 clusters Score -623655.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -623768.812500 Penalty: 2751.212158
	Iteration 4Q: 3 clusters Score -623768.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -623878.625000 Penalty: 2751.212158
	Iteration 5Q: 3 clusters Score -623878.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -623977.687500 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -623977.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -624064.125000 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -624064.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -624142.687500 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -624142.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -624225.625000 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -624225.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -624299.312500 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -624299.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -624373.562500 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -624373.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -624438.625000 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -624438.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -624507.250000 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -624507.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -624565.625000 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -624565.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -624616.187500 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -624616.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -624650.125000 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -624650.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -624674.875000 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -624674.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -624692.187500 Penalty: 2751.212158
	Iteration 18Q: 3 clusters Score -624692.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -624706.187500 Penalty: 2751.212158
	Iteration 19Q: 3 clusters Score -624706.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -624720.750000 Penalty: 2751.212158
	Iteration 20F: 3 clusters Score -624720.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -624739.625000 Penalty: 2751.212158
	Iteration 21Q: 3 clusters Score -624739.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -624749.750000 Penalty: 2751.212158
	Iteration 22Q: 3 clusters Score -624749.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -624760.562500 Penalty: 2751.212158
	Iteration 23Q: 3 clusters Score -624760.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -624774.750000 Penalty: 2751.212158
	Iteration 24Q: 3 clusters Score -624774.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -624790.062500 Penalty: 2751.212158
	Iteration 25Q: 3 clusters Score -624790.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -624800.937500 Penalty: 2751.212158
	Iteration 26Q: 3 clusters Score -624800.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -624813.312500 Penalty: 2751.212158
	Iteration 27Q: 3 clusters Score -624813.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -624823.750000 Penalty: 2751.212158
	Iteration 28Q: 3 clusters Score -624823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -624830.187500 Penalty: 2751.212158
	Iteration 29Q: 3 clusters Score -624830.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -624838.500000 Penalty: 2751.212158
	Iteration 30Q: 3 clusters Score -624838.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -624842.437500 Penalty: 2751.212158
	Iteration 31Q: 3 clusters Score -624842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -624847.750000 Penalty: 2751.212158
	Iteration 32Q: 3 clusters Score -624847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -624849.937500 Penalty: 2751.212158
	Iteration 33Q: 3 clusters Score -624849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -624852.437500 Penalty: 2751.212158
	Iteration 34Q: 3 clusters Score -624852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -624857.062500 Penalty: 2751.212158
	Iteration 35Q: 3 clusters Score -624857.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -624859.187500 Penalty: 2751.212158
	Iteration 36Q: 3 clusters Score -624859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -624858.375000 Penalty: 2751.212158
	Iteration 37Q: 3 clusters Score -624858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -624859.250000 Penalty: 2751.212158
	Iteration 38Q: 3 clusters Score -624859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -624859.312500 Penalty: 2751.212158
	Iteration 39Q: 3 clusters Score -624859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -624859.812500 Penalty: 2751.212158
	Iteration 40F: 3 clusters Score -624859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -624860.500000 Penalty: 2751.212158
	Iteration 41Q: 3 clusters Score -624860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -624861.812500 Penalty: 2751.212158
	Iteration 42Q: 3 clusters Score -624861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -624863.000000 Penalty: 2751.212158
	Iteration 43Q: 3 clusters Score -624863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -624862.750000 Penalty: 2751.212158
	Iteration 44Q: 3 clusters Score -624862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -624862.500000 Penalty: 2751.212158
	Iteration 45Q: 3 clusters Score -624862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -624862.312500 Penalty: 2751.212158
	Iteration 46Q: 3 clusters Score -624862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -624862.312500 Penalty: 2751.212158
	Iteration 47F: 3 clusters Score -624862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -230385.500000 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -230385.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -228386.109375 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -228386.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -228815.343750 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -228815.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -228926.437500 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -228926.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228995.968750 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -228996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229046.515625 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -229046.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -229092.078125 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -229092.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229112.125000 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -229112.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229130.703125 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -229130.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -229142.687500 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -229142.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -229156.890625 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -229156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229167.125000 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -229167.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -229171.296875 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -229171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -229176.984375 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -229177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -229181.265625 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -229181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229184.875000 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -229184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229187.359375 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -229187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229190.281250 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -229190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229190.687500 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -229190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -229191.000000 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -229191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -229191.000000 Penalty: 2441.600830
	Iteration 19F: 3 clusters Score -229191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (48989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Entering Unmasked Estep 
Score: -6462557.500000 Penalty: 1754.894531
	Iteration 0F: 2 clusters Score -6462558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6429754.500000 Penalty: 3509.789062
	Iteration 0F: 3 clusters Score -6429754 nChanged 23042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -6442801.000000 Penalty: 3509.789062
	Iteration 1F: 3 clusters Score -6442801 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -6443296.000000 Penalty: 3509.789062
	Iteration 2Q: 3 clusters Score -6443296 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -6443812.000000 Penalty: 3509.789062
	Iteration 3Q: 3 clusters Score -6443812 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -6444417.000000 Penalty: 3509.789062
	Iteration 4Q: 3 clusters Score -6444417 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -6445431.500000 Penalty: 3509.789062
	Iteration 5Q: 3 clusters Score -6445432 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -6446922.000000 Penalty: 3509.789062
	Iteration 6F: 3 clusters Score -6446922 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6449347.500000 Penalty: 3509.789062
	Iteration 7F: 3 clusters Score -6449348 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6452656.500000 Penalty: 3509.789062
	Iteration 8F: 3 clusters Score -6452656 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -6456100.500000 Penalty: 3509.789062
	Iteration 9F: 3 clusters Score -6456100 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6458861.000000 Penalty: 3509.789062
	Iteration 10F: 3 clusters Score -6458861 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -6460252.500000 Penalty: 3509.789062
	Iteration 11Q: 3 clusters Score -6460252 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -6460729.500000 Penalty: 3509.789062
	Iteration 12Q: 3 clusters Score -6460730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6460868.500000 Penalty: 3509.789062
	Iteration 13Q: 3 clusters Score -6460868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -6460924.500000 Penalty: 3509.789062
	Iteration 14Q: 3 clusters Score -6460924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6460941.000000 Penalty: 3509.789062
	Iteration 15Q: 3 clusters Score -6460941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6460955.500000 Penalty: 3509.789062
	Iteration 16Q: 3 clusters Score -6460956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6460954.500000 Penalty: 3509.789062
	Iteration 17Q: 3 clusters Score -6460954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6460954.000000 Penalty: 3509.789062
	Iteration 18Q: 3 clusters Score -6460954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6460954.500000 Penalty: 3509.789062
	Iteration 19Q: 3 clusters Score -6460954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6460954.500000 Penalty: 3509.789062
	Iteration 20F: 3 clusters Score -6460954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (77356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Entering Unmasked Estep 
Score: -10261560.000000 Penalty: 1829.128174
	Iteration 0F: 2 clusters Score -1.026156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -10213067.000000 Penalty: 3658.256348
	Iteration 0F: 3 clusters Score -1.021307e+07 nChanged 36711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -10233532.000000 Penalty: 3658.256348
	Iteration 1F: 3 clusters Score -1.023353e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -10233954.000000 Penalty: 3658.256348
	Iteration 2Q: 3 clusters Score -1.023395e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -10234448.000000 Penalty: 3658.256348
	Iteration 3Q: 3 clusters Score -1.023445e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -10235093.000000 Penalty: 3658.256348
	Iteration 4Q: 3 clusters Score -1.023509e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -10235816.000000 Penalty: 3658.256348
	Iteration 5Q: 3 clusters Score -1.023582e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -10236796.000000 Penalty: 3658.256348
	Iteration 6Q: 3 clusters Score -1.02368e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -10238162.000000 Penalty: 3658.256348
	Iteration 7Q: 3 clusters Score -1.023816e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -10240012.000000 Penalty: 3658.256348
	Iteration 8F: 3 clusters Score -1.024001e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -10242481.000000 Penalty: 3658.256348
	Iteration 9F: 3 clusters Score -1.024248e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -10245651.000000 Penalty: 3658.256348
	Iteration 10F: 3 clusters Score -1.024565e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -10249388.000000 Penalty: 3658.256348
	Iteration 11F: 3 clusters Score -1.024939e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -10253027.000000 Penalty: 3658.256348
	Iteration 12F: 3 clusters Score -1.025303e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -10255483.000000 Penalty: 3658.256348
	Iteration 13Q: 3 clusters Score -1.025548e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -10256881.000000 Penalty: 3658.256348
	Iteration 14Q: 3 clusters Score -1.025688e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -10257970.000000 Penalty: 3658.256348
	Iteration 15Q: 3 clusters Score -1.025797e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -10258970.000000 Penalty: 3658.256348
	Iteration 16Q: 3 clusters Score -1.025897e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -10259947.000000 Penalty: 3658.256348
	Iteration 17Q: 3 clusters Score -1.025995e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -10260602.000000 Penalty: 3658.256348
	Iteration 18Q: 3 clusters Score -1.02606e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -10261126.000000 Penalty: 3658.256348
	Iteration 19Q: 3 clusters Score -1.026113e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -10261504.000000 Penalty: 3658.256348
	Iteration 20F: 3 clusters Score -1.02615e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -10261645.000000 Penalty: 3658.256348
	Iteration 21Q: 3 clusters Score -1.026164e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -10261738.000000 Penalty: 3658.256348
	Iteration 22Q: 3 clusters Score -1.026174e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -10261748.000000 Penalty: 3658.256348
	Iteration 23Q: 3 clusters Score -1.026175e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -10261755.000000 Penalty: 3658.256348
	Iteration 24Q: 3 clusters Score -1.026176e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -10261774.000000 Penalty: 3658.256348
	Iteration 25Q: 3 clusters Score -1.026177e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -10261761.000000 Penalty: 3658.256348
	Iteration 26Q: 3 clusters Score -1.026176e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -10261781.000000 Penalty: 3658.256348
	Iteration 27Q: 3 clusters Score -1.026178e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -10261792.000000 Penalty: 3658.256348
	Iteration 28Q: 3 clusters Score -1.026179e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -10261832.000000 Penalty: 3658.256348
	Iteration 29Q: 3 clusters Score -1.026183e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -10261858.000000 Penalty: 3658.256348
	Iteration 30Q: 3 clusters Score -1.026186e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -10261831.000000 Penalty: 3658.256348
	Iteration 31Q: 3 clusters Score -1.026183e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -10261815.000000 Penalty: 3658.256348
	Iteration 32Q: 3 clusters Score -1.026182e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -10261824.000000 Penalty: 3658.256348
	Iteration 33Q: 3 clusters Score -1.026182e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -10261841.000000 Penalty: 3658.256348
	Iteration 34Q: 3 clusters Score -1.026184e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -10261840.000000 Penalty: 3658.256348
	Iteration 35Q: 3 clusters Score -1.026184e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -10261781.000000 Penalty: 3658.256348
	Iteration 36Q: 3 clusters Score -1.026178e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -10261805.000000 Penalty: 3658.256348
	Iteration 37Q: 3 clusters Score -1.02618e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -10261833.000000 Penalty: 3658.256348
	Iteration 38Q: 3 clusters Score -1.026183e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -10261787.000000 Penalty: 3658.256348
	Iteration 39Q: 3 clusters Score -1.026179e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -10261834.000000 Penalty: 3658.256348
	Iteration 40F: 3 clusters Score -1.026183e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -10261812.000000 Penalty: 3658.256348
	Iteration 41Q: 3 clusters Score -1.026181e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -10261833.000000 Penalty: 3658.256348
	Iteration 42Q: 3 clusters Score -1.026183e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -10261839.000000 Penalty: 3658.256348
	Iteration 43Q: 3 clusters Score -1.026184e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -10261860.000000 Penalty: 3658.256348
	Iteration 44Q: 3 clusters Score -1.026186e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -10261885.000000 Penalty: 3658.256348
	Iteration 45Q: 3 clusters Score -1.026188e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -10261876.000000 Penalty: 3658.256348
	Iteration 46Q: 3 clusters Score -1.026188e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -10261894.000000 Penalty: 3658.256348
	Iteration 47Q: 3 clusters Score -1.026189e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -10261864.000000 Penalty: 3658.256348
	Iteration 48Q: 3 clusters Score -1.026186e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -10261847.000000 Penalty: 3658.256348
	Iteration 49Q: 3 clusters Score -1.026185e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -10261842.000000 Penalty: 3658.256348
	Iteration 50Q: 3 clusters Score -1.026184e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -10261860.000000 Penalty: 3658.256348
	Iteration 51Q: 3 clusters Score -1.026186e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -10261851.000000 Penalty: 3658.256348
	Iteration 52Q: 3 clusters Score -1.026185e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -10261832.000000 Penalty: 3658.256348
	Iteration 53Q: 3 clusters Score -1.026183e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -10261845.000000 Penalty: 3658.256348
	Iteration 54Q: 3 clusters Score -1.026184e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -10261869.000000 Penalty: 3658.256348
	Iteration 55Q: 3 clusters Score -1.026187e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -10261861.000000 Penalty: 3658.256348
	Iteration 56Q: 3 clusters Score -1.026186e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -10261852.000000 Penalty: 3658.256348
	Iteration 57Q: 3 clusters Score -1.026185e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -10261885.000000 Penalty: 3658.256348
	Iteration 58Q: 3 clusters Score -1.026188e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -10261865.000000 Penalty: 3658.256348
	Iteration 59Q: 3 clusters Score -1.026186e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -10261852.000000 Penalty: 3658.256348
	Iteration 60F: 3 clusters Score -1.026185e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -10261831.000000 Penalty: 3658.256348
	Iteration 61Q: 3 clusters Score -1.026183e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -10261883.000000 Penalty: 3658.256348
	Iteration 62Q: 3 clusters Score -1.026188e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -10261879.000000 Penalty: 3658.256348
	Iteration 63Q: 3 clusters Score -1.026188e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -10261904.000000 Penalty: 3658.256348
	Iteration 64Q: 3 clusters Score -1.02619e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -10261919.000000 Penalty: 3658.256348
	Iteration 65Q: 3 clusters Score -1.026192e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -10261940.000000 Penalty: 3658.256348
	Iteration 66Q: 3 clusters Score -1.026194e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -10261975.000000 Penalty: 3658.256348
	Iteration 67Q: 3 clusters Score -1.026198e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -10261984.000000 Penalty: 3658.256348
	Iteration 68Q: 3 clusters Score -1.026198e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -10261959.000000 Penalty: 3658.256348
	Iteration 69Q: 3 clusters Score -1.026196e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -10261973.000000 Penalty: 3658.256348
	Iteration 70Q: 3 clusters Score -1.026197e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.026195e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.026195e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.026197e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.026194e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.026196e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.026198e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.026194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -10261928.000000 Penalty: 3658.256348
	Iteration 78Q: 3 clusters Score -1.026193e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -10261924.000000 Penalty: 3658.256348
	Iteration 79Q: 3 clusters Score -1.026192e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -10261907.000000 Penalty: 3658.256348
	Iteration 80F: 3 clusters Score -1.026191e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -10261911.000000 Penalty: 3658.256348
	Iteration 81Q: 3 clusters Score -1.026191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.026192e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -10261908.000000 Penalty: 3658.256348
	Iteration 83Q: 3 clusters Score -1.026191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -10261891.000000 Penalty: 3658.256348
	Iteration 84Q: 3 clusters Score -1.026189e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -10261898.000000 Penalty: 3658.256348
	Iteration 85Q: 3 clusters Score -1.02619e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -10261892.000000 Penalty: 3658.256348
	Iteration 86Q: 3 clusters Score -1.026189e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -10261917.000000 Penalty: 3658.256348
	Iteration 87Q: 3 clusters Score -1.026192e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -10261913.000000 Penalty: 3658.256348
	Iteration 88Q: 3 clusters Score -1.026191e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -10261896.000000 Penalty: 3658.256348
	Iteration 89Q: 3 clusters Score -1.02619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -10261885.000000 Penalty: 3658.256348
	Iteration 90Q: 3 clusters Score -1.026188e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.026189e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -10261869.000000 Penalty: 3658.256348
	Iteration 92Q: 3 clusters Score -1.026187e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -10261894.000000 Penalty: 3658.256348
	Iteration 93Q: 3 clusters Score -1.026189e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -10261902.000000 Penalty: 3658.256348
	Iteration 94Q: 3 clusters Score -1.02619e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -10261904.000000 Penalty: 3658.256348
	Iteration 95Q: 3 clusters Score -1.02619e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -10261939.000000 Penalty: 3658.256348
	Iteration 96Q: 3 clusters Score -1.026194e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -10261940.000000 Penalty: 3658.256348
	Iteration 97Q: 3 clusters Score -1.026194e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -10261959.000000 Penalty: 3658.256348
	Iteration 98Q: 3 clusters Score -1.026196e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -10261965.000000 Penalty: 3658.256348
	Iteration 99Q: 3 clusters Score -1.026196e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -10261962.000000 Penalty: 3658.256348
	Iteration 100F: 3 clusters Score -1.026196e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -10261985.000000 Penalty: 3658.256348
	Iteration 101Q: 3 clusters Score -1.026198e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -10261983.000000 Penalty: 3658.256348
	Iteration 102Q: 3 clusters Score -1.026198e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -10262012.000000 Penalty: 3658.256348
	Iteration 103Q: 3 clusters Score -1.026201e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -10262034.000000 Penalty: 3658.256348
	Iteration 104Q: 3 clusters Score -1.026203e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -10262049.000000 Penalty: 3658.256348
	Iteration 105Q: 3 clusters Score -1.026205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -10262047.000000 Penalty: 3658.256348
	Iteration 106Q: 3 clusters Score -1.026205e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -10262025.000000 Penalty: 3658.256348
	Iteration 107Q: 3 clusters Score -1.026202e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -10262017.000000 Penalty: 3658.256348
	Iteration 108Q: 3 clusters Score -1.026202e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -10262046.000000 Penalty: 3658.256348
	Iteration 109Q: 3 clusters Score -1.026205e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -10262073.000000 Penalty: 3658.256348
	Iteration 110Q: 3 clusters Score -1.026207e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -10262075.000000 Penalty: 3658.256348
	Iteration 111Q: 3 clusters Score -1.026208e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -10262093.000000 Penalty: 3658.256348
	Iteration 112Q: 3 clusters Score -1.026209e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -10262072.000000 Penalty: 3658.256348
	Iteration 113Q: 3 clusters Score -1.026207e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -10262063.000000 Penalty: 3658.256348
	Iteration 114Q: 3 clusters Score -1.026206e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -10262078.000000 Penalty: 3658.256348
	Iteration 115Q: 3 clusters Score -1.026208e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -10262034.000000 Penalty: 3658.256348
	Iteration 116Q: 3 clusters Score -1.026203e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -10262035.000000 Penalty: 3658.256348
	Iteration 117Q: 3 clusters Score -1.026204e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10262011.000000 Penalty: 3658.256348
	Iteration 118Q: 3 clusters Score -1.026201e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -10262009.000000 Penalty: 3658.256348
	Iteration 119Q: 3 clusters Score -1.026201e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -10262013.000000 Penalty: 3658.256348
	Iteration 120F: 3 clusters Score -1.026201e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -10261998.000000 Penalty: 3658.256348
	Iteration 121Q: 3 clusters Score -1.0262e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -10261973.000000 Penalty: 3658.256348
	Iteration 122Q: 3 clusters Score -1.026197e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -10261939.000000 Penalty: 3658.256348
	Iteration 123Q: 3 clusters Score -1.026194e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -10261938.000000 Penalty: 3658.256348
	Iteration 124Q: 3 clusters Score -1.026194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -10261945.000000 Penalty: 3658.256348
	Iteration 125Q: 3 clusters Score -1.026194e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -10261934.000000 Penalty: 3658.256348
	Iteration 126Q: 3 clusters Score -1.026193e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -10261943.000000 Penalty: 3658.256348
	Iteration 127Q: 3 clusters Score -1.026194e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -10261931.000000 Penalty: 3658.256348
	Iteration 128Q: 3 clusters Score -1.026193e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -10261947.000000 Penalty: 3658.256348
	Iteration 129Q: 3 clusters Score -1.026195e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -10261948.000000 Penalty: 3658.256348
	Iteration 130Q: 3 clusters Score -1.026195e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -10261944.000000 Penalty: 3658.256348
	Iteration 131Q: 3 clusters Score -1.026194e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -10261921.000000 Penalty: 3658.256348
	Iteration 132Q: 3 clusters Score -1.026192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -10261906.000000 Penalty: 3658.256348
	Iteration 133Q: 3 clusters Score -1.026191e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -10261916.000000 Penalty: 3658.256348
	Iteration 134Q: 3 clusters Score -1.026192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -10261892.000000 Penalty: 3658.256348
	Iteration 135Q: 3 clusters Score -1.026189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -10261888.000000 Penalty: 3658.256348
	Iteration 136Q: 3 clusters Score -1.026189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -10261891.000000 Penalty: 3658.256348
	Iteration 137Q: 3 clusters Score -1.026189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -10261891.000000 Penalty: 3658.256348
	Iteration 138Q: 3 clusters Score -1.026189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -10261891.000000 Penalty: 3658.256348
	Iteration 139Q: 3 clusters Score -1.026189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -10261888.000000 Penalty: 3658.256348
	Iteration 140F: 3 clusters Score -1.026189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -10261893.000000 Penalty: 3658.256348
	Iteration 141Q: 3 clusters Score -1.026189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -10261909.000000 Penalty: 3658.256348
	Iteration 142Q: 3 clusters Score -1.026191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -10261902.000000 Penalty: 3658.256348
	Iteration 143Q: 3 clusters Score -1.02619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -10261904.000000 Penalty: 3658.256348
	Iteration 144Q: 3 clusters Score -1.02619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -10261907.000000 Penalty: 3658.256348
	Iteration 145Q: 3 clusters Score -1.026191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -10261898.000000 Penalty: 3658.256348
	Iteration 146Q: 3 clusters Score -1.02619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -10261898.000000 Penalty: 3658.256348
	Iteration 147F: 3 clusters Score -1.02619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 67706 members 
Mstep: Class 5 contains 64040 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 71677 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 6183 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 70013 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 71235 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17105 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18136 members 
Mstep: Class 29 contains 4961 members 
Mstep: Class 30 contains 18259 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 31405 members 
Mstep: Class 33 contains 4747 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 48989 members 
Mstep: Class 36 contains 62628 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 88770 members 
Mstep: Class 39 contains 57461 members 
Mstep: Class 40 contains 19204 members 
Mstep: Class 41 contains 14728 members 
Entering Unmasked Estep 
Score: -127792856.000000 Penalty: 92049.632812
Splitting cluster 36 changes total score from -127792664.000000 to -127792856.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 37 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -345177.406250 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -345177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342625.375000 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -342625.4 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -343285.000000 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -343285 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -343464.781250 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -343464.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -343583.937500 Penalty: 2569.028809
	Iteration 3F: 3 clusters Score -343583.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -343676.906250 Penalty: 2569.028809
	Iteration 4Q: 3 clusters Score -343676.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -343752.343750 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -343752.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -343816.656250 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -343816.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -343855.468750 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -343855.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -343883.156250 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -343883.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -343903.875000 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -343903.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -343924.468750 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -343924.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -343943.812500 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -343943.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -343968.093750 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -343968.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343991.187500 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -343991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -344005.437500 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -344005.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -344025.312500 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -344025.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -344042.406250 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -344042.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -344051.250000 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -344051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -344057.250000 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -344057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -344063.687500 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -344063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -344068.375000 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -344068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -344073.437500 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -344073.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -344080.687500 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -344080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -344085.843750 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -344085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -344091.062500 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -344091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -344093.687500 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -344093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -344096.187500 Penalty: 2569.028809
	Iteration 26Q: 3 clusters Score -344096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -344098.312500 Penalty: 2569.028809
	Iteration 27Q: 3 clusters Score -344098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -344100.187500 Penalty: 2569.028809
	Iteration 28Q: 3 clusters Score -344100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -344102.343750 Penalty: 2569.028809
	Iteration 29Q: 3 clusters Score -344102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -344106.062500 Penalty: 2569.028809
	Iteration 30Q: 3 clusters Score -344106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -344110.000000 Penalty: 2569.028809
	Iteration 31Q: 3 clusters Score -344110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -344112.562500 Penalty: 2569.028809
	Iteration 32Q: 3 clusters Score -344112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -344115.781250 Penalty: 2569.028809
	Iteration 33Q: 3 clusters Score -344115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -344117.468750 Penalty: 2569.028809
	Iteration 34Q: 3 clusters Score -344117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -344118.500000 Penalty: 2569.028809
	Iteration 35Q: 3 clusters Score -344118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -344120.375000 Penalty: 2569.028809
	Iteration 36Q: 3 clusters Score -344120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -344120.062500 Penalty: 2569.028809
	Iteration 37Q: 3 clusters Score -344120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -344121.687500 Penalty: 2569.028809
	Iteration 38Q: 3 clusters Score -344121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -344122.812500 Penalty: 2569.028809
	Iteration 39Q: 3 clusters Score -344122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -344123.750000 Penalty: 2569.028809
	Iteration 40F: 3 clusters Score -344123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -344124.781250 Penalty: 2569.028809
	Iteration 41Q: 3 clusters Score -344124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -344124.843750 Penalty: 2569.028809
	Iteration 42Q: 3 clusters Score -344124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -344125.625000 Penalty: 2569.028809
	Iteration 43Q: 3 clusters Score -344125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -344126.500000 Penalty: 2569.028809
	Iteration 44Q: 3 clusters Score -344126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -344126.437500 Penalty: 2569.028809
	Iteration 45Q: 3 clusters Score -344126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -344126.531250 Penalty: 2569.028809
	Iteration 46Q: 3 clusters Score -344126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -344126.531250 Penalty: 2569.028809
	Iteration 47F: 3 clusters Score -344126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (88770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Entering Unmasked Estep 
Score: -11718409.000000 Penalty: 1851.493042
	Iteration 0F: 2 clusters Score -1.171841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -11664589.000000 Penalty: 3702.986084
	Iteration 0F: 3 clusters Score -1.166459e+07 nChanged 42616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -11689140.000000 Penalty: 3702.986084
	Iteration 1F: 3 clusters Score -1.168914e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -11689858.000000 Penalty: 3702.986084
	Iteration 2Q: 3 clusters Score -1.168986e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -11690870.000000 Penalty: 3702.986084
	Iteration 3Q: 3 clusters Score -1.169087e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -11692699.000000 Penalty: 3702.986084
	Iteration 4Q: 3 clusters Score -1.16927e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -11695970.000000 Penalty: 3702.986084
	Iteration 5F: 3 clusters Score -1.169597e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -11700120.000000 Penalty: 3702.986084
	Iteration 6F: 3 clusters Score -1.170012e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -11705255.000000 Penalty: 3702.986084
	Iteration 7F: 3 clusters Score -1.170526e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -11710153.000000 Penalty: 3702.986084
	Iteration 8F: 3 clusters Score -1.171015e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -11713634.000000 Penalty: 3702.986084
	Iteration 9Q: 3 clusters Score -1.171363e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11715609.000000 Penalty: 3702.986084
	Iteration 10Q: 3 clusters Score -1.171561e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11716291.000000 Penalty: 3702.986084
	Iteration 11Q: 3 clusters Score -1.171629e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11716592.000000 Penalty: 3702.986084
	Iteration 12Q: 3 clusters Score -1.171659e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11716690.000000 Penalty: 3702.986084
	Iteration 13Q: 3 clusters Score -1.171669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11716722.000000 Penalty: 3702.986084
	Iteration 14Q: 3 clusters Score -1.171672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11716752.000000 Penalty: 3702.986084
	Iteration 15Q: 3 clusters Score -1.171675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11716777.000000 Penalty: 3702.986084
	Iteration 16Q: 3 clusters Score -1.171678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11716791.000000 Penalty: 3702.986084
	Iteration 17Q: 3 clusters Score -1.171679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11716792.000000 Penalty: 3702.986084
	Iteration 18Q: 3 clusters Score -1.171679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11716792.000000 Penalty: 3702.986084
	Iteration 19Q: 3 clusters Score -1.171679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11716813.000000 Penalty: 3702.986084
	Iteration 20F: 3 clusters Score -1.171681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11716826.000000 Penalty: 3702.986084
	Iteration 21Q: 3 clusters Score -1.171683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11716830.000000 Penalty: 3702.986084
	Iteration 22Q: 3 clusters Score -1.171683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11716831.000000 Penalty: 3702.986084
	Iteration 23Q: 3 clusters Score -1.171683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11716841.000000 Penalty: 3702.986084
	Iteration 24Q: 3 clusters Score -1.171684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11716847.000000 Penalty: 3702.986084
	Iteration 25Q: 3 clusters Score -1.171685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11716848.000000 Penalty: 3702.986084
	Iteration 26Q: 3 clusters Score -1.171685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11716848.000000 Penalty: 3702.986084
	Iteration 27F: 3 clusters Score -1.171685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (57461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Entering Unmasked Estep 
Score: -7589481.000000 Penalty: 1780.814941
	Iteration 0F: 2 clusters Score -7589481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -7551981.000000 Penalty: 3561.629883
	Iteration 0F: 3 clusters Score -7551981 nChanged 27152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -7567183.500000 Penalty: 3561.629883
	Iteration 1F: 3 clusters Score -7567184 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -7567676.000000 Penalty: 3561.629883
	Iteration 2Q: 3 clusters Score -7567676 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -7568149.500000 Penalty: 3561.629883
	Iteration 3Q: 3 clusters Score -7568150 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -7568766.000000 Penalty: 3561.629883
	Iteration 4Q: 3 clusters Score -7568766 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -7569776.000000 Penalty: 3561.629883
	Iteration 5Q: 3 clusters Score -7569776 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -7571528.000000 Penalty: 3561.629883
	Iteration 6F: 3 clusters Score -7571528 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -7574426.000000 Penalty: 3561.629883
	Iteration 7F: 3 clusters Score -7574426 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -7578640.000000 Penalty: 3561.629883
	Iteration 8F: 3 clusters Score -7578640 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -7582945.500000 Penalty: 3561.629883
	Iteration 9F: 3 clusters Score -7582946 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7585818.000000 Penalty: 3561.629883
	Iteration 10F: 3 clusters Score -7585818 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7587079.500000 Penalty: 3561.629883
	Iteration 11Q: 3 clusters Score -7587080 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7587556.000000 Penalty: 3561.629883
	Iteration 12Q: 3 clusters Score -7587556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7587743.000000 Penalty: 3561.629883
	Iteration 13Q: 3 clusters Score -7587743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7587824.000000 Penalty: 3561.629883
	Iteration 14Q: 3 clusters Score -7587824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7587878.000000 Penalty: 3561.629883
	Iteration 15Q: 3 clusters Score -7587878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7587896.000000 Penalty: 3561.629883
	Iteration 16Q: 3 clusters Score -7587896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7587899.500000 Penalty: 3561.629883
	Iteration 17Q: 3 clusters Score -7587900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7587907.000000 Penalty: 3561.629883
	Iteration 18Q: 3 clusters Score -7587907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7587910.500000 Penalty: 3561.629883
	Iteration 19Q: 3 clusters Score -7587910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7587926.000000 Penalty: 3561.629883
	Iteration 20F: 3 clusters Score -7587926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7587922.500000 Penalty: 3561.629883
	Iteration 21Q: 3 clusters Score -7587922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7587925.500000 Penalty: 3561.629883
	Iteration 22Q: 3 clusters Score -7587926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7587927.000000 Penalty: 3561.629883
	Iteration 23Q: 3 clusters Score -7587927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7587928.000000 Penalty: 3561.629883
	Iteration 24Q: 3 clusters Score -7587928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7587929.500000 Penalty: 3561.629883
	Iteration 25Q: 3 clusters Score -7587930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7587929.500000 Penalty: 3561.629883
	Iteration 26F: 3 clusters Score -7587930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Entering Unmasked Estep 
Score: -2568444.750000 Penalty: 1602.717041
	Iteration 0F: 2 clusters Score -2568445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2555369.500000 Penalty: 3205.434082
	Iteration 0F: 3 clusters Score -2555370 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2559996.500000 Penalty: 3205.434082
	Iteration 1F: 3 clusters Score -2559996 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2560478.000000 Penalty: 3205.434082
	Iteration 2F: 3 clusters Score -2560478 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2561094.500000 Penalty: 3205.434082
	Iteration 3F: 3 clusters Score -2561094 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2561851.000000 Penalty: 3205.434082
	Iteration 4F: 3 clusters Score -2561851 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2562829.500000 Penalty: 3205.434082
	Iteration 5F: 3 clusters Score -2562830 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2563884.500000 Penalty: 3205.434082
	Iteration 6F: 3 clusters Score -2563884 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2564937.250000 Penalty: 3205.434082
	Iteration 7F: 3 clusters Score -2564937 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2565826.000000 Penalty: 3205.434082
	Iteration 8Q: 3 clusters Score -2565826 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2566370.750000 Penalty: 3205.434082
	Iteration 9Q: 3 clusters Score -2566371 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2566661.750000 Penalty: 3205.434082
	Iteration 10Q: 3 clusters Score -2566662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2566811.750000 Penalty: 3205.434082
	Iteration 11Q: 3 clusters Score -2566812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2566876.000000 Penalty: 3205.434082
	Iteration 12Q: 3 clusters Score -2566876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2566917.750000 Penalty: 3205.434082
	Iteration 13Q: 3 clusters Score -2566918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2566942.750000 Penalty: 3205.434082
	Iteration 14Q: 3 clusters Score -2566943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2566972.500000 Penalty: 3205.434082
	Iteration 15Q: 3 clusters Score -2566972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2566994.750000 Penalty: 3205.434082
	Iteration 16Q: 3 clusters Score -2566995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2567018.250000 Penalty: 3205.434082
	Iteration 17Q: 3 clusters Score -2567018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2567023.250000 Penalty: 3205.434082
	Iteration 18Q: 3 clusters Score -2567023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2567025.750000 Penalty: 3205.434082
	Iteration 19Q: 3 clusters Score -2567026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2567030.250000 Penalty: 3205.434082
	Iteration 20F: 3 clusters Score -2567030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2567033.250000 Penalty: 3205.434082
	Iteration 21Q: 3 clusters Score -2567033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2567035.750000 Penalty: 3205.434082
	Iteration 22Q: 3 clusters Score -2567036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2567035.750000 Penalty: 3205.434082
	Iteration 23F: 3 clusters Score -2567036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 67706 members 
Mstep: Class 5 contains 64040 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 71677 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 6183 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 18 contains 70013 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 71235 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17105 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18136 members 
Mstep: Class 29 contains 4961 members 
Mstep: Class 30 contains 18259 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 31405 members 
Mstep: Class 33 contains 4747 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 48989 members 
Mstep: Class 36 contains 62628 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 88770 members 
Mstep: Class 39 contains 57461 members 
Mstep: Class 40 contains 19204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793456.000000 Penalty: 92049.632812
Iteration 319Q: 42 clusters Score -1.277935e+08 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 67698 members 
Mstep: Class 5 contains 63996 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 71722 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21459 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 11368 members 
Mstep: Class 18 contains 69924 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 6407 members 
Mstep: Class 23 contains 71409 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18154 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 18271 members 
Mstep: Class 31 contains 41800 members 
Mstep: Class 32 contains 31517 members 
Mstep: Class 33 contains 4762 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 48838 members 
Mstep: Class 36 contains 62650 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 89320 members 
Mstep: Class 39 contains 57451 members 
Mstep: Class 40 contains 19268 members 
Mstep: Class 41 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793728.000000 Penalty: 92049.632812
Iteration 320F: 42 clusters Score -1.277937e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 17847 members 
Mstep: Class 4 contains 67654 members 
Mstep: Class 5 contains 63962 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17049 members 
Mstep: Class 9 contains 71726 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21380 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15423 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 69817 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 71458 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17101 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18124 members 
Mstep: Class 29 contains 4931 members 
Mstep: Class 30 contains 18261 members 
Mstep: Class 31 contains 41745 members 
Mstep: Class 32 contains 31652 members 
Mstep: Class 33 contains 4780 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 48531 members 
Mstep: Class 36 contains 62763 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 89866 members 
Mstep: Class 39 contains 57881 members 
Mstep: Class 40 contains 19345 members 
Mstep: Class 41 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793336.000000 Penalty: 92049.632812
Iteration 321Q: 42 clusters Score -1.277933e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 17813 members 
Mstep: Class 4 contains 67592 members 
Mstep: Class 5 contains 63934 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 9 contains 71746 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21320 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15417 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 69703 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 71448 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17095 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18107 members 
Mstep: Class 29 contains 4913 members 
Mstep: Class 30 contains 18262 members 
Mstep: Class 31 contains 41714 members 
Mstep: Class 32 contains 31780 members 
Mstep: Class 33 contains 4792 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 48248 members 
Mstep: Class 36 contains 63064 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 90336 members 
Mstep: Class 39 contains 58295 members 
Mstep: Class 40 contains 19425 members 
Mstep: Class 41 contains 14870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793400.000000 Penalty: 92049.632812
Iteration 322Q: 42 clusters Score -1.277934e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 17778 members 
Mstep: Class 4 contains 67479 members 
Mstep: Class 5 contains 63903 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 9 contains 71723 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21262 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15403 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 69573 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 71402 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17090 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18085 members 
Mstep: Class 29 contains 4893 members 
Mstep: Class 30 contains 18268 members 
Mstep: Class 31 contains 41688 members 
Mstep: Class 32 contains 31911 members 
Mstep: Class 33 contains 4808 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 48022 members 
Mstep: Class 36 contains 63400 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 90819 members 
Mstep: Class 39 contains 58659 members 
Mstep: Class 40 contains 19499 members 
Mstep: Class 41 contains 14924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793248.000000 Penalty: 92049.632812
Iteration 323Q: 42 clusters Score -1.277932e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 17745 members 
Mstep: Class 4 contains 67352 members 
Mstep: Class 5 contains 63859 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 8 contains 17056 members 
Mstep: Class 9 contains 71717 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21233 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 5851 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 69444 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 71333 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17088 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18069 members 
Mstep: Class 29 contains 4876 members 
Mstep: Class 30 contains 18274 members 
Mstep: Class 31 contains 41657 members 
Mstep: Class 32 contains 32031 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 47764 members 
Mstep: Class 36 contains 63792 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 91344 members 
Mstep: Class 39 contains 59014 members 
Mstep: Class 40 contains 19559 members 
Mstep: Class 41 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792936.000000 Penalty: 92049.632812
Iteration 324Q: 42 clusters Score -1.277929e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 11788 members 
Mstep: Class 3 contains 17713 members 
Mstep: Class 4 contains 67248 members 
Mstep: Class 5 contains 63763 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17075 members 
Mstep: Class 9 contains 71701 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21211 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 8528 members 
Mstep: Class 18 contains 69324 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 71268 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17089 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18065 members 
Mstep: Class 29 contains 4873 members 
Mstep: Class 30 contains 18276 members 
Mstep: Class 31 contains 41619 members 
Mstep: Class 32 contains 32168 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 47481 members 
Mstep: Class 36 contains 64156 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 91855 members 
Mstep: Class 39 contains 59387 members 
Mstep: Class 40 contains 19629 members 
Mstep: Class 41 contains 15044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792744.000000 Penalty: 92049.632812
Iteration 325Q: 42 clusters Score -1.277927e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 17677 members 
Mstep: Class 4 contains 67101 members 
Mstep: Class 5 contains 63665 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 71696 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21210 members 
Mstep: Class 13 contains 6177 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15366 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 8066 members 
Mstep: Class 18 contains 69190 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 71185 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17087 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18067 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 18275 members 
Mstep: Class 31 contains 41577 members 
Mstep: Class 32 contains 32336 members 
Mstep: Class 33 contains 4869 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 47194 members 
Mstep: Class 36 contains 64528 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 92309 members 
Mstep: Class 39 contains 59758 members 
Mstep: Class 40 contains 19692 members 
Mstep: Class 41 contains 15115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792784.000000 Penalty: 92049.632812
Iteration 326Q: 42 clusters Score -1.277928e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 11770 members 
Mstep: Class 3 contains 17652 members 
Mstep: Class 4 contains 66947 members 
Mstep: Class 5 contains 63591 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 71689 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21191 members 
Mstep: Class 13 contains 6177 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 7640 members 
Mstep: Class 18 contains 69084 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 71070 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17085 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18070 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 18276 members 
Mstep: Class 31 contains 41528 members 
Mstep: Class 32 contains 32467 members 
Mstep: Class 33 contains 4888 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 46912 members 
Mstep: Class 36 contains 64953 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 92757 members 
Mstep: Class 39 contains 60131 members 
Mstep: Class 40 contains 19769 members 
Mstep: Class 41 contains 15199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792336.000000 Penalty: 92049.632812
Iteration 327Q: 42 clusters Score -1.277923e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 17637 members 
Mstep: Class 4 contains 66789 members 
Mstep: Class 5 contains 63504 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17123 members 
Mstep: Class 9 contains 71646 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21164 members 
Mstep: Class 13 contains 6178 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15341 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 68971 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5702 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 70974 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17086 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18073 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 18278 members 
Mstep: Class 31 contains 41480 members 
Mstep: Class 32 contains 32604 members 
Mstep: Class 33 contains 4901 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 46653 members 
Mstep: Class 36 contains 65400 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 93186 members 
Mstep: Class 39 contains 60470 members 
Mstep: Class 40 contains 19852 members 
Mstep: Class 41 contains 15295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792528.000000 Penalty: 92049.632812
Iteration 328Q: 42 clusters Score -1.277925e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 4 contains 66632 members 
Mstep: Class 5 contains 63398 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 9 contains 71605 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21148 members 
Mstep: Class 13 contains 6176 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 6907 members 
Mstep: Class 18 contains 68875 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 70897 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17081 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18072 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 18283 members 
Mstep: Class 31 contains 41448 members 
Mstep: Class 32 contains 32757 members 
Mstep: Class 33 contains 4908 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 46363 members 
Mstep: Class 36 contains 65808 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 93676 members 
Mstep: Class 39 contains 60750 members 
Mstep: Class 40 contains 19921 members 
Mstep: Class 41 contains 15375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792456.000000 Penalty: 92049.632812
Iteration 329Q: 42 clusters Score -1.277925e+08 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 66465 members 
Mstep: Class 5 contains 63282 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 17138 members 
Mstep: Class 9 contains 71572 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 21117 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15320 members 
Mstep: Class 16 contains 5851 members 
Mstep: Class 17 contains 6589 members 
Mstep: Class 18 contains 68778 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 70792 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17076 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18070 members 
Mstep: Class 29 contains 4868 members 
Mstep: Class 30 contains 18287 members 
Mstep: Class 31 contains 41418 members 
Mstep: Class 32 contains 32864 members 
Mstep: Class 33 contains 4920 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 46057 members 
Mstep: Class 36 contains 66248 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 94191 members 
Mstep: Class 39 contains 61031 members 
Mstep: Class 40 contains 19984 members 
Mstep: Class 41 contains 15444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792352.000000 Penalty: 92049.632812
Iteration 330Q: 42 clusters Score -1.277924e+08 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 17599 members 
Mstep: Class 4 contains 66305 members 
Mstep: Class 5 contains 63212 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 17135 members 
Mstep: Class 9 contains 71557 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 21098 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15322 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 68690 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 70713 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17069 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18064 members 
Mstep: Class 29 contains 4868 members 
Mstep: Class 30 contains 18283 members 
Mstep: Class 31 contains 41383 members 
Mstep: Class 32 contains 32942 members 
Mstep: Class 33 contains 4940 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 45675 members 
Mstep: Class 36 contains 66713 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 94683 members 
Mstep: Class 39 contains 61368 members 
Mstep: Class 40 contains 20041 members 
Mstep: Class 41 contains 15497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792552.000000 Penalty: 92049.632812
Iteration 331Q: 42 clusters Score -1.277926e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 17585 members 
Mstep: Class 4 contains 66155 members 
Mstep: Class 5 contains 63135 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 17143 members 
Mstep: Class 9 contains 71524 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 21067 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 68613 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 6365 members 
Mstep: Class 23 contains 70662 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18055 members 
Mstep: Class 29 contains 4861 members 
Mstep: Class 30 contains 18288 members 
Mstep: Class 31 contains 41353 members 
Mstep: Class 32 contains 33016 members 
Mstep: Class 33 contains 4951 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 45244 members 
Mstep: Class 36 contains 67087 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 95195 members 
Mstep: Class 39 contains 61708 members 
Mstep: Class 40 contains 20095 members 
Mstep: Class 41 contains 15547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792208.000000 Penalty: 92049.632812
Iteration 332Q: 42 clusters Score -1.277922e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 17566 members 
Mstep: Class 4 contains 65978 members 
Mstep: Class 5 contains 63069 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 17170 members 
Mstep: Class 9 contains 71516 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15326 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 68526 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 70580 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17055 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18053 members 
Mstep: Class 29 contains 4854 members 
Mstep: Class 30 contains 18293 members 
Mstep: Class 31 contains 41302 members 
Mstep: Class 32 contains 33068 members 
Mstep: Class 33 contains 4962 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 44664 members 
Mstep: Class 36 contains 67506 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 95758 members 
Mstep: Class 39 contains 62049 members 
Mstep: Class 40 contains 20149 members 
Mstep: Class 41 contains 15593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791888.000000 Penalty: 92049.632812
Iteration 333Q: 42 clusters Score -1.277919e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 65785 members 
Mstep: Class 5 contains 63028 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17195 members 
Mstep: Class 9 contains 71482 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 21029 members 
Mstep: Class 13 contains 6176 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15313 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 5634 members 
Mstep: Class 18 contains 68438 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 70535 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17052 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18052 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 18300 members 
Mstep: Class 31 contains 41244 members 
Mstep: Class 32 contains 33122 members 
Mstep: Class 33 contains 4973 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 44060 members 
Mstep: Class 36 contains 67951 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 96304 members 
Mstep: Class 39 contains 62456 members 
Mstep: Class 40 contains 20202 members 
Mstep: Class 41 contains 15626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791744.000000 Penalty: 92049.632812
Iteration 334Q: 42 clusters Score -1.277917e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 65527 members 
Mstep: Class 5 contains 62978 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 71474 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 21015 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15303 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 5476 members 
Mstep: Class 18 contains 68355 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 70494 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 17050 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18043 members 
Mstep: Class 29 contains 4833 members 
Mstep: Class 30 contains 18307 members 
Mstep: Class 31 contains 41191 members 
Mstep: Class 32 contains 33169 members 
Mstep: Class 33 contains 4983 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 43420 members 
Mstep: Class 36 contains 68411 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 96853 members 
Mstep: Class 39 contains 62817 members 
Mstep: Class 40 contains 20244 members 
Mstep: Class 41 contains 15662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791280.000000 Penalty: 92049.632812
Iteration 335Q: 42 clusters Score -1.277913e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 17534 members 
Mstep: Class 4 contains 65324 members 
Mstep: Class 5 contains 62939 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 8 contains 17243 members 
Mstep: Class 9 contains 71474 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 20996 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15294 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 68263 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 70413 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 17045 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18038 members 
Mstep: Class 29 contains 4811 members 
Mstep: Class 30 contains 18323 members 
Mstep: Class 31 contains 41131 members 
Mstep: Class 32 contains 33214 members 
Mstep: Class 33 contains 4997 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 42798 members 
Mstep: Class 36 contains 68828 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 97403 members 
Mstep: Class 39 contains 63195 members 
Mstep: Class 40 contains 20292 members 
Mstep: Class 41 contains 15727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791104.000000 Penalty: 92049.632812
Iteration 336Q: 42 clusters Score -1.277911e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 11690 members 
Mstep: Class 3 contains 17519 members 
Mstep: Class 4 contains 65112 members 
Mstep: Class 5 contains 62866 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17256 members 
Mstep: Class 9 contains 71492 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 20983 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15295 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 68162 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 6351 members 
Mstep: Class 23 contains 70336 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17047 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18023 members 
Mstep: Class 29 contains 4779 members 
Mstep: Class 30 contains 18334 members 
Mstep: Class 31 contains 41065 members 
Mstep: Class 32 contains 33268 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 42143 members 
Mstep: Class 36 contains 69289 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 97938 members 
Mstep: Class 39 contains 63617 members 
Mstep: Class 40 contains 20354 members 
Mstep: Class 41 contains 15753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127791008.000000 Penalty: 92049.632812
Iteration 337Q: 42 clusters Score -1.27791e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 64885 members 
Mstep: Class 5 contains 62784 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 71500 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 20965 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15287 members 
Mstep: Class 16 contains 5858 members 
Mstep: Class 17 contains 5047 members 
Mstep: Class 18 contains 68072 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 6353 members 
Mstep: Class 23 contains 70228 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17045 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 18013 members 
Mstep: Class 29 contains 4749 members 
Mstep: Class 30 contains 18338 members 
Mstep: Class 31 contains 41035 members 
Mstep: Class 32 contains 33321 members 
Mstep: Class 33 contains 5032 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 41487 members 
Mstep: Class 36 contains 69644 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 98507 members 
Mstep: Class 39 contains 64003 members 
Mstep: Class 40 contains 20375 members 
Mstep: Class 41 contains 15798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790632.000000 Penalty: 92049.632812
Iteration 338Q: 42 clusters Score -1.277906e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 64703 members 
Mstep: Class 5 contains 62685 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17292 members 
Mstep: Class 9 contains 71531 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 4931 members 
Mstep: Class 18 contains 67977 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 70092 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17038 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17996 members 
Mstep: Class 29 contains 4728 members 
Mstep: Class 30 contains 18352 members 
Mstep: Class 31 contains 41015 members 
Mstep: Class 32 contains 33365 members 
Mstep: Class 33 contains 5052 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 40840 members 
Mstep: Class 36 contains 70016 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 99036 members 
Mstep: Class 39 contains 64392 members 
Mstep: Class 40 contains 20400 members 
Mstep: Class 41 contains 15858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790296.000000 Penalty: 92049.632812
Iteration 339Q: 42 clusters Score -1.277903e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 64504 members 
Mstep: Class 5 contains 62594 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 17300 members 
Mstep: Class 9 contains 71576 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 20937 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15258 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 67895 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 69980 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17034 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17979 members 
Mstep: Class 29 contains 4724 members 
Mstep: Class 30 contains 18364 members 
Mstep: Class 31 contains 40988 members 
Mstep: Class 32 contains 33413 members 
Mstep: Class 33 contains 5064 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 40289 members 
Mstep: Class 36 contains 70372 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 99490 members 
Mstep: Class 39 contains 64685 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790168.000000 Penalty: 92049.632812
Iteration 340F: 42 clusters Score -1.277902e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 11661 members 
Mstep: Class 3 contains 17450 members 
Mstep: Class 4 contains 64362 members 
Mstep: Class 5 contains 62478 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 17298 members 
Mstep: Class 9 contains 71650 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 20931 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15260 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 67817 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 69915 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17036 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17962 members 
Mstep: Class 29 contains 4718 members 
Mstep: Class 30 contains 18376 members 
Mstep: Class 31 contains 40958 members 
Mstep: Class 32 contains 33458 members 
Mstep: Class 33 contains 5078 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39839 members 
Mstep: Class 36 contains 70712 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 99961 members 
Mstep: Class 39 contains 64838 members 
Mstep: Class 40 contains 20435 members 
Mstep: Class 41 contains 15941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790328.000000 Penalty: 92049.632812
Iteration 341Q: 42 clusters Score -1.277903e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 64204 members 
Mstep: Class 5 contains 62402 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 17291 members 
Mstep: Class 9 contains 71703 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 20947 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15257 members 
Mstep: Class 16 contains 5864 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 18 contains 67715 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 69843 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 17040 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17958 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 18381 members 
Mstep: Class 31 contains 40937 members 
Mstep: Class 32 contains 33508 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39541 members 
Mstep: Class 36 contains 71027 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 100460 members 
Mstep: Class 39 contains 64846 members 
Mstep: Class 40 contains 20440 members 
Mstep: Class 41 contains 15990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127790032.000000 Penalty: 92049.632812
Iteration 342Q: 42 clusters Score -1.2779e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 11652 members 
Mstep: Class 3 contains 17405 members 
Mstep: Class 4 contains 64070 members 
Mstep: Class 5 contains 62328 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 71764 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15249 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 67601 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 69751 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 17043 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17957 members 
Mstep: Class 29 contains 4666 members 
Mstep: Class 30 contains 18401 members 
Mstep: Class 31 contains 40923 members 
Mstep: Class 32 contains 33565 members 
Mstep: Class 33 contains 5106 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39329 members 
Mstep: Class 36 contains 71322 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 100982 members 
Mstep: Class 39 contains 64693 members 
Mstep: Class 40 contains 20444 members 
Mstep: Class 41 contains 16054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789744.000000 Penalty: 92049.632812
Iteration 343Q: 42 clusters Score -1.277897e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 11653 members 
Mstep: Class 3 contains 17402 members 
Mstep: Class 4 contains 63977 members 
Mstep: Class 5 contains 62161 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 17269 members 
Mstep: Class 9 contains 71809 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 20961 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15240 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 69680 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2698 members 
Mstep: Class 26 contains 17037 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17957 members 
Mstep: Class 29 contains 4632 members 
Mstep: Class 30 contains 18405 members 
Mstep: Class 31 contains 40892 members 
Mstep: Class 32 contains 33633 members 
Mstep: Class 33 contains 5123 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39251 members 
Mstep: Class 36 contains 71611 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 101467 members 
Mstep: Class 39 contains 64450 members 
Mstep: Class 40 contains 20452 members 
Mstep: Class 41 contains 16107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789392.000000 Penalty: 92049.632812
Iteration 344Q: 42 clusters Score -1.277894e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 11651 members 
Mstep: Class 3 contains 17390 members 
Mstep: Class 4 contains 63842 members 
Mstep: Class 5 contains 61993 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17252 members 
Mstep: Class 9 contains 71857 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 18 contains 67401 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 69597 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2697 members 
Mstep: Class 26 contains 17034 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17962 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 18397 members 
Mstep: Class 31 contains 40868 members 
Mstep: Class 32 contains 33711 members 
Mstep: Class 33 contains 5142 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39233 members 
Mstep: Class 36 contains 71907 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 101952 members 
Mstep: Class 39 contains 64115 members 
Mstep: Class 40 contains 20454 members 
Mstep: Class 41 contains 16169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127789200.000000 Penalty: 92049.632812
Iteration 345Q: 42 clusters Score -1.277892e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 11652 members 
Mstep: Class 3 contains 17370 members 
Mstep: Class 4 contains 63752 members 
Mstep: Class 5 contains 61840 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 17240 members 
Mstep: Class 9 contains 71945 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15217 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 67319 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 69486 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17031 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17954 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 18398 members 
Mstep: Class 31 contains 40847 members 
Mstep: Class 32 contains 33758 members 
Mstep: Class 33 contains 5168 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39236 members 
Mstep: Class 36 contains 72259 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 102479 members 
Mstep: Class 39 contains 63688 members 
Mstep: Class 40 contains 20475 members 
Mstep: Class 41 contains 16220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788640.000000 Penalty: 92049.632812
Iteration 346Q: 42 clusters Score -1.277886e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 11642 members 
Mstep: Class 3 contains 17347 members 
Mstep: Class 4 contains 63627 members 
Mstep: Class 5 contains 61751 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 72003 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 21009 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 5864 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 67214 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6384 members 
Mstep: Class 23 contains 69364 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17031 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17948 members 
Mstep: Class 29 contains 4559 members 
Mstep: Class 30 contains 18407 members 
Mstep: Class 31 contains 40841 members 
Mstep: Class 32 contains 33793 members 
Mstep: Class 33 contains 5188 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39294 members 
Mstep: Class 36 contains 72677 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 102999 members 
Mstep: Class 39 contains 63237 members 
Mstep: Class 40 contains 20498 members 
Mstep: Class 41 contains 16283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127788280.000000 Penalty: 92049.632812
Iteration 347Q: 42 clusters Score -1.277883e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 17322 members 
Mstep: Class 4 contains 63538 members 
Mstep: Class 5 contains 61646 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 17225 members 
Mstep: Class 9 contains 72070 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21000 members 
Mstep: Class 13 contains 6138 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 67100 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 69287 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17026 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17950 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 18428 members 
Mstep: Class 31 contains 40821 members 
Mstep: Class 32 contains 33835 members 
Mstep: Class 33 contains 5209 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39386 members 
Mstep: Class 36 contains 73075 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 103432 members 
Mstep: Class 39 contains 62786 members 
Mstep: Class 40 contains 20512 members 
Mstep: Class 41 contains 16345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787768.000000 Penalty: 92049.632812
Iteration 348Q: 42 clusters Score -1.277878e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 17295 members 
Mstep: Class 4 contains 63456 members 
Mstep: Class 5 contains 61524 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 72125 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 21009 members 
Mstep: Class 13 contains 6134 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 15215 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 66995 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17019 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17943 members 
Mstep: Class 29 contains 4534 members 
Mstep: Class 30 contains 18439 members 
Mstep: Class 31 contains 40803 members 
Mstep: Class 32 contains 33882 members 
Mstep: Class 33 contains 5225 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39537 members 
Mstep: Class 36 contains 73448 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 103832 members 
Mstep: Class 39 contains 62322 members 
Mstep: Class 40 contains 20525 members 
Mstep: Class 41 contains 16400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127787336.000000 Penalty: 92049.632812
Iteration 349Q: 42 clusters Score -1.277873e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 17278 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 61431 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8087 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 72193 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21015 members 
Mstep: Class 13 contains 6134 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 18 contains 66923 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 69152 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17018 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17939 members 
Mstep: Class 29 contains 4520 members 
Mstep: Class 30 contains 18448 members 
Mstep: Class 31 contains 40772 members 
Mstep: Class 32 contains 33911 members 
Mstep: Class 33 contains 5259 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39726 members 
Mstep: Class 36 contains 73809 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 104164 members 
Mstep: Class 39 contains 61847 members 
Mstep: Class 40 contains 20531 members 
Mstep: Class 41 contains 16456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786832.000000 Penalty: 92049.632812
Iteration 350Q: 42 clusters Score -1.277868e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 11621 members 
Mstep: Class 3 contains 17246 members 
Mstep: Class 4 contains 63163 members 
Mstep: Class 5 contains 61316 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 72297 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 21029 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 15197 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 66834 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 69054 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17011 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17944 members 
Mstep: Class 29 contains 4515 members 
Mstep: Class 30 contains 18463 members 
Mstep: Class 31 contains 40745 members 
Mstep: Class 32 contains 33957 members 
Mstep: Class 33 contains 5283 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 39967 members 
Mstep: Class 36 contains 74175 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 104418 members 
Mstep: Class 39 contains 61353 members 
Mstep: Class 40 contains 20544 members 
Mstep: Class 41 contains 16542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127786352.000000 Penalty: 92049.632812
Iteration 351Q: 42 clusters Score -1.277864e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 63027 members 
Mstep: Class 5 contains 61194 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 17251 members 
Mstep: Class 9 contains 72363 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 6135 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 15180 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 3729 members 
Mstep: Class 18 contains 66752 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 6423 members 
Mstep: Class 23 contains 68973 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17007 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17940 members 
Mstep: Class 29 contains 4514 members 
Mstep: Class 30 contains 18464 members 
Mstep: Class 31 contains 40720 members 
Mstep: Class 32 contains 33999 members 
Mstep: Class 33 contains 5306 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 40238 members 
Mstep: Class 36 contains 74550 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 104690 members 
Mstep: Class 39 contains 60869 members 
Mstep: Class 40 contains 20561 members 
Mstep: Class 41 contains 16622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785976.000000 Penalty: 92049.632812
Iteration 352Q: 42 clusters Score -1.27786e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 62843 members 
Mstep: Class 5 contains 61106 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 17285 members 
Mstep: Class 9 contains 72424 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21053 members 
Mstep: Class 13 contains 6130 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 15177 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 3676 members 
Mstep: Class 18 contains 66671 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 68847 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17003 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17934 members 
Mstep: Class 29 contains 4499 members 
Mstep: Class 30 contains 18467 members 
Mstep: Class 31 contains 40698 members 
Mstep: Class 32 contains 34030 members 
Mstep: Class 33 contains 5328 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 40516 members 
Mstep: Class 36 contains 74940 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 104835 members 
Mstep: Class 39 contains 60485 members 
Mstep: Class 40 contains 20562 members 
Mstep: Class 41 contains 16727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785512.000000 Penalty: 92049.632812
Iteration 353Q: 42 clusters Score -1.277855e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 11619 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 62683 members 
Mstep: Class 5 contains 60974 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 17316 members 
Mstep: Class 9 contains 72466 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 15178 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6442 members 
Mstep: Class 23 contains 68683 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2697 members 
Mstep: Class 26 contains 16997 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17922 members 
Mstep: Class 29 contains 4485 members 
Mstep: Class 30 contains 18472 members 
Mstep: Class 31 contains 40664 members 
Mstep: Class 32 contains 34050 members 
Mstep: Class 33 contains 5356 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 40772 members 
Mstep: Class 36 contains 75338 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 104957 members 
Mstep: Class 39 contains 60163 members 
Mstep: Class 40 contains 20571 members 
Mstep: Class 41 contains 16846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785552.000000 Penalty: 92049.632812
Iteration 354Q: 42 clusters Score -1.277856e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 11621 members 
Mstep: Class 3 contains 17107 members 
Mstep: Class 4 contains 62494 members 
Mstep: Class 5 contains 60868 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 17349 members 
Mstep: Class 9 contains 72503 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21091 members 
Mstep: Class 13 contains 6122 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 66522 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 68534 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16996 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17905 members 
Mstep: Class 29 contains 4472 members 
Mstep: Class 30 contains 18478 members 
Mstep: Class 31 contains 40633 members 
Mstep: Class 32 contains 34062 members 
Mstep: Class 33 contains 5375 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 41047 members 
Mstep: Class 36 contains 75672 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 105064 members 
Mstep: Class 39 contains 59892 members 
Mstep: Class 40 contains 20583 members 
Mstep: Class 41 contains 16959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785256.000000 Penalty: 92049.632812
Iteration 355Q: 42 clusters Score -1.277853e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 17076 members 
Mstep: Class 4 contains 62355 members 
Mstep: Class 5 contains 60764 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 17380 members 
Mstep: Class 9 contains 72508 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21093 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 66440 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 68385 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16994 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17902 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 18496 members 
Mstep: Class 31 contains 40603 members 
Mstep: Class 32 contains 34078 members 
Mstep: Class 33 contains 5402 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 41336 members 
Mstep: Class 36 contains 75974 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 105089 members 
Mstep: Class 39 contains 59734 members 
Mstep: Class 40 contains 20600 members 
Mstep: Class 41 contains 17082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784920.000000 Penalty: 92049.632812
Iteration 356Q: 42 clusters Score -1.277849e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 17035 members 
Mstep: Class 4 contains 62233 members 
Mstep: Class 5 contains 60667 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 17424 members 
Mstep: Class 9 contains 72480 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21096 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 15182 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 66340 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6464 members 
Mstep: Class 23 contains 68270 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16987 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17893 members 
Mstep: Class 29 contains 4451 members 
Mstep: Class 30 contains 18513 members 
Mstep: Class 31 contains 40577 members 
Mstep: Class 32 contains 34093 members 
Mstep: Class 33 contains 5428 members 
Mstep: Class 34 contains 1836 members 
Mstep: Class 35 contains 41659 members 
Mstep: Class 36 contains 76209 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 105102 members 
Mstep: Class 39 contains 59632 members 
Mstep: Class 40 contains 20594 members 
Mstep: Class 41 contains 17209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127785016.000000 Penalty: 92049.632812
Iteration 357Q: 42 clusters Score -1.27785e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 17008 members 
Mstep: Class 4 contains 62136 members 
Mstep: Class 5 contains 60518 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 17459 members 
Mstep: Class 9 contains 72452 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21102 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 66253 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 68174 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16974 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17889 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 18525 members 
Mstep: Class 31 contains 40552 members 
Mstep: Class 32 contains 34122 members 
Mstep: Class 33 contains 5451 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 41952 members 
Mstep: Class 36 contains 76327 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 105073 members 
Mstep: Class 39 contains 59599 members 
Mstep: Class 40 contains 20597 members 
Mstep: Class 41 contains 17352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127784696.000000 Penalty: 92049.632812
Iteration 358Q: 42 clusters Score -1.277847e+08 nChanged 2488
Entering ConstructFrom: 
Score: -127784696.000000 Penalty: 92049.632812
Entering ConstructFrom: 
Trying to split cluster 1 (68348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Entering Unmasked Estep 
Score: -9074146.000000 Penalty: 1809.009644
	Iteration 0F: 2 clusters Score -9074146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -9029705.000000 Penalty: 3618.019287
	Iteration 0F: 3 clusters Score -9029705 nChanged 32337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -9048193.000000 Penalty: 3618.019287
	Iteration 1F: 3 clusters Score -9048193 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -9048822.000000 Penalty: 3618.019287
	Iteration 2Q: 3 clusters Score -9048822 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -9049628.000000 Penalty: 3618.019287
	Iteration 3Q: 3 clusters Score -9049628 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -9050732.000000 Penalty: 3618.019287
	Iteration 4Q: 3 clusters Score -9050732 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -9052544.000000 Penalty: 3618.019287
	Iteration 5F: 3 clusters Score -9052544 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9055329.000000 Penalty: 3618.019287
	Iteration 6F: 3 clusters Score -9055329 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -9059593.000000 Penalty: 3618.019287
	Iteration 7F: 3 clusters Score -9059593 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -9064229.000000 Penalty: 3618.019287
	Iteration 8F: 3 clusters Score -9064229 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -9068024.000000 Penalty: 3618.019287
	Iteration 9F: 3 clusters Score -9068024 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -9070546.000000 Penalty: 3618.019287
	Iteration 10Q: 3 clusters Score -9070546 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -9071752.000000 Penalty: 3618.019287
	Iteration 11Q: 3 clusters Score -9071752 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -9072196.000000 Penalty: 3618.019287
	Iteration 12Q: 3 clusters Score -9072196 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -9072381.000000 Penalty: 3618.019287
	Iteration 13Q: 3 clusters Score -9072381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -9072467.000000 Penalty: 3618.019287
	Iteration 14Q: 3 clusters Score -9072467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -9072501.000000 Penalty: 3618.019287
	Iteration 15Q: 3 clusters Score -9072501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -9072527.000000 Penalty: 3618.019287
	Iteration 16Q: 3 clusters Score -9072527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -9072544.000000 Penalty: 3618.019287
	Iteration 17Q: 3 clusters Score -9072544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -9072550.000000 Penalty: 3618.019287
	Iteration 18Q: 3 clusters Score -9072550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -9072550.000000 Penalty: 3618.019287
	Iteration 19Q: 3 clusters Score -9072550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -9072557.000000 Penalty: 3618.019287
	Iteration 20F: 3 clusters Score -9072557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Entering Unmasked Estep 
Score: -1369916.000000 Penalty: 1520.980591
	Iteration 0F: 2 clusters Score -1369916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1361818.250000 Penalty: 3041.961182
	Iteration 0F: 3 clusters Score -1361818 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1365228.875000 Penalty: 3041.961182
	Iteration 1F: 3 clusters Score -1365229 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1366058.375000 Penalty: 3041.961182
	Iteration 2F: 3 clusters Score -1366058 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1366777.250000 Penalty: 3041.961182
	Iteration 3F: 3 clusters Score -1366777 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1367426.250000 Penalty: 3041.961182
	Iteration 4F: 3 clusters Score -1367426 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1367921.000000 Penalty: 3041.961182
	Iteration 5F: 3 clusters Score -1367921 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1368303.500000 Penalty: 3041.961182
	Iteration 6Q: 3 clusters Score -1368304 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1368616.375000 Penalty: 3041.961182
	Iteration 7Q: 3 clusters Score -1368616 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1368881.250000 Penalty: 3041.961182
	Iteration 8Q: 3 clusters Score -1368881 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1369086.000000 Penalty: 3041.961182
	Iteration 9Q: 3 clusters Score -1369086 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1369221.250000 Penalty: 3041.961182
	Iteration 10Q: 3 clusters Score -1369221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1369320.250000 Penalty: 3041.961182
	Iteration 11Q: 3 clusters Score -1369320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1369394.000000 Penalty: 3041.961182
	Iteration 12Q: 3 clusters Score -1369394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1369425.250000 Penalty: 3041.961182
	Iteration 13Q: 3 clusters Score -1369425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1369445.750000 Penalty: 3041.961182
	Iteration 14Q: 3 clusters Score -1369446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1369462.625000 Penalty: 3041.961182
	Iteration 15Q: 3 clusters Score -1369463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1369470.250000 Penalty: 3041.961182
	Iteration 16Q: 3 clusters Score -1369470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1369475.750000 Penalty: 3041.961182
	Iteration 17Q: 3 clusters Score -1369476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1369479.750000 Penalty: 3041.961182
	Iteration 18Q: 3 clusters Score -1369480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1369483.000000 Penalty: 3041.961182
	Iteration 19Q: 3 clusters Score -1369483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1369485.125000 Penalty: 3041.961182
	Iteration 20F: 3 clusters Score -1369485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1369485.750000 Penalty: 3041.961182
	Iteration 21Q: 3 clusters Score -1369486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1369489.625000 Penalty: 3041.961182
	Iteration 22Q: 3 clusters Score -1369490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1369497.000000 Penalty: 3041.961182
	Iteration 23Q: 3 clusters Score -1369497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1369494.250000 Penalty: 3041.961182
	Iteration 24Q: 3 clusters Score -1369494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1369493.125000 Penalty: 3041.961182
	Iteration 25Q: 3 clusters Score -1369493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1369493.750000 Penalty: 3041.961182
	Iteration 26Q: 3 clusters Score -1369494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1369497.000000 Penalty: 3041.961182
	Iteration 27Q: 3 clusters Score -1369497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1369496.250000 Penalty: 3041.961182
	Iteration 28Q: 3 clusters Score -1369496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1369500.625000 Penalty: 3041.961182
	Iteration 29Q: 3 clusters Score -1369501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1369504.125000 Penalty: 3041.961182
	Iteration 30Q: 3 clusters Score -1369504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1369507.125000 Penalty: 3041.961182
	Iteration 31Q: 3 clusters Score -1369507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1369505.500000 Penalty: 3041.961182
	Iteration 32Q: 3 clusters Score -1369506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1369508.250000 Penalty: 3041.961182
	Iteration 33Q: 3 clusters Score -1369508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1369513.500000 Penalty: 3041.961182
	Iteration 34Q: 3 clusters Score -1369514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1369515.000000 Penalty: 3041.961182
	Iteration 35Q: 3 clusters Score -1369515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1369515.125000 Penalty: 3041.961182
	Iteration 36Q: 3 clusters Score -1369515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1369516.125000 Penalty: 3041.961182
	Iteration 37Q: 3 clusters Score -1369516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1369516.125000 Penalty: 3041.961182
	Iteration 38F: 3 clusters Score -1369516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Entering Unmasked Estep 
Score: -2190962.000000 Penalty: 1582.639526
	Iteration 0F: 2 clusters Score -2190962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2179373.500000 Penalty: 3165.279053
	Iteration 0F: 3 clusters Score -2179374 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2183399.750000 Penalty: 3165.279053
	Iteration 1F: 3 clusters Score -2183400 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2183643.250000 Penalty: 3165.279053
	Iteration 2Q: 3 clusters Score -2183643 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2183890.250000 Penalty: 3165.279053
	Iteration 3Q: 3 clusters Score -2183890 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2184119.000000 Penalty: 3165.279053
	Iteration 4Q: 3 clusters Score -2184119 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2184370.000000 Penalty: 3165.279053
	Iteration 5Q: 3 clusters Score -2184370 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2184684.000000 Penalty: 3165.279053
	Iteration 6Q: 3 clusters Score -2184684 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2185110.000000 Penalty: 3165.279053
	Iteration 7Q: 3 clusters Score -2185110 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2185709.500000 Penalty: 3165.279053
	Iteration 8F: 3 clusters Score -2185710 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2186533.500000 Penalty: 3165.279053
	Iteration 9F: 3 clusters Score -2186534 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2187504.500000 Penalty: 3165.279053
	Iteration 10F: 3 clusters Score -2187504 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2188306.250000 Penalty: 3165.279053
	Iteration 11F: 3 clusters Score -2188306 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2188860.000000 Penalty: 3165.279053
	Iteration 12Q: 3 clusters Score -2188860 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2189148.500000 Penalty: 3165.279053
	Iteration 13Q: 3 clusters Score -2189148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2189342.250000 Penalty: 3165.279053
	Iteration 14Q: 3 clusters Score -2189342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2189442.000000 Penalty: 3165.279053
	Iteration 15Q: 3 clusters Score -2189442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2189505.000000 Penalty: 3165.279053
	Iteration 16Q: 3 clusters Score -2189505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2189549.500000 Penalty: 3165.279053
	Iteration 17Q: 3 clusters Score -2189550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2189568.000000 Penalty: 3165.279053
	Iteration 18Q: 3 clusters Score -2189568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2189589.500000 Penalty: 3165.279053
	Iteration 19Q: 3 clusters Score -2189590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2189605.250000 Penalty: 3165.279053
	Iteration 20F: 3 clusters Score -2189605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2189612.750000 Penalty: 3165.279053
	Iteration 21Q: 3 clusters Score -2189613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2189624.000000 Penalty: 3165.279053
	Iteration 22Q: 3 clusters Score -2189624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2189623.000000 Penalty: 3165.279053
	Iteration 23Q: 3 clusters Score -2189623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2189625.000000 Penalty: 3165.279053
	Iteration 24Q: 3 clusters Score -2189625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2189623.500000 Penalty: 3165.279053
	Iteration 25Q: 3 clusters Score -2189624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2189624.250000 Penalty: 3165.279053
	Iteration 26Q: 3 clusters Score -2189624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2189625.750000 Penalty: 3165.279053
	Iteration 27Q: 3 clusters Score -2189626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2189625.750000 Penalty: 3165.279053
	Iteration 28F: 3 clusters Score -2189626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Entering Unmasked Estep 
Score: -8233647.500000 Penalty: 1793.109253
	Iteration 0F: 2 clusters Score -8233648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -8192529.000000 Penalty: 3586.218506
	Iteration 0F: 3 clusters Score -8192529 nChanged 29077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -8208884.500000 Penalty: 3586.218506
	Iteration 1F: 3 clusters Score -8208884 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -8209489.000000 Penalty: 3586.218506
	Iteration 2Q: 3 clusters Score -8209489 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -8210401.500000 Penalty: 3586.218506
	Iteration 3Q: 3 clusters Score -8210402 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -8211819.000000 Penalty: 3586.218506
	Iteration 4F: 3 clusters Score -8211819 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -8214357.500000 Penalty: 3586.218506
	Iteration 5F: 3 clusters Score -8214358 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -8218386.000000 Penalty: 3586.218506
	Iteration 6F: 3 clusters Score -8218386 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -8223691.000000 Penalty: 3586.218506
	Iteration 7F: 3 clusters Score -8223691 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8228026.500000 Penalty: 3586.218506
	Iteration 8F: 3 clusters Score -8228026 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8230617.000000 Penalty: 3586.218506
	Iteration 9Q: 3 clusters Score -8230617 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8231521.000000 Penalty: 3586.218506
	Iteration 10Q: 3 clusters Score -8231521 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8231860.500000 Penalty: 3586.218506
	Iteration 11Q: 3 clusters Score -8231860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8231950.500000 Penalty: 3586.218506
	Iteration 12Q: 3 clusters Score -8231950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8231998.500000 Penalty: 3586.218506
	Iteration 13Q: 3 clusters Score -8231998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8232030.500000 Penalty: 3586.218506
	Iteration 14Q: 3 clusters Score -8232030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8232046.500000 Penalty: 3586.218506
	Iteration 15Q: 3 clusters Score -8232046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8232056.000000 Penalty: 3586.218506
	Iteration 16Q: 3 clusters Score -8232056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8232065.500000 Penalty: 3586.218506
	Iteration 17Q: 3 clusters Score -8232066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8232066.500000 Penalty: 3586.218506
	Iteration 18Q: 3 clusters Score -8232066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8232072.000000 Penalty: 3586.218506
	Iteration 19Q: 3 clusters Score -8232072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8232073.000000 Penalty: 3586.218506
	Iteration 20F: 3 clusters Score -8232073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8232073.000000 Penalty: 3586.218506
	Iteration 21Q: 3 clusters Score -8232073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8232073.000000 Penalty: 3586.218506
	Iteration 22F: 3 clusters Score -8232073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Entering Unmasked Estep 
Score: -8018797.000000 Penalty: 1788.861694
	Iteration 0F: 2 clusters Score -8018797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -7978796.000000 Penalty: 3577.723389
	Iteration 0F: 3 clusters Score -7978796 nChanged 28508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -7995722.500000 Penalty: 3577.723389
	Iteration 1F: 3 clusters Score -7995722 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7996689.500000 Penalty: 3577.723389
	Iteration 2Q: 3 clusters Score -7996690 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -7997962.500000 Penalty: 3577.723389
	Iteration 3Q: 3 clusters Score -7997962 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -7999636.000000 Penalty: 3577.723389
	Iteration 4F: 3 clusters Score -7999636 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -8002012.000000 Penalty: 3577.723389
	Iteration 5F: 3 clusters Score -8002012 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -8005041.500000 Penalty: 3577.723389
	Iteration 6F: 3 clusters Score -8005042 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8008288.500000 Penalty: 3577.723389
	Iteration 7F: 3 clusters Score -8008288 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8011133.000000 Penalty: 3577.723389
	Iteration 8F: 3 clusters Score -8011133 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8013339.500000 Penalty: 3577.723389
	Iteration 9Q: 3 clusters Score -8013340 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8014811.000000 Penalty: 3577.723389
	Iteration 10Q: 3 clusters Score -8014811 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8015849.000000 Penalty: 3577.723389
	Iteration 11Q: 3 clusters Score -8015849 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8016527.500000 Penalty: 3577.723389
	Iteration 12Q: 3 clusters Score -8016528 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8016881.000000 Penalty: 3577.723389
	Iteration 13Q: 3 clusters Score -8016881 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8017084.500000 Penalty: 3577.723389
	Iteration 14Q: 3 clusters Score -8017084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8017149.000000 Penalty: 3577.723389
	Iteration 15Q: 3 clusters Score -8017149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8017188.000000 Penalty: 3577.723389
	Iteration 16Q: 3 clusters Score -8017188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8017206.000000 Penalty: 3577.723389
	Iteration 17Q: 3 clusters Score -8017206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8017229.500000 Penalty: 3577.723389
	Iteration 18Q: 3 clusters Score -8017230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8017235.500000 Penalty: 3577.723389
	Iteration 19Q: 3 clusters Score -8017236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8017256.500000 Penalty: 3577.723389
	Iteration 20F: 3 clusters Score -8017256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8017258.000000 Penalty: 3577.723389
	Iteration 21Q: 3 clusters Score -8017258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8017259.000000 Penalty: 3577.723389
	Iteration 22Q: 3 clusters Score -8017259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8017270.000000 Penalty: 3577.723389
	Iteration 23Q: 3 clusters Score -8017270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8017272.500000 Penalty: 3577.723389
	Iteration 24Q: 3 clusters Score -8017272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8017276.000000 Penalty: 3577.723389
	Iteration 25Q: 3 clusters Score -8017276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8017275.000000 Penalty: 3577.723389
	Iteration 26Q: 3 clusters Score -8017275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8017275.000000 Penalty: 3577.723389
	Iteration 27F: 3 clusters Score -8017275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20223.757812 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20223.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20404.287109 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20404.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20455.162109 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20455.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20475.433594 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20475.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20494.324219 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20494.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20531.447266 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20531.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20592.285156 Penalty: 1790.551270
	Iteration 6F: 3 clusters Score -20592.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20615.763672 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -20615.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20634.888672 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -20634.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20638.027344 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -20638.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20639.232422 Penalty: 1790.551270
	Iteration 10Q: 3 clusters Score -20639.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20639.232422 Penalty: 1790.551270
	Iteration 11F: 3 clusters Score -20639.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -1042639.312500 Penalty: 1462.297607
	Iteration 0F: 2 clusters Score -1042639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1036694.625000 Penalty: 2924.595215
	Iteration 0F: 3 clusters Score -1036695 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1038537.500000 Penalty: 2924.595215
	Iteration 1F: 3 clusters Score -1038538 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1038758.125000 Penalty: 2924.595215
	Iteration 2F: 3 clusters Score -1038758 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1038927.937500 Penalty: 2924.595215
	Iteration 3F: 3 clusters Score -1038928 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1039075.312500 Penalty: 2924.595215
	Iteration 4Q: 3 clusters Score -1039075 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1039221.437500 Penalty: 2924.595215
	Iteration 5Q: 3 clusters Score -1039221 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1039365.562500 Penalty: 2924.595215
	Iteration 6Q: 3 clusters Score -1039366 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1039512.500000 Penalty: 2924.595215
	Iteration 7Q: 3 clusters Score -1039512 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1039661.187500 Penalty: 2924.595215
	Iteration 8Q: 3 clusters Score -1039661 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1039846.125000 Penalty: 2924.595215
	Iteration 9Q: 3 clusters Score -1039846 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1040069.812500 Penalty: 2924.595215
	Iteration 10Q: 3 clusters Score -1040070 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1040332.687500 Penalty: 2924.595215
	Iteration 11Q: 3 clusters Score -1040333 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1040577.125000 Penalty: 2924.595215
	Iteration 12Q: 3 clusters Score -1040577 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1040786.250000 Penalty: 2924.595215
	Iteration 13Q: 3 clusters Score -1040786 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1040951.187500 Penalty: 2924.595215
	Iteration 14Q: 3 clusters Score -1040951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1041055.750000 Penalty: 2924.595215
	Iteration 15Q: 3 clusters Score -1041056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1041142.000000 Penalty: 2924.595215
	Iteration 16Q: 3 clusters Score -1041142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1041200.062500 Penalty: 2924.595215
	Iteration 17Q: 3 clusters Score -1041200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1041245.500000 Penalty: 2924.595215
	Iteration 18Q: 3 clusters Score -1041246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1041278.437500 Penalty: 2924.595215
	Iteration 19Q: 3 clusters Score -1041278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1041308.000000 Penalty: 2924.595215
	Iteration 20F: 3 clusters Score -1041308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1041329.375000 Penalty: 2924.595215
	Iteration 21Q: 3 clusters Score -1041329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1041341.750000 Penalty: 2924.595215
	Iteration 22Q: 3 clusters Score -1041342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1041355.750000 Penalty: 2924.595215
	Iteration 23Q: 3 clusters Score -1041356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1041365.500000 Penalty: 2924.595215
	Iteration 24Q: 3 clusters Score -1041366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1041369.562500 Penalty: 2924.595215
	Iteration 25Q: 3 clusters Score -1041370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1041373.875000 Penalty: 2924.595215
	Iteration 26Q: 3 clusters Score -1041374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1041375.187500 Penalty: 2924.595215
	Iteration 27Q: 3 clusters Score -1041375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1041378.437500 Penalty: 2924.595215
	Iteration 28Q: 3 clusters Score -1041378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1041379.000000 Penalty: 2924.595215
	Iteration 29Q: 3 clusters Score -1041379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1041382.125000 Penalty: 2924.595215
	Iteration 30Q: 3 clusters Score -1041382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1041384.000000 Penalty: 2924.595215
	Iteration 31Q: 3 clusters Score -1041384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1041385.437500 Penalty: 2924.595215
	Iteration 32Q: 3 clusters Score -1041385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1041387.000000 Penalty: 2924.595215
	Iteration 33Q: 3 clusters Score -1041387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1041389.937500 Penalty: 2924.595215
	Iteration 34Q: 3 clusters Score -1041390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1041390.312500 Penalty: 2924.595215
	Iteration 35Q: 3 clusters Score -1041390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1041393.875000 Penalty: 2924.595215
	Iteration 36Q: 3 clusters Score -1041394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1041397.437500 Penalty: 2924.595215
	Iteration 37Q: 3 clusters Score -1041397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1041399.312500 Penalty: 2924.595215
	Iteration 38Q: 3 clusters Score -1041399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1041401.125000 Penalty: 2924.595215
	Iteration 39Q: 3 clusters Score -1041401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1041402.125000 Penalty: 2924.595215
	Iteration 40F: 3 clusters Score -1041402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1041405.812500 Penalty: 2924.595215
	Iteration 41Q: 3 clusters Score -1041406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1041406.375000 Penalty: 2924.595215
	Iteration 42Q: 3 clusters Score -1041406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1041410.625000 Penalty: 2924.595215
	Iteration 43Q: 3 clusters Score -1041411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1041413.687500 Penalty: 2924.595215
	Iteration 44Q: 3 clusters Score -1041414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1041416.125000 Penalty: 2924.595215
	Iteration 45Q: 3 clusters Score -1041416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1041417.312500 Penalty: 2924.595215
	Iteration 46Q: 3 clusters Score -1041417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1041417.875000 Penalty: 2924.595215
	Iteration 47Q: 3 clusters Score -1041418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1041417.875000 Penalty: 2924.595215
	Iteration 48F: 3 clusters Score -1041418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Entering Unmasked Estep 
Score: -2191395.000000 Penalty: 1587.394897
	Iteration 0F: 2 clusters Score -2191395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2179378.250000 Penalty: 3174.789795
	Iteration 0F: 3 clusters Score -2179378 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2183575.000000 Penalty: 3174.789795
	Iteration 1F: 3 clusters Score -2183575 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2183857.000000 Penalty: 3174.789795
	Iteration 2F: 3 clusters Score -2183857 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2184086.500000 Penalty: 3174.789795
	Iteration 3Q: 3 clusters Score -2184086 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2184306.000000 Penalty: 3174.789795
	Iteration 4Q: 3 clusters Score -2184306 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2184549.750000 Penalty: 3174.789795
	Iteration 5Q: 3 clusters Score -2184550 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2184825.750000 Penalty: 3174.789795
	Iteration 6Q: 3 clusters Score -2184826 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2185182.750000 Penalty: 3174.789795
	Iteration 7Q: 3 clusters Score -2185183 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2185703.250000 Penalty: 3174.789795
	Iteration 8F: 3 clusters Score -2185703 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2186407.750000 Penalty: 3174.789795
	Iteration 9F: 3 clusters Score -2186408 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2187368.250000 Penalty: 3174.789795
	Iteration 10F: 3 clusters Score -2187368 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2188397.500000 Penalty: 3174.789795
	Iteration 11F: 3 clusters Score -2188398 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2189157.000000 Penalty: 3174.789795
	Iteration 12Q: 3 clusters Score -2189157 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2189664.000000 Penalty: 3174.789795
	Iteration 13Q: 3 clusters Score -2189664 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2189900.000000 Penalty: 3174.789795
	Iteration 14Q: 3 clusters Score -2189900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2190006.000000 Penalty: 3174.789795
	Iteration 15Q: 3 clusters Score -2190006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2190071.000000 Penalty: 3174.789795
	Iteration 16Q: 3 clusters Score -2190071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2190114.000000 Penalty: 3174.789795
	Iteration 17Q: 3 clusters Score -2190114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2190141.000000 Penalty: 3174.789795
	Iteration 18Q: 3 clusters Score -2190141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2190158.250000 Penalty: 3174.789795
	Iteration 19Q: 3 clusters Score -2190158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2190168.250000 Penalty: 3174.789795
	Iteration 20F: 3 clusters Score -2190168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2190171.250000 Penalty: 3174.789795
	Iteration 21Q: 3 clusters Score -2190171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2190172.250000 Penalty: 3174.789795
	Iteration 22Q: 3 clusters Score -2190172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2190181.500000 Penalty: 3174.789795
	Iteration 23Q: 3 clusters Score -2190182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2190184.000000 Penalty: 3174.789795
	Iteration 24Q: 3 clusters Score -2190184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2190187.500000 Penalty: 3174.789795
	Iteration 25Q: 3 clusters Score -2190188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2190190.500000 Penalty: 3174.789795
	Iteration 26Q: 3 clusters Score -2190190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2190197.500000 Penalty: 3174.789795
	Iteration 27Q: 3 clusters Score -2190198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2190202.750000 Penalty: 3174.789795
	Iteration 28Q: 3 clusters Score -2190203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2190204.000000 Penalty: 3174.789795
	Iteration 29Q: 3 clusters Score -2190204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2190206.750000 Penalty: 3174.789795
	Iteration 30Q: 3 clusters Score -2190207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2190208.000000 Penalty: 3174.789795
	Iteration 31Q: 3 clusters Score -2190208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2190210.250000 Penalty: 3174.789795
	Iteration 32Q: 3 clusters Score -2190210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2190209.500000 Penalty: 3174.789795
	Iteration 33Q: 3 clusters Score -2190210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2190210.500000 Penalty: 3174.789795
	Iteration 34Q: 3 clusters Score -2190210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2190211.000000 Penalty: 3174.789795
	Iteration 35Q: 3 clusters Score -2190211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2190213.000000 Penalty: 3174.789795
	Iteration 36Q: 3 clusters Score -2190213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2190213.000000 Penalty: 3174.789795
	Iteration 37F: 3 clusters Score -2190213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Entering Unmasked Estep 
Score: -9243479.000000 Penalty: 1818.440674
	Iteration 0F: 2 clusters Score -9243479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -9195306.000000 Penalty: 3636.881348
	Iteration 0F: 3 clusters Score -9195306 nChanged 34292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -9215415.000000 Penalty: 3636.881348
	Iteration 1F: 3 clusters Score -9215415 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -9216753.000000 Penalty: 3636.881348
	Iteration 2Q: 3 clusters Score -9216753 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -9218703.000000 Penalty: 3636.881348
	Iteration 3F: 3 clusters Score -9218703 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -9221783.000000 Penalty: 3636.881348
	Iteration 4F: 3 clusters Score -9221783 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -9226233.000000 Penalty: 3636.881348
	Iteration 5F: 3 clusters Score -9226233 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -9231506.000000 Penalty: 3636.881348
	Iteration 6F: 3 clusters Score -9231506 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -9236157.000000 Penalty: 3636.881348
	Iteration 7F: 3 clusters Score -9236157 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -9239290.000000 Penalty: 3636.881348
	Iteration 8Q: 3 clusters Score -9239290 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -9240817.000000 Penalty: 3636.881348
	Iteration 9Q: 3 clusters Score -9240817 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -9241555.000000 Penalty: 3636.881348
	Iteration 10Q: 3 clusters Score -9241555 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -9241906.000000 Penalty: 3636.881348
	Iteration 11Q: 3 clusters Score -9241906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -9242134.000000 Penalty: 3636.881348
	Iteration 12Q: 3 clusters Score -9242134 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -9242253.000000 Penalty: 3636.881348
	Iteration 13Q: 3 clusters Score -9242253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -9242341.000000 Penalty: 3636.881348
	Iteration 14Q: 3 clusters Score -9242341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -9242416.000000 Penalty: 3636.881348
	Iteration 15Q: 3 clusters Score -9242416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -9242460.000000 Penalty: 3636.881348
	Iteration 16Q: 3 clusters Score -9242460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -9242496.000000 Penalty: 3636.881348
	Iteration 17Q: 3 clusters Score -9242496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -9242520.000000 Penalty: 3636.881348
	Iteration 18Q: 3 clusters Score -9242520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -9242547.000000 Penalty: 3636.881348
	Iteration 19Q: 3 clusters Score -9242547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -9242573.000000 Penalty: 3636.881348
	Iteration 20F: 3 clusters Score -9242573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -9242584.000000 Penalty: 3636.881348
	Iteration 21Q: 3 clusters Score -9242584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -9242575.000000 Penalty: 3636.881348
	Iteration 22Q: 3 clusters Score -9242575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -9242583.000000 Penalty: 3636.881348
	Iteration 23Q: 3 clusters Score -9242583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -9242588.000000 Penalty: 3636.881348
	Iteration 24Q: 3 clusters Score -9242588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -9242593.000000 Penalty: 3636.881348
	Iteration 25Q: 3 clusters Score -9242593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -9242593.000000 Penalty: 3636.881348
	Iteration 26Q: 3 clusters Score -9242593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -9242601.000000 Penalty: 3636.881348
	Iteration 27Q: 3 clusters Score -9242601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -9242600.000000 Penalty: 3636.881348
	Iteration 28Q: 3 clusters Score -9242600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -9242599.000000 Penalty: 3636.881348
	Iteration 29Q: 3 clusters Score -9242599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -9242590.000000 Penalty: 3636.881348
	Iteration 30Q: 3 clusters Score -9242590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -9242599.000000 Penalty: 3636.881348
	Iteration 31Q: 3 clusters Score -9242599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -9242595.000000 Penalty: 3636.881348
	Iteration 32Q: 3 clusters Score -9242595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -9242600.000000 Penalty: 3636.881348
	Iteration 33Q: 3 clusters Score -9242600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -9242598.000000 Penalty: 3636.881348
	Iteration 34Q: 3 clusters Score -9242598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -9242598.000000 Penalty: 3636.881348
	Iteration 35F: 3 clusters Score -9242598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -714759.875000 Penalty: 1403.932983
	Iteration 0F: 2 clusters Score -714759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -710426.000000 Penalty: 2807.865967
	Iteration 0F: 3 clusters Score -710426 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -711673.500000 Penalty: 2807.865967
	Iteration 1F: 3 clusters Score -711673.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -711892.562500 Penalty: 2807.865967
	Iteration 2F: 3 clusters Score -711892.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -712060.437500 Penalty: 2807.865967
	Iteration 3F: 3 clusters Score -712060.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -712209.000000 Penalty: 2807.865967
	Iteration 4Q: 3 clusters Score -712209 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -712351.125000 Penalty: 2807.865967
	Iteration 5Q: 3 clusters Score -712351.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -712481.937500 Penalty: 2807.865967
	Iteration 6Q: 3 clusters Score -712481.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -712598.125000 Penalty: 2807.865967
	Iteration 7Q: 3 clusters Score -712598.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -712708.562500 Penalty: 2807.865967
	Iteration 8Q: 3 clusters Score -712708.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -712824.812500 Penalty: 2807.865967
	Iteration 9Q: 3 clusters Score -712824.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -712913.250000 Penalty: 2807.865967
	Iteration 10Q: 3 clusters Score -712913.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -712988.937500 Penalty: 2807.865967
	Iteration 11Q: 3 clusters Score -712988.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -713048.125000 Penalty: 2807.865967
	Iteration 12Q: 3 clusters Score -713048.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -713098.062500 Penalty: 2807.865967
	Iteration 13Q: 3 clusters Score -713098.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -713146.312500 Penalty: 2807.865967
	Iteration 14Q: 3 clusters Score -713146.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -713175.187500 Penalty: 2807.865967
	Iteration 15Q: 3 clusters Score -713175.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -713187.562500 Penalty: 2807.865967
	Iteration 16Q: 3 clusters Score -713187.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -713198.312500 Penalty: 2807.865967
	Iteration 17Q: 3 clusters Score -713198.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -713206.062500 Penalty: 2807.865967
	Iteration 18Q: 3 clusters Score -713206.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -713213.625000 Penalty: 2807.865967
	Iteration 19Q: 3 clusters Score -713213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -713218.250000 Penalty: 2807.865967
	Iteration 20F: 3 clusters Score -713218.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -713222.625000 Penalty: 2807.865967
	Iteration 21Q: 3 clusters Score -713222.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -713228.375000 Penalty: 2807.865967
	Iteration 22Q: 3 clusters Score -713228.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -713235.000000 Penalty: 2807.865967
	Iteration 23Q: 3 clusters Score -713235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -713243.187500 Penalty: 2807.865967
	Iteration 24Q: 3 clusters Score -713243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -713250.062500 Penalty: 2807.865967
	Iteration 25Q: 3 clusters Score -713250.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -713256.812500 Penalty: 2807.865967
	Iteration 26Q: 3 clusters Score -713256.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -713265.437500 Penalty: 2807.865967
	Iteration 27Q: 3 clusters Score -713265.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -713270.812500 Penalty: 2807.865967
	Iteration 28Q: 3 clusters Score -713270.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -713274.187500 Penalty: 2807.865967
	Iteration 29Q: 3 clusters Score -713274.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -713278.187500 Penalty: 2807.865967
	Iteration 30Q: 3 clusters Score -713278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -713287.187500 Penalty: 2807.865967
	Iteration 31Q: 3 clusters Score -713287.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -713293.062500 Penalty: 2807.865967
	Iteration 32Q: 3 clusters Score -713293.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -713297.812500 Penalty: 2807.865967
	Iteration 33Q: 3 clusters Score -713297.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -713301.562500 Penalty: 2807.865967
	Iteration 34Q: 3 clusters Score -713301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -713304.187500 Penalty: 2807.865967
	Iteration 35Q: 3 clusters Score -713304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -713312.937500 Penalty: 2807.865967
	Iteration 36Q: 3 clusters Score -713312.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -713320.062500 Penalty: 2807.865967
	Iteration 37Q: 3 clusters Score -713320.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -713327.687500 Penalty: 2807.865967
	Iteration 38Q: 3 clusters Score -713327.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -713336.062500 Penalty: 2807.865967
	Iteration 39Q: 3 clusters Score -713336.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -713344.625000 Penalty: 2807.865967
	Iteration 40F: 3 clusters Score -713344.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -713354.562500 Penalty: 2807.865967
	Iteration 41Q: 3 clusters Score -713354.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -713359.812500 Penalty: 2807.865967
	Iteration 42Q: 3 clusters Score -713359.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -713366.625000 Penalty: 2807.865967
	Iteration 43Q: 3 clusters Score -713366.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -713371.687500 Penalty: 2807.865967
	Iteration 44Q: 3 clusters Score -713371.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -713378.812500 Penalty: 2807.865967
	Iteration 45Q: 3 clusters Score -713378.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -713383.687500 Penalty: 2807.865967
	Iteration 46Q: 3 clusters Score -713383.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -713388.437500 Penalty: 2807.865967
	Iteration 47Q: 3 clusters Score -713388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -713392.812500 Penalty: 2807.865967
	Iteration 48Q: 3 clusters Score -713392.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -713395.750000 Penalty: 2807.865967
	Iteration 49Q: 3 clusters Score -713395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -713398.062500 Penalty: 2807.865967
	Iteration 50Q: 3 clusters Score -713398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -713402.312500 Penalty: 2807.865967
	Iteration 51Q: 3 clusters Score -713402.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -713405.625000 Penalty: 2807.865967
	Iteration 52Q: 3 clusters Score -713405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -713409.875000 Penalty: 2807.865967
	Iteration 53Q: 3 clusters Score -713409.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -713415.500000 Penalty: 2807.865967
	Iteration 54Q: 3 clusters Score -713415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -713417.437500 Penalty: 2807.865967
	Iteration 55Q: 3 clusters Score -713417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -713417.687500 Penalty: 2807.865967
	Iteration 56Q: 3 clusters Score -713417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -713418.500000 Penalty: 2807.865967
	Iteration 57Q: 3 clusters Score -713418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -713420.812500 Penalty: 2807.865967
	Iteration 58Q: 3 clusters Score -713420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -713422.125000 Penalty: 2807.865967
	Iteration 59Q: 3 clusters Score -713422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -713422.250000 Penalty: 2807.865967
	Iteration 60F: 3 clusters Score -713422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -713423.312500 Penalty: 2807.865967
	Iteration 61Q: 3 clusters Score -713423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -713424.125000 Penalty: 2807.865967
	Iteration 62Q: 3 clusters Score -713424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -713424.062500 Penalty: 2807.865967
	Iteration 63Q: 3 clusters Score -713424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -713424.062500 Penalty: 2807.865967
	Iteration 64F: 3 clusters Score -713424.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -192946.765625 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -192946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191150.718750 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -191150.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191796.828125 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -191796.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192034.328125 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -192034.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -192178.953125 Penalty: 2418.047607
	Iteration 3F: 3 clusters Score -192179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -192241.328125 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -192241.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -192275.312500 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -192275.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -192297.765625 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -192297.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192316.015625 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -192316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -192325.609375 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -192325.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -192333.625000 Penalty: 2418.047607
	Iteration 9Q: 3 clusters Score -192333.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -192344.484375 Penalty: 2418.047607
	Iteration 10Q: 3 clusters Score -192344.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -192354.187500 Penalty: 2418.047607
	Iteration 11Q: 3 clusters Score -192354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -192361.609375 Penalty: 2418.047607
	Iteration 12Q: 3 clusters Score -192361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -192366.640625 Penalty: 2418.047607
	Iteration 13Q: 3 clusters Score -192366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -192372.515625 Penalty: 2418.047607
	Iteration 14Q: 3 clusters Score -192372.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -192378.140625 Penalty: 2418.047607
	Iteration 15Q: 3 clusters Score -192378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -192380.890625 Penalty: 2418.047607
	Iteration 16Q: 3 clusters Score -192380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -192382.140625 Penalty: 2418.047607
	Iteration 17Q: 3 clusters Score -192382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -192385.656250 Penalty: 2418.047607
	Iteration 18Q: 3 clusters Score -192385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -192390.343750 Penalty: 2418.047607
	Iteration 19Q: 3 clusters Score -192390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -192396.968750 Penalty: 2418.047607
	Iteration 20F: 3 clusters Score -192397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -192403.640625 Penalty: 2418.047607
	Iteration 21Q: 3 clusters Score -192403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -192411.046875 Penalty: 2418.047607
	Iteration 22Q: 3 clusters Score -192411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -192418.656250 Penalty: 2418.047607
	Iteration 23Q: 3 clusters Score -192418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -192426.140625 Penalty: 2418.047607
	Iteration 24Q: 3 clusters Score -192426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -192432.640625 Penalty: 2418.047607
	Iteration 25Q: 3 clusters Score -192432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -192439.390625 Penalty: 2418.047607
	Iteration 26Q: 3 clusters Score -192439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -192444.859375 Penalty: 2418.047607
	Iteration 27Q: 3 clusters Score -192444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -192447.140625 Penalty: 2418.047607
	Iteration 28Q: 3 clusters Score -192447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -192448.359375 Penalty: 2418.047607
	Iteration 29Q: 3 clusters Score -192448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -192449.093750 Penalty: 2418.047607
	Iteration 30Q: 3 clusters Score -192449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -192449.093750 Penalty: 2418.047607
	Iteration 31F: 3 clusters Score -192449.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Entering Unmasked Estep 
Score: -2740694.250000 Penalty: 1618.017090
	Iteration 0F: 2 clusters Score -2740694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2726335.000000 Penalty: 3236.034180
	Iteration 0F: 3 clusters Score -2726335 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2731414.250000 Penalty: 3236.034180
	Iteration 1F: 3 clusters Score -2731414 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2731756.500000 Penalty: 3236.034180
	Iteration 2Q: 3 clusters Score -2731756 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2732065.500000 Penalty: 3236.034180
	Iteration 3Q: 3 clusters Score -2732066 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2732341.500000 Penalty: 3236.034180
	Iteration 4Q: 3 clusters Score -2732342 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2732636.000000 Penalty: 3236.034180
	Iteration 5Q: 3 clusters Score -2732636 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2732935.250000 Penalty: 3236.034180
	Iteration 6Q: 3 clusters Score -2732935 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2733339.000000 Penalty: 3236.034180
	Iteration 7Q: 3 clusters Score -2733339 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2733899.750000 Penalty: 3236.034180
	Iteration 8Q: 3 clusters Score -2733900 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2734620.250000 Penalty: 3236.034180
	Iteration 9F: 3 clusters Score -2734620 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2735532.250000 Penalty: 3236.034180
	Iteration 10F: 3 clusters Score -2735532 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2736517.000000 Penalty: 3236.034180
	Iteration 11F: 3 clusters Score -2736517 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2737445.500000 Penalty: 3236.034180
	Iteration 12F: 3 clusters Score -2737446 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2738255.000000 Penalty: 3236.034180
	Iteration 13Q: 3 clusters Score -2738255 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2738827.000000 Penalty: 3236.034180
	Iteration 14Q: 3 clusters Score -2738827 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2739095.750000 Penalty: 3236.034180
	Iteration 15Q: 3 clusters Score -2739096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2739244.000000 Penalty: 3236.034180
	Iteration 16Q: 3 clusters Score -2739244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2739313.500000 Penalty: 3236.034180
	Iteration 17Q: 3 clusters Score -2739314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2739336.000000 Penalty: 3236.034180
	Iteration 18Q: 3 clusters Score -2739336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2739361.750000 Penalty: 3236.034180
	Iteration 19Q: 3 clusters Score -2739362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2739378.250000 Penalty: 3236.034180
	Iteration 20F: 3 clusters Score -2739378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2739386.750000 Penalty: 3236.034180
	Iteration 21Q: 3 clusters Score -2739387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2739389.250000 Penalty: 3236.034180
	Iteration 22Q: 3 clusters Score -2739389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2739391.500000 Penalty: 3236.034180
	Iteration 23Q: 3 clusters Score -2739392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2739391.750000 Penalty: 3236.034180
	Iteration 24Q: 3 clusters Score -2739392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2739394.500000 Penalty: 3236.034180
	Iteration 25Q: 3 clusters Score -2739394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2739396.500000 Penalty: 3236.034180
	Iteration 26Q: 3 clusters Score -2739396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2739395.750000 Penalty: 3236.034180
	Iteration 27Q: 3 clusters Score -2739396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2739395.750000 Penalty: 3236.034180
	Iteration 28F: 3 clusters Score -2739396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -804512.500000 Penalty: 1416.570190
	Iteration 0F: 2 clusters Score -804512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -799860.750000 Penalty: 2833.140381
	Iteration 0F: 3 clusters Score -799860.8 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -801151.062500 Penalty: 2833.140381
	Iteration 1F: 3 clusters Score -801151.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -801404.312500 Penalty: 2833.140381
	Iteration 2F: 3 clusters Score -801404.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -801714.125000 Penalty: 2833.140381
	Iteration 3F: 3 clusters Score -801714.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -802062.125000 Penalty: 2833.140381
	Iteration 4F: 3 clusters Score -802062.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -802428.750000 Penalty: 2833.140381
	Iteration 5F: 3 clusters Score -802428.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -802800.625000 Penalty: 2833.140381
	Iteration 6F: 3 clusters Score -802800.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -803150.000000 Penalty: 2833.140381
	Iteration 7F: 3 clusters Score -803150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -803385.375000 Penalty: 2833.140381
	Iteration 8Q: 3 clusters Score -803385.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -803497.312500 Penalty: 2833.140381
	Iteration 9Q: 3 clusters Score -803497.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -803547.750000 Penalty: 2833.140381
	Iteration 10Q: 3 clusters Score -803547.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -803573.000000 Penalty: 2833.140381
	Iteration 11Q: 3 clusters Score -803573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -803591.125000 Penalty: 2833.140381
	Iteration 12Q: 3 clusters Score -803591.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -803602.875000 Penalty: 2833.140381
	Iteration 13Q: 3 clusters Score -803602.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -803610.125000 Penalty: 2833.140381
	Iteration 14Q: 3 clusters Score -803610.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -803615.437500 Penalty: 2833.140381
	Iteration 15Q: 3 clusters Score -803615.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -803620.125000 Penalty: 2833.140381
	Iteration 16Q: 3 clusters Score -803620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -803623.312500 Penalty: 2833.140381
	Iteration 17Q: 3 clusters Score -803623.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -803625.437500 Penalty: 2833.140381
	Iteration 18Q: 3 clusters Score -803625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -803628.375000 Penalty: 2833.140381
	Iteration 19Q: 3 clusters Score -803628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -803629.687500 Penalty: 2833.140381
	Iteration 20F: 3 clusters Score -803629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -803629.875000 Penalty: 2833.140381
	Iteration 21Q: 3 clusters Score -803629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -803629.875000 Penalty: 2833.140381
	Iteration 22F: 3 clusters Score -803629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -621009.937500 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -621009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -617153.437500 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -617153.4 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -618176.250000 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -618176.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -618368.312500 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -618368.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -618533.000000 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -618533 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -618687.375000 Penalty: 2758.188721
	Iteration 4Q: 3 clusters Score -618687.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -618859.687500 Penalty: 2758.188721
	Iteration 5F: 3 clusters Score -618859.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -619026.750000 Penalty: 2758.188721
	Iteration 6F: 3 clusters Score -619026.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -619173.812500 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -619173.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -619295.875000 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -619295.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -619409.062500 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -619409.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -619495.687500 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -619495.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -619561.312500 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -619561.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -619609.562500 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -619609.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -619640.250000 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -619640.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -619660.437500 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -619660.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -619671.937500 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -619671.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -619679.375000 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -619679.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -619687.750000 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -619687.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -619692.750000 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -619692.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -619696.312500 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -619696.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -619701.187500 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -619701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -619704.625000 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -619704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -619704.812500 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -619704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -619706.312500 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -619706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -619707.625000 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -619707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -619710.875000 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -619710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -619711.000000 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -619711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -619709.750000 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -619709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -619711.562500 Penalty: 2758.188721
	Iteration 28Q: 3 clusters Score -619711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -619712.625000 Penalty: 2758.188721
	Iteration 29Q: 3 clusters Score -619712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -619711.750000 Penalty: 2758.188721
	Iteration 30Q: 3 clusters Score -619711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -619711.750000 Penalty: 2758.188721
	Iteration 31F: 3 clusters Score -619711.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Entering Unmasked Estep 
Score: -1921786.375000 Penalty: 1564.592407
	Iteration 0F: 2 clusters Score -1921786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1911286.125000 Penalty: 3129.184814
	Iteration 0F: 3 clusters Score -1911286 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1915057.500000 Penalty: 3129.184814
	Iteration 1F: 3 clusters Score -1915058 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1915473.625000 Penalty: 3129.184814
	Iteration 2F: 3 clusters Score -1915474 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1915835.250000 Penalty: 3129.184814
	Iteration 3F: 3 clusters Score -1915835 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1916150.750000 Penalty: 3129.184814
	Iteration 4Q: 3 clusters Score -1916151 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1916482.500000 Penalty: 3129.184814
	Iteration 5Q: 3 clusters Score -1916482 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1916849.750000 Penalty: 3129.184814
	Iteration 6Q: 3 clusters Score -1916850 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1917221.875000 Penalty: 3129.184814
	Iteration 7Q: 3 clusters Score -1917222 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1917610.250000 Penalty: 3129.184814
	Iteration 8Q: 3 clusters Score -1917610 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1918045.000000 Penalty: 3129.184814
	Iteration 9Q: 3 clusters Score -1918045 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1918533.125000 Penalty: 3129.184814
	Iteration 10Q: 3 clusters Score -1918533 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1918963.500000 Penalty: 3129.184814
	Iteration 11Q: 3 clusters Score -1918964 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1919299.250000 Penalty: 3129.184814
	Iteration 12Q: 3 clusters Score -1919299 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1919585.500000 Penalty: 3129.184814
	Iteration 13Q: 3 clusters Score -1919586 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1919775.500000 Penalty: 3129.184814
	Iteration 14Q: 3 clusters Score -1919776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1919940.750000 Penalty: 3129.184814
	Iteration 15Q: 3 clusters Score -1919941 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1920066.250000 Penalty: 3129.184814
	Iteration 16Q: 3 clusters Score -1920066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1920170.875000 Penalty: 3129.184814
	Iteration 17Q: 3 clusters Score -1920171 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1920245.125000 Penalty: 3129.184814
	Iteration 18Q: 3 clusters Score -1920245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1920313.000000 Penalty: 3129.184814
	Iteration 19Q: 3 clusters Score -1920313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1920377.625000 Penalty: 3129.184814
	Iteration 20F: 3 clusters Score -1920378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1920437.750000 Penalty: 3129.184814
	Iteration 21Q: 3 clusters Score -1920438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1920481.500000 Penalty: 3129.184814
	Iteration 22Q: 3 clusters Score -1920482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1920520.250000 Penalty: 3129.184814
	Iteration 23Q: 3 clusters Score -1920520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1920555.000000 Penalty: 3129.184814
	Iteration 24Q: 3 clusters Score -1920555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1920583.375000 Penalty: 3129.184814
	Iteration 25Q: 3 clusters Score -1920583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1920609.250000 Penalty: 3129.184814
	Iteration 26Q: 3 clusters Score -1920609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1920628.375000 Penalty: 3129.184814
	Iteration 27Q: 3 clusters Score -1920628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1920644.750000 Penalty: 3129.184814
	Iteration 28Q: 3 clusters Score -1920645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1920658.625000 Penalty: 3129.184814
	Iteration 29Q: 3 clusters Score -1920659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1920674.750000 Penalty: 3129.184814
	Iteration 30Q: 3 clusters Score -1920675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1920678.875000 Penalty: 3129.184814
	Iteration 31Q: 3 clusters Score -1920679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1920689.875000 Penalty: 3129.184814
	Iteration 32Q: 3 clusters Score -1920690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1920693.000000 Penalty: 3129.184814
	Iteration 33Q: 3 clusters Score -1920693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1920695.750000 Penalty: 3129.184814
	Iteration 34Q: 3 clusters Score -1920696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1920701.750000 Penalty: 3129.184814
	Iteration 35Q: 3 clusters Score -1920702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1920704.625000 Penalty: 3129.184814
	Iteration 36Q: 3 clusters Score -1920705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1920702.625000 Penalty: 3129.184814
	Iteration 37Q: 3 clusters Score -1920703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1920705.750000 Penalty: 3129.184814
	Iteration 38Q: 3 clusters Score -1920706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1920707.625000 Penalty: 3129.184814
	Iteration 39Q: 3 clusters Score -1920708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1920708.500000 Penalty: 3129.184814
	Iteration 40F: 3 clusters Score -1920708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1920705.750000 Penalty: 3129.184814
	Iteration 41Q: 3 clusters Score -1920706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1920708.500000 Penalty: 3129.184814
	Iteration 42Q: 3 clusters Score -1920708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1920708.000000 Penalty: 3129.184814
	Iteration 43Q: 3 clusters Score -1920708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1920708.000000 Penalty: 3129.184814
	Iteration 44Q: 3 clusters Score -1920708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1920708.000000 Penalty: 3129.184814
	Iteration 45F: 3 clusters Score -1920708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -711400.687500 Penalty: 1409.889893
	Iteration 0F: 2 clusters Score -711400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -706866.812500 Penalty: 2819.779785
	Iteration 0F: 3 clusters Score -706866.8 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -708144.687500 Penalty: 2819.779785
	Iteration 1F: 3 clusters Score -708144.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -708397.562500 Penalty: 2819.779785
	Iteration 2F: 3 clusters Score -708397.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -708627.437500 Penalty: 2819.779785
	Iteration 3F: 3 clusters Score -708627.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -708856.375000 Penalty: 2819.779785
	Iteration 4F: 3 clusters Score -708856.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -709059.250000 Penalty: 2819.779785
	Iteration 5F: 3 clusters Score -709059.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -709236.375000 Penalty: 2819.779785
	Iteration 6Q: 3 clusters Score -709236.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -709403.562500 Penalty: 2819.779785
	Iteration 7Q: 3 clusters Score -709403.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -709542.875000 Penalty: 2819.779785
	Iteration 8Q: 3 clusters Score -709542.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -709666.500000 Penalty: 2819.779785
	Iteration 9Q: 3 clusters Score -709666.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -709762.875000 Penalty: 2819.779785
	Iteration 10Q: 3 clusters Score -709762.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -709856.125000 Penalty: 2819.779785
	Iteration 11Q: 3 clusters Score -709856.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -709935.625000 Penalty: 2819.779785
	Iteration 12Q: 3 clusters Score -709935.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -709996.812500 Penalty: 2819.779785
	Iteration 13Q: 3 clusters Score -709996.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -710050.125000 Penalty: 2819.779785
	Iteration 14Q: 3 clusters Score -710050.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -710089.000000 Penalty: 2819.779785
	Iteration 15Q: 3 clusters Score -710089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -710123.000000 Penalty: 2819.779785
	Iteration 16Q: 3 clusters Score -710123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -710157.062500 Penalty: 2819.779785
	Iteration 17Q: 3 clusters Score -710157.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -710176.500000 Penalty: 2819.779785
	Iteration 18Q: 3 clusters Score -710176.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -710196.062500 Penalty: 2819.779785
	Iteration 19Q: 3 clusters Score -710196.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -710204.687500 Penalty: 2819.779785
	Iteration 20F: 3 clusters Score -710204.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -710212.875000 Penalty: 2819.779785
	Iteration 21Q: 3 clusters Score -710212.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -710222.187500 Penalty: 2819.779785
	Iteration 22Q: 3 clusters Score -710222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -710230.187500 Penalty: 2819.779785
	Iteration 23Q: 3 clusters Score -710230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -710237.187500 Penalty: 2819.779785
	Iteration 24Q: 3 clusters Score -710237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -710243.812500 Penalty: 2819.779785
	Iteration 25Q: 3 clusters Score -710243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -710247.375000 Penalty: 2819.779785
	Iteration 26Q: 3 clusters Score -710247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -710251.687500 Penalty: 2819.779785
	Iteration 27Q: 3 clusters Score -710251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -710253.875000 Penalty: 2819.779785
	Iteration 28Q: 3 clusters Score -710253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -710252.625000 Penalty: 2819.779785
	Iteration 29Q: 3 clusters Score -710252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -710256.062500 Penalty: 2819.779785
	Iteration 30Q: 3 clusters Score -710256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -710260.562500 Penalty: 2819.779785
	Iteration 31Q: 3 clusters Score -710260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -710263.375000 Penalty: 2819.779785
	Iteration 32Q: 3 clusters Score -710263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -710262.625000 Penalty: 2819.779785
	Iteration 33Q: 3 clusters Score -710262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -710264.625000 Penalty: 2819.779785
	Iteration 34Q: 3 clusters Score -710264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -710266.750000 Penalty: 2819.779785
	Iteration 35Q: 3 clusters Score -710266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -710268.875000 Penalty: 2819.779785
	Iteration 36Q: 3 clusters Score -710268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -710269.125000 Penalty: 2819.779785
	Iteration 37Q: 3 clusters Score -710269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -710274.000000 Penalty: 2819.779785
	Iteration 38Q: 3 clusters Score -710274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -710275.812500 Penalty: 2819.779785
	Iteration 39Q: 3 clusters Score -710275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -710277.875000 Penalty: 2819.779785
	Iteration 40F: 3 clusters Score -710277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -710281.000000 Penalty: 2819.779785
	Iteration 41Q: 3 clusters Score -710281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -710284.625000 Penalty: 2819.779785
	Iteration 42Q: 3 clusters Score -710284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -710290.437500 Penalty: 2819.779785
	Iteration 43Q: 3 clusters Score -710290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -710294.062500 Penalty: 2819.779785
	Iteration 44Q: 3 clusters Score -710294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -710295.375000 Penalty: 2819.779785
	Iteration 45Q: 3 clusters Score -710295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -710299.437500 Penalty: 2819.779785
	Iteration 46Q: 3 clusters Score -710299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -710300.375000 Penalty: 2819.779785
	Iteration 47Q: 3 clusters Score -710300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -710302.125000 Penalty: 2819.779785
	Iteration 48Q: 3 clusters Score -710302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -710304.250000 Penalty: 2819.779785
	Iteration 49Q: 3 clusters Score -710304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -710308.750000 Penalty: 2819.779785
	Iteration 50Q: 3 clusters Score -710308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -710312.062500 Penalty: 2819.779785
	Iteration 51Q: 3 clusters Score -710312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -710314.812500 Penalty: 2819.779785
	Iteration 52Q: 3 clusters Score -710314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -710319.187500 Penalty: 2819.779785
	Iteration 53Q: 3 clusters Score -710319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -710319.437500 Penalty: 2819.779785
	Iteration 54Q: 3 clusters Score -710319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -710319.375000 Penalty: 2819.779785
	Iteration 55Q: 3 clusters Score -710319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -710321.062500 Penalty: 2819.779785
	Iteration 56Q: 3 clusters Score -710321.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -710323.375000 Penalty: 2819.779785
	Iteration 57Q: 3 clusters Score -710323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -710324.687500 Penalty: 2819.779785
	Iteration 58Q: 3 clusters Score -710324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -710323.000000 Penalty: 2819.779785
	Iteration 59Q: 3 clusters Score -710323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -710323.750000 Penalty: 2819.779785
	Iteration 60F: 3 clusters Score -710323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -453745.375000 Penalty: 1324.404053
	Iteration 0F: 2 clusters Score -453745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -450732.750000 Penalty: 2648.808105
	Iteration 0F: 3 clusters Score -450732.8 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -451425.250000 Penalty: 2648.808105
	Iteration 1F: 3 clusters Score -451425.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -451571.218750 Penalty: 2648.808105
	Iteration 2F: 3 clusters Score -451571.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -451678.187500 Penalty: 2648.808105
	Iteration 3F: 3 clusters Score -451678.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -451764.375000 Penalty: 2648.808105
	Iteration 4Q: 3 clusters Score -451764.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -451832.031250 Penalty: 2648.808105
	Iteration 5Q: 3 clusters Score -451832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -451892.718750 Penalty: 2648.808105
	Iteration 6Q: 3 clusters Score -451892.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -451947.437500 Penalty: 2648.808105
	Iteration 7Q: 3 clusters Score -451947.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451996.750000 Penalty: 2648.808105
	Iteration 8Q: 3 clusters Score -451996.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -452038.718750 Penalty: 2648.808105
	Iteration 9Q: 3 clusters Score -452038.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -452094.187500 Penalty: 2648.808105
	Iteration 10Q: 3 clusters Score -452094.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -452156.687500 Penalty: 2648.808105
	Iteration 11Q: 3 clusters Score -452156.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -452207.875000 Penalty: 2648.808105
	Iteration 12Q: 3 clusters Score -452207.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -452265.625000 Penalty: 2648.808105
	Iteration 13Q: 3 clusters Score -452265.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -452323.937500 Penalty: 2648.808105
	Iteration 14Q: 3 clusters Score -452323.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -452362.687500 Penalty: 2648.808105
	Iteration 15Q: 3 clusters Score -452362.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -452397.250000 Penalty: 2648.808105
	Iteration 16Q: 3 clusters Score -452397.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -452434.906250 Penalty: 2648.808105
	Iteration 17Q: 3 clusters Score -452434.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -452466.437500 Penalty: 2648.808105
	Iteration 18Q: 3 clusters Score -452466.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -452501.687500 Penalty: 2648.808105
	Iteration 19Q: 3 clusters Score -452501.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -452527.500000 Penalty: 2648.808105
	Iteration 20F: 3 clusters Score -452527.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -452552.250000 Penalty: 2648.808105
	Iteration 21Q: 3 clusters Score -452552.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -452569.375000 Penalty: 2648.808105
	Iteration 22Q: 3 clusters Score -452569.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -452581.812500 Penalty: 2648.808105
	Iteration 23Q: 3 clusters Score -452581.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -452595.375000 Penalty: 2648.808105
	Iteration 24Q: 3 clusters Score -452595.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -452609.156250 Penalty: 2648.808105
	Iteration 25Q: 3 clusters Score -452609.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -452624.218750 Penalty: 2648.808105
	Iteration 26Q: 3 clusters Score -452624.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -452645.656250 Penalty: 2648.808105
	Iteration 27Q: 3 clusters Score -452645.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -452674.968750 Penalty: 2648.808105
	Iteration 28Q: 3 clusters Score -452675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -452692.500000 Penalty: 2648.808105
	Iteration 29Q: 3 clusters Score -452692.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -452704.250000 Penalty: 2648.808105
	Iteration 30Q: 3 clusters Score -452704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -452708.812500 Penalty: 2648.808105
	Iteration 31Q: 3 clusters Score -452708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -452714.687500 Penalty: 2648.808105
	Iteration 32Q: 3 clusters Score -452714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -452718.218750 Penalty: 2648.808105
	Iteration 33Q: 3 clusters Score -452718.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -452723.343750 Penalty: 2648.808105
	Iteration 34Q: 3 clusters Score -452723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -452726.312500 Penalty: 2648.808105
	Iteration 35Q: 3 clusters Score -452726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -452730.218750 Penalty: 2648.808105
	Iteration 36Q: 3 clusters Score -452730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -452733.281250 Penalty: 2648.808105
	Iteration 37Q: 3 clusters Score -452733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -452735.218750 Penalty: 2648.808105
	Iteration 38Q: 3 clusters Score -452735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -452735.843750 Penalty: 2648.808105
	Iteration 39Q: 3 clusters Score -452735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -452737.937500 Penalty: 2648.808105
	Iteration 40F: 3 clusters Score -452737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -452740.750000 Penalty: 2648.808105
	Iteration 41Q: 3 clusters Score -452740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -452742.718750 Penalty: 2648.808105
	Iteration 42Q: 3 clusters Score -452742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -452743.906250 Penalty: 2648.808105
	Iteration 43Q: 3 clusters Score -452743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -452745.187500 Penalty: 2648.808105
	Iteration 44Q: 3 clusters Score -452745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -452745.218750 Penalty: 2648.808105
	Iteration 45Q: 3 clusters Score -452745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -452745.718750 Penalty: 2648.808105
	Iteration 46Q: 3 clusters Score -452745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -452745.531250 Penalty: 2648.808105
	Iteration 47Q: 3 clusters Score -452745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -452745.531250 Penalty: 2648.808105
	Iteration 48F: 3 clusters Score -452745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Entering Unmasked Estep 
Score: -8780406.000000 Penalty: 1803.776611
	Iteration 0F: 2 clusters Score -8780406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -8736709.000000 Penalty: 3607.553223
	Iteration 0F: 3 clusters Score -8736709 nChanged 31333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -8754645.000000 Penalty: 3607.553223
	Iteration 1F: 3 clusters Score -8754645 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -8755522.000000 Penalty: 3607.553223
	Iteration 2Q: 3 clusters Score -8755522 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -8756525.000000 Penalty: 3607.553223
	Iteration 3Q: 3 clusters Score -8756525 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -8757929.000000 Penalty: 3607.553223
	Iteration 4F: 3 clusters Score -8757929 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8760049.000000 Penalty: 3607.553223
	Iteration 5F: 3 clusters Score -8760049 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -8762979.000000 Penalty: 3607.553223
	Iteration 6F: 3 clusters Score -8762979 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -8766374.000000 Penalty: 3607.553223
	Iteration 7F: 3 clusters Score -8766374 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -8770037.000000 Penalty: 3607.553223
	Iteration 8F: 3 clusters Score -8770037 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -8773563.000000 Penalty: 3607.553223
	Iteration 9F: 3 clusters Score -8773563 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8776158.000000 Penalty: 3607.553223
	Iteration 10Q: 3 clusters Score -8776158 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -8777669.000000 Penalty: 3607.553223
	Iteration 11Q: 3 clusters Score -8777669 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -8778375.000000 Penalty: 3607.553223
	Iteration 12Q: 3 clusters Score -8778375 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -8778610.000000 Penalty: 3607.553223
	Iteration 13Q: 3 clusters Score -8778610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -8778734.000000 Penalty: 3607.553223
	Iteration 14Q: 3 clusters Score -8778734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -8778771.000000 Penalty: 3607.553223
	Iteration 15Q: 3 clusters Score -8778771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -8778795.000000 Penalty: 3607.553223
	Iteration 16Q: 3 clusters Score -8778795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -8778811.000000 Penalty: 3607.553223
	Iteration 17Q: 3 clusters Score -8778811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -8778823.000000 Penalty: 3607.553223
	Iteration 18Q: 3 clusters Score -8778823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8778825.000000 Penalty: 3607.553223
	Iteration 19Q: 3 clusters Score -8778825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -8778834.000000 Penalty: 3607.553223
	Iteration 20F: 3 clusters Score -8778834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -8778832.000000 Penalty: 3607.553223
	Iteration 21Q: 3 clusters Score -8778832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -8778836.000000 Penalty: 3607.553223
	Iteration 22Q: 3 clusters Score -8778836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -8778835.000000 Penalty: 3607.553223
	Iteration 23Q: 3 clusters Score -8778835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -8778835.000000 Penalty: 3607.553223
	Iteration 24F: 3 clusters Score -8778835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -482657.218750 Penalty: 1348.472168
	Iteration 0F: 2 clusters Score -482657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -479319.375000 Penalty: 2696.944336
	Iteration 0F: 3 clusters Score -479319.4 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -480306.937500 Penalty: 2696.944336
	Iteration 1F: 3 clusters Score -480306.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -480509.343750 Penalty: 2696.944336
	Iteration 2F: 3 clusters Score -480509.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -480655.000000 Penalty: 2696.944336
	Iteration 3F: 3 clusters Score -480655 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -480788.875000 Penalty: 2696.944336
	Iteration 4Q: 3 clusters Score -480788.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -480912.687500 Penalty: 2696.944336
	Iteration 5Q: 3 clusters Score -480912.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -481024.656250 Penalty: 2696.944336
	Iteration 6Q: 3 clusters Score -481024.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -481124.031250 Penalty: 2696.944336
	Iteration 7Q: 3 clusters Score -481124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -481210.156250 Penalty: 2696.944336
	Iteration 8Q: 3 clusters Score -481210.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -481277.625000 Penalty: 2696.944336
	Iteration 9Q: 3 clusters Score -481277.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -481344.531250 Penalty: 2696.944336
	Iteration 10Q: 3 clusters Score -481344.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -481397.718750 Penalty: 2696.944336
	Iteration 11Q: 3 clusters Score -481397.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -481441.687500 Penalty: 2696.944336
	Iteration 12Q: 3 clusters Score -481441.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -481490.062500 Penalty: 2696.944336
	Iteration 13Q: 3 clusters Score -481490.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -481536.562500 Penalty: 2696.944336
	Iteration 14Q: 3 clusters Score -481536.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -481564.062500 Penalty: 2696.944336
	Iteration 15Q: 3 clusters Score -481564.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -481590.250000 Penalty: 2696.944336
	Iteration 16Q: 3 clusters Score -481590.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -481620.156250 Penalty: 2696.944336
	Iteration 17Q: 3 clusters Score -481620.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -481648.406250 Penalty: 2696.944336
	Iteration 18Q: 3 clusters Score -481648.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -481666.812500 Penalty: 2696.944336
	Iteration 19Q: 3 clusters Score -481666.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -481685.250000 Penalty: 2696.944336
	Iteration 20F: 3 clusters Score -481685.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -481700.562500 Penalty: 2696.944336
	Iteration 21Q: 3 clusters Score -481700.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -481715.000000 Penalty: 2696.944336
	Iteration 22Q: 3 clusters Score -481715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -481723.968750 Penalty: 2696.944336
	Iteration 23Q: 3 clusters Score -481724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -481729.375000 Penalty: 2696.944336
	Iteration 24Q: 3 clusters Score -481729.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -481734.437500 Penalty: 2696.944336
	Iteration 25Q: 3 clusters Score -481734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -481739.093750 Penalty: 2696.944336
	Iteration 26Q: 3 clusters Score -481739.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -481743.843750 Penalty: 2696.944336
	Iteration 27Q: 3 clusters Score -481743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -481747.500000 Penalty: 2696.944336
	Iteration 28Q: 3 clusters Score -481747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -481750.250000 Penalty: 2696.944336
	Iteration 29Q: 3 clusters Score -481750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -481752.968750 Penalty: 2696.944336
	Iteration 30Q: 3 clusters Score -481753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -481756.906250 Penalty: 2696.944336
	Iteration 31Q: 3 clusters Score -481756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -481760.906250 Penalty: 2696.944336
	Iteration 32Q: 3 clusters Score -481760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -481763.000000 Penalty: 2696.944336
	Iteration 33Q: 3 clusters Score -481763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -481764.156250 Penalty: 2696.944336
	Iteration 34Q: 3 clusters Score -481764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -481768.656250 Penalty: 2696.944336
	Iteration 35Q: 3 clusters Score -481768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -481769.968750 Penalty: 2696.944336
	Iteration 36Q: 3 clusters Score -481770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -481772.593750 Penalty: 2696.944336
	Iteration 37Q: 3 clusters Score -481772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -481773.375000 Penalty: 2696.944336
	Iteration 38Q: 3 clusters Score -481773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -481773.187500 Penalty: 2696.944336
	Iteration 39Q: 3 clusters Score -481773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -481776.218750 Penalty: 2696.944336
	Iteration 40F: 3 clusters Score -481776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -481779.375000 Penalty: 2696.944336
	Iteration 41Q: 3 clusters Score -481779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -481782.031250 Penalty: 2696.944336
	Iteration 42Q: 3 clusters Score -481782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -481784.593750 Penalty: 2696.944336
	Iteration 43Q: 3 clusters Score -481784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -481787.406250 Penalty: 2696.944336
	Iteration 44Q: 3 clusters Score -481787.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -481791.906250 Penalty: 2696.944336
	Iteration 45Q: 3 clusters Score -481791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -481794.156250 Penalty: 2696.944336
	Iteration 46Q: 3 clusters Score -481794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -481796.656250 Penalty: 2696.944336
	Iteration 47Q: 3 clusters Score -481796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -481800.218750 Penalty: 2696.944336
	Iteration 48Q: 3 clusters Score -481800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -481802.156250 Penalty: 2696.944336
	Iteration 49Q: 3 clusters Score -481802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -481803.656250 Penalty: 2696.944336
	Iteration 50Q: 3 clusters Score -481803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -481806.875000 Penalty: 2696.944336
	Iteration 51Q: 3 clusters Score -481806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -481809.531250 Penalty: 2696.944336
	Iteration 52Q: 3 clusters Score -481809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -481811.781250 Penalty: 2696.944336
	Iteration 53Q: 3 clusters Score -481811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -481813.843750 Penalty: 2696.944336
	Iteration 54Q: 3 clusters Score -481813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -481815.468750 Penalty: 2696.944336
	Iteration 55Q: 3 clusters Score -481815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -481816.125000 Penalty: 2696.944336
	Iteration 56Q: 3 clusters Score -481816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -481816.125000 Penalty: 2696.944336
	Iteration 57F: 3 clusters Score -481816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -158994.750000 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -158994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157305.484375 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -157305.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157944.828125 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -157944.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -158344.546875 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -158344.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158629.281250 Penalty: 2364.205811
	Iteration 3F: 3 clusters Score -158629.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158775.609375 Penalty: 2364.205811
	Iteration 4F: 3 clusters Score -158775.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158854.218750 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -158854.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158912.093750 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -158912.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158957.484375 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -158957.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158979.000000 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -158979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158996.671875 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -158996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159008.828125 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -159008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159014.718750 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -159014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159016.765625 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -159016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159020.265625 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -159020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159020.625000 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -159020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -159021.000000 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -159021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -159021.156250 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -159021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -159021.156250 Penalty: 2364.205811
	Iteration 17F: 3 clusters Score -159021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 16972 members 
Mstep: Class 4 contains 61977 members 
Mstep: Class 5 contains 60378 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 72432 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 66182 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 720 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6463 members 
Mstep: Class 23 contains 68028 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16964 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17882 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 18555 members 
Mstep: Class 31 contains 40533 members 
Mstep: Class 32 contains 34162 members 
Mstep: Class 33 contains 5469 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 42278 members 
Mstep: Class 36 contains 76520 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 105027 members 
Mstep: Class 39 contains 59588 members 
Mstep: Class 40 contains 20613 members 
Mstep: Class 41 contains 17479 members 
Mstep: Class 42 contains 723 members 
Entering Unmasked Estep 
Score: -127783744.000000 Penalty: 94294.750000
Splitting cluster 20 changes total score from -127784696.000000 to -127783744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -723280.250000 Penalty: 1404.879272
	Iteration 0F: 2 clusters Score -723280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -718872.937500 Penalty: 2809.758545
	Iteration 0F: 3 clusters Score -718872.9 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -720240.250000 Penalty: 2809.758545
	Iteration 1F: 3 clusters Score -720240.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -720658.000000 Penalty: 2809.758545
	Iteration 2F: 3 clusters Score -720658 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -721057.812500 Penalty: 2809.758545
	Iteration 3F: 3 clusters Score -721057.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -721473.312500 Penalty: 2809.758545
	Iteration 4F: 3 clusters Score -721473.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -721965.812500 Penalty: 2809.758545
	Iteration 5F: 3 clusters Score -721965.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -722304.687500 Penalty: 2809.758545
	Iteration 6F: 3 clusters Score -722304.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -722501.750000 Penalty: 2809.758545
	Iteration 7Q: 3 clusters Score -722501.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -722630.000000 Penalty: 2809.758545
	Iteration 8Q: 3 clusters Score -722630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -722740.000000 Penalty: 2809.758545
	Iteration 9Q: 3 clusters Score -722740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -722830.062500 Penalty: 2809.758545
	Iteration 10Q: 3 clusters Score -722830.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -722907.875000 Penalty: 2809.758545
	Iteration 11Q: 3 clusters Score -722907.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -722973.500000 Penalty: 2809.758545
	Iteration 12Q: 3 clusters Score -722973.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -723020.250000 Penalty: 2809.758545
	Iteration 13Q: 3 clusters Score -723020.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -723062.750000 Penalty: 2809.758545
	Iteration 14Q: 3 clusters Score -723062.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -723090.750000 Penalty: 2809.758545
	Iteration 15Q: 3 clusters Score -723090.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -723116.750000 Penalty: 2809.758545
	Iteration 16Q: 3 clusters Score -723116.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -723151.312500 Penalty: 2809.758545
	Iteration 17Q: 3 clusters Score -723151.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -723183.062500 Penalty: 2809.758545
	Iteration 18Q: 3 clusters Score -723183.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -723222.625000 Penalty: 2809.758545
	Iteration 19Q: 3 clusters Score -723222.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -723261.687500 Penalty: 2809.758545
	Iteration 20F: 3 clusters Score -723261.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -723291.625000 Penalty: 2809.758545
	Iteration 21Q: 3 clusters Score -723291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -723308.875000 Penalty: 2809.758545
	Iteration 22Q: 3 clusters Score -723308.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -723320.500000 Penalty: 2809.758545
	Iteration 23Q: 3 clusters Score -723320.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -723325.750000 Penalty: 2809.758545
	Iteration 24Q: 3 clusters Score -723325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -723330.312500 Penalty: 2809.758545
	Iteration 25Q: 3 clusters Score -723330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -723332.937500 Penalty: 2809.758545
	Iteration 26Q: 3 clusters Score -723332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -723333.062500 Penalty: 2809.758545
	Iteration 27Q: 3 clusters Score -723333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -723333.062500 Penalty: 2809.758545
	Iteration 28Q: 3 clusters Score -723333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -723333.750000 Penalty: 2809.758545
	Iteration 29Q: 3 clusters Score -723333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -723333.750000 Penalty: 2809.758545
	Iteration 30F: 3 clusters Score -723333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 16972 members 
Mstep: Class 4 contains 61977 members 
Mstep: Class 5 contains 60378 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 72432 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 66182 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5087 members 
Mstep: Class 22 contains 6463 members 
Mstep: Class 23 contains 68028 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16964 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17882 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 18555 members 
Mstep: Class 31 contains 40533 members 
Mstep: Class 32 contains 34162 members 
Mstep: Class 33 contains 5469 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 42278 members 
Mstep: Class 36 contains 76520 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 105027 members 
Mstep: Class 39 contains 59588 members 
Mstep: Class 40 contains 20613 members 
Mstep: Class 41 contains 17479 members 
Mstep: Class 42 contains 597 members 
Entering Unmasked Estep 
Score: -127783728.000000 Penalty: 94294.750000
Splitting cluster 21 changes total score from -127784696.000000 to -127783728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -809873.562500 Penalty: 1425.750366
	Iteration 0F: 2 clusters Score -809873.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -804971.875000 Penalty: 2851.500732
	Iteration 0F: 3 clusters Score -804971.9 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -806445.312500 Penalty: 2851.500732
	Iteration 1F: 3 clusters Score -806445.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -806721.562500 Penalty: 2851.500732
	Iteration 2F: 3 clusters Score -806721.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -806897.812500 Penalty: 2851.500732
	Iteration 3F: 3 clusters Score -806897.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -807015.875000 Penalty: 2851.500732
	Iteration 4Q: 3 clusters Score -807015.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -807117.500000 Penalty: 2851.500732
	Iteration 5Q: 3 clusters Score -807117.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -807203.500000 Penalty: 2851.500732
	Iteration 6Q: 3 clusters Score -807203.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -807304.250000 Penalty: 2851.500732
	Iteration 7Q: 3 clusters Score -807304.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -807408.062500 Penalty: 2851.500732
	Iteration 8Q: 3 clusters Score -807408.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -807500.875000 Penalty: 2851.500732
	Iteration 9Q: 3 clusters Score -807500.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -807592.937500 Penalty: 2851.500732
	Iteration 10Q: 3 clusters Score -807592.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -807694.500000 Penalty: 2851.500732
	Iteration 11Q: 3 clusters Score -807694.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -807806.875000 Penalty: 2851.500732
	Iteration 12Q: 3 clusters Score -807806.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -807919.937500 Penalty: 2851.500732
	Iteration 13Q: 3 clusters Score -807919.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -808037.000000 Penalty: 2851.500732
	Iteration 14Q: 3 clusters Score -808037 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -808166.000000 Penalty: 2851.500732
	Iteration 15Q: 3 clusters Score -808166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -808313.500000 Penalty: 2851.500732
	Iteration 16Q: 3 clusters Score -808313.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -808444.000000 Penalty: 2851.500732
	Iteration 17Q: 3 clusters Score -808444 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -808606.562500 Penalty: 2851.500732
	Iteration 18Q: 3 clusters Score -808606.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -808763.937500 Penalty: 2851.500732
	Iteration 19Q: 3 clusters Score -808763.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -808893.000000 Penalty: 2851.500732
	Iteration 20F: 3 clusters Score -808893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -809056.500000 Penalty: 2851.500732
	Iteration 21Q: 3 clusters Score -809056.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -809182.625000 Penalty: 2851.500732
	Iteration 22Q: 3 clusters Score -809182.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -809274.125000 Penalty: 2851.500732
	Iteration 23Q: 3 clusters Score -809274.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -809348.812500 Penalty: 2851.500732
	Iteration 24Q: 3 clusters Score -809348.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -809399.750000 Penalty: 2851.500732
	Iteration 25Q: 3 clusters Score -809399.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -809435.250000 Penalty: 2851.500732
	Iteration 26Q: 3 clusters Score -809435.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -809452.875000 Penalty: 2851.500732
	Iteration 27Q: 3 clusters Score -809452.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -809471.437500 Penalty: 2851.500732
	Iteration 28Q: 3 clusters Score -809471.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -809488.312500 Penalty: 2851.500732
	Iteration 29Q: 3 clusters Score -809488.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -809501.250000 Penalty: 2851.500732
	Iteration 30Q: 3 clusters Score -809501.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -809507.187500 Penalty: 2851.500732
	Iteration 31Q: 3 clusters Score -809507.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -809511.687500 Penalty: 2851.500732
	Iteration 32Q: 3 clusters Score -809511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -809515.687500 Penalty: 2851.500732
	Iteration 33Q: 3 clusters Score -809515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -809517.000000 Penalty: 2851.500732
	Iteration 34Q: 3 clusters Score -809517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -809518.250000 Penalty: 2851.500732
	Iteration 35Q: 3 clusters Score -809518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -809521.625000 Penalty: 2851.500732
	Iteration 36Q: 3 clusters Score -809521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -809522.875000 Penalty: 2851.500732
	Iteration 37Q: 3 clusters Score -809522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -809525.062500 Penalty: 2851.500732
	Iteration 38Q: 3 clusters Score -809525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -809524.625000 Penalty: 2851.500732
	Iteration 39Q: 3 clusters Score -809524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -809533.500000 Penalty: 2851.500732
	Iteration 40F: 3 clusters Score -809533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -809540.500000 Penalty: 2851.500732
	Iteration 41Q: 3 clusters Score -809540.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -809545.000000 Penalty: 2851.500732
	Iteration 42Q: 3 clusters Score -809545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -809546.062500 Penalty: 2851.500732
	Iteration 43Q: 3 clusters Score -809546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -809547.062500 Penalty: 2851.500732
	Iteration 44Q: 3 clusters Score -809547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -809548.750000 Penalty: 2851.500732
	Iteration 45Q: 3 clusters Score -809548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -809548.625000 Penalty: 2851.500732
	Iteration 46Q: 3 clusters Score -809548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -809548.750000 Penalty: 2851.500732
	Iteration 47Q: 3 clusters Score -809548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -809548.875000 Penalty: 2851.500732
	Iteration 48Q: 3 clusters Score -809548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -809548.875000 Penalty: 2851.500732
	Iteration 49F: 3 clusters Score -809548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (68028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Entering Unmasked Estep 
Score: -9026961.000000 Penalty: 1808.247192
	Iteration 0F: 2 clusters Score -9026961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -8982803.000000 Penalty: 3616.494385
	Iteration 0F: 3 clusters Score -8982803 nChanged 32169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -9001508.000000 Penalty: 3616.494385
	Iteration 1F: 3 clusters Score -9001508 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -9002269.000000 Penalty: 3616.494385
	Iteration 2Q: 3 clusters Score -9002269 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -9003288.000000 Penalty: 3616.494385
	Iteration 3Q: 3 clusters Score -9003288 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -9004716.000000 Penalty: 3616.494385
	Iteration 4Q: 3 clusters Score -9004716 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -9006956.000000 Penalty: 3616.494385
	Iteration 5F: 3 clusters Score -9006956 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -9009933.000000 Penalty: 3616.494385
	Iteration 6F: 3 clusters Score -9009933 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -9013387.000000 Penalty: 3616.494385
	Iteration 7F: 3 clusters Score -9013387 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -9017283.000000 Penalty: 3616.494385
	Iteration 8F: 3 clusters Score -9017283 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -9020230.000000 Penalty: 3616.494385
	Iteration 9F: 3 clusters Score -9020230 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -9022314.000000 Penalty: 3616.494385
	Iteration 10Q: 3 clusters Score -9022314 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -9023476.000000 Penalty: 3616.494385
	Iteration 11Q: 3 clusters Score -9023476 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9024230.000000 Penalty: 3616.494385
	Iteration 12Q: 3 clusters Score -9024230 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9024694.000000 Penalty: 3616.494385
	Iteration 13Q: 3 clusters Score -9024694 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9024999.000000 Penalty: 3616.494385
	Iteration 14Q: 3 clusters Score -9024999 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9025169.000000 Penalty: 3616.494385
	Iteration 15Q: 3 clusters Score -9025169 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9025306.000000 Penalty: 3616.494385
	Iteration 16Q: 3 clusters Score -9025306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9025403.000000 Penalty: 3616.494385
	Iteration 17Q: 3 clusters Score -9025403 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9025456.000000 Penalty: 3616.494385
	Iteration 18Q: 3 clusters Score -9025456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9025460.000000 Penalty: 3616.494385
	Iteration 19Q: 3 clusters Score -9025460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9025490.000000 Penalty: 3616.494385
	Iteration 20F: 3 clusters Score -9025490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9025505.000000 Penalty: 3616.494385
	Iteration 21Q: 3 clusters Score -9025505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9025513.000000 Penalty: 3616.494385
	Iteration 22Q: 3 clusters Score -9025513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9025523.000000 Penalty: 3616.494385
	Iteration 23Q: 3 clusters Score -9025523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9025535.000000 Penalty: 3616.494385
	Iteration 24Q: 3 clusters Score -9025535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9025540.000000 Penalty: 3616.494385
	Iteration 25Q: 3 clusters Score -9025540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9025550.000000 Penalty: 3616.494385
	Iteration 26Q: 3 clusters Score -9025550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9025560.000000 Penalty: 3616.494385
	Iteration 27Q: 3 clusters Score -9025560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9025566.000000 Penalty: 3616.494385
	Iteration 28Q: 3 clusters Score -9025566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9025576.000000 Penalty: 3616.494385
	Iteration 29Q: 3 clusters Score -9025576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9025584.000000 Penalty: 3616.494385
	Iteration 30Q: 3 clusters Score -9025584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9025596.000000 Penalty: 3616.494385
	Iteration 31Q: 3 clusters Score -9025596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9025598.000000 Penalty: 3616.494385
	Iteration 32Q: 3 clusters Score -9025598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9025601.000000 Penalty: 3616.494385
	Iteration 33Q: 3 clusters Score -9025601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9025608.000000 Penalty: 3616.494385
	Iteration 34Q: 3 clusters Score -9025608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9025611.000000 Penalty: 3616.494385
	Iteration 35Q: 3 clusters Score -9025611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9025611.000000 Penalty: 3616.494385
	Iteration 36Q: 3 clusters Score -9025611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9025618.000000 Penalty: 3616.494385
	Iteration 37Q: 3 clusters Score -9025618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9025618.000000 Penalty: 3616.494385
	Iteration 38Q: 3 clusters Score -9025618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9025618.000000 Penalty: 3616.494385
	Iteration 39F: 3 clusters Score -9025618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6865.909668 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6865.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6923.485840 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -6923.486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6926.945801 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -6926.946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6926.945801 Penalty: 1493.413940
	Iteration 3F: 3 clusters Score -6926.946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -338146.250000 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -338146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -335601.968750 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -335602 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -336183.437500 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -336183.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -336318.593750 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -336318.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -336423.062500 Penalty: 2567.345459
	Iteration 3F: 3 clusters Score -336423.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -336486.218750 Penalty: 2567.345459
	Iteration 4Q: 3 clusters Score -336486.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -336548.343750 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -336548.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -336601.343750 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -336601.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -336639.750000 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -336639.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336681.000000 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -336681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -336723.156250 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -336723.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336764.062500 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -336764.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -336806.750000 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -336806.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -336845.843750 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -336845.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -336892.031250 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -336892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -336939.562500 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -336939.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -336983.937500 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -336983.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -337031.750000 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -337031.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -337072.468750 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -337072.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -337115.718750 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -337115.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -337152.343750 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -337152.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -337177.031250 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -337177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -337204.687500 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -337204.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -337226.156250 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -337226.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337244.937500 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -337244.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337261.093750 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -337261.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -337269.812500 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -337269.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -337278.750000 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -337278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -337284.468750 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -337284.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -337289.562500 Penalty: 2567.345459
	Iteration 28Q: 3 clusters Score -337289.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -337294.687500 Penalty: 2567.345459
	Iteration 29Q: 3 clusters Score -337294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -337298.562500 Penalty: 2567.345459
	Iteration 30Q: 3 clusters Score -337298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337304.562500 Penalty: 2567.345459
	Iteration 31Q: 3 clusters Score -337304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -337310.343750 Penalty: 2567.345459
	Iteration 32Q: 3 clusters Score -337310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -337317.937500 Penalty: 2567.345459
	Iteration 33Q: 3 clusters Score -337317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -337329.375000 Penalty: 2567.345459
	Iteration 34Q: 3 clusters Score -337329.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -337345.562500 Penalty: 2567.345459
	Iteration 35Q: 3 clusters Score -337345.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337361.156250 Penalty: 2567.345459
	Iteration 36Q: 3 clusters Score -337361.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -337373.718750 Penalty: 2567.345459
	Iteration 37Q: 3 clusters Score -337373.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -337394.031250 Penalty: 2567.345459
	Iteration 38Q: 3 clusters Score -337394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -337413.125000 Penalty: 2567.345459
	Iteration 39Q: 3 clusters Score -337413.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -337437.531250 Penalty: 2567.345459
	Iteration 40F: 3 clusters Score -337437.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -337463.812500 Penalty: 2567.345459
	Iteration 41Q: 3 clusters Score -337463.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -337498.250000 Penalty: 2567.345459
	Iteration 42Q: 3 clusters Score -337498.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -337529.375000 Penalty: 2567.345459
	Iteration 43Q: 3 clusters Score -337529.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -337553.531250 Penalty: 2567.345459
	Iteration 44Q: 3 clusters Score -337553.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -337567.187500 Penalty: 2567.345459
	Iteration 45Q: 3 clusters Score -337567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -337585.312500 Penalty: 2567.345459
	Iteration 46Q: 3 clusters Score -337585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -337598.781250 Penalty: 2567.345459
	Iteration 47Q: 3 clusters Score -337598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -337617.250000 Penalty: 2567.345459
	Iteration 48Q: 3 clusters Score -337617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -337630.937500 Penalty: 2567.345459
	Iteration 49Q: 3 clusters Score -337630.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -337636.531250 Penalty: 2567.345459
	Iteration 50Q: 3 clusters Score -337636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -337637.656250 Penalty: 2567.345459
	Iteration 51Q: 3 clusters Score -337637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -337638.000000 Penalty: 2567.345459
	Iteration 52Q: 3 clusters Score -337638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -337638.000000 Penalty: 2567.345459
	Iteration 53F: 3 clusters Score -337638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Entering Unmasked Estep 
Score: -2164749.750000 Penalty: 1582.562866
	Iteration 0F: 2 clusters Score -2164750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2153167.750000 Penalty: 3165.125732
	Iteration 0F: 3 clusters Score -2153168 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2157295.500000 Penalty: 3165.125732
	Iteration 1F: 3 clusters Score -2157296 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2157703.750000 Penalty: 3165.125732
	Iteration 2F: 3 clusters Score -2157704 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2158176.250000 Penalty: 3165.125732
	Iteration 3F: 3 clusters Score -2158176 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2158699.000000 Penalty: 3165.125732
	Iteration 4F: 3 clusters Score -2158699 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2159253.000000 Penalty: 3165.125732
	Iteration 5F: 3 clusters Score -2159253 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2159746.500000 Penalty: 3165.125732
	Iteration 6F: 3 clusters Score -2159746 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2160248.750000 Penalty: 3165.125732
	Iteration 7F: 3 clusters Score -2160249 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2160755.750000 Penalty: 3165.125732
	Iteration 8Q: 3 clusters Score -2160756 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2161200.500000 Penalty: 3165.125732
	Iteration 9Q: 3 clusters Score -2161200 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2161606.250000 Penalty: 3165.125732
	Iteration 10Q: 3 clusters Score -2161606 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2161936.500000 Penalty: 3165.125732
	Iteration 11Q: 3 clusters Score -2161936 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2162266.500000 Penalty: 3165.125732
	Iteration 12Q: 3 clusters Score -2162266 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2162531.250000 Penalty: 3165.125732
	Iteration 13Q: 3 clusters Score -2162531 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2162752.000000 Penalty: 3165.125732
	Iteration 14Q: 3 clusters Score -2162752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2162888.000000 Penalty: 3165.125732
	Iteration 15Q: 3 clusters Score -2162888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2162991.000000 Penalty: 3165.125732
	Iteration 16Q: 3 clusters Score -2162991 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2163054.500000 Penalty: 3165.125732
	Iteration 17Q: 3 clusters Score -2163054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2163094.750000 Penalty: 3165.125732
	Iteration 18Q: 3 clusters Score -2163095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2163130.500000 Penalty: 3165.125732
	Iteration 19Q: 3 clusters Score -2163130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2163164.750000 Penalty: 3165.125732
	Iteration 20F: 3 clusters Score -2163165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2163199.250000 Penalty: 3165.125732
	Iteration 21Q: 3 clusters Score -2163199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2163231.250000 Penalty: 3165.125732
	Iteration 22Q: 3 clusters Score -2163231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2163275.500000 Penalty: 3165.125732
	Iteration 23Q: 3 clusters Score -2163276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2163303.750000 Penalty: 3165.125732
	Iteration 24Q: 3 clusters Score -2163304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2163335.250000 Penalty: 3165.125732
	Iteration 25Q: 3 clusters Score -2163335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2163362.750000 Penalty: 3165.125732
	Iteration 26Q: 3 clusters Score -2163363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2163386.000000 Penalty: 3165.125732
	Iteration 27Q: 3 clusters Score -2163386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2163402.750000 Penalty: 3165.125732
	Iteration 28Q: 3 clusters Score -2163403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2163409.250000 Penalty: 3165.125732
	Iteration 29Q: 3 clusters Score -2163409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2163419.000000 Penalty: 3165.125732
	Iteration 30Q: 3 clusters Score -2163419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2163422.250000 Penalty: 3165.125732
	Iteration 31Q: 3 clusters Score -2163422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2163431.500000 Penalty: 3165.125732
	Iteration 32Q: 3 clusters Score -2163432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2163438.000000 Penalty: 3165.125732
	Iteration 33Q: 3 clusters Score -2163438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2163438.500000 Penalty: 3165.125732
	Iteration 34Q: 3 clusters Score -2163438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2163446.250000 Penalty: 3165.125732
	Iteration 35Q: 3 clusters Score -2163446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2163452.000000 Penalty: 3165.125732
	Iteration 36Q: 3 clusters Score -2163452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2163455.000000 Penalty: 3165.125732
	Iteration 37Q: 3 clusters Score -2163455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2163456.000000 Penalty: 3165.125732
	Iteration 38Q: 3 clusters Score -2163456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2163455.750000 Penalty: 3165.125732
	Iteration 39Q: 3 clusters Score -2163456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2163457.500000 Penalty: 3165.125732
	Iteration 40F: 3 clusters Score -2163458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2163458.250000 Penalty: 3165.125732
	Iteration 41Q: 3 clusters Score -2163458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2163459.250000 Penalty: 3165.125732
	Iteration 42Q: 3 clusters Score -2163459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2163461.750000 Penalty: 3165.125732
	Iteration 43Q: 3 clusters Score -2163462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2163459.250000 Penalty: 3165.125732
	Iteration 44Q: 3 clusters Score -2163459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2163463.750000 Penalty: 3165.125732
	Iteration 45Q: 3 clusters Score -2163464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2163465.500000 Penalty: 3165.125732
	Iteration 46Q: 3 clusters Score -2163466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2163468.000000 Penalty: 3165.125732
	Iteration 47Q: 3 clusters Score -2163468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2163469.250000 Penalty: 3165.125732
	Iteration 48Q: 3 clusters Score -2163469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2163471.250000 Penalty: 3165.125732
	Iteration 49Q: 3 clusters Score -2163471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2163478.500000 Penalty: 3165.125732
	Iteration 50Q: 3 clusters Score -2163478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2163482.750000 Penalty: 3165.125732
	Iteration 51Q: 3 clusters Score -2163483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2163485.250000 Penalty: 3165.125732
	Iteration 52Q: 3 clusters Score -2163485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2163488.750000 Penalty: 3165.125732
	Iteration 53Q: 3 clusters Score -2163489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2163491.750000 Penalty: 3165.125732
	Iteration 54Q: 3 clusters Score -2163492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2163494.000000 Penalty: 3165.125732
	Iteration 55Q: 3 clusters Score -2163494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2163497.000000 Penalty: 3165.125732
	Iteration 56Q: 3 clusters Score -2163497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2163501.500000 Penalty: 3165.125732
	Iteration 57Q: 3 clusters Score -2163502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2163503.750000 Penalty: 3165.125732
	Iteration 58Q: 3 clusters Score -2163504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2163502.750000 Penalty: 3165.125732
	Iteration 59Q: 3 clusters Score -2163503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2163502.750000 Penalty: 3165.125732
	Iteration 60F: 3 clusters Score -2163503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2163503.750000 Penalty: 3165.125732
	Iteration 61Q: 3 clusters Score -2163504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2163503.500000 Penalty: 3165.125732
	Iteration 62Q: 3 clusters Score -2163504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2163506.000000 Penalty: 3165.125732
	Iteration 63Q: 3 clusters Score -2163506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2163506.000000 Penalty: 3165.125732
	Iteration 64F: 3 clusters Score -2163506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -37785.175781 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -37785.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36900.464844 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -36900.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37015.058594 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -37015.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37072.027344 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -37072.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37107.433594 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -37107.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37134.281250 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -37134.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37152.085938 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -37152.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37176.785156 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -37176.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37192.886719 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -37192.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37219.382812 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -37219.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37233.203125 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -37233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37238.195312 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -37238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37241.242188 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -37241.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37241.242188 Penalty: 1911.173340
	Iteration 12F: 3 clusters Score -37241.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Entering Unmasked Estep 
Score: -2305649.250000 Penalty: 1591.126831
	Iteration 0F: 2 clusters Score -2305649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2293315.750000 Penalty: 3182.253662
	Iteration 0F: 3 clusters Score -2293316 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2297814.250000 Penalty: 3182.253662
	Iteration 1F: 3 clusters Score -2297814 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2298245.750000 Penalty: 3182.253662
	Iteration 2F: 3 clusters Score -2298246 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2298729.250000 Penalty: 3182.253662
	Iteration 3F: 3 clusters Score -2298729 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2299341.500000 Penalty: 3182.253662
	Iteration 4F: 3 clusters Score -2299342 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2300168.000000 Penalty: 3182.253662
	Iteration 5F: 3 clusters Score -2300168 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2301157.500000 Penalty: 3182.253662
	Iteration 6F: 3 clusters Score -2301158 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2302168.250000 Penalty: 3182.253662
	Iteration 7F: 3 clusters Score -2302168 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2303002.000000 Penalty: 3182.253662
	Iteration 8F: 3 clusters Score -2303002 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2303560.250000 Penalty: 3182.253662
	Iteration 9Q: 3 clusters Score -2303560 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2303872.000000 Penalty: 3182.253662
	Iteration 10Q: 3 clusters Score -2303872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2304031.500000 Penalty: 3182.253662
	Iteration 11Q: 3 clusters Score -2304032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2304108.000000 Penalty: 3182.253662
	Iteration 12Q: 3 clusters Score -2304108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2304169.250000 Penalty: 3182.253662
	Iteration 13Q: 3 clusters Score -2304169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2304188.500000 Penalty: 3182.253662
	Iteration 14Q: 3 clusters Score -2304188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2304205.500000 Penalty: 3182.253662
	Iteration 15Q: 3 clusters Score -2304206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2304212.000000 Penalty: 3182.253662
	Iteration 16Q: 3 clusters Score -2304212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2304219.000000 Penalty: 3182.253662
	Iteration 17Q: 3 clusters Score -2304219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2304219.750000 Penalty: 3182.253662
	Iteration 18Q: 3 clusters Score -2304220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2304223.750000 Penalty: 3182.253662
	Iteration 19Q: 3 clusters Score -2304224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2304224.250000 Penalty: 3182.253662
	Iteration 20F: 3 clusters Score -2304224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2304227.500000 Penalty: 3182.253662
	Iteration 21Q: 3 clusters Score -2304228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2304225.250000 Penalty: 3182.253662
	Iteration 22Q: 3 clusters Score -2304225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2304225.250000 Penalty: 3182.253662
	Iteration 23F: 3 clusters Score -2304225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -561495.812500 Penalty: 1364.778198
	Iteration 0F: 2 clusters Score -561495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -557880.812500 Penalty: 2729.556396
	Iteration 0F: 3 clusters Score -557880.8 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -558871.312500 Penalty: 2729.556396
	Iteration 1F: 3 clusters Score -558871.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -559084.062500 Penalty: 2729.556396
	Iteration 2F: 3 clusters Score -559084.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -559195.875000 Penalty: 2729.556396
	Iteration 3Q: 3 clusters Score -559195.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -559267.687500 Penalty: 2729.556396
	Iteration 4Q: 3 clusters Score -559267.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -559323.062500 Penalty: 2729.556396
	Iteration 5Q: 3 clusters Score -559323.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -559383.062500 Penalty: 2729.556396
	Iteration 6Q: 3 clusters Score -559383.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -559441.937500 Penalty: 2729.556396
	Iteration 7Q: 3 clusters Score -559441.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -559493.250000 Penalty: 2729.556396
	Iteration 8Q: 3 clusters Score -559493.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -559539.687500 Penalty: 2729.556396
	Iteration 9Q: 3 clusters Score -559539.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -559580.687500 Penalty: 2729.556396
	Iteration 10Q: 3 clusters Score -559580.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -559621.937500 Penalty: 2729.556396
	Iteration 11Q: 3 clusters Score -559621.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -559657.562500 Penalty: 2729.556396
	Iteration 12Q: 3 clusters Score -559657.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -559680.875000 Penalty: 2729.556396
	Iteration 13Q: 3 clusters Score -559680.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -559704.000000 Penalty: 2729.556396
	Iteration 14Q: 3 clusters Score -559704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -559732.812500 Penalty: 2729.556396
	Iteration 15Q: 3 clusters Score -559732.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -559760.312500 Penalty: 2729.556396
	Iteration 16Q: 3 clusters Score -559760.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -559791.687500 Penalty: 2729.556396
	Iteration 17Q: 3 clusters Score -559791.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -559822.562500 Penalty: 2729.556396
	Iteration 18Q: 3 clusters Score -559822.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -559849.750000 Penalty: 2729.556396
	Iteration 19Q: 3 clusters Score -559849.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -559885.062500 Penalty: 2729.556396
	Iteration 20F: 3 clusters Score -559885.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -559930.875000 Penalty: 2729.556396
	Iteration 21Q: 3 clusters Score -559930.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -559982.625000 Penalty: 2729.556396
	Iteration 22Q: 3 clusters Score -559982.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -560024.437500 Penalty: 2729.556396
	Iteration 23Q: 3 clusters Score -560024.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -560059.562500 Penalty: 2729.556396
	Iteration 24Q: 3 clusters Score -560059.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -560098.250000 Penalty: 2729.556396
	Iteration 25Q: 3 clusters Score -560098.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -560130.250000 Penalty: 2729.556396
	Iteration 26Q: 3 clusters Score -560130.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -560153.125000 Penalty: 2729.556396
	Iteration 27Q: 3 clusters Score -560153.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -560171.187500 Penalty: 2729.556396
	Iteration 28Q: 3 clusters Score -560171.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -560184.625000 Penalty: 2729.556396
	Iteration 29Q: 3 clusters Score -560184.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -560192.375000 Penalty: 2729.556396
	Iteration 30Q: 3 clusters Score -560192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -560199.625000 Penalty: 2729.556396
	Iteration 31Q: 3 clusters Score -560199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -560203.562500 Penalty: 2729.556396
	Iteration 32Q: 3 clusters Score -560203.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -560210.687500 Penalty: 2729.556396
	Iteration 33Q: 3 clusters Score -560210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -560216.125000 Penalty: 2729.556396
	Iteration 34Q: 3 clusters Score -560216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -560221.250000 Penalty: 2729.556396
	Iteration 35Q: 3 clusters Score -560221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -560225.875000 Penalty: 2729.556396
	Iteration 36Q: 3 clusters Score -560225.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -560234.187500 Penalty: 2729.556396
	Iteration 37Q: 3 clusters Score -560234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -560238.187500 Penalty: 2729.556396
	Iteration 38Q: 3 clusters Score -560238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -560240.937500 Penalty: 2729.556396
	Iteration 39Q: 3 clusters Score -560240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -560243.062500 Penalty: 2729.556396
	Iteration 40F: 3 clusters Score -560243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -560247.750000 Penalty: 2729.556396
	Iteration 41Q: 3 clusters Score -560247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -560250.312500 Penalty: 2729.556396
	Iteration 42Q: 3 clusters Score -560250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -560256.250000 Penalty: 2729.556396
	Iteration 43Q: 3 clusters Score -560256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -560259.937500 Penalty: 2729.556396
	Iteration 44Q: 3 clusters Score -560259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -560262.500000 Penalty: 2729.556396
	Iteration 45Q: 3 clusters Score -560262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -560266.062500 Penalty: 2729.556396
	Iteration 46Q: 3 clusters Score -560266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -560265.500000 Penalty: 2729.556396
	Iteration 47Q: 3 clusters Score -560265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -560265.500000 Penalty: 2729.556396
	Iteration 48F: 3 clusters Score -560265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Entering Unmasked Estep 
Score: -2310139.750000 Penalty: 1597.130493
	Iteration 0F: 2 clusters Score -2310140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2297384.750000 Penalty: 3194.260986
	Iteration 0F: 3 clusters Score -2297385 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2302046.750000 Penalty: 3194.260986
	Iteration 1F: 3 clusters Score -2302047 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2302369.750000 Penalty: 3194.260986
	Iteration 2F: 3 clusters Score -2302370 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2302678.500000 Penalty: 3194.260986
	Iteration 3Q: 3 clusters Score -2302678 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2302946.750000 Penalty: 3194.260986
	Iteration 4Q: 3 clusters Score -2302947 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2303196.750000 Penalty: 3194.260986
	Iteration 5Q: 3 clusters Score -2303197 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2303452.500000 Penalty: 3194.260986
	Iteration 6Q: 3 clusters Score -2303452 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2303688.500000 Penalty: 3194.260986
	Iteration 7Q: 3 clusters Score -2303688 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2303912.000000 Penalty: 3194.260986
	Iteration 8Q: 3 clusters Score -2303912 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2304123.250000 Penalty: 3194.260986
	Iteration 9Q: 3 clusters Score -2304123 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2304319.250000 Penalty: 3194.260986
	Iteration 10Q: 3 clusters Score -2304319 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2304553.000000 Penalty: 3194.260986
	Iteration 11Q: 3 clusters Score -2304553 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2304800.750000 Penalty: 3194.260986
	Iteration 12Q: 3 clusters Score -2304801 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2305083.500000 Penalty: 3194.260986
	Iteration 13Q: 3 clusters Score -2305084 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2305436.000000 Penalty: 3194.260986
	Iteration 14Q: 3 clusters Score -2305436 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2305837.500000 Penalty: 3194.260986
	Iteration 15Q: 3 clusters Score -2305838 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2306281.000000 Penalty: 3194.260986
	Iteration 16Q: 3 clusters Score -2306281 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2306763.250000 Penalty: 3194.260986
	Iteration 17Q: 3 clusters Score -2306763 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2307245.250000 Penalty: 3194.260986
	Iteration 18Q: 3 clusters Score -2307245 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2307671.750000 Penalty: 3194.260986
	Iteration 19Q: 3 clusters Score -2307672 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2308003.500000 Penalty: 3194.260986
	Iteration 20F: 3 clusters Score -2308004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2308238.750000 Penalty: 3194.260986
	Iteration 21Q: 3 clusters Score -2308239 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2308398.750000 Penalty: 3194.260986
	Iteration 22Q: 3 clusters Score -2308399 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2308520.250000 Penalty: 3194.260986
	Iteration 23Q: 3 clusters Score -2308520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2308605.250000 Penalty: 3194.260986
	Iteration 24Q: 3 clusters Score -2308605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2308652.750000 Penalty: 3194.260986
	Iteration 25Q: 3 clusters Score -2308653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2308680.500000 Penalty: 3194.260986
	Iteration 26Q: 3 clusters Score -2308680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2308711.250000 Penalty: 3194.260986
	Iteration 27Q: 3 clusters Score -2308711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2308726.500000 Penalty: 3194.260986
	Iteration 28Q: 3 clusters Score -2308726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2308742.500000 Penalty: 3194.260986
	Iteration 29Q: 3 clusters Score -2308742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2308754.750000 Penalty: 3194.260986
	Iteration 30Q: 3 clusters Score -2308755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2308761.750000 Penalty: 3194.260986
	Iteration 31Q: 3 clusters Score -2308762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2308778.750000 Penalty: 3194.260986
	Iteration 32Q: 3 clusters Score -2308779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2308785.250000 Penalty: 3194.260986
	Iteration 33Q: 3 clusters Score -2308785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2308791.250000 Penalty: 3194.260986
	Iteration 34Q: 3 clusters Score -2308791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2308795.500000 Penalty: 3194.260986
	Iteration 35Q: 3 clusters Score -2308796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2308802.500000 Penalty: 3194.260986
	Iteration 36Q: 3 clusters Score -2308802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2308806.250000 Penalty: 3194.260986
	Iteration 37Q: 3 clusters Score -2308806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2308807.500000 Penalty: 3194.260986
	Iteration 38Q: 3 clusters Score -2308808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2308810.000000 Penalty: 3194.260986
	Iteration 39Q: 3 clusters Score -2308810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2308814.000000 Penalty: 3194.260986
	Iteration 40F: 3 clusters Score -2308814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2308814.250000 Penalty: 3194.260986
	Iteration 41Q: 3 clusters Score -2308814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2308815.500000 Penalty: 3194.260986
	Iteration 42Q: 3 clusters Score -2308816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2308816.250000 Penalty: 3194.260986
	Iteration 43Q: 3 clusters Score -2308816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2308816.250000 Penalty: 3194.260986
	Iteration 44F: 3 clusters Score -2308816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Entering Unmasked Estep 
Score: -5362790.500000 Penalty: 1724.104126
	Iteration 0F: 2 clusters Score -5362790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5335684.000000 Penalty: 3448.208252
	Iteration 0F: 3 clusters Score -5335684 nChanged 18821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5346287.500000 Penalty: 3448.208252
	Iteration 1F: 3 clusters Score -5346288 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -5346875.500000 Penalty: 3448.208252
	Iteration 2Q: 3 clusters Score -5346876 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5347732.500000 Penalty: 3448.208252
	Iteration 3Q: 3 clusters Score -5347732 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5348991.000000 Penalty: 3448.208252
	Iteration 4F: 3 clusters Score -5348991 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5350703.000000 Penalty: 3448.208252
	Iteration 5F: 3 clusters Score -5350703 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5352731.000000 Penalty: 3448.208252
	Iteration 6F: 3 clusters Score -5352731 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -5354853.000000 Penalty: 3448.208252
	Iteration 7F: 3 clusters Score -5354853 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5356728.500000 Penalty: 3448.208252
	Iteration 8F: 3 clusters Score -5356728 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5358167.500000 Penalty: 3448.208252
	Iteration 9Q: 3 clusters Score -5358168 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5359282.500000 Penalty: 3448.208252
	Iteration 10Q: 3 clusters Score -5359282 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5359932.500000 Penalty: 3448.208252
	Iteration 11Q: 3 clusters Score -5359932 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5360361.500000 Penalty: 3448.208252
	Iteration 12Q: 3 clusters Score -5360362 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5360597.000000 Penalty: 3448.208252
	Iteration 13Q: 3 clusters Score -5360597 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5360741.000000 Penalty: 3448.208252
	Iteration 14Q: 3 clusters Score -5360741 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5360824.500000 Penalty: 3448.208252
	Iteration 15Q: 3 clusters Score -5360824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5360907.500000 Penalty: 3448.208252
	Iteration 16Q: 3 clusters Score -5360908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5360975.000000 Penalty: 3448.208252
	Iteration 17Q: 3 clusters Score -5360975 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5361029.000000 Penalty: 3448.208252
	Iteration 18Q: 3 clusters Score -5361029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5361075.000000 Penalty: 3448.208252
	Iteration 19Q: 3 clusters Score -5361075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5361097.000000 Penalty: 3448.208252
	Iteration 20F: 3 clusters Score -5361097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5361112.000000 Penalty: 3448.208252
	Iteration 21Q: 3 clusters Score -5361112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5361133.500000 Penalty: 3448.208252
	Iteration 22Q: 3 clusters Score -5361134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5361159.000000 Penalty: 3448.208252
	Iteration 23Q: 3 clusters Score -5361159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5361161.000000 Penalty: 3448.208252
	Iteration 24Q: 3 clusters Score -5361161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5361175.000000 Penalty: 3448.208252
	Iteration 25Q: 3 clusters Score -5361175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5361172.000000 Penalty: 3448.208252
	Iteration 26Q: 3 clusters Score -5361172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5361176.000000 Penalty: 3448.208252
	Iteration 27Q: 3 clusters Score -5361176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5361180.000000 Penalty: 3448.208252
	Iteration 28Q: 3 clusters Score -5361180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5361190.000000 Penalty: 3448.208252
	Iteration 29Q: 3 clusters Score -5361190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5361187.000000 Penalty: 3448.208252
	Iteration 30Q: 3 clusters Score -5361187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5361184.000000 Penalty: 3448.208252
	Iteration 31Q: 3 clusters Score -5361184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5361193.000000 Penalty: 3448.208252
	Iteration 32Q: 3 clusters Score -5361193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5361194.000000 Penalty: 3448.208252
	Iteration 33Q: 3 clusters Score -5361194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5361185.500000 Penalty: 3448.208252
	Iteration 34Q: 3 clusters Score -5361186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5361198.000000 Penalty: 3448.208252
	Iteration 35Q: 3 clusters Score -5361198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5361198.000000 Penalty: 3448.208252
	Iteration 36Q: 3 clusters Score -5361198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5361208.500000 Penalty: 3448.208252
	Iteration 37Q: 3 clusters Score -5361208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5361205.000000 Penalty: 3448.208252
	Iteration 38Q: 3 clusters Score -5361205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5361205.500000 Penalty: 3448.208252
	Iteration 39Q: 3 clusters Score -5361206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5361212.500000 Penalty: 3448.208252
	Iteration 40F: 3 clusters Score -5361212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5361213.000000 Penalty: 3448.208252
	Iteration 41Q: 3 clusters Score -5361213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5361210.000000 Penalty: 3448.208252
	Iteration 42Q: 3 clusters Score -5361210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5361210.500000 Penalty: 3448.208252
	Iteration 43Q: 3 clusters Score -5361210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5361208.500000 Penalty: 3448.208252
	Iteration 44Q: 3 clusters Score -5361208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5361211.500000 Penalty: 3448.208252
	Iteration 45Q: 3 clusters Score -5361212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5361210.000000 Penalty: 3448.208252
	Iteration 46Q: 3 clusters Score -5361210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5361211.500000 Penalty: 3448.208252
	Iteration 47Q: 3 clusters Score -5361212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5361212.500000 Penalty: 3448.208252
	Iteration 48Q: 3 clusters Score -5361212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5361222.000000 Penalty: 3448.208252
	Iteration 49Q: 3 clusters Score -5361222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5361224.000000 Penalty: 3448.208252
	Iteration 50Q: 3 clusters Score -5361224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5361222.000000 Penalty: 3448.208252
	Iteration 51Q: 3 clusters Score -5361222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5361227.000000 Penalty: 3448.208252
	Iteration 52Q: 3 clusters Score -5361227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5361226.500000 Penalty: 3448.208252
	Iteration 53Q: 3 clusters Score -5361226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5361226.500000 Penalty: 3448.208252
	Iteration 54F: 3 clusters Score -5361226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Entering Unmasked Estep 
Score: -4522649.000000 Penalty: 1696.316284
	Iteration 0F: 2 clusters Score -4522649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4499492.500000 Penalty: 3392.632568
	Iteration 0F: 3 clusters Score -4499492 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4508476.000000 Penalty: 3392.632568
	Iteration 1F: 3 clusters Score -4508476 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4508940.000000 Penalty: 3392.632568
	Iteration 2Q: 3 clusters Score -4508940 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4509456.000000 Penalty: 3392.632568
	Iteration 3Q: 3 clusters Score -4509456 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4510292.000000 Penalty: 3392.632568
	Iteration 4F: 3 clusters Score -4510292 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4511568.500000 Penalty: 3392.632568
	Iteration 5F: 3 clusters Score -4511568 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4513608.000000 Penalty: 3392.632568
	Iteration 6F: 3 clusters Score -4513608 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4516220.000000 Penalty: 3392.632568
	Iteration 7F: 3 clusters Score -4516220 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4518574.000000 Penalty: 3392.632568
	Iteration 8F: 3 clusters Score -4518574 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4520078.000000 Penalty: 3392.632568
	Iteration 9Q: 3 clusters Score -4520078 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4520762.500000 Penalty: 3392.632568
	Iteration 10Q: 3 clusters Score -4520762 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4520985.500000 Penalty: 3392.632568
	Iteration 11Q: 3 clusters Score -4520986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4521057.000000 Penalty: 3392.632568
	Iteration 12Q: 3 clusters Score -4521057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4521082.000000 Penalty: 3392.632568
	Iteration 13Q: 3 clusters Score -4521082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4521102.500000 Penalty: 3392.632568
	Iteration 14Q: 3 clusters Score -4521102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4521111.500000 Penalty: 3392.632568
	Iteration 15Q: 3 clusters Score -4521112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4521115.000000 Penalty: 3392.632568
	Iteration 16Q: 3 clusters Score -4521115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4521117.500000 Penalty: 3392.632568
	Iteration 17Q: 3 clusters Score -4521118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4521117.500000 Penalty: 3392.632568
	Iteration 18F: 3 clusters Score -4521118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -721549.187500 Penalty: 1398.613281
	Iteration 0F: 2 clusters Score -721549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -717292.812500 Penalty: 2797.226562
	Iteration 0F: 3 clusters Score -717292.8 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -718492.312500 Penalty: 2797.226562
	Iteration 1F: 3 clusters Score -718492.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -718695.625000 Penalty: 2797.226562
	Iteration 2F: 3 clusters Score -718695.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -718854.750000 Penalty: 2797.226562
	Iteration 3F: 3 clusters Score -718854.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -718992.812500 Penalty: 2797.226562
	Iteration 4Q: 3 clusters Score -718992.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -719161.000000 Penalty: 2797.226562
	Iteration 5Q: 3 clusters Score -719161 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -719350.812500 Penalty: 2797.226562
	Iteration 6F: 3 clusters Score -719350.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -719552.562500 Penalty: 2797.226562
	Iteration 7Q: 3 clusters Score -719552.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -719758.187500 Penalty: 2797.226562
	Iteration 8Q: 3 clusters Score -719758.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -719961.000000 Penalty: 2797.226562
	Iteration 9Q: 3 clusters Score -719961 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -720153.250000 Penalty: 2797.226562
	Iteration 10Q: 3 clusters Score -720153.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -720320.687500 Penalty: 2797.226562
	Iteration 11Q: 3 clusters Score -720320.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -720447.375000 Penalty: 2797.226562
	Iteration 12Q: 3 clusters Score -720447.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -720542.812500 Penalty: 2797.226562
	Iteration 13Q: 3 clusters Score -720542.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -720619.625000 Penalty: 2797.226562
	Iteration 14Q: 3 clusters Score -720619.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -720670.625000 Penalty: 2797.226562
	Iteration 15Q: 3 clusters Score -720670.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -720704.812500 Penalty: 2797.226562
	Iteration 16Q: 3 clusters Score -720704.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -720718.937500 Penalty: 2797.226562
	Iteration 17Q: 3 clusters Score -720718.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -720730.312500 Penalty: 2797.226562
	Iteration 18Q: 3 clusters Score -720730.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -720741.062500 Penalty: 2797.226562
	Iteration 19Q: 3 clusters Score -720741.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -720749.812500 Penalty: 2797.226562
	Iteration 20F: 3 clusters Score -720749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -720753.500000 Penalty: 2797.226562
	Iteration 21Q: 3 clusters Score -720753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -720758.812500 Penalty: 2797.226562
	Iteration 22Q: 3 clusters Score -720758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -720760.500000 Penalty: 2797.226562
	Iteration 23Q: 3 clusters Score -720760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -720762.062500 Penalty: 2797.226562
	Iteration 24Q: 3 clusters Score -720762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -720764.250000 Penalty: 2797.226562
	Iteration 25Q: 3 clusters Score -720764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -720764.937500 Penalty: 2797.226562
	Iteration 26Q: 3 clusters Score -720764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -720765.062500 Penalty: 2797.226562
	Iteration 27Q: 3 clusters Score -720765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -720767.562500 Penalty: 2797.226562
	Iteration 28Q: 3 clusters Score -720767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -720768.750000 Penalty: 2797.226562
	Iteration 29Q: 3 clusters Score -720768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -720769.250000 Penalty: 2797.226562
	Iteration 30Q: 3 clusters Score -720769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -720769.250000 Penalty: 2797.226562
	Iteration 31F: 3 clusters Score -720769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -231140.890625 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -231140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -229188.234375 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -229188.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229637.031250 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -229637 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229745.062500 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -229745.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229813.359375 Penalty: 2442.664062
	Iteration 3Q: 3 clusters Score -229813.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -229857.156250 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -229857.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229883.781250 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -229883.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -229912.437500 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -229912.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -229939.515625 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -229939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -229959.468750 Penalty: 2442.664062
	Iteration 8Q: 3 clusters Score -229959.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -229986.984375 Penalty: 2442.664062
	Iteration 9Q: 3 clusters Score -229987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -230016.109375 Penalty: 2442.664062
	Iteration 10Q: 3 clusters Score -230016.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -230044.453125 Penalty: 2442.664062
	Iteration 11Q: 3 clusters Score -230044.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -230070.125000 Penalty: 2442.664062
	Iteration 12Q: 3 clusters Score -230070.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -230095.265625 Penalty: 2442.664062
	Iteration 13Q: 3 clusters Score -230095.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -230111.843750 Penalty: 2442.664062
	Iteration 14Q: 3 clusters Score -230111.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -230123.437500 Penalty: 2442.664062
	Iteration 15Q: 3 clusters Score -230123.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -230136.937500 Penalty: 2442.664062
	Iteration 16Q: 3 clusters Score -230136.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -230148.687500 Penalty: 2442.664062
	Iteration 17Q: 3 clusters Score -230148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -230158.421875 Penalty: 2442.664062
	Iteration 18Q: 3 clusters Score -230158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -230164.187500 Penalty: 2442.664062
	Iteration 19Q: 3 clusters Score -230164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -230172.078125 Penalty: 2442.664062
	Iteration 20F: 3 clusters Score -230172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -230181.093750 Penalty: 2442.664062
	Iteration 21Q: 3 clusters Score -230181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -230187.500000 Penalty: 2442.664062
	Iteration 22Q: 3 clusters Score -230187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -230191.875000 Penalty: 2442.664062
	Iteration 23Q: 3 clusters Score -230191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -230197.531250 Penalty: 2442.664062
	Iteration 24Q: 3 clusters Score -230197.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -230204.453125 Penalty: 2442.664062
	Iteration 25Q: 3 clusters Score -230204.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -230213.906250 Penalty: 2442.664062
	Iteration 26Q: 3 clusters Score -230213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -230222.609375 Penalty: 2442.664062
	Iteration 27Q: 3 clusters Score -230222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -230226.203125 Penalty: 2442.664062
	Iteration 28Q: 3 clusters Score -230226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -230229.125000 Penalty: 2442.664062
	Iteration 29Q: 3 clusters Score -230229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -230232.203125 Penalty: 2442.664062
	Iteration 30Q: 3 clusters Score -230232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -230233.765625 Penalty: 2442.664062
	Iteration 31Q: 3 clusters Score -230233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -230234.250000 Penalty: 2442.664062
	Iteration 32Q: 3 clusters Score -230234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -230236.187500 Penalty: 2442.664062
	Iteration 33Q: 3 clusters Score -230236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -230237.250000 Penalty: 2442.664062
	Iteration 34Q: 3 clusters Score -230237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -230238.250000 Penalty: 2442.664062
	Iteration 35Q: 3 clusters Score -230238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -230238.703125 Penalty: 2442.664062
	Iteration 36Q: 3 clusters Score -230238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -230238.796875 Penalty: 2442.664062
	Iteration 37Q: 3 clusters Score -230238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -230238.796875 Penalty: 2442.664062
	Iteration 38F: 3 clusters Score -230238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Entering Unmasked Estep 
Score: -5574083.500000 Penalty: 1730.953613
	Iteration 0F: 2 clusters Score -5574084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5545810.500000 Penalty: 3461.907227
	Iteration 0F: 3 clusters Score -5545810 nChanged 19664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -5556824.500000 Penalty: 3461.907227
	Iteration 1F: 3 clusters Score -5556824 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5557431.500000 Penalty: 3461.907227
	Iteration 2Q: 3 clusters Score -5557432 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5558136.500000 Penalty: 3461.907227
	Iteration 3Q: 3 clusters Score -5558136 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5559315.500000 Penalty: 3461.907227
	Iteration 4F: 3 clusters Score -5559316 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -5561109.000000 Penalty: 3461.907227
	Iteration 5F: 3 clusters Score -5561109 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -5563679.000000 Penalty: 3461.907227
	Iteration 6F: 3 clusters Score -5563679 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -5567114.000000 Penalty: 3461.907227
	Iteration 7F: 3 clusters Score -5567114 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5570113.000000 Penalty: 3461.907227
	Iteration 8F: 3 clusters Score -5570113 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5571758.500000 Penalty: 3461.907227
	Iteration 9Q: 3 clusters Score -5571758 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5572274.000000 Penalty: 3461.907227
	Iteration 10Q: 3 clusters Score -5572274 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5572433.500000 Penalty: 3461.907227
	Iteration 11Q: 3 clusters Score -5572434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5572492.000000 Penalty: 3461.907227
	Iteration 12Q: 3 clusters Score -5572492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5572524.500000 Penalty: 3461.907227
	Iteration 13Q: 3 clusters Score -5572524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5572542.000000 Penalty: 3461.907227
	Iteration 14Q: 3 clusters Score -5572542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5572553.000000 Penalty: 3461.907227
	Iteration 15Q: 3 clusters Score -5572553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5572556.000000 Penalty: 3461.907227
	Iteration 16Q: 3 clusters Score -5572556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5572561.500000 Penalty: 3461.907227
	Iteration 17Q: 3 clusters Score -5572562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5572561.500000 Penalty: 3461.907227
	Iteration 18F: 3 clusters Score -5572562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (76520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Entering Unmasked Estep 
Score: -10152196.000000 Penalty: 1827.362427
	Iteration 0F: 2 clusters Score -1.01522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -10104092.000000 Penalty: 3654.724854
	Iteration 0F: 3 clusters Score -1.010409e+07 nChanged 36436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -10124846.000000 Penalty: 3654.724854
	Iteration 1F: 3 clusters Score -1.012485e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -10125481.000000 Penalty: 3654.724854
	Iteration 2Q: 3 clusters Score -1.012548e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -10126356.000000 Penalty: 3654.724854
	Iteration 3Q: 3 clusters Score -1.012636e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -10127708.000000 Penalty: 3654.724854
	Iteration 4Q: 3 clusters Score -1.012771e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -10129617.000000 Penalty: 3654.724854
	Iteration 5F: 3 clusters Score -1.012962e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10132573.000000 Penalty: 3654.724854
	Iteration 6F: 3 clusters Score -1.013257e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -10136504.000000 Penalty: 3654.724854
	Iteration 7F: 3 clusters Score -1.01365e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -10140933.000000 Penalty: 3654.724854
	Iteration 8F: 3 clusters Score -1.014093e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -10144705.000000 Penalty: 3654.724854
	Iteration 9F: 3 clusters Score -1.01447e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -10147408.000000 Penalty: 3654.724854
	Iteration 10F: 3 clusters Score -1.014741e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10149031.000000 Penalty: 3654.724854
	Iteration 11Q: 3 clusters Score -1.014903e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10149872.000000 Penalty: 3654.724854
	Iteration 12Q: 3 clusters Score -1.014987e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10150287.000000 Penalty: 3654.724854
	Iteration 13Q: 3 clusters Score -1.015029e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10150426.000000 Penalty: 3654.724854
	Iteration 14Q: 3 clusters Score -1.015043e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10150525.000000 Penalty: 3654.724854
	Iteration 15Q: 3 clusters Score -1.015052e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10150591.000000 Penalty: 3654.724854
	Iteration 16Q: 3 clusters Score -1.015059e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10150613.000000 Penalty: 3654.724854
	Iteration 17Q: 3 clusters Score -1.015061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10150638.000000 Penalty: 3654.724854
	Iteration 18Q: 3 clusters Score -1.015064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10150648.000000 Penalty: 3654.724854
	Iteration 19Q: 3 clusters Score -1.015065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10150643.000000 Penalty: 3654.724854
	Iteration 20F: 3 clusters Score -1.015064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10150647.000000 Penalty: 3654.724854
	Iteration 21Q: 3 clusters Score -1.015065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10150642.000000 Penalty: 3654.724854
	Iteration 22Q: 3 clusters Score -1.015064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10150644.000000 Penalty: 3654.724854
	Iteration 23Q: 3 clusters Score -1.015064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10150646.000000 Penalty: 3654.724854
	Iteration 24Q: 3 clusters Score -1.015065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10150642.000000 Penalty: 3654.724854
	Iteration 25Q: 3 clusters Score -1.015064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10150642.000000 Penalty: 3654.724854
	Iteration 26Q: 3 clusters Score -1.015064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10150647.000000 Penalty: 3654.724854
	Iteration 27Q: 3 clusters Score -1.015065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10150645.000000 Penalty: 3654.724854
	Iteration 28Q: 3 clusters Score -1.015064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10150641.000000 Penalty: 3654.724854
	Iteration 29Q: 3 clusters Score -1.015064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10150641.000000 Penalty: 3654.724854
	Iteration 30F: 3 clusters Score -1.015064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -345038.000000 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -345038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -342480.500000 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -342480.5 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -343052.500000 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -343052.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -343164.156250 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -343164.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -343234.531250 Penalty: 2568.908936
	Iteration 3Q: 3 clusters Score -343234.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -343277.625000 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -343277.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -343309.468750 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -343309.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -343330.062500 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -343330.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -343350.843750 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -343350.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -343366.250000 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -343366.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -343373.000000 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -343373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -343380.843750 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -343380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -343387.312500 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -343387.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -343396.750000 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -343396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -343401.968750 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -343402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -343403.687500 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -343403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -343407.000000 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -343407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -343410.718750 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -343410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -343414.218750 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -343414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -343417.437500 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -343417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343418.593750 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -343418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -343421.937500 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -343421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -343423.906250 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -343423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -343424.468750 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -343424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -343425.468750 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -343425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -343427.718750 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -343427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -343429.281250 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -343429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -343430.125000 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -343430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -343431.406250 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -343431.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -343433.875000 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -343433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -343436.687500 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -343436.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -343438.312500 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -343438.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343440.437500 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -343440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -343441.437500 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -343441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -343443.281250 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -343443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -343443.812500 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -343443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -343444.437500 Penalty: 2568.908936
	Iteration 35Q: 3 clusters Score -343444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -343445.218750 Penalty: 2568.908936
	Iteration 36Q: 3 clusters Score -343445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343445.406250 Penalty: 2568.908936
	Iteration 37Q: 3 clusters Score -343445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -343445.906250 Penalty: 2568.908936
	Iteration 38Q: 3 clusters Score -343445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343446.000000 Penalty: 2568.908936
	Iteration 39Q: 3 clusters Score -343446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -343446.281250 Penalty: 2568.908936
	Iteration 40F: 3 clusters Score -343446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -343447.531250 Penalty: 2568.908936
	Iteration 41Q: 3 clusters Score -343447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -343450.343750 Penalty: 2568.908936
	Iteration 42Q: 3 clusters Score -343450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -343453.843750 Penalty: 2568.908936
	Iteration 43Q: 3 clusters Score -343453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -343456.156250 Penalty: 2568.908936
	Iteration 44Q: 3 clusters Score -343456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -343456.375000 Penalty: 2568.908936
	Iteration 45Q: 3 clusters Score -343456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -343457.500000 Penalty: 2568.908936
	Iteration 46Q: 3 clusters Score -343457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -343458.875000 Penalty: 2568.908936
	Iteration 47Q: 3 clusters Score -343458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -343459.437500 Penalty: 2568.908936
	Iteration 48Q: 3 clusters Score -343459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -343461.062500 Penalty: 2568.908936
	Iteration 49Q: 3 clusters Score -343461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -343461.437500 Penalty: 2568.908936
	Iteration 50Q: 3 clusters Score -343461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -343462.031250 Penalty: 2568.908936
	Iteration 51Q: 3 clusters Score -343462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -343462.031250 Penalty: 2568.908936
	Iteration 52F: 3 clusters Score -343462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (105027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Entering Unmasked Estep 
Score: -13843450.000000 Penalty: 1878.820557
	Iteration 0F: 2 clusters Score -1.384345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -13787593.000000 Penalty: 3757.641113
	Iteration 0F: 3 clusters Score -1.378759e+07 nChanged 50229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -13816379.000000 Penalty: 3757.641113
	Iteration 1F: 3 clusters Score -1.381638e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -13816940.000000 Penalty: 3757.641113
	Iteration 2Q: 3 clusters Score -1.381694e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -13817927.000000 Penalty: 3757.641113
	Iteration 3Q: 3 clusters Score -1.381793e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -13819152.000000 Penalty: 3757.641113
	Iteration 4Q: 3 clusters Score -1.381915e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -13821219.000000 Penalty: 3757.641113
	Iteration 5F: 3 clusters Score -1.382122e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -13823498.000000 Penalty: 3757.641113
	Iteration 6F: 3 clusters Score -1.38235e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -13826839.000000 Penalty: 3757.641113
	Iteration 7F: 3 clusters Score -1.382684e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -13830868.000000 Penalty: 3757.641113
	Iteration 8F: 3 clusters Score -1.383087e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -13834534.000000 Penalty: 3757.641113
	Iteration 9F: 3 clusters Score -1.383453e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -13836436.000000 Penalty: 3757.641113
	Iteration 10Q: 3 clusters Score -1.383644e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -13836881.000000 Penalty: 3757.641113
	Iteration 11Q: 3 clusters Score -1.383688e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -13837032.000000 Penalty: 3757.641113
	Iteration 12Q: 3 clusters Score -1.383703e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -13837089.000000 Penalty: 3757.641113
	Iteration 13Q: 3 clusters Score -1.383709e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -13837137.000000 Penalty: 3757.641113
	Iteration 14Q: 3 clusters Score -1.383714e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -13837170.000000 Penalty: 3757.641113
	Iteration 15Q: 3 clusters Score -1.383717e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -13837364.000000 Penalty: 3757.641113
	Iteration 16Q: 3 clusters Score -1.383736e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -13837523.000000 Penalty: 3757.641113
	Iteration 17Q: 3 clusters Score -1.383752e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -13837798.000000 Penalty: 3757.641113
	Iteration 18Q: 3 clusters Score -1.38378e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -13838010.000000 Penalty: 3757.641113
	Iteration 19Q: 3 clusters Score -1.383801e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -13838302.000000 Penalty: 3757.641113
	Iteration 20F: 3 clusters Score -1.38383e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -13838664.000000 Penalty: 3757.641113
	Iteration 21Q: 3 clusters Score -1.383866e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -13838978.000000 Penalty: 3757.641113
	Iteration 22Q: 3 clusters Score -1.383898e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -13839392.000000 Penalty: 3757.641113
	Iteration 23Q: 3 clusters Score -1.383939e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -13839849.000000 Penalty: 3757.641113
	Iteration 24Q: 3 clusters Score -1.383985e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -13840334.000000 Penalty: 3757.641113
	Iteration 25Q: 3 clusters Score -1.384033e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -13840929.000000 Penalty: 3757.641113
	Iteration 26Q: 3 clusters Score -1.384093e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -13841587.000000 Penalty: 3757.641113
	Iteration 27Q: 3 clusters Score -1.384159e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -13842423.000000 Penalty: 3757.641113
	Iteration 28Q: 3 clusters Score -1.384242e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -13843215.000000 Penalty: 3757.641113
	Iteration 29Q: 3 clusters Score -1.384322e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -13844062.000000 Penalty: 3757.641113
	Iteration 30Q: 3 clusters Score -1.384406e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -13844992.000000 Penalty: 3757.641113
	Iteration 31Q: 3 clusters Score -1.384499e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -13845814.000000 Penalty: 3757.641113
	Iteration 32Q: 3 clusters Score -1.384581e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -13846632.000000 Penalty: 3757.641113
	Iteration 33Q: 3 clusters Score -1.384663e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -13847303.000000 Penalty: 3757.641113
	Iteration 34Q: 3 clusters Score -1.38473e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -13847827.000000 Penalty: 3757.641113
	Iteration 35Q: 3 clusters Score -1.384783e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -13848388.000000 Penalty: 3757.641113
	Iteration 36Q: 3 clusters Score -1.384839e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -13848747.000000 Penalty: 3757.641113
	Iteration 37Q: 3 clusters Score -1.384875e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -13849002.000000 Penalty: 3757.641113
	Iteration 38Q: 3 clusters Score -1.3849e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -13849163.000000 Penalty: 3757.641113
	Iteration 39Q: 3 clusters Score -1.384916e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -13849655.000000 Penalty: 3757.641113
	Iteration 40F: 3 clusters Score -1.384966e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -13849959.000000 Penalty: 3757.641113
	Iteration 41Q: 3 clusters Score -1.384996e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -13850109.000000 Penalty: 3757.641113
	Iteration 42Q: 3 clusters Score -1.385011e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -13850251.000000 Penalty: 3757.641113
	Iteration 43Q: 3 clusters Score -1.385025e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -13850327.000000 Penalty: 3757.641113
	Iteration 44Q: 3 clusters Score -1.385033e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -13850392.000000 Penalty: 3757.641113
	Iteration 45Q: 3 clusters Score -1.385039e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -13850404.000000 Penalty: 3757.641113
	Iteration 46Q: 3 clusters Score -1.38504e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -13850409.000000 Penalty: 3757.641113
	Iteration 47Q: 3 clusters Score -1.385041e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -13850375.000000 Penalty: 3757.641113
	Iteration 48Q: 3 clusters Score -1.385038e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -13850358.000000 Penalty: 3757.641113
	Iteration 49Q: 3 clusters Score -1.385036e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -13850309.000000 Penalty: 3757.641113
	Iteration 50Q: 3 clusters Score -1.385031e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -13850311.000000 Penalty: 3757.641113
	Iteration 51Q: 3 clusters Score -1.385031e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -13850257.000000 Penalty: 3757.641113
	Iteration 52Q: 3 clusters Score -1.385026e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -13850219.000000 Penalty: 3757.641113
	Iteration 53Q: 3 clusters Score -1.385022e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -13850238.000000 Penalty: 3757.641113
	Iteration 54Q: 3 clusters Score -1.385024e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -13850206.000000 Penalty: 3757.641113
	Iteration 55Q: 3 clusters Score -1.385021e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -13850183.000000 Penalty: 3757.641113
	Iteration 56Q: 3 clusters Score -1.385018e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -13850157.000000 Penalty: 3757.641113
	Iteration 57Q: 3 clusters Score -1.385016e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -13850095.000000 Penalty: 3757.641113
	Iteration 58Q: 3 clusters Score -1.38501e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -13850067.000000 Penalty: 3757.641113
	Iteration 59Q: 3 clusters Score -1.385007e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -13850059.000000 Penalty: 3757.641113
	Iteration 60F: 3 clusters Score -1.385006e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -13850030.000000 Penalty: 3757.641113
	Iteration 61Q: 3 clusters Score -1.385003e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -13849994.000000 Penalty: 3757.641113
	Iteration 62Q: 3 clusters Score -1.384999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -13849973.000000 Penalty: 3757.641113
	Iteration 63Q: 3 clusters Score -1.384997e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -13849941.000000 Penalty: 3757.641113
	Iteration 64Q: 3 clusters Score -1.384994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -13849901.000000 Penalty: 3757.641113
	Iteration 65Q: 3 clusters Score -1.38499e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -13849875.000000 Penalty: 3757.641113
	Iteration 66Q: 3 clusters Score -1.384988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -13849878.000000 Penalty: 3757.641113
	Iteration 67Q: 3 clusters Score -1.384988e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -13849860.000000 Penalty: 3757.641113
	Iteration 68Q: 3 clusters Score -1.384986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -13849872.000000 Penalty: 3757.641113
	Iteration 69Q: 3 clusters Score -1.384987e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -13849873.000000 Penalty: 3757.641113
	Iteration 70Q: 3 clusters Score -1.384987e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -13849845.000000 Penalty: 3757.641113
	Iteration 71Q: 3 clusters Score -1.384984e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -13849834.000000 Penalty: 3757.641113
	Iteration 72Q: 3 clusters Score -1.384983e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -13849821.000000 Penalty: 3757.641113
	Iteration 73Q: 3 clusters Score -1.384982e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -13849794.000000 Penalty: 3757.641113
	Iteration 74Q: 3 clusters Score -1.384979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -13849798.000000 Penalty: 3757.641113
	Iteration 75Q: 3 clusters Score -1.38498e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -13849773.000000 Penalty: 3757.641113
	Iteration 76Q: 3 clusters Score -1.384977e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -13849775.000000 Penalty: 3757.641113
	Iteration 77Q: 3 clusters Score -1.384978e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -13849757.000000 Penalty: 3757.641113
	Iteration 78Q: 3 clusters Score -1.384976e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -13849741.000000 Penalty: 3757.641113
	Iteration 79Q: 3 clusters Score -1.384974e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -13849690.000000 Penalty: 3757.641113
	Iteration 80F: 3 clusters Score -1.384969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -13849682.000000 Penalty: 3757.641113
	Iteration 81Q: 3 clusters Score -1.384968e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -13849671.000000 Penalty: 3757.641113
	Iteration 82Q: 3 clusters Score -1.384967e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -13849668.000000 Penalty: 3757.641113
	Iteration 83Q: 3 clusters Score -1.384967e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -13849647.000000 Penalty: 3757.641113
	Iteration 84Q: 3 clusters Score -1.384965e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -13849637.000000 Penalty: 3757.641113
	Iteration 85Q: 3 clusters Score -1.384964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -13849644.000000 Penalty: 3757.641113
	Iteration 86Q: 3 clusters Score -1.384964e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -13849644.000000 Penalty: 3757.641113
	Iteration 87Q: 3 clusters Score -1.384964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -13849673.000000 Penalty: 3757.641113
	Iteration 88Q: 3 clusters Score -1.384967e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -13849634.000000 Penalty: 3757.641113
	Iteration 89Q: 3 clusters Score -1.384963e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -13849632.000000 Penalty: 3757.641113
	Iteration 90Q: 3 clusters Score -1.384963e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -13849623.000000 Penalty: 3757.641113
	Iteration 91Q: 3 clusters Score -1.384962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -13849596.000000 Penalty: 3757.641113
	Iteration 92Q: 3 clusters Score -1.38496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -13849596.000000 Penalty: 3757.641113
	Iteration 93Q: 3 clusters Score -1.38496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -13849585.000000 Penalty: 3757.641113
	Iteration 94Q: 3 clusters Score -1.384958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -13849568.000000 Penalty: 3757.641113
	Iteration 95Q: 3 clusters Score -1.384957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -13849577.000000 Penalty: 3757.641113
	Iteration 96Q: 3 clusters Score -1.384958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -13849572.000000 Penalty: 3757.641113
	Iteration 97Q: 3 clusters Score -1.384957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -13849573.000000 Penalty: 3757.641113
	Iteration 98Q: 3 clusters Score -1.384957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -13849575.000000 Penalty: 3757.641113
	Iteration 99Q: 3 clusters Score -1.384958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -13849554.000000 Penalty: 3757.641113
	Iteration 100F: 3 clusters Score -1.384955e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -13849545.000000 Penalty: 3757.641113
	Iteration 101Q: 3 clusters Score -1.384954e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -13849536.000000 Penalty: 3757.641113
	Iteration 102Q: 3 clusters Score -1.384954e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -13849534.000000 Penalty: 3757.641113
	Iteration 103Q: 3 clusters Score -1.384953e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -13849519.000000 Penalty: 3757.641113
	Iteration 104Q: 3 clusters Score -1.384952e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -13849501.000000 Penalty: 3757.641113
	Iteration 105Q: 3 clusters Score -1.38495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -13849466.000000 Penalty: 3757.641113
	Iteration 106Q: 3 clusters Score -1.384947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -13849474.000000 Penalty: 3757.641113
	Iteration 107Q: 3 clusters Score -1.384947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -13849464.000000 Penalty: 3757.641113
	Iteration 108Q: 3 clusters Score -1.384946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -13849471.000000 Penalty: 3757.641113
	Iteration 109Q: 3 clusters Score -1.384947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -13849472.000000 Penalty: 3757.641113
	Iteration 110Q: 3 clusters Score -1.384947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -13849468.000000 Penalty: 3757.641113
	Iteration 111Q: 3 clusters Score -1.384947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -13849478.000000 Penalty: 3757.641113
	Iteration 112Q: 3 clusters Score -1.384948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -13849477.000000 Penalty: 3757.641113
	Iteration 113Q: 3 clusters Score -1.384948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -13849452.000000 Penalty: 3757.641113
	Iteration 114Q: 3 clusters Score -1.384945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -13849434.000000 Penalty: 3757.641113
	Iteration 115Q: 3 clusters Score -1.384943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -13849416.000000 Penalty: 3757.641113
	Iteration 116Q: 3 clusters Score -1.384942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -13849430.000000 Penalty: 3757.641113
	Iteration 117Q: 3 clusters Score -1.384943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -13849437.000000 Penalty: 3757.641113
	Iteration 118Q: 3 clusters Score -1.384944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -13849440.000000 Penalty: 3757.641113
	Iteration 119Q: 3 clusters Score -1.384944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -13849437.000000 Penalty: 3757.641113
	Iteration 120F: 3 clusters Score -1.384944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -13849440.000000 Penalty: 3757.641113
	Iteration 121Q: 3 clusters Score -1.384944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -13849436.000000 Penalty: 3757.641113
	Iteration 122Q: 3 clusters Score -1.384944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -13849433.000000 Penalty: 3757.641113
	Iteration 123Q: 3 clusters Score -1.384943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -13849436.000000 Penalty: 3757.641113
	Iteration 124Q: 3 clusters Score -1.384944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -13849445.000000 Penalty: 3757.641113
	Iteration 125Q: 3 clusters Score -1.384944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -13849439.000000 Penalty: 3757.641113
	Iteration 126Q: 3 clusters Score -1.384944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -13849435.000000 Penalty: 3757.641113
	Iteration 127Q: 3 clusters Score -1.384944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -13849440.000000 Penalty: 3757.641113
	Iteration 128Q: 3 clusters Score -1.384944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -13849440.000000 Penalty: 3757.641113
	Iteration 129Q: 3 clusters Score -1.384944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -13849430.000000 Penalty: 3757.641113
	Iteration 130Q: 3 clusters Score -1.384943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -13849430.000000 Penalty: 3757.641113
	Iteration 131F: 3 clusters Score -1.384943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 16972 members 
Mstep: Class 4 contains 61977 members 
Mstep: Class 5 contains 60378 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 72432 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 66182 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6463 members 
Mstep: Class 23 contains 68028 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16964 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17882 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 18555 members 
Mstep: Class 31 contains 40533 members 
Mstep: Class 32 contains 34162 members 
Mstep: Class 33 contains 5469 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 42278 members 
Mstep: Class 36 contains 76520 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 70413 members 
Mstep: Class 39 contains 59588 members 
Mstep: Class 40 contains 20613 members 
Mstep: Class 41 contains 17479 members 
Mstep: Class 42 contains 34614 members 
Entering Unmasked Estep 
Score: -127790264.000000 Penalty: 94294.750000
Splitting cluster 38 changes total score from -127784696.000000 to -127790264.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 39 (59588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Entering Unmasked Estep 
Score: -7849972.500000 Penalty: 1786.721558
	Iteration 0F: 2 clusters Score -7849972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -7810650.500000 Penalty: 3573.443115
	Iteration 0F: 3 clusters Score -7810650 nChanged 28294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -7826520.500000 Penalty: 3573.443115
	Iteration 1F: 3 clusters Score -7826520 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -7826978.500000 Penalty: 3573.443115
	Iteration 2Q: 3 clusters Score -7826978 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7827462.500000 Penalty: 3573.443115
	Iteration 3Q: 3 clusters Score -7827462 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -7827963.000000 Penalty: 3573.443115
	Iteration 4Q: 3 clusters Score -7827963 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7828696.500000 Penalty: 3573.443115
	Iteration 5Q: 3 clusters Score -7828696 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7829743.000000 Penalty: 3573.443115
	Iteration 6Q: 3 clusters Score -7829743 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -7831553.500000 Penalty: 3573.443115
	Iteration 7Q: 3 clusters Score -7831554 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -7834302.000000 Penalty: 3573.443115
	Iteration 8F: 3 clusters Score -7834302 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7837692.500000 Penalty: 3573.443115
	Iteration 9F: 3 clusters Score -7837692 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -7840554.500000 Penalty: 3573.443115
	Iteration 10F: 3 clusters Score -7840554 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -7842552.000000 Penalty: 3573.443115
	Iteration 11F: 3 clusters Score -7842552 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -7843842.500000 Penalty: 3573.443115
	Iteration 12Q: 3 clusters Score -7843842 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -7844675.500000 Penalty: 3573.443115
	Iteration 13Q: 3 clusters Score -7844676 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7845246.500000 Penalty: 3573.443115
	Iteration 14Q: 3 clusters Score -7845246 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7845653.000000 Penalty: 3573.443115
	Iteration 15Q: 3 clusters Score -7845653 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7846006.000000 Penalty: 3573.443115
	Iteration 16Q: 3 clusters Score -7846006 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7846338.000000 Penalty: 3573.443115
	Iteration 17Q: 3 clusters Score -7846338 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7846641.000000 Penalty: 3573.443115
	Iteration 18Q: 3 clusters Score -7846641 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -7846952.000000 Penalty: 3573.443115
	Iteration 19Q: 3 clusters Score -7846952 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7847265.000000 Penalty: 3573.443115
	Iteration 20F: 3 clusters Score -7847265 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7847510.000000 Penalty: 3573.443115
	Iteration 21Q: 3 clusters Score -7847510 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7847747.000000 Penalty: 3573.443115
	Iteration 22Q: 3 clusters Score -7847747 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7847977.500000 Penalty: 3573.443115
	Iteration 23Q: 3 clusters Score -7847978 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -7848131.500000 Penalty: 3573.443115
	Iteration 24Q: 3 clusters Score -7848132 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -7848224.500000 Penalty: 3573.443115
	Iteration 25Q: 3 clusters Score -7848224 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7848267.500000 Penalty: 3573.443115
	Iteration 26Q: 3 clusters Score -7848268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7848313.500000 Penalty: 3573.443115
	Iteration 27Q: 3 clusters Score -7848314 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -7848364.000000 Penalty: 3573.443115
	Iteration 28Q: 3 clusters Score -7848364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7848376.500000 Penalty: 3573.443115
	Iteration 29Q: 3 clusters Score -7848376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7848377.500000 Penalty: 3573.443115
	Iteration 30Q: 3 clusters Score -7848378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7848368.500000 Penalty: 3573.443115
	Iteration 31Q: 3 clusters Score -7848368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -7848376.000000 Penalty: 3573.443115
	Iteration 32Q: 3 clusters Score -7848376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7848389.000000 Penalty: 3573.443115
	Iteration 33Q: 3 clusters Score -7848389 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7848385.500000 Penalty: 3573.443115
	Iteration 34Q: 3 clusters Score -7848386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -7848389.000000 Penalty: 3573.443115
	Iteration 35Q: 3 clusters Score -7848389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -7848409.000000 Penalty: 3573.443115
	Iteration 36Q: 3 clusters Score -7848409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -7848416.500000 Penalty: 3573.443115
	Iteration 37Q: 3 clusters Score -7848416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7848424.000000 Penalty: 3573.443115
	Iteration 38Q: 3 clusters Score -7848424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7848436.000000 Penalty: 3573.443115
	Iteration 39Q: 3 clusters Score -7848436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -7848431.500000 Penalty: 3573.443115
	Iteration 40F: 3 clusters Score -7848432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7848454.500000 Penalty: 3573.443115
	Iteration 41Q: 3 clusters Score -7848454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7848458.500000 Penalty: 3573.443115
	Iteration 42Q: 3 clusters Score -7848458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -7848452.500000 Penalty: 3573.443115
	Iteration 43Q: 3 clusters Score -7848452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -7848460.500000 Penalty: 3573.443115
	Iteration 44Q: 3 clusters Score -7848460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -7848469.000000 Penalty: 3573.443115
	Iteration 45Q: 3 clusters Score -7848469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -7848471.000000 Penalty: 3573.443115
	Iteration 46Q: 3 clusters Score -7848471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -7848460.500000 Penalty: 3573.443115
	Iteration 47Q: 3 clusters Score -7848460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -7848474.500000 Penalty: 3573.443115
	Iteration 48Q: 3 clusters Score -7848474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7848462.500000 Penalty: 3573.443115
	Iteration 49Q: 3 clusters Score -7848462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7848451.500000 Penalty: 3573.443115
	Iteration 50Q: 3 clusters Score -7848452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -7848461.000000 Penalty: 3573.443115
	Iteration 51Q: 3 clusters Score -7848461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -7848480.500000 Penalty: 3573.443115
	Iteration 52Q: 3 clusters Score -7848480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7848475.500000 Penalty: 3573.443115
	Iteration 53Q: 3 clusters Score -7848476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -7848488.000000 Penalty: 3573.443115
	Iteration 54Q: 3 clusters Score -7848488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7848507.500000 Penalty: 3573.443115
	Iteration 55Q: 3 clusters Score -7848508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7848520.000000 Penalty: 3573.443115
	Iteration 56Q: 3 clusters Score -7848520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7848536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -7848537.000000 Penalty: 3573.443115
	Iteration 58Q: 3 clusters Score -7848537 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7848538.000000 Penalty: 3573.443115
	Iteration 59Q: 3 clusters Score -7848538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -7848528.000000 Penalty: 3573.443115
	Iteration 60F: 3 clusters Score -7848528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -7848541.000000 Penalty: 3573.443115
	Iteration 61Q: 3 clusters Score -7848541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7848540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7848541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7848541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7848550.000000 Penalty: 3573.443115
	Iteration 65Q: 3 clusters Score -7848550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -7848542.500000 Penalty: 3573.443115
	Iteration 66Q: 3 clusters Score -7848542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -7848545.500000 Penalty: 3573.443115
	Iteration 67Q: 3 clusters Score -7848546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -7848552.000000 Penalty: 3573.443115
	Iteration 68Q: 3 clusters Score -7848552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7848546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -7848542.000000 Penalty: 3573.443115
	Iteration 70Q: 3 clusters Score -7848542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -7848543.500000 Penalty: 3573.443115
	Iteration 71Q: 3 clusters Score -7848544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7848555.000000 Penalty: 3573.443115
	Iteration 72Q: 3 clusters Score -7848555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -7848562.000000 Penalty: 3573.443115
	Iteration 73Q: 3 clusters Score -7848562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7848558.500000 Penalty: 3573.443115
	Iteration 74Q: 3 clusters Score -7848558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -7848544.000000 Penalty: 3573.443115
	Iteration 75Q: 3 clusters Score -7848544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7848551.500000 Penalty: 3573.443115
	Iteration 76Q: 3 clusters Score -7848552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -7848557.000000 Penalty: 3573.443115
	Iteration 77Q: 3 clusters Score -7848557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -7848565.000000 Penalty: 3573.443115
	Iteration 78Q: 3 clusters Score -7848565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7848552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -7848572.000000 Penalty: 3573.443115
	Iteration 80F: 3 clusters Score -7848572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -7848578.000000 Penalty: 3573.443115
	Iteration 81Q: 3 clusters Score -7848578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -7848601.500000 Penalty: 3573.443115
	Iteration 82Q: 3 clusters Score -7848602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -7848615.000000 Penalty: 3573.443115
	Iteration 83Q: 3 clusters Score -7848615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -7848634.000000 Penalty: 3573.443115
	Iteration 84Q: 3 clusters Score -7848634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -7848636.500000 Penalty: 3573.443115
	Iteration 85Q: 3 clusters Score -7848636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -7848628.000000 Penalty: 3573.443115
	Iteration 86Q: 3 clusters Score -7848628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -7848630.500000 Penalty: 3573.443115
	Iteration 87Q: 3 clusters Score -7848630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7848645.500000 Penalty: 3573.443115
	Iteration 88Q: 3 clusters Score -7848646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -7848644.500000 Penalty: 3573.443115
	Iteration 89Q: 3 clusters Score -7848644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -7848653.500000 Penalty: 3573.443115
	Iteration 90Q: 3 clusters Score -7848654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -7848659.000000 Penalty: 3573.443115
	Iteration 91Q: 3 clusters Score -7848659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -7848657.500000 Penalty: 3573.443115
	Iteration 92Q: 3 clusters Score -7848658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7848681.500000 Penalty: 3573.443115
	Iteration 93Q: 3 clusters Score -7848682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7848688.500000 Penalty: 3573.443115
	Iteration 94Q: 3 clusters Score -7848688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -7848678.500000 Penalty: 3573.443115
	Iteration 95Q: 3 clusters Score -7848678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -7848691.000000 Penalty: 3573.443115
	Iteration 96Q: 3 clusters Score -7848691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7848690.500000 Penalty: 3573.443115
	Iteration 97Q: 3 clusters Score -7848690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7848712.000000 Penalty: 3573.443115
	Iteration 98Q: 3 clusters Score -7848712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7848721.500000 Penalty: 3573.443115
	Iteration 99Q: 3 clusters Score -7848722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7848723.000000 Penalty: 3573.443115
	Iteration 100F: 3 clusters Score -7848723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7848733.500000 Penalty: 3573.443115
	Iteration 101Q: 3 clusters Score -7848734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -7848731.000000 Penalty: 3573.443115
	Iteration 102Q: 3 clusters Score -7848731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -7848731.000000 Penalty: 3573.443115
	Iteration 103Q: 3 clusters Score -7848731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -7848729.500000 Penalty: 3573.443115
	Iteration 104Q: 3 clusters Score -7848730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -7848748.000000 Penalty: 3573.443115
	Iteration 105Q: 3 clusters Score -7848748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -7848741.500000 Penalty: 3573.443115
	Iteration 106Q: 3 clusters Score -7848742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -7848741.000000 Penalty: 3573.443115
	Iteration 107Q: 3 clusters Score -7848741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -7848739.000000 Penalty: 3573.443115
	Iteration 108Q: 3 clusters Score -7848739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -7848741.500000 Penalty: 3573.443115
	Iteration 109Q: 3 clusters Score -7848742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -7848734.000000 Penalty: 3573.443115
	Iteration 110Q: 3 clusters Score -7848734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7848742.500000 Penalty: 3573.443115
	Iteration 111Q: 3 clusters Score -7848742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -7848742.000000 Penalty: 3573.443115
	Iteration 112Q: 3 clusters Score -7848742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -7848753.500000 Penalty: 3573.443115
	Iteration 113Q: 3 clusters Score -7848754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -7848757.500000 Penalty: 3573.443115
	Iteration 114Q: 3 clusters Score -7848758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7848777.500000 Penalty: 3573.443115
	Iteration 115Q: 3 clusters Score -7848778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -7848780.000000 Penalty: 3573.443115
	Iteration 116Q: 3 clusters Score -7848780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -7848774.500000 Penalty: 3573.443115
	Iteration 117Q: 3 clusters Score -7848774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -7848782.000000 Penalty: 3573.443115
	Iteration 118Q: 3 clusters Score -7848782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -7848791.500000 Penalty: 3573.443115
	Iteration 119Q: 3 clusters Score -7848792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -7848783.500000 Penalty: 3573.443115
	Iteration 120F: 3 clusters Score -7848784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -7848799.000000 Penalty: 3573.443115
	Iteration 121Q: 3 clusters Score -7848799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -7848781.000000 Penalty: 3573.443115
	Iteration 122Q: 3 clusters Score -7848781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -7848766.500000 Penalty: 3573.443115
	Iteration 123Q: 3 clusters Score -7848766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -7848779.000000 Penalty: 3573.443115
	Iteration 124Q: 3 clusters Score -7848779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -7848769.000000 Penalty: 3573.443115
	Iteration 125Q: 3 clusters Score -7848769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -7848776.500000 Penalty: 3573.443115
	Iteration 126Q: 3 clusters Score -7848776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -7848772.000000 Penalty: 3573.443115
	Iteration 127Q: 3 clusters Score -7848772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -7848762.500000 Penalty: 3573.443115
	Iteration 128Q: 3 clusters Score -7848762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -7848764.500000 Penalty: 3573.443115
	Iteration 129Q: 3 clusters Score -7848764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -7848774.500000 Penalty: 3573.443115
	Iteration 130Q: 3 clusters Score -7848774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7848772.000000 Penalty: 3573.443115
	Iteration 131Q: 3 clusters Score -7848772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -7848767.000000 Penalty: 3573.443115
	Iteration 132Q: 3 clusters Score -7848767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -7848772.500000 Penalty: 3573.443115
	Iteration 133Q: 3 clusters Score -7848772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -7848768.000000 Penalty: 3573.443115
	Iteration 134Q: 3 clusters Score -7848768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -7848761.500000 Penalty: 3573.443115
	Iteration 135Q: 3 clusters Score -7848762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -7848771.500000 Penalty: 3573.443115
	Iteration 136Q: 3 clusters Score -7848772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -7848757.500000 Penalty: 3573.443115
	Iteration 137Q: 3 clusters Score -7848758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -7848759.000000 Penalty: 3573.443115
	Iteration 138Q: 3 clusters Score -7848759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -7848755.500000 Penalty: 3573.443115
	Iteration 139Q: 3 clusters Score -7848756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -7848753.000000 Penalty: 3573.443115
	Iteration 140F: 3 clusters Score -7848753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -7848750.500000 Penalty: 3573.443115
	Iteration 141Q: 3 clusters Score -7848750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -7848762.000000 Penalty: 3573.443115
	Iteration 142Q: 3 clusters Score -7848762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7848763.500000 Penalty: 3573.443115
	Iteration 143Q: 3 clusters Score -7848764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -7848761.500000 Penalty: 3573.443115
	Iteration 144Q: 3 clusters Score -7848762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -7848759.000000 Penalty: 3573.443115
	Iteration 145Q: 3 clusters Score -7848759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7848762.000000 Penalty: 3573.443115
	Iteration 146Q: 3 clusters Score -7848762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -7848763.000000 Penalty: 3573.443115
	Iteration 147Q: 3 clusters Score -7848763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -7848777.500000 Penalty: 3573.443115
	Iteration 148Q: 3 clusters Score -7848778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7848774.500000 Penalty: 3573.443115
	Iteration 149Q: 3 clusters Score -7848774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -7848774.000000 Penalty: 3573.443115
	Iteration 150Q: 3 clusters Score -7848774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -7848774.500000 Penalty: 3573.443115
	Iteration 151Q: 3 clusters Score -7848774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7848775.500000 Penalty: 3573.443115
	Iteration 152Q: 3 clusters Score -7848776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -7848772.500000 Penalty: 3573.443115
	Iteration 153Q: 3 clusters Score -7848772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -7848781.500000 Penalty: 3573.443115
	Iteration 154Q: 3 clusters Score -7848782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -7848787.000000 Penalty: 3573.443115
	Iteration 155Q: 3 clusters Score -7848787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -7848787.500000 Penalty: 3573.443115
	Iteration 156Q: 3 clusters Score -7848788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7848789.000000 Penalty: 3573.443115
	Iteration 157Q: 3 clusters Score -7848789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -7848794.000000 Penalty: 3573.443115
	Iteration 158Q: 3 clusters Score -7848794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -7848792.000000 Penalty: 3573.443115
	Iteration 159Q: 3 clusters Score -7848792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -7848791.000000 Penalty: 3573.443115
	Iteration 160F: 3 clusters Score -7848791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Entering Unmasked Estep 
Score: -2754961.000000 Penalty: 1614.222656
	Iteration 0F: 2 clusters Score -2754961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2740973.500000 Penalty: 3228.445312
	Iteration 0F: 3 clusters Score -2740974 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2745970.250000 Penalty: 3228.445312
	Iteration 1F: 3 clusters Score -2745970 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2746188.000000 Penalty: 3228.445312
	Iteration 2Q: 3 clusters Score -2746188 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2746355.750000 Penalty: 3228.445312
	Iteration 3Q: 3 clusters Score -2746356 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2746493.750000 Penalty: 3228.445312
	Iteration 4Q: 3 clusters Score -2746494 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2746600.500000 Penalty: 3228.445312
	Iteration 5Q: 3 clusters Score -2746600 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2746702.000000 Penalty: 3228.445312
	Iteration 6Q: 3 clusters Score -2746702 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2746815.500000 Penalty: 3228.445312
	Iteration 7Q: 3 clusters Score -2746816 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2746913.500000 Penalty: 3228.445312
	Iteration 8Q: 3 clusters Score -2746914 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2747053.500000 Penalty: 3228.445312
	Iteration 9Q: 3 clusters Score -2747054 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2747267.000000 Penalty: 3228.445312
	Iteration 10Q: 3 clusters Score -2747267 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2747589.750000 Penalty: 3228.445312
	Iteration 11Q: 3 clusters Score -2747590 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2748090.750000 Penalty: 3228.445312
	Iteration 12Q: 3 clusters Score -2748091 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2748808.250000 Penalty: 3228.445312
	Iteration 13F: 3 clusters Score -2748808 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2749832.250000 Penalty: 3228.445312
	Iteration 14F: 3 clusters Score -2749832 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2751082.750000 Penalty: 3228.445312
	Iteration 15F: 3 clusters Score -2751083 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2752182.250000 Penalty: 3228.445312
	Iteration 16F: 3 clusters Score -2752182 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2752876.500000 Penalty: 3228.445312
	Iteration 17Q: 3 clusters Score -2752876 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2753195.250000 Penalty: 3228.445312
	Iteration 18Q: 3 clusters Score -2753195 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2753363.750000 Penalty: 3228.445312
	Iteration 19Q: 3 clusters Score -2753364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2753448.000000 Penalty: 3228.445312
	Iteration 20F: 3 clusters Score -2753448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2753503.000000 Penalty: 3228.445312
	Iteration 21Q: 3 clusters Score -2753503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2753529.500000 Penalty: 3228.445312
	Iteration 22Q: 3 clusters Score -2753530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2753549.750000 Penalty: 3228.445312
	Iteration 23Q: 3 clusters Score -2753550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2753570.000000 Penalty: 3228.445312
	Iteration 24Q: 3 clusters Score -2753570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2753588.500000 Penalty: 3228.445312
	Iteration 25Q: 3 clusters Score -2753588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2753600.750000 Penalty: 3228.445312
	Iteration 26Q: 3 clusters Score -2753601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2753605.000000 Penalty: 3228.445312
	Iteration 27Q: 3 clusters Score -2753605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2753614.000000 Penalty: 3228.445312
	Iteration 28Q: 3 clusters Score -2753614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2753615.000000 Penalty: 3228.445312
	Iteration 29Q: 3 clusters Score -2753615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2753617.250000 Penalty: 3228.445312
	Iteration 30Q: 3 clusters Score -2753617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2753619.000000 Penalty: 3228.445312
	Iteration 31Q: 3 clusters Score -2753619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2753618.750000 Penalty: 3228.445312
	Iteration 32Q: 3 clusters Score -2753619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2753618.750000 Penalty: 3228.445312
	Iteration 33F: 3 clusters Score -2753619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Entering Unmasked Estep 
Score: -2346041.250000 Penalty: 1587.422729
	Iteration 0F: 2 clusters Score -2346041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2333964.500000 Penalty: 3174.845459
	Iteration 0F: 3 clusters Score -2333964 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2338172.750000 Penalty: 3174.845459
	Iteration 1F: 3 clusters Score -2338173 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2338467.750000 Penalty: 3174.845459
	Iteration 2F: 3 clusters Score -2338468 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2338744.000000 Penalty: 3174.845459
	Iteration 3Q: 3 clusters Score -2338744 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2338999.000000 Penalty: 3174.845459
	Iteration 4Q: 3 clusters Score -2338999 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2339319.000000 Penalty: 3174.845459
	Iteration 5Q: 3 clusters Score -2339319 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2339740.750000 Penalty: 3174.845459
	Iteration 6Q: 3 clusters Score -2339741 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2340357.750000 Penalty: 3174.845459
	Iteration 7F: 3 clusters Score -2340358 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2341170.500000 Penalty: 3174.845459
	Iteration 8F: 3 clusters Score -2341170 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2342111.500000 Penalty: 3174.845459
	Iteration 9F: 3 clusters Score -2342112 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2343024.500000 Penalty: 3174.845459
	Iteration 10F: 3 clusters Score -2343024 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2343709.250000 Penalty: 3174.845459
	Iteration 11Q: 3 clusters Score -2343709 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2344131.500000 Penalty: 3174.845459
	Iteration 12Q: 3 clusters Score -2344132 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2344360.750000 Penalty: 3174.845459
	Iteration 13Q: 3 clusters Score -2344361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2344485.500000 Penalty: 3174.845459
	Iteration 14Q: 3 clusters Score -2344486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2344544.750000 Penalty: 3174.845459
	Iteration 15Q: 3 clusters Score -2344545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2344580.250000 Penalty: 3174.845459
	Iteration 16Q: 3 clusters Score -2344580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2344596.000000 Penalty: 3174.845459
	Iteration 17Q: 3 clusters Score -2344596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2344612.750000 Penalty: 3174.845459
	Iteration 18Q: 3 clusters Score -2344613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2344627.000000 Penalty: 3174.845459
	Iteration 19Q: 3 clusters Score -2344627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2344633.000000 Penalty: 3174.845459
	Iteration 20F: 3 clusters Score -2344633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2344640.250000 Penalty: 3174.845459
	Iteration 21Q: 3 clusters Score -2344640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2344642.500000 Penalty: 3174.845459
	Iteration 22Q: 3 clusters Score -2344642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2344641.500000 Penalty: 3174.845459
	Iteration 23Q: 3 clusters Score -2344642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2344641.500000 Penalty: 3174.845459
	Iteration 24F: 3 clusters Score -2344642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 16972 members 
Mstep: Class 4 contains 61977 members 
Mstep: Class 5 contains 60378 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 72432 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 66182 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6463 members 
Mstep: Class 23 contains 68028 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16964 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17882 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 18555 members 
Mstep: Class 31 contains 40533 members 
Mstep: Class 32 contains 34162 members 
Mstep: Class 33 contains 5469 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 42278 members 
Mstep: Class 36 contains 76520 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 70413 members 
Mstep: Class 39 contains 59588 members 
Mstep: Class 40 contains 20613 members 
Mstep: Class 41 contains 17479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127792440.000000 Penalty: 94294.750000
Iteration 359Q: 43 clusters Score -1.277924e+08 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 16927 members 
Mstep: Class 4 contains 61793 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 71574 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 6105 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 15194 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 66079 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6488 members 
Mstep: Class 23 contains 67858 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16957 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17869 members 
Mstep: Class 29 contains 4422 members 
Mstep: Class 30 contains 18574 members 
Mstep: Class 31 contains 40510 members 
Mstep: Class 32 contains 34181 members 
Mstep: Class 33 contains 5488 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 42349 members 
Mstep: Class 36 contains 76671 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 71330 members 
Mstep: Class 39 contains 58663 members 
Mstep: Class 40 contains 20619 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 36007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127793920.000000 Penalty: 94294.750000
Iteration 360F: 43 clusters Score -1.277939e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 16891 members 
Mstep: Class 4 contains 61610 members 
Mstep: Class 5 contains 60047 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 17189 members 
Mstep: Class 9 contains 71019 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21075 members 
Mstep: Class 13 contains 6098 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 65992 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 67682 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16951 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17871 members 
Mstep: Class 29 contains 4407 members 
Mstep: Class 30 contains 18590 members 
Mstep: Class 31 contains 40474 members 
Mstep: Class 32 contains 34203 members 
Mstep: Class 33 contains 5504 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 42608 members 
Mstep: Class 36 contains 76844 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 71885 members 
Mstep: Class 39 contains 57953 members 
Mstep: Class 40 contains 20627 members 
Mstep: Class 41 contains 17743 members 
Mstep: Class 42 contains 37036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794048.000000 Penalty: 94294.750000
Iteration 361Q: 43 clusters Score -1.27794e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 11597 members 
Mstep: Class 3 contains 16849 members 
Mstep: Class 4 contains 61474 members 
Mstep: Class 5 contains 59841 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 70602 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21079 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 15192 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 65883 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 6474 members 
Mstep: Class 23 contains 67511 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16952 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17857 members 
Mstep: Class 29 contains 4402 members 
Mstep: Class 30 contains 18611 members 
Mstep: Class 31 contains 40444 members 
Mstep: Class 32 contains 34224 members 
Mstep: Class 33 contains 5521 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 42963 members 
Mstep: Class 36 contains 77023 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 72233 members 
Mstep: Class 39 contains 57361 members 
Mstep: Class 40 contains 20643 members 
Mstep: Class 41 contains 17855 members 
Mstep: Class 42 contains 37947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794688.000000 Penalty: 94294.750000
Iteration 362Q: 43 clusters Score -1.277947e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 16825 members 
Mstep: Class 4 contains 61405 members 
Mstep: Class 5 contains 59594 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 16956 members 
Mstep: Class 9 contains 70280 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21067 members 
Mstep: Class 13 contains 6086 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 15190 members 
Mstep: Class 16 contains 5851 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 65766 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6472 members 
Mstep: Class 23 contains 67305 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16955 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17855 members 
Mstep: Class 29 contains 4403 members 
Mstep: Class 30 contains 18632 members 
Mstep: Class 31 contains 40390 members 
Mstep: Class 32 contains 34244 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 43338 members 
Mstep: Class 36 contains 77137 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 72502 members 
Mstep: Class 39 contains 56753 members 
Mstep: Class 40 contains 20669 members 
Mstep: Class 41 contains 18009 members 
Mstep: Class 42 contains 38788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794888.000000 Penalty: 94294.750000
Iteration 363Q: 43 clusters Score -1.277949e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 11582 members 
Mstep: Class 3 contains 16796 members 
Mstep: Class 4 contains 61308 members 
Mstep: Class 5 contains 59361 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 70038 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 6084 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 15187 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 65634 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 67099 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16967 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17842 members 
Mstep: Class 29 contains 4406 members 
Mstep: Class 30 contains 18654 members 
Mstep: Class 31 contains 40336 members 
Mstep: Class 32 contains 34266 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 43651 members 
Mstep: Class 36 contains 77266 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 72772 members 
Mstep: Class 39 contains 56095 members 
Mstep: Class 40 contains 20701 members 
Mstep: Class 41 contains 18171 members 
Mstep: Class 42 contains 39613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795232.000000 Penalty: 94294.750000
Iteration 364Q: 43 clusters Score -1.277952e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 16767 members 
Mstep: Class 4 contains 61169 members 
Mstep: Class 5 contains 59145 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 16804 members 
Mstep: Class 9 contains 69848 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21035 members 
Mstep: Class 13 contains 6083 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15189 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 65507 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 6467 members 
Mstep: Class 23 contains 66887 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16984 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17820 members 
Mstep: Class 29 contains 4414 members 
Mstep: Class 30 contains 18674 members 
Mstep: Class 31 contains 40288 members 
Mstep: Class 32 contains 34281 members 
Mstep: Class 33 contains 5561 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 43989 members 
Mstep: Class 36 contains 77351 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 72998 members 
Mstep: Class 39 contains 55426 members 
Mstep: Class 40 contains 20726 members 
Mstep: Class 41 contains 18351 members 
Mstep: Class 42 contains 40433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795712.000000 Penalty: 94294.750000
Iteration 365Q: 43 clusters Score -1.277957e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 4 contains 61041 members 
Mstep: Class 5 contains 58955 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 16722 members 
Mstep: Class 9 contains 69669 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 21030 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 65356 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 66652 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 16998 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17809 members 
Mstep: Class 29 contains 4426 members 
Mstep: Class 30 contains 18690 members 
Mstep: Class 31 contains 40259 members 
Mstep: Class 32 contains 34269 members 
Mstep: Class 33 contains 5568 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 44291 members 
Mstep: Class 36 contains 77465 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 73231 members 
Mstep: Class 39 contains 54708 members 
Mstep: Class 40 contains 20733 members 
Mstep: Class 41 contains 18540 members 
Mstep: Class 42 contains 41323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795864.000000 Penalty: 94294.750000
Iteration 366Q: 43 clusters Score -1.277959e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 16715 members 
Mstep: Class 4 contains 60921 members 
Mstep: Class 5 contains 58764 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 16627 members 
Mstep: Class 9 contains 69506 members 
Mstep: Class 10 contains 5648 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 21033 members 
Mstep: Class 13 contains 6075 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 15201 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 3435 members 
Mstep: Class 18 contains 65180 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 66367 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17007 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17791 members 
Mstep: Class 29 contains 4432 members 
Mstep: Class 30 contains 18716 members 
Mstep: Class 31 contains 40231 members 
Mstep: Class 32 contains 34261 members 
Mstep: Class 33 contains 5574 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 44584 members 
Mstep: Class 36 contains 77566 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 73414 members 
Mstep: Class 39 contains 54047 members 
Mstep: Class 40 contains 20751 members 
Mstep: Class 41 contains 18748 members 
Mstep: Class 42 contains 42209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796264.000000 Penalty: 94294.750000
Iteration 367Q: 43 clusters Score -1.277963e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 16678 members 
Mstep: Class 4 contains 60780 members 
Mstep: Class 5 contains 58603 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 16548 members 
Mstep: Class 9 contains 69367 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 21018 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 15209 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 64941 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6465 members 
Mstep: Class 23 contains 66094 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17006 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17777 members 
Mstep: Class 29 contains 4432 members 
Mstep: Class 30 contains 18742 members 
Mstep: Class 31 contains 40184 members 
Mstep: Class 32 contains 34266 members 
Mstep: Class 33 contains 5579 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 44911 members 
Mstep: Class 36 contains 77660 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 73637 members 
Mstep: Class 39 contains 53397 members 
Mstep: Class 40 contains 20767 members 
Mstep: Class 41 contains 18930 members 
Mstep: Class 42 contains 43045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796488.000000 Penalty: 94294.750000
Iteration 368Q: 43 clusters Score -1.277965e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 16642 members 
Mstep: Class 4 contains 60781 members 
Mstep: Class 5 contains 58409 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 69247 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 21014 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15217 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 3470 members 
Mstep: Class 18 contains 64681 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 65850 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17008 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17756 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 18770 members 
Mstep: Class 31 contains 40122 members 
Mstep: Class 32 contains 34275 members 
Mstep: Class 33 contains 5580 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 45214 members 
Mstep: Class 36 contains 77708 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 73789 members 
Mstep: Class 39 contains 52772 members 
Mstep: Class 40 contains 20771 members 
Mstep: Class 41 contains 19144 members 
Mstep: Class 42 contains 43897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796616.000000 Penalty: 94294.750000
Iteration 369Q: 43 clusters Score -1.277966e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 16601 members 
Mstep: Class 4 contains 60856 members 
Mstep: Class 5 contains 58157 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 69138 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 21013 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15218 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 64407 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 65586 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17009 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17719 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 18799 members 
Mstep: Class 31 contains 40066 members 
Mstep: Class 32 contains 34296 members 
Mstep: Class 33 contains 5578 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 45533 members 
Mstep: Class 36 contains 77776 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 73936 members 
Mstep: Class 39 contains 52080 members 
Mstep: Class 40 contains 20758 members 
Mstep: Class 41 contains 19364 members 
Mstep: Class 42 contains 44811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797112.000000 Penalty: 94294.750000
Iteration 370Q: 43 clusters Score -1.277971e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 11533 members 
Mstep: Class 3 contains 16588 members 
Mstep: Class 4 contains 60976 members 
Mstep: Class 5 contains 57879 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 16315 members 
Mstep: Class 9 contains 69037 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 20998 members 
Mstep: Class 13 contains 6060 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15222 members 
Mstep: Class 16 contains 5864 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 64101 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 65288 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17009 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17704 members 
Mstep: Class 29 contains 4431 members 
Mstep: Class 30 contains 18827 members 
Mstep: Class 31 contains 40032 members 
Mstep: Class 32 contains 34330 members 
Mstep: Class 33 contains 5582 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 45811 members 
Mstep: Class 36 contains 77833 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 74065 members 
Mstep: Class 39 contains 51403 members 
Mstep: Class 40 contains 20763 members 
Mstep: Class 41 contains 19588 members 
Mstep: Class 42 contains 45718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797776.000000 Penalty: 94294.750000
Iteration 371Q: 43 clusters Score -1.277978e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 16565 members 
Mstep: Class 4 contains 61107 members 
Mstep: Class 5 contains 57600 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 9 contains 68931 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 20997 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 63823 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 6481 members 
Mstep: Class 23 contains 64976 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17006 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17683 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 18846 members 
Mstep: Class 31 contains 39998 members 
Mstep: Class 32 contains 34322 members 
Mstep: Class 33 contains 5585 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46090 members 
Mstep: Class 36 contains 77884 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 74191 members 
Mstep: Class 39 contains 50643 members 
Mstep: Class 40 contains 20773 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 46695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798056.000000 Penalty: 94294.750000
Iteration 372Q: 43 clusters Score -1.277981e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 16557 members 
Mstep: Class 4 contains 61317 members 
Mstep: Class 5 contains 57298 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 68813 members 
Mstep: Class 10 contains 5626 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 20979 members 
Mstep: Class 13 contains 6050 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 63501 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 64690 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17004 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17667 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 18852 members 
Mstep: Class 31 contains 39968 members 
Mstep: Class 32 contains 34294 members 
Mstep: Class 33 contains 5590 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46338 members 
Mstep: Class 36 contains 77911 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 74258 members 
Mstep: Class 39 contains 49936 members 
Mstep: Class 40 contains 20760 members 
Mstep: Class 41 contains 20072 members 
Mstep: Class 42 contains 47680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798864.000000 Penalty: 94294.750000
Iteration 373Q: 43 clusters Score -1.277989e+08 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 11516 members 
Mstep: Class 3 contains 16549 members 
Mstep: Class 4 contains 61579 members 
Mstep: Class 5 contains 57035 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 68692 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20973 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 63081 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 64429 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17007 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17663 members 
Mstep: Class 29 contains 4476 members 
Mstep: Class 30 contains 18867 members 
Mstep: Class 31 contains 39926 members 
Mstep: Class 32 contains 34292 members 
Mstep: Class 33 contains 5594 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46531 members 
Mstep: Class 36 contains 77878 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 74422 members 
Mstep: Class 39 contains 49260 members 
Mstep: Class 40 contains 20716 members 
Mstep: Class 41 contains 20313 members 
Mstep: Class 42 contains 48570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798824.000000 Penalty: 94294.750000
Iteration 374Q: 43 clusters Score -1.277988e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 11504 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 61890 members 
Mstep: Class 5 contains 56790 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 8 contains 16080 members 
Mstep: Class 9 contains 68550 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20970 members 
Mstep: Class 13 contains 6053 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 62647 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 64123 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17014 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17657 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 18887 members 
Mstep: Class 31 contains 39897 members 
Mstep: Class 32 contains 34287 members 
Mstep: Class 33 contains 5597 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46738 members 
Mstep: Class 36 contains 77835 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 74597 members 
Mstep: Class 39 contains 48591 members 
Mstep: Class 40 contains 20629 members 
Mstep: Class 41 contains 20624 members 
Mstep: Class 42 contains 49402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799032.000000 Penalty: 94294.750000
Iteration 375Q: 43 clusters Score -1.27799e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 16518 members 
Mstep: Class 4 contains 62216 members 
Mstep: Class 5 contains 56506 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 16053 members 
Mstep: Class 9 contains 68404 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 13 contains 6049 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 62297 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5682 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 63873 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17022 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17646 members 
Mstep: Class 29 contains 4507 members 
Mstep: Class 30 contains 18912 members 
Mstep: Class 31 contains 39882 members 
Mstep: Class 32 contains 34287 members 
Mstep: Class 33 contains 5606 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46836 members 
Mstep: Class 36 contains 77843 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 74827 members 
Mstep: Class 39 contains 47896 members 
Mstep: Class 40 contains 20551 members 
Mstep: Class 41 contains 20916 members 
Mstep: Class 42 contains 50251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799120.000000 Penalty: 94294.750000
Iteration 376Q: 43 clusters Score -1.277991e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 62537 members 
Mstep: Class 5 contains 56213 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 68290 members 
Mstep: Class 10 contains 5621 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20948 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15218 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 61970 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 6464 members 
Mstep: Class 23 contains 63543 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17036 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17621 members 
Mstep: Class 29 contains 4517 members 
Mstep: Class 30 contains 18929 members 
Mstep: Class 31 contains 39871 members 
Mstep: Class 32 contains 34326 members 
Mstep: Class 33 contains 5611 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46857 members 
Mstep: Class 36 contains 77898 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 75181 members 
Mstep: Class 39 contains 47130 members 
Mstep: Class 40 contains 20487 members 
Mstep: Class 41 contains 21245 members 
Mstep: Class 42 contains 51082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799136.000000 Penalty: 94294.750000
Iteration 377Q: 43 clusters Score -1.277991e+08 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 62702 members 
Mstep: Class 5 contains 55971 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 68216 members 
Mstep: Class 10 contains 5621 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20933 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 61750 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 63334 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17044 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17603 members 
Mstep: Class 29 contains 4515 members 
Mstep: Class 30 contains 18951 members 
Mstep: Class 31 contains 39843 members 
Mstep: Class 32 contains 34324 members 
Mstep: Class 33 contains 5617 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46818 members 
Mstep: Class 36 contains 77915 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 75626 members 
Mstep: Class 39 contains 46277 members 
Mstep: Class 40 contains 20398 members 
Mstep: Class 41 contains 21535 members 
Mstep: Class 42 contains 51921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798984.000000 Penalty: 94294.750000
Iteration 378Q: 43 clusters Score -1.27799e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 62858 members 
Mstep: Class 5 contains 55697 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 15939 members 
Mstep: Class 9 contains 68116 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20935 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 4084 members 
Mstep: Class 18 contains 61562 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 63149 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17048 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17602 members 
Mstep: Class 29 contains 4515 members 
Mstep: Class 30 contains 18962 members 
Mstep: Class 31 contains 39817 members 
Mstep: Class 32 contains 34319 members 
Mstep: Class 33 contains 5620 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46742 members 
Mstep: Class 36 contains 77909 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 76214 members 
Mstep: Class 39 contains 45335 members 
Mstep: Class 40 contains 20304 members 
Mstep: Class 41 contains 21816 members 
Mstep: Class 42 contains 52770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798872.000000 Penalty: 94294.750000
Iteration 379Q: 43 clusters Score -1.277989e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 16476 members 
Mstep: Class 4 contains 62990 members 
Mstep: Class 5 contains 55427 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 15898 members 
Mstep: Class 9 contains 68011 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 61392 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 62927 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17059 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17597 members 
Mstep: Class 29 contains 4515 members 
Mstep: Class 30 contains 18974 members 
Mstep: Class 31 contains 39792 members 
Mstep: Class 32 contains 34331 members 
Mstep: Class 33 contains 5622 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46578 members 
Mstep: Class 36 contains 77911 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 76975 members 
Mstep: Class 39 contains 44317 members 
Mstep: Class 40 contains 20216 members 
Mstep: Class 41 contains 22110 members 
Mstep: Class 42 contains 53635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127799144.000000 Penalty: 94294.750000
Iteration 380F: 43 clusters Score -1.277991e+08 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 16455 members 
Mstep: Class 4 contains 63102 members 
Mstep: Class 5 contains 55127 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 67941 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20930 members 
Mstep: Class 13 contains 6036 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15226 members 
Mstep: Class 16 contains 5877 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 61277 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5676 members 
Mstep: Class 22 contains 6473 members 
Mstep: Class 23 contains 62753 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17073 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17595 members 
Mstep: Class 29 contains 4521 members 
Mstep: Class 30 contains 18983 members 
Mstep: Class 31 contains 39761 members 
Mstep: Class 32 contains 34343 members 
Mstep: Class 33 contains 5623 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46380 members 
Mstep: Class 36 contains 77892 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 77763 members 
Mstep: Class 39 contains 42933 members 
Mstep: Class 40 contains 20117 members 
Mstep: Class 41 contains 22390 members 
Mstep: Class 42 contains 54871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798856.000000 Penalty: 94294.750000
Iteration 381Q: 43 clusters Score -1.277989e+08 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 16449 members 
Mstep: Class 4 contains 63184 members 
Mstep: Class 5 contains 54837 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 15864 members 
Mstep: Class 9 contains 67847 members 
Mstep: Class 10 contains 5607 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 5881 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 61184 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 6461 members 
Mstep: Class 23 contains 62537 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17087 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17577 members 
Mstep: Class 29 contains 4524 members 
Mstep: Class 30 contains 18991 members 
Mstep: Class 31 contains 39744 members 
Mstep: Class 32 contains 34361 members 
Mstep: Class 33 contains 5626 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 46141 members 
Mstep: Class 36 contains 77889 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 78624 members 
Mstep: Class 39 contains 41418 members 
Mstep: Class 40 contains 20010 members 
Mstep: Class 41 contains 22698 members 
Mstep: Class 42 contains 56154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798352.000000 Penalty: 94294.750000
Iteration 382Q: 43 clusters Score -1.277984e+08 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 63245 members 
Mstep: Class 5 contains 54559 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 8 contains 15851 members 
Mstep: Class 9 contains 67772 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15225 members 
Mstep: Class 16 contains 5878 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 61129 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 62297 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17089 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17573 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 19003 members 
Mstep: Class 31 contains 39732 members 
Mstep: Class 32 contains 34357 members 
Mstep: Class 33 contains 5626 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 45827 members 
Mstep: Class 36 contains 77899 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 79661 members 
Mstep: Class 39 contains 39700 members 
Mstep: Class 40 contains 19896 members 
Mstep: Class 41 contains 23035 members 
Mstep: Class 42 contains 57520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798456.000000 Penalty: 94294.750000
Iteration 383Q: 43 clusters Score -1.277985e+08 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 63199 members 
Mstep: Class 5 contains 54305 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 15865 members 
Mstep: Class 9 contains 67693 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20917 members 
Mstep: Class 13 contains 6024 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15221 members 
Mstep: Class 16 contains 5880 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 62103 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17091 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17570 members 
Mstep: Class 29 contains 4524 members 
Mstep: Class 30 contains 19029 members 
Mstep: Class 31 contains 39715 members 
Mstep: Class 32 contains 34368 members 
Mstep: Class 33 contains 5621 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 45473 members 
Mstep: Class 36 contains 77909 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 80792 members 
Mstep: Class 39 contains 37873 members 
Mstep: Class 40 contains 19777 members 
Mstep: Class 41 contains 23371 members 
Mstep: Class 42 contains 58924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798200.000000 Penalty: 94294.750000
Iteration 384Q: 43 clusters Score -1.277982e+08 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 16410 members 
Mstep: Class 4 contains 63132 members 
Mstep: Class 5 contains 54055 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 67662 members 
Mstep: Class 10 contains 5607 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20919 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 61131 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 61876 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17098 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17568 members 
Mstep: Class 29 contains 4513 members 
Mstep: Class 30 contains 19041 members 
Mstep: Class 31 contains 39708 members 
Mstep: Class 32 contains 34376 members 
Mstep: Class 33 contains 5620 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 45015 members 
Mstep: Class 36 contains 77961 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 81992 members 
Mstep: Class 39 contains 35993 members 
Mstep: Class 40 contains 19649 members 
Mstep: Class 41 contains 23680 members 
Mstep: Class 42 contains 60351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127798056.000000 Penalty: 94294.750000
Iteration 385Q: 43 clusters Score -1.277981e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 16409 members 
Mstep: Class 4 contains 63001 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 67621 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20921 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15222 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 61191 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 6462 members 
Mstep: Class 23 contains 61617 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17101 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17556 members 
Mstep: Class 29 contains 4512 members 
Mstep: Class 30 contains 19056 members 
Mstep: Class 31 contains 39692 members 
Mstep: Class 32 contains 34379 members 
Mstep: Class 33 contains 5622 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 44495 members 
Mstep: Class 36 contains 77991 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 83081 members 
Mstep: Class 39 contains 34163 members 
Mstep: Class 40 contains 19523 members 
Mstep: Class 41 contains 24037 members 
Mstep: Class 42 contains 61886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797728.000000 Penalty: 94294.750000
Iteration 386Q: 43 clusters Score -1.277977e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 11427 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 62871 members 
Mstep: Class 5 contains 53702 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 67596 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 20903 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15222 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 61247 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5680 members 
Mstep: Class 22 contains 6474 members 
Mstep: Class 23 contains 61376 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17111 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17550 members 
Mstep: Class 29 contains 4514 members 
Mstep: Class 30 contains 19079 members 
Mstep: Class 31 contains 39668 members 
Mstep: Class 32 contains 34375 members 
Mstep: Class 33 contains 5620 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 43978 members 
Mstep: Class 36 contains 77994 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 84104 members 
Mstep: Class 39 contains 32492 members 
Mstep: Class 40 contains 19382 members 
Mstep: Class 41 contains 24425 members 
Mstep: Class 42 contains 63390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127797160.000000 Penalty: 94294.750000
Iteration 387Q: 43 clusters Score -1.277972e+08 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 62725 members 
Mstep: Class 5 contains 53531 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 67569 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 15223 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 61301 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 61210 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17118 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17536 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 19090 members 
Mstep: Class 31 contains 39639 members 
Mstep: Class 32 contains 34374 members 
Mstep: Class 33 contains 5620 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 43369 members 
Mstep: Class 36 contains 77981 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 85004 members 
Mstep: Class 39 contains 31044 members 
Mstep: Class 40 contains 19204 members 
Mstep: Class 41 contains 24802 members 
Mstep: Class 42 contains 64856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796816.000000 Penalty: 94294.750000
Iteration 388Q: 43 clusters Score -1.277968e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 11430 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 62625 members 
Mstep: Class 5 contains 53319 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 67514 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 20908 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 15226 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 4488 members 
Mstep: Class 18 contains 61374 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 61034 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17128 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17514 members 
Mstep: Class 29 contains 4542 members 
Mstep: Class 30 contains 19106 members 
Mstep: Class 31 contains 39592 members 
Mstep: Class 32 contains 34354 members 
Mstep: Class 33 contains 5619 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 42731 members 
Mstep: Class 36 contains 77990 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 85746 members 
Mstep: Class 39 contains 29722 members 
Mstep: Class 40 contains 19021 members 
Mstep: Class 41 contains 25184 members 
Mstep: Class 42 contains 66394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127796232.000000 Penalty: 94294.750000
Iteration 389Q: 43 clusters Score -1.277962e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 11426 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 62470 members 
Mstep: Class 5 contains 53139 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 67463 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 15228 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 4513 members 
Mstep: Class 18 contains 61468 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 60843 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17139 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17500 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 19142 members 
Mstep: Class 31 contains 39553 members 
Mstep: Class 32 contains 34330 members 
Mstep: Class 33 contains 5619 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 42137 members 
Mstep: Class 36 contains 77998 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 86281 members 
Mstep: Class 39 contains 28591 members 
Mstep: Class 40 contains 18825 members 
Mstep: Class 41 contains 25587 members 
Mstep: Class 42 contains 67936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795848.000000 Penalty: 94294.750000
Iteration 390Q: 43 clusters Score -1.277958e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 62302 members 
Mstep: Class 5 contains 52971 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8101 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 67453 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 20890 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 15234 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 4543 members 
Mstep: Class 18 contains 61574 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 6483 members 
Mstep: Class 23 contains 60629 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17138 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17495 members 
Mstep: Class 29 contains 4560 members 
Mstep: Class 30 contains 19160 members 
Mstep: Class 31 contains 39484 members 
Mstep: Class 32 contains 34316 members 
Mstep: Class 33 contains 5621 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 41547 members 
Mstep: Class 36 contains 78053 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 86649 members 
Mstep: Class 39 contains 27609 members 
Mstep: Class 40 contains 18639 members 
Mstep: Class 41 contains 26038 members 
Mstep: Class 42 contains 69425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127795064.000000 Penalty: 94294.750000
Iteration 391Q: 43 clusters Score -1.277951e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 62099 members 
Mstep: Class 5 contains 52790 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8101 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 67471 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20872 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 15234 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 4577 members 
Mstep: Class 18 contains 61679 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5695 members 
Mstep: Class 22 contains 6491 members 
Mstep: Class 23 contains 60518 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17147 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17483 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 19195 members 
Mstep: Class 31 contains 39421 members 
Mstep: Class 32 contains 34307 members 
Mstep: Class 33 contains 5619 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 40999 members 
Mstep: Class 36 contains 78024 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 86909 members 
Mstep: Class 39 contains 26726 members 
Mstep: Class 40 contains 18421 members 
Mstep: Class 41 contains 26455 members 
Mstep: Class 42 contains 70854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794616.000000 Penalty: 94294.750000
Iteration 392Q: 43 clusters Score -1.277946e+08 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 61855 members 
Mstep: Class 5 contains 52611 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 8 contains 15872 members 
Mstep: Class 9 contains 67455 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20860 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 15237 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 61780 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 60343 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17156 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17477 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 19215 members 
Mstep: Class 31 contains 39350 members 
Mstep: Class 32 contains 34290 members 
Mstep: Class 33 contains 5622 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 40511 members 
Mstep: Class 36 contains 78007 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 87075 members 
Mstep: Class 39 contains 25968 members 
Mstep: Class 40 contains 18230 members 
Mstep: Class 41 contains 26896 members 
Mstep: Class 42 contains 72231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794600.000000 Penalty: 94294.750000
Iteration 393Q: 43 clusters Score -1.277946e+08 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 11417 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 61608 members 
Mstep: Class 5 contains 52426 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 15884 members 
Mstep: Class 9 contains 67455 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 15245 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 4646 members 
Mstep: Class 18 contains 61902 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 6502 members 
Mstep: Class 23 contains 60031 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 17161 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17461 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 39292 members 
Mstep: Class 32 contains 34261 members 
Mstep: Class 33 contains 5624 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 40054 members 
Mstep: Class 36 contains 78062 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 87174 members 
Mstep: Class 39 contains 25295 members 
Mstep: Class 40 contains 18044 members 
Mstep: Class 41 contains 27370 members 
Mstep: Class 42 contains 73586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794536.000000 Penalty: 94294.750000
Iteration 394Q: 43 clusters Score -1.277945e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 16412 members 
Mstep: Class 4 contains 61346 members 
Mstep: Class 5 contains 52169 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 15889 members 
Mstep: Class 9 contains 67440 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20834 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 15246 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 62055 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 59754 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 17167 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17455 members 
Mstep: Class 29 contains 4591 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 39244 members 
Mstep: Class 32 contains 34237 members 
Mstep: Class 33 contains 5628 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 39627 members 
Mstep: Class 36 contains 78119 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 87106 members 
Mstep: Class 39 contains 24763 members 
Mstep: Class 40 contains 17861 members 
Mstep: Class 41 contains 27823 members 
Mstep: Class 42 contains 74938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794992.000000 Penalty: 94294.750000
Iteration 395Q: 43 clusters Score -1.27795e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 11413 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 61077 members 
Mstep: Class 5 contains 51915 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 15906 members 
Mstep: Class 9 contains 67437 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20821 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 15247 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 62202 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6516 members 
Mstep: Class 23 contains 59453 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17165 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17448 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 19260 members 
Mstep: Class 31 contains 39200 members 
Mstep: Class 32 contains 34234 members 
Mstep: Class 33 contains 5632 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 39278 members 
Mstep: Class 36 contains 78152 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 86905 members 
Mstep: Class 39 contains 24317 members 
Mstep: Class 40 contains 17710 members 
Mstep: Class 41 contains 28292 members 
Mstep: Class 42 contains 76241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794744.000000 Penalty: 94294.750000
Iteration 396Q: 43 clusters Score -1.277947e+08 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 11411 members 
Mstep: Class 3 contains 16416 members 
Mstep: Class 4 contains 60826 members 
Mstep: Class 5 contains 51617 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 67442 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20798 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 15244 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 4747 members 
Mstep: Class 18 contains 62376 members 
Mstep: Class 19 contains 4025 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 6520 members 
Mstep: Class 23 contains 59149 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17168 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17447 members 
Mstep: Class 29 contains 4626 members 
Mstep: Class 30 contains 19267 members 
Mstep: Class 31 contains 39141 members 
Mstep: Class 32 contains 34235 members 
Mstep: Class 33 contains 5636 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 39006 members 
Mstep: Class 36 contains 78145 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 86651 members 
Mstep: Class 39 contains 24026 members 
Mstep: Class 40 contains 17549 members 
Mstep: Class 41 contains 28803 members 
Mstep: Class 42 contains 77416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794528.000000 Penalty: 94294.750000
Iteration 397Q: 43 clusters Score -1.277945e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 16418 members 
Mstep: Class 4 contains 60598 members 
Mstep: Class 5 contains 51314 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 67462 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20788 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 15243 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 62554 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 6519 members 
Mstep: Class 23 contains 58845 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17449 members 
Mstep: Class 29 contains 4636 members 
Mstep: Class 30 contains 19272 members 
Mstep: Class 31 contains 39097 members 
Mstep: Class 32 contains 34222 members 
Mstep: Class 33 contains 5639 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 38863 members 
Mstep: Class 36 contains 78115 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 86273 members 
Mstep: Class 39 contains 23819 members 
Mstep: Class 40 contains 17399 members 
Mstep: Class 41 contains 29243 members 
Mstep: Class 42 contains 78548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -127794488.000000 Penalty: 94294.750000
Iteration 398Q: 43 clusters Score -1.277945e+08 nChanged 4276
Entering ConstructFrom: 
Score: -127794488.000000 Penalty: 94294.750000
Entering ConstructFrom: 
Trying to split cluster 1 (67712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Entering Unmasked Estep 
Score: -8992477.000000 Penalty: 1807.490479
	Iteration 0F: 2 clusters Score -8992477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8948644.000000 Penalty: 3614.980957
	Iteration 0F: 3 clusters Score -8948644 nChanged 31932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -8966693.000000 Penalty: 3614.980957
	Iteration 1F: 3 clusters Score -8966693 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8967310.000000 Penalty: 3614.980957
	Iteration 2Q: 3 clusters Score -8967310 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -8968023.000000 Penalty: 3614.980957
	Iteration 3Q: 3 clusters Score -8968023 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8969097.000000 Penalty: 3614.980957
	Iteration 4Q: 3 clusters Score -8969097 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -8970701.000000 Penalty: 3614.980957
	Iteration 5Q: 3 clusters Score -8970701 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -8973299.000000 Penalty: 3614.980957
	Iteration 6F: 3 clusters Score -8973299 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -8976905.000000 Penalty: 3614.980957
	Iteration 7F: 3 clusters Score -8976905 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -8981142.000000 Penalty: 3614.980957
	Iteration 8F: 3 clusters Score -8981142 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -8984598.000000 Penalty: 3614.980957
	Iteration 9F: 3 clusters Score -8984598 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -8986518.000000 Penalty: 3614.980957
	Iteration 10Q: 3 clusters Score -8986518 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -8987511.000000 Penalty: 3614.980957
	Iteration 11Q: 3 clusters Score -8987511 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -8988389.000000 Penalty: 3614.980957
	Iteration 12Q: 3 clusters Score -8988389 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -8988979.000000 Penalty: 3614.980957
	Iteration 13Q: 3 clusters Score -8988979 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -8989420.000000 Penalty: 3614.980957
	Iteration 14Q: 3 clusters Score -8989420 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -8989741.000000 Penalty: 3614.980957
	Iteration 15Q: 3 clusters Score -8989741 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -8989937.000000 Penalty: 3614.980957
	Iteration 16Q: 3 clusters Score -8989937 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -8990085.000000 Penalty: 3614.980957
	Iteration 17Q: 3 clusters Score -8990085 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8990222.000000 Penalty: 3614.980957
	Iteration 18Q: 3 clusters Score -8990222 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -8990324.000000 Penalty: 3614.980957
	Iteration 19Q: 3 clusters Score -8990324 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8990401.000000 Penalty: 3614.980957
	Iteration 20F: 3 clusters Score -8990401 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -8990543.000000 Penalty: 3614.980957
	Iteration 21Q: 3 clusters Score -8990543 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -8990584.000000 Penalty: 3614.980957
	Iteration 22Q: 3 clusters Score -8990584 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8990617.000000 Penalty: 3614.980957
	Iteration 23Q: 3 clusters Score -8990617 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -8990662.000000 Penalty: 3614.980957
	Iteration 24Q: 3 clusters Score -8990662 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -8990743.000000 Penalty: 3614.980957
	Iteration 25Q: 3 clusters Score -8990743 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -8990782.000000 Penalty: 3614.980957
	Iteration 26Q: 3 clusters Score -8990782 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -8990805.000000 Penalty: 3614.980957
	Iteration 27Q: 3 clusters Score -8990805 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -8990809.000000 Penalty: 3614.980957
	Iteration 28Q: 3 clusters Score -8990809 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -8990806.000000 Penalty: 3614.980957
	Iteration 29Q: 3 clusters Score -8990806 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -8990823.000000 Penalty: 3614.980957
	Iteration 30Q: 3 clusters Score -8990823 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -8990813.000000 Penalty: 3614.980957
	Iteration 31Q: 3 clusters Score -8990813 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -8990830.000000 Penalty: 3614.980957
	Iteration 32Q: 3 clusters Score -8990830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -8990867.000000 Penalty: 3614.980957
	Iteration 33Q: 3 clusters Score -8990867 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -8990856.000000 Penalty: 3614.980957
	Iteration 34Q: 3 clusters Score -8990856 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -8990883.000000 Penalty: 3614.980957
	Iteration 35Q: 3 clusters Score -8990883 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -8990896.000000 Penalty: 3614.980957
	Iteration 36Q: 3 clusters Score -8990896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -8990919.000000 Penalty: 3614.980957
	Iteration 37Q: 3 clusters Score -8990919 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -8990940.000000 Penalty: 3614.980957
	Iteration 38Q: 3 clusters Score -8990940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -8990961.000000 Penalty: 3614.980957
	Iteration 39Q: 3 clusters Score -8990961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8990961.000000 Penalty: 3614.980957
	Iteration 40F: 3 clusters Score -8990961 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -8990957.000000 Penalty: 3614.980957
	Iteration 41Q: 3 clusters Score -8990957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -8990987.000000 Penalty: 3614.980957
	Iteration 42Q: 3 clusters Score -8990987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -8990997.000000 Penalty: 3614.980957
	Iteration 43Q: 3 clusters Score -8990997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8991002.000000 Penalty: 3614.980957
	Iteration 44Q: 3 clusters Score -8991002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -8990997.000000 Penalty: 3614.980957
	Iteration 45Q: 3 clusters Score -8990997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -8991020.000000 Penalty: 3614.980957
	Iteration 46Q: 3 clusters Score -8991020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -8991042.000000 Penalty: 3614.980957
	Iteration 47Q: 3 clusters Score -8991042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -8991047.000000 Penalty: 3614.980957
	Iteration 48Q: 3 clusters Score -8991047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8991055.000000 Penalty: 3614.980957
	Iteration 49Q: 3 clusters Score -8991055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -8991054.000000 Penalty: 3614.980957
	Iteration 50Q: 3 clusters Score -8991054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -8991062.000000 Penalty: 3614.980957
	Iteration 51Q: 3 clusters Score -8991062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -8991074.000000 Penalty: 3614.980957
	Iteration 52Q: 3 clusters Score -8991074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -8991078.000000 Penalty: 3614.980957
	Iteration 53Q: 3 clusters Score -8991078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -8991079.000000 Penalty: 3614.980957
	Iteration 54Q: 3 clusters Score -8991079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -8991069.000000 Penalty: 3614.980957
	Iteration 55Q: 3 clusters Score -8991069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -8991084.000000 Penalty: 3614.980957
	Iteration 56Q: 3 clusters Score -8991084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -8991082.000000 Penalty: 3614.980957
	Iteration 57Q: 3 clusters Score -8991082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -8991091.000000 Penalty: 3614.980957
	Iteration 58Q: 3 clusters Score -8991091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -8991094.000000 Penalty: 3614.980957
	Iteration 59Q: 3 clusters Score -8991094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -8991081.000000 Penalty: 3614.980957
	Iteration 60F: 3 clusters Score -8991081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -8991098.000000 Penalty: 3614.980957
	Iteration 61Q: 3 clusters Score -8991098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -8991094.000000 Penalty: 3614.980957
	Iteration 62Q: 3 clusters Score -8991094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8991098.000000 Penalty: 3614.980957
	Iteration 63Q: 3 clusters Score -8991098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -8991105.000000 Penalty: 3614.980957
	Iteration 64Q: 3 clusters Score -8991105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -8991101.000000 Penalty: 3614.980957
	Iteration 65Q: 3 clusters Score -8991101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8991099.000000 Penalty: 3614.980957
	Iteration 66Q: 3 clusters Score -8991099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -8991098.000000 Penalty: 3614.980957
	Iteration 67Q: 3 clusters Score -8991098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -8991106.000000 Penalty: 3614.980957
	Iteration 68Q: 3 clusters Score -8991106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -8991100.000000 Penalty: 3614.980957
	Iteration 69Q: 3 clusters Score -8991100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -8991101.000000 Penalty: 3614.980957
	Iteration 70Q: 3 clusters Score -8991101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -8991102.000000 Penalty: 3614.980957
	Iteration 71Q: 3 clusters Score -8991102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -8991107.000000 Penalty: 3614.980957
	Iteration 72Q: 3 clusters Score -8991107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -8991110.000000 Penalty: 3614.980957
	Iteration 73Q: 3 clusters Score -8991110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -8991110.000000 Penalty: 3614.980957
	Iteration 74F: 3 clusters Score -8991110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -1345974.250000 Penalty: 1518.186157
	Iteration 0F: 2 clusters Score -1345974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1337834.750000 Penalty: 3036.372314
	Iteration 0F: 3 clusters Score -1337835 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1340847.500000 Penalty: 3036.372314
	Iteration 1F: 3 clusters Score -1340848 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1341430.625000 Penalty: 3036.372314
	Iteration 2F: 3 clusters Score -1341431 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1341937.750000 Penalty: 3036.372314
	Iteration 3F: 3 clusters Score -1341938 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1342433.625000 Penalty: 3036.372314
	Iteration 4F: 3 clusters Score -1342434 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1342886.375000 Penalty: 3036.372314
	Iteration 5F: 3 clusters Score -1342886 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1343359.500000 Penalty: 3036.372314
	Iteration 6F: 3 clusters Score -1343360 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1343781.625000 Penalty: 3036.372314
	Iteration 7Q: 3 clusters Score -1343782 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1344166.250000 Penalty: 3036.372314
	Iteration 8Q: 3 clusters Score -1344166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1344450.875000 Penalty: 3036.372314
	Iteration 9Q: 3 clusters Score -1344451 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1344657.875000 Penalty: 3036.372314
	Iteration 10Q: 3 clusters Score -1344658 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1344816.125000 Penalty: 3036.372314
	Iteration 11Q: 3 clusters Score -1344816 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1344942.875000 Penalty: 3036.372314
	Iteration 12Q: 3 clusters Score -1344943 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1345072.375000 Penalty: 3036.372314
	Iteration 13Q: 3 clusters Score -1345072 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1345184.000000 Penalty: 3036.372314
	Iteration 14Q: 3 clusters Score -1345184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1345282.500000 Penalty: 3036.372314
	Iteration 15Q: 3 clusters Score -1345282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1345369.000000 Penalty: 3036.372314
	Iteration 16Q: 3 clusters Score -1345369 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1345442.375000 Penalty: 3036.372314
	Iteration 17Q: 3 clusters Score -1345442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1345492.125000 Penalty: 3036.372314
	Iteration 18Q: 3 clusters Score -1345492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1345523.500000 Penalty: 3036.372314
	Iteration 19Q: 3 clusters Score -1345524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1345533.250000 Penalty: 3036.372314
	Iteration 20F: 3 clusters Score -1345533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1345549.250000 Penalty: 3036.372314
	Iteration 21Q: 3 clusters Score -1345549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1345558.375000 Penalty: 3036.372314
	Iteration 22Q: 3 clusters Score -1345558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1345563.750000 Penalty: 3036.372314
	Iteration 23Q: 3 clusters Score -1345564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1345566.125000 Penalty: 3036.372314
	Iteration 24Q: 3 clusters Score -1345566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1345570.250000 Penalty: 3036.372314
	Iteration 25Q: 3 clusters Score -1345570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1345571.750000 Penalty: 3036.372314
	Iteration 26Q: 3 clusters Score -1345572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1345571.875000 Penalty: 3036.372314
	Iteration 27Q: 3 clusters Score -1345572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1345572.500000 Penalty: 3036.372314
	Iteration 28Q: 3 clusters Score -1345572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1345571.250000 Penalty: 3036.372314
	Iteration 29Q: 3 clusters Score -1345571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1345571.250000 Penalty: 3036.372314
	Iteration 30F: 3 clusters Score -1345571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Entering Unmasked Estep 
Score: -2117921.500000 Penalty: 1577.127930
	Iteration 0F: 2 clusters Score -2117922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2106621.500000 Penalty: 3154.255859
	Iteration 0F: 3 clusters Score -2106622 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2110430.750000 Penalty: 3154.255859
	Iteration 1F: 3 clusters Score -2110431 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2110682.750000 Penalty: 3154.255859
	Iteration 2Q: 3 clusters Score -2110683 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2110862.750000 Penalty: 3154.255859
	Iteration 3Q: 3 clusters Score -2110863 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2111016.500000 Penalty: 3154.255859
	Iteration 4Q: 3 clusters Score -2111016 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2111165.000000 Penalty: 3154.255859
	Iteration 5Q: 3 clusters Score -2111165 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2111314.000000 Penalty: 3154.255859
	Iteration 6Q: 3 clusters Score -2111314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2111423.750000 Penalty: 3154.255859
	Iteration 7Q: 3 clusters Score -2111424 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2111552.750000 Penalty: 3154.255859
	Iteration 8Q: 3 clusters Score -2111553 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2111681.250000 Penalty: 3154.255859
	Iteration 9Q: 3 clusters Score -2111681 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2111838.250000 Penalty: 3154.255859
	Iteration 10Q: 3 clusters Score -2111838 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2112017.000000 Penalty: 3154.255859
	Iteration 11Q: 3 clusters Score -2112017 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2112236.000000 Penalty: 3154.255859
	Iteration 12Q: 3 clusters Score -2112236 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2112525.250000 Penalty: 3154.255859
	Iteration 13Q: 3 clusters Score -2112525 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2112836.500000 Penalty: 3154.255859
	Iteration 14Q: 3 clusters Score -2112836 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2113214.250000 Penalty: 3154.255859
	Iteration 15Q: 3 clusters Score -2113214 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2113593.500000 Penalty: 3154.255859
	Iteration 16Q: 3 clusters Score -2113594 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2113914.000000 Penalty: 3154.255859
	Iteration 17Q: 3 clusters Score -2113914 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2114166.500000 Penalty: 3154.255859
	Iteration 18Q: 3 clusters Score -2114166 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2114330.750000 Penalty: 3154.255859
	Iteration 19Q: 3 clusters Score -2114331 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2114434.750000 Penalty: 3154.255859
	Iteration 20F: 3 clusters Score -2114435 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2114545.750000 Penalty: 3154.255859
	Iteration 21Q: 3 clusters Score -2114546 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2114650.750000 Penalty: 3154.255859
	Iteration 22Q: 3 clusters Score -2114651 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2114748.750000 Penalty: 3154.255859
	Iteration 23Q: 3 clusters Score -2114749 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2114840.750000 Penalty: 3154.255859
	Iteration 24Q: 3 clusters Score -2114841 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2114952.000000 Penalty: 3154.255859
	Iteration 25Q: 3 clusters Score -2114952 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2115083.750000 Penalty: 3154.255859
	Iteration 26Q: 3 clusters Score -2115084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2115216.750000 Penalty: 3154.255859
	Iteration 27Q: 3 clusters Score -2115217 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2115383.000000 Penalty: 3154.255859
	Iteration 28Q: 3 clusters Score -2115383 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2115559.750000 Penalty: 3154.255859
	Iteration 29Q: 3 clusters Score -2115560 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2115709.250000 Penalty: 3154.255859
	Iteration 30Q: 3 clusters Score -2115709 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2115842.750000 Penalty: 3154.255859
	Iteration 31Q: 3 clusters Score -2115843 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2115969.750000 Penalty: 3154.255859
	Iteration 32Q: 3 clusters Score -2115970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2116084.000000 Penalty: 3154.255859
	Iteration 33Q: 3 clusters Score -2116084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2116187.500000 Penalty: 3154.255859
	Iteration 34Q: 3 clusters Score -2116188 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2116276.250000 Penalty: 3154.255859
	Iteration 35Q: 3 clusters Score -2116276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2116337.000000 Penalty: 3154.255859
	Iteration 36Q: 3 clusters Score -2116337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2116385.250000 Penalty: 3154.255859
	Iteration 37Q: 3 clusters Score -2116385 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2116413.250000 Penalty: 3154.255859
	Iteration 38Q: 3 clusters Score -2116413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2116440.000000 Penalty: 3154.255859
	Iteration 39Q: 3 clusters Score -2116440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2116448.750000 Penalty: 3154.255859
	Iteration 40F: 3 clusters Score -2116449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2116468.250000 Penalty: 3154.255859
	Iteration 41Q: 3 clusters Score -2116468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2116479.000000 Penalty: 3154.255859
	Iteration 42Q: 3 clusters Score -2116479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2116479.500000 Penalty: 3154.255859
	Iteration 43Q: 3 clusters Score -2116480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2116483.750000 Penalty: 3154.255859
	Iteration 44Q: 3 clusters Score -2116484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2116481.750000 Penalty: 3154.255859
	Iteration 45Q: 3 clusters Score -2116482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2116482.750000 Penalty: 3154.255859
	Iteration 46Q: 3 clusters Score -2116483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2116485.500000 Penalty: 3154.255859
	Iteration 47Q: 3 clusters Score -2116486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2116490.250000 Penalty: 3154.255859
	Iteration 48Q: 3 clusters Score -2116490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2116488.500000 Penalty: 3154.255859
	Iteration 49Q: 3 clusters Score -2116488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2116490.500000 Penalty: 3154.255859
	Iteration 50Q: 3 clusters Score -2116490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2116490.250000 Penalty: 3154.255859
	Iteration 51Q: 3 clusters Score -2116490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2116492.500000 Penalty: 3154.255859
	Iteration 52Q: 3 clusters Score -2116492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2116493.250000 Penalty: 3154.255859
	Iteration 53Q: 3 clusters Score -2116493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2116493.000000 Penalty: 3154.255859
	Iteration 54Q: 3 clusters Score -2116493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2116495.250000 Penalty: 3154.255859
	Iteration 55Q: 3 clusters Score -2116495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2116498.250000 Penalty: 3154.255859
	Iteration 56Q: 3 clusters Score -2116498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2116495.750000 Penalty: 3154.255859
	Iteration 57Q: 3 clusters Score -2116496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2116497.750000 Penalty: 3154.255859
	Iteration 58Q: 3 clusters Score -2116498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2116497.750000 Penalty: 3154.255859
	Iteration 59Q: 3 clusters Score -2116498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2116500.500000 Penalty: 3154.255859
	Iteration 60F: 3 clusters Score -2116500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2116501.500000 Penalty: 3154.255859
	Iteration 61Q: 3 clusters Score -2116502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2116503.500000 Penalty: 3154.255859
	Iteration 62Q: 3 clusters Score -2116504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2116503.500000 Penalty: 3154.255859
	Iteration 63F: 3 clusters Score -2116504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Entering Unmasked Estep 
Score: -8020414.000000 Penalty: 1788.778320
	Iteration 0F: 2 clusters Score -8020414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -7980403.500000 Penalty: 3577.556641
	Iteration 0F: 3 clusters Score -7980404 nChanged 28662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -7996728.500000 Penalty: 3577.556641
	Iteration 1F: 3 clusters Score -7996728 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -7997359.000000 Penalty: 3577.556641
	Iteration 2Q: 3 clusters Score -7997359 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7998214.500000 Penalty: 3577.556641
	Iteration 3Q: 3 clusters Score -7998214 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -7999389.500000 Penalty: 3577.556641
	Iteration 4Q: 3 clusters Score -7999390 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -8001245.500000 Penalty: 3577.556641
	Iteration 5F: 3 clusters Score -8001246 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -8004187.000000 Penalty: 3577.556641
	Iteration 6F: 3 clusters Score -8004187 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -8007781.000000 Penalty: 3577.556641
	Iteration 7F: 3 clusters Score -8007781 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -8010692.000000 Penalty: 3577.556641
	Iteration 8F: 3 clusters Score -8010692 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8012447.000000 Penalty: 3577.556641
	Iteration 9Q: 3 clusters Score -8012447 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -8013947.000000 Penalty: 3577.556641
	Iteration 10Q: 3 clusters Score -8013947 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -8015368.000000 Penalty: 3577.556641
	Iteration 11Q: 3 clusters Score -8015368 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8016726.500000 Penalty: 3577.556641
	Iteration 12Q: 3 clusters Score -8016726 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -8017537.000000 Penalty: 3577.556641
	Iteration 13Q: 3 clusters Score -8017537 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -8018044.500000 Penalty: 3577.556641
	Iteration 14Q: 3 clusters Score -8018044 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8018289.000000 Penalty: 3577.556641
	Iteration 15Q: 3 clusters Score -8018289 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -8018401.000000 Penalty: 3577.556641
	Iteration 16Q: 3 clusters Score -8018401 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -8018454.000000 Penalty: 3577.556641
	Iteration 17Q: 3 clusters Score -8018454 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -8018509.000000 Penalty: 3577.556641
	Iteration 18Q: 3 clusters Score -8018509 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -8018558.000000 Penalty: 3577.556641
	Iteration 19Q: 3 clusters Score -8018558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8018606.000000 Penalty: 3577.556641
	Iteration 20F: 3 clusters Score -8018606 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -8018576.500000 Penalty: 3577.556641
	Iteration 21Q: 3 clusters Score -8018576 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -8018586.500000 Penalty: 3577.556641
	Iteration 22Q: 3 clusters Score -8018586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8018578.000000 Penalty: 3577.556641
	Iteration 23Q: 3 clusters Score -8018578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -8018576.000000 Penalty: 3577.556641
	Iteration 24Q: 3 clusters Score -8018576 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -8018541.500000 Penalty: 3577.556641
	Iteration 25Q: 3 clusters Score -8018542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -8018566.500000 Penalty: 3577.556641
	Iteration 26Q: 3 clusters Score -8018566 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -8018581.500000 Penalty: 3577.556641
	Iteration 27Q: 3 clusters Score -8018582 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -8018582.500000 Penalty: 3577.556641
	Iteration 28Q: 3 clusters Score -8018582 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -8018591.000000 Penalty: 3577.556641
	Iteration 29Q: 3 clusters Score -8018591 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -8018592.000000 Penalty: 3577.556641
	Iteration 30Q: 3 clusters Score -8018592 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -8018573.500000 Penalty: 3577.556641
	Iteration 31Q: 3 clusters Score -8018574 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -8018595.500000 Penalty: 3577.556641
	Iteration 32Q: 3 clusters Score -8018596 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -8018622.000000 Penalty: 3577.556641
	Iteration 33Q: 3 clusters Score -8018622 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8018639.500000 Penalty: 3577.556641
	Iteration 34Q: 3 clusters Score -8018640 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -8018636.500000 Penalty: 3577.556641
	Iteration 35Q: 3 clusters Score -8018636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8018643.500000 Penalty: 3577.556641
	Iteration 36Q: 3 clusters Score -8018644 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -8018630.000000 Penalty: 3577.556641
	Iteration 37Q: 3 clusters Score -8018630 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -8018615.000000 Penalty: 3577.556641
	Iteration 38Q: 3 clusters Score -8018615 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8018614.500000 Penalty: 3577.556641
	Iteration 39Q: 3 clusters Score -8018614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -8018625.000000 Penalty: 3577.556641
	Iteration 40F: 3 clusters Score -8018625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8018613.000000 Penalty: 3577.556641
	Iteration 41Q: 3 clusters Score -8018613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8018600.500000 Penalty: 3577.556641
	Iteration 42Q: 3 clusters Score -8018600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -8018593.500000 Penalty: 3577.556641
	Iteration 43Q: 3 clusters Score -8018594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8018610.000000 Penalty: 3577.556641
	Iteration 44Q: 3 clusters Score -8018610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8018619.500000 Penalty: 3577.556641
	Iteration 45Q: 3 clusters Score -8018620 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8018620.000000 Penalty: 3577.556641
	Iteration 46Q: 3 clusters Score -8018620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8018611.000000 Penalty: 3577.556641
	Iteration 47Q: 3 clusters Score -8018611 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -8018612.000000 Penalty: 3577.556641
	Iteration 48Q: 3 clusters Score -8018612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -8018597.500000 Penalty: 3577.556641
	Iteration 49Q: 3 clusters Score -8018598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8018591.000000 Penalty: 3577.556641
	Iteration 50Q: 3 clusters Score -8018591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8018594.000000 Penalty: 3577.556641
	Iteration 51Q: 3 clusters Score -8018594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -8018597.000000 Penalty: 3577.556641
	Iteration 52Q: 3 clusters Score -8018597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8018595.000000 Penalty: 3577.556641
	Iteration 53Q: 3 clusters Score -8018595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -8018596.000000 Penalty: 3577.556641
	Iteration 54Q: 3 clusters Score -8018596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8018595.500000 Penalty: 3577.556641
	Iteration 55Q: 3 clusters Score -8018596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8018590.000000 Penalty: 3577.556641
	Iteration 56Q: 3 clusters Score -8018590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8018584.500000 Penalty: 3577.556641
	Iteration 57Q: 3 clusters Score -8018584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8018592.500000 Penalty: 3577.556641
	Iteration 58Q: 3 clusters Score -8018592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8018602.500000 Penalty: 3577.556641
	Iteration 59Q: 3 clusters Score -8018602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -8018594.500000 Penalty: 3577.556641
	Iteration 60F: 3 clusters Score -8018594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8018585.000000 Penalty: 3577.556641
	Iteration 61Q: 3 clusters Score -8018585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8018578.500000 Penalty: 3577.556641
	Iteration 62Q: 3 clusters Score -8018578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -8018572.500000 Penalty: 3577.556641
	Iteration 63Q: 3 clusters Score -8018572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8018570.500000 Penalty: 3577.556641
	Iteration 64Q: 3 clusters Score -8018570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8018571.000000 Penalty: 3577.556641
	Iteration 65Q: 3 clusters Score -8018571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -8018563.500000 Penalty: 3577.556641
	Iteration 66Q: 3 clusters Score -8018564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8018567.500000 Penalty: 3577.556641
	Iteration 67Q: 3 clusters Score -8018568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8018567.500000 Penalty: 3577.556641
	Iteration 68Q: 3 clusters Score -8018568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8018560.000000 Penalty: 3577.556641
	Iteration 69Q: 3 clusters Score -8018560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8018567.500000 Penalty: 3577.556641
	Iteration 70Q: 3 clusters Score -8018568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8018563.500000 Penalty: 3577.556641
	Iteration 71Q: 3 clusters Score -8018564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8018558.000000 Penalty: 3577.556641
	Iteration 72Q: 3 clusters Score -8018558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -8018555.500000 Penalty: 3577.556641
	Iteration 73Q: 3 clusters Score -8018556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8018557.000000 Penalty: 3577.556641
	Iteration 74Q: 3 clusters Score -8018557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8018556.500000 Penalty: 3577.556641
	Iteration 75Q: 3 clusters Score -8018556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8018556.500000 Penalty: 3577.556641
	Iteration 76F: 3 clusters Score -8018556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Entering Unmasked Estep 
Score: -6787744.500000 Penalty: 1761.508423
	Iteration 0F: 2 clusters Score -6787744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -6753547.000000 Penalty: 3523.016846
	Iteration 0F: 3 clusters Score -6753547 nChanged 23982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -6767032.500000 Penalty: 3523.016846
	Iteration 1F: 3 clusters Score -6767032 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6767449.500000 Penalty: 3523.016846
	Iteration 2Q: 3 clusters Score -6767450 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -6767962.500000 Penalty: 3523.016846
	Iteration 3Q: 3 clusters Score -6767962 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6768595.500000 Penalty: 3523.016846
	Iteration 4Q: 3 clusters Score -6768596 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -6769541.000000 Penalty: 3523.016846
	Iteration 5Q: 3 clusters Score -6769541 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -6771098.500000 Penalty: 3523.016846
	Iteration 6F: 3 clusters Score -6771098 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -6773599.500000 Penalty: 3523.016846
	Iteration 7F: 3 clusters Score -6773600 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -6777052.500000 Penalty: 3523.016846
	Iteration 8F: 3 clusters Score -6777052 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6780627.000000 Penalty: 3523.016846
	Iteration 9F: 3 clusters Score -6780627 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6783383.000000 Penalty: 3523.016846
	Iteration 10F: 3 clusters Score -6783383 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6784780.500000 Penalty: 3523.016846
	Iteration 11Q: 3 clusters Score -6784780 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6785466.500000 Penalty: 3523.016846
	Iteration 12Q: 3 clusters Score -6785466 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6785798.500000 Penalty: 3523.016846
	Iteration 13Q: 3 clusters Score -6785798 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6785933.500000 Penalty: 3523.016846
	Iteration 14Q: 3 clusters Score -6785934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6786035.000000 Penalty: 3523.016846
	Iteration 15Q: 3 clusters Score -6786035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6786079.500000 Penalty: 3523.016846
	Iteration 16Q: 3 clusters Score -6786080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6786115.500000 Penalty: 3523.016846
	Iteration 17Q: 3 clusters Score -6786116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6786145.500000 Penalty: 3523.016846
	Iteration 18Q: 3 clusters Score -6786146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6786159.000000 Penalty: 3523.016846
	Iteration 19Q: 3 clusters Score -6786159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6786166.000000 Penalty: 3523.016846
	Iteration 20F: 3 clusters Score -6786166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6786167.000000 Penalty: 3523.016846
	Iteration 21Q: 3 clusters Score -6786167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6786174.500000 Penalty: 3523.016846
	Iteration 22Q: 3 clusters Score -6786174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6786181.000000 Penalty: 3523.016846
	Iteration 23Q: 3 clusters Score -6786181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6786185.000000 Penalty: 3523.016846
	Iteration 24Q: 3 clusters Score -6786185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6786193.000000 Penalty: 3523.016846
	Iteration 25Q: 3 clusters Score -6786193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6786187.500000 Penalty: 3523.016846
	Iteration 26Q: 3 clusters Score -6786188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6786192.500000 Penalty: 3523.016846
	Iteration 27Q: 3 clusters Score -6786192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6786190.500000 Penalty: 3523.016846
	Iteration 28Q: 3 clusters Score -6786190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6786195.500000 Penalty: 3523.016846
	Iteration 29Q: 3 clusters Score -6786196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6786195.000000 Penalty: 3523.016846
	Iteration 30Q: 3 clusters Score -6786195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6786192.000000 Penalty: 3523.016846
	Iteration 31Q: 3 clusters Score -6786192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6786195.500000 Penalty: 3523.016846
	Iteration 32Q: 3 clusters Score -6786196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6786199.000000 Penalty: 3523.016846
	Iteration 33Q: 3 clusters Score -6786199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6786196.000000 Penalty: 3523.016846
	Iteration 34Q: 3 clusters Score -6786196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6786202.000000 Penalty: 3523.016846
	Iteration 35Q: 3 clusters Score -6786202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6786201.000000 Penalty: 3523.016846
	Iteration 36Q: 3 clusters Score -6786201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6786201.000000 Penalty: 3523.016846
	Iteration 37F: 3 clusters Score -6786201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -20873.919922 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -20873.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20312.986328 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -20312.99 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20615.037109 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -20615.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20721.410156 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -20721.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20744.546875 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -20744.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20762.613281 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -20762.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20813.439453 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -20813.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20842.886719 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -20842.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20854.544922 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -20854.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20854.544922 Penalty: 1790.551270
	Iteration 8F: 3 clusters Score -20854.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -1044494.750000 Penalty: 1462.578613
	Iteration 0F: 2 clusters Score -1044495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1038576.125000 Penalty: 2925.157227
	Iteration 0F: 3 clusters Score -1038576 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1040343.250000 Penalty: 2925.157227
	Iteration 1F: 3 clusters Score -1040343 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1040606.812500 Penalty: 2925.157227
	Iteration 2F: 3 clusters Score -1040607 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1040878.125000 Penalty: 2925.157227
	Iteration 3F: 3 clusters Score -1040878 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1041110.812500 Penalty: 2925.157227
	Iteration 4F: 3 clusters Score -1041111 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1041303.312500 Penalty: 2925.157227
	Iteration 5Q: 3 clusters Score -1041303 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1041474.375000 Penalty: 2925.157227
	Iteration 6Q: 3 clusters Score -1041474 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1041608.562500 Penalty: 2925.157227
	Iteration 7Q: 3 clusters Score -1041609 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1041773.750000 Penalty: 2925.157227
	Iteration 8Q: 3 clusters Score -1041774 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1041946.812500 Penalty: 2925.157227
	Iteration 9Q: 3 clusters Score -1041947 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1042096.312500 Penalty: 2925.157227
	Iteration 10Q: 3 clusters Score -1042096 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1042214.937500 Penalty: 2925.157227
	Iteration 11Q: 3 clusters Score -1042215 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1042322.937500 Penalty: 2925.157227
	Iteration 12Q: 3 clusters Score -1042323 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1042441.375000 Penalty: 2925.157227
	Iteration 13Q: 3 clusters Score -1042441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1042568.187500 Penalty: 2925.157227
	Iteration 14Q: 3 clusters Score -1042568 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1042705.687500 Penalty: 2925.157227
	Iteration 15Q: 3 clusters Score -1042706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1042817.000000 Penalty: 2925.157227
	Iteration 16Q: 3 clusters Score -1042817 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1042919.375000 Penalty: 2925.157227
	Iteration 17Q: 3 clusters Score -1042919 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1042995.875000 Penalty: 2925.157227
	Iteration 18Q: 3 clusters Score -1042996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1043068.000000 Penalty: 2925.157227
	Iteration 19Q: 3 clusters Score -1043068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1043114.625000 Penalty: 2925.157227
	Iteration 20F: 3 clusters Score -1043115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1043144.000000 Penalty: 2925.157227
	Iteration 21Q: 3 clusters Score -1043144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1043161.375000 Penalty: 2925.157227
	Iteration 22Q: 3 clusters Score -1043161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1043175.187500 Penalty: 2925.157227
	Iteration 23Q: 3 clusters Score -1043175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1043199.562500 Penalty: 2925.157227
	Iteration 24Q: 3 clusters Score -1043200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1043214.312500 Penalty: 2925.157227
	Iteration 25Q: 3 clusters Score -1043214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1043229.187500 Penalty: 2925.157227
	Iteration 26Q: 3 clusters Score -1043229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1043239.750000 Penalty: 2925.157227
	Iteration 27Q: 3 clusters Score -1043240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1043253.000000 Penalty: 2925.157227
	Iteration 28Q: 3 clusters Score -1043253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1043267.250000 Penalty: 2925.157227
	Iteration 29Q: 3 clusters Score -1043267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1043276.312500 Penalty: 2925.157227
	Iteration 30Q: 3 clusters Score -1043276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1043281.750000 Penalty: 2925.157227
	Iteration 31Q: 3 clusters Score -1043282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1043284.125000 Penalty: 2925.157227
	Iteration 32Q: 3 clusters Score -1043284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1043285.687500 Penalty: 2925.157227
	Iteration 33Q: 3 clusters Score -1043286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1043286.000000 Penalty: 2925.157227
	Iteration 34Q: 3 clusters Score -1043286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1043288.187500 Penalty: 2925.157227
	Iteration 35Q: 3 clusters Score -1043288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1043290.000000 Penalty: 2925.157227
	Iteration 36Q: 3 clusters Score -1043290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1043290.000000 Penalty: 2925.157227
	Iteration 37F: 3 clusters Score -1043290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Entering Unmasked Estep 
Score: -1996419.375000 Penalty: 1572.435181
	Iteration 0F: 2 clusters Score -1996419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1985463.000000 Penalty: 3144.870361
	Iteration 0F: 3 clusters Score -1985463 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1989225.750000 Penalty: 3144.870361
	Iteration 1F: 3 clusters Score -1989226 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1989507.750000 Penalty: 3144.870361
	Iteration 2Q: 3 clusters Score -1989508 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1989786.875000 Penalty: 3144.870361
	Iteration 3Q: 3 clusters Score -1989787 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1990046.375000 Penalty: 3144.870361
	Iteration 4Q: 3 clusters Score -1990046 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1990376.875000 Penalty: 3144.870361
	Iteration 5Q: 3 clusters Score -1990377 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1990853.750000 Penalty: 3144.870361
	Iteration 6F: 3 clusters Score -1990854 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1991572.000000 Penalty: 3144.870361
	Iteration 7F: 3 clusters Score -1991572 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1992514.500000 Penalty: 3144.870361
	Iteration 8F: 3 clusters Score -1992514 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1993554.250000 Penalty: 3144.870361
	Iteration 9F: 3 clusters Score -1993554 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1994341.375000 Penalty: 3144.870361
	Iteration 10F: 3 clusters Score -1994341 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1994751.125000 Penalty: 3144.870361
	Iteration 11Q: 3 clusters Score -1994751 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1994942.375000 Penalty: 3144.870361
	Iteration 12Q: 3 clusters Score -1994942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1995009.875000 Penalty: 3144.870361
	Iteration 13Q: 3 clusters Score -1995010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1995045.250000 Penalty: 3144.870361
	Iteration 14Q: 3 clusters Score -1995045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1995073.250000 Penalty: 3144.870361
	Iteration 15Q: 3 clusters Score -1995073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1995090.875000 Penalty: 3144.870361
	Iteration 16Q: 3 clusters Score -1995091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1995102.625000 Penalty: 3144.870361
	Iteration 17Q: 3 clusters Score -1995103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1995105.625000 Penalty: 3144.870361
	Iteration 18Q: 3 clusters Score -1995106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1995109.875000 Penalty: 3144.870361
	Iteration 19Q: 3 clusters Score -1995110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1995109.500000 Penalty: 3144.870361
	Iteration 20F: 3 clusters Score -1995110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Entering Unmasked Estep 
Score: -8608475.000000 Penalty: 1806.944824
	Iteration 0F: 2 clusters Score -8608475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -8563390.000000 Penalty: 3613.889648
	Iteration 0F: 3 clusters Score -8563390 nChanged 31963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -8582360.000000 Penalty: 3613.889648
	Iteration 1F: 3 clusters Score -8582360 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -8583519.000000 Penalty: 3613.889648
	Iteration 2Q: 3 clusters Score -8583519 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -8585120.000000 Penalty: 3613.889648
	Iteration 3F: 3 clusters Score -8585120 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -8587168.000000 Penalty: 3613.889648
	Iteration 4F: 3 clusters Score -8587168 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8590099.000000 Penalty: 3613.889648
	Iteration 5F: 3 clusters Score -8590099 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8593375.000000 Penalty: 3613.889648
	Iteration 6F: 3 clusters Score -8593375 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8596297.000000 Penalty: 3613.889648
	Iteration 7F: 3 clusters Score -8596297 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -8598253.000000 Penalty: 3613.889648
	Iteration 8Q: 3 clusters Score -8598253 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -8599497.000000 Penalty: 3613.889648
	Iteration 9Q: 3 clusters Score -8599497 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -8600322.000000 Penalty: 3613.889648
	Iteration 10Q: 3 clusters Score -8600322 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -8600983.000000 Penalty: 3613.889648
	Iteration 11Q: 3 clusters Score -8600983 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -8601610.000000 Penalty: 3613.889648
	Iteration 12Q: 3 clusters Score -8601610 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8602208.000000 Penalty: 3613.889648
	Iteration 13Q: 3 clusters Score -8602208 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -8602802.000000 Penalty: 3613.889648
	Iteration 14Q: 3 clusters Score -8602802 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -8603394.000000 Penalty: 3613.889648
	Iteration 15Q: 3 clusters Score -8603394 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -8603902.000000 Penalty: 3613.889648
	Iteration 16Q: 3 clusters Score -8603902 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8604376.000000 Penalty: 3613.889648
	Iteration 17Q: 3 clusters Score -8604376 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8604891.000000 Penalty: 3613.889648
	Iteration 18Q: 3 clusters Score -8604891 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -8605263.000000 Penalty: 3613.889648
	Iteration 19Q: 3 clusters Score -8605263 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -8605578.000000 Penalty: 3613.889648
	Iteration 20F: 3 clusters Score -8605578 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8605842.000000 Penalty: 3613.889648
	Iteration 21Q: 3 clusters Score -8605842 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8606064.000000 Penalty: 3613.889648
	Iteration 22Q: 3 clusters Score -8606064 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8606216.000000 Penalty: 3613.889648
	Iteration 23Q: 3 clusters Score -8606216 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8606380.000000 Penalty: 3613.889648
	Iteration 24Q: 3 clusters Score -8606380 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8606488.000000 Penalty: 3613.889648
	Iteration 25Q: 3 clusters Score -8606488 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8606578.000000 Penalty: 3613.889648
	Iteration 26Q: 3 clusters Score -8606578 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8606641.000000 Penalty: 3613.889648
	Iteration 27Q: 3 clusters Score -8606641 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8606706.000000 Penalty: 3613.889648
	Iteration 28Q: 3 clusters Score -8606706 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8606752.000000 Penalty: 3613.889648
	Iteration 29Q: 3 clusters Score -8606752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8606782.000000 Penalty: 3613.889648
	Iteration 30Q: 3 clusters Score -8606782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8606811.000000 Penalty: 3613.889648
	Iteration 31Q: 3 clusters Score -8606811 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8606848.000000 Penalty: 3613.889648
	Iteration 32Q: 3 clusters Score -8606848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8606870.000000 Penalty: 3613.889648
	Iteration 33Q: 3 clusters Score -8606870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8606888.000000 Penalty: 3613.889648
	Iteration 34Q: 3 clusters Score -8606888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8606901.000000 Penalty: 3613.889648
	Iteration 35Q: 3 clusters Score -8606901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8606940.000000 Penalty: 3613.889648
	Iteration 36Q: 3 clusters Score -8606940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8606972.000000 Penalty: 3613.889648
	Iteration 37Q: 3 clusters Score -8606972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8606996.000000 Penalty: 3613.889648
	Iteration 38Q: 3 clusters Score -8606996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8607006.000000 Penalty: 3613.889648
	Iteration 39Q: 3 clusters Score -8607006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8607008.000000 Penalty: 3613.889648
	Iteration 40F: 3 clusters Score -8607008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8607010.000000 Penalty: 3613.889648
	Iteration 41Q: 3 clusters Score -8607010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8607014.000000 Penalty: 3613.889648
	Iteration 42Q: 3 clusters Score -8607014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8607020.000000 Penalty: 3613.889648
	Iteration 43Q: 3 clusters Score -8607020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8607032.000000 Penalty: 3613.889648
	Iteration 44Q: 3 clusters Score -8607032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8607025.000000 Penalty: 3613.889648
	Iteration 45Q: 3 clusters Score -8607025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8607015.000000 Penalty: 3613.889648
	Iteration 46Q: 3 clusters Score -8607015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8607027.000000 Penalty: 3613.889648
	Iteration 47Q: 3 clusters Score -8607027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8607024.000000 Penalty: 3613.889648
	Iteration 48Q: 3 clusters Score -8607024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8607027.000000 Penalty: 3613.889648
	Iteration 49Q: 3 clusters Score -8607027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8607025.000000 Penalty: 3613.889648
	Iteration 50Q: 3 clusters Score -8607025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8607025.000000 Penalty: 3613.889648
	Iteration 51F: 3 clusters Score -8607025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -706162.875000 Penalty: 1401.965698
	Iteration 0F: 2 clusters Score -706162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -701841.875000 Penalty: 2803.931396
	Iteration 0F: 3 clusters Score -701841.9 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -703240.937500 Penalty: 2803.931396
	Iteration 1F: 3 clusters Score -703240.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -703493.562500 Penalty: 2803.931396
	Iteration 2F: 3 clusters Score -703493.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -703683.187500 Penalty: 2803.931396
	Iteration 3F: 3 clusters Score -703683.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -703849.000000 Penalty: 2803.931396
	Iteration 4Q: 3 clusters Score -703849 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -703985.062500 Penalty: 2803.931396
	Iteration 5Q: 3 clusters Score -703985.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -704106.562500 Penalty: 2803.931396
	Iteration 6Q: 3 clusters Score -704106.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -704251.937500 Penalty: 2803.931396
	Iteration 7Q: 3 clusters Score -704251.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -704421.750000 Penalty: 2803.931396
	Iteration 8Q: 3 clusters Score -704421.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -704588.875000 Penalty: 2803.931396
	Iteration 9Q: 3 clusters Score -704588.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -704723.625000 Penalty: 2803.931396
	Iteration 10Q: 3 clusters Score -704723.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -704834.875000 Penalty: 2803.931396
	Iteration 11Q: 3 clusters Score -704834.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -704915.250000 Penalty: 2803.931396
	Iteration 12Q: 3 clusters Score -704915.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -705007.375000 Penalty: 2803.931396
	Iteration 13Q: 3 clusters Score -705007.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -705070.812500 Penalty: 2803.931396
	Iteration 14Q: 3 clusters Score -705070.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -705125.187500 Penalty: 2803.931396
	Iteration 15Q: 3 clusters Score -705125.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -705167.437500 Penalty: 2803.931396
	Iteration 16Q: 3 clusters Score -705167.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -705197.437500 Penalty: 2803.931396
	Iteration 17Q: 3 clusters Score -705197.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -705215.625000 Penalty: 2803.931396
	Iteration 18Q: 3 clusters Score -705215.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -705229.250000 Penalty: 2803.931396
	Iteration 19Q: 3 clusters Score -705229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -705237.437500 Penalty: 2803.931396
	Iteration 20F: 3 clusters Score -705237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -705243.375000 Penalty: 2803.931396
	Iteration 21Q: 3 clusters Score -705243.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -705250.187500 Penalty: 2803.931396
	Iteration 22Q: 3 clusters Score -705250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -705256.125000 Penalty: 2803.931396
	Iteration 23Q: 3 clusters Score -705256.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -705262.812500 Penalty: 2803.931396
	Iteration 24Q: 3 clusters Score -705262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -705267.437500 Penalty: 2803.931396
	Iteration 25Q: 3 clusters Score -705267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -705275.000000 Penalty: 2803.931396
	Iteration 26Q: 3 clusters Score -705275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -705279.750000 Penalty: 2803.931396
	Iteration 27Q: 3 clusters Score -705279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -705279.312500 Penalty: 2803.931396
	Iteration 28Q: 3 clusters Score -705279.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -705281.500000 Penalty: 2803.931396
	Iteration 29Q: 3 clusters Score -705281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -705280.937500 Penalty: 2803.931396
	Iteration 30Q: 3 clusters Score -705280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -705280.500000 Penalty: 2803.931396
	Iteration 31Q: 3 clusters Score -705280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -705281.562500 Penalty: 2803.931396
	Iteration 32Q: 3 clusters Score -705281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -705282.875000 Penalty: 2803.931396
	Iteration 33Q: 3 clusters Score -705282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -705282.125000 Penalty: 2803.931396
	Iteration 34Q: 3 clusters Score -705282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -705282.125000 Penalty: 2803.931396
	Iteration 35F: 3 clusters Score -705282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -189700.031250 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -189700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187848.140625 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -187848.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -188301.062500 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -188301.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188452.109375 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -188452.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188608.093750 Penalty: 2412.659668
	Iteration 3F: 3 clusters Score -188608.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188779.078125 Penalty: 2412.659668
	Iteration 4F: 3 clusters Score -188779.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188879.203125 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -188879.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -188953.453125 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -188953.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -188996.875000 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -188996.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189046.250000 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -189046.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189103.750000 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -189103.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -189138.890625 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -189138.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -189154.390625 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -189154.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -189172.656250 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -189172.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -189191.812500 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -189191.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -189212.656250 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -189212.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189231.906250 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -189231.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -189243.296875 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -189243.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -189253.328125 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -189253.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189270.984375 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -189271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -189277.718750 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -189277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -189281.203125 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -189281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189282.906250 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -189282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189284.156250 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -189284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189290.062500 Penalty: 2412.659668
	Iteration 23Q: 3 clusters Score -189290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -189294.796875 Penalty: 2412.659668
	Iteration 24Q: 3 clusters Score -189294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -189298.953125 Penalty: 2412.659668
	Iteration 25Q: 3 clusters Score -189299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -189301.343750 Penalty: 2412.659668
	Iteration 26Q: 3 clusters Score -189301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -189301.937500 Penalty: 2412.659668
	Iteration 27Q: 3 clusters Score -189301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189302.375000 Penalty: 2412.659668
	Iteration 28Q: 3 clusters Score -189302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189302.375000 Penalty: 2412.659668
	Iteration 29F: 3 clusters Score -189302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Entering Unmasked Estep 
Score: -2700059.500000 Penalty: 1615.611938
	Iteration 0F: 2 clusters Score -2700060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2685913.250000 Penalty: 3231.223877
	Iteration 0F: 3 clusters Score -2685913 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2691079.000000 Penalty: 3231.223877
	Iteration 1F: 3 clusters Score -2691079 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2691425.500000 Penalty: 3231.223877
	Iteration 2Q: 3 clusters Score -2691426 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2691737.750000 Penalty: 3231.223877
	Iteration 3Q: 3 clusters Score -2691738 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2692125.000000 Penalty: 3231.223877
	Iteration 4Q: 3 clusters Score -2692125 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2692527.000000 Penalty: 3231.223877
	Iteration 5Q: 3 clusters Score -2692527 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2692979.750000 Penalty: 3231.223877
	Iteration 6Q: 3 clusters Score -2692980 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2693480.500000 Penalty: 3231.223877
	Iteration 7Q: 3 clusters Score -2693480 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2694031.750000 Penalty: 3231.223877
	Iteration 8Q: 3 clusters Score -2694032 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2694614.500000 Penalty: 3231.223877
	Iteration 9Q: 3 clusters Score -2694614 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2695223.500000 Penalty: 3231.223877
	Iteration 10Q: 3 clusters Score -2695224 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2695757.500000 Penalty: 3231.223877
	Iteration 11Q: 3 clusters Score -2695758 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2696307.500000 Penalty: 3231.223877
	Iteration 12Q: 3 clusters Score -2696308 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2696788.750000 Penalty: 3231.223877
	Iteration 13Q: 3 clusters Score -2696789 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2697196.500000 Penalty: 3231.223877
	Iteration 14Q: 3 clusters Score -2697196 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2697536.250000 Penalty: 3231.223877
	Iteration 15Q: 3 clusters Score -2697536 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2697817.250000 Penalty: 3231.223877
	Iteration 16Q: 3 clusters Score -2697817 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2698028.250000 Penalty: 3231.223877
	Iteration 17Q: 3 clusters Score -2698028 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2698212.500000 Penalty: 3231.223877
	Iteration 18Q: 3 clusters Score -2698212 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2698315.000000 Penalty: 3231.223877
	Iteration 19Q: 3 clusters Score -2698315 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2698411.250000 Penalty: 3231.223877
	Iteration 20F: 3 clusters Score -2698411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2698479.000000 Penalty: 3231.223877
	Iteration 21Q: 3 clusters Score -2698479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2698515.000000 Penalty: 3231.223877
	Iteration 22Q: 3 clusters Score -2698515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2698557.000000 Penalty: 3231.223877
	Iteration 23Q: 3 clusters Score -2698557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2698593.500000 Penalty: 3231.223877
	Iteration 24Q: 3 clusters Score -2698594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2698628.750000 Penalty: 3231.223877
	Iteration 25Q: 3 clusters Score -2698629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2698644.750000 Penalty: 3231.223877
	Iteration 26Q: 3 clusters Score -2698645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2698656.500000 Penalty: 3231.223877
	Iteration 27Q: 3 clusters Score -2698656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2698664.500000 Penalty: 3231.223877
	Iteration 28Q: 3 clusters Score -2698664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2698670.500000 Penalty: 3231.223877
	Iteration 29Q: 3 clusters Score -2698670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2698675.000000 Penalty: 3231.223877
	Iteration 30Q: 3 clusters Score -2698675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2698670.000000 Penalty: 3231.223877
	Iteration 31Q: 3 clusters Score -2698670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2698674.500000 Penalty: 3231.223877
	Iteration 32Q: 3 clusters Score -2698674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2698677.500000 Penalty: 3231.223877
	Iteration 33Q: 3 clusters Score -2698678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2698677.250000 Penalty: 3231.223877
	Iteration 34Q: 3 clusters Score -2698677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2698681.250000 Penalty: 3231.223877
	Iteration 35Q: 3 clusters Score -2698681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2698689.500000 Penalty: 3231.223877
	Iteration 36Q: 3 clusters Score -2698690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2698697.750000 Penalty: 3231.223877
	Iteration 37Q: 3 clusters Score -2698698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2698696.500000 Penalty: 3231.223877
	Iteration 38Q: 3 clusters Score -2698696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2698704.250000 Penalty: 3231.223877
	Iteration 39Q: 3 clusters Score -2698704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2698707.250000 Penalty: 3231.223877
	Iteration 40F: 3 clusters Score -2698707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2698711.000000 Penalty: 3231.223877
	Iteration 41Q: 3 clusters Score -2698711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2698712.250000 Penalty: 3231.223877
	Iteration 42Q: 3 clusters Score -2698712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2698713.750000 Penalty: 3231.223877
	Iteration 43Q: 3 clusters Score -2698714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2698716.500000 Penalty: 3231.223877
	Iteration 44Q: 3 clusters Score -2698716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2698714.750000 Penalty: 3231.223877
	Iteration 45Q: 3 clusters Score -2698715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2698714.750000 Penalty: 3231.223877
	Iteration 46F: 3 clusters Score -2698715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -792212.437500 Penalty: 1414.022827
	Iteration 0F: 2 clusters Score -792212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -787513.062500 Penalty: 2828.045654
	Iteration 0F: 3 clusters Score -787513.1 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -788904.937500 Penalty: 2828.045654
	Iteration 1F: 3 clusters Score -788904.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -789159.312500 Penalty: 2828.045654
	Iteration 2F: 3 clusters Score -789159.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -789363.312500 Penalty: 2828.045654
	Iteration 3F: 3 clusters Score -789363.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -789573.625000 Penalty: 2828.045654
	Iteration 4F: 3 clusters Score -789573.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -789817.375000 Penalty: 2828.045654
	Iteration 5F: 3 clusters Score -789817.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -790083.187500 Penalty: 2828.045654
	Iteration 6F: 3 clusters Score -790083.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -790369.062500 Penalty: 2828.045654
	Iteration 7F: 3 clusters Score -790369.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -790638.375000 Penalty: 2828.045654
	Iteration 8F: 3 clusters Score -790638.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -790837.000000 Penalty: 2828.045654
	Iteration 9Q: 3 clusters Score -790837 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -791003.187500 Penalty: 2828.045654
	Iteration 10Q: 3 clusters Score -791003.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -791129.125000 Penalty: 2828.045654
	Iteration 11Q: 3 clusters Score -791129.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -791204.500000 Penalty: 2828.045654
	Iteration 12Q: 3 clusters Score -791204.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -791245.125000 Penalty: 2828.045654
	Iteration 13Q: 3 clusters Score -791245.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -791273.125000 Penalty: 2828.045654
	Iteration 14Q: 3 clusters Score -791273.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -791295.562500 Penalty: 2828.045654
	Iteration 15Q: 3 clusters Score -791295.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -791314.375000 Penalty: 2828.045654
	Iteration 16Q: 3 clusters Score -791314.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -791328.875000 Penalty: 2828.045654
	Iteration 17Q: 3 clusters Score -791328.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -791341.875000 Penalty: 2828.045654
	Iteration 18Q: 3 clusters Score -791341.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -791346.187500 Penalty: 2828.045654
	Iteration 19Q: 3 clusters Score -791346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -791350.000000 Penalty: 2828.045654
	Iteration 20F: 3 clusters Score -791350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -791350.562500 Penalty: 2828.045654
	Iteration 21Q: 3 clusters Score -791350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -791350.875000 Penalty: 2828.045654
	Iteration 22Q: 3 clusters Score -791350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -791353.250000 Penalty: 2828.045654
	Iteration 23Q: 3 clusters Score -791353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -791352.250000 Penalty: 2828.045654
	Iteration 24Q: 3 clusters Score -791352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -791353.125000 Penalty: 2828.045654
	Iteration 25Q: 3 clusters Score -791353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -791352.750000 Penalty: 2828.045654
	Iteration 26Q: 3 clusters Score -791352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -791355.187500 Penalty: 2828.045654
	Iteration 27Q: 3 clusters Score -791355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -791355.250000 Penalty: 2828.045654
	Iteration 28Q: 3 clusters Score -791355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -791356.812500 Penalty: 2828.045654
	Iteration 29Q: 3 clusters Score -791356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -791356.437500 Penalty: 2828.045654
	Iteration 30Q: 3 clusters Score -791356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -791358.000000 Penalty: 2828.045654
	Iteration 31Q: 3 clusters Score -791358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -791357.375000 Penalty: 2828.045654
	Iteration 32Q: 3 clusters Score -791357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -791357.375000 Penalty: 2828.045654
	Iteration 33F: 3 clusters Score -791357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -618828.062500 Penalty: 1378.523682
	Iteration 0F: 2 clusters Score -618828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -614957.875000 Penalty: 2757.047363
	Iteration 0F: 3 clusters Score -614957.9 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -616014.875000 Penalty: 2757.047363
	Iteration 1F: 3 clusters Score -616014.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -616157.375000 Penalty: 2757.047363
	Iteration 2F: 3 clusters Score -616157.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -616261.375000 Penalty: 2757.047363
	Iteration 3Q: 3 clusters Score -616261.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -616347.937500 Penalty: 2757.047363
	Iteration 4Q: 3 clusters Score -616347.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -616413.750000 Penalty: 2757.047363
	Iteration 5Q: 3 clusters Score -616413.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -616461.250000 Penalty: 2757.047363
	Iteration 6Q: 3 clusters Score -616461.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -616513.687500 Penalty: 2757.047363
	Iteration 7Q: 3 clusters Score -616513.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -616555.750000 Penalty: 2757.047363
	Iteration 8Q: 3 clusters Score -616555.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -616592.375000 Penalty: 2757.047363
	Iteration 9Q: 3 clusters Score -616592.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -616643.000000 Penalty: 2757.047363
	Iteration 10Q: 3 clusters Score -616643 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -616712.625000 Penalty: 2757.047363
	Iteration 11Q: 3 clusters Score -616712.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -616782.437500 Penalty: 2757.047363
	Iteration 12Q: 3 clusters Score -616782.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -616854.000000 Penalty: 2757.047363
	Iteration 13Q: 3 clusters Score -616854 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -616930.250000 Penalty: 2757.047363
	Iteration 14Q: 3 clusters Score -616930.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -617004.125000 Penalty: 2757.047363
	Iteration 15Q: 3 clusters Score -617004.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -617081.750000 Penalty: 2757.047363
	Iteration 16Q: 3 clusters Score -617081.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -617156.875000 Penalty: 2757.047363
	Iteration 17Q: 3 clusters Score -617156.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -617226.875000 Penalty: 2757.047363
	Iteration 18Q: 3 clusters Score -617226.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -617292.250000 Penalty: 2757.047363
	Iteration 19Q: 3 clusters Score -617292.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -617344.312500 Penalty: 2757.047363
	Iteration 20F: 3 clusters Score -617344.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -617389.625000 Penalty: 2757.047363
	Iteration 21Q: 3 clusters Score -617389.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -617430.437500 Penalty: 2757.047363
	Iteration 22Q: 3 clusters Score -617430.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -617463.812500 Penalty: 2757.047363
	Iteration 23Q: 3 clusters Score -617463.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -617488.375000 Penalty: 2757.047363
	Iteration 24Q: 3 clusters Score -617488.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -617509.937500 Penalty: 2757.047363
	Iteration 25Q: 3 clusters Score -617509.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -617521.437500 Penalty: 2757.047363
	Iteration 26Q: 3 clusters Score -617521.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -617534.000000 Penalty: 2757.047363
	Iteration 27Q: 3 clusters Score -617534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -617539.125000 Penalty: 2757.047363
	Iteration 28Q: 3 clusters Score -617539.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -617542.687500 Penalty: 2757.047363
	Iteration 29Q: 3 clusters Score -617542.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -617546.062500 Penalty: 2757.047363
	Iteration 30Q: 3 clusters Score -617546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -617547.187500 Penalty: 2757.047363
	Iteration 31Q: 3 clusters Score -617547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -617549.687500 Penalty: 2757.047363
	Iteration 32Q: 3 clusters Score -617549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -617551.812500 Penalty: 2757.047363
	Iteration 33Q: 3 clusters Score -617551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -617555.250000 Penalty: 2757.047363
	Iteration 34Q: 3 clusters Score -617555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -617560.937500 Penalty: 2757.047363
	Iteration 35Q: 3 clusters Score -617560.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -617563.687500 Penalty: 2757.047363
	Iteration 36Q: 3 clusters Score -617563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -617567.625000 Penalty: 2757.047363
	Iteration 37Q: 3 clusters Score -617567.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -617572.562500 Penalty: 2757.047363
	Iteration 38Q: 3 clusters Score -617572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -617575.562500 Penalty: 2757.047363
	Iteration 39Q: 3 clusters Score -617575.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -617577.250000 Penalty: 2757.047363
	Iteration 40F: 3 clusters Score -617577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -617579.125000 Penalty: 2757.047363
	Iteration 41Q: 3 clusters Score -617579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -617579.250000 Penalty: 2757.047363
	Iteration 42Q: 3 clusters Score -617579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -617580.812500 Penalty: 2757.047363
	Iteration 43Q: 3 clusters Score -617580.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -617584.875000 Penalty: 2757.047363
	Iteration 44Q: 3 clusters Score -617584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -617589.250000 Penalty: 2757.047363
	Iteration 45Q: 3 clusters Score -617589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -617592.562500 Penalty: 2757.047363
	Iteration 46Q: 3 clusters Score -617592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -617596.000000 Penalty: 2757.047363
	Iteration 47Q: 3 clusters Score -617596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -617598.937500 Penalty: 2757.047363
	Iteration 48Q: 3 clusters Score -617598.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -617604.625000 Penalty: 2757.047363
	Iteration 49Q: 3 clusters Score -617604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -617608.125000 Penalty: 2757.047363
	Iteration 50Q: 3 clusters Score -617608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -617615.375000 Penalty: 2757.047363
	Iteration 51Q: 3 clusters Score -617615.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -617623.000000 Penalty: 2757.047363
	Iteration 52Q: 3 clusters Score -617623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -617629.250000 Penalty: 2757.047363
	Iteration 53Q: 3 clusters Score -617629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -617637.375000 Penalty: 2757.047363
	Iteration 54Q: 3 clusters Score -617637.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -617642.312500 Penalty: 2757.047363
	Iteration 55Q: 3 clusters Score -617642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -617645.375000 Penalty: 2757.047363
	Iteration 56Q: 3 clusters Score -617645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -617647.000000 Penalty: 2757.047363
	Iteration 57Q: 3 clusters Score -617647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -617651.312500 Penalty: 2757.047363
	Iteration 58Q: 3 clusters Score -617651.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -617652.875000 Penalty: 2757.047363
	Iteration 59Q: 3 clusters Score -617652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -617653.500000 Penalty: 2757.047363
	Iteration 60F: 3 clusters Score -617653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -617653.812500 Penalty: 2757.047363
	Iteration 61Q: 3 clusters Score -617653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -617653.937500 Penalty: 2757.047363
	Iteration 62Q: 3 clusters Score -617653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -617653.937500 Penalty: 2757.047363
	Iteration 63F: 3 clusters Score -617653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Entering Unmasked Estep 
Score: -1928225.375000 Penalty: 1565.169189
	Iteration 0F: 2 clusters Score -1928225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1917654.000000 Penalty: 3130.338379
	Iteration 0F: 3 clusters Score -1917654 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1921464.125000 Penalty: 3130.338379
	Iteration 1F: 3 clusters Score -1921464 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1921895.250000 Penalty: 3130.338379
	Iteration 2F: 3 clusters Score -1921895 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1922334.250000 Penalty: 3130.338379
	Iteration 3F: 3 clusters Score -1922334 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1922783.750000 Penalty: 3130.338379
	Iteration 4F: 3 clusters Score -1922784 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1923269.250000 Penalty: 3130.338379
	Iteration 5F: 3 clusters Score -1923269 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1923817.625000 Penalty: 3130.338379
	Iteration 6F: 3 clusters Score -1923818 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1924368.125000 Penalty: 3130.338379
	Iteration 7F: 3 clusters Score -1924368 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1924841.625000 Penalty: 3130.338379
	Iteration 8Q: 3 clusters Score -1924842 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1925188.375000 Penalty: 3130.338379
	Iteration 9Q: 3 clusters Score -1925188 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1925401.375000 Penalty: 3130.338379
	Iteration 10Q: 3 clusters Score -1925401 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1925534.375000 Penalty: 3130.338379
	Iteration 11Q: 3 clusters Score -1925534 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1925632.250000 Penalty: 3130.338379
	Iteration 12Q: 3 clusters Score -1925632 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1925726.375000 Penalty: 3130.338379
	Iteration 13Q: 3 clusters Score -1925726 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1925821.750000 Penalty: 3130.338379
	Iteration 14Q: 3 clusters Score -1925822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1925891.875000 Penalty: 3130.338379
	Iteration 15Q: 3 clusters Score -1925892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1925958.625000 Penalty: 3130.338379
	Iteration 16Q: 3 clusters Score -1925959 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1926024.750000 Penalty: 3130.338379
	Iteration 17Q: 3 clusters Score -1926025 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1926077.625000 Penalty: 3130.338379
	Iteration 18Q: 3 clusters Score -1926078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1926143.875000 Penalty: 3130.338379
	Iteration 19Q: 3 clusters Score -1926144 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1926201.875000 Penalty: 3130.338379
	Iteration 20F: 3 clusters Score -1926202 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1926260.375000 Penalty: 3130.338379
	Iteration 21Q: 3 clusters Score -1926260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1926326.500000 Penalty: 3130.338379
	Iteration 22Q: 3 clusters Score -1926326 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1926388.500000 Penalty: 3130.338379
	Iteration 23Q: 3 clusters Score -1926388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1926459.375000 Penalty: 3130.338379
	Iteration 24Q: 3 clusters Score -1926459 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1926518.375000 Penalty: 3130.338379
	Iteration 25Q: 3 clusters Score -1926518 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1926591.250000 Penalty: 3130.338379
	Iteration 26Q: 3 clusters Score -1926591 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1926663.000000 Penalty: 3130.338379
	Iteration 27Q: 3 clusters Score -1926663 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1926731.375000 Penalty: 3130.338379
	Iteration 28Q: 3 clusters Score -1926731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1926788.250000 Penalty: 3130.338379
	Iteration 29Q: 3 clusters Score -1926788 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1926850.375000 Penalty: 3130.338379
	Iteration 30Q: 3 clusters Score -1926850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1926900.000000 Penalty: 3130.338379
	Iteration 31Q: 3 clusters Score -1926900 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1926937.500000 Penalty: 3130.338379
	Iteration 32Q: 3 clusters Score -1926938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1926966.000000 Penalty: 3130.338379
	Iteration 33Q: 3 clusters Score -1926966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1926989.250000 Penalty: 3130.338379
	Iteration 34Q: 3 clusters Score -1926989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1927013.875000 Penalty: 3130.338379
	Iteration 35Q: 3 clusters Score -1927014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1927034.750000 Penalty: 3130.338379
	Iteration 36Q: 3 clusters Score -1927035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1927066.000000 Penalty: 3130.338379
	Iteration 37Q: 3 clusters Score -1927066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1927082.125000 Penalty: 3130.338379
	Iteration 38Q: 3 clusters Score -1927082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1927108.875000 Penalty: 3130.338379
	Iteration 39Q: 3 clusters Score -1927109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1927133.125000 Penalty: 3130.338379
	Iteration 40F: 3 clusters Score -1927133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1927157.250000 Penalty: 3130.338379
	Iteration 41Q: 3 clusters Score -1927157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1927164.750000 Penalty: 3130.338379
	Iteration 42Q: 3 clusters Score -1927165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1927172.375000 Penalty: 3130.338379
	Iteration 43Q: 3 clusters Score -1927172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1927183.250000 Penalty: 3130.338379
	Iteration 44Q: 3 clusters Score -1927183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1927194.750000 Penalty: 3130.338379
	Iteration 45Q: 3 clusters Score -1927195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1927204.875000 Penalty: 3130.338379
	Iteration 46Q: 3 clusters Score -1927205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1927213.000000 Penalty: 3130.338379
	Iteration 47Q: 3 clusters Score -1927213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1927224.000000 Penalty: 3130.338379
	Iteration 48Q: 3 clusters Score -1927224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1927232.125000 Penalty: 3130.338379
	Iteration 49Q: 3 clusters Score -1927232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1927236.250000 Penalty: 3130.338379
	Iteration 50Q: 3 clusters Score -1927236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1927240.000000 Penalty: 3130.338379
	Iteration 51Q: 3 clusters Score -1927240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1927240.125000 Penalty: 3130.338379
	Iteration 52Q: 3 clusters Score -1927240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1927248.875000 Penalty: 3130.338379
	Iteration 53Q: 3 clusters Score -1927249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1927250.875000 Penalty: 3130.338379
	Iteration 54Q: 3 clusters Score -1927251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1927257.250000 Penalty: 3130.338379
	Iteration 55Q: 3 clusters Score -1927257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1927262.500000 Penalty: 3130.338379
	Iteration 56Q: 3 clusters Score -1927262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1927264.875000 Penalty: 3130.338379
	Iteration 57Q: 3 clusters Score -1927265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1927263.125000 Penalty: 3130.338379
	Iteration 58Q: 3 clusters Score -1927263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1927263.125000 Penalty: 3130.338379
	Iteration 59Q: 3 clusters Score -1927263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1927267.250000 Penalty: 3130.338379
	Iteration 60F: 3 clusters Score -1927267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1927268.750000 Penalty: 3130.338379
	Iteration 61Q: 3 clusters Score -1927269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1927270.375000 Penalty: 3130.338379
	Iteration 62Q: 3 clusters Score -1927270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1927269.625000 Penalty: 3130.338379
	Iteration 63Q: 3 clusters Score -1927270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1927269.750000 Penalty: 3130.338379
	Iteration 64Q: 3 clusters Score -1927270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1927272.375000 Penalty: 3130.338379
	Iteration 65Q: 3 clusters Score -1927272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1927270.625000 Penalty: 3130.338379
	Iteration 66Q: 3 clusters Score -1927271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1927273.875000 Penalty: 3130.338379
	Iteration 67Q: 3 clusters Score -1927274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1927276.000000 Penalty: 3130.338379
	Iteration 68Q: 3 clusters Score -1927276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1927277.375000 Penalty: 3130.338379
	Iteration 69Q: 3 clusters Score -1927277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1927277.375000 Penalty: 3130.338379
	Iteration 70Q: 3 clusters Score -1927277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1927276.750000 Penalty: 3130.338379
	Iteration 71Q: 3 clusters Score -1927277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1927280.125000 Penalty: 3130.338379
	Iteration 72Q: 3 clusters Score -1927280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1927280.375000 Penalty: 3130.338379
	Iteration 73Q: 3 clusters Score -1927280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1927281.000000 Penalty: 3130.338379
	Iteration 74Q: 3 clusters Score -1927281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1927280.500000 Penalty: 3130.338379
	Iteration 75Q: 3 clusters Score -1927280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1927281.125000 Penalty: 3130.338379
	Iteration 76Q: 3 clusters Score -1927281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1927285.750000 Penalty: 3130.338379
	Iteration 77Q: 3 clusters Score -1927286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1927285.875000 Penalty: 3130.338379
	Iteration 78Q: 3 clusters Score -1927286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1927289.625000 Penalty: 3130.338379
	Iteration 79Q: 3 clusters Score -1927290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1927287.750000 Penalty: 3130.338379
	Iteration 80F: 3 clusters Score -1927288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -712573.812500 Penalty: 1410.166992
	Iteration 0F: 2 clusters Score -712573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -708071.000000 Penalty: 2820.333984
	Iteration 0F: 3 clusters Score -708071 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -709499.812500 Penalty: 2820.333984
	Iteration 1F: 3 clusters Score -709499.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -709857.187500 Penalty: 2820.333984
	Iteration 2F: 3 clusters Score -709857.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -710216.687500 Penalty: 2820.333984
	Iteration 3F: 3 clusters Score -710216.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -710587.812500 Penalty: 2820.333984
	Iteration 4F: 3 clusters Score -710587.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -710895.375000 Penalty: 2820.333984
	Iteration 5F: 3 clusters Score -710895.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -711123.000000 Penalty: 2820.333984
	Iteration 6F: 3 clusters Score -711123 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -711265.500000 Penalty: 2820.333984
	Iteration 7Q: 3 clusters Score -711265.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -711343.062500 Penalty: 2820.333984
	Iteration 8Q: 3 clusters Score -711343.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -711401.937500 Penalty: 2820.333984
	Iteration 9Q: 3 clusters Score -711401.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -711448.750000 Penalty: 2820.333984
	Iteration 10Q: 3 clusters Score -711448.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -711489.562500 Penalty: 2820.333984
	Iteration 11Q: 3 clusters Score -711489.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -711513.125000 Penalty: 2820.333984
	Iteration 12Q: 3 clusters Score -711513.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -711537.500000 Penalty: 2820.333984
	Iteration 13Q: 3 clusters Score -711537.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -711553.562500 Penalty: 2820.333984
	Iteration 14Q: 3 clusters Score -711553.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -711563.687500 Penalty: 2820.333984
	Iteration 15Q: 3 clusters Score -711563.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -711571.812500 Penalty: 2820.333984
	Iteration 16Q: 3 clusters Score -711571.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -711577.750000 Penalty: 2820.333984
	Iteration 17Q: 3 clusters Score -711577.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -711585.312500 Penalty: 2820.333984
	Iteration 18Q: 3 clusters Score -711585.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -711589.500000 Penalty: 2820.333984
	Iteration 19Q: 3 clusters Score -711589.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -711594.375000 Penalty: 2820.333984
	Iteration 20F: 3 clusters Score -711594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -711595.687500 Penalty: 2820.333984
	Iteration 21Q: 3 clusters Score -711595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -711596.375000 Penalty: 2820.333984
	Iteration 22Q: 3 clusters Score -711596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -711599.187500 Penalty: 2820.333984
	Iteration 23Q: 3 clusters Score -711599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -711601.687500 Penalty: 2820.333984
	Iteration 24Q: 3 clusters Score -711601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -711602.937500 Penalty: 2820.333984
	Iteration 25Q: 3 clusters Score -711602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -711603.375000 Penalty: 2820.333984
	Iteration 26Q: 3 clusters Score -711603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -711606.375000 Penalty: 2820.333984
	Iteration 27Q: 3 clusters Score -711606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -711608.312500 Penalty: 2820.333984
	Iteration 28Q: 3 clusters Score -711608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -711608.250000 Penalty: 2820.333984
	Iteration 29Q: 3 clusters Score -711608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -711608.250000 Penalty: 2820.333984
	Iteration 30F: 3 clusters Score -711608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -626537.687500 Penalty: 1376.867676
	Iteration 0F: 2 clusters Score -626537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -622692.375000 Penalty: 2753.735352
	Iteration 0F: 3 clusters Score -622692.4 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -623698.125000 Penalty: 2753.735352
	Iteration 1F: 3 clusters Score -623698.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -623840.937500 Penalty: 2753.735352
	Iteration 2F: 3 clusters Score -623840.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -623967.562500 Penalty: 2753.735352
	Iteration 3Q: 3 clusters Score -623967.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -624072.187500 Penalty: 2753.735352
	Iteration 4Q: 3 clusters Score -624072.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -624179.812500 Penalty: 2753.735352
	Iteration 5Q: 3 clusters Score -624179.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -624334.312500 Penalty: 2753.735352
	Iteration 6Q: 3 clusters Score -624334.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -624480.250000 Penalty: 2753.735352
	Iteration 7Q: 3 clusters Score -624480.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -624635.062500 Penalty: 2753.735352
	Iteration 8Q: 3 clusters Score -624635.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -624801.000000 Penalty: 2753.735352
	Iteration 9Q: 3 clusters Score -624801 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -624956.000000 Penalty: 2753.735352
	Iteration 10Q: 3 clusters Score -624956 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -625106.375000 Penalty: 2753.735352
	Iteration 11Q: 3 clusters Score -625106.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -625223.312500 Penalty: 2753.735352
	Iteration 12Q: 3 clusters Score -625223.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -625344.375000 Penalty: 2753.735352
	Iteration 13Q: 3 clusters Score -625344.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -625436.500000 Penalty: 2753.735352
	Iteration 14Q: 3 clusters Score -625436.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -625496.562500 Penalty: 2753.735352
	Iteration 15Q: 3 clusters Score -625496.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -625542.250000 Penalty: 2753.735352
	Iteration 16Q: 3 clusters Score -625542.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -625576.875000 Penalty: 2753.735352
	Iteration 17Q: 3 clusters Score -625576.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -625603.750000 Penalty: 2753.735352
	Iteration 18Q: 3 clusters Score -625603.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -625621.125000 Penalty: 2753.735352
	Iteration 19Q: 3 clusters Score -625621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -625633.000000 Penalty: 2753.735352
	Iteration 20F: 3 clusters Score -625633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -625639.312500 Penalty: 2753.735352
	Iteration 21Q: 3 clusters Score -625639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -625644.875000 Penalty: 2753.735352
	Iteration 22Q: 3 clusters Score -625644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -625647.750000 Penalty: 2753.735352
	Iteration 23Q: 3 clusters Score -625647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -625649.375000 Penalty: 2753.735352
	Iteration 24Q: 3 clusters Score -625649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -625651.187500 Penalty: 2753.735352
	Iteration 25Q: 3 clusters Score -625651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -625653.187500 Penalty: 2753.735352
	Iteration 26Q: 3 clusters Score -625653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -625652.625000 Penalty: 2753.735352
	Iteration 27Q: 3 clusters Score -625652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -625652.687500 Penalty: 2753.735352
	Iteration 28Q: 3 clusters Score -625652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -625652.687500 Penalty: 2753.735352
	Iteration 29F: 3 clusters Score -625652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Entering Unmasked Estep 
Score: -8329281.000000 Penalty: 1795.074219
	Iteration 0F: 2 clusters Score -8329281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -8287544.500000 Penalty: 3590.148438
	Iteration 0F: 3 clusters Score -8287544 nChanged 29675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -8304629.000000 Penalty: 3590.148438
	Iteration 1F: 3 clusters Score -8304629 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -8305162.500000 Penalty: 3590.148438
	Iteration 2Q: 3 clusters Score -8305162 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -8305662.500000 Penalty: 3590.148438
	Iteration 3Q: 3 clusters Score -8305662 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -8306243.500000 Penalty: 3590.148438
	Iteration 4Q: 3 clusters Score -8306244 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -8306881.000000 Penalty: 3590.148438
	Iteration 5Q: 3 clusters Score -8306881 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -8307882.000000 Penalty: 3590.148438
	Iteration 6Q: 3 clusters Score -8307882 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -8309251.500000 Penalty: 3590.148438
	Iteration 7Q: 3 clusters Score -8309252 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -8311107.500000 Penalty: 3590.148438
	Iteration 8F: 3 clusters Score -8311108 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -8313362.000000 Penalty: 3590.148438
	Iteration 9F: 3 clusters Score -8313362 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -8316034.500000 Penalty: 3590.148438
	Iteration 10F: 3 clusters Score -8316034 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -8318838.000000 Penalty: 3590.148438
	Iteration 11F: 3 clusters Score -8318838 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -8321546.500000 Penalty: 3590.148438
	Iteration 12Q: 3 clusters Score -8321546 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8323776.500000 Penalty: 3590.148438
	Iteration 13Q: 3 clusters Score -8323776 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8325418.000000 Penalty: 3590.148438
	Iteration 14Q: 3 clusters Score -8325418 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8326469.500000 Penalty: 3590.148438
	Iteration 15Q: 3 clusters Score -8326470 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8327041.000000 Penalty: 3590.148438
	Iteration 16Q: 3 clusters Score -8327041 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8327332.000000 Penalty: 3590.148438
	Iteration 17Q: 3 clusters Score -8327332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8327486.500000 Penalty: 3590.148438
	Iteration 18Q: 3 clusters Score -8327486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8327579.000000 Penalty: 3590.148438
	Iteration 19Q: 3 clusters Score -8327579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8327623.500000 Penalty: 3590.148438
	Iteration 20F: 3 clusters Score -8327624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8327659.000000 Penalty: 3590.148438
	Iteration 21Q: 3 clusters Score -8327659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8327672.500000 Penalty: 3590.148438
	Iteration 22Q: 3 clusters Score -8327672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8327688.500000 Penalty: 3590.148438
	Iteration 23Q: 3 clusters Score -8327688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8327701.000000 Penalty: 3590.148438
	Iteration 24Q: 3 clusters Score -8327701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8327714.500000 Penalty: 3590.148438
	Iteration 25Q: 3 clusters Score -8327714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8327728.500000 Penalty: 3590.148438
	Iteration 26Q: 3 clusters Score -8327728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8327727.500000 Penalty: 3590.148438
	Iteration 27Q: 3 clusters Score -8327728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8327730.000000 Penalty: 3590.148438
	Iteration 28Q: 3 clusters Score -8327730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8327733.000000 Penalty: 3590.148438
	Iteration 29Q: 3 clusters Score -8327733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8327734.000000 Penalty: 3590.148438
	Iteration 30Q: 3 clusters Score -8327734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8327734.000000 Penalty: 3590.148438
	Iteration 31F: 3 clusters Score -8327734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -483521.843750 Penalty: 1348.755127
	Iteration 0F: 2 clusters Score -483521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -480208.187500 Penalty: 2697.510254
	Iteration 0F: 3 clusters Score -480208.2 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481121.156250 Penalty: 2697.510254
	Iteration 1F: 3 clusters Score -481121.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -481317.468750 Penalty: 2697.510254
	Iteration 2F: 3 clusters Score -481317.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -481499.062500 Penalty: 2697.510254
	Iteration 3F: 3 clusters Score -481499.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -481638.687500 Penalty: 2697.510254
	Iteration 4F: 3 clusters Score -481638.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -481759.062500 Penalty: 2697.510254
	Iteration 5F: 3 clusters Score -481759.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -481850.000000 Penalty: 2697.510254
	Iteration 6Q: 3 clusters Score -481850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -481915.968750 Penalty: 2697.510254
	Iteration 7Q: 3 clusters Score -481916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -481966.718750 Penalty: 2697.510254
	Iteration 8Q: 3 clusters Score -481966.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -482012.562500 Penalty: 2697.510254
	Iteration 9Q: 3 clusters Score -482012.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -482053.593750 Penalty: 2697.510254
	Iteration 10Q: 3 clusters Score -482053.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -482091.937500 Penalty: 2697.510254
	Iteration 11Q: 3 clusters Score -482091.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -482123.625000 Penalty: 2697.510254
	Iteration 12Q: 3 clusters Score -482123.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -482164.781250 Penalty: 2697.510254
	Iteration 13Q: 3 clusters Score -482164.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -482211.375000 Penalty: 2697.510254
	Iteration 14Q: 3 clusters Score -482211.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -482258.125000 Penalty: 2697.510254
	Iteration 15Q: 3 clusters Score -482258.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -482306.875000 Penalty: 2697.510254
	Iteration 16Q: 3 clusters Score -482306.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -482339.531250 Penalty: 2697.510254
	Iteration 17Q: 3 clusters Score -482339.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -482363.906250 Penalty: 2697.510254
	Iteration 18Q: 3 clusters Score -482363.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -482380.593750 Penalty: 2697.510254
	Iteration 19Q: 3 clusters Score -482380.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -482395.812500 Penalty: 2697.510254
	Iteration 20F: 3 clusters Score -482395.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -482408.500000 Penalty: 2697.510254
	Iteration 21Q: 3 clusters Score -482408.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -482421.781250 Penalty: 2697.510254
	Iteration 22Q: 3 clusters Score -482421.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -482433.468750 Penalty: 2697.510254
	Iteration 23Q: 3 clusters Score -482433.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -482446.062500 Penalty: 2697.510254
	Iteration 24Q: 3 clusters Score -482446.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -482456.750000 Penalty: 2697.510254
	Iteration 25Q: 3 clusters Score -482456.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -482466.000000 Penalty: 2697.510254
	Iteration 26Q: 3 clusters Score -482466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -482473.437500 Penalty: 2697.510254
	Iteration 27Q: 3 clusters Score -482473.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -482480.687500 Penalty: 2697.510254
	Iteration 28Q: 3 clusters Score -482480.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -482487.187500 Penalty: 2697.510254
	Iteration 29Q: 3 clusters Score -482487.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -482494.531250 Penalty: 2697.510254
	Iteration 30Q: 3 clusters Score -482494.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -482499.937500 Penalty: 2697.510254
	Iteration 31Q: 3 clusters Score -482499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -482505.093750 Penalty: 2697.510254
	Iteration 32Q: 3 clusters Score -482505.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -482509.437500 Penalty: 2697.510254
	Iteration 33Q: 3 clusters Score -482509.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -482515.593750 Penalty: 2697.510254
	Iteration 34Q: 3 clusters Score -482515.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -482521.000000 Penalty: 2697.510254
	Iteration 35Q: 3 clusters Score -482521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -482527.031250 Penalty: 2697.510254
	Iteration 36Q: 3 clusters Score -482527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -482534.250000 Penalty: 2697.510254
	Iteration 37Q: 3 clusters Score -482534.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -482543.187500 Penalty: 2697.510254
	Iteration 38Q: 3 clusters Score -482543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -482551.125000 Penalty: 2697.510254
	Iteration 39Q: 3 clusters Score -482551.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -482560.656250 Penalty: 2697.510254
	Iteration 40F: 3 clusters Score -482560.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -482568.125000 Penalty: 2697.510254
	Iteration 41Q: 3 clusters Score -482568.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -482578.156250 Penalty: 2697.510254
	Iteration 42Q: 3 clusters Score -482578.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -482587.531250 Penalty: 2697.510254
	Iteration 43Q: 3 clusters Score -482587.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -482602.468750 Penalty: 2697.510254
	Iteration 44Q: 3 clusters Score -482602.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -482627.312500 Penalty: 2697.510254
	Iteration 45Q: 3 clusters Score -482627.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -482659.625000 Penalty: 2697.510254
	Iteration 46Q: 3 clusters Score -482659.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -482678.406250 Penalty: 2697.510254
	Iteration 47Q: 3 clusters Score -482678.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -482690.750000 Penalty: 2697.510254
	Iteration 48Q: 3 clusters Score -482690.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -482705.593750 Penalty: 2697.510254
	Iteration 49Q: 3 clusters Score -482705.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -482724.000000 Penalty: 2697.510254
	Iteration 50Q: 3 clusters Score -482724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -482738.218750 Penalty: 2697.510254
	Iteration 51Q: 3 clusters Score -482738.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -482749.687500 Penalty: 2697.510254
	Iteration 52Q: 3 clusters Score -482749.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -482763.437500 Penalty: 2697.510254
	Iteration 53Q: 3 clusters Score -482763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -482773.187500 Penalty: 2697.510254
	Iteration 54Q: 3 clusters Score -482773.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -482780.500000 Penalty: 2697.510254
	Iteration 55Q: 3 clusters Score -482780.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -482785.500000 Penalty: 2697.510254
	Iteration 56Q: 3 clusters Score -482785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -482789.218750 Penalty: 2697.510254
	Iteration 57Q: 3 clusters Score -482789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -482789.812500 Penalty: 2697.510254
	Iteration 58Q: 3 clusters Score -482789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -482790.968750 Penalty: 2697.510254
	Iteration 59Q: 3 clusters Score -482791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -482792.000000 Penalty: 2697.510254
	Iteration 60F: 3 clusters Score -482792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -159103.062500 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -159103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157454.234375 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -157454.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -158034.484375 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -158034.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158300.796875 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -158300.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -158446.312500 Penalty: 2364.430908
	Iteration 3F: 3 clusters Score -158446.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -158531.140625 Penalty: 2364.430908
	Iteration 4Q: 3 clusters Score -158531.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -158588.921875 Penalty: 2364.430908
	Iteration 5Q: 3 clusters Score -158588.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -158635.875000 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -158635.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -158658.812500 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -158658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -158665.296875 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -158665.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -158673.156250 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -158673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -158678.312500 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -158678.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -158680.937500 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -158680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -158682.859375 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -158682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -158684.281250 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -158684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -158684.875000 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -158684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -158684.875000 Penalty: 2364.430908
	Iteration 15F: 3 clusters Score -158684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -726479.125000 Penalty: 1405.592407
	Iteration 0F: 2 clusters Score -726479.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -722069.125000 Penalty: 2811.184814
	Iteration 0F: 3 clusters Score -722069.1 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -723434.750000 Penalty: 2811.184814
	Iteration 1F: 3 clusters Score -723434.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -723824.687500 Penalty: 2811.184814
	Iteration 2F: 3 clusters Score -723824.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -724137.250000 Penalty: 2811.184814
	Iteration 3F: 3 clusters Score -724137.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -724399.687500 Penalty: 2811.184814
	Iteration 4F: 3 clusters Score -724399.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -724602.500000 Penalty: 2811.184814
	Iteration 5F: 3 clusters Score -724602.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -724798.750000 Penalty: 2811.184814
	Iteration 6F: 3 clusters Score -724798.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -724998.437500 Penalty: 2811.184814
	Iteration 7F: 3 clusters Score -724998.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -725209.562500 Penalty: 2811.184814
	Iteration 8F: 3 clusters Score -725209.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -725396.375000 Penalty: 2811.184814
	Iteration 9Q: 3 clusters Score -725396.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -725584.500000 Penalty: 2811.184814
	Iteration 10Q: 3 clusters Score -725584.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -725737.187500 Penalty: 2811.184814
	Iteration 11Q: 3 clusters Score -725737.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -725887.000000 Penalty: 2811.184814
	Iteration 12Q: 3 clusters Score -725887 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -726018.812500 Penalty: 2811.184814
	Iteration 13Q: 3 clusters Score -726018.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -726131.937500 Penalty: 2811.184814
	Iteration 14Q: 3 clusters Score -726131.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -726206.375000 Penalty: 2811.184814
	Iteration 15Q: 3 clusters Score -726206.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -726252.375000 Penalty: 2811.184814
	Iteration 16Q: 3 clusters Score -726252.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -726285.187500 Penalty: 2811.184814
	Iteration 17Q: 3 clusters Score -726285.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -726313.375000 Penalty: 2811.184814
	Iteration 18Q: 3 clusters Score -726313.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -726331.250000 Penalty: 2811.184814
	Iteration 19Q: 3 clusters Score -726331.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -726346.625000 Penalty: 2811.184814
	Iteration 20F: 3 clusters Score -726346.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -726361.687500 Penalty: 2811.184814
	Iteration 21Q: 3 clusters Score -726361.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -726378.062500 Penalty: 2811.184814
	Iteration 22Q: 3 clusters Score -726378.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -726388.562500 Penalty: 2811.184814
	Iteration 23Q: 3 clusters Score -726388.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -726400.437500 Penalty: 2811.184814
	Iteration 24Q: 3 clusters Score -726400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -726411.437500 Penalty: 2811.184814
	Iteration 25Q: 3 clusters Score -726411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -726413.875000 Penalty: 2811.184814
	Iteration 26Q: 3 clusters Score -726413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -726414.250000 Penalty: 2811.184814
	Iteration 27Q: 3 clusters Score -726414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -726416.125000 Penalty: 2811.184814
	Iteration 28Q: 3 clusters Score -726416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -726419.000000 Penalty: 2811.184814
	Iteration 29Q: 3 clusters Score -726419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -726420.625000 Penalty: 2811.184814
	Iteration 30Q: 3 clusters Score -726420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -726420.812500 Penalty: 2811.184814
	Iteration 31Q: 3 clusters Score -726420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -726424.625000 Penalty: 2811.184814
	Iteration 32Q: 3 clusters Score -726424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -726427.625000 Penalty: 2811.184814
	Iteration 33Q: 3 clusters Score -726427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -726427.125000 Penalty: 2811.184814
	Iteration 34Q: 3 clusters Score -726427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -726430.687500 Penalty: 2811.184814
	Iteration 35Q: 3 clusters Score -726430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -726434.500000 Penalty: 2811.184814
	Iteration 36Q: 3 clusters Score -726434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -726438.875000 Penalty: 2811.184814
	Iteration 37Q: 3 clusters Score -726438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -726441.000000 Penalty: 2811.184814
	Iteration 38Q: 3 clusters Score -726441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -726442.812500 Penalty: 2811.184814
	Iteration 39Q: 3 clusters Score -726442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -726444.187500 Penalty: 2811.184814
	Iteration 40F: 3 clusters Score -726444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -726447.875000 Penalty: 2811.184814
	Iteration 41Q: 3 clusters Score -726447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -726449.875000 Penalty: 2811.184814
	Iteration 42Q: 3 clusters Score -726449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -726452.187500 Penalty: 2811.184814
	Iteration 43Q: 3 clusters Score -726452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -726455.625000 Penalty: 2811.184814
	Iteration 44Q: 3 clusters Score -726455.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -726461.937500 Penalty: 2811.184814
	Iteration 45Q: 3 clusters Score -726461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -726464.312500 Penalty: 2811.184814
	Iteration 46Q: 3 clusters Score -726464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -726467.000000 Penalty: 2811.184814
	Iteration 47Q: 3 clusters Score -726467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -726465.812500 Penalty: 2811.184814
	Iteration 48Q: 3 clusters Score -726465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -726466.437500 Penalty: 2811.184814
	Iteration 49Q: 3 clusters Score -726466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -726466.437500 Penalty: 2811.184814
	Iteration 50F: 3 clusters Score -726466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -817933.687500 Penalty: 1427.326782
	Iteration 0F: 2 clusters Score -817933.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -813048.500000 Penalty: 2854.653564
	Iteration 0F: 3 clusters Score -813048.5 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -814500.375000 Penalty: 2854.653564
	Iteration 1F: 3 clusters Score -814500.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -814709.375000 Penalty: 2854.653564
	Iteration 2F: 3 clusters Score -814709.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -814861.562500 Penalty: 2854.653564
	Iteration 3F: 3 clusters Score -814861.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -814980.750000 Penalty: 2854.653564
	Iteration 4Q: 3 clusters Score -814980.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -815092.250000 Penalty: 2854.653564
	Iteration 5Q: 3 clusters Score -815092.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -815213.875000 Penalty: 2854.653564
	Iteration 6Q: 3 clusters Score -815213.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -815319.250000 Penalty: 2854.653564
	Iteration 7Q: 3 clusters Score -815319.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -815438.812500 Penalty: 2854.653564
	Iteration 8Q: 3 clusters Score -815438.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -815548.750000 Penalty: 2854.653564
	Iteration 9Q: 3 clusters Score -815548.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -815656.937500 Penalty: 2854.653564
	Iteration 10Q: 3 clusters Score -815656.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -815763.375000 Penalty: 2854.653564
	Iteration 11Q: 3 clusters Score -815763.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -815856.250000 Penalty: 2854.653564
	Iteration 12Q: 3 clusters Score -815856.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -815953.625000 Penalty: 2854.653564
	Iteration 13Q: 3 clusters Score -815953.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -816014.687500 Penalty: 2854.653564
	Iteration 14Q: 3 clusters Score -816014.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -816067.750000 Penalty: 2854.653564
	Iteration 15Q: 3 clusters Score -816067.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -816110.062500 Penalty: 2854.653564
	Iteration 16Q: 3 clusters Score -816110.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -816141.812500 Penalty: 2854.653564
	Iteration 17Q: 3 clusters Score -816141.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -816160.187500 Penalty: 2854.653564
	Iteration 18Q: 3 clusters Score -816160.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -816174.000000 Penalty: 2854.653564
	Iteration 19Q: 3 clusters Score -816174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -816187.000000 Penalty: 2854.653564
	Iteration 20F: 3 clusters Score -816187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -816203.250000 Penalty: 2854.653564
	Iteration 21Q: 3 clusters Score -816203.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -816217.125000 Penalty: 2854.653564
	Iteration 22Q: 3 clusters Score -816217.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -816231.125000 Penalty: 2854.653564
	Iteration 23Q: 3 clusters Score -816231.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -816245.625000 Penalty: 2854.653564
	Iteration 24Q: 3 clusters Score -816245.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -816256.625000 Penalty: 2854.653564
	Iteration 25Q: 3 clusters Score -816256.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -816261.500000 Penalty: 2854.653564
	Iteration 26Q: 3 clusters Score -816261.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -816269.187500 Penalty: 2854.653564
	Iteration 27Q: 3 clusters Score -816269.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -816273.812500 Penalty: 2854.653564
	Iteration 28Q: 3 clusters Score -816273.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -816280.062500 Penalty: 2854.653564
	Iteration 29Q: 3 clusters Score -816280.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -816290.000000 Penalty: 2854.653564
	Iteration 30Q: 3 clusters Score -816290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -816291.812500 Penalty: 2854.653564
	Iteration 31Q: 3 clusters Score -816291.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -816295.687500 Penalty: 2854.653564
	Iteration 32Q: 3 clusters Score -816295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -816298.687500 Penalty: 2854.653564
	Iteration 33Q: 3 clusters Score -816298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -816301.562500 Penalty: 2854.653564
	Iteration 34Q: 3 clusters Score -816301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -816304.750000 Penalty: 2854.653564
	Iteration 35Q: 3 clusters Score -816304.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -816307.937500 Penalty: 2854.653564
	Iteration 36Q: 3 clusters Score -816307.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -816311.000000 Penalty: 2854.653564
	Iteration 37Q: 3 clusters Score -816311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -816315.000000 Penalty: 2854.653564
	Iteration 38Q: 3 clusters Score -816315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -816324.187500 Penalty: 2854.653564
	Iteration 39Q: 3 clusters Score -816324.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -816329.062500 Penalty: 2854.653564
	Iteration 40F: 3 clusters Score -816329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -816332.187500 Penalty: 2854.653564
	Iteration 41Q: 3 clusters Score -816332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -816335.625000 Penalty: 2854.653564
	Iteration 42Q: 3 clusters Score -816335.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -816338.750000 Penalty: 2854.653564
	Iteration 43Q: 3 clusters Score -816338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -816340.000000 Penalty: 2854.653564
	Iteration 44Q: 3 clusters Score -816340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -816339.562500 Penalty: 2854.653564
	Iteration 45Q: 3 clusters Score -816339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -816341.125000 Penalty: 2854.653564
	Iteration 46Q: 3 clusters Score -816341.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -816343.875000 Penalty: 2854.653564
	Iteration 47Q: 3 clusters Score -816343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -816345.062500 Penalty: 2854.653564
	Iteration 48Q: 3 clusters Score -816345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -816345.625000 Penalty: 2854.653564
	Iteration 49Q: 3 clusters Score -816345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -816346.750000 Penalty: 2854.653564
	Iteration 50Q: 3 clusters Score -816346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -816346.875000 Penalty: 2854.653564
	Iteration 51Q: 3 clusters Score -816346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -816348.062500 Penalty: 2854.653564
	Iteration 52Q: 3 clusters Score -816348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -816348.250000 Penalty: 2854.653564
	Iteration 53Q: 3 clusters Score -816348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -816347.250000 Penalty: 2854.653564
	Iteration 54Q: 3 clusters Score -816347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -816347.250000 Penalty: 2854.653564
	Iteration 55F: 3 clusters Score -816347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Entering Unmasked Estep 
Score: -7777354.500000 Penalty: 1783.827026
	Iteration 0F: 2 clusters Score -7777354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7738424.500000 Penalty: 3567.654053
	Iteration 0F: 3 clusters Score -7738424 nChanged 27668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -7754057.000000 Penalty: 3567.654053
	Iteration 1F: 3 clusters Score -7754057 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -7754558.500000 Penalty: 3567.654053
	Iteration 2Q: 3 clusters Score -7754558 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -7754996.000000 Penalty: 3567.654053
	Iteration 3Q: 3 clusters Score -7754996 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -7755590.500000 Penalty: 3567.654053
	Iteration 4Q: 3 clusters Score -7755590 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -7756256.500000 Penalty: 3567.654053
	Iteration 5Q: 3 clusters Score -7756256 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -7757019.000000 Penalty: 3567.654053
	Iteration 6Q: 3 clusters Score -7757019 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -7757904.500000 Penalty: 3567.654053
	Iteration 7Q: 3 clusters Score -7757904 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7759160.000000 Penalty: 3567.654053
	Iteration 8Q: 3 clusters Score -7759160 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7760904.000000 Penalty: 3567.654053
	Iteration 9F: 3 clusters Score -7760904 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -7763213.000000 Penalty: 3567.654053
	Iteration 10F: 3 clusters Score -7763213 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -7765955.000000 Penalty: 3567.654053
	Iteration 11F: 3 clusters Score -7765955 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -7769119.500000 Penalty: 3567.654053
	Iteration 12F: 3 clusters Score -7769120 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -7771716.000000 Penalty: 3567.654053
	Iteration 13F: 3 clusters Score -7771716 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7773676.500000 Penalty: 3567.654053
	Iteration 14Q: 3 clusters Score -7773676 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7774694.500000 Penalty: 3567.654053
	Iteration 15Q: 3 clusters Score -7774694 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7775171.500000 Penalty: 3567.654053
	Iteration 16Q: 3 clusters Score -7775172 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7775495.500000 Penalty: 3567.654053
	Iteration 17Q: 3 clusters Score -7775496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7775625.500000 Penalty: 3567.654053
	Iteration 18Q: 3 clusters Score -7775626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7775703.000000 Penalty: 3567.654053
	Iteration 19Q: 3 clusters Score -7775703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7775773.500000 Penalty: 3567.654053
	Iteration 20F: 3 clusters Score -7775774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7775814.500000 Penalty: 3567.654053
	Iteration 21Q: 3 clusters Score -7775814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7775826.000000 Penalty: 3567.654053
	Iteration 22Q: 3 clusters Score -7775826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7775840.500000 Penalty: 3567.654053
	Iteration 23Q: 3 clusters Score -7775840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7775856.000000 Penalty: 3567.654053
	Iteration 24Q: 3 clusters Score -7775856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7775863.000000 Penalty: 3567.654053
	Iteration 25Q: 3 clusters Score -7775863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7775864.500000 Penalty: 3567.654053
	Iteration 26Q: 3 clusters Score -7775864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7775866.500000 Penalty: 3567.654053
	Iteration 27Q: 3 clusters Score -7775866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7775872.500000 Penalty: 3567.654053
	Iteration 28Q: 3 clusters Score -7775872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7775869.500000 Penalty: 3567.654053
	Iteration 29Q: 3 clusters Score -7775870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7775870.500000 Penalty: 3567.654053
	Iteration 30Q: 3 clusters Score -7775870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7775875.000000 Penalty: 3567.654053
	Iteration 31Q: 3 clusters Score -7775875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7775872.500000 Penalty: 3567.654053
	Iteration 32Q: 3 clusters Score -7775872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7775872.500000 Penalty: 3567.654053
	Iteration 33F: 3 clusters Score -7775872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -7239.880859 Penalty: 746.706970
	Iteration 0F: 2 clusters Score -7239.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6939.671875 Penalty: 1493.413940
	Iteration 0F: 3 clusters Score -6939.672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7082.684570 Penalty: 1493.413940
	Iteration 1F: 3 clusters Score -7082.685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7121.259766 Penalty: 1493.413940
	Iteration 2Q: 3 clusters Score -7121.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7140.153320 Penalty: 1493.413940
	Iteration 3Q: 3 clusters Score -7140.153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7174.416016 Penalty: 1493.413940
	Iteration 4Q: 3 clusters Score -7174.416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7174.416016 Penalty: 1493.413940
	Iteration 5F: 3 clusters Score -7174.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -338269.375000 Penalty: 1283.732910
	Iteration 0F: 2 clusters Score -338269.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -335713.687500 Penalty: 2567.465820
	Iteration 0F: 3 clusters Score -335713.7 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -336300.500000 Penalty: 2567.465820
	Iteration 1F: 3 clusters Score -336300.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -336441.250000 Penalty: 2567.465820
	Iteration 2F: 3 clusters Score -336441.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -336558.437500 Penalty: 2567.465820
	Iteration 3F: 3 clusters Score -336558.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -336654.875000 Penalty: 2567.465820
	Iteration 4Q: 3 clusters Score -336654.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -336743.437500 Penalty: 2567.465820
	Iteration 5Q: 3 clusters Score -336743.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -336837.593750 Penalty: 2567.465820
	Iteration 6Q: 3 clusters Score -336837.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -336909.843750 Penalty: 2567.465820
	Iteration 7Q: 3 clusters Score -336909.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -336957.843750 Penalty: 2567.465820
	Iteration 8Q: 3 clusters Score -336957.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -337006.125000 Penalty: 2567.465820
	Iteration 9Q: 3 clusters Score -337006.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -337070.031250 Penalty: 2567.465820
	Iteration 10Q: 3 clusters Score -337070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -337115.812500 Penalty: 2567.465820
	Iteration 11Q: 3 clusters Score -337115.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -337155.906250 Penalty: 2567.465820
	Iteration 12Q: 3 clusters Score -337155.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -337210.875000 Penalty: 2567.465820
	Iteration 13Q: 3 clusters Score -337210.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -337260.625000 Penalty: 2567.465820
	Iteration 14Q: 3 clusters Score -337260.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -337302.281250 Penalty: 2567.465820
	Iteration 15Q: 3 clusters Score -337302.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -337337.031250 Penalty: 2567.465820
	Iteration 16Q: 3 clusters Score -337337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -337358.343750 Penalty: 2567.465820
	Iteration 17Q: 3 clusters Score -337358.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -337372.875000 Penalty: 2567.465820
	Iteration 18Q: 3 clusters Score -337372.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337381.906250 Penalty: 2567.465820
	Iteration 19Q: 3 clusters Score -337381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -337392.187500 Penalty: 2567.465820
	Iteration 20F: 3 clusters Score -337392.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -337404.218750 Penalty: 2567.465820
	Iteration 21Q: 3 clusters Score -337404.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -337413.062500 Penalty: 2567.465820
	Iteration 22Q: 3 clusters Score -337413.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -337422.343750 Penalty: 2567.465820
	Iteration 23Q: 3 clusters Score -337422.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337432.093750 Penalty: 2567.465820
	Iteration 24Q: 3 clusters Score -337432.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -337439.750000 Penalty: 2567.465820
	Iteration 25Q: 3 clusters Score -337439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -337447.843750 Penalty: 2567.465820
	Iteration 26Q: 3 clusters Score -337447.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -337453.750000 Penalty: 2567.465820
	Iteration 27Q: 3 clusters Score -337453.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -337462.093750 Penalty: 2567.465820
	Iteration 28Q: 3 clusters Score -337462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -337467.906250 Penalty: 2567.465820
	Iteration 29Q: 3 clusters Score -337467.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -337472.875000 Penalty: 2567.465820
	Iteration 30Q: 3 clusters Score -337472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -337475.593750 Penalty: 2567.465820
	Iteration 31Q: 3 clusters Score -337475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -337478.593750 Penalty: 2567.465820
	Iteration 32Q: 3 clusters Score -337478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -337480.625000 Penalty: 2567.465820
	Iteration 33Q: 3 clusters Score -337480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -337482.437500 Penalty: 2567.465820
	Iteration 34Q: 3 clusters Score -337482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -337483.968750 Penalty: 2567.465820
	Iteration 35Q: 3 clusters Score -337484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -337485.093750 Penalty: 2567.465820
	Iteration 36Q: 3 clusters Score -337485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337484.750000 Penalty: 2567.465820
	Iteration 37Q: 3 clusters Score -337484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337484.750000 Penalty: 2567.465820
	Iteration 38F: 3 clusters Score -337484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Entering Unmasked Estep 
Score: -2191425.000000 Penalty: 1584.562256
	Iteration 0F: 2 clusters Score -2191425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2179700.000000 Penalty: 3169.124512
	Iteration 0F: 3 clusters Score -2179700 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2183854.750000 Penalty: 3169.124512
	Iteration 1F: 3 clusters Score -2183855 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2184169.250000 Penalty: 3169.124512
	Iteration 2F: 3 clusters Score -2184169 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2184486.000000 Penalty: 3169.124512
	Iteration 3Q: 3 clusters Score -2184486 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2184868.250000 Penalty: 3169.124512
	Iteration 4Q: 3 clusters Score -2184868 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2185379.750000 Penalty: 3169.124512
	Iteration 5F: 3 clusters Score -2185380 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2186041.500000 Penalty: 3169.124512
	Iteration 6F: 3 clusters Score -2186042 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2186924.000000 Penalty: 3169.124512
	Iteration 7F: 3 clusters Score -2186924 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2187857.000000 Penalty: 3169.124512
	Iteration 8F: 3 clusters Score -2187857 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2188647.250000 Penalty: 3169.124512
	Iteration 9F: 3 clusters Score -2188647 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2189242.750000 Penalty: 3169.124512
	Iteration 10Q: 3 clusters Score -2189243 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2189556.750000 Penalty: 3169.124512
	Iteration 11Q: 3 clusters Score -2189557 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2189747.500000 Penalty: 3169.124512
	Iteration 12Q: 3 clusters Score -2189748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2189854.500000 Penalty: 3169.124512
	Iteration 13Q: 3 clusters Score -2189854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2189959.750000 Penalty: 3169.124512
	Iteration 14Q: 3 clusters Score -2189960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2190007.500000 Penalty: 3169.124512
	Iteration 15Q: 3 clusters Score -2190008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2190026.750000 Penalty: 3169.124512
	Iteration 16Q: 3 clusters Score -2190027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2190049.500000 Penalty: 3169.124512
	Iteration 17Q: 3 clusters Score -2190050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2190066.750000 Penalty: 3169.124512
	Iteration 18Q: 3 clusters Score -2190067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2190079.250000 Penalty: 3169.124512
	Iteration 19Q: 3 clusters Score -2190079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2190081.000000 Penalty: 3169.124512
	Iteration 20F: 3 clusters Score -2190081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2190082.750000 Penalty: 3169.124512
	Iteration 21Q: 3 clusters Score -2190083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2190083.000000 Penalty: 3169.124512
	Iteration 22Q: 3 clusters Score -2190083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2190089.750000 Penalty: 3169.124512
	Iteration 23Q: 3 clusters Score -2190090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2190092.000000 Penalty: 3169.124512
	Iteration 24Q: 3 clusters Score -2190092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2190093.250000 Penalty: 3169.124512
	Iteration 25Q: 3 clusters Score -2190093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2190093.000000 Penalty: 3169.124512
	Iteration 26Q: 3 clusters Score -2190093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2190095.500000 Penalty: 3169.124512
	Iteration 27Q: 3 clusters Score -2190096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2190101.250000 Penalty: 3169.124512
	Iteration 28Q: 3 clusters Score -2190101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2190102.500000 Penalty: 3169.124512
	Iteration 29Q: 3 clusters Score -2190102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2190105.000000 Penalty: 3169.124512
	Iteration 30Q: 3 clusters Score -2190105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2190106.000000 Penalty: 3169.124512
	Iteration 31Q: 3 clusters Score -2190106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2190106.000000 Penalty: 3169.124512
	Iteration 32F: 3 clusters Score -2190106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -37785.175781 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -37785.18 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 175 members 
Entering Unmasked Estep 
Score: -36894.718750 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -36894.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37063.843750 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -37063.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37175.542969 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -37175.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37266.781250 Penalty: 1911.173340
	Iteration 3F: 3 clusters Score -37266.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37326.687500 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -37326.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -37405.769531 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -37405.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -37423.187500 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -37423.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -37442.964844 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -37442.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -37445.207031 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -37445.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -37445.207031 Penalty: 1911.173340
	Iteration 9F: 3 clusters Score -37445.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -2249182.000000 Penalty: 1587.059692
	Iteration 0F: 2 clusters Score -2249182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2237276.500000 Penalty: 3174.119385
	Iteration 0F: 3 clusters Score -2237276 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2241493.750000 Penalty: 3174.119385
	Iteration 1F: 3 clusters Score -2241494 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2241863.000000 Penalty: 3174.119385
	Iteration 2F: 3 clusters Score -2241863 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2242199.000000 Penalty: 3174.119385
	Iteration 3Q: 3 clusters Score -2242199 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2242530.750000 Penalty: 3174.119385
	Iteration 4Q: 3 clusters Score -2242531 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2242916.750000 Penalty: 3174.119385
	Iteration 5Q: 3 clusters Score -2242917 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2243399.750000 Penalty: 3174.119385
	Iteration 6Q: 3 clusters Score -2243400 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2244010.500000 Penalty: 3174.119385
	Iteration 7F: 3 clusters Score -2244010 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2244715.500000 Penalty: 3174.119385
	Iteration 8F: 3 clusters Score -2244716 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2245387.500000 Penalty: 3174.119385
	Iteration 9F: 3 clusters Score -2245388 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2245919.500000 Penalty: 3174.119385
	Iteration 10Q: 3 clusters Score -2245920 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2246334.250000 Penalty: 3174.119385
	Iteration 11Q: 3 clusters Score -2246334 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2246652.000000 Penalty: 3174.119385
	Iteration 12Q: 3 clusters Score -2246652 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2246899.250000 Penalty: 3174.119385
	Iteration 13Q: 3 clusters Score -2246899 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2247156.250000 Penalty: 3174.119385
	Iteration 14Q: 3 clusters Score -2247156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2247369.250000 Penalty: 3174.119385
	Iteration 15Q: 3 clusters Score -2247369 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2247564.500000 Penalty: 3174.119385
	Iteration 16Q: 3 clusters Score -2247564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2247676.250000 Penalty: 3174.119385
	Iteration 17Q: 3 clusters Score -2247676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2247735.250000 Penalty: 3174.119385
	Iteration 18Q: 3 clusters Score -2247735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2247763.250000 Penalty: 3174.119385
	Iteration 19Q: 3 clusters Score -2247763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2247785.500000 Penalty: 3174.119385
	Iteration 20F: 3 clusters Score -2247786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2247816.500000 Penalty: 3174.119385
	Iteration 21Q: 3 clusters Score -2247816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2247829.250000 Penalty: 3174.119385
	Iteration 22Q: 3 clusters Score -2247829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2247835.250000 Penalty: 3174.119385
	Iteration 23Q: 3 clusters Score -2247835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2247846.500000 Penalty: 3174.119385
	Iteration 24Q: 3 clusters Score -2247846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2247853.750000 Penalty: 3174.119385
	Iteration 25Q: 3 clusters Score -2247854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2247860.000000 Penalty: 3174.119385
	Iteration 26Q: 3 clusters Score -2247860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2247868.500000 Penalty: 3174.119385
	Iteration 27Q: 3 clusters Score -2247868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2247869.000000 Penalty: 3174.119385
	Iteration 28Q: 3 clusters Score -2247869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2247876.250000 Penalty: 3174.119385
	Iteration 29Q: 3 clusters Score -2247876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2247874.500000 Penalty: 3174.119385
	Iteration 30Q: 3 clusters Score -2247874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2247874.750000 Penalty: 3174.119385
	Iteration 31Q: 3 clusters Score -2247875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2247875.000000 Penalty: 3174.119385
	Iteration 32Q: 3 clusters Score -2247875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2247878.750000 Penalty: 3174.119385
	Iteration 33Q: 3 clusters Score -2247879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2247879.750000 Penalty: 3174.119385
	Iteration 34Q: 3 clusters Score -2247880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2247882.500000 Penalty: 3174.119385
	Iteration 35Q: 3 clusters Score -2247882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2247877.250000 Penalty: 3174.119385
	Iteration 36Q: 3 clusters Score -2247877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2247880.250000 Penalty: 3174.119385
	Iteration 37Q: 3 clusters Score -2247880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2247883.250000 Penalty: 3174.119385
	Iteration 38Q: 3 clusters Score -2247883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2247880.500000 Penalty: 3174.119385
	Iteration 39Q: 3 clusters Score -2247880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2247880.250000 Penalty: 3174.119385
	Iteration 40F: 3 clusters Score -2247880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2247879.750000 Penalty: 3174.119385
	Iteration 41Q: 3 clusters Score -2247880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2247879.750000 Penalty: 3174.119385
	Iteration 42F: 3 clusters Score -2247880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -587183.937500 Penalty: 1372.041382
	Iteration 0F: 2 clusters Score -587183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -583361.000000 Penalty: 2744.082764
	Iteration 0F: 3 clusters Score -583361 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -584419.125000 Penalty: 2744.082764
	Iteration 1F: 3 clusters Score -584419.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -584578.625000 Penalty: 2744.082764
	Iteration 2F: 3 clusters Score -584578.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -584678.750000 Penalty: 2744.082764
	Iteration 3Q: 3 clusters Score -584678.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -584757.437500 Penalty: 2744.082764
	Iteration 4Q: 3 clusters Score -584757.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -584818.375000 Penalty: 2744.082764
	Iteration 5Q: 3 clusters Score -584818.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -584866.062500 Penalty: 2744.082764
	Iteration 6Q: 3 clusters Score -584866.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -584909.062500 Penalty: 2744.082764
	Iteration 7Q: 3 clusters Score -584909.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -584960.250000 Penalty: 2744.082764
	Iteration 8Q: 3 clusters Score -584960.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -585020.375000 Penalty: 2744.082764
	Iteration 9Q: 3 clusters Score -585020.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -585092.937500 Penalty: 2744.082764
	Iteration 10Q: 3 clusters Score -585092.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -585148.750000 Penalty: 2744.082764
	Iteration 11Q: 3 clusters Score -585148.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -585205.625000 Penalty: 2744.082764
	Iteration 12Q: 3 clusters Score -585205.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -585261.875000 Penalty: 2744.082764
	Iteration 13Q: 3 clusters Score -585261.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -585300.375000 Penalty: 2744.082764
	Iteration 14Q: 3 clusters Score -585300.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -585333.812500 Penalty: 2744.082764
	Iteration 15Q: 3 clusters Score -585333.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -585360.062500 Penalty: 2744.082764
	Iteration 16Q: 3 clusters Score -585360.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -585382.937500 Penalty: 2744.082764
	Iteration 17Q: 3 clusters Score -585382.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -585410.000000 Penalty: 2744.082764
	Iteration 18Q: 3 clusters Score -585410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -585436.250000 Penalty: 2744.082764
	Iteration 19Q: 3 clusters Score -585436.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -585457.437500 Penalty: 2744.082764
	Iteration 20F: 3 clusters Score -585457.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -585478.312500 Penalty: 2744.082764
	Iteration 21Q: 3 clusters Score -585478.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -585498.187500 Penalty: 2744.082764
	Iteration 22Q: 3 clusters Score -585498.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -585514.125000 Penalty: 2744.082764
	Iteration 23Q: 3 clusters Score -585514.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -585525.062500 Penalty: 2744.082764
	Iteration 24Q: 3 clusters Score -585525.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -585536.937500 Penalty: 2744.082764
	Iteration 25Q: 3 clusters Score -585536.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -585548.500000 Penalty: 2744.082764
	Iteration 26Q: 3 clusters Score -585548.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -585561.312500 Penalty: 2744.082764
	Iteration 27Q: 3 clusters Score -585561.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -585575.562500 Penalty: 2744.082764
	Iteration 28Q: 3 clusters Score -585575.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -585592.125000 Penalty: 2744.082764
	Iteration 29Q: 3 clusters Score -585592.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -585614.500000 Penalty: 2744.082764
	Iteration 30Q: 3 clusters Score -585614.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -585630.750000 Penalty: 2744.082764
	Iteration 31Q: 3 clusters Score -585630.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -585644.875000 Penalty: 2744.082764
	Iteration 32Q: 3 clusters Score -585644.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -585657.625000 Penalty: 2744.082764
	Iteration 33Q: 3 clusters Score -585657.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -585671.937500 Penalty: 2744.082764
	Iteration 34Q: 3 clusters Score -585671.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -585688.250000 Penalty: 2744.082764
	Iteration 35Q: 3 clusters Score -585688.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -585698.437500 Penalty: 2744.082764
	Iteration 36Q: 3 clusters Score -585698.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -585708.375000 Penalty: 2744.082764
	Iteration 37Q: 3 clusters Score -585708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -585715.937500 Penalty: 2744.082764
	Iteration 38Q: 3 clusters Score -585715.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -585726.375000 Penalty: 2744.082764
	Iteration 39Q: 3 clusters Score -585726.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -585737.250000 Penalty: 2744.082764
	Iteration 40F: 3 clusters Score -585737.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -585747.562500 Penalty: 2744.082764
	Iteration 41Q: 3 clusters Score -585747.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -585758.500000 Penalty: 2744.082764
	Iteration 42Q: 3 clusters Score -585758.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -585768.750000 Penalty: 2744.082764
	Iteration 43Q: 3 clusters Score -585768.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -585777.062500 Penalty: 2744.082764
	Iteration 44Q: 3 clusters Score -585777.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -585784.312500 Penalty: 2744.082764
	Iteration 45Q: 3 clusters Score -585784.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -585795.937500 Penalty: 2744.082764
	Iteration 46Q: 3 clusters Score -585795.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -585806.625000 Penalty: 2744.082764
	Iteration 47Q: 3 clusters Score -585806.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -585816.375000 Penalty: 2744.082764
	Iteration 48Q: 3 clusters Score -585816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -585824.250000 Penalty: 2744.082764
	Iteration 49Q: 3 clusters Score -585824.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -585828.750000 Penalty: 2744.082764
	Iteration 50Q: 3 clusters Score -585828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -585832.687500 Penalty: 2744.082764
	Iteration 51Q: 3 clusters Score -585832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -585836.750000 Penalty: 2744.082764
	Iteration 52Q: 3 clusters Score -585836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -585841.000000 Penalty: 2744.082764
	Iteration 53Q: 3 clusters Score -585841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -585843.250000 Penalty: 2744.082764
	Iteration 54Q: 3 clusters Score -585843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -585843.875000 Penalty: 2744.082764
	Iteration 55Q: 3 clusters Score -585843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -585844.375000 Penalty: 2744.082764
	Iteration 56Q: 3 clusters Score -585844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -585844.625000 Penalty: 2744.082764
	Iteration 57Q: 3 clusters Score -585844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -585846.687500 Penalty: 2744.082764
	Iteration 58Q: 3 clusters Score -585846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -585847.125000 Penalty: 2744.082764
	Iteration 59Q: 3 clusters Score -585847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -585848.687500 Penalty: 2744.082764
	Iteration 60F: 3 clusters Score -585848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -585850.250000 Penalty: 2744.082764
	Iteration 61Q: 3 clusters Score -585850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -585851.000000 Penalty: 2744.082764
	Iteration 62Q: 3 clusters Score -585851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -585852.750000 Penalty: 2744.082764
	Iteration 63Q: 3 clusters Score -585852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -585853.500000 Penalty: 2744.082764
	Iteration 64Q: 3 clusters Score -585853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -585853.562500 Penalty: 2744.082764
	Iteration 65Q: 3 clusters Score -585853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -585853.500000 Penalty: 2744.082764
	Iteration 66Q: 3 clusters Score -585853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -585854.500000 Penalty: 2744.082764
	Iteration 67Q: 3 clusters Score -585854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -585854.500000 Penalty: 2744.082764
	Iteration 68F: 3 clusters Score -585854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Entering Unmasked Estep 
Score: -2401012.000000 Penalty: 1603.384155
	Iteration 0F: 2 clusters Score -2401012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2387913.250000 Penalty: 3206.768311
	Iteration 0F: 3 clusters Score -2387913 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2392699.750000 Penalty: 3206.768311
	Iteration 1F: 3 clusters Score -2392700 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2393170.750000 Penalty: 3206.768311
	Iteration 2F: 3 clusters Score -2393171 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2393627.500000 Penalty: 3206.768311
	Iteration 3F: 3 clusters Score -2393628 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2394003.250000 Penalty: 3206.768311
	Iteration 4Q: 3 clusters Score -2394003 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2394336.500000 Penalty: 3206.768311
	Iteration 5Q: 3 clusters Score -2394336 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2394669.000000 Penalty: 3206.768311
	Iteration 6Q: 3 clusters Score -2394669 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2394981.750000 Penalty: 3206.768311
	Iteration 7Q: 3 clusters Score -2394982 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2395332.500000 Penalty: 3206.768311
	Iteration 8Q: 3 clusters Score -2395332 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2395734.750000 Penalty: 3206.768311
	Iteration 9Q: 3 clusters Score -2395735 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2396249.000000 Penalty: 3206.768311
	Iteration 10Q: 3 clusters Score -2396249 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2396878.000000 Penalty: 3206.768311
	Iteration 11Q: 3 clusters Score -2396878 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2397540.750000 Penalty: 3206.768311
	Iteration 12Q: 3 clusters Score -2397541 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2398143.000000 Penalty: 3206.768311
	Iteration 13Q: 3 clusters Score -2398143 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2398614.500000 Penalty: 3206.768311
	Iteration 14Q: 3 clusters Score -2398614 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2398958.000000 Penalty: 3206.768311
	Iteration 15Q: 3 clusters Score -2398958 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2399180.500000 Penalty: 3206.768311
	Iteration 16Q: 3 clusters Score -2399180 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2399343.500000 Penalty: 3206.768311
	Iteration 17Q: 3 clusters Score -2399344 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2399440.000000 Penalty: 3206.768311
	Iteration 18Q: 3 clusters Score -2399440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2399487.500000 Penalty: 3206.768311
	Iteration 19Q: 3 clusters Score -2399488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2399524.000000 Penalty: 3206.768311
	Iteration 20F: 3 clusters Score -2399524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2399546.500000 Penalty: 3206.768311
	Iteration 21Q: 3 clusters Score -2399546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2399554.750000 Penalty: 3206.768311
	Iteration 22Q: 3 clusters Score -2399555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2399565.750000 Penalty: 3206.768311
	Iteration 23Q: 3 clusters Score -2399566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2399569.500000 Penalty: 3206.768311
	Iteration 24Q: 3 clusters Score -2399570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2399581.000000 Penalty: 3206.768311
	Iteration 25Q: 3 clusters Score -2399581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2399583.000000 Penalty: 3206.768311
	Iteration 26Q: 3 clusters Score -2399583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2399590.000000 Penalty: 3206.768311
	Iteration 27Q: 3 clusters Score -2399590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2399592.000000 Penalty: 3206.768311
	Iteration 28Q: 3 clusters Score -2399592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2399597.500000 Penalty: 3206.768311
	Iteration 29Q: 3 clusters Score -2399598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2399595.000000 Penalty: 3206.768311
	Iteration 30Q: 3 clusters Score -2399595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2399597.500000 Penalty: 3206.768311
	Iteration 31Q: 3 clusters Score -2399598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2399597.500000 Penalty: 3206.768311
	Iteration 32F: 3 clusters Score -2399598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Entering Unmasked Estep 
Score: -5169026.000000 Penalty: 1718.063843
	Iteration 0F: 2 clusters Score -5169026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5142917.500000 Penalty: 3436.127686
	Iteration 0F: 3 clusters Score -5142918 nChanged 18137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5152899.500000 Penalty: 3436.127686
	Iteration 1F: 3 clusters Score -5152900 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5153378.000000 Penalty: 3436.127686
	Iteration 2Q: 3 clusters Score -5153378 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5154014.000000 Penalty: 3436.127686
	Iteration 3Q: 3 clusters Score -5154014 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -5155033.500000 Penalty: 3436.127686
	Iteration 4F: 3 clusters Score -5155034 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -5156649.000000 Penalty: 3436.127686
	Iteration 5F: 3 clusters Score -5156649 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5159172.500000 Penalty: 3436.127686
	Iteration 6F: 3 clusters Score -5159172 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -5162281.500000 Penalty: 3436.127686
	Iteration 7F: 3 clusters Score -5162282 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5164938.500000 Penalty: 3436.127686
	Iteration 8F: 3 clusters Score -5164938 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5166479.500000 Penalty: 3436.127686
	Iteration 9Q: 3 clusters Score -5166480 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -5167173.500000 Penalty: 3436.127686
	Iteration 10Q: 3 clusters Score -5167174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5167390.500000 Penalty: 3436.127686
	Iteration 11Q: 3 clusters Score -5167390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5167462.500000 Penalty: 3436.127686
	Iteration 12Q: 3 clusters Score -5167462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5167493.500000 Penalty: 3436.127686
	Iteration 13Q: 3 clusters Score -5167494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5167506.000000 Penalty: 3436.127686
	Iteration 14Q: 3 clusters Score -5167506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5167519.000000 Penalty: 3436.127686
	Iteration 15Q: 3 clusters Score -5167519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -5167529.000000 Penalty: 3436.127686
	Iteration 16Q: 3 clusters Score -5167529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5167534.500000 Penalty: 3436.127686
	Iteration 17Q: 3 clusters Score -5167534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5167544.500000 Penalty: 3436.127686
	Iteration 18Q: 3 clusters Score -5167544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5167558.500000 Penalty: 3436.127686
	Iteration 19Q: 3 clusters Score -5167558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5167562.500000 Penalty: 3436.127686
	Iteration 20F: 3 clusters Score -5167562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5167567.000000 Penalty: 3436.127686
	Iteration 21Q: 3 clusters Score -5167567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5167569.000000 Penalty: 3436.127686
	Iteration 22Q: 3 clusters Score -5167569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5167569.000000 Penalty: 3436.127686
	Iteration 23F: 3 clusters Score -5167569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Entering Unmasked Estep 
Score: -4532378.500000 Penalty: 1696.596680
	Iteration 0F: 2 clusters Score -4532378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4509541.500000 Penalty: 3393.193359
	Iteration 0F: 3 clusters Score -4509542 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4518240.500000 Penalty: 3393.193359
	Iteration 1F: 3 clusters Score -4518240 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4518690.500000 Penalty: 3393.193359
	Iteration 2Q: 3 clusters Score -4518690 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4519164.500000 Penalty: 3393.193359
	Iteration 3Q: 3 clusters Score -4519164 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4519644.000000 Penalty: 3393.193359
	Iteration 4Q: 3 clusters Score -4519644 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4520315.000000 Penalty: 3393.193359
	Iteration 5Q: 3 clusters Score -4520315 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4521093.500000 Penalty: 3393.193359
	Iteration 6F: 3 clusters Score -4521094 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4522098.500000 Penalty: 3393.193359
	Iteration 7F: 3 clusters Score -4522098 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -4523312.000000 Penalty: 3393.193359
	Iteration 8F: 3 clusters Score -4523312 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4524670.000000 Penalty: 3393.193359
	Iteration 9F: 3 clusters Score -4524670 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4526175.000000 Penalty: 3393.193359
	Iteration 10F: 3 clusters Score -4526175 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4527690.000000 Penalty: 3393.193359
	Iteration 11F: 3 clusters Score -4527690 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4528960.000000 Penalty: 3393.193359
	Iteration 12Q: 3 clusters Score -4528960 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4529768.500000 Penalty: 3393.193359
	Iteration 13Q: 3 clusters Score -4529768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4530343.000000 Penalty: 3393.193359
	Iteration 14Q: 3 clusters Score -4530343 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4530622.000000 Penalty: 3393.193359
	Iteration 15Q: 3 clusters Score -4530622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4530733.500000 Penalty: 3393.193359
	Iteration 16Q: 3 clusters Score -4530734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4530798.000000 Penalty: 3393.193359
	Iteration 17Q: 3 clusters Score -4530798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4530823.000000 Penalty: 3393.193359
	Iteration 18Q: 3 clusters Score -4530823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4530829.500000 Penalty: 3393.193359
	Iteration 19Q: 3 clusters Score -4530830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4530852.500000 Penalty: 3393.193359
	Iteration 20F: 3 clusters Score -4530852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4530854.000000 Penalty: 3393.193359
	Iteration 21Q: 3 clusters Score -4530854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4530859.500000 Penalty: 3393.193359
	Iteration 22Q: 3 clusters Score -4530860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4530859.500000 Penalty: 3393.193359
	Iteration 23F: 3 clusters Score -4530860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -744459.625000 Penalty: 1403.616333
	Iteration 0F: 2 clusters Score -744459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -740010.500000 Penalty: 2807.232666
	Iteration 0F: 3 clusters Score -740010.5 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -741297.625000 Penalty: 2807.232666
	Iteration 1F: 3 clusters Score -741297.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -741471.437500 Penalty: 2807.232666
	Iteration 2F: 3 clusters Score -741471.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -741590.250000 Penalty: 2807.232666
	Iteration 3Q: 3 clusters Score -741590.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -741673.250000 Penalty: 2807.232666
	Iteration 4Q: 3 clusters Score -741673.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -741741.562500 Penalty: 2807.232666
	Iteration 5Q: 3 clusters Score -741741.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -741816.562500 Penalty: 2807.232666
	Iteration 6Q: 3 clusters Score -741816.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -741902.687500 Penalty: 2807.232666
	Iteration 7Q: 3 clusters Score -741902.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -741991.562500 Penalty: 2807.232666
	Iteration 8Q: 3 clusters Score -741991.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -742122.625000 Penalty: 2807.232666
	Iteration 9Q: 3 clusters Score -742122.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -742269.625000 Penalty: 2807.232666
	Iteration 10Q: 3 clusters Score -742269.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -742382.375000 Penalty: 2807.232666
	Iteration 11Q: 3 clusters Score -742382.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -742486.250000 Penalty: 2807.232666
	Iteration 12Q: 3 clusters Score -742486.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -742581.687500 Penalty: 2807.232666
	Iteration 13Q: 3 clusters Score -742581.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -742668.500000 Penalty: 2807.232666
	Iteration 14Q: 3 clusters Score -742668.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -742751.500000 Penalty: 2807.232666
	Iteration 15Q: 3 clusters Score -742751.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -742816.750000 Penalty: 2807.232666
	Iteration 16Q: 3 clusters Score -742816.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -742885.312500 Penalty: 2807.232666
	Iteration 17Q: 3 clusters Score -742885.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -742934.937500 Penalty: 2807.232666
	Iteration 18Q: 3 clusters Score -742934.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -742983.437500 Penalty: 2807.232666
	Iteration 19Q: 3 clusters Score -742983.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -743033.500000 Penalty: 2807.232666
	Iteration 20F: 3 clusters Score -743033.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -743073.875000 Penalty: 2807.232666
	Iteration 21Q: 3 clusters Score -743073.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -743101.687500 Penalty: 2807.232666
	Iteration 22Q: 3 clusters Score -743101.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -743127.000000 Penalty: 2807.232666
	Iteration 23Q: 3 clusters Score -743127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -743149.500000 Penalty: 2807.232666
	Iteration 24Q: 3 clusters Score -743149.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -743166.125000 Penalty: 2807.232666
	Iteration 25Q: 3 clusters Score -743166.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -743189.937500 Penalty: 2807.232666
	Iteration 26Q: 3 clusters Score -743189.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -743199.000000 Penalty: 2807.232666
	Iteration 27Q: 3 clusters Score -743199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -743213.000000 Penalty: 2807.232666
	Iteration 28Q: 3 clusters Score -743213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -743220.250000 Penalty: 2807.232666
	Iteration 29Q: 3 clusters Score -743220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -743226.437500 Penalty: 2807.232666
	Iteration 30Q: 3 clusters Score -743226.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -743232.187500 Penalty: 2807.232666
	Iteration 31Q: 3 clusters Score -743232.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -743235.500000 Penalty: 2807.232666
	Iteration 32Q: 3 clusters Score -743235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -743238.562500 Penalty: 2807.232666
	Iteration 33Q: 3 clusters Score -743238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -743239.750000 Penalty: 2807.232666
	Iteration 34Q: 3 clusters Score -743239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -743241.312500 Penalty: 2807.232666
	Iteration 35Q: 3 clusters Score -743241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -743245.187500 Penalty: 2807.232666
	Iteration 36Q: 3 clusters Score -743245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -743246.687500 Penalty: 2807.232666
	Iteration 37Q: 3 clusters Score -743246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -743250.375000 Penalty: 2807.232666
	Iteration 38Q: 3 clusters Score -743250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -743252.437500 Penalty: 2807.232666
	Iteration 39Q: 3 clusters Score -743252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -743256.312500 Penalty: 2807.232666
	Iteration 40F: 3 clusters Score -743256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -743258.312500 Penalty: 2807.232666
	Iteration 41Q: 3 clusters Score -743258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -743259.875000 Penalty: 2807.232666
	Iteration 42Q: 3 clusters Score -743259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -743261.812500 Penalty: 2807.232666
	Iteration 43Q: 3 clusters Score -743261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -743262.500000 Penalty: 2807.232666
	Iteration 44Q: 3 clusters Score -743262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -743262.937500 Penalty: 2807.232666
	Iteration 45Q: 3 clusters Score -743262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -743264.875000 Penalty: 2807.232666
	Iteration 46Q: 3 clusters Score -743264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -743265.562500 Penalty: 2807.232666
	Iteration 47Q: 3 clusters Score -743265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -743265.750000 Penalty: 2807.232666
	Iteration 48Q: 3 clusters Score -743265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -743265.750000 Penalty: 2807.232666
	Iteration 49F: 3 clusters Score -743265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -231265.921875 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -231265.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229308.281250 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -229308.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229676.484375 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -229676.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -229770.578125 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -229770.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -229827.734375 Penalty: 2442.840820
	Iteration 3Q: 3 clusters Score -229827.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229858.031250 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -229858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229882.359375 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -229882.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229900.968750 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -229901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229916.187500 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -229916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -229927.187500 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -229927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229937.671875 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -229937.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -229944.156250 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -229944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229949.390625 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -229949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229951.953125 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -229952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229953.843750 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -229953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229954.609375 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -229954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229956.640625 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -229956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -229962.031250 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -229962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229964.625000 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -229964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229966.390625 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -229966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229967.015625 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -229967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -229968.046875 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -229968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -229969.281250 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -229969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229970.140625 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -229970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229970.781250 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -229970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229971.734375 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -229971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229972.281250 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -229972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229973.265625 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -229973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229974.921875 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -229974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229976.765625 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -229976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229977.312500 Penalty: 2442.840820
	Iteration 29Q: 3 clusters Score -229977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229978.140625 Penalty: 2442.840820
	Iteration 30Q: 3 clusters Score -229978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229978.140625 Penalty: 2442.840820
	Iteration 31F: 3 clusters Score -229978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (38720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Entering Unmasked Estep 
Score: -5106524.000000 Penalty: 1716.668213
	Iteration 0F: 2 clusters Score -5106524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5080533.500000 Penalty: 3433.336426
	Iteration 0F: 3 clusters Score -5080534 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5090469.500000 Penalty: 3433.336426
	Iteration 1F: 3 clusters Score -5090470 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -5090770.000000 Penalty: 3433.336426
	Iteration 2Q: 3 clusters Score -5090770 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5091073.500000 Penalty: 3433.336426
	Iteration 3Q: 3 clusters Score -5091074 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -5091412.500000 Penalty: 3433.336426
	Iteration 4Q: 3 clusters Score -5091412 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5091861.000000 Penalty: 3433.336426
	Iteration 5Q: 3 clusters Score -5091861 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5092520.000000 Penalty: 3433.336426
	Iteration 6Q: 3 clusters Score -5092520 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5093644.500000 Penalty: 3433.336426
	Iteration 7F: 3 clusters Score -5093644 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -5095470.000000 Penalty: 3433.336426
	Iteration 8F: 3 clusters Score -5095470 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5098082.000000 Penalty: 3433.336426
	Iteration 9F: 3 clusters Score -5098082 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5101001.000000 Penalty: 3433.336426
	Iteration 10F: 3 clusters Score -5101001 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5103268.000000 Penalty: 3433.336426
	Iteration 11F: 3 clusters Score -5103268 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5104351.500000 Penalty: 3433.336426
	Iteration 12Q: 3 clusters Score -5104352 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5104741.500000 Penalty: 3433.336426
	Iteration 13Q: 3 clusters Score -5104742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5104855.000000 Penalty: 3433.336426
	Iteration 14Q: 3 clusters Score -5104855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5104902.500000 Penalty: 3433.336426
	Iteration 15Q: 3 clusters Score -5104902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5104919.000000 Penalty: 3433.336426
	Iteration 16Q: 3 clusters Score -5104919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5104936.500000 Penalty: 3433.336426
	Iteration 17Q: 3 clusters Score -5104936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5104951.500000 Penalty: 3433.336426
	Iteration 18Q: 3 clusters Score -5104952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5104965.000000 Penalty: 3433.336426
	Iteration 19Q: 3 clusters Score -5104965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5104970.500000 Penalty: 3433.336426
	Iteration 20F: 3 clusters Score -5104970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5104971.500000 Penalty: 3433.336426
	Iteration 21Q: 3 clusters Score -5104972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5104975.000000 Penalty: 3433.336426
	Iteration 22Q: 3 clusters Score -5104975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5104974.000000 Penalty: 3433.336426
	Iteration 23Q: 3 clusters Score -5104974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5104974.000000 Penalty: 3433.336426
	Iteration 24F: 3 clusters Score -5104974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Entering Unmasked Estep 
Score: -10357692.000000 Penalty: 1830.612915
	Iteration 0F: 2 clusters Score -1.035769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -10308858.000000 Penalty: 3661.225830
	Iteration 0F: 3 clusters Score -1.030886e+07 nChanged 37261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -10331705.000000 Penalty: 3661.225830
	Iteration 1F: 3 clusters Score -1.03317e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -10333417.000000 Penalty: 3661.225830
	Iteration 2Q: 3 clusters Score -1.033342e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -10335884.000000 Penalty: 3661.225830
	Iteration 3F: 3 clusters Score -1.033588e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -10339439.000000 Penalty: 3661.225830
	Iteration 4F: 3 clusters Score -1.033944e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -10344709.000000 Penalty: 3661.225830
	Iteration 5F: 3 clusters Score -1.034471e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -10349838.000000 Penalty: 3661.225830
	Iteration 6F: 3 clusters Score -1.034984e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -10352933.000000 Penalty: 3661.225830
	Iteration 7F: 3 clusters Score -1.035293e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -10354766.000000 Penalty: 3661.225830
	Iteration 8Q: 3 clusters Score -1.035477e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -10356075.000000 Penalty: 3661.225830
	Iteration 9Q: 3 clusters Score -1.035608e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -10356974.000000 Penalty: 3661.225830
	Iteration 10Q: 3 clusters Score -1.035697e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -10357649.000000 Penalty: 3661.225830
	Iteration 11Q: 3 clusters Score -1.035765e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -10358066.000000 Penalty: 3661.225830
	Iteration 12Q: 3 clusters Score -1.035807e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -10358259.000000 Penalty: 3661.225830
	Iteration 13Q: 3 clusters Score -1.035826e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -10358412.000000 Penalty: 3661.225830
	Iteration 14Q: 3 clusters Score -1.035841e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -10358450.000000 Penalty: 3661.225830
	Iteration 15Q: 3 clusters Score -1.035845e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -10358537.000000 Penalty: 3661.225830
	Iteration 16Q: 3 clusters Score -1.035854e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -10358547.000000 Penalty: 3661.225830
	Iteration 17Q: 3 clusters Score -1.035855e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -10358573.000000 Penalty: 3661.225830
	Iteration 18Q: 3 clusters Score -1.035857e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -10358587.000000 Penalty: 3661.225830
	Iteration 19Q: 3 clusters Score -1.035859e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -10358583.000000 Penalty: 3661.225830
	Iteration 20F: 3 clusters Score -1.035858e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -10358622.000000 Penalty: 3661.225830
	Iteration 21Q: 3 clusters Score -1.035862e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -10358617.000000 Penalty: 3661.225830
	Iteration 22Q: 3 clusters Score -1.035862e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -10358604.000000 Penalty: 3661.225830
	Iteration 23Q: 3 clusters Score -1.03586e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -10358583.000000 Penalty: 3661.225830
	Iteration 24Q: 3 clusters Score -1.035858e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -10358553.000000 Penalty: 3661.225830
	Iteration 25Q: 3 clusters Score -1.035855e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -10358590.000000 Penalty: 3661.225830
	Iteration 26Q: 3 clusters Score -1.035859e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -10358607.000000 Penalty: 3661.225830
	Iteration 27Q: 3 clusters Score -1.035861e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -10358616.000000 Penalty: 3661.225830
	Iteration 28Q: 3 clusters Score -1.035862e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -10358595.000000 Penalty: 3661.225830
	Iteration 29Q: 3 clusters Score -1.03586e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -10358619.000000 Penalty: 3661.225830
	Iteration 30Q: 3 clusters Score -1.035862e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -10358610.000000 Penalty: 3661.225830
	Iteration 31Q: 3 clusters Score -1.035861e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -10358600.000000 Penalty: 3661.225830
	Iteration 32Q: 3 clusters Score -1.03586e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -10358635.000000 Penalty: 3661.225830
	Iteration 33Q: 3 clusters Score -1.035864e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -10358606.000000 Penalty: 3661.225830
	Iteration 34Q: 3 clusters Score -1.035861e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -10358589.000000 Penalty: 3661.225830
	Iteration 35Q: 3 clusters Score -1.035859e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -10358608.000000 Penalty: 3661.225830
	Iteration 36Q: 3 clusters Score -1.035861e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -10358596.000000 Penalty: 3661.225830
	Iteration 37Q: 3 clusters Score -1.03586e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -10358595.000000 Penalty: 3661.225830
	Iteration 38Q: 3 clusters Score -1.03586e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -10358591.000000 Penalty: 3661.225830
	Iteration 39Q: 3 clusters Score -1.035859e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -10358547.000000 Penalty: 3661.225830
	Iteration 40F: 3 clusters Score -1.035855e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -10358515.000000 Penalty: 3661.225830
	Iteration 41Q: 3 clusters Score -1.035852e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -10358543.000000 Penalty: 3661.225830
	Iteration 42Q: 3 clusters Score -1.035854e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -10358559.000000 Penalty: 3661.225830
	Iteration 43Q: 3 clusters Score -1.035856e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -10358555.000000 Penalty: 3661.225830
	Iteration 44Q: 3 clusters Score -1.035856e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -10358532.000000 Penalty: 3661.225830
	Iteration 45Q: 3 clusters Score -1.035853e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -10358501.000000 Penalty: 3661.225830
	Iteration 46Q: 3 clusters Score -1.03585e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -10358481.000000 Penalty: 3661.225830
	Iteration 47Q: 3 clusters Score -1.035848e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -10358463.000000 Penalty: 3661.225830
	Iteration 48Q: 3 clusters Score -1.035846e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -10358461.000000 Penalty: 3661.225830
	Iteration 49Q: 3 clusters Score -1.035846e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -10358499.000000 Penalty: 3661.225830
	Iteration 50Q: 3 clusters Score -1.03585e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -10358521.000000 Penalty: 3661.225830
	Iteration 51Q: 3 clusters Score -1.035852e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -10358536.000000 Penalty: 3661.225830
	Iteration 52Q: 3 clusters Score -1.035854e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -10358532.000000 Penalty: 3661.225830
	Iteration 53Q: 3 clusters Score -1.035853e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -10358522.000000 Penalty: 3661.225830
	Iteration 54Q: 3 clusters Score -1.035852e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -10358496.000000 Penalty: 3661.225830
	Iteration 55Q: 3 clusters Score -1.03585e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -10358534.000000 Penalty: 3661.225830
	Iteration 56Q: 3 clusters Score -1.035853e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -10358503.000000 Penalty: 3661.225830
	Iteration 57Q: 3 clusters Score -1.03585e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -10358496.000000 Penalty: 3661.225830
	Iteration 58Q: 3 clusters Score -1.03585e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -10358514.000000 Penalty: 3661.225830
	Iteration 59Q: 3 clusters Score -1.035851e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -10358512.000000 Penalty: 3661.225830
	Iteration 60F: 3 clusters Score -1.035851e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -10358508.000000 Penalty: 3661.225830
	Iteration 61Q: 3 clusters Score -1.035851e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -10358509.000000 Penalty: 3661.225830
	Iteration 62Q: 3 clusters Score -1.035851e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -10358528.000000 Penalty: 3661.225830
	Iteration 63Q: 3 clusters Score -1.035853e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -10358515.000000 Penalty: 3661.225830
	Iteration 64Q: 3 clusters Score -1.035852e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -10358525.000000 Penalty: 3661.225830
	Iteration 65Q: 3 clusters Score -1.035852e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -10358526.000000 Penalty: 3661.225830
	Iteration 66Q: 3 clusters Score -1.035853e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -10358514.000000 Penalty: 3661.225830
	Iteration 67Q: 3 clusters Score -1.035851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -10358512.000000 Penalty: 3661.225830
	Iteration 68Q: 3 clusters Score -1.035851e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -10358518.000000 Penalty: 3661.225830
	Iteration 69Q: 3 clusters Score -1.035852e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -10358505.000000 Penalty: 3661.225830
	Iteration 70Q: 3 clusters Score -1.03585e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -10358508.000000 Penalty: 3661.225830
	Iteration 71Q: 3 clusters Score -1.035851e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -10358496.000000 Penalty: 3661.225830
	Iteration 72Q: 3 clusters Score -1.03585e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -10358495.000000 Penalty: 3661.225830
	Iteration 73Q: 3 clusters Score -1.03585e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -10358493.000000 Penalty: 3661.225830
	Iteration 74Q: 3 clusters Score -1.035849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -10358486.000000 Penalty: 3661.225830
	Iteration 75Q: 3 clusters Score -1.035849e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -10358480.000000 Penalty: 3661.225830
	Iteration 76Q: 3 clusters Score -1.035848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -10358477.000000 Penalty: 3661.225830
	Iteration 77Q: 3 clusters Score -1.035848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -10358470.000000 Penalty: 3661.225830
	Iteration 78Q: 3 clusters Score -1.035847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -10358457.000000 Penalty: 3661.225830
	Iteration 79Q: 3 clusters Score -1.035846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -10358463.000000 Penalty: 3661.225830
	Iteration 80F: 3 clusters Score -1.035846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -10358473.000000 Penalty: 3661.225830
	Iteration 81Q: 3 clusters Score -1.035847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -10358481.000000 Penalty: 3661.225830
	Iteration 82Q: 3 clusters Score -1.035848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -10358470.000000 Penalty: 3661.225830
	Iteration 83Q: 3 clusters Score -1.035847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -10358461.000000 Penalty: 3661.225830
	Iteration 84Q: 3 clusters Score -1.035846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -10358475.000000 Penalty: 3661.225830
	Iteration 85Q: 3 clusters Score -1.035848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -10358480.000000 Penalty: 3661.225830
	Iteration 86Q: 3 clusters Score -1.035848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -10358483.000000 Penalty: 3661.225830
	Iteration 87Q: 3 clusters Score -1.035848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -10358480.000000 Penalty: 3661.225830
	Iteration 88Q: 3 clusters Score -1.035848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -10358480.000000 Penalty: 3661.225830
	Iteration 89Q: 3 clusters Score -1.035848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -10358482.000000 Penalty: 3661.225830
	Iteration 90Q: 3 clusters Score -1.035848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -10358485.000000 Penalty: 3661.225830
	Iteration 91Q: 3 clusters Score -1.035848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -10358477.000000 Penalty: 3661.225830
	Iteration 92Q: 3 clusters Score -1.035848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -10358482.000000 Penalty: 3661.225830
	Iteration 93Q: 3 clusters Score -1.035848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -10358484.000000 Penalty: 3661.225830
	Iteration 94Q: 3 clusters Score -1.035848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -10358489.000000 Penalty: 3661.225830
	Iteration 95Q: 3 clusters Score -1.035849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -10358489.000000 Penalty: 3661.225830
	Iteration 96F: 3 clusters Score -1.035849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 16406 members 
Mstep: Class 4 contains 60347 members 
Mstep: Class 5 contains 51024 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 15939 members 
Mstep: Class 9 contains 67485 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 15242 members 
Mstep: Class 16 contains 5872 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 62731 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 6526 members 
Mstep: Class 23 contains 58536 members 
Mstep: Class 24 contains 99 members 
Mstep: Class 25 contains 2697 members 
Mstep: Class 26 contains 17174 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 17440 members 
Mstep: Class 29 contains 4644 members 
Mstep: Class 30 contains 19283 members 
Mstep: Class 31 contains 39054 members 
Mstep: Class 32 contains 34221 members 
Mstep: Class 33 contains 5640 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 38720 members 
Mstep: Class 36 contains 54061 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 85805 members 
Mstep: Class 39 contains 23682 members 
Mstep: Class 40 contains 17256 members 
Mstep: Class 41 contains 29691 members 
Mstep: Class 42 contains 79666 members 
Mstep: Class 43 contains 24005 members 
Entering Unmasked Estep 
Score: -127795376.000000 Penalty: 96539.859375
Splitting cluster 36 changes total score from -127794488.000000 to -127795376.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -345313.125000 Penalty: 1284.574341
	Iteration 0F: 2 clusters Score -345313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342775.312500 Penalty: 2569.148682
	Iteration 0F: 3 clusters Score -342775.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -343359.750000 Penalty: 2569.148682
	Iteration 1F: 3 clusters Score -343359.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -343501.093750 Penalty: 2569.148682
	Iteration 2F: 3 clusters Score -343501.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -343574.593750 Penalty: 2569.148682
	Iteration 3Q: 3 clusters Score -343574.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -343633.625000 Penalty: 2569.148682
	Iteration 4Q: 3 clusters Score -343633.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -343678.718750 Penalty: 2569.148682
	Iteration 5Q: 3 clusters Score -343678.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -343708.156250 Penalty: 2569.148682
	Iteration 6Q: 3 clusters Score -343708.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -343731.125000 Penalty: 2569.148682
	Iteration 7Q: 3 clusters Score -343731.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -343755.000000 Penalty: 2569.148682
	Iteration 8Q: 3 clusters Score -343755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -343778.312500 Penalty: 2569.148682
	Iteration 9Q: 3 clusters Score -343778.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -343802.000000 Penalty: 2569.148682
	Iteration 10Q: 3 clusters Score -343802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -343824.156250 Penalty: 2569.148682
	Iteration 11Q: 3 clusters Score -343824.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -343848.406250 Penalty: 2569.148682
	Iteration 12Q: 3 clusters Score -343848.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -343875.375000 Penalty: 2569.148682
	Iteration 13Q: 3 clusters Score -343875.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -343903.281250 Penalty: 2569.148682
	Iteration 14Q: 3 clusters Score -343903.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -343928.250000 Penalty: 2569.148682
	Iteration 15Q: 3 clusters Score -343928.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -343955.343750 Penalty: 2569.148682
	Iteration 16Q: 3 clusters Score -343955.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -343983.218750 Penalty: 2569.148682
	Iteration 17Q: 3 clusters Score -343983.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -344012.750000 Penalty: 2569.148682
	Iteration 18Q: 3 clusters Score -344012.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -344045.062500 Penalty: 2569.148682
	Iteration 19Q: 3 clusters Score -344045.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -344077.906250 Penalty: 2569.148682
	Iteration 20F: 3 clusters Score -344077.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -344102.937500 Penalty: 2569.148682
	Iteration 21Q: 3 clusters Score -344102.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -344130.562500 Penalty: 2569.148682
	Iteration 22Q: 3 clusters Score -344130.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -344156.406250 Penalty: 2569.148682
	Iteration 23Q: 3 clusters Score -344156.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -344185.718750 Penalty: 2569.148682
	Iteration 24Q: 3 clusters Score -344185.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -344215.031250 Penalty: 2569.148682
	Iteration 25Q: 3 clusters Score -344215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -344236.562500 Penalty: 2569.148682
	Iteration 26Q: 3 clusters Score -344236.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -344255.406250 Penalty: 2569.148682
	Iteration 27Q: 3 clusters Score -344255.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -344275.968750 Penalty: 2569.148682
	Iteration 28Q: 3 clusters Score -344276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -344289.937500 Penalty: 2569.148682
	Iteration 29Q: 3 clusters Score -344289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -344297.750000 Penalty: 2569.148682
	Iteration 30Q: 3 clusters Score -344297.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -344302.562500 Penalty: 2569.148682
	Iteration 31Q: 3 clusters Score -344302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -344305.750000 Penalty: 2569.148682
	Iteration 32Q: 3 clusters Score -344305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -344309.406250 Penalty: 2569.148682
	Iteration 33Q: 3 clusters Score -344309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -344310.625000 Penalty: 2569.148682
	Iteration 34Q: 3 clusters Score -344310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -344310.343750 Penalty: 2569.148682
	Iteration 35Q: 3 clusters Score -344310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -344310.343750 Penalty: 2569.148682
	Iteration 36F: 3 clusters Score -344310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (85805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Entering Unmasked Estep 
Score: -11289155.000000 Penalty: 1845.972778
	Iteration 0F: 2 clusters Score -1.128916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -11236652.000000 Penalty: 3691.945557
	Iteration 0F: 3 clusters Score -1.123665e+07 nChanged 40958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -11260838.000000 Penalty: 3691.945557
	Iteration 1F: 3 clusters Score -1.126084e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -11261853.000000 Penalty: 3691.945557
	Iteration 2Q: 3 clusters Score -1.126185e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -11263376.000000 Penalty: 3691.945557
	Iteration 3Q: 3 clusters Score -1.126338e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -11265877.000000 Penalty: 3691.945557
	Iteration 4F: 3 clusters Score -1.126588e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -11269621.000000 Penalty: 3691.945557
	Iteration 5F: 3 clusters Score -1.126962e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -11274252.000000 Penalty: 3691.945557
	Iteration 6F: 3 clusters Score -1.127425e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -11279289.000000 Penalty: 3691.945557
	Iteration 7F: 3 clusters Score -1.127929e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -11283236.000000 Penalty: 3691.945557
	Iteration 8F: 3 clusters Score -1.128324e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11285684.000000 Penalty: 3691.945557
	Iteration 9Q: 3 clusters Score -1.128568e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11286733.000000 Penalty: 3691.945557
	Iteration 10Q: 3 clusters Score -1.128673e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11287182.000000 Penalty: 3691.945557
	Iteration 11Q: 3 clusters Score -1.128718e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11287345.000000 Penalty: 3691.945557
	Iteration 12Q: 3 clusters Score -1.128734e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11287405.000000 Penalty: 3691.945557
	Iteration 13Q: 3 clusters Score -1.12874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11287448.000000 Penalty: 3691.945557
	Iteration 14Q: 3 clusters Score -1.128745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11287473.000000 Penalty: 3691.945557
	Iteration 15Q: 3 clusters Score -1.128747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11287475.000000 Penalty: 3691.945557
	Iteration 16Q: 3 clusters Score -1.128748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11287488.000000 Penalty: 3691.945557
	Iteration 17Q: 3 clusters Score -1.128749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11287495.000000 Penalty: 3691.945557
	Iteration 18Q: 3 clusters Score -1.12875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11287498.000000 Penalty: 3691.945557
	Iteration 19Q: 3 clusters Score -1.12875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11287506.000000 Penalty: 3691.945557
	Iteration 20F: 3 clusters Score -1.128751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11287507.000000 Penalty: 3691.945557
	Iteration 21Q: 3 clusters Score -1.128751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11287506.000000 Penalty: 3691.945557
	Iteration 22Q: 3 clusters Score -1.128751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11287508.000000 Penalty: 3691.945557
	Iteration 23Q: 3 clusters Score -1.128751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11287508.000000 Penalty: 3691.945557
	Iteration 24Q: 3 clusters Score -1.128751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11287504.000000 Penalty: 3691.945557
	Iteration 25Q: 3 clusters Score -1.12875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11287507.000000 Penalty: 3691.945557
	Iteration 26Q: 3 clusters Score -1.128751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11287507.000000 Penalty: 3691.945557
	Iteration 27F: 3 clusters Score -1.128751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (23682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Entering Unmasked Estep 
Score: -3127122.250000 Penalty: 1636.776489
	Iteration 0F: 2 clusters Score -3127122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3111255.250000 Penalty: 3273.552979
	Iteration 0F: 3 clusters Score -3111255 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3117123.750000 Penalty: 3273.552979
	Iteration 1F: 3 clusters Score -3117124 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3117472.000000 Penalty: 3273.552979
	Iteration 2Q: 3 clusters Score -3117472 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3117858.000000 Penalty: 3273.552979
	Iteration 3Q: 3 clusters Score -3117858 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3118378.750000 Penalty: 3273.552979
	Iteration 4Q: 3 clusters Score -3118379 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3119062.750000 Penalty: 3273.552979
	Iteration 5F: 3 clusters Score -3119063 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3119954.000000 Penalty: 3273.552979
	Iteration 6F: 3 clusters Score -3119954 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3121037.500000 Penalty: 3273.552979
	Iteration 7F: 3 clusters Score -3121038 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3122243.750000 Penalty: 3273.552979
	Iteration 8F: 3 clusters Score -3122244 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3123461.500000 Penalty: 3273.552979
	Iteration 9F: 3 clusters Score -3123462 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3124407.000000 Penalty: 3273.552979
	Iteration 10Q: 3 clusters Score -3124407 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3125016.500000 Penalty: 3273.552979
	Iteration 11Q: 3 clusters Score -3125016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3125340.750000 Penalty: 3273.552979
	Iteration 12Q: 3 clusters Score -3125341 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3125487.750000 Penalty: 3273.552979
	Iteration 13Q: 3 clusters Score -3125488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3125564.000000 Penalty: 3273.552979
	Iteration 14Q: 3 clusters Score -3125564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3125606.500000 Penalty: 3273.552979
	Iteration 15Q: 3 clusters Score -3125606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3125631.000000 Penalty: 3273.552979
	Iteration 16Q: 3 clusters Score -3125631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3125645.500000 Penalty: 3273.552979
	Iteration 17Q: 3 clusters Score -3125646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3125650.750000 Penalty: 3273.552979
	Iteration 18Q: 3 clusters Score -3125651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3125660.750000 Penalty: 3273.552979
	Iteration 19Q: 3 clusters Score -3125661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3125662.500000 Penalty: 3273.552979
	Iteration 20F: 3 clusters Score -3125662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3125665.750000 Penalty: 3273.552979
	Iteration 21Q: 3 clusters Score -3125666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3125670.250000 Penalty: 3273.552979
	Iteration 22Q: 3 clusters Score -3125670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3125668.750000 Penalty: 3273.552979
	Iteration 23Q: 3 clusters Score -3125669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3125670.250000 Penalty: 3273.552979
	Iteration 24Q: 3 clusters Score -3125670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3125670.500000 Penalty: 3273.552979
	Iteration 25Q: 3 clusters Score -3125670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3125670.500000 Penalty: 3273.552979
	Iteration 26F: 3 clusters Score -3125670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Entering Unmasked Estep 
Score: -2308431.250000 Penalty: 1585.336304
	Iteration 0F: 2 clusters Score -2308431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2296518.750000 Penalty: 3170.672607
	Iteration 0F: 3 clusters Score -2296519 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2300572.000000 Penalty: 3170.672607
	Iteration 1F: 3 clusters Score -2300572 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2300851.250000 Penalty: 3170.672607
	Iteration 2Q: 3 clusters Score -2300851 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2301063.750000 Penalty: 3170.672607
	Iteration 3Q: 3 clusters Score -2301064 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2301271.000000 Penalty: 3170.672607
	Iteration 4Q: 3 clusters Score -2301271 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2301455.000000 Penalty: 3170.672607
	Iteration 5Q: 3 clusters Score -2301455 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2301717.500000 Penalty: 3170.672607
	Iteration 6Q: 3 clusters Score -2301718 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2302133.500000 Penalty: 3170.672607
	Iteration 7Q: 3 clusters Score -2302134 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2302742.250000 Penalty: 3170.672607
	Iteration 8F: 3 clusters Score -2302742 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Cla